{"data_time": 0.011027192000028663, "eta_seconds": 138488.4075835834, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 19, "loss_box_reg": 0.07075043372788059, "loss_cls": 0.6582809062674642, "loss_mask": 0.6909548416733742, "loss_rpn_cls": 0.5930797401815653, "loss_rpn_loc": 0.20234743133187294, "loss_sem_seg": 2.6333531215786934, "lr": 0.00039962, "mask_rcnn/accuracy": 0.5060890427599611, "mask_rcnn/false_negative": 0.3174902290451554, "mask_rcnn/false_positive": 0.6934728610523428, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.512956124999846, "total_loss": 4.906305566168157} {"data_time": 0.011123519499960821, "eta_seconds": 140148.72395590448, "fast_rcnn/cls_accuracy": 0.96630859375, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 39, "loss_box_reg": 0.1238715470826719, "loss_cls": 0.4640105050057173, "loss_mask": 0.6887356117367744, "loss_rpn_cls": 0.44793031364679337, "loss_rpn_loc": 0.14464076259173453, "loss_sem_seg": 1.6306208446621895, "lr": 0.0007992199999999999, "mask_rcnn/accuracy": 0.5518973214285714, "mask_rcnn/false_negative": 0.1350287572519665, "mask_rcnn/false_positive": 0.8543666433555932, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5274324334998255, "total_loss": 3.5202088045189157} {"data_time": 0.010940262999838524, "eta_seconds": 142206.21424681027, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 59, "loss_box_reg": 0.1769253769889474, "loss_cls": 0.39017731696367264, "loss_mask": 0.688462395220995, "loss_rpn_cls": 0.3220967687666416, "loss_rpn_loc": 0.12770431314129382, "loss_sem_seg": 1.4111844599246979, "lr": 0.00119882, "mask_rcnn/accuracy": 0.5498941208166873, "mask_rcnn/false_negative": 0.07108684067802777, "mask_rcnn/false_positive": 0.9079897511066709, "roi_head/num_bg_samples": 485.0, "roi_head/num_fg_samples": 27.0, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5404980735002027, "total_loss": 3.1749037039699033} {"data_time": 0.011943096500090178, "eta_seconds": 142472.85233298625, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 79, "loss_box_reg": 0.1976511520333588, "loss_cls": 0.4101539934054017, "loss_mask": 0.6873655803501606, "loss_rpn_cls": 0.31424946105107665, "loss_rpn_loc": 0.1333347235340625, "loss_sem_seg": 1.395600400865078, "lr": 0.0015984200000000001, "mask_rcnn/accuracy": 0.5464183087027915, "mask_rcnn/false_negative": 0.12928923920705826, "mask_rcnn/false_positive": 0.7252850744988709, "roi_head/num_bg_samples": 482.5, "roi_head/num_fg_samples": 29.5, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5361525284999971, "total_loss": 3.106228672899306} {"data_time": 0.012476086500100791, "eta_seconds": 142462.29569957624, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 99, "loss_box_reg": 0.204685005126521, "loss_cls": 0.42261297442018986, "loss_mask": 0.6848871745169163, "loss_rpn_cls": 0.2935038856230676, "loss_rpn_loc": 0.14975592051632702, "loss_sem_seg": 1.2637825049459934, "lr": 0.00199802, "mask_rcnn/accuracy": 0.5760916151418195, "mask_rcnn/false_negative": 0.17618167938941626, "mask_rcnn/false_positive": 0.6484567974443127, "roi_head/num_bg_samples": 483.0, "roi_head/num_fg_samples": 29.0, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.5341578044999551, "total_loss": 3.046760275727138} {"data_time": 0.011141213999962929, "eta_seconds": 143330.00862134973, "fast_rcnn/cls_accuracy": 0.95849609375, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 119, "loss_box_reg": 0.20063731586560607, "loss_cls": 0.41001999005675316, "loss_mask": 0.682962216436863, "loss_rpn_cls": 0.26908643264323473, "loss_rpn_loc": 0.1204437754349783, "loss_sem_seg": 1.2984705455601215, "lr": 0.00239762, "mask_rcnn/accuracy": 0.5646037060657596, "mask_rcnn/false_negative": 0.301770641170999, "mask_rcnn/false_positive": 0.5725036068211947, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5414643399999477, "total_loss": 2.9768877669703215} {"data_time": 0.01275030700003299, "eta_seconds": 143319.38690224974, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 139, "loss_box_reg": 0.1986432601697743, "loss_cls": 0.4111762875691056, "loss_mask": 0.6744033470749855, "loss_rpn_cls": 0.2371435035020113, "loss_rpn_loc": 0.11761462816502899, "loss_sem_seg": 1.2924616187810898, "lr": 0.0027972200000000004, "mask_rcnn/accuracy": 0.5629247665041484, "mask_rcnn/false_negative": 0.2719471782037841, "mask_rcnn/false_positive": 0.6467444714327908, "roi_head/num_bg_samples": 484.5, "roi_head/num_fg_samples": 27.5, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5306353685000431, "total_loss": 2.8974679969833232} {"data_time": 0.011957279500165896, "eta_seconds": 143425.22747938533, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 159, "loss_box_reg": 0.1961677388753742, "loss_cls": 0.39727618638426065, "loss_mask": 0.6738604828715324, "loss_rpn_cls": 0.26221552724018693, "loss_rpn_loc": 0.13390869460999966, "loss_sem_seg": 1.1851106956601143, "lr": 0.0031968200000000004, "mask_rcnn/accuracy": 0.6082610622858653, "mask_rcnn/false_negative": 0.3338169141077275, "mask_rcnn/false_positive": 0.3603264993968261, "roi_head/num_bg_samples": 485.5, "roi_head/num_fg_samples": 26.5, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.537419273499836, "total_loss": 2.8789044730365276} {"data_time": 0.01185226899974623, "eta_seconds": 143684.1218649052, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 179, "loss_box_reg": 0.22349777445197105, "loss_cls": 0.41538406256586313, "loss_mask": 0.6715805903077126, "loss_rpn_cls": 0.2609513262286782, "loss_rpn_loc": 0.16426694579422474, "loss_sem_seg": 1.1617120914161205, "lr": 0.0035964199999999995, "mask_rcnn/accuracy": 0.588514205074127, "mask_rcnn/false_negative": 0.2725079389898167, "mask_rcnn/false_positive": 0.5748263889256843, "roi_head/num_bg_samples": 482.0, "roi_head/num_fg_samples": 30.0, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.5352345750002314, "total_loss": 2.9753356735454872} {"data_time": 0.011587680000275213, "eta_seconds": 143883.34986870637, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 199, "loss_box_reg": 0.2093534751329571, "loss_cls": 0.44743475411087275, "loss_mask": 0.6603133268654346, "loss_rpn_cls": 0.22687764465808868, "loss_rpn_loc": 0.12144385586725548, "loss_sem_seg": 1.109393086284399, "lr": 0.00399602, "mask_rcnn/accuracy": 0.5929627023223083, "mask_rcnn/false_negative": 0.16163346901854317, "mask_rcnn/false_positive": 0.7511245044229735, "roi_head/num_bg_samples": 483.0, "roi_head/num_fg_samples": 29.0, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5463226385002145, "total_loss": 2.7795985410921276} {"data_time": 0.012084069000138697, "eta_seconds": 143839.53572037714, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 219, "loss_box_reg": 0.2084643633570522, "loss_cls": 0.40970294829458, "loss_mask": 0.6670205295085907, "loss_rpn_cls": 0.22643642779439688, "loss_rpn_loc": 0.12449095520423725, "loss_sem_seg": 1.2247184328734875, "lr": 0.00439562, "mask_rcnn/accuracy": 0.5711096938775511, "mask_rcnn/false_negative": 0.1960281233273991, "mask_rcnn/false_positive": 0.6276799133180784, "roi_head/num_bg_samples": 473.75, "roi_head/num_fg_samples": 38.25, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5317536719999225, "total_loss": 2.871760879526846} {"data_time": 0.01204895050000232, "eta_seconds": 143843.2455614375, "fast_rcnn/cls_accuracy": 0.96044921875, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 239, "loss_box_reg": 0.2165297451429069, "loss_cls": 0.4103830037638545, "loss_mask": 0.6643111109733582, "loss_rpn_cls": 0.20517495437525213, "loss_rpn_loc": 0.12204980559181422, "loss_sem_seg": 1.2789265476167202, "lr": 0.00479522, "mask_rcnn/accuracy": 0.6213310613820817, "mask_rcnn/false_negative": 0.3178042096307168, "mask_rcnn/false_positive": 0.41247016820748866, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5361650284999087, "total_loss": 2.912502513732761} {"data_time": 0.01267931350002982, "eta_seconds": 143851.35220749635, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 259, "loss_box_reg": 0.22227160539478064, "loss_cls": 0.43845727294683456, "loss_mask": 0.6531965881586075, "loss_rpn_cls": 0.23999015288427472, "loss_rpn_loc": 0.13920993416104466, "loss_sem_seg": 1.0980742573738098, "lr": 0.00519482, "mask_rcnn/accuracy": 0.6155210581828885, "mask_rcnn/false_negative": 0.20237173251880747, "mask_rcnn/false_positive": 0.576755778580883, "roi_head/num_bg_samples": 485.0, "roi_head/num_fg_samples": 27.0, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 0.5392360420000841, "total_loss": 2.8332156455144286} {"data_time": 0.011436483000125008, "eta_seconds": 143929.56613291628, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 279, "loss_box_reg": 0.2204413595609367, "loss_cls": 0.4336442435160279, "loss_mask": 0.6554564870893955, "loss_rpn_cls": 0.19085064390674233, "loss_rpn_loc": 0.12695762095972896, "loss_sem_seg": 1.0694158412516117, "lr": 0.005594420000000001, "mask_rcnn/accuracy": 0.6114359310514559, "mask_rcnn/false_negative": 0.15007139836936784, "mask_rcnn/false_positive": 0.64811179381928, "roi_head/num_bg_samples": 483.0, "roi_head/num_fg_samples": 29.0, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5481625869999789, "total_loss": 2.6910557402297854} {"data_time": 0.011190541000132725, "eta_seconds": 144038.32238240395, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 299, "loss_box_reg": 0.2030404880642891, "loss_cls": 0.3951863646507263, "loss_mask": 0.6484789699316025, "loss_rpn_cls": 0.19953297264873981, "loss_rpn_loc": 0.1286188001104165, "loss_sem_seg": 1.193010214716196, "lr": 0.00599402, "mask_rcnn/accuracy": 0.6041766185230977, "mask_rcnn/false_negative": 0.13637287523617647, "mask_rcnn/false_positive": 0.600513872696713, "roi_head/num_bg_samples": 481.75, "roi_head/num_fg_samples": 30.25, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5375769740001033, "total_loss": 2.7735212163534015} {"data_time": 0.013422223999896232, "eta_seconds": 143800.5875803175, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 319, "loss_box_reg": 0.18823811411857605, "loss_cls": 0.37020929530262947, "loss_mask": 0.6476576514542103, "loss_rpn_cls": 0.20494166249409318, "loss_rpn_loc": 0.12821205088403076, "loss_sem_seg": 1.0894208922982216, "lr": 0.00639362, "mask_rcnn/accuracy": 0.6040099484278211, "mask_rcnn/false_negative": 0.2874516385068759, "mask_rcnn/false_positive": 0.4406808824428733, "roi_head/num_bg_samples": 483.5, "roi_head/num_fg_samples": 28.5, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5130745300000399, "total_loss": 2.654952574870549} {"data_time": 0.012401647999922716, "eta_seconds": 143941.13036715382, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 339, "loss_box_reg": 0.21171686954039615, "loss_cls": 0.4131725332699716, "loss_mask": 0.6343292444944382, "loss_rpn_cls": 0.19265365530736744, "loss_rpn_loc": 0.12187911255750805, "loss_sem_seg": 1.0702025461941957, "lr": 0.006793220000000001, "mask_rcnn/accuracy": 0.6167736033807463, "mask_rcnn/false_negative": 0.24687257015909223, "mask_rcnn/false_positive": 0.46978901616850244, "roi_head/num_bg_samples": 486.75, "roi_head/num_fg_samples": 25.25, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5371326309998494, "total_loss": 2.6376302162534557} {"data_time": 0.013494487500338437, "eta_seconds": 143756.27614354133, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 359, "loss_box_reg": 0.19853890081867576, "loss_cls": 0.4204543372616172, "loss_mask": 0.6392301134765148, "loss_rpn_cls": 0.19623366184532642, "loss_rpn_loc": 0.11359167273622006, "loss_sem_seg": 1.0484301038086414, "lr": 0.00719282, "mask_rcnn/accuracy": 0.646805299988848, "mask_rcnn/false_negative": 0.16435772723753023, "mask_rcnn/false_positive": 0.5436230442552314, "roi_head/num_bg_samples": 483.25, "roi_head/num_fg_samples": 28.75, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.529512215000068, "total_loss": 2.6052974683698267} {"data_time": 0.011265996500014808, "eta_seconds": 143628.3976453605, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 379, "loss_box_reg": 0.20205908035859466, "loss_cls": 0.43174703512340784, "loss_mask": 0.6349865607917309, "loss_rpn_cls": 0.2019670088775456, "loss_rpn_loc": 0.12163596309255809, "loss_sem_seg": 1.152386885136366, "lr": 0.00759242, "mask_rcnn/accuracy": 0.6203621596516464, "mask_rcnn/false_negative": 0.2826450213840467, "mask_rcnn/false_positive": 0.3901812124789837, "roi_head/num_bg_samples": 486.25, "roi_head/num_fg_samples": 25.75, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.524535035000099, "total_loss": 2.8048799186653923} {"data_time": 0.01246820299979845, "eta_seconds": 143511.56807052772, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 399, "loss_box_reg": 0.22048604488372803, "loss_cls": 0.4554633516818285, "loss_mask": 0.6313273534178734, "loss_rpn_cls": 0.21282912604510784, "loss_rpn_loc": 0.13206973066553473, "loss_sem_seg": 1.0923456102609634, "lr": 0.00799202, "mask_rcnn/accuracy": 0.6450249307039889, "mask_rcnn/false_negative": 0.29750044285564936, "mask_rcnn/false_positive": 0.5302421964787136, "roi_head/num_bg_samples": 475.25, "roi_head/num_fg_samples": 36.75, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5291868980000345, "total_loss": 2.717391644604504} {"data_time": 0.011520917999860103, "eta_seconds": 143724.28777171133, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 419, "loss_box_reg": 0.25345137622207403, "loss_cls": 0.493255440145731, "loss_mask": 0.6199003495275974, "loss_rpn_cls": 0.20632043154910207, "loss_rpn_loc": 0.14206500898580998, "loss_sem_seg": 1.0495920032262802, "lr": 0.00839162, "mask_rcnn/accuracy": 0.627747539107809, "mask_rcnn/false_negative": 0.20541769378861952, "mask_rcnn/false_positive": 0.57120015457475, "roi_head/num_bg_samples": 474.25, "roi_head/num_fg_samples": 37.75, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.5503303930001948, "total_loss": 2.803155025234446} {"data_time": 0.011986247000095318, "eta_seconds": 143713.62498110134, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 439, "loss_box_reg": 0.21061127446591854, "loss_cls": 0.4337002797983587, "loss_mask": 0.6265009082853794, "loss_rpn_cls": 0.18789340509101748, "loss_rpn_loc": 0.12620193744078279, "loss_sem_seg": 1.0823612939566374, "lr": 0.00879122, "mask_rcnn/accuracy": 0.6536584202748396, "mask_rcnn/false_negative": 0.29402760253597193, "mask_rcnn/false_positive": 0.42410020747440014, "roi_head/num_bg_samples": 479.25, "roi_head/num_fg_samples": 32.75, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.535353764500087, "total_loss": 2.665594865975436} {"data_time": 0.013056474499762771, "eta_seconds": 143725.9361133575, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 459, "loss_box_reg": 0.2132095797569491, "loss_cls": 0.39020592253655195, "loss_mask": 0.6024043746292591, "loss_rpn_cls": 0.1656656579580158, "loss_rpn_loc": 0.12502834538463503, "loss_sem_seg": 1.066604794934392, "lr": 0.00919082, "mask_rcnn/accuracy": 0.6721822820037106, "mask_rcnn/false_negative": 0.2225525401517461, "mask_rcnn/false_positive": 0.41270152196418486, "roi_head/num_bg_samples": 481.75, "roi_head/num_fg_samples": 30.25, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5338010020002457, "total_loss": 2.606819093809463} {"data_time": 0.011890020000009827, "eta_seconds": 143715.27161807747, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 479, "loss_box_reg": 0.22503439104184508, "loss_cls": 0.4625632343813777, "loss_mask": 0.604015626013279, "loss_rpn_cls": 0.18323565949685872, "loss_rpn_loc": 0.11969965312164277, "loss_sem_seg": 1.0886428132653236, "lr": 0.00959042, "mask_rcnn/accuracy": 0.6802616217891839, "mask_rcnn/false_negative": 0.17822047230708693, "mask_rcnn/false_positive": 0.4815550184389154, "roi_head/num_bg_samples": 482.75, "roi_head/num_fg_samples": 29.25, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5380666094999924, "total_loss": 2.698583528981544} {"data_time": 0.011668198000052143, "eta_seconds": 143653.71846169027, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 499, "loss_box_reg": 0.23385191429406404, "loss_cls": 0.4614903125911951, "loss_mask": 0.5849166177213192, "loss_rpn_cls": 0.17182206502184272, "loss_rpn_loc": 0.12387777789263055, "loss_sem_seg": 1.086644098162651, "lr": 0.00999002, "mask_rcnn/accuracy": 0.6611942662249508, "mask_rcnn/false_negative": 0.2356038175405108, "mask_rcnn/false_positive": 0.4022346674791111, "roi_head/num_bg_samples": 480.5, "roi_head/num_fg_samples": 31.5, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5305487400000857, "total_loss": 2.6255173280951567} {"data_time": 0.013005888999941817, "eta_seconds": 143643.05774292027, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 519, "loss_box_reg": 0.237471706350334, "loss_cls": 0.45162069238722324, "loss_mask": 0.5776458531618118, "loss_rpn_cls": 0.18841826496645808, "loss_rpn_loc": 0.1321670856559649, "loss_sem_seg": 1.0118178986012936, "lr": 0.01038962, "mask_rcnn/accuracy": 0.6833245424001086, "mask_rcnn/false_negative": 0.2609849679858832, "mask_rcnn/false_positive": 0.3852303146625904, "roi_head/num_bg_samples": 483.25, "roi_head/num_fg_samples": 28.75, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5319202595001116, "total_loss": 2.527555210806895} {"data_time": 0.012091269000165994, "eta_seconds": 143632.39702415027, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 539, "loss_box_reg": 0.19713267963379622, "loss_cls": 0.39186468720436096, "loss_mask": 0.5758936665952206, "loss_rpn_cls": 0.1757057192735374, "loss_rpn_loc": 0.12189766200026497, "loss_sem_seg": 1.0535045564174652, "lr": 0.010789220000000002, "mask_rcnn/accuracy": 0.6765665067713156, "mask_rcnn/false_negative": 0.22546223902753598, "mask_rcnn/false_positive": 0.415626680927381, "roi_head/num_bg_samples": 483.25, "roi_head/num_fg_samples": 28.75, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5355000045001361, "total_loss": 2.5682521985145286} {"data_time": 0.012787382999931651, "eta_seconds": 143672.61363695745, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 559, "loss_box_reg": 0.2564946794882417, "loss_cls": 0.48009211104363203, "loss_mask": 0.5777985826134682, "loss_rpn_cls": 0.1866273134946823, "loss_rpn_loc": 0.1268399867694825, "loss_sem_seg": 1.0784522630274296, "lr": 0.011188820000000002, "mask_rcnn/accuracy": 0.7124736312794349, "mask_rcnn/false_negative": 0.21118180502260103, "mask_rcnn/false_positive": 0.40918279730978313, "roi_head/num_bg_samples": 478.5, "roi_head/num_fg_samples": 33.5, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5398135279999678, "total_loss": 2.686152978625614} {"data_time": 0.012652459499804536, "eta_seconds": 143694.82645155245, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 579, "loss_box_reg": 0.23089424800127745, "loss_cls": 0.4160047611221671, "loss_mask": 0.5769840311259031, "loss_rpn_cls": 0.1700860275886953, "loss_rpn_loc": 0.12049168537487276, "loss_sem_seg": 1.0340406317263842, "lr": 0.01158842, "mask_rcnn/accuracy": 0.7175334766219227, "mask_rcnn/false_negative": 0.22902470149401605, "mask_rcnn/false_positive": 0.2873709531042856, "roi_head/num_bg_samples": 482.75, "roi_head/num_fg_samples": 29.25, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5361203070001466, "total_loss": 2.567043114686385} {"data_time": 0.012952104000305553, "eta_seconds": 143733.46016810925, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.9818344737699576, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 599, "loss_box_reg": 0.2824199879541993, "loss_cls": 0.5123490057885647, "loss_mask": 0.5575695093721151, "loss_rpn_cls": 0.1586075120139867, "loss_rpn_loc": 0.10289812396513298, "loss_sem_seg": 0.9931565262377262, "lr": 0.01198802, "mask_rcnn/accuracy": 0.7167581012805456, "mask_rcnn/false_negative": 0.2680086170705329, "mask_rcnn/false_positive": 0.2942110655008928, "roi_head/num_bg_samples": 474.75, "roi_head/num_fg_samples": 37.25, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5382334190001075, "total_loss": 2.5756937384139746} {"data_time": 0.011874320999822885, "eta_seconds": 143879.44795804756, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 619, "loss_box_reg": 0.25644298270344734, "loss_cls": 0.4973659375682473, "loss_mask": 0.5641880854964256, "loss_rpn_cls": 0.15212366078048944, "loss_rpn_loc": 0.11205045250244439, "loss_sem_seg": 0.9992266483604908, "lr": 0.01238762, "mask_rcnn/accuracy": 0.7071889775852178, "mask_rcnn/false_negative": 0.23004993620946446, "mask_rcnn/false_positive": 0.35120869805878285, "roi_head/num_bg_samples": 477.75, "roi_head/num_fg_samples": 34.25, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.5609142569999221, "total_loss": 2.6080256269779056} {"data_time": 0.012047018000203025, "eta_seconds": 143856.739705254, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 639, "loss_box_reg": 0.23959398875012994, "loss_cls": 0.4184242496266961, "loss_mask": 0.5405732672661543, "loss_rpn_cls": 0.1676050352398306, "loss_rpn_loc": 0.13197074551135302, "loss_sem_seg": 1.0498224813491106, "lr": 0.01278722, "mask_rcnn/accuracy": 0.7431370048019208, "mask_rcnn/false_negative": 0.22315816832131313, "mask_rcnn/false_positive": 0.30228338491269235, "roi_head/num_bg_samples": 476.75, "roi_head/num_fg_samples": 35.25, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.5324338339999031, "total_loss": 2.529402270214632} {"data_time": 0.012524565000148868, "eta_seconds": 143858.08350428756, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.9765151515151516, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 659, "loss_box_reg": 0.22967190109193325, "loss_cls": 0.4206263404339552, "loss_mask": 0.5319968294352293, "loss_rpn_cls": 0.14698676019906998, "loss_rpn_loc": 0.11716317909304053, "loss_sem_seg": 0.9806295391172171, "lr": 0.013186820000000002, "mask_rcnn/accuracy": 0.7100527023996411, "mask_rcnn/false_negative": 0.23698533329280053, "mask_rcnn/false_positive": 0.3344584546707003, "roi_head/num_bg_samples": 478.0, "roi_head/num_fg_samples": 34.0, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5378622079999786, "total_loss": 2.4658063207753003} {"data_time": 0.01262374699990687, "eta_seconds": 143849.0178767601, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.9867537028553978, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 679, "loss_box_reg": 0.24877946358174086, "loss_cls": 0.4846260817721486, "loss_mask": 0.5424432642757893, "loss_rpn_cls": 0.15406504226848483, "loss_rpn_loc": 0.12739742797566578, "loss_sem_seg": 1.0070921536535025, "lr": 0.013586420000000002, "mask_rcnn/accuracy": 0.756374194414608, "mask_rcnn/false_negative": 0.2169651115581091, "mask_rcnn/false_positive": 0.27272278954032586, "roi_head/num_bg_samples": 477.0, "roi_head/num_fg_samples": 35.0, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5349461705002341, "total_loss": 2.5486447114963084} {"data_time": 0.012315512999975908, "eta_seconds": 143862.8504038131, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.9921218487394958, "fast_rcnn/fg_cls_accuracy": 0.003676470588235294, "iteration": 699, "loss_box_reg": 0.23969144886359572, "loss_cls": 0.43525469303131104, "loss_mask": 0.5256379041820765, "loss_rpn_cls": 0.1513799619860947, "loss_rpn_loc": 0.11823343182913959, "loss_sem_seg": 0.9431300852447748, "lr": 0.01398602, "mask_rcnn/accuracy": 0.7339496265013182, "mask_rcnn/false_negative": 0.20882430317072942, "mask_rcnn/false_positive": 0.31222653798417616, "roi_head/num_bg_samples": 479.0, "roi_head/num_fg_samples": 33.0, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.5484890759998962, "total_loss": 2.4093639747588895} {"data_time": 0.011667727500253022, "eta_seconds": 143863.0046617984, "fast_rcnn/cls_accuracy": 0.91357421875, "fast_rcnn/false_negative": 0.9763888888888889, "fast_rcnn/fg_cls_accuracy": 0.005813953488372093, "iteration": 719, "loss_box_reg": 0.26461181277409196, "loss_cls": 0.46845534816384315, "loss_mask": 0.5075953062623739, "loss_rpn_cls": 0.13982752850279212, "loss_rpn_loc": 0.1239695061231032, "loss_sem_seg": 0.9943710453808308, "lr": 0.01438562, "mask_rcnn/accuracy": 0.7395481153655198, "mask_rcnn/false_negative": 0.23924282552749357, "mask_rcnn/false_positive": 0.30049420574924335, "roi_head/num_bg_samples": 467.25, "roi_head/num_fg_samples": 44.75, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.5437182484999994, "total_loss": 2.463163667009212} {"data_time": 0.013285236000001532, "eta_seconds": 143932.85053847588, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 739, "loss_box_reg": 0.26708679739385843, "loss_cls": 0.42934700660407543, "loss_mask": 0.5242029055953026, "loss_rpn_cls": 0.1328306901268661, "loss_rpn_loc": 0.11386737582506612, "loss_sem_seg": 0.9000016395002604, "lr": 0.01478522, "mask_rcnn/accuracy": 0.7378097667638485, "mask_rcnn/false_negative": 0.17136969179270198, "mask_rcnn/false_positive": 0.32492305490204165, "roi_head/num_bg_samples": 481.75, "roi_head/num_fg_samples": 30.25, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.5478996479998841, "total_loss": 2.3946994247380644} {"data_time": 0.011992576000238842, "eta_seconds": 143841.63471669838, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 759, "loss_box_reg": 0.2639304497279227, "loss_cls": 0.4491509599611163, "loss_mask": 0.5212420113384724, "loss_rpn_cls": 0.16015296429395676, "loss_rpn_loc": 0.11092183773871511, "loss_sem_seg": 0.8926026094704866, "lr": 0.015184820000000002, "mask_rcnn/accuracy": 0.7331389316732982, "mask_rcnn/false_negative": 0.1962541050583564, "mask_rcnn/false_positive": 0.26129002257589995, "roi_head/num_bg_samples": 477.0, "roi_head/num_fg_samples": 35.0, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5320649625000442, "total_loss": 2.4786598286009394} {"data_time": 0.011109762499927456, "eta_seconds": 144162.93235133679, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.9776785714285714, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 779, "loss_box_reg": 0.27390273846685886, "loss_cls": 0.4674296956509352, "loss_mask": 0.5232012365013361, "loss_rpn_cls": 0.145779425278306, "loss_rpn_loc": 0.12337828910676762, "loss_sem_seg": 0.8815029170364141, "lr": 0.015584420000000002, "mask_rcnn/accuracy": 0.734280597120271, "mask_rcnn/false_negative": 0.24060664088609715, "mask_rcnn/false_positive": 0.27311020677650516, "roi_head/num_bg_samples": 479.25, "roi_head/num_fg_samples": 32.75, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5507125290002932, "total_loss": 2.4120986761990935} {"data_time": 0.012561338499835983, "eta_seconds": 144220.7607526084, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.9743014611638041, "fast_rcnn/fg_cls_accuracy": 0.02398881239242685, "iteration": 799, "loss_box_reg": 0.29259365424513817, "loss_cls": 0.4536559507250786, "loss_mask": 0.4994842130690813, "loss_rpn_cls": 0.14112621708773077, "loss_rpn_loc": 0.13295231899246573, "loss_sem_seg": 0.8611824754625559, "lr": 0.01598402, "mask_rcnn/accuracy": 0.7569271604437725, "mask_rcnn/false_negative": 0.1932265493397539, "mask_rcnn/false_positive": 0.3158653538299808, "roi_head/num_bg_samples": 472.25, "roi_head/num_fg_samples": 39.75, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.5440224740000303, "total_loss": 2.398993485374376} {"data_time": 0.011873279500150602, "eta_seconds": 144210.04602563838, "fast_rcnn/cls_accuracy": 0.90087890625, "fast_rcnn/false_negative": 0.9831506849315068, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 819, "loss_box_reg": 0.24674386763945222, "loss_cls": 0.4571303194388747, "loss_mask": 0.5071618109941483, "loss_rpn_cls": 0.1301930476911366, "loss_rpn_loc": 0.11007353011518717, "loss_sem_seg": 0.9851106265559793, "lr": 0.016383619999999998, "mask_rcnn/accuracy": 0.7332100490727578, "mask_rcnn/false_negative": 0.2137761349018149, "mask_rcnn/false_positive": 0.2691720138292266, "roi_head/num_bg_samples": 461.0, "roi_head/num_fg_samples": 51.0, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.5348406329997033, "total_loss": 2.4688107916736044} {"data_time": 0.012683336500231235, "eta_seconds": 144231.27774863676, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.9041125541125541, "fast_rcnn/fg_cls_accuracy": 0.07326892109500804, "iteration": 839, "loss_box_reg": 0.2710520699620247, "loss_cls": 0.45120366010814905, "loss_mask": 0.5191593300551176, "loss_rpn_cls": 0.15705374907702208, "loss_rpn_loc": 0.1122591660823673, "loss_sem_seg": 0.8741015587002039, "lr": 0.016783219999999998, "mask_rcnn/accuracy": 0.7370690604142967, "mask_rcnn/false_negative": 0.20616824551828783, "mask_rcnn/false_positive": 0.33094172333042404, "roi_head/num_bg_samples": 474.25, "roi_head/num_fg_samples": 37.75, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.539215019500034, "total_loss": 2.343954269774258} {"data_time": 0.012608595999836325, "eta_seconds": 144328.85827630368, "fast_rcnn/cls_accuracy": 0.90966796875, "fast_rcnn/false_negative": 0.9975369458128078, "fast_rcnn/fg_cls_accuracy": 0.0024630541871921183, "iteration": 859, "loss_box_reg": 0.2813671017065644, "loss_cls": 0.5134282233193517, "loss_mask": 0.505896432325244, "loss_rpn_cls": 0.14258203748613596, "loss_rpn_loc": 0.0969965971307829, "loss_sem_seg": 0.8587705995887518, "lr": 0.017182819999999998, "mask_rcnn/accuracy": 0.7544250674407694, "mask_rcnn/false_negative": 0.1878532764494118, "mask_rcnn/false_positive": 0.26940818123225674, "roi_head/num_bg_samples": 465.25, "roi_head/num_fg_samples": 46.75, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5562198590000662, "total_loss": 2.4010756734060124} {"data_time": 0.011823110000023007, "eta_seconds": 144370.74978188335, "fast_rcnn/cls_accuracy": 0.90673828125, "fast_rcnn/false_negative": 0.9307950191570882, "fast_rcnn/fg_cls_accuracy": 0.06813660477453581, "iteration": 879, "loss_box_reg": 0.2860231250524521, "loss_cls": 0.47390388790518045, "loss_mask": 0.49370616488158703, "loss_rpn_cls": 0.1401749725919217, "loss_rpn_loc": 0.11930201016366482, "loss_sem_seg": 0.881364744156599, "lr": 0.01758242, "mask_rcnn/accuracy": 0.739304948169744, "mask_rcnn/false_negative": 0.18315920938880578, "mask_rcnn/false_positive": 0.2896431822300468, "roi_head/num_bg_samples": 463.75, "roi_head/num_fg_samples": 48.25, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5431223249997856, "total_loss": 2.4375132640998345} {"data_time": 0.012556539999877714, "eta_seconds": 144423.4010053142, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.9646057347670252, "fast_rcnn/fg_cls_accuracy": 0.013888888888888888, "iteration": 899, "loss_box_reg": 0.27206732612103224, "loss_cls": 0.4547783676534891, "loss_mask": 0.5127257816493511, "loss_rpn_cls": 0.13061848748475313, "loss_rpn_loc": 0.11312620691023767, "loss_sem_seg": 0.9262754637748003, "lr": 0.01798202, "mask_rcnn/accuracy": 0.7336435089145549, "mask_rcnn/false_negative": 0.25392231762020007, "mask_rcnn/false_positive": 0.23975586004856078, "roi_head/num_bg_samples": 475.75, "roi_head/num_fg_samples": 36.25, "rpn/num_neg_anchors": 235.0, "rpn/num_pos_anchors": 21.0, "time": 0.540182098500054, "total_loss": 2.434496886562556} {"data_time": 0.01270454200016502, "eta_seconds": 144503.3005785532, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.9832641411520497, "fast_rcnn/fg_cls_accuracy": 0.014644569522618304, "iteration": 919, "loss_box_reg": 0.26211589481681585, "loss_cls": 0.4350349437445402, "loss_mask": 0.5022388957440853, "loss_rpn_cls": 0.1307701205369085, "loss_rpn_loc": 0.10111183999106288, "loss_sem_seg": 0.878034794703126, "lr": 0.01838162, "mask_rcnn/accuracy": 0.7337872909580498, "mask_rcnn/false_negative": 0.23713577878233022, "mask_rcnn/false_positive": 0.2766380296359345, "roi_head/num_bg_samples": 472.0, "roi_head/num_fg_samples": 40.0, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5502924204999999, "total_loss": 2.3051821928238496} {"data_time": 0.012624788500261275, "eta_seconds": 144623.14344797886, "fast_rcnn/cls_accuracy": 0.90283203125, "fast_rcnn/false_negative": 0.9699341842840048, "fast_rcnn/fg_cls_accuracy": 0.01948785539446432, "iteration": 939, "loss_box_reg": 0.28778092470020056, "loss_cls": 0.4428672203794122, "loss_mask": 0.49801466055214405, "loss_rpn_cls": 0.1409059432335198, "loss_rpn_loc": 0.11794512695632875, "loss_sem_seg": 0.9033069387078285, "lr": 0.018781219999999998, "mask_rcnn/accuracy": 0.7423138684987524, "mask_rcnn/false_negative": 0.21107111513747692, "mask_rcnn/false_positive": 0.31040238517695196, "roi_head/num_bg_samples": 461.75, "roi_head/num_fg_samples": 50.25, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.5575046764997751, "total_loss": 2.3353130263858475} {"data_time": 0.012679207000019233, "eta_seconds": 144745.70641421154, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.9771376905192457, "fast_rcnn/fg_cls_accuracy": 0.016533195556703694, "iteration": 959, "loss_box_reg": 0.26282816752791405, "loss_cls": 0.43927496392279863, "loss_mask": 0.4829199519008398, "loss_rpn_cls": 0.14131938549689949, "loss_rpn_loc": 0.11204340792028233, "loss_sem_seg": 0.9265695661306381, "lr": 0.019180819999999998, "mask_rcnn/accuracy": 0.7666186727855699, "mask_rcnn/false_negative": 0.1980451728784489, "mask_rcnn/false_positive": 0.2722425600735996, "roi_head/num_bg_samples": 476.75, "roi_head/num_fg_samples": 35.25, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5585380025001996, "total_loss": 2.40927674039267} {"data_time": 0.011882367999987764, "eta_seconds": 144750.86843401915, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.913105413105413, "fast_rcnn/fg_cls_accuracy": 0.046320184669699234, "iteration": 979, "loss_box_reg": 0.28013419453054667, "loss_cls": 0.4521014215424657, "loss_mask": 0.5007232334464788, "loss_rpn_cls": 0.14352811442222446, "loss_rpn_loc": 0.11994964978657663, "loss_sem_seg": 0.9225848596543074, "lr": 0.01958042, "mask_rcnn/accuracy": 0.7297382842025699, "mask_rcnn/false_negative": 0.18216774455137608, "mask_rcnn/false_positive": 0.3635918051023288, "roi_head/num_bg_samples": 469.25, "roi_head/num_fg_samples": 42.75, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5474258254998858, "total_loss": 2.4398664934560657} {"data_time": 0.011920223499828353, "eta_seconds": 144920.85723874587, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.9588709677419355, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 999, "loss_box_reg": 0.27887674141675234, "loss_cls": 0.4499674728140235, "loss_mask": 0.4909897558391094, "loss_rpn_cls": 0.13645921740680933, "loss_rpn_loc": 0.11413756752153859, "loss_sem_seg": 0.9368384908884764, "lr": 0.01998002, "mask_rcnn/accuracy": 0.744210316791811, "mask_rcnn/false_negative": 0.21229102326102653, "mask_rcnn/false_positive": 0.28023695496129875, "roi_head/num_bg_samples": 480.0, "roi_head/num_fg_samples": 32.0, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5456170405000194, "total_loss": 2.370130603783764} {"data_time": 0.012368667999908212, "eta_seconds": 145178.3353623579, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.9405220367993153, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 1019, "loss_box_reg": 0.2838921286165714, "loss_cls": 0.4418707862496376, "loss_mask": 0.47718959860503674, "loss_rpn_cls": 0.12053306913003325, "loss_rpn_loc": 0.12251415965147316, "loss_sem_seg": 0.9222575388848782, "lr": 0.02, "mask_rcnn/accuracy": 0.762399184111348, "mask_rcnn/false_negative": 0.2192772503533143, "mask_rcnn/false_positive": 0.2788653480878718, "roi_head/num_bg_samples": 471.25, "roi_head/num_fg_samples": 40.75, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5510812750001151, "total_loss": 2.365421083988622} {"data_time": 0.013133314500009874, "eta_seconds": 145228.8387662423, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.9890412564463198, "fast_rcnn/fg_cls_accuracy": 0.0076784101174345075, "iteration": 1039, "loss_box_reg": 0.3053499832749367, "loss_cls": 0.4522809556219727, "loss_mask": 0.47875965759158134, "loss_rpn_cls": 0.13933192752301693, "loss_rpn_loc": 0.13056852169393096, "loss_sem_seg": 0.9188284398987889, "lr": 0.02, "mask_rcnn/accuracy": 0.7705679909158785, "mask_rcnn/false_negative": 0.2099551330678902, "mask_rcnn/false_positive": 0.23792463582114692, "roi_head/num_bg_samples": 475.25, "roi_head/num_fg_samples": 36.75, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5490886664999834, "total_loss": 2.4585878062061965} {"data_time": 0.012299881499984622, "eta_seconds": 145247.20240361904, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.9441287878787878, "fast_rcnn/fg_cls_accuracy": 0.005025125628140704, "iteration": 1059, "loss_box_reg": 0.28149783122353256, "loss_cls": 0.4487150274217129, "loss_mask": 0.49510264955461025, "loss_rpn_cls": 0.14055462973192334, "loss_rpn_loc": 0.13652313826605678, "loss_sem_seg": 0.8763688839972019, "lr": 0.02, "mask_rcnn/accuracy": 0.7775834641834065, "mask_rcnn/false_negative": 0.2131784501719715, "mask_rcnn/false_positive": 0.20833756339751527, "roi_head/num_bg_samples": 482.0, "roi_head/num_fg_samples": 30.0, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5536146375000044, "total_loss": 2.3413052156101912} {"data_time": 0.011957921499970325, "eta_seconds": 145317.53297265474, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.9458968772694263, "fast_rcnn/fg_cls_accuracy": 0.05410312273057371, "iteration": 1079, "loss_box_reg": 0.2769153704866767, "loss_cls": 0.40698863845318556, "loss_mask": 0.4842097479850054, "loss_rpn_cls": 0.12634155061095953, "loss_rpn_loc": 0.1043235573451966, "loss_sem_seg": 0.8379960749298334, "lr": 0.02, "mask_rcnn/accuracy": 0.7575359907949193, "mask_rcnn/false_negative": 0.16833610478371897, "mask_rcnn/false_positive": 0.29724055167854135, "roi_head/num_bg_samples": 479.75, "roi_head/num_fg_samples": 32.25, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5436648234999666, "total_loss": 2.316148195648566} {"data_time": 0.012275202999944668, "eta_seconds": 145411.52632459367, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.937624402866242, "fast_rcnn/fg_cls_accuracy": 0.016125541125541126, "iteration": 1099, "loss_box_reg": 0.2702861085999757, "loss_cls": 0.43118205294013023, "loss_mask": 0.4672629293054342, "loss_rpn_cls": 0.12468176591210067, "loss_rpn_loc": 0.13171812100335956, "loss_sem_seg": 0.8564465306699276, "lr": 0.02, "mask_rcnn/accuracy": 0.7752976190476191, "mask_rcnn/false_negative": 0.21326751268605212, "mask_rcnn/false_positive": 0.2345859208662081, "roi_head/num_bg_samples": 477.25, "roi_head/num_fg_samples": 34.75, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5467465235001328, "total_loss": 2.3167031288321596} {"data_time": 0.011806741499867712, "eta_seconds": 145452.2562383093, "fast_rcnn/cls_accuracy": 0.90966796875, "fast_rcnn/false_negative": 0.9566115702479339, "fast_rcnn/fg_cls_accuracy": 0.034733080187625644, "iteration": 1119, "loss_box_reg": 0.28409348614513874, "loss_cls": 0.44482158217579126, "loss_mask": 0.4762055203318596, "loss_rpn_cls": 0.14595448621548712, "loss_rpn_loc": 0.11271010775817558, "loss_sem_seg": 0.8281525559723377, "lr": 0.02, "mask_rcnn/accuracy": 0.7723791877213142, "mask_rcnn/false_negative": 0.2308738532190185, "mask_rcnn/false_positive": 0.2312523296336232, "roi_head/num_bg_samples": 463.75, "roi_head/num_fg_samples": 48.25, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5520387819999542, "total_loss": 2.2982142119435593} {"data_time": 0.01217163100000107, "eta_seconds": 145547.27227423724, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.8724095053882288, "fast_rcnn/fg_cls_accuracy": 0.034722222222222224, "iteration": 1139, "loss_box_reg": 0.29797925846651196, "loss_cls": 0.4484538217075169, "loss_mask": 0.47227778285741806, "loss_rpn_cls": 0.13049760786816478, "loss_rpn_loc": 0.11316406482364982, "loss_sem_seg": 0.8167082741856575, "lr": 0.02, "mask_rcnn/accuracy": 0.787214671173813, "mask_rcnn/false_negative": 0.17013917142691665, "mask_rcnn/false_positive": 0.26150236787391323, "roi_head/num_bg_samples": 460.75, "roi_head/num_fg_samples": 51.25, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5575925880000341, "total_loss": 2.2932102538179606} {"data_time": 0.012515599499920427, "eta_seconds": 145634.55736543346, "fast_rcnn/cls_accuracy": 0.90185546875, "fast_rcnn/false_negative": 0.8819444444444444, "fast_rcnn/fg_cls_accuracy": 0.09894116471880932, "iteration": 1159, "loss_box_reg": 0.32705904194153845, "loss_cls": 0.48581406753510237, "loss_mask": 0.4771240074187517, "loss_rpn_cls": 0.1266729321796447, "loss_rpn_loc": 0.12269345147069544, "loss_sem_seg": 0.8152286913245916, "lr": 0.02, "mask_rcnn/accuracy": 0.7651508249403658, "mask_rcnn/false_negative": 0.19271397227966774, "mask_rcnn/false_positive": 0.24850438609316644, "roi_head/num_bg_samples": 459.75, "roi_head/num_fg_samples": 52.25, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.5649453399998947, "total_loss": 2.3423961106454954} {"data_time": 0.012022098499983258, "eta_seconds": 145741.24587498308, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.8828613590049891, "fast_rcnn/fg_cls_accuracy": 0.07392253136933988, "iteration": 1179, "loss_box_reg": 0.2816256284713745, "loss_cls": 0.40218163933604956, "loss_mask": 0.4785463400185108, "loss_rpn_cls": 0.13915531220845878, "loss_rpn_loc": 0.12074768042657524, "loss_sem_seg": 0.8093563131988049, "lr": 0.02, "mask_rcnn/accuracy": 0.7722351373345038, "mask_rcnn/false_negative": 0.19870551841132275, "mask_rcnn/false_positive": 0.24517486619506745, "roi_head/num_bg_samples": 474.75, "roi_head/num_fg_samples": 37.25, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5429869895001502, "total_loss": 2.212640224257484} {"data_time": 0.012470894499983842, "eta_seconds": 145789.2993288427, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.9152842851715841, "fast_rcnn/fg_cls_accuracy": 0.019139566395663957, "iteration": 1199, "loss_box_reg": 0.2961825942620635, "loss_cls": 0.4510951144620776, "loss_mask": 0.47206283546984196, "loss_rpn_cls": 0.13339125597849488, "loss_rpn_loc": 0.13004907534923404, "loss_sem_seg": 0.7906025778502226, "lr": 0.02, "mask_rcnn/accuracy": 0.7731183008701665, "mask_rcnn/false_negative": 0.1799124001415272, "mask_rcnn/false_positive": 0.3009950939303374, "roi_head/num_bg_samples": 467.75, "roi_head/num_fg_samples": 44.25, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5595820369999274, "total_loss": 2.293148501426913} {"data_time": 0.01181769150002765, "eta_seconds": 145962.8307447813, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.8501602564102564, "fast_rcnn/fg_cls_accuracy": 0.11803405572755418, "iteration": 1219, "loss_box_reg": 0.283740668091923, "loss_cls": 0.4298998420126736, "loss_mask": 0.46883618645370007, "loss_rpn_cls": 0.14547394344117492, "loss_rpn_loc": 0.11862928682239726, "loss_sem_seg": 0.8634158447384834, "lr": 0.02, "mask_rcnn/accuracy": 0.7889085755053362, "mask_rcnn/false_negative": 0.18037615278818342, "mask_rcnn/false_positive": 0.22362953920873602, "roi_head/num_bg_samples": 471.75, "roi_head/num_fg_samples": 40.25, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.5606600544997491, "total_loss": 2.2620472690323368} {"data_time": 0.013359164000121382, "eta_seconds": 146017.57299800645, "fast_rcnn/cls_accuracy": 0.91259765625, "fast_rcnn/false_negative": 0.8351785714285714, "fast_rcnn/fg_cls_accuracy": 0.09760693423779913, "iteration": 1239, "loss_box_reg": 0.2720434423536062, "loss_cls": 0.41609234595671296, "loss_mask": 0.4604223370552063, "loss_rpn_cls": 0.1200794754549861, "loss_rpn_loc": 0.11120153276715428, "loss_sem_seg": 0.7987857740372419, "lr": 0.02, "mask_rcnn/accuracy": 0.7668132297412847, "mask_rcnn/false_negative": 0.16061783579546318, "mask_rcnn/false_positive": 0.2919225312955491, "roi_head/num_bg_samples": 463.5, "roi_head/num_fg_samples": 48.5, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5562621940002828, "total_loss": 2.1839094165479764} {"data_time": 0.012748235000117347, "eta_seconds": 146096.7050203547, "fast_rcnn/cls_accuracy": 0.90478515625, "fast_rcnn/false_negative": 0.844514157014157, "fast_rcnn/fg_cls_accuracy": 0.10154639175257732, "iteration": 1259, "loss_box_reg": 0.2976106684654951, "loss_cls": 0.45159729570150375, "loss_mask": 0.45938072726130486, "loss_rpn_cls": 0.13121577363926917, "loss_rpn_loc": 0.11380947291036136, "loss_sem_seg": 0.8011626973748207, "lr": 0.02, "mask_rcnn/accuracy": 0.7778243266086301, "mask_rcnn/false_negative": 0.19341586836975394, "mask_rcnn/false_positive": 0.28247310556440064, "roi_head/num_bg_samples": 460.75, "roi_head/num_fg_samples": 51.25, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5481361264999123, "total_loss": 2.2191060943878256} {"data_time": 0.011345192000135285, "eta_seconds": 146102.15271012043, "fast_rcnn/cls_accuracy": 0.90380859375, "fast_rcnn/false_negative": 0.8552955665024631, "fast_rcnn/fg_cls_accuracy": 0.09296090143904426, "iteration": 1279, "loss_box_reg": 0.3266989542171359, "loss_cls": 0.4490111814811826, "loss_mask": 0.4555972646921873, "loss_rpn_cls": 0.12956341332755983, "loss_rpn_loc": 0.1293097296729684, "loss_sem_seg": 0.8444525580853224, "lr": 0.02, "mask_rcnn/accuracy": 0.794115618924367, "mask_rcnn/false_negative": 0.1807949293569454, "mask_rcnn/false_positive": 0.2611441772308306, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.5524942214999555, "total_loss": 2.2635160283534788} {"data_time": 0.013246321499991609, "eta_seconds": 146106.85917713944, "fast_rcnn/cls_accuracy": 0.90771484375, "fast_rcnn/false_negative": 0.8857645901299778, "fast_rcnn/fg_cls_accuracy": 0.05558069381598793, "iteration": 1299, "loss_box_reg": 0.2680111771915108, "loss_cls": 0.4243818148970604, "loss_mask": 0.47133698500692844, "loss_rpn_cls": 0.10560088092461228, "loss_rpn_loc": 0.1137484027130995, "loss_sem_seg": 0.8489853776991367, "lr": 0.02, "mask_rcnn/accuracy": 0.7706948309626881, "mask_rcnn/false_negative": 0.15846597463489492, "mask_rcnn/false_positive": 0.28812517616448485, "roi_head/num_bg_samples": 466.25, "roi_head/num_fg_samples": 45.75, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.5411739880000823, "total_loss": 2.284998377901502} {"data_time": 0.012892081000018152, "eta_seconds": 146439.70114639454, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.9239766081871346, "fast_rcnn/fg_cls_accuracy": 0.05694444444444445, "iteration": 1319, "loss_box_reg": 0.3303342191502452, "loss_cls": 0.47831941954791546, "loss_mask": 0.44496646896004677, "loss_rpn_cls": 0.11865577031858265, "loss_rpn_loc": 0.09861924522556365, "loss_sem_seg": 0.8009477704763412, "lr": 0.02, "mask_rcnn/accuracy": 0.7985573182174468, "mask_rcnn/false_negative": 0.17590310213065286, "mask_rcnn/false_positive": 0.20621203444357245, "roi_head/num_bg_samples": 467.5, "roi_head/num_fg_samples": 44.5, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5625426265000897, "total_loss": 2.2411136617593} {"data_time": 0.013619320500083631, "eta_seconds": 146532.99879771715, "fast_rcnn/cls_accuracy": 0.90185546875, "fast_rcnn/false_negative": 0.8453746462088485, "fast_rcnn/fg_cls_accuracy": 0.13965936739659368, "iteration": 1339, "loss_box_reg": 0.3129489002749324, "loss_cls": 0.4607873363420367, "loss_mask": 0.45540844462811947, "loss_rpn_cls": 0.1287266465369612, "loss_rpn_loc": 0.12137321158661507, "loss_sem_seg": 0.8540748562663794, "lr": 0.02, "mask_rcnn/accuracy": 0.7622418782854051, "mask_rcnn/false_negative": 0.19622650175022105, "mask_rcnn/false_positive": 0.2506664172316139, "roi_head/num_bg_samples": 456.5, "roi_head/num_fg_samples": 55.5, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.5455618269998013, "total_loss": 2.2763614914147183} {"data_time": 0.012266546999853745, "eta_seconds": 146586.0280365316, "fast_rcnn/cls_accuracy": 0.912109375, "fast_rcnn/false_negative": 0.8399786780383796, "fast_rcnn/fg_cls_accuracy": 0.11081497275527126, "iteration": 1359, "loss_box_reg": 0.2806602467899211, "loss_cls": 0.4037606781348586, "loss_mask": 0.4466526638716459, "loss_rpn_cls": 0.10803245985880494, "loss_rpn_loc": 0.09849160973681137, "loss_sem_seg": 0.7465900406241417, "lr": 0.02, "mask_rcnn/accuracy": 0.7928452222010299, "mask_rcnn/false_negative": 0.13153577350956608, "mask_rcnn/false_positive": 0.2911331720300959, "roi_head/num_bg_samples": 463.5, "roi_head/num_fg_samples": 48.5, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5483231675000297, "total_loss": 2.0431109599303454} {"data_time": 0.012318621499844085, "eta_seconds": 146611.59616647358, "fast_rcnn/cls_accuracy": 0.90625, "fast_rcnn/false_negative": 0.871082621082621, "fast_rcnn/fg_cls_accuracy": 0.06875, "iteration": 1379, "loss_box_reg": 0.3209935147315264, "loss_cls": 0.4643903085961938, "loss_mask": 0.4433858394622803, "loss_rpn_cls": 0.114399106008932, "loss_rpn_loc": 0.11056297580944374, "loss_sem_seg": 0.7080246955156326, "lr": 0.02, "mask_rcnn/accuracy": 0.7648836873930859, "mask_rcnn/false_negative": 0.19705387190739673, "mask_rcnn/false_positive": 0.2431084957120897, "roi_head/num_bg_samples": 463.5, "roi_head/num_fg_samples": 48.5, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.553598987000214, "total_loss": 2.18656868027756} {"data_time": 0.012164810999820475, "eta_seconds": 146705.22987812822, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.8423508938459104, "fast_rcnn/fg_cls_accuracy": 0.14020724568897325, "iteration": 1399, "loss_box_reg": 0.3209683708846569, "loss_cls": 0.45634155347943306, "loss_mask": 0.43344080075621605, "loss_rpn_cls": 0.1192161540966481, "loss_rpn_loc": 0.11053170531522483, "loss_sem_seg": 0.7894299663603306, "lr": 0.02, "mask_rcnn/accuracy": 0.776904855348733, "mask_rcnn/false_negative": 0.1640029648655425, "mask_rcnn/false_positive": 0.26336047964086495, "roi_head/num_bg_samples": 460.25, "roi_head/num_fg_samples": 51.75, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5504778555000485, "total_loss": 2.185365621437086} {"data_time": 0.011731108999811113, "eta_seconds": 146719.04333926374, "fast_rcnn/cls_accuracy": 0.91064453125, "fast_rcnn/false_negative": 0.7841993637327678, "fast_rcnn/fg_cls_accuracy": 0.14293817356778218, "iteration": 1419, "loss_box_reg": 0.31053904443979263, "loss_cls": 0.4117177175357938, "loss_mask": 0.4386658016592264, "loss_rpn_cls": 0.12167158047668636, "loss_rpn_loc": 0.11373144353274256, "loss_sem_seg": 0.8156359028071165, "lr": 0.02, "mask_rcnn/accuracy": 0.798045229733207, "mask_rcnn/false_negative": 0.19138770041845934, "mask_rcnn/false_positive": 0.20685027302771786, "roi_head/num_bg_samples": 461.25, "roi_head/num_fg_samples": 50.75, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5582714319998558, "total_loss": 2.206138755194843} {"data_time": 0.011578585000052044, "eta_seconds": 146811.50926182664, "fast_rcnn/cls_accuracy": 0.90771484375, "fast_rcnn/false_negative": 0.7888043559334676, "fast_rcnn/fg_cls_accuracy": 0.18455963884048787, "iteration": 1439, "loss_box_reg": 0.3060439554974437, "loss_cls": 0.42444764636456966, "loss_mask": 0.41429963801056147, "loss_rpn_cls": 0.1115080084418878, "loss_rpn_loc": 0.1123764754156582, "loss_sem_seg": 0.785396452061832, "lr": 0.02, "mask_rcnn/accuracy": 0.7866096430821192, "mask_rcnn/false_negative": 0.14745698114900263, "mask_rcnn/false_positive": 0.2771696968003094, "roi_head/num_bg_samples": 459.75, "roi_head/num_fg_samples": 52.25, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.558173228999749, "total_loss": 2.142903928004671} {"data_time": 0.011861407499964116, "eta_seconds": 146845.15413987436, "fast_rcnn/cls_accuracy": 0.9140625, "fast_rcnn/false_negative": 0.8288461538461538, "fast_rcnn/fg_cls_accuracy": 0.1399350649350649, "iteration": 1459, "loss_box_reg": 0.3120119031518698, "loss_cls": 0.4483542162925005, "loss_mask": 0.433016000315547, "loss_rpn_cls": 0.11623855505604297, "loss_rpn_loc": 0.10126140515785664, "loss_sem_seg": 0.7318443898111582, "lr": 0.02, "mask_rcnn/accuracy": 0.7963179733918884, "mask_rcnn/false_negative": 0.168161931251247, "mask_rcnn/false_positive": 0.1951377803231813, "roi_head/num_bg_samples": 463.75, "roi_head/num_fg_samples": 48.25, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 0.5527249399999619, "total_loss": 2.1218948820605874} {"data_time": 0.012553902500030745, "eta_seconds": 146811.90916720123, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.7917534722222221, "fast_rcnn/fg_cls_accuracy": 0.06061224489795918, "iteration": 1479, "loss_box_reg": 0.2975646751001477, "loss_cls": 0.4358091577887535, "loss_mask": 0.42121131159365177, "loss_rpn_cls": 0.11513315723277628, "loss_rpn_loc": 0.10985163657460362, "loss_sem_seg": 0.7895718887448311, "lr": 0.02, "mask_rcnn/accuracy": 0.7959044740644478, "mask_rcnn/false_negative": 0.1657284440271041, "mask_rcnn/false_positive": 0.22055834051055323, "roi_head/num_bg_samples": 480.25, "roi_head/num_fg_samples": 31.75, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5452205279998452, "total_loss": 2.1721547883935273} {"data_time": 0.012377436999940983, "eta_seconds": 146894.38782388443, "fast_rcnn/cls_accuracy": 0.91259765625, "fast_rcnn/false_negative": 0.8284313725490196, "fast_rcnn/fg_cls_accuracy": 0.12651373017226675, "iteration": 1499, "loss_box_reg": 0.30001134891062975, "loss_cls": 0.4368489235639572, "loss_mask": 0.44238515570759773, "loss_rpn_cls": 0.12866489007137716, "loss_rpn_loc": 0.12533648556564003, "loss_sem_seg": 0.7754040788859129, "lr": 0.02, "mask_rcnn/accuracy": 0.7845958373106838, "mask_rcnn/false_negative": 0.176569543986277, "mask_rcnn/false_positive": 0.23784149215521386, "roi_head/num_bg_samples": 467.5, "roi_head/num_fg_samples": 44.5, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.5480605340001148, "total_loss": 2.205575826112181} {"data_time": 0.01198238000006313, "eta_seconds": 146983.10669501656, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.7719562243502052, "fast_rcnn/fg_cls_accuracy": 0.1579343365253078, "iteration": 1519, "loss_box_reg": 0.30422834772616625, "loss_cls": 0.42523628287017345, "loss_mask": 0.4326990954577923, "loss_rpn_cls": 0.12038048659451306, "loss_rpn_loc": 0.11269225343130529, "loss_sem_seg": 0.6880640061572194, "lr": 0.02, "mask_rcnn/accuracy": 0.80882847930839, "mask_rcnn/false_negative": 0.15246895877017352, "mask_rcnn/false_positive": 0.23983324554401592, "roi_head/num_bg_samples": 469.25, "roi_head/num_fg_samples": 42.75, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5527585689999341, "total_loss": 2.189619720360497} {"data_time": 0.011586681499920815, "eta_seconds": 147066.35545614295, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.7428640541848088, "fast_rcnn/fg_cls_accuracy": 0.2341304347826087, "iteration": 1539, "loss_box_reg": 0.30095321661792696, "loss_cls": 0.4568533515557647, "loss_mask": 0.43668320402503014, "loss_rpn_cls": 0.1371344500221312, "loss_rpn_loc": 0.11434031842509285, "loss_sem_seg": 0.7776382341980934, "lr": 0.02, "mask_rcnn/accuracy": 0.8083885185363453, "mask_rcnn/false_negative": 0.15060463956505232, "mask_rcnn/false_positive": 0.25536401957857635, "roi_head/num_bg_samples": 459.0, "roi_head/num_fg_samples": 53.0, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5460738890001267, "total_loss": 2.2487321759108454} {"data_time": 0.012062770500051556, "eta_seconds": 147152.270162956, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.7810308555399719, "fast_rcnn/fg_cls_accuracy": 0.1428716697173073, "iteration": 1559, "loss_box_reg": 0.2900093630887568, "loss_cls": 0.4202538728713989, "loss_mask": 0.4239190686494112, "loss_rpn_cls": 0.11168102757073939, "loss_rpn_loc": 0.11031908402219415, "loss_sem_seg": 0.7793547958135605, "lr": 0.02, "mask_rcnn/accuracy": 0.8183189769414259, "mask_rcnn/false_negative": 0.1568385368194528, "mask_rcnn/false_positive": 0.19790804764500514, "roi_head/num_bg_samples": 470.25, "roi_head/num_fg_samples": 41.75, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5542889520002063, "total_loss": 2.201562142930925} {"data_time": 0.011646436999853904, "eta_seconds": 147270.40524711442, "fast_rcnn/cls_accuracy": 0.91064453125, "fast_rcnn/false_negative": 0.87358375012759, "fast_rcnn/fg_cls_accuracy": 0.08102629445152322, "iteration": 1579, "loss_box_reg": 0.3046046053059399, "loss_cls": 0.4266802677884698, "loss_mask": 0.4302247390151024, "loss_rpn_cls": 0.11436730460263789, "loss_rpn_loc": 0.13031828892417252, "loss_sem_seg": 0.7485445886850357, "lr": 0.02, "mask_rcnn/accuracy": 0.7883932615165632, "mask_rcnn/false_negative": 0.18660483898742225, "mask_rcnn/false_positive": 0.27444340607310713, "roi_head/num_bg_samples": 462.25, "roi_head/num_fg_samples": 49.75, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.547746691499924, "total_loss": 2.1436400130041875} {"data_time": 0.012174804499863967, "eta_seconds": 147294.6844800949, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.7665721375398795, "fast_rcnn/fg_cls_accuracy": 0.19890109890109892, "iteration": 1599, "loss_box_reg": 0.29402744583785534, "loss_cls": 0.40545184072107077, "loss_mask": 0.43294558487832546, "loss_rpn_cls": 0.12162299221381545, "loss_rpn_loc": 0.10918057337403297, "loss_sem_seg": 0.7396229729056358, "lr": 0.02, "mask_rcnn/accuracy": 0.8287431318681319, "mask_rcnn/false_negative": 0.15932424020808647, "mask_rcnn/false_positive": 0.22238304447054136, "roi_head/num_bg_samples": 476.75, "roi_head/num_fg_samples": 35.25, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 0.5475767650000307, "total_loss": 2.118537968606688} {"data_time": 0.012700679500312617, "eta_seconds": 147266.2080397025, "fast_rcnn/cls_accuracy": 0.90087890625, "fast_rcnn/false_negative": 0.8508064516129032, "fast_rcnn/fg_cls_accuracy": 0.12224842767295598, "iteration": 1619, "loss_box_reg": 0.3265757830813527, "loss_cls": 0.43595310021191835, "loss_mask": 0.4125701691955328, "loss_rpn_cls": 0.10233254381455481, "loss_rpn_loc": 0.09342105756513774, "loss_sem_seg": 0.7466726377606392, "lr": 0.02, "mask_rcnn/accuracy": 0.7902538417525662, "mask_rcnn/false_negative": 0.15374682530185715, "mask_rcnn/false_positive": 0.24891796808268, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5571039214999018, "total_loss": 2.1009426552336663} {"data_time": 0.01247709749986825, "eta_seconds": 147377.2324149728, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.7239749027925062, "fast_rcnn/fg_cls_accuracy": 0.18610668789808915, "iteration": 1639, "loss_box_reg": 0.3061997862532735, "loss_cls": 0.4071096684783697, "loss_mask": 0.423172939568758, "loss_rpn_cls": 0.10552738304249942, "loss_rpn_loc": 0.11570857506012544, "loss_sem_seg": 0.6970045976340771, "lr": 0.02, "mask_rcnn/accuracy": 0.8037213569638382, "mask_rcnn/false_negative": 0.16602811294407668, "mask_rcnn/false_positive": 0.20192405102735989, "roi_head/num_bg_samples": 461.5, "roi_head/num_fg_samples": 50.5, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5507604609999817, "total_loss": 2.094700960558839} {"data_time": 0.01212828450024972, "eta_seconds": 147477.29740416424, "fast_rcnn/cls_accuracy": 0.88525390625, "fast_rcnn/false_negative": 0.8173228346456693, "fast_rcnn/fg_cls_accuracy": 0.11374380260578808, "iteration": 1659, "loss_box_reg": 0.3293459741398692, "loss_cls": 0.473872478120029, "loss_mask": 0.4172192383557558, "loss_rpn_cls": 0.10878069035243243, "loss_rpn_loc": 0.0957164247520268, "loss_sem_seg": 0.761926188133657, "lr": 0.02, "mask_rcnn/accuracy": 0.798162928640001, "mask_rcnn/false_negative": 0.15384327062172876, "mask_rcnn/false_positive": 0.21804260233768602, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5625549260000753, "total_loss": 2.1766820731572807} {"data_time": 0.01157718800004659, "eta_seconds": 147500.58242178411, "fast_rcnn/cls_accuracy": 0.90234375, "fast_rcnn/false_negative": 0.8971715569653714, "fast_rcnn/fg_cls_accuracy": 0.05831212892281594, "iteration": 1679, "loss_box_reg": 0.2938875015825033, "loss_cls": 0.43485695123672485, "loss_mask": 0.44043154641985893, "loss_rpn_cls": 0.10345119063276798, "loss_rpn_loc": 0.09963396441889927, "loss_sem_seg": 0.7570367027074099, "lr": 0.02, "mask_rcnn/accuracy": 0.7890935173514235, "mask_rcnn/false_negative": 0.14503141842457623, "mask_rcnn/false_positive": 0.2669136346907969, "roi_head/num_bg_samples": 462.25, "roi_head/num_fg_samples": 49.75, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5459447775001536, "total_loss": 2.154520340380259} {"data_time": 0.011431988499907675, "eta_seconds": 147516.87684480674, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.8238961914391641, "fast_rcnn/fg_cls_accuracy": 0.1391304347826087, "iteration": 1699, "loss_box_reg": 0.3150938116014004, "loss_cls": 0.44894320890307426, "loss_mask": 0.4285058341920376, "loss_rpn_cls": 0.12046891241334379, "loss_rpn_loc": 0.11698820150922984, "loss_sem_seg": 0.7541971448808908, "lr": 0.02, "mask_rcnn/accuracy": 0.8050943534890096, "mask_rcnn/false_negative": 0.13454116564278906, "mask_rcnn/false_positive": 0.2326793074578528, "roi_head/num_bg_samples": 468.25, "roi_head/num_fg_samples": 43.75, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.5679158865000318, "total_loss": 2.141324332653312} {"data_time": 0.012038472499853015, "eta_seconds": 147536.9048903418, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.7865957998444386, "fast_rcnn/fg_cls_accuracy": 0.13528468323977547, "iteration": 1719, "loss_box_reg": 0.29742133105173707, "loss_cls": 0.4175978805869818, "loss_mask": 0.42008865624666214, "loss_rpn_cls": 0.13142831181176007, "loss_rpn_loc": 0.1260213478235528, "loss_sem_seg": 0.7715331502258778, "lr": 0.02, "mask_rcnn/accuracy": 0.8246199696321481, "mask_rcnn/false_negative": 0.18312014559501388, "mask_rcnn/false_positive": 0.18771077959983884, "roi_head/num_bg_samples": 476.75, "roi_head/num_fg_samples": 35.25, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5521698934999222, "total_loss": 2.172483994043432} {"data_time": 0.011262361000035526, "eta_seconds": 147544.06076889782, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.7949311639549437, "fast_rcnn/fg_cls_accuracy": 0.19558823529411765, "iteration": 1739, "loss_box_reg": 0.3124339049682021, "loss_cls": 0.42301769461482763, "loss_mask": 0.4241223447024822, "loss_rpn_cls": 0.10765860229730606, "loss_rpn_loc": 0.10391450754832476, "loss_sem_seg": 0.6925447536632419, "lr": 0.02, "mask_rcnn/accuracy": 0.8037055262652537, "mask_rcnn/false_negative": 0.13724270924610188, "mask_rcnn/false_positive": 0.26851415596025735, "roi_head/num_bg_samples": 467.75, "roi_head/num_fg_samples": 44.25, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.5535149104998709, "total_loss": 2.0638788944343105} {"data_time": 0.012760608000007778, "eta_seconds": 147587.92500132552, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.8286111111111112, "fast_rcnn/fg_cls_accuracy": 0.11263681592039801, "iteration": 1759, "loss_box_reg": 0.3089160108938813, "loss_cls": 0.4133346304297447, "loss_mask": 0.44717154651880264, "loss_rpn_cls": 0.11157260939944535, "loss_rpn_loc": 0.11850970913656056, "loss_sem_seg": 0.6950331870466471, "lr": 0.02, "mask_rcnn/accuracy": 0.8004080359626811, "mask_rcnn/false_negative": 0.17836970360031476, "mask_rcnn/false_positive": 0.26991408385501203, "roi_head/num_bg_samples": 464.0, "roi_head/num_fg_samples": 48.0, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5494407040000624, "total_loss": 2.12600408133585} {"data_time": 0.012770615500130589, "eta_seconds": 147603.2325481589, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.8043187144291932, "fast_rcnn/fg_cls_accuracy": 0.1435702509617146, "iteration": 1779, "loss_box_reg": 0.3073883014731109, "loss_cls": 0.4139915481209755, "loss_mask": 0.41431252285838127, "loss_rpn_cls": 0.10230799624696374, "loss_rpn_loc": 0.10289762925822288, "loss_sem_seg": 0.7430703919380903, "lr": 0.02, "mask_rcnn/accuracy": 0.8113470348438832, "mask_rcnn/false_negative": 0.13394502028392646, "mask_rcnn/false_positive": 0.23148637691253565, "roi_head/num_bg_samples": 466.5, "roi_head/num_fg_samples": 45.5, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5645359380000627, "total_loss": 2.0875087978783995} {"data_time": 0.012659757499932311, "eta_seconds": 147592.2264574689, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.7745783132530121, "fast_rcnn/fg_cls_accuracy": 0.19629874421678783, "iteration": 1799, "loss_box_reg": 0.27666509174741805, "loss_cls": 0.3943537771701813, "loss_mask": 0.41614308673888445, "loss_rpn_cls": 0.12498326133936644, "loss_rpn_loc": 0.11711489330627955, "loss_sem_seg": 0.7254470828920603, "lr": 0.02, "mask_rcnn/accuracy": 0.8002831394466317, "mask_rcnn/false_negative": 0.16966489938737747, "mask_rcnn/false_positive": 0.21273134068625926, "roi_head/num_bg_samples": 471.5, "roi_head/num_fg_samples": 40.5, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.548037819000001, "total_loss": 2.042658514168579} {"data_time": 0.013698572000066633, "eta_seconds": 147634.1170576125, "fast_rcnn/cls_accuracy": 0.9072265625, "fast_rcnn/false_negative": 0.7115732368896925, "fast_rcnn/fg_cls_accuracy": 0.2402244494635799, "iteration": 1819, "loss_box_reg": 0.3059425186365843, "loss_cls": 0.38011265732347965, "loss_mask": 0.4177314341068268, "loss_rpn_cls": 0.11077796900644898, "loss_rpn_loc": 0.12266282236669213, "loss_sem_seg": 0.6900997003540397, "lr": 0.02, "mask_rcnn/accuracy": 0.8138028846153846, "mask_rcnn/false_negative": 0.16091137840518588, "mask_rcnn/false_positive": 0.21354548951673494, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.5607481484998971, "total_loss": 2.091290670214221} {"data_time": 0.011470822999854136, "eta_seconds": 147707.30193347414, "fast_rcnn/cls_accuracy": 0.900390625, "fast_rcnn/false_negative": 0.8206309819213045, "fast_rcnn/fg_cls_accuracy": 0.13262391744978808, "iteration": 1839, "loss_box_reg": 0.29620720678940415, "loss_cls": 0.40531654190272093, "loss_mask": 0.416662123054266, "loss_rpn_cls": 0.11072729283478111, "loss_rpn_loc": 0.11151107196928933, "loss_sem_seg": 0.6992519404739141, "lr": 0.02, "mask_rcnn/accuracy": 0.813041941701777, "mask_rcnn/false_negative": 0.127152908095569, "mask_rcnn/false_positive": 0.22797821799263052, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5505919219999669, "total_loss": 2.062720858724788} {"data_time": 0.012576406999869505, "eta_seconds": 147638.86791585453, "fast_rcnn/cls_accuracy": 0.90283203125, "fast_rcnn/false_negative": 0.8508848910340793, "fast_rcnn/fg_cls_accuracy": 0.10591942998081666, "iteration": 1859, "loss_box_reg": 0.27939220424741507, "loss_cls": 0.37896646931767464, "loss_mask": 0.4093231279402971, "loss_rpn_cls": 0.10775926685892045, "loss_rpn_loc": 0.11435039195930585, "loss_sem_seg": 0.6685702605172992, "lr": 0.02, "mask_rcnn/accuracy": 0.7958999926501213, "mask_rcnn/false_negative": 0.14845777106945945, "mask_rcnn/false_positive": 0.23413070556572252, "roi_head/num_bg_samples": 460.25, "roi_head/num_fg_samples": 51.75, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5445290145000854, "total_loss": 1.98650258599082} {"data_time": 0.012097326000002795, "eta_seconds": 147691.8774136811, "fast_rcnn/cls_accuracy": 0.89404296875, "fast_rcnn/false_negative": 0.8128470936690115, "fast_rcnn/fg_cls_accuracy": 0.12655766681396377, "iteration": 1879, "loss_box_reg": 0.28520833468064666, "loss_cls": 0.41050540190190077, "loss_mask": 0.4270843304693699, "loss_rpn_cls": 0.10856090043671429, "loss_rpn_loc": 0.1283959518186748, "loss_sem_seg": 0.701789140701294, "lr": 0.02, "mask_rcnn/accuracy": 0.7970794467234461, "mask_rcnn/false_negative": 0.1495539420013778, "mask_rcnn/false_positive": 0.24761204679739773, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.553803874499863, "total_loss": 2.1109362590359524} {"data_time": 0.011977806999993845, "eta_seconds": 147829.1079921874, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.7379862700228832, "fast_rcnn/fg_cls_accuracy": 0.21762150420852566, "iteration": 1899, "loss_box_reg": 0.29961654357612133, "loss_cls": 0.4131744187325239, "loss_mask": 0.40403349325060844, "loss_rpn_cls": 0.09632717748172581, "loss_rpn_loc": 0.10473089199513197, "loss_sem_seg": 0.676669386215508, "lr": 0.02, "mask_rcnn/accuracy": 0.8058774874892485, "mask_rcnn/false_negative": 0.1683685026760807, "mask_rcnn/false_positive": 0.20482394094192208, "roi_head/num_bg_samples": 464.25, "roi_head/num_fg_samples": 47.75, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5563801025002704, "total_loss": 1.9982167723355815} {"data_time": 0.01247929150008531, "eta_seconds": 147840.40135355148, "fast_rcnn/cls_accuracy": 0.90380859375, "fast_rcnn/false_negative": 0.7526465870611299, "fast_rcnn/fg_cls_accuracy": 0.19398238017022548, "iteration": 1919, "loss_box_reg": 0.3050616877153516, "loss_cls": 0.3984834123402834, "loss_mask": 0.40046029537916183, "loss_rpn_cls": 0.09935458470135927, "loss_rpn_loc": 0.11323848506435752, "loss_sem_seg": 0.6852601990103722, "lr": 0.02, "mask_rcnn/accuracy": 0.8063304375804377, "mask_rcnn/false_negative": 0.152133898604906, "mask_rcnn/false_positive": 0.25043174782891575, "roi_head/num_bg_samples": 458.0, "roi_head/num_fg_samples": 54.0, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.5549816375000773, "total_loss": 2.0916843465529382} {"data_time": 0.012363782499960507, "eta_seconds": 147841.1942495656, "fast_rcnn/cls_accuracy": 0.8896484375, "fast_rcnn/false_negative": 0.7376663480626424, "fast_rcnn/fg_cls_accuracy": 0.16977918722104768, "iteration": 1939, "loss_box_reg": 0.2997185685671866, "loss_cls": 0.4027331592515111, "loss_mask": 0.39100008737295866, "loss_rpn_cls": 0.0961045001167804, "loss_rpn_loc": 0.09862663864623755, "loss_sem_seg": 0.7043645400553942, "lr": 0.02, "mask_rcnn/accuracy": 0.8253917319344719, "mask_rcnn/false_negative": 0.12887476877058768, "mask_rcnn/false_positive": 0.21803606427174943, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.5652251914998487, "total_loss": 2.0346457132254727} {"data_time": 0.013955963999933374, "eta_seconds": 147818.34228911146, "fast_rcnn/cls_accuracy": 0.91015625, "fast_rcnn/false_negative": 0.7534904572819265, "fast_rcnn/fg_cls_accuracy": 0.1896513680494263, "iteration": 1959, "loss_box_reg": 0.31583487847819924, "loss_cls": 0.3938150303438306, "loss_mask": 0.3951099719852209, "loss_rpn_cls": 0.10234198637772352, "loss_rpn_loc": 0.09407524578273296, "loss_sem_seg": 0.6950418259948492, "lr": 0.02, "mask_rcnn/accuracy": 0.8304773258735312, "mask_rcnn/false_negative": 0.1195398580129119, "mask_rcnn/false_positive": 0.19005651959545544, "roi_head/num_bg_samples": 461.0, "roi_head/num_fg_samples": 51.0, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5475225245002093, "total_loss": 2.065222067059949} {"data_time": 0.011672249499952159, "eta_seconds": 147807.31275689148, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.6899644030668127, "fast_rcnn/fg_cls_accuracy": 0.23782630522088352, "iteration": 1979, "loss_box_reg": 0.2827518656849861, "loss_cls": 0.37470286153256893, "loss_mask": 0.407201973721385, "loss_rpn_cls": 0.1108646159991622, "loss_rpn_loc": 0.11623865651199594, "loss_sem_seg": 0.6965131275355816, "lr": 0.02, "mask_rcnn/accuracy": 0.8204300291545189, "mask_rcnn/false_negative": 0.13148521386699819, "mask_rcnn/false_positive": 0.23248374232468424, "roi_head/num_bg_samples": 472.25, "roi_head/num_fg_samples": 39.75, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5430591975000425, "total_loss": 2.0146411925088614} {"data_time": 0.012790155499942557, "eta_seconds": 147899.8400170699, "fast_rcnn/cls_accuracy": 0.89794921875, "fast_rcnn/false_negative": 0.7774725274725275, "fast_rcnn/fg_cls_accuracy": 0.1496340652029275, "iteration": 1999, "loss_box_reg": 0.2815498737618327, "loss_cls": 0.41345425695180893, "loss_mask": 0.4060830380767584, "loss_rpn_cls": 0.11653140396811068, "loss_rpn_loc": 0.12267037358833477, "loss_sem_seg": 0.6635801009833813, "lr": 0.02, "mask_rcnn/accuracy": 0.8129634313781904, "mask_rcnn/false_negative": 0.16268097393831776, "mask_rcnn/false_positive": 0.2231022969563675, "roi_head/num_bg_samples": 459.25, "roi_head/num_fg_samples": 52.75, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.566665624000052, "total_loss": 2.035491055168677} {"data_time": 0.012538853000023664, "eta_seconds": 147962.77167625376, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.8195618153364632, "fast_rcnn/fg_cls_accuracy": 0.13269088213491476, "iteration": 2019, "loss_box_reg": 0.3455533548258245, "loss_cls": 0.4535026280209422, "loss_mask": 0.40023297257721424, "loss_rpn_cls": 0.0871765487245284, "loss_rpn_loc": 0.10236673767212778, "loss_sem_seg": 0.660356217995286, "lr": 0.02, "mask_rcnn/accuracy": 0.7930319547493293, "mask_rcnn/false_negative": 0.15873983588988486, "mask_rcnn/false_positive": 0.26210266563354856, "roi_head/num_bg_samples": 463.0, "roi_head/num_fg_samples": 49.0, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5679435760000615, "total_loss": 2.0526039907708764} {"data_time": 0.012069057999951838, "eta_seconds": 148084.10216543142, "fast_rcnn/cls_accuracy": 0.89794921875, "fast_rcnn/false_negative": 0.7721509656494177, "fast_rcnn/fg_cls_accuracy": 0.2076735957540911, "iteration": 2039, "loss_box_reg": 0.3059128616005182, "loss_cls": 0.4115657485090196, "loss_mask": 0.3895180243998766, "loss_rpn_cls": 0.0986658064648509, "loss_rpn_loc": 0.09560388629324734, "loss_sem_seg": 0.6845735739916563, "lr": 0.02, "mask_rcnn/accuracy": 0.8246915715438718, "mask_rcnn/false_negative": 0.15337166005615907, "mask_rcnn/false_positive": 0.2001178952094732, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5567506800000501, "total_loss": 1.910756776924245} {"data_time": 0.011866767000128675, "eta_seconds": 148139.22664453505, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.7452996474735605, "fast_rcnn/fg_cls_accuracy": 0.19916728809346257, "iteration": 2059, "loss_box_reg": 0.2841725815087557, "loss_cls": 0.38611518032848835, "loss_mask": 0.40243568923324347, "loss_rpn_cls": 0.10650299221742898, "loss_rpn_loc": 0.09313640149775892, "loss_sem_seg": 0.697906837798655, "lr": 0.02, "mask_rcnn/accuracy": 0.8168486465510466, "mask_rcnn/false_negative": 0.1484204253620267, "mask_rcnn/false_positive": 0.22070852743548414, "roi_head/num_bg_samples": 466.5, "roi_head/num_fg_samples": 45.5, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5562371285002428, "total_loss": 2.040426891995594} {"data_time": 0.011083512999903178, "eta_seconds": 148208.90623363317, "fast_rcnn/cls_accuracy": 0.900390625, "fast_rcnn/false_negative": 0.7451407246151454, "fast_rcnn/fg_cls_accuracy": 0.1852990252041802, "iteration": 2079, "loss_box_reg": 0.30077420407906175, "loss_cls": 0.40185358887538314, "loss_mask": 0.3952345997095108, "loss_rpn_cls": 0.11044478486292064, "loss_rpn_loc": 0.10802287608385086, "loss_sem_seg": 0.754185501486063, "lr": 0.02, "mask_rcnn/accuracy": 0.8026684561638968, "mask_rcnn/false_negative": 0.1619636048327816, "mask_rcnn/false_positive": 0.21467583676192586, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5558871785001429, "total_loss": 2.0687447275267914} {"data_time": 0.011732825499848332, "eta_seconds": 148239.9991057167, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.7483383183781988, "fast_rcnn/fg_cls_accuracy": 0.19563403781979977, "iteration": 2099, "loss_box_reg": 0.2783992560580373, "loss_cls": 0.3704961584880948, "loss_mask": 0.3943388797342777, "loss_rpn_cls": 0.09006117552053183, "loss_rpn_loc": 0.09126983262831345, "loss_sem_seg": 0.7006003949791193, "lr": 0.02, "mask_rcnn/accuracy": 0.8227083028467868, "mask_rcnn/false_negative": 0.1286478516505779, "mask_rcnn/false_positive": 0.22006029923244502, "roi_head/num_bg_samples": 463.75, "roi_head/num_fg_samples": 48.25, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5569808269999612, "total_loss": 1.9775074949720874} {"data_time": 0.013228557499814997, "eta_seconds": 148228.9323311167, "fast_rcnn/cls_accuracy": 0.89892578125, "fast_rcnn/false_negative": 0.7605200945626478, "fast_rcnn/fg_cls_accuracy": 0.15555555555555556, "iteration": 2119, "loss_box_reg": 0.3253955254331231, "loss_cls": 0.416446540504694, "loss_mask": 0.4101317897439003, "loss_rpn_cls": 0.11156635952647775, "loss_rpn_loc": 0.12367052194895223, "loss_sem_seg": 0.6728069167584181, "lr": 0.02, "mask_rcnn/accuracy": 0.8292682727296525, "mask_rcnn/false_negative": 0.12788205263073255, "mask_rcnn/false_positive": 0.2173118969329848, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.555600361499728, "total_loss": 2.0557644443179015} {"data_time": 0.011679932000106419, "eta_seconds": 148217.8655565167, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.7943121693121693, "fast_rcnn/fg_cls_accuracy": 0.14313035495716034, "iteration": 2139, "loss_box_reg": 0.28602224588394165, "loss_cls": 0.39160970132797956, "loss_mask": 0.4065395351499319, "loss_rpn_cls": 0.09825614304281771, "loss_rpn_loc": 0.1117988730838988, "loss_sem_seg": 0.6535495296120644, "lr": 0.02, "mask_rcnn/accuracy": 0.8060789201803796, "mask_rcnn/false_negative": 0.168369002341558, "mask_rcnn/false_positive": 0.20259418297713888, "roi_head/num_bg_samples": 463.75, "roi_head/num_fg_samples": 48.25, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.5571708165002747, "total_loss": 2.00119310116861} {"data_time": 0.011498418999963178, "eta_seconds": 148232.64262609638, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.7268605518269948, "fast_rcnn/fg_cls_accuracy": 0.21095037538912287, "iteration": 2159, "loss_box_reg": 0.310647317674011, "loss_cls": 0.40703588258475065, "loss_mask": 0.4048640914261341, "loss_rpn_cls": 0.0944982124492526, "loss_rpn_loc": 0.10953355964738876, "loss_sem_seg": 0.6638799766078591, "lr": 0.02, "mask_rcnn/accuracy": 0.8036914765906362, "mask_rcnn/false_negative": 0.15511291804104776, "mask_rcnn/false_positive": 0.24640962972274744, "roi_head/num_bg_samples": 467.25, "roi_head/num_fg_samples": 44.75, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5664256069999283, "total_loss": 2.0193635597242974} {"data_time": 0.012846812499901716, "eta_seconds": 148296.66008336624, "fast_rcnn/cls_accuracy": 0.91015625, "fast_rcnn/false_negative": 0.8194815805109923, "fast_rcnn/fg_cls_accuracy": 0.16304347826086957, "iteration": 2179, "loss_box_reg": 0.2953308573924005, "loss_cls": 0.383985985070467, "loss_mask": 0.4085533432662487, "loss_rpn_cls": 0.10250469134189188, "loss_rpn_loc": 0.0939375456655398, "loss_sem_seg": 0.6988022830337286, "lr": 0.02, "mask_rcnn/accuracy": 0.8125879921203432, "mask_rcnn/false_negative": 0.16355556235104632, "mask_rcnn/false_positive": 0.19630447923407002, "roi_head/num_bg_samples": 461.75, "roi_head/num_fg_samples": 50.25, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.5554130230000283, "total_loss": 1.9701253179227933} {"data_time": 0.012347858500106668, "eta_seconds": 148210.50521731636, "fast_rcnn/cls_accuracy": 0.896484375, "fast_rcnn/false_negative": 0.7855414398064127, "fast_rcnn/fg_cls_accuracy": 0.13082825103285461, "iteration": 2199, "loss_box_reg": 0.3229647590778768, "loss_cls": 0.3999919923953712, "loss_mask": 0.39727380499243736, "loss_rpn_cls": 0.1008564931107685, "loss_rpn_loc": 0.10359717207029462, "loss_sem_seg": 0.6213192585855722, "lr": 0.02, "mask_rcnn/accuracy": 0.7963981431928542, "mask_rcnn/false_negative": 0.14553877123617615, "mask_rcnn/false_positive": 0.24535500228138352, "roi_head/num_bg_samples": 458.75, "roi_head/num_fg_samples": 53.25, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5494073294998998, "total_loss": 1.9259202536777593} {"data_time": 0.012343453999847043, "eta_seconds": 148242.8861224366, "fast_rcnn/cls_accuracy": 0.912109375, "fast_rcnn/false_negative": 0.7791241207170411, "fast_rcnn/fg_cls_accuracy": 0.17118390422347857, "iteration": 2219, "loss_box_reg": 0.3025605189613998, "loss_cls": 0.399181199260056, "loss_mask": 0.39381371531635523, "loss_rpn_cls": 0.10959129477851093, "loss_rpn_loc": 0.11182217090390623, "loss_sem_seg": 0.6508084358647466, "lr": 0.02, "mask_rcnn/accuracy": 0.8239233875788983, "mask_rcnn/false_negative": 0.14650329612301038, "mask_rcnn/false_positive": 0.1962028730476862, "roi_head/num_bg_samples": 457.5, "roi_head/num_fg_samples": 54.5, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5749126404998606, "total_loss": 1.9652400696650147} {"data_time": 0.013669686499724776, "eta_seconds": 148231.81417288663, "fast_rcnn/cls_accuracy": 0.91259765625, "fast_rcnn/false_negative": 0.6912242686890574, "fast_rcnn/fg_cls_accuracy": 0.25875251509054326, "iteration": 2239, "loss_box_reg": 0.31306458823382854, "loss_cls": 0.42086361860856414, "loss_mask": 0.39254443533718586, "loss_rpn_cls": 0.10857312195003033, "loss_rpn_loc": 0.10336961824214086, "loss_sem_seg": 0.6055032927542925, "lr": 0.02, "mask_rcnn/accuracy": 0.824250594581429, "mask_rcnn/false_negative": 0.16115253224413523, "mask_rcnn/false_positive": 0.20347816225522963, "roi_head/num_bg_samples": 457.75, "roi_head/num_fg_samples": 54.25, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5553373855000245, "total_loss": 1.9828136053401977} {"data_time": 0.011690910000197619, "eta_seconds": 148359.79150355648, "fast_rcnn/cls_accuracy": 0.90478515625, "fast_rcnn/false_negative": 0.8628779979144943, "fast_rcnn/fg_cls_accuracy": 0.10535763601215134, "iteration": 2259, "loss_box_reg": 0.32073371578007936, "loss_cls": 0.434230943210423, "loss_mask": 0.4092122074216604, "loss_rpn_cls": 0.10115458886139095, "loss_rpn_loc": 0.11163441929966211, "loss_sem_seg": 0.6713698301464319, "lr": 0.02, "mask_rcnn/accuracy": 0.8348607479357749, "mask_rcnn/false_negative": 0.1405695375887156, "mask_rcnn/false_positive": 0.211325303103491, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.5708957560002546, "total_loss": 2.057661448023282} {"data_time": 0.011934074500004499, "eta_seconds": 148336.2484947802, "fast_rcnn/cls_accuracy": 0.90185546875, "fast_rcnn/false_negative": 0.7664710336993563, "fast_rcnn/fg_cls_accuracy": 0.22661870503597123, "iteration": 2279, "loss_box_reg": 0.304634059779346, "loss_cls": 0.39695009496062994, "loss_mask": 0.3938711332157254, "loss_rpn_cls": 0.09731763263698667, "loss_rpn_loc": 0.10555474716238678, "loss_sem_seg": 0.6242097374051809, "lr": 0.02, "mask_rcnn/accuracy": 0.7877538322924954, "mask_rcnn/false_negative": 0.15915215119681037, "mask_rcnn/false_positive": 0.2747955323091722, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5503926024996417, "total_loss": 1.9703558903420344} {"data_time": 0.013252368999701503, "eta_seconds": 148512.74009372573, "fast_rcnn/cls_accuracy": 0.890625, "fast_rcnn/false_negative": 0.7188466191692431, "fast_rcnn/fg_cls_accuracy": 0.2419250645994832, "iteration": 2299, "loss_box_reg": 0.3388743265531957, "loss_cls": 0.4047122662886977, "loss_mask": 0.4022712465375662, "loss_rpn_cls": 0.10058808384928852, "loss_rpn_loc": 0.10577834758441895, "loss_sem_seg": 0.685805169865489, "lr": 0.02, "mask_rcnn/accuracy": 0.8039146105520043, "mask_rcnn/false_negative": 0.16448379211996048, "mask_rcnn/false_positive": 0.2196311782172714, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.5623986545001571, "total_loss": 2.0413070889771916} {"data_time": 0.011446482500105049, "eta_seconds": 148566.01579836095, "fast_rcnn/cls_accuracy": 0.91259765625, "fast_rcnn/false_negative": 0.7040909090909091, "fast_rcnn/fg_cls_accuracy": 0.24263513513513513, "iteration": 2319, "loss_box_reg": 0.33641012851148844, "loss_cls": 0.43421351350843906, "loss_mask": 0.3972465209662914, "loss_rpn_cls": 0.09847374609671533, "loss_rpn_loc": 0.11479058221448213, "loss_sem_seg": 0.621609415858984, "lr": 0.02, "mask_rcnn/accuracy": 0.8288026546955118, "mask_rcnn/false_negative": 0.1647078794403104, "mask_rcnn/false_positive": 0.17810521305274224, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5647676664998471, "total_loss": 1.9594621689757332} {"data_time": 0.012516222499925789, "eta_seconds": 148644.4829701003, "fast_rcnn/cls_accuracy": 0.90869140625, "fast_rcnn/false_negative": 0.7633053221288515, "fast_rcnn/fg_cls_accuracy": 0.19047619047619047, "iteration": 2339, "loss_box_reg": 0.2731251656077802, "loss_cls": 0.3672367697581649, "loss_mask": 0.3774920869618654, "loss_rpn_cls": 0.10916722426190972, "loss_rpn_loc": 0.10371876519639045, "loss_sem_seg": 0.656128641217947, "lr": 0.02, "mask_rcnn/accuracy": 0.8282605853595315, "mask_rcnn/false_negative": 0.11342143237895902, "mask_rcnn/false_positive": 0.22605358941447998, "roi_head/num_bg_samples": 456.5, "roi_head/num_fg_samples": 55.5, "rpn/num_neg_anchors": 237.75, "rpn/num_pos_anchors": 18.25, "time": 0.5651253414998791, "total_loss": 1.9385759629076347} {"data_time": 0.011986884499947337, "eta_seconds": 148562.86883764327, "fast_rcnn/cls_accuracy": 0.892578125, "fast_rcnn/false_negative": 0.760600071864894, "fast_rcnn/fg_cls_accuracy": 0.17974070193818753, "iteration": 2359, "loss_box_reg": 0.3022108534350991, "loss_cls": 0.3966439850628376, "loss_mask": 0.40668888576328754, "loss_rpn_cls": 0.11378572648391128, "loss_rpn_loc": 0.1305893565295264, "loss_sem_seg": 0.6474842745810747, "lr": 0.02, "mask_rcnn/accuracy": 0.7971540178571428, "mask_rcnn/false_negative": 0.1461859012593125, "mask_rcnn/false_positive": 0.2512173059050088, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 203.75, "rpn/num_pos_anchors": 52.25, "time": 0.5526911284998732, "total_loss": 1.9883464484009892} {"data_time": 0.012762699499944574, "eta_seconds": 148622.2691275203, "fast_rcnn/cls_accuracy": 0.900390625, "fast_rcnn/false_negative": 0.6956190476190476, "fast_rcnn/fg_cls_accuracy": 0.20405387473460723, "iteration": 2379, "loss_box_reg": 0.3078877246007323, "loss_cls": 0.4027644223533571, "loss_mask": 0.38770700618624687, "loss_rpn_cls": 0.11106220842339098, "loss_rpn_loc": 0.12258537654997781, "loss_sem_seg": 0.6612297492101789, "lr": 0.02, "mask_rcnn/accuracy": 0.8298786181139122, "mask_rcnn/false_negative": 0.1382843147062705, "mask_rcnn/false_positive": 0.2044725941557709, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5639479105002465, "total_loss": 2.0135302404523827} {"data_time": 0.011664597000162757, "eta_seconds": 148615.6676704617, "fast_rcnn/cls_accuracy": 0.91259765625, "fast_rcnn/false_negative": 0.8125, "fast_rcnn/fg_cls_accuracy": 0.1673798871814822, "iteration": 2399, "loss_box_reg": 0.28004791028797626, "loss_cls": 0.3784844893962145, "loss_mask": 0.39846513140946627, "loss_rpn_cls": 0.1030967989936471, "loss_rpn_loc": 0.10397277062293142, "loss_sem_seg": 0.6210512686520815, "lr": 0.02, "mask_rcnn/accuracy": 0.8255175003885852, "mask_rcnn/false_negative": 0.12329031588178929, "mask_rcnn/false_positive": 0.2275635808154125, "roi_head/num_bg_samples": 463.75, "roi_head/num_fg_samples": 48.25, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5514012355001796, "total_loss": 1.871020972612314} {"data_time": 0.012368414999855304, "eta_seconds": 148595.85265772408, "fast_rcnn/cls_accuracy": 0.89501953125, "fast_rcnn/false_negative": 0.7538655160014383, "fast_rcnn/fg_cls_accuracy": 0.18205467372134038, "iteration": 2419, "loss_box_reg": 0.2752113244496286, "loss_cls": 0.390855117700994, "loss_mask": 0.39056854508817196, "loss_rpn_cls": 0.10191313712857664, "loss_rpn_loc": 0.1048018061555922, "loss_sem_seg": 0.6282978113740683, "lr": 0.02, "mask_rcnn/accuracy": 0.8159194810980526, "mask_rcnn/false_negative": 0.13781876826965958, "mask_rcnn/false_positive": 0.22443850259557946, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.5561316839998653, "total_loss": 1.9086884285788983} {"data_time": 0.012469157999930758, "eta_seconds": 148550.51068415632, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.716166353971232, "fast_rcnn/fg_cls_accuracy": 0.19064327485380117, "iteration": 2439, "loss_box_reg": 0.28575197234749794, "loss_cls": 0.3557706670835614, "loss_mask": 0.39462491124868393, "loss_rpn_cls": 0.10556684201583266, "loss_rpn_loc": 0.10813747142674401, "loss_sem_seg": 0.6172666419297457, "lr": 0.02, "mask_rcnn/accuracy": 0.8275865217952962, "mask_rcnn/false_negative": 0.15240426623124298, "mask_rcnn/false_positive": 0.20674671057159277, "roi_head/num_bg_samples": 467.75, "roi_head/num_fg_samples": 44.25, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5526710809999713, "total_loss": 1.8527976047480479} {"data_time": 0.01233246500032692, "eta_seconds": 148623.3593966769, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.7168987621573828, "fast_rcnn/fg_cls_accuracy": 0.24033931863180175, "iteration": 2459, "loss_box_reg": 0.29032269725576043, "loss_cls": 0.3771408088505268, "loss_mask": 0.3830635556951165, "loss_rpn_cls": 0.09781563677825034, "loss_rpn_loc": 0.10770177550148219, "loss_sem_seg": 0.6356242494657636, "lr": 0.02, "mask_rcnn/accuracy": 0.8110464113181505, "mask_rcnn/false_negative": 0.15503839718827725, "mask_rcnn/false_positive": 0.21013893114645715, "roi_head/num_bg_samples": 464.25, "roi_head/num_fg_samples": 47.75, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5656879230004961, "total_loss": 1.8873538273619488} {"data_time": 0.01209620100007669, "eta_seconds": 148718.15154093373, "fast_rcnn/cls_accuracy": 0.90966796875, "fast_rcnn/false_negative": 0.6814716312056738, "fast_rcnn/fg_cls_accuracy": 0.25994397759103643, "iteration": 2479, "loss_box_reg": 0.2821804415434599, "loss_cls": 0.36758530605584383, "loss_mask": 0.3759694267064333, "loss_rpn_cls": 0.08917239267611876, "loss_rpn_loc": 0.09924491915444378, "loss_sem_seg": 0.6471942216157913, "lr": 0.02, "mask_rcnn/accuracy": 0.8366412853019995, "mask_rcnn/false_negative": 0.13867817753514577, "mask_rcnn/false_positive": 0.17249131131824952, "roi_head/num_bg_samples": 456.75, "roi_head/num_fg_samples": 55.25, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5525720215000547, "total_loss": 1.8749416226055473} {"data_time": 0.012684827499924722, "eta_seconds": 148766.23033457412, "fast_rcnn/cls_accuracy": 0.8837890625, "fast_rcnn/false_negative": 0.7397916666666666, "fast_rcnn/fg_cls_accuracy": 0.2154003811441516, "iteration": 2499, "loss_box_reg": 0.31689369678497314, "loss_cls": 0.38052197080105543, "loss_mask": 0.39518292900174856, "loss_rpn_cls": 0.10466077469754964, "loss_rpn_loc": 0.11057732021436095, "loss_sem_seg": 0.6132374852895737, "lr": 0.02, "mask_rcnn/accuracy": 0.8228902751113157, "mask_rcnn/false_negative": 0.14934822397787956, "mask_rcnn/false_positive": 0.2223018728720998, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.555659152500084, "total_loss": 1.9792985048843548} {"data_time": 0.012602176999735093, "eta_seconds": 148838.66177730748, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.7259552042160737, "fast_rcnn/fg_cls_accuracy": 0.18649732620320855, "iteration": 2519, "loss_box_reg": 0.3039985615760088, "loss_cls": 0.3771859807893634, "loss_mask": 0.39135775715112686, "loss_rpn_cls": 0.11658532312139869, "loss_rpn_loc": 0.10649728355929255, "loss_sem_seg": 0.6372044375166297, "lr": 0.02, "mask_rcnn/accuracy": 0.8186931496083282, "mask_rcnn/false_negative": 0.15053172630697154, "mask_rcnn/false_positive": 0.21559865332465478, "roi_head/num_bg_samples": 469.5, "roi_head/num_fg_samples": 42.5, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.560831761999907, "total_loss": 1.9607315213652328} {"data_time": 0.012276565500542347, "eta_seconds": 148900.87066883733, "fast_rcnn/cls_accuracy": 0.9052734375, "fast_rcnn/false_negative": 0.7098520664938234, "fast_rcnn/fg_cls_accuracy": 0.2370748299319728, "iteration": 2539, "loss_box_reg": 0.3023448567837477, "loss_cls": 0.3918923819437623, "loss_mask": 0.38776605762541294, "loss_rpn_cls": 0.09851976833306253, "loss_rpn_loc": 0.10635961964726448, "loss_sem_seg": 0.5817544301971793, "lr": 0.02, "mask_rcnn/accuracy": 0.8089002391457749, "mask_rcnn/false_negative": 0.14313448103325244, "mask_rcnn/false_positive": 0.21885472020259045, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5617680045002089, "total_loss": 1.9565560675691813} {"data_time": 0.011626033499851474, "eta_seconds": 148877.94880805092, "fast_rcnn/cls_accuracy": 0.9013671875, "fast_rcnn/false_negative": 0.7563559322033898, "fast_rcnn/fg_cls_accuracy": 0.19676190476190475, "iteration": 2559, "loss_box_reg": 0.29988169437274337, "loss_cls": 0.38283925829455256, "loss_mask": 0.3795867804437876, "loss_rpn_cls": 0.09868594276485965, "loss_rpn_loc": 0.10571586497826502, "loss_sem_seg": 0.6504047615453601, "lr": 0.02, "mask_rcnn/accuracy": 0.8362064032831953, "mask_rcnn/false_negative": 0.1199153240575935, "mask_rcnn/false_positive": 0.20314959410347702, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 235.0, "rpn/num_pos_anchors": 21.0, "time": 0.5488687594997828, "total_loss": 1.9360232710605487} {"data_time": 0.011451423999915278, "eta_seconds": 148931.1246928607, "fast_rcnn/cls_accuracy": 0.90673828125, "fast_rcnn/false_negative": 0.7811103846572954, "fast_rcnn/fg_cls_accuracy": 0.19093930478369836, "iteration": 2579, "loss_box_reg": 0.2848431533202529, "loss_cls": 0.36798868235200644, "loss_mask": 0.3887706911191344, "loss_rpn_cls": 0.10871301393490285, "loss_rpn_loc": 0.11095082457177341, "loss_sem_seg": 0.6504934336990118, "lr": 0.02, "mask_rcnn/accuracy": 0.806977146230393, "mask_rcnn/false_negative": 0.13073980317147782, "mask_rcnn/false_positive": 0.24210699645264508, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5607960464999451, "total_loss": 1.9542024536058307} {"data_time": 0.012819657500131143, "eta_seconds": 148963.37445122, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.7288557213930348, "fast_rcnn/fg_cls_accuracy": 0.17739427860696516, "iteration": 2599, "loss_box_reg": 0.2952063512057066, "loss_cls": 0.38137262035161257, "loss_mask": 0.3996312692761421, "loss_rpn_cls": 0.11026344355195761, "loss_rpn_loc": 0.12813997810008004, "loss_sem_seg": 0.634950328618288, "lr": 0.02, "mask_rcnn/accuracy": 0.8299254157831963, "mask_rcnn/false_negative": 0.12622432957806617, "mask_rcnn/false_positive": 0.20775417211300373, "roi_head/num_bg_samples": 475.5, "roi_head/num_fg_samples": 36.5, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5618220179999298, "total_loss": 2.034873711527325} {"data_time": 0.01352497400057473, "eta_seconds": 148941.63269318003, "fast_rcnn/cls_accuracy": 0.91015625, "fast_rcnn/false_negative": 0.7472251585623679, "fast_rcnn/fg_cls_accuracy": 0.23166368515205726, "iteration": 2619, "loss_box_reg": 0.2995473728515208, "loss_cls": 0.3690275545231998, "loss_mask": 0.3849476967006922, "loss_rpn_cls": 0.10329699807334691, "loss_rpn_loc": 0.09553314675576985, "loss_sem_seg": 0.6214878335595131, "lr": 0.02, "mask_rcnn/accuracy": 0.8046792406289895, "mask_rcnn/false_negative": 0.16324742822558386, "mask_rcnn/false_positive": 0.2116446939962625, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5559214775003056, "total_loss": 1.977398111950606} {"data_time": 0.011757302000660275, "eta_seconds": 148965.91363721085, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.6994119219460038, "fast_rcnn/fg_cls_accuracy": 0.24423076923076925, "iteration": 2639, "loss_box_reg": 0.29295424558222294, "loss_cls": 0.3801211230456829, "loss_mask": 0.36826634779572487, "loss_rpn_cls": 0.08824664098210633, "loss_rpn_loc": 0.09815649408847094, "loss_sem_seg": 0.6106302128173411, "lr": 0.02, "mask_rcnn/accuracy": 0.8323703909872686, "mask_rcnn/false_negative": 0.13881869983286788, "mask_rcnn/false_positive": 0.18436529993515094, "roi_head/num_bg_samples": 466.75, "roi_head/num_fg_samples": 45.25, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5632867475001149, "total_loss": 1.9162705865455791} {"data_time": 0.012490094999520807, "eta_seconds": 148914.48165236623, "fast_rcnn/cls_accuracy": 0.90966796875, "fast_rcnn/false_negative": 0.5728353495024134, "fast_rcnn/fg_cls_accuracy": 0.3796152048605702, "iteration": 2659, "loss_box_reg": 0.2941326219588518, "loss_cls": 0.36759845027700067, "loss_mask": 0.38020966947078705, "loss_rpn_cls": 0.08964523579925299, "loss_rpn_loc": 0.0987901872722432, "loss_sem_seg": 0.6115150190889835, "lr": 0.02, "mask_rcnn/accuracy": 0.8301783246708382, "mask_rcnn/false_negative": 0.12285257611319851, "mask_rcnn/false_positive": 0.1909500546663239, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5471315369995864, "total_loss": 1.8458445461583324} {"data_time": 0.012001912999949127, "eta_seconds": 148908.21035591, "fast_rcnn/cls_accuracy": 0.90625, "fast_rcnn/false_negative": 0.7560053012314318, "fast_rcnn/fg_cls_accuracy": 0.20526315789473684, "iteration": 2679, "loss_box_reg": 0.3059991169720888, "loss_cls": 0.3722592741250992, "loss_mask": 0.3892339691519737, "loss_rpn_cls": 0.10248769819736481, "loss_rpn_loc": 0.11541725439019501, "loss_sem_seg": 0.5728891789913177, "lr": 0.02, "mask_rcnn/accuracy": 0.8349566857993197, "mask_rcnn/false_negative": 0.14662231997285508, "mask_rcnn/false_positive": 0.18723087369964436, "roi_head/num_bg_samples": 459.75, "roi_head/num_fg_samples": 52.25, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5519678940004269, "total_loss": 1.8790898954030126} {"data_time": 0.012655274999815447, "eta_seconds": 148846.43060518315, "fast_rcnn/cls_accuracy": 0.90087890625, "fast_rcnn/false_negative": 0.7492872416250891, "fast_rcnn/fg_cls_accuracy": 0.17284374285060627, "iteration": 2699, "loss_box_reg": 0.31762814056128263, "loss_cls": 0.3909981814213097, "loss_mask": 0.38053408917039633, "loss_rpn_cls": 0.08392070792615414, "loss_rpn_loc": 0.0959587162360549, "loss_sem_seg": 0.607805022969842, "lr": 0.02, "mask_rcnn/accuracy": 0.8173017662796073, "mask_rcnn/false_negative": 0.14903729634414903, "mask_rcnn/false_positive": 0.22653093053923334, "roi_head/num_bg_samples": 456.75, "roi_head/num_fg_samples": 55.25, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5547803380000005, "total_loss": 1.916154227219522} {"data_time": 0.013349296500109631, "eta_seconds": 148827.6012677982, "fast_rcnn/cls_accuracy": 0.88623046875, "fast_rcnn/false_negative": 0.7495446987093198, "fast_rcnn/fg_cls_accuracy": 0.24543248254799302, "iteration": 2719, "loss_box_reg": 0.2852906687185168, "loss_cls": 0.3647886123508215, "loss_mask": 0.37967581301927567, "loss_rpn_cls": 0.0846024602651596, "loss_rpn_loc": 0.10639415262266994, "loss_sem_seg": 0.6047129891812801, "lr": 0.02, "mask_rcnn/accuracy": 0.8170802801561544, "mask_rcnn/false_negative": 0.14683446226871089, "mask_rcnn/false_positive": 0.24953071366103963, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.5531168060001619, "total_loss": 1.8125266124261543} {"data_time": 0.011554699500265997, "eta_seconds": 148860.804923148, "fast_rcnn/cls_accuracy": 0.890625, "fast_rcnn/false_negative": 0.8420350609756098, "fast_rcnn/fg_cls_accuracy": 0.14434523809523808, "iteration": 2739, "loss_box_reg": 0.3045558505691588, "loss_cls": 0.3892497653141618, "loss_mask": 0.379805913195014, "loss_rpn_cls": 0.0951795520959422, "loss_rpn_loc": 0.09897753724362701, "loss_sem_seg": 0.6306130401790142, "lr": 0.02, "mask_rcnn/accuracy": 0.8159002416756176, "mask_rcnn/false_negative": 0.15896578429789232, "mask_rcnn/false_positive": 0.21434621495408493, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.5599397139999382, "total_loss": 1.8875034772208892} {"data_time": 0.012440276500001346, "eta_seconds": 148849.665190458, "fast_rcnn/cls_accuracy": 0.90625, "fast_rcnn/false_negative": 0.6616053019145802, "fast_rcnn/fg_cls_accuracy": 0.31584221748400854, "iteration": 2759, "loss_box_reg": 0.28943606466054916, "loss_cls": 0.380368385463953, "loss_mask": 0.38661109283566475, "loss_rpn_cls": 0.09407108672894537, "loss_rpn_loc": 0.10421368569950573, "loss_sem_seg": 0.6700582019984722, "lr": 0.02, "mask_rcnn/accuracy": 0.8250539747408084, "mask_rcnn/false_negative": 0.13166036832454978, "mask_rcnn/false_positive": 0.2072433313920978, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5526248105002196, "total_loss": 1.9494650817941874} {"data_time": 0.012954745000115508, "eta_seconds": 148794.19202405823, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.6677489177489178, "fast_rcnn/fg_cls_accuracy": 0.23379293160014952, "iteration": 2779, "loss_box_reg": 0.28448214614763856, "loss_cls": 0.37795885698869824, "loss_mask": 0.3700153538957238, "loss_rpn_cls": 0.0855874038534239, "loss_rpn_loc": 0.08778282027924433, "loss_sem_seg": 0.618002112954855, "lr": 0.02, "mask_rcnn/accuracy": 0.834936578798186, "mask_rcnn/false_negative": 0.13132953399207686, "mask_rcnn/false_positive": 0.17679175492428878, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5549127184999634, "total_loss": 1.8695917571894825} {"data_time": 0.012431606500285852, "eta_seconds": 148836.49874876623, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.6079931972789117, "fast_rcnn/fg_cls_accuracy": 0.3565986394557823, "iteration": 2799, "loss_box_reg": 0.3243355331942439, "loss_cls": 0.41559696989133954, "loss_mask": 0.3720038393512368, "loss_rpn_cls": 0.0941153586609289, "loss_rpn_loc": 0.10244009306188673, "loss_sem_seg": 0.6387329562567174, "lr": 0.02, "mask_rcnn/accuracy": 0.8388757288629738, "mask_rcnn/false_negative": 0.12567005248858312, "mask_rcnn/false_positive": 0.19804605508068096, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.5574813329999415, "total_loss": 1.9700745700974949} {"data_time": 0.012325815499934833, "eta_seconds": 148831.0736026814, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.6788020833333333, "fast_rcnn/fg_cls_accuracy": 0.23392857142857143, "iteration": 2819, "loss_box_reg": 0.3004192290827632, "loss_cls": 0.36880562733858824, "loss_mask": 0.3725431365892291, "loss_rpn_cls": 0.0889317097608, "loss_rpn_loc": 0.09360005910275504, "loss_sem_seg": 0.6071958038955927, "lr": 0.02, "mask_rcnn/accuracy": 0.8395595526346131, "mask_rcnn/false_negative": 0.13406775021439693, "mask_rcnn/false_positive": 0.1778053805928177, "roi_head/num_bg_samples": 467.25, "roi_head/num_fg_samples": 44.75, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5688197919998856, "total_loss": 1.870509490778204} {"data_time": 0.01249306899990188, "eta_seconds": 148814.21791916623, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.708960262345679, "fast_rcnn/fg_cls_accuracy": 0.19275079758950728, "iteration": 2839, "loss_box_reg": 0.31008841190487146, "loss_cls": 0.37314966786652803, "loss_mask": 0.37585717998445034, "loss_rpn_cls": 0.08016183436848223, "loss_rpn_loc": 0.07999163737986237, "loss_sem_seg": 0.6366016585379839, "lr": 0.02, "mask_rcnn/accuracy": 0.809078765332578, "mask_rcnn/false_negative": 0.15371984431200164, "mask_rcnn/false_positive": 0.1890159481726304, "roi_head/num_bg_samples": 471.25, "roi_head/num_fg_samples": 40.75, "rpn/num_neg_anchors": 235.75, "rpn/num_pos_anchors": 20.25, "time": 0.5485270140002285, "total_loss": 1.863655390625354} {"data_time": 0.01226706950001244, "eta_seconds": 148843.33592019082, "fast_rcnn/cls_accuracy": 0.9013671875, "fast_rcnn/false_negative": 0.7540322580645161, "fast_rcnn/fg_cls_accuracy": 0.1719173024858479, "iteration": 2859, "loss_box_reg": 0.2925413940101862, "loss_cls": 0.3642601137980819, "loss_mask": 0.37776543758809566, "loss_rpn_cls": 0.10034140641801059, "loss_rpn_loc": 0.09196918329689652, "loss_sem_seg": 0.6430290564894676, "lr": 0.02, "mask_rcnn/accuracy": 0.8346718598153546, "mask_rcnn/false_negative": 0.13559930790126207, "mask_rcnn/false_positive": 0.2307855675753575, "roi_head/num_bg_samples": 460.25, "roi_head/num_fg_samples": 51.75, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.565831803999572, "total_loss": 1.818790599849308} {"data_time": 0.012584303000494401, "eta_seconds": 148853.52984971402, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.7130651092364266, "fast_rcnn/fg_cls_accuracy": 0.24375000000000002, "iteration": 2879, "loss_box_reg": 0.2999244863167405, "loss_cls": 0.3932960955426097, "loss_mask": 0.3789536766707897, "loss_rpn_cls": 0.0931736403144896, "loss_rpn_loc": 0.08785999717656523, "loss_sem_seg": 0.5828087935224175, "lr": 0.02, "mask_rcnn/accuracy": 0.8358575434204779, "mask_rcnn/false_negative": 0.12460511167725041, "mask_rcnn/false_positive": 0.21493622204412294, "roi_head/num_bg_samples": 468.25, "roi_head/num_fg_samples": 43.75, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5583788024996466, "total_loss": 1.7863434930914082} {"data_time": 0.012199821000194788, "eta_seconds": 149029.47117805234, "fast_rcnn/cls_accuracy": 0.89501953125, "fast_rcnn/false_negative": 0.6875207434450714, "fast_rcnn/fg_cls_accuracy": 0.2942781855825334, "iteration": 2899, "loss_box_reg": 0.3209572765044868, "loss_cls": 0.4148264108225703, "loss_mask": 0.3891594745218754, "loss_rpn_cls": 0.09362295502796769, "loss_rpn_loc": 0.10634083882905543, "loss_sem_seg": 0.6006822902709246, "lr": 0.02, "mask_rcnn/accuracy": 0.8299307273017131, "mask_rcnn/false_negative": 0.1405238024831697, "mask_rcnn/false_positive": 0.1711057601260717, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.5665164239999285, "total_loss": 1.943395535228774} {"data_time": 0.013267524000639241, "eta_seconds": 149063.85826712416, "fast_rcnn/cls_accuracy": 0.9140625, "fast_rcnn/false_negative": 0.6874201787994891, "fast_rcnn/fg_cls_accuracy": 0.27413371221090854, "iteration": 2919, "loss_box_reg": 0.2852841382846236, "loss_cls": 0.36763603473082185, "loss_mask": 0.3715529516339302, "loss_rpn_cls": 0.09015282336622477, "loss_rpn_loc": 0.09837422758573666, "loss_sem_seg": 0.6186474608257413, "lr": 0.02, "mask_rcnn/accuracy": 0.8239018777614138, "mask_rcnn/false_negative": 0.14220691246876613, "mask_rcnn/false_positive": 0.20867381308980892, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5647693749997416, "total_loss": 1.9132109628990293} {"data_time": 0.012472918999719695, "eta_seconds": 148923.38875764952, "fast_rcnn/cls_accuracy": 0.9130859375, "fast_rcnn/false_negative": 0.656084656084656, "fast_rcnn/fg_cls_accuracy": 0.23253676470588236, "iteration": 2939, "loss_box_reg": 0.26748388493433595, "loss_cls": 0.3420749381184578, "loss_mask": 0.3724425816908479, "loss_rpn_cls": 0.08639394526835531, "loss_rpn_loc": 0.10603946563787758, "loss_sem_seg": 0.670793772675097, "lr": 0.02, "mask_rcnn/accuracy": 0.8362882982140224, "mask_rcnn/false_negative": 0.12474656674383602, "mask_rcnn/false_positive": 0.22010985550308862, "roi_head/num_bg_samples": 457.5, "roi_head/num_fg_samples": 54.5, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5518388139998933, "total_loss": 1.8149930377257988} {"data_time": 0.01293713850009226, "eta_seconds": 149041.53337568417, "fast_rcnn/cls_accuracy": 0.90234375, "fast_rcnn/false_negative": 0.7168933844901756, "fast_rcnn/fg_cls_accuracy": 0.24123904881101377, "iteration": 2959, "loss_box_reg": 0.31007713358849287, "loss_cls": 0.3873486574739218, "loss_mask": 0.3744024857878685, "loss_rpn_cls": 0.0909641224425286, "loss_rpn_loc": 0.09837143326876685, "loss_sem_seg": 0.6073981318622828, "lr": 0.02, "mask_rcnn/accuracy": 0.82907912484413, "mask_rcnn/false_negative": 0.15048419923284245, "mask_rcnn/false_positive": 0.21385152596673498, "roi_head/num_bg_samples": 461.25, "roi_head/num_fg_samples": 50.75, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.5663081789998614, "total_loss": 1.9423151920782402} {"data_time": 0.012865525500274089, "eta_seconds": 149209.38007268263, "fast_rcnn/cls_accuracy": 0.90966796875, "fast_rcnn/false_negative": 0.6607962213225371, "fast_rcnn/fg_cls_accuracy": 0.21704059305705237, "iteration": 2979, "loss_box_reg": 0.3030023379251361, "loss_cls": 0.3650451097637415, "loss_mask": 0.37658183090388775, "loss_rpn_cls": 0.07676438987255096, "loss_rpn_loc": 0.08550452208146453, "loss_sem_seg": 0.6127586425282061, "lr": 0.02, "mask_rcnn/accuracy": 0.8385533082280532, "mask_rcnn/false_negative": 0.12578026518104457, "mask_rcnn/false_positive": 0.21509777848036954, "roi_head/num_bg_samples": 456.5, "roi_head/num_fg_samples": 55.5, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5746799029998328, "total_loss": 1.803537892847089} {"data_time": 0.011562275999949634, "eta_seconds": 149213.997194857, "fast_rcnn/cls_accuracy": 0.9111328125, "fast_rcnn/false_negative": 0.6633624107850913, "fast_rcnn/fg_cls_accuracy": 0.2581763242090295, "iteration": 2999, "loss_box_reg": 0.30446641566231847, "loss_cls": 0.3674131976440549, "loss_mask": 0.3769027525559068, "loss_rpn_cls": 0.0891725025139749, "loss_rpn_loc": 0.10387429293768946, "loss_sem_seg": 0.5240781987085938, "lr": 0.02, "mask_rcnn/accuracy": 0.8444583941196275, "mask_rcnn/false_negative": 0.12331774301986695, "mask_rcnn/false_positive": 0.20943632935164824, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.5785075795001831, "total_loss": 1.8268466558074579} {"data_time": 0.011792658999638661, "eta_seconds": 149172.35508981856, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.6765856950067477, "fast_rcnn/fg_cls_accuracy": 0.2977544473607466, "iteration": 3019, "loss_box_reg": 0.29495695466175675, "loss_cls": 0.3935408452525735, "loss_mask": 0.3915484584867954, "loss_rpn_cls": 0.10873344546416774, "loss_rpn_loc": 0.10810382419731468, "loss_sem_seg": 0.5745990891009569, "lr": 0.02, "mask_rcnn/accuracy": 0.8395682894153085, "mask_rcnn/false_negative": 0.1464440762527886, "mask_rcnn/false_positive": 0.20045912231424667, "roi_head/num_bg_samples": 466.75, "roi_head/num_fg_samples": 45.25, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5511982685002295, "total_loss": 1.9193925794679672} {"data_time": 0.012592828999913763, "eta_seconds": 149191.64312169698, "fast_rcnn/cls_accuracy": 0.90283203125, "fast_rcnn/false_negative": 0.7331945729263027, "fast_rcnn/fg_cls_accuracy": 0.23666355431061314, "iteration": 3039, "loss_box_reg": 0.28608909249305725, "loss_cls": 0.374484702013433, "loss_mask": 0.39171932451426983, "loss_rpn_cls": 0.0982951729092747, "loss_rpn_loc": 0.10003205109387636, "loss_sem_seg": 0.6175519581884146, "lr": 0.02, "mask_rcnn/accuracy": 0.8212208348251582, "mask_rcnn/false_negative": 0.12434663758368608, "mask_rcnn/false_positive": 0.2355612109294597, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.562931221999861, "total_loss": 1.818194737075828} {"data_time": 0.011983211999904597, "eta_seconds": 149180.46608511696, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.7080150632979008, "fast_rcnn/fg_cls_accuracy": 0.26368002021989134, "iteration": 3059, "loss_box_reg": 0.2729298905469477, "loss_cls": 0.3847111323848367, "loss_mask": 0.38344929926097393, "loss_rpn_cls": 0.09990556782577187, "loss_rpn_loc": 0.0956335897790268, "loss_sem_seg": 0.6458779685199261, "lr": 0.02, "mask_rcnn/accuracy": 0.8290102070890248, "mask_rcnn/false_negative": 0.1404111581041177, "mask_rcnn/false_positive": 0.17858383868547473, "roi_head/num_bg_samples": 458.75, "roi_head/num_fg_samples": 53.25, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5557805174998975, "total_loss": 1.9371373157482594} {"data_time": 0.012861957000041002, "eta_seconds": 149185.89914202696, "fast_rcnn/cls_accuracy": 0.904296875, "fast_rcnn/false_negative": 0.7790277777777778, "fast_rcnn/fg_cls_accuracy": 0.19836065573770492, "iteration": 3079, "loss_box_reg": 0.31110524851828814, "loss_cls": 0.3758658096194267, "loss_mask": 0.3644400704652071, "loss_rpn_cls": 0.09172541880980134, "loss_rpn_loc": 0.10557960509322584, "loss_sem_seg": 0.6274762116372585, "lr": 0.02, "mask_rcnn/accuracy": 0.8299534482845017, "mask_rcnn/false_negative": 0.13503906092693058, "mask_rcnn/false_positive": 0.19951886934158636, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5654620875002365, "total_loss": 1.8790120595367625} {"data_time": 0.012902470500193886, "eta_seconds": 149282.75678071237, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.6349837662337663, "fast_rcnn/fg_cls_accuracy": 0.2997906698564593, "iteration": 3099, "loss_box_reg": 0.2949951780028641, "loss_cls": 0.37269522715359926, "loss_mask": 0.3633088767528534, "loss_rpn_cls": 0.08553853048942983, "loss_rpn_loc": 0.08997348276898265, "loss_sem_seg": 0.6308995084837079, "lr": 0.02, "mask_rcnn/accuracy": 0.853436851700903, "mask_rcnn/false_negative": 0.11577950977617187, "mask_rcnn/false_positive": 0.1731129025632521, "roi_head/num_bg_samples": 465.0, "roi_head/num_fg_samples": 47.0, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5699932560000889, "total_loss": 1.8352748341858387} {"data_time": 0.012944117500410357, "eta_seconds": 149183.98699879367, "fast_rcnn/cls_accuracy": 0.8994140625, "fast_rcnn/false_negative": 0.6876701772412022, "fast_rcnn/fg_cls_accuracy": 0.2254828660436137, "iteration": 3119, "loss_box_reg": 0.2798584597185254, "loss_cls": 0.3521984089165926, "loss_mask": 0.369302649050951, "loss_rpn_cls": 0.09933415590785444, "loss_rpn_loc": 0.09798798931296915, "loss_sem_seg": 0.6253094328567386, "lr": 0.02, "mask_rcnn/accuracy": 0.8414251706930804, "mask_rcnn/false_negative": 0.14640787169970182, "mask_rcnn/false_positive": 0.19172340709122584, "roi_head/num_bg_samples": 457.25, "roi_head/num_fg_samples": 54.75, "rpn/num_neg_anchors": 236.25, "rpn/num_pos_anchors": 19.75, "time": 0.5451777419998507, "total_loss": 1.8476148074259982} {"data_time": 0.011793571999533015, "eta_seconds": 148974.06725912826, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.6509803921568627, "fast_rcnn/fg_cls_accuracy": 0.3111111111111111, "iteration": 3139, "loss_box_reg": 0.314973970875144, "loss_cls": 0.3760198401287198, "loss_mask": 0.37166270427405834, "loss_rpn_cls": 0.09461627388373017, "loss_rpn_loc": 0.10199966275831684, "loss_sem_seg": 0.5654090465977788, "lr": 0.02, "mask_rcnn/accuracy": 0.8572376984501666, "mask_rcnn/false_negative": 0.13243203506709963, "mask_rcnn/false_positive": 0.1916603061836663, "roi_head/num_bg_samples": 458.25, "roi_head/num_fg_samples": 53.75, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5462548145001165, "total_loss": 1.8074952025781386} {"data_time": 0.01253930200027753, "eta_seconds": 148938.82087423996, "fast_rcnn/cls_accuracy": 0.9013671875, "fast_rcnn/false_negative": 0.6878984014906345, "fast_rcnn/fg_cls_accuracy": 0.24461697722567288, "iteration": 3159, "loss_box_reg": 0.292855778709054, "loss_cls": 0.3733241520822048, "loss_mask": 0.3672410473227501, "loss_rpn_cls": 0.08689298701938242, "loss_rpn_loc": 0.11735735187539831, "loss_sem_seg": 0.53972546197474, "lr": 0.02, "mask_rcnn/accuracy": 0.8164115203603566, "mask_rcnn/false_negative": 0.11966365430511294, "mask_rcnn/false_positive": 0.22955396473691492, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.562466360000144, "total_loss": 1.8681821813806891} {"data_time": 0.011031925999759551, "eta_seconds": 149097.6215367827, "fast_rcnn/cls_accuracy": 0.90771484375, "fast_rcnn/false_negative": 0.6466907675194661, "fast_rcnn/fg_cls_accuracy": 0.3054169992019154, "iteration": 3179, "loss_box_reg": 0.2885653506964445, "loss_cls": 0.3724790425039828, "loss_mask": 0.3894271859899163, "loss_rpn_cls": 0.09962485707364976, "loss_rpn_loc": 0.12043209269177169, "loss_sem_seg": 0.5559951248578727, "lr": 0.02, "mask_rcnn/accuracy": 0.8280052982731554, "mask_rcnn/false_negative": 0.13092133520664184, "mask_rcnn/false_positive": 0.21297705935845768, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5687227264998, "total_loss": 1.8458984699682333} {"data_time": 0.012026769499698275, "eta_seconds": 149226.82489706235, "fast_rcnn/cls_accuracy": 0.912109375, "fast_rcnn/false_negative": 0.6707443563148261, "fast_rcnn/fg_cls_accuracy": 0.2460201089233347, "iteration": 3199, "loss_box_reg": 0.28431661427021027, "loss_cls": 0.38329284358769655, "loss_mask": 0.3762877229601145, "loss_rpn_cls": 0.08851226465776563, "loss_rpn_loc": 0.09441159199923277, "loss_sem_seg": 0.6345597829204053, "lr": 0.02, "mask_rcnn/accuracy": 0.8356853220126901, "mask_rcnn/false_negative": 0.16276436055252433, "mask_rcnn/false_positive": 0.16218464297548352, "roi_head/num_bg_samples": 458.25, "roi_head/num_fg_samples": 53.75, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5640637335004612, "total_loss": 1.8664318919181824} {"data_time": 0.011771080500238895, "eta_seconds": 149135.04237962424, "fast_rcnn/cls_accuracy": 0.912109375, "fast_rcnn/false_negative": 0.7018302493966211, "fast_rcnn/fg_cls_accuracy": 0.22937654246065461, "iteration": 3219, "loss_box_reg": 0.2922824923880398, "loss_cls": 0.36385046504437923, "loss_mask": 0.3690128168091178, "loss_rpn_cls": 0.09120066300965846, "loss_rpn_loc": 0.09778393321903422, "loss_sem_seg": 0.6314743179827929, "lr": 0.02, "mask_rcnn/accuracy": 0.8247965078361729, "mask_rcnn/false_negative": 0.13918464398199284, "mask_rcnn/false_positive": 0.20640817159281974, "roi_head/num_bg_samples": 460.25, "roi_head/num_fg_samples": 51.75, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5593584020002709, "total_loss": 1.8266963579226285} {"data_time": 0.012434099499841977, "eta_seconds": 149204.45214360236, "fast_rcnn/cls_accuracy": 0.9111328125, "fast_rcnn/false_negative": 0.6368212576332728, "fast_rcnn/fg_cls_accuracy": 0.2575301204819277, "iteration": 3239, "loss_box_reg": 0.28060111962258816, "loss_cls": 0.3582530152052641, "loss_mask": 0.3793418984860182, "loss_rpn_cls": 0.0866096526151523, "loss_rpn_loc": 0.10173036844935268, "loss_sem_seg": 0.5795599333941936, "lr": 0.02, "mask_rcnn/accuracy": 0.8240222720650825, "mask_rcnn/false_negative": 0.16268444535133503, "mask_rcnn/false_positive": 0.20052949186357363, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5642136764995485, "total_loss": 1.8226614088052884} {"data_time": 0.011273656999492232, "eta_seconds": 149068.69571931695, "fast_rcnn/cls_accuracy": 0.89306640625, "fast_rcnn/false_negative": 0.7026746119733924, "fast_rcnn/fg_cls_accuracy": 0.24575163398692812, "iteration": 3259, "loss_box_reg": 0.2755983672104776, "loss_cls": 0.3603420900180936, "loss_mask": 0.3683707118034363, "loss_rpn_cls": 0.1077409393619746, "loss_rpn_loc": 0.10896374145522714, "loss_sem_seg": 0.6393542913720012, "lr": 0.02, "mask_rcnn/accuracy": 0.8212563553295883, "mask_rcnn/false_negative": 0.17166207237166214, "mask_rcnn/false_positive": 0.21166856268037335, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5517836184999396, "total_loss": 1.8183220060309395} {"data_time": 0.012980804000562784, "eta_seconds": 149057.51868273693, "fast_rcnn/cls_accuracy": 0.91357421875, "fast_rcnn/false_negative": 0.6817182130584192, "fast_rcnn/fg_cls_accuracy": 0.3031799497602192, "iteration": 3279, "loss_box_reg": 0.28963521122932434, "loss_cls": 0.327478451654315, "loss_mask": 0.3631351860240102, "loss_rpn_cls": 0.09098626836203039, "loss_rpn_loc": 0.09201440418837592, "loss_sem_seg": 0.6047584721818566, "lr": 0.02, "mask_rcnn/accuracy": 0.8229269623385969, "mask_rcnn/false_negative": 0.1195443891440761, "mask_rcnn/false_positive": 0.20077976933211217, "roi_head/num_bg_samples": 458.75, "roi_head/num_fg_samples": 53.25, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5505059279998932, "total_loss": 1.8087186301709153} {"data_time": 0.012308974000006856, "eta_seconds": 149090.3210411842, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.5941535150645624, "fast_rcnn/fg_cls_accuracy": 0.3451907790143084, "iteration": 3299, "loss_box_reg": 0.3043462298810482, "loss_cls": 0.3599487952888012, "loss_mask": 0.3707156516611576, "loss_rpn_cls": 0.10033984947949648, "loss_rpn_loc": 0.11012364667840302, "loss_sem_seg": 0.5730908634141088, "lr": 0.02, "mask_rcnn/accuracy": 0.8474881481896788, "mask_rcnn/false_negative": 0.12044545186279743, "mask_rcnn/false_positive": 0.1939222804237004, "roi_head/num_bg_samples": 457.75, "roi_head/num_fg_samples": 54.25, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5733339380003599, "total_loss": 1.8654446831496898} {"data_time": 0.012477878500249062, "eta_seconds": 149121.26217046365, "fast_rcnn/cls_accuracy": 0.8740234375, "fast_rcnn/false_negative": 0.7478060787671232, "fast_rcnn/fg_cls_accuracy": 0.24201419698314108, "iteration": 3319, "loss_box_reg": 0.30521545466035604, "loss_cls": 0.3651415053755045, "loss_mask": 0.36631130520254374, "loss_rpn_cls": 0.07978458458092064, "loss_rpn_loc": 0.09156384551897645, "loss_sem_seg": 0.5795993758365512, "lr": 0.02, "mask_rcnn/accuracy": 0.8102986329373199, "mask_rcnn/false_negative": 0.15625494283357932, "mask_rcnn/false_positive": 0.2393321366059101, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.57737590250008, "total_loss": 1.8138307012850419} {"data_time": 0.010584381000171561, "eta_seconds": 148990.14575867803, "fast_rcnn/cls_accuracy": 0.91162109375, "fast_rcnn/false_negative": 0.5511052960474925, "fast_rcnn/fg_cls_accuracy": 0.3764887769125057, "iteration": 3339, "loss_box_reg": 0.3010916952043772, "loss_cls": 0.40739749278873205, "loss_mask": 0.3663579458370805, "loss_rpn_cls": 0.0882615364389494, "loss_rpn_loc": 0.09148461004951969, "loss_sem_seg": 0.6021610870957375, "lr": 0.02, "mask_rcnn/accuracy": 0.8347098388644631, "mask_rcnn/false_negative": 0.1319455459039366, "mask_rcnn/false_positive": 0.17574995882620154, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5499641229998815, "total_loss": 1.8938681577565148} {"data_time": 0.013397027500104741, "eta_seconds": 149137.33388322234, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.613588110403397, "fast_rcnn/fg_cls_accuracy": 0.27592985767083433, "iteration": 3359, "loss_box_reg": 0.2900325949303806, "loss_cls": 0.36117957858368754, "loss_mask": 0.35101897455751896, "loss_rpn_cls": 0.08858545310795307, "loss_rpn_loc": 0.09062584605999291, "loss_sem_seg": 0.5892718313261867, "lr": 0.02, "mask_rcnn/accuracy": 0.8427304107838962, "mask_rcnn/false_negative": 0.13914529036546108, "mask_rcnn/false_positive": 0.1933981091050656, "roi_head/num_bg_samples": 467.0, "roi_head/num_fg_samples": 45.0, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5628114490000371, "total_loss": 1.7949288005474955} {"data_time": 0.012197242999718583, "eta_seconds": 149087.71168981362, "fast_rcnn/cls_accuracy": 0.91064453125, "fast_rcnn/false_negative": 0.6634304207119741, "fast_rcnn/fg_cls_accuracy": 0.25684216985763375, "iteration": 3379, "loss_box_reg": 0.2922586326021701, "loss_cls": 0.3511401768773794, "loss_mask": 0.3597439918667078, "loss_rpn_cls": 0.08355545322410762, "loss_rpn_loc": 0.10199355246732011, "loss_sem_seg": 0.5856473166495562, "lr": 0.02, "mask_rcnn/accuracy": 0.8507420266127217, "mask_rcnn/false_negative": 0.13650184805799204, "mask_rcnn/false_positive": 0.1512467871548963, "roi_head/num_bg_samples": 457.5, "roi_head/num_fg_samples": 54.5, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5610507565002081, "total_loss": 1.7644867168273777} {"data_time": 0.013639105499805737, "eta_seconds": 149114.96112976235, "fast_rcnn/cls_accuracy": 0.88671875, "fast_rcnn/false_negative": 0.6634114583333333, "fast_rcnn/fg_cls_accuracy": 0.26456433637284704, "iteration": 3399, "loss_box_reg": 0.28589608892798424, "loss_cls": 0.3543694082181901, "loss_mask": 0.3681934867054224, "loss_rpn_cls": 0.083625532919541, "loss_rpn_loc": 0.09550911266705953, "loss_sem_seg": 0.6070903949439526, "lr": 0.02, "mask_rcnn/accuracy": 0.8234771871410902, "mask_rcnn/false_negative": 0.12947175713982842, "mask_rcnn/false_positive": 0.19507327337145508, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 200.25, "rpn/num_pos_anchors": 55.75, "time": 0.5596509994998087, "total_loss": 1.7827679994516075} {"data_time": 0.01271094699995956, "eta_seconds": 149023.23903352415, "fast_rcnn/cls_accuracy": 0.9130859375, "fast_rcnn/false_negative": 0.6873278236914601, "fast_rcnn/fg_cls_accuracy": 0.24012784823177646, "iteration": 3419, "loss_box_reg": 0.2946442593820393, "loss_cls": 0.3723934325389564, "loss_mask": 0.37202419713139534, "loss_rpn_cls": 0.086351971141994, "loss_rpn_loc": 0.09883063071174547, "loss_sem_seg": 0.6026274999603629, "lr": 0.02, "mask_rcnn/accuracy": 0.8370441131961259, "mask_rcnn/false_negative": 0.12533581568131227, "mask_rcnn/false_positive": 0.2021971764304748, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.552298539500498, "total_loss": 1.8401103951619007} {"data_time": 0.011960927000018273, "eta_seconds": 149012.05869891413, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.6821705426356589, "fast_rcnn/fg_cls_accuracy": 0.24642549526270457, "iteration": 3439, "loss_box_reg": 0.26231776271015406, "loss_cls": 0.3338378267362714, "loss_mask": 0.3636401388794184, "loss_rpn_cls": 0.09117587778018788, "loss_rpn_loc": 0.10206437052693218, "loss_sem_seg": 0.5971290301531553, "lr": 0.02, "mask_rcnn/accuracy": 0.8378423891255908, "mask_rcnn/false_negative": 0.16647229615213677, "mask_rcnn/false_positive": 0.15793317206301355, "roi_head/num_bg_samples": 476.5, "roi_head/num_fg_samples": 35.5, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5536066889999347, "total_loss": 1.7588694487931207} {"data_time": 0.011684878000323806, "eta_seconds": 148923.0987683381, "fast_rcnn/cls_accuracy": 0.89208984375, "fast_rcnn/false_negative": 0.5850415221276148, "fast_rcnn/fg_cls_accuracy": 0.3109605911330049, "iteration": 3459, "loss_box_reg": 0.3029939569532871, "loss_cls": 0.3588663013651967, "loss_mask": 0.35341240372508764, "loss_rpn_cls": 0.08608882874250412, "loss_rpn_loc": 0.09113077446818352, "loss_sem_seg": 0.5881228856742382, "lr": 0.02, "mask_rcnn/accuracy": 0.8402293988092691, "mask_rcnn/false_negative": 0.12414626450307813, "mask_rcnn/false_positive": 0.18872149618181763, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 208.5, "rpn/num_pos_anchors": 47.5, "time": 0.5583115404997443, "total_loss": 1.7915366520173848} {"data_time": 0.011563503999695968, "eta_seconds": 148911.9242699481, "fast_rcnn/cls_accuracy": 0.90380859375, "fast_rcnn/false_negative": 0.7786847014925373, "fast_rcnn/fg_cls_accuracy": 0.16970375902414736, "iteration": 3479, "loss_box_reg": 0.2848769295960665, "loss_cls": 0.3623619694262743, "loss_mask": 0.3658197522163391, "loss_rpn_cls": 0.09427064482588321, "loss_rpn_loc": 0.10937456114334054, "loss_sem_seg": 0.5249901320785284, "lr": 0.02, "mask_rcnn/accuracy": 0.8016380038599209, "mask_rcnn/false_negative": 0.1538400056789297, "mask_rcnn/false_positive": 0.20862415584855865, "roi_head/num_bg_samples": 459.75, "roi_head/num_fg_samples": 52.25, "rpn/num_neg_anchors": 203.25, "rpn/num_pos_anchors": 52.75, "time": 0.5511030504999326, "total_loss": 1.7849073465913534} {"data_time": 0.01130925949973971, "eta_seconds": 148954.45998354183, "fast_rcnn/cls_accuracy": 0.9111328125, "fast_rcnn/false_negative": 0.611730286988019, "fast_rcnn/fg_cls_accuracy": 0.2535858359480054, "iteration": 3499, "loss_box_reg": 0.28717447351664305, "loss_cls": 0.36807641107589006, "loss_mask": 0.3657916281372309, "loss_rpn_cls": 0.0862440848723054, "loss_rpn_loc": 0.10151143779512495, "loss_sem_seg": 0.5419090073555708, "lr": 0.02, "mask_rcnn/accuracy": 0.8372484938675931, "mask_rcnn/false_negative": 0.151440273355758, "mask_rcnn/false_positive": 0.17600691048834394, "roi_head/num_bg_samples": 461.25, "roi_head/num_fg_samples": 50.75, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5625563085000067, "total_loss": 1.8095585006522015} {"data_time": 0.011780991000250651, "eta_seconds": 148858.13544509388, "fast_rcnn/cls_accuracy": 0.90673828125, "fast_rcnn/false_negative": 0.7266139988929703, "fast_rcnn/fg_cls_accuracy": 0.2211925161741563, "iteration": 3519, "loss_box_reg": 0.27752145379781723, "loss_cls": 0.3494701711460948, "loss_mask": 0.36095243133604527, "loss_rpn_cls": 0.08779207931365818, "loss_rpn_loc": 0.08348141703754663, "loss_sem_seg": 0.5531270792707801, "lr": 0.02, "mask_rcnn/accuracy": 0.8314884801033742, "mask_rcnn/false_negative": 0.1331444015399958, "mask_rcnn/false_positive": 0.19896460886900355, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5454331144997013, "total_loss": 1.736687190597877} {"data_time": 0.012053386499701446, "eta_seconds": 148701.41124995967, "fast_rcnn/cls_accuracy": 0.89013671875, "fast_rcnn/false_negative": 0.7146715776550031, "fast_rcnn/fg_cls_accuracy": 0.2142512077294686, "iteration": 3539, "loss_box_reg": 0.26076338440179825, "loss_cls": 0.317247012630105, "loss_mask": 0.34778683446347713, "loss_rpn_cls": 0.09583940426819026, "loss_rpn_loc": 0.11436508863698691, "loss_sem_seg": 0.5923654455691576, "lr": 0.02, "mask_rcnn/accuracy": 0.8489701436130007, "mask_rcnn/false_negative": 0.10730403958817705, "mask_rcnn/false_positive": 0.19072373860220598, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.5468032735002453, "total_loss": 1.7369475286686793} {"data_time": 0.01190026999984184, "eta_seconds": 148867.22627638813, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.6461870947823403, "fast_rcnn/fg_cls_accuracy": 0.3341221794166208, "iteration": 3559, "loss_box_reg": 0.2739327293820679, "loss_cls": 0.3338290071114898, "loss_mask": 0.3601823318749666, "loss_rpn_cls": 0.09289023536257446, "loss_rpn_loc": 0.1037917808862403, "loss_sem_seg": 0.5830887528136373, "lr": 0.02, "mask_rcnn/accuracy": 0.8429788443702859, "mask_rcnn/false_negative": 0.1403256575870201, "mask_rcnn/false_positive": 0.18251803053875032, "roi_head/num_bg_samples": 456.75, "roi_head/num_fg_samples": 55.25, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.5640207300002658, "total_loss": 1.7164950417354703} {"data_time": 0.012387501000375778, "eta_seconds": 148856.05177799813, "fast_rcnn/cls_accuracy": 0.91064453125, "fast_rcnn/false_negative": 0.7071069182389937, "fast_rcnn/fg_cls_accuracy": 0.2610228401191659, "iteration": 3579, "loss_box_reg": 0.28231016313657165, "loss_cls": 0.3423145795240998, "loss_mask": 0.3606634959578514, "loss_rpn_cls": 0.081444300012663, "loss_rpn_loc": 0.09471679985290393, "loss_sem_seg": 0.5507843103259802, "lr": 0.02, "mask_rcnn/accuracy": 0.8404167052810851, "mask_rcnn/false_negative": 0.14350153492902398, "mask_rcnn/false_positive": 0.19444697966841668, "roi_head/num_bg_samples": 459.25, "roi_head/num_fg_samples": 52.75, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5671350730003724, "total_loss": 1.7107618031441234} {"data_time": 0.013524373000109335, "eta_seconds": 148809.62083889145, "fast_rcnn/cls_accuracy": 0.91015625, "fast_rcnn/false_negative": 0.6715686274509804, "fast_rcnn/fg_cls_accuracy": 0.3275678146906431, "iteration": 3599, "loss_box_reg": 0.2847748124040663, "loss_cls": 0.3399460632354021, "loss_mask": 0.37110870238393545, "loss_rpn_cls": 0.11111619719304144, "loss_rpn_loc": 0.11459637596271932, "loss_sem_seg": 0.5727431457489729, "lr": 0.02, "mask_rcnn/accuracy": 0.8523732631350412, "mask_rcnn/false_negative": 0.1348424238361859, "mask_rcnn/false_positive": 0.165623216354496, "roi_head/num_bg_samples": 456.5, "roi_head/num_fg_samples": 55.5, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5577507540001534, "total_loss": 1.8776910930173472} {"data_time": 0.013716129999920668, "eta_seconds": 148833.70278121816, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.6547916666666667, "fast_rcnn/fg_cls_accuracy": 0.26002745157846574, "iteration": 3619, "loss_box_reg": 0.28188651287928224, "loss_cls": 0.382901263423264, "loss_mask": 0.3691181167960167, "loss_rpn_cls": 0.09348296979442239, "loss_rpn_loc": 0.09613485971931368, "loss_sem_seg": 0.609925459139049, "lr": 0.02, "mask_rcnn/accuracy": 0.8433432428089346, "mask_rcnn/false_negative": 0.09991010475824937, "mask_rcnn/false_positive": 0.21529443622045563, "roi_head/num_bg_samples": 467.75, "roi_head/num_fg_samples": 44.25, "rpn/num_neg_anchors": 234.5, "rpn/num_pos_anchors": 21.5, "time": 0.5599604119997821, "total_loss": 1.914559866883792} {"data_time": 0.0121350109998275, "eta_seconds": 148759.19056710994, "fast_rcnn/cls_accuracy": 0.90283203125, "fast_rcnn/false_negative": 0.742671832884097, "fast_rcnn/fg_cls_accuracy": 0.1748928281774997, "iteration": 3639, "loss_box_reg": 0.28489844547584653, "loss_cls": 0.3549561593681574, "loss_mask": 0.3590574525296688, "loss_rpn_cls": 0.08988301292993128, "loss_rpn_loc": 0.08776878245407715, "loss_sem_seg": 0.5714741349220276, "lr": 0.02, "mask_rcnn/accuracy": 0.8395281888045056, "mask_rcnn/false_negative": 0.14450167730815588, "mask_rcnn/false_positive": 0.16350335514603226, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5576896565003153, "total_loss": 1.7701130971545354} {"data_time": 0.01300236649967701, "eta_seconds": 148811.35378443816, "fast_rcnn/cls_accuracy": 0.9140625, "fast_rcnn/false_negative": 0.6748619914127991, "fast_rcnn/fg_cls_accuracy": 0.3008765243902439, "iteration": 3659, "loss_box_reg": 0.28586603980511427, "loss_cls": 0.3576241210103035, "loss_mask": 0.35861670412123203, "loss_rpn_cls": 0.09719068126287311, "loss_rpn_loc": 0.1107430161209777, "loss_sem_seg": 0.6258159410208464, "lr": 0.02, "mask_rcnn/accuracy": 0.8597497570456754, "mask_rcnn/false_negative": 0.11718935681776417, "mask_rcnn/false_positive": 0.19037786387781502, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5616200335002759, "total_loss": 1.8380010556429625} {"data_time": 0.01156276550000257, "eta_seconds": 148972.49496534755, "fast_rcnn/cls_accuracy": 0.91259765625, "fast_rcnn/false_negative": 0.684863523573201, "fast_rcnn/fg_cls_accuracy": 0.2536549707602339, "iteration": 3679, "loss_box_reg": 0.3224935024045408, "loss_cls": 0.35848660254850984, "loss_mask": 0.3586698994040489, "loss_rpn_cls": 0.08831420209025964, "loss_rpn_loc": 0.09998690141947009, "loss_sem_seg": 0.5809561545029283, "lr": 0.02, "mask_rcnn/accuracy": 0.8307095663570964, "mask_rcnn/false_negative": 0.12553366362010865, "mask_rcnn/false_positive": 0.20313382427402407, "roi_head/num_bg_samples": 459.5, "roi_head/num_fg_samples": 52.5, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5708052710006086, "total_loss": 1.8310899460338987} {"data_time": 0.012438041500445252, "eta_seconds": 149111.0505761533, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.6474462365591398, "fast_rcnn/fg_cls_accuracy": 0.23763440860215054, "iteration": 3699, "loss_box_reg": 0.28092972189188004, "loss_cls": 0.3389336313121021, "loss_mask": 0.3578057363629341, "loss_rpn_cls": 0.0856187097961083, "loss_rpn_loc": 0.10110089741647243, "loss_sem_seg": 0.6011123526841402, "lr": 0.02, "mask_rcnn/accuracy": 0.8304678351030934, "mask_rcnn/false_negative": 0.14287598806595533, "mask_rcnn/false_positive": 0.17860252309244376, "roi_head/num_bg_samples": 467.0, "roi_head/num_fg_samples": 45.0, "rpn/num_neg_anchors": 240.0, "rpn/num_pos_anchors": 16.0, "time": 0.5487776209997719, "total_loss": 1.8267990365857258} {"data_time": 0.012475230999370979, "eta_seconds": 149135.56030627288, "fast_rcnn/cls_accuracy": 0.904296875, "fast_rcnn/false_negative": 0.609375, "fast_rcnn/fg_cls_accuracy": 0.33854166666666663, "iteration": 3719, "loss_box_reg": 0.30611992767080665, "loss_cls": 0.3645203416235745, "loss_mask": 0.3717357534915209, "loss_rpn_cls": 0.07148312963545322, "loss_rpn_loc": 0.09011136461049318, "loss_sem_seg": 0.5763354655355215, "lr": 0.02, "mask_rcnn/accuracy": 0.8238415496068557, "mask_rcnn/false_negative": 0.14253871897071665, "mask_rcnn/false_positive": 0.19601774738199024, "roi_head/num_bg_samples": 456.25, "roi_head/num_fg_samples": 55.75, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5558881765000478, "total_loss": 1.7799144781311043} {"data_time": 0.012513390500316746, "eta_seconds": 149200.11698351344, "fast_rcnn/cls_accuracy": 0.9140625, "fast_rcnn/false_negative": 0.6057851239669421, "fast_rcnn/fg_cls_accuracy": 0.33125658125658125, "iteration": 3739, "loss_box_reg": 0.3116289987228811, "loss_cls": 0.37462547328323126, "loss_mask": 0.3646201305091381, "loss_rpn_cls": 0.08350768149830401, "loss_rpn_loc": 0.09663493023253977, "loss_sem_seg": 0.4817689275369048, "lr": 0.02, "mask_rcnn/accuracy": 0.8295451165649645, "mask_rcnn/false_negative": 0.1283453147782626, "mask_rcnn/false_positive": 0.1889349059339086, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5687178809998841, "total_loss": 1.7225622518453747} {"data_time": 0.012850392000018473, "eta_seconds": 149244.3631340002, "fast_rcnn/cls_accuracy": 0.89501953125, "fast_rcnn/false_negative": 0.6061335902376366, "fast_rcnn/fg_cls_accuracy": 0.35732771855945955, "iteration": 3759, "loss_box_reg": 0.29541496001183987, "loss_cls": 0.3555112206377089, "loss_mask": 0.36353722028434277, "loss_rpn_cls": 0.08244302083039656, "loss_rpn_loc": 0.10599365044618025, "loss_sem_seg": 0.5461147697642446, "lr": 0.02, "mask_rcnn/accuracy": 0.8516838329645884, "mask_rcnn/false_negative": 0.13209206315723448, "mask_rcnn/false_positive": 0.1927429352945404, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5576585314997828, "total_loss": 1.7743063278030604} {"data_time": 0.012946363000082783, "eta_seconds": 149226.81092601162, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.6277389277389278, "fast_rcnn/fg_cls_accuracy": 0.37055652680652684, "iteration": 3779, "loss_box_reg": 0.2853834596462548, "loss_cls": 0.3430081997066736, "loss_mask": 0.350113183259964, "loss_rpn_cls": 0.0892874303390272, "loss_rpn_loc": 0.09103843197226524, "loss_sem_seg": 0.5545246247202158, "lr": 0.02, "mask_rcnn/accuracy": 0.8624605526289264, "mask_rcnn/false_negative": 0.1280635473611305, "mask_rcnn/false_positive": 0.16565652441003925, "roi_head/num_bg_samples": 458.25, "roi_head/num_fg_samples": 53.75, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5471258269999453, "total_loss": 1.7595758970128372} {"data_time": 0.012885651500255335, "eta_seconds": 149215.6001792316, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.629872311827957, "fast_rcnn/fg_cls_accuracy": 0.3160383306014374, "iteration": 3799, "loss_box_reg": 0.2919855182990432, "loss_cls": 0.3346724258735776, "loss_mask": 0.3579803332686424, "loss_rpn_cls": 0.08942315215244889, "loss_rpn_loc": 0.11000149813480675, "loss_sem_seg": 0.5648676101118326, "lr": 0.02, "mask_rcnn/accuracy": 0.8280020663896747, "mask_rcnn/false_negative": 0.11563809461247333, "mask_rcnn/false_positive": 0.213550038157871, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.5574623600004998, "total_loss": 1.8332493004854769} {"data_time": 0.012965267500021582, "eta_seconds": 149079.5534712729, "fast_rcnn/cls_accuracy": 0.912109375, "fast_rcnn/false_negative": 0.6626016260162602, "fast_rcnn/fg_cls_accuracy": 0.312468671679198, "iteration": 3819, "loss_box_reg": 0.2876659603789449, "loss_cls": 0.3374915160238743, "loss_mask": 0.3616032376885414, "loss_rpn_cls": 0.07902088831178844, "loss_rpn_loc": 0.09748543784371577, "loss_sem_seg": 0.5836336016654968, "lr": 0.02, "mask_rcnn/accuracy": 0.8238968297242562, "mask_rcnn/false_negative": 0.12936866946824044, "mask_rcnn/false_positive": 0.21735728665974036, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5525907065002684, "total_loss": 1.7350728001329117} {"data_time": 0.011889811999935773, "eta_seconds": 149193.1786856716, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.5685828877005348, "fast_rcnn/fg_cls_accuracy": 0.321712325233452, "iteration": 3839, "loss_box_reg": 0.30101936822757125, "loss_cls": 0.36940289475023746, "loss_mask": 0.3703912300989032, "loss_rpn_cls": 0.09670539805665612, "loss_rpn_loc": 0.10942728171357885, "loss_sem_seg": 0.5638634776696563, "lr": 0.02, "mask_rcnn/accuracy": 0.8481369960901632, "mask_rcnn/false_negative": 0.1300110190495049, "mask_rcnn/false_positive": 0.20088470637894962, "roi_head/num_bg_samples": 461.75, "roi_head/num_fg_samples": 50.25, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5641762789996392, "total_loss": 1.8064264764543623} {"data_time": 0.012020218999623467, "eta_seconds": 149156.90810230045, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.6707436399217221, "fast_rcnn/fg_cls_accuracy": 0.3016283277332644, "iteration": 3859, "loss_box_reg": 0.3174760276451707, "loss_cls": 0.3739111376926303, "loss_mask": 0.3659299314022064, "loss_rpn_cls": 0.08730923640541732, "loss_rpn_loc": 0.08840938919456676, "loss_sem_seg": 0.5759402811527252, "lr": 0.02, "mask_rcnn/accuracy": 0.8432420402178467, "mask_rcnn/false_negative": 0.13361848377306584, "mask_rcnn/false_positive": 0.17711844425056447, "roi_head/num_bg_samples": 473.5, "roi_head/num_fg_samples": 38.5, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5625124090001918, "total_loss": 1.8651276889722794} {"data_time": 0.011500372000227799, "eta_seconds": 149145.69923872044, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.7158466533466533, "fast_rcnn/fg_cls_accuracy": 0.26766983016983015, "iteration": 3879, "loss_box_reg": 0.290936341509223, "loss_cls": 0.3415287947282195, "loss_mask": 0.35817000456154346, "loss_rpn_cls": 0.08384519745595753, "loss_rpn_loc": 0.08917785616358742, "loss_sem_seg": 0.562221797183156, "lr": 0.02, "mask_rcnn/accuracy": 0.830374399759904, "mask_rcnn/false_negative": 0.1276428969247775, "mask_rcnn/false_positive": 0.21802024495389766, "roi_head/num_bg_samples": 459.25, "roi_head/num_fg_samples": 52.75, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5541983905000052, "total_loss": 1.7218206773977727} {"data_time": 0.01150756149991139, "eta_seconds": 149134.49037514045, "fast_rcnn/cls_accuracy": 0.90625, "fast_rcnn/false_negative": 0.6657156619363445, "fast_rcnn/fg_cls_accuracy": 0.3149957063117218, "iteration": 3899, "loss_box_reg": 0.28420533426105976, "loss_cls": 0.3526187213137746, "loss_mask": 0.35731193237006664, "loss_rpn_cls": 0.10128997871652246, "loss_rpn_loc": 0.1073710573837161, "loss_sem_seg": 0.5901669608429074, "lr": 0.02, "mask_rcnn/accuracy": 0.8353602207306281, "mask_rcnn/false_negative": 0.14017522274401253, "mask_rcnn/false_positive": 0.22457880294126253, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.568878125500305, "total_loss": 1.8841270880657248} {"data_time": 0.011543454500042571, "eta_seconds": 149060.25144589768, "fast_rcnn/cls_accuracy": 0.89697265625, "fast_rcnn/false_negative": 0.6993006993006993, "fast_rcnn/fg_cls_accuracy": 0.18233618233618232, "iteration": 3919, "loss_box_reg": 0.28753042314201593, "loss_cls": 0.35121028032153845, "loss_mask": 0.3660740638151765, "loss_rpn_cls": 0.07532776554580778, "loss_rpn_loc": 0.09127657546196133, "loss_sem_seg": 0.5828236872330308, "lr": 0.02, "mask_rcnn/accuracy": 0.8246807755736327, "mask_rcnn/false_negative": 0.14424435730195523, "mask_rcnn/false_positive": 0.21774020015792966, "roi_head/num_bg_samples": 456.25, "roi_head/num_fg_samples": 55.75, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5561633145002816, "total_loss": 1.8204669273691252} {"data_time": 0.012532922999980656, "eta_seconds": 149145.44002313845, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.6437889960294951, "fast_rcnn/fg_cls_accuracy": 0.22727272727272727, "iteration": 3939, "loss_box_reg": 0.256671498529613, "loss_cls": 0.34502982487902045, "loss_mask": 0.33919873274862766, "loss_rpn_cls": 0.07973021100042388, "loss_rpn_loc": 0.0909582824097015, "loss_sem_seg": 0.5727801132015884, "lr": 0.02, "mask_rcnn/accuracy": 0.8450126103072808, "mask_rcnn/false_negative": 0.137696262250062, "mask_rcnn/false_positive": 0.18102802844672522, "roi_head/num_bg_samples": 472.75, "roi_head/num_fg_samples": 39.25, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5573882395001419, "total_loss": 1.6999365700758062} {"data_time": 0.01285405599992373, "eta_seconds": 149100.86378440043, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.6012042795404238, "fast_rcnn/fg_cls_accuracy": 0.3537519473775316, "iteration": 3959, "loss_box_reg": 0.3032330246642232, "loss_cls": 0.3596395612694323, "loss_mask": 0.34930187091231346, "loss_rpn_cls": 0.07994630024768412, "loss_rpn_loc": 0.08194760483456776, "loss_sem_seg": 0.5487412139773369, "lr": 0.02, "mask_rcnn/accuracy": 0.8528667739497233, "mask_rcnn/false_negative": 0.11586807970517497, "mask_rcnn/false_positive": 0.17537760986039388, "roi_head/num_bg_samples": 457.5, "roi_head/num_fg_samples": 54.5, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5712882285001797, "total_loss": 1.776484861940844} {"data_time": 0.013189193499783869, "eta_seconds": 148982.3133190074, "fast_rcnn/cls_accuracy": 0.89501953125, "fast_rcnn/false_negative": 0.668903173965448, "fast_rcnn/fg_cls_accuracy": 0.2919871794871795, "iteration": 3979, "loss_box_reg": 0.2899888432584703, "loss_cls": 0.3545748135074973, "loss_mask": 0.3509347029030323, "loss_rpn_cls": 0.08845780126284808, "loss_rpn_loc": 0.08418237572186626, "loss_sem_seg": 0.5663907071575522, "lr": 0.02, "mask_rcnn/accuracy": 0.8505891642371234, "mask_rcnn/false_negative": 0.14073900750499024, "mask_rcnn/false_positive": 0.15065298665222832, "roi_head/num_bg_samples": 461.0, "roi_head/num_fg_samples": 51.0, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5558130174995313, "total_loss": 1.7450819169171154} {"data_time": 0.011641052999948442, "eta_seconds": 148910.5337239931, "fast_rcnn/cls_accuracy": 0.900390625, "fast_rcnn/false_negative": 0.64193136181088, "fast_rcnn/fg_cls_accuracy": 0.2935714285714286, "iteration": 3999, "loss_box_reg": 0.26919368316885084, "loss_cls": 0.34816120378673077, "loss_mask": 0.3533981731161475, "loss_rpn_cls": 0.08384092175401747, "loss_rpn_loc": 0.08942558738635853, "loss_sem_seg": 0.5485114213079214, "lr": 0.02, "mask_rcnn/accuracy": 0.8213849446169107, "mask_rcnn/false_negative": 0.1272082106392013, "mask_rcnn/false_positive": 0.18121158033741575, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5610890165003184, "total_loss": 1.6807919519487768} {"data_time": 0.012507919000199763, "eta_seconds": 148959.9117321674, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.568081494057725, "fast_rcnn/fg_cls_accuracy": 0.3315018315018315, "iteration": 4019, "loss_box_reg": 0.29750413633883, "loss_cls": 0.363955638371408, "loss_mask": 0.3576140673831105, "loss_rpn_cls": 0.07224375824443996, "loss_rpn_loc": 0.09369170316495001, "loss_sem_seg": 0.568085128441453, "lr": 0.02, "mask_rcnn/accuracy": 0.8759039339419978, "mask_rcnn/false_negative": 0.11596954258924949, "mask_rcnn/false_positive": 0.1518976218200953, "roi_head/num_bg_samples": 461.75, "roi_head/num_fg_samples": 50.25, "rpn/num_neg_anchors": 234.75, "rpn/num_pos_anchors": 21.25, "time": 0.5691609744999369, "total_loss": 1.817422414867906} {"data_time": 0.011961065500145196, "eta_seconds": 148915.39214271802, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.6134848484848485, "fast_rcnn/fg_cls_accuracy": 0.29619047619047617, "iteration": 4039, "loss_box_reg": 0.2717168931849301, "loss_cls": 0.3153203073889017, "loss_mask": 0.3442764487117529, "loss_rpn_cls": 0.07775166362989694, "loss_rpn_loc": 0.09144462883705273, "loss_sem_seg": 0.5574232158251107, "lr": 0.02, "mask_rcnn/accuracy": 0.8297990370084984, "mask_rcnn/false_negative": 0.12636958977114482, "mask_rcnn/false_positive": 0.21054046195263726, "roi_head/num_bg_samples": 462.75, "roi_head/num_fg_samples": 49.25, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.5440858560000379, "total_loss": 1.6808433411933947} {"data_time": 0.01185239750020628, "eta_seconds": 148925.2720725314, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.5224171539961013, "fast_rcnn/fg_cls_accuracy": 0.3853073463268366, "iteration": 4059, "loss_box_reg": 0.2890896452590823, "loss_cls": 0.3416704637929797, "loss_mask": 0.3606795445084572, "loss_rpn_cls": 0.07871497422456741, "loss_rpn_loc": 0.1046000438509509, "loss_sem_seg": 0.5092961639165878, "lr": 0.02, "mask_rcnn/accuracy": 0.8623674476742866, "mask_rcnn/false_negative": 0.10934909387360965, "mask_rcnn/false_positive": 0.15341791886969902, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5568822645000182, "total_loss": 1.7197072100825608} {"data_time": 0.012110669999856327, "eta_seconds": 148914.0721994714, "fast_rcnn/cls_accuracy": 0.9130859375, "fast_rcnn/false_negative": 0.6267281105990783, "fast_rcnn/fg_cls_accuracy": 0.3273809523809524, "iteration": 4079, "loss_box_reg": 0.2977949557825923, "loss_cls": 0.3525028731673956, "loss_mask": 0.3561320845037699, "loss_rpn_cls": 0.07082933350466192, "loss_rpn_loc": 0.08473678526934236, "loss_sem_seg": 0.6152641894295812, "lr": 0.02, "mask_rcnn/accuracy": 0.8355882758742162, "mask_rcnn/false_negative": 0.12812327175553762, "mask_rcnn/false_positive": 0.1473559616684209, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5643570980000732, "total_loss": 1.7936922380467877} {"data_time": 0.012621072000001732, "eta_seconds": 148824.0237720526, "fast_rcnn/cls_accuracy": 0.892578125, "fast_rcnn/false_negative": 0.6269066503965832, "fast_rcnn/fg_cls_accuracy": 0.32625525634242114, "iteration": 4099, "loss_box_reg": 0.2997983964160085, "loss_cls": 0.36549952533096075, "loss_mask": 0.3569004088640213, "loss_rpn_cls": 0.09124299895484, "loss_rpn_loc": 0.10424758566659875, "loss_sem_seg": 0.5470519326627254, "lr": 0.02, "mask_rcnn/accuracy": 0.8441538294854621, "mask_rcnn/false_negative": 0.1160675074785471, "mask_rcnn/false_positive": 0.20491388684167677, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5491450735003127, "total_loss": 1.7787942758295685} {"data_time": 0.012130595999678917, "eta_seconds": 148948.21018669772, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.5701264488935722, "fast_rcnn/fg_cls_accuracy": 0.4145299145299145, "iteration": 4119, "loss_box_reg": 0.27896141493692994, "loss_cls": 0.3278606701642275, "loss_mask": 0.3513172445818782, "loss_rpn_cls": 0.08660341007634997, "loss_rpn_loc": 0.09909249318297952, "loss_sem_seg": 0.6015387624502182, "lr": 0.02, "mask_rcnn/accuracy": 0.8218689558574338, "mask_rcnn/false_negative": 0.1672383748383698, "mask_rcnn/false_positive": 0.18879814219134372, "roi_head/num_bg_samples": 460.5, "roi_head/num_fg_samples": 51.5, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5718120934998296, "total_loss": 1.78304218428093} {"data_time": 0.011662123500173038, "eta_seconds": 149034.73044954982, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.6316266209000763, "fast_rcnn/fg_cls_accuracy": 0.28566053511705686, "iteration": 4139, "loss_box_reg": 0.27379467245191336, "loss_cls": 0.35851703118532896, "loss_mask": 0.361436503008008, "loss_rpn_cls": 0.08816568145994097, "loss_rpn_loc": 0.09147831687005237, "loss_sem_seg": 0.5714774518273771, "lr": 0.02, "mask_rcnn/accuracy": 0.8331378563695417, "mask_rcnn/false_negative": 0.1253548215754287, "mask_rcnn/false_positive": 0.208984648425238, "roi_head/num_bg_samples": 465.75, "roi_head/num_fg_samples": 46.25, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5568519230000675, "total_loss": 1.749004139448516} {"data_time": 0.012442876000022807, "eta_seconds": 148988.77514860037, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.6095938375350141, "fast_rcnn/fg_cls_accuracy": 0.27182539682539686, "iteration": 4159, "loss_box_reg": 0.29785069450736046, "loss_cls": 0.346439425367862, "loss_mask": 0.3722432516515255, "loss_rpn_cls": 0.09616967372130603, "loss_rpn_loc": 0.09543863276485354, "loss_sem_seg": 0.5589041206985712, "lr": 0.02, "mask_rcnn/accuracy": 0.8210487971230158, "mask_rcnn/false_negative": 0.1388753914449647, "mask_rcnn/false_positive": 0.23354270001896538, "roi_head/num_bg_samples": 461.75, "roi_head/num_fg_samples": 50.25, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5469291089998478, "total_loss": 1.810355180699844} {"data_time": 0.012744515000122192, "eta_seconds": 148868.86529959884, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.5963895550226486, "fast_rcnn/fg_cls_accuracy": 0.352936488963264, "iteration": 4179, "loss_box_reg": 0.2676218473352492, "loss_cls": 0.3423484764061868, "loss_mask": 0.34662926197052, "loss_rpn_cls": 0.08616194012574852, "loss_rpn_loc": 0.09628699300810695, "loss_sem_seg": 0.5695396885275841, "lr": 0.02, "mask_rcnn/accuracy": 0.8578763914656772, "mask_rcnn/false_negative": 0.13766529640919276, "mask_rcnn/false_positive": 0.13934950008176045, "roi_head/num_bg_samples": 458.5, "roi_head/num_fg_samples": 53.5, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5572186509998573, "total_loss": 1.753830200417724} {"data_time": 0.012907958999676339, "eta_seconds": 148863.39714462907, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.5932547064513729, "fast_rcnn/fg_cls_accuracy": 0.34981840880717285, "iteration": 4199, "loss_box_reg": 0.2899277887772769, "loss_cls": 0.3281257995404303, "loss_mask": 0.3770655868574977, "loss_rpn_cls": 0.08447714569047093, "loss_rpn_loc": 0.10792608297197148, "loss_sem_seg": 0.5856493189930916, "lr": 0.02, "mask_rcnn/accuracy": 0.8432966275833801, "mask_rcnn/false_negative": 0.1313113043460557, "mask_rcnn/false_positive": 0.16328242308195617, "roi_head/num_bg_samples": 464.75, "roi_head/num_fg_samples": 47.25, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5770890930002679, "total_loss": 1.7774112513870932} {"data_time": 0.012156105999565625, "eta_seconds": 148852.19602821907, "fast_rcnn/cls_accuracy": 0.912109375, "fast_rcnn/false_negative": 0.6443698732289336, "fast_rcnn/fg_cls_accuracy": 0.2543010752688172, "iteration": 4219, "loss_box_reg": 0.2584101492539048, "loss_cls": 0.3323945412412286, "loss_mask": 0.3674628920853138, "loss_rpn_cls": 0.08977395226247609, "loss_rpn_loc": 0.1018841372570023, "loss_sem_seg": 0.5069675827398896, "lr": 0.02, "mask_rcnn/accuracy": 0.8217571988327705, "mask_rcnn/false_negative": 0.1354656119273732, "mask_rcnn/false_positive": 0.18943894587666543, "roi_head/num_bg_samples": 458.25, "roi_head/num_fg_samples": 53.75, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5546812610000416, "total_loss": 1.654190122615546} {"data_time": 0.011658988500130363, "eta_seconds": 148835.26324438883, "fast_rcnn/cls_accuracy": 0.8935546875, "fast_rcnn/false_negative": 0.5858171882762047, "fast_rcnn/fg_cls_accuracy": 0.32497387669801464, "iteration": 4239, "loss_box_reg": 0.30705404840409756, "loss_cls": 0.35879770712926984, "loss_mask": 0.3424796452745795, "loss_rpn_cls": 0.08081023162230849, "loss_rpn_loc": 0.10206971387378871, "loss_sem_seg": 0.5840852092951536, "lr": 0.02, "mask_rcnn/accuracy": 0.8337662002746016, "mask_rcnn/false_negative": 0.11676208670330471, "mask_rcnn/false_positive": 0.18163546629983948, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5623124660005487, "total_loss": 1.817834056331776} {"data_time": 0.012411158499617159, "eta_seconds": 148932.73083070037, "fast_rcnn/cls_accuracy": 0.908203125, "fast_rcnn/false_negative": 0.6367119322293644, "fast_rcnn/fg_cls_accuracy": 0.3530404726498131, "iteration": 4259, "loss_box_reg": 0.28714752360247076, "loss_cls": 0.35875362204387784, "loss_mask": 0.34590775426477194, "loss_rpn_cls": 0.08238895155955106, "loss_rpn_loc": 0.08430610620416701, "loss_sem_seg": 0.5102291703224182, "lr": 0.02, "mask_rcnn/accuracy": 0.8433185573184836, "mask_rcnn/false_negative": 0.1404217345500039, "mask_rcnn/false_positive": 0.17265115159380534, "roi_head/num_bg_samples": 458.0, "roi_head/num_fg_samples": 54.0, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5689733915000943, "total_loss": 1.698621482559247} {"data_time": 0.012370439500045904, "eta_seconds": 148823.85900349997, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.5758393285371703, "fast_rcnn/fg_cls_accuracy": 0.3548240782738288, "iteration": 4279, "loss_box_reg": 0.2875367356464267, "loss_cls": 0.3400628441013396, "loss_mask": 0.35623591858893633, "loss_rpn_cls": 0.09718927554786205, "loss_rpn_loc": 0.10393631493207067, "loss_sem_seg": 0.5789983067661524, "lr": 0.02, "mask_rcnn/accuracy": 0.8357019533261769, "mask_rcnn/false_negative": 0.1300017764794471, "mask_rcnn/false_positive": 0.20671410046318034, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5518919645005553, "total_loss": 1.7856820604065433} {"data_time": 0.011854740499984473, "eta_seconds": 148769.81440027794, "fast_rcnn/cls_accuracy": 0.8984375, "fast_rcnn/false_negative": 0.6506968641114983, "fast_rcnn/fg_cls_accuracy": 0.2983642311886587, "iteration": 4299, "loss_box_reg": 0.30663901660591364, "loss_cls": 0.3615069589577615, "loss_mask": 0.36602344550192356, "loss_rpn_cls": 0.0898896063445136, "loss_rpn_loc": 0.1066655247414019, "loss_sem_seg": 0.5327269732952118, "lr": 0.02, "mask_rcnn/accuracy": 0.8284297954980441, "mask_rcnn/false_negative": 0.13779691044858844, "mask_rcnn/false_positive": 0.17525617563141777, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5618128984997384, "total_loss": 1.792251645354554} {"data_time": 0.0135331775004488, "eta_seconds": 148725.46430429764, "fast_rcnn/cls_accuracy": 0.89794921875, "fast_rcnn/false_negative": 0.6465465465465465, "fast_rcnn/fg_cls_accuracy": 0.3101010101010101, "iteration": 4319, "loss_box_reg": 0.2960419040173292, "loss_cls": 0.3556904708966613, "loss_mask": 0.35714220348745584, "loss_rpn_cls": 0.07844913564622402, "loss_rpn_loc": 0.1029599005705677, "loss_sem_seg": 0.5782486516982317, "lr": 0.02, "mask_rcnn/accuracy": 0.8565709565764632, "mask_rcnn/false_negative": 0.13510663377986032, "mask_rcnn/false_positive": 0.15920303480323608, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5753372214999217, "total_loss": 1.7308897456969135} {"data_time": 0.012676492000082362, "eta_seconds": 148784.9893297591, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.6332503113325031, "fast_rcnn/fg_cls_accuracy": 0.35457436399217224, "iteration": 4339, "loss_box_reg": 0.2920149005949497, "loss_cls": 0.35081631503999233, "loss_mask": 0.37385956291109324, "loss_rpn_cls": 0.08799490809906274, "loss_rpn_loc": 0.0972218445094768, "loss_sem_seg": 0.5282196402549744, "lr": 0.02, "mask_rcnn/accuracy": 0.8447353374907832, "mask_rcnn/false_negative": 0.12662895614901176, "mask_rcnn/false_positive": 0.18486552976721898, "roi_head/num_bg_samples": 456.5, "roi_head/num_fg_samples": 55.5, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.5624049254997772, "total_loss": 1.7772203751374036} {"data_time": 0.012166482499651465, "eta_seconds": 148655.1463019066, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.5681366047745358, "fast_rcnn/fg_cls_accuracy": 0.3727525335076822, "iteration": 4359, "loss_box_reg": 0.29458031337708235, "loss_cls": 0.33715957310050726, "loss_mask": 0.35260978154838085, "loss_rpn_cls": 0.07927573577035218, "loss_rpn_loc": 0.10324383346596733, "loss_sem_seg": 0.5081683555617929, "lr": 0.02, "mask_rcnn/accuracy": 0.8568927616901493, "mask_rcnn/false_negative": 0.12428318681409697, "mask_rcnn/false_positive": 0.16015851343946663, "roi_head/num_bg_samples": 457.5, "roi_head/num_fg_samples": 54.5, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5485123285006921, "total_loss": 1.6288346218061633} {"data_time": 0.011705213999903208, "eta_seconds": 148605.50561102445, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.6557547169811321, "fast_rcnn/fg_cls_accuracy": 0.3028770978838736, "iteration": 4379, "loss_box_reg": 0.30772831477224827, "loss_cls": 0.37552059534937143, "loss_mask": 0.3602076591923833, "loss_rpn_cls": 0.08685009146574885, "loss_rpn_loc": 0.11172313027782366, "loss_sem_seg": 0.5472175744362175, "lr": 0.02, "mask_rcnn/accuracy": 0.8508716968117238, "mask_rcnn/false_negative": 0.14853988655807546, "mask_rcnn/false_positive": 0.15158752487983032, "roi_head/num_bg_samples": 459.25, "roi_head/num_fg_samples": 52.75, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5570062289998532, "total_loss": 1.8176697832532227} {"data_time": 0.012054457500198623, "eta_seconds": 148650.5540137728, "fast_rcnn/cls_accuracy": 0.91064453125, "fast_rcnn/false_negative": 0.6017241379310345, "fast_rcnn/fg_cls_accuracy": 0.35772621208192895, "iteration": 4399, "loss_box_reg": 0.3016997752711177, "loss_cls": 0.354839360807091, "loss_mask": 0.35045929066836834, "loss_rpn_cls": 0.08377270516939461, "loss_rpn_loc": 0.10843590064905584, "loss_sem_seg": 0.5326061975210905, "lr": 0.02, "mask_rcnn/accuracy": 0.8655705009276438, "mask_rcnn/false_negative": 0.10672113896055983, "mask_rcnn/false_positive": 0.16975796536043086, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5690274584999315, "total_loss": 1.6864218180417083} {"data_time": 0.011557160500160535, "eta_seconds": 148669.48534294762, "fast_rcnn/cls_accuracy": 0.90771484375, "fast_rcnn/false_negative": 0.6699943757030371, "fast_rcnn/fg_cls_accuracy": 0.2588582677165354, "iteration": 4419, "loss_box_reg": 0.28471387596800923, "loss_cls": 0.36959942569956183, "loss_mask": 0.3480955669656396, "loss_rpn_cls": 0.096097995294258, "loss_rpn_loc": 0.09474214157671668, "loss_sem_seg": 0.5748786423355341, "lr": 0.02, "mask_rcnn/accuracy": 0.8484277094984336, "mask_rcnn/false_negative": 0.1374247515378556, "mask_rcnn/false_positive": 0.19678529481535664, "roi_head/num_bg_samples": 457.25, "roi_head/num_fg_samples": 54.75, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5636309634996906, "total_loss": 1.7146370774134994} {"data_time": 0.012695003999851906, "eta_seconds": 148691.4263851179, "fast_rcnn/cls_accuracy": 0.8994140625, "fast_rcnn/false_negative": 0.6768707482993197, "fast_rcnn/fg_cls_accuracy": 0.3231292517006803, "iteration": 4439, "loss_box_reg": 0.2844776017591357, "loss_cls": 0.3578797900117934, "loss_mask": 0.3760783337056637, "loss_rpn_cls": 0.08873662655241787, "loss_rpn_loc": 0.09223377692978829, "loss_sem_seg": 0.6153638139367104, "lr": 0.02, "mask_rcnn/accuracy": 0.8471889518002322, "mask_rcnn/false_negative": 0.14873340710321215, "mask_rcnn/false_positive": 0.16539815720799153, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.559948560000521, "total_loss": 1.8018346733297221} {"data_time": 0.012513311999555299, "eta_seconds": 148680.2280972379, "fast_rcnn/cls_accuracy": 0.896484375, "fast_rcnn/false_negative": 0.6449579831932774, "fast_rcnn/fg_cls_accuracy": 0.2965528526235409, "iteration": 4459, "loss_box_reg": 0.3056855397298932, "loss_cls": 0.3635924062691629, "loss_mask": 0.3637655433267355, "loss_rpn_cls": 0.08285960194189101, "loss_rpn_loc": 0.09068020462291315, "loss_sem_seg": 0.6109326095320284, "lr": 0.02, "mask_rcnn/accuracy": 0.8408054112099003, "mask_rcnn/false_negative": 0.1495193527499466, "mask_rcnn/false_positive": 0.1712620847288843, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.5534165164999649, "total_loss": 1.8331486170063727} {"data_time": 0.013490024499787978, "eta_seconds": 148703.43681691686, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.668939393939394, "fast_rcnn/fg_cls_accuracy": 0.26248543689320386, "iteration": 4479, "loss_box_reg": 0.29499597381800413, "loss_cls": 0.3401804845780134, "loss_mask": 0.3594201151281595, "loss_rpn_cls": 0.09003040636889637, "loss_rpn_loc": 0.10062129373545758, "loss_sem_seg": 0.6091119414195418, "lr": 0.02, "mask_rcnn/accuracy": 0.831202817589225, "mask_rcnn/false_negative": 0.11699885304926652, "mask_rcnn/false_positive": 0.19268223390685738, "roi_head/num_bg_samples": 465.5, "roi_head/num_fg_samples": 46.5, "rpn/num_neg_anchors": 237.0, "rpn/num_pos_anchors": 19.0, "time": 0.5757411044996843, "total_loss": 1.7911884270142764} {"data_time": 0.011986516500201105, "eta_seconds": 148604.3268305885, "fast_rcnn/cls_accuracy": 0.90869140625, "fast_rcnn/false_negative": 0.7026353276353277, "fast_rcnn/fg_cls_accuracy": 0.2450571816243458, "iteration": 4499, "loss_box_reg": 0.27820624178275466, "loss_cls": 0.35075911320745945, "loss_mask": 0.3630601027980447, "loss_rpn_cls": 0.08132653683423996, "loss_rpn_loc": 0.10251172509742901, "loss_sem_seg": 0.6156758349388838, "lr": 0.02, "mask_rcnn/accuracy": 0.8271328191566001, "mask_rcnn/false_negative": 0.15183427068485944, "mask_rcnn/false_positive": 0.210244345160862, "roi_head/num_bg_samples": 457.5, "roi_head/num_fg_samples": 54.5, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5570833605002008, "total_loss": 1.7761138218920678} {"data_time": 0.013073065000298811, "eta_seconds": 148667.6749921513, "fast_rcnn/cls_accuracy": 0.89453125, "fast_rcnn/false_negative": 0.6854545454545455, "fast_rcnn/fg_cls_accuracy": 0.2467321776212107, "iteration": 4519, "loss_box_reg": 0.2969571240246296, "loss_cls": 0.35452633909881115, "loss_mask": 0.340859642252326, "loss_rpn_cls": 0.0804585360456258, "loss_rpn_loc": 0.09143354860134423, "loss_sem_seg": 0.5748956254683435, "lr": 0.02, "mask_rcnn/accuracy": 0.8450831133127503, "mask_rcnn/false_negative": 0.10739078541240843, "mask_rcnn/false_positive": 0.2023392050579858, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5601035345002856, "total_loss": 1.7316711648600176} {"data_time": 0.01235618950022399, "eta_seconds": 148777.59395675457, "fast_rcnn/cls_accuracy": 0.90966796875, "fast_rcnn/false_negative": 0.6635237068965517, "fast_rcnn/fg_cls_accuracy": 0.2702618193946469, "iteration": 4539, "loss_box_reg": 0.2777546467259526, "loss_cls": 0.34582422859966755, "loss_mask": 0.3498745169490576, "loss_rpn_cls": 0.0819941961672157, "loss_rpn_loc": 0.08804985047027003, "loss_sem_seg": 0.5246642297133803, "lr": 0.02, "mask_rcnn/accuracy": 0.8454613237340391, "mask_rcnn/false_negative": 0.12240439983067447, "mask_rcnn/false_positive": 0.1814090083318448, "roi_head/num_bg_samples": 457.25, "roi_head/num_fg_samples": 54.75, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5646505129998332, "total_loss": 1.6691906780470163} {"data_time": 0.0123698014999718, "eta_seconds": 148705.54216508998, "fast_rcnn/cls_accuracy": 0.90966796875, "fast_rcnn/false_negative": 0.5835891139758542, "fast_rcnn/fg_cls_accuracy": 0.35116713352007467, "iteration": 4559, "loss_box_reg": 0.30271289497613907, "loss_cls": 0.3361417483538389, "loss_mask": 0.34155350364744663, "loss_rpn_cls": 0.08715423080138862, "loss_rpn_loc": 0.09616898593958467, "loss_sem_seg": 0.476650252006948, "lr": 0.02, "mask_rcnn/accuracy": 0.8520908005650774, "mask_rcnn/false_negative": 0.12182298546217768, "mask_rcnn/false_positive": 0.17460040736514693, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5650769624999157, "total_loss": 1.6900399309233762} {"data_time": 0.012401353499626566, "eta_seconds": 148647.4324192169, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.6003352490421456, "fast_rcnn/fg_cls_accuracy": 0.2941080196399345, "iteration": 4579, "loss_box_reg": 0.29691556841135025, "loss_cls": 0.33580981008708477, "loss_mask": 0.3444105498492718, "loss_rpn_cls": 0.07875592284835875, "loss_rpn_loc": 0.09009176905965433, "loss_sem_seg": 0.5464397603645921, "lr": 0.02, "mask_rcnn/accuracy": 0.8434070163211174, "mask_rcnn/false_negative": 0.16210428460168674, "mask_rcnn/false_positive": 0.14274283538279675, "roi_head/num_bg_samples": 464.75, "roi_head/num_fg_samples": 47.25, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.551190852000218, "total_loss": 1.7090091646532528} {"data_time": 0.013115931499669387, "eta_seconds": 148639.3748164292, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.6014705882352941, "fast_rcnn/fg_cls_accuracy": 0.30354330708661414, "iteration": 4599, "loss_box_reg": 0.2825686645228416, "loss_cls": 0.32984984456561506, "loss_mask": 0.3489511078223586, "loss_rpn_cls": 0.08629712765105069, "loss_rpn_loc": 0.09838797686825274, "loss_sem_seg": 0.5433145593851805, "lr": 0.02, "mask_rcnn/accuracy": 0.8476494808925912, "mask_rcnn/false_negative": 0.12563299709842046, "mask_rcnn/false_positive": 0.19094345519944914, "roi_head/num_bg_samples": 467.25, "roi_head/num_fg_samples": 44.75, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5600708265001231, "total_loss": 1.6853751490052673} {"data_time": 0.01170022450014585, "eta_seconds": 148631.99558456131, "fast_rcnn/cls_accuracy": 0.88818359375, "fast_rcnn/false_negative": 0.5821645021645021, "fast_rcnn/fg_cls_accuracy": 0.3485281385281386, "iteration": 4619, "loss_box_reg": 0.274405469186604, "loss_cls": 0.3188096843659878, "loss_mask": 0.3521551676094532, "loss_rpn_cls": 0.07266079843975604, "loss_rpn_loc": 0.10181313124485314, "loss_sem_seg": 0.5483232522383332, "lr": 0.02, "mask_rcnn/accuracy": 0.8421865889212827, "mask_rcnn/false_negative": 0.14205803198769806, "mask_rcnn/false_positive": 0.17881630456779907, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5596328195001661, "total_loss": 1.6797074315836653} {"data_time": 0.011950941499890178, "eta_seconds": 148620.79418012133, "fast_rcnn/cls_accuracy": 0.90185546875, "fast_rcnn/false_negative": 0.6300374882849109, "fast_rcnn/fg_cls_accuracy": 0.3344155844155844, "iteration": 4639, "loss_box_reg": 0.28996996441856027, "loss_cls": 0.328921387437731, "loss_mask": 0.3604604806751013, "loss_rpn_cls": 0.08859873260371387, "loss_rpn_loc": 0.0965497219003737, "loss_sem_seg": 0.5432095099240541, "lr": 0.02, "mask_rcnn/accuracy": 0.8400116783726478, "mask_rcnn/false_negative": 0.10098564930063528, "mask_rcnn/false_positive": 0.216412473624783, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 203.75, "rpn/num_pos_anchors": 52.25, "time": 0.5560277575000327, "total_loss": 1.687705111980904} {"data_time": 0.01308583499985616, "eta_seconds": 148598.34377658533, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.6012386248736097, "fast_rcnn/fg_cls_accuracy": 0.3167500735943479, "iteration": 4659, "loss_box_reg": 0.2912967661395669, "loss_cls": 0.3540084317792207, "loss_mask": 0.351586758159101, "loss_rpn_cls": 0.08345730137079954, "loss_rpn_loc": 0.09324722178280354, "loss_sem_seg": 0.5688417293131351, "lr": 0.02, "mask_rcnn/accuracy": 0.8506921248307187, "mask_rcnn/false_negative": 0.12844387381822792, "mask_rcnn/false_positive": 0.15878026122914574, "roi_head/num_bg_samples": 469.25, "roi_head/num_fg_samples": 42.75, "rpn/num_neg_anchors": 234.5, "rpn/num_pos_anchors": 21.5, "time": 0.5550707064999187, "total_loss": 1.7890804660273716} {"data_time": 0.011654716500288487, "eta_seconds": 148488.79217469302, "fast_rcnn/cls_accuracy": 0.8857421875, "fast_rcnn/false_negative": 0.6695998011434253, "fast_rcnn/fg_cls_accuracy": 0.26077452971827253, "iteration": 4679, "loss_box_reg": 0.29127965006045997, "loss_cls": 0.35367870843037963, "loss_mask": 0.3598026977851987, "loss_rpn_cls": 0.09149767772760242, "loss_rpn_loc": 0.09886935207759961, "loss_sem_seg": 0.524275491014123, "lr": 0.02, "mask_rcnn/accuracy": 0.8351933242615477, "mask_rcnn/false_negative": 0.12937365675614143, "mask_rcnn/false_positive": 0.1918958313687702, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 0.565829186999963, "total_loss": 1.772674381179968} {"data_time": 0.012443243999769038, "eta_seconds": 148441.6943883736, "fast_rcnn/cls_accuracy": 0.91162109375, "fast_rcnn/false_negative": 0.4907859078590786, "fast_rcnn/fg_cls_accuracy": 0.32090890139670625, "iteration": 4699, "loss_box_reg": 0.27643924951553345, "loss_cls": 0.3211691305041313, "loss_mask": 0.339735952205956, "loss_rpn_cls": 0.08570514130406082, "loss_rpn_loc": 0.1108060535043478, "loss_sem_seg": 0.5083146737888455, "lr": 0.02, "mask_rcnn/accuracy": 0.8331128498830362, "mask_rcnn/false_negative": 0.12683292298120952, "mask_rcnn/false_positive": 0.20503187017658142, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 204.75, "rpn/num_pos_anchors": 51.25, "time": 0.5533841510000457, "total_loss": 1.609195160213858} {"data_time": 0.01172448399984205, "eta_seconds": 148466.405889073, "fast_rcnn/cls_accuracy": 0.9111328125, "fast_rcnn/false_negative": 0.6130023640661939, "fast_rcnn/fg_cls_accuracy": 0.3255020841227738, "iteration": 4719, "loss_box_reg": 0.28131337463855743, "loss_cls": 0.33294424414634705, "loss_mask": 0.35009835846722126, "loss_rpn_cls": 0.0819522172678262, "loss_rpn_loc": 0.10131041530985385, "loss_sem_seg": 0.5156281213276088, "lr": 0.02, "mask_rcnn/accuracy": 0.8329963283763118, "mask_rcnn/false_negative": 0.1330928561314121, "mask_rcnn/false_positive": 0.17416093745959188, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5617097354997895, "total_loss": 1.6544825374439824} {"data_time": 0.013165955000204121, "eta_seconds": 148448.2772321618, "fast_rcnn/cls_accuracy": 0.9111328125, "fast_rcnn/false_negative": 0.670065011820331, "fast_rcnn/fg_cls_accuracy": 0.26426977040816324, "iteration": 4739, "loss_box_reg": 0.29514632374048233, "loss_cls": 0.3245046460069716, "loss_mask": 0.35564260371029377, "loss_rpn_cls": 0.08496806997573003, "loss_rpn_loc": 0.10652164375642315, "loss_sem_seg": 0.5527481883764267, "lr": 0.02, "mask_rcnn/accuracy": 0.8168255351512751, "mask_rcnn/false_negative": 0.15908179345029028, "mask_rcnn/false_positive": 0.17963291788724406, "roi_head/num_bg_samples": 457.75, "roi_head/num_fg_samples": 54.25, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5688921644996299, "total_loss": 1.741990959213581} {"data_time": 0.012468413000078726, "eta_seconds": 148424.36763252527, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.6244725738396625, "fast_rcnn/fg_cls_accuracy": 0.34125644631973745, "iteration": 4759, "loss_box_reg": 0.2808777606114745, "loss_cls": 0.3448205469176173, "loss_mask": 0.34268917609006166, "loss_rpn_cls": 0.07606942520942539, "loss_rpn_loc": 0.09011841472238302, "loss_sem_seg": 0.5323081240057945, "lr": 0.02, "mask_rcnn/accuracy": 0.8252569132570262, "mask_rcnn/false_negative": 0.13041105628603947, "mask_rcnn/false_positive": 0.19804814899262785, "roi_head/num_bg_samples": 466.25, "roi_head/num_fg_samples": 45.75, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 0.5568328650001604, "total_loss": 1.6795712377643213} {"data_time": 0.011770165999678284, "eta_seconds": 148437.8770640428, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.6105889724310777, "fast_rcnn/fg_cls_accuracy": 0.31789473684210523, "iteration": 4779, "loss_box_reg": 0.2825540918856859, "loss_cls": 0.34571521868929267, "loss_mask": 0.35016498528420925, "loss_rpn_cls": 0.08943719428498298, "loss_rpn_loc": 0.10005936853121966, "loss_sem_seg": 0.5515166036784649, "lr": 0.02, "mask_rcnn/accuracy": 0.8515921175754602, "mask_rcnn/false_negative": 0.14994151860995075, "mask_rcnn/false_positive": 0.14698159483237405, "roi_head/num_bg_samples": 468.75, "roi_head/num_fg_samples": 43.25, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5612919460004377, "total_loss": 1.7722102345433086} {"data_time": 0.012777207999533857, "eta_seconds": 148385.74220787358, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.5652710309198858, "fast_rcnn/fg_cls_accuracy": 0.3493118177503559, "iteration": 4799, "loss_box_reg": 0.24699108535423875, "loss_cls": 0.2921828613616526, "loss_mask": 0.3359080431982875, "loss_rpn_cls": 0.08510493603534997, "loss_rpn_loc": 0.09648003109032288, "loss_sem_seg": 0.5290890336036682, "lr": 0.02, "mask_rcnn/accuracy": 0.8561583174792008, "mask_rcnn/false_negative": 0.1273161679191694, "mask_rcnn/false_positive": 0.16882128202787178, "roi_head/num_bg_samples": 476.0, "roi_head/num_fg_samples": 36.0, "rpn/num_neg_anchors": 240.25, "rpn/num_pos_anchors": 15.75, "time": 0.5392917845001648, "total_loss": 1.5879469634965062} {"data_time": 0.013281142000323598, "eta_seconds": 148390.79264955525, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.6243001119820828, "fast_rcnn/fg_cls_accuracy": 0.2928571428571428, "iteration": 4819, "loss_box_reg": 0.2892761928960681, "loss_cls": 0.3262539142742753, "loss_mask": 0.3523093815892935, "loss_rpn_cls": 0.08586041128728539, "loss_rpn_loc": 0.10281861101975664, "loss_sem_seg": 0.5378226530738175, "lr": 0.02, "mask_rcnn/accuracy": 0.8441818840235562, "mask_rcnn/false_negative": 0.14109968435804354, "mask_rcnn/false_positive": 0.175905705191901, "roi_head/num_bg_samples": 464.75, "roi_head/num_fg_samples": 47.25, "rpn/num_neg_anchors": 235.0, "rpn/num_pos_anchors": 21.0, "time": 0.5478006014996026, "total_loss": 1.7138372575864196} {"data_time": 0.013114084999870101, "eta_seconds": 148399.24703221297, "fast_rcnn/cls_accuracy": 0.91259765625, "fast_rcnn/false_negative": 0.5957918050941307, "fast_rcnn/fg_cls_accuracy": 0.3352059925093633, "iteration": 4839, "loss_box_reg": 0.2833432531915605, "loss_cls": 0.3122639022767544, "loss_mask": 0.34622687101364136, "loss_rpn_cls": 0.07627007481642067, "loss_rpn_loc": 0.08924744365504012, "loss_sem_seg": 0.5353425107896328, "lr": 0.02, "mask_rcnn/accuracy": 0.8347776421604167, "mask_rcnn/false_negative": 0.14333895181470618, "mask_rcnn/false_positive": 0.17255549411380516, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5707699850004246, "total_loss": 1.6449896590784192} {"data_time": 0.011772567999742023, "eta_seconds": 148352.17089957357, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.4911764705882353, "fast_rcnn/fg_cls_accuracy": 0.41534613472532933, "iteration": 4859, "loss_box_reg": 0.2817575288936496, "loss_cls": 0.3304147468879819, "loss_mask": 0.33961114566773176, "loss_rpn_cls": 0.07158193411305547, "loss_rpn_loc": 0.09225154260639101, "loss_sem_seg": 0.5432718265801668, "lr": 0.02, "mask_rcnn/accuracy": 0.8505639097744361, "mask_rcnn/false_negative": 0.13415984435729955, "mask_rcnn/false_positive": 0.1690640259280826, "roi_head/num_bg_samples": 462.25, "roi_head/num_fg_samples": 49.75, "rpn/num_neg_anchors": 234.75, "rpn/num_pos_anchors": 21.25, "time": 0.558515997500308, "total_loss": 1.6559691766742617} {"data_time": 0.012440332499863871, "eta_seconds": 148352.1942863334, "fast_rcnn/cls_accuracy": 0.9091796875, "fast_rcnn/false_negative": 0.6083583583583584, "fast_rcnn/fg_cls_accuracy": 0.3704518138111888, "iteration": 4879, "loss_box_reg": 0.3000793233513832, "loss_cls": 0.3451881604269147, "loss_mask": 0.34345630556344986, "loss_rpn_cls": 0.09244866989320144, "loss_rpn_loc": 0.10456363292178139, "loss_sem_seg": 0.5412359079346061, "lr": 0.02, "mask_rcnn/accuracy": 0.8426123314516172, "mask_rcnn/false_negative": 0.1310389781580803, "mask_rcnn/false_positive": 0.1860809756389184, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.5617104254997685, "total_loss": 1.755907453945838} {"data_time": 0.013270603000364645, "eta_seconds": 148303.06108640795, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.5100900900900901, "fast_rcnn/fg_cls_accuracy": 0.4019329388560158, "iteration": 4899, "loss_box_reg": 0.3251930670812726, "loss_cls": 0.3488161754794419, "loss_mask": 0.34961044043302536, "loss_rpn_cls": 0.07223079877439886, "loss_rpn_loc": 0.09758533572312444, "loss_sem_seg": 0.5163263212889433, "lr": 0.02, "mask_rcnn/accuracy": 0.8442434425693355, "mask_rcnn/false_negative": 0.12508880651120152, "mask_rcnn/false_positive": 0.19869355906606884, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5601797849999457, "total_loss": 1.7661891824682243} {"data_time": 0.012394418999974732, "eta_seconds": 148318.59959127355, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.5512826741813235, "fast_rcnn/fg_cls_accuracy": 0.3752895395163532, "iteration": 4919, "loss_box_reg": 0.31743519683368504, "loss_cls": 0.34132263623178005, "loss_mask": 0.3595109572634101, "loss_rpn_cls": 0.08688389870803803, "loss_rpn_loc": 0.12139932013815269, "loss_sem_seg": 0.5677213058806956, "lr": 0.02, "mask_rcnn/accuracy": 0.8602411543885846, "mask_rcnn/false_negative": 0.10896205214992341, "mask_rcnn/false_positive": 0.1566217490334326, "roi_head/num_bg_samples": 460.75, "roi_head/num_fg_samples": 51.25, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5602579060000608, "total_loss": 1.77943373384187} {"data_time": 0.012255815499429445, "eta_seconds": 148292.20552126432, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.6680546302465024, "fast_rcnn/fg_cls_accuracy": 0.29541416833222295, "iteration": 4939, "loss_box_reg": 0.2621030993759632, "loss_cls": 0.3282223262358457, "loss_mask": 0.35928286239504814, "loss_rpn_cls": 0.08212120668031275, "loss_rpn_loc": 0.09914674554602243, "loss_sem_seg": 0.5412641800940037, "lr": 0.02, "mask_rcnn/accuracy": 0.8347095554792876, "mask_rcnn/false_negative": 0.1298956702195298, "mask_rcnn/false_positive": 0.1832471681313596, "roi_head/num_bg_samples": 459.25, "roi_head/num_fg_samples": 52.75, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5566902515001857, "total_loss": 1.6748448825674132} {"data_time": 0.012927198500165105, "eta_seconds": 148296.21871907354, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.6117513390683331, "fast_rcnn/fg_cls_accuracy": 0.30515898767034394, "iteration": 4959, "loss_box_reg": 0.2944071302190423, "loss_cls": 0.34945052675902843, "loss_mask": 0.36077426839619875, "loss_rpn_cls": 0.07811575988307595, "loss_rpn_loc": 0.08890858164522797, "loss_sem_seg": 0.5701157236471772, "lr": 0.02, "mask_rcnn/accuracy": 0.8379488283825018, "mask_rcnn/false_negative": 0.12149144278133871, "mask_rcnn/false_positive": 0.1887069738309266, "roi_head/num_bg_samples": 461.5, "roi_head/num_fg_samples": 50.5, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5724606519997906, "total_loss": 1.7421446614898741} {"data_time": 0.01280875099973855, "eta_seconds": 148296.23787613338, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.6942409442409443, "fast_rcnn/fg_cls_accuracy": 0.2467948717948718, "iteration": 4979, "loss_box_reg": 0.280893936753273, "loss_cls": 0.3394404165446758, "loss_mask": 0.3570849858224392, "loss_rpn_cls": 0.08634684514254332, "loss_rpn_loc": 0.10581414273474365, "loss_sem_seg": 0.5812454223632812, "lr": 0.02, "mask_rcnn/accuracy": 0.8521300348288219, "mask_rcnn/false_negative": 0.12522718779231148, "mask_rcnn/false_positive": 0.1775645222572169, "roi_head/num_bg_samples": 461.5, "roi_head/num_fg_samples": 50.5, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5595152675000463, "total_loss": 1.7761440780595876} {"data_time": 0.012404774500282656, "eta_seconds": 148292.7015455677, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.6314604077761973, "fast_rcnn/fg_cls_accuracy": 0.364153627311522, "iteration": 4999, "loss_box_reg": 0.30559980403631926, "loss_cls": 0.3544420334510505, "loss_mask": 0.3532181438058615, "loss_rpn_cls": 0.0856986369471997, "loss_rpn_loc": 0.08049607858993113, "loss_sem_seg": 0.5410836730152369, "lr": 0.02, "mask_rcnn/accuracy": 0.8458061713676948, "mask_rcnn/false_negative": 0.1165068016355916, "mask_rcnn/false_positive": 0.15948190121189754, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5619704109994927, "total_loss": 1.7510050494456664} {"data_time": 0.012074472999756836, "eta_seconds": 148291.5805537017, "fast_rcnn/cls_accuracy": 0.88671875, "fast_rcnn/false_negative": 0.6854028531243721, "fast_rcnn/fg_cls_accuracy": 0.28989951716038104, "iteration": 5019, "loss_box_reg": 0.312636224552989, "loss_cls": 0.38240840565413237, "loss_mask": 0.36825864762067795, "loss_rpn_cls": 0.09099519462324679, "loss_rpn_loc": 0.11439364589750767, "loss_sem_seg": 0.5567826014012098, "lr": 0.02, "mask_rcnn/accuracy": 0.8087940838201526, "mask_rcnn/false_negative": 0.1407533164027424, "mask_rcnn/false_positive": 0.19959722984712192, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.5743818770001781, "total_loss": 1.7805900904349983} {"data_time": 0.012248152999745798, "eta_seconds": 148292.4512105447, "fast_rcnn/cls_accuracy": 0.91162109375, "fast_rcnn/false_negative": 0.5965122584696179, "fast_rcnn/fg_cls_accuracy": 0.3450857807502181, "iteration": 5039, "loss_box_reg": 0.2841095682233572, "loss_cls": 0.34122768277302384, "loss_mask": 0.35388531163334846, "loss_rpn_cls": 0.08297817525453866, "loss_rpn_loc": 0.09776256466284394, "loss_sem_seg": 0.5941168330609798, "lr": 0.02, "mask_rcnn/accuracy": 0.856504349698137, "mask_rcnn/false_negative": 0.10567565380116431, "mask_rcnn/false_positive": 0.18433285078723355, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5606596329998865, "total_loss": 1.7576186317019165} {"data_time": 0.011970872500114638, "eta_seconds": 148281.2576800847, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.6177211646136618, "fast_rcnn/fg_cls_accuracy": 0.3311620635747785, "iteration": 5059, "loss_box_reg": 0.29828664381057024, "loss_cls": 0.32789972610771656, "loss_mask": 0.35264152381569147, "loss_rpn_cls": 0.07434542966075242, "loss_rpn_loc": 0.10399495472665876, "loss_sem_seg": 0.5176771571859717, "lr": 0.02, "mask_rcnn/accuracy": 0.8537440173697937, "mask_rcnn/false_negative": 0.12170178306003382, "mask_rcnn/false_positive": 0.18037867119189663, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5603948145003415, "total_loss": 1.74409559200285} {"data_time": 0.012340431500433624, "eta_seconds": 148270.06414962473, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.5751580492210431, "fast_rcnn/fg_cls_accuracy": 0.34251769464105153, "iteration": 5079, "loss_box_reg": 0.24309560097754002, "loss_cls": 0.3038288834504783, "loss_mask": 0.3389662941917777, "loss_rpn_cls": 0.08875192084815353, "loss_rpn_loc": 0.09765875554876402, "loss_sem_seg": 0.5141653129830956, "lr": 0.02, "mask_rcnn/accuracy": 0.847383215310437, "mask_rcnn/false_negative": 0.1245885812846837, "mask_rcnn/false_positive": 0.17015502704107988, "roi_head/num_bg_samples": 458.25, "roi_head/num_fg_samples": 53.75, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5609265654998126, "total_loss": 1.5958458703244105} {"data_time": 0.012225640500219015, "eta_seconds": 148266.70559606227, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.5807010785824345, "fast_rcnn/fg_cls_accuracy": 0.2641370974704308, "iteration": 5099, "loss_box_reg": 0.2890545232221484, "loss_cls": 0.3399762995541096, "loss_mask": 0.3460981287062168, "loss_rpn_cls": 0.08078965544700623, "loss_rpn_loc": 0.11037694319384173, "loss_sem_seg": 0.5095590353012085, "lr": 0.02, "mask_rcnn/accuracy": 0.8391800811515673, "mask_rcnn/false_negative": 0.1429105517154739, "mask_rcnn/false_positive": 0.18785673646705853, "roi_head/num_bg_samples": 464.25, "roi_head/num_fg_samples": 47.75, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5633072085001913, "total_loss": 1.6810603096382692} {"data_time": 0.012348413499694288, "eta_seconds": 148244.51030409374, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.5377118644067798, "fast_rcnn/fg_cls_accuracy": 0.3838854382332643, "iteration": 5119, "loss_box_reg": 0.30627113999798894, "loss_cls": 0.3481154087930918, "loss_mask": 0.33728043735027313, "loss_rpn_cls": 0.0867518363520503, "loss_rpn_loc": 0.08846637545502745, "loss_sem_seg": 0.5062797497957945, "lr": 0.02, "mask_rcnn/accuracy": 0.8607550704440838, "mask_rcnn/false_negative": 0.12784093832345506, "mask_rcnn/false_positive": 0.14105258122350578, "roi_head/num_bg_samples": 467.75, "roi_head/num_fg_samples": 44.25, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.566196596500049, "total_loss": 1.7107497152755968} {"data_time": 0.012096964000193111, "eta_seconds": 148222.9348588452, "fast_rcnn/cls_accuracy": 0.91259765625, "fast_rcnn/false_negative": 0.5491935483870968, "fast_rcnn/fg_cls_accuracy": 0.3269230769230769, "iteration": 5139, "loss_box_reg": 0.2975189369171858, "loss_cls": 0.33811798971146345, "loss_mask": 0.3416396351531148, "loss_rpn_cls": 0.07482567988336086, "loss_rpn_loc": 0.10063542693387717, "loss_sem_seg": 0.49322818126529455, "lr": 0.02, "mask_rcnn/accuracy": 0.8654643740613128, "mask_rcnn/false_negative": 0.11313285383478258, "mask_rcnn/false_positive": 0.16082981729639262, "roi_head/num_bg_samples": 456.25, "roi_head/num_fg_samples": 55.75, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5539164490000985, "total_loss": 1.6756978663033806} {"data_time": 0.01235054200014929, "eta_seconds": 148222.1237213937, "fast_rcnn/cls_accuracy": 0.91357421875, "fast_rcnn/false_negative": 0.5892983699503898, "fast_rcnn/fg_cls_accuracy": 0.32891832229580575, "iteration": 5159, "loss_box_reg": 0.29716772865504026, "loss_cls": 0.34371836786158383, "loss_mask": 0.3434353917837143, "loss_rpn_cls": 0.07188011868856847, "loss_rpn_loc": 0.09762007126118988, "loss_sem_seg": 0.528975903056562, "lr": 0.02, "mask_rcnn/accuracy": 0.825068806496893, "mask_rcnn/false_negative": 0.14069734692453384, "mask_rcnn/false_positive": 0.20311775241127678, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5650417360002393, "total_loss": 1.7063598858658224} {"data_time": 0.012233800999638333, "eta_seconds": 148210.9304300437, "fast_rcnn/cls_accuracy": 0.908203125, "fast_rcnn/false_negative": 0.5173395445134576, "fast_rcnn/fg_cls_accuracy": 0.3899527186761229, "iteration": 5179, "loss_box_reg": 0.27900924999266863, "loss_cls": 0.3140869443304837, "loss_mask": 0.3477106774225831, "loss_rpn_cls": 0.06917327659903094, "loss_rpn_loc": 0.09069666761206463, "loss_sem_seg": 0.518522746860981, "lr": 0.02, "mask_rcnn/accuracy": 0.8475899570354457, "mask_rcnn/false_negative": 0.13974514585045608, "mask_rcnn/false_positive": 0.1619391570018708, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5568478319996757, "total_loss": 1.688710952643305} {"data_time": 0.01253064299999096, "eta_seconds": 148189.35733670514, "fast_rcnn/cls_accuracy": 0.90576171875, "fast_rcnn/false_negative": 0.6157407407407407, "fast_rcnn/fg_cls_accuracy": 0.30092592592592593, "iteration": 5199, "loss_box_reg": 0.2905750507488847, "loss_cls": 0.3661817526444793, "loss_mask": 0.3440195685252547, "loss_rpn_cls": 0.0720559338806197, "loss_rpn_loc": 0.09120850046747364, "loss_sem_seg": 0.5168991396203637, "lr": 0.02, "mask_rcnn/accuracy": 0.8511487633878838, "mask_rcnn/false_negative": 0.11125145247472251, "mask_rcnn/false_positive": 0.17468548902802783, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5584746620002079, "total_loss": 1.7336301975301467} {"data_time": 0.011838296999940212, "eta_seconds": 148192.29460248761, "fast_rcnn/cls_accuracy": 0.9072265625, "fast_rcnn/false_negative": 0.6075076608784473, "fast_rcnn/fg_cls_accuracy": 0.34629186602870815, "iteration": 5219, "loss_box_reg": 0.3097837674431503, "loss_cls": 0.33458473486825824, "loss_mask": 0.34031257405877113, "loss_rpn_cls": 0.08204835280776024, "loss_rpn_loc": 0.10335026352549903, "loss_sem_seg": 0.521169506944716, "lr": 0.02, "mask_rcnn/accuracy": 0.8596833606592742, "mask_rcnn/false_negative": 0.0987563161450864, "mask_rcnn/false_positive": 0.2065906219941242, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5781631015006496, "total_loss": 1.640285483270418} {"data_time": 0.012481286500133137, "eta_seconds": 148207.53900233918, "fast_rcnn/cls_accuracy": 0.90625, "fast_rcnn/false_negative": 0.5282200990799717, "fast_rcnn/fg_cls_accuracy": 0.4083952583156405, "iteration": 5239, "loss_box_reg": 0.29267693078145385, "loss_cls": 0.322831594850868, "loss_mask": 0.33611402474343777, "loss_rpn_cls": 0.07420856552198529, "loss_rpn_loc": 0.08494969527237117, "loss_sem_seg": 0.5444458173587918, "lr": 0.02, "mask_rcnn/accuracy": 0.853657592718924, "mask_rcnn/false_negative": 0.12976321100939753, "mask_rcnn/false_positive": 0.16679281494701628, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5715360724998391, "total_loss": 1.6842596161004622} {"data_time": 0.012275287499960541, "eta_seconds": 148169.90745316763, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.4924845269672856, "fast_rcnn/fg_cls_accuracy": 0.3628941441441441, "iteration": 5259, "loss_box_reg": 0.30035528540611267, "loss_cls": 0.3325789221562445, "loss_mask": 0.35260739643126726, "loss_rpn_cls": 0.08140046731568873, "loss_rpn_loc": 0.0972672263160348, "loss_sem_seg": 0.5348411938175559, "lr": 0.02, "mask_rcnn/accuracy": 0.8555598911713809, "mask_rcnn/false_negative": 0.10689222937950674, "mask_rcnn/false_positive": 0.17416173798275159, "roi_head/num_bg_samples": 457.25, "roi_head/num_fg_samples": 54.75, "rpn/num_neg_anchors": 240.5, "rpn/num_pos_anchors": 15.5, "time": 0.555894680000165, "total_loss": 1.7278941245749593} {"data_time": 0.011736490999737725, "eta_seconds": 148191.3575515142, "fast_rcnn/cls_accuracy": 0.888671875, "fast_rcnn/false_negative": 0.584866220735786, "fast_rcnn/fg_cls_accuracy": 0.3378995433789954, "iteration": 5279, "loss_box_reg": 0.31965468637645245, "loss_cls": 0.3623924092389643, "loss_mask": 0.34541260078549385, "loss_rpn_cls": 0.08672285702778026, "loss_rpn_loc": 0.09865295104100369, "loss_sem_seg": 0.5221268218010664, "lr": 0.02, "mask_rcnn/accuracy": 0.8522443105531686, "mask_rcnn/false_negative": 0.11530179677269746, "mask_rcnn/false_positive": 0.17537430234907347, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5611534210001992, "total_loss": 1.8265027201268822} {"data_time": 0.012654531999942265, "eta_seconds": 148190.0957390202, "fast_rcnn/cls_accuracy": 0.90625, "fast_rcnn/false_negative": 0.5963076923076923, "fast_rcnn/fg_cls_accuracy": 0.3426666666666667, "iteration": 5299, "loss_box_reg": 0.29430230194702744, "loss_cls": 0.3291552891023457, "loss_mask": 0.3450571233406663, "loss_rpn_cls": 0.0836507547646761, "loss_rpn_loc": 0.09507277002558112, "loss_sem_seg": 0.5339842196553946, "lr": 0.02, "mask_rcnn/accuracy": 0.8617437619579082, "mask_rcnn/false_negative": 0.09812481331053968, "mask_rcnn/false_positive": 0.16307201007127767, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.561432591999619, "total_loss": 1.6630476918653585} {"data_time": 0.012924597000164795, "eta_seconds": 148178.89894749023, "fast_rcnn/cls_accuracy": 0.9091796875, "fast_rcnn/false_negative": 0.5918767507002801, "fast_rcnn/fg_cls_accuracy": 0.2977083998722453, "iteration": 5319, "loss_box_reg": 0.3327793311327696, "loss_cls": 0.37332678958773613, "loss_mask": 0.35561725683510303, "loss_rpn_cls": 0.07812263956293464, "loss_rpn_loc": 0.08967205160297453, "loss_sem_seg": 0.4979517310857773, "lr": 0.02, "mask_rcnn/accuracy": 0.8274360312306741, "mask_rcnn/false_negative": 0.1196582146153552, "mask_rcnn/false_positive": 0.20970219121370276, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5734332860001814, "total_loss": 1.737328210612759} {"data_time": 0.013156778499705979, "eta_seconds": 148151.56114343912, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.5570175438596492, "fast_rcnn/fg_cls_accuracy": 0.38795853269537484, "iteration": 5339, "loss_box_reg": 0.3101019486784935, "loss_cls": 0.36001784075051546, "loss_mask": 0.35529825557023287, "loss_rpn_cls": 0.08202085015363991, "loss_rpn_loc": 0.09306199394632131, "loss_sem_seg": 0.540695053525269, "lr": 0.02, "mask_rcnn/accuracy": 0.8481664150035014, "mask_rcnn/false_negative": 0.12242536874631624, "mask_rcnn/false_positive": 0.15183499274844767, "roi_head/num_bg_samples": 460.0, "roi_head/num_fg_samples": 52.0, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5563631205000092, "total_loss": 1.781783012789674} {"data_time": 0.012388818499857734, "eta_seconds": 148208.78717881077, "fast_rcnn/cls_accuracy": 0.9013671875, "fast_rcnn/false_negative": 0.6267838939857289, "fast_rcnn/fg_cls_accuracy": 0.3640417940876657, "iteration": 5359, "loss_box_reg": 0.2724945810623467, "loss_cls": 0.33749328227713704, "loss_mask": 0.34037947561591864, "loss_rpn_cls": 0.07855460699647665, "loss_rpn_loc": 0.08115018444368616, "loss_sem_seg": 0.537551999092102, "lr": 0.02, "mask_rcnn/accuracy": 0.8438768528757973, "mask_rcnn/false_negative": 0.11852566681105016, "mask_rcnn/false_positive": 0.1756703516885776, "roi_head/num_bg_samples": 455.5, "roi_head/num_fg_samples": 56.5, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5687842490001458, "total_loss": 1.7024379956128541} {"data_time": 0.012225081999986287, "eta_seconds": 148268.56956400452, "fast_rcnn/cls_accuracy": 0.90576171875, "fast_rcnn/false_negative": 0.6510855683269476, "fast_rcnn/fg_cls_accuracy": 0.3073463268365817, "iteration": 5379, "loss_box_reg": 0.29871773812919855, "loss_cls": 0.342973243445158, "loss_mask": 0.3590423669666052, "loss_rpn_cls": 0.07945403922349215, "loss_rpn_loc": 0.10257092339452356, "loss_sem_seg": 0.5889387046918273, "lr": 0.02, "mask_rcnn/accuracy": 0.850118019354481, "mask_rcnn/false_negative": 0.1400584012189855, "mask_rcnn/false_positive": 0.1819782979254147, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5701609030002146, "total_loss": 1.8058116598112974} {"data_time": 0.012357592999705957, "eta_seconds": 148181.73810930326, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.6401284109149278, "fast_rcnn/fg_cls_accuracy": 0.24727193365342648, "iteration": 5399, "loss_box_reg": 0.2689088012557477, "loss_cls": 0.32130424212664366, "loss_mask": 0.3481349013745785, "loss_rpn_cls": 0.08600018848665059, "loss_rpn_loc": 0.09627915092278272, "loss_sem_seg": 0.5377031099051237, "lr": 0.02, "mask_rcnn/accuracy": 0.8543155663962898, "mask_rcnn/false_negative": 0.11420186565944111, "mask_rcnn/false_positive": 0.17444298399825475, "roi_head/num_bg_samples": 462.0, "roi_head/num_fg_samples": 50.0, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 0.543079390999992, "total_loss": 1.6651607831881847} {"data_time": 0.01183328699971753, "eta_seconds": 148170.53771791325, "fast_rcnn/cls_accuracy": 0.91357421875, "fast_rcnn/false_negative": 0.6522826403024136, "fast_rcnn/fg_cls_accuracy": 0.3096735549565738, "iteration": 5419, "loss_box_reg": 0.27157545275986195, "loss_cls": 0.3247254495508969, "loss_mask": 0.32720214035362005, "loss_rpn_cls": 0.07934613461839035, "loss_rpn_loc": 0.09372071718098596, "loss_sem_seg": 0.5475081093609333, "lr": 0.02, "mask_rcnn/accuracy": 0.8471081792091837, "mask_rcnn/false_negative": 0.12886150952928943, "mask_rcnn/false_positive": 0.16366143693948126, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.5650903949999702, "total_loss": 1.6518514516646974} {"data_time": 0.013193769499594055, "eta_seconds": 148111.71819831026, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.5568478954081633, "fast_rcnn/fg_cls_accuracy": 0.3951371173469388, "iteration": 5439, "loss_box_reg": 0.28793191257864237, "loss_cls": 0.3304372802376747, "loss_mask": 0.33201288990676403, "loss_rpn_cls": 0.08318532211706042, "loss_rpn_loc": 0.09573715645819902, "loss_sem_seg": 0.5276234177872539, "lr": 0.02, "mask_rcnn/accuracy": 0.8487994930052475, "mask_rcnn/false_negative": 0.09962844420023656, "mask_rcnn/false_positive": 0.12700071554509829, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5486827739996443, "total_loss": 1.660273226967547} {"data_time": 0.012277170000288606, "eta_seconds": 148148.13693513325, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.6356060606060606, "fast_rcnn/fg_cls_accuracy": 0.27270593256508746, "iteration": 5459, "loss_box_reg": 0.3012088229879737, "loss_cls": 0.34873572178184986, "loss_mask": 0.3450552290305495, "loss_rpn_cls": 0.08692408329807222, "loss_rpn_loc": 0.09879444935359061, "loss_sem_seg": 0.5396526539698243, "lr": 0.02, "mask_rcnn/accuracy": 0.854051697209496, "mask_rcnn/false_negative": 0.1489088524452949, "mask_rcnn/false_positive": 0.1485367165246897, "roi_head/num_bg_samples": 458.75, "roi_head/num_fg_samples": 53.25, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5766968829998405, "total_loss": 1.695837754639797} {"data_time": 0.011920432999886543, "eta_seconds": 148104.00235656998, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.6772349272349272, "fast_rcnn/fg_cls_accuracy": 0.28251173708920185, "iteration": 5479, "loss_box_reg": 0.2641504416242242, "loss_cls": 0.3303267555311322, "loss_mask": 0.386004569940269, "loss_rpn_cls": 0.10072403645608574, "loss_rpn_loc": 0.11377196770627052, "loss_sem_seg": 0.6416713781654835, "lr": 0.02, "mask_rcnn/accuracy": 0.8308161332714904, "mask_rcnn/false_negative": 0.13349851592344483, "mask_rcnn/false_positive": 0.20597079435965085, "roi_head/num_bg_samples": 465.0, "roi_head/num_fg_samples": 47.0, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5554313349998665, "total_loss": 1.7704304074286483} {"data_time": 0.012520292999852245, "eta_seconds": 148161.34446707534, "fast_rcnn/cls_accuracy": 0.88134765625, "fast_rcnn/false_negative": 0.6238708437439939, "fast_rcnn/fg_cls_accuracy": 0.3109765843522736, "iteration": 5499, "loss_box_reg": 0.27378861350007355, "loss_cls": 0.3400248009711504, "loss_mask": 0.3907431848347187, "loss_rpn_cls": 0.1103801871649921, "loss_rpn_loc": 0.11200259596807882, "loss_sem_seg": 0.6774766081944108, "lr": 0.02, "mask_rcnn/accuracy": 0.8263036188105641, "mask_rcnn/false_negative": 0.13413925770009935, "mask_rcnn/false_positive": 0.2127343614798185, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 202.0, "rpn/num_pos_anchors": 54.0, "time": 0.5630747965001319, "total_loss": 1.9621502430236433} {"data_time": 0.013165478000246367, "eta_seconds": 148150.14138319535, "fast_rcnn/cls_accuracy": 0.8837890625, "fast_rcnn/false_negative": 0.6251143902997026, "fast_rcnn/fg_cls_accuracy": 0.285241935483871, "iteration": 5519, "loss_box_reg": 0.26198509195819497, "loss_cls": 0.3424614192917943, "loss_mask": 0.365651385858655, "loss_rpn_cls": 0.09689793852157891, "loss_rpn_loc": 0.10033250402193516, "loss_sem_seg": 0.6535551995038986, "lr": 0.02, "mask_rcnn/accuracy": 0.8255292735906243, "mask_rcnn/false_negative": 0.14614607743371633, "mask_rcnn/false_positive": 0.17933188672151046, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5576245335000749, "total_loss": 1.882465563423466} {"data_time": 0.013045112999861885, "eta_seconds": 148103.33536957324, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.6373492136204, "fast_rcnn/fg_cls_accuracy": 0.24845096982758622, "iteration": 5539, "loss_box_reg": 0.28188599832355976, "loss_cls": 0.3662717705592513, "loss_mask": 0.3606986068189144, "loss_rpn_cls": 0.09272731526289135, "loss_rpn_loc": 0.092222890118137, "loss_sem_seg": 0.552053433842957, "lr": 0.02, "mask_rcnn/accuracy": 0.8517355944113757, "mask_rcnn/false_negative": 0.11769512198641154, "mask_rcnn/false_positive": 0.16380732435716316, "roi_head/num_bg_samples": 458.0, "roi_head/num_fg_samples": 54.0, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5532884164999814, "total_loss": 1.7483985172875691} {"data_time": 0.012049199000102817, "eta_seconds": 148101.61677469715, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.6257720020586721, "fast_rcnn/fg_cls_accuracy": 0.30129473116345984, "iteration": 5559, "loss_box_reg": 0.28671502717770636, "loss_cls": 0.3290346614085138, "loss_mask": 0.35693231225013733, "loss_rpn_cls": 0.07810754247475415, "loss_rpn_loc": 0.083941969438456, "loss_sem_seg": 0.6284326612949371, "lr": 0.02, "mask_rcnn/accuracy": 0.8497686947913494, "mask_rcnn/false_negative": 0.14801792561192922, "mask_rcnn/false_positive": 0.14032535387295936, "roi_head/num_bg_samples": 471.75, "roi_head/num_fg_samples": 40.25, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5661355865004225, "total_loss": 1.8521732162625995} {"data_time": 0.012550459499834687, "eta_seconds": 148098.75233145096, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.5591836734693878, "fast_rcnn/fg_cls_accuracy": 0.3836734693877551, "iteration": 5579, "loss_box_reg": 0.29646065505221486, "loss_cls": 0.3441299181431532, "loss_mask": 0.3659764416515827, "loss_rpn_cls": 0.08444012491963804, "loss_rpn_loc": 0.10376893525244668, "loss_sem_seg": 0.5481770820915699, "lr": 0.02, "mask_rcnn/accuracy": 0.8591007207078636, "mask_rcnn/false_negative": 0.11871793344402432, "mask_rcnn/false_positive": 0.16039679140473742, "roi_head/num_bg_samples": 464.75, "roi_head/num_fg_samples": 47.25, "rpn/num_neg_anchors": 235.75, "rpn/num_pos_anchors": 20.25, "time": 0.558413273000042, "total_loss": 1.7814803159999428} {"data_time": 0.013077842999791756, "eta_seconds": 148087.55059238095, "fast_rcnn/cls_accuracy": 0.90869140625, "fast_rcnn/false_negative": 0.6797648671982124, "fast_rcnn/fg_cls_accuracy": 0.29706082404105777, "iteration": 5599, "loss_box_reg": 0.2692274982109666, "loss_cls": 0.33936280803754926, "loss_mask": 0.3442548178136349, "loss_rpn_cls": 0.08129815454594791, "loss_rpn_loc": 0.09643658390268683, "loss_sem_seg": 0.5697021326050162, "lr": 0.02, "mask_rcnn/accuracy": 0.8432956302759075, "mask_rcnn/false_negative": 0.1525022785972195, "mask_rcnn/false_positive": 0.16286836280622968, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.5580962630001522, "total_loss": 1.7148655803466681} {"data_time": 0.0130378584999562, "eta_seconds": 148068.01344916713, "fast_rcnn/cls_accuracy": 0.8994140625, "fast_rcnn/false_negative": 0.5986289252543122, "fast_rcnn/fg_cls_accuracy": 0.3239146706586826, "iteration": 5619, "loss_box_reg": 0.2896004291251302, "loss_cls": 0.315482079051435, "loss_mask": 0.34738821256905794, "loss_rpn_cls": 0.08412075066007674, "loss_rpn_loc": 0.10121547663584352, "loss_sem_seg": 0.5096197845414281, "lr": 0.02, "mask_rcnn/accuracy": 0.8301588492539873, "mask_rcnn/false_negative": 0.14444606511172237, "mask_rcnn/false_positive": 0.17657788282088774, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5577146460000222, "total_loss": 1.63148329698015} {"data_time": 0.01224726050031677, "eta_seconds": 148102.24304268902, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.6052039194915254, "fast_rcnn/fg_cls_accuracy": 0.3095073891625616, "iteration": 5639, "loss_box_reg": 0.28144187992438674, "loss_cls": 0.35343520855531096, "loss_mask": 0.34185357205569744, "loss_rpn_cls": 0.0825081025250256, "loss_rpn_loc": 0.08712810633005574, "loss_sem_seg": 0.5686678243800998, "lr": 0.02, "mask_rcnn/accuracy": 0.8494675626976824, "mask_rcnn/false_negative": 0.13062076053380905, "mask_rcnn/false_positive": 0.17113518035032244, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5668455664999783, "total_loss": 1.7207954726764} {"data_time": 0.012525463499969192, "eta_seconds": 148116.82456519222, "fast_rcnn/cls_accuracy": 0.9072265625, "fast_rcnn/false_negative": 0.6589828454223382, "fast_rcnn/fg_cls_accuracy": 0.2996031746031746, "iteration": 5659, "loss_box_reg": 0.2780415038578212, "loss_cls": 0.3506213827058673, "loss_mask": 0.3642524443566799, "loss_rpn_cls": 0.0793864062288776, "loss_rpn_loc": 0.09665133408270776, "loss_sem_seg": 0.5935022868216038, "lr": 0.02, "mask_rcnn/accuracy": 0.8378446047862604, "mask_rcnn/false_negative": 0.127839331999771, "mask_rcnn/false_positive": 0.19475397787702745, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.5533345509998071, "total_loss": 1.7521762592950836} {"data_time": 0.01197834549975596, "eta_seconds": 148131.48716495972, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.5881189983054039, "fast_rcnn/fg_cls_accuracy": 0.3761971148017942, "iteration": 5679, "loss_box_reg": 0.29519171360880136, "loss_cls": 0.32854238944128156, "loss_mask": 0.35647408105432987, "loss_rpn_cls": 0.09966672246810049, "loss_rpn_loc": 0.10439542785752565, "loss_sem_seg": 0.6002899222075939, "lr": 0.02, "mask_rcnn/accuracy": 0.8558287526320052, "mask_rcnn/false_negative": 0.1288663535143798, "mask_rcnn/false_positive": 0.18716863153210447, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5614597804997175, "total_loss": 1.7719233649550006} {"data_time": 0.012761368499923265, "eta_seconds": 148240.8733107693, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.45039539899352987, "fast_rcnn/fg_cls_accuracy": 0.4102459967509863, "iteration": 5699, "loss_box_reg": 0.30036997282877564, "loss_cls": 0.36106150411069393, "loss_mask": 0.34302219934761524, "loss_rpn_cls": 0.09064181998837739, "loss_rpn_loc": 0.09907243552152067, "loss_sem_seg": 0.5620377669110894, "lr": 0.02, "mask_rcnn/accuracy": 0.8536346547662993, "mask_rcnn/false_negative": 0.13050038235587338, "mask_rcnn/false_positive": 0.15173311952541274, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.570112447500378, "total_loss": 1.786666018422693} {"data_time": 0.012880168500032596, "eta_seconds": 148194.726107989, "fast_rcnn/cls_accuracy": 0.89453125, "fast_rcnn/false_negative": 0.6370904496340188, "fast_rcnn/fg_cls_accuracy": 0.29632698149682407, "iteration": 5719, "loss_box_reg": 0.28634052630513906, "loss_cls": 0.3407307155430317, "loss_mask": 0.3448265753686428, "loss_rpn_cls": 0.08008602634072304, "loss_rpn_loc": 0.09382320631993935, "loss_sem_seg": 0.47953751776367426, "lr": 0.02, "mask_rcnn/accuracy": 0.8502820117788418, "mask_rcnn/false_negative": 0.12949325370197334, "mask_rcnn/false_positive": 0.17233828092831377, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.5638814554999954, "total_loss": 1.6808288395404816} {"data_time": 0.012151909499607427, "eta_seconds": 148169.80183968507, "fast_rcnn/cls_accuracy": 0.9111328125, "fast_rcnn/false_negative": 0.5478607989317903, "fast_rcnn/fg_cls_accuracy": 0.4001577929349486, "iteration": 5739, "loss_box_reg": 0.2787551844958216, "loss_cls": 0.3277425663545728, "loss_mask": 0.3366566561162472, "loss_rpn_cls": 0.06818245816975832, "loss_rpn_loc": 0.08647917199414223, "loss_sem_seg": 0.5296073518693447, "lr": 0.02, "mask_rcnn/accuracy": 0.8313743172640768, "mask_rcnn/false_negative": 0.12005331452990053, "mask_rcnn/false_positive": 0.2054278642801266, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5645078574998479, "total_loss": 1.6634608490858227} {"data_time": 0.011934126499909326, "eta_seconds": 148157.76284865645, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.6176470588235294, "fast_rcnn/fg_cls_accuracy": 0.2994498518831993, "iteration": 5759, "loss_box_reg": 0.29793678666464984, "loss_cls": 0.3225827030837536, "loss_mask": 0.35244572535157204, "loss_rpn_cls": 0.07637149209040217, "loss_rpn_loc": 0.07803337671793997, "loss_sem_seg": 0.523948609828949, "lr": 0.02, "mask_rcnn/accuracy": 0.8460815332626557, "mask_rcnn/false_negative": 0.14053777165968173, "mask_rcnn/false_positive": 0.15746700241016087, "roi_head/num_bg_samples": 459.75, "roi_head/num_fg_samples": 52.25, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5557039250002163, "total_loss": 1.6867829368566163} {"data_time": 0.013038451000284113, "eta_seconds": 148049.58558619226, "fast_rcnn/cls_accuracy": 0.9052734375, "fast_rcnn/false_negative": 0.662784090909091, "fast_rcnn/fg_cls_accuracy": 0.3117296092315762, "iteration": 5779, "loss_box_reg": 0.29903268394991755, "loss_cls": 0.32067819219082594, "loss_mask": 0.34400065895169973, "loss_rpn_cls": 0.08491051732562482, "loss_rpn_loc": 0.096543122199364, "loss_sem_seg": 0.5359411602839828, "lr": 0.02, "mask_rcnn/accuracy": 0.8343564219165926, "mask_rcnn/false_negative": 0.1382049900441168, "mask_rcnn/false_positive": 0.18518129611080264, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5517352380002194, "total_loss": 1.6917989397770725} {"data_time": 0.011974994499723834, "eta_seconds": 148140.89145569789, "fast_rcnn/cls_accuracy": 0.91259765625, "fast_rcnn/false_negative": 0.601010101010101, "fast_rcnn/fg_cls_accuracy": 0.3691891891891892, "iteration": 5799, "loss_box_reg": 0.29403827246278524, "loss_cls": 0.34245572332292795, "loss_mask": 0.3443829324096441, "loss_rpn_cls": 0.0788515186868608, "loss_rpn_loc": 0.11160525708692148, "loss_sem_seg": 0.598683275282383, "lr": 0.02, "mask_rcnn/accuracy": 0.8403180511295756, "mask_rcnn/false_negative": 0.1377381215774322, "mask_rcnn/false_positive": 0.1805615467903846, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5583301960000426, "total_loss": 1.758389342285227} {"data_time": 0.01161145400010355, "eta_seconds": 148129.6771990179, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.5177832919768404, "fast_rcnn/fg_cls_accuracy": 0.37426470588235294, "iteration": 5819, "loss_box_reg": 0.2738944380544126, "loss_cls": 0.31836465606465936, "loss_mask": 0.34939954429864883, "loss_rpn_cls": 0.08419022592715919, "loss_rpn_loc": 0.10370601859176531, "loss_sem_seg": 0.5754168974235654, "lr": 0.02, "mask_rcnn/accuracy": 0.8518351939634026, "mask_rcnn/false_negative": 0.11178824426455575, "mask_rcnn/false_positive": 0.17573770550319268, "roi_head/num_bg_samples": 473.5, "roi_head/num_fg_samples": 38.5, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5575285955001164, "total_loss": 1.691192507976666} {"data_time": 0.013324526500127831, "eta_seconds": 148093.62401561337, "fast_rcnn/cls_accuracy": 0.90771484375, "fast_rcnn/false_negative": 0.6822489391796323, "fast_rcnn/fg_cls_accuracy": 0.3035714285714286, "iteration": 5839, "loss_box_reg": 0.32189922872930765, "loss_cls": 0.36909874249249697, "loss_mask": 0.3507546139881015, "loss_rpn_cls": 0.0948704972397536, "loss_rpn_loc": 0.11628428543917835, "loss_sem_seg": 0.5252242772839963, "lr": 0.02, "mask_rcnn/accuracy": 0.8335627171081199, "mask_rcnn/false_negative": 0.12803152038506532, "mask_rcnn/false_positive": 0.20041921779470118, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5732223065001563, "total_loss": 1.7575248741195537} {"data_time": 0.012782791000063298, "eta_seconds": 148107.2486856579, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.5621814475025484, "fast_rcnn/fg_cls_accuracy": 0.32089332941522186, "iteration": 5859, "loss_box_reg": 0.2925043608993292, "loss_cls": 0.33544264174997807, "loss_mask": 0.3373096100986004, "loss_rpn_cls": 0.07841159519739449, "loss_rpn_loc": 0.09397146652918309, "loss_sem_seg": 0.5506489174440503, "lr": 0.02, "mask_rcnn/accuracy": 0.8464636722415837, "mask_rcnn/false_negative": 0.12040530082682946, "mask_rcnn/false_positive": 0.15597223324378803, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5523879379998107, "total_loss": 1.7413671569665894} {"data_time": 0.01244859100006579, "eta_seconds": 148095.20680586898, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.6416666666666666, "fast_rcnn/fg_cls_accuracy": 0.3392045454545455, "iteration": 5879, "loss_box_reg": 0.30771381105296314, "loss_cls": 0.3465498429723084, "loss_mask": 0.36111995205283165, "loss_rpn_cls": 0.07851174159441143, "loss_rpn_loc": 0.10041500715306029, "loss_sem_seg": 0.5174569245427847, "lr": 0.02, "mask_rcnn/accuracy": 0.8195491566385698, "mask_rcnn/false_negative": 0.13863792906124323, "mask_rcnn/false_positive": 0.23592305189445928, "roi_head/num_bg_samples": 468.0, "roi_head/num_fg_samples": 44.0, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5533997075003754, "total_loss": 1.7129718603973743} {"data_time": 0.011135666499740182, "eta_seconds": 148097.33261739055, "fast_rcnn/cls_accuracy": 0.90625, "fast_rcnn/false_negative": 0.6339712918660287, "fast_rcnn/fg_cls_accuracy": 0.23887844611528822, "iteration": 5899, "loss_box_reg": 0.2814880944788456, "loss_cls": 0.33663772605359554, "loss_mask": 0.34166827239096165, "loss_rpn_cls": 0.07125423991237767, "loss_rpn_loc": 0.0999272734625265, "loss_sem_seg": 0.5525775328278542, "lr": 0.02, "mask_rcnn/accuracy": 0.8415575339008627, "mask_rcnn/false_negative": 0.11739916960419869, "mask_rcnn/false_positive": 0.17974767888412196, "roi_head/num_bg_samples": 460.0, "roi_head/num_fg_samples": 52.0, "rpn/num_neg_anchors": 236.5, "rpn/num_pos_anchors": 19.5, "time": 0.5657939674997579, "total_loss": 1.6897403081529774} {"data_time": 0.011616436000167596, "eta_seconds": 148077.14948644975, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.6070130813953488, "fast_rcnn/fg_cls_accuracy": 0.32186009538950716, "iteration": 5919, "loss_box_reg": 0.2717811521142721, "loss_cls": 0.3197669591754675, "loss_mask": 0.3425502646714449, "loss_rpn_cls": 0.08424629899673164, "loss_rpn_loc": 0.11319345503579825, "loss_sem_seg": 0.4872988401912153, "lr": 0.02, "mask_rcnn/accuracy": 0.8563815709168416, "mask_rcnn/false_negative": 0.10998392498446795, "mask_rcnn/false_positive": 0.1959602020390799, "roi_head/num_bg_samples": 464.25, "roi_head/num_fg_samples": 47.75, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.546646563500417, "total_loss": 1.6185091110528447} {"data_time": 0.012973670499832224, "eta_seconds": 148061.56422383894, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.609192464953271, "fast_rcnn/fg_cls_accuracy": 0.3023940596594546, "iteration": 5939, "loss_box_reg": 0.26517096254974604, "loss_cls": 0.32276793755590916, "loss_mask": 0.33665936533361673, "loss_rpn_cls": 0.08199015271384269, "loss_rpn_loc": 0.08487412933027372, "loss_sem_seg": 0.5368853425607085, "lr": 0.02, "mask_rcnn/accuracy": 0.8436120983171495, "mask_rcnn/false_negative": 0.12576420648852177, "mask_rcnn/false_positive": 0.16572688822348314, "roi_head/num_bg_samples": 459.5, "roi_head/num_fg_samples": 52.5, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5467378219996135, "total_loss": 1.6419815707486123} {"data_time": 0.011700167499839154, "eta_seconds": 148050.35002982893, "fast_rcnn/cls_accuracy": 0.91357421875, "fast_rcnn/false_negative": 0.6177570093457944, "fast_rcnn/fg_cls_accuracy": 0.3245569620253165, "iteration": 5959, "loss_box_reg": 0.2957303626462817, "loss_cls": 0.3515258142724633, "loss_mask": 0.3327046427875757, "loss_rpn_cls": 0.08911795716267079, "loss_rpn_loc": 0.10292323480825871, "loss_sem_seg": 0.49571168795228004, "lr": 0.02, "mask_rcnn/accuracy": 0.8545547224941075, "mask_rcnn/false_negative": 0.1336970480499971, "mask_rcnn/false_positive": 0.18877184451185414, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5673613940002724, "total_loss": 1.7271686861058697} {"data_time": 0.012385889000597672, "eta_seconds": 148060.0861660277, "fast_rcnn/cls_accuracy": 0.90380859375, "fast_rcnn/false_negative": 0.49882466814159293, "fast_rcnn/fg_cls_accuracy": 0.3817808219178082, "iteration": 5979, "loss_box_reg": 0.30653606355190277, "loss_cls": 0.33488129638135433, "loss_mask": 0.3496338753029704, "loss_rpn_cls": 0.07956487295450643, "loss_rpn_loc": 0.09950004471465945, "loss_sem_seg": 0.5219605788588524, "lr": 0.02, "mask_rcnn/accuracy": 0.8337588929182058, "mask_rcnn/false_negative": 0.13014589623204925, "mask_rcnn/false_positive": 0.2030508986702704, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5677094715001658, "total_loss": 1.7526051126187667} {"data_time": 0.011622844499925122, "eta_seconds": 148078.41262485855, "fast_rcnn/cls_accuracy": 0.9052734375, "fast_rcnn/false_negative": 0.6487894144144144, "fast_rcnn/fg_cls_accuracy": 0.3254504504504504, "iteration": 5999, "loss_box_reg": 0.28559699445031583, "loss_cls": 0.330387057736516, "loss_mask": 0.36347053572535515, "loss_rpn_cls": 0.08791502536041662, "loss_rpn_loc": 0.11084212292917073, "loss_sem_seg": 0.5412830337882042, "lr": 0.02, "mask_rcnn/accuracy": 0.8286204262976551, "mask_rcnn/false_negative": 0.12590197259930527, "mask_rcnn/false_positive": 0.19137701291451034, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5630730474999837, "total_loss": 1.7379408102133311} {"data_time": 0.012733482999919943, "eta_seconds": 148030.04139201055, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.628066378066378, "fast_rcnn/fg_cls_accuracy": 0.35137085137085133, "iteration": 6019, "loss_box_reg": 0.27576399967074394, "loss_cls": 0.33616447914391756, "loss_mask": 0.33262499794363976, "loss_rpn_cls": 0.09205984161235392, "loss_rpn_loc": 0.11084374535130337, "loss_sem_seg": 0.5491379434242845, "lr": 0.02, "mask_rcnn/accuracy": 0.8388296227581942, "mask_rcnn/false_negative": 0.10976329461564632, "mask_rcnn/false_positive": 0.18861736272646434, "roi_head/num_bg_samples": 457.5, "roi_head/num_fg_samples": 54.5, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5635785710001073, "total_loss": 1.7169762557605281} {"data_time": 0.013567292499828909, "eta_seconds": 148018.82618778053, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.6428931451612903, "fast_rcnn/fg_cls_accuracy": 0.33072916666666663, "iteration": 6039, "loss_box_reg": 0.25784948002547026, "loss_cls": 0.3066021674312651, "loss_mask": 0.33796234149485826, "loss_rpn_cls": 0.07949481392279267, "loss_rpn_loc": 0.09881983255036175, "loss_sem_seg": 0.5128445103764534, "lr": 0.02, "mask_rcnn/accuracy": 0.8487248303211445, "mask_rcnn/false_negative": 0.11813216300846197, "mask_rcnn/false_positive": 0.173926569201113, "roi_head/num_bg_samples": 463.25, "roi_head/num_fg_samples": 48.75, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.561034847999963, "total_loss": 1.6550452974042855} {"data_time": 0.013231293999524496, "eta_seconds": 148007.61098355055, "fast_rcnn/cls_accuracy": 0.8876953125, "fast_rcnn/false_negative": 0.5952559359340608, "fast_rcnn/fg_cls_accuracy": 0.394042991617103, "iteration": 6059, "loss_box_reg": 0.2926747282035649, "loss_cls": 0.34862792724743485, "loss_mask": 0.33090381138026714, "loss_rpn_cls": 0.08253635268192738, "loss_rpn_loc": 0.09501136801554821, "loss_sem_seg": 0.5245180018246174, "lr": 0.02, "mask_rcnn/accuracy": 0.8289486271482277, "mask_rcnn/false_negative": 0.1390606692784197, "mask_rcnn/false_positive": 0.2161402866814858, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 201.5, "rpn/num_pos_anchors": 54.5, "time": 0.5618324355000368, "total_loss": 1.6984113942598924} {"data_time": 0.01165912099986599, "eta_seconds": 148004.0072608777, "fast_rcnn/cls_accuracy": 0.908203125, "fast_rcnn/false_negative": 0.5297021556689157, "fast_rcnn/fg_cls_accuracy": 0.4244644325160791, "iteration": 6079, "loss_box_reg": 0.27670879382640123, "loss_cls": 0.32293182983994484, "loss_mask": 0.3376738131046295, "loss_rpn_cls": 0.0811498484108597, "loss_rpn_loc": 0.10671552800340578, "loss_sem_seg": 0.4871222584042698, "lr": 0.02, "mask_rcnn/accuracy": 0.8482380515236472, "mask_rcnn/false_negative": 0.12202166134205392, "mask_rcnn/false_positive": 0.19263134532528536, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 205.0, "rpn/num_pos_anchors": 51.0, "time": 0.5627805070002978, "total_loss": 1.611034955305513} {"data_time": 0.012699525500011077, "eta_seconds": 147992.7914798477, "fast_rcnn/cls_accuracy": 0.89892578125, "fast_rcnn/false_negative": 0.6183752417794971, "fast_rcnn/fg_cls_accuracy": 0.2689393939393939, "iteration": 6099, "loss_box_reg": 0.27103120600804687, "loss_cls": 0.31031939713284373, "loss_mask": 0.34214969631284475, "loss_rpn_cls": 0.08150510641280562, "loss_rpn_loc": 0.0951612870558165, "loss_sem_seg": 0.527468204498291, "lr": 0.02, "mask_rcnn/accuracy": 0.841716510921156, "mask_rcnn/false_negative": 0.12291992193424267, "mask_rcnn/false_positive": 0.18464874490467703, "roi_head/num_bg_samples": 456.75, "roi_head/num_fg_samples": 55.25, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5600454254999931, "total_loss": 1.619224667432718} {"data_time": 0.011979897999935929, "eta_seconds": 147976.1525483786, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.6432547715442453, "fast_rcnn/fg_cls_accuracy": 0.2984852984852985, "iteration": 6119, "loss_box_reg": 0.2747820280492306, "loss_cls": 0.3289519418030977, "loss_mask": 0.35406517423689365, "loss_rpn_cls": 0.08678665431216359, "loss_rpn_loc": 0.10587892110925168, "loss_sem_seg": 0.5132409823127091, "lr": 0.02, "mask_rcnn/accuracy": 0.8264702840595698, "mask_rcnn/false_negative": 0.13162053394528392, "mask_rcnn/false_positive": 0.20415325780362684, "roi_head/num_bg_samples": 464.5, "roi_head/num_fg_samples": 47.5, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5666186640000888, "total_loss": 1.649974022526294} {"data_time": 0.013483480499871803, "eta_seconds": 148071.02539600153, "fast_rcnn/cls_accuracy": 0.8916015625, "fast_rcnn/false_negative": 0.5614660319297231, "fast_rcnn/fg_cls_accuracy": 0.3344519015659955, "iteration": 6139, "loss_box_reg": 0.31106380140408874, "loss_cls": 0.33957175398245454, "loss_mask": 0.34834418538957834, "loss_rpn_cls": 0.0756345697445795, "loss_rpn_loc": 0.11100862012244761, "loss_sem_seg": 0.4726173742674291, "lr": 0.02, "mask_rcnn/accuracy": 0.8183029272314987, "mask_rcnn/false_negative": 0.12377813254805156, "mask_rcnn/false_positive": 0.1959169684275449, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5606096965002507, "total_loss": 1.6861072529572994} {"data_time": 0.012609619499926339, "eta_seconds": 148032.07269151785, "fast_rcnn/cls_accuracy": 0.9111328125, "fast_rcnn/false_negative": 0.596835230567339, "fast_rcnn/fg_cls_accuracy": 0.3622974015950604, "iteration": 6159, "loss_box_reg": 0.2745288941077888, "loss_cls": 0.319674089550972, "loss_mask": 0.331123273819685, "loss_rpn_cls": 0.07989453244954348, "loss_rpn_loc": 0.0856963322730735, "loss_sem_seg": 0.5444608121179044, "lr": 0.02, "mask_rcnn/accuracy": 0.8485402007373586, "mask_rcnn/false_negative": 0.12385030053468604, "mask_rcnn/false_positive": 0.17853641601830883, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.5600675335003871, "total_loss": 1.6781117207719944} {"data_time": 0.012410165499659342, "eta_seconds": 148148.64772572927, "fast_rcnn/cls_accuracy": 0.91259765625, "fast_rcnn/false_negative": 0.6091097608024691, "fast_rcnn/fg_cls_accuracy": 0.31765765765765763, "iteration": 6179, "loss_box_reg": 0.30017910385504365, "loss_cls": 0.34246016992256045, "loss_mask": 0.33759776689112186, "loss_rpn_cls": 0.08191568602342159, "loss_rpn_loc": 0.10240610362961888, "loss_sem_seg": 0.5044111092574894, "lr": 0.02, "mask_rcnn/accuracy": 0.8594451174250743, "mask_rcnn/false_negative": 0.10078801807489196, "mask_rcnn/false_positive": 0.20223864677054781, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.5759574139997312, "total_loss": 1.667862071946729} {"data_time": 0.013074408000647963, "eta_seconds": 148231.23860899173, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.560842803030303, "fast_rcnn/fg_cls_accuracy": 0.36303821964199323, "iteration": 6199, "loss_box_reg": 0.28111022897064686, "loss_cls": 0.31625257059931755, "loss_mask": 0.3483966924250126, "loss_rpn_cls": 0.07276095566339791, "loss_rpn_loc": 0.08597674174234271, "loss_sem_seg": 0.5051280008628964, "lr": 0.02, "mask_rcnn/accuracy": 0.8490375700653713, "mask_rcnn/false_negative": 0.1288479292689821, "mask_rcnn/false_positive": 0.17735323728212993, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5672258714994314, "total_loss": 1.6822488274192438} {"data_time": 0.012496969499807165, "eta_seconds": 148057.94070625777, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.5982430689877498, "fast_rcnn/fg_cls_accuracy": 0.36795994993742176, "iteration": 6219, "loss_box_reg": 0.2629656307399273, "loss_cls": 0.29535439889878035, "loss_mask": 0.32716621924191713, "loss_rpn_cls": 0.07529132848139852, "loss_rpn_loc": 0.09087586117675528, "loss_sem_seg": 0.5702165048569441, "lr": 0.02, "mask_rcnn/accuracy": 0.860359768907563, "mask_rcnn/false_negative": 0.1164083337841456, "mask_rcnn/false_positive": 0.16848134867850761, "roi_head/num_bg_samples": 461.75, "roi_head/num_fg_samples": 50.25, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5503972434999014, "total_loss": 1.6685692343162373} {"data_time": 0.012796480499673635, "eta_seconds": 148149.67952856363, "fast_rcnn/cls_accuracy": 0.896484375, "fast_rcnn/false_negative": 0.6130124777183601, "fast_rcnn/fg_cls_accuracy": 0.3224559896951481, "iteration": 6239, "loss_box_reg": 0.29386423993855715, "loss_cls": 0.3374750129878521, "loss_mask": 0.3369814036414027, "loss_rpn_cls": 0.09017859969753772, "loss_rpn_loc": 0.10650061868363991, "loss_sem_seg": 0.5109727121889591, "lr": 0.02, "mask_rcnn/accuracy": 0.8352351777096675, "mask_rcnn/false_negative": 0.11814578108811849, "mask_rcnn/false_positive": 0.1834462122910585, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.5699250870002288, "total_loss": 1.691486882569734} {"data_time": 0.012849417499637639, "eta_seconds": 148178.2748770853, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.6079738058551618, "fast_rcnn/fg_cls_accuracy": 0.3295987759265556, "iteration": 6259, "loss_box_reg": 0.28685042331926525, "loss_cls": 0.3051981721073389, "loss_mask": 0.3354806285351515, "loss_rpn_cls": 0.08732041227631271, "loss_rpn_loc": 0.10379098122939467, "loss_sem_seg": 0.5628598742187023, "lr": 0.02, "mask_rcnn/accuracy": 0.8560797865508689, "mask_rcnn/false_negative": 0.13621959503262998, "mask_rcnn/false_positive": 0.14762646671349666, "roi_head/num_bg_samples": 464.0, "roi_head/num_fg_samples": 48.0, "rpn/num_neg_anchors": 237.25, "rpn/num_pos_anchors": 18.75, "time": 0.5628681719999804, "total_loss": 1.6431420404696837} {"data_time": 0.011506827999710367, "eta_seconds": 148238.28271841494, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.5456349206349207, "fast_rcnn/fg_cls_accuracy": 0.36929156908665106, "iteration": 6279, "loss_box_reg": 0.29755190713331103, "loss_cls": 0.34542595874518156, "loss_mask": 0.32980326749384403, "loss_rpn_cls": 0.07437235827092081, "loss_rpn_loc": 0.0908724965993315, "loss_sem_seg": 0.5293742846697569, "lr": 0.02, "mask_rcnn/accuracy": 0.857875949173529, "mask_rcnn/false_negative": 0.10864832828866769, "mask_rcnn/false_positive": 0.15293788390576066, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 237.5, "rpn/num_pos_anchors": 18.5, "time": 0.5654335004996938, "total_loss": 1.7099561231443658} {"data_time": 0.011913297500086628, "eta_seconds": 147981.23810624154, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.4935897435897436, "fast_rcnn/fg_cls_accuracy": 0.4342857142857143, "iteration": 6299, "loss_box_reg": 0.2680255938321352, "loss_cls": 0.3018587294500321, "loss_mask": 0.34848693292587996, "loss_rpn_cls": 0.07992405880941078, "loss_rpn_loc": 0.09749018386355601, "loss_sem_seg": 0.5087621435523033, "lr": 0.02, "mask_rcnn/accuracy": 0.8288165039996997, "mask_rcnn/false_negative": 0.14364190554125356, "mask_rcnn/false_positive": 0.1778075724170981, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5421154059995388, "total_loss": 1.6648372925119475} {"data_time": 0.012049312500494125, "eta_seconds": 147970.01469502156, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.6650641025641025, "fast_rcnn/fg_cls_accuracy": 0.31534090909090906, "iteration": 6319, "loss_box_reg": 0.25636580865830183, "loss_cls": 0.31071403063833714, "loss_mask": 0.33789524994790554, "loss_rpn_cls": 0.07523548684548587, "loss_rpn_loc": 0.0984377121203579, "loss_sem_seg": 0.5391033943742514, "lr": 0.02, "mask_rcnn/accuracy": 0.8464797162931628, "mask_rcnn/false_negative": 0.11351795404794868, "mask_rcnn/false_positive": 0.19050364006160353, "roi_head/num_bg_samples": 462.0, "roi_head/num_fg_samples": 50.0, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5670147820001148, "total_loss": 1.6587391058565117} {"data_time": 0.0131963675003135, "eta_seconds": 148081.87047979326, "fast_rcnn/cls_accuracy": 0.9091796875, "fast_rcnn/false_negative": 0.5668421052631579, "fast_rcnn/fg_cls_accuracy": 0.3589732528041415, "iteration": 6339, "loss_box_reg": 0.2826031604781747, "loss_cls": 0.32562808925285935, "loss_mask": 0.3249091627076268, "loss_rpn_cls": 0.07825782883446664, "loss_rpn_loc": 0.09652487584389746, "loss_sem_seg": 0.520804357714951, "lr": 0.02, "mask_rcnn/accuracy": 0.845054760626055, "mask_rcnn/false_negative": 0.11349752574266528, "mask_rcnn/false_positive": 0.18784161004435607, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5648451889996977, "total_loss": 1.6331692803069018} {"data_time": 0.01240750700026183, "eta_seconds": 147960.7834050208, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.5924913787494306, "fast_rcnn/fg_cls_accuracy": 0.37830545062061527, "iteration": 6359, "loss_box_reg": 0.28766555339097977, "loss_cls": 0.30212459806352854, "loss_mask": 0.3290759501978755, "loss_rpn_cls": 0.07188819471048191, "loss_rpn_loc": 0.09357673139311373, "loss_sem_seg": 0.5021836785599589, "lr": 0.02, "mask_rcnn/accuracy": 0.8505855878535624, "mask_rcnn/false_negative": 0.12178149409309874, "mask_rcnn/false_positive": 0.18117862780094368, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5578166294999392, "total_loss": 1.5929027331876568} {"data_time": 0.011991391500032478, "eta_seconds": 147865.27026252868, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.5793426281403651, "fast_rcnn/fg_cls_accuracy": 0.2809127697841727, "iteration": 6379, "loss_box_reg": 0.25719574419781566, "loss_cls": 0.304157679900527, "loss_mask": 0.32500249333679676, "loss_rpn_cls": 0.08403853984782472, "loss_rpn_loc": 0.10434306086972356, "loss_sem_seg": 0.5516256068367511, "lr": 0.02, "mask_rcnn/accuracy": 0.856464220303506, "mask_rcnn/false_negative": 0.1291252155885707, "mask_rcnn/false_positive": 0.17639254870306822, "roi_head/num_bg_samples": 459.5, "roi_head/num_fg_samples": 52.5, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5492338849994667, "total_loss": 1.6251779861049727} {"data_time": 0.012936980000176845, "eta_seconds": 147897.41698051782, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.5859430186013657, "fast_rcnn/fg_cls_accuracy": 0.34179425194735424, "iteration": 6399, "loss_box_reg": 0.2655101506970823, "loss_cls": 0.32162289321422577, "loss_mask": 0.33219486847519875, "loss_rpn_cls": 0.07683515717508271, "loss_rpn_loc": 0.10245855210814625, "loss_sem_seg": 0.5194034209707752, "lr": 0.02, "mask_rcnn/accuracy": 0.853774043864121, "mask_rcnn/false_negative": 0.12025371844329794, "mask_rcnn/false_positive": 0.18601944615352, "roi_head/num_bg_samples": 464.5, "roi_head/num_fg_samples": 47.5, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5609827755001788, "total_loss": 1.5972650056355633} {"data_time": 0.013482339999882242, "eta_seconds": 147870.47332821923, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.7314953872559536, "fast_rcnn/fg_cls_accuracy": 0.23965296543877113, "iteration": 6419, "loss_box_reg": 0.2538328906521201, "loss_cls": 0.31336634047329426, "loss_mask": 0.3378571756184101, "loss_rpn_cls": 0.07339873036835343, "loss_rpn_loc": 0.09451294573955238, "loss_sem_seg": 0.5478510074317455, "lr": 0.02, "mask_rcnn/accuracy": 0.844517306922769, "mask_rcnn/false_negative": 0.11633437797823233, "mask_rcnn/false_positive": 0.21400309650782728, "roi_head/num_bg_samples": 462.75, "roi_head/num_fg_samples": 49.25, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5608942270000625, "total_loss": 1.6257952045998536} {"data_time": 0.011334650000208057, "eta_seconds": 147915.8857499808, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.5436538461538462, "fast_rcnn/fg_cls_accuracy": 0.36482590374805945, "iteration": 6439, "loss_box_reg": 0.2784932008944452, "loss_cls": 0.3166211156640202, "loss_mask": 0.3376099104061723, "loss_rpn_cls": 0.06864565965952352, "loss_rpn_loc": 0.09038026392227039, "loss_sem_seg": 0.5025435667484999, "lr": 0.02, "mask_rcnn/accuracy": 0.8278454207926862, "mask_rcnn/false_negative": 0.12644321535273856, "mask_rcnn/false_positive": 0.2110641115951895, "roi_head/num_bg_samples": 462.5, "roi_head/num_fg_samples": 49.5, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5583824905002075, "total_loss": 1.538465260702651} {"data_time": 0.012081854499683686, "eta_seconds": 147904.6613362208, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.5688775510204082, "fast_rcnn/fg_cls_accuracy": 0.3967687074829932, "iteration": 6459, "loss_box_reg": 0.2716735643334687, "loss_cls": 0.3149470202624798, "loss_mask": 0.34311524871736765, "loss_rpn_cls": 0.07834479515440762, "loss_rpn_loc": 0.09694888489320874, "loss_sem_seg": 0.5282696466892958, "lr": 0.02, "mask_rcnn/accuracy": 0.8538121365864781, "mask_rcnn/false_negative": 0.11292435810116737, "mask_rcnn/false_positive": 0.17895443342752607, "roi_head/num_bg_samples": 459.0, "roi_head/num_fg_samples": 53.0, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5655144620004648, "total_loss": 1.6159718638518825} {"data_time": 0.013131155999417388, "eta_seconds": 147836.8129794092, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.5242507251047372, "fast_rcnn/fg_cls_accuracy": 0.4561628760088041, "iteration": 6479, "loss_box_reg": 0.2655557794496417, "loss_cls": 0.31444700341671705, "loss_mask": 0.3336145915091038, "loss_rpn_cls": 0.0832177025731653, "loss_rpn_loc": 0.10561656055506319, "loss_sem_seg": 0.5526587702333927, "lr": 0.02, "mask_rcnn/accuracy": 0.8569489160479968, "mask_rcnn/false_negative": 0.12094147517459641, "mask_rcnn/false_positive": 0.16672217473607143, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5478098439998575, "total_loss": 1.6694031928200275} {"data_time": 0.012428374499904749, "eta_seconds": 147814.45059158845, "fast_rcnn/cls_accuracy": 0.9013671875, "fast_rcnn/false_negative": 0.5409070698088039, "fast_rcnn/fg_cls_accuracy": 0.4028943926416607, "iteration": 6499, "loss_box_reg": 0.3059172807261348, "loss_cls": 0.35220565274357796, "loss_mask": 0.3447621678933501, "loss_rpn_cls": 0.09492330579087138, "loss_rpn_loc": 0.11563741369172931, "loss_sem_seg": 0.5218029948882759, "lr": 0.02, "mask_rcnn/accuracy": 0.8492489384539729, "mask_rcnn/false_negative": 0.13548322404568752, "mask_rcnn/false_positive": 0.17022027059947242, "roi_head/num_bg_samples": 431.5, "roi_head/num_fg_samples": 80.5, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.5634240330005014, "total_loss": 1.7489601760171354} {"data_time": 0.012425351999809209, "eta_seconds": 147783.65020358533, "fast_rcnn/cls_accuracy": 0.90380859375, "fast_rcnn/false_negative": 0.5808126121507307, "fast_rcnn/fg_cls_accuracy": 0.37209361356482895, "iteration": 6519, "loss_box_reg": 0.29041692265309393, "loss_cls": 0.3139647892676294, "loss_mask": 0.3365879664197564, "loss_rpn_cls": 0.08519885560963303, "loss_rpn_loc": 0.11561193526722491, "loss_sem_seg": 0.48567409068346024, "lr": 0.02, "mask_rcnn/accuracy": 0.8558779852830782, "mask_rcnn/false_negative": 0.1339101447078857, "mask_rcnn/false_positive": 0.15229949389709857, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.5548285859999851, "total_loss": 1.6712840606924146} {"data_time": 0.012640426500183821, "eta_seconds": 147755.94647886563, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.6164743683364977, "fast_rcnn/fg_cls_accuracy": 0.3045498084291188, "iteration": 6539, "loss_box_reg": 0.28610893059521914, "loss_cls": 0.31674584886059165, "loss_mask": 0.35006855614483356, "loss_rpn_cls": 0.08719332097098231, "loss_rpn_loc": 0.112118253367953, "loss_sem_seg": 0.5274306796491146, "lr": 0.02, "mask_rcnn/accuracy": 0.8696937303590748, "mask_rcnn/false_negative": 0.0942748873501777, "mask_rcnn/false_positive": 0.17005538423407757, "roi_head/num_bg_samples": 460.75, "roi_head/num_fg_samples": 51.25, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5485167469996668, "total_loss": 1.6869004660984501} {"data_time": 0.01120229449998078, "eta_seconds": 147717.45919252074, "fast_rcnn/cls_accuracy": 0.91357421875, "fast_rcnn/false_negative": 0.6191422420930618, "fast_rcnn/fg_cls_accuracy": 0.3262214488910984, "iteration": 6559, "loss_box_reg": 0.2806103643961251, "loss_cls": 0.30752405570819974, "loss_mask": 0.3395155481994152, "loss_rpn_cls": 0.08335083938436583, "loss_rpn_loc": 0.11709794454509392, "loss_sem_seg": 0.5714328782632947, "lr": 0.02, "mask_rcnn/accuracy": 0.8362817156183461, "mask_rcnn/false_negative": 0.14515270128554647, "mask_rcnn/false_positive": 0.1828866438774583, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 195.0, "rpn/num_pos_anchors": 61.0, "time": 0.5578897329996835, "total_loss": 1.670811005649739} {"data_time": 0.012400086000070587, "eta_seconds": 147749.99685092532, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.6384812485441416, "fast_rcnn/fg_cls_accuracy": 0.3047051240734773, "iteration": 6579, "loss_box_reg": 0.27700925106182694, "loss_cls": 0.3288949551060796, "loss_mask": 0.3402909217402339, "loss_rpn_cls": 0.07452768576331437, "loss_rpn_loc": 0.09539178933482617, "loss_sem_seg": 0.5686581796035171, "lr": 0.02, "mask_rcnn/accuracy": 0.8531197810786042, "mask_rcnn/false_negative": 0.1323666321301612, "mask_rcnn/false_positive": 0.16548115755049653, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5653925470001013, "total_loss": 1.676198200089857} {"data_time": 0.011218988500331761, "eta_seconds": 147826.09043990078, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.5672676837725381, "fast_rcnn/fg_cls_accuracy": 0.3626838411996539, "iteration": 6599, "loss_box_reg": 0.28475859807804227, "loss_cls": 0.33248514775186777, "loss_mask": 0.3270678985863924, "loss_rpn_cls": 0.08047625108156353, "loss_rpn_loc": 0.0837335092946887, "loss_sem_seg": 0.5422060564160347, "lr": 0.02, "mask_rcnn/accuracy": 0.8604239025223481, "mask_rcnn/false_negative": 0.12663218929651615, "mask_rcnn/false_positive": 0.15831503897040522, "roi_head/num_bg_samples": 466.0, "roi_head/num_fg_samples": 46.0, "rpn/num_neg_anchors": 235.0, "rpn/num_pos_anchors": 21.0, "time": 0.5662953405003464, "total_loss": 1.5873286856804043} {"data_time": 0.012103907999971852, "eta_seconds": 147831.15679945357, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.5400641025641025, "fast_rcnn/fg_cls_accuracy": 0.3770903010033445, "iteration": 6619, "loss_box_reg": 0.27667046152055264, "loss_cls": 0.34808931592851877, "loss_mask": 0.3458567401394248, "loss_rpn_cls": 0.0910440890584141, "loss_rpn_loc": 0.1048094485886395, "loss_sem_seg": 0.5310039930045605, "lr": 0.02, "mask_rcnn/accuracy": 0.8445488314373368, "mask_rcnn/false_negative": 0.12047936391634295, "mask_rcnn/false_positive": 0.17680155417978838, "roi_head/num_bg_samples": 467.5, "roi_head/num_fg_samples": 44.5, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.5701508425004249, "total_loss": 1.7038526896503754} {"data_time": 0.01123576600002707, "eta_seconds": 147819.93114864358, "fast_rcnn/cls_accuracy": 0.8935546875, "fast_rcnn/false_negative": 0.5506356754658386, "fast_rcnn/fg_cls_accuracy": 0.42679687499999996, "iteration": 6639, "loss_box_reg": 0.27093896735459566, "loss_cls": 0.3205866413190961, "loss_mask": 0.343082670122385, "loss_rpn_cls": 0.08120422775391489, "loss_rpn_loc": 0.08850377489579841, "loss_sem_seg": 0.5366108268499374, "lr": 0.02, "mask_rcnn/accuracy": 0.8516923139573516, "mask_rcnn/false_negative": 0.11536239384014178, "mask_rcnn/false_positive": 0.18203685844905482, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5619759549999799, "total_loss": 1.6423501609824598} {"data_time": 0.011881102999268478, "eta_seconds": 147724.69642710843, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.605, "fast_rcnn/fg_cls_accuracy": 0.33768391077361176, "iteration": 6659, "loss_box_reg": 0.27703222818672657, "loss_cls": 0.33330082427710295, "loss_mask": 0.33727756794542074, "loss_rpn_cls": 0.07888167514465749, "loss_rpn_loc": 0.09925371171266306, "loss_sem_seg": 0.5263922130689025, "lr": 0.02, "mask_rcnn/accuracy": 0.8529960757941072, "mask_rcnn/false_negative": 0.12530875252493212, "mask_rcnn/false_positive": 0.15320020528959155, "roi_head/num_bg_samples": 459.5, "roi_head/num_fg_samples": 52.5, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5510597040001812, "total_loss": 1.7049084062455222} {"data_time": 0.011894456999925751, "eta_seconds": 147741.48002828003, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.4332860337117303, "fast_rcnn/fg_cls_accuracy": 0.48370651739304277, "iteration": 6679, "loss_box_reg": 0.2948953527957201, "loss_cls": 0.3004902098327875, "loss_mask": 0.3248773319646716, "loss_rpn_cls": 0.07484361552633345, "loss_rpn_loc": 0.09918881754856557, "loss_sem_seg": 0.5036852704361081, "lr": 0.02, "mask_rcnn/accuracy": 0.8573067980843749, "mask_rcnn/false_negative": 0.10444779388490097, "mask_rcnn/false_positive": 0.19013889577504245, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5693725349997294, "total_loss": 1.6311443987651728} {"data_time": 0.011550328500106843, "eta_seconds": 147650.90681837886, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.5935644842123375, "fast_rcnn/fg_cls_accuracy": 0.3992482169247574, "iteration": 6699, "loss_box_reg": 0.26555283879861236, "loss_cls": 0.3010349632240832, "loss_mask": 0.33268928341567516, "loss_rpn_cls": 0.07310679333750159, "loss_rpn_loc": 0.10171802225522697, "loss_sem_seg": 0.5343601703643799, "lr": 0.02, "mask_rcnn/accuracy": 0.8482063295506622, "mask_rcnn/false_negative": 0.1297198299600067, "mask_rcnn/false_positive": 0.19449029414829175, "roi_head/num_bg_samples": 463.75, "roi_head/num_fg_samples": 48.25, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5468371195001964, "total_loss": 1.5577484494424425} {"data_time": 0.011444476000178838, "eta_seconds": 147662.54792524368, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.5611801242236025, "fast_rcnn/fg_cls_accuracy": 0.3945172166031062, "iteration": 6719, "loss_box_reg": 0.2824515076354146, "loss_cls": 0.320754234213382, "loss_mask": 0.33945347368717194, "loss_rpn_cls": 0.08258856576867402, "loss_rpn_loc": 0.09464189247228205, "loss_sem_seg": 0.5026576216332614, "lr": 0.02, "mask_rcnn/accuracy": 0.8665065615253584, "mask_rcnn/false_negative": 0.1145034177236735, "mask_rcnn/false_positive": 0.17513562624720258, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5688061390001167, "total_loss": 1.5962332675699145} {"data_time": 0.012475999999878695, "eta_seconds": 147747.51954358077, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.49775541795665634, "fast_rcnn/fg_cls_accuracy": 0.3989661654135338, "iteration": 6739, "loss_box_reg": 0.27114512398838997, "loss_cls": 0.31975953420624137, "loss_mask": 0.32840542402118444, "loss_rpn_cls": 0.07671350496821105, "loss_rpn_loc": 0.10555126867257059, "loss_sem_seg": 0.4971760390326381, "lr": 0.02, "mask_rcnn/accuracy": 0.8497944724448483, "mask_rcnn/false_negative": 0.13971389491172137, "mask_rcnn/false_positive": 0.14671813159009817, "roi_head/num_bg_samples": 465.25, "roi_head/num_fg_samples": 46.75, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5743480430001, "total_loss": 1.6551451168488711} {"data_time": 0.01161163100050544, "eta_seconds": 147789.09758895842, "fast_rcnn/cls_accuracy": 0.9091796875, "fast_rcnn/false_negative": 0.6306042884990253, "fast_rcnn/fg_cls_accuracy": 0.30661535029004905, "iteration": 6759, "loss_box_reg": 0.28618114232085645, "loss_cls": 0.33432109374552965, "loss_mask": 0.3404905302450061, "loss_rpn_cls": 0.07858681969810277, "loss_rpn_loc": 0.09035489079542458, "loss_sem_seg": 0.5019132541492581, "lr": 0.02, "mask_rcnn/accuracy": 0.844894622439446, "mask_rcnn/false_negative": 0.12395632812011809, "mask_rcnn/false_positive": 0.1774411536637021, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5693164209997121, "total_loss": 1.69484934877255} {"data_time": 0.011518623500251124, "eta_seconds": 147797.17642397268, "fast_rcnn/cls_accuracy": 0.90576171875, "fast_rcnn/false_negative": 0.6041448668759446, "fast_rcnn/fg_cls_accuracy": 0.33060109289617484, "iteration": 6779, "loss_box_reg": 0.2824824315030128, "loss_cls": 0.30691332183778286, "loss_mask": 0.3411174137145281, "loss_rpn_cls": 0.08962102653458714, "loss_rpn_loc": 0.09111899737035856, "loss_sem_seg": 0.5112172644585371, "lr": 0.02, "mask_rcnn/accuracy": 0.8625089969366246, "mask_rcnn/false_negative": 0.1117552670230931, "mask_rcnn/false_positive": 0.1734665735050076, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.549758561499857, "total_loss": 1.6171905499068089} {"data_time": 0.012762174500039691, "eta_seconds": 147785.9465314927, "fast_rcnn/cls_accuracy": 0.90966796875, "fast_rcnn/false_negative": 0.6082573874620271, "fast_rcnn/fg_cls_accuracy": 0.2881549609810479, "iteration": 6799, "loss_box_reg": 0.284157226793468, "loss_cls": 0.31065059220418334, "loss_mask": 0.32380117382854223, "loss_rpn_cls": 0.09007255604956299, "loss_rpn_loc": 0.08885193985770456, "loss_sem_seg": 0.538691726513207, "lr": 0.02, "mask_rcnn/accuracy": 0.8453846634187745, "mask_rcnn/false_negative": 0.1364136409617387, "mask_rcnn/false_positive": 0.19735359497014593, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5590812390000792, "total_loss": 1.6920939965639263} {"data_time": 0.013091798499772267, "eta_seconds": 147779.01872727144, "fast_rcnn/cls_accuracy": 0.912109375, "fast_rcnn/false_negative": 0.5674473067915691, "fast_rcnn/fg_cls_accuracy": 0.3700854700854701, "iteration": 6819, "loss_box_reg": 0.2785004982724786, "loss_cls": 0.32759496942162514, "loss_mask": 0.337705175857991, "loss_rpn_cls": 0.07923073542769998, "loss_rpn_loc": 0.09327588800806552, "loss_sem_seg": 0.5740740848705173, "lr": 0.02, "mask_rcnn/accuracy": 0.850985052869762, "mask_rcnn/false_negative": 0.14342235598559738, "mask_rcnn/false_positive": 0.21228318538724544, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5606987544997537, "total_loss": 1.6915005709743127} {"data_time": 0.01241893850010456, "eta_seconds": 147763.48674653267, "fast_rcnn/cls_accuracy": 0.89404296875, "fast_rcnn/false_negative": 0.5608988764044944, "fast_rcnn/fg_cls_accuracy": 0.37924653007270326, "iteration": 6839, "loss_box_reg": 0.28433144465088844, "loss_cls": 0.30765748862177134, "loss_mask": 0.3229590682312846, "loss_rpn_cls": 0.0768561217118986, "loss_rpn_loc": 0.09095371857983992, "loss_sem_seg": 0.47861780505627394, "lr": 0.02, "mask_rcnn/accuracy": 0.8557194231859411, "mask_rcnn/false_negative": 0.14082544065528357, "mask_rcnn/false_positive": 0.1705474984445176, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5646576494996225, "total_loss": 1.5503937055473216} {"data_time": 0.013343071000235796, "eta_seconds": 147741.22414123025, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.5745858688302907, "fast_rcnn/fg_cls_accuracy": 0.40229885057471265, "iteration": 6859, "loss_box_reg": 0.2842103352304548, "loss_cls": 0.30268870294094086, "loss_mask": 0.331325969658792, "loss_rpn_cls": 0.08004267635988072, "loss_rpn_loc": 0.1193604166037403, "loss_sem_seg": 0.4770590574480593, "lr": 0.02, "mask_rcnn/accuracy": 0.8419293717279701, "mask_rcnn/false_negative": 0.13368744301663896, "mask_rcnn/false_positive": 0.19777662599556536, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5580883444999927, "total_loss": 1.6526078836759552} {"data_time": 0.01307288799989692, "eta_seconds": 147714.9533806364, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.6112299007868629, "fast_rcnn/fg_cls_accuracy": 0.34893236159058943, "iteration": 6879, "loss_box_reg": 0.2998001500964165, "loss_cls": 0.32507877331227064, "loss_mask": 0.33160033356398344, "loss_rpn_cls": 0.08182975684758276, "loss_rpn_loc": 0.09500074619427323, "loss_sem_seg": 0.49293392803519964, "lr": 0.02, "mask_rcnn/accuracy": 0.8537012284570247, "mask_rcnn/false_negative": 0.13959650263699433, "mask_rcnn/false_positive": 0.20888055321350618, "roi_head/num_bg_samples": 466.75, "roi_head/num_fg_samples": 45.25, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5534668500004045, "total_loss": 1.6360816843807697} {"data_time": 0.012406721500155982, "eta_seconds": 147673.99768811357, "fast_rcnn/cls_accuracy": 0.9052734375, "fast_rcnn/false_negative": 0.543465155534121, "fast_rcnn/fg_cls_accuracy": 0.4064499330456777, "iteration": 6899, "loss_box_reg": 0.29071755427867174, "loss_cls": 0.3273689663037658, "loss_mask": 0.33950772415846586, "loss_rpn_cls": 0.08932073134928942, "loss_rpn_loc": 0.09867053327616304, "loss_sem_seg": 0.5360781019553542, "lr": 0.02, "mask_rcnn/accuracy": 0.8614098633011371, "mask_rcnn/false_negative": 0.1324762695192958, "mask_rcnn/false_positive": 0.14784532314727175, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5610592015000293, "total_loss": 1.625493293395266} {"data_time": 0.013114967000092292, "eta_seconds": 147718.56717661265, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.5387096774193549, "fast_rcnn/fg_cls_accuracy": 0.39421052631578946, "iteration": 6919, "loss_box_reg": 0.2729245154187083, "loss_cls": 0.3196288114413619, "loss_mask": 0.3377602957189083, "loss_rpn_cls": 0.08278095023706555, "loss_rpn_loc": 0.11912433736142702, "loss_sem_seg": 0.5051392745226622, "lr": 0.02, "mask_rcnn/accuracy": 0.8680261207046922, "mask_rcnn/false_negative": 0.12141557200406586, "mask_rcnn/false_positive": 0.17097551848966203, "roi_head/num_bg_samples": 463.5, "roi_head/num_fg_samples": 48.5, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5693668895000883, "total_loss": 1.7058696468593553} {"data_time": 0.012015635499665223, "eta_seconds": 147755.97450074772, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.5168350168350169, "fast_rcnn/fg_cls_accuracy": 0.39465791940018746, "iteration": 6939, "loss_box_reg": 0.2607233440503478, "loss_cls": 0.2813042253255844, "loss_mask": 0.3233390050008893, "loss_rpn_cls": 0.06966239598114043, "loss_rpn_loc": 0.09195186814758927, "loss_sem_seg": 0.5229654731228948, "lr": 0.02, "mask_rcnn/accuracy": 0.8696352663986593, "mask_rcnn/false_negative": 0.13720207077873653, "mask_rcnn/false_positive": 0.14642449336970753, "roi_head/num_bg_samples": 461.0, "roi_head/num_fg_samples": 51.0, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 0.5615638664999096, "total_loss": 1.5927145766327158} {"data_time": 0.01267629299991313, "eta_seconds": 147754.72568382573, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.5956082394092499, "fast_rcnn/fg_cls_accuracy": 0.3796783625730994, "iteration": 6959, "loss_box_reg": 0.3107614666223526, "loss_cls": 0.3337757494300604, "loss_mask": 0.34230342879891396, "loss_rpn_cls": 0.0739275561645627, "loss_rpn_loc": 0.10221540712518618, "loss_sem_seg": 0.5083339023403823, "lr": 0.02, "mask_rcnn/accuracy": 0.8325913563477338, "mask_rcnn/false_negative": 0.14770643588699234, "mask_rcnn/false_positive": 0.20287725043881277, "roi_head/num_bg_samples": 463.25, "roi_head/num_fg_samples": 48.75, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5752423799999633, "total_loss": 1.6734393355436623} {"data_time": 0.011752714500289585, "eta_seconds": 147692.36439194132, "fast_rcnn/cls_accuracy": 0.89599609375, "fast_rcnn/false_negative": 0.5554222093695778, "fast_rcnn/fg_cls_accuracy": 0.35811051693404633, "iteration": 6979, "loss_box_reg": 0.27735889761243016, "loss_cls": 0.30104526691138744, "loss_mask": 0.3232382796704769, "loss_rpn_cls": 0.07722734351409599, "loss_rpn_loc": 0.09568895402480848, "loss_sem_seg": 0.4863920109346509, "lr": 0.02, "mask_rcnn/accuracy": 0.8633427962054762, "mask_rcnn/false_negative": 0.13275118031881122, "mask_rcnn/false_positive": 0.17603825412004015, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.5680828340000517, "total_loss": 1.5561137661570683} {"data_time": 0.011405449499761744, "eta_seconds": 147660.5733008706, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.6239372138652715, "fast_rcnn/fg_cls_accuracy": 0.36889301175015465, "iteration": 6999, "loss_box_reg": 0.2752521191723645, "loss_cls": 0.30288809491321445, "loss_mask": 0.33770465571433306, "loss_rpn_cls": 0.0874332346720621, "loss_rpn_loc": 0.09177990694297478, "loss_sem_seg": 0.5131550543010235, "lr": 0.02, "mask_rcnn/accuracy": 0.8522750373983673, "mask_rcnn/false_negative": 0.12114839336114855, "mask_rcnn/false_positive": 0.15659445977680708, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5558709670003736, "total_loss": 1.6596224413951859} {"data_time": 0.01275827850031419, "eta_seconds": 147628.09435437463, "fast_rcnn/cls_accuracy": 0.9111328125, "fast_rcnn/false_negative": 0.6458333333333333, "fast_rcnn/fg_cls_accuracy": 0.30147058823529416, "iteration": 7019, "loss_box_reg": 0.27600550930947065, "loss_cls": 0.31488169077783823, "loss_mask": 0.34207634069025517, "loss_rpn_cls": 0.07976565626449883, "loss_rpn_loc": 0.07585080311400816, "loss_sem_seg": 0.5168673861771822, "lr": 0.02, "mask_rcnn/accuracy": 0.8492509353265383, "mask_rcnn/false_negative": 0.12366497725503173, "mask_rcnn/false_positive": 0.21270989212490127, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5584902565001357, "total_loss": 1.6130908303603064} {"data_time": 0.013955455000086658, "eta_seconds": 147625.13009575644, "fast_rcnn/cls_accuracy": 0.908203125, "fast_rcnn/false_negative": 0.5722774678632064, "fast_rcnn/fg_cls_accuracy": 0.3807828394515701, "iteration": 7039, "loss_box_reg": 0.2633312800899148, "loss_cls": 0.30651137605309486, "loss_mask": 0.33867165353149176, "loss_rpn_cls": 0.08435256977099925, "loss_rpn_loc": 0.10323955357307568, "loss_sem_seg": 0.5053180549293756, "lr": 0.02, "mask_rcnn/accuracy": 0.845145260253771, "mask_rcnn/false_negative": 0.11982417912341906, "mask_rcnn/false_positive": 0.15851811809836047, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5641927480000959, "total_loss": 1.6899448126205243} {"data_time": 0.011916105500404228, "eta_seconds": 147605.63979007464, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.6011392405063292, "fast_rcnn/fg_cls_accuracy": 0.36947286041701605, "iteration": 7059, "loss_box_reg": 0.2966938205063343, "loss_cls": 0.3308171760290861, "loss_mask": 0.32805734500288963, "loss_rpn_cls": 0.06417653895914555, "loss_rpn_loc": 0.08639982668682933, "loss_sem_seg": 0.46374784503132105, "lr": 0.02, "mask_rcnn/accuracy": 0.8608424450944803, "mask_rcnn/false_negative": 0.138453562364132, "mask_rcnn/false_positive": 0.17084490974999014, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5573476545000631, "total_loss": 1.5965018422866706} {"data_time": 0.013346141499823716, "eta_seconds": 147615.6577079106, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.5920647149460709, "fast_rcnn/fg_cls_accuracy": 0.38052943225357017, "iteration": 7079, "loss_box_reg": 0.2732703541405499, "loss_cls": 0.3049291502684355, "loss_mask": 0.32187975384294987, "loss_rpn_cls": 0.07896533468738198, "loss_rpn_loc": 0.09539996163221076, "loss_sem_seg": 0.4838080443441868, "lr": 0.02, "mask_rcnn/accuracy": 0.8533641629469069, "mask_rcnn/false_negative": 0.11537359636444039, "mask_rcnn/false_positive": 0.18569625555293845, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5668075114999738, "total_loss": 1.5636120819835924} {"data_time": 0.011922982999749365, "eta_seconds": 147591.44636392646, "fast_rcnn/cls_accuracy": 0.89697265625, "fast_rcnn/false_negative": 0.6474358974358975, "fast_rcnn/fg_cls_accuracy": 0.29166666666666663, "iteration": 7099, "loss_box_reg": 0.2931674509309232, "loss_cls": 0.330485618673265, "loss_mask": 0.32617453671991825, "loss_rpn_cls": 0.06970020406879485, "loss_rpn_loc": 0.08250814711209387, "loss_sem_seg": 0.5061868214979768, "lr": 0.02, "mask_rcnn/accuracy": 0.8416241268209046, "mask_rcnn/false_negative": 0.12175016914325312, "mask_rcnn/false_positive": 0.1904252993121575, "roi_head/num_bg_samples": 458.25, "roi_head/num_fg_samples": 53.75, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5596067814999515, "total_loss": 1.577619643532671} {"data_time": 0.012641224000162765, "eta_seconds": 147550.51552920355, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.4997969460688759, "fast_rcnn/fg_cls_accuracy": 0.42329328756674295, "iteration": 7119, "loss_box_reg": 0.27838456351310015, "loss_cls": 0.3174816113896668, "loss_mask": 0.3318924056366086, "loss_rpn_cls": 0.06675886688753963, "loss_rpn_loc": 0.08777358633233234, "loss_sem_seg": 0.4766536275856197, "lr": 0.02, "mask_rcnn/accuracy": 0.8659618780462377, "mask_rcnn/false_negative": 0.10756081008575652, "mask_rcnn/false_positive": 0.17244382732422858, "roi_head/num_bg_samples": 471.25, "roi_head/num_fg_samples": 40.75, "rpn/num_neg_anchors": 236.5, "rpn/num_pos_anchors": 19.5, "time": 0.5547309119997408, "total_loss": 1.584415075252764} {"data_time": 0.012960842000211414, "eta_seconds": 147590.07606925725, "fast_rcnn/cls_accuracy": 0.90234375, "fast_rcnn/false_negative": 0.5936130771823391, "fast_rcnn/fg_cls_accuracy": 0.32802494101786317, "iteration": 7139, "loss_box_reg": 0.3078960282728076, "loss_cls": 0.3484281552955508, "loss_mask": 0.3414593208581209, "loss_rpn_cls": 0.0779264016309753, "loss_rpn_loc": 0.09135980496648699, "loss_sem_seg": 0.4955285247415304, "lr": 0.02, "mask_rcnn/accuracy": 0.8341724733996934, "mask_rcnn/false_negative": 0.11729806564017849, "mask_rcnn/false_positive": 0.22064426901619077, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5748499305000223, "total_loss": 1.6905745029798709} {"data_time": 0.014270514500367426, "eta_seconds": 147591.29023592127, "fast_rcnn/cls_accuracy": 0.91015625, "fast_rcnn/false_negative": 0.5554852320675105, "fast_rcnn/fg_cls_accuracy": 0.40805235137533274, "iteration": 7159, "loss_box_reg": 0.2964356786105782, "loss_cls": 0.33462118823081255, "loss_mask": 0.329269140958786, "loss_rpn_cls": 0.06946763570886105, "loss_rpn_loc": 0.0828268718905747, "loss_sem_seg": 0.5056310589425266, "lr": 0.02, "mask_rcnn/accuracy": 0.8396749716350391, "mask_rcnn/false_negative": 0.12577729521035652, "mask_rcnn/false_positive": 0.17287635941942542, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5728161894999175, "total_loss": 1.6521695008850656} {"data_time": 0.01314279650023309, "eta_seconds": 147567.61703941727, "fast_rcnn/cls_accuracy": 0.908203125, "fast_rcnn/false_negative": 0.609914682812715, "fast_rcnn/fg_cls_accuracy": 0.3724982746721877, "iteration": 7179, "loss_box_reg": 0.2931079543195665, "loss_cls": 0.33042492251843214, "loss_mask": 0.3429836183786392, "loss_rpn_cls": 0.07701459061354399, "loss_rpn_loc": 0.093904398905579, "loss_sem_seg": 0.5157149014994502, "lr": 0.02, "mask_rcnn/accuracy": 0.8542789943982299, "mask_rcnn/false_negative": 0.11670974791240829, "mask_rcnn/false_positive": 0.13073231915573058, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.5580416174993843, "total_loss": 1.6471166269038804} {"data_time": 0.012339581499418273, "eta_seconds": 147556.38752449726, "fast_rcnn/cls_accuracy": 0.8916015625, "fast_rcnn/false_negative": 0.5712817350190154, "fast_rcnn/fg_cls_accuracy": 0.37771827328789354, "iteration": 7199, "loss_box_reg": 0.294149705208838, "loss_cls": 0.326008471660316, "loss_mask": 0.3324725395068526, "loss_rpn_cls": 0.07055201067123562, "loss_rpn_loc": 0.10002404556144029, "loss_sem_seg": 0.5173546243458986, "lr": 0.02, "mask_rcnn/accuracy": 0.8508354622410974, "mask_rcnn/false_negative": 0.1059668920727716, "mask_rcnn/false_positive": 0.17751231394857625, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.5791068059997997, "total_loss": 1.654331159312278} {"data_time": 0.012051333999806957, "eta_seconds": 147545.15800957725, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.42904449588477367, "fast_rcnn/fg_cls_accuracy": 0.4700892857142857, "iteration": 7219, "loss_box_reg": 0.2650313996709883, "loss_cls": 0.3049631640315056, "loss_mask": 0.322570969350636, "loss_rpn_cls": 0.08002291270531714, "loss_rpn_loc": 0.09713623789139092, "loss_sem_seg": 0.4716277150437236, "lr": 0.02, "mask_rcnn/accuracy": 0.8681713694468797, "mask_rcnn/false_negative": 0.10627106512462856, "mask_rcnn/false_positive": 0.15196786785480343, "roi_head/num_bg_samples": 471.25, "roi_head/num_fg_samples": 40.75, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 0.5522027860001799, "total_loss": 1.5735160944168456} {"data_time": 0.01208697249967372, "eta_seconds": 147495.12197947627, "fast_rcnn/cls_accuracy": 0.912109375, "fast_rcnn/false_negative": 0.48695175438596494, "fast_rcnn/fg_cls_accuracy": 0.4708846584546472, "iteration": 7239, "loss_box_reg": 0.26437177415937185, "loss_cls": 0.2992303853388876, "loss_mask": 0.3423807779327035, "loss_rpn_cls": 0.06993851013248786, "loss_rpn_loc": 0.10480471124174073, "loss_sem_seg": 0.49431327264755964, "lr": 0.02, "mask_rcnn/accuracy": 0.848006019638004, "mask_rcnn/false_negative": 0.11957624229522132, "mask_rcnn/false_positive": 0.16993270518908876, "roi_head/num_bg_samples": 456.25, "roi_head/num_fg_samples": 55.75, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5616349459996854, "total_loss": 1.5657727261350374} {"data_time": 0.012107287000617362, "eta_seconds": 147511.54851443137, "fast_rcnn/cls_accuracy": 0.908203125, "fast_rcnn/false_negative": 0.49607351712614867, "fast_rcnn/fg_cls_accuracy": 0.42899929527836506, "iteration": 7259, "loss_box_reg": 0.29771902970969677, "loss_cls": 0.32524251006543636, "loss_mask": 0.33751716930419207, "loss_rpn_cls": 0.07214278989704326, "loss_rpn_loc": 0.09384933326509781, "loss_sem_seg": 0.4811627008020878, "lr": 0.02, "mask_rcnn/accuracy": 0.8667610324762316, "mask_rcnn/false_negative": 0.10908381228115221, "mask_rcnn/false_positive": 0.14843753547714206, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5642968580000343, "total_loss": 1.630620913405437} {"data_time": 0.012148701999649347, "eta_seconds": 147511.4694648173, "fast_rcnn/cls_accuracy": 0.91259765625, "fast_rcnn/false_negative": 0.6003827090783613, "fast_rcnn/fg_cls_accuracy": 0.3547440699126092, "iteration": 7279, "loss_box_reg": 0.25811526365578175, "loss_cls": 0.30088489409536123, "loss_mask": 0.32072257809340954, "loss_rpn_cls": 0.08216580946464092, "loss_rpn_loc": 0.09902323770802468, "loss_sem_seg": 0.5085215950384736, "lr": 0.02, "mask_rcnn/accuracy": 0.8534985422740525, "mask_rcnn/false_negative": 0.13127836734154386, "mask_rcnn/false_positive": 0.19048499388538645, "roi_head/num_bg_samples": 459.75, "roi_head/num_fg_samples": 52.25, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5672193619998325, "total_loss": 1.6223711725324392} {"data_time": 0.01258722200009288, "eta_seconds": 147563.74174317578, "fast_rcnn/cls_accuracy": 0.90966796875, "fast_rcnn/false_negative": 0.6039136302294197, "fast_rcnn/fg_cls_accuracy": 0.3545843357391072, "iteration": 7299, "loss_box_reg": 0.2832442745566368, "loss_cls": 0.30333733931183815, "loss_mask": 0.33395623601973057, "loss_rpn_cls": 0.06858730997191742, "loss_rpn_loc": 0.08381185709731653, "loss_sem_seg": 0.4768046149984002, "lr": 0.02, "mask_rcnn/accuracy": 0.864570244949773, "mask_rcnn/false_negative": 0.10608615176200334, "mask_rcnn/false_positive": 0.15819780266955824, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.565776032499798, "total_loss": 1.5924546448513865} {"data_time": 0.011990864999461337, "eta_seconds": 147543.53447349294, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.5969908304274829, "fast_rcnn/fg_cls_accuracy": 0.2681647940074906, "iteration": 7319, "loss_box_reg": 0.28993599815294147, "loss_cls": 0.32783072628080845, "loss_mask": 0.34128750022500753, "loss_rpn_cls": 0.06786281138192862, "loss_rpn_loc": 0.09061665623448789, "loss_sem_seg": 0.5108755324035883, "lr": 0.02, "mask_rcnn/accuracy": 0.8333179247402858, "mask_rcnn/false_negative": 0.11990107750234263, "mask_rcnn/false_positive": 0.20588227221403255, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5669200789998285, "total_loss": 1.6019428205909207} {"data_time": 0.013181656000142539, "eta_seconds": 147541.2730442758, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.6140350877192983, "fast_rcnn/fg_cls_accuracy": 0.3251824157269493, "iteration": 7339, "loss_box_reg": 0.2920355601236224, "loss_cls": 0.33447278942912817, "loss_mask": 0.33022152446210384, "loss_rpn_cls": 0.077343721059151, "loss_rpn_loc": 0.09357597911730409, "loss_sem_seg": 0.4819129081442952, "lr": 0.02, "mask_rcnn/accuracy": 0.8611963255409005, "mask_rcnn/false_negative": 0.11026741109747787, "mask_rcnn/false_positive": 0.17867494409467505, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5724282099999982, "total_loss": 1.6427580141462386} {"data_time": 0.012921098000333586, "eta_seconds": 147542.36548758237, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.5176299527444566, "fast_rcnn/fg_cls_accuracy": 0.38485297751420805, "iteration": 7359, "loss_box_reg": 0.24991584522649646, "loss_cls": 0.30286111729219556, "loss_mask": 0.33193350303918123, "loss_rpn_cls": 0.07785910012898967, "loss_rpn_loc": 0.09613249299582094, "loss_sem_seg": 0.45638715429231524, "lr": 0.02, "mask_rcnn/accuracy": 0.8487458468095301, "mask_rcnn/false_negative": 0.12825830398304994, "mask_rcnn/false_positive": 0.18757219427120925, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5575522150002143, "total_loss": 1.5726159780169837} {"data_time": 0.012777295999967464, "eta_seconds": 147546.97189206688, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.5657225237449117, "fast_rcnn/fg_cls_accuracy": 0.3797175866495507, "iteration": 7379, "loss_box_reg": 0.26712369872257113, "loss_cls": 0.2987877856940031, "loss_mask": 0.32499407324939966, "loss_rpn_cls": 0.08404785871971399, "loss_rpn_loc": 0.09336115123005584, "loss_sem_seg": 0.46184082701802254, "lr": 0.02, "mask_rcnn/accuracy": 0.8476754672654374, "mask_rcnn/false_negative": 0.1216086043421857, "mask_rcnn/false_positive": 0.19548276191841524, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5626155199997811, "total_loss": 1.517461376846768} {"data_time": 0.013343477500256995, "eta_seconds": 147615.50412764706, "fast_rcnn/cls_accuracy": 0.91357421875, "fast_rcnn/false_negative": 0.4594155844155844, "fast_rcnn/fg_cls_accuracy": 0.48379848628193, "iteration": 7399, "loss_box_reg": 0.28197747096419334, "loss_cls": 0.33503270614892244, "loss_mask": 0.32719223387539387, "loss_rpn_cls": 0.07949340320192277, "loss_rpn_loc": 0.10262429097201675, "loss_sem_seg": 0.48827672423794866, "lr": 0.02, "mask_rcnn/accuracy": 0.8580834500967882, "mask_rcnn/false_negative": 0.11244627603329375, "mask_rcnn/false_positive": 0.17826423078223957, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.561047144999975, "total_loss": 1.709383991372306} {"data_time": 0.012509322999903816, "eta_seconds": 147727.2157676325, "fast_rcnn/cls_accuracy": 0.90380859375, "fast_rcnn/false_negative": 0.549917149958575, "fast_rcnn/fg_cls_accuracy": 0.41146881287726356, "iteration": 7419, "loss_box_reg": 0.3018249683082104, "loss_cls": 0.34745920076966286, "loss_mask": 0.33471279218792915, "loss_rpn_cls": 0.07900844293180853, "loss_rpn_loc": 0.11474421888124198, "loss_sem_seg": 0.5107857882976532, "lr": 0.02, "mask_rcnn/accuracy": 0.8497645568551448, "mask_rcnn/false_negative": 0.13845217758989434, "mask_rcnn/false_positive": 0.17303972782772492, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5766539924998142, "total_loss": 1.6727454518841114} {"data_time": 0.011721790000137844, "eta_seconds": 147715.9638327425, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.5313797218762972, "fast_rcnn/fg_cls_accuracy": 0.357505980861244, "iteration": 7439, "loss_box_reg": 0.2926877704448998, "loss_cls": 0.31934382347390056, "loss_mask": 0.3401503758504987, "loss_rpn_cls": 0.08151313220150769, "loss_rpn_loc": 0.09261934057576582, "loss_sem_seg": 0.5438581686466932, "lr": 0.02, "mask_rcnn/accuracy": 0.8533226290516207, "mask_rcnn/false_negative": 0.11990457332274428, "mask_rcnn/false_positive": 0.14339647279419004, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5583926220001558, "total_loss": 1.727674355264753} {"data_time": 0.013475988499521918, "eta_seconds": 147729.63845911127, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.5393162393162394, "fast_rcnn/fg_cls_accuracy": 0.3789351851851852, "iteration": 7459, "loss_box_reg": 0.2893827040679753, "loss_cls": 0.31565341679379344, "loss_mask": 0.33169532008469105, "loss_rpn_cls": 0.06860022398177534, "loss_rpn_loc": 0.08858178887749091, "loss_sem_seg": 0.4713609516620636, "lr": 0.02, "mask_rcnn/accuracy": 0.8611777210884354, "mask_rcnn/false_negative": 0.13572741172547115, "mask_rcnn/false_positive": 0.16045539418799537, "roi_head/num_bg_samples": 460.5, "roi_head/num_fg_samples": 51.5, "rpn/num_neg_anchors": 234.75, "rpn/num_pos_anchors": 21.25, "time": 0.568114294499992, "total_loss": 1.6314637889736332} {"data_time": 0.012525160999757645, "eta_seconds": 147793.36771120765, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.5905297532656023, "fast_rcnn/fg_cls_accuracy": 0.35800685078141725, "iteration": 7479, "loss_box_reg": 0.2737818837631494, "loss_cls": 0.30084696412086487, "loss_mask": 0.32935411110520363, "loss_rpn_cls": 0.06507686374243349, "loss_rpn_loc": 0.0922787509043701, "loss_sem_seg": 0.49354283325374126, "lr": 0.02, "mask_rcnn/accuracy": 0.8563084247304364, "mask_rcnn/false_negative": 0.09690890886668045, "mask_rcnn/false_positive": 0.175742556431498, "roi_head/num_bg_samples": 464.0, "roi_head/num_fg_samples": 48.0, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.5646765814994978, "total_loss": 1.5764026254182681} {"data_time": 0.013166652000109025, "eta_seconds": 147838.86914975988, "fast_rcnn/cls_accuracy": 0.89501953125, "fast_rcnn/false_negative": 0.5616013071895425, "fast_rcnn/fg_cls_accuracy": 0.4048109965635739, "iteration": 7499, "loss_box_reg": 0.2636903212405741, "loss_cls": 0.2987303757108748, "loss_mask": 0.3061811877414584, "loss_rpn_cls": 0.07190008240286261, "loss_rpn_loc": 0.08694235445000231, "loss_sem_seg": 0.5130678182467818, "lr": 0.02, "mask_rcnn/accuracy": 0.8530644185276894, "mask_rcnn/false_negative": 0.1117371715333938, "mask_rcnn/false_positive": 0.1888526018900549, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.5675372109999444, "total_loss": 1.5874880920164287} {"data_time": 0.013462709500345227, "eta_seconds": 147842.3261320229, "fast_rcnn/cls_accuracy": 0.89990234375, "fast_rcnn/false_negative": 0.5423202614379085, "fast_rcnn/fg_cls_accuracy": 0.3158681278869667, "iteration": 7519, "loss_box_reg": 0.2889066352508962, "loss_cls": 0.31929653603583574, "loss_mask": 0.34187367279082537, "loss_rpn_cls": 0.0766498688608408, "loss_rpn_loc": 0.10491719900164753, "loss_sem_seg": 0.495958061888814, "lr": 0.02, "mask_rcnn/accuracy": 0.8391228281853282, "mask_rcnn/false_negative": 0.12445730425809273, "mask_rcnn/false_positive": 0.2077525640568197, "roi_head/num_bg_samples": 455.5, "roi_head/num_fg_samples": 56.5, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5606205875001251, "total_loss": 1.6349267303012311} {"data_time": 0.012046423500123637, "eta_seconds": 147904.40927785798, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.4752840909090909, "fast_rcnn/fg_cls_accuracy": 0.4067178143712575, "iteration": 7539, "loss_box_reg": 0.27798869740217924, "loss_cls": 0.3135467590764165, "loss_mask": 0.31891720555722713, "loss_rpn_cls": 0.07180355582386255, "loss_rpn_loc": 0.08162601757794619, "loss_sem_seg": 0.5445054862648249, "lr": 0.02, "mask_rcnn/accuracy": 0.8771439262478247, "mask_rcnn/false_negative": 0.10571820979674583, "mask_rcnn/false_positive": 0.15855933452817583, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 234.5, "rpn/num_pos_anchors": 21.5, "time": 0.5623819615002503, "total_loss": 1.6787187465233728} {"data_time": 0.012995481500183814, "eta_seconds": 147858.60159160884, "fast_rcnn/cls_accuracy": 0.90380859375, "fast_rcnn/false_negative": 0.5772058823529411, "fast_rcnn/fg_cls_accuracy": 0.3703358208955224, "iteration": 7559, "loss_box_reg": 0.2813753834925592, "loss_cls": 0.3151260828599334, "loss_mask": 0.3277613902464509, "loss_rpn_cls": 0.07390075118746608, "loss_rpn_loc": 0.09619223233312368, "loss_sem_seg": 0.4952181661501527, "lr": 0.02, "mask_rcnn/accuracy": 0.8439723852445227, "mask_rcnn/false_negative": 0.12091265383991151, "mask_rcnn/false_positive": 0.16855518954905352, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.5609986029999163, "total_loss": 1.6424902004073374} {"data_time": 0.011781565499859425, "eta_seconds": 147808.5311542229, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.6333268406700429, "fast_rcnn/fg_cls_accuracy": 0.3436140018921476, "iteration": 7579, "loss_box_reg": 0.28097081976011395, "loss_cls": 0.3065407918766141, "loss_mask": 0.3320887889713049, "loss_rpn_cls": 0.07457927212817594, "loss_rpn_loc": 0.10446755908196792, "loss_sem_seg": 0.48473731940612197, "lr": 0.02, "mask_rcnn/accuracy": 0.8499361146267292, "mask_rcnn/false_negative": 0.12548957389482093, "mask_rcnn/false_positive": 0.17475354133389112, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5649281239998345, "total_loss": 1.6199606580776162} {"data_time": 0.012583618499775184, "eta_seconds": 147675.18790116455, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.5107250107250108, "fast_rcnn/fg_cls_accuracy": 0.36904761904761907, "iteration": 7599, "loss_box_reg": 0.252572710160166, "loss_cls": 0.29998324532061815, "loss_mask": 0.32885462883859873, "loss_rpn_cls": 0.08645235880976543, "loss_rpn_loc": 0.09014209092129022, "loss_sem_seg": 0.49950465094298124, "lr": 0.02, "mask_rcnn/accuracy": 0.8599956087687278, "mask_rcnn/false_negative": 0.11696877430770301, "mask_rcnn/false_positive": 0.17385331006958007, "roi_head/num_bg_samples": 465.75, "roi_head/num_fg_samples": 46.25, "rpn/num_neg_anchors": 235.0, "rpn/num_pos_anchors": 21.0, "time": 0.54445245099987, "total_loss": 1.612650475697592} {"data_time": 0.012280278499929409, "eta_seconds": 147639.60778903132, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.49803743961352653, "fast_rcnn/fg_cls_accuracy": 0.48977102102102105, "iteration": 7619, "loss_box_reg": 0.2578757191076875, "loss_cls": 0.3004170781932771, "loss_mask": 0.32381882425397635, "loss_rpn_cls": 0.07173471280839294, "loss_rpn_loc": 0.09348751720972359, "loss_sem_seg": 0.5041709849610925, "lr": 0.02, "mask_rcnn/accuracy": 0.8658739724796742, "mask_rcnn/false_negative": 0.12615659261731843, "mask_rcnn/false_positive": 0.14960261882248788, "roi_head/num_bg_samples": 473.25, "roi_head/num_fg_samples": 38.75, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.558118606500102, "total_loss": 1.5782325614709407} {"data_time": 0.011441660000400589, "eta_seconds": 147652.67652538454, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.5012578616352201, "fast_rcnn/fg_cls_accuracy": 0.475, "iteration": 7639, "loss_box_reg": 0.2713684788905084, "loss_cls": 0.29055074229836464, "loss_mask": 0.3062835158780217, "loss_rpn_cls": 0.05784570696414448, "loss_rpn_loc": 0.0789988933247514, "loss_sem_seg": 0.5032891989685595, "lr": 0.02, "mask_rcnn/accuracy": 0.8698428684188453, "mask_rcnn/false_negative": 0.10771198166769883, "mask_rcnn/false_positive": 0.15656804308929517, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5663072510001257, "total_loss": 1.51444355660351} {"data_time": 0.013072808499600796, "eta_seconds": 147779.60843458454, "fast_rcnn/cls_accuracy": 0.90283203125, "fast_rcnn/false_negative": 0.6295895462562129, "fast_rcnn/fg_cls_accuracy": 0.29333333333333333, "iteration": 7659, "loss_box_reg": 0.30116020049899817, "loss_cls": 0.3305405746214092, "loss_mask": 0.3438587440177798, "loss_rpn_cls": 0.0678291815565899, "loss_rpn_loc": 0.10282866330817342, "loss_sem_seg": 0.5215995954349637, "lr": 0.02, "mask_rcnn/accuracy": 0.8283171669830722, "mask_rcnn/false_negative": 0.1420931546339348, "mask_rcnn/false_positive": 0.18652484676685044, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.5681742399997347, "total_loss": 1.6759325059247203} {"data_time": 0.012196647000109806, "eta_seconds": 147768.34221173456, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.5601184024014008, "fast_rcnn/fg_cls_accuracy": 0.3182588075880759, "iteration": 7679, "loss_box_reg": 0.27683576941490173, "loss_cls": 0.29639643942937255, "loss_mask": 0.33096496388316154, "loss_rpn_cls": 0.07296586420852691, "loss_rpn_loc": 0.08750043425243348, "loss_sem_seg": 0.5490730181336403, "lr": 0.02, "mask_rcnn/accuracy": 0.8788114910143161, "mask_rcnn/false_negative": 0.09962543671889243, "mask_rcnn/false_positive": 0.13033529591684642, "roi_head/num_bg_samples": 462.0, "roi_head/num_fg_samples": 50.0, "rpn/num_neg_anchors": 236.25, "rpn/num_pos_anchors": 19.75, "time": 0.5644443565001893, "total_loss": 1.61437653680332} {"data_time": 0.012658341499900416, "eta_seconds": 147836.98034908646, "fast_rcnn/cls_accuracy": 0.90283203125, "fast_rcnn/false_negative": 0.5010969723562966, "fast_rcnn/fg_cls_accuracy": 0.40639653189418734, "iteration": 7699, "loss_box_reg": 0.2922244016081095, "loss_cls": 0.3142850873991847, "loss_mask": 0.3401335570961237, "loss_rpn_cls": 0.07052512024529278, "loss_rpn_loc": 0.09468968224246055, "loss_sem_seg": 0.4608613853342831, "lr": 0.02, "mask_rcnn/accuracy": 0.8669645652724927, "mask_rcnn/false_negative": 0.12072604040008003, "mask_rcnn/false_positive": 0.1517608973204932, "roi_head/num_bg_samples": 458.5, "roi_head/num_fg_samples": 53.5, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.5660693995000656, "total_loss": 1.6051180651411414} {"data_time": 0.013304651999987982, "eta_seconds": 147745.80976603457, "fast_rcnn/cls_accuracy": 0.9091796875, "fast_rcnn/false_negative": 0.6610644257703081, "fast_rcnn/fg_cls_accuracy": 0.23760894676047464, "iteration": 7719, "loss_box_reg": 0.27735827304422855, "loss_cls": 0.3141342834569514, "loss_mask": 0.33049397729337215, "loss_rpn_cls": 0.07743190508335829, "loss_rpn_loc": 0.1108206000062637, "loss_sem_seg": 0.4977468717843294, "lr": 0.02, "mask_rcnn/accuracy": 0.8533391548108605, "mask_rcnn/false_negative": 0.1169195563875962, "mask_rcnn/false_positive": 0.14318874492940042, "roi_head/num_bg_samples": 455.5, "roi_head/num_fg_samples": 56.5, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.558783967999716, "total_loss": 1.6677226355532184} {"data_time": 0.012201499000184413, "eta_seconds": 147659.3829500657, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.5455938697318008, "fast_rcnn/fg_cls_accuracy": 0.39941520467836256, "iteration": 7739, "loss_box_reg": 0.26651583798229694, "loss_cls": 0.2925789300352335, "loss_mask": 0.33023793529719114, "loss_rpn_cls": 0.06278861933969893, "loss_rpn_loc": 0.08801868581213057, "loss_sem_seg": 0.4693456348031759, "lr": 0.02, "mask_rcnn/accuracy": 0.8727924702079964, "mask_rcnn/false_negative": 0.11744533756040033, "mask_rcnn/false_positive": 0.14504160030603186, "roi_head/num_bg_samples": 470.5, "roi_head/num_fg_samples": 41.5, "rpn/num_neg_anchors": 238.5, "rpn/num_pos_anchors": 17.5, "time": 0.5540579554999567, "total_loss": 1.53091559218592} {"data_time": 0.01184738450047007, "eta_seconds": 147692.43882766992, "fast_rcnn/cls_accuracy": 0.90478515625, "fast_rcnn/false_negative": 0.5893496267512015, "fast_rcnn/fg_cls_accuracy": 0.3824760765550239, "iteration": 7759, "loss_box_reg": 0.29171606968156993, "loss_cls": 0.3254877161234617, "loss_mask": 0.3202317841351032, "loss_rpn_cls": 0.07498178532114252, "loss_rpn_loc": 0.09251716651488096, "loss_sem_seg": 0.5452395053580403, "lr": 0.02, "mask_rcnn/accuracy": 0.865101515656068, "mask_rcnn/false_negative": 0.11947630740291407, "mask_rcnn/false_positive": 0.14606368071863224, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5739584474999901, "total_loss": 1.6596801906707697} {"data_time": 0.01305911399958859, "eta_seconds": 147746.21926911254, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.6465765247410817, "fast_rcnn/fg_cls_accuracy": 0.287557781201849, "iteration": 7779, "loss_box_reg": 0.25780594162642956, "loss_cls": 0.30109169986099005, "loss_mask": 0.3245589900761843, "loss_rpn_cls": 0.07804363244213164, "loss_rpn_loc": 0.08848036255221814, "loss_sem_seg": 0.48772419802844524, "lr": 0.02, "mask_rcnn/accuracy": 0.841312917710944, "mask_rcnn/false_negative": 0.10674988263476723, "mask_rcnn/false_positive": 0.19193564492851697, "roi_head/num_bg_samples": 463.0, "roi_head/num_fg_samples": 49.0, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.560702744000082, "total_loss": 1.5552725155139342} {"data_time": 0.013028032000420353, "eta_seconds": 147838.16022353494, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.4936507936507936, "fast_rcnn/fg_cls_accuracy": 0.43070362473347545, "iteration": 7799, "loss_box_reg": 0.30892443656921387, "loss_cls": 0.3372757975012064, "loss_mask": 0.32580585312098265, "loss_rpn_cls": 0.07240619789808989, "loss_rpn_loc": 0.09689774212893099, "loss_sem_seg": 0.4890026291832328, "lr": 0.02, "mask_rcnn/accuracy": 0.8515897532605334, "mask_rcnn/false_negative": 0.10584453796153898, "mask_rcnn/false_positive": 0.16759271279867616, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5697326180002165, "total_loss": 1.6571954700630158} {"data_time": 0.01250000749996616, "eta_seconds": 147849.07556751612, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.5225741239892183, "fast_rcnn/fg_cls_accuracy": 0.44689592209373097, "iteration": 7819, "loss_box_reg": 0.28642835188657045, "loss_cls": 0.2970793480053544, "loss_mask": 0.33444730658084154, "loss_rpn_cls": 0.07548713916912675, "loss_rpn_loc": 0.09122733783442527, "loss_sem_seg": 0.49353635776787996, "lr": 0.02, "mask_rcnn/accuracy": 0.8658686237386765, "mask_rcnn/false_negative": 0.10646968921527956, "mask_rcnn/false_positive": 0.1702039450892823, "roi_head/num_bg_samples": 463.25, "roi_head/num_fg_samples": 48.75, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.564970472999903, "total_loss": 1.5657259731960949} {"data_time": 0.011955900499742711, "eta_seconds": 147837.79717010612, "fast_rcnn/cls_accuracy": 0.89990234375, "fast_rcnn/false_negative": 0.5474761869046727, "fast_rcnn/fg_cls_accuracy": 0.4433927921368766, "iteration": 7839, "loss_box_reg": 0.3034562482498586, "loss_cls": 0.33242199569940567, "loss_mask": 0.3287260290235281, "loss_rpn_cls": 0.08767380740027875, "loss_rpn_loc": 0.10621731251012534, "loss_sem_seg": 0.47216726560145617, "lr": 0.02, "mask_rcnn/accuracy": 0.8523845225112946, "mask_rcnn/false_negative": 0.12843299937300867, "mask_rcnn/false_positive": 0.17333999381422938, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 193.25, "rpn/num_pos_anchors": 62.75, "time": 0.5608206460001384, "total_loss": 1.6833333220565692} {"data_time": 0.01308309249998274, "eta_seconds": 147840.63008488266, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.546578947368421, "fast_rcnn/fg_cls_accuracy": 0.3776352966746359, "iteration": 7859, "loss_box_reg": 0.25855172937735915, "loss_cls": 0.29761635791510344, "loss_mask": 0.3136559724807739, "loss_rpn_cls": 0.0706162573187612, "loss_rpn_loc": 0.09914899140130728, "loss_sem_seg": 0.465267778839916, "lr": 0.02, "mask_rcnn/accuracy": 0.8716794217687074, "mask_rcnn/false_negative": 0.10261231503573949, "mask_rcnn/false_positive": 0.14457704061323606, "roi_head/num_bg_samples": 457.75, "roi_head/num_fg_samples": 54.25, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5600228080002125, "total_loss": 1.5332440906204283} {"data_time": 0.012593624999681197, "eta_seconds": 147875.11680640315, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.5074257425742574, "fast_rcnn/fg_cls_accuracy": 0.49257425742574257, "iteration": 7879, "loss_box_reg": 0.289373230189085, "loss_cls": 0.31930719688534737, "loss_mask": 0.3211592976003885, "loss_rpn_cls": 0.075388609606307, "loss_rpn_loc": 0.08877269184449688, "loss_sem_seg": 0.4674202515743673, "lr": 0.02, "mask_rcnn/accuracy": 0.8567593481072348, "mask_rcnn/false_negative": 0.13774738688968222, "mask_rcnn/false_positive": 0.1738060142196055, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.5632236280002871, "total_loss": 1.6174181664246134} {"data_time": 0.012402147499869898, "eta_seconds": 147832.97328236143, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.4393877551020408, "fast_rcnn/fg_cls_accuracy": 0.4584419817470665, "iteration": 7899, "loss_box_reg": 0.2737242691218853, "loss_cls": 0.30719157541170716, "loss_mask": 0.31615253165364265, "loss_rpn_cls": 0.07507722033187747, "loss_rpn_loc": 0.10200299292046111, "loss_sem_seg": 0.4512878078967333, "lr": 0.02, "mask_rcnn/accuracy": 0.8520955167565971, "mask_rcnn/false_negative": 0.10639891435301083, "mask_rcnn/false_positive": 0.13709335829379293, "roi_head/num_bg_samples": 458.25, "roi_head/num_fg_samples": 53.75, "rpn/num_neg_anchors": 241.0, "rpn/num_pos_anchors": 15.0, "time": 0.5569719850000183, "total_loss": 1.5283375912113115} {"data_time": 0.012706057500054158, "eta_seconds": 147791.22116845826, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.5572277227722773, "fast_rcnn/fg_cls_accuracy": 0.33536633663366333, "iteration": 7919, "loss_box_reg": 0.2775033190846443, "loss_cls": 0.3165836539119482, "loss_mask": 0.3260855283588171, "loss_rpn_cls": 0.09006830700673163, "loss_rpn_loc": 0.10359876521397382, "loss_sem_seg": 0.5435107406228781, "lr": 0.02, "mask_rcnn/accuracy": 0.8545294784580499, "mask_rcnn/false_negative": 0.10749378341423228, "mask_rcnn/false_positive": 0.17041847603984017, "roi_head/num_bg_samples": 458.25, "roi_head/num_fg_samples": 53.75, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5558822079997299, "total_loss": 1.677528903062921} {"data_time": 0.011869386000398663, "eta_seconds": 147765.1501943767, "fast_rcnn/cls_accuracy": 0.8955078125, "fast_rcnn/false_negative": 0.5765704584040747, "fast_rcnn/fg_cls_accuracy": 0.38497124281070266, "iteration": 7939, "loss_box_reg": 0.27660306822508574, "loss_cls": 0.31639230716973543, "loss_mask": 0.3143673883751035, "loss_rpn_cls": 0.07101093503297307, "loss_rpn_loc": 0.08541845018044114, "loss_sem_seg": 0.4827658040449023, "lr": 0.02, "mask_rcnn/accuracy": 0.8480864788975324, "mask_rcnn/false_negative": 0.11470131687039707, "mask_rcnn/false_positive": 0.17557082101552873, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5603497509996487, "total_loss": 1.5592697644460713} {"data_time": 0.012460662999728811, "eta_seconds": 147735.11090204748, "fast_rcnn/cls_accuracy": 0.9130859375, "fast_rcnn/false_negative": 0.4782608695652174, "fast_rcnn/fg_cls_accuracy": 0.4392206335856462, "iteration": 7959, "loss_box_reg": 0.26194747746922076, "loss_cls": 0.3018945404328406, "loss_mask": 0.3066634740680456, "loss_rpn_cls": 0.07792147120926529, "loss_rpn_loc": 0.08953931700671092, "loss_sem_seg": 0.5162284802645445, "lr": 0.02, "mask_rcnn/accuracy": 0.8644848540761974, "mask_rcnn/false_negative": 0.09891522375128387, "mask_rcnn/false_positive": 0.1542093666929556, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.56625280749995, "total_loss": 1.5764407037058845} {"data_time": 0.012414963499850273, "eta_seconds": 147742.5958806567, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.6535845588235294, "fast_rcnn/fg_cls_accuracy": 0.32131249032657483, "iteration": 7979, "loss_box_reg": 0.28523294255137444, "loss_cls": 0.3080764594487846, "loss_mask": 0.33798959013074636, "loss_rpn_cls": 0.08082390227355063, "loss_rpn_loc": 0.09088420457555912, "loss_sem_seg": 0.4879103610292077, "lr": 0.02, "mask_rcnn/accuracy": 0.8617982876911447, "mask_rcnn/false_negative": 0.11448506307604416, "mask_rcnn/false_positive": 0.16336110182650992, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5750531560001946, "total_loss": 1.6044980367296375} {"data_time": 0.012750023500302632, "eta_seconds": 147753.4897724269, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.5232019442545759, "fast_rcnn/fg_cls_accuracy": 0.35357142857142854, "iteration": 7999, "loss_box_reg": 0.28827384882606566, "loss_cls": 0.3092274428345263, "loss_mask": 0.328316462226212, "loss_rpn_cls": 0.07525018195156008, "loss_rpn_loc": 0.11810081481235102, "loss_sem_seg": 0.5242114630527794, "lr": 0.02, "mask_rcnn/accuracy": 0.8503654437965662, "mask_rcnn/false_negative": 0.12308158507755262, "mask_rcnn/false_positive": 0.18240359817475466, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5544839814997431, "total_loss": 1.654005189484451} {"data_time": 0.011723402499683289, "eta_seconds": 147775.79623239778, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.5177224736048265, "fast_rcnn/fg_cls_accuracy": 0.3721719457013575, "iteration": 8019, "loss_box_reg": 0.25941609404981136, "loss_cls": 0.2743147388100624, "loss_mask": 0.32501519564539194, "loss_rpn_cls": 0.05347599569358863, "loss_rpn_loc": 0.07426304614637047, "loss_sem_seg": 0.4905433412641287, "lr": 0.02, "mask_rcnn/accuracy": 0.8680743130585568, "mask_rcnn/false_negative": 0.12071001258753541, "mask_rcnn/false_positive": 0.1589372653205641, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.5642654359999142, "total_loss": 1.4422682074364275} {"data_time": 0.012267498500023066, "eta_seconds": 147764.5148191478, "fast_rcnn/cls_accuracy": 0.90966796875, "fast_rcnn/false_negative": 0.5696568526726744, "fast_rcnn/fg_cls_accuracy": 0.34949894841024376, "iteration": 8039, "loss_box_reg": 0.26674659829586744, "loss_cls": 0.2981435959227383, "loss_mask": 0.32865543384104967, "loss_rpn_cls": 0.07767014123965055, "loss_rpn_loc": 0.09733392117777839, "loss_sem_seg": 0.4791373792104423, "lr": 0.02, "mask_rcnn/accuracy": 0.8569354179724987, "mask_rcnn/false_negative": 0.1070719806392526, "mask_rcnn/false_positive": 0.18438121186524123, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.563638222499776, "total_loss": 1.6526066230144352} {"data_time": 0.011992323999493237, "eta_seconds": 147773.57011222318, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.5846370683579987, "fast_rcnn/fg_cls_accuracy": 0.3622798763274634, "iteration": 8059, "loss_box_reg": 0.2706648102030158, "loss_cls": 0.30644608847796917, "loss_mask": 0.3191804364323616, "loss_rpn_cls": 0.06506382729276083, "loss_rpn_loc": 0.0814431676408276, "loss_sem_seg": 0.4979778453707695, "lr": 0.02, "mask_rcnn/accuracy": 0.8467750030887077, "mask_rcnn/false_negative": 0.13505187490124693, "mask_rcnn/false_positive": 0.19657945008747632, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.5583353674996943, "total_loss": 1.550789104658179} {"data_time": 0.01269876549986293, "eta_seconds": 147837.28468857045, "fast_rcnn/cls_accuracy": 0.9013671875, "fast_rcnn/false_negative": 0.5977801268498943, "fast_rcnn/fg_cls_accuracy": 0.351561269181082, "iteration": 8079, "loss_box_reg": 0.29282438149675727, "loss_cls": 0.3082242179661989, "loss_mask": 0.3459401084110141, "loss_rpn_cls": 0.07284364389488474, "loss_rpn_loc": 0.10298635205253959, "loss_sem_seg": 0.4853973910212517, "lr": 0.02, "mask_rcnn/accuracy": 0.864181783824641, "mask_rcnn/false_negative": 0.11164591399884517, "mask_rcnn/false_positive": 0.17755379337372282, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.5781318465001277, "total_loss": 1.6344326402177103} {"data_time": 0.012412154000230657, "eta_seconds": 147771.4623149467, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.5227029914529915, "fast_rcnn/fg_cls_accuracy": 0.47729700854700857, "iteration": 8099, "loss_box_reg": 0.26781303714960814, "loss_cls": 0.30401907302439213, "loss_mask": 0.32474055606871843, "loss_rpn_cls": 0.07941418560221791, "loss_rpn_loc": 0.10570773942163214, "loss_sem_seg": 0.4800749756395817, "lr": 0.02, "mask_rcnn/accuracy": 0.8426090726542534, "mask_rcnn/false_negative": 0.13291592694809035, "mask_rcnn/false_positive": 0.15349679918547965, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5537494420000257, "total_loss": 1.5149669778620591} {"data_time": 0.01238635899971996, "eta_seconds": 147814.70730307046, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.5327306860384442, "fast_rcnn/fg_cls_accuracy": 0.41084534558318814, "iteration": 8119, "loss_box_reg": 0.2992646712809801, "loss_cls": 0.3091370230540633, "loss_mask": 0.3170864125713706, "loss_rpn_cls": 0.08783531957305968, "loss_rpn_loc": 0.10365936858579516, "loss_sem_seg": 0.4905767124146223, "lr": 0.02, "mask_rcnn/accuracy": 0.8575913357745202, "mask_rcnn/false_negative": 0.12619255128408124, "mask_rcnn/false_positive": 0.15384105461645442, "roi_head/num_bg_samples": 459.5, "roi_head/num_fg_samples": 52.5, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5552634250002484, "total_loss": 1.6231838928797515} {"data_time": 0.013079465499686194, "eta_seconds": 147690.88751171352, "fast_rcnn/cls_accuracy": 0.8994140625, "fast_rcnn/false_negative": 0.5916291676534828, "fast_rcnn/fg_cls_accuracy": 0.32019761029411764, "iteration": 8139, "loss_box_reg": 0.2618986521847546, "loss_cls": 0.2839073510840535, "loss_mask": 0.334420352242887, "loss_rpn_cls": 0.06823212344897911, "loss_rpn_loc": 0.11305665847612545, "loss_sem_seg": 0.4646933334879577, "lr": 0.02, "mask_rcnn/accuracy": 0.8247501263086403, "mask_rcnn/false_negative": 0.1465861277284186, "mask_rcnn/false_positive": 0.188489146847508, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.5623293415001172, "total_loss": 1.512711558083538} {"data_time": 0.01329386049974346, "eta_seconds": 147616.3687536571, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.5778072502210434, "fast_rcnn/fg_cls_accuracy": 0.33615819209039544, "iteration": 8159, "loss_box_reg": 0.27942744735628366, "loss_cls": 0.2988411085680127, "loss_mask": 0.324858196079731, "loss_rpn_cls": 0.08190093329176307, "loss_rpn_loc": 0.11092157702660188, "loss_sem_seg": 0.5157703068107367, "lr": 0.02, "mask_rcnn/accuracy": 0.8573468202612056, "mask_rcnn/false_negative": 0.10496962119766787, "mask_rcnn/false_positive": 0.16139663846531316, "roi_head/num_bg_samples": 457.25, "roi_head/num_fg_samples": 54.75, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5502960389999316, "total_loss": 1.5677100482862443} {"data_time": 0.012467485000343004, "eta_seconds": 147635.7400266475, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.4890844042056075, "fast_rcnn/fg_cls_accuracy": 0.483547404661017, "iteration": 8179, "loss_box_reg": 0.29857012582942843, "loss_cls": 0.3235479835420847, "loss_mask": 0.3147475542500615, "loss_rpn_cls": 0.07666341168805957, "loss_rpn_loc": 0.1125516670581419, "loss_sem_seg": 0.4760092608630657, "lr": 0.02, "mask_rcnn/accuracy": 0.853326757104711, "mask_rcnn/false_negative": 0.13172356044031677, "mask_rcnn/false_positive": 0.16806287153474397, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5707270744997004, "total_loss": 1.6190788426320069} {"data_time": 0.012008723000235477, "eta_seconds": 147593.8182182171, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.49257425742574257, "fast_rcnn/fg_cls_accuracy": 0.4422957920792079, "iteration": 8199, "loss_box_reg": 0.27271675830706954, "loss_cls": 0.2994353976100683, "loss_mask": 0.31464201770722866, "loss_rpn_cls": 0.07412706525065005, "loss_rpn_loc": 0.08569363178685308, "loss_sem_seg": 0.47504692152142525, "lr": 0.02, "mask_rcnn/accuracy": 0.8550751355229591, "mask_rcnn/false_negative": 0.13196462687763405, "mask_rcnn/false_positive": 0.16108895561595904, "roi_head/num_bg_samples": 459.25, "roi_head/num_fg_samples": 52.75, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5613326229999984, "total_loss": 1.5155802067019977} {"data_time": 0.013165829500394466, "eta_seconds": 147629.42243012693, "fast_rcnn/cls_accuracy": 0.90283203125, "fast_rcnn/false_negative": 0.6663157894736842, "fast_rcnn/fg_cls_accuracy": 0.3129072681704261, "iteration": 8219, "loss_box_reg": 0.31193104200065136, "loss_cls": 0.32754100766032934, "loss_mask": 0.32666655629873276, "loss_rpn_cls": 0.07275457261130214, "loss_rpn_loc": 0.09863130265148357, "loss_sem_seg": 0.477411269210279, "lr": 0.02, "mask_rcnn/accuracy": 0.847851992782288, "mask_rcnn/false_negative": 0.09874241008765461, "mask_rcnn/false_positive": 0.18964290704401474, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.5804648515004374, "total_loss": 1.6245489691500552} {"data_time": 0.012381842500417406, "eta_seconds": 147672.06098076608, "fast_rcnn/cls_accuracy": 0.9013671875, "fast_rcnn/false_negative": 0.5587204206836108, "fast_rcnn/fg_cls_accuracy": 0.3676282733659783, "iteration": 8239, "loss_box_reg": 0.2804032703861594, "loss_cls": 0.3205366088077426, "loss_mask": 0.3186464477330446, "loss_rpn_cls": 0.07192192948423326, "loss_rpn_loc": 0.09367066086269915, "loss_sem_seg": 0.4479193249717355, "lr": 0.02, "mask_rcnn/accuracy": 0.8429729034470932, "mask_rcnn/false_negative": 0.12961008424968135, "mask_rcnn/false_positive": 0.17353609580693113, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5682990934997179, "total_loss": 1.5716551385703497} {"data_time": 0.012792448500022147, "eta_seconds": 147660.77801187607, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.5649184149184149, "fast_rcnn/fg_cls_accuracy": 0.3539417104634496, "iteration": 8259, "loss_box_reg": 0.27399482671171427, "loss_cls": 0.3014449840411544, "loss_mask": 0.3332235850393772, "loss_rpn_cls": 0.07363737572450191, "loss_rpn_loc": 0.10435951093677431, "loss_sem_seg": 0.46636454202234745, "lr": 0.02, "mask_rcnn/accuracy": 0.834183998375757, "mask_rcnn/false_negative": 0.12195484456098463, "mask_rcnn/false_positive": 0.2013332276917313, "roi_head/num_bg_samples": 463.75, "roi_head/num_fg_samples": 48.25, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5655012460001672, "total_loss": 1.5373199508467223} {"data_time": 0.011306695500024944, "eta_seconds": 147631.50591170628, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.529960429621255, "fast_rcnn/fg_cls_accuracy": 0.4028585884138629, "iteration": 8279, "loss_box_reg": 0.26400495786219835, "loss_cls": 0.3078898396342993, "loss_mask": 0.3225557915866375, "loss_rpn_cls": 0.07316622603684664, "loss_rpn_loc": 0.07612322876229882, "loss_sem_seg": 0.49130016658455133, "lr": 0.02, "mask_rcnn/accuracy": 0.8666026479241582, "mask_rcnn/false_negative": 0.09496757804820216, "mask_rcnn/false_positive": 0.15913393310989046, "roi_head/num_bg_samples": 467.25, "roi_head/num_fg_samples": 44.75, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5669868995000797, "total_loss": 1.588402956025675} {"data_time": 0.013102874499963946, "eta_seconds": 147576.63029581416, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.5907779940875333, "fast_rcnn/fg_cls_accuracy": 0.3777029065674344, "iteration": 8299, "loss_box_reg": 0.29615332279354334, "loss_cls": 0.30825576931238174, "loss_mask": 0.32769135013222694, "loss_rpn_cls": 0.0693555879406631, "loss_rpn_loc": 0.08878498105332255, "loss_sem_seg": 0.4823816604912281, "lr": 0.02, "mask_rcnn/accuracy": 0.8656629318394025, "mask_rcnn/false_negative": 0.12566358187158594, "mask_rcnn/false_positive": 0.14550226960270535, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5474802584999452, "total_loss": 1.573371984588448} {"data_time": 0.012552370500543475, "eta_seconds": 147565.35203319415, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.46073521073521073, "fast_rcnn/fg_cls_accuracy": 0.46017699115044247, "iteration": 8319, "loss_box_reg": 0.2635469916276634, "loss_cls": 0.2908919625915587, "loss_mask": 0.31734286434948444, "loss_rpn_cls": 0.06867675576359034, "loss_rpn_loc": 0.10141900232702028, "loss_sem_seg": 0.4698227713815868, "lr": 0.02, "mask_rcnn/accuracy": 0.8780933284330681, "mask_rcnn/false_negative": 0.10589746748376809, "mask_rcnn/false_positive": 0.12636102767762214, "roi_head/num_bg_samples": 458.5, "roi_head/num_fg_samples": 53.5, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.570264859999952, "total_loss": 1.562343000616238} {"data_time": 0.012530379500276467, "eta_seconds": 147520.87212970736, "fast_rcnn/cls_accuracy": 0.91015625, "fast_rcnn/false_negative": 0.46906444016270604, "fast_rcnn/fg_cls_accuracy": 0.3971631205673759, "iteration": 8339, "loss_box_reg": 0.2639146982692182, "loss_cls": 0.312525553163141, "loss_mask": 0.3140038149431348, "loss_rpn_cls": 0.07590462686493993, "loss_rpn_loc": 0.09794039491680451, "loss_sem_seg": 0.4944800091907382, "lr": 0.02, "mask_rcnn/accuracy": 0.8560223251629865, "mask_rcnn/false_negative": 0.11247370356224481, "mask_rcnn/false_positive": 0.1679559728780701, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5630635544998768, "total_loss": 1.5451782459858805} {"data_time": 0.011934093499803566, "eta_seconds": 147515.51380846923, "fast_rcnn/cls_accuracy": 0.9091796875, "fast_rcnn/false_negative": 0.5094903523489933, "fast_rcnn/fg_cls_accuracy": 0.4764254385964912, "iteration": 8359, "loss_box_reg": 0.25988045474514365, "loss_cls": 0.2676233700476587, "loss_mask": 0.325006109662354, "loss_rpn_cls": 0.07048188440967351, "loss_rpn_loc": 0.09453911083983257, "loss_sem_seg": 0.45913264993578196, "lr": 0.02, "mask_rcnn/accuracy": 0.8442532991719853, "mask_rcnn/false_negative": 0.11356327801238036, "mask_rcnn/false_positive": 0.1875988132489707, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5635929125000985, "total_loss": 1.538518002256751} {"data_time": 0.011556916999779787, "eta_seconds": 147504.23763127922, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.5767414860681115, "fast_rcnn/fg_cls_accuracy": 0.36816762103071315, "iteration": 8379, "loss_box_reg": 0.2856781636364758, "loss_cls": 0.3161059729754925, "loss_mask": 0.3128386605530977, "loss_rpn_cls": 0.08069367602001876, "loss_rpn_loc": 0.111553227994591, "loss_sem_seg": 0.4379732967354357, "lr": 0.02, "mask_rcnn/accuracy": 0.8591992835338322, "mask_rcnn/false_negative": 0.10757758721181152, "mask_rcnn/false_positive": 0.16941868659527146, "roi_head/num_bg_samples": 456.25, "roi_head/num_fg_samples": 55.75, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5654338399999688, "total_loss": 1.577696866937913} {"data_time": 0.012874894999640674, "eta_seconds": 147505.4722602926, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.5153826755768502, "fast_rcnn/fg_cls_accuracy": 0.42666157372039726, "iteration": 8399, "loss_box_reg": 0.2655352372676134, "loss_cls": 0.3061568960547447, "loss_mask": 0.33212575502693653, "loss_rpn_cls": 0.07118728919886053, "loss_rpn_loc": 0.10576753783971071, "loss_sem_seg": 0.5538387559354305, "lr": 0.02, "mask_rcnn/accuracy": 0.8557728560174069, "mask_rcnn/false_negative": 0.12223680758978292, "mask_rcnn/false_positive": 0.15402562943474296, "roi_head/num_bg_samples": 462.5, "roi_head/num_fg_samples": 49.5, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5649524655000278, "total_loss": 1.6169820862996858} {"data_time": 0.012863811499755684, "eta_seconds": 147481.68527689922, "fast_rcnn/cls_accuracy": 0.90771484375, "fast_rcnn/false_negative": 0.5816365007541477, "fast_rcnn/fg_cls_accuracy": 0.3572649572649573, "iteration": 8419, "loss_box_reg": 0.2767001767642796, "loss_cls": 0.2946570049971342, "loss_mask": 0.3087236499413848, "loss_rpn_cls": 0.07110934250522405, "loss_rpn_loc": 0.08972430985886604, "loss_sem_seg": 0.477744129486382, "lr": 0.02, "mask_rcnn/accuracy": 0.8327324350792948, "mask_rcnn/false_negative": 0.12018704833591987, "mask_rcnn/false_positive": 0.2164256446827824, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5669689459996334, "total_loss": 1.4981616554432549} {"data_time": 0.012515664000147808, "eta_seconds": 147478.0664287269, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.5252161906838166, "fast_rcnn/fg_cls_accuracy": 0.451747692754887, "iteration": 8439, "loss_box_reg": 0.276410055346787, "loss_cls": 0.29576869681477547, "loss_mask": 0.3235102752223611, "loss_rpn_cls": 0.0693093283334747, "loss_rpn_loc": 0.09035869725630619, "loss_sem_seg": 0.47784070391207933, "lr": 0.02, "mask_rcnn/accuracy": 0.8493936106989427, "mask_rcnn/false_negative": 0.11543437613786765, "mask_rcnn/false_positive": 0.15189270095183988, "roi_head/num_bg_samples": 462.25, "roi_head/num_fg_samples": 49.75, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5642631394998716, "total_loss": 1.6072868767078035} {"data_time": 0.011857171999963612, "eta_seconds": 147453.21778054733, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.5130004498425551, "fast_rcnn/fg_cls_accuracy": 0.41800766283524904, "iteration": 8459, "loss_box_reg": 0.2742284508422017, "loss_cls": 0.2972570792771876, "loss_mask": 0.31013706140220165, "loss_rpn_cls": 0.07423428783658892, "loss_rpn_loc": 0.10936481721000746, "loss_sem_seg": 0.47912498470395803, "lr": 0.02, "mask_rcnn/accuracy": 0.8554021922248524, "mask_rcnn/false_negative": 0.11979943541168404, "mask_rcnn/false_positive": 0.15822715857767078, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5754660805005187, "total_loss": 1.549666466191411} {"data_time": 0.012860393999744701, "eta_seconds": 147447.85674532922, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.535981514084507, "fast_rcnn/fg_cls_accuracy": 0.4159090909090909, "iteration": 8479, "loss_box_reg": 0.2983536310493946, "loss_cls": 0.3037443549837917, "loss_mask": 0.32688224595040083, "loss_rpn_cls": 0.07240248646121472, "loss_rpn_loc": 0.09371865476714447, "loss_sem_seg": 0.4928589309565723, "lr": 0.02, "mask_rcnn/accuracy": 0.8496866449093603, "mask_rcnn/false_negative": 0.11900195905715326, "mask_rcnn/false_positive": 0.18848836394955723, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5746329200005675, "total_loss": 1.6675411438918673} {"data_time": 0.013189073499688675, "eta_seconds": 147430.6663308273, "fast_rcnn/cls_accuracy": 0.90966796875, "fast_rcnn/false_negative": 0.5784774436090225, "fast_rcnn/fg_cls_accuracy": 0.34833164812942363, "iteration": 8499, "loss_box_reg": 0.2995083932764828, "loss_cls": 0.33344254549592733, "loss_mask": 0.3208048613741994, "loss_rpn_cls": 0.08070352580398321, "loss_rpn_loc": 0.09806990879587829, "loss_sem_seg": 0.5309961158782244, "lr": 0.02, "mask_rcnn/accuracy": 0.8651856427531214, "mask_rcnn/false_negative": 0.11997215173698579, "mask_rcnn/false_positive": 0.15548950695503444, "roi_head/num_bg_samples": 463.0, "roi_head/num_fg_samples": 49.0, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.5707607610002015, "total_loss": 1.678021388972411} {"data_time": 0.011997823500223603, "eta_seconds": 147441.50810702355, "fast_rcnn/cls_accuracy": 0.873046875, "fast_rcnn/false_negative": 0.546048404369244, "fast_rcnn/fg_cls_accuracy": 0.4156671664167916, "iteration": 8519, "loss_box_reg": 0.2656476264819503, "loss_cls": 0.2886718693189323, "loss_mask": 0.3187985923141241, "loss_rpn_cls": 0.06901173410005867, "loss_rpn_loc": 0.08369045751169324, "loss_sem_seg": 0.5083064008504152, "lr": 0.02, "mask_rcnn/accuracy": 0.8473816927228122, "mask_rcnn/false_negative": 0.13031702973938458, "mask_rcnn/false_positive": 0.15900223105900022, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5724716379995698, "total_loss": 1.5234613867360167} {"data_time": 0.012969010000233538, "eta_seconds": 147421.6826152269, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.5309847692128822, "fast_rcnn/fg_cls_accuracy": 0.41500000000000004, "iteration": 8539, "loss_box_reg": 0.24947721743956208, "loss_cls": 0.2885167868807912, "loss_mask": 0.3275283966213465, "loss_rpn_cls": 0.07733281014952809, "loss_rpn_loc": 0.10664660489419475, "loss_sem_seg": 0.4606671826913953, "lr": 0.02, "mask_rcnn/accuracy": 0.8775665333701048, "mask_rcnn/false_negative": 0.10177784923017033, "mask_rcnn/false_positive": 0.15591736736839473, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5560002925003573, "total_loss": 1.5315467569744214} {"data_time": 0.012345281999841973, "eta_seconds": 147410.4058525269, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.47972667209702236, "fast_rcnn/fg_cls_accuracy": 0.40181370353784146, "iteration": 8559, "loss_box_reg": 0.29688158142380416, "loss_cls": 0.33267056196928024, "loss_mask": 0.3217543177306652, "loss_rpn_cls": 0.0754608990973793, "loss_rpn_loc": 0.08985797734931111, "loss_sem_seg": 0.5197623055428267, "lr": 0.02, "mask_rcnn/accuracy": 0.8551565722572056, "mask_rcnn/false_negative": 0.11725145228019612, "mask_rcnn/false_positive": 0.15059926263497087, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5614755534998039, "total_loss": 1.6063715846976265} {"data_time": 0.01205976749997717, "eta_seconds": 147281.33853842234, "fast_rcnn/cls_accuracy": 0.90283203125, "fast_rcnn/false_negative": 0.5, "fast_rcnn/fg_cls_accuracy": 0.4696635636126082, "iteration": 8579, "loss_box_reg": 0.29373548412695527, "loss_cls": 0.3046270729973912, "loss_mask": 0.3332501854747534, "loss_rpn_cls": 0.07373724621720612, "loss_rpn_loc": 0.09002817515283823, "loss_sem_seg": 0.50911327265203, "lr": 0.02, "mask_rcnn/accuracy": 0.8532144258467658, "mask_rcnn/false_negative": 0.1322454799208168, "mask_rcnn/false_positive": 0.17074753898195122, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5533350249997966, "total_loss": 1.6062104641459882} {"data_time": 0.012347798499831697, "eta_seconds": 147380.1996821892, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.5230054875474883, "fast_rcnn/fg_cls_accuracy": 0.43522981872496436, "iteration": 8599, "loss_box_reg": 0.2920315735973418, "loss_cls": 0.3261313126422465, "loss_mask": 0.3164365887641907, "loss_rpn_cls": 0.07945569325238466, "loss_rpn_loc": 0.09385438344907016, "loss_sem_seg": 0.4896230911836028, "lr": 0.02, "mask_rcnn/accuracy": 0.8477260574691978, "mask_rcnn/false_negative": 0.10086805891613157, "mask_rcnn/false_positive": 0.16550076974613612, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5549941935000788, "total_loss": 1.6173266358237015} {"data_time": 0.013005387499561039, "eta_seconds": 147368.9235049992, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.5474979930425475, "fast_rcnn/fg_cls_accuracy": 0.41661939875212706, "iteration": 8619, "loss_box_reg": 0.2517894539050758, "loss_cls": 0.2789168944582343, "loss_mask": 0.3172072321176529, "loss_rpn_cls": 0.06713688804302365, "loss_rpn_loc": 0.07697556028142571, "loss_sem_seg": 0.4780376749113202, "lr": 0.02, "mask_rcnn/accuracy": 0.8759565831148368, "mask_rcnn/false_negative": 0.11011522301861087, "mask_rcnn/false_positive": 0.1310841949005363, "roi_head/num_bg_samples": 465.75, "roi_head/num_fg_samples": 46.25, "rpn/num_neg_anchors": 235.5, "rpn/num_pos_anchors": 20.5, "time": 0.5549554565000108, "total_loss": 1.4979979542840738} {"data_time": 0.012550342999929853, "eta_seconds": 147357.6473278092, "fast_rcnn/cls_accuracy": 0.91015625, "fast_rcnn/false_negative": 0.5233185513673319, "fast_rcnn/fg_cls_accuracy": 0.4571146245059289, "iteration": 8639, "loss_box_reg": 0.2714358540251851, "loss_cls": 0.3042182754725218, "loss_mask": 0.31721864826977253, "loss_rpn_cls": 0.0682612438686192, "loss_rpn_loc": 0.08383239712566137, "loss_sem_seg": 0.5011479267850518, "lr": 0.02, "mask_rcnn/accuracy": 0.8515900211435925, "mask_rcnn/false_negative": 0.12594890279667292, "mask_rcnn/false_positive": 0.15777626022798985, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5744750325002315, "total_loss": 1.5915597775310744} {"data_time": 0.012133295999774418, "eta_seconds": 147291.60779737923, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.5363095238095239, "fast_rcnn/fg_cls_accuracy": 0.39391891891891895, "iteration": 8659, "loss_box_reg": 0.30160147743299603, "loss_cls": 0.30526833375915885, "loss_mask": 0.3303366070613265, "loss_rpn_cls": 0.07606335435411893, "loss_rpn_loc": 0.1023351545445621, "loss_sem_seg": 0.43648903351277113, "lr": 0.02, "mask_rcnn/accuracy": 0.8312829678359182, "mask_rcnn/false_negative": 0.12474485104363164, "mask_rcnn/false_positive": 0.199146521649918, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5590026730001227, "total_loss": 1.617689105682075} {"data_time": 0.013745013499828929, "eta_seconds": 147342.7452763269, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.5773247824095282, "fast_rcnn/fg_cls_accuracy": 0.39776328052190124, "iteration": 8679, "loss_box_reg": 0.2639625854790211, "loss_cls": 0.283159086946398, "loss_mask": 0.31526733469218016, "loss_rpn_cls": 0.06680935440817848, "loss_rpn_loc": 0.09309452073648572, "loss_sem_seg": 0.5305092632770538, "lr": 0.02, "mask_rcnn/accuracy": 0.8586570671466427, "mask_rcnn/false_negative": 0.12532528954671956, "mask_rcnn/false_positive": 0.14986053711294167, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5792517629997747, "total_loss": 1.5356008600792848} {"data_time": 0.012109535000490723, "eta_seconds": 147331.4685136269, "fast_rcnn/cls_accuracy": 0.8984375, "fast_rcnn/false_negative": 0.5163887497316253, "fast_rcnn/fg_cls_accuracy": 0.456640625, "iteration": 8699, "loss_box_reg": 0.2749521373771131, "loss_cls": 0.29748189076781273, "loss_mask": 0.3233718806877732, "loss_rpn_cls": 0.08743553527165204, "loss_rpn_loc": 0.0994943743571639, "loss_sem_seg": 0.4798937765881419, "lr": 0.02, "mask_rcnn/accuracy": 0.8583947734023187, "mask_rcnn/false_negative": 0.11032596806781286, "mask_rcnn/false_positive": 0.18327518258400757, "roi_head/num_bg_samples": 432.75, "roi_head/num_fg_samples": 79.25, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.5667578040001899, "total_loss": 1.579121566406684} {"data_time": 0.013196618000165472, "eta_seconds": 147328.73394132353, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.5176242618110236, "fast_rcnn/fg_cls_accuracy": 0.37851252005821545, "iteration": 8719, "loss_box_reg": 0.2850979045033455, "loss_cls": 0.32399508357048035, "loss_mask": 0.32400392182171345, "loss_rpn_cls": 0.07535297569120303, "loss_rpn_loc": 0.08555241546127945, "loss_sem_seg": 0.5445314482785761, "lr": 0.02, "mask_rcnn/accuracy": 0.8520098528541851, "mask_rcnn/false_negative": 0.11932586630040472, "mask_rcnn/false_positive": 0.18474754283951644, "roi_head/num_bg_samples": 464.0, "roi_head/num_fg_samples": 48.0, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.5554021724997256, "total_loss": 1.5954528714064509} {"data_time": 0.011979400499967596, "eta_seconds": 147317.45652475354, "fast_rcnn/cls_accuracy": 0.91064453125, "fast_rcnn/false_negative": 0.49382716049382713, "fast_rcnn/fg_cls_accuracy": 0.3628395061728395, "iteration": 8739, "loss_box_reg": 0.29922930989414454, "loss_cls": 0.31912299524992704, "loss_mask": 0.3172384398058057, "loss_rpn_cls": 0.06866390412324108, "loss_rpn_loc": 0.08703219369635917, "loss_sem_seg": 0.4951087087392807, "lr": 0.02, "mask_rcnn/accuracy": 0.86739247779033, "mask_rcnn/false_negative": 0.10027796177351433, "mask_rcnn/false_positive": 0.15741875313036865, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5590712315001838, "total_loss": 1.6381735938193742} {"data_time": 0.011658670499855361, "eta_seconds": 147289.99026466918, "fast_rcnn/cls_accuracy": 0.91162109375, "fast_rcnn/false_negative": 0.5269480519480519, "fast_rcnn/fg_cls_accuracy": 0.433382461311717, "iteration": 8759, "loss_box_reg": 0.27672007121145725, "loss_cls": 0.3052951511926949, "loss_mask": 0.31629802007228136, "loss_rpn_cls": 0.08465859817806631, "loss_rpn_loc": 0.09595252602593973, "loss_sem_seg": 0.49904677271842957, "lr": 0.02, "mask_rcnn/accuracy": 0.8555194406859274, "mask_rcnn/false_negative": 0.12132330475991435, "mask_rcnn/false_positive": 0.178177271156368, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.574538951500017, "total_loss": 1.5981108083797153} {"data_time": 0.011689054999806103, "eta_seconds": 147294.90169161354, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.4820971867007673, "fast_rcnn/fg_cls_accuracy": 0.4673753534485844, "iteration": 8779, "loss_box_reg": 0.27778919972479343, "loss_cls": 0.3031725734472275, "loss_mask": 0.3341849511489272, "loss_rpn_cls": 0.07025368325412273, "loss_rpn_loc": 0.09216121642384678, "loss_sem_seg": 0.4809886384755373, "lr": 0.02, "mask_rcnn/accuracy": 0.8787537932165359, "mask_rcnn/false_negative": 0.09170161563561616, "mask_rcnn/false_positive": 0.15744992082962234, "roi_head/num_bg_samples": 458.25, "roi_head/num_fg_samples": 53.75, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5664760594995641, "total_loss": 1.5763293101917952} {"data_time": 0.012400895500377374, "eta_seconds": 147181.406659159, "fast_rcnn/cls_accuracy": 0.90380859375, "fast_rcnn/false_negative": 0.6183511324356394, "fast_rcnn/fg_cls_accuracy": 0.27825929938606, "iteration": 8799, "loss_box_reg": 0.2935690553858876, "loss_cls": 0.3064934788271785, "loss_mask": 0.33517476776614785, "loss_rpn_cls": 0.07396077970042825, "loss_rpn_loc": 0.095591246325057, "loss_sem_seg": 0.45903575606644154, "lr": 0.02, "mask_rcnn/accuracy": 0.8565254451062722, "mask_rcnn/false_negative": 0.10738422251463803, "mask_rcnn/false_positive": 0.16989736786778267, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5565876220002792, "total_loss": 1.5902433386072516} {"data_time": 0.012792747500043333, "eta_seconds": 147142.267228425, "fast_rcnn/cls_accuracy": 0.8974609375, "fast_rcnn/false_negative": 0.5287110882428608, "fast_rcnn/fg_cls_accuracy": 0.4134984090723668, "iteration": 8819, "loss_box_reg": 0.3167822794057429, "loss_cls": 0.3338350160047412, "loss_mask": 0.32887541223317385, "loss_rpn_cls": 0.07602529821451753, "loss_rpn_loc": 0.09888665110338479, "loss_sem_seg": 0.47278286051005125, "lr": 0.02, "mask_rcnn/accuracy": 0.8588745286494452, "mask_rcnn/false_negative": 0.12819052968203093, "mask_rcnn/false_positive": 0.1643503385679475, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.5602653785003895, "total_loss": 1.6233030791045167} {"data_time": 0.012519442000211711, "eta_seconds": 147116.1420624065, "fast_rcnn/cls_accuracy": 0.900390625, "fast_rcnn/false_negative": 0.5182410875294771, "fast_rcnn/fg_cls_accuracy": 0.45639599555061183, "iteration": 8839, "loss_box_reg": 0.28522231988608837, "loss_cls": 0.31276941346004605, "loss_mask": 0.3220326565206051, "loss_rpn_cls": 0.06587595079327002, "loss_rpn_loc": 0.0988070028834045, "loss_sem_seg": 0.4851066009141505, "lr": 0.02, "mask_rcnn/accuracy": 0.8563496299057257, "mask_rcnn/false_negative": 0.1101170887379774, "mask_rcnn/false_positive": 0.18804426879206976, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.558426253500329, "total_loss": 1.5102361237222794} {"data_time": 0.012068248499872425, "eta_seconds": 147147.59788966904, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.4864042207792208, "fast_rcnn/fg_cls_accuracy": 0.4385026737967914, "iteration": 8859, "loss_box_reg": 0.2972760247066617, "loss_cls": 0.31170774064958096, "loss_mask": 0.33199028577655554, "loss_rpn_cls": 0.069603749550879, "loss_rpn_loc": 0.08663779514608905, "loss_sem_seg": 0.5282194586470723, "lr": 0.02, "mask_rcnn/accuracy": 0.8501984126984127, "mask_rcnn/false_negative": 0.12294501519324669, "mask_rcnn/false_positive": 0.1540443835710362, "roi_head/num_bg_samples": 457.75, "roi_head/num_fg_samples": 54.25, "rpn/num_neg_anchors": 239.0, "rpn/num_pos_anchors": 17.0, "time": 0.5723717215000761, "total_loss": 1.6263801125460304} {"data_time": 0.012030225499984226, "eta_seconds": 147238.51460876354, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.5434840602907829, "fast_rcnn/fg_cls_accuracy": 0.42704149933065594, "iteration": 8879, "loss_box_reg": 0.2724603326059878, "loss_cls": 0.2966008265502751, "loss_mask": 0.3155592195689678, "loss_rpn_cls": 0.07265447708778083, "loss_rpn_loc": 0.0940232397406362, "loss_sem_seg": 0.43100755661726, "lr": 0.02, "mask_rcnn/accuracy": 0.8585698950941879, "mask_rcnn/false_negative": 0.11635956706758271, "mask_rcnn/false_positive": 0.14996418512967322, "roi_head/num_bg_samples": 463.0, "roi_head/num_fg_samples": 49.0, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5759129174998634, "total_loss": 1.5040697991498746} {"data_time": 0.01181794450030793, "eta_seconds": 147308.1877712141, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.526631697069339, "fast_rcnn/fg_cls_accuracy": 0.4233602875112309, "iteration": 8899, "loss_box_reg": 0.2943681441247463, "loss_cls": 0.29977492056787014, "loss_mask": 0.33121341094374657, "loss_rpn_cls": 0.06439164245966822, "loss_rpn_loc": 0.09086894430220127, "loss_sem_seg": 0.4597296044230461, "lr": 0.02, "mask_rcnn/accuracy": 0.8583781548919368, "mask_rcnn/false_negative": 0.1326913698447715, "mask_rcnn/false_positive": 0.17006525414086532, "roi_head/num_bg_samples": 459.0, "roi_head/num_fg_samples": 53.0, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5613291995000509, "total_loss": 1.5542909137438983} {"data_time": 0.012891387500076235, "eta_seconds": 147437.61754462784, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.5, "fast_rcnn/fg_cls_accuracy": 0.4079052310579404, "iteration": 8919, "loss_box_reg": 0.28643644601106644, "loss_cls": 0.3056080839596689, "loss_mask": 0.322262741625309, "loss_rpn_cls": 0.07393568570842035, "loss_rpn_loc": 0.11110280378488824, "loss_sem_seg": 0.42357271257787943, "lr": 0.02, "mask_rcnn/accuracy": 0.8604844739619986, "mask_rcnn/false_negative": 0.11106296182216335, "mask_rcnn/false_positive": 0.16200162549818453, "roi_head/num_bg_samples": 459.0, "roi_head/num_fg_samples": 53.0, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5664827494997553, "total_loss": 1.5535906617878936} {"data_time": 0.012229299999944487, "eta_seconds": 147493.6840652268, "fast_rcnn/cls_accuracy": 0.91064453125, "fast_rcnn/false_negative": 0.5564932347607756, "fast_rcnn/fg_cls_accuracy": 0.3435260391782131, "iteration": 8939, "loss_box_reg": 0.2386260968632996, "loss_cls": 0.27084474824368954, "loss_mask": 0.31205905601382256, "loss_rpn_cls": 0.06215236691059545, "loss_rpn_loc": 0.08490645443089306, "loss_sem_seg": 0.4863581331446767, "lr": 0.02, "mask_rcnn/accuracy": 0.8650952445151019, "mask_rcnn/false_negative": 0.14237119066387638, "mask_rcnn/false_positive": 0.14589489190585986, "roi_head/num_bg_samples": 462.5, "roi_head/num_fg_samples": 49.5, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.5644484310000735, "total_loss": 1.449853760219412} {"data_time": 0.0121902770001725, "eta_seconds": 147415.02875148784, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.526241134751773, "fast_rcnn/fg_cls_accuracy": 0.42819148936170215, "iteration": 8959, "loss_box_reg": 0.27580328029580414, "loss_cls": 0.3099534879438579, "loss_mask": 0.33935361821204424, "loss_rpn_cls": 0.07650266686687246, "loss_rpn_loc": 0.10528669759514742, "loss_sem_seg": 0.4671059288084507, "lr": 0.02, "mask_rcnn/accuracy": 0.8561657252186589, "mask_rcnn/false_negative": 0.08736902612453018, "mask_rcnn/false_positive": 0.18285202939388556, "roi_head/num_bg_samples": 466.25, "roi_head/num_fg_samples": 45.75, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5579167580003741, "total_loss": 1.6074313967255875} {"data_time": 0.012434501999905478, "eta_seconds": 147263.05330209414, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.5003025413473174, "fast_rcnn/fg_cls_accuracy": 0.4385775862068966, "iteration": 8979, "loss_box_reg": 0.29479475878179073, "loss_cls": 0.3138220841065049, "loss_mask": 0.3133358210325241, "loss_rpn_cls": 0.060338239185512066, "loss_rpn_loc": 0.08170135697582737, "loss_sem_seg": 0.46755660977214575, "lr": 0.02, "mask_rcnn/accuracy": 0.8873701654574873, "mask_rcnn/false_negative": 0.11110949546158752, "mask_rcnn/false_positive": 0.13990121509616193, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5604826950002462, "total_loss": 1.5137690556584857} {"data_time": 0.012902525999834324, "eta_seconds": 147392.43995834782, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.5766666666666667, "fast_rcnn/fg_cls_accuracy": 0.3786549707602339, "iteration": 8999, "loss_box_reg": 0.28306180192157626, "loss_cls": 0.30124039109796286, "loss_mask": 0.311722107231617, "loss_rpn_cls": 0.07263524236623198, "loss_rpn_loc": 0.09759398276219144, "loss_sem_seg": 0.5284574031829834, "lr": 0.02, "mask_rcnn/accuracy": 0.846918680314138, "mask_rcnn/false_negative": 0.1258533969651342, "mask_rcnn/false_positive": 0.1639350875489139, "roi_head/num_bg_samples": 458.5, "roi_head/num_fg_samples": 53.5, "rpn/num_neg_anchors": 235.5, "rpn/num_pos_anchors": 20.5, "time": 0.5730457149998074, "total_loss": 1.605933710699901} {"data_time": 0.013670111499777704, "eta_seconds": 147239.94909916798, "fast_rcnn/cls_accuracy": 0.89990234375, "fast_rcnn/false_negative": 0.653219281007976, "fast_rcnn/fg_cls_accuracy": 0.2380691311612364, "iteration": 9019, "loss_box_reg": 0.2696102745831013, "loss_cls": 0.3013905375264585, "loss_mask": 0.31962150800973177, "loss_rpn_cls": 0.07069835742004216, "loss_rpn_loc": 0.0788450745458249, "loss_sem_seg": 0.4580974895507097, "lr": 0.02, "mask_rcnn/accuracy": 0.8662514266999679, "mask_rcnn/false_negative": 0.11359244968017196, "mask_rcnn/false_positive": 0.14898370872290673, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5587323904996992, "total_loss": 1.5455942028202116} {"data_time": 0.012819340000078228, "eta_seconds": 147255.02519364282, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.5373045420699926, "fast_rcnn/fg_cls_accuracy": 0.391925971120602, "iteration": 9039, "loss_box_reg": 0.2858143480261788, "loss_cls": 0.3223596876487136, "loss_mask": 0.3324459819123149, "loss_rpn_cls": 0.066073706606403, "loss_rpn_loc": 0.07526165107265115, "loss_sem_seg": 0.49351807683706284, "lr": 0.02, "mask_rcnn/accuracy": 0.854115818427577, "mask_rcnn/false_negative": 0.12975997943907866, "mask_rcnn/false_positive": 0.16103163905267465, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5678316705002544, "total_loss": 1.633811462263111} {"data_time": 0.012622493499748089, "eta_seconds": 147166.70955317921, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.5477272727272727, "fast_rcnn/fg_cls_accuracy": 0.4301801801801802, "iteration": 9059, "loss_box_reg": 0.2792365401983261, "loss_cls": 0.2907570395618677, "loss_mask": 0.3144346261397004, "loss_rpn_cls": 0.06764512322843075, "loss_rpn_loc": 0.10361421207198873, "loss_sem_seg": 0.42487060837447643, "lr": 0.02, "mask_rcnn/accuracy": 0.8750573979591837, "mask_rcnn/false_negative": 0.11815928001420425, "mask_rcnn/false_positive": 0.14561916050078846, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 234.25, "rpn/num_pos_anchors": 21.75, "time": 0.5589765194999927, "total_loss": 1.52517360667116} {"data_time": 0.012631604499802052, "eta_seconds": 147113.615574556, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.538387000596303, "fast_rcnn/fg_cls_accuracy": 0.3630248373743347, "iteration": 9079, "loss_box_reg": 0.2619593911804259, "loss_cls": 0.2820651396177709, "loss_mask": 0.33010989986360073, "loss_rpn_cls": 0.07479907135711983, "loss_rpn_loc": 0.09187213273253292, "loss_sem_seg": 0.4718233132734895, "lr": 0.02, "mask_rcnn/accuracy": 0.8608945096257126, "mask_rcnn/false_negative": 0.096123096436052, "mask_rcnn/false_positive": 0.16201349405591534, "roi_head/num_bg_samples": 458.5, "roi_head/num_fg_samples": 53.5, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5657999420000124, "total_loss": 1.514442916144617} {"data_time": 0.01188988550029535, "eta_seconds": 147112.18340408852, "fast_rcnn/cls_accuracy": 0.90576171875, "fast_rcnn/false_negative": 0.49201981287837093, "fast_rcnn/fg_cls_accuracy": 0.4901852871032838, "iteration": 9099, "loss_box_reg": 0.26562400441616774, "loss_cls": 0.299189917743206, "loss_mask": 0.3181789629161358, "loss_rpn_cls": 0.07397771952673793, "loss_rpn_loc": 0.08980509324464947, "loss_sem_seg": 0.478932267986238, "lr": 0.02, "mask_rcnn/accuracy": 0.8577228003663471, "mask_rcnn/false_negative": 0.1011835494936382, "mask_rcnn/false_positive": 0.20441916291985657, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5625349544998244, "total_loss": 1.5305463151307777} {"data_time": 0.012713189499663713, "eta_seconds": 147245.0352186003, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.5328110683525746, "fast_rcnn/fg_cls_accuracy": 0.39599063505999416, "iteration": 9119, "loss_box_reg": 0.28708562394604087, "loss_cls": 0.3041371062863618, "loss_mask": 0.3100893050432205, "loss_rpn_cls": 0.07133875205181539, "loss_rpn_loc": 0.08698410727083683, "loss_sem_seg": 0.44912871811538935, "lr": 0.02, "mask_rcnn/accuracy": 0.8668561718165527, "mask_rcnn/false_negative": 0.12194571144147892, "mask_rcnn/false_positive": 0.17551765110758927, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.5758955684996181, "total_loss": 1.5000450097722933} {"data_time": 0.012964503499460989, "eta_seconds": 147147.40363207788, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.4809317916828605, "fast_rcnn/fg_cls_accuracy": 0.39542314335060447, "iteration": 9139, "loss_box_reg": 0.26716021238826215, "loss_cls": 0.3016836829483509, "loss_mask": 0.31933059357106686, "loss_rpn_cls": 0.07695000700186938, "loss_rpn_loc": 0.0835454415064305, "loss_sem_seg": 0.5159031692892313, "lr": 0.02, "mask_rcnn/accuracy": 0.8605006246496003, "mask_rcnn/false_negative": 0.12241912809485803, "mask_rcnn/false_positive": 0.14748942655882324, "roi_head/num_bg_samples": 458.5, "roi_head/num_fg_samples": 53.5, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5481145349999679, "total_loss": 1.5659547114628367} {"data_time": 0.013323418500021944, "eta_seconds": 147280.13423311771, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.4772256728778468, "fast_rcnn/fg_cls_accuracy": 0.5015061985864906, "iteration": 9159, "loss_box_reg": 0.2755556311458349, "loss_cls": 0.3033041702583432, "loss_mask": 0.31780140567570925, "loss_rpn_cls": 0.06494103732984513, "loss_rpn_loc": 0.0926204698625952, "loss_sem_seg": 0.4457122478634119, "lr": 0.02, "mask_rcnn/accuracy": 0.8538064578496114, "mask_rcnn/false_negative": 0.11260207218111135, "mask_rcnn/false_positive": 0.17637559654476234, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5727874945000622, "total_loss": 1.522183989000041} {"data_time": 0.0126496429998042, "eta_seconds": 147211.17034491032, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.46120401337792644, "fast_rcnn/fg_cls_accuracy": 0.5180124223602485, "iteration": 9179, "loss_box_reg": 0.2689188690856099, "loss_cls": 0.2910872898064554, "loss_mask": 0.3166433349251747, "loss_rpn_cls": 0.07835968653671443, "loss_rpn_loc": 0.09739358630031347, "loss_sem_seg": 0.459951626136899, "lr": 0.02, "mask_rcnn/accuracy": 0.8858005840536749, "mask_rcnn/false_negative": 0.10895567830727435, "mask_rcnn/false_positive": 0.12995854377570504, "roi_head/num_bg_samples": 461.0, "roi_head/num_fg_samples": 51.0, "rpn/num_neg_anchors": 238.0, "rpn/num_pos_anchors": 18.0, "time": 0.5610723109998617, "total_loss": 1.560104645555839} {"data_time": 0.011558340500414488, "eta_seconds": 147268.46515362497, "fast_rcnn/cls_accuracy": 0.91015625, "fast_rcnn/false_negative": 0.5110925306577481, "fast_rcnn/fg_cls_accuracy": 0.3655055002619172, "iteration": 9199, "loss_box_reg": 0.2698779630009085, "loss_cls": 0.2813182945828885, "loss_mask": 0.30975556187331676, "loss_rpn_cls": 0.06322257872670889, "loss_rpn_loc": 0.07957513240398839, "loss_sem_seg": 0.4405153226107359, "lr": 0.02, "mask_rcnn/accuracy": 0.8447269403629221, "mask_rcnn/false_negative": 0.10331529966034837, "mask_rcnn/false_positive": 0.1965155516174889, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5731255069999861, "total_loss": 1.4495659819513094} {"data_time": 0.012039230999562278, "eta_seconds": 147232.1067673958, "fast_rcnn/cls_accuracy": 0.91015625, "fast_rcnn/false_negative": 0.5764119601328903, "fast_rcnn/fg_cls_accuracy": 0.42087254063301965, "iteration": 9219, "loss_box_reg": 0.2729585049673915, "loss_cls": 0.29205556493252516, "loss_mask": 0.3225741619244218, "loss_rpn_cls": 0.060740765649825335, "loss_rpn_loc": 0.09289876674301922, "loss_sem_seg": 0.4839134784415364, "lr": 0.02, "mask_rcnn/accuracy": 0.8505614913788047, "mask_rcnn/false_negative": 0.13250641084938755, "mask_rcnn/false_positive": 0.16766604880062258, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5652733655001612, "total_loss": 1.4979544118396007} {"data_time": 0.012897169000098074, "eta_seconds": 147142.16923034284, "fast_rcnn/cls_accuracy": 0.91259765625, "fast_rcnn/false_negative": 0.5475031210986268, "fast_rcnn/fg_cls_accuracy": 0.3852282515073213, "iteration": 9239, "loss_box_reg": 0.2830959800630808, "loss_cls": 0.3277236893773079, "loss_mask": 0.3323121089488268, "loss_rpn_cls": 0.08047211793018505, "loss_rpn_loc": 0.08525609574280679, "loss_sem_seg": 0.4847772875800729, "lr": 0.02, "mask_rcnn/accuracy": 0.8824637593132492, "mask_rcnn/false_negative": 0.10955161703366964, "mask_rcnn/false_positive": 0.13883066173469716, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 234.5, "rpn/num_pos_anchors": 21.5, "time": 0.562087806999898, "total_loss": 1.603404534747824} {"data_time": 0.012472136500036868, "eta_seconds": 147019.75360353972, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.5453116531165312, "fast_rcnn/fg_cls_accuracy": 0.39217638691322904, "iteration": 9259, "loss_box_reg": 0.26899003703147173, "loss_cls": 0.3132895715534687, "loss_mask": 0.3283647866919637, "loss_rpn_cls": 0.0693003901396878, "loss_rpn_loc": 0.08438434870913625, "loss_sem_seg": 0.511645426042378, "lr": 0.02, "mask_rcnn/accuracy": 0.8626165454380021, "mask_rcnn/false_negative": 0.10894359838017306, "mask_rcnn/false_positive": 0.16825628274285065, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5548043924995909, "total_loss": 1.5604039237368852} {"data_time": 0.012863078999544086, "eta_seconds": 147010.68822770845, "fast_rcnn/cls_accuracy": 0.90625, "fast_rcnn/false_negative": 0.48732251521298176, "fast_rcnn/fg_cls_accuracy": 0.4476335361730899, "iteration": 9279, "loss_box_reg": 0.27576930029317737, "loss_cls": 0.3003568951971829, "loss_mask": 0.31439456064254045, "loss_rpn_cls": 0.06786378391552716, "loss_rpn_loc": 0.09224163624458015, "loss_sem_seg": 0.4885758347809315, "lr": 0.02, "mask_rcnn/accuracy": 0.8511894289735599, "mask_rcnn/false_negative": 0.11359979146078363, "mask_rcnn/false_positive": 0.18092026487765764, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.566471870499754, "total_loss": 1.5142152764601633} {"data_time": 0.012640383999951155, "eta_seconds": 147246.1691750303, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.5153884215734785, "fast_rcnn/fg_cls_accuracy": 0.4702941176470588, "iteration": 9299, "loss_box_reg": 0.30332474410533905, "loss_cls": 0.32619008608162403, "loss_mask": 0.3275175392627716, "loss_rpn_cls": 0.07266542664729059, "loss_rpn_loc": 0.0931312664761208, "loss_sem_seg": 0.43724258709698915, "lr": 0.02, "mask_rcnn/accuracy": 0.8625916527109637, "mask_rcnn/false_negative": 0.11628095351212203, "mask_rcnn/false_positive": 0.15052882159131586, "roi_head/num_bg_samples": 457.75, "roi_head/num_fg_samples": 54.25, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5701346784994712, "total_loss": 1.6330122404615395} {"data_time": 0.013601256999663747, "eta_seconds": 147175.64862559582, "fast_rcnn/cls_accuracy": 0.90771484375, "fast_rcnn/false_negative": 0.5271232876712328, "fast_rcnn/fg_cls_accuracy": 0.43995730297100155, "iteration": 9319, "loss_box_reg": 0.2693122047930956, "loss_cls": 0.28404835471883416, "loss_mask": 0.3194273952394724, "loss_rpn_cls": 0.07179748569615185, "loss_rpn_loc": 0.10416476082173176, "loss_sem_seg": 0.49657885800115764, "lr": 0.02, "mask_rcnn/accuracy": 0.8751265858117456, "mask_rcnn/false_negative": 0.10644633680562432, "mask_rcnn/false_positive": 0.14346881064701633, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5578203065001617, "total_loss": 1.582179318778799} {"data_time": 0.012794817499980127, "eta_seconds": 147031.96323525097, "fast_rcnn/cls_accuracy": 0.90283203125, "fast_rcnn/false_negative": 0.49719101123595505, "fast_rcnn/fg_cls_accuracy": 0.4515452901528851, "iteration": 9339, "loss_box_reg": 0.2805962464772165, "loss_cls": 0.27624730253592134, "loss_mask": 0.30479799024760723, "loss_rpn_cls": 0.07129573737620376, "loss_rpn_loc": 0.09076874115271494, "loss_sem_seg": 0.4345615771599114, "lr": 0.02, "mask_rcnn/accuracy": 0.8559702896702723, "mask_rcnn/false_negative": 0.12192405922939381, "mask_rcnn/false_positive": 0.15976498936654818, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5584272464998321, "total_loss": 1.4875873438431881} {"data_time": 0.012242554999829736, "eta_seconds": 147020.68176520098, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.5019685039370079, "fast_rcnn/fg_cls_accuracy": 0.47841251387200756, "iteration": 9359, "loss_box_reg": 0.27770090382546186, "loss_cls": 0.2946222350001335, "loss_mask": 0.31449630204588175, "loss_rpn_cls": 0.0648653469979763, "loss_rpn_loc": 0.09037892078049481, "loss_sem_seg": 0.48477947898209095, "lr": 0.02, "mask_rcnn/accuracy": 0.863963156821111, "mask_rcnn/false_negative": 0.11073379056634843, "mask_rcnn/false_positive": 0.16830311566884293, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5640761240001666, "total_loss": 1.549135591601953} {"data_time": 0.013090248000025895, "eta_seconds": 146954.3020186084, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.46992533185840707, "fast_rcnn/fg_cls_accuracy": 0.502212389380531, "iteration": 9379, "loss_box_reg": 0.27501208474859595, "loss_cls": 0.30504367128014565, "loss_mask": 0.31698830239474773, "loss_rpn_cls": 0.06423203856684268, "loss_rpn_loc": 0.08854144730139524, "loss_sem_seg": 0.44427783507853746, "lr": 0.02, "mask_rcnn/accuracy": 0.8785558538245011, "mask_rcnn/false_negative": 0.10063730492439377, "mask_rcnn/false_positive": 0.16684699887804305, "roi_head/num_bg_samples": 458.5, "roi_head/num_fg_samples": 53.5, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.559273086000303, "total_loss": 1.4935964547330514} {"data_time": 0.011780332500165969, "eta_seconds": 146943.0247767884, "fast_rcnn/cls_accuracy": 0.908203125, "fast_rcnn/false_negative": 0.5587727377388902, "fast_rcnn/fg_cls_accuracy": 0.37202212138400453, "iteration": 9399, "loss_box_reg": 0.2966074125142768, "loss_cls": 0.3073686854913831, "loss_mask": 0.31879307702183723, "loss_rpn_cls": 0.06870287188212387, "loss_rpn_loc": 0.08860378016834147, "loss_sem_seg": 0.46273725014179945, "lr": 0.02, "mask_rcnn/accuracy": 0.8646382357070228, "mask_rcnn/false_negative": 0.12033833155986312, "mask_rcnn/false_positive": 0.15371411195974957, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5640184750004664, "total_loss": 1.5780820177751593} {"data_time": 0.012417540000114968, "eta_seconds": 146928.29835448158, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.5264453581036496, "fast_rcnn/fg_cls_accuracy": 0.3542486231313926, "iteration": 9419, "loss_box_reg": 0.26369191659614444, "loss_cls": 0.3102667978964746, "loss_mask": 0.3077943129464984, "loss_rpn_cls": 0.06333028740482405, "loss_rpn_loc": 0.0924065777217038, "loss_sem_seg": 0.4785142845939845, "lr": 0.02, "mask_rcnn/accuracy": 0.8540216782022065, "mask_rcnn/false_negative": 0.10582814660466089, "mask_rcnn/false_positive": 0.18546636197779837, "roi_head/num_bg_samples": 461.5, "roi_head/num_fg_samples": 50.5, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5670748715001537, "total_loss": 1.5199838356929831} {"data_time": 0.013716066499910085, "eta_seconds": 146909.40022860796, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.5240665766981556, "fast_rcnn/fg_cls_accuracy": 0.3981859410430839, "iteration": 9439, "loss_box_reg": 0.26175779895856977, "loss_cls": 0.3055636053904891, "loss_mask": 0.3019508756697178, "loss_rpn_cls": 0.06866550870472565, "loss_rpn_loc": 0.09314000996528193, "loss_sem_seg": 0.42778202379122376, "lr": 0.02, "mask_rcnn/accuracy": 0.8807829522786559, "mask_rcnn/false_negative": 0.1086307003903671, "mask_rcnn/false_positive": 0.1519862480885812, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5560939325000618, "total_loss": 1.490021965058986} {"data_time": 0.011811831999693823, "eta_seconds": 146819.3374105176, "fast_rcnn/cls_accuracy": 0.90283203125, "fast_rcnn/false_negative": 0.5177408488659331, "fast_rcnn/fg_cls_accuracy": 0.4439799331103679, "iteration": 9459, "loss_box_reg": 0.287231941241771, "loss_cls": 0.29816035414114594, "loss_mask": 0.3147204127162695, "loss_rpn_cls": 0.06539022890501656, "loss_rpn_loc": 0.08164769480936229, "loss_sem_seg": 0.43757016537711024, "lr": 0.02, "mask_rcnn/accuracy": 0.8819740847620103, "mask_rcnn/false_negative": 0.08672144080300265, "mask_rcnn/false_positive": 0.1645790263527694, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5539058899998963, "total_loss": 1.4894626805908047} {"data_time": 0.012611160000233212, "eta_seconds": 146640.2623641054, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.5516260162601626, "fast_rcnn/fg_cls_accuracy": 0.3847771236333053, "iteration": 9479, "loss_box_reg": 0.2751886835321784, "loss_cls": 0.27502097096294165, "loss_mask": 0.31723909825086594, "loss_rpn_cls": 0.06407506330288015, "loss_rpn_loc": 0.0880734275560826, "loss_sem_seg": 0.43457280937582254, "lr": 0.02, "mask_rcnn/accuracy": 0.857711369122117, "mask_rcnn/false_negative": 0.11283230893237367, "mask_rcnn/false_positive": 0.17546858543769356, "roi_head/num_bg_samples": 459.5, "roi_head/num_fg_samples": 52.5, "rpn/num_neg_anchors": 235.25, "rpn/num_pos_anchors": 20.75, "time": 0.5585689465005998, "total_loss": 1.4800944261369295} {"data_time": 0.012208239999836223, "eta_seconds": 146515.5379605103, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.519210722263589, "fast_rcnn/fg_cls_accuracy": 0.35370009737098346, "iteration": 9499, "loss_box_reg": 0.27421003114432096, "loss_cls": 0.3189933616667986, "loss_mask": 0.3272608146071434, "loss_rpn_cls": 0.08547173795523122, "loss_rpn_loc": 0.09496677131392062, "loss_sem_seg": 0.4345330744981766, "lr": 0.02, "mask_rcnn/accuracy": 0.8673532550492481, "mask_rcnn/false_negative": 0.11358873881387015, "mask_rcnn/false_positive": 0.17411578530761415, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5450625445000696, "total_loss": 1.516008670674637} {"data_time": 0.012042653499975131, "eta_seconds": 146464.6325406877, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.5154502237136466, "fast_rcnn/fg_cls_accuracy": 0.43724165742514365, "iteration": 9519, "loss_box_reg": 0.2761433622799814, "loss_cls": 0.3103614328429103, "loss_mask": 0.32330258656293154, "loss_rpn_cls": 0.06764951578225009, "loss_rpn_loc": 0.08924648442189209, "loss_sem_seg": 0.47413841309025884, "lr": 0.02, "mask_rcnn/accuracy": 0.8679463795133437, "mask_rcnn/false_negative": 0.09332329018008427, "mask_rcnn/false_positive": 0.179154677677683, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5672703760001241, "total_loss": 1.5595318948035128} {"data_time": 0.012843216500186827, "eta_seconds": 146515.24475965684, "fast_rcnn/cls_accuracy": 0.90576171875, "fast_rcnn/false_negative": 0.51856210142727, "fast_rcnn/fg_cls_accuracy": 0.46137914230019494, "iteration": 9539, "loss_box_reg": 0.2930219070985913, "loss_cls": 0.3110096612945199, "loss_mask": 0.32826714869588614, "loss_rpn_cls": 0.07788003131281585, "loss_rpn_loc": 0.09709201485384256, "loss_sem_seg": 0.45370832551270723, "lr": 0.02, "mask_rcnn/accuracy": 0.8406047150466793, "mask_rcnn/false_negative": 0.13702042606037737, "mask_rcnn/false_positive": 0.18691015599518856, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.5616734799996266, "total_loss": 1.5481077248696238} {"data_time": 0.01163396850006393, "eta_seconds": 146573.8070768577, "fast_rcnn/cls_accuracy": 0.9140625, "fast_rcnn/false_negative": 0.581341719077568, "fast_rcnn/fg_cls_accuracy": 0.3816275430359937, "iteration": 9559, "loss_box_reg": 0.28304407210089266, "loss_cls": 0.3008031090721488, "loss_mask": 0.33454510755836964, "loss_rpn_cls": 0.07338451209943742, "loss_rpn_loc": 0.09962184657342732, "loss_sem_seg": 0.48811958404257894, "lr": 0.02, "mask_rcnn/accuracy": 0.8304489104093454, "mask_rcnn/false_negative": 0.1395305361633653, "mask_rcnn/false_positive": 0.16856037578374694, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.5644748434997382, "total_loss": 1.5475608044071123} {"data_time": 0.012255878999894776, "eta_seconds": 146562.55126021768, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.5274662191998587, "fast_rcnn/fg_cls_accuracy": 0.41888959458029007, "iteration": 9579, "loss_box_reg": 0.27450158074498177, "loss_cls": 0.29857143573462963, "loss_mask": 0.32324708346277475, "loss_rpn_cls": 0.06404601049143821, "loss_rpn_loc": 0.09017908369423822, "loss_sem_seg": 0.4751621000468731, "lr": 0.02, "mask_rcnn/accuracy": 0.8443922332246508, "mask_rcnn/false_negative": 0.12779722567519816, "mask_rcnn/false_positive": 0.14183269933317533, "roi_head/num_bg_samples": 459.5, "roi_head/num_fg_samples": 52.5, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5545884194998507, "total_loss": 1.5910094006103463} {"data_time": 0.012735482000152842, "eta_seconds": 146558.64461082034, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.4742784070149799, "fast_rcnn/fg_cls_accuracy": 0.45852272727272725, "iteration": 9599, "loss_box_reg": 0.2708706012926996, "loss_cls": 0.31987861823290586, "loss_mask": 0.324364572763443, "loss_rpn_cls": 0.08090957114472985, "loss_rpn_loc": 0.08760374841222074, "loss_sem_seg": 0.5092140967026353, "lr": 0.02, "mask_rcnn/accuracy": 0.857798333843478, "mask_rcnn/false_negative": 0.09870159871637169, "mask_rcnn/false_positive": 0.16754380060641577, "roi_head/num_bg_samples": 457.75, "roi_head/num_fg_samples": 54.25, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5619287260001329, "total_loss": 1.6537256912561134} {"data_time": 0.012346458499905566, "eta_seconds": 146534.2594292667, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.48345622991113635, "fast_rcnn/fg_cls_accuracy": 0.4631049654305468, "iteration": 9619, "loss_box_reg": 0.26896761590614915, "loss_cls": 0.2960305893793702, "loss_mask": 0.31540784053504467, "loss_rpn_cls": 0.06865065998863429, "loss_rpn_loc": 0.08610670195776038, "loss_sem_seg": 0.4717624740442261, "lr": 0.02, "mask_rcnn/accuracy": 0.8805672529345284, "mask_rcnn/false_negative": 0.11806210857777961, "mask_rcnn/false_positive": 0.1157696229816369, "roi_head/num_bg_samples": 455.5, "roi_head/num_fg_samples": 56.5, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.5484896715001923, "total_loss": 1.5259286493965192} {"data_time": 0.012630211500436417, "eta_seconds": 146528.7838102977, "fast_rcnn/cls_accuracy": 0.890625, "fast_rcnn/false_negative": 0.5847438916691199, "fast_rcnn/fg_cls_accuracy": 0.39826377009921315, "iteration": 9639, "loss_box_reg": 0.26413941429927945, "loss_cls": 0.28930262569338083, "loss_mask": 0.3168382188305259, "loss_rpn_cls": 0.06874564674217254, "loss_rpn_loc": 0.09493952026241459, "loss_sem_seg": 0.4533768333494663, "lr": 0.02, "mask_rcnn/accuracy": 0.8587682267866705, "mask_rcnn/false_negative": 0.10676323404975036, "mask_rcnn/false_positive": 0.2002989364628585, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5761567719996492, "total_loss": 1.5186055359372403} {"data_time": 0.012175408000530297, "eta_seconds": 146524.87546755033, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.4639155712841254, "fast_rcnn/fg_cls_accuracy": 0.49184782608695654, "iteration": 9659, "loss_box_reg": 0.25624402705579996, "loss_cls": 0.28248565597459674, "loss_mask": 0.3098991382867098, "loss_rpn_cls": 0.06903735059313476, "loss_rpn_loc": 0.08148535550571978, "loss_sem_seg": 0.4746425002813339, "lr": 0.02, "mask_rcnn/accuracy": 0.8688575726148448, "mask_rcnn/false_negative": 0.1014640243245524, "mask_rcnn/false_positive": 0.15368271952819307, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5706231690001005, "total_loss": 1.490956554422155} {"data_time": 0.012324104000072111, "eta_seconds": 146469.0621537319, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.5648101898101898, "fast_rcnn/fg_cls_accuracy": 0.3647822765469825, "iteration": 9679, "loss_box_reg": 0.2725056894123554, "loss_cls": 0.30877514369785786, "loss_mask": 0.32178883720189333, "loss_rpn_cls": 0.07743898499757051, "loss_rpn_loc": 0.09026163071393967, "loss_sem_seg": 0.46626710891723633, "lr": 0.02, "mask_rcnn/accuracy": 0.8640972414606869, "mask_rcnn/false_negative": 0.11421222927393138, "mask_rcnn/false_positive": 0.17104094628658653, "roi_head/num_bg_samples": 458.0, "roi_head/num_fg_samples": 54.0, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5650873020003928, "total_loss": 1.5747471245995257} {"data_time": 0.012105584500204714, "eta_seconds": 146375.95689570095, "fast_rcnn/cls_accuracy": 0.89697265625, "fast_rcnn/false_negative": 0.5210884353741496, "fast_rcnn/fg_cls_accuracy": 0.4026497896164412, "iteration": 9699, "loss_box_reg": 0.2912529604509473, "loss_cls": 0.30214559100568295, "loss_mask": 0.3135391967371106, "loss_rpn_cls": 0.0789103121496737, "loss_rpn_loc": 0.08394417044473812, "loss_sem_seg": 0.4405116606503725, "lr": 0.02, "mask_rcnn/accuracy": 0.8516726888036452, "mask_rcnn/false_negative": 0.11424644981405477, "mask_rcnn/false_positive": 0.1796639834079235, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5593628090000493, "total_loss": 1.5091117452248} {"data_time": 0.013412616500318109, "eta_seconds": 146389.3266927775, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.4231764885031217, "fast_rcnn/fg_cls_accuracy": 0.49103260869565213, "iteration": 9719, "loss_box_reg": 0.2755667857127264, "loss_cls": 0.2852476588450372, "loss_mask": 0.31464808713644743, "loss_rpn_cls": 0.06894207838922739, "loss_rpn_loc": 0.0880408170633018, "loss_sem_seg": 0.4385584029369056, "lr": 0.02, "mask_rcnn/accuracy": 0.8420485404572386, "mask_rcnn/false_negative": 0.1323131581912551, "mask_rcnn/false_positive": 0.1534248407849629, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.5621448914998837, "total_loss": 1.469459671250661} {"data_time": 0.014032309500180418, "eta_seconds": 146438.22158665443, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.4898065476190476, "fast_rcnn/fg_cls_accuracy": 0.42543579082040617, "iteration": 9739, "loss_box_reg": 0.2830600058659911, "loss_cls": 0.2830293122678995, "loss_mask": 0.3188235508278012, "loss_rpn_cls": 0.06135223153978586, "loss_rpn_loc": 0.08350659412099048, "loss_sem_seg": 0.5003010844811797, "lr": 0.02, "mask_rcnn/accuracy": 0.8696558056314154, "mask_rcnn/false_negative": 0.11656618976379579, "mask_rcnn/false_positive": 0.16018311235258514, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.570323164999536, "total_loss": 1.4622781720245257} {"data_time": 0.012784393499714497, "eta_seconds": 146384.95796004133, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.46171802054155, "fast_rcnn/fg_cls_accuracy": 0.4547841864018335, "iteration": 9759, "loss_box_reg": 0.2896890817210078, "loss_cls": 0.30452055018395185, "loss_mask": 0.3184253992512822, "loss_rpn_cls": 0.07046312361489981, "loss_rpn_loc": 0.09381856094114482, "loss_sem_seg": 0.48724753502756357, "lr": 0.02, "mask_rcnn/accuracy": 0.8648122769561961, "mask_rcnn/false_negative": 0.11209642841016793, "mask_rcnn/false_positive": 0.1486806603134474, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5611502324991307, "total_loss": 1.5658934784005396} {"data_time": 0.012161973999354814, "eta_seconds": 146283.60531447452, "fast_rcnn/cls_accuracy": 0.90234375, "fast_rcnn/false_negative": 0.5799059139784947, "fast_rcnn/fg_cls_accuracy": 0.39622747747747744, "iteration": 9779, "loss_box_reg": 0.28998454846441746, "loss_cls": 0.3185750199481845, "loss_mask": 0.325236689299345, "loss_rpn_cls": 0.07942273723892868, "loss_rpn_loc": 0.08773820265196264, "loss_sem_seg": 0.4635294391773641, "lr": 0.02, "mask_rcnn/accuracy": 0.8437030884008645, "mask_rcnn/false_negative": 0.15194353477799855, "mask_rcnn/false_positive": 0.17270133211010813, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.5526913724997939, "total_loss": 1.5860355984186754} {"data_time": 0.012774345999787329, "eta_seconds": 146256.60009001812, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.5355675933091255, "fast_rcnn/fg_cls_accuracy": 0.33213286505149114, "iteration": 9799, "loss_box_reg": 0.2509910427033901, "loss_cls": 0.27983172982931137, "loss_mask": 0.3034747848287225, "loss_rpn_cls": 0.05962224944960326, "loss_rpn_loc": 0.08210067142499611, "loss_sem_seg": 0.44831768423318863, "lr": 0.02, "mask_rcnn/accuracy": 0.8618045432458699, "mask_rcnn/false_negative": 0.10237463358624954, "mask_rcnn/false_positive": 0.1634584488751421, "roi_head/num_bg_samples": 460.5, "roi_head/num_fg_samples": 51.5, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.555981318000704, "total_loss": 1.413453781802673} {"data_time": 0.012651045500206237, "eta_seconds": 146286.99009508206, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.5362665391359795, "fast_rcnn/fg_cls_accuracy": 0.42579388415172004, "iteration": 9819, "loss_box_reg": 0.2855402519926429, "loss_cls": 0.3227119133807719, "loss_mask": 0.32101226411759853, "loss_rpn_cls": 0.07195074518676847, "loss_rpn_loc": 0.09642961790086702, "loss_sem_seg": 0.47145908419042826, "lr": 0.02, "mask_rcnn/accuracy": 0.844650499395889, "mask_rcnn/false_negative": 0.13943608557620882, "mask_rcnn/false_positive": 0.1725522169397018, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5646985194998706, "total_loss": 1.5834299201378599} {"data_time": 0.01241956550074974, "eta_seconds": 146200.4920778516, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.5022121669180493, "fast_rcnn/fg_cls_accuracy": 0.48514755684567007, "iteration": 9839, "loss_box_reg": 0.2382336943410337, "loss_cls": 0.2630569343455136, "loss_mask": 0.30830685794353485, "loss_rpn_cls": 0.07270365976728499, "loss_rpn_loc": 0.09296154463663697, "loss_sem_seg": 0.47079320438206196, "lr": 0.02, "mask_rcnn/accuracy": 0.8626449881042717, "mask_rcnn/false_negative": 0.08384643869233635, "mask_rcnn/false_positive": 0.17635413852891968, "roi_head/num_bg_samples": 471.0, "roi_head/num_fg_samples": 41.0, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5490858690000096, "total_loss": 1.4099602551432326} {"data_time": 0.013177047499993932, "eta_seconds": 146174.96551163154, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.45308803132903647, "fast_rcnn/fg_cls_accuracy": 0.46066666666666667, "iteration": 9859, "loss_box_reg": 0.27077434211969376, "loss_cls": 0.2870197822339833, "loss_mask": 0.3152862749993801, "loss_rpn_cls": 0.059720736811868846, "loss_rpn_loc": 0.08392984379315749, "loss_sem_seg": 0.47643775027245283, "lr": 0.02, "mask_rcnn/accuracy": 0.8574581625032388, "mask_rcnn/false_negative": 0.11149610872332821, "mask_rcnn/false_positive": 0.18146168933572904, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5613776755008075, "total_loss": 1.5195127042825334} {"data_time": 0.012270050498955243, "eta_seconds": 146158.6261453548, "fast_rcnn/cls_accuracy": 0.90673828125, "fast_rcnn/false_negative": 0.518433988764045, "fast_rcnn/fg_cls_accuracy": 0.39129410757108596, "iteration": 9879, "loss_box_reg": 0.2920270375907421, "loss_cls": 0.3161058286204934, "loss_mask": 0.329217579215765, "loss_rpn_cls": 0.06621856812853366, "loss_rpn_loc": 0.08752853376790881, "loss_sem_seg": 0.4730595052242279, "lr": 0.02, "mask_rcnn/accuracy": 0.8800423750633793, "mask_rcnn/false_negative": 0.09932810600697274, "mask_rcnn/false_positive": 0.12657316907638988, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5685458925008788, "total_loss": 1.557507956167683} {"data_time": 0.012977364000107627, "eta_seconds": 146111.95406435404, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.46777819408017984, "fast_rcnn/fg_cls_accuracy": 0.48460324880215033, "iteration": 9899, "loss_box_reg": 0.26983987307175994, "loss_cls": 0.29184373188763857, "loss_mask": 0.32415793370455503, "loss_rpn_cls": 0.06429266510531306, "loss_rpn_loc": 0.083488106058212, "loss_sem_seg": 0.47382242791354656, "lr": 0.02, "mask_rcnn/accuracy": 0.8774652004510809, "mask_rcnn/false_negative": 0.10301914996209988, "mask_rcnn/false_positive": 0.19128722831476713, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5489843794994158, "total_loss": 1.5366573537467048} {"data_time": 0.01337193949984794, "eta_seconds": 146047.0314371049, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.4278609625668449, "fast_rcnn/fg_cls_accuracy": 0.5446478873239438, "iteration": 9919, "loss_box_reg": 0.2664318014867604, "loss_cls": 0.29967861343175173, "loss_mask": 0.32045292761176825, "loss_rpn_cls": 0.07414763187989593, "loss_rpn_loc": 0.09949462849181145, "loss_sem_seg": 0.47343624476343393, "lr": 0.02, "mask_rcnn/accuracy": 0.8606039167687125, "mask_rcnn/false_negative": 0.107555964323016, "mask_rcnn/false_positive": 0.15737969656858253, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5586101560002135, "total_loss": 1.567172322422266} {"data_time": 0.011763926000639913, "eta_seconds": 146027.25884535964, "fast_rcnn/cls_accuracy": 0.90673828125, "fast_rcnn/false_negative": 0.536892607298166, "fast_rcnn/fg_cls_accuracy": 0.38808139534883723, "iteration": 9939, "loss_box_reg": 0.27521015238016844, "loss_cls": 0.29502839082852006, "loss_mask": 0.32447656337171793, "loss_rpn_cls": 0.06541367375757545, "loss_rpn_loc": 0.08452425344148651, "loss_sem_seg": 0.4633521204814315, "lr": 0.02, "mask_rcnn/accuracy": 0.8603874854479263, "mask_rcnn/false_negative": 0.11523463060390633, "mask_rcnn/false_positive": 0.1568937062683337, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5613894709995293, "total_loss": 1.5368767055915669} {"data_time": 0.013702170500437205, "eta_seconds": 146078.24901422404, "fast_rcnn/cls_accuracy": 0.9111328125, "fast_rcnn/false_negative": 0.5053956834532374, "fast_rcnn/fg_cls_accuracy": 0.4552590266875981, "iteration": 9959, "loss_box_reg": 0.27134769689291716, "loss_cls": 0.3022348687518388, "loss_mask": 0.3251734171062708, "loss_rpn_cls": 0.07292453991249204, "loss_rpn_loc": 0.09625072753988206, "loss_sem_seg": 0.4904263513162732, "lr": 0.02, "mask_rcnn/accuracy": 0.8548424711765048, "mask_rcnn/false_negative": 0.12068120490684314, "mask_rcnn/false_positive": 0.16421374177716258, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5659604504999152, "total_loss": 1.6014163854997605} {"data_time": 0.012278218999199453, "eta_seconds": 146107.53671009163, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.5049019607843137, "fast_rcnn/fg_cls_accuracy": 0.3923734853884533, "iteration": 9979, "loss_box_reg": 0.2813607743009925, "loss_cls": 0.32707968913018703, "loss_mask": 0.31754812877625227, "loss_rpn_cls": 0.0740720892790705, "loss_rpn_loc": 0.09843020531116053, "loss_sem_seg": 0.5145617546513677, "lr": 0.02, "mask_rcnn/accuracy": 0.8927575100836795, "mask_rcnn/false_negative": 0.09307904345821472, "mask_rcnn/false_positive": 0.13103965022885694, "roi_head/num_bg_samples": 465.25, "roi_head/num_fg_samples": 46.75, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5758200315003705, "total_loss": 1.5975244519067928} {"data_time": 0.012771101501130033, "eta_seconds": 146096.29857650163, "fast_rcnn/cls_accuracy": 0.91064453125, "fast_rcnn/false_negative": 0.5447772657450077, "fast_rcnn/fg_cls_accuracy": 0.38799283154121866, "iteration": 9999, "loss_box_reg": 0.2979376260191202, "loss_cls": 0.31817599991336465, "loss_mask": 0.31671806424856186, "loss_rpn_cls": 0.06568991596577689, "loss_rpn_loc": 0.09636860253522173, "loss_sem_seg": 0.45240348973311484, "lr": 0.02, "mask_rcnn/accuracy": 0.8385689144078685, "mask_rcnn/false_negative": 0.13625613399788666, "mask_rcnn/false_positive": 0.18254196706506226, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.5701400069992815, "total_loss": 1.578660760074854} {"data_time": 0.012714567000330135, "eta_seconds": 146085.06044291166, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.5756755111976631, "fast_rcnn/fg_cls_accuracy": 0.34597411933860533, "iteration": 10019, "loss_box_reg": 0.27573740715160966, "loss_cls": 0.287180061917752, "loss_mask": 0.3091607438400388, "loss_rpn_cls": 0.06926131341606379, "loss_rpn_loc": 0.09439323330298066, "loss_sem_seg": 0.4844640106894076, "lr": 0.02, "mask_rcnn/accuracy": 0.8519826918109016, "mask_rcnn/false_negative": 0.14294341552981316, "mask_rcnn/false_positive": 0.16170191853107402, "roi_head/num_bg_samples": 462.0, "roi_head/num_fg_samples": 50.0, "rpn/num_neg_anchors": 235.0, "rpn/num_pos_anchors": 21.0, "time": 0.5612754435005627, "total_loss": 1.633896138460841} {"data_time": 0.011829946500256483, "eta_seconds": 145996.43386962512, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.5119047619047619, "fast_rcnn/fg_cls_accuracy": 0.4534237052485227, "iteration": 10039, "loss_box_reg": 0.2765623717568815, "loss_cls": 0.29926680540665984, "loss_mask": 0.31068788934499025, "loss_rpn_cls": 0.0700277383584762, "loss_rpn_loc": 0.10387180629186332, "loss_sem_seg": 0.4290157398208976, "lr": 0.02, "mask_rcnn/accuracy": 0.8526069866722199, "mask_rcnn/false_negative": 0.12857908721187697, "mask_rcnn/false_positive": 0.16708316164379844, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5582439579993661, "total_loss": 1.4874604304204695} {"data_time": 0.011443993999819213, "eta_seconds": 146045.450814963, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.5825722664432342, "fast_rcnn/fg_cls_accuracy": 0.39010828211881765, "iteration": 10059, "loss_box_reg": 0.26920190383680165, "loss_cls": 0.31622650381177664, "loss_mask": 0.31183978356420994, "loss_rpn_cls": 0.08433034300105646, "loss_rpn_loc": 0.10042693791911006, "loss_sem_seg": 0.49006522819399834, "lr": 0.02, "mask_rcnn/accuracy": 0.8573050186823498, "mask_rcnn/false_negative": 0.1248546908280713, "mask_rcnn/false_positive": 0.18921040598876138, "roi_head/num_bg_samples": 458.25, "roi_head/num_fg_samples": 53.75, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5661635715005104, "total_loss": 1.6033414744306356} {"data_time": 0.012430038999809767, "eta_seconds": 146034.213999623, "fast_rcnn/cls_accuracy": 0.888671875, "fast_rcnn/false_negative": 0.5924920550847458, "fast_rcnn/fg_cls_accuracy": 0.36734033645428943, "iteration": 10079, "loss_box_reg": 0.286159741692245, "loss_cls": 0.31066577741876245, "loss_mask": 0.3198901107534766, "loss_rpn_cls": 0.06783353723585606, "loss_rpn_loc": 0.07818474719533697, "loss_sem_seg": 0.48467493150383234, "lr": 0.02, "mask_rcnn/accuracy": 0.8354596388064592, "mask_rcnn/false_negative": 0.13462648383871692, "mask_rcnn/false_positive": 0.21242956274856642, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 204.5, "rpn/num_pos_anchors": 51.5, "time": 0.5740619720008908, "total_loss": 1.5536862789303996} {"data_time": 0.011842579000585829, "eta_seconds": 146022.97718428297, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.5661189358372457, "fast_rcnn/fg_cls_accuracy": 0.32253521126760565, "iteration": 10099, "loss_box_reg": 0.2708514570258558, "loss_cls": 0.29142156057059765, "loss_mask": 0.32503167632967234, "loss_rpn_cls": 0.08283190778456628, "loss_rpn_loc": 0.10627721445052885, "loss_sem_seg": 0.4596555680036545, "lr": 0.02, "mask_rcnn/accuracy": 0.8476727428361861, "mask_rcnn/false_negative": 0.119144930755127, "mask_rcnn/false_positive": 0.18346639764095496, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5607171229994492, "total_loss": 1.520285903243348} {"data_time": 0.012137458500546927, "eta_seconds": 146011.74036894296, "fast_rcnn/cls_accuracy": 0.91064453125, "fast_rcnn/false_negative": 0.570775612113402, "fast_rcnn/fg_cls_accuracy": 0.41750563788659795, "iteration": 10119, "loss_box_reg": 0.29245290253311396, "loss_cls": 0.3165489826351404, "loss_mask": 0.32392992824316025, "loss_rpn_cls": 0.07932310219621286, "loss_rpn_loc": 0.10007656231755391, "loss_sem_seg": 0.41677199210971594, "lr": 0.02, "mask_rcnn/accuracy": 0.8475766847089996, "mask_rcnn/false_negative": 0.10815143889784049, "mask_rcnn/false_positive": 0.1679517574514604, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5637659819994951, "total_loss": 1.5535891401814297} {"data_time": 0.012237339499733935, "eta_seconds": 146067.68177941424, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.5073071136900924, "fast_rcnn/fg_cls_accuracy": 0.47101980924431397, "iteration": 10139, "loss_box_reg": 0.2981688855215907, "loss_cls": 0.3041968597099185, "loss_mask": 0.3142278138548136, "loss_rpn_cls": 0.06838006828911602, "loss_rpn_loc": 0.08815854194108397, "loss_sem_seg": 0.4586964745540172, "lr": 0.02, "mask_rcnn/accuracy": 0.8585778061224489, "mask_rcnn/false_negative": 0.10951444165063709, "mask_rcnn/false_positive": 0.16905400706877938, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.5709204904997023, "total_loss": 1.55464528943412} {"data_time": 0.012568565999572456, "eta_seconds": 146074.06091127853, "fast_rcnn/cls_accuracy": 0.8974609375, "fast_rcnn/false_negative": 0.6013899230578307, "fast_rcnn/fg_cls_accuracy": 0.3203012912482066, "iteration": 10159, "loss_box_reg": 0.2988209556788206, "loss_cls": 0.3208423824980855, "loss_mask": 0.3380837240256369, "loss_rpn_cls": 0.06691817776300013, "loss_rpn_loc": 0.10674678155919537, "loss_sem_seg": 0.4863057602196932, "lr": 0.02, "mask_rcnn/accuracy": 0.8280711514729071, "mask_rcnn/false_negative": 0.15286699940367188, "mask_rcnn/false_positive": 0.16835138127570137, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.5687202839999372, "total_loss": 1.6568097868002951} {"data_time": 0.013274451000143017, "eta_seconds": 146028.08430834688, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.5587356321839081, "fast_rcnn/fg_cls_accuracy": 0.4216564417177914, "iteration": 10179, "loss_box_reg": 0.2565854024142027, "loss_cls": 0.2749953488819301, "loss_mask": 0.30984477140009403, "loss_rpn_cls": 0.06042364388122223, "loss_rpn_loc": 0.07921626599272713, "loss_sem_seg": 0.4601494804956019, "lr": 0.02, "mask_rcnn/accuracy": 0.8603276279114471, "mask_rcnn/false_negative": 0.12298808840560799, "mask_rcnn/false_positive": 0.15425325856081845, "roi_head/num_bg_samples": 457.75, "roi_head/num_fg_samples": 54.25, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.555182069500006, "total_loss": 1.4617736624495592} {"data_time": 0.01170488949992432, "eta_seconds": 145966.7931075829, "fast_rcnn/cls_accuracy": 0.90380859375, "fast_rcnn/false_negative": 0.5000367053296139, "fast_rcnn/fg_cls_accuracy": 0.4089824002995694, "iteration": 10199, "loss_box_reg": 0.2620696828234941, "loss_cls": 0.2797794328071177, "loss_mask": 0.3078191764652729, "loss_rpn_cls": 0.0653593804454431, "loss_rpn_loc": 0.09588523395359516, "loss_sem_seg": 0.49750956147909164, "lr": 0.02, "mask_rcnn/accuracy": 0.8681259511267666, "mask_rcnn/false_negative": 0.11777928103903351, "mask_rcnn/false_positive": 0.15470537702833714, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 0.5567009329997745, "total_loss": 1.5426771120983176} {"data_time": 0.01272782200067013, "eta_seconds": 145955.55629224287, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.5406028368794327, "fast_rcnn/fg_cls_accuracy": 0.44680851063829785, "iteration": 10219, "loss_box_reg": 0.26549709774553776, "loss_cls": 0.28721753926947713, "loss_mask": 0.30856039095669985, "loss_rpn_cls": 0.06207440188154578, "loss_rpn_loc": 0.08018615952460095, "loss_sem_seg": 0.47085034381598234, "lr": 0.02, "mask_rcnn/accuracy": 0.8527049785028396, "mask_rcnn/false_negative": 0.11360719507118178, "mask_rcnn/false_positive": 0.17153954448298764, "roi_head/num_bg_samples": 456.25, "roi_head/num_fg_samples": 55.75, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.556691912000133, "total_loss": 1.5053194137872197} {"data_time": 0.012050979500600079, "eta_seconds": 145956.3468006947, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.4660807893925378, "fast_rcnn/fg_cls_accuracy": 0.46126568466994, "iteration": 10239, "loss_box_reg": 0.2807075846940279, "loss_cls": 0.3025235887616873, "loss_mask": 0.3074193149805069, "loss_rpn_cls": 0.0684142557438463, "loss_rpn_loc": 0.10137198853772134, "loss_sem_seg": 0.48791654221713543, "lr": 0.02, "mask_rcnn/accuracy": 0.8583869857466797, "mask_rcnn/false_negative": 0.11766621002760472, "mask_rcnn/false_positive": 0.172936678901859, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.571712034000484, "total_loss": 1.575539404177107} {"data_time": 0.012936461999743187, "eta_seconds": 145983.1216350269, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.5329223872233119, "fast_rcnn/fg_cls_accuracy": 0.4455627387599177, "iteration": 10259, "loss_box_reg": 0.2826311585959047, "loss_cls": 0.2909162286669016, "loss_mask": 0.3201381806284189, "loss_rpn_cls": 0.07402983051724732, "loss_rpn_loc": 0.09590109554119408, "loss_sem_seg": 0.424038901925087, "lr": 0.02, "mask_rcnn/accuracy": 0.8746399212906878, "mask_rcnn/false_negative": 0.10686655558318556, "mask_rcnn/false_positive": 0.1502390015052844, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.561188681999738, "total_loss": 1.5061598315369338} {"data_time": 0.01196148699909827, "eta_seconds": 145921.84584622283, "fast_rcnn/cls_accuracy": 0.90673828125, "fast_rcnn/false_negative": 0.5270589625428335, "fast_rcnn/fg_cls_accuracy": 0.4603211160097388, "iteration": 10279, "loss_box_reg": 0.2830751510336995, "loss_cls": 0.30939664598554373, "loss_mask": 0.3206043168902397, "loss_rpn_cls": 0.07406172703485936, "loss_rpn_loc": 0.09390066674677655, "loss_sem_seg": 0.48949008574709296, "lr": 0.02, "mask_rcnn/accuracy": 0.8557972987239113, "mask_rcnn/false_negative": 0.11184002284705939, "mask_rcnn/false_positive": 0.17652587026461808, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.557088774499789, "total_loss": 1.6183906007208861} {"data_time": 0.013271211500978097, "eta_seconds": 145714.87277640065, "fast_rcnn/cls_accuracy": 0.908203125, "fast_rcnn/false_negative": 0.490140625, "fast_rcnn/fg_cls_accuracy": 0.4852122015915119, "iteration": 10299, "loss_box_reg": 0.28766129072755575, "loss_cls": 0.3070860682055354, "loss_mask": 0.3184826709330082, "loss_rpn_cls": 0.07766353152692318, "loss_rpn_loc": 0.08798055403167382, "loss_sem_seg": 0.44129425566643476, "lr": 0.02, "mask_rcnn/accuracy": 0.8509342737094838, "mask_rcnn/false_negative": 0.11854466341937193, "mask_rcnn/false_positive": 0.19771491544332975, "roi_head/num_bg_samples": 433.0, "roi_head/num_fg_samples": 79.0, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.5567250990006869, "total_loss": 1.5330901711713523} {"data_time": 0.012320617000113998, "eta_seconds": 145699.8863096915, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.5138888888888888, "fast_rcnn/fg_cls_accuracy": 0.4419642857142857, "iteration": 10319, "loss_box_reg": 0.275086666457355, "loss_cls": 0.29457858204841614, "loss_mask": 0.32386408001184464, "loss_rpn_cls": 0.06995673844357952, "loss_rpn_loc": 0.09577405851450749, "loss_sem_seg": 0.47266949713230133, "lr": 0.02, "mask_rcnn/accuracy": 0.8507667388200466, "mask_rcnn/false_negative": 0.12050718847497452, "mask_rcnn/false_positive": 0.18002432828658527, "roi_head/num_bg_samples": 468.75, "roi_head/num_fg_samples": 43.25, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.5575019885000074, "total_loss": 1.5284986213082448} {"data_time": 0.01210198299941112, "eta_seconds": 145784.67087771854, "fast_rcnn/cls_accuracy": 0.9111328125, "fast_rcnn/false_negative": 0.4589803312629399, "fast_rcnn/fg_cls_accuracy": 0.3753723932472691, "iteration": 10339, "loss_box_reg": 0.25938706612214446, "loss_cls": 0.2834139505866915, "loss_mask": 0.31475020106881857, "loss_rpn_cls": 0.07525682379491627, "loss_rpn_loc": 0.08050676737911999, "loss_sem_seg": 0.49201658088713884, "lr": 0.02, "mask_rcnn/accuracy": 0.8608813561436204, "mask_rcnn/false_negative": 0.09896947901480735, "mask_rcnn/false_positive": 0.14775541758161276, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5674046264994104, "total_loss": 1.5611803460633382} {"data_time": 0.012019264000628027, "eta_seconds": 145783.85000067833, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.47105410709279505, "fast_rcnn/fg_cls_accuracy": 0.48333979077876793, "iteration": 10359, "loss_box_reg": 0.2762786247767508, "loss_cls": 0.29384073056280613, "loss_mask": 0.3032887210138142, "loss_rpn_cls": 0.06979519536253065, "loss_rpn_loc": 0.09983004454988986, "loss_sem_seg": 0.4923771610483527, "lr": 0.02, "mask_rcnn/accuracy": 0.8562070196132767, "mask_rcnn/false_negative": 0.1214332090819972, "mask_rcnn/false_positive": 0.1285408591668629, "roi_head/num_bg_samples": 460.5, "roi_head/num_fg_samples": 51.5, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5732075320011063, "total_loss": 1.597460704157129} {"data_time": 0.01218121950114437, "eta_seconds": 145725.39087954792, "fast_rcnn/cls_accuracy": 0.88671875, "fast_rcnn/false_negative": 0.5787298825576337, "fast_rcnn/fg_cls_accuracy": 0.3811965811965812, "iteration": 10379, "loss_box_reg": 0.2896251273341477, "loss_cls": 0.30368643533438444, "loss_mask": 0.32429748494178057, "loss_rpn_cls": 0.07668217777973041, "loss_rpn_loc": 0.10877388407243416, "loss_sem_seg": 0.4342698147520423, "lr": 0.02, "mask_rcnn/accuracy": 0.8365027153582348, "mask_rcnn/false_negative": 0.14100394802672284, "mask_rcnn/false_positive": 0.19304538356194273, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5489213180007937, "total_loss": 1.5663426316459663} {"data_time": 0.013408102499852248, "eta_seconds": 145678.7293335731, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.4546944283786389, "fast_rcnn/fg_cls_accuracy": 0.4943337484433375, "iteration": 10399, "loss_box_reg": 0.26482301065698266, "loss_cls": 0.2752707442268729, "loss_mask": 0.3143367478623986, "loss_rpn_cls": 0.06645633350126445, "loss_rpn_loc": 0.09934348554816097, "loss_sem_seg": 0.4518454223871231, "lr": 0.02, "mask_rcnn/accuracy": 0.8654835814254016, "mask_rcnn/false_negative": 0.13076820809441725, "mask_rcnn/false_positive": 0.1566389675013102, "roi_head/num_bg_samples": 465.25, "roi_head/num_fg_samples": 46.75, "rpn/num_neg_anchors": 235.25, "rpn/num_pos_anchors": 20.75, "time": 0.5532251949989586, "total_loss": 1.4730857181712054} {"data_time": 0.01287890699950367, "eta_seconds": 145702.93886050791, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.502906976744186, "fast_rcnn/fg_cls_accuracy": 0.4137566882568291, "iteration": 10419, "loss_box_reg": 0.302222553640604, "loss_cls": 0.32460183231160045, "loss_mask": 0.3187597319483757, "loss_rpn_cls": 0.06339797956752591, "loss_rpn_loc": 0.09041345457080752, "loss_sem_seg": 0.4427352733910084, "lr": 0.02, "mask_rcnn/accuracy": 0.8602621296797972, "mask_rcnn/false_negative": 0.11753682674685106, "mask_rcnn/false_positive": 0.16631725652049917, "roi_head/num_bg_samples": 456.25, "roi_head/num_fg_samples": 55.75, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5688474930002485, "total_loss": 1.5539617665926926} {"data_time": 0.012152585999501753, "eta_seconds": 145785.8270741868, "fast_rcnn/cls_accuracy": 0.9130859375, "fast_rcnn/false_negative": 0.49862330063672344, "fast_rcnn/fg_cls_accuracy": 0.38860894793098183, "iteration": 10439, "loss_box_reg": 0.2947711581364274, "loss_cls": 0.31488169729709625, "loss_mask": 0.3013309696689248, "loss_rpn_cls": 0.06759381032316014, "loss_rpn_loc": 0.09090484620537609, "loss_sem_seg": 0.46107436437159777, "lr": 0.02, "mask_rcnn/accuracy": 0.8804023101282954, "mask_rcnn/false_negative": 0.10026664397741084, "mask_rcnn/false_positive": 0.1469521777063208, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5693402915003389, "total_loss": 1.555176876252517} {"data_time": 0.012132912499509985, "eta_seconds": 145832.73164562465, "fast_rcnn/cls_accuracy": 0.90625, "fast_rcnn/false_negative": 0.5018796992481203, "fast_rcnn/fg_cls_accuracy": 0.45286750164798945, "iteration": 10459, "loss_box_reg": 0.30884787533432245, "loss_cls": 0.34375122655183077, "loss_mask": 0.31074756011366844, "loss_rpn_cls": 0.07784205820644274, "loss_rpn_loc": 0.09916682815673994, "loss_sem_seg": 0.4466409422457218, "lr": 0.02, "mask_rcnn/accuracy": 0.8711784878247204, "mask_rcnn/false_negative": 0.11126593672891458, "mask_rcnn/false_positive": 0.1586431466849101, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5644386374997339, "total_loss": 1.6116473332585883} {"data_time": 0.012388387500323006, "eta_seconds": 145859.474283397, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.48680844259673806, "fast_rcnn/fg_cls_accuracy": 0.48757062146892655, "iteration": 10479, "loss_box_reg": 0.27923203725367785, "loss_cls": 0.28949260897934437, "loss_mask": 0.3097036415711045, "loss_rpn_cls": 0.0673149221111089, "loss_rpn_loc": 0.11516538384603336, "loss_sem_seg": 0.4675478753633797, "lr": 0.02, "mask_rcnn/accuracy": 0.8617424866287979, "mask_rcnn/false_negative": 0.11471387476911188, "mask_rcnn/false_positive": 0.1453125031884246, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.5570396449993495, "total_loss": 1.5612592207617126} {"data_time": 0.012617960999705247, "eta_seconds": 145958.7522363045, "fast_rcnn/cls_accuracy": 0.90625, "fast_rcnn/false_negative": 0.6042771084337348, "fast_rcnn/fg_cls_accuracy": 0.3068524096385542, "iteration": 10499, "loss_box_reg": 0.27716701850295067, "loss_cls": 0.2984157670289278, "loss_mask": 0.31791627686470747, "loss_rpn_cls": 0.06698144995607436, "loss_rpn_loc": 0.0999319339171052, "loss_sem_seg": 0.45218098256736994, "lr": 0.02, "mask_rcnn/accuracy": 0.8512586235058995, "mask_rcnn/false_negative": 0.12213282688318483, "mask_rcnn/false_positive": 0.15476702508031742, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5673316584998247, "total_loss": 1.4790447723935358} {"data_time": 0.013136249999661231, "eta_seconds": 145863.50087696748, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.4617779444861215, "fast_rcnn/fg_cls_accuracy": 0.48655311519497985, "iteration": 10519, "loss_box_reg": 0.28130018105730414, "loss_cls": 0.2943466827273369, "loss_mask": 0.3019696054980159, "loss_rpn_cls": 0.06434543197974563, "loss_rpn_loc": 0.08935911767184734, "loss_sem_seg": 0.41735600400716066, "lr": 0.02, "mask_rcnn/accuracy": 0.8663112547058744, "mask_rcnn/false_negative": 0.10284279816525135, "mask_rcnn/false_positive": 0.17004739942836172, "roi_head/num_bg_samples": 458.25, "roi_head/num_fg_samples": 53.75, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5520610610001313, "total_loss": 1.457818579452578} {"data_time": 0.01333903849899798, "eta_seconds": 145911.71495092762, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.45326001571091906, "fast_rcnn/fg_cls_accuracy": 0.49977308826866346, "iteration": 10539, "loss_box_reg": 0.278586579952389, "loss_cls": 0.3029659138992429, "loss_mask": 0.3214961336925626, "loss_rpn_cls": 0.06187805102672428, "loss_rpn_loc": 0.08211579918861389, "loss_sem_seg": 0.4756083395332098, "lr": 0.02, "mask_rcnn/accuracy": 0.8779476584075752, "mask_rcnn/false_negative": 0.1283571694254824, "mask_rcnn/false_positive": 0.1262755642411943, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5748784419993171, "total_loss": 1.5421280795708299} {"data_time": 0.0119391859998359, "eta_seconds": 145841.0154540075, "fast_rcnn/cls_accuracy": 0.9111328125, "fast_rcnn/false_negative": 0.46396250808015516, "fast_rcnn/fg_cls_accuracy": 0.37449776785714284, "iteration": 10559, "loss_box_reg": 0.25761163188144565, "loss_cls": 0.28760214475914836, "loss_mask": 0.30332100577652454, "loss_rpn_cls": 0.06928440899355337, "loss_rpn_loc": 0.09598883177386597, "loss_sem_seg": 0.434718519449234, "lr": 0.02, "mask_rcnn/accuracy": 0.8651967439203404, "mask_rcnn/false_negative": 0.09321139647752592, "mask_rcnn/false_positive": 0.16357522353409154, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.5573773314999926, "total_loss": 1.4501286761369556} {"data_time": 0.013255722999929276, "eta_seconds": 145913.75549186458, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.5830819672131147, "fast_rcnn/fg_cls_accuracy": 0.37034161490683226, "iteration": 10579, "loss_box_reg": 0.27625970216467977, "loss_cls": 0.29564697947353125, "loss_mask": 0.3119753198698163, "loss_rpn_cls": 0.07201697363052517, "loss_rpn_loc": 0.10677213803865016, "loss_sem_seg": 0.43237277027219534, "lr": 0.02, "mask_rcnn/accuracy": 0.8501858350794266, "mask_rcnn/false_negative": 0.12647973205730023, "mask_rcnn/false_positive": 0.188662737205448, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.5707819050003309, "total_loss": 1.484867628561915} {"data_time": 0.01287617549951392, "eta_seconds": 145940.9539440231, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.560542197528499, "fast_rcnn/fg_cls_accuracy": 0.4224794193148623, "iteration": 10599, "loss_box_reg": 0.2735270489938557, "loss_cls": 0.2891921123955399, "loss_mask": 0.3245647633448243, "loss_rpn_cls": 0.08008086041081697, "loss_rpn_loc": 0.09667856123996899, "loss_sem_seg": 0.4414821797981858, "lr": 0.02, "mask_rcnn/accuracy": 0.8464251829764164, "mask_rcnn/false_negative": 0.1316099335313824, "mask_rcnn/false_positive": 0.1914536767691836, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5769679214999996, "total_loss": 1.5622807888430543} {"data_time": 0.011865614999805985, "eta_seconds": 145950.2482705754, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.4966041307131326, "fast_rcnn/fg_cls_accuracy": 0.4954907309469465, "iteration": 10619, "loss_box_reg": 0.2761790258809924, "loss_cls": 0.29242444643750787, "loss_mask": 0.3023584606125951, "loss_rpn_cls": 0.07182623771950603, "loss_rpn_loc": 0.09678382414858788, "loss_sem_seg": 0.4420262058265507, "lr": 0.02, "mask_rcnn/accuracy": 0.856738336391869, "mask_rcnn/false_negative": 0.12232736165003483, "mask_rcnn/false_positive": 0.1684228649821989, "roi_head/num_bg_samples": 455.5, "roi_head/num_fg_samples": 56.5, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.5606723509990843, "total_loss": 1.4917068610084243} {"data_time": 0.011676045999593043, "eta_seconds": 145930.72753351452, "fast_rcnn/cls_accuracy": 0.9052734375, "fast_rcnn/false_negative": 0.5218908420567516, "fast_rcnn/fg_cls_accuracy": 0.4447155711453409, "iteration": 10639, "loss_box_reg": 0.27783900243230164, "loss_cls": 0.304299449082464, "loss_mask": 0.3159516965970397, "loss_rpn_cls": 0.07955575446248986, "loss_rpn_loc": 0.10175328626064584, "loss_sem_seg": 0.409690379165113, "lr": 0.02, "mask_rcnn/accuracy": 0.8652273640620631, "mask_rcnn/false_negative": 0.10512675074636703, "mask_rcnn/false_positive": 0.15143399138000718, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5726596025006074, "total_loss": 1.5062525919056498} {"data_time": 0.012568047999593546, "eta_seconds": 145907.1974926731, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.5138308734799963, "fast_rcnn/fg_cls_accuracy": 0.3869565217391304, "iteration": 10659, "loss_box_reg": 0.26089418726041913, "loss_cls": 0.28776203747838736, "loss_mask": 0.3185217687860131, "loss_rpn_cls": 0.0644138720817864, "loss_rpn_loc": 0.08699063945095986, "loss_sem_seg": 0.47839322220534086, "lr": 0.02, "mask_rcnn/accuracy": 0.8547758882992684, "mask_rcnn/false_negative": 0.11863355912737544, "mask_rcnn/false_positive": 0.18387345830798618, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5604718459999276, "total_loss": 1.5472571634163614} {"data_time": 0.012954659000570246, "eta_seconds": 145918.97110230208, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.3997338065661047, "fast_rcnn/fg_cls_accuracy": 0.4357054709995887, "iteration": 10679, "loss_box_reg": 0.2699771714396775, "loss_cls": 0.29437392484396696, "loss_mask": 0.32247396744787693, "loss_rpn_cls": 0.05995608097873628, "loss_rpn_loc": 0.08450808678753674, "loss_sem_seg": 0.466542542912066, "lr": 0.02, "mask_rcnn/accuracy": 0.8721194776892358, "mask_rcnn/false_negative": 0.10961828687187011, "mask_rcnn/false_positive": 0.1585860008126485, "roi_head/num_bg_samples": 464.5, "roi_head/num_fg_samples": 47.5, "rpn/num_neg_anchors": 239.0, "rpn/num_pos_anchors": 17.0, "time": 0.5806426495000778, "total_loss": 1.5326807555393316} {"data_time": 0.012058812500072236, "eta_seconds": 145959.40870064465, "fast_rcnn/cls_accuracy": 0.9140625, "fast_rcnn/false_negative": 0.5195173332507204, "fast_rcnn/fg_cls_accuracy": 0.3840885142255005, "iteration": 10699, "loss_box_reg": 0.2700743267778307, "loss_cls": 0.3084712838754058, "loss_mask": 0.3107830202206969, "loss_rpn_cls": 0.07187951449304819, "loss_rpn_loc": 0.08967548981308937, "loss_sem_seg": 0.4435810409486294, "lr": 0.02, "mask_rcnn/accuracy": 0.863401975873174, "mask_rcnn/false_negative": 0.11656161999614961, "mask_rcnn/false_positive": 0.156352832658388, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5585918169999786, "total_loss": 1.5133131747716106} {"data_time": 0.012828051499127469, "eta_seconds": 145948.15078735462, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.46838998994871267, "fast_rcnn/fg_cls_accuracy": 0.5129020855425945, "iteration": 10719, "loss_box_reg": 0.25797367049381137, "loss_cls": 0.2601660671643913, "loss_mask": 0.30805700551718473, "loss_rpn_cls": 0.0770675300154835, "loss_rpn_loc": 0.09050790694891475, "loss_sem_seg": 0.497964053414762, "lr": 0.02, "mask_rcnn/accuracy": 0.856426637462455, "mask_rcnn/false_negative": 0.11342834032859286, "mask_rcnn/false_positive": 0.15623367825589624, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5593511380002383, "total_loss": 1.5013956660404801} {"data_time": 0.012267711499589495, "eta_seconds": 145879.47187731232, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.49930555555555556, "fast_rcnn/fg_cls_accuracy": 0.42666666666666664, "iteration": 10739, "loss_box_reg": 0.2765547796152532, "loss_cls": 0.2934019681997597, "loss_mask": 0.32032369263470173, "loss_rpn_cls": 0.06693073181668296, "loss_rpn_loc": 0.09251875017071143, "loss_sem_seg": 0.48113369941711426, "lr": 0.02, "mask_rcnn/accuracy": 0.8691013429828454, "mask_rcnn/false_negative": 0.09813983346392617, "mask_rcnn/false_positive": 0.14673254588231838, "roi_head/num_bg_samples": 458.0, "roi_head/num_fg_samples": 54.0, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5552873690003253, "total_loss": 1.532973225490423} {"data_time": 0.013263514499158191, "eta_seconds": 145996.40723520782, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.5412983076534479, "fast_rcnn/fg_cls_accuracy": 0.35180616740088105, "iteration": 10759, "loss_box_reg": 0.2678786846809089, "loss_cls": 0.29633623734116554, "loss_mask": 0.3132522217929363, "loss_rpn_cls": 0.06741389341186732, "loss_rpn_loc": 0.08391304186079651, "loss_sem_seg": 0.4610279845073819, "lr": 0.02, "mask_rcnn/accuracy": 0.8636872169194982, "mask_rcnn/false_negative": 0.1110555880011297, "mask_rcnn/false_positive": 0.1524220470692461, "roi_head/num_bg_samples": 457.5, "roi_head/num_fg_samples": 54.5, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5774982254997667, "total_loss": 1.5049818717416201} {"data_time": 0.012800616499589523, "eta_seconds": 146032.8635963803, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.4759469696969697, "fast_rcnn/fg_cls_accuracy": 0.4772727272727273, "iteration": 10779, "loss_box_reg": 0.26697608968243003, "loss_cls": 0.29727282421663404, "loss_mask": 0.3251954698935151, "loss_rpn_cls": 0.06985108111985028, "loss_rpn_loc": 0.08649425554904155, "loss_sem_seg": 0.49756809254176915, "lr": 0.02, "mask_rcnn/accuracy": 0.8645016245134418, "mask_rcnn/false_negative": 0.11267821053215593, "mask_rcnn/false_positive": 0.15191421969996347, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 0.5650019615004567, "total_loss": 1.5402560980583075} {"data_time": 0.013157646000763634, "eta_seconds": 146021.5965413503, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.55377107364685, "fast_rcnn/fg_cls_accuracy": 0.4091836734693878, "iteration": 10799, "loss_box_reg": 0.2940112529322505, "loss_cls": 0.29369155317544937, "loss_mask": 0.32260642666369677, "loss_rpn_cls": 0.06848116940818727, "loss_rpn_loc": 0.09584761562291533, "loss_sem_seg": 0.45892508374527097, "lr": 0.02, "mask_rcnn/accuracy": 0.8522236323784611, "mask_rcnn/false_negative": 0.12024262217440987, "mask_rcnn/false_positive": 0.1848717484878199, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.5602674955007387, "total_loss": 1.583259705803357} {"data_time": 0.0114665415003401, "eta_seconds": 145987.23866230267, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.4874223602484472, "fast_rcnn/fg_cls_accuracy": 0.4277629084420653, "iteration": 10819, "loss_box_reg": 0.26127324532717466, "loss_cls": 0.27443956350907683, "loss_mask": 0.3081161640584469, "loss_rpn_cls": 0.07269794621970505, "loss_rpn_loc": 0.11096944729797542, "loss_sem_seg": 0.47093118354678154, "lr": 0.02, "mask_rcnn/accuracy": 0.866194050474165, "mask_rcnn/false_negative": 0.11658570212204163, "mask_rcnn/false_positive": 0.143828627801875, "roi_head/num_bg_samples": 458.25, "roi_head/num_fg_samples": 53.75, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5620815599995694, "total_loss": 1.5025808919453993} {"data_time": 0.012729400998978235, "eta_seconds": 146057.77120947963, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.46174645390070923, "fast_rcnn/fg_cls_accuracy": 0.37618628501454154, "iteration": 10839, "loss_box_reg": 0.2758289282210171, "loss_cls": 0.30553014390170574, "loss_mask": 0.31000984739512205, "loss_rpn_cls": 0.06794385926332325, "loss_rpn_loc": 0.09256535291206092, "loss_sem_seg": 0.4329284457489848, "lr": 0.02, "mask_rcnn/accuracy": 0.8708234473034497, "mask_rcnn/false_negative": 0.09328370226165167, "mask_rcnn/false_positive": 0.1427821945996032, "roi_head/num_bg_samples": 460.75, "roi_head/num_fg_samples": 51.25, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5616493279994756, "total_loss": 1.5539228138513863} {"data_time": 0.01299892449969775, "eta_seconds": 146060.37338487516, "fast_rcnn/cls_accuracy": 0.89697265625, "fast_rcnn/false_negative": 0.4958560992080545, "fast_rcnn/fg_cls_accuracy": 0.4538043478260869, "iteration": 10859, "loss_box_reg": 0.3021235102787614, "loss_cls": 0.31021462799981236, "loss_mask": 0.31630154978483915, "loss_rpn_cls": 0.08399117307271808, "loss_rpn_loc": 0.10440580721478909, "loss_sem_seg": 0.46928053814917803, "lr": 0.02, "mask_rcnn/accuracy": 0.8576728682544446, "mask_rcnn/false_negative": 0.11493887007518347, "mask_rcnn/false_positive": 0.14644291750095725, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5652219225003137, "total_loss": 1.5842455309466459} {"data_time": 0.012391606000164757, "eta_seconds": 146025.0489878812, "fast_rcnn/cls_accuracy": 0.89501953125, "fast_rcnn/false_negative": 0.4955998563218391, "fast_rcnn/fg_cls_accuracy": 0.4337979094076655, "iteration": 10879, "loss_box_reg": 0.27058168686926365, "loss_cls": 0.2915511461906135, "loss_mask": 0.3015657663345337, "loss_rpn_cls": 0.0692288022255525, "loss_rpn_loc": 0.0802477007964626, "loss_sem_seg": 0.46710252668708563, "lr": 0.02, "mask_rcnn/accuracy": 0.8371656875548816, "mask_rcnn/false_negative": 0.11635706284915523, "mask_rcnn/false_positive": 0.17135079196740186, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5648311340000873, "total_loss": 1.4662249580724165} {"data_time": 0.012114545000258659, "eta_seconds": 146072.32970205118, "fast_rcnn/cls_accuracy": 0.91259765625, "fast_rcnn/false_negative": 0.51734375, "fast_rcnn/fg_cls_accuracy": 0.4300111982082867, "iteration": 10899, "loss_box_reg": 0.27233994100242853, "loss_cls": 0.29455840960144997, "loss_mask": 0.30950333271175623, "loss_rpn_cls": 0.06632305699167773, "loss_rpn_loc": 0.11122351128142327, "loss_sem_seg": 0.4249872714281082, "lr": 0.02, "mask_rcnn/accuracy": 0.8742132782916122, "mask_rcnn/false_negative": 0.08378861176363656, "mask_rcnn/false_positive": 0.15699593858274263, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5607795075002286, "total_loss": 1.5111028054961935} {"data_time": 0.012692579499343992, "eta_seconds": 146036.59286108136, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.5602716468590832, "fast_rcnn/fg_cls_accuracy": 0.4125, "iteration": 10919, "loss_box_reg": 0.2672116793692112, "loss_cls": 0.29220010968856514, "loss_mask": 0.3230900689959526, "loss_rpn_cls": 0.06414394761668518, "loss_rpn_loc": 0.08694368624128401, "loss_sem_seg": 0.46139700524508953, "lr": 0.02, "mask_rcnn/accuracy": 0.8558316017939434, "mask_rcnn/false_negative": 0.13522163345733273, "mask_rcnn/false_positive": 0.14730649543052493, "roi_head/num_bg_samples": 457.5, "roi_head/num_fg_samples": 54.5, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5573554495013013, "total_loss": 1.4986278387368657} {"data_time": 0.012469918500755739, "eta_seconds": 146135.89806343295, "fast_rcnn/cls_accuracy": 0.908203125, "fast_rcnn/false_negative": 0.563360676112354, "fast_rcnn/fg_cls_accuracy": 0.40593812375249505, "iteration": 10939, "loss_box_reg": 0.2527792677283287, "loss_cls": 0.27379012294113636, "loss_mask": 0.3113460233435035, "loss_rpn_cls": 0.07015457563102245, "loss_rpn_loc": 0.09689976234221831, "loss_sem_seg": 0.40687192883342505, "lr": 0.02, "mask_rcnn/accuracy": 0.8565007635707345, "mask_rcnn/false_negative": 0.11131720539328299, "mask_rcnn/false_positive": 0.1512597806257473, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5672197849999066, "total_loss": 1.4723959660332184} {"data_time": 0.013036380999437824, "eta_seconds": 146040.28555671294, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.46260351966873703, "fast_rcnn/fg_cls_accuracy": 0.4381270903010034, "iteration": 10959, "loss_box_reg": 0.2739028064534068, "loss_cls": 0.2904423177242279, "loss_mask": 0.3064080085605383, "loss_rpn_cls": 0.06452114280546084, "loss_rpn_loc": 0.08207377858343534, "loss_sem_seg": 0.4340095240622759, "lr": 0.02, "mask_rcnn/accuracy": 0.8924233781168998, "mask_rcnn/false_negative": 0.10177689685475082, "mask_rcnn/false_positive": 0.12547892833143476, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5587841849992401, "total_loss": 1.4977787177194841} {"data_time": 0.0128136169996651, "eta_seconds": 145978.87010950962, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.5734070712800151, "fast_rcnn/fg_cls_accuracy": 0.40022046796102695, "iteration": 10979, "loss_box_reg": 0.2643768764100969, "loss_cls": 0.30101426830515265, "loss_mask": 0.3203550009056926, "loss_rpn_cls": 0.06925218121614307, "loss_rpn_loc": 0.08978329645469785, "loss_sem_seg": 0.5018719243817031, "lr": 0.02, "mask_rcnn/accuracy": 0.8612726077961874, "mask_rcnn/false_negative": 0.13278098190118653, "mask_rcnn/false_positive": 0.16679412741682784, "roi_head/num_bg_samples": 459.0, "roi_head/num_fg_samples": 53.0, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5409468239995476, "total_loss": 1.5447471130173653} {"data_time": 0.012450446501134138, "eta_seconds": 145919.177768809, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.5307017543859649, "fast_rcnn/fg_cls_accuracy": 0.45380679262258206, "iteration": 10999, "loss_box_reg": 0.265487193595618, "loss_cls": 0.3023372897878289, "loss_mask": 0.33747958298772573, "loss_rpn_cls": 0.07669507246464491, "loss_rpn_loc": 0.10090711066732183, "loss_sem_seg": 0.4726156797260046, "lr": 0.02, "mask_rcnn/accuracy": 0.8511332417582418, "mask_rcnn/false_negative": 0.12399196764172322, "mask_rcnn/false_positive": 0.1477749052129548, "roi_head/num_bg_samples": 462.0, "roi_head/num_fg_samples": 50.0, "rpn/num_neg_anchors": 236.0, "rpn/num_pos_anchors": 20.0, "time": 0.5658045800000764, "total_loss": 1.5568784570496064} {"data_time": 0.011901472999852558, "eta_seconds": 146090.77019067295, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.42653061224489797, "fast_rcnn/fg_cls_accuracy": 0.5224489795918368, "iteration": 11019, "loss_box_reg": 0.30189288267865777, "loss_cls": 0.28140999330207705, "loss_mask": 0.31096938997507095, "loss_rpn_cls": 0.06264175625983626, "loss_rpn_loc": 0.09231865231413394, "loss_sem_seg": 0.45127819385379553, "lr": 0.02, "mask_rcnn/accuracy": 0.8628093015321631, "mask_rcnn/false_negative": 0.11928061851367536, "mask_rcnn/false_positive": 0.13679363863197874, "roi_head/num_bg_samples": 458.25, "roi_head/num_fg_samples": 53.75, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5717405304994827, "total_loss": 1.4689562987769023} {"data_time": 0.01248643700091634, "eta_seconds": 146152.6588185387, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.47855113636363633, "fast_rcnn/fg_cls_accuracy": 0.496857782369146, "iteration": 11039, "loss_box_reg": 0.2704223608598113, "loss_cls": 0.2816314618103206, "loss_mask": 0.3076616320759058, "loss_rpn_cls": 0.06862208060920238, "loss_rpn_loc": 0.08512249682098627, "loss_sem_seg": 0.4437623731791973, "lr": 0.02, "mask_rcnn/accuracy": 0.8626569764005989, "mask_rcnn/false_negative": 0.10674399811983967, "mask_rcnn/false_positive": 0.16527886382785284, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5644150080006511, "total_loss": 1.5050840626936406} {"data_time": 0.012338632000137295, "eta_seconds": 146110.8408900576, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.4419642857142857, "fast_rcnn/fg_cls_accuracy": 0.5073562443845463, "iteration": 11059, "loss_box_reg": 0.2933486052788794, "loss_cls": 0.30896355397999287, "loss_mask": 0.3292135950177908, "loss_rpn_cls": 0.07513123203534633, "loss_rpn_loc": 0.08793164778035134, "loss_sem_seg": 0.49035024642944336, "lr": 0.02, "mask_rcnn/accuracy": 0.8535442591670814, "mask_rcnn/false_negative": 0.13161538106043674, "mask_rcnn/false_positive": 0.15875066253536507, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5614683339999829, "total_loss": 1.6052203919971362} {"data_time": 0.012155620000157796, "eta_seconds": 146014.66449516508, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.5081692131060673, "fast_rcnn/fg_cls_accuracy": 0.3990648774302621, "iteration": 11079, "loss_box_reg": 0.2503214990720153, "loss_cls": 0.2947927857749164, "loss_mask": 0.3118169270455837, "loss_rpn_cls": 0.07337204198120162, "loss_rpn_loc": 0.08101449284004048, "loss_sem_seg": 0.5002820659428835, "lr": 0.02, "mask_rcnn/accuracy": 0.8690783597017999, "mask_rcnn/false_negative": 0.09593845699785328, "mask_rcnn/false_positive": 0.168648935825935, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5565790194996225, "total_loss": 1.5337819236447103} {"data_time": 0.012049577999277972, "eta_seconds": 145961.35735624298, "fast_rcnn/cls_accuracy": 0.8984375, "fast_rcnn/false_negative": 0.5027472527472527, "fast_rcnn/fg_cls_accuracy": 0.4669655497876357, "iteration": 11099, "loss_box_reg": 0.2837641853839159, "loss_cls": 0.29612463200464845, "loss_mask": 0.29979233630001545, "loss_rpn_cls": 0.06651984475320205, "loss_rpn_loc": 0.0894148111983668, "loss_sem_seg": 0.4058202337473631, "lr": 0.02, "mask_rcnn/accuracy": 0.8533684480584521, "mask_rcnn/false_negative": 0.1371378801241689, "mask_rcnn/false_positive": 0.17607651999905694, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.5574180720004733, "total_loss": 1.4480913048610091} {"data_time": 0.011864981000144326, "eta_seconds": 145915.609563917, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.49147509578544063, "fast_rcnn/fg_cls_accuracy": 0.4061007957559682, "iteration": 11119, "loss_box_reg": 0.2787614092230797, "loss_cls": 0.3004861231893301, "loss_mask": 0.30799628235399723, "loss_rpn_cls": 0.06537531269714236, "loss_rpn_loc": 0.0938629656448029, "loss_sem_seg": 0.47774413228034973, "lr": 0.02, "mask_rcnn/accuracy": 0.8545903841334513, "mask_rcnn/false_negative": 0.11231332612889579, "mask_rcnn/false_positive": 0.1335392600395931, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5619646329996613, "total_loss": 1.546640841756016} {"data_time": 0.011929627499739581, "eta_seconds": 146005.46651479768, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.5475810738968634, "fast_rcnn/fg_cls_accuracy": 0.41348469212246297, "iteration": 11139, "loss_box_reg": 0.2764528011903167, "loss_cls": 0.2908913725987077, "loss_mask": 0.31371348164975643, "loss_rpn_cls": 0.06785096612293273, "loss_rpn_loc": 0.088484609965235, "loss_sem_seg": 0.447851256467402, "lr": 0.02, "mask_rcnn/accuracy": 0.8804581759305943, "mask_rcnn/false_negative": 0.11342407364338732, "mask_rcnn/false_positive": 0.13354809981852275, "roi_head/num_bg_samples": 459.75, "roi_head/num_fg_samples": 52.25, "rpn/num_neg_anchors": 235.0, "rpn/num_pos_anchors": 21.0, "time": 0.5699163870003758, "total_loss": 1.5079930452047847} {"data_time": 0.012499474499236385, "eta_seconds": 145994.18590732766, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.49503991319848095, "fast_rcnn/fg_cls_accuracy": 0.4629742341245689, "iteration": 11159, "loss_box_reg": 0.26804398745298386, "loss_cls": 0.3165855589322746, "loss_mask": 0.2983135785907507, "loss_rpn_cls": 0.07404047402087599, "loss_rpn_loc": 0.0866817346541211, "loss_sem_seg": 0.4738238649442792, "lr": 0.02, "mask_rcnn/accuracy": 0.8751400322679954, "mask_rcnn/false_negative": 0.09730766846677183, "mask_rcnn/false_positive": 0.159777051820222, "roi_head/num_bg_samples": 461.75, "roi_head/num_fg_samples": 50.25, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5675756584996634, "total_loss": 1.57005192496581} {"data_time": 0.011858714500704082, "eta_seconds": 146099.64534699987, "fast_rcnn/cls_accuracy": 0.9091796875, "fast_rcnn/false_negative": 0.5419703279541905, "fast_rcnn/fg_cls_accuracy": 0.4175633668101387, "iteration": 11179, "loss_box_reg": 0.2734388643875718, "loss_cls": 0.3056951994076371, "loss_mask": 0.313695271499455, "loss_rpn_cls": 0.0674596035387367, "loss_rpn_loc": 0.09102820814587176, "loss_sem_seg": 0.4682830674573779, "lr": 0.02, "mask_rcnn/accuracy": 0.8390919632994951, "mask_rcnn/false_negative": 0.11976941006527211, "mask_rcnn/false_positive": 0.16697377076842157, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5681933645000754, "total_loss": 1.5478769873734564} {"data_time": 0.011906519999683951, "eta_seconds": 146086.52431335137, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.5983432062199185, "fast_rcnn/fg_cls_accuracy": 0.35252344180915607, "iteration": 11199, "loss_box_reg": 0.2736219307407737, "loss_cls": 0.3015825026668608, "loss_mask": 0.3150729387998581, "loss_rpn_cls": 0.06667101971106604, "loss_rpn_loc": 0.08871098951203749, "loss_sem_seg": 0.4423748692497611, "lr": 0.02, "mask_rcnn/accuracy": 0.8681920530271479, "mask_rcnn/false_negative": 0.10375032067758508, "mask_rcnn/false_positive": 0.16176924522602992, "roi_head/num_bg_samples": 470.25, "roi_head/num_fg_samples": 41.75, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.556522200499785, "total_loss": 1.4970635955105536} {"data_time": 0.012744202999783738, "eta_seconds": 145963.7981642088, "fast_rcnn/cls_accuracy": 0.900390625, "fast_rcnn/false_negative": 0.6058651026392962, "fast_rcnn/fg_cls_accuracy": 0.33214553638409605, "iteration": 11219, "loss_box_reg": 0.26587369944900274, "loss_cls": 0.2965218164026737, "loss_mask": 0.309729740023613, "loss_rpn_cls": 0.0698258331976831, "loss_rpn_loc": 0.08486018801340833, "loss_sem_seg": 0.5174539899453521, "lr": 0.02, "mask_rcnn/accuracy": 0.8737889073767814, "mask_rcnn/false_negative": 0.10313765763797643, "mask_rcnn/false_positive": 0.13821798403756477, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5565440520003904, "total_loss": 1.5224652794131543} {"data_time": 0.012729371000204992, "eta_seconds": 145973.7227537632, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.556896551724138, "fast_rcnn/fg_cls_accuracy": 0.39163874505025886, "iteration": 11239, "loss_box_reg": 0.26975082932040095, "loss_cls": 0.2976113259792328, "loss_mask": 0.31727187242358923, "loss_rpn_cls": 0.06642691284650937, "loss_rpn_loc": 0.09394302882719785, "loss_sem_seg": 0.5213274769484997, "lr": 0.02, "mask_rcnn/accuracy": 0.8443908027506414, "mask_rcnn/false_negative": 0.11238884453576764, "mask_rcnn/false_positive": 0.20168316473712344, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5755562574995565, "total_loss": 1.5497511603171006} {"data_time": 0.012093567500414792, "eta_seconds": 146028.4950064586, "fast_rcnn/cls_accuracy": 0.91015625, "fast_rcnn/false_negative": 0.5093979620833841, "fast_rcnn/fg_cls_accuracy": 0.44921875, "iteration": 11259, "loss_box_reg": 0.2938197026960552, "loss_cls": 0.31362679693847895, "loss_mask": 0.3140928465873003, "loss_rpn_cls": 0.0742962914519012, "loss_rpn_loc": 0.08866636315360665, "loss_sem_seg": 0.48044862318784, "lr": 0.02, "mask_rcnn/accuracy": 0.8591196483485761, "mask_rcnn/false_negative": 0.1175189031367128, "mask_rcnn/false_positive": 0.16466274938770026, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5578782194997984, "total_loss": 1.5704207835369743} {"data_time": 0.012481259499509179, "eta_seconds": 146054.79476201048, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.5695652173913044, "fast_rcnn/fg_cls_accuracy": 0.3870420624151968, "iteration": 11279, "loss_box_reg": 0.27807805268093944, "loss_cls": 0.3054060288704932, "loss_mask": 0.3082611095160246, "loss_rpn_cls": 0.07167107268469408, "loss_rpn_loc": 0.09058281991747208, "loss_sem_seg": 0.4552129050716758, "lr": 0.02, "mask_rcnn/accuracy": 0.8722952376337239, "mask_rcnn/false_negative": 0.11474075682112278, "mask_rcnn/false_positive": 0.15282385921073882, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 237.75, "rpn/num_pos_anchors": 18.25, "time": 0.5716256704999978, "total_loss": 1.5254877493716776} {"data_time": 0.012839493000683433, "eta_seconds": 146056.91309799725, "fast_rcnn/cls_accuracy": 0.912109375, "fast_rcnn/false_negative": 0.5170166229221347, "fast_rcnn/fg_cls_accuracy": 0.47059620596205964, "iteration": 11299, "loss_box_reg": 0.2776831490918994, "loss_cls": 0.30681101651862264, "loss_mask": 0.31295883283019066, "loss_rpn_cls": 0.06958741543348879, "loss_rpn_loc": 0.08900018769782037, "loss_sem_seg": 0.45247888611629605, "lr": 0.02, "mask_rcnn/accuracy": 0.8592417706485862, "mask_rcnn/false_negative": 0.10900360397857467, "mask_rcnn/false_positive": 0.14958384630034144, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5643485585005692, "total_loss": 1.572992397006601} {"data_time": 0.012708600999758346, "eta_seconds": 146096.42144052638, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.4783313629454484, "fast_rcnn/fg_cls_accuracy": 0.392619375573921, "iteration": 11319, "loss_box_reg": 0.26945590740069747, "loss_cls": 0.31273891031742096, "loss_mask": 0.3237508190795779, "loss_rpn_cls": 0.06411140109412372, "loss_rpn_loc": 0.09226747148204595, "loss_sem_seg": 0.4577862722799182, "lr": 0.02, "mask_rcnn/accuracy": 0.8441435383053745, "mask_rcnn/false_negative": 0.11610417343345245, "mask_rcnn/false_positive": 0.17924506043053154, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5678067025000928, "total_loss": 1.555765705415979} {"data_time": 0.011666585000966734, "eta_seconds": 146139.13566161363, "fast_rcnn/cls_accuracy": 0.91357421875, "fast_rcnn/false_negative": 0.4661458333333333, "fast_rcnn/fg_cls_accuracy": 0.4650289778714436, "iteration": 11339, "loss_box_reg": 0.2901096697896719, "loss_cls": 0.30331814335659146, "loss_mask": 0.3110404973849654, "loss_rpn_cls": 0.0677132747368887, "loss_rpn_loc": 0.09057222917908803, "loss_sem_seg": 0.4385814121924341, "lr": 0.02, "mask_rcnn/accuracy": 0.8532695347160604, "mask_rcnn/false_negative": 0.1168746683020811, "mask_rcnn/false_positive": 0.17612168931214758, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.5759042284998941, "total_loss": 1.5385331726865843} {"data_time": 0.013026980499489582, "eta_seconds": 146084.92370416128, "fast_rcnn/cls_accuracy": 0.90576171875, "fast_rcnn/false_negative": 0.5974137931034482, "fast_rcnn/fg_cls_accuracy": 0.35929802955665024, "iteration": 11359, "loss_box_reg": 0.2988674424123019, "loss_cls": 0.320866959169507, "loss_mask": 0.3101058630272746, "loss_rpn_cls": 0.0669723623432219, "loss_rpn_loc": 0.09882169956108555, "loss_sem_seg": 0.44998715724796057, "lr": 0.02, "mask_rcnn/accuracy": 0.8585782583027539, "mask_rcnn/false_negative": 0.10953802818358373, "mask_rcnn/false_positive": 0.164385819160837, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5727240614996845, "total_loss": 1.567125236557331} {"data_time": 0.01215882549968228, "eta_seconds": 146205.138333845, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.4486997155627793, "fast_rcnn/fg_cls_accuracy": 0.4815143448683822, "iteration": 11379, "loss_box_reg": 0.2888022274710238, "loss_cls": 0.3048828151077032, "loss_mask": 0.3144065644592047, "loss_rpn_cls": 0.07154718972742558, "loss_rpn_loc": 0.08086959726642817, "loss_sem_seg": 0.47752810548990965, "lr": 0.02, "mask_rcnn/accuracy": 0.8497590228956688, "mask_rcnn/false_negative": 0.09245626871648323, "mask_rcnn/false_positive": 0.18586997371344818, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.565709045499716, "total_loss": 1.5389535605208948} {"data_time": 0.012092300499716657, "eta_seconds": 146193.831816715, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.49086701380279363, "fast_rcnn/fg_cls_accuracy": 0.39268037312012183, "iteration": 11399, "loss_box_reg": 0.2660542451776564, "loss_cls": 0.26496432861313224, "loss_mask": 0.32775719836354256, "loss_rpn_cls": 0.06365176363033243, "loss_rpn_loc": 0.09638061595615, "loss_sem_seg": 0.4402578491717577, "lr": 0.02, "mask_rcnn/accuracy": 0.8695078306047693, "mask_rcnn/false_negative": 0.0983827792210139, "mask_rcnn/false_positive": 0.1488072396479882, "roi_head/num_bg_samples": 460.25, "roi_head/num_fg_samples": 51.75, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5611469264995321, "total_loss": 1.4597275805426762} {"data_time": 0.011783398000261514, "eta_seconds": 146182.52529958502, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.5013888888888889, "fast_rcnn/fg_cls_accuracy": 0.4032520325203252, "iteration": 11419, "loss_box_reg": 0.297925625462085, "loss_cls": 0.3346376232802868, "loss_mask": 0.30941226799041033, "loss_rpn_cls": 0.07162299528135918, "loss_rpn_loc": 0.09234184317756444, "loss_sem_seg": 0.4509311877191067, "lr": 0.02, "mask_rcnn/accuracy": 0.8705540810074031, "mask_rcnn/false_negative": 0.1008733163811271, "mask_rcnn/false_positive": 0.15896899363875439, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 236.25, "rpn/num_pos_anchors": 19.75, "time": 0.5772270234992902, "total_loss": 1.595341428881511} {"data_time": 0.012653679499635473, "eta_seconds": 146222.8403568881, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.46197742807184866, "fast_rcnn/fg_cls_accuracy": 0.4616421568627451, "iteration": 11439, "loss_box_reg": 0.2909234715625644, "loss_cls": 0.2969108037650585, "loss_mask": 0.31783540919423103, "loss_rpn_cls": 0.06854472844861448, "loss_rpn_loc": 0.09872149955481291, "loss_sem_seg": 0.4666785830631852, "lr": 0.02, "mask_rcnn/accuracy": 0.8673538305190256, "mask_rcnn/false_negative": 0.10712693137362203, "mask_rcnn/false_positive": 0.16043924036232637, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.5765709609995611, "total_loss": 1.5523068064358085} {"data_time": 0.01150594749924494, "eta_seconds": 146211.5298467681, "fast_rcnn/cls_accuracy": 0.89892578125, "fast_rcnn/false_negative": 0.5079058872162321, "fast_rcnn/fg_cls_accuracy": 0.4080919080919081, "iteration": 11459, "loss_box_reg": 0.2724429382942617, "loss_cls": 0.30173551850020885, "loss_mask": 0.32812850177288055, "loss_rpn_cls": 0.08428786532022059, "loss_rpn_loc": 0.12114958197344095, "loss_sem_seg": 0.45751312747597694, "lr": 0.02, "mask_rcnn/accuracy": 0.8501877423931647, "mask_rcnn/false_negative": 0.13364432156458117, "mask_rcnn/false_positive": 0.19262691557236145, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.5651325014996473, "total_loss": 1.597558877314441} {"data_time": 0.012394596500598709, "eta_seconds": 146242.92338661387, "fast_rcnn/cls_accuracy": 0.89404296875, "fast_rcnn/false_negative": 0.5153846153846153, "fast_rcnn/fg_cls_accuracy": 0.4228085867620751, "iteration": 11479, "loss_box_reg": 0.29130513267591596, "loss_cls": 0.3227706332691014, "loss_mask": 0.31617719400674105, "loss_rpn_cls": 0.07063686929177493, "loss_rpn_loc": 0.09191100543830544, "loss_sem_seg": 0.46979428408667445, "lr": 0.02, "mask_rcnn/accuracy": 0.8559903948228818, "mask_rcnn/false_negative": 0.11685936379177458, "mask_rcnn/false_positive": 0.16961835881662118, "roi_head/num_bg_samples": 431.25, "roi_head/num_fg_samples": 80.75, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.565311535499859, "total_loss": 1.6139313450548798} {"data_time": 0.012778438999703212, "eta_seconds": 146137.29923106503, "fast_rcnn/cls_accuracy": 0.91357421875, "fast_rcnn/false_negative": 0.5322664584959667, "fast_rcnn/fg_cls_accuracy": 0.43539274649170767, "iteration": 11499, "loss_box_reg": 0.2788396216928959, "loss_cls": 0.30756469536572695, "loss_mask": 0.3164018802344799, "loss_rpn_cls": 0.06940948913688771, "loss_rpn_loc": 0.08855534094618633, "loss_sem_seg": 0.4365530405193567, "lr": 0.02, "mask_rcnn/accuracy": 0.8653702127334275, "mask_rcnn/false_negative": 0.1212679694095544, "mask_rcnn/false_positive": 0.16377836316440553, "roi_head/num_bg_samples": 459.25, "roi_head/num_fg_samples": 52.75, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5606770284994127, "total_loss": 1.5101976989826653} {"data_time": 0.01275470800101175, "eta_seconds": 146150.5469872132, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.390470297029703, "fast_rcnn/fg_cls_accuracy": 0.5102347313383024, "iteration": 11519, "loss_box_reg": 0.2644319818355143, "loss_cls": 0.2854418579954654, "loss_mask": 0.30433868151158094, "loss_rpn_cls": 0.07062460843008012, "loss_rpn_loc": 0.07660445901274215, "loss_sem_seg": 0.4217959111556411, "lr": 0.02, "mask_rcnn/accuracy": 0.8841884873250212, "mask_rcnn/false_negative": 0.10078533299725856, "mask_rcnn/false_positive": 0.13878117713203333, "roi_head/num_bg_samples": 461.5, "roi_head/num_fg_samples": 50.5, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5633716090005692, "total_loss": 1.4271158798947} {"data_time": 0.013005382999836002, "eta_seconds": 146026.13900911357, "fast_rcnn/cls_accuracy": 0.908203125, "fast_rcnn/false_negative": 0.4981143934632307, "fast_rcnn/fg_cls_accuracy": 0.4375, "iteration": 11539, "loss_box_reg": 0.28178007528185844, "loss_cls": 0.28796085994690657, "loss_mask": 0.30714866053313017, "loss_rpn_cls": 0.07024986203759909, "loss_rpn_loc": 0.08976285939570516, "loss_sem_seg": 0.4421352450735867, "lr": 0.02, "mask_rcnn/accuracy": 0.8541480878065513, "mask_rcnn/false_negative": 0.12328536131680129, "mask_rcnn/false_positive": 0.17119756030594635, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.555620576500587, "total_loss": 1.5166423988412134} {"data_time": 0.012544459998935054, "eta_seconds": 146103.37967967504, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.4583333333333333, "fast_rcnn/fg_cls_accuracy": 0.46318527410964383, "iteration": 11559, "loss_box_reg": 0.2856064294464886, "loss_cls": 0.280959096737206, "loss_mask": 0.3082733731716871, "loss_rpn_cls": 0.06744369328953326, "loss_rpn_loc": 0.09393857070244849, "loss_sem_seg": 0.4802907621487975, "lr": 0.02, "mask_rcnn/accuracy": 0.8542006665569454, "mask_rcnn/false_negative": 0.12393495392560189, "mask_rcnn/false_positive": 0.16464727087732353, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5543437080004878, "total_loss": 1.5108485920354724} {"data_time": 0.01435023649901268, "eta_seconds": 146109.0830787895, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.5, "fast_rcnn/fg_cls_accuracy": 0.474777183600713, "iteration": 11579, "loss_box_reg": 0.26492694881744683, "loss_cls": 0.29490444995462894, "loss_mask": 0.3110631611198187, "loss_rpn_cls": 0.06296187837142497, "loss_rpn_loc": 0.07967961800750345, "loss_sem_seg": 0.48214317113161087, "lr": 0.02, "mask_rcnn/accuracy": 0.8455666055484694, "mask_rcnn/false_negative": 0.13585626406420892, "mask_rcnn/false_positive": 0.15695650969424335, "roi_head/num_bg_samples": 462.0, "roi_head/num_fg_samples": 50.0, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5693606819995694, "total_loss": 1.5388367492123507} {"data_time": 0.011548160500751692, "eta_seconds": 145933.28569592675, "fast_rcnn/cls_accuracy": 0.88916015625, "fast_rcnn/false_negative": 0.567367601246106, "fast_rcnn/fg_cls_accuracy": 0.35112404981400613, "iteration": 11599, "loss_box_reg": 0.2946384847164154, "loss_cls": 0.3050270900130272, "loss_mask": 0.3165047997608781, "loss_rpn_cls": 0.07110373605974019, "loss_rpn_loc": 0.08646366669563577, "loss_sem_seg": 0.45536673814058304, "lr": 0.02, "mask_rcnn/accuracy": 0.8388870303170395, "mask_rcnn/false_negative": 0.12666019837050882, "mask_rcnn/false_positive": 0.17149588807604366, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5619470540013936, "total_loss": 1.5222657033009455} {"data_time": 0.012712425500467361, "eta_seconds": 145872.1010984543, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.5350247780301467, "fast_rcnn/fg_cls_accuracy": 0.41923908167842433, "iteration": 11619, "loss_box_reg": 0.2754329047165811, "loss_cls": 0.2961549712345004, "loss_mask": 0.31067009177058935, "loss_rpn_cls": 0.06724326813127846, "loss_rpn_loc": 0.08574803147348575, "loss_sem_seg": 0.46721045207232237, "lr": 0.02, "mask_rcnn/accuracy": 0.8738839285714286, "mask_rcnn/false_negative": 0.1304944331012568, "mask_rcnn/false_positive": 0.13172527226693875, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5550686529995801, "total_loss": 1.5221021123579703} {"data_time": 0.012006986999949731, "eta_seconds": 145838.15560265136, "fast_rcnn/cls_accuracy": 0.900390625, "fast_rcnn/false_negative": 0.500198347107438, "fast_rcnn/fg_cls_accuracy": 0.3788529411764706, "iteration": 11639, "loss_box_reg": 0.27019032184034586, "loss_cls": 0.2678328645415604, "loss_mask": 0.31343223061412573, "loss_rpn_cls": 0.062474722653860226, "loss_rpn_loc": 0.08548001077724621, "loss_sem_seg": 0.47370228823274374, "lr": 0.02, "mask_rcnn/accuracy": 0.8638227513227513, "mask_rcnn/false_negative": 0.10773853104805682, "mask_rcnn/false_positive": 0.1795693510368494, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5604444834998503, "total_loss": 1.4946227117470698} {"data_time": 0.01232327300022007, "eta_seconds": 145814.96382941733, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.5542806707855251, "fast_rcnn/fg_cls_accuracy": 0.4051695616211745, "iteration": 11659, "loss_box_reg": 0.2616770127788186, "loss_cls": 0.27008190844208, "loss_mask": 0.29189657885581255, "loss_rpn_cls": 0.06729736237321049, "loss_rpn_loc": 0.0982374039303977, "loss_sem_seg": 0.4735419787466526, "lr": 0.02, "mask_rcnn/accuracy": 0.8648843599628079, "mask_rcnn/false_negative": 0.10928101023053552, "mask_rcnn/false_positive": 0.155167612031833, "roi_head/num_bg_samples": 456.25, "roi_head/num_fg_samples": 55.75, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5612892649996866, "total_loss": 1.4714987515471876} {"data_time": 0.012751024500175845, "eta_seconds": 145815.57662895136, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.5315258511979823, "fast_rcnn/fg_cls_accuracy": 0.43910424305919327, "iteration": 11679, "loss_box_reg": 0.26068441942334175, "loss_cls": 0.2874228707514703, "loss_mask": 0.30605496000498533, "loss_rpn_cls": 0.06505969725549221, "loss_rpn_loc": 0.08353941328823566, "loss_sem_seg": 0.46902106376364827, "lr": 0.02, "mask_rcnn/accuracy": 0.8662961970502487, "mask_rcnn/false_negative": 0.11501455624044746, "mask_rcnn/false_positive": 0.16900152631234233, "roi_head/num_bg_samples": 461.75, "roi_head/num_fg_samples": 50.25, "rpn/num_neg_anchors": 235.25, "rpn/num_pos_anchors": 20.75, "time": 0.5855691705000936, "total_loss": 1.4796402435167693} {"data_time": 0.01214512749993446, "eta_seconds": 145792.38669859729, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.46131528046421666, "fast_rcnn/fg_cls_accuracy": 0.44355525803310614, "iteration": 11699, "loss_box_reg": 0.26891186414286494, "loss_cls": 0.30541096813976765, "loss_mask": 0.3173825806006789, "loss_rpn_cls": 0.07161131384782493, "loss_rpn_loc": 0.10476422007195652, "loss_sem_seg": 0.47153596207499504, "lr": 0.02, "mask_rcnn/accuracy": 0.88612158894897, "mask_rcnn/false_negative": 0.09278589504931445, "mask_rcnn/false_positive": 0.1121236577886924, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5624509714998567, "total_loss": 1.5509009544330183} {"data_time": 0.012478341999667464, "eta_seconds": 145842.05683999887, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.46198372966207757, "fast_rcnn/fg_cls_accuracy": 0.48664705882352943, "iteration": 11719, "loss_box_reg": 0.30358936730772257, "loss_cls": 0.3187534096650779, "loss_mask": 0.298081886023283, "loss_rpn_cls": 0.0598619740922004, "loss_rpn_loc": 0.07709268789039925, "loss_sem_seg": 0.4506222577765584, "lr": 0.02, "mask_rcnn/accuracy": 0.87320580082541, "mask_rcnn/false_negative": 0.12151633262550426, "mask_rcnn/false_positive": 0.13059315355476336, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5695614895003018, "total_loss": 1.4786876418656902} {"data_time": 0.013056553500064183, "eta_seconds": 145931.44092316125, "fast_rcnn/cls_accuracy": 0.89013671875, "fast_rcnn/false_negative": 0.562303100646659, "fast_rcnn/fg_cls_accuracy": 0.34941503532954943, "iteration": 11739, "loss_box_reg": 0.29197386652231216, "loss_cls": 0.3090295596048236, "loss_mask": 0.32283550407737494, "loss_rpn_cls": 0.06105164147447795, "loss_rpn_loc": 0.09915632905904204, "loss_sem_seg": 0.42452831380069256, "lr": 0.02, "mask_rcnn/accuracy": 0.8625056650002124, "mask_rcnn/false_negative": 0.12408304153507281, "mask_rcnn/false_positive": 0.17457660851382742, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5722494629990251, "total_loss": 1.4948897510766983} {"data_time": 0.011778056500588718, "eta_seconds": 145791.2349722457, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.45185416590098865, "fast_rcnn/fg_cls_accuracy": 0.5192659904198366, "iteration": 11759, "loss_box_reg": 0.2787955477833748, "loss_cls": 0.2894234349951148, "loss_mask": 0.3022879380732775, "loss_rpn_cls": 0.06411873712204397, "loss_rpn_loc": 0.0871721210423857, "loss_sem_seg": 0.46814594604074955, "lr": 0.02, "mask_rcnn/accuracy": 0.8678507849025578, "mask_rcnn/false_negative": 0.11383765018631231, "mask_rcnn/false_positive": 0.14619830892240188, "roi_head/num_bg_samples": 460.75, "roi_head/num_fg_samples": 51.25, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5639956015011194, "total_loss": 1.519139276468195} {"data_time": 0.01276382850119262, "eta_seconds": 145865.45995449778, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.5239766081871344, "fast_rcnn/fg_cls_accuracy": 0.4617376775271512, "iteration": 11779, "loss_box_reg": 0.2505423096008599, "loss_cls": 0.2772396267391741, "loss_mask": 0.30725276190787554, "loss_rpn_cls": 0.07724124181549996, "loss_rpn_loc": 0.0924002495885361, "loss_sem_seg": 0.49453598028048873, "lr": 0.02, "mask_rcnn/accuracy": 0.8746559607130397, "mask_rcnn/false_negative": 0.12896333597174903, "mask_rcnn/false_positive": 0.15184957052900708, "roi_head/num_bg_samples": 464.0, "roi_head/num_fg_samples": 48.0, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5825226079996355, "total_loss": 1.458307519176742} {"data_time": 0.012951883500136319, "eta_seconds": 145947.34013048589, "fast_rcnn/cls_accuracy": 0.91015625, "fast_rcnn/false_negative": 0.5076636288318144, "fast_rcnn/fg_cls_accuracy": 0.4227195945945946, "iteration": 11799, "loss_box_reg": 0.2730356580577791, "loss_cls": 0.29376199934631586, "loss_mask": 0.30642116721719503, "loss_rpn_cls": 0.06783115211874247, "loss_rpn_loc": 0.08994089072803035, "loss_sem_seg": 0.4633570620790124, "lr": 0.02, "mask_rcnn/accuracy": 0.8689189456423676, "mask_rcnn/false_negative": 0.10382595178291693, "mask_rcnn/false_positive": 0.1353127320426592, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5646304269994289, "total_loss": 1.4799067613203079} {"data_time": 0.013107729500006826, "eta_seconds": 145973.38907582956, "fast_rcnn/cls_accuracy": 0.9091796875, "fast_rcnn/false_negative": 0.43100659450043544, "fast_rcnn/fg_cls_accuracy": 0.48318659819026655, "iteration": 11819, "loss_box_reg": 0.2891945498995483, "loss_cls": 0.2886062911711633, "loss_mask": 0.31429168209433556, "loss_rpn_cls": 0.06487666931934655, "loss_rpn_loc": 0.104208845179528, "loss_sem_seg": 0.45645173266530037, "lr": 0.02, "mask_rcnn/accuracy": 0.8596173295018622, "mask_rcnn/false_negative": 0.10580211769494607, "mask_rcnn/false_positive": 0.16402631652340394, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.567881856501117, "total_loss": 1.547685459110653} {"data_time": 0.013159574000383145, "eta_seconds": 146089.55417370683, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.4658333333333333, "fast_rcnn/fg_cls_accuracy": 0.5149659863945578, "iteration": 11839, "loss_box_reg": 0.27188233844935894, "loss_cls": 0.29890581499785185, "loss_mask": 0.3004164481535554, "loss_rpn_cls": 0.05645490039023571, "loss_rpn_loc": 0.07699080189922825, "loss_sem_seg": 0.4590856721624732, "lr": 0.02, "mask_rcnn/accuracy": 0.8558919008332817, "mask_rcnn/false_negative": 0.11088166405195457, "mask_rcnn/false_positive": 0.1697582726328554, "roi_head/num_bg_samples": 459.75, "roi_head/num_fg_samples": 52.25, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5752137139998013, "total_loss": 1.4549778933869675} {"data_time": 0.01297105300000112, "eta_seconds": 146130.34971162843, "fast_rcnn/cls_accuracy": 0.90625, "fast_rcnn/false_negative": 0.46540455674017817, "fast_rcnn/fg_cls_accuracy": 0.4951750758202371, "iteration": 11859, "loss_box_reg": 0.27930892491713166, "loss_cls": 0.3114153267815709, "loss_mask": 0.3118474446237087, "loss_rpn_cls": 0.06350838800426573, "loss_rpn_loc": 0.08929248782806098, "loss_sem_seg": 0.42320107948035, "lr": 0.02, "mask_rcnn/accuracy": 0.881917606114302, "mask_rcnn/false_negative": 0.10636395105211943, "mask_rcnn/false_positive": 0.12074864045656643, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.5716480574992602, "total_loss": 1.5039936783141457} {"data_time": 0.011705917499966745, "eta_seconds": 146051.92308725245, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.4945652173913043, "fast_rcnn/fg_cls_accuracy": 0.4457601742207704, "iteration": 11879, "loss_box_reg": 0.2553558819927275, "loss_cls": 0.28561302833259106, "loss_mask": 0.3109729941934347, "loss_rpn_cls": 0.06519877293612808, "loss_rpn_loc": 0.08883958513615653, "loss_sem_seg": 0.45284212101250887, "lr": 0.02, "mask_rcnn/accuracy": 0.8721460230104974, "mask_rcnn/false_negative": 0.11265669713549095, "mask_rcnn/false_positive": 0.14286384496362337, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5580129885001952, "total_loss": 1.474482626275858} {"data_time": 0.012042744000609673, "eta_seconds": 146005.33329597372, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.5050999266885539, "fast_rcnn/fg_cls_accuracy": 0.4802376145364187, "iteration": 11899, "loss_box_reg": 0.24960228358395398, "loss_cls": 0.2605889954138547, "loss_mask": 0.3071415601298213, "loss_rpn_cls": 0.07543439790606499, "loss_rpn_loc": 0.09673710782954004, "loss_sem_seg": 0.464424311183393, "lr": 0.02, "mask_rcnn/accuracy": 0.8671724586060839, "mask_rcnn/false_negative": 0.1082634712648819, "mask_rcnn/false_positive": 0.1611477574942399, "roi_head/num_bg_samples": 458.25, "roi_head/num_fg_samples": 53.75, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5563841769999271, "total_loss": 1.4702545491745695} {"data_time": 0.01251321800009464, "eta_seconds": 145965.97743286338, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.47069005847953216, "fast_rcnn/fg_cls_accuracy": 0.4984076433121019, "iteration": 11919, "loss_box_reg": 0.2973226625472307, "loss_cls": 0.29534462466835976, "loss_mask": 0.3143762983381748, "loss_rpn_cls": 0.07428851467557251, "loss_rpn_loc": 0.09641748477588408, "loss_sem_seg": 0.4473571367561817, "lr": 0.02, "mask_rcnn/accuracy": 0.8716392694622832, "mask_rcnn/false_negative": 0.10549598950414954, "mask_rcnn/false_positive": 0.14806134114072467, "roi_head/num_bg_samples": 456.75, "roi_head/num_fg_samples": 55.25, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5621295085002203, "total_loss": 1.5404582537012175} {"data_time": 0.012593465499776357, "eta_seconds": 145775.0781745778, "fast_rcnn/cls_accuracy": 0.904296875, "fast_rcnn/false_negative": 0.5209033613445379, "fast_rcnn/fg_cls_accuracy": 0.44305555555555554, "iteration": 11939, "loss_box_reg": 0.2889885737095028, "loss_cls": 0.29466719971969724, "loss_mask": 0.30704206181690097, "loss_rpn_cls": 0.06319992046337575, "loss_rpn_loc": 0.10983636695891619, "loss_sem_seg": 0.4228504477068782, "lr": 0.02, "mask_rcnn/accuracy": 0.8558790157779679, "mask_rcnn/false_negative": 0.10686994269535258, "mask_rcnn/false_positive": 0.16968985284609273, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 0.5558887195011266, "total_loss": 1.5196722795371898} {"data_time": 0.01316938400032086, "eta_seconds": 145842.90253166496, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.5272022551092319, "fast_rcnn/fg_cls_accuracy": 0.40582770270270274, "iteration": 11959, "loss_box_reg": 0.26037194952368736, "loss_cls": 0.3150370023213327, "loss_mask": 0.31476564053446054, "loss_rpn_cls": 0.06280297099146992, "loss_rpn_loc": 0.09087622241349891, "loss_sem_seg": 0.4941161130554974, "lr": 0.02, "mask_rcnn/accuracy": 0.8652116411236309, "mask_rcnn/false_negative": 0.13550331187612474, "mask_rcnn/false_positive": 0.14355196835440562, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.5686918894998598, "total_loss": 1.5374497922312003} {"data_time": 0.013326483501259645, "eta_seconds": 145906.59931793864, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.5401515151515152, "fast_rcnn/fg_cls_accuracy": 0.4111111111111111, "iteration": 11979, "loss_box_reg": 0.26633073296397924, "loss_cls": 0.30546459928154945, "loss_mask": 0.311549361795187, "loss_rpn_cls": 0.06344390206504613, "loss_rpn_loc": 0.09627419369644485, "loss_sem_seg": 0.45393112301826477, "lr": 0.02, "mask_rcnn/accuracy": 0.8661850120989111, "mask_rcnn/false_negative": 0.10357082288090243, "mask_rcnn/false_positive": 0.16692668731141133, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5670968155000082, "total_loss": 1.5105805082130246} {"data_time": 0.013215379000030225, "eta_seconds": 145948.7642267737, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.42289156626506025, "fast_rcnn/fg_cls_accuracy": 0.4620967741935484, "iteration": 11999, "loss_box_reg": 0.3035499374382198, "loss_cls": 0.32020909897983074, "loss_mask": 0.3188886772841215, "loss_rpn_cls": 0.07362752442713827, "loss_rpn_loc": 0.09933082538191229, "loss_sem_seg": 0.41388541646301746, "lr": 0.02, "mask_rcnn/accuracy": 0.8739025377658594, "mask_rcnn/false_negative": 0.11826029154683489, "mask_rcnn/false_positive": 0.1402013245281845, "roi_head/num_bg_samples": 462.75, "roi_head/num_fg_samples": 49.25, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5711151519999476, "total_loss": 1.5709563963173423} {"data_time": 0.013681712000106927, "eta_seconds": 145840.661875056, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.4305637316738149, "fast_rcnn/fg_cls_accuracy": 0.5248001426491129, "iteration": 12019, "loss_box_reg": 0.27800941560417414, "loss_cls": 0.30022937059402466, "loss_mask": 0.3159367172047496, "loss_rpn_cls": 0.07046516850823537, "loss_rpn_loc": 0.09706541593186557, "loss_sem_seg": 0.4576683212071657, "lr": 0.02, "mask_rcnn/accuracy": 0.845207145770034, "mask_rcnn/false_negative": 0.10782772115978984, "mask_rcnn/false_positive": 0.14443635509475128, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.5575416154997583, "total_loss": 1.5381018181797117} {"data_time": 0.012192584000331408, "eta_seconds": 145829.355564756, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.4547932330827068, "fast_rcnn/fg_cls_accuracy": 0.5247769848349688, "iteration": 12039, "loss_box_reg": 0.28005093056708574, "loss_cls": 0.3003444164060056, "loss_mask": 0.3232734394259751, "loss_rpn_cls": 0.07788086630171165, "loss_rpn_loc": 0.08713339582027402, "loss_sem_seg": 0.49307638593018055, "lr": 0.02, "mask_rcnn/accuracy": 0.8474874432780024, "mask_rcnn/false_negative": 0.1278689310744413, "mask_rcnn/false_positive": 0.15734275905555495, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5637536979993456, "total_loss": 1.5305289437965257} {"data_time": 0.012118742499296786, "eta_seconds": 145768.29694965124, "fast_rcnn/cls_accuracy": 0.88916015625, "fast_rcnn/false_negative": 0.567055994503607, "fast_rcnn/fg_cls_accuracy": 0.37096399535423924, "iteration": 12059, "loss_box_reg": 0.27798959240317345, "loss_cls": 0.3079792056232691, "loss_mask": 0.31358934473246336, "loss_rpn_cls": 0.06952990952413529, "loss_rpn_loc": 0.0931333580520004, "loss_sem_seg": 0.4529451825655997, "lr": 0.02, "mask_rcnn/accuracy": 0.8552251382930443, "mask_rcnn/false_negative": 0.12118653781003817, "mask_rcnn/false_positive": 0.18095675098851483, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5617845505003061, "total_loss": 1.5038191342609935} {"data_time": 0.012421810500200081, "eta_seconds": 145850.05097523864, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.4447544642857143, "fast_rcnn/fg_cls_accuracy": 0.5361636513157895, "iteration": 12079, "loss_box_reg": 0.2668090155348182, "loss_cls": 0.29819965781643987, "loss_mask": 0.31551593355834484, "loss_rpn_cls": 0.06099842535331845, "loss_rpn_loc": 0.08549839595798403, "loss_sem_seg": 0.44684759248048067, "lr": 0.02, "mask_rcnn/accuracy": 0.8553732132734047, "mask_rcnn/false_negative": 0.10938552534863352, "mask_rcnn/false_positive": 0.14287225140099086, "roi_head/num_bg_samples": 458.0, "roi_head/num_fg_samples": 54.0, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5754222940004183, "total_loss": 1.489047424227465} {"data_time": 0.012779844500983017, "eta_seconds": 145838.74130669865, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.4785468069666183, "fast_rcnn/fg_cls_accuracy": 0.4266585514303104, "iteration": 12099, "loss_box_reg": 0.2705541937611997, "loss_cls": 0.2891446901485324, "loss_mask": 0.2999877887777984, "loss_rpn_cls": 0.05809297284577042, "loss_rpn_loc": 0.08489138225559145, "loss_sem_seg": 0.4236508887261152, "lr": 0.02, "mask_rcnn/accuracy": 0.8618491438025988, "mask_rcnn/false_negative": 0.12238301440646732, "mask_rcnn/false_positive": 0.15089443600356994, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5579263294994234, "total_loss": 1.4440771793597378} {"data_time": 0.012795608000487846, "eta_seconds": 145895.8630691882, "fast_rcnn/cls_accuracy": 0.9072265625, "fast_rcnn/false_negative": 0.5083808246731478, "fast_rcnn/fg_cls_accuracy": 0.45968980041727353, "iteration": 12119, "loss_box_reg": 0.29124754411168396, "loss_cls": 0.2942792330868542, "loss_mask": 0.32614270970225334, "loss_rpn_cls": 0.06648467108607292, "loss_rpn_loc": 0.08932125300634652, "loss_sem_seg": 0.5447036111727357, "lr": 0.02, "mask_rcnn/accuracy": 0.8660935838355193, "mask_rcnn/false_negative": 0.09343302488855387, "mask_rcnn/false_positive": 0.156895789153975, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.5714181584990001, "total_loss": 1.5900905411690474} {"data_time": 0.012389281499963545, "eta_seconds": 145725.0365682333, "fast_rcnn/cls_accuracy": 0.91064453125, "fast_rcnn/false_negative": 0.48115129903209375, "fast_rcnn/fg_cls_accuracy": 0.41058906030855535, "iteration": 12139, "loss_box_reg": 0.2776457201689482, "loss_cls": 0.30337900947779417, "loss_mask": 0.31990187894552946, "loss_rpn_cls": 0.0707323596579954, "loss_rpn_loc": 0.09093838857370429, "loss_sem_seg": 0.46533644292503595, "lr": 0.02, "mask_rcnn/accuracy": 0.8612043159100375, "mask_rcnn/false_negative": 0.1470986400185854, "mask_rcnn/false_positive": 0.12813460513895764, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 235.5, "rpn/num_pos_anchors": 20.5, "time": 0.5625718614992365, "total_loss": 1.6090451923955698} {"data_time": 0.013041841000813292, "eta_seconds": 145584.2808938342, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.4046452628816376, "fast_rcnn/fg_cls_accuracy": 0.5004633061527057, "iteration": 12159, "loss_box_reg": 0.2651869272813201, "loss_cls": 0.27948201168328524, "loss_mask": 0.3026581024751067, "loss_rpn_cls": 0.08304264640901238, "loss_rpn_loc": 0.0841787958634086, "loss_sem_seg": 0.45546845719218254, "lr": 0.02, "mask_rcnn/accuracy": 0.8770652293175334, "mask_rcnn/false_negative": 0.09704177372929076, "mask_rcnn/false_positive": 0.1465369410108116, "roi_head/num_bg_samples": 456.25, "roi_head/num_fg_samples": 55.75, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5572249429988005, "total_loss": 1.476383572386112} {"data_time": 0.012294844999814813, "eta_seconds": 145533.01834181757, "fast_rcnn/cls_accuracy": 0.88818359375, "fast_rcnn/false_negative": 0.48424723424723426, "fast_rcnn/fg_cls_accuracy": 0.4635721421435707, "iteration": 12179, "loss_box_reg": 0.2779435310512781, "loss_cls": 0.2855688617564738, "loss_mask": 0.31446235440671444, "loss_rpn_cls": 0.06823591666761786, "loss_rpn_loc": 0.10237423004582524, "loss_sem_seg": 0.49079595133662224, "lr": 0.02, "mask_rcnn/accuracy": 0.8543088501634419, "mask_rcnn/false_negative": 0.11413242890626395, "mask_rcnn/false_positive": 0.17433756873261197, "roi_head/num_bg_samples": 428.25, "roi_head/num_fg_samples": 83.75, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5643767755009321, "total_loss": 1.5498096226656344} {"data_time": 0.012658913499763003, "eta_seconds": 145501.13199782334, "fast_rcnn/cls_accuracy": 0.8974609375, "fast_rcnn/false_negative": 0.5633659612600814, "fast_rcnn/fg_cls_accuracy": 0.4366340387399187, "iteration": 12199, "loss_box_reg": 0.26478287391364574, "loss_cls": 0.27074028085917234, "loss_mask": 0.3099192986264825, "loss_rpn_cls": 0.059586229792330414, "loss_rpn_loc": 0.08381618175189942, "loss_sem_seg": 0.43724979273974895, "lr": 0.02, "mask_rcnn/accuracy": 0.8703606779790567, "mask_rcnn/false_negative": 0.1179870799932625, "mask_rcnn/false_positive": 0.14991528635049495, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5495022635004716, "total_loss": 1.4523017515894026} {"data_time": 0.013173002999792516, "eta_seconds": 145612.36074067833, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.5218531468531469, "fast_rcnn/fg_cls_accuracy": 0.3939883645765999, "iteration": 12219, "loss_box_reg": 0.2627928904257715, "loss_cls": 0.29392019333317876, "loss_mask": 0.3072635345160961, "loss_rpn_cls": 0.06998741324059665, "loss_rpn_loc": 0.09286410122876987, "loss_sem_seg": 0.4827999845147133, "lr": 0.02, "mask_rcnn/accuracy": 0.8718853153677578, "mask_rcnn/false_negative": 0.10320996764428378, "mask_rcnn/false_positive": 0.15560460202115112, "roi_head/num_bg_samples": 462.5, "roi_head/num_fg_samples": 49.5, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5575967944996592, "total_loss": 1.4860640004626475} {"data_time": 0.01234061949980969, "eta_seconds": 145452.64806709051, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.5100203804347826, "fast_rcnn/fg_cls_accuracy": 0.41825755903774, "iteration": 12239, "loss_box_reg": 0.2905888585373759, "loss_cls": 0.2966236346401274, "loss_mask": 0.3239414179697633, "loss_rpn_cls": 0.06453317776322365, "loss_rpn_loc": 0.09636012848932296, "loss_sem_seg": 0.4802987305447459, "lr": 0.02, "mask_rcnn/accuracy": 0.8578440408797552, "mask_rcnn/false_negative": 0.1207766263694609, "mask_rcnn/false_positive": 0.15427554280709882, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5605033389992968, "total_loss": 1.56651097885333} {"data_time": 0.012614007500815205, "eta_seconds": 145441.36221329053, "fast_rcnn/cls_accuracy": 0.90869140625, "fast_rcnn/false_negative": 0.4583618331053352, "fast_rcnn/fg_cls_accuracy": 0.45180298146655923, "iteration": 12259, "loss_box_reg": 0.27103831386193633, "loss_cls": 0.29478693567216396, "loss_mask": 0.31153380684554577, "loss_rpn_cls": 0.07055741173098795, "loss_rpn_loc": 0.0763978234026581, "loss_sem_seg": 0.4100360550219193, "lr": 0.02, "mask_rcnn/accuracy": 0.8721864889248382, "mask_rcnn/false_negative": 0.1093415282495976, "mask_rcnn/false_positive": 0.14174349231718375, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5686132774999351, "total_loss": 1.4863808218506165} {"data_time": 0.012811245000193594, "eta_seconds": 145400.77064702503, "fast_rcnn/cls_accuracy": 0.91064453125, "fast_rcnn/false_negative": 0.5439152283154904, "fast_rcnn/fg_cls_accuracy": 0.4496196397004787, "iteration": 12279, "loss_box_reg": 0.2840190576389432, "loss_cls": 0.28531832760199904, "loss_mask": 0.3051833240315318, "loss_rpn_cls": 0.06956212606746703, "loss_rpn_loc": 0.08900050690863281, "loss_sem_seg": 0.5001778434962034, "lr": 0.02, "mask_rcnn/accuracy": 0.8492979481151562, "mask_rcnn/false_negative": 0.10288836225520676, "mask_rcnn/false_positive": 0.1945917419787827, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5620929725000678, "total_loss": 1.5117639459203929} {"data_time": 0.013293045500176959, "eta_seconds": 145402.52145508613, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.5037313432835822, "fast_rcnn/fg_cls_accuracy": 0.44291258169934644, "iteration": 12299, "loss_box_reg": 0.2970369029790163, "loss_cls": 0.31836634408682585, "loss_mask": 0.30441445857286453, "loss_rpn_cls": 0.0638063422520645, "loss_rpn_loc": 0.09462556810467504, "loss_sem_seg": 0.4593444438651204, "lr": 0.02, "mask_rcnn/accuracy": 0.8606986841899336, "mask_rcnn/false_negative": 0.13590063805806968, "mask_rcnn/false_positive": 0.13177437892327576, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.57134806150043, "total_loss": 1.594529910653364} {"data_time": 0.012557214999105781, "eta_seconds": 145378.203487865, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.4871383757406762, "fast_rcnn/fg_cls_accuracy": 0.43262309242729624, "iteration": 12319, "loss_box_reg": 0.26911836164072156, "loss_cls": 0.2783798335585743, "loss_mask": 0.30957495141774416, "loss_rpn_cls": 0.06464817503001541, "loss_rpn_loc": 0.08607527357526124, "loss_sem_seg": 0.4395568803884089, "lr": 0.02, "mask_rcnn/accuracy": 0.8897322600915366, "mask_rcnn/false_negative": 0.09717093445687397, "mask_rcnn/false_positive": 0.1228695099812486, "roi_head/num_bg_samples": 464.0, "roi_head/num_fg_samples": 48.0, "rpn/num_neg_anchors": 239.75, "rpn/num_pos_anchors": 16.25, "time": 0.5650316784995084, "total_loss": 1.4373788720113225} {"data_time": 0.013569638499575376, "eta_seconds": 145311.11620406774, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.5145454545454545, "fast_rcnn/fg_cls_accuracy": 0.47863636363636364, "iteration": 12339, "loss_box_reg": 0.2530204113572836, "loss_cls": 0.268742392770946, "loss_mask": 0.30420852079987526, "loss_rpn_cls": 0.0688437614007853, "loss_rpn_loc": 0.0966268926858902, "loss_sem_seg": 0.4679949628189206, "lr": 0.02, "mask_rcnn/accuracy": 0.8535302453510362, "mask_rcnn/false_negative": 0.13559075636881004, "mask_rcnn/false_positive": 0.15792577958279413, "roi_head/num_bg_samples": 458.75, "roi_head/num_fg_samples": 53.25, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5502955144993393, "total_loss": 1.4903866225504316} {"data_time": 0.012623741499737662, "eta_seconds": 145282.39865372938, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.5263190954773869, "fast_rcnn/fg_cls_accuracy": 0.4304456878255836, "iteration": 12359, "loss_box_reg": 0.2675952115096152, "loss_cls": 0.29815084394067526, "loss_mask": 0.3034662972204387, "loss_rpn_cls": 0.06716033432167023, "loss_rpn_loc": 0.09322807466378435, "loss_sem_seg": 0.4976157918572426, "lr": 0.02, "mask_rcnn/accuracy": 0.8656401497380561, "mask_rcnn/false_negative": 0.12315099216283065, "mask_rcnn/false_positive": 0.14566440273376238, "roi_head/num_bg_samples": 462.25, "roi_head/num_fg_samples": 49.75, "rpn/num_neg_anchors": 234.75, "rpn/num_pos_anchors": 21.25, "time": 0.5641008309994504, "total_loss": 1.5112810168066062} {"data_time": 0.01262990249961149, "eta_seconds": 145288.55770802774, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.42320936639118456, "fast_rcnn/fg_cls_accuracy": 0.5323076360177088, "iteration": 12379, "loss_box_reg": 0.2514539584517479, "loss_cls": 0.28114913078024983, "loss_mask": 0.2962030302733183, "loss_rpn_cls": 0.06200701431953348, "loss_rpn_loc": 0.08548228384461254, "loss_sem_seg": 0.48806581646203995, "lr": 0.02, "mask_rcnn/accuracy": 0.8857189217150274, "mask_rcnn/false_negative": 0.08882745105491086, "mask_rcnn/false_positive": 0.15422991122962237, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5681394044995614, "total_loss": 1.5001198448007926} {"data_time": 0.012450367999917944, "eta_seconds": 145259.8428650694, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.4573288576950463, "fast_rcnn/fg_cls_accuracy": 0.4839492196975823, "iteration": 12399, "loss_box_reg": 0.2902389613445848, "loss_cls": 0.2862046267837286, "loss_mask": 0.29470252711325884, "loss_rpn_cls": 0.0551089548971504, "loss_rpn_loc": 0.0643241573125124, "loss_sem_seg": 0.39667538879439235, "lr": 0.02, "mask_rcnn/accuracy": 0.8874022108843538, "mask_rcnn/false_negative": 0.11110099661286452, "mask_rcnn/false_positive": 0.13580129378118944, "roi_head/num_bg_samples": 456.5, "roi_head/num_fg_samples": 55.5, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5616592249998575, "total_loss": 1.4080782205564901} {"data_time": 0.013006791499719839, "eta_seconds": 145265.99921198774, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.5384908090387542, "fast_rcnn/fg_cls_accuracy": 0.3486745213549337, "iteration": 12419, "loss_box_reg": 0.25305258110165596, "loss_cls": 0.28193363966420293, "loss_mask": 0.314827642403543, "loss_rpn_cls": 0.07354121573735029, "loss_rpn_loc": 0.08371910138521343, "loss_sem_seg": 0.45511308684945107, "lr": 0.02, "mask_rcnn/accuracy": 0.8494898539383002, "mask_rcnn/false_negative": 0.10989617378293762, "mask_rcnn/false_positive": 0.16157038287508896, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5662459390005097, "total_loss": 1.4968715079303365} {"data_time": 0.012478832999477163, "eta_seconds": 145207.03447641878, "fast_rcnn/cls_accuracy": 0.89501953125, "fast_rcnn/false_negative": 0.5932277206162556, "fast_rcnn/fg_cls_accuracy": 0.3504273504273504, "iteration": 12439, "loss_box_reg": 0.2756879332009703, "loss_cls": 0.2852686196565628, "loss_mask": 0.31762836687266827, "loss_rpn_cls": 0.06444801006000489, "loss_rpn_loc": 0.09179385605966672, "loss_sem_seg": 0.4367918553762138, "lr": 0.02, "mask_rcnn/accuracy": 0.8564300968283949, "mask_rcnn/false_negative": 0.12905762301159018, "mask_rcnn/false_positive": 0.1457099832083943, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5682685465008035, "total_loss": 1.511652140179649} {"data_time": 0.012693841999862343, "eta_seconds": 145147.9826294168, "fast_rcnn/cls_accuracy": 0.9052734375, "fast_rcnn/false_negative": 0.5147058823529411, "fast_rcnn/fg_cls_accuracy": 0.44291923415492956, "iteration": 12459, "loss_box_reg": 0.268975127954036, "loss_cls": 0.2821291731670499, "loss_mask": 0.32313805166631937, "loss_rpn_cls": 0.06304401869419962, "loss_rpn_loc": 0.0798794666188769, "loss_sem_seg": 0.47000202164053917, "lr": 0.02, "mask_rcnn/accuracy": 0.8452313311688311, "mask_rcnn/false_negative": 0.12828415195321716, "mask_rcnn/false_positive": 0.1889791319259501, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.5570351364995076, "total_loss": 1.5135723415878601} {"data_time": 0.013818899499710824, "eta_seconds": 145157.27500483143, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.5137313432835822, "fast_rcnn/fg_cls_accuracy": 0.38568376068376065, "iteration": 12479, "loss_box_reg": 0.25392657227348536, "loss_cls": 0.276083096396178, "loss_mask": 0.3075216906145215, "loss_rpn_cls": 0.056036345718894154, "loss_rpn_loc": 0.08202886709477752, "loss_sem_seg": 0.4626219985075295, "lr": 0.02, "mask_rcnn/accuracy": 0.8619993505644016, "mask_rcnn/false_negative": 0.11520365363971291, "mask_rcnn/false_positive": 0.17273533063420665, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5679019480012357, "total_loss": 1.4812980156566482} {"data_time": 0.013232328500635049, "eta_seconds": 145146.00157276145, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3848413631022327, "fast_rcnn/fg_cls_accuracy": 0.5730848861283644, "iteration": 12499, "loss_box_reg": 0.2525245095603168, "loss_cls": 0.27330833207815886, "loss_mask": 0.3078705999068916, "loss_rpn_cls": 0.06428903888445348, "loss_rpn_loc": 0.08880968860466965, "loss_sem_seg": 0.4283914668485522, "lr": 0.02, "mask_rcnn/accuracy": 0.877860193363637, "mask_rcnn/false_negative": 0.09763473584053617, "mask_rcnn/false_positive": 0.13799720030476542, "roi_head/num_bg_samples": 456.75, "roi_head/num_fg_samples": 55.25, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5608015520010667, "total_loss": 1.4301049441564828} {"data_time": 0.01315486250041431, "eta_seconds": 145163.26913700384, "fast_rcnn/cls_accuracy": 0.912109375, "fast_rcnn/false_negative": 0.43361305361305363, "fast_rcnn/fg_cls_accuracy": 0.47375983061101024, "iteration": 12519, "loss_box_reg": 0.28003861219622195, "loss_cls": 0.31387272849678993, "loss_mask": 0.3184655262157321, "loss_rpn_cls": 0.07234285038430244, "loss_rpn_loc": 0.0904610653524287, "loss_sem_seg": 0.45254623517394066, "lr": 0.02, "mask_rcnn/accuracy": 0.8635057957701673, "mask_rcnn/false_negative": 0.11946695730700488, "mask_rcnn/false_positive": 0.17352710034521485, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.563982438999119, "total_loss": 1.5826491134357639} {"data_time": 0.01245334799932607, "eta_seconds": 145180.89760475943, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.521505376344086, "fast_rcnn/fg_cls_accuracy": 0.4630668536699392, "iteration": 12539, "loss_box_reg": 0.276523943990469, "loss_cls": 0.2855695413891226, "loss_mask": 0.31259306613355875, "loss_rpn_cls": 0.0725266337976791, "loss_rpn_loc": 0.09070973459165543, "loss_sem_seg": 0.4137762982863933, "lr": 0.02, "mask_rcnn/accuracy": 0.8664081918825222, "mask_rcnn/false_negative": 0.10698530178320484, "mask_rcnn/false_positive": 0.1363370291349792, "roi_head/num_bg_samples": 460.0, "roi_head/num_fg_samples": 52.0, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5611568634985815, "total_loss": 1.4540445931488648} {"data_time": 0.012514381000073627, "eta_seconds": 145189.36093005314, "fast_rcnn/cls_accuracy": 0.9091796875, "fast_rcnn/false_negative": 0.516025641025641, "fast_rcnn/fg_cls_accuracy": 0.3917414423396477, "iteration": 12559, "loss_box_reg": 0.2579830917529762, "loss_cls": 0.268302951939404, "loss_mask": 0.30526477936655283, "loss_rpn_cls": 0.06776632543187588, "loss_rpn_loc": 0.08392800303408876, "loss_sem_seg": 0.44691677019000053, "lr": 0.02, "mask_rcnn/accuracy": 0.8640291411900558, "mask_rcnn/false_negative": 0.10880357813292636, "mask_rcnn/false_positive": 0.1606661300131842, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.562180267000258, "total_loss": 1.455617951171007} {"data_time": 0.012668604000282357, "eta_seconds": 145158.34181609942, "fast_rcnn/cls_accuracy": 0.90771484375, "fast_rcnn/false_negative": 0.4891264951069228, "fast_rcnn/fg_cls_accuracy": 0.42168796916210183, "iteration": 12579, "loss_box_reg": 0.28773314226418734, "loss_cls": 0.2863287106156349, "loss_mask": 0.2992795715108514, "loss_rpn_cls": 0.05786037351936102, "loss_rpn_loc": 0.07458255271194503, "loss_sem_seg": 0.45605177246034145, "lr": 0.02, "mask_rcnn/accuracy": 0.8742348362336005, "mask_rcnn/false_negative": 0.10201908427638223, "mask_rcnn/false_positive": 0.13909275903474028, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5685942424997847, "total_loss": 1.4497599297901616} {"data_time": 0.012700894500085269, "eta_seconds": 145179.5831922533, "fast_rcnn/cls_accuracy": 0.90966796875, "fast_rcnn/false_negative": 0.5605036677641079, "fast_rcnn/fg_cls_accuracy": 0.4190886699507389, "iteration": 12599, "loss_box_reg": 0.2765552932396531, "loss_cls": 0.29761123936623335, "loss_mask": 0.2969996891915798, "loss_rpn_cls": 0.06402317492756993, "loss_rpn_loc": 0.09126267820829526, "loss_sem_seg": 0.46437994483858347, "lr": 0.02, "mask_rcnn/accuracy": 0.8784412336724376, "mask_rcnn/false_negative": 0.09123255449511533, "mask_rcnn/false_positive": 0.16352333495813665, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5696615659999225, "total_loss": 1.4919168822234496} {"data_time": 0.012311806500292732, "eta_seconds": 145168.30277118328, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.4685439713934518, "fast_rcnn/fg_cls_accuracy": 0.4774980930587338, "iteration": 12619, "loss_box_reg": 0.2413003861438483, "loss_cls": 0.27571230567991734, "loss_mask": 0.307295985519886, "loss_rpn_cls": 0.06306573620531708, "loss_rpn_loc": 0.08313862595241517, "loss_sem_seg": 0.43558540055528283, "lr": 0.02, "mask_rcnn/accuracy": 0.8596125568839282, "mask_rcnn/false_negative": 0.08584330071553249, "mask_rcnn/false_positive": 0.1726573114085942, "roi_head/num_bg_samples": 467.5, "roi_head/num_fg_samples": 44.5, "rpn/num_neg_anchors": 236.5, "rpn/num_pos_anchors": 19.5, "time": 0.5532605170001261, "total_loss": 1.4779836877423804} {"data_time": 0.012939393500346341, "eta_seconds": 145127.62451738806, "fast_rcnn/cls_accuracy": 0.9013671875, "fast_rcnn/false_negative": 0.5688384998086491, "fast_rcnn/fg_cls_accuracy": 0.3649038461538462, "iteration": 12639, "loss_box_reg": 0.26242680940777063, "loss_cls": 0.2919404464773834, "loss_mask": 0.3022192921489477, "loss_rpn_cls": 0.07401997956912965, "loss_rpn_loc": 0.08814227097900584, "loss_sem_seg": 0.4515420300886035, "lr": 0.02, "mask_rcnn/accuracy": 0.8648571496417716, "mask_rcnn/false_negative": 0.11438181359204555, "mask_rcnn/false_positive": 0.15874915645167595, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 208.5, "rpn/num_pos_anchors": 47.5, "time": 0.5551247269995656, "total_loss": 1.499865835357923} {"data_time": 0.012469275999137608, "eta_seconds": 145172.38946061837, "fast_rcnn/cls_accuracy": 0.8994140625, "fast_rcnn/false_negative": 0.5325573661456602, "fast_rcnn/fg_cls_accuracy": 0.4438717067583047, "iteration": 12659, "loss_box_reg": 0.276594802737236, "loss_cls": 0.29656459810212255, "loss_mask": 0.31159919034689665, "loss_rpn_cls": 0.07205219950992614, "loss_rpn_loc": 0.09851373243145645, "loss_sem_seg": 0.41366574354469776, "lr": 0.02, "mask_rcnn/accuracy": 0.8674881559766764, "mask_rcnn/false_negative": 0.11450671204975668, "mask_rcnn/false_positive": 0.15592457191838996, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.583180537500084, "total_loss": 1.4926297618076205} {"data_time": 0.01241539049988205, "eta_seconds": 145105.06824436807, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.4687966557181248, "fast_rcnn/fg_cls_accuracy": 0.48290679908326967, "iteration": 12679, "loss_box_reg": 0.28019378148019314, "loss_cls": 0.3001095079816878, "loss_mask": 0.30428668204694986, "loss_rpn_cls": 0.06880020315293223, "loss_rpn_loc": 0.09587681689299643, "loss_sem_seg": 0.4460900714620948, "lr": 0.02, "mask_rcnn/accuracy": 0.8842018950437318, "mask_rcnn/false_negative": 0.08885000680142688, "mask_rcnn/false_positive": 0.16825256969507774, "roi_head/num_bg_samples": 459.0, "roi_head/num_fg_samples": 53.0, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5647036205000404, "total_loss": 1.5364400155667681} {"data_time": 0.013495557998794538, "eta_seconds": 145077.36002379347, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.45151515151515154, "fast_rcnn/fg_cls_accuracy": 0.5350903997962821, "iteration": 12699, "loss_box_reg": 0.26057188771665096, "loss_cls": 0.26885906932875514, "loss_mask": 0.31402748450636864, "loss_rpn_cls": 0.05296820285730064, "loss_rpn_loc": 0.09350273662130348, "loss_sem_seg": 0.44003778975456953, "lr": 0.02, "mask_rcnn/accuracy": 0.8792428235030276, "mask_rcnn/false_negative": 0.08682287069368069, "mask_rcnn/false_positive": 0.14817437263629385, "roi_head/num_bg_samples": 461.5, "roi_head/num_fg_samples": 50.5, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5616238270004033, "total_loss": 1.4365433089551516} {"data_time": 0.012467388500226662, "eta_seconds": 145066.0831643935, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.42368590628739755, "fast_rcnn/fg_cls_accuracy": 0.5199747687132044, "iteration": 12719, "loss_box_reg": 0.27384170377627015, "loss_cls": 0.2946185260079801, "loss_mask": 0.3068634578958154, "loss_rpn_cls": 0.06251764215994626, "loss_rpn_loc": 0.08367988595273346, "loss_sem_seg": 0.47184254974126816, "lr": 0.02, "mask_rcnn/accuracy": 0.8809998655819716, "mask_rcnn/false_negative": 0.09610278821115031, "mask_rcnn/false_positive": 0.13613510251323827, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5740222590011399, "total_loss": 1.492934018431697} {"data_time": 0.012241980499311467, "eta_seconds": 145041.70181555705, "fast_rcnn/cls_accuracy": 0.9140625, "fast_rcnn/false_negative": 0.4627164734506941, "fast_rcnn/fg_cls_accuracy": 0.4225605370414769, "iteration": 12739, "loss_box_reg": 0.2841418175958097, "loss_cls": 0.313700397266075, "loss_mask": 0.30107150319963694, "loss_rpn_cls": 0.06559530104277655, "loss_rpn_loc": 0.0815876183914952, "loss_sem_seg": 0.4491113359108567, "lr": 0.02, "mask_rcnn/accuracy": 0.8467375313372151, "mask_rcnn/false_negative": 0.12858304155532388, "mask_rcnn/false_positive": 0.17585337517327707, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5679412089994003, "total_loss": 1.5562877395714168} {"data_time": 0.01323085700005322, "eta_seconds": 145076.56665025305, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.5329438493995455, "fast_rcnn/fg_cls_accuracy": 0.4071366215626364, "iteration": 12759, "loss_box_reg": 0.29393237363547087, "loss_cls": 0.312462558504194, "loss_mask": 0.3130960864946246, "loss_rpn_cls": 0.05515291925985366, "loss_rpn_loc": 0.07861889409832656, "loss_sem_seg": 0.4653450474143028, "lr": 0.02, "mask_rcnn/accuracy": 0.850805023242051, "mask_rcnn/false_negative": 0.10904837882633686, "mask_rcnn/false_positive": 0.1991222248274543, "roi_head/num_bg_samples": 456.5, "roi_head/num_fg_samples": 55.5, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5695047305007392, "total_loss": 1.5407844923902303} {"data_time": 0.012601941500179237, "eta_seconds": 144998.99056704922, "fast_rcnn/cls_accuracy": 0.90625, "fast_rcnn/false_negative": 0.5391508133443617, "fast_rcnn/fg_cls_accuracy": 0.36247086247086246, "iteration": 12779, "loss_box_reg": 0.29072227608412504, "loss_cls": 0.31439562141895294, "loss_mask": 0.30661782436072826, "loss_rpn_cls": 0.06894051865674555, "loss_rpn_loc": 0.0880453646677779, "loss_sem_seg": 0.43704298976808786, "lr": 0.02, "mask_rcnn/accuracy": 0.8742136912540655, "mask_rcnn/false_negative": 0.12158257438357442, "mask_rcnn/false_positive": 0.1482429195099605, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5563223359995391, "total_loss": 1.5235288547701202} {"data_time": 0.012117316499825392, "eta_seconds": 144969.19332104456, "fast_rcnn/cls_accuracy": 0.9111328125, "fast_rcnn/false_negative": 0.5712847890775425, "fast_rcnn/fg_cls_accuracy": 0.36264080100125157, "iteration": 12799, "loss_box_reg": 0.27222142182290554, "loss_cls": 0.28343286691233516, "loss_mask": 0.31089613027870655, "loss_rpn_cls": 0.06457761523779482, "loss_rpn_loc": 0.08979385579004884, "loss_sem_seg": 0.43926734663546085, "lr": 0.02, "mask_rcnn/accuracy": 0.850853354401462, "mask_rcnn/false_negative": 0.11894338739712584, "mask_rcnn/false_positive": 0.19268583239449877, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5555100145002143, "total_loss": 1.4982712120690849} {"data_time": 0.013456284000312735, "eta_seconds": 144957.92048825455, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.544698314108252, "fast_rcnn/fg_cls_accuracy": 0.4026141384388807, "iteration": 12819, "loss_box_reg": 0.2762480704113841, "loss_cls": 0.2540645953267813, "loss_mask": 0.3145329039543867, "loss_rpn_cls": 0.0592424824135378, "loss_rpn_loc": 0.09616676619043574, "loss_sem_seg": 0.46368763595819473, "lr": 0.02, "mask_rcnn/accuracy": 0.8772847829608034, "mask_rcnn/false_negative": 0.10244485701103394, "mask_rcnn/false_positive": 0.1605580478064889, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5648730534994684, "total_loss": 1.4720822768867947} {"data_time": 0.012669900000219059, "eta_seconds": 144902.03035046632, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.5043932636623844, "fast_rcnn/fg_cls_accuracy": 0.4728631784205395, "iteration": 12839, "loss_box_reg": 0.2711207177489996, "loss_cls": 0.299997276160866, "loss_mask": 0.31327257584780455, "loss_rpn_cls": 0.06587483530165628, "loss_rpn_loc": 0.08143140526954085, "loss_sem_seg": 0.43087793979793787, "lr": 0.02, "mask_rcnn/accuracy": 0.8568424426798972, "mask_rcnn/false_negative": 0.11730409986124962, "mask_rcnn/false_positive": 0.17884520551111097, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5599747914993713, "total_loss": 1.457478258991614} {"data_time": 0.011695126499034814, "eta_seconds": 144851.99685326233, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.4524370208105148, "fast_rcnn/fg_cls_accuracy": 0.5127875136911282, "iteration": 12859, "loss_box_reg": 0.2504912354052067, "loss_cls": 0.2601640955545008, "loss_mask": 0.31500627659261227, "loss_rpn_cls": 0.0713110301294364, "loss_rpn_loc": 0.06620406010188162, "loss_sem_seg": 0.4642269341275096, "lr": 0.02, "mask_rcnn/accuracy": 0.8710236289331786, "mask_rcnn/false_negative": 0.1326203386265336, "mask_rcnn/false_positive": 0.15098821497761894, "roi_head/num_bg_samples": 462.0, "roi_head/num_fg_samples": 50.0, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5546788520005066, "total_loss": 1.4369335513038095} {"data_time": 0.012275666999812529, "eta_seconds": 144840.73050547234, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.5088145896656535, "fast_rcnn/fg_cls_accuracy": 0.4678087869577231, "iteration": 12879, "loss_box_reg": 0.27168974559754133, "loss_cls": 0.2917147590778768, "loss_mask": 0.31885276827961206, "loss_rpn_cls": 0.06147614819929004, "loss_rpn_loc": 0.07661279867170379, "loss_sem_seg": 0.4588150782510638, "lr": 0.02, "mask_rcnn/accuracy": 0.860485141424991, "mask_rcnn/false_negative": 0.13545656089807662, "mask_rcnn/false_positive": 0.1527367484270713, "roi_head/num_bg_samples": 459.25, "roi_head/num_fg_samples": 52.75, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5546652515004098, "total_loss": 1.5017108302854467} {"data_time": 0.011994622999736748, "eta_seconds": 144856.4609197026, "fast_rcnn/cls_accuracy": 0.89306640625, "fast_rcnn/false_negative": 0.5966295284142666, "fast_rcnn/fg_cls_accuracy": 0.38468309859154926, "iteration": 12899, "loss_box_reg": 0.2801062660291791, "loss_cls": 0.2844750643707812, "loss_mask": 0.31674686912447214, "loss_rpn_cls": 0.0639233261172194, "loss_rpn_loc": 0.08016751520335674, "loss_sem_seg": 0.4607948511838913, "lr": 0.02, "mask_rcnn/accuracy": 0.8443405751472766, "mask_rcnn/false_negative": 0.13075940650547233, "mask_rcnn/false_positive": 0.18269677674491952, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5694187009994494, "total_loss": 1.4889457575336564} {"data_time": 0.01426540299962653, "eta_seconds": 144859.56985539588, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.5405832285237941, "fast_rcnn/fg_cls_accuracy": 0.4109292627272012, "iteration": 12919, "loss_box_reg": 0.266983300447464, "loss_cls": 0.2842824652325362, "loss_mask": 0.31053802091628313, "loss_rpn_cls": 0.06386570748873055, "loss_rpn_loc": 0.0821300518582575, "loss_sem_seg": 0.4584997743368149, "lr": 0.02, "mask_rcnn/accuracy": 0.862581720098772, "mask_rcnn/false_negative": 0.09668435655612957, "mask_rcnn/false_positive": 0.13712622355385504, "roi_head/num_bg_samples": 466.75, "roi_head/num_fg_samples": 45.25, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5624371869989773, "total_loss": 1.5118532783235423} {"data_time": 0.012641410500691563, "eta_seconds": 144833.9240239426, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.4342857142857143, "fast_rcnn/fg_cls_accuracy": 0.4849842931937173, "iteration": 12939, "loss_box_reg": 0.27191063249483705, "loss_cls": 0.3003883855417371, "loss_mask": 0.3043843414634466, "loss_rpn_cls": 0.07534948259126395, "loss_rpn_loc": 0.09076186607126147, "loss_sem_seg": 0.4533406672999263, "lr": 0.02, "mask_rcnn/accuracy": 0.8653490842441964, "mask_rcnn/false_negative": 0.09997314710183872, "mask_rcnn/false_positive": 0.1595237397478773, "roi_head/num_bg_samples": 457.25, "roi_head/num_fg_samples": 54.75, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5573244009992777, "total_loss": 1.4885232779197395} {"data_time": 0.012418053000146756, "eta_seconds": 144804.0225453711, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.4600694444444444, "fast_rcnn/fg_cls_accuracy": 0.5003229974160207, "iteration": 12959, "loss_box_reg": 0.2967229876667261, "loss_cls": 0.2788249468430877, "loss_mask": 0.2906107706949115, "loss_rpn_cls": 0.05953274157945998, "loss_rpn_loc": 0.09057403908809647, "loss_sem_seg": 0.4260054286569357, "lr": 0.02, "mask_rcnn/accuracy": 0.8761608261725743, "mask_rcnn/false_negative": 0.09357920535369087, "mask_rcnn/false_positive": 0.1577385104538898, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5616514060002373, "total_loss": 1.4317416381381918} {"data_time": 0.012106893498639693, "eta_seconds": 144784.3987665224, "fast_rcnn/cls_accuracy": 0.90234375, "fast_rcnn/false_negative": 0.4487320371935757, "fast_rcnn/fg_cls_accuracy": 0.5115384615384615, "iteration": 12979, "loss_box_reg": 0.26814903831109405, "loss_cls": 0.284489581361413, "loss_mask": 0.3130283644422889, "loss_rpn_cls": 0.07210701901931316, "loss_rpn_loc": 0.09577058127615601, "loss_sem_seg": 0.4254725235514343, "lr": 0.02, "mask_rcnn/accuracy": 0.8701534831554916, "mask_rcnn/false_negative": 0.10066222607310954, "mask_rcnn/false_positive": 0.17351356642968419, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 205.75, "rpn/num_pos_anchors": 50.25, "time": 0.5573863364998033, "total_loss": 1.4324479822535068} {"data_time": 0.012952342499374936, "eta_seconds": 144649.97471267526, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.45094562647754133, "fast_rcnn/fg_cls_accuracy": 0.5077622532712353, "iteration": 12999, "loss_box_reg": 0.26435886742547154, "loss_cls": 0.27547557605430484, "loss_mask": 0.3051375048235059, "loss_rpn_cls": 0.06954911822685972, "loss_rpn_loc": 0.0840413398691453, "loss_sem_seg": 0.441627724096179, "lr": 0.02, "mask_rcnn/accuracy": 0.853074752628324, "mask_rcnn/false_negative": 0.11107610006504964, "mask_rcnn/false_positive": 0.18685805189997096, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.5591899279988866, "total_loss": 1.4426519121043384} {"data_time": 0.0124551729995801, "eta_seconds": 144700.02860459665, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.4801587301587301, "fast_rcnn/fg_cls_accuracy": 0.454940784603997, "iteration": 13019, "loss_box_reg": 0.27803321834653616, "loss_cls": 0.28464889293536544, "loss_mask": 0.3174850959330797, "loss_rpn_cls": 0.06453505468380172, "loss_rpn_loc": 0.08553343178937212, "loss_sem_seg": 0.46010058792307973, "lr": 0.02, "mask_rcnn/accuracy": 0.8801559754606647, "mask_rcnn/false_negative": 0.10542443059507328, "mask_rcnn/false_positive": 0.1393682973814269, "roi_head/num_bg_samples": 456.75, "roi_head/num_fg_samples": 55.25, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5657244345002255, "total_loss": 1.4603555318899453} {"data_time": 0.011652935500933381, "eta_seconds": 144627.46118553527, "fast_rcnn/cls_accuracy": 0.90283203125, "fast_rcnn/false_negative": 0.5436950146627566, "fast_rcnn/fg_cls_accuracy": 0.3925675675675676, "iteration": 13039, "loss_box_reg": 0.28641688637435436, "loss_cls": 0.30035437969490886, "loss_mask": 0.3203886952251196, "loss_rpn_cls": 0.06681158125866205, "loss_rpn_loc": 0.09976942779030651, "loss_sem_seg": 0.46213454101234674, "lr": 0.02, "mask_rcnn/accuracy": 0.8529501867711371, "mask_rcnn/false_negative": 0.12088966444769919, "mask_rcnn/false_positive": 0.1642563051488798, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5541031970005861, "total_loss": 1.5421687682101037} {"data_time": 0.013563605499257392, "eta_seconds": 144616.20442196526, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.5303030303030303, "fast_rcnn/fg_cls_accuracy": 0.4, "iteration": 13059, "loss_box_reg": 0.26158067397773266, "loss_cls": 0.27049538120627403, "loss_mask": 0.3115586740896106, "loss_rpn_cls": 0.05863399233203381, "loss_rpn_loc": 0.08343279466498643, "loss_sem_seg": 0.4676619921810925, "lr": 0.02, "mask_rcnn/accuracy": 0.8606219211822661, "mask_rcnn/false_negative": 0.10455458458198968, "mask_rcnn/false_positive": 0.16975347188854734, "roi_head/num_bg_samples": 455.5, "roi_head/num_fg_samples": 56.5, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.561395585500577, "total_loss": 1.4793794138240628} {"data_time": 0.011149625000143715, "eta_seconds": 144572.23891744533, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.5201465201465202, "fast_rcnn/fg_cls_accuracy": 0.4660573071788025, "iteration": 13079, "loss_box_reg": 0.29872442688792944, "loss_cls": 0.29597901925444603, "loss_mask": 0.30821684934198856, "loss_rpn_cls": 0.06279041490051895, "loss_rpn_loc": 0.09042748610954732, "loss_sem_seg": 0.4523125411942601, "lr": 0.02, "mask_rcnn/accuracy": 0.8717109821048955, "mask_rcnn/false_negative": 0.12969486047972698, "mask_rcnn/false_positive": 0.14406795056375665, "roi_head/num_bg_samples": 456.5, "roi_head/num_fg_samples": 55.5, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5683467450007811, "total_loss": 1.5269661122874822} {"data_time": 0.012899166998977307, "eta_seconds": 144547.9456897527, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.5060960121920244, "fast_rcnn/fg_cls_accuracy": 0.42308063271604934, "iteration": 13099, "loss_box_reg": 0.26648224936798215, "loss_cls": 0.2786918170750141, "loss_mask": 0.3026404771953821, "loss_rpn_cls": 0.06180467741796747, "loss_rpn_loc": 0.08379722648533061, "loss_sem_seg": 0.38500859774649143, "lr": 0.02, "mask_rcnn/accuracy": 0.8924761752527097, "mask_rcnn/false_negative": 0.08328328605261873, "mask_rcnn/false_positive": 0.158363612077021, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 236.0, "rpn/num_pos_anchors": 20.0, "time": 0.5464141864995327, "total_loss": 1.4177056409826037} {"data_time": 0.013125978501193458, "eta_seconds": 144615.0869171842, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.4237942557803468, "fast_rcnn/fg_cls_accuracy": 0.521795577936895, "iteration": 13119, "loss_box_reg": 0.28906588163226843, "loss_cls": 0.28813621029257774, "loss_mask": 0.33015443850308657, "loss_rpn_cls": 0.06757587054744363, "loss_rpn_loc": 0.1018588183214888, "loss_sem_seg": 0.44290412752889097, "lr": 0.02, "mask_rcnn/accuracy": 0.8642310149866398, "mask_rcnn/false_negative": 0.12010207399278583, "mask_rcnn/false_positive": 0.14663123979634865, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5780769020002481, "total_loss": 1.5350853414274752} {"data_time": 0.012225703500917007, "eta_seconds": 144603.82761136422, "fast_rcnn/cls_accuracy": 0.904296875, "fast_rcnn/false_negative": 0.493579309097486, "fast_rcnn/fg_cls_accuracy": 0.4562193126022913, "iteration": 13139, "loss_box_reg": 0.26219273195602, "loss_cls": 0.2643860522657633, "loss_mask": 0.3161269687116146, "loss_rpn_cls": 0.057940156606491655, "loss_rpn_loc": 0.09771536084008403, "loss_sem_seg": 0.4382458385080099, "lr": 0.02, "mask_rcnn/accuracy": 0.8585498408621142, "mask_rcnn/false_negative": 0.1094766055261005, "mask_rcnn/false_positive": 0.15964136733959472, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5524188060007873, "total_loss": 1.4555936977849342} {"data_time": 0.013662540999575867, "eta_seconds": 144592.56830554424, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.5118518518518518, "fast_rcnn/fg_cls_accuracy": 0.4667080745341615, "iteration": 13159, "loss_box_reg": 0.25393571937456727, "loss_cls": 0.2739679366350174, "loss_mask": 0.31370008923113346, "loss_rpn_cls": 0.07076745759695768, "loss_rpn_loc": 0.0967130089411512, "loss_sem_seg": 0.45746910478919744, "lr": 0.02, "mask_rcnn/accuracy": 0.8669575271431474, "mask_rcnn/false_negative": 0.12273280190174903, "mask_rcnn/false_positive": 0.11838246317482568, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5539226875007444, "total_loss": 1.475762361951638} {"data_time": 0.011898059499799274, "eta_seconds": 144548.66384054525, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.5800170679123249, "fast_rcnn/fg_cls_accuracy": 0.4116244957829116, "iteration": 13179, "loss_box_reg": 0.28813157323747873, "loss_cls": 0.3001754400320351, "loss_mask": 0.3106256863102317, "loss_rpn_cls": 0.07102100923657417, "loss_rpn_loc": 0.09203807136509567, "loss_sem_seg": 0.46579261822625995, "lr": 0.02, "mask_rcnn/accuracy": 0.8718545288485764, "mask_rcnn/false_negative": 0.11627041553026915, "mask_rcnn/false_positive": 0.13538534195502794, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5592362565012081, "total_loss": 1.475496923958417} {"data_time": 0.01309660250080924, "eta_seconds": 144640.15251519092, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.560583822570124, "fast_rcnn/fg_cls_accuracy": 0.3443301049233253, "iteration": 13199, "loss_box_reg": 0.2785771354101598, "loss_cls": 0.28820818243548274, "loss_mask": 0.32011786475777626, "loss_rpn_cls": 0.07078015216393396, "loss_rpn_loc": 0.09724854768137448, "loss_sem_seg": 0.47712817043066025, "lr": 0.02, "mask_rcnn/accuracy": 0.8644592544259615, "mask_rcnn/false_negative": 0.11472443650080322, "mask_rcnn/false_positive": 0.18956608572648467, "roi_head/num_bg_samples": 456.5, "roi_head/num_fg_samples": 55.5, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5672142430003078, "total_loss": 1.5595052950666286} {"data_time": 0.012732353000501462, "eta_seconds": 144649.20259304254, "fast_rcnn/cls_accuracy": 0.91357421875, "fast_rcnn/false_negative": 0.540501644736842, "fast_rcnn/fg_cls_accuracy": 0.387109375, "iteration": 13219, "loss_box_reg": 0.2927794260904193, "loss_cls": 0.3117146189324558, "loss_mask": 0.3175503518432379, "loss_rpn_cls": 0.06503723055357113, "loss_rpn_loc": 0.09132506030437071, "loss_sem_seg": 0.4316754238680005, "lr": 0.02, "mask_rcnn/accuracy": 0.8510053482708608, "mask_rcnn/false_negative": 0.12538726421167729, "mask_rcnn/false_positive": 0.18039739529190799, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5670982644996911, "total_loss": 1.478800067328848} {"data_time": 0.01310623100016528, "eta_seconds": 144655.8155405658, "fast_rcnn/cls_accuracy": 0.91357421875, "fast_rcnn/false_negative": 0.5549342105263158, "fast_rcnn/fg_cls_accuracy": 0.4160816326530612, "iteration": 13239, "loss_box_reg": 0.2883829986676574, "loss_cls": 0.3089253674261272, "loss_mask": 0.31408522091805935, "loss_rpn_cls": 0.06825300492346287, "loss_rpn_loc": 0.08588374906685203, "loss_sem_seg": 0.4668680224567652, "lr": 0.02, "mask_rcnn/accuracy": 0.8583603010778658, "mask_rcnn/false_negative": 0.11494083320990839, "mask_rcnn/false_positive": 0.1702556603876485, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.5789637414991375, "total_loss": 1.5551824598223902} {"data_time": 0.012428762999661558, "eta_seconds": 144651.61921751394, "fast_rcnn/cls_accuracy": 0.90966796875, "fast_rcnn/false_negative": 0.5071428571428571, "fast_rcnn/fg_cls_accuracy": 0.46006493506493507, "iteration": 13259, "loss_box_reg": 0.28628362203016877, "loss_cls": 0.305238364264369, "loss_mask": 0.3150681974366307, "loss_rpn_cls": 0.0714945673244074, "loss_rpn_loc": 0.10121444682590663, "loss_sem_seg": 0.4492566902190447, "lr": 0.02, "mask_rcnn/accuracy": 0.8661994627396413, "mask_rcnn/false_negative": 0.10211669584459199, "mask_rcnn/false_positive": 0.15482682954623234, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5703124210003807, "total_loss": 1.541020407457836} {"data_time": 0.013143094000042765, "eta_seconds": 144633.28005962583, "fast_rcnn/cls_accuracy": 0.89453125, "fast_rcnn/false_negative": 0.5269376484941887, "fast_rcnn/fg_cls_accuracy": 0.4278263537352355, "iteration": 13279, "loss_box_reg": 0.2670412161387503, "loss_cls": 0.28065683180466294, "loss_mask": 0.3094442868605256, "loss_rpn_cls": 0.06460542359855026, "loss_rpn_loc": 0.08641550908214413, "loss_sem_seg": 0.42343973089009523, "lr": 0.02, "mask_rcnn/accuracy": 0.8473584131115035, "mask_rcnn/false_negative": 0.1304444022029124, "mask_rcnn/false_positive": 0.18111164016830475, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.5600734624995312, "total_loss": 1.4798276448564138} {"data_time": 0.012729085000501072, "eta_seconds": 144596.74575347776, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.44397522522522526, "fast_rcnn/fg_cls_accuracy": 0.4889937106918239, "iteration": 13299, "loss_box_reg": 0.2805892159231007, "loss_cls": 0.278989409096539, "loss_mask": 0.3102494729682803, "loss_rpn_cls": 0.06846134044462815, "loss_rpn_loc": 0.08898535696789622, "loss_sem_seg": 0.44749013567343354, "lr": 0.02, "mask_rcnn/accuracy": 0.8541120304929088, "mask_rcnn/false_negative": 0.13621890415523813, "mask_rcnn/false_positive": 0.16568771925590137, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5610606424988873, "total_loss": 1.4935605545761064} {"data_time": 0.01242901699970389, "eta_seconds": 144460.3527425672, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.5127883274326789, "fast_rcnn/fg_cls_accuracy": 0.43981481481481477, "iteration": 13319, "loss_box_reg": 0.27277105348184705, "loss_cls": 0.2910145577043295, "loss_mask": 0.3164398530498147, "loss_rpn_cls": 0.06899956933921203, "loss_rpn_loc": 0.08111374406144023, "loss_sem_seg": 0.44139154627919197, "lr": 0.02, "mask_rcnn/accuracy": 0.8443182561486133, "mask_rcnn/false_negative": 0.11952917228172985, "mask_rcnn/false_positive": 0.18701888350166368, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.552767800500078, "total_loss": 1.4996539025451057} {"data_time": 0.011564988999452908, "eta_seconds": 144543.17632311612, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.4341130604288499, "fast_rcnn/fg_cls_accuracy": 0.46682296106848536, "iteration": 13339, "loss_box_reg": 0.25360514456406236, "loss_cls": 0.2657514908351004, "loss_mask": 0.3082700399681926, "loss_rpn_cls": 0.06767671497073025, "loss_rpn_loc": 0.08043268346227705, "loss_sem_seg": 0.46932454500347376, "lr": 0.02, "mask_rcnn/accuracy": 0.8675340136054421, "mask_rcnn/false_negative": 0.11233392128453869, "mask_rcnn/false_positive": 0.14274033664143282, "roi_head/num_bg_samples": 460.75, "roi_head/num_fg_samples": 51.25, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5700278089998392, "total_loss": 1.505154544924153} {"data_time": 0.012610699999640929, "eta_seconds": 144571.29286320647, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.490625, "fast_rcnn/fg_cls_accuracy": 0.50625, "iteration": 13359, "loss_box_reg": 0.27585052605718374, "loss_cls": 0.2942510601133108, "loss_mask": 0.30135190207511187, "loss_rpn_cls": 0.06603533402085304, "loss_rpn_loc": 0.09392750350525603, "loss_sem_seg": 0.4437952106818557, "lr": 0.02, "mask_rcnn/accuracy": 0.8726684707458301, "mask_rcnn/false_negative": 0.1236094852721762, "mask_rcnn/false_positive": 0.15247133878841657, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 237.75, "rpn/num_pos_anchors": 18.25, "time": 0.5714006540001719, "total_loss": 1.4969174567377195} {"data_time": 0.014743910000106553, "eta_seconds": 144538.76962551085, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.4811987560079163, "fast_rcnn/fg_cls_accuracy": 0.4840008365575656, "iteration": 13379, "loss_box_reg": 0.2707763519138098, "loss_cls": 0.3051319611258805, "loss_mask": 0.30832233279943466, "loss_rpn_cls": 0.06549679848831147, "loss_rpn_loc": 0.0832524755387567, "loss_sem_seg": 0.5164154544472694, "lr": 0.02, "mask_rcnn/accuracy": 0.8667977486371261, "mask_rcnn/false_negative": 0.10961774511688757, "mask_rcnn/false_positive": 0.12940772128465391, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5629184039999018, "total_loss": 1.5539494966506027} {"data_time": 0.01268711050033744, "eta_seconds": 144572.7411782041, "fast_rcnn/cls_accuracy": 0.91259765625, "fast_rcnn/false_negative": 0.47552083333333334, "fast_rcnn/fg_cls_accuracy": 0.4546701739268464, "iteration": 13399, "loss_box_reg": 0.2768903998658061, "loss_cls": 0.28663339652121067, "loss_mask": 0.30570947378873825, "loss_rpn_cls": 0.06233342969790101, "loss_rpn_loc": 0.0929612439358607, "loss_sem_seg": 0.38806290877982974, "lr": 0.02, "mask_rcnn/accuracy": 0.8729548709205688, "mask_rcnn/false_negative": 0.11098473931349588, "mask_rcnn/false_positive": 0.16190522075869007, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5737980440007959, "total_loss": 1.4301986473728903} {"data_time": 0.013404426500528643, "eta_seconds": 144436.68728334637, "fast_rcnn/cls_accuracy": 0.89794921875, "fast_rcnn/false_negative": 0.5327580028666985, "fast_rcnn/fg_cls_accuracy": 0.34433229813664595, "iteration": 13419, "loss_box_reg": 0.25136540830135345, "loss_cls": 0.2709827027283609, "loss_mask": 0.3001027535647154, "loss_rpn_cls": 0.06132420338690281, "loss_rpn_loc": 0.08886036754120141, "loss_sem_seg": 0.4193328986875713, "lr": 0.02, "mask_rcnn/accuracy": 0.8430285589845694, "mask_rcnn/false_negative": 0.13362149042460503, "mask_rcnn/false_positive": 0.1576937863035866, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5551602565010398, "total_loss": 1.3656007210083771} {"data_time": 0.01227389950054203, "eta_seconds": 144343.8221810802, "fast_rcnn/cls_accuracy": 0.8837890625, "fast_rcnn/false_negative": 0.48777777777777775, "fast_rcnn/fg_cls_accuracy": 0.4432113037893385, "iteration": 13439, "loss_box_reg": 0.2816082576755434, "loss_cls": 0.2946652667596936, "loss_mask": 0.3169632414355874, "loss_rpn_cls": 0.05775065952911973, "loss_rpn_loc": 0.08334331697551534, "loss_sem_seg": 0.46590904518961906, "lr": 0.02, "mask_rcnn/accuracy": 0.870159564220748, "mask_rcnn/false_negative": 0.10117405086013082, "mask_rcnn/false_positive": 0.1393547824900471, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5623118660005275, "total_loss": 1.5350246984162368} {"data_time": 0.012373139999908744, "eta_seconds": 144357.9522728822, "fast_rcnn/cls_accuracy": 0.90673828125, "fast_rcnn/false_negative": 0.5073200992555831, "fast_rcnn/fg_cls_accuracy": 0.42991452991452994, "iteration": 13459, "loss_box_reg": 0.3074090862646699, "loss_cls": 0.30337851541116834, "loss_mask": 0.30993252620100975, "loss_rpn_cls": 0.06716409139335155, "loss_rpn_loc": 0.1018284652964212, "loss_sem_seg": 0.4573937226086855, "lr": 0.02, "mask_rcnn/accuracy": 0.8513674200846442, "mask_rcnn/false_negative": 0.12268058602238667, "mask_rcnn/false_positive": 0.17662857745082153, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5655088889989202, "total_loss": 1.5536900531733409} {"data_time": 0.012179837999610754, "eta_seconds": 144334.13484681278, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.5090354511970534, "fast_rcnn/fg_cls_accuracy": 0.3938608832915823, "iteration": 13479, "loss_box_reg": 0.2538328138180077, "loss_cls": 0.2955642198212445, "loss_mask": 0.29143917839974165, "loss_rpn_cls": 0.06575214315671474, "loss_rpn_loc": 0.08095532224979252, "loss_sem_seg": 0.4882933869957924, "lr": 0.02, "mask_rcnn/accuracy": 0.8866647744579514, "mask_rcnn/false_negative": 0.10146124962278023, "mask_rcnn/false_positive": 0.12211865251804221, "roi_head/num_bg_samples": 461.0, "roi_head/num_fg_samples": 51.0, "rpn/num_neg_anchors": 234.25, "rpn/num_pos_anchors": 21.75, "time": 0.563369465499818, "total_loss": 1.503556529758498} {"data_time": 0.012706870500551304, "eta_seconds": 144335.44390934217, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.46417663198219183, "fast_rcnn/fg_cls_accuracy": 0.45058139534883723, "iteration": 13499, "loss_box_reg": 0.27525932621210814, "loss_cls": 0.3044278989546001, "loss_mask": 0.3143821908161044, "loss_rpn_cls": 0.05880898010218516, "loss_rpn_loc": 0.08651903155259788, "loss_sem_seg": 0.4302598349750042, "lr": 0.02, "mask_rcnn/accuracy": 0.8547529266821656, "mask_rcnn/false_negative": 0.1108806097319823, "mask_rcnn/false_positive": 0.14470461980343663, "roi_head/num_bg_samples": 457.25, "roi_head/num_fg_samples": 54.75, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5656620109994037, "total_loss": 1.5105558619834483} {"data_time": 0.014328958000078273, "eta_seconds": 144298.81336924018, "fast_rcnn/cls_accuracy": 0.896484375, "fast_rcnn/false_negative": 0.6328441295546559, "fast_rcnn/fg_cls_accuracy": 0.3434065934065934, "iteration": 13519, "loss_box_reg": 0.2664142537396401, "loss_cls": 0.2915580540429801, "loss_mask": 0.29360356368124485, "loss_rpn_cls": 0.06244968326063827, "loss_rpn_loc": 0.08636820409446955, "loss_sem_seg": 0.4344083731994033, "lr": 0.02, "mask_rcnn/accuracy": 0.8631891157688742, "mask_rcnn/false_negative": 0.10158982133412363, "mask_rcnn/false_positive": 0.18282521210029895, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5560504224995384, "total_loss": 1.4251086147269234} {"data_time": 0.01199142499899608, "eta_seconds": 144241.57193834454, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.41687552213868, "fast_rcnn/fg_cls_accuracy": 0.48113746157224413, "iteration": 13539, "loss_box_reg": 0.24419189617037773, "loss_cls": 0.27683914406225085, "loss_mask": 0.30554825346916914, "loss_rpn_cls": 0.06702455173945054, "loss_rpn_loc": 0.10255607031285763, "loss_sem_seg": 0.4560051211155951, "lr": 0.02, "mask_rcnn/accuracy": 0.8682969983712301, "mask_rcnn/false_negative": 0.11557596499005005, "mask_rcnn/false_positive": 0.12198868836064813, "roi_head/num_bg_samples": 470.25, "roi_head/num_fg_samples": 41.75, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5579652365004222, "total_loss": 1.5146777057670988} {"data_time": 0.01246298400019441, "eta_seconds": 144256.4178604623, "fast_rcnn/cls_accuracy": 0.90771484375, "fast_rcnn/false_negative": 0.45903010033444813, "fast_rcnn/fg_cls_accuracy": 0.4145616052662886, "iteration": 13559, "loss_box_reg": 0.2683901060372591, "loss_cls": 0.2897706206422299, "loss_mask": 0.31540467217564583, "loss_rpn_cls": 0.06759629520820454, "loss_rpn_loc": 0.08217265491839498, "loss_sem_seg": 0.4300424410030246, "lr": 0.02, "mask_rcnn/accuracy": 0.8816805595477628, "mask_rcnn/false_negative": 0.10243430676302295, "mask_rcnn/false_positive": 0.14445367557019922, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 235.25, "rpn/num_pos_anchors": 20.75, "time": 0.5644585205009207, "total_loss": 1.4487771609565243} {"data_time": 0.012321924500611203, "eta_seconds": 144202.7663298474, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.5224269662921348, "fast_rcnn/fg_cls_accuracy": 0.4428370786516854, "iteration": 13579, "loss_box_reg": 0.26476053381338716, "loss_cls": 0.290055138990283, "loss_mask": 0.3157503316178918, "loss_rpn_cls": 0.06318546226248145, "loss_rpn_loc": 0.10416861763224006, "loss_sem_seg": 0.44365165033377707, "lr": 0.02, "mask_rcnn/accuracy": 0.8594491997901088, "mask_rcnn/false_negative": 0.125440445239271, "mask_rcnn/false_positive": 0.1655158703309733, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5580563855000946, "total_loss": 1.502202661766205} {"data_time": 0.012838478500270867, "eta_seconds": 144191.51898533737, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.44384914381762786, "fast_rcnn/fg_cls_accuracy": 0.5179053402737613, "iteration": 13599, "loss_box_reg": 0.2752753747627139, "loss_cls": 0.28304162062704563, "loss_mask": 0.30276145227253437, "loss_rpn_cls": 0.066192741622217, "loss_rpn_loc": 0.09262183756800368, "loss_sem_seg": 0.47273949906229973, "lr": 0.02, "mask_rcnn/accuracy": 0.8514174466779193, "mask_rcnn/false_negative": 0.11554022279036416, "mask_rcnn/false_positive": 0.15243830577967685, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.564906835000329, "total_loss": 1.5524041333119385} {"data_time": 0.012741395000375633, "eta_seconds": 144234.42353837728, "fast_rcnn/cls_accuracy": 0.912109375, "fast_rcnn/false_negative": 0.4817582417582418, "fast_rcnn/fg_cls_accuracy": 0.5132417582417583, "iteration": 13619, "loss_box_reg": 0.2628777679055929, "loss_cls": 0.27360099693760276, "loss_mask": 0.30450722202658653, "loss_rpn_cls": 0.06157528923358768, "loss_rpn_loc": 0.0779306527110748, "loss_sem_seg": 0.46362859616056085, "lr": 0.02, "mask_rcnn/accuracy": 0.8545831237157768, "mask_rcnn/false_negative": 0.10328359011526275, "mask_rcnn/false_positive": 0.1827578053021109, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.5677085915003772, "total_loss": 1.4159691196400672} {"data_time": 0.012383216499983973, "eta_seconds": 144211.41525390238, "fast_rcnn/cls_accuracy": 0.90234375, "fast_rcnn/false_negative": 0.5511801242236025, "fast_rcnn/fg_cls_accuracy": 0.3698348637440758, "iteration": 13639, "loss_box_reg": 0.2724086922244169, "loss_cls": 0.2855693819001317, "loss_mask": 0.3087018672376871, "loss_rpn_cls": 0.07479556417092681, "loss_rpn_loc": 0.09240902739111334, "loss_sem_seg": 0.43068661354482174, "lr": 0.02, "mask_rcnn/accuracy": 0.8785937309676991, "mask_rcnn/false_negative": 0.10564968723847196, "mask_rcnn/false_positive": 0.16527661304030522, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5534123609995731, "total_loss": 1.5603000354603864} {"data_time": 0.01201195999965421, "eta_seconds": 144133.83982918118, "fast_rcnn/cls_accuracy": 0.908203125, "fast_rcnn/false_negative": 0.45402006397208494, "fast_rcnn/fg_cls_accuracy": 0.44692460317460314, "iteration": 13659, "loss_box_reg": 0.2810483258217573, "loss_cls": 0.27783120004460216, "loss_mask": 0.31114583276212215, "loss_rpn_cls": 0.07106502330861986, "loss_rpn_loc": 0.07632736896630377, "loss_sem_seg": 0.4112041948828846, "lr": 0.02, "mask_rcnn/accuracy": 0.8552097180104958, "mask_rcnn/false_negative": 0.11460139418570567, "mask_rcnn/false_positive": 0.1718866061597214, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.562921424499109, "total_loss": 1.4671240344177932} {"data_time": 0.012811003500246443, "eta_seconds": 144118.35454680485, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.45432266848196057, "fast_rcnn/fg_cls_accuracy": 0.4958870472682627, "iteration": 13679, "loss_box_reg": 0.272663785610348, "loss_cls": 0.2911506344098598, "loss_mask": 0.313808492384851, "loss_rpn_cls": 0.06296391654177569, "loss_rpn_loc": 0.08714248315664008, "loss_sem_seg": 0.4213176751509309, "lr": 0.02, "mask_rcnn/accuracy": 0.8669503951491109, "mask_rcnn/false_negative": 0.1174618122742252, "mask_rcnn/false_positive": 0.1554657385574325, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5639739250000275, "total_loss": 1.4392202064045705} {"data_time": 0.011787009000727267, "eta_seconds": 144125.33304244754, "fast_rcnn/cls_accuracy": 0.8984375, "fast_rcnn/false_negative": 0.42134920634920636, "fast_rcnn/fg_cls_accuracy": 0.49099818898476616, "iteration": 13699, "loss_box_reg": 0.29378276504576206, "loss_cls": 0.313680209685117, "loss_mask": 0.3163407202810049, "loss_rpn_cls": 0.05963209079345688, "loss_rpn_loc": 0.09865670959698036, "loss_sem_seg": 0.4516797196120024, "lr": 0.02, "mask_rcnn/accuracy": 0.8549665178571428, "mask_rcnn/false_negative": 0.11358906632002891, "mask_rcnn/false_positive": 0.17364368125213714, "roi_head/num_bg_samples": 426.5, "roi_head/num_fg_samples": 85.5, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.5777194069996767, "total_loss": 1.5565832807333209} {"data_time": 0.011942355499741097, "eta_seconds": 144095.86425462484, "fast_rcnn/cls_accuracy": 0.9130859375, "fast_rcnn/false_negative": 0.5138264388489209, "fast_rcnn/fg_cls_accuracy": 0.4153009708737864, "iteration": 13719, "loss_box_reg": 0.23887874791398644, "loss_cls": 0.2682950161397457, "loss_mask": 0.30536324344575405, "loss_rpn_cls": 0.06024923059158027, "loss_rpn_loc": 0.08143073285464197, "loss_sem_seg": 0.4424125598743558, "lr": 0.02, "mask_rcnn/accuracy": 0.8602964875466316, "mask_rcnn/false_negative": 0.1294068499340307, "mask_rcnn/false_positive": 0.16178086729393065, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5712475950012958, "total_loss": 1.3940708620357327} {"data_time": 0.012992594500246923, "eta_seconds": 144088.85792154123, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.5246415770609318, "fast_rcnn/fg_cls_accuracy": 0.40644736842105267, "iteration": 13739, "loss_box_reg": 0.26678989408537745, "loss_cls": 0.28942561987787485, "loss_mask": 0.29223048128187656, "loss_rpn_cls": 0.061083262553438544, "loss_rpn_loc": 0.08079964824719355, "loss_sem_seg": 0.4387283204123378, "lr": 0.02, "mask_rcnn/accuracy": 0.8635953872777181, "mask_rcnn/false_negative": 0.10768375261575266, "mask_rcnn/false_positive": 0.1320679283920485, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5712100145001386, "total_loss": 1.4377912097843364} {"data_time": 0.012471910499698424, "eta_seconds": 144070.4671645188, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.44802007808142774, "fast_rcnn/fg_cls_accuracy": 0.5122774133083411, "iteration": 13759, "loss_box_reg": 0.2742351978085935, "loss_cls": 0.27732070512138307, "loss_mask": 0.29141726065427065, "loss_rpn_cls": 0.06346923811361194, "loss_rpn_loc": 0.0900335107871797, "loss_sem_seg": 0.4138245047070086, "lr": 0.02, "mask_rcnn/accuracy": 0.8731761759581882, "mask_rcnn/false_negative": 0.0921240952312573, "mask_rcnn/false_positive": 0.16750560918345214, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5645058384998265, "total_loss": 1.4324309827352408} {"data_time": 0.012525045500296983, "eta_seconds": 144080.34676988758, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.4946346739532633, "fast_rcnn/fg_cls_accuracy": 0.4626485568760611, "iteration": 13779, "loss_box_reg": 0.2752809457015246, "loss_cls": 0.29626779817044735, "loss_mask": 0.3031690027564764, "loss_rpn_cls": 0.06844709324650466, "loss_rpn_loc": 0.08934370377392042, "loss_sem_seg": 0.4560866318643093, "lr": 0.02, "mask_rcnn/accuracy": 0.8526576439133269, "mask_rcnn/false_negative": 0.1048288455917398, "mask_rcnn/false_positive": 0.17901340019866102, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.5710998214990468, "total_loss": 1.4756918520433828} {"data_time": 0.012459223500627559, "eta_seconds": 144121.4100407825, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.39457070707070707, "fast_rcnn/fg_cls_accuracy": 0.5560844370860927, "iteration": 13799, "loss_box_reg": 0.2681536516174674, "loss_cls": 0.273414510069415, "loss_mask": 0.30401911959052086, "loss_rpn_cls": 0.058673647639807314, "loss_rpn_loc": 0.08896348738926463, "loss_sem_seg": 0.42559749260544777, "lr": 0.02, "mask_rcnn/accuracy": 0.8730724248462272, "mask_rcnn/false_negative": 0.10160586158462755, "mask_rcnn/false_positive": 0.13502181234226246, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5739511234987731, "total_loss": 1.4480852122360375} {"data_time": 0.012468258501030505, "eta_seconds": 144121.9078499773, "fast_rcnn/cls_accuracy": 0.90478515625, "fast_rcnn/false_negative": 0.49365668755318326, "fast_rcnn/fg_cls_accuracy": 0.4981485437584562, "iteration": 13819, "loss_box_reg": 0.27420966187492013, "loss_cls": 0.2877331394702196, "loss_mask": 0.2920273318886757, "loss_rpn_cls": 0.06590651394799352, "loss_rpn_loc": 0.08203661243896931, "loss_sem_seg": 0.5009107226505876, "lr": 0.02, "mask_rcnn/accuracy": 0.8705175237400196, "mask_rcnn/false_negative": 0.09541835807276228, "mask_rcnn/false_positive": 0.16107178110539927, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.5690672930004439, "total_loss": 1.5129923269851133} {"data_time": 0.011613192000368144, "eta_seconds": 144118.7781218801, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.47418713973921317, "fast_rcnn/fg_cls_accuracy": 0.4544511959876543, "iteration": 13839, "loss_box_reg": 0.251141426153481, "loss_cls": 0.28220101725310087, "loss_mask": 0.31145522743463516, "loss_rpn_cls": 0.06304703012574464, "loss_rpn_loc": 0.07508730862173252, "loss_sem_seg": 0.4582255110144615, "lr": 0.02, "mask_rcnn/accuracy": 0.8488822535523842, "mask_rcnn/false_negative": 0.10900705765699385, "mask_rcnn/false_positive": 0.160406249829287, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5544810069995947, "total_loss": 1.5107861496508121} {"data_time": 0.013329060499927436, "eta_seconds": 144087.65808586255, "fast_rcnn/cls_accuracy": 0.90478515625, "fast_rcnn/false_negative": 0.5257339831213598, "fast_rcnn/fg_cls_accuracy": 0.4331266846361186, "iteration": 13859, "loss_box_reg": 0.25430568400770426, "loss_cls": 0.2790044476278126, "loss_mask": 0.3074898552149534, "loss_rpn_cls": 0.06387898890534416, "loss_rpn_loc": 0.10063292307313532, "loss_sem_seg": 0.44564984319731593, "lr": 0.02, "mask_rcnn/accuracy": 0.8764115354602207, "mask_rcnn/false_negative": 0.11451945174980073, "mask_rcnn/false_positive": 0.13630623346371473, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5519819179990009, "total_loss": 1.505883477104362} {"data_time": 0.012755580500197539, "eta_seconds": 144096.27371596012, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3515593895155939, "fast_rcnn/fg_cls_accuracy": 0.5549853372434017, "iteration": 13879, "loss_box_reg": 0.2565281908027828, "loss_cls": 0.27234334498643875, "loss_mask": 0.3079628124833107, "loss_rpn_cls": 0.07365687272977084, "loss_rpn_loc": 0.08222406299319118, "loss_sem_seg": 0.4273910513147712, "lr": 0.02, "mask_rcnn/accuracy": 0.8755691374700942, "mask_rcnn/false_negative": 0.08040281220737718, "mask_rcnn/false_positive": 0.16489187754520568, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5620838274999187, "total_loss": 1.4114496427355334} {"data_time": 0.012643746999856376, "eta_seconds": 144076.9015746173, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.44249386419416414, "fast_rcnn/fg_cls_accuracy": 0.527046783625731, "iteration": 13899, "loss_box_reg": 0.2499444605782628, "loss_cls": 0.2851495558861643, "loss_mask": 0.3003348568454385, "loss_rpn_cls": 0.050183797371573746, "loss_rpn_loc": 0.07708351220935583, "loss_sem_seg": 0.44286777963861823, "lr": 0.02, "mask_rcnn/accuracy": 0.861667519439435, "mask_rcnn/false_negative": 0.13428466652243753, "mask_rcnn/false_positive": 0.15865725825386695, "roi_head/num_bg_samples": 458.25, "roi_head/num_fg_samples": 53.75, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5613499974997467, "total_loss": 1.3966406065155752} {"data_time": 0.012609964000148466, "eta_seconds": 144011.56147317748, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.41941391941391937, "fast_rcnn/fg_cls_accuracy": 0.5386826019523766, "iteration": 13919, "loss_box_reg": 0.2768057007342577, "loss_cls": 0.2853306755423546, "loss_mask": 0.31189531926065683, "loss_rpn_cls": 0.05666379223112017, "loss_rpn_loc": 0.08746128831990063, "loss_sem_seg": 0.43914502626284957, "lr": 0.02, "mask_rcnn/accuracy": 0.8928718395829607, "mask_rcnn/false_negative": 0.10757229904278393, "mask_rcnn/false_positive": 0.12417482090415571, "roi_head/num_bg_samples": 468.0, "roi_head/num_fg_samples": 44.0, "rpn/num_neg_anchors": 234.5, "rpn/num_pos_anchors": 21.5, "time": 0.5462497494991112, "total_loss": 1.4261537688435055} {"data_time": 0.012315500000113389, "eta_seconds": 144042.6554793026, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.4589518668466037, "fast_rcnn/fg_cls_accuracy": 0.4964912280701754, "iteration": 13939, "loss_box_reg": 0.2578732701949775, "loss_cls": 0.2766974838450551, "loss_mask": 0.3159785745665431, "loss_rpn_cls": 0.0695495869149454, "loss_rpn_loc": 0.08640431403182447, "loss_sem_seg": 0.5076692786533386, "lr": 0.02, "mask_rcnn/accuracy": 0.8532188411078717, "mask_rcnn/false_negative": 0.11424154733215536, "mask_rcnn/false_positive": 0.15948118494622054, "roi_head/num_bg_samples": 460.5, "roi_head/num_fg_samples": 51.5, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5612391390004632, "total_loss": 1.481812460377114} {"data_time": 0.013195049499699962, "eta_seconds": 144005.35099163488, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.48573284823284824, "fast_rcnn/fg_cls_accuracy": 0.47143614202437734, "iteration": 13959, "loss_box_reg": 0.2529744110070169, "loss_cls": 0.2625853829085827, "loss_mask": 0.2977329450659454, "loss_rpn_cls": 0.06310003180988133, "loss_rpn_loc": 0.07887430093251169, "loss_sem_seg": 0.45078299567103386, "lr": 0.02, "mask_rcnn/accuracy": 0.858147139667959, "mask_rcnn/false_negative": 0.09100282449724467, "mask_rcnn/false_positive": 0.15491228165662835, "roi_head/num_bg_samples": 462.25, "roi_head/num_fg_samples": 49.75, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5536405639995792, "total_loss": 1.4293605704733636} {"data_time": 0.012878069499492995, "eta_seconds": 144003.61534752592, "fast_rcnn/cls_accuracy": 0.8974609375, "fast_rcnn/false_negative": 0.47723857820350285, "fast_rcnn/fg_cls_accuracy": 0.455694942254082, "iteration": 13979, "loss_box_reg": 0.2658763360232115, "loss_cls": 0.29173206351697445, "loss_mask": 0.3080289391800761, "loss_rpn_cls": 0.05841515294741839, "loss_rpn_loc": 0.08405182883143425, "loss_sem_seg": 0.4419803926721215, "lr": 0.02, "mask_rcnn/accuracy": 0.8676417161619301, "mask_rcnn/false_negative": 0.10790295813976514, "mask_rcnn/false_positive": 0.16661231988769115, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5628231994996895, "total_loss": 1.4079425334057305} {"data_time": 0.013400718499724462, "eta_seconds": 144170.39522724535, "fast_rcnn/cls_accuracy": 0.90283203125, "fast_rcnn/false_negative": 0.47282185378880603, "fast_rcnn/fg_cls_accuracy": 0.437890625, "iteration": 13999, "loss_box_reg": 0.26939754420891404, "loss_cls": 0.2906633233651519, "loss_mask": 0.3199489898979664, "loss_rpn_cls": 0.05991445286781527, "loss_rpn_loc": 0.08485057085636072, "loss_sem_seg": 0.4374812254682183, "lr": 0.02, "mask_rcnn/accuracy": 0.8494787881540697, "mask_rcnn/false_negative": 0.10989589944155614, "mask_rcnn/false_positive": 0.18183796731984747, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5685199014988029, "total_loss": 1.4866414589923806} {"data_time": 0.013597972000752634, "eta_seconds": 144159.13195911536, "fast_rcnn/cls_accuracy": 0.9072265625, "fast_rcnn/false_negative": 0.5477821853588172, "fast_rcnn/fg_cls_accuracy": 0.3991310108331385, "iteration": 14019, "loss_box_reg": 0.27869299007579684, "loss_cls": 0.30236753541976213, "loss_mask": 0.30196774657815695, "loss_rpn_cls": 0.059436833835206926, "loss_rpn_loc": 0.08944465860258788, "loss_sem_seg": 0.4450273853726685, "lr": 0.02, "mask_rcnn/accuracy": 0.8515675233907642, "mask_rcnn/false_negative": 0.11352562617367415, "mask_rcnn/false_positive": 0.16008028636829844, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5753390275003767, "total_loss": 1.496130687999539} {"data_time": 0.012549059999400924, "eta_seconds": 144166.42855133524, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.40107249604407197, "fast_rcnn/fg_cls_accuracy": 0.48793103448275865, "iteration": 14039, "loss_box_reg": 0.26401056721806526, "loss_cls": 0.2940733199939132, "loss_mask": 0.3083823136985302, "loss_rpn_cls": 0.06121977948350832, "loss_rpn_loc": 0.09288513724459335, "loss_sem_seg": 0.435530903050676, "lr": 0.02, "mask_rcnn/accuracy": 0.8684610572823164, "mask_rcnn/false_negative": 0.11721338276390572, "mask_rcnn/false_positive": 0.15330409191120015, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.5656480434990954, "total_loss": 1.4772226243221667} {"data_time": 0.012910551499771827, "eta_seconds": 144155.16383299523, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.4549278846153846, "fast_rcnn/fg_cls_accuracy": 0.48333333333333334, "iteration": 14059, "loss_box_reg": 0.2682290351949632, "loss_cls": 0.2786958587821573, "loss_mask": 0.30470164958387613, "loss_rpn_cls": 0.06558059190865606, "loss_rpn_loc": 0.10576767765451223, "loss_sem_seg": 0.4205527501180768, "lr": 0.02, "mask_rcnn/accuracy": 0.8777685156943211, "mask_rcnn/false_negative": 0.10108621431311215, "mask_rcnn/false_positive": 0.14704859266799064, "roi_head/num_bg_samples": 460.25, "roi_head/num_fg_samples": 51.75, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5562951905003501, "total_loss": 1.511049698048737} {"data_time": 0.012871011499555607, "eta_seconds": 144125.3421547254, "fast_rcnn/cls_accuracy": 0.89306640625, "fast_rcnn/false_negative": 0.5362782757148954, "fast_rcnn/fg_cls_accuracy": 0.40613894811656004, "iteration": 14079, "loss_box_reg": 0.26645585615187883, "loss_cls": 0.29550666408613324, "loss_mask": 0.3075259532779455, "loss_rpn_cls": 0.06542004185030237, "loss_rpn_loc": 0.08723054139409214, "loss_sem_seg": 0.4515679641626775, "lr": 0.02, "mask_rcnn/accuracy": 0.8677999972624865, "mask_rcnn/false_negative": 0.09248205586663841, "mask_rcnn/false_positive": 0.17004160690554843, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.5656147005001912, "total_loss": 1.4795396699337289} {"data_time": 0.01279949099989608, "eta_seconds": 144182.34278161408, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.52, "fast_rcnn/fg_cls_accuracy": 0.45535211267605635, "iteration": 14099, "loss_box_reg": 0.26921671722084284, "loss_cls": 0.289977353066206, "loss_mask": 0.3271941617131233, "loss_rpn_cls": 0.05921397247584537, "loss_rpn_loc": 0.08631127106491476, "loss_sem_seg": 0.45890624495223165, "lr": 0.02, "mask_rcnn/accuracy": 0.8588208090234284, "mask_rcnn/false_negative": 0.11194431435464594, "mask_rcnn/false_positive": 0.16290126757546985, "roi_head/num_bg_samples": 458.0, "roi_head/num_fg_samples": 54.0, "rpn/num_neg_anchors": 236.25, "rpn/num_pos_anchors": 19.75, "time": 0.5724601540005096, "total_loss": 1.509605464321794} {"data_time": 0.013272637999762082, "eta_seconds": 144121.3696779752, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.4583333333333333, "fast_rcnn/fg_cls_accuracy": 0.47635144772500354, "iteration": 14119, "loss_box_reg": 0.26765949465334415, "loss_cls": 0.2865758966654539, "loss_mask": 0.29655035212635994, "loss_rpn_cls": 0.07242910214699805, "loss_rpn_loc": 0.08667227334808558, "loss_sem_seg": 0.46605188958346844, "lr": 0.02, "mask_rcnn/accuracy": 0.8863581183517786, "mask_rcnn/false_negative": 0.10391230791545097, "mask_rcnn/false_positive": 0.1198392544207023, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5723614250000537, "total_loss": 1.4783989291754551} {"data_time": 0.012062046000210103, "eta_seconds": 144159.8055749941, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.5497076023391814, "fast_rcnn/fg_cls_accuracy": 0.37488849241748434, "iteration": 14139, "loss_box_reg": 0.28390325070358813, "loss_cls": 0.2888870374299586, "loss_mask": 0.30907332710921764, "loss_rpn_cls": 0.06943376641720533, "loss_rpn_loc": 0.09318841836648062, "loss_sem_seg": 0.4123179689049721, "lr": 0.02, "mask_rcnn/accuracy": 0.8640482054890921, "mask_rcnn/false_negative": 0.11148773875760333, "mask_rcnn/false_positive": 0.13754009509475568, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5676160370003345, "total_loss": 1.4771782086463645} {"data_time": 0.0128543085002093, "eta_seconds": 144098.8402412952, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.478125, "fast_rcnn/fg_cls_accuracy": 0.49352394916911047, "iteration": 14159, "loss_box_reg": 0.2581694978289306, "loss_cls": 0.26388091570697725, "loss_mask": 0.29371954035013914, "loss_rpn_cls": 0.06841137597803026, "loss_rpn_loc": 0.08906769548775628, "loss_sem_seg": 0.4166600205935538, "lr": 0.02, "mask_rcnn/accuracy": 0.874427237450164, "mask_rcnn/false_negative": 0.11611775106895603, "mask_rcnn/false_positive": 0.1364737343708297, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5541724234999492, "total_loss": 1.4001385038718581} {"data_time": 0.012850660000367498, "eta_seconds": 144115.34182264024, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.6130765785938199, "fast_rcnn/fg_cls_accuracy": 0.37683627847562273, "iteration": 14179, "loss_box_reg": 0.2682033209130168, "loss_cls": 0.2766347327269614, "loss_mask": 0.30625932943075895, "loss_rpn_cls": 0.07298359205015004, "loss_rpn_loc": 0.09643775038421154, "loss_sem_seg": 0.42366898432374, "lr": 0.02, "mask_rcnn/accuracy": 0.8511052929943907, "mask_rcnn/false_negative": 0.14358380405594284, "mask_rcnn/false_positive": 0.1632256976917162, "roi_head/num_bg_samples": 459.5, "roi_head/num_fg_samples": 52.5, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5652089694995084, "total_loss": 1.4607157743303105} {"data_time": 0.012114207000195165, "eta_seconds": 144075.22122020414, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.5438858695652173, "fast_rcnn/fg_cls_accuracy": 0.4089860187321841, "iteration": 14199, "loss_box_reg": 0.2640508054755628, "loss_cls": 0.2785093099810183, "loss_mask": 0.2992879515513778, "loss_rpn_cls": 0.06573593767825514, "loss_rpn_loc": 0.08868888264987618, "loss_sem_seg": 0.3853569095954299, "lr": 0.02, "mask_rcnn/accuracy": 0.8568134511078049, "mask_rcnn/false_negative": 0.09028053053259374, "mask_rcnn/false_positive": 0.1812886470881835, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.5625639649988443, "total_loss": 1.442655176972039} {"data_time": 0.011984054000095057, "eta_seconds": 144114.73116175408, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.5511615044247787, "fast_rcnn/fg_cls_accuracy": 0.3971173335335185, "iteration": 14219, "loss_box_reg": 0.28059742460027337, "loss_cls": 0.2894554897211492, "loss_mask": 0.30643419828265905, "loss_rpn_cls": 0.06959369941614568, "loss_rpn_loc": 0.1043468986172229, "loss_sem_seg": 0.4661689307540655, "lr": 0.02, "mask_rcnn/accuracy": 0.8554428886509962, "mask_rcnn/false_negative": 0.13633549616269203, "mask_rcnn/false_positive": 0.16656265116503574, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.5756569515015144, "total_loss": 1.532501073088497} {"data_time": 0.012864563499533688, "eta_seconds": 144118.39452511762, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.4565518552724507, "fast_rcnn/fg_cls_accuracy": 0.49170616113744076, "iteration": 14239, "loss_box_reg": 0.28217652440071106, "loss_cls": 0.2966725993901491, "loss_mask": 0.3026189059019089, "loss_rpn_cls": 0.0710556500707753, "loss_rpn_loc": 0.09832562232622877, "loss_sem_seg": 0.41139856167137623, "lr": 0.02, "mask_rcnn/accuracy": 0.8570345073513277, "mask_rcnn/false_negative": 0.120398335394117, "mask_rcnn/false_positive": 0.15596342567763466, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.5795795439998983, "total_loss": 1.492591250455007} {"data_time": 0.012004759500086948, "eta_seconds": 143829.96416650733, "fast_rcnn/cls_accuracy": 0.9140625, "fast_rcnn/false_negative": 0.5637812330780536, "fast_rcnn/fg_cls_accuracy": 0.3864247311827957, "iteration": 14259, "loss_box_reg": 0.24662762181833386, "loss_cls": 0.26477690786123276, "loss_mask": 0.29856697376817465, "loss_rpn_cls": 0.05743807402905077, "loss_rpn_loc": 0.07591902068816125, "loss_sem_seg": 0.4154540551826358, "lr": 0.02, "mask_rcnn/accuracy": 0.8616535077363656, "mask_rcnn/false_negative": 0.11580145074943524, "mask_rcnn/false_positive": 0.1393604858372697, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5554187904999708, "total_loss": 1.400480603100732} {"data_time": 0.013071995000245806, "eta_seconds": 143980.4057737906, "fast_rcnn/cls_accuracy": 0.90966796875, "fast_rcnn/false_negative": 0.522068236210831, "fast_rcnn/fg_cls_accuracy": 0.4431983111228394, "iteration": 14279, "loss_box_reg": 0.27959691779688, "loss_cls": 0.30184400361031294, "loss_mask": 0.31575111113488674, "loss_rpn_cls": 0.06519721273798496, "loss_rpn_loc": 0.08452304889215156, "loss_sem_seg": 0.4134017117321491, "lr": 0.02, "mask_rcnn/accuracy": 0.8598608214812906, "mask_rcnn/false_negative": 0.10989561335640297, "mask_rcnn/false_positive": 0.1508006689421763, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5721739125001477, "total_loss": 1.470505033095833} {"data_time": 0.01357115050086577, "eta_seconds": 144069.6567485141, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3576388888888889, "fast_rcnn/fg_cls_accuracy": 0.5609109200658496, "iteration": 14299, "loss_box_reg": 0.2798489099368453, "loss_cls": 0.2889569434337318, "loss_mask": 0.30153666995465755, "loss_rpn_cls": 0.06192053109407425, "loss_rpn_loc": 0.07178440521238372, "loss_sem_seg": 0.45487250480800867, "lr": 0.02, "mask_rcnn/accuracy": 0.8698276935384746, "mask_rcnn/false_negative": 0.10368238720852206, "mask_rcnn/false_positive": 0.14427979533906116, "roi_head/num_bg_samples": 456.25, "roi_head/num_fg_samples": 55.75, "rpn/num_neg_anchors": 240.75, "rpn/num_pos_anchors": 15.25, "time": 0.5733665295001629, "total_loss": 1.4604294835589826} {"data_time": 0.012700581500212138, "eta_seconds": 144263.92396469263, "fast_rcnn/cls_accuracy": 0.9140625, "fast_rcnn/false_negative": 0.5598447424135498, "fast_rcnn/fg_cls_accuracy": 0.37000108968072354, "iteration": 14319, "loss_box_reg": 0.28180183563381433, "loss_cls": 0.27536819223314524, "loss_mask": 0.30760082695633173, "loss_rpn_cls": 0.06569095829036087, "loss_rpn_loc": 0.08968822017777711, "loss_sem_seg": 0.42449318151921034, "lr": 0.02, "mask_rcnn/accuracy": 0.8655862390493538, "mask_rcnn/false_negative": 0.09878224762158545, "mask_rcnn/false_positive": 0.15230318311054164, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5693096995000815, "total_loss": 1.4170962499920279} {"data_time": 0.012619838500540936, "eta_seconds": 144215.90309918296, "fast_rcnn/cls_accuracy": 0.9072265625, "fast_rcnn/false_negative": 0.5298913043478262, "fast_rcnn/fg_cls_accuracy": 0.439515782231014, "iteration": 14339, "loss_box_reg": 0.2745614154264331, "loss_cls": 0.28129411954432726, "loss_mask": 0.30584434419870377, "loss_rpn_cls": 0.06156780832679942, "loss_rpn_loc": 0.09760312020080164, "loss_sem_seg": 0.415322357788682, "lr": 0.02, "mask_rcnn/accuracy": 0.8517896370954332, "mask_rcnn/false_negative": 0.11922950451571049, "mask_rcnn/false_positive": 0.17775200645728415, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.5583834449998903, "total_loss": 1.4417359720973764} {"data_time": 0.012020961000416719, "eta_seconds": 144188.94807031675, "fast_rcnn/cls_accuracy": 0.912109375, "fast_rcnn/false_negative": 0.5492717876438806, "fast_rcnn/fg_cls_accuracy": 0.3999888193202147, "iteration": 14359, "loss_box_reg": 0.29094286169856787, "loss_cls": 0.2872458635829389, "loss_mask": 0.3053622217848897, "loss_rpn_cls": 0.06468708592001349, "loss_rpn_loc": 0.08475749602075666, "loss_sem_seg": 0.4368045888841152, "lr": 0.02, "mask_rcnn/accuracy": 0.85575071315472, "mask_rcnn/false_negative": 0.11385716223879036, "mask_rcnn/false_positive": 0.15418724139921933, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5799839454994071, "total_loss": 1.4826339598512277} {"data_time": 0.012517649999608693, "eta_seconds": 144230.06992220265, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.51552097537499, "fast_rcnn/fg_cls_accuracy": 0.4273702330508474, "iteration": 14379, "loss_box_reg": 0.2664130348712206, "loss_cls": 0.2737848926335573, "loss_mask": 0.3029972920194268, "loss_rpn_cls": 0.06082648169831373, "loss_rpn_loc": 0.09539528773166239, "loss_sem_seg": 0.4709573769941926, "lr": 0.02, "mask_rcnn/accuracy": 0.8693261596754045, "mask_rcnn/false_negative": 0.10945729901745316, "mask_rcnn/false_positive": 0.15070004176557505, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5662279660000422, "total_loss": 1.463265563477762} {"data_time": 0.01307240450023528, "eta_seconds": 144182.05767815298, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.4016095248594421, "fast_rcnn/fg_cls_accuracy": 0.5863254392666157, "iteration": 14399, "loss_box_reg": 0.25592977926135063, "loss_cls": 0.2697224277071655, "loss_mask": 0.29409877583384514, "loss_rpn_cls": 0.05906995024997741, "loss_rpn_loc": 0.08106193621642888, "loss_sem_seg": 0.4644616171717644, "lr": 0.02, "mask_rcnn/accuracy": 0.8698104892998866, "mask_rcnn/false_negative": 0.10418512588647372, "mask_rcnn/false_positive": 0.1572354810815036, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.5628746245001821, "total_loss": 1.448358436464332} {"data_time": 0.011833061499601172, "eta_seconds": 144240.85106993132, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.41754018169112506, "fast_rcnn/fg_cls_accuracy": 0.3943469785575049, "iteration": 14419, "loss_box_reg": 0.26765945088118315, "loss_cls": 0.2769193653948605, "loss_mask": 0.29970022942870855, "loss_rpn_cls": 0.061928369803354144, "loss_rpn_loc": 0.09805296326521784, "loss_sem_seg": 0.4151097983121872, "lr": 0.02, "mask_rcnn/accuracy": 0.8698967431252163, "mask_rcnn/false_negative": 0.10808387270857034, "mask_rcnn/false_positive": 0.1461355483230527, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5648240245000125, "total_loss": 1.4504376527911518} {"data_time": 0.013409520999630331, "eta_seconds": 144242.72108169552, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.5215247157113019, "fast_rcnn/fg_cls_accuracy": 0.43513323983169705, "iteration": 14439, "loss_box_reg": 0.27572146989405155, "loss_cls": 0.30274568451568484, "loss_mask": 0.31411354430019855, "loss_rpn_cls": 0.06063154380535707, "loss_rpn_loc": 0.08142022480024025, "loss_sem_seg": 0.4387287860736251, "lr": 0.02, "mask_rcnn/accuracy": 0.8577470421621887, "mask_rcnn/false_negative": 0.1370439897254097, "mask_rcnn/false_positive": 0.1384021007976005, "roi_head/num_bg_samples": 459.0, "roi_head/num_fg_samples": 53.0, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5718787994992454, "total_loss": 1.5023836083419155} {"data_time": 0.013052162000349199, "eta_seconds": 144206.9252295492, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.5007487271638215, "fast_rcnn/fg_cls_accuracy": 0.4382513661202186, "iteration": 14459, "loss_box_reg": 0.27301376732066274, "loss_cls": 0.298304773401469, "loss_mask": 0.29240595269948244, "loss_rpn_cls": 0.05116708192508668, "loss_rpn_loc": 0.06833811252727173, "loss_sem_seg": 0.43803428718820214, "lr": 0.02, "mask_rcnn/accuracy": 0.8704282447210949, "mask_rcnn/false_negative": 0.11626964268833959, "mask_rcnn/false_positive": 0.14003060571867515, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.5588623470002858, "total_loss": 1.4874093293910846} {"data_time": 0.01302577700062102, "eta_seconds": 144218.41596940538, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.3772231784279977, "fast_rcnn/fg_cls_accuracy": 0.5563357993432765, "iteration": 14479, "loss_box_reg": 0.25962519412860274, "loss_cls": 0.2802893789485097, "loss_mask": 0.2868267288431525, "loss_rpn_cls": 0.0650359186111018, "loss_rpn_loc": 0.08123952583991922, "loss_sem_seg": 0.45921915490180254, "lr": 0.02, "mask_rcnn/accuracy": 0.8778328665399501, "mask_rcnn/false_negative": 0.10062935158959879, "mask_rcnn/false_positive": 0.14280797111373827, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5701228974985497, "total_loss": 1.4395328108075773} {"data_time": 0.013377305500398506, "eta_seconds": 144192.57316991163, "fast_rcnn/cls_accuracy": 0.8828125, "fast_rcnn/false_negative": 0.5511904761904762, "fast_rcnn/fg_cls_accuracy": 0.40704569236135335, "iteration": 14499, "loss_box_reg": 0.2772625582292676, "loss_cls": 0.2958263587206602, "loss_mask": 0.322683734819293, "loss_rpn_cls": 0.06408408522838727, "loss_rpn_loc": 0.08011717349290848, "loss_sem_seg": 0.43726713489741087, "lr": 0.02, "mask_rcnn/accuracy": 0.8350112868028393, "mask_rcnn/false_negative": 0.14616093719013856, "mask_rcnn/false_positive": 0.1832837006539715, "roi_head/num_bg_samples": 426.0, "roi_head/num_fg_samples": 86.0, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.5587583255010031, "total_loss": 1.4840867491438985} {"data_time": 0.01290824549869285, "eta_seconds": 144292.51463149773, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.5634920634920635, "fast_rcnn/fg_cls_accuracy": 0.3618647717484927, "iteration": 14519, "loss_box_reg": 0.2888804106041789, "loss_cls": 0.30111488699913025, "loss_mask": 0.3116325279697776, "loss_rpn_cls": 0.05797108507249504, "loss_rpn_loc": 0.08337663568090647, "loss_sem_seg": 0.46667969692498446, "lr": 0.02, "mask_rcnn/accuracy": 0.8722015388947787, "mask_rcnn/false_negative": 0.10825760227250075, "mask_rcnn/false_positive": 0.13748419903687925, "roi_head/num_bg_samples": 468.5, "roi_head/num_fg_samples": 43.5, "rpn/num_neg_anchors": 237.25, "rpn/num_pos_anchors": 18.75, "time": 0.5705841675007832, "total_loss": 1.4990016970259603} {"data_time": 0.013308619999406801, "eta_seconds": 144354.32862336125, "fast_rcnn/cls_accuracy": 0.89697265625, "fast_rcnn/false_negative": 0.49163832199546487, "fast_rcnn/fg_cls_accuracy": 0.47392290249433106, "iteration": 14539, "loss_box_reg": 0.2691539004445076, "loss_cls": 0.2729221014305949, "loss_mask": 0.2994762668386102, "loss_rpn_cls": 0.05626524443505332, "loss_rpn_loc": 0.0768555952818133, "loss_sem_seg": 0.45591423753648996, "lr": 0.02, "mask_rcnn/accuracy": 0.8654386559311225, "mask_rcnn/false_negative": 0.11874654870225271, "mask_rcnn/false_positive": 0.13006137347641059, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.5684959305008306, "total_loss": 1.5056390690733679} {"data_time": 0.012966324999979406, "eta_seconds": 144222.63537666516, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.5266169585573088, "fast_rcnn/fg_cls_accuracy": 0.456232364127101, "iteration": 14559, "loss_box_reg": 0.2717014020308852, "loss_cls": 0.2827871469780803, "loss_mask": 0.3041789773851633, "loss_rpn_cls": 0.0674284094129689, "loss_rpn_loc": 0.0892574533354491, "loss_sem_seg": 0.4218682396458462, "lr": 0.02, "mask_rcnn/accuracy": 0.873395485996391, "mask_rcnn/false_negative": 0.11410216722729005, "mask_rcnn/false_positive": 0.1623945390109529, "roi_head/num_bg_samples": 462.25, "roi_head/num_fg_samples": 49.75, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5531884980009636, "total_loss": 1.4235045670648105} {"data_time": 0.012030963499455538, "eta_seconds": 144294.8879591655, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.46228786926461346, "fast_rcnn/fg_cls_accuracy": 0.5069444444444444, "iteration": 14579, "loss_box_reg": 0.27840998815372586, "loss_cls": 0.28476584050804377, "loss_mask": 0.3082939675077796, "loss_rpn_cls": 0.07564751664176583, "loss_rpn_loc": 0.0889227136503905, "loss_sem_seg": 0.42924344213679433, "lr": 0.02, "mask_rcnn/accuracy": 0.8797231023144645, "mask_rcnn/false_negative": 0.1048670285655226, "mask_rcnn/false_positive": 0.12356852613579039, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.571157853000841, "total_loss": 1.51681652670959} {"data_time": 0.01292939199902321, "eta_seconds": 144292.57450172756, "fast_rcnn/cls_accuracy": 0.90478515625, "fast_rcnn/false_negative": 0.48556910569105693, "fast_rcnn/fg_cls_accuracy": 0.46203830369357046, "iteration": 14599, "loss_box_reg": 0.2731817397288978, "loss_cls": 0.28593024984002113, "loss_mask": 0.3158956626430154, "loss_rpn_cls": 0.0637334770290181, "loss_rpn_loc": 0.09376142537803389, "loss_sem_seg": 0.39643937535583973, "lr": 0.02, "mask_rcnn/accuracy": 0.8577021635721958, "mask_rcnn/false_negative": 0.12896296466898655, "mask_rcnn/false_positive": 0.16346979782009585, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5670134240008338, "total_loss": 1.4668451771722175} {"data_time": 0.01276388549922558, "eta_seconds": 144236.03586609775, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.46156481227733626, "fast_rcnn/fg_cls_accuracy": 0.49528301886792453, "iteration": 14619, "loss_box_reg": 0.26075387303717434, "loss_cls": 0.2786088054999709, "loss_mask": 0.3087009349837899, "loss_rpn_cls": 0.06123597361147404, "loss_rpn_loc": 0.08111838123295456, "loss_sem_seg": 0.43093013297766447, "lr": 0.02, "mask_rcnn/accuracy": 0.8701652666080301, "mask_rcnn/false_negative": 0.11619873032339431, "mask_rcnn/false_positive": 0.15765186666109343, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5484436629994889, "total_loss": 1.4627373043331318} {"data_time": 0.011477891500362603, "eta_seconds": 144269.97590978758, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.4472939311594203, "fast_rcnn/fg_cls_accuracy": 0.406140350877193, "iteration": 14639, "loss_box_reg": 0.2664722125045955, "loss_cls": 0.26874674716964364, "loss_mask": 0.3018270852044225, "loss_rpn_cls": 0.0680503390613012, "loss_rpn_loc": 0.08301201247377321, "loss_sem_seg": 0.44405910838395357, "lr": 0.02, "mask_rcnn/accuracy": 0.8627738467095897, "mask_rcnn/false_negative": 0.11218301017954699, "mask_rcnn/false_positive": 0.1619898028540792, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5624073440003485, "total_loss": 1.4259285239968449} {"data_time": 0.01196666150008241, "eta_seconds": 144258.67661381757, "fast_rcnn/cls_accuracy": 0.91259765625, "fast_rcnn/false_negative": 0.502808988764045, "fast_rcnn/fg_cls_accuracy": 0.4337431693989071, "iteration": 14659, "loss_box_reg": 0.26425300957635045, "loss_cls": 0.27579597057774663, "loss_mask": 0.3082423936575651, "loss_rpn_cls": 0.06295069481711835, "loss_rpn_loc": 0.09059262310620397, "loss_sem_seg": 0.42264739237725735, "lr": 0.02, "mask_rcnn/accuracy": 0.859554668487651, "mask_rcnn/false_negative": 0.11713762141088845, "mask_rcnn/false_positive": 0.16308021593787636, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5672717070001454, "total_loss": 1.383552592014894} {"data_time": 0.012721914000394463, "eta_seconds": 144214.2426520358, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.3785014005602241, "fast_rcnn/fg_cls_accuracy": 0.5400367905643024, "iteration": 14679, "loss_box_reg": 0.2726198909804225, "loss_cls": 0.2794644176028669, "loss_mask": 0.2995244786143303, "loss_rpn_cls": 0.0669250130886212, "loss_rpn_loc": 0.10241384815890342, "loss_sem_seg": 0.45651529473252594, "lr": 0.02, "mask_rcnn/accuracy": 0.861138327969269, "mask_rcnn/false_negative": 0.11178048035602556, "mask_rcnn/false_positive": 0.15272879575354076, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.5584384674993998, "total_loss": 1.5171018916589674} {"data_time": 0.012473677499656333, "eta_seconds": 144143.59102218514, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.5255681818181819, "fast_rcnn/fg_cls_accuracy": 0.4309809456598448, "iteration": 14699, "loss_box_reg": 0.26520074158906937, "loss_cls": 0.2986737620085478, "loss_mask": 0.2915103808045387, "loss_rpn_cls": 0.05832565948367119, "loss_rpn_loc": 0.07921937052742578, "loss_sem_seg": 0.44616617541760206, "lr": 0.02, "mask_rcnn/accuracy": 0.8698373355067601, "mask_rcnn/false_negative": 0.11095767371997259, "mask_rcnn/false_positive": 0.15522392150831438, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5657963740004561, "total_loss": 1.490510806441307} {"data_time": 0.012618899500012049, "eta_seconds": 144103.5401628921, "fast_rcnn/cls_accuracy": 0.90771484375, "fast_rcnn/false_negative": 0.49528301886792453, "fast_rcnn/fg_cls_accuracy": 0.4656148340923878, "iteration": 14719, "loss_box_reg": 0.2773795067332685, "loss_cls": 0.2821521256119013, "loss_mask": 0.3123200573027134, "loss_rpn_cls": 0.06702220457373187, "loss_rpn_loc": 0.08722242969088256, "loss_sem_seg": 0.43381787836551666, "lr": 0.02, "mask_rcnn/accuracy": 0.8637768742372549, "mask_rcnn/false_negative": 0.09743513314937742, "mask_rcnn/false_positive": 0.1619147617662167, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.5615380494991769, "total_loss": 1.4425503112724982} {"data_time": 0.012581729000885389, "eta_seconds": 144035.75714966914, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.40399972143553553, "fast_rcnn/fg_cls_accuracy": 0.5451933701657459, "iteration": 14739, "loss_box_reg": 0.26297298166900873, "loss_cls": 0.2762003387324512, "loss_mask": 0.304220337420702, "loss_rpn_cls": 0.06685228319838643, "loss_rpn_loc": 0.08467745539383031, "loss_sem_seg": 0.4263980854302645, "lr": 0.02, "mask_rcnn/accuracy": 0.8642162066281842, "mask_rcnn/false_negative": 0.10409738827545909, "mask_rcnn/false_positive": 0.15623400010096022, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5635892899999817, "total_loss": 1.4439149470999837} {"data_time": 0.013263039999401371, "eta_seconds": 144090.371303568, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.46239737274220033, "fast_rcnn/fg_cls_accuracy": 0.44013745704467355, "iteration": 14759, "loss_box_reg": 0.25862804474309087, "loss_cls": 0.2706673890352249, "loss_mask": 0.3019307376816869, "loss_rpn_cls": 0.07330746040679514, "loss_rpn_loc": 0.08674153068568558, "loss_sem_seg": 0.460081716068089, "lr": 0.02, "mask_rcnn/accuracy": 0.8690698168074299, "mask_rcnn/false_negative": 0.10251654583009742, "mask_rcnn/false_positive": 0.1594392041028726, "roi_head/num_bg_samples": 458.25, "roi_head/num_fg_samples": 53.75, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.5761988525000561, "total_loss": 1.4773552356055006} {"data_time": 0.01222345550013415, "eta_seconds": 144079.080768638, "fast_rcnn/cls_accuracy": 0.9013671875, "fast_rcnn/false_negative": 0.5462498304624983, "fast_rcnn/fg_cls_accuracy": 0.45172277227722774, "iteration": 14779, "loss_box_reg": 0.2836584886536002, "loss_cls": 0.2697613330092281, "loss_mask": 0.30590857518836856, "loss_rpn_cls": 0.07635612256126478, "loss_rpn_loc": 0.0911342476028949, "loss_sem_seg": 0.4555797637440264, "lr": 0.02, "mask_rcnn/accuracy": 0.8604120191486637, "mask_rcnn/false_negative": 0.13923564575417507, "mask_rcnn/false_positive": 0.16160482375338886, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5724020870002278, "total_loss": 1.4551961407414638} {"data_time": 0.014079057498747716, "eta_seconds": 144067.790233708, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.46771396865029824, "fast_rcnn/fg_cls_accuracy": 0.4847257383966245, "iteration": 14799, "loss_box_reg": 0.2845425480045378, "loss_cls": 0.28279134817421436, "loss_mask": 0.3026305064558983, "loss_rpn_cls": 0.06598835089243948, "loss_rpn_loc": 0.09040270769037306, "loss_sem_seg": 0.4214161513373256, "lr": 0.02, "mask_rcnn/accuracy": 0.8649468455516494, "mask_rcnn/false_negative": 0.11383051641199478, "mask_rcnn/false_positive": 0.1469754211199215, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5696412200004488, "total_loss": 1.3906610858102795} {"data_time": 0.011890921499798424, "eta_seconds": 144105.29324041685, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.4256678281068525, "fast_rcnn/fg_cls_accuracy": 0.5295350609756098, "iteration": 14819, "loss_box_reg": 0.26224283617921174, "loss_cls": 0.2710411036387086, "loss_mask": 0.2997398618608713, "loss_rpn_cls": 0.06371483362454455, "loss_rpn_loc": 0.10691670316737145, "loss_sem_seg": 0.4032380171120167, "lr": 0.02, "mask_rcnn/accuracy": 0.864975233163628, "mask_rcnn/false_negative": 0.0995044737449656, "mask_rcnn/false_positive": 0.16911363579490643, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5759878984999887, "total_loss": 1.427232260350138} {"data_time": 0.012964146500053175, "eta_seconds": 144093.99888125685, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.4247088034468909, "fast_rcnn/fg_cls_accuracy": 0.5056089743589743, "iteration": 14839, "loss_box_reg": 0.2525187120772898, "loss_cls": 0.2721848792862147, "loss_mask": 0.295064365491271, "loss_rpn_cls": 0.056759988190606236, "loss_rpn_loc": 0.07844954135362059, "loss_sem_seg": 0.44947715336456895, "lr": 0.02, "mask_rcnn/accuracy": 0.8831747121925693, "mask_rcnn/false_negative": 0.09685932819058046, "mask_rcnn/false_positive": 0.13677529057506738, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5625305245002892, "total_loss": 1.4079136285727145} {"data_time": 0.012763609500325401, "eta_seconds": 144164.25753638364, "fast_rcnn/cls_accuracy": 0.908203125, "fast_rcnn/false_negative": 0.48086864895123316, "fast_rcnn/fg_cls_accuracy": 0.4608179209183674, "iteration": 14859, "loss_box_reg": 0.26838039932772517, "loss_cls": 0.2957851612009108, "loss_mask": 0.3094721408560872, "loss_rpn_cls": 0.0635771380038932, "loss_rpn_loc": 0.10835322600905783, "loss_sem_seg": 0.40507526975125074, "lr": 0.02, "mask_rcnn/accuracy": 0.8566148852870475, "mask_rcnn/false_negative": 0.11969170581964239, "mask_rcnn/false_positive": 0.1512753789854842, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.5683130910001637, "total_loss": 1.456199642678257} {"data_time": 0.013376248499298526, "eta_seconds": 144128.03184513887, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.4263157894736842, "fast_rcnn/fg_cls_accuracy": 0.5133333333333333, "iteration": 14879, "loss_box_reg": 0.24109693337231874, "loss_cls": 0.26380802784115076, "loss_mask": 0.292274353094399, "loss_rpn_cls": 0.05662010394735262, "loss_rpn_loc": 0.08488971157930791, "loss_sem_seg": 0.44682737439870834, "lr": 0.02, "mask_rcnn/accuracy": 0.8809358783944845, "mask_rcnn/false_negative": 0.11360547796827716, "mask_rcnn/false_positive": 0.13893707107286574, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5498146510008155, "total_loss": 1.397214628988877} {"data_time": 0.012029109499053448, "eta_seconds": 144116.73304716888, "fast_rcnn/cls_accuracy": 0.9130859375, "fast_rcnn/false_negative": 0.4837495723571673, "fast_rcnn/fg_cls_accuracy": 0.49736842105263157, "iteration": 14899, "loss_box_reg": 0.28410754818469286, "loss_cls": 0.2886985018849373, "loss_mask": 0.30865736585110426, "loss_rpn_cls": 0.06602883443702012, "loss_rpn_loc": 0.07870322623057291, "loss_sem_seg": 0.43509732419624925, "lr": 0.02, "mask_rcnn/accuracy": 0.8825993526907165, "mask_rcnn/false_negative": 0.1065176370201612, "mask_rcnn/false_positive": 0.15394459790976053, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5669670395009234, "total_loss": 1.4811201611883007} {"data_time": 0.014131230999737454, "eta_seconds": 144239.9033869826, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.5260661324491112, "fast_rcnn/fg_cls_accuracy": 0.41920374707259955, "iteration": 14919, "loss_box_reg": 0.27199586434289813, "loss_cls": 0.2771551525220275, "loss_mask": 0.305788385681808, "loss_rpn_cls": 0.0702794271055609, "loss_rpn_loc": 0.08598674554377794, "loss_sem_seg": 0.42091713938862085, "lr": 0.02, "mask_rcnn/accuracy": 0.8507835386472583, "mask_rcnn/false_negative": 0.12172846396536825, "mask_rcnn/false_positive": 0.15989629887596232, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.5738836179998543, "total_loss": 1.438102017127676} {"data_time": 0.012089595500583528, "eta_seconds": 144283.88272595825, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.44819819819819817, "fast_rcnn/fg_cls_accuracy": 0.5014252533783784, "iteration": 14939, "loss_box_reg": 0.28751886589452624, "loss_cls": 0.2914139088243246, "loss_mask": 0.30102259758859873, "loss_rpn_cls": 0.06479339709039778, "loss_rpn_loc": 0.09046483953716233, "loss_sem_seg": 0.4283371027559042, "lr": 0.02, "mask_rcnn/accuracy": 0.8754625247534911, "mask_rcnn/false_negative": 0.10619762299193969, "mask_rcnn/false_positive": 0.1523300178045942, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5838237090001712, "total_loss": 1.470912069780752} {"data_time": 0.01244807349939947, "eta_seconds": 144299.05212448142, "fast_rcnn/cls_accuracy": 0.9052734375, "fast_rcnn/false_negative": 0.45331384015594545, "fast_rcnn/fg_cls_accuracy": 0.5148207056101793, "iteration": 14959, "loss_box_reg": 0.2778683975338936, "loss_cls": 0.2961436533369124, "loss_mask": 0.2980199744924903, "loss_rpn_cls": 0.0642764606163837, "loss_rpn_loc": 0.08754298223357182, "loss_sem_seg": 0.413476359564811, "lr": 0.02, "mask_rcnn/accuracy": 0.8715045867911362, "mask_rcnn/false_negative": 0.11273606248802057, "mask_rcnn/false_positive": 0.16102171112466734, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 201.75, "rpn/num_pos_anchors": 54.25, "time": 0.5626323420001427, "total_loss": 1.4350350192398764} {"data_time": 0.012776803000633663, "eta_seconds": 144287.7363711614, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.47200520833333337, "fast_rcnn/fg_cls_accuracy": 0.5040709713855422, "iteration": 14979, "loss_box_reg": 0.2705455170944333, "loss_cls": 0.2691406493540853, "loss_mask": 0.2997008776292205, "loss_rpn_cls": 0.057676466240081936, "loss_rpn_loc": 0.09179362759459764, "loss_sem_seg": 0.42724716011434793, "lr": 0.02, "mask_rcnn/accuracy": 0.8662814103520136, "mask_rcnn/false_negative": 0.10978995611883169, "mask_rcnn/false_positive": 0.1598580225662024, "roi_head/num_bg_samples": 464.5, "roi_head/num_fg_samples": 47.5, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.55861932300013, "total_loss": 1.4402206225786358} {"data_time": 0.013268017500195128, "eta_seconds": 144316.07276331712, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.443326859045505, "fast_rcnn/fg_cls_accuracy": 0.4799768964189449, "iteration": 14999, "loss_box_reg": 0.28932102699764073, "loss_cls": 0.2771471422165632, "loss_mask": 0.30969617143273354, "loss_rpn_cls": 0.0723330489709042, "loss_rpn_loc": 0.09739635640289634, "loss_sem_seg": 0.42278220411390066, "lr": 0.02, "mask_rcnn/accuracy": 0.8624454695883267, "mask_rcnn/false_negative": 0.12757929090548442, "mask_rcnn/false_positive": 0.147207575173313, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5715208775000065, "total_loss": 1.4833361968048848} {"data_time": 0.012865138000051957, "eta_seconds": 144217.36132952623, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.46858182563682027, "fast_rcnn/fg_cls_accuracy": 0.5014377653019307, "iteration": 15019, "loss_box_reg": 0.2576358213555068, "loss_cls": 0.2544176795054227, "loss_mask": 0.2872936502099037, "loss_rpn_cls": 0.05347438162425533, "loss_rpn_loc": 0.07482399418950081, "loss_sem_seg": 0.3988833609037101, "lr": 0.02, "mask_rcnn/accuracy": 0.8760096408693347, "mask_rcnn/false_negative": 0.10238993026284847, "mask_rcnn/false_positive": 0.11865416806269596, "roi_head/num_bg_samples": 459.25, "roi_head/num_fg_samples": 52.75, "rpn/num_neg_anchors": 234.25, "rpn/num_pos_anchors": 21.75, "time": 0.5490622444995097, "total_loss": 1.3189992872066796} {"data_time": 0.012929280000207655, "eta_seconds": 144181.89036405133, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.5130114017437961, "fast_rcnn/fg_cls_accuracy": 0.4524636058230683, "iteration": 15039, "loss_box_reg": 0.27157208416610956, "loss_cls": 0.2761244038119912, "loss_mask": 0.3134997459128499, "loss_rpn_cls": 0.05777149909408763, "loss_rpn_loc": 0.07815275655593723, "loss_sem_seg": 0.4575121778761968, "lr": 0.02, "mask_rcnn/accuracy": 0.8486027218433346, "mask_rcnn/false_negative": 0.12281875078088547, "mask_rcnn/false_positive": 0.18431238533900987, "roi_head/num_bg_samples": 458.25, "roi_head/num_fg_samples": 53.75, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5562739039996814, "total_loss": 1.4491816073132213} {"data_time": 0.011683176499900583, "eta_seconds": 144144.71801603906, "fast_rcnn/cls_accuracy": 0.9052734375, "fast_rcnn/false_negative": 0.4852941176470588, "fast_rcnn/fg_cls_accuracy": 0.43308823529411766, "iteration": 15059, "loss_box_reg": 0.25233819615095854, "loss_cls": 0.26150099700316787, "loss_mask": 0.3010653629899025, "loss_rpn_cls": 0.0674142095958814, "loss_rpn_loc": 0.08601498100324534, "loss_sem_seg": 0.4274434221442789, "lr": 0.02, "mask_rcnn/accuracy": 0.8514857909947195, "mask_rcnn/false_negative": 0.11239272093525687, "mask_rcnn/false_positive": 0.16464648157743472, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 208.25, "rpn/num_pos_anchors": 47.75, "time": 0.5533623485007411, "total_loss": 1.4105576223228127} {"data_time": 0.012680896999881952, "eta_seconds": 144149.42865722257, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.4376566669362012, "fast_rcnn/fg_cls_accuracy": 0.5183080808080808, "iteration": 15079, "loss_box_reg": 0.2480238233692944, "loss_cls": 0.2705834424123168, "loss_mask": 0.3071999792009592, "loss_rpn_cls": 0.064074250345584, "loss_rpn_loc": 0.08206281074672006, "loss_sem_seg": 0.41462775971740484, "lr": 0.02, "mask_rcnn/accuracy": 0.881532223169927, "mask_rcnn/false_negative": 0.09839057968135295, "mask_rcnn/false_positive": 0.1337887379280582, "roi_head/num_bg_samples": 463.5, "roi_head/num_fg_samples": 48.5, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5687622025006931, "total_loss": 1.4479518144507892} {"data_time": 0.01263490300061676, "eta_seconds": 144003.74506746893, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.43291722896986057, "fast_rcnn/fg_cls_accuracy": 0.5253896430367019, "iteration": 15099, "loss_box_reg": 0.25996772618964314, "loss_cls": 0.2815742176026106, "loss_mask": 0.3028684947639704, "loss_rpn_cls": 0.05783264950150624, "loss_rpn_loc": 0.0890642256999854, "loss_sem_seg": 0.4230357175692916, "lr": 0.02, "mask_rcnn/accuracy": 0.8749522707357421, "mask_rcnn/false_negative": 0.10322453614039181, "mask_rcnn/false_positive": 0.13497071457430185, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5571882330004883, "total_loss": 1.4463296547764912} {"data_time": 0.012869963000412099, "eta_seconds": 143935.87785301683, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.4877551020408163, "fast_rcnn/fg_cls_accuracy": 0.3794186046511628, "iteration": 15119, "loss_box_reg": 0.26409129053354263, "loss_cls": 0.2740284730680287, "loss_mask": 0.30237587448209524, "loss_rpn_cls": 0.06746893294621259, "loss_rpn_loc": 0.08548658306244761, "loss_sem_seg": 0.4234581096097827, "lr": 0.02, "mask_rcnn/accuracy": 0.8727801494747559, "mask_rcnn/false_negative": 0.10289485131462195, "mask_rcnn/false_positive": 0.14758088942521186, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.558590544499566, "total_loss": 1.440100093750516} {"data_time": 0.012386033000439056, "eta_seconds": 143895.16590810506, "fast_rcnn/cls_accuracy": 0.9130859375, "fast_rcnn/false_negative": 0.41228070175438597, "fast_rcnn/fg_cls_accuracy": 0.5695175438596491, "iteration": 15139, "loss_box_reg": 0.2407324966043234, "loss_cls": 0.2507845596410334, "loss_mask": 0.29634859692305326, "loss_rpn_cls": 0.06236402364447713, "loss_rpn_loc": 0.08738813956733793, "loss_sem_seg": 0.42443394754081964, "lr": 0.02, "mask_rcnn/accuracy": 0.8702552052745558, "mask_rcnn/false_negative": 0.09553313448668904, "mask_rcnn/false_positive": 0.16330409202297128, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5675349535003988, "total_loss": 1.3662070442805998} {"data_time": 0.011896221998540568, "eta_seconds": 144025.8953454071, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.5275969221663214, "fast_rcnn/fg_cls_accuracy": 0.4488833746898263, "iteration": 15159, "loss_box_reg": 0.276524362154305, "loss_cls": 0.26430540916044265, "loss_mask": 0.3007979756221175, "loss_rpn_cls": 0.0683169704861939, "loss_rpn_loc": 0.10467802092898637, "loss_sem_seg": 0.4092093361541629, "lr": 0.02, "mask_rcnn/accuracy": 0.8505443727280533, "mask_rcnn/false_negative": 0.1209800879800296, "mask_rcnn/false_positive": 0.17506839979401398, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5647157424991747, "total_loss": 1.4407674728427082} {"data_time": 0.012611590000233264, "eta_seconds": 144050.77329085447, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.3907314856883235, "fast_rcnn/fg_cls_accuracy": 0.47359340379935344, "iteration": 15179, "loss_box_reg": 0.24214515462517738, "loss_cls": 0.26268619764596224, "loss_mask": 0.29655303666368127, "loss_rpn_cls": 0.05612613831181079, "loss_rpn_loc": 0.07254650417598896, "loss_sem_seg": 0.4474588488228619, "lr": 0.02, "mask_rcnn/accuracy": 0.8759476501868353, "mask_rcnn/false_negative": 0.10633935685048145, "mask_rcnn/false_positive": 0.13332842229209466, "roi_head/num_bg_samples": 468.0, "roi_head/num_fg_samples": 44.0, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.566249257999516, "total_loss": 1.3652775325463153} {"data_time": 0.012411083499500819, "eta_seconds": 144065.56142481894, "fast_rcnn/cls_accuracy": 0.89599609375, "fast_rcnn/false_negative": 0.48443508514924005, "fast_rcnn/fg_cls_accuracy": 0.4460589333549801, "iteration": 15199, "loss_box_reg": 0.2701690518297255, "loss_cls": 0.28134849201887846, "loss_mask": 0.30888977739959955, "loss_rpn_cls": 0.06196574613568373, "loss_rpn_loc": 0.08447992440778762, "loss_sem_seg": 0.42070266464725137, "lr": 0.02, "mask_rcnn/accuracy": 0.8685339591501625, "mask_rcnn/false_negative": 0.11171103954365308, "mask_rcnn/false_positive": 0.16415046734567684, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5692109144993083, "total_loss": 1.4550552789587528} {"data_time": 0.011938078499952098, "eta_seconds": 144049.28039734246, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.5501436781609195, "fast_rcnn/fg_cls_accuracy": 0.3488082340195017, "iteration": 15219, "loss_box_reg": 0.27771040983498096, "loss_cls": 0.2830209410749376, "loss_mask": 0.29426295682787895, "loss_rpn_cls": 0.0647444655187428, "loss_rpn_loc": 0.08402282660244964, "loss_sem_seg": 0.4286429542116821, "lr": 0.02, "mask_rcnn/accuracy": 0.8671684010333052, "mask_rcnn/false_negative": 0.11135950060703663, "mask_rcnn/false_positive": 0.1687771147909053, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5687666059993717, "total_loss": 1.4415470528183505} {"data_time": 0.012614132999260619, "eta_seconds": 144016.8551820744, "fast_rcnn/cls_accuracy": 0.9052734375, "fast_rcnn/false_negative": 0.4259707937763713, "fast_rcnn/fg_cls_accuracy": 0.453960029607698, "iteration": 15239, "loss_box_reg": 0.2718112817965448, "loss_cls": 0.2913034977391362, "loss_mask": 0.30902094300836325, "loss_rpn_cls": 0.07877553533762693, "loss_rpn_loc": 0.09941238351166248, "loss_sem_seg": 0.4142577387392521, "lr": 0.02, "mask_rcnn/accuracy": 0.8556277071506302, "mask_rcnn/false_negative": 0.11717954472238176, "mask_rcnn/false_positive": 0.1933519827062169, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.577157077499578, "total_loss": 1.4423835570341907} {"data_time": 0.012957288499819697, "eta_seconds": 144086.01864291457, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.44099616858237545, "fast_rcnn/fg_cls_accuracy": 0.510727969348659, "iteration": 15259, "loss_box_reg": 0.2800458003766835, "loss_cls": 0.2803027299232781, "loss_mask": 0.30619229283183813, "loss_rpn_cls": 0.07037285168189555, "loss_rpn_loc": 0.11082490815897472, "loss_sem_seg": 0.4179264772683382, "lr": 0.02, "mask_rcnn/accuracy": 0.8730395912565079, "mask_rcnn/false_negative": 0.10276410760104965, "mask_rcnn/false_positive": 0.15202271916856744, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.5687925899992479, "total_loss": 1.5200061766663566} {"data_time": 0.013214216999585915, "eta_seconds": 144094.3986422423, "fast_rcnn/cls_accuracy": 0.904296875, "fast_rcnn/false_negative": 0.4661005341734009, "fast_rcnn/fg_cls_accuracy": 0.5338994658265991, "iteration": 15279, "loss_box_reg": 0.2567657586187124, "loss_cls": 0.25063104555010796, "loss_mask": 0.3014453249052167, "loss_rpn_cls": 0.06743501406162977, "loss_rpn_loc": 0.09446659678360447, "loss_sem_seg": 0.40740228444337845, "lr": 0.02, "mask_rcnn/accuracy": 0.8684665310510535, "mask_rcnn/false_negative": 0.10724634313176129, "mask_rcnn/false_positive": 0.14823208749929073, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.5706083654995382, "total_loss": 1.359639318776317} {"data_time": 0.013299367000399798, "eta_seconds": 144035.3213002133, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.4562454611474219, "fast_rcnn/fg_cls_accuracy": 0.5126001104667219, "iteration": 15299, "loss_box_reg": 0.25178323732689023, "loss_cls": 0.25530690141022205, "loss_mask": 0.28806256130337715, "loss_rpn_cls": 0.05488325614714995, "loss_rpn_loc": 0.07678737206151709, "loss_sem_seg": 0.4349763481877744, "lr": 0.02, "mask_rcnn/accuracy": 0.8690008769548507, "mask_rcnn/false_negative": 0.1290544433846748, "mask_rcnn/false_positive": 0.15381398211153124, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5607108154999878, "total_loss": 1.3759616255701985} {"data_time": 0.012278827499358158, "eta_seconds": 144002.61590907504, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.46433280590717296, "fast_rcnn/fg_cls_accuracy": 0.4679337383808485, "iteration": 15319, "loss_box_reg": 0.2693663239479065, "loss_cls": 0.28315287083387375, "loss_mask": 0.3045659130439162, "loss_rpn_cls": 0.06412401804118417, "loss_rpn_loc": 0.07987455721013248, "loss_sem_seg": 0.39642802416346967, "lr": 0.02, "mask_rcnn/accuracy": 0.8698027080479183, "mask_rcnn/false_negative": 0.10723514749990035, "mask_rcnn/false_positive": 0.14482717629834316, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5579709480007295, "total_loss": 1.4355742596380878} {"data_time": 0.013406799500444322, "eta_seconds": 144008.99873930565, "fast_rcnn/cls_accuracy": 0.908203125, "fast_rcnn/false_negative": 0.4451117551975921, "fast_rcnn/fg_cls_accuracy": 0.5453425884460368, "iteration": 15339, "loss_box_reg": 0.27910095639526844, "loss_cls": 0.27739213174209, "loss_mask": 0.3079509260132909, "loss_rpn_cls": 0.060321750439470634, "loss_rpn_loc": 0.08326503762509674, "loss_sem_seg": 0.42286791652441025, "lr": 0.02, "mask_rcnn/accuracy": 0.8500548265622415, "mask_rcnn/false_negative": 0.11306826262134656, "mask_rcnn/false_positive": 0.17355468369836313, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5686850979991505, "total_loss": 1.4371381765668048} {"data_time": 0.014312768000309006, "eta_seconds": 143991.09788014254, "fast_rcnn/cls_accuracy": 0.9111328125, "fast_rcnn/false_negative": 0.434765625, "fast_rcnn/fg_cls_accuracy": 0.539021164021164, "iteration": 15359, "loss_box_reg": 0.27393480902537704, "loss_cls": 0.28978673787787557, "loss_mask": 0.29264949448406696, "loss_rpn_cls": 0.061488617211580276, "loss_rpn_loc": 0.07539457845268771, "loss_sem_seg": 0.4025854617357254, "lr": 0.02, "mask_rcnn/accuracy": 0.8628585654358726, "mask_rcnn/false_negative": 0.11620667892954875, "mask_rcnn/false_positive": 0.15424011234015872, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5690660589998515, "total_loss": 1.432662792467454} {"data_time": 0.012710727500234498, "eta_seconds": 143968.69050060507, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.43080985915492953, "fast_rcnn/fg_cls_accuracy": 0.4839449541284404, "iteration": 15379, "loss_box_reg": 0.2656476399861276, "loss_cls": 0.27665171725675464, "loss_mask": 0.29344041645526886, "loss_rpn_cls": 0.05714608036214486, "loss_rpn_loc": 0.08220555723528378, "loss_sem_seg": 0.39646785939112306, "lr": 0.02, "mask_rcnn/accuracy": 0.8859142309847601, "mask_rcnn/false_negative": 0.10925474539627293, "mask_rcnn/false_positive": 0.12453506806213888, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.563184634001118, "total_loss": 1.3978885152027942} {"data_time": 0.01253235400054109, "eta_seconds": 143968.47919770252, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.4877016587139287, "fast_rcnn/fg_cls_accuracy": 0.46549019607843134, "iteration": 15399, "loss_box_reg": 0.2751218769699335, "loss_cls": 0.2826463030651212, "loss_mask": 0.2907073926180601, "loss_rpn_cls": 0.06622090481687337, "loss_rpn_loc": 0.08110305003356189, "loss_sem_seg": 0.417852483689785, "lr": 0.02, "mask_rcnn/accuracy": 0.8697736561307055, "mask_rcnn/false_negative": 0.11269471650812674, "mask_rcnn/false_positive": 0.15778381849269457, "roi_head/num_bg_samples": 457.5, "roi_head/num_fg_samples": 54.5, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5676804015001835, "total_loss": 1.4690955142723396} {"data_time": 0.012614395499440434, "eta_seconds": 143957.1698564825, "fast_rcnn/cls_accuracy": 0.908203125, "fast_rcnn/false_negative": 0.42706849054811435, "fast_rcnn/fg_cls_accuracy": 0.5451612903225806, "iteration": 15419, "loss_box_reg": 0.273477588663809, "loss_cls": 0.2904511021915823, "loss_mask": 0.2976080905646086, "loss_rpn_cls": 0.0696516367024742, "loss_rpn_loc": 0.09280694334302098, "loss_sem_seg": 0.4109744317829609, "lr": 0.02, "mask_rcnn/accuracy": 0.8782285702648607, "mask_rcnn/false_negative": 0.10630225557118156, "mask_rcnn/false_positive": 0.1586807261025765, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5634527269994578, "total_loss": 1.4665062738931738} {"data_time": 0.012405428499732807, "eta_seconds": 143927.5121401922, "fast_rcnn/cls_accuracy": 0.9140625, "fast_rcnn/false_negative": 0.495871941078641, "fast_rcnn/fg_cls_accuracy": 0.4613526570048309, "iteration": 15439, "loss_box_reg": 0.26357118552550673, "loss_cls": 0.2676580026745796, "loss_mask": 0.31877447851002216, "loss_rpn_cls": 0.05408336903201416, "loss_rpn_loc": 0.08341292868135497, "loss_sem_seg": 0.4871363714337349, "lr": 0.02, "mask_rcnn/accuracy": 0.850212305132718, "mask_rcnn/false_negative": 0.13435918541073127, "mask_rcnn/false_positive": 0.1562827100358226, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5632522134992541, "total_loss": 1.4767477942805272} {"data_time": 0.012642328500078293, "eta_seconds": 143911.30394473588, "fast_rcnn/cls_accuracy": 0.89990234375, "fast_rcnn/false_negative": 0.5512485481997678, "fast_rcnn/fg_cls_accuracy": 0.39220251293422026, "iteration": 15459, "loss_box_reg": 0.26111370557919145, "loss_cls": 0.272786355111748, "loss_mask": 0.30188071075826883, "loss_rpn_cls": 0.054037545109167695, "loss_rpn_loc": 0.0764190370682627, "loss_sem_seg": 0.4376606401056051, "lr": 0.02, "mask_rcnn/accuracy": 0.8754738325230838, "mask_rcnn/false_negative": 0.12020838218194722, "mask_rcnn/false_positive": 0.13410094249825014, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5589035764996879, "total_loss": 1.4028851855837274} {"data_time": 0.012760116999743332, "eta_seconds": 143781.66961715868, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.5073707781302481, "fast_rcnn/fg_cls_accuracy": 0.4469247083775186, "iteration": 15479, "loss_box_reg": 0.2728066137060523, "loss_cls": 0.27208674093708396, "loss_mask": 0.3007637457922101, "loss_rpn_cls": 0.05920022481586784, "loss_rpn_loc": 0.08409875014331192, "loss_sem_seg": 0.4096009861677885, "lr": 0.02, "mask_rcnn/accuracy": 0.8734933727894532, "mask_rcnn/false_negative": 0.10340314371879356, "mask_rcnn/false_positive": 0.15261587458740924, "roi_head/num_bg_samples": 456.5, "roi_head/num_fg_samples": 55.5, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.557653403500808, "total_loss": 1.386183895287104} {"data_time": 0.012320271500357194, "eta_seconds": 143702.5813689188, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.47184743124026984, "fast_rcnn/fg_cls_accuracy": 0.42376515823720795, "iteration": 15499, "loss_box_reg": 0.25784201407805085, "loss_cls": 0.2676553847268224, "loss_mask": 0.2872868152335286, "loss_rpn_cls": 0.06765993539011106, "loss_rpn_loc": 0.0821031405357644, "loss_sem_seg": 0.4412715560756624, "lr": 0.02, "mask_rcnn/accuracy": 0.8747467500257678, "mask_rcnn/false_negative": 0.10071403681121012, "mask_rcnn/false_positive": 0.1586051831143172, "roi_head/num_bg_samples": 464.0, "roi_head/num_fg_samples": 48.0, "rpn/num_neg_anchors": 237.25, "rpn/num_pos_anchors": 18.75, "time": 0.5579726530004336, "total_loss": 1.382069895742461} {"data_time": 0.012135974499869917, "eta_seconds": 143662.21046252057, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.4121212121212121, "fast_rcnn/fg_cls_accuracy": 0.5259574468085106, "iteration": 15519, "loss_box_reg": 0.2903964570723474, "loss_cls": 0.2918298193253577, "loss_mask": 0.2902338560670614, "loss_rpn_cls": 0.07035094348248094, "loss_rpn_loc": 0.08552362595219165, "loss_sem_seg": 0.43933467473834753, "lr": 0.02, "mask_rcnn/accuracy": 0.8675703392282684, "mask_rcnn/false_negative": 0.1108624931330029, "mask_rcnn/false_positive": 0.14243631019094413, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5628000454998983, "total_loss": 1.4372481328609865} {"data_time": 0.012282138500268047, "eta_seconds": 143653.66740116413, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.3895497311827957, "fast_rcnn/fg_cls_accuracy": 0.5906207997311828, "iteration": 15539, "loss_box_reg": 0.2630637427791953, "loss_cls": 0.2767160669900477, "loss_mask": 0.2898546764627099, "loss_rpn_cls": 0.06486163655063137, "loss_rpn_loc": 0.07763696601614356, "loss_sem_seg": 0.4500706335529685, "lr": 0.02, "mask_rcnn/accuracy": 0.8640516564920667, "mask_rcnn/false_negative": 0.12149365964772052, "mask_rcnn/false_positive": 0.15024147278200095, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5710922124999342, "total_loss": 1.4670183915877715} {"data_time": 0.013548095500482304, "eta_seconds": 143776.69802073188, "fast_rcnn/cls_accuracy": 0.9091796875, "fast_rcnn/false_negative": 0.4431599826442695, "fast_rcnn/fg_cls_accuracy": 0.5076375932835822, "iteration": 15559, "loss_box_reg": 0.27383643575012684, "loss_cls": 0.27833816036581993, "loss_mask": 0.3022871594876051, "loss_rpn_cls": 0.06608809990575537, "loss_rpn_loc": 0.09437718674598727, "loss_sem_seg": 0.4264002712443471, "lr": 0.02, "mask_rcnn/accuracy": 0.8672345631358096, "mask_rcnn/false_negative": 0.12290768570552944, "mask_rcnn/false_positive": 0.13504423198044002, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 206.5, "rpn/num_pos_anchors": 49.5, "time": 0.558839241500209, "total_loss": 1.4228628952987492} {"data_time": 0.011820489000456291, "eta_seconds": 143657.4098115987, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.48074229691876746, "fast_rcnn/fg_cls_accuracy": 0.45751633986928103, "iteration": 15579, "loss_box_reg": 0.285589792765677, "loss_cls": 0.2840379527769983, "loss_mask": 0.3021718952804804, "loss_rpn_cls": 0.05921409180155024, "loss_rpn_loc": 0.09106725209858268, "loss_sem_seg": 0.4050079081207514, "lr": 0.02, "mask_rcnn/accuracy": 0.8673944124484538, "mask_rcnn/false_negative": 0.12074177951632893, "mask_rcnn/false_positive": 0.16818481584166717, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.558043273000294, "total_loss": 1.4504225992423017} {"data_time": 0.012008145000436343, "eta_seconds": 143601.4166311509, "fast_rcnn/cls_accuracy": 0.9033203125, "fast_rcnn/false_negative": 0.49475308641975313, "fast_rcnn/fg_cls_accuracy": 0.4629629629629629, "iteration": 15599, "loss_box_reg": 0.29117937525734305, "loss_cls": 0.3036728664301336, "loss_mask": 0.3060613051056862, "loss_rpn_cls": 0.06368625012692064, "loss_rpn_loc": 0.0859972796170041, "loss_sem_seg": 0.47352870274335146, "lr": 0.02, "mask_rcnn/accuracy": 0.8669280286853157, "mask_rcnn/false_negative": 0.1098499274158615, "mask_rcnn/false_positive": 0.14206248122703596, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.5606281359996501, "total_loss": 1.540721359080635} {"data_time": 0.012381105500026024, "eta_seconds": 143590.12725598091, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.40652250974831616, "fast_rcnn/fg_cls_accuracy": 0.5381998144138571, "iteration": 15619, "loss_box_reg": 0.26264581363648176, "loss_cls": 0.2689097900874913, "loss_mask": 0.30918208695948124, "loss_rpn_cls": 0.057173215493094176, "loss_rpn_loc": 0.08639291487634182, "loss_sem_seg": 0.3911578394472599, "lr": 0.02, "mask_rcnn/accuracy": 0.8968362757396812, "mask_rcnn/false_negative": 0.08706814645861971, "mask_rcnn/false_positive": 0.13923747884002452, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5565745280009651, "total_loss": 1.430043377331458} {"data_time": 0.012885422500403365, "eta_seconds": 143597.21330116407, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.39229024943310653, "fast_rcnn/fg_cls_accuracy": 0.5104744728079911, "iteration": 15639, "loss_box_reg": 0.26583147468045354, "loss_cls": 0.2693677581846714, "loss_mask": 0.30706492252647877, "loss_rpn_cls": 0.05509953945875168, "loss_rpn_loc": 0.0712811941630207, "loss_sem_seg": 0.4298071237280965, "lr": 0.02, "mask_rcnn/accuracy": 0.8737709964938356, "mask_rcnn/false_negative": 0.09214020121264434, "mask_rcnn/false_positive": 0.14450144875640164, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5655302260011013, "total_loss": 1.3646632105228491} {"data_time": 0.012601931999597582, "eta_seconds": 143612.23825427867, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.4356174698795181, "fast_rcnn/fg_cls_accuracy": 0.521279761904762, "iteration": 15659, "loss_box_reg": 0.2951055308803916, "loss_cls": 0.31066119158640504, "loss_mask": 0.29440095694735646, "loss_rpn_cls": 0.06408131093485281, "loss_rpn_loc": 0.0923474864976015, "loss_sem_seg": 0.4189760750159621, "lr": 0.02, "mask_rcnn/accuracy": 0.875567215060893, "mask_rcnn/false_negative": 0.10106609796968068, "mask_rcnn/false_positive": 0.15157389597301762, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.5677506635001919, "total_loss": 1.4614207031554542} {"data_time": 0.01300537249971967, "eta_seconds": 143708.88975177176, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.49193548387096775, "fast_rcnn/fg_cls_accuracy": 0.4975, "iteration": 15679, "loss_box_reg": 0.2621160470880568, "loss_cls": 0.24782612267881632, "loss_mask": 0.2980962572619319, "loss_rpn_cls": 0.05572735448367894, "loss_rpn_loc": 0.08974025369388983, "loss_sem_seg": 0.4265004452317953, "lr": 0.02, "mask_rcnn/accuracy": 0.8599405858777256, "mask_rcnn/false_negative": 0.10053248327952292, "mask_rcnn/false_positive": 0.15255341307873033, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5637830030000259, "total_loss": 1.3856518600368872} {"data_time": 0.012252737000380876, "eta_seconds": 143589.6524756186, "fast_rcnn/cls_accuracy": 0.9140625, "fast_rcnn/false_negative": 0.4479646697388633, "fast_rcnn/fg_cls_accuracy": 0.4986922406277245, "iteration": 15699, "loss_box_reg": 0.27172628603875637, "loss_cls": 0.2732818122021854, "loss_mask": 0.2954973876476288, "loss_rpn_cls": 0.05891024536686018, "loss_rpn_loc": 0.08781703261774965, "loss_sem_seg": 0.37161032343283296, "lr": 0.02, "mask_rcnn/accuracy": 0.8688285322497837, "mask_rcnn/false_negative": 0.12062833911870091, "mask_rcnn/false_positive": 0.1426924870875818, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5618486250004935, "total_loss": 1.3804176544072106} {"data_time": 0.012877277000370668, "eta_seconds": 143641.96378286078, "fast_rcnn/cls_accuracy": 0.904296875, "fast_rcnn/false_negative": 0.5354797441364605, "fast_rcnn/fg_cls_accuracy": 0.38211981566820274, "iteration": 15719, "loss_box_reg": 0.2921434724703431, "loss_cls": 0.2932546832598746, "loss_mask": 0.3175407061353326, "loss_rpn_cls": 0.07228826929349452, "loss_rpn_loc": 0.08897247660206631, "loss_sem_seg": 0.41687764693051577, "lr": 0.02, "mask_rcnn/accuracy": 0.8529585312961163, "mask_rcnn/false_negative": 0.1251090977672609, "mask_rcnn/false_positive": 0.15243358637744725, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.5609882915005073, "total_loss": 1.4830423779785633} {"data_time": 0.01221836649983743, "eta_seconds": 143502.51300695038, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.5044601138390961, "fast_rcnn/fg_cls_accuracy": 0.4237370281674079, "iteration": 15739, "loss_box_reg": 0.25636463705450296, "loss_cls": 0.26299927523359656, "loss_mask": 0.2836966495960951, "loss_rpn_cls": 0.05602534156059846, "loss_rpn_loc": 0.07409156113862991, "loss_sem_seg": 0.43406311701983213, "lr": 0.02, "mask_rcnn/accuracy": 0.8697798702569695, "mask_rcnn/false_negative": 0.11735089118162279, "mask_rcnn/false_positive": 0.1293789065585559, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5592423275002147, "total_loss": 1.375210092868656} {"data_time": 0.011757908000618045, "eta_seconds": 143374.9698117922, "fast_rcnn/cls_accuracy": 0.90283203125, "fast_rcnn/false_negative": 0.44545807453416153, "fast_rcnn/fg_cls_accuracy": 0.5278187177597642, "iteration": 15759, "loss_box_reg": 0.26867750007659197, "loss_cls": 0.26004246808588505, "loss_mask": 0.30511783761903644, "loss_rpn_cls": 0.05687877768650651, "loss_rpn_loc": 0.07679039530921727, "loss_sem_seg": 0.3982260753400624, "lr": 0.02, "mask_rcnn/accuracy": 0.8663005903385682, "mask_rcnn/false_negative": 0.12223256484555456, "mask_rcnn/false_positive": 0.1272386272010434, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.5591494960008276, "total_loss": 1.3740763560854248} {"data_time": 0.013042623999353964, "eta_seconds": 143372.19547333632, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.44763840495547813, "fast_rcnn/fg_cls_accuracy": 0.42985527544351076, "iteration": 15779, "loss_box_reg": 0.25590578420087695, "loss_cls": 0.25547573901712894, "loss_mask": 0.2873583259060979, "loss_rpn_cls": 0.06682972988346592, "loss_rpn_loc": 0.08700570516521111, "loss_sem_seg": 0.37673201644793153, "lr": 0.02, "mask_rcnn/accuracy": 0.8725015921002548, "mask_rcnn/false_negative": 0.11970524406086877, "mask_rcnn/false_positive": 0.13793351937470033, "roi_head/num_bg_samples": 466.0, "roi_head/num_fg_samples": 46.0, "rpn/num_neg_anchors": 234.25, "rpn/num_pos_anchors": 21.75, "time": 0.5698743694993027, "total_loss": 1.3705270855280105} {"data_time": 0.012617393000255106, "eta_seconds": 143332.7225783078, "fast_rcnn/cls_accuracy": 0.9130859375, "fast_rcnn/false_negative": 0.48955660108354715, "fast_rcnn/fg_cls_accuracy": 0.47516420361247946, "iteration": 15799, "loss_box_reg": 0.24929256970062852, "loss_cls": 0.28067648597061634, "loss_mask": 0.30132477916777134, "loss_rpn_cls": 0.06698865292128175, "loss_rpn_loc": 0.10248835070524365, "loss_sem_seg": 0.4267251109704375, "lr": 0.02, "mask_rcnn/accuracy": 0.8529335643581641, "mask_rcnn/false_negative": 0.11578483163179684, "mask_rcnn/false_positive": 0.1729838392297464, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5566265269999349, "total_loss": 1.4144622426247224} {"data_time": 0.012947314999109949, "eta_seconds": 143167.89357529604, "fast_rcnn/cls_accuracy": 0.912109375, "fast_rcnn/false_negative": 0.45029624753127057, "fast_rcnn/fg_cls_accuracy": 0.5306870548806033, "iteration": 15819, "loss_box_reg": 0.24653903162106872, "loss_cls": 0.25522628612816334, "loss_mask": 0.29414395336061716, "loss_rpn_cls": 0.0541244665364502, "loss_rpn_loc": 0.08011575200362131, "loss_sem_seg": 0.41310735791921616, "lr": 0.02, "mask_rcnn/accuracy": 0.8734568712277537, "mask_rcnn/false_negative": 0.09998692501563507, "mask_rcnn/false_positive": 0.14166613371334685, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5546791730002951, "total_loss": 1.4080969396745786} {"data_time": 0.011866012000609771, "eta_seconds": 143183.0584883323, "fast_rcnn/cls_accuracy": 0.908203125, "fast_rcnn/false_negative": 0.43438483192581556, "fast_rcnn/fg_cls_accuracy": 0.5033442533442534, "iteration": 15839, "loss_box_reg": 0.28618459217250347, "loss_cls": 0.28416476608254015, "loss_mask": 0.30232431972399354, "loss_rpn_cls": 0.06851579429348931, "loss_rpn_loc": 0.09596634586341679, "loss_sem_seg": 0.39770252257585526, "lr": 0.02, "mask_rcnn/accuracy": 0.8617852821981149, "mask_rcnn/false_negative": 0.11037013247280922, "mask_rcnn/false_positive": 0.15885968265384837, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.5665456244996676, "total_loss": 1.436672943062149} {"data_time": 0.013382156500483688, "eta_seconds": 143105.31050235944, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.4923707957342084, "fast_rcnn/fg_cls_accuracy": 0.4772727272727273, "iteration": 15859, "loss_box_reg": 0.25710515584796667, "loss_cls": 0.267412141431123, "loss_mask": 0.3017874164506793, "loss_rpn_cls": 0.06025248044170439, "loss_rpn_loc": 0.07760283368406817, "loss_sem_seg": 0.4244344816543162, "lr": 0.02, "mask_rcnn/accuracy": 0.8804980337201337, "mask_rcnn/false_negative": 0.12394311334404179, "mask_rcnn/false_positive": 0.09983147948482161, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5640372114994534, "total_loss": 1.4692000852373894} {"data_time": 0.012827623499106267, "eta_seconds": 143272.96517757568, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.46302699827104665, "fast_rcnn/fg_cls_accuracy": 0.4491404649505656, "iteration": 15879, "loss_box_reg": 0.2744238297455013, "loss_cls": 0.2819045507349074, "loss_mask": 0.28564394265413284, "loss_rpn_cls": 0.060324330639559776, "loss_rpn_loc": 0.08943843393353745, "loss_sem_seg": 0.3860566122457385, "lr": 0.02, "mask_rcnn/accuracy": 0.866485533550623, "mask_rcnn/false_negative": 0.10851448125487453, "mask_rcnn/false_positive": 0.16470754364031193, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5681122445002984, "total_loss": 1.4024360210169107} {"data_time": 0.01145678649936599, "eta_seconds": 143261.68921335568, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.4149226569608735, "fast_rcnn/fg_cls_accuracy": 0.48551339285714284, "iteration": 15899, "loss_box_reg": 0.26445010560564697, "loss_cls": 0.2651603533886373, "loss_mask": 0.3007265757769346, "loss_rpn_cls": 0.060799439321272075, "loss_rpn_loc": 0.09010757025680505, "loss_sem_seg": 0.38837863598018885, "lr": 0.02, "mask_rcnn/accuracy": 0.8656109851347946, "mask_rcnn/false_negative": 0.08628897165520086, "mask_rcnn/false_positive": 0.17085343925698676, "roi_head/num_bg_samples": 457.25, "roi_head/num_fg_samples": 54.75, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.561831574500502, "total_loss": 1.4437748407945037} {"data_time": 0.012597527498655836, "eta_seconds": 143112.94145385775, "fast_rcnn/cls_accuracy": 0.9033203125, "fast_rcnn/false_negative": 0.4769039100434449, "fast_rcnn/fg_cls_accuracy": 0.46851037083595226, "iteration": 15919, "loss_box_reg": 0.25534110283479095, "loss_cls": 0.26971880812197924, "loss_mask": 0.2986258016899228, "loss_rpn_cls": 0.0562346798251383, "loss_rpn_loc": 0.08215109969023615, "loss_sem_seg": 0.3844761233776808, "lr": 0.02, "mask_rcnn/accuracy": 0.8669234552886942, "mask_rcnn/false_negative": 0.10610229815051075, "mask_rcnn/false_positive": 0.14934781638664715, "roi_head/num_bg_samples": 432.75, "roi_head/num_fg_samples": 79.25, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5606604904996857, "total_loss": 1.3792938415135723} {"data_time": 0.01396690550063795, "eta_seconds": 143098.8524226633, "fast_rcnn/cls_accuracy": 0.9052734375, "fast_rcnn/false_negative": 0.5022902727740608, "fast_rcnn/fg_cls_accuracy": 0.39267945984363894, "iteration": 15939, "loss_box_reg": 0.26615853095427155, "loss_cls": 0.27173369843512774, "loss_mask": 0.30499442014843225, "loss_rpn_cls": 0.056812262744642794, "loss_rpn_loc": 0.08612820919370279, "loss_sem_seg": 0.45818796195089817, "lr": 0.02, "mask_rcnn/accuracy": 0.8640388343128491, "mask_rcnn/false_negative": 0.12064771466322435, "mask_rcnn/false_positive": 0.14611731960251007, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5634400885010109, "total_loss": 1.4577202596119605} {"data_time": 0.012048688000504626, "eta_seconds": 143090.4111676177, "fast_rcnn/cls_accuracy": 0.9091796875, "fast_rcnn/false_negative": 0.44166666666666665, "fast_rcnn/fg_cls_accuracy": 0.5126685934489403, "iteration": 15959, "loss_box_reg": 0.2909745017532259, "loss_cls": 0.2971935123205185, "loss_mask": 0.3079616678878665, "loss_rpn_cls": 0.06717733526602387, "loss_rpn_loc": 0.10504973359638825, "loss_sem_seg": 0.43439058493822813, "lr": 0.02, "mask_rcnn/accuracy": 0.8574387285188678, "mask_rcnn/false_negative": 0.11731338219759374, "mask_rcnn/false_positive": 0.15615884026645754, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.5676319169997441, "total_loss": 1.513736723572947} {"data_time": 0.01329535999957443, "eta_seconds": 143125.6147211153, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.4380827505827506, "fast_rcnn/fg_cls_accuracy": 0.5043706293706294, "iteration": 15979, "loss_box_reg": 0.27536791004240513, "loss_cls": 0.2813316124957055, "loss_mask": 0.3058252288028598, "loss_rpn_cls": 0.05415361296036281, "loss_rpn_loc": 0.07905313943047076, "loss_sem_seg": 0.44579749274998903, "lr": 0.02, "mask_rcnn/accuracy": 0.8597184766763849, "mask_rcnn/false_negative": 0.11732444286032948, "mask_rcnn/false_positive": 0.16330544495857585, "roi_head/num_bg_samples": 464.75, "roi_head/num_fg_samples": 47.25, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 0.5794094319999203, "total_loss": 1.4371070192428306} {"data_time": 0.012719921000098111, "eta_seconds": 143065.05766020325, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.5351851851851852, "fast_rcnn/fg_cls_accuracy": 0.40400094696969696, "iteration": 15999, "loss_box_reg": 0.25645588152110577, "loss_cls": 0.254714772105217, "loss_mask": 0.30539859272539616, "loss_rpn_cls": 0.06633261918614153, "loss_rpn_loc": 0.09451297193299979, "loss_sem_seg": 0.4125327509827912, "lr": 0.02, "mask_rcnn/accuracy": 0.850303416821274, "mask_rcnn/false_negative": 0.11648282351087605, "mask_rcnn/false_positive": 0.16978042626585543, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.5594083839996529, "total_loss": 1.4322595752310008} {"data_time": 0.012127895999583416, "eta_seconds": 143140.7291658638, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.42519869097709206, "fast_rcnn/fg_cls_accuracy": 0.5696352317744509, "iteration": 16019, "loss_box_reg": 0.27196102356538177, "loss_cls": 0.28478502249345183, "loss_mask": 0.2949472819454968, "loss_rpn_cls": 0.05647349520586431, "loss_rpn_loc": 0.076065771660069, "loss_sem_seg": 0.4363384246826172, "lr": 0.02, "mask_rcnn/accuracy": 0.8665724886175377, "mask_rcnn/false_negative": 0.1165182200372555, "mask_rcnn/false_positive": 0.13783901589787503, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5704743464984858, "total_loss": 1.4032672548491973} {"data_time": 0.01152478499989229, "eta_seconds": 143070.38734013226, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.5353885596604043, "fast_rcnn/fg_cls_accuracy": 0.4527513124635427, "iteration": 16039, "loss_box_reg": 0.26888140151277184, "loss_cls": 0.265544387511909, "loss_mask": 0.2951861312612891, "loss_rpn_cls": 0.06875669007422403, "loss_rpn_loc": 0.09309048554860055, "loss_sem_seg": 0.40081552043557167, "lr": 0.02, "mask_rcnn/accuracy": 0.8513768942814455, "mask_rcnn/false_negative": 0.10598239860432493, "mask_rcnn/false_positive": 0.18367761220194262, "roi_head/num_bg_samples": 459.0, "roi_head/num_fg_samples": 53.0, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5519052059999012, "total_loss": 1.4385106699483003} {"data_time": 0.012650621999455325, "eta_seconds": 143129.3159933316, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.502910602910603, "fast_rcnn/fg_cls_accuracy": 0.45183222958057395, "iteration": 16059, "loss_box_reg": 0.26674866513349116, "loss_cls": 0.27800347562879324, "loss_mask": 0.2975310729816556, "loss_rpn_cls": 0.0674199121131096, "loss_rpn_loc": 0.08247346093412489, "loss_sem_seg": 0.3881950778886676, "lr": 0.02, "mask_rcnn/accuracy": 0.8674565305204402, "mask_rcnn/false_negative": 0.09867750000120931, "mask_rcnn/false_positive": 0.15039334312885266, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 237.5, "rpn/num_pos_anchors": 18.5, "time": 0.5691844435004896, "total_loss": 1.4349092884804122} {"data_time": 0.014601411999137781, "eta_seconds": 143118.0433500016, "fast_rcnn/cls_accuracy": 0.8876953125, "fast_rcnn/false_negative": 0.5245670995670996, "fast_rcnn/fg_cls_accuracy": 0.4225040257648953, "iteration": 16079, "loss_box_reg": 0.270551452646032, "loss_cls": 0.2842519376426935, "loss_mask": 0.302616273984313, "loss_rpn_cls": 0.06780461291782558, "loss_rpn_loc": 0.08903688954887912, "loss_sem_seg": 0.3997248080559075, "lr": 0.02, "mask_rcnn/accuracy": 0.8533163265306123, "mask_rcnn/false_negative": 0.13210779288659422, "mask_rcnn/false_positive": 0.16285730910407786, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5691516440010673, "total_loss": 1.4496770538389683} {"data_time": 0.012365376001071127, "eta_seconds": 143183.2324848622, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.4, "fast_rcnn/fg_cls_accuracy": 0.5654736842105264, "iteration": 16099, "loss_box_reg": 0.2610448729246855, "loss_cls": 0.2767925914376974, "loss_mask": 0.2895406251773238, "loss_rpn_cls": 0.06716510897967964, "loss_rpn_loc": 0.07491311029298231, "loss_sem_seg": 0.41377783566713333, "lr": 0.02, "mask_rcnn/accuracy": 0.8979621044069802, "mask_rcnn/false_negative": 0.07862438421679355, "mask_rcnn/false_positive": 0.11488523549564111, "roi_head/num_bg_samples": 461.75, "roi_head/num_fg_samples": 50.25, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5822416899991367, "total_loss": 1.380870616179891} {"data_time": 0.013101426499815716, "eta_seconds": 143171.9538185722, "fast_rcnn/cls_accuracy": 0.9091796875, "fast_rcnn/false_negative": 0.41350508416645304, "fast_rcnn/fg_cls_accuracy": 0.4887778505897772, "iteration": 16119, "loss_box_reg": 0.2663217084482312, "loss_cls": 0.28096383973024786, "loss_mask": 0.30762976687401533, "loss_rpn_cls": 0.07309295446611941, "loss_rpn_loc": 0.0862539098598063, "loss_sem_seg": 0.3960487241856754, "lr": 0.02, "mask_rcnn/accuracy": 0.8811857010796742, "mask_rcnn/false_negative": 0.10421974786795551, "mask_rcnn/false_positive": 0.13276656016729332, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5627163359995393, "total_loss": 1.3871655006078072} {"data_time": 0.011829579500044929, "eta_seconds": 143235.22041938434, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.42153846153846153, "fast_rcnn/fg_cls_accuracy": 0.561923076923077, "iteration": 16139, "loss_box_reg": 0.2692914707586169, "loss_cls": 0.27400052617304027, "loss_mask": 0.29692501947283745, "loss_rpn_cls": 0.06845555873587728, "loss_rpn_loc": 0.09418995957821608, "loss_sem_seg": 0.44945512991398573, "lr": 0.02, "mask_rcnn/accuracy": 0.8728562853712913, "mask_rcnn/false_negative": 0.10575854040603663, "mask_rcnn/false_positive": 0.16242968975224703, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.5706816329993671, "total_loss": 1.4678086267085746} {"data_time": 0.01206052749967057, "eta_seconds": 143170.9578675868, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.49172951231774764, "fast_rcnn/fg_cls_accuracy": 0.480306905370844, "iteration": 16159, "loss_box_reg": 0.26740037789568305, "loss_cls": 0.28292269073426723, "loss_mask": 0.28993826638907194, "loss_rpn_cls": 0.06113881501369178, "loss_rpn_loc": 0.0823664910858497, "loss_sem_seg": 0.4367370568215847, "lr": 0.02, "mask_rcnn/accuracy": 0.8534178669186653, "mask_rcnn/false_negative": 0.11280603520203941, "mask_rcnn/false_positive": 0.16344085946047432, "roi_head/num_bg_samples": 457.75, "roi_head/num_fg_samples": 54.25, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5626343610001641, "total_loss": 1.4402318785723764} {"data_time": 0.012606684499587573, "eta_seconds": 143236.91218665947, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.5318006016330039, "fast_rcnn/fg_cls_accuracy": 0.40949720670391065, "iteration": 16179, "loss_box_reg": 0.2758693457581103, "loss_cls": 0.2835141308605671, "loss_mask": 0.30205060075968504, "loss_rpn_cls": 0.062290001194924116, "loss_rpn_loc": 0.08339488448109478, "loss_sem_seg": 0.43795617762953043, "lr": 0.02, "mask_rcnn/accuracy": 0.8572189368171511, "mask_rcnn/false_negative": 0.11193131640559054, "mask_rcnn/false_positive": 0.17450003320421917, "roi_head/num_bg_samples": 458.75, "roi_head/num_fg_samples": 53.25, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.570894423000027, "total_loss": 1.405390995030757} {"data_time": 0.01384025599963934, "eta_seconds": 143195.07964339235, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.4511609679631625, "fast_rcnn/fg_cls_accuracy": 0.5029462394067796, "iteration": 16199, "loss_box_reg": 0.26985495910048485, "loss_cls": 0.26803306490182877, "loss_mask": 0.29501125402748585, "loss_rpn_cls": 0.05792496929643676, "loss_rpn_loc": 0.08762905435287394, "loss_sem_seg": 0.4055255246348679, "lr": 0.02, "mask_rcnn/accuracy": 0.8680151809816656, "mask_rcnn/false_negative": 0.11285257345646849, "mask_rcnn/false_positive": 0.1469437232186117, "roi_head/num_bg_samples": 461.0, "roi_head/num_fg_samples": 51.0, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.5620912684998984, "total_loss": 1.4050089355441742} {"data_time": 0.012822151500586187, "eta_seconds": 143183.79559962236, "fast_rcnn/cls_accuracy": 0.9140625, "fast_rcnn/false_negative": 0.525065774422329, "fast_rcnn/fg_cls_accuracy": 0.4507406771905742, "iteration": 16219, "loss_box_reg": 0.2841426287777722, "loss_cls": 0.3015856300480664, "loss_mask": 0.2951697176322341, "loss_rpn_cls": 0.06259664171375334, "loss_rpn_loc": 0.10263173270504922, "loss_sem_seg": 0.40059066470712423, "lr": 0.02, "mask_rcnn/accuracy": 0.8645835993258685, "mask_rcnn/false_negative": 0.12521027564866954, "mask_rcnn/false_positive": 0.1445774546831813, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5758917395005483, "total_loss": 1.415286685922183} {"data_time": 0.013724691999414063, "eta_seconds": 143125.83640718678, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.5257060713681718, "fast_rcnn/fg_cls_accuracy": 0.45079365079365075, "iteration": 16239, "loss_box_reg": 0.26622243132442236, "loss_cls": 0.27673808904364705, "loss_mask": 0.2997907539829612, "loss_rpn_cls": 0.05981129570864141, "loss_rpn_loc": 0.08782410022104159, "loss_sem_seg": 0.4543291460722685, "lr": 0.02, "mask_rcnn/accuracy": 0.8728635359253191, "mask_rcnn/false_negative": 0.12362414621641958, "mask_rcnn/false_positive": 0.11239432357090803, "roi_head/num_bg_samples": 473.0, "roi_head/num_fg_samples": 39.0, "rpn/num_neg_anchors": 240.5, "rpn/num_pos_anchors": 15.5, "time": 0.5683259130000806, "total_loss": 1.432772870757617} {"data_time": 0.012835855000048468, "eta_seconds": 143161.22751208238, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.4670092133238838, "fast_rcnn/fg_cls_accuracy": 0.46612466124661245, "iteration": 16259, "loss_box_reg": 0.2537931934930384, "loss_cls": 0.2724968711845577, "loss_mask": 0.2959481282159686, "loss_rpn_cls": 0.05846165952971205, "loss_rpn_loc": 0.07709342776797712, "loss_sem_seg": 0.43674218747764826, "lr": 0.02, "mask_rcnn/accuracy": 0.8683477456547926, "mask_rcnn/false_negative": 0.11108579261718367, "mask_rcnn/false_positive": 0.14403192875935344, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5699785960005102, "total_loss": 1.4080407130531967} {"data_time": 0.012081277500328724, "eta_seconds": 143103.27567698676, "fast_rcnn/cls_accuracy": 0.9091796875, "fast_rcnn/false_negative": 0.44281045751633985, "fast_rcnn/fg_cls_accuracy": 0.5078635132982958, "iteration": 16279, "loss_box_reg": 0.2835021838545799, "loss_cls": 0.2679754919372499, "loss_mask": 0.2998661734163761, "loss_rpn_cls": 0.06543236610013992, "loss_rpn_loc": 0.08798265455698129, "loss_sem_seg": 0.46131958020851016, "lr": 0.02, "mask_rcnn/accuracy": 0.8823096982081423, "mask_rcnn/false_negative": 0.09524652205715921, "mask_rcnn/false_positive": 0.16350100103920945, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.5737232674991901, "total_loss": 1.4555164955672808} {"data_time": 0.012145656499342294, "eta_seconds": 143169.19348149953, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.3695489844683393, "fast_rcnn/fg_cls_accuracy": 0.5621682319314005, "iteration": 16299, "loss_box_reg": 0.2767097062896937, "loss_cls": 0.2882939879782498, "loss_mask": 0.29756450466811657, "loss_rpn_cls": 0.07062457711435854, "loss_rpn_loc": 0.09222107322420925, "loss_sem_seg": 0.46209009550511837, "lr": 0.02, "mask_rcnn/accuracy": 0.9012038636657195, "mask_rcnn/false_negative": 0.09779237966626722, "mask_rcnn/false_positive": 0.11331804491012576, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5663800154998171, "total_loss": 1.4890003077453002} {"data_time": 0.012924970001222391, "eta_seconds": 143278.18632568303, "fast_rcnn/cls_accuracy": 0.90673828125, "fast_rcnn/false_negative": 0.4375175957207207, "fast_rcnn/fg_cls_accuracy": 0.5240963855421688, "iteration": 16319, "loss_box_reg": 0.2760151904076338, "loss_cls": 0.30305090732872486, "loss_mask": 0.31154779251664877, "loss_rpn_cls": 0.06980206060688943, "loss_rpn_loc": 0.0865948337741429, "loss_sem_seg": 0.4637158950790763, "lr": 0.02, "mask_rcnn/accuracy": 0.8624344065438194, "mask_rcnn/false_negative": 0.11156677563993266, "mask_rcnn/false_positive": 0.17600993541973428, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5802261524995629, "total_loss": 1.49687861680286} {"data_time": 0.012036126499879174, "eta_seconds": 143202.0346011636, "fast_rcnn/cls_accuracy": 0.9072265625, "fast_rcnn/false_negative": 0.4590934217799889, "fast_rcnn/fg_cls_accuracy": 0.4620972248090892, "iteration": 16339, "loss_box_reg": 0.2613730956800282, "loss_cls": 0.269187793135643, "loss_mask": 0.3014200599864125, "loss_rpn_cls": 0.05688143346924335, "loss_rpn_loc": 0.08216208533849567, "loss_sem_seg": 0.46890792855992913, "lr": 0.02, "mask_rcnn/accuracy": 0.8489231509574378, "mask_rcnn/false_negative": 0.11217489299119424, "mask_rcnn/false_positive": 0.17707501552904475, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5631088070003898, "total_loss": 1.4150639294530265} {"data_time": 0.012157917499280302, "eta_seconds": 143181.38734506155, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.45803571428571427, "fast_rcnn/fg_cls_accuracy": 0.5345238095238095, "iteration": 16359, "loss_box_reg": 0.26473313104361296, "loss_cls": 0.29000652534887195, "loss_mask": 0.29537532944232225, "loss_rpn_cls": 0.06926660949829966, "loss_rpn_loc": 0.08634787469054572, "loss_sem_seg": 0.4401470609009266, "lr": 0.02, "mask_rcnn/accuracy": 0.8665530523332878, "mask_rcnn/false_negative": 0.10470577642821738, "mask_rcnn/false_positive": 0.16719961930431876, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5720037320006668, "total_loss": 1.411490919184871} {"data_time": 0.013170198500120023, "eta_seconds": 143205.69423839808, "fast_rcnn/cls_accuracy": 0.89990234375, "fast_rcnn/false_negative": 0.5061940565699965, "fast_rcnn/fg_cls_accuracy": 0.4663699690402477, "iteration": 16379, "loss_box_reg": 0.27854164550080895, "loss_cls": 0.2743774987757206, "loss_mask": 0.30087314918637276, "loss_rpn_cls": 0.05813949886942282, "loss_rpn_loc": 0.08263062871992588, "loss_sem_seg": 0.42858523316681385, "lr": 0.02, "mask_rcnn/accuracy": 0.867117263361998, "mask_rcnn/false_negative": 0.119210688609655, "mask_rcnn/false_positive": 0.14285326396358144, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5694056350012033, "total_loss": 1.4402935133548453} {"data_time": 0.0120829790002972, "eta_seconds": 143158.7454287768, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.4712197580645161, "fast_rcnn/fg_cls_accuracy": 0.48641304347826086, "iteration": 16399, "loss_box_reg": 0.2653566359076649, "loss_cls": 0.2663514316082001, "loss_mask": 0.297872805967927, "loss_rpn_cls": 0.056126614450477064, "loss_rpn_loc": 0.07489571708720177, "loss_sem_seg": 0.4126571794040501, "lr": 0.02, "mask_rcnn/accuracy": 0.8882344178614212, "mask_rcnn/false_negative": 0.09757234516730166, "mask_rcnn/false_positive": 0.15235464692784403, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5580754765005622, "total_loss": 1.4013992989785038} {"data_time": 0.012885331500001485, "eta_seconds": 143152.988362055, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.4529118930714675, "fast_rcnn/fg_cls_accuracy": 0.46055680720952685, "iteration": 16419, "loss_box_reg": 0.26403145026415586, "loss_cls": 0.271792103536427, "loss_mask": 0.30255440529435873, "loss_rpn_cls": 0.06278221844695508, "loss_rpn_loc": 0.07488835002004635, "loss_sem_seg": 0.4529900944326073, "lr": 0.02, "mask_rcnn/accuracy": 0.8758210788862033, "mask_rcnn/false_negative": 0.09350203873553414, "mask_rcnn/false_positive": 0.1403414728547429, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5698029100003623, "total_loss": 1.4574586881208234} {"data_time": 0.01283921750018635, "eta_seconds": 143141.697848305, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.5020167098818784, "fast_rcnn/fg_cls_accuracy": 0.43354700854700856, "iteration": 16439, "loss_box_reg": 0.2775150667876005, "loss_cls": 0.2754475330002606, "loss_mask": 0.29991076048463583, "loss_rpn_cls": 0.06768866519269068, "loss_rpn_loc": 0.08859682205365971, "loss_sem_seg": 0.42655458487570286, "lr": 0.02, "mask_rcnn/accuracy": 0.8449644190041764, "mask_rcnn/false_negative": 0.1314219272819534, "mask_rcnn/false_positive": 0.1507431281856596, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5540425095005048, "total_loss": 1.4461310952319764} {"data_time": 0.012742188999254722, "eta_seconds": 143187.309668099, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.3922205245734658, "fast_rcnn/fg_cls_accuracy": 0.54553125, "iteration": 16459, "loss_box_reg": 0.2578893802128732, "loss_cls": 0.2545942268334329, "loss_mask": 0.29354052152484655, "loss_rpn_cls": 0.05519249342614785, "loss_rpn_loc": 0.11787174310302362, "loss_sem_seg": 0.4261961206793785, "lr": 0.02, "mask_rcnn/accuracy": 0.8770788799973508, "mask_rcnn/false_negative": 0.10009823517479993, "mask_rcnn/false_positive": 0.13941226629298537, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5695966964995023, "total_loss": 1.3981188757461496} {"data_time": 0.012361494000288076, "eta_seconds": 143214.04129459072, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.5320044918585065, "fast_rcnn/fg_cls_accuracy": 0.4615852517312371, "iteration": 16479, "loss_box_reg": 0.26442276034504175, "loss_cls": 0.273013184312731, "loss_mask": 0.29262204747647047, "loss_rpn_cls": 0.05964288651011884, "loss_rpn_loc": 0.08349893565173261, "loss_sem_seg": 0.44775401381775737, "lr": 0.02, "mask_rcnn/accuracy": 0.8698521332298843, "mask_rcnn/false_negative": 0.10217072114765863, "mask_rcnn/false_positive": 0.1203521725100274, "roi_head/num_bg_samples": 459.75, "roi_head/num_fg_samples": 52.25, "rpn/num_neg_anchors": 237.5, "rpn/num_pos_anchors": 18.5, "time": 0.5613624349998645, "total_loss": 1.4495973526500165} {"data_time": 0.012076781999894592, "eta_seconds": 143225.84635932324, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.4404946403202893, "fast_rcnn/fg_cls_accuracy": 0.4994983948635634, "iteration": 16499, "loss_box_reg": 0.280792607460171, "loss_cls": 0.29688929580152035, "loss_mask": 0.3077737530693412, "loss_rpn_cls": 0.055346918175928295, "loss_rpn_loc": 0.08551896060816944, "loss_sem_seg": 0.4200303088873625, "lr": 0.02, "mask_rcnn/accuracy": 0.8567062258290155, "mask_rcnn/false_negative": 0.1058174320800982, "mask_rcnn/false_positive": 0.16767577110728948, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5576169104997462, "total_loss": 1.4924634072231129} {"data_time": 0.01317430049948598, "eta_seconds": 143254.55242640057, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.4458399435924555, "fast_rcnn/fg_cls_accuracy": 0.4492860002669158, "iteration": 16519, "loss_box_reg": 0.2568073491565883, "loss_cls": 0.2670948673039675, "loss_mask": 0.2903948472812772, "loss_rpn_cls": 0.05779124109540135, "loss_rpn_loc": 0.07939907317631878, "loss_sem_seg": 0.40829983446747065, "lr": 0.02, "mask_rcnn/accuracy": 0.8815867072635506, "mask_rcnn/false_negative": 0.10290067546159037, "mask_rcnn/false_positive": 0.1338463366487816, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 234.5, "rpn/num_pos_anchors": 21.5, "time": 0.5784184519998234, "total_loss": 1.3904291921353433} {"data_time": 0.01209586350069003, "eta_seconds": 143247.0291822792, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.4048910154173312, "fast_rcnn/fg_cls_accuracy": 0.5259259259259259, "iteration": 16539, "loss_box_reg": 0.2614995916374028, "loss_cls": 0.26910979487001896, "loss_mask": 0.28587610088288784, "loss_rpn_cls": 0.062216475256718695, "loss_rpn_loc": 0.07204408092366066, "loss_sem_seg": 0.4411248220130801, "lr": 0.02, "mask_rcnn/accuracy": 0.8734979842190683, "mask_rcnn/false_negative": 0.10638462188914109, "mask_rcnn/false_positive": 0.14677149587586252, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5706759135000539, "total_loss": 1.4090504385821987} {"data_time": 0.013510134499483684, "eta_seconds": 143235.7259025492, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.487012987012987, "fast_rcnn/fg_cls_accuracy": 0.5039393939393939, "iteration": 16559, "loss_box_reg": 0.27536618430167437, "loss_cls": 0.2852156744338572, "loss_mask": 0.29949106462299824, "loss_rpn_cls": 0.06362771143903956, "loss_rpn_loc": 0.08597018616273999, "loss_sem_seg": 0.4060914167203009, "lr": 0.02, "mask_rcnn/accuracy": 0.8627854095224587, "mask_rcnn/false_negative": 0.12635578742964684, "mask_rcnn/false_positive": 0.10263172158939128, "roi_head/num_bg_samples": 461.75, "roi_head/num_fg_samples": 50.25, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.563747180000064, "total_loss": 1.3735991893772734} {"data_time": 0.012134464500377362, "eta_seconds": 143252.2414065021, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.4569534602266476, "fast_rcnn/fg_cls_accuracy": 0.4913561847988077, "iteration": 16579, "loss_box_reg": 0.256371452473104, "loss_cls": 0.2865461758337915, "loss_mask": 0.2939163614064455, "loss_rpn_cls": 0.06443556433077902, "loss_rpn_loc": 0.08845207444392145, "loss_sem_seg": 0.39734806306660175, "lr": 0.02, "mask_rcnn/accuracy": 0.8793667016571278, "mask_rcnn/false_negative": 0.10491249026180109, "mask_rcnn/false_positive": 0.13222890127576417, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5577773069999239, "total_loss": 1.35605020771618} {"data_time": 0.012102169999707257, "eta_seconds": 143298.19530801356, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.4089558705205174, "fast_rcnn/fg_cls_accuracy": 0.4942748091603053, "iteration": 16599, "loss_box_reg": 0.2695254802238196, "loss_cls": 0.28498310036957264, "loss_mask": 0.2865118943154812, "loss_rpn_cls": 0.06457408121787012, "loss_rpn_loc": 0.08725735086773057, "loss_sem_seg": 0.39812626503407955, "lr": 0.02, "mask_rcnn/accuracy": 0.8817351951382758, "mask_rcnn/false_negative": 0.09740897999675716, "mask_rcnn/false_positive": 0.14002723522011595, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5629114035000384, "total_loss": 1.4368007987504825} {"data_time": 0.012887457999568142, "eta_seconds": 143298.2459039905, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.5505050505050505, "fast_rcnn/fg_cls_accuracy": 0.3402777777777778, "iteration": 16619, "loss_box_reg": 0.26119725382886827, "loss_cls": 0.28202668065205216, "loss_mask": 0.299611147493124, "loss_rpn_cls": 0.05723400437273085, "loss_rpn_loc": 0.07872502790996805, "loss_sem_seg": 0.4340788824483752, "lr": 0.02, "mask_rcnn/accuracy": 0.8688154205134435, "mask_rcnn/false_negative": 0.11584881487285502, "mask_rcnn/false_positive": 0.15518083243508418, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5591973129994585, "total_loss": 1.4574148088577203} {"data_time": 0.012982562499928463, "eta_seconds": 143299.08912001006, "fast_rcnn/cls_accuracy": 0.9091796875, "fast_rcnn/false_negative": 0.436982044198895, "fast_rcnn/fg_cls_accuracy": 0.508201414135631, "iteration": 16639, "loss_box_reg": 0.28024055529385805, "loss_cls": 0.2781560216099024, "loss_mask": 0.30277242232114077, "loss_rpn_cls": 0.05751020443858579, "loss_rpn_loc": 0.08007128856843337, "loss_sem_seg": 0.4026620623189956, "lr": 0.02, "mask_rcnn/accuracy": 0.8703483350485152, "mask_rcnn/false_negative": 0.10765402485296807, "mask_rcnn/false_positive": 0.1658709522011027, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5744449685007567, "total_loss": 1.4076032782904804} {"data_time": 0.01336282600004779, "eta_seconds": 143242.52474006955, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.5164688920927137, "fast_rcnn/fg_cls_accuracy": 0.4295634920634921, "iteration": 16659, "loss_box_reg": 0.2550532119348645, "loss_cls": 0.25857121031731367, "loss_mask": 0.299386041238904, "loss_rpn_cls": 0.05344532214803621, "loss_rpn_loc": 0.07681165094254538, "loss_sem_seg": 0.44035326037555933, "lr": 0.02, "mask_rcnn/accuracy": 0.8740402985341118, "mask_rcnn/false_negative": 0.11447182812912193, "mask_rcnn/false_positive": 0.13765386024897375, "roi_head/num_bg_samples": 456.25, "roi_head/num_fg_samples": 55.75, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5545614720003869, "total_loss": 1.3965434122947045} {"data_time": 0.012569743499625474, "eta_seconds": 143231.21646191954, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.44187584924551243, "fast_rcnn/fg_cls_accuracy": 0.5380136568711132, "iteration": 16679, "loss_box_reg": 0.28648744616657495, "loss_cls": 0.27464340766891837, "loss_mask": 0.2999893738888204, "loss_rpn_cls": 0.060986741504166275, "loss_rpn_loc": 0.08810048751183785, "loss_sem_seg": 0.4537966069765389, "lr": 0.02, "mask_rcnn/accuracy": 0.8585417460037073, "mask_rcnn/false_negative": 0.11322262972901587, "mask_rcnn/false_positive": 0.15840159678783527, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5669193825006005, "total_loss": 1.4798630899749696} {"data_time": 0.0126426659999197, "eta_seconds": 143234.33430874607, "fast_rcnn/cls_accuracy": 0.90771484375, "fast_rcnn/false_negative": 0.4991956241956242, "fast_rcnn/fg_cls_accuracy": 0.38749485808309336, "iteration": 16699, "loss_box_reg": 0.29365714406594634, "loss_cls": 0.3017378323711455, "loss_mask": 0.29984772112220526, "loss_rpn_cls": 0.06320589757524431, "loss_rpn_loc": 0.07802964188158512, "loss_sem_seg": 0.41852940572425723, "lr": 0.02, "mask_rcnn/accuracy": 0.8849717031240649, "mask_rcnn/false_negative": 0.1074534712389007, "mask_rcnn/false_positive": 0.13572260681443263, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.562392169499617, "total_loss": 1.45166788372444} {"data_time": 0.012039883000397822, "eta_seconds": 143280.4791536679, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.45585874799357945, "fast_rcnn/fg_cls_accuracy": 0.4497645211930926, "iteration": 16719, "loss_box_reg": 0.2775046322494745, "loss_cls": 0.3018025401979685, "loss_mask": 0.3064710106700659, "loss_rpn_cls": 0.05650070443516597, "loss_rpn_loc": 0.08860370697220787, "loss_sem_seg": 0.44457282964140177, "lr": 0.02, "mask_rcnn/accuracy": 0.8836051441251674, "mask_rcnn/false_negative": 0.08380539820153202, "mask_rcnn/false_positive": 0.1375970700359762, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5778128940009992, "total_loss": 1.4819875805987976} {"data_time": 0.012827629000639718, "eta_seconds": 143334.74814887863, "fast_rcnn/cls_accuracy": 0.900390625, "fast_rcnn/false_negative": 0.47514589256322015, "fast_rcnn/fg_cls_accuracy": 0.46934464055617153, "iteration": 16739, "loss_box_reg": 0.27754224673844874, "loss_cls": 0.29453322221525013, "loss_mask": 0.2997604189440608, "loss_rpn_cls": 0.0685181652661413, "loss_rpn_loc": 0.10580647160531953, "loss_sem_seg": 0.42204963602125645, "lr": 0.02, "mask_rcnn/accuracy": 0.8751702822890769, "mask_rcnn/false_negative": 0.12964962100893423, "mask_rcnn/false_positive": 0.14420343805243835, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5580913220001094, "total_loss": 1.4825453172670677} {"data_time": 0.012865264499851037, "eta_seconds": 143375.26326996135, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.43796992481203006, "fast_rcnn/fg_cls_accuracy": 0.5534242232086239, "iteration": 16759, "loss_box_reg": 0.2649364417884499, "loss_cls": 0.2736846499610692, "loss_mask": 0.2926649861037731, "loss_rpn_cls": 0.055248987569939345, "loss_rpn_loc": 0.08976862885174341, "loss_sem_seg": 0.4258003132417798, "lr": 0.02, "mask_rcnn/accuracy": 0.870834565710342, "mask_rcnn/false_negative": 0.10799361890754838, "mask_rcnn/false_positive": 0.14651020890872296, "roi_head/num_bg_samples": 458.25, "roi_head/num_fg_samples": 53.75, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 0.5715987944995504, "total_loss": 1.4009381577488966} {"data_time": 0.012319389499680256, "eta_seconds": 143352.5640897582, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.48893805309734517, "fast_rcnn/fg_cls_accuracy": 0.4476263336365892, "iteration": 16779, "loss_box_reg": 0.2719447482377291, "loss_cls": 0.2853010017424822, "loss_mask": 0.30698845349252224, "loss_rpn_cls": 0.06593042443273589, "loss_rpn_loc": 0.09693066327599809, "loss_sem_seg": 0.3848422598093748, "lr": 0.02, "mask_rcnn/accuracy": 0.8862726398162952, "mask_rcnn/false_negative": 0.08099134955864702, "mask_rcnn/false_positive": 0.1560254469807339, "roi_head/num_bg_samples": 456.75, "roi_head/num_fg_samples": 55.25, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.570614492000459, "total_loss": 1.4350470272474922} {"data_time": 0.012963807500455005, "eta_seconds": 143347.76586499246, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.49182734443470644, "fast_rcnn/fg_cls_accuracy": 0.4877142857142857, "iteration": 16799, "loss_box_reg": 0.25735133327543736, "loss_cls": 0.27594058169052005, "loss_mask": 0.31331111304461956, "loss_rpn_cls": 0.06308702832393465, "loss_rpn_loc": 0.098171190766152, "loss_sem_seg": 0.40766126121161506, "lr": 0.02, "mask_rcnn/accuracy": 0.8631011655708308, "mask_rcnn/false_negative": 0.11836693083498613, "mask_rcnn/false_positive": 0.15393538380527352, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.5646372764995249, "total_loss": 1.4410470189759508} {"data_time": 0.012263469000572513, "eta_seconds": 143460.27283553546, "fast_rcnn/cls_accuracy": 0.90234375, "fast_rcnn/false_negative": 0.49467733403861414, "fast_rcnn/fg_cls_accuracy": 0.4522240947857617, "iteration": 16819, "loss_box_reg": 0.29412517976015806, "loss_cls": 0.271730971056968, "loss_mask": 0.3072743583470583, "loss_rpn_cls": 0.06161610770504922, "loss_rpn_loc": 0.08233455615118146, "loss_sem_seg": 0.40687333419919014, "lr": 0.02, "mask_rcnn/accuracy": 0.8572854807906769, "mask_rcnn/false_negative": 0.1358259809667367, "mask_rcnn/false_positive": 0.16015697397466772, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5746915475001515, "total_loss": 1.4343855502229417} {"data_time": 0.012864121999882627, "eta_seconds": 143389.23446705038, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.4519686262328182, "fast_rcnn/fg_cls_accuracy": 0.4589153208206023, "iteration": 16839, "loss_box_reg": 0.27966372296214104, "loss_cls": 0.2898185416124761, "loss_mask": 0.31435152143239975, "loss_rpn_cls": 0.05921263841446489, "loss_rpn_loc": 0.07747129804920405, "loss_sem_seg": 0.46758650802075863, "lr": 0.02, "mask_rcnn/accuracy": 0.8737935547559088, "mask_rcnn/false_negative": 0.10409938670894524, "mask_rcnn/false_positive": 0.1557107597176034, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.5594975905005413, "total_loss": 1.5113014511298388} {"data_time": 0.013792713999464468, "eta_seconds": 143370.5268653054, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.3754047689137474, "fast_rcnn/fg_cls_accuracy": 0.5740740740740741, "iteration": 16859, "loss_box_reg": 0.2611733351368457, "loss_cls": 0.29220336047001183, "loss_mask": 0.3067638222128153, "loss_rpn_cls": 0.06280922377482057, "loss_rpn_loc": 0.08736665590549819, "loss_sem_seg": 0.4633088055998087, "lr": 0.02, "mask_rcnn/accuracy": 0.8749439665202097, "mask_rcnn/false_negative": 0.09823162801477378, "mask_rcnn/false_positive": 0.1425997406899489, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5596370239991302, "total_loss": 1.46732760197483} {"data_time": 0.013100492000376107, "eta_seconds": 143330.00937293263, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.5216419901293852, "fast_rcnn/fg_cls_accuracy": 0.45181405895691606, "iteration": 16879, "loss_box_reg": 0.24604264763183892, "loss_cls": 0.24886841885745525, "loss_mask": 0.2986492030322552, "loss_rpn_cls": 0.06602143496274948, "loss_rpn_loc": 0.090766767563764, "loss_sem_seg": 0.4744209460914135, "lr": 0.02, "mask_rcnn/accuracy": 0.8759839650145773, "mask_rcnn/false_negative": 0.11089085374971808, "mask_rcnn/false_positive": 0.15625439047872625, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5690656685001159, "total_loss": 1.4190782236255473} {"data_time": 0.012906229500003974, "eta_seconds": 143347.8722140454, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.4400401821097451, "fast_rcnn/fg_cls_accuracy": 0.5414169134108471, "iteration": 16899, "loss_box_reg": 0.2521550639066845, "loss_cls": 0.26348612690344453, "loss_mask": 0.29803679697215557, "loss_rpn_cls": 0.06512791611021385, "loss_rpn_loc": 0.08819032671453897, "loss_sem_seg": 0.40386878605932, "lr": 0.02, "mask_rcnn/accuracy": 0.8839028138035758, "mask_rcnn/false_negative": 0.1023335888751197, "mask_rcnn/false_positive": 0.12331752332417492, "roi_head/num_bg_samples": 459.0, "roi_head/num_fg_samples": 53.0, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5690716155013433, "total_loss": 1.392719872877933} {"data_time": 0.01249687849849579, "eta_seconds": 143403.60970803554, "fast_rcnn/cls_accuracy": 0.90625, "fast_rcnn/false_negative": 0.4833103130755064, "fast_rcnn/fg_cls_accuracy": 0.47975656077348067, "iteration": 16919, "loss_box_reg": 0.2836971855722368, "loss_cls": 0.31134998705238104, "loss_mask": 0.2907726466655731, "loss_rpn_cls": 0.055805828189477324, "loss_rpn_loc": 0.09317287290468812, "loss_sem_seg": 0.401429514400661, "lr": 0.02, "mask_rcnn/accuracy": 0.8642218986903372, "mask_rcnn/false_negative": 0.12284236353799537, "mask_rcnn/false_positive": 0.1478482317099709, "roi_head/num_bg_samples": 429.0, "roi_head/num_fg_samples": 83.0, "rpn/num_neg_anchors": 203.0, "rpn/num_pos_anchors": 53.0, "time": 0.5717960384999969, "total_loss": 1.5007189298048615} {"data_time": 0.01218246500047826, "eta_seconds": 143460.31038153308, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.46142606662770314, "fast_rcnn/fg_cls_accuracy": 0.4470072166407245, "iteration": 16939, "loss_box_reg": 0.28211673302575946, "loss_cls": 0.2899159761145711, "loss_mask": 0.2975920559838414, "loss_rpn_cls": 0.06659843190573156, "loss_rpn_loc": 0.09689625608734787, "loss_sem_seg": 0.4025468472391367, "lr": 0.02, "mask_rcnn/accuracy": 0.8612829767963697, "mask_rcnn/false_negative": 0.10089293597298746, "mask_rcnn/false_positive": 0.16621939177429718, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.5546762154999669, "total_loss": 1.4201064503286034} {"data_time": 0.01291445350034337, "eta_seconds": 143370.31382523675, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.44122560225074736, "fast_rcnn/fg_cls_accuracy": 0.5294981640146879, "iteration": 16959, "loss_box_reg": 0.27930556517094374, "loss_cls": 0.3002693084999919, "loss_mask": 0.29985536355525255, "loss_rpn_cls": 0.06458057014970109, "loss_rpn_loc": 0.09493572669452988, "loss_sem_seg": 0.4530080631375313, "lr": 0.02, "mask_rcnn/accuracy": 0.8693730797092398, "mask_rcnn/false_negative": 0.09601633550788702, "mask_rcnn/false_positive": 0.1553456031941881, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5615004430001136, "total_loss": 1.4719435240258463} {"data_time": 0.011755908501072554, "eta_seconds": 143273.38427688257, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.39205653021442494, "fast_rcnn/fg_cls_accuracy": 0.5463525835866261, "iteration": 16979, "loss_box_reg": 0.27520249085500836, "loss_cls": 0.28816851880401373, "loss_mask": 0.29485104884952307, "loss_rpn_cls": 0.0723308629821986, "loss_rpn_loc": 0.09161113161826506, "loss_sem_seg": 0.3814465356990695, "lr": 0.02, "mask_rcnn/accuracy": 0.8659559734058034, "mask_rcnn/false_negative": 0.11682619107730322, "mask_rcnn/false_positive": 0.1288694696029169, "roi_head/num_bg_samples": 457.75, "roi_head/num_fg_samples": 54.25, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5628600824993555, "total_loss": 1.3598963685217313} {"data_time": 0.012830280500566005, "eta_seconds": 143305.970743759, "fast_rcnn/cls_accuracy": 0.90576171875, "fast_rcnn/false_negative": 0.4855930963873044, "fast_rcnn/fg_cls_accuracy": 0.4499963042353463, "iteration": 16999, "loss_box_reg": 0.2593513233587146, "loss_cls": 0.2800583387725055, "loss_mask": 0.2986239241436124, "loss_rpn_cls": 0.05513353197602555, "loss_rpn_loc": 0.08819716316065751, "loss_sem_seg": 0.4413229050114751, "lr": 0.02, "mask_rcnn/accuracy": 0.8774842560274262, "mask_rcnn/false_negative": 0.08517867722219163, "mask_rcnn/false_positive": 0.1540658609142359, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5709603389996118, "total_loss": 1.4144473897467833} {"data_time": 0.012458574000447697, "eta_seconds": 143287.28328893025, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.4871031746031746, "fast_rcnn/fg_cls_accuracy": 0.5, "iteration": 17019, "loss_box_reg": 0.2797231823205948, "loss_cls": 0.29121118411421776, "loss_mask": 0.3018366899341345, "loss_rpn_cls": 0.061005378724075854, "loss_rpn_loc": 0.0802238384494558, "loss_sem_seg": 0.42984485533088446, "lr": 0.02, "mask_rcnn/accuracy": 0.8811365946754641, "mask_rcnn/false_negative": 0.1105335577392172, "mask_rcnn/false_positive": 0.13631388271317846, "roi_head/num_bg_samples": 458.25, "roi_head/num_fg_samples": 53.75, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.572484680499656, "total_loss": 1.4396569074015133} {"data_time": 0.012588124000103562, "eta_seconds": 143403.6203698831, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.44805194805194803, "fast_rcnn/fg_cls_accuracy": 0.5317294801132132, "iteration": 17039, "loss_box_reg": 0.2600241261534393, "loss_cls": 0.2618479887023568, "loss_mask": 0.2891353713348508, "loss_rpn_cls": 0.05937995875137858, "loss_rpn_loc": 0.09510608381242491, "loss_sem_seg": 0.42612483352422714, "lr": 0.02, "mask_rcnn/accuracy": 0.881416443626631, "mask_rcnn/false_negative": 0.10133944468549091, "mask_rcnn/false_positive": 0.14768618211075127, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5604318335008429, "total_loss": 1.4410681848821696} {"data_time": 0.012046191000990802, "eta_seconds": 143320.5614528926, "fast_rcnn/cls_accuracy": 0.9072265625, "fast_rcnn/false_negative": 0.4292763157894737, "fast_rcnn/fg_cls_accuracy": 0.5284640171858217, "iteration": 17059, "loss_box_reg": 0.25895938090980053, "loss_cls": 0.29785382514819503, "loss_mask": 0.30075354874134064, "loss_rpn_cls": 0.06316235626582056, "loss_rpn_loc": 0.0780676087597385, "loss_sem_seg": 0.4481364991515875, "lr": 0.02, "mask_rcnn/accuracy": 0.8644602577873255, "mask_rcnn/false_negative": 0.12594294030997688, "mask_rcnn/false_positive": 0.13655637397704867, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.5571710069998517, "total_loss": 1.4387374796788208} {"data_time": 0.012608809499397466, "eta_seconds": 143325.78153625724, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.4205574912891986, "fast_rcnn/fg_cls_accuracy": 0.5518024032042723, "iteration": 17079, "loss_box_reg": 0.2702464896719903, "loss_cls": 0.27310600876808167, "loss_mask": 0.29427379462867975, "loss_rpn_cls": 0.058703775284811854, "loss_rpn_loc": 0.08653953782049939, "loss_sem_seg": 0.45848592929542065, "lr": 0.02, "mask_rcnn/accuracy": 0.8856568596091084, "mask_rcnn/false_negative": 0.08936959959479077, "mask_rcnn/false_positive": 0.1357063277693423, "roi_head/num_bg_samples": 458.5, "roi_head/num_fg_samples": 53.5, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5674849315000756, "total_loss": 1.4549556993297301} {"data_time": 0.012812539999686123, "eta_seconds": 143249.32829145892, "fast_rcnn/cls_accuracy": 0.888671875, "fast_rcnn/false_negative": 0.5424440298507462, "fast_rcnn/fg_cls_accuracy": 0.42611852433281006, "iteration": 17099, "loss_box_reg": 0.2681092000566423, "loss_cls": 0.2992574917152524, "loss_mask": 0.3002796033397317, "loss_rpn_cls": 0.060495801153592765, "loss_rpn_loc": 0.07717177842278033, "loss_sem_seg": 0.4784215120598674, "lr": 0.02, "mask_rcnn/accuracy": 0.8501371539995308, "mask_rcnn/false_negative": 0.12708276001332872, "mask_rcnn/false_positive": 0.17983645415064448, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.5676035625001532, "total_loss": 1.4548523821868002} {"data_time": 0.012330863000897807, "eta_seconds": 143340.92363215942, "fast_rcnn/cls_accuracy": 0.9111328125, "fast_rcnn/false_negative": 0.5245215311004785, "fast_rcnn/fg_cls_accuracy": 0.4220875221762271, "iteration": 17119, "loss_box_reg": 0.27302676858380437, "loss_cls": 0.29361513000912964, "loss_mask": 0.30832580476999283, "loss_rpn_cls": 0.0647015988943167, "loss_rpn_loc": 0.08368011162383482, "loss_sem_seg": 0.45641391910612583, "lr": 0.02, "mask_rcnn/accuracy": 0.8734915751569041, "mask_rcnn/false_negative": 0.1151855203738897, "mask_rcnn/false_positive": 0.14337037602480984, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5832362735009156, "total_loss": 1.4501006582286209} {"data_time": 0.012929921000250033, "eta_seconds": 143219.31583685018, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.4981757877280265, "fast_rcnn/fg_cls_accuracy": 0.4297534068786502, "iteration": 17139, "loss_box_reg": 0.2549085640348494, "loss_cls": 0.2739499406889081, "loss_mask": 0.30024742614477873, "loss_rpn_cls": 0.06093876122031361, "loss_rpn_loc": 0.07441213499987498, "loss_sem_seg": 0.4463724847882986, "lr": 0.02, "mask_rcnn/accuracy": 0.8553527404431922, "mask_rcnn/false_negative": 0.11835119533001448, "mask_rcnn/false_positive": 0.15628409278389901, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5492972494994319, "total_loss": 1.4498188685975038} {"data_time": 0.011779834500885045, "eta_seconds": 143139.13527828295, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.3945945945945946, "fast_rcnn/fg_cls_accuracy": 0.5094594594594595, "iteration": 17159, "loss_box_reg": 0.270271296845749, "loss_cls": 0.25802965136244893, "loss_mask": 0.3022649195045233, "loss_rpn_cls": 0.06439097141264938, "loss_rpn_loc": 0.09101055283099413, "loss_sem_seg": 0.4459484191611409, "lr": 0.02, "mask_rcnn/accuracy": 0.8670511644447919, "mask_rcnn/false_negative": 0.11921578590837176, "mask_rcnn/false_positive": 0.1486864098808061, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5566168904997539, "total_loss": 1.482927298231516} {"data_time": 0.013491044001057162, "eta_seconds": 143204.01432961883, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.4530791788856305, "fast_rcnn/fg_cls_accuracy": 0.5236842105263158, "iteration": 17179, "loss_box_reg": 0.2693520113825798, "loss_cls": 0.26017615385353565, "loss_mask": 0.2942111687734723, "loss_rpn_cls": 0.06193346809595823, "loss_rpn_loc": 0.07480797506286763, "loss_sem_seg": 0.4065717766061425, "lr": 0.02, "mask_rcnn/accuracy": 0.8695831685878525, "mask_rcnn/false_negative": 0.10961540732152075, "mask_rcnn/false_positive": 0.1527587528365511, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5714542489995438, "total_loss": 1.4262850348895881} {"data_time": 0.012336357000094722, "eta_seconds": 143185.33211081012, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.41812499999999997, "fast_rcnn/fg_cls_accuracy": 0.5246739130434783, "iteration": 17199, "loss_box_reg": 0.25791687425225973, "loss_cls": 0.26328406715765595, "loss_mask": 0.285828297957778, "loss_rpn_cls": 0.05910005501937121, "loss_rpn_loc": 0.0850473566679284, "loss_sem_seg": 0.37033779127523303, "lr": 0.02, "mask_rcnn/accuracy": 0.8886964775889359, "mask_rcnn/false_negative": 0.09671001861693043, "mask_rcnn/false_positive": 0.1559602072917479, "roi_head/num_bg_samples": 457.25, "roi_head/num_fg_samples": 54.75, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.554464883500259, "total_loss": 1.3490983350930037} {"data_time": 0.013123839498803136, "eta_seconds": 143174.0042021301, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.4601280055353745, "fast_rcnn/fg_cls_accuracy": 0.4979674796747967, "iteration": 17219, "loss_box_reg": 0.27047398360446095, "loss_cls": 0.2777686617337167, "loss_mask": 0.3006482822820544, "loss_rpn_cls": 0.06538806750904769, "loss_rpn_loc": 0.09433483975590207, "loss_sem_seg": 0.45945627707988024, "lr": 0.02, "mask_rcnn/accuracy": 0.8787809026049445, "mask_rcnn/false_negative": 0.10168590271814022, "mask_rcnn/false_positive": 0.14223100194300703, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5763501735000318, "total_loss": 1.4071692771103699} {"data_time": 0.012870307500634226, "eta_seconds": 143133.07671658433, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.4431404958677686, "fast_rcnn/fg_cls_accuracy": 0.5181182453909727, "iteration": 17239, "loss_box_reg": 0.2705738004297018, "loss_cls": 0.28900386905297637, "loss_mask": 0.2953155618160963, "loss_rpn_cls": 0.056832497590221465, "loss_rpn_loc": 0.08066840464016423, "loss_sem_seg": 0.3900970108807087, "lr": 0.02, "mask_rcnn/accuracy": 0.8685526757725033, "mask_rcnn/false_negative": 0.11734010978865908, "mask_rcnn/false_positive": 0.1362532838799193, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5569024574997457, "total_loss": 1.4331078724644613} {"data_time": 0.01314153850034927, "eta_seconds": 143065.80743485704, "fast_rcnn/cls_accuracy": 0.90771484375, "fast_rcnn/false_negative": 0.4689668927004388, "fast_rcnn/fg_cls_accuracy": 0.46479663394109394, "iteration": 17259, "loss_box_reg": 0.2403790419921279, "loss_cls": 0.25224369391798973, "loss_mask": 0.2904922142624855, "loss_rpn_cls": 0.0599457023490686, "loss_rpn_loc": 0.08324199425987899, "loss_sem_seg": 0.42808218766003847, "lr": 0.02, "mask_rcnn/accuracy": 0.8600702951921243, "mask_rcnn/false_negative": 0.12898642519360143, "mask_rcnn/false_positive": 0.15844763756604957, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 193.5, "rpn/num_pos_anchors": 62.5, "time": 0.5622618645002149, "total_loss": 1.3473730444093235} {"data_time": 0.013330062500244821, "eta_seconds": 142975.22187013878, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.3910873440285205, "fast_rcnn/fg_cls_accuracy": 0.561325614482657, "iteration": 17279, "loss_box_reg": 0.2739524464122951, "loss_cls": 0.27837648149579763, "loss_mask": 0.314063536003232, "loss_rpn_cls": 0.05874277709517628, "loss_rpn_loc": 0.09813980234321207, "loss_sem_seg": 0.42360538616776466, "lr": 0.02, "mask_rcnn/accuracy": 0.8832387096261388, "mask_rcnn/false_negative": 0.11207165767664379, "mask_rcnn/false_positive": 0.11964596135428202, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.5579889065002135, "total_loss": 1.430582757864613} {"data_time": 0.012679968499469396, "eta_seconds": 142826.6441160032, "fast_rcnn/cls_accuracy": 0.90771484375, "fast_rcnn/false_negative": 0.5163773337700622, "fast_rcnn/fg_cls_accuracy": 0.40288220551378445, "iteration": 17299, "loss_box_reg": 0.26943688839673996, "loss_cls": 0.26792529155500233, "loss_mask": 0.29341817647218704, "loss_rpn_cls": 0.06473059335257858, "loss_rpn_loc": 0.09831811528420076, "loss_sem_seg": 0.42494877497665584, "lr": 0.02, "mask_rcnn/accuracy": 0.86490128082483, "mask_rcnn/false_negative": 0.11987898814165063, "mask_rcnn/false_positive": 0.14640990315301342, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.5481432879996646, "total_loss": 1.4098389012215193} {"data_time": 0.013353425499190053, "eta_seconds": 142687.54113819203, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.4669928549238894, "fast_rcnn/fg_cls_accuracy": 0.4469111969111969, "iteration": 17319, "loss_box_reg": 0.28538544476032257, "loss_cls": 0.27730732411146164, "loss_mask": 0.29670021310448647, "loss_rpn_cls": 0.06126456684432924, "loss_rpn_loc": 0.0873529096134007, "loss_sem_seg": 0.436998438090086, "lr": 0.02, "mask_rcnn/accuracy": 0.8734493838981215, "mask_rcnn/false_negative": 0.1015432626615441, "mask_rcnn/false_positive": 0.14453388700250736, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.5546305415000461, "total_loss": 1.4622342662187293} {"data_time": 0.013231713499408215, "eta_seconds": 142744.36667745348, "fast_rcnn/cls_accuracy": 0.91015625, "fast_rcnn/false_negative": 0.4622596153846154, "fast_rcnn/fg_cls_accuracy": 0.5153201219512196, "iteration": 17339, "loss_box_reg": 0.2901234938763082, "loss_cls": 0.302761297672987, "loss_mask": 0.31481238175183535, "loss_rpn_cls": 0.06760631105862558, "loss_rpn_loc": 0.09408158203586936, "loss_sem_seg": 0.40750525798648596, "lr": 0.02, "mask_rcnn/accuracy": 0.8626646809354048, "mask_rcnn/false_negative": 0.13044680849488977, "mask_rcnn/false_positive": 0.15007180110919438, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5713243734990101, "total_loss": 1.4935545902699232} {"data_time": 0.011754530500184046, "eta_seconds": 142769.52020956602, "fast_rcnn/cls_accuracy": 0.904296875, "fast_rcnn/false_negative": 0.4424385138670853, "fast_rcnn/fg_cls_accuracy": 0.5399159663865546, "iteration": 17359, "loss_box_reg": 0.26288978196680546, "loss_cls": 0.27263925317674875, "loss_mask": 0.29201760422438383, "loss_rpn_cls": 0.05757720989640802, "loss_rpn_loc": 0.080317463260144, "loss_sem_seg": 0.3589895376935601, "lr": 0.02, "mask_rcnn/accuracy": 0.8669087375781428, "mask_rcnn/false_negative": 0.1262995600984303, "mask_rcnn/false_positive": 0.1382214862489111, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5691222320001543, "total_loss": 1.3807367550616618} {"data_time": 0.012374112499855983, "eta_seconds": 142739.32818237683, "fast_rcnn/cls_accuracy": 0.91064453125, "fast_rcnn/false_negative": 0.4319890417940877, "fast_rcnn/fg_cls_accuracy": 0.46213269447024885, "iteration": 17379, "loss_box_reg": 0.2763515315018594, "loss_cls": 0.2914432883262634, "loss_mask": 0.3132691765204072, "loss_rpn_cls": 0.06533869064878672, "loss_rpn_loc": 0.10228998854290694, "loss_sem_seg": 0.38886603945866227, "lr": 0.02, "mask_rcnn/accuracy": 0.8640173974995404, "mask_rcnn/false_negative": 0.10872571448776376, "mask_rcnn/false_positive": 0.14413725273087125, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5654973825003253, "total_loss": 1.4462415399611928} {"data_time": 0.012955736500771309, "eta_seconds": 142808.60811555345, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.4180657196154398, "fast_rcnn/fg_cls_accuracy": 0.44031311154598823, "iteration": 17399, "loss_box_reg": 0.26469325367361307, "loss_cls": 0.26862445939332247, "loss_mask": 0.29439360089600086, "loss_rpn_cls": 0.05653702115523629, "loss_rpn_loc": 0.08314362808596343, "loss_sem_seg": 0.39624333567917347, "lr": 0.02, "mask_rcnn/accuracy": 0.8551193593875906, "mask_rcnn/false_negative": 0.11017292273427542, "mask_rcnn/false_positive": 0.15924273207412332, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.578011460000198, "total_loss": 1.3814013789524324} {"data_time": 0.012169334499958495, "eta_seconds": 142772.89517387273, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.5133831310301898, "fast_rcnn/fg_cls_accuracy": 0.4570332480818414, "iteration": 17419, "loss_box_reg": 0.26114253874402493, "loss_cls": 0.2584802582859993, "loss_mask": 0.30723146814852953, "loss_rpn_cls": 0.06237562317983247, "loss_rpn_loc": 0.08375424332916737, "loss_sem_seg": 0.4492533877491951, "lr": 0.02, "mask_rcnn/accuracy": 0.8622118068925684, "mask_rcnn/false_negative": 0.11969721073284548, "mask_rcnn/false_positive": 0.1634520914255986, "roi_head/num_bg_samples": 460.5, "roi_head/num_fg_samples": 51.5, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5646330360004868, "total_loss": 1.4452596295886906} {"data_time": 0.01378870749977068, "eta_seconds": 142806.02096606453, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.41109977902430733, "fast_rcnn/fg_cls_accuracy": 0.4343358864188306, "iteration": 17439, "loss_box_reg": 0.2730480218306184, "loss_cls": 0.29073141934350133, "loss_mask": 0.29062584787607193, "loss_rpn_cls": 0.0595836800057441, "loss_rpn_loc": 0.08941861547646113, "loss_sem_seg": 0.4350304836407304, "lr": 0.02, "mask_rcnn/accuracy": 0.8683487770108043, "mask_rcnn/false_negative": 0.12796482976825818, "mask_rcnn/false_positive": 0.12229563157275572, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.558656888499172, "total_loss": 1.4519405859173276} {"data_time": 0.012316200499299157, "eta_seconds": 142804.07882325808, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.4292716348687678, "fast_rcnn/fg_cls_accuracy": 0.5707283651312323, "iteration": 17459, "loss_box_reg": 0.2600545287132263, "loss_cls": 0.25445925490930676, "loss_mask": 0.29535766690969467, "loss_rpn_cls": 0.061462583602406085, "loss_rpn_loc": 0.1072641788632609, "loss_sem_seg": 0.41666946606710553, "lr": 0.02, "mask_rcnn/accuracy": 0.8803746291444261, "mask_rcnn/false_negative": 0.09451294144150194, "mask_rcnn/false_positive": 0.13010501553517984, "roi_head/num_bg_samples": 460.75, "roi_head/num_fg_samples": 51.25, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5697021824998956, "total_loss": 1.43213718404877} {"data_time": 0.012729441000374209, "eta_seconds": 142783.40369404454, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.5096329715888306, "fast_rcnn/fg_cls_accuracy": 0.42450564971751414, "iteration": 17479, "loss_box_reg": 0.26228497456759214, "loss_cls": 0.25319715635851026, "loss_mask": 0.2955656014382839, "loss_rpn_cls": 0.05639799451455474, "loss_rpn_loc": 0.07455722521990538, "loss_sem_seg": 0.38071968127042055, "lr": 0.02, "mask_rcnn/accuracy": 0.8616546927300204, "mask_rcnn/false_negative": 0.12597092092277004, "mask_rcnn/false_positive": 0.14712898468894844, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 237.0, "rpn/num_pos_anchors": 19.0, "time": 0.5509397785008332, "total_loss": 1.406293148320401} {"data_time": 0.012540553500002716, "eta_seconds": 142752.07286505343, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.4000173882802991, "fast_rcnn/fg_cls_accuracy": 0.5338414634146342, "iteration": 17499, "loss_box_reg": 0.2558952015824616, "loss_cls": 0.2527114115655422, "loss_mask": 0.2992441514506936, "loss_rpn_cls": 0.05950817003031261, "loss_rpn_loc": 0.07969254697673023, "loss_sem_seg": 0.43208113592118025, "lr": 0.02, "mask_rcnn/accuracy": 0.8770045492317009, "mask_rcnn/false_negative": 0.11807737574623164, "mask_rcnn/false_positive": 0.1315929763927124, "roi_head/num_bg_samples": 457.25, "roi_head/num_fg_samples": 54.75, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.556575567499749, "total_loss": 1.3861270544002764} {"data_time": 0.012037063499519718, "eta_seconds": 142716.36958597266, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3067738791423002, "fast_rcnn/fg_cls_accuracy": 0.6709855828983347, "iteration": 17519, "loss_box_reg": 0.2657262827269733, "loss_cls": 0.2734218504047021, "loss_mask": 0.2880138074979186, "loss_rpn_cls": 0.057875726313795894, "loss_rpn_loc": 0.08882945345249027, "loss_sem_seg": 0.4375437507405877, "lr": 0.02, "mask_rcnn/accuracy": 0.8948513067261867, "mask_rcnn/false_negative": 0.09151877082116579, "mask_rcnn/false_positive": 0.10938414185915299, "roi_head/num_bg_samples": 461.5, "roi_head/num_fg_samples": 50.5, "rpn/num_neg_anchors": 242.5, "rpn/num_pos_anchors": 13.5, "time": 0.5702816945004088, "total_loss": 1.399176960811019} {"data_time": 0.012030496000079438, "eta_seconds": 142690.99607904317, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.4373224431818182, "fast_rcnn/fg_cls_accuracy": 0.5192589875275129, "iteration": 17539, "loss_box_reg": 0.25826854072511196, "loss_cls": 0.2743676439858973, "loss_mask": 0.28696884866803885, "loss_rpn_cls": 0.0567200054647401, "loss_rpn_loc": 0.07584992915508337, "loss_sem_seg": 0.40531883481889963, "lr": 0.02, "mask_rcnn/accuracy": 0.8613996579210511, "mask_rcnn/false_negative": 0.1095795606985153, "mask_rcnn/false_positive": 0.14531385626784088, "roi_head/num_bg_samples": 463.5, "roi_head/num_fg_samples": 48.5, "rpn/num_neg_anchors": 238.0, "rpn/num_pos_anchors": 18.0, "time": 0.5711940040000627, "total_loss": 1.3452069896447938} {"data_time": 0.011834446499960904, "eta_seconds": 142718.15171475342, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.45113179606515763, "fast_rcnn/fg_cls_accuracy": 0.504601226993865, "iteration": 17559, "loss_box_reg": 0.2574644214473665, "loss_cls": 0.27533699246123433, "loss_mask": 0.30050609074532986, "loss_rpn_cls": 0.060646912897937, "loss_rpn_loc": 0.0880135566694662, "loss_sem_seg": 0.41693825647234917, "lr": 0.02, "mask_rcnn/accuracy": 0.878830275237301, "mask_rcnn/false_negative": 0.10517298144087056, "mask_rcnn/false_positive": 0.12183039332420657, "roi_head/num_bg_samples": 458.5, "roi_head/num_fg_samples": 53.5, "rpn/num_neg_anchors": 240.0, "rpn/num_pos_anchors": 16.0, "time": 0.5658510604989715, "total_loss": 1.3854099521413445} {"data_time": 0.012030767000396736, "eta_seconds": 142706.8446646534, "fast_rcnn/cls_accuracy": 0.91064453125, "fast_rcnn/false_negative": 0.4890985373011142, "fast_rcnn/fg_cls_accuracy": 0.45849200304645854, "iteration": 17579, "loss_box_reg": 0.24775032978504896, "loss_cls": 0.27219498390331864, "loss_mask": 0.27759798243641853, "loss_rpn_cls": 0.06269621636602096, "loss_rpn_loc": 0.08405340698664077, "loss_sem_seg": 0.4550592014566064, "lr": 0.02, "mask_rcnn/accuracy": 0.8555775538237272, "mask_rcnn/false_negative": 0.12660013040762796, "mask_rcnn/false_positive": 0.1568099560573532, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5631203354996615, "total_loss": 1.400460621516686} {"data_time": 0.012186189999738417, "eta_seconds": 142724.91317872805, "fast_rcnn/cls_accuracy": 0.90966796875, "fast_rcnn/false_negative": 0.46351118760757315, "fast_rcnn/fg_cls_accuracy": 0.47699757869249393, "iteration": 17599, "loss_box_reg": 0.26840446749702096, "loss_cls": 0.26067939307540655, "loss_mask": 0.3011089824140072, "loss_rpn_cls": 0.05895431211683899, "loss_rpn_loc": 0.09258223150391132, "loss_sem_seg": 0.4425864480435848, "lr": 0.02, "mask_rcnn/accuracy": 0.8606194685257189, "mask_rcnn/false_negative": 0.10957323392277724, "mask_rcnn/false_positive": 0.15651704097169256, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.5681530829997428, "total_loss": 1.4274153333972208} {"data_time": 0.012877032500000496, "eta_seconds": 142774.72252922124, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.471830985915493, "fast_rcnn/fg_cls_accuracy": 0.49163940991923105, "iteration": 17619, "loss_box_reg": 0.2774928552098572, "loss_cls": 0.2743168701417744, "loss_mask": 0.2997815739363432, "loss_rpn_cls": 0.058724429458379745, "loss_rpn_loc": 0.08195199293550104, "loss_sem_seg": 0.45568584091961384, "lr": 0.02, "mask_rcnn/accuracy": 0.8664106799548773, "mask_rcnn/false_negative": 0.10647707922224223, "mask_rcnn/false_positive": 0.16209456838329678, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.569920464500683, "total_loss": 1.5038351185503416} {"data_time": 0.011647661499409878, "eta_seconds": 142701.98389272133, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.5901234567901235, "fast_rcnn/fg_cls_accuracy": 0.3215277777777778, "iteration": 17639, "loss_box_reg": 0.26385267172008753, "loss_cls": 0.2640881957486272, "loss_mask": 0.2928672321140766, "loss_rpn_cls": 0.0651575853698887, "loss_rpn_loc": 0.08741681725950912, "loss_sem_seg": 0.4044085470959544, "lr": 0.02, "mask_rcnn/accuracy": 0.8696355426835682, "mask_rcnn/false_negative": 0.1317515737449143, "mask_rcnn/false_positive": 0.13691462207652028, "roi_head/num_bg_samples": 463.25, "roi_head/num_fg_samples": 48.75, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.561115915499613, "total_loss": 1.4161154810572043} {"data_time": 0.01403137600118498, "eta_seconds": 142765.31814326634, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.47194549862955937, "fast_rcnn/fg_cls_accuracy": 0.4632533072023518, "iteration": 17659, "loss_box_reg": 0.27239326015114784, "loss_cls": 0.26589524932205677, "loss_mask": 0.2959789829328656, "loss_rpn_cls": 0.07039705052739009, "loss_rpn_loc": 0.09440021403133869, "loss_sem_seg": 0.4671143312007189, "lr": 0.02, "mask_rcnn/accuracy": 0.8794928161247227, "mask_rcnn/false_negative": 0.11046239444276496, "mask_rcnn/false_positive": 0.14568075817687084, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5682486255000185, "total_loss": 1.5026015934854513} {"data_time": 0.01191927749914612, "eta_seconds": 142853.78737625037, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.38998211091234347, "fast_rcnn/fg_cls_accuracy": 0.5580587855297158, "iteration": 17679, "loss_box_reg": 0.2777328658849001, "loss_cls": 0.2824659179896116, "loss_mask": 0.2989111691713333, "loss_rpn_cls": 0.06829133056453429, "loss_rpn_loc": 0.07706996117485687, "loss_sem_seg": 0.43813880253583193, "lr": 0.02, "mask_rcnn/accuracy": 0.8650819103362762, "mask_rcnn/false_negative": 0.12676036199064286, "mask_rcnn/false_positive": 0.13344814963142956, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 238.5, "rpn/num_pos_anchors": 17.5, "time": 0.5770919260003211, "total_loss": 1.487610339303501} {"data_time": 0.013970636000522063, "eta_seconds": 142882.07419337425, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.4184027777777778, "fast_rcnn/fg_cls_accuracy": 0.5461956521739131, "iteration": 17699, "loss_box_reg": 0.264170334674418, "loss_cls": 0.27614118438214064, "loss_mask": 0.3037546779960394, "loss_rpn_cls": 0.06755365408025682, "loss_rpn_loc": 0.08638011082075536, "loss_sem_seg": 0.41499559208750725, "lr": 0.02, "mask_rcnn/accuracy": 0.864609458915145, "mask_rcnn/false_negative": 0.11369512158678571, "mask_rcnn/false_positive": 0.13502501881000645, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5560721735000698, "total_loss": 1.428293211676646} {"data_time": 0.012468440999327868, "eta_seconds": 142768.47593285723, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.4582232893157263, "fast_rcnn/fg_cls_accuracy": 0.48757763975155277, "iteration": 17719, "loss_box_reg": 0.25970462732948363, "loss_cls": 0.261208503972739, "loss_mask": 0.2946163476444781, "loss_rpn_cls": 0.06064351357053965, "loss_rpn_loc": 0.07254365406697616, "loss_sem_seg": 0.42951050121337175, "lr": 0.02, "mask_rcnn/accuracy": 0.8535674374052098, "mask_rcnn/false_negative": 0.11473287767058626, "mask_rcnn/false_positive": 0.1583354176742841, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5778163745007987, "total_loss": 1.3698041758616455} {"data_time": 0.012939811999785888, "eta_seconds": 142757.1577221372, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.44256120527306964, "fast_rcnn/fg_cls_accuracy": 0.49454856199905706, "iteration": 17739, "loss_box_reg": 0.26164522347971797, "loss_cls": 0.2815609024837613, "loss_mask": 0.2986433729529381, "loss_rpn_cls": 0.056058455375023186, "loss_rpn_loc": 0.09480987349525094, "loss_sem_seg": 0.39055711030960083, "lr": 0.02, "mask_rcnn/accuracy": 0.8875429417521254, "mask_rcnn/false_negative": 0.10491487609454021, "mask_rcnn/false_positive": 0.12954681728031664, "roi_head/num_bg_samples": 460.0, "roi_head/num_fg_samples": 52.0, "rpn/num_neg_anchors": 235.75, "rpn/num_pos_anchors": 20.25, "time": 0.5612952794999728, "total_loss": 1.4059150397661142} {"data_time": 0.012089918000128819, "eta_seconds": 142634.39527543267, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.43426077468630664, "fast_rcnn/fg_cls_accuracy": 0.5521059487624838, "iteration": 17759, "loss_box_reg": 0.2615670342929661, "loss_cls": 0.27835697680711746, "loss_mask": 0.30625982489436865, "loss_rpn_cls": 0.056336220644880086, "loss_rpn_loc": 0.06710994924651459, "loss_sem_seg": 0.4118231483735144, "lr": 0.02, "mask_rcnn/accuracy": 0.8681004634338922, "mask_rcnn/false_negative": 0.10506335210626708, "mask_rcnn/false_positive": 0.1508635958503891, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5645427725003174, "total_loss": 1.3911148168845102} {"data_time": 0.01316548800059536, "eta_seconds": 142613.73127631922, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.43086268086268087, "fast_rcnn/fg_cls_accuracy": 0.518395390070922, "iteration": 17779, "loss_box_reg": 0.24729870539158583, "loss_cls": 0.2529905396513641, "loss_mask": 0.29220198653638363, "loss_rpn_cls": 0.05920364195480943, "loss_rpn_loc": 0.07947033579694107, "loss_sem_seg": 0.4068367830477655, "lr": 0.02, "mask_rcnn/accuracy": 0.8776584869291812, "mask_rcnn/false_negative": 0.13538665908761405, "mask_rcnn/false_positive": 0.13189883529528323, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5697909554992293, "total_loss": 1.3654137684497982} {"data_time": 0.012237518500114675, "eta_seconds": 142639.271227667, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.4406797331109258, "fast_rcnn/fg_cls_accuracy": 0.523480788445817, "iteration": 17799, "loss_box_reg": 0.2672949410043657, "loss_cls": 0.29776172153651714, "loss_mask": 0.30191925913095474, "loss_rpn_cls": 0.06664258847013116, "loss_rpn_loc": 0.09773975575808436, "loss_sem_seg": 0.4264107532799244, "lr": 0.02, "mask_rcnn/accuracy": 0.8596983366379887, "mask_rcnn/false_negative": 0.10524455241065778, "mask_rcnn/false_positive": 0.16719908665559424, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5744491294990439, "total_loss": 1.406680109037552} {"data_time": 0.011875070499627327, "eta_seconds": 142544.7393124319, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.4503013979735796, "fast_rcnn/fg_cls_accuracy": 0.4834486166007905, "iteration": 17819, "loss_box_reg": 0.2651394451968372, "loss_cls": 0.2761820526793599, "loss_mask": 0.30492724664509296, "loss_rpn_cls": 0.06478692532982677, "loss_rpn_loc": 0.08858698623953387, "loss_sem_seg": 0.38589569786563516, "lr": 0.02, "mask_rcnn/accuracy": 0.8569937715345879, "mask_rcnn/false_negative": 0.1191045812741062, "mask_rcnn/false_positive": 0.20098016067677743, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5602033514996947, "total_loss": 1.3746892753406428} {"data_time": 0.012665758000366623, "eta_seconds": 142559.85301335336, "fast_rcnn/cls_accuracy": 0.9111328125, "fast_rcnn/false_negative": 0.46176422961703506, "fast_rcnn/fg_cls_accuracy": 0.5017713365539452, "iteration": 17839, "loss_box_reg": 0.25378760881721973, "loss_cls": 0.24130707094445825, "loss_mask": 0.29810147639364004, "loss_rpn_cls": 0.07017426536185667, "loss_rpn_loc": 0.09037331951549277, "loss_sem_seg": 0.3890208499506116, "lr": 0.02, "mask_rcnn/accuracy": 0.8636973644206286, "mask_rcnn/false_negative": 0.11433616694610055, "mask_rcnn/false_positive": 0.16199219001540383, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.5629689535007856, "total_loss": 1.4012451922753826} {"data_time": 0.012208516999635322, "eta_seconds": 142548.54596325336, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.3711333055902344, "fast_rcnn/fg_cls_accuracy": 0.564849493688445, "iteration": 17859, "loss_box_reg": 0.24733808217570186, "loss_cls": 0.27401523338630795, "loss_mask": 0.293098789639771, "loss_rpn_cls": 0.05695353780174628, "loss_rpn_loc": 0.08889385446673259, "loss_sem_seg": 0.41327253775671124, "lr": 0.02, "mask_rcnn/accuracy": 0.8730212000301285, "mask_rcnn/false_negative": 0.11468457982111077, "mask_rcnn/false_positive": 0.13053201550945023, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5538384635001421, "total_loss": 1.382872325484641} {"data_time": 0.012625907500478206, "eta_seconds": 142594.0250085869, "fast_rcnn/cls_accuracy": 0.9072265625, "fast_rcnn/false_negative": 0.5243786880303226, "fast_rcnn/fg_cls_accuracy": 0.3809044178938594, "iteration": 17879, "loss_box_reg": 0.2801631689071655, "loss_cls": 0.2972952467389405, "loss_mask": 0.29637126391753554, "loss_rpn_cls": 0.06306829076493159, "loss_rpn_loc": 0.08975292215473019, "loss_sem_seg": 0.4096045605838299, "lr": 0.02, "mask_rcnn/accuracy": 0.8665638465290033, "mask_rcnn/false_negative": 0.11585691091381534, "mask_rcnn/false_positive": 0.17721577795527968, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.5720852204995026, "total_loss": 1.4448276024777442} {"data_time": 0.013163922999410715, "eta_seconds": 142616.3234329811, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.46448275862068966, "fast_rcnn/fg_cls_accuracy": 0.43349007314524557, "iteration": 17899, "loss_box_reg": 0.24253966566175222, "loss_cls": 0.26502401381731033, "loss_mask": 0.2980876648798585, "loss_rpn_cls": 0.05269867554306984, "loss_rpn_loc": 0.07245612348197028, "loss_sem_seg": 0.3669850330334157, "lr": 0.02, "mask_rcnn/accuracy": 0.8604623209303013, "mask_rcnn/false_negative": 0.11233431676182398, "mask_rcnn/false_positive": 0.16903155634694322, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5716180555000392, "total_loss": 1.3148740197211737} {"data_time": 0.012090604000150051, "eta_seconds": 142534.57084804922, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.4420189136892595, "fast_rcnn/fg_cls_accuracy": 0.4935697949083274, "iteration": 17919, "loss_box_reg": 0.2939131963066757, "loss_cls": 0.283600521273911, "loss_mask": 0.2909335205331445, "loss_rpn_cls": 0.0702399417059496, "loss_rpn_loc": 0.10729064734186977, "loss_sem_seg": 0.4259848524816334, "lr": 0.02, "mask_rcnn/accuracy": 0.880509834821153, "mask_rcnn/false_negative": 0.10308160637562801, "mask_rcnn/false_positive": 0.1165532455003788, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5640484804989683, "total_loss": 1.4613410744350404} {"data_time": 0.012416913499691873, "eta_seconds": 142490.3593067938, "fast_rcnn/cls_accuracy": 0.90673828125, "fast_rcnn/false_negative": 0.5046992481203008, "fast_rcnn/fg_cls_accuracy": 0.4652777777777778, "iteration": 17939, "loss_box_reg": 0.2615894079208374, "loss_cls": 0.2892107032239437, "loss_mask": 0.2967231450602412, "loss_rpn_cls": 0.06522715103346854, "loss_rpn_loc": 0.08374551613815129, "loss_sem_seg": 0.4691608832217753, "lr": 0.02, "mask_rcnn/accuracy": 0.8589240160349854, "mask_rcnn/false_negative": 0.1152225177193645, "mask_rcnn/false_positive": 0.1659705813114592, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.5547210029999405, "total_loss": 1.5030453657382168} {"data_time": 0.013131329000316327, "eta_seconds": 142491.65873749412, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.4460227272727273, "fast_rcnn/fg_cls_accuracy": 0.4494949494949495, "iteration": 17959, "loss_box_reg": 0.2559869959950447, "loss_cls": 0.28243852499872446, "loss_mask": 0.2917254799976945, "loss_rpn_cls": 0.06423479079967365, "loss_rpn_loc": 0.08978605456650257, "loss_sem_seg": 0.442569712176919, "lr": 0.02, "mask_rcnn/accuracy": 0.8914364475022604, "mask_rcnn/false_negative": 0.0932484660091856, "mask_rcnn/false_positive": 0.1417681566572712, "roi_head/num_bg_samples": 480.25, "roi_head/num_fg_samples": 31.75, "rpn/num_neg_anchors": 241.75, "rpn/num_pos_anchors": 14.25, "time": 0.5580989099998988, "total_loss": 1.387290982354898} {"data_time": 0.012657630000830977, "eta_seconds": 142467.7472629938, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.4956754886697803, "fast_rcnn/fg_cls_accuracy": 0.4549731182795699, "iteration": 17979, "loss_box_reg": 0.2424756521359086, "loss_cls": 0.26813076343387365, "loss_mask": 0.28449699003249407, "loss_rpn_cls": 0.051366564410272986, "loss_rpn_loc": 0.08445001700602006, "loss_sem_seg": 0.39812223077751696, "lr": 0.02, "mask_rcnn/accuracy": 0.8770966198979592, "mask_rcnn/false_negative": 0.10530134803600026, "mask_rcnn/false_positive": 0.14829285343792856, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5593947190000108, "total_loss": 1.3682462276192382} {"data_time": 0.01178757849993417, "eta_seconds": 142469.0446931541, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.40930232558139534, "fast_rcnn/fg_cls_accuracy": 0.517626321974148, "iteration": 17999, "loss_box_reg": 0.2623393216636032, "loss_cls": 0.2762684584595263, "loss_mask": 0.29903704300522804, "loss_rpn_cls": 0.06750156718771905, "loss_rpn_loc": 0.08054241797071882, "loss_sem_seg": 0.4053075034171343, "lr": 0.02, "mask_rcnn/accuracy": 0.8776185908868653, "mask_rcnn/false_negative": 0.10091554557154603, "mask_rcnn/false_positive": 0.1390773162732348, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 236.75, "rpn/num_pos_anchors": 19.25, "time": 0.572049823499583, "total_loss": 1.3838303070224356} {"data_time": 0.012075929998900392, "eta_seconds": 142419.70000512307, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.46517236487445024, "fast_rcnn/fg_cls_accuracy": 0.5066289219155461, "iteration": 18019, "loss_box_reg": 0.28007697919383645, "loss_cls": 0.2845202973112464, "loss_mask": 0.30004475824534893, "loss_rpn_cls": 0.06831596547272056, "loss_rpn_loc": 0.09917124535422772, "loss_sem_seg": 0.3599308505654335, "lr": 0.02, "mask_rcnn/accuracy": 0.870836882659284, "mask_rcnn/false_negative": 0.10890284932002268, "mask_rcnn/false_positive": 0.15318327992645464, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.5598213369994482, "total_loss": 1.4073564753634855} {"data_time": 0.013747431499723461, "eta_seconds": 142433.82919729382, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.5072815533980582, "fast_rcnn/fg_cls_accuracy": 0.48208694050469697, "iteration": 18039, "loss_box_reg": 0.24882515659555793, "loss_cls": 0.25067195016890764, "loss_mask": 0.29719464387744665, "loss_rpn_cls": 0.06630770827177912, "loss_rpn_loc": 0.0904303133720532, "loss_sem_seg": 0.3950768793001771, "lr": 0.02, "mask_rcnn/accuracy": 0.8582004034802888, "mask_rcnn/false_negative": 0.10740262938768752, "mask_rcnn/false_positive": 0.16824954523036267, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.577855803499915, "total_loss": 1.3695454729022458} {"data_time": 0.012124862500968447, "eta_seconds": 142491.9110020404, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.43396884445477796, "fast_rcnn/fg_cls_accuracy": 0.5597341703479811, "iteration": 18059, "loss_box_reg": 0.2717301268130541, "loss_cls": 0.2662093974649906, "loss_mask": 0.3032546741887927, "loss_rpn_cls": 0.0626626139273867, "loss_rpn_loc": 0.0789264434715733, "loss_sem_seg": 0.439364293590188, "lr": 0.02, "mask_rcnn/accuracy": 0.8803720026135659, "mask_rcnn/false_negative": 0.08932289750359296, "mask_rcnn/false_positive": 0.1515895889719327, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5675587109990374, "total_loss": 1.4568502913461998} {"data_time": 0.012691249000454263, "eta_seconds": 142514.495442541, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.4878388278388278, "fast_rcnn/fg_cls_accuracy": 0.46083112290008843, "iteration": 18079, "loss_box_reg": 0.24885801644995809, "loss_cls": 0.26542603550478816, "loss_mask": 0.29490851052105427, "loss_rpn_cls": 0.05784283189859707, "loss_rpn_loc": 0.07279941288288683, "loss_sem_seg": 0.4344911761581898, "lr": 0.02, "mask_rcnn/accuracy": 0.8584201655286174, "mask_rcnn/false_negative": 0.1283202005561665, "mask_rcnn/false_positive": 0.15960968054166055, "roi_head/num_bg_samples": 459.0, "roi_head/num_fg_samples": 53.0, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5691695645000436, "total_loss": 1.3771745502017438} {"data_time": 0.012252691500179935, "eta_seconds": 142432.79315455924, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.40678799803246435, "fast_rcnn/fg_cls_accuracy": 0.5130222649807586, "iteration": 18099, "loss_box_reg": 0.2625862716813572, "loss_cls": 0.2704942892305553, "loss_mask": 0.3030316261574626, "loss_rpn_cls": 0.06513309199362993, "loss_rpn_loc": 0.09638301620725542, "loss_sem_seg": 0.4309067642316222, "lr": 0.02, "mask_rcnn/accuracy": 0.8680697746388275, "mask_rcnn/false_negative": 0.11231488593568545, "mask_rcnn/false_positive": 0.1399709515488441, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 208.0, "rpn/num_pos_anchors": 48.0, "time": 0.5517564640003911, "total_loss": 1.454859784571454} {"data_time": 0.012501913999585668, "eta_seconds": 142388.6051096938, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.3284649776453055, "fast_rcnn/fg_cls_accuracy": 0.6402157164869029, "iteration": 18119, "loss_box_reg": 0.24764625867828727, "loss_cls": 0.25436698785051703, "loss_mask": 0.29125289991497993, "loss_rpn_cls": 0.07495353172998875, "loss_rpn_loc": 0.10017892124596983, "loss_sem_seg": 0.425522293895483, "lr": 0.02, "mask_rcnn/accuracy": 0.9082225702438698, "mask_rcnn/false_negative": 0.08508201875063748, "mask_rcnn/false_positive": 0.11585721357732963, "roi_head/num_bg_samples": 456.5, "roi_head/num_fg_samples": 55.5, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5599496215008912, "total_loss": 1.390841024927795} {"data_time": 0.012925695499689027, "eta_seconds": 142480.55277906096, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.4498680268226566, "fast_rcnn/fg_cls_accuracy": 0.48897058823529416, "iteration": 18139, "loss_box_reg": 0.26601549284532666, "loss_cls": 0.2767892754636705, "loss_mask": 0.29380909260362387, "loss_rpn_cls": 0.058795649791136384, "loss_rpn_loc": 0.08407187429838814, "loss_sem_seg": 0.42448138259351254, "lr": 0.02, "mask_rcnn/accuracy": 0.8528552425027229, "mask_rcnn/false_negative": 0.13779998147854972, "mask_rcnn/false_positive": 0.16271539657605774, "roi_head/num_bg_samples": 458.5, "roi_head/num_fg_samples": 53.5, "rpn/num_neg_anchors": 237.0, "rpn/num_pos_anchors": 19.0, "time": 0.5674798650006778, "total_loss": 1.3886422376672272} {"data_time": 0.012671898000007786, "eta_seconds": 142532.75764302362, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.4590909090909091, "fast_rcnn/fg_cls_accuracy": 0.49007936507936506, "iteration": 18159, "loss_box_reg": 0.2609667330980301, "loss_cls": 0.28015189385041595, "loss_mask": 0.3055884465575218, "loss_rpn_cls": 0.07033067714655772, "loss_rpn_loc": 0.09664250916102901, "loss_sem_seg": 0.38777344673871994, "lr": 0.02, "mask_rcnn/accuracy": 0.8572510333247223, "mask_rcnn/false_negative": 0.1048152114677601, "mask_rcnn/false_positive": 0.1493623370997982, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5589839195008608, "total_loss": 1.4043628063518554} {"data_time": 0.013546276500164822, "eta_seconds": 142387.55862411927, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.42346141830677914, "fast_rcnn/fg_cls_accuracy": 0.5086493098025511, "iteration": 18179, "loss_box_reg": 0.2768299588933587, "loss_cls": 0.2820484936237335, "loss_mask": 0.3001354709267616, "loss_rpn_cls": 0.05754206475103274, "loss_rpn_loc": 0.07822988252155483, "loss_sem_seg": 0.39372810907661915, "lr": 0.02, "mask_rcnn/accuracy": 0.8673174584736318, "mask_rcnn/false_negative": 0.1073925153441761, "mask_rcnn/false_positive": 0.1558639096066709, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5616279865007527, "total_loss": 1.3962485742522404} {"data_time": 0.01331633750032779, "eta_seconds": 142376.24999150925, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.4845986402671756, "fast_rcnn/fg_cls_accuracy": 0.4655539772727273, "iteration": 18199, "loss_box_reg": 0.2476962232030928, "loss_cls": 0.2688177255913615, "loss_mask": 0.29121939558535814, "loss_rpn_cls": 0.05800353686208837, "loss_rpn_loc": 0.08695531298872083, "loss_sem_seg": 0.43137340107932687, "lr": 0.02, "mask_rcnn/accuracy": 0.8614687049740866, "mask_rcnn/false_negative": 0.11948262147774678, "mask_rcnn/false_positive": 0.18040652591981393, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 204.25, "rpn/num_pos_anchors": 51.75, "time": 0.561563274000946, "total_loss": 1.3700620455201715} {"data_time": 0.011719845500010706, "eta_seconds": 142344.66744928408, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.29474910543396854, "fast_rcnn/fg_cls_accuracy": 0.655533279871692, "iteration": 18219, "loss_box_reg": 0.256869132630527, "loss_cls": 0.28054363443516195, "loss_mask": 0.2811088990420103, "loss_rpn_cls": 0.06035451826755889, "loss_rpn_loc": 0.07933731458615512, "loss_sem_seg": 0.44010409619659185, "lr": 0.02, "mask_rcnn/accuracy": 0.8823615292774086, "mask_rcnn/false_negative": 0.10012084708421376, "mask_rcnn/false_positive": 0.12443538259792256, "roi_head/num_bg_samples": 459.25, "roi_head/num_fg_samples": 52.75, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5633089860002656, "total_loss": 1.4062442936119623} {"data_time": 0.013247512000816641, "eta_seconds": 142306.44239269328, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.5001063264221159, "fast_rcnn/fg_cls_accuracy": 0.4565789473684211, "iteration": 18239, "loss_box_reg": 0.25623018527403474, "loss_cls": 0.2795930337160826, "loss_mask": 0.2921453947201371, "loss_rpn_cls": 0.061008959310129285, "loss_rpn_loc": 0.08602938492549583, "loss_sem_seg": 0.39513970678672194, "lr": 0.02, "mask_rcnn/accuracy": 0.881156555542571, "mask_rcnn/false_negative": 0.08569228567882858, "mask_rcnn/false_positive": 0.13493956939288085, "roi_head/num_bg_samples": 458.25, "roi_head/num_fg_samples": 53.75, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5568285009994725, "total_loss": 1.4166760946100112} {"data_time": 0.012358636499811837, "eta_seconds": 142332.94548288287, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.4559137087670889, "fast_rcnn/fg_cls_accuracy": 0.5054795950318338, "iteration": 18259, "loss_box_reg": 0.2530777300707996, "loss_cls": 0.2650848049670458, "loss_mask": 0.3034251071512699, "loss_rpn_cls": 0.06523556367028505, "loss_rpn_loc": 0.08726410509552807, "loss_sem_seg": 0.3992645563557744, "lr": 0.02, "mask_rcnn/accuracy": 0.8685139591822626, "mask_rcnn/false_negative": 0.10554445343285948, "mask_rcnn/false_positive": 0.13505285667828348, "roi_head/num_bg_samples": 456.25, "roi_head/num_fg_samples": 55.75, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5690064560012615, "total_loss": 1.462272268414381} {"data_time": 0.012958570499904454, "eta_seconds": 142321.63759537286, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.3981660231660232, "fast_rcnn/fg_cls_accuracy": 0.5388323716975403, "iteration": 18279, "loss_box_reg": 0.2565565831027925, "loss_cls": 0.26474454114213586, "loss_mask": 0.29209420271217823, "loss_rpn_cls": 0.07061017368687317, "loss_rpn_loc": 0.10215550620341673, "loss_sem_seg": 0.42117617931216955, "lr": 0.02, "mask_rcnn/accuracy": 0.8697972559810441, "mask_rcnn/false_negative": 0.10230466325252506, "mask_rcnn/false_positive": 0.15607697755627314, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5578325244996449, "total_loss": 1.3954700461472385} {"data_time": 0.012621235000551678, "eta_seconds": 142356.80025650805, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.4244791666666667, "fast_rcnn/fg_cls_accuracy": 0.5044424850786761, "iteration": 18299, "loss_box_reg": 0.24009399255737662, "loss_cls": 0.2618657308630645, "loss_mask": 0.28907242976129055, "loss_rpn_cls": 0.06413263099966571, "loss_rpn_loc": 0.09061783092329279, "loss_sem_seg": 0.4501795545220375, "lr": 0.02, "mask_rcnn/accuracy": 0.87873423076127, "mask_rcnn/false_negative": 0.10401128122883238, "mask_rcnn/false_positive": 0.13441213310031075, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5643357725002716, "total_loss": 1.3776195479731541} {"data_time": 0.012236109999321343, "eta_seconds": 142371.0769580357, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.39801617873651773, "fast_rcnn/fg_cls_accuracy": 0.507077922077922, "iteration": 18319, "loss_box_reg": 0.26803848799318075, "loss_cls": 0.27252899296581745, "loss_mask": 0.3028339920565486, "loss_rpn_cls": 0.07376146415481344, "loss_rpn_loc": 0.08974536112509668, "loss_sem_seg": 0.4603232108056545, "lr": 0.02, "mask_rcnn/accuracy": 0.8495067025337382, "mask_rcnn/false_negative": 0.11720185259245189, "mask_rcnn/false_positive": 0.17130787380405058, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.5594761960010146, "total_loss": 1.48721291316906} {"data_time": 0.012189428999590746, "eta_seconds": 142334.17709644808, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.41417021276595745, "fast_rcnn/fg_cls_accuracy": 0.4610013175230566, "iteration": 18339, "loss_box_reg": 0.2708322396501899, "loss_cls": 0.27800537552684546, "loss_mask": 0.2993868198245764, "loss_rpn_cls": 0.068030794209335, "loss_rpn_loc": 0.09939681424293667, "loss_sem_seg": 0.419727785512805, "lr": 0.02, "mask_rcnn/accuracy": 0.8660356033717835, "mask_rcnn/false_negative": 0.10395738328472977, "mask_rcnn/false_positive": 0.14738528487350944, "roi_head/num_bg_samples": 465.5, "roi_head/num_fg_samples": 46.5, "rpn/num_neg_anchors": 239.5, "rpn/num_pos_anchors": 16.5, "time": 0.560617570499744, "total_loss": 1.4510958775645122} {"data_time": 0.012530529001196555, "eta_seconds": 142301.79070827583, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.4603671255736337, "fast_rcnn/fg_cls_accuracy": 0.4862987987987988, "iteration": 18359, "loss_box_reg": 0.24939875002019107, "loss_cls": 0.2728984309360385, "loss_mask": 0.3055806355550885, "loss_rpn_cls": 0.05884501792024821, "loss_rpn_loc": 0.07944491528905928, "loss_sem_seg": 0.40339774591848254, "lr": 0.02, "mask_rcnn/accuracy": 0.8733900757272606, "mask_rcnn/false_negative": 0.10296178028236463, "mask_rcnn/false_positive": 0.16210674517498253, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5738052824999613, "total_loss": 1.372027778008487} {"data_time": 0.012785510499270458, "eta_seconds": 142290.48080323584, "fast_rcnn/cls_accuracy": 0.8994140625, "fast_rcnn/false_negative": 0.5362654320987654, "fast_rcnn/fg_cls_accuracy": 0.4333112874779541, "iteration": 18379, "loss_box_reg": 0.2789771342650056, "loss_cls": 0.29479031916707754, "loss_mask": 0.3066933359950781, "loss_rpn_cls": 0.06972955231321976, "loss_rpn_loc": 0.07504069388960488, "loss_sem_seg": 0.43999344017356634, "lr": 0.02, "mask_rcnn/accuracy": 0.8566758056413105, "mask_rcnn/false_negative": 0.1196755377928467, "mask_rcnn/false_positive": 0.1687450131623497, "roi_head/num_bg_samples": 433.0, "roi_head/num_fg_samples": 79.0, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.5639397064996956, "total_loss": 1.494566732129897} {"data_time": 0.012552473500363703, "eta_seconds": 142159.45373343106, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.462748643761302, "fast_rcnn/fg_cls_accuracy": 0.4823418729193805, "iteration": 18399, "loss_box_reg": 0.262757979799062, "loss_cls": 0.26090097101405263, "loss_mask": 0.2931637763977051, "loss_rpn_cls": 0.058943708427250385, "loss_rpn_loc": 0.08392481814371422, "loss_sem_seg": 0.4238970335572958, "lr": 0.02, "mask_rcnn/accuracy": 0.8769411884380326, "mask_rcnn/false_negative": 0.12310472772624398, "mask_rcnn/false_positive": 0.1293622829093524, "roi_head/num_bg_samples": 463.25, "roi_head/num_fg_samples": 48.75, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5580543739997665, "total_loss": 1.4151307774009183} {"data_time": 0.012979668499610852, "eta_seconds": 142204.6984385833, "fast_rcnn/cls_accuracy": 0.8974609375, "fast_rcnn/false_negative": 0.47808916229968856, "fast_rcnn/fg_cls_accuracy": 0.4604136604136604, "iteration": 18419, "loss_box_reg": 0.26460107369348407, "loss_cls": 0.2841468923725188, "loss_mask": 0.3064028797671199, "loss_rpn_cls": 0.05898021557368338, "loss_rpn_loc": 0.08946435162215494, "loss_sem_seg": 0.41862345207482576, "lr": 0.02, "mask_rcnn/accuracy": 0.8549999251900173, "mask_rcnn/false_negative": 0.11407236900083334, "mask_rcnn/false_positive": 0.16505382920522493, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 200.5, "rpn/num_pos_anchors": 55.5, "time": 0.5699614494988055, "total_loss": 1.412799663899932} {"data_time": 0.01253933199950552, "eta_seconds": 142240.19509525006, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.4804924242424242, "fast_rcnn/fg_cls_accuracy": 0.4996434937611408, "iteration": 18439, "loss_box_reg": 0.27629172150045633, "loss_cls": 0.2933750133961439, "loss_mask": 0.30058937612921, "loss_rpn_cls": 0.06814657198265195, "loss_rpn_loc": 0.08977947849780321, "loss_sem_seg": 0.4049629895016551, "lr": 0.02, "mask_rcnn/accuracy": 0.872024790685505, "mask_rcnn/false_negative": 0.10118446872974474, "mask_rcnn/false_positive": 0.15588593950484247, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5695027389983807, "total_loss": 1.4238227035966702} {"data_time": 0.012967238999408437, "eta_seconds": 142182.0886710033, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3733969891274045, "fast_rcnn/fg_cls_accuracy": 0.5126603876603877, "iteration": 18459, "loss_box_reg": 0.273792068939656, "loss_cls": 0.2895212797448039, "loss_mask": 0.2856120662763715, "loss_rpn_cls": 0.05719914939254522, "loss_rpn_loc": 0.08388458687113598, "loss_sem_seg": 0.45940144173800945, "lr": 0.02, "mask_rcnn/accuracy": 0.8897535840178767, "mask_rcnn/false_negative": 0.0838068873551, "mask_rcnn/false_positive": 0.14544841622880722, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5541764475010496, "total_loss": 1.4983550208853558} {"data_time": 0.012562621499455418, "eta_seconds": 142254.9960362381, "fast_rcnn/cls_accuracy": 0.9072265625, "fast_rcnn/false_negative": 0.4897636426833507, "fast_rcnn/fg_cls_accuracy": 0.46273291925465837, "iteration": 18479, "loss_box_reg": 0.28589898091740906, "loss_cls": 0.288795490632765, "loss_mask": 0.3067415952682495, "loss_rpn_cls": 0.06507722043897957, "loss_rpn_loc": 0.0955911660566926, "loss_sem_seg": 0.3761155311949551, "lr": 0.02, "mask_rcnn/accuracy": 0.8687651846452866, "mask_rcnn/false_negative": 0.12636776701353739, "mask_rcnn/false_positive": 0.14772091789225636, "roi_head/num_bg_samples": 430.25, "roi_head/num_fg_samples": 81.75, "rpn/num_neg_anchors": 207.5, "rpn/num_pos_anchors": 48.5, "time": 0.5743405389994223, "total_loss": 1.4235525329131633} {"data_time": 0.01285524150080164, "eta_seconds": 142306.25413242076, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.4482919254658385, "fast_rcnn/fg_cls_accuracy": 0.49727195225916454, "iteration": 18499, "loss_box_reg": 0.2611129842698574, "loss_cls": 0.26604290516115725, "loss_mask": 0.28417955804616213, "loss_rpn_cls": 0.058925933903083205, "loss_rpn_loc": 0.08524860211764462, "loss_sem_seg": 0.4330823002383113, "lr": 0.02, "mask_rcnn/accuracy": 0.8680779857874908, "mask_rcnn/false_negative": 0.09350189704994903, "mask_rcnn/false_positive": 0.13946262976149884, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5743057810004757, "total_loss": 1.4164445740752853} {"data_time": 0.01313126100012596, "eta_seconds": 142251.586024724, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.4393184267241379, "fast_rcnn/fg_cls_accuracy": 0.4601449275362319, "iteration": 18519, "loss_box_reg": 0.2853416819125414, "loss_cls": 0.28425085498020053, "loss_mask": 0.30475889053195715, "loss_rpn_cls": 0.06725535710575059, "loss_rpn_loc": 0.09781232418026775, "loss_sem_seg": 0.3974869349040091, "lr": 0.02, "mask_rcnn/accuracy": 0.8623020704493919, "mask_rcnn/false_negative": 0.12525584837498677, "mask_rcnn/false_positive": 0.1299092156708937, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5614685175005434, "total_loss": 1.43545356427785} {"data_time": 0.01262956650043634, "eta_seconds": 142041.69265611924, "fast_rcnn/cls_accuracy": 0.9072265625, "fast_rcnn/false_negative": 0.5071428571428571, "fast_rcnn/fg_cls_accuracy": 0.46298701298701295, "iteration": 18539, "loss_box_reg": 0.26803194358944893, "loss_cls": 0.286453896202147, "loss_mask": 0.2981587559916079, "loss_rpn_cls": 0.058039557887241244, "loss_rpn_loc": 0.0917501081712544, "loss_sem_seg": 0.44483360182493925, "lr": 0.02, "mask_rcnn/accuracy": 0.8733416060818541, "mask_rcnn/false_negative": 0.10320429095404038, "mask_rcnn/false_positive": 0.15094980316336493, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5534443589995135, "total_loss": 1.4336522356024943} {"data_time": 0.012961884499418375, "eta_seconds": 142010.8314723731, "fast_rcnn/cls_accuracy": 0.8984375, "fast_rcnn/false_negative": 0.42883613202084536, "fast_rcnn/fg_cls_accuracy": 0.48983739837398377, "iteration": 18559, "loss_box_reg": 0.2776274876669049, "loss_cls": 0.27836741833016276, "loss_mask": 0.3055380554869771, "loss_rpn_cls": 0.0628950942773372, "loss_rpn_loc": 0.08803668164182454, "loss_sem_seg": 0.4483166884165257, "lr": 0.02, "mask_rcnn/accuracy": 0.853350141245728, "mask_rcnn/false_negative": 0.11769635875362748, "mask_rcnn/false_positive": 0.17890313920736833, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.5658862039999804, "total_loss": 1.4461861484742258} {"data_time": 0.013261983000120381, "eta_seconds": 141960.1501122287, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.40982254766145526, "fast_rcnn/fg_cls_accuracy": 0.5118741341777162, "iteration": 18579, "loss_box_reg": 0.27604922465980053, "loss_cls": 0.268195778131485, "loss_mask": 0.30875510443001986, "loss_rpn_cls": 0.05869317939504981, "loss_rpn_loc": 0.09927618614165112, "loss_sem_seg": 0.3741771262139082, "lr": 0.02, "mask_rcnn/accuracy": 0.8740769412187888, "mask_rcnn/false_negative": 0.11179360611259678, "mask_rcnn/false_positive": 0.15990857479381532, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.554754852500082, "total_loss": 1.424144406337291} {"data_time": 0.012554844499391038, "eta_seconds": 141887.4688827618, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.46928418803418803, "fast_rcnn/fg_cls_accuracy": 0.5117413632119514, "iteration": 18599, "loss_box_reg": 0.25525924656540155, "loss_cls": 0.2671250500716269, "loss_mask": 0.2892666617408395, "loss_rpn_cls": 0.0547241227759514, "loss_rpn_loc": 0.07708617579191923, "loss_sem_seg": 0.46649653278291225, "lr": 0.02, "mask_rcnn/accuracy": 0.887617867361197, "mask_rcnn/false_negative": 0.1017044014635572, "mask_rcnn/false_positive": 0.11859173421746205, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5647687649998261, "total_loss": 1.4237237220513634} {"data_time": 0.012529012999948463, "eta_seconds": 141840.30970139103, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.42139077853363566, "fast_rcnn/fg_cls_accuracy": 0.5163494674185464, "iteration": 18619, "loss_box_reg": 0.23699949961155653, "loss_cls": 0.233868935611099, "loss_mask": 0.286612166557461, "loss_rpn_cls": 0.05276338959811255, "loss_rpn_loc": 0.06422526063397527, "loss_sem_seg": 0.44561521522700787, "lr": 0.02, "mask_rcnn/accuracy": 0.8743007729674662, "mask_rcnn/false_negative": 0.10940627654249356, "mask_rcnn/false_positive": 0.14585008907292998, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 236.75, "rpn/num_pos_anchors": 19.25, "time": 0.5581538835003812, "total_loss": 1.3051308120775502} {"data_time": 0.012026357000650023, "eta_seconds": 141841.61196793336, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.48059908998988876, "fast_rcnn/fg_cls_accuracy": 0.50778245742538, "iteration": 18639, "loss_box_reg": 0.24038900923915207, "loss_cls": 0.2594981682486832, "loss_mask": 0.28968949522823095, "loss_rpn_cls": 0.05409740752656944, "loss_rpn_loc": 0.07369455066509545, "loss_sem_seg": 0.44814271200448275, "lr": 0.02, "mask_rcnn/accuracy": 0.8557273181011535, "mask_rcnn/false_negative": 0.0992704046654151, "mask_rcnn/false_positive": 0.18094924494778988, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5674972619999608, "total_loss": 1.3655046036001295} {"data_time": 0.01241342649973376, "eta_seconds": 141844.2090250409, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.43673758865248224, "fast_rcnn/fg_cls_accuracy": 0.5299290780141844, "iteration": 18659, "loss_box_reg": 0.2579110385850072, "loss_cls": 0.2726912093348801, "loss_mask": 0.2961418814957142, "loss_rpn_cls": 0.06286280514905229, "loss_rpn_loc": 0.10641792006208561, "loss_sem_seg": 0.4434046223759651, "lr": 0.02, "mask_rcnn/accuracy": 0.860859666447224, "mask_rcnn/false_negative": 0.11509723193908451, "mask_rcnn/false_positive": 0.16653987850529733, "roi_head/num_bg_samples": 457.5, "roi_head/num_fg_samples": 54.5, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.5826039145013056, "total_loss": 1.4195408267551102} {"data_time": 0.012991138999495888, "eta_seconds": 141858.363382279, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.5283292978208232, "fast_rcnn/fg_cls_accuracy": 0.4258474576271186, "iteration": 18679, "loss_box_reg": 0.2588381040841341, "loss_cls": 0.27832944761030376, "loss_mask": 0.30071585439145565, "loss_rpn_cls": 0.06465205101994798, "loss_rpn_loc": 0.08584702608641237, "loss_sem_seg": 0.4113418934866786, "lr": 0.02, "mask_rcnn/accuracy": 0.8659045036596057, "mask_rcnn/false_negative": 0.11445671047302794, "mask_rcnn/false_positive": 0.139079322610178, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5769636585000626, "total_loss": 1.392147925653262} {"data_time": 0.012305643500440056, "eta_seconds": 141892.39436384864, "fast_rcnn/cls_accuracy": 0.90234375, "fast_rcnn/false_negative": 0.47989329511068646, "fast_rcnn/fg_cls_accuracy": 0.49812868291129164, "iteration": 18699, "loss_box_reg": 0.2795594152994454, "loss_cls": 0.27611192339099944, "loss_mask": 0.29323863331228495, "loss_rpn_cls": 0.06326516016270034, "loss_rpn_loc": 0.07833354195463471, "loss_sem_seg": 0.3837229139171541, "lr": 0.02, "mask_rcnn/accuracy": 0.8710171606202577, "mask_rcnn/false_negative": 0.0915749472448408, "mask_rcnn/false_positive": 0.1609253344873623, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5617035289997148, "total_loss": 1.4107455365883652} {"data_time": 0.013896702000238292, "eta_seconds": 141810.34804517092, "fast_rcnn/cls_accuracy": 0.9033203125, "fast_rcnn/false_negative": 0.49232627540144946, "fast_rcnn/fg_cls_accuracy": 0.46212339229185573, "iteration": 18719, "loss_box_reg": 0.26027877535670996, "loss_cls": 0.25864078663289547, "loss_mask": 0.2787767415866256, "loss_rpn_cls": 0.05486965778982267, "loss_rpn_loc": 0.08645807346329093, "loss_sem_seg": 0.4432786926627159, "lr": 0.02, "mask_rcnn/accuracy": 0.8873926511598428, "mask_rcnn/false_negative": 0.08189932910667938, "mask_rcnn/false_positive": 0.141899853508377, "roi_head/num_bg_samples": 431.75, "roi_head/num_fg_samples": 80.25, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.562850004500433, "total_loss": 1.3937077175651211} {"data_time": 0.012666968000303314, "eta_seconds": 141869.8091143886, "fast_rcnn/cls_accuracy": 0.908203125, "fast_rcnn/false_negative": 0.4492784930441545, "fast_rcnn/fg_cls_accuracy": 0.5002898550724638, "iteration": 18739, "loss_box_reg": 0.26903055142611265, "loss_cls": 0.29420998273417354, "loss_mask": 0.2916653170250356, "loss_rpn_cls": 0.050999790080823004, "loss_rpn_loc": 0.08057562221074477, "loss_sem_seg": 0.44484213180840015, "lr": 0.02, "mask_rcnn/accuracy": 0.8546830563329011, "mask_rcnn/false_negative": 0.10997535353186413, "mask_rcnn/false_positive": 0.16333355332756883, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5698474669998177, "total_loss": 1.4283781332778744} {"data_time": 0.013003538500015566, "eta_seconds": 141917.42220310925, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.39887852822580644, "fast_rcnn/fg_cls_accuracy": 0.535834942084942, "iteration": 18759, "loss_box_reg": 0.2673094723140821, "loss_cls": 0.25702882232144475, "loss_mask": 0.29606914706528187, "loss_rpn_cls": 0.04918499296763912, "loss_rpn_loc": 0.0821521311881952, "loss_sem_seg": 0.41362234950065613, "lr": 0.02, "mask_rcnn/accuracy": 0.8696160942055393, "mask_rcnn/false_negative": 0.11221953984173813, "mask_rcnn/false_positive": 0.14260604944756194, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.5672698680000394, "total_loss": 1.380171658936888} {"data_time": 0.01348181050070707, "eta_seconds": 141906.12488919924, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.5746086956521739, "fast_rcnn/fg_cls_accuracy": 0.33792235217673816, "iteration": 18779, "loss_box_reg": 0.26169934403151274, "loss_cls": 0.266595141030848, "loss_mask": 0.3069423818960786, "loss_rpn_cls": 0.05958970420761034, "loss_rpn_loc": 0.08602692215936258, "loss_sem_seg": 0.38119484460912645, "lr": 0.02, "mask_rcnn/accuracy": 0.8591628980040096, "mask_rcnn/false_negative": 0.10558335347299597, "mask_rcnn/false_positive": 0.17623419537110313, "roi_head/num_bg_samples": 460.25, "roi_head/num_fg_samples": 51.75, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5655164629997671, "total_loss": 1.3981052234303206} {"data_time": 0.01314173650007433, "eta_seconds": 141894.82757528924, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.5326747720364742, "fast_rcnn/fg_cls_accuracy": 0.4128672745694022, "iteration": 18799, "loss_box_reg": 0.28811127273365855, "loss_cls": 0.2949359752237797, "loss_mask": 0.3159832898527384, "loss_rpn_cls": 0.06881613266887143, "loss_rpn_loc": 0.09849419607780874, "loss_sem_seg": 0.416807116009295, "lr": 0.02, "mask_rcnn/accuracy": 0.8631669488989866, "mask_rcnn/false_negative": 0.11478678457866749, "mask_rcnn/false_positive": 0.18820977369700242, "roi_head/num_bg_samples": 462.0, "roi_head/num_fg_samples": 50.0, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5662105984993104, "total_loss": 1.5137936369283125} {"data_time": 0.012967876499715203, "eta_seconds": 141926.11787417115, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.4355555555555556, "fast_rcnn/fg_cls_accuracy": 0.5240506329113924, "iteration": 18819, "loss_box_reg": 0.27252851286903024, "loss_cls": 0.2619014121592045, "loss_mask": 0.2970431735739112, "loss_rpn_cls": 0.05920383194461465, "loss_rpn_loc": 0.07843992055859417, "loss_sem_seg": 0.41918237786740065, "lr": 0.02, "mask_rcnn/accuracy": 0.8684909270422732, "mask_rcnn/false_negative": 0.11725212534725662, "mask_rcnn/false_positive": 0.17208641300508976, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5756905400003234, "total_loss": 1.4465733745601028} {"data_time": 0.012429473499651067, "eta_seconds": 141914.81716927118, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.4651140191759523, "fast_rcnn/fg_cls_accuracy": 0.4900881057268722, "iteration": 18839, "loss_box_reg": 0.2759846318513155, "loss_cls": 0.29144253162667155, "loss_mask": 0.30240043764933944, "loss_rpn_cls": 0.06503758282633498, "loss_rpn_loc": 0.0907214175676927, "loss_sem_seg": 0.44799106381833553, "lr": 0.02, "mask_rcnn/accuracy": 0.866913913427288, "mask_rcnn/false_negative": 0.13152339063209617, "mask_rcnn/false_positive": 0.13462495836755398, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 235.75, "rpn/num_pos_anchors": 20.25, "time": 0.567661018499166, "total_loss": 1.4696663304348476} {"data_time": 0.012604568000824656, "eta_seconds": 141919.87491031352, "fast_rcnn/cls_accuracy": 0.912109375, "fast_rcnn/false_negative": 0.4658320673133107, "fast_rcnn/fg_cls_accuracy": 0.5312609559425032, "iteration": 18859, "loss_box_reg": 0.2565652718767524, "loss_cls": 0.2512196907773614, "loss_mask": 0.29254363663494587, "loss_rpn_cls": 0.05467644866439514, "loss_rpn_loc": 0.07834282517433167, "loss_sem_seg": 0.43160098884254694, "lr": 0.02, "mask_rcnn/accuracy": 0.8674515507784142, "mask_rcnn/false_negative": 0.10304314949290419, "mask_rcnn/false_positive": 0.1675645776065321, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5563023985005202, "total_loss": 1.4057098592747934} {"data_time": 0.012704282999948191, "eta_seconds": 141892.2157594712, "fast_rcnn/cls_accuracy": 0.90966796875, "fast_rcnn/false_negative": 0.4450945094509451, "fast_rcnn/fg_cls_accuracy": 0.5275089149261334, "iteration": 18879, "loss_box_reg": 0.2711672019213438, "loss_cls": 0.2736781588755548, "loss_mask": 0.30280125234276056, "loss_rpn_cls": 0.059888657298870385, "loss_rpn_loc": 0.08548202423844486, "loss_sem_seg": 0.412988506257534, "lr": 0.02, "mask_rcnn/accuracy": 0.8684143541905212, "mask_rcnn/false_negative": 0.09516067580705805, "mask_rcnn/false_positive": 0.16066954123309374, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.572373764999611, "total_loss": 1.4178771720617078} {"data_time": 0.013078811000013957, "eta_seconds": 141880.9150545712, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.4420926951047433, "fast_rcnn/fg_cls_accuracy": 0.4867249633996755, "iteration": 18899, "loss_box_reg": 0.27228039829060435, "loss_cls": 0.27954928134568036, "loss_mask": 0.30439020646736026, "loss_rpn_cls": 0.06549843738321215, "loss_rpn_loc": 0.0825413396814838, "loss_sem_seg": 0.43322873674333096, "lr": 0.02, "mask_rcnn/accuracy": 0.8593435497017217, "mask_rcnn/false_negative": 0.12386630612909516, "mask_rcnn/false_positive": 0.17172628380419908, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5712828565010568, "total_loss": 1.4860373482224531} {"data_time": 0.012366886000563682, "eta_seconds": 141852.791671721, "fast_rcnn/cls_accuracy": 0.91259765625, "fast_rcnn/false_negative": 0.44311570782159015, "fast_rcnn/fg_cls_accuracy": 0.4892840857273142, "iteration": 18919, "loss_box_reg": 0.28008913062512875, "loss_cls": 0.27677433053031564, "loss_mask": 0.3074930403381586, "loss_rpn_cls": 0.06905531941447407, "loss_rpn_loc": 0.08606891881208867, "loss_sem_seg": 0.43317862041294575, "lr": 0.02, "mask_rcnn/accuracy": 0.8685049142809833, "mask_rcnn/false_negative": 0.10661979298615867, "mask_rcnn/false_positive": 0.16663694184446773, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5610754939998515, "total_loss": 1.4709172288421541} {"data_time": 0.012273194500266982, "eta_seconds": 141906.01360322823, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.3684954751131222, "fast_rcnn/fg_cls_accuracy": 0.5479319852941176, "iteration": 18939, "loss_box_reg": 0.272298377007246, "loss_cls": 0.26301439432427287, "loss_mask": 0.28808064199984074, "loss_rpn_cls": 0.0628230080474168, "loss_rpn_loc": 0.09495397284626961, "loss_sem_seg": 0.40610877983272076, "lr": 0.02, "mask_rcnn/accuracy": 0.8905775167209741, "mask_rcnn/false_negative": 0.0897270055635535, "mask_rcnn/false_positive": 0.12705779669967054, "roi_head/num_bg_samples": 455.5, "roi_head/num_fg_samples": 56.5, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5627008594992731, "total_loss": 1.4007640840136446} {"data_time": 0.012769611999829067, "eta_seconds": 141894.70909845823, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.4054383116883117, "fast_rcnn/fg_cls_accuracy": 0.556060606060606, "iteration": 18959, "loss_box_reg": 0.2533438056707382, "loss_cls": 0.27234356105327606, "loss_mask": 0.2925444608554244, "loss_rpn_cls": 0.061652625794522464, "loss_rpn_loc": 0.08582372948876582, "loss_sem_seg": 0.44202725123614073, "lr": 0.02, "mask_rcnn/accuracy": 0.8784971188078012, "mask_rcnn/false_negative": 0.09993264456185219, "mask_rcnn/false_positive": 0.1457052922902114, "roi_head/num_bg_samples": 456.25, "roi_head/num_fg_samples": 55.75, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5622313134999786, "total_loss": 1.460806204995606} {"data_time": 0.013014465500418737, "eta_seconds": 141883.4045936882, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.5084216148847147, "fast_rcnn/fg_cls_accuracy": 0.4073109968379699, "iteration": 18979, "loss_box_reg": 0.25742386747151613, "loss_cls": 0.25900578778237104, "loss_mask": 0.2943041119724512, "loss_rpn_cls": 0.06877271452685818, "loss_rpn_loc": 0.10036832898913417, "loss_sem_seg": 0.4360370645299554, "lr": 0.02, "mask_rcnn/accuracy": 0.8652242192900724, "mask_rcnn/false_negative": 0.10170585105258265, "mask_rcnn/false_positive": 0.16041492897141885, "roi_head/num_bg_samples": 464.5, "roi_head/num_fg_samples": 47.5, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5561517129999629, "total_loss": 1.4058163217123365} {"data_time": 0.01276818450060091, "eta_seconds": 141938.3953512178, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.4916313559322034, "fast_rcnn/fg_cls_accuracy": 0.5036538052721089, "iteration": 18999, "loss_box_reg": 0.27165097976103425, "loss_cls": 0.2684920758474618, "loss_mask": 0.2973923161625862, "loss_rpn_cls": 0.061610731994733214, "loss_rpn_loc": 0.09267393406480551, "loss_sem_seg": 0.4003883320838213, "lr": 0.02, "mask_rcnn/accuracy": 0.869238280961538, "mask_rcnn/false_negative": 0.10334525073704397, "mask_rcnn/false_positive": 0.14394070859064662, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.575862643999244, "total_loss": 1.3896082391729578} {"data_time": 0.013871504998860473, "eta_seconds": 141972.75908635263, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.4095808383233533, "fast_rcnn/fg_cls_accuracy": 0.54774147357459, "iteration": 19019, "loss_box_reg": 0.26186100114136934, "loss_cls": 0.2643804750405252, "loss_mask": 0.30582887399941683, "loss_rpn_cls": 0.055632899166084826, "loss_rpn_loc": 0.09665088320616633, "loss_sem_seg": 0.4036213057115674, "lr": 0.02, "mask_rcnn/accuracy": 0.8621998534020827, "mask_rcnn/false_negative": 0.11104262610645195, "mask_rcnn/false_positive": 0.1831611532780407, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5706344999998691, "total_loss": 1.4123430422041565} {"data_time": 0.013467464498717163, "eta_seconds": 141938.27179539818, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.42941998602375964, "fast_rcnn/fg_cls_accuracy": 0.4733444692958863, "iteration": 19039, "loss_box_reg": 0.2623078259639442, "loss_cls": 0.25200128369033337, "loss_mask": 0.304576613008976, "loss_rpn_cls": 0.07712833303958178, "loss_rpn_loc": 0.09813143411884084, "loss_sem_seg": 0.4194344589486718, "lr": 0.02, "mask_rcnn/accuracy": 0.8758477825953226, "mask_rcnn/false_negative": 0.10837000056622523, "mask_rcnn/false_positive": 0.13286080137508238, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5646768579999843, "total_loss": 1.4079643440491054} {"data_time": 0.013140439999915543, "eta_seconds": 141790.5094153713, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.38961038961038963, "fast_rcnn/fg_cls_accuracy": 0.6074134199134199, "iteration": 19059, "loss_box_reg": 0.27247397415339947, "loss_cls": 0.2839890392497182, "loss_mask": 0.3031060956418514, "loss_rpn_cls": 0.0621547024929896, "loss_rpn_loc": 0.09119188360637054, "loss_sem_seg": 0.4137510024011135, "lr": 0.02, "mask_rcnn/accuracy": 0.866119513281503, "mask_rcnn/false_negative": 0.1079791593743884, "mask_rcnn/false_positive": 0.1391982185270471, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5569317245008278, "total_loss": 1.4600116875953972} {"data_time": 0.012879029500254546, "eta_seconds": 141726.70549859368, "fast_rcnn/cls_accuracy": 0.91357421875, "fast_rcnn/false_negative": 0.42615524010872846, "fast_rcnn/fg_cls_accuracy": 0.4858624793046358, "iteration": 19079, "loss_box_reg": 0.26861998764798045, "loss_cls": 0.28068519476801157, "loss_mask": 0.2923174952156842, "loss_rpn_cls": 0.06007576815318316, "loss_rpn_loc": 0.08003117353655398, "loss_sem_seg": 0.4161278260871768, "lr": 0.02, "mask_rcnn/accuracy": 0.8748917566351777, "mask_rcnn/false_negative": 0.10876883803516739, "mask_rcnn/false_positive": 0.14843618917975038, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5627322324999113, "total_loss": 1.3941647268948145} {"data_time": 0.012853507500039996, "eta_seconds": 141618.09087880724, "fast_rcnn/cls_accuracy": 0.91259765625, "fast_rcnn/false_negative": 0.5048137626262627, "fast_rcnn/fg_cls_accuracy": 0.40614161849710984, "iteration": 19099, "loss_box_reg": 0.2419633767567575, "loss_cls": 0.261600392870605, "loss_mask": 0.29233428929001093, "loss_rpn_cls": 0.05003151251003146, "loss_rpn_loc": 0.0821982998168096, "loss_sem_seg": 0.3582944916561246, "lr": 0.02, "mask_rcnn/accuracy": 0.8682735248164005, "mask_rcnn/false_negative": 0.09373848942389515, "mask_rcnn/false_positive": 0.1743690442540481, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5461694360001275, "total_loss": 1.3314103189040907} {"data_time": 0.013297658999363193, "eta_seconds": 141739.79802292102, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.510334849111203, "fast_rcnn/fg_cls_accuracy": 0.4786394241931739, "iteration": 19119, "loss_box_reg": 0.28782061487436295, "loss_cls": 0.30323021532967687, "loss_mask": 0.2987023703753948, "loss_rpn_cls": 0.062382712378166616, "loss_rpn_loc": 0.09500964730978012, "loss_sem_seg": 0.4370798631571233, "lr": 0.02, "mask_rcnn/accuracy": 0.8587234123101295, "mask_rcnn/false_negative": 0.10470782152067348, "mask_rcnn/false_positive": 0.17123004010231102, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5756503769998744, "total_loss": 1.472178729251027} {"data_time": 0.01262019549994875, "eta_seconds": 141653.5180611591, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.400591382709096, "fast_rcnn/fg_cls_accuracy": 0.5460116635366216, "iteration": 19139, "loss_box_reg": 0.2704349644482136, "loss_cls": 0.2747147553600371, "loss_mask": 0.2851388016715646, "loss_rpn_cls": 0.053819754626601934, "loss_rpn_loc": 0.08133608312346041, "loss_sem_seg": 0.4017889332026243, "lr": 0.02, "mask_rcnn/accuracy": 0.8712891491515085, "mask_rcnn/false_negative": 0.10567873179169224, "mask_rcnn/false_positive": 0.14254441204656745, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5627854955000657, "total_loss": 1.4037991152436007} {"data_time": 0.01302749949900317, "eta_seconds": 141681.51941835374, "fast_rcnn/cls_accuracy": 0.904296875, "fast_rcnn/false_negative": 0.4740169006587265, "fast_rcnn/fg_cls_accuracy": 0.4718442143930539, "iteration": 19159, "loss_box_reg": 0.28594962414354086, "loss_cls": 0.3072466254234314, "loss_mask": 0.30527030397206545, "loss_rpn_cls": 0.06607225199695677, "loss_rpn_loc": 0.0837862148473505, "loss_sem_seg": 0.38702123216353357, "lr": 0.02, "mask_rcnn/accuracy": 0.880052080525362, "mask_rcnn/false_negative": 0.11694116939255836, "mask_rcnn/false_positive": 0.12362365983447186, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5635257875001116, "total_loss": 1.5168243021180388} {"data_time": 0.011975159999565221, "eta_seconds": 141670.22289829375, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.518754076973255, "fast_rcnn/fg_cls_accuracy": 0.4252772341813438, "iteration": 19179, "loss_box_reg": 0.26366228703409433, "loss_cls": 0.2611754257231951, "loss_mask": 0.2803852930665016, "loss_rpn_cls": 0.0484390202909708, "loss_rpn_loc": 0.07930619711987674, "loss_sem_seg": 0.4108368423767388, "lr": 0.02, "mask_rcnn/accuracy": 0.8832446199633699, "mask_rcnn/false_negative": 0.10159259700703843, "mask_rcnn/false_positive": 0.1413120001128496, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 234.75, "rpn/num_pos_anchors": 21.25, "time": 0.5579905880003935, "total_loss": 1.3625313249358442} {"data_time": 0.013647017000039341, "eta_seconds": 141711.40448107143, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.455938013282868, "fast_rcnn/fg_cls_accuracy": 0.5148071027821158, "iteration": 19199, "loss_box_reg": 0.2817433853633702, "loss_cls": 0.27841111505404115, "loss_mask": 0.2991623664274812, "loss_rpn_cls": 0.0628842119476758, "loss_rpn_loc": 0.09105797493248247, "loss_sem_seg": 0.3923627217300236, "lr": 0.02, "mask_rcnn/accuracy": 0.8770343554088302, "mask_rcnn/false_negative": 0.11640761658798335, "mask_rcnn/false_positive": 0.12734403444465583, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5865216120000696, "total_loss": 1.4277429871144705} {"data_time": 0.013044713499766658, "eta_seconds": 141661.08237808195, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.4772727272727273, "fast_rcnn/fg_cls_accuracy": 0.45938375350140054, "iteration": 19219, "loss_box_reg": 0.25723107578232884, "loss_cls": 0.28012235136702657, "loss_mask": 0.2964524896815419, "loss_rpn_cls": 0.05387415661243722, "loss_rpn_loc": 0.08742739754961804, "loss_sem_seg": 0.44028016785159707, "lr": 0.02, "mask_rcnn/accuracy": 0.8755823499920199, "mask_rcnn/false_negative": 0.1024342253540026, "mask_rcnn/false_positive": 0.16564292253629864, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5522880084990902, "total_loss": 1.4324025636306033} {"data_time": 0.012788401999387133, "eta_seconds": 141816.71713534984, "fast_rcnn/cls_accuracy": 0.9140625, "fast_rcnn/false_negative": 0.47990471067394147, "fast_rcnn/fg_cls_accuracy": 0.461812865497076, "iteration": 19239, "loss_box_reg": 0.2808095598593354, "loss_cls": 0.2947487593628466, "loss_mask": 0.31103940214961767, "loss_rpn_cls": 0.06501444522291422, "loss_rpn_loc": 0.0959231830202043, "loss_sem_seg": 0.38854736369103193, "lr": 0.02, "mask_rcnn/accuracy": 0.8579265557038318, "mask_rcnn/false_negative": 0.10388686496327672, "mask_rcnn/false_positive": 0.1803184902028461, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5759506225003861, "total_loss": 1.4737040576292202} {"data_time": 0.012544581999463844, "eta_seconds": 141677.50236637145, "fast_rcnn/cls_accuracy": 0.90478515625, "fast_rcnn/false_negative": 0.5255526166635178, "fast_rcnn/fg_cls_accuracy": 0.3915264423076923, "iteration": 19259, "loss_box_reg": 0.2800373802892864, "loss_cls": 0.28768740547820926, "loss_mask": 0.3030702518299222, "loss_rpn_cls": 0.07187436334788799, "loss_rpn_loc": 0.08957568951882422, "loss_sem_seg": 0.39931355882436037, "lr": 0.02, "mask_rcnn/accuracy": 0.8567514707263804, "mask_rcnn/false_negative": 0.09871383329634256, "mask_rcnn/false_positive": 0.16041264600066524, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.5587633885006653, "total_loss": 1.4707952574826777} {"data_time": 0.011871257000166224, "eta_seconds": 141666.20166147148, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.4928571428571429, "fast_rcnn/fg_cls_accuracy": 0.4813528216556335, "iteration": 19279, "loss_box_reg": 0.2631661198101938, "loss_cls": 0.2744334067683667, "loss_mask": 0.3041140930727124, "loss_rpn_cls": 0.06082400702871382, "loss_rpn_loc": 0.08877798842149787, "loss_sem_seg": 0.3835718142800033, "lr": 0.02, "mask_rcnn/accuracy": 0.8778602252732433, "mask_rcnn/false_negative": 0.0993269646088091, "mask_rcnn/false_positive": 0.14432757661312912, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.558557497000038, "total_loss": 1.375710284919478} {"data_time": 0.011892452500433137, "eta_seconds": 141654.90095657148, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.463764404609475, "fast_rcnn/fg_cls_accuracy": 0.5180537772087068, "iteration": 19299, "loss_box_reg": 0.26896831626072526, "loss_cls": 0.28636738704517484, "loss_mask": 0.30490735452622175, "loss_rpn_cls": 0.06266829674132168, "loss_rpn_loc": 0.09474066138500348, "loss_sem_seg": 0.42730940924957395, "lr": 0.02, "mask_rcnn/accuracy": 0.8718202973416986, "mask_rcnn/false_negative": 0.11560069987475538, "mask_rcnn/false_positive": 0.15600962886589043, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.5616930000005596, "total_loss": 1.4374088887270773} {"data_time": 0.013787200999104243, "eta_seconds": 141711.34127713315, "fast_rcnn/cls_accuracy": 0.91015625, "fast_rcnn/false_negative": 0.4808185634328358, "fast_rcnn/fg_cls_accuracy": 0.47109375, "iteration": 19319, "loss_box_reg": 0.25742309587076306, "loss_cls": 0.2559592234902084, "loss_mask": 0.29217116069048643, "loss_rpn_cls": 0.058452785306144506, "loss_rpn_loc": 0.07942622958216816, "loss_sem_seg": 0.4025842775590718, "lr": 0.02, "mask_rcnn/accuracy": 0.8529166067835585, "mask_rcnn/false_negative": 0.11384328009333991, "mask_rcnn/false_positive": 0.16025264863718186, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5674388004999855, "total_loss": 1.398415771080181} {"data_time": 0.013075610500891344, "eta_seconds": 141762.47043619983, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.5233812949640289, "fast_rcnn/fg_cls_accuracy": 0.4281770833333334, "iteration": 19339, "loss_box_reg": 0.2586819874122739, "loss_cls": 0.26055156346410513, "loss_mask": 0.29391860216856003, "loss_rpn_cls": 0.05648922559339553, "loss_rpn_loc": 0.09773673239396885, "loss_sem_seg": 0.4405209794640541, "lr": 0.02, "mask_rcnn/accuracy": 0.8762504178064299, "mask_rcnn/false_negative": 0.11652699904343547, "mask_rcnn/false_positive": 0.13773465249303246, "roi_head/num_bg_samples": 464.25, "roi_head/num_fg_samples": 47.75, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5750607854997725, "total_loss": 1.4138013632036746} {"data_time": 0.012152797000453575, "eta_seconds": 141653.64282712466, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.5101126645853129, "fast_rcnn/fg_cls_accuracy": 0.4508469125214408, "iteration": 19359, "loss_box_reg": 0.26956084882840514, "loss_cls": 0.2746717003174126, "loss_mask": 0.30090414825826883, "loss_rpn_cls": 0.05943504790775478, "loss_rpn_loc": 0.07678599510109052, "loss_sem_seg": 0.43794270511716604, "lr": 0.02, "mask_rcnn/accuracy": 0.8674426124684669, "mask_rcnn/false_negative": 0.10160575583797735, "mask_rcnn/false_positive": 0.1746937143243885, "roi_head/num_bg_samples": 458.25, "roi_head/num_fg_samples": 53.75, "rpn/num_neg_anchors": 235.25, "rpn/num_pos_anchors": 20.75, "time": 0.561225564999404, "total_loss": 1.3745712729287334} {"data_time": 0.012814808999792149, "eta_seconds": 141642.33951738465, "fast_rcnn/cls_accuracy": 0.904296875, "fast_rcnn/false_negative": 0.47828125, "fast_rcnn/fg_cls_accuracy": 0.47314771118452104, "iteration": 19379, "loss_box_reg": 0.26251202914863825, "loss_cls": 0.2687587467953563, "loss_mask": 0.29192252922803164, "loss_rpn_cls": 0.055407211650162935, "loss_rpn_loc": 0.07696166669484228, "loss_sem_seg": 0.4255939810536802, "lr": 0.02, "mask_rcnn/accuracy": 0.8573098882410107, "mask_rcnn/false_negative": 0.11845774528623526, "mask_rcnn/false_positive": 0.14704974851952757, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5645536780002658, "total_loss": 1.3613565336854663} {"data_time": 0.013694318500711233, "eta_seconds": 141581.60691460109, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.4772580360815655, "fast_rcnn/fg_cls_accuracy": 0.500487937110328, "iteration": 19399, "loss_box_reg": 0.24629953363910317, "loss_cls": 0.25563312601298094, "loss_mask": 0.29423738177865744, "loss_rpn_cls": 0.05334224534453824, "loss_rpn_loc": 0.07523002580273896, "loss_sem_seg": 0.3925618091598153, "lr": 0.02, "mask_rcnn/accuracy": 0.8617818193711051, "mask_rcnn/false_negative": 0.12043888010785664, "mask_rcnn/false_positive": 0.15660889701734765, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5501522414997453, "total_loss": 1.3261902693193406} {"data_time": 0.013963324000542343, "eta_seconds": 141506.57778521438, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.3568075117370892, "fast_rcnn/fg_cls_accuracy": 0.5892529087568892, "iteration": 19419, "loss_box_reg": 0.2592312912456691, "loss_cls": 0.2673598814290017, "loss_mask": 0.30074235424399376, "loss_rpn_cls": 0.05858669028384611, "loss_rpn_loc": 0.07347015783307143, "loss_sem_seg": 0.4208699008449912, "lr": 0.02, "mask_rcnn/accuracy": 0.8759547009398944, "mask_rcnn/false_negative": 0.10416944513464416, "mask_rcnn/false_positive": 0.15114898649515202, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5639285219995145, "total_loss": 1.3956550268485444} {"data_time": 0.011748924999665178, "eta_seconds": 141394.60421350613, "fast_rcnn/cls_accuracy": 0.912109375, "fast_rcnn/false_negative": 0.4863695090439277, "fast_rcnn/fg_cls_accuracy": 0.41839323467230444, "iteration": 19439, "loss_box_reg": 0.25983961555175483, "loss_cls": 0.2581565259024501, "loss_mask": 0.31003592163324356, "loss_rpn_cls": 0.0650405038613826, "loss_rpn_loc": 0.0879598951432854, "loss_sem_seg": 0.37593263294547796, "lr": 0.02, "mask_rcnn/accuracy": 0.8649719653486394, "mask_rcnn/false_negative": 0.11495922401342061, "mask_rcnn/false_positive": 0.15715587498721678, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.5603662244984662, "total_loss": 1.4086391901946627} {"data_time": 0.013229737000983732, "eta_seconds": 141383.31797149612, "fast_rcnn/cls_accuracy": 0.90234375, "fast_rcnn/false_negative": 0.4661639446745331, "fast_rcnn/fg_cls_accuracy": 0.48331895312050616, "iteration": 19459, "loss_box_reg": 0.28426001965999603, "loss_cls": 0.2975434800609946, "loss_mask": 0.2974917497485876, "loss_rpn_cls": 0.06348374328808859, "loss_rpn_loc": 0.08734248366090469, "loss_sem_seg": 0.37680993787944317, "lr": 0.02, "mask_rcnn/accuracy": 0.8708848978819093, "mask_rcnn/false_negative": 0.11136276946288201, "mask_rcnn/false_positive": 0.14610671709691592, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5611503989994162, "total_loss": 1.4020603376702638} {"data_time": 0.01287532599963015, "eta_seconds": 141327.37097484118, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.4609351432880845, "fast_rcnn/fg_cls_accuracy": 0.5197617080924133, "iteration": 19479, "loss_box_reg": 0.2861773339100182, "loss_cls": 0.2798521458171308, "loss_mask": 0.2991309491917491, "loss_rpn_cls": 0.06185463070869446, "loss_rpn_loc": 0.08461344114039093, "loss_sem_seg": 0.3872107886709273, "lr": 0.02, "mask_rcnn/accuracy": 0.8526588021100556, "mask_rcnn/false_negative": 0.12487810031255206, "mask_rcnn/false_positive": 0.15624006577383998, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.5638393994986473, "total_loss": 1.4472565407049842} {"data_time": 0.012291961999835621, "eta_seconds": 141305.85796292743, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.5013094489838676, "fast_rcnn/fg_cls_accuracy": 0.44962904080551136, "iteration": 19499, "loss_box_reg": 0.25326479971408844, "loss_cls": 0.2868533148430288, "loss_mask": 0.28444941248744726, "loss_rpn_cls": 0.058820224076043814, "loss_rpn_loc": 0.07821176463039592, "loss_sem_seg": 0.4386100899428129, "lr": 0.02, "mask_rcnn/accuracy": 0.8726020650195562, "mask_rcnn/false_negative": 0.09993565639698351, "mask_rcnn/false_positive": 0.1832176201504202, "roi_head/num_bg_samples": 461.25, "roi_head/num_fg_samples": 50.75, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5619118024997078, "total_loss": 1.3738761198183056} {"data_time": 0.013035867500548193, "eta_seconds": 141294.57610313743, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.39612926136363635, "fast_rcnn/fg_cls_accuracy": 0.50390625, "iteration": 19519, "loss_box_reg": 0.26407438539899886, "loss_cls": 0.27772018127143383, "loss_mask": 0.2994408421218395, "loss_rpn_cls": 0.0628448068164289, "loss_rpn_loc": 0.08770418592030182, "loss_sem_seg": 0.390554984100163, "lr": 0.02, "mask_rcnn/accuracy": 0.8784120235395746, "mask_rcnn/false_negative": 0.10146231437724973, "mask_rcnn/false_positive": 0.13549311105349388, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.558168051499706, "total_loss": 1.4165269719087519} {"data_time": 0.01275406400054635, "eta_seconds": 141435.5141701586, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.38586417713152676, "fast_rcnn/fg_cls_accuracy": 0.5630434782608695, "iteration": 19539, "loss_box_reg": 0.25214088382199407, "loss_cls": 0.24747444014064968, "loss_mask": 0.30233446415513754, "loss_rpn_cls": 0.055472748819738626, "loss_rpn_loc": 0.07971015921793878, "loss_sem_seg": 0.35841201851144433, "lr": 0.02, "mask_rcnn/accuracy": 0.8810384543427761, "mask_rcnn/false_negative": 0.10949438156878016, "mask_rcnn/false_positive": 0.13380519807900007, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5710729339998579, "total_loss": 1.317859870090615} {"data_time": 0.012424881500010088, "eta_seconds": 141445.61457830743, "fast_rcnn/cls_accuracy": 0.90283203125, "fast_rcnn/false_negative": 0.4553140096618358, "fast_rcnn/fg_cls_accuracy": 0.5095284668504194, "iteration": 19559, "loss_box_reg": 0.28466787561774254, "loss_cls": 0.2921062377281487, "loss_mask": 0.2882679025642574, "loss_rpn_cls": 0.07493885554140434, "loss_rpn_loc": 0.09031563659664243, "loss_sem_seg": 0.4089823588728905, "lr": 0.02, "mask_rcnn/accuracy": 0.8659350235866017, "mask_rcnn/false_negative": 0.11043216812195948, "mask_rcnn/false_positive": 0.15667295521851027, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5677159634997224, "total_loss": 1.4599472093395889} {"data_time": 0.012973867000255268, "eta_seconds": 141434.31885479746, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.49574309185959675, "fast_rcnn/fg_cls_accuracy": 0.5016928055763008, "iteration": 19579, "loss_box_reg": 0.26339616579934955, "loss_cls": 0.2725291084498167, "loss_mask": 0.30276063829660416, "loss_rpn_cls": 0.05937627769890241, "loss_rpn_loc": 0.08983343889121898, "loss_sem_seg": 0.4347881777212024, "lr": 0.02, "mask_rcnn/accuracy": 0.8720246451568048, "mask_rcnn/false_negative": 0.1119694236573076, "mask_rcnn/false_positive": 0.15243407740926443, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5623899744996379, "total_loss": 1.4165933668264188} {"data_time": 0.012221462500747293, "eta_seconds": 141380.88727881815, "fast_rcnn/cls_accuracy": 0.9111328125, "fast_rcnn/false_negative": 0.506547619047619, "fast_rcnn/fg_cls_accuracy": 0.4904761904761905, "iteration": 19599, "loss_box_reg": 0.261137786321342, "loss_cls": 0.28128442633897066, "loss_mask": 0.29348122980445623, "loss_rpn_cls": 0.05056862294441089, "loss_rpn_loc": 0.08646012557437643, "loss_sem_seg": 0.43302478082478046, "lr": 0.02, "mask_rcnn/accuracy": 0.8633476828231292, "mask_rcnn/false_negative": 0.1105354867827805, "mask_rcnn/false_positive": 0.15601179052117237, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5606188480005585, "total_loss": 1.4317625347175635} {"data_time": 0.01281528149957012, "eta_seconds": 141316.06208595834, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.4785482123510293, "fast_rcnn/fg_cls_accuracy": 0.5017985611510791, "iteration": 19619, "loss_box_reg": 0.26171199046075344, "loss_cls": 0.27458932320587337, "loss_mask": 0.2987931603565812, "loss_rpn_cls": 0.057556689222110435, "loss_rpn_loc": 0.08416839689016342, "loss_sem_seg": 0.4551166892051697, "lr": 0.02, "mask_rcnn/accuracy": 0.8617632408262424, "mask_rcnn/false_negative": 0.12082180103094524, "mask_rcnn/false_positive": 0.15169630308868548, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5519214340001781, "total_loss": 1.4226424643420614} {"data_time": 0.01266744549957366, "eta_seconds": 141358.30256273813, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.49603174603174605, "fast_rcnn/fg_cls_accuracy": 0.4542966611932129, "iteration": 19639, "loss_box_reg": 0.2635632485616952, "loss_cls": 0.28512844862416387, "loss_mask": 0.3058516997843981, "loss_rpn_cls": 0.06359512108610943, "loss_rpn_loc": 0.10305107687599957, "loss_sem_seg": 0.4178428128361702, "lr": 0.02, "mask_rcnn/accuracy": 0.849879360103539, "mask_rcnn/false_negative": 0.11447534719908412, "mask_rcnn/false_positive": 0.15206202392249582, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.582121250500677, "total_loss": 1.4535282128490508} {"data_time": 0.012533461499515397, "eta_seconds": 141253.60096774247, "fast_rcnn/cls_accuracy": 0.908203125, "fast_rcnn/false_negative": 0.5194940476190476, "fast_rcnn/fg_cls_accuracy": 0.40966540929799633, "iteration": 19659, "loss_box_reg": 0.25746313482522964, "loss_cls": 0.2528204747941345, "loss_mask": 0.2884068349376321, "loss_rpn_cls": 0.06051409931387752, "loss_rpn_loc": 0.10236027947394177, "loss_sem_seg": 0.43167883111163974, "lr": 0.02, "mask_rcnn/accuracy": 0.859590020904195, "mask_rcnn/false_negative": 0.10936168497341056, "mask_rcnn/false_positive": 0.17191543819261904, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.5611204850001741, "total_loss": 1.4164328907500021} {"data_time": 0.012278224498913914, "eta_seconds": 141158.3675459846, "fast_rcnn/cls_accuracy": 0.9072265625, "fast_rcnn/false_negative": 0.4843966113416321, "fast_rcnn/fg_cls_accuracy": 0.5093793222683265, "iteration": 19679, "loss_box_reg": 0.2722084545530379, "loss_cls": 0.2701992806978524, "loss_mask": 0.3024677252396941, "loss_rpn_cls": 0.056136399623937905, "loss_rpn_loc": 0.0764075219631195, "loss_sem_seg": 0.41794520104303956, "lr": 0.02, "mask_rcnn/accuracy": 0.8648951794027334, "mask_rcnn/false_negative": 0.09430872998334214, "mask_rcnn/false_positive": 0.14753938216001788, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5674193770000784, "total_loss": 1.3998758228262886} {"data_time": 0.012992396499612369, "eta_seconds": 141161.3296073526, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.4855532786885246, "fast_rcnn/fg_cls_accuracy": 0.45887392900856794, "iteration": 19699, "loss_box_reg": 0.2711332365870476, "loss_cls": 0.2796241189353168, "loss_mask": 0.2910228483378887, "loss_rpn_cls": 0.06145980360452086, "loss_rpn_loc": 0.08441898837918416, "loss_sem_seg": 0.4417793152388185, "lr": 0.02, "mask_rcnn/accuracy": 0.8667040386633377, "mask_rcnn/false_negative": 0.12032878212124234, "mask_rcnn/false_positive": 0.15783270926137172, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5648337755010289, "total_loss": 1.4741924541303888} {"data_time": 0.011854952499561477, "eta_seconds": 141150.05028129258, "fast_rcnn/cls_accuracy": 0.8994140625, "fast_rcnn/false_negative": 0.4879007542040882, "fast_rcnn/fg_cls_accuracy": 0.462151666803402, "iteration": 19719, "loss_box_reg": 0.2765569288749248, "loss_cls": 0.28468771558254957, "loss_mask": 0.29550702404230833, "loss_rpn_cls": 0.06164612266002223, "loss_rpn_loc": 0.08960682572796941, "loss_sem_seg": 0.38671944523230195, "lr": 0.02, "mask_rcnn/accuracy": 0.8446664373529529, "mask_rcnn/false_negative": 0.12218655450449366, "mask_rcnn/false_positive": 0.17117596578355826, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5628366480004843, "total_loss": 1.4170692205952946} {"data_time": 0.01352141200004553, "eta_seconds": 141208.46138582253, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.446360153256705, "fast_rcnn/fg_cls_accuracy": 0.5150309460654288, "iteration": 19739, "loss_box_reg": 0.2539850641041994, "loss_cls": 0.2555766627192497, "loss_mask": 0.29566862247884274, "loss_rpn_cls": 0.060809120535850525, "loss_rpn_loc": 0.0786588357295841, "loss_sem_seg": 0.38684748904779553, "lr": 0.02, "mask_rcnn/accuracy": 0.8821836026077097, "mask_rcnn/false_negative": 0.12942412705409279, "mask_rcnn/false_positive": 0.12819999213545802, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5804701930001102, "total_loss": 1.3231514260405675} {"data_time": 0.012497852000706189, "eta_seconds": 141113.25479314453, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.41683673469387755, "fast_rcnn/fg_cls_accuracy": 0.49902130663586186, "iteration": 19759, "loss_box_reg": 0.26846010028384626, "loss_cls": 0.26271299785003066, "loss_mask": 0.2853935551829636, "loss_rpn_cls": 0.06648342800326645, "loss_rpn_loc": 0.07716014748439193, "loss_sem_seg": 0.4182692035101354, "lr": 0.02, "mask_rcnn/accuracy": 0.8847395955108721, "mask_rcnn/false_negative": 0.11175789320325118, "mask_rcnn/false_positive": 0.13832470335285807, "roi_head/num_bg_samples": 465.75, "roi_head/num_fg_samples": 46.25, "rpn/num_neg_anchors": 234.5, "rpn/num_pos_anchors": 21.5, "time": 0.5431275105001987, "total_loss": 1.3673104188055731} {"data_time": 0.012551928499306086, "eta_seconds": 141057.98988008453, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.4839907786885246, "fast_rcnn/fg_cls_accuracy": 0.45160350483425415, "iteration": 19779, "loss_box_reg": 0.25311210844665766, "loss_cls": 0.266388273332268, "loss_mask": 0.30049468483775854, "loss_rpn_cls": 0.06065847631543875, "loss_rpn_loc": 0.086991120246239, "loss_sem_seg": 0.43057226901873946, "lr": 0.02, "mask_rcnn/accuracy": 0.8781202696681043, "mask_rcnn/false_negative": 0.12206177336878915, "mask_rcnn/false_positive": 0.13700340554733337, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 238.0, "rpn/num_pos_anchors": 18.0, "time": 0.5606938115006415, "total_loss": 1.4064399914932437} {"data_time": 0.012705866000032984, "eta_seconds": 140985.91749032392, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.46451429384155885, "fast_rcnn/fg_cls_accuracy": 0.47325227963525834, "iteration": 19799, "loss_box_reg": 0.2660998571664095, "loss_cls": 0.27350717689841986, "loss_mask": 0.28742829989641905, "loss_rpn_cls": 0.05611327110091224, "loss_rpn_loc": 0.08328673563664779, "loss_sem_seg": 0.4286520532332361, "lr": 0.02, "mask_rcnn/accuracy": 0.8736071669233731, "mask_rcnn/false_negative": 0.09591861953420536, "mask_rcnn/false_positive": 0.1574279858943941, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 0.5632039424999675, "total_loss": 1.390536613180302} {"data_time": 0.01327168950047053, "eta_seconds": 140918.63152632807, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.4614754669640368, "fast_rcnn/fg_cls_accuracy": 0.446513202437373, "iteration": 19819, "loss_box_reg": 0.24564378301147372, "loss_cls": 0.2567934151738882, "loss_mask": 0.3059462131932378, "loss_rpn_cls": 0.060061346273869276, "loss_rpn_loc": 0.07603211692185141, "loss_sem_seg": 0.481334641110152, "lr": 0.02, "mask_rcnn/accuracy": 0.8654312937861712, "mask_rcnn/false_negative": 0.1092088415243015, "mask_rcnn/false_positive": 0.14551057938478257, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.558220318000167, "total_loss": 1.4401458949432708} {"data_time": 0.013011173000450071, "eta_seconds": 140866.07236622804, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.5123376623376623, "fast_rcnn/fg_cls_accuracy": 0.4562337662337662, "iteration": 19839, "loss_box_reg": 0.2566110980696976, "loss_cls": 0.2740394095890224, "loss_mask": 0.2862941734492779, "loss_rpn_cls": 0.05796860980626661, "loss_rpn_loc": 0.07667644612956792, "loss_sem_seg": 0.4232518239878118, "lr": 0.02, "mask_rcnn/accuracy": 0.8930956336022782, "mask_rcnn/false_negative": 0.09264234847827715, "mask_rcnn/false_positive": 0.14344918759988928, "roi_head/num_bg_samples": 458.5, "roi_head/num_fg_samples": 53.5, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5623433220007428, "total_loss": 1.424245725327637} {"data_time": 0.013667872000041825, "eta_seconds": 140891.79167866576, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.40335126915428704, "fast_rcnn/fg_cls_accuracy": 0.49975411851487583, "iteration": 19859, "loss_box_reg": 0.25275815185159445, "loss_cls": 0.2662950409576297, "loss_mask": 0.2922157794237137, "loss_rpn_cls": 0.06387740420177579, "loss_rpn_loc": 0.09788881952408701, "loss_sem_seg": 0.3894792031496763, "lr": 0.02, "mask_rcnn/accuracy": 0.8857429402842746, "mask_rcnn/false_negative": 0.11255024421804434, "mask_rcnn/false_positive": 0.14192417525933365, "roi_head/num_bg_samples": 460.0, "roi_head/num_fg_samples": 52.0, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5747872255005859, "total_loss": 1.455785021535121} {"data_time": 0.013333567999325169, "eta_seconds": 140862.75033939895, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.5105439791624925, "fast_rcnn/fg_cls_accuracy": 0.4738297227692774, "iteration": 19879, "loss_box_reg": 0.2766869589686394, "loss_cls": 0.273842956405133, "loss_mask": 0.3040002454072237, "loss_rpn_cls": 0.061253482184838504, "loss_rpn_loc": 0.07847116386983544, "loss_sem_seg": 0.4038129039108753, "lr": 0.02, "mask_rcnn/accuracy": 0.8621718424211791, "mask_rcnn/false_negative": 0.11554741769110624, "mask_rcnn/false_positive": 0.14614257365319389, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.5669798549997722, "total_loss": 1.406126074900385} {"data_time": 0.012083460000212654, "eta_seconds": 140832.28626710796, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.39620028802481444, "fast_rcnn/fg_cls_accuracy": 0.538374425677862, "iteration": 19899, "loss_box_reg": 0.2658177763223648, "loss_cls": 0.27223676978610456, "loss_mask": 0.2823388883844018, "loss_rpn_cls": 0.06465621473034844, "loss_rpn_loc": 0.08006018961896189, "loss_sem_seg": 0.38393664779141545, "lr": 0.02, "mask_rcnn/accuracy": 0.8950484955887117, "mask_rcnn/false_negative": 0.09719607338072342, "mask_rcnn/false_positive": 0.12919885533383849, "roi_head/num_bg_samples": 464.5, "roi_head/num_fg_samples": 47.5, "rpn/num_neg_anchors": 236.25, "rpn/num_pos_anchors": 19.75, "time": 0.5648525899996457, "total_loss": 1.3673654878220987} {"data_time": 0.013703695500225876, "eta_seconds": 140919.25592545565, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.4328485885372113, "fast_rcnn/fg_cls_accuracy": 0.49995193694126694, "iteration": 19919, "loss_box_reg": 0.2644639704376459, "loss_cls": 0.27636602870188653, "loss_mask": 0.28910399368032813, "loss_rpn_cls": 0.060787810645706486, "loss_rpn_loc": 0.08510769164422527, "loss_sem_seg": 0.4405662529170513, "lr": 0.02, "mask_rcnn/accuracy": 0.8668248151037745, "mask_rcnn/false_negative": 0.11897470244304209, "mask_rcnn/false_positive": 0.1610495761610935, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5714101844996549, "total_loss": 1.3888331544731045} {"data_time": 0.012629226499484503, "eta_seconds": 140924.0469543726, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.4344435633095427, "fast_rcnn/fg_cls_accuracy": 0.5263673890608875, "iteration": 19939, "loss_box_reg": 0.26477476861327887, "loss_cls": 0.2757275737822056, "loss_mask": 0.294603887014091, "loss_rpn_cls": 0.06659534422215074, "loss_rpn_loc": 0.08625982515513897, "loss_sem_seg": 0.43607036489993334, "lr": 0.02, "mask_rcnn/accuracy": 0.8854343820861678, "mask_rcnn/false_negative": 0.0977976816998358, "mask_rcnn/false_positive": 0.12947920479757505, "roi_head/num_bg_samples": 456.5, "roi_head/num_fg_samples": 55.5, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5738087520003319, "total_loss": 1.4586295674089342} {"data_time": 0.012760379999235738, "eta_seconds": 140983.01617362, "fast_rcnn/cls_accuracy": 0.89599609375, "fast_rcnn/false_negative": 0.4144028976243741, "fast_rcnn/fg_cls_accuracy": 0.5652021226783206, "iteration": 19959, "loss_box_reg": 0.26062267925590277, "loss_cls": 0.2797946371138096, "loss_mask": 0.2916693752631545, "loss_rpn_cls": 0.05354154360247776, "loss_rpn_loc": 0.0850875450996682, "loss_sem_seg": 0.3858823608607054, "lr": 0.02, "mask_rcnn/accuracy": 0.8638723415190251, "mask_rcnn/false_negative": 0.11017296801919618, "mask_rcnn/false_positive": 0.16307596962853946, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.568602245000875, "total_loss": 1.4244371629320085} {"data_time": 0.013236037500064413, "eta_seconds": 141019.4426384468, "fast_rcnn/cls_accuracy": 0.9130859375, "fast_rcnn/false_negative": 0.4356563960280374, "fast_rcnn/fg_cls_accuracy": 0.4963615572534955, "iteration": 19979, "loss_box_reg": 0.25682260119356215, "loss_cls": 0.27147252252325416, "loss_mask": 0.2932221805676818, "loss_rpn_cls": 0.058874645532341674, "loss_rpn_loc": 0.07890616613440216, "loss_sem_seg": 0.38751204358413815, "lr": 0.02, "mask_rcnn/accuracy": 0.8699290585052702, "mask_rcnn/false_negative": 0.10372156531461538, "mask_rcnn/false_positive": 0.15749701436480576, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5712998355002128, "total_loss": 1.3377266022434924} {"data_time": 0.013344468499781215, "eta_seconds": 140992.13971645242, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.3979604007633588, "fast_rcnn/fg_cls_accuracy": 0.5835693179019945, "iteration": 19999, "loss_box_reg": 0.26668331027030945, "loss_cls": 0.2707955362275243, "loss_mask": 0.29824809823185205, "loss_rpn_cls": 0.06093087891349569, "loss_rpn_loc": 0.10122705483809114, "loss_sem_seg": 0.3727172021754086, "lr": 0.02, "mask_rcnn/accuracy": 0.8695884706117998, "mask_rcnn/false_negative": 0.10664306046363063, "mask_rcnn/false_positive": 0.15903688508462166, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.5714304154998899, "total_loss": 1.405991869920399} {"data_time": 0.012609387499651348, "eta_seconds": 140878.96226001263, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.4678235874554893, "fast_rcnn/fg_cls_accuracy": 0.5260414432193573, "iteration": 20019, "loss_box_reg": 0.26226270105689764, "loss_cls": 0.26748011633753777, "loss_mask": 0.29338792338967323, "loss_rpn_cls": 0.05663143005222082, "loss_rpn_loc": 0.08528084208955988, "loss_sem_seg": 0.40462730592116714, "lr": 0.02, "mask_rcnn/accuracy": 0.8813871695150453, "mask_rcnn/false_negative": 0.10827401231500272, "mask_rcnn/false_positive": 0.14811253812111735, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.547021882000081, "total_loss": 1.36812058131909} {"data_time": 0.013290397000673693, "eta_seconds": 140867.69108642265, "fast_rcnn/cls_accuracy": 0.90966796875, "fast_rcnn/false_negative": 0.49075360592827844, "fast_rcnn/fg_cls_accuracy": 0.4344242713807931, "iteration": 20039, "loss_box_reg": 0.2660482479259372, "loss_cls": 0.2851054221391678, "loss_mask": 0.29400310944765806, "loss_rpn_cls": 0.05680397409014404, "loss_rpn_loc": 0.07302737681311555, "loss_sem_seg": 0.40689299907535315, "lr": 0.02, "mask_rcnn/accuracy": 0.8602407985429749, "mask_rcnn/false_negative": 0.1106721772340987, "mask_rcnn/false_positive": 0.1619629716939268, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5650173415006066, "total_loss": 1.4398837575863581} {"data_time": 0.012814223499844957, "eta_seconds": 140934.23129513723, "fast_rcnn/cls_accuracy": 0.91064453125, "fast_rcnn/false_negative": 0.5061894217156133, "fast_rcnn/fg_cls_accuracy": 0.4577347143334447, "iteration": 20059, "loss_box_reg": 0.27338108653202653, "loss_cls": 0.27745839953422546, "loss_mask": 0.296078447252512, "loss_rpn_cls": 0.056579521973617375, "loss_rpn_loc": 0.08611441848916002, "loss_sem_seg": 0.3706631590903271, "lr": 0.02, "mask_rcnn/accuracy": 0.8730832458025077, "mask_rcnn/false_negative": 0.11673178284710783, "mask_rcnn/false_positive": 0.14244492380360757, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5668692939998436, "total_loss": 1.4294609636708628} {"data_time": 0.011981715499132406, "eta_seconds": 140932.80378178426, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.4437412095639943, "fast_rcnn/fg_cls_accuracy": 0.4958139534883721, "iteration": 20079, "loss_box_reg": 0.25493408809415996, "loss_cls": 0.2607439374551177, "loss_mask": 0.29113206546753645, "loss_rpn_cls": 0.055854287813417614, "loss_rpn_loc": 0.07751952487160452, "loss_sem_seg": 0.41819985676556826, "lr": 0.02, "mask_rcnn/accuracy": 0.8629183406454369, "mask_rcnn/false_negative": 0.08687069455239152, "mask_rcnn/false_positive": 0.13512020873854697, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5699079064997932, "total_loss": 1.367314837523736} {"data_time": 0.012225875999320124, "eta_seconds": 140991.22373183141, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.3879365079365079, "fast_rcnn/fg_cls_accuracy": 0.5537899543378996, "iteration": 20099, "loss_box_reg": 0.2689545191824436, "loss_cls": 0.2811280977912247, "loss_mask": 0.287087082862854, "loss_rpn_cls": 0.06267753918655217, "loss_rpn_loc": 0.09129457070957869, "loss_sem_seg": 0.44618102069944143, "lr": 0.02, "mask_rcnn/accuracy": 0.8947994987468672, "mask_rcnn/false_negative": 0.09639993934092361, "mask_rcnn/false_positive": 0.11674886466015062, "roi_head/num_bg_samples": 467.25, "roi_head/num_fg_samples": 44.75, "rpn/num_neg_anchors": 237.5, "rpn/num_pos_anchors": 18.5, "time": 0.5653489804990386, "total_loss": 1.447626798064448} {"data_time": 0.013175207999665872, "eta_seconds": 140900.3990952272, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.35586141266036936, "fast_rcnn/fg_cls_accuracy": 0.6194177258673995, "iteration": 20119, "loss_box_reg": 0.26823695888742805, "loss_cls": 0.2756196726113558, "loss_mask": 0.29325599409639835, "loss_rpn_cls": 0.059142367099411786, "loss_rpn_loc": 0.07975022614118643, "loss_sem_seg": 0.410113160032779, "lr": 0.02, "mask_rcnn/accuracy": 0.8732420141969831, "mask_rcnn/false_negative": 0.10516362187597725, "mask_rcnn/false_positive": 0.13625516312747438, "roi_head/num_bg_samples": 456.5, "roi_head/num_fg_samples": 55.5, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5618300959995395, "total_loss": 1.397920749586774} {"data_time": 0.012939284500134818, "eta_seconds": 140907.19564075617, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.4320468264130236, "fast_rcnn/fg_cls_accuracy": 0.55658953722334, "iteration": 20139, "loss_box_reg": 0.25070308265276253, "loss_cls": 0.25875102332793176, "loss_mask": 0.28315485268831253, "loss_rpn_cls": 0.06171096593607217, "loss_rpn_loc": 0.07810145668918267, "loss_sem_seg": 0.41194096952676773, "lr": 0.02, "mask_rcnn/accuracy": 0.8857347683598986, "mask_rcnn/false_negative": 0.12204441343766101, "mask_rcnn/false_positive": 0.15409455676647615, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5709200669989514, "total_loss": 1.39818835479673} {"data_time": 0.012870362999819918, "eta_seconds": 140895.91679406617, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.5001500150015001, "fast_rcnn/fg_cls_accuracy": 0.4334929992630803, "iteration": 20159, "loss_box_reg": 0.25191550841555, "loss_cls": 0.2520004727412015, "loss_mask": 0.29706613812595606, "loss_rpn_cls": 0.05219494760967791, "loss_rpn_loc": 0.08613841165788472, "loss_sem_seg": 0.41132375691086054, "lr": 0.02, "mask_rcnn/accuracy": 0.8713937567780736, "mask_rcnn/false_negative": 0.11327997804391167, "mask_rcnn/false_positive": 0.14522736053345647, "roi_head/num_bg_samples": 464.75, "roi_head/num_fg_samples": 47.25, "rpn/num_neg_anchors": 238.0, "rpn/num_pos_anchors": 18.0, "time": 0.5613019934990007, "total_loss": 1.3349998764897464} {"data_time": 0.012871914499555714, "eta_seconds": 140946.08866675146, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.3940953038674033, "fast_rcnn/fg_cls_accuracy": 0.5675, "iteration": 20179, "loss_box_reg": 0.26019582711160183, "loss_cls": 0.25877979630604386, "loss_mask": 0.2803771486505866, "loss_rpn_cls": 0.05066418868955225, "loss_rpn_loc": 0.08446462597930804, "loss_sem_seg": 0.40906095039099455, "lr": 0.02, "mask_rcnn/accuracy": 0.8831268529371208, "mask_rcnn/false_negative": 0.11488649557901302, "mask_rcnn/false_positive": 0.14004977615206787, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5670583429991893, "total_loss": 1.3793927606311627} {"data_time": 0.012984738000341167, "eta_seconds": 140905.55769989107, "fast_rcnn/cls_accuracy": 0.9140625, "fast_rcnn/false_negative": 0.4365731641951045, "fast_rcnn/fg_cls_accuracy": 0.508370808485678, "iteration": 20199, "loss_box_reg": 0.24003417533822358, "loss_cls": 0.25031165080145, "loss_mask": 0.28788491804152727, "loss_rpn_cls": 0.05749289283994585, "loss_rpn_loc": 0.08902152988594025, "loss_sem_seg": 0.4232885488308966, "lr": 0.02, "mask_rcnn/accuracy": 0.883476876775555, "mask_rcnn/false_negative": 0.10303722170200558, "mask_rcnn/false_positive": 0.14244257999424526, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.5682920205008486, "total_loss": 1.3717614115739707} {"data_time": 0.012148826499469578, "eta_seconds": 141000.35052287366, "fast_rcnn/cls_accuracy": 0.90673828125, "fast_rcnn/false_negative": 0.46094549423562314, "fast_rcnn/fg_cls_accuracy": 0.4622586806739887, "iteration": 20219, "loss_box_reg": 0.26393241062760353, "loss_cls": 0.26751179713755846, "loss_mask": 0.30173545982688665, "loss_rpn_cls": 0.06074511364568025, "loss_rpn_loc": 0.0740426286647562, "loss_sem_seg": 0.42562683671712875, "lr": 0.02, "mask_rcnn/accuracy": 0.8588696253205901, "mask_rcnn/false_negative": 0.12698544637007747, "mask_rcnn/false_positive": 0.1588579312093469, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.5665295475009771, "total_loss": 1.4494214205769822} {"data_time": 0.014098091000960267, "eta_seconds": 140832.73469540718, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.574244516030066, "fast_rcnn/fg_cls_accuracy": 0.3499548328816622, "iteration": 20239, "loss_box_reg": 0.25072788959369063, "loss_cls": 0.2570801622932777, "loss_mask": 0.3067579781636596, "loss_rpn_cls": 0.058203309250529855, "loss_rpn_loc": 0.07567707085399888, "loss_sem_seg": 0.4037097794935107, "lr": 0.02, "mask_rcnn/accuracy": 0.8591634886277744, "mask_rcnn/false_negative": 0.1271679371077714, "mask_rcnn/false_positive": 0.15971248333392535, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5526343960000304, "total_loss": 1.375884204171598} {"data_time": 0.01220115199976135, "eta_seconds": 140810.007419719, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.513157894736842, "fast_rcnn/fg_cls_accuracy": 0.4200663349917081, "iteration": 20259, "loss_box_reg": 0.25573642598465085, "loss_cls": 0.27451515290886164, "loss_mask": 0.29525195993483067, "loss_rpn_cls": 0.050189614994451404, "loss_rpn_loc": 0.08023155143018812, "loss_sem_seg": 0.37058024713769555, "lr": 0.02, "mask_rcnn/accuracy": 0.8655981032763983, "mask_rcnn/false_negative": 0.10537548722739593, "mask_rcnn/false_positive": 0.1577495439970269, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.558518212999843, "total_loss": 1.3452823220286518} {"data_time": 0.012764928499564121, "eta_seconds": 140846.22474944292, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.44091176470588234, "fast_rcnn/fg_cls_accuracy": 0.48831775700934577, "iteration": 20279, "loss_box_reg": 0.2673412594012916, "loss_cls": 0.29014881420880556, "loss_mask": 0.2966437190771103, "loss_rpn_cls": 0.0704003528226167, "loss_rpn_loc": 0.09916457580402493, "loss_sem_seg": 0.4722750587388873, "lr": 0.02, "mask_rcnn/accuracy": 0.8601684457689043, "mask_rcnn/false_negative": 0.11986479887925283, "mask_rcnn/false_positive": 0.13313747369107518, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.563263946499319, "total_loss": 1.5014202040038072} {"data_time": 0.012084356499144633, "eta_seconds": 140834.9444626629, "fast_rcnn/cls_accuracy": 0.9072265625, "fast_rcnn/false_negative": 0.5121771405328452, "fast_rcnn/fg_cls_accuracy": 0.4478240401715661, "iteration": 20299, "loss_box_reg": 0.28446634486317635, "loss_cls": 0.28661146480590105, "loss_mask": 0.2953876070678234, "loss_rpn_cls": 0.063581805821741, "loss_rpn_loc": 0.08407615672331303, "loss_sem_seg": 0.4105713036842644, "lr": 0.02, "mask_rcnn/accuracy": 0.8561812153099206, "mask_rcnn/false_negative": 0.10750366738730807, "mask_rcnn/false_positive": 0.17291970669597156, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5582989624999755, "total_loss": 1.4851272693194915} {"data_time": 0.01409785399937391, "eta_seconds": 140823.6641758829, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.46590909090909094, "fast_rcnn/fg_cls_accuracy": 0.48017917653065956, "iteration": 20319, "loss_box_reg": 0.28151376894675195, "loss_cls": 0.28876645816490054, "loss_mask": 0.2945411466062069, "loss_rpn_cls": 0.05625995295122266, "loss_rpn_loc": 0.08252750884275883, "loss_sem_seg": 0.42258565058000386, "lr": 0.02, "mask_rcnn/accuracy": 0.8646450062577168, "mask_rcnn/false_negative": 0.09700029042939921, "mask_rcnn/false_positive": 0.1292284804284764, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5692724045011346, "total_loss": 1.4398105895379558} {"data_time": 0.012289535499803605, "eta_seconds": 140812.3838891029, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.47066250742721333, "fast_rcnn/fg_cls_accuracy": 0.5136878176497768, "iteration": 20339, "loss_box_reg": 0.2897912128828466, "loss_cls": 0.2894041338004172, "loss_mask": 0.29451461136341095, "loss_rpn_cls": 0.07632703357376158, "loss_rpn_loc": 0.08938390499679372, "loss_sem_seg": 0.4120610225945711, "lr": 0.02, "mask_rcnn/accuracy": 0.8560675033154819, "mask_rcnn/false_negative": 0.1259112982189718, "mask_rcnn/false_positive": 0.15489291952316075, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5690244634997725, "total_loss": 1.45803003461333} {"data_time": 0.012843341000916553, "eta_seconds": 140885.4353278144, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.42052631578947364, "fast_rcnn/fg_cls_accuracy": 0.509959349593496, "iteration": 20359, "loss_box_reg": 0.26082182629033923, "loss_cls": 0.25719451904296875, "loss_mask": 0.299425988458097, "loss_rpn_cls": 0.05818377633113414, "loss_rpn_loc": 0.0739834375854116, "loss_sem_seg": 0.3929604720324278, "lr": 0.02, "mask_rcnn/accuracy": 0.8802418542165884, "mask_rcnn/false_negative": 0.10696222921010395, "mask_rcnn/false_positive": 0.11304951556739876, "roi_head/num_bg_samples": 463.25, "roi_head/num_fg_samples": 48.75, "rpn/num_neg_anchors": 237.25, "rpn/num_pos_anchors": 18.75, "time": 0.5684099489999426, "total_loss": 1.3617068466846831} {"data_time": 0.01290613199944346, "eta_seconds": 140933.48806401328, "fast_rcnn/cls_accuracy": 0.89990234375, "fast_rcnn/false_negative": 0.5029411764705882, "fast_rcnn/fg_cls_accuracy": 0.4779719716494846, "iteration": 20379, "loss_box_reg": 0.2805194593966007, "loss_cls": 0.2812232901342213, "loss_mask": 0.2937982529401779, "loss_rpn_cls": 0.057693991577252746, "loss_rpn_loc": 0.07663544570095837, "loss_sem_seg": 0.4177195020020008, "lr": 0.02, "mask_rcnn/accuracy": 0.8676890109821238, "mask_rcnn/false_negative": 0.10391804764830467, "mask_rcnn/false_positive": 0.15043443559019945, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.5726161274997139, "total_loss": 1.442450915405061} {"data_time": 0.012000461999377876, "eta_seconds": 140965.0731008559, "fast_rcnn/cls_accuracy": 0.9072265625, "fast_rcnn/false_negative": 0.47455369038102846, "fast_rcnn/fg_cls_accuracy": 0.44466755912539047, "iteration": 20399, "loss_box_reg": 0.29552698438055813, "loss_cls": 0.293569577857852, "loss_mask": 0.31586496252566576, "loss_rpn_cls": 0.05871177514200099, "loss_rpn_loc": 0.0932225672295317, "loss_sem_seg": 0.4188437699340284, "lr": 0.02, "mask_rcnn/accuracy": 0.8600103459996636, "mask_rcnn/false_negative": 0.12210673601074906, "mask_rcnn/false_positive": 0.15795550837560196, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5573944285006291, "total_loss": 1.4848487386771012} {"data_time": 0.0123987404995205, "eta_seconds": 140910.9044691933, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.39116170261326033, "fast_rcnn/fg_cls_accuracy": 0.5863095238095238, "iteration": 20419, "loss_box_reg": 0.2591127227060497, "loss_cls": 0.25896547036245465, "loss_mask": 0.2912726979702711, "loss_rpn_cls": 0.062265886866953224, "loss_rpn_loc": 0.07903487095609307, "loss_sem_seg": 0.43550752801820636, "lr": 0.02, "mask_rcnn/accuracy": 0.8878710665786014, "mask_rcnn/false_negative": 0.10500210415394823, "mask_rcnn/false_positive": 0.14019835305226985, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5612181275009789, "total_loss": 1.3857258601346985} {"data_time": 0.013266521000332432, "eta_seconds": 140921.8073794054, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.36563915524442614, "fast_rcnn/fg_cls_accuracy": 0.5979814970563498, "iteration": 20439, "loss_box_reg": 0.2588865770958364, "loss_cls": 0.2683506300672889, "loss_mask": 0.28727301117032766, "loss_rpn_cls": 0.0681179198436439, "loss_rpn_loc": 0.08073161353240721, "loss_sem_seg": 0.3573912875726819, "lr": 0.02, "mask_rcnn/accuracy": 0.8921128155209452, "mask_rcnn/false_negative": 0.10676731794728903, "mask_rcnn/false_positive": 0.12225004512818828, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.565707401000509, "total_loss": 1.360253543854924} {"data_time": 0.012151869499575696, "eta_seconds": 140908.35302781838, "fast_rcnn/cls_accuracy": 0.91357421875, "fast_rcnn/false_negative": 0.4508064516129032, "fast_rcnn/fg_cls_accuracy": 0.5362903225806452, "iteration": 20459, "loss_box_reg": 0.26050613494589925, "loss_cls": 0.2699915012344718, "loss_mask": 0.2815222628414631, "loss_rpn_cls": 0.05357378057669848, "loss_rpn_loc": 0.07593017461476848, "loss_sem_seg": 0.4392184871248901, "lr": 0.02, "mask_rcnn/accuracy": 0.883204964678179, "mask_rcnn/false_negative": 0.10739640486254542, "mask_rcnn/false_positive": 0.12938839798316198, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5601403330001631, "total_loss": 1.3322502517403336} {"data_time": 0.013455375500598166, "eta_seconds": 140875.804427911, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.4115331171838814, "fast_rcnn/fg_cls_accuracy": 0.5176056338028169, "iteration": 20479, "loss_box_reg": 0.26936632255092263, "loss_cls": 0.2565968241542578, "loss_mask": 0.29333336744457483, "loss_rpn_cls": 0.059632067452184856, "loss_rpn_loc": 0.09329156373860314, "loss_sem_seg": 0.39321394357830286, "lr": 0.02, "mask_rcnn/accuracy": 0.873200677306433, "mask_rcnn/false_negative": 0.10810306490756724, "mask_rcnn/false_positive": 0.1347701745004832, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5574494555003184, "total_loss": 1.3639516613911837} {"data_time": 0.013372793499911495, "eta_seconds": 140854.95571763968, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.4868329868329868, "fast_rcnn/fg_cls_accuracy": 0.49113175675675674, "iteration": 20499, "loss_box_reg": 0.2626372561790049, "loss_cls": 0.25543653732165694, "loss_mask": 0.29988154768943787, "loss_rpn_cls": 0.06121736892964691, "loss_rpn_loc": 0.08015369699569419, "loss_sem_seg": 0.4336189553141594, "lr": 0.02, "mask_rcnn/accuracy": 0.8575381429519988, "mask_rcnn/false_negative": 0.11246356650872427, "mask_rcnn/false_positive": 0.1587013544336115, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5593377814993801, "total_loss": 1.394221732742153} {"data_time": 0.012783361499714374, "eta_seconds": 140825.26206793016, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.33903133903133903, "fast_rcnn/fg_cls_accuracy": 0.6106958021851638, "iteration": 20519, "loss_box_reg": 0.2555235680192709, "loss_cls": 0.24727633595466614, "loss_mask": 0.2899679271504283, "loss_rpn_cls": 0.055547015683259815, "loss_rpn_loc": 0.07238314085407183, "loss_sem_seg": 0.4167247898876667, "lr": 0.02, "mask_rcnn/accuracy": 0.9012814705321381, "mask_rcnn/false_negative": 0.10404998610510896, "mask_rcnn/false_positive": 0.10321820338098958, "roi_head/num_bg_samples": 466.5, "roi_head/num_fg_samples": 45.5, "rpn/num_neg_anchors": 241.25, "rpn/num_pos_anchors": 14.75, "time": 0.5539525514996058, "total_loss": 1.3733180359413382} {"data_time": 0.01213743800053635, "eta_seconds": 140813.97261005017, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.38520663918903864, "fast_rcnn/fg_cls_accuracy": 0.5770872865275143, "iteration": 20539, "loss_box_reg": 0.2548489975742996, "loss_cls": 0.26989096868783236, "loss_mask": 0.29599565733224154, "loss_rpn_cls": 0.05666325811762363, "loss_rpn_loc": 0.08524305952596478, "loss_sem_seg": 0.3685977775603533, "lr": 0.02, "mask_rcnn/accuracy": 0.8728919793723942, "mask_rcnn/false_negative": 0.10784686442585503, "mask_rcnn/false_positive": 0.11923652993795619, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 235.0, "rpn/num_pos_anchors": 21.0, "time": 0.569434213999557, "total_loss": 1.3180183458607644} {"data_time": 0.012292071501178725, "eta_seconds": 140652.73967728313, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.4122971154654781, "fast_rcnn/fg_cls_accuracy": 0.5128221343873518, "iteration": 20559, "loss_box_reg": 0.28086662385612726, "loss_cls": 0.2805900638923049, "loss_mask": 0.3045027004554868, "loss_rpn_cls": 0.05490558466408402, "loss_rpn_loc": 0.0843809139332734, "loss_sem_seg": 0.4002769235521555, "lr": 0.02, "mask_rcnn/accuracy": 0.8645847624064638, "mask_rcnn/false_negative": 0.12000463166166905, "mask_rcnn/false_positive": 0.1533364493484176, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5598271215003479, "total_loss": 1.4209070815704763} {"data_time": 0.013940094499957922, "eta_seconds": 140641.46224176313, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.4222841472045294, "fast_rcnn/fg_cls_accuracy": 0.5156911060486308, "iteration": 20579, "loss_box_reg": 0.2584201660938561, "loss_cls": 0.2723271807190031, "loss_mask": 0.29400867968797684, "loss_rpn_cls": 0.056485338252969086, "loss_rpn_loc": 0.08628064891672693, "loss_sem_seg": 0.42921777069568634, "lr": 0.02, "mask_rcnn/accuracy": 0.8762031408308004, "mask_rcnn/false_negative": 0.09064197247482489, "mask_rcnn/false_positive": 0.1232964240711299, "roi_head/num_bg_samples": 460.5, "roi_head/num_fg_samples": 51.5, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5641174175007109, "total_loss": 1.4103451147675514} {"data_time": 0.01219402849983453, "eta_seconds": 140706.6013974556, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.4536724864539434, "fast_rcnn/fg_cls_accuracy": 0.5045454545454545, "iteration": 20599, "loss_box_reg": 0.2519564749673009, "loss_cls": 0.2525162093807012, "loss_mask": 0.28365606535226107, "loss_rpn_cls": 0.05865532997995615, "loss_rpn_loc": 0.09398249536752701, "loss_sem_seg": 0.4431736432015896, "lr": 0.02, "mask_rcnn/accuracy": 0.8743678531861436, "mask_rcnn/false_negative": 0.09393218838677042, "mask_rcnn/false_positive": 0.1506607088359907, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5631007484998918, "total_loss": 1.3761179905268364} {"data_time": 0.013099509999847214, "eta_seconds": 140615.0560549828, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.4085897435897436, "fast_rcnn/fg_cls_accuracy": 0.5683597883597884, "iteration": 20619, "loss_box_reg": 0.27412950503639877, "loss_cls": 0.2846755664795637, "loss_mask": 0.29049957171082497, "loss_rpn_cls": 0.06892119557596743, "loss_rpn_loc": 0.09049533511279151, "loss_sem_seg": 0.4593270905315876, "lr": 0.02, "mask_rcnn/accuracy": 0.8653873985787588, "mask_rcnn/false_negative": 0.11333876132998105, "mask_rcnn/false_positive": 0.1565951390999414, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.548370015000728, "total_loss": 1.4839173441869207} {"data_time": 0.013222647000475263, "eta_seconds": 140535.8552363636, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.42703125, "fast_rcnn/fg_cls_accuracy": 0.4468599033816425, "iteration": 20639, "loss_box_reg": 0.2562088859267533, "loss_cls": 0.2677532797679305, "loss_mask": 0.2913200603798032, "loss_rpn_cls": 0.06137535464949906, "loss_rpn_loc": 0.0911014715093188, "loss_sem_seg": 0.41607408272102475, "lr": 0.02, "mask_rcnn/accuracy": 0.8802653798732243, "mask_rcnn/false_negative": 0.08705991549438019, "mask_rcnn/false_positive": 0.14394499694826413, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5599593695005751, "total_loss": 1.4545839874772355} {"data_time": 0.014134824999928242, "eta_seconds": 140560.99607056787, "fast_rcnn/cls_accuracy": 0.908203125, "fast_rcnn/false_negative": 0.50698554897883, "fast_rcnn/fg_cls_accuracy": 0.48237615314882953, "iteration": 20659, "loss_box_reg": 0.2771532889455557, "loss_cls": 0.2859044384676963, "loss_mask": 0.29625449143350124, "loss_rpn_cls": 0.05127005075337365, "loss_rpn_loc": 0.08301903755636886, "loss_sem_seg": 0.3756368039175868, "lr": 0.02, "mask_rcnn/accuracy": 0.8495675897170463, "mask_rcnn/false_negative": 0.13275273518034733, "mask_rcnn/false_positive": 0.17410938942024598, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.568764968999858, "total_loss": 1.398470192507375} {"data_time": 0.013207743500061042, "eta_seconds": 140477.35854396288, "fast_rcnn/cls_accuracy": 0.9091796875, "fast_rcnn/false_negative": 0.4817682317682318, "fast_rcnn/fg_cls_accuracy": 0.47076051015588094, "iteration": 20679, "loss_box_reg": 0.25203165179118514, "loss_cls": 0.25250579975545406, "loss_mask": 0.2956068553030491, "loss_rpn_cls": 0.0574863186920993, "loss_rpn_loc": 0.08493641030509025, "loss_sem_seg": 0.41615159530192614, "lr": 0.02, "mask_rcnn/accuracy": 0.846677230468357, "mask_rcnn/false_negative": 0.1210438400718433, "mask_rcnn/false_positive": 0.16985343916299364, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5558078514995941, "total_loss": 1.3606128017418087} {"data_time": 0.013045381499978248, "eta_seconds": 140388.79783829433, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.4425236406619385, "fast_rcnn/fg_cls_accuracy": 0.3728962131837307, "iteration": 20699, "loss_box_reg": 0.24215673934668303, "loss_cls": 0.2511503593996167, "loss_mask": 0.29920544754713774, "loss_rpn_cls": 0.048565551958745345, "loss_rpn_loc": 0.07415420544566587, "loss_sem_seg": 0.4522881517186761, "lr": 0.02, "mask_rcnn/accuracy": 0.8834965067107925, "mask_rcnn/false_negative": 0.10954306956524897, "mask_rcnn/false_positive": 0.15630367019749097, "roi_head/num_bg_samples": 467.5, "roi_head/num_fg_samples": 44.5, "rpn/num_neg_anchors": 236.0, "rpn/num_pos_anchors": 20.0, "time": 0.5540862564994313, "total_loss": 1.4007047932536807} {"data_time": 0.01275268049994338, "eta_seconds": 140490.7685210436, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.4482226479352916, "fast_rcnn/fg_cls_accuracy": 0.4870689655172414, "iteration": 20719, "loss_box_reg": 0.2684530094265938, "loss_cls": 0.26199980871751904, "loss_mask": 0.30077085830271244, "loss_rpn_cls": 0.06285767900408246, "loss_rpn_loc": 0.09484833426540717, "loss_sem_seg": 0.4310689112171531, "lr": 0.02, "mask_rcnn/accuracy": 0.875111918952718, "mask_rcnn/false_negative": 0.09842206954216279, "mask_rcnn/false_positive": 0.13281361806105124, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.575605204000567, "total_loss": 1.4346394707099535} {"data_time": 0.01268410199918435, "eta_seconds": 140347.73672982544, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.4178188102601419, "fast_rcnn/fg_cls_accuracy": 0.49527420024927293, "iteration": 20739, "loss_box_reg": 0.26609033811837435, "loss_cls": 0.28223730297759175, "loss_mask": 0.2975062467157841, "loss_rpn_cls": 0.05816898570628837, "loss_rpn_loc": 0.0779172218462918, "loss_sem_seg": 0.4214134868234396, "lr": 0.02, "mask_rcnn/accuracy": 0.8522492393041554, "mask_rcnn/false_negative": 0.11125439814111757, "mask_rcnn/false_positive": 0.16529767360242692, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.560381865000636, "total_loss": 1.4015329477842897} {"data_time": 0.013033881999945152, "eta_seconds": 140468.2251633836, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.4840291325269866, "fast_rcnn/fg_cls_accuracy": 0.45582497212931994, "iteration": 20759, "loss_box_reg": 0.24885554565116763, "loss_cls": 0.27079202188178897, "loss_mask": 0.2843669755384326, "loss_rpn_cls": 0.05419587146025151, "loss_rpn_loc": 0.07599294115789235, "loss_sem_seg": 0.4291610480286181, "lr": 0.02, "mask_rcnn/accuracy": 0.8719334393676499, "mask_rcnn/false_negative": 0.09289527620897327, "mask_rcnn/false_positive": 0.1683825187817305, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5672303435003414, "total_loss": 1.3481410528765991} {"data_time": 0.012862192500506353, "eta_seconds": 140516.8188609391, "fast_rcnn/cls_accuracy": 0.90966796875, "fast_rcnn/false_negative": 0.4376940133037694, "fast_rcnn/fg_cls_accuracy": 0.5140410247276397, "iteration": 20779, "loss_box_reg": 0.25061627896502614, "loss_cls": 0.2634281902574003, "loss_mask": 0.29660973977297544, "loss_rpn_cls": 0.05518357013352215, "loss_rpn_loc": 0.07396204792894423, "loss_sem_seg": 0.3847185270860791, "lr": 0.02, "mask_rcnn/accuracy": 0.8598212423267179, "mask_rcnn/false_negative": 0.11577545191849536, "mask_rcnn/false_positive": 0.1502736880853624, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5702941569998075, "total_loss": 1.3379190662235487} {"data_time": 0.012036703000376292, "eta_seconds": 140620.67361386926, "fast_rcnn/cls_accuracy": 0.91064453125, "fast_rcnn/false_negative": 0.48681478405315615, "fast_rcnn/fg_cls_accuracy": 0.4892173841332674, "iteration": 20799, "loss_box_reg": 0.27556693693622947, "loss_cls": 0.2882332825101912, "loss_mask": 0.30930643901228905, "loss_rpn_cls": 0.06931905588135123, "loss_rpn_loc": 0.09432243771152571, "loss_sem_seg": 0.42655084654688835, "lr": 0.02, "mask_rcnn/accuracy": 0.8779767643145298, "mask_rcnn/false_negative": 0.0970864070750154, "mask_rcnn/false_positive": 0.16370177577160244, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5714377189988227, "total_loss": 1.4603619446861558} {"data_time": 0.012564153499624808, "eta_seconds": 140609.38789080927, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.4618916437098255, "fast_rcnn/fg_cls_accuracy": 0.5095603458774813, "iteration": 20819, "loss_box_reg": 0.2559104226529598, "loss_cls": 0.2437063050456345, "loss_mask": 0.27709307987242937, "loss_rpn_cls": 0.053499160218052566, "loss_rpn_loc": 0.07070137065602466, "loss_sem_seg": 0.33552279882133007, "lr": 0.02, "mask_rcnn/accuracy": 0.8647581932826294, "mask_rcnn/false_negative": 0.11452006642698397, "mask_rcnn/false_positive": 0.15013130133702246, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5553199354999379, "total_loss": 1.2668891661451198} {"data_time": 0.012073020499883569, "eta_seconds": 140649.04998592992, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.35313794647855784, "fast_rcnn/fg_cls_accuracy": 0.5984120682810639, "iteration": 20839, "loss_box_reg": 0.27161316853016615, "loss_cls": 0.28772205696441233, "loss_mask": 0.28230779711157084, "loss_rpn_cls": 0.053543976158834994, "loss_rpn_loc": 0.07401825714623556, "loss_sem_seg": 0.42538158502429724, "lr": 0.02, "mask_rcnn/accuracy": 0.8955239849730268, "mask_rcnn/false_negative": 0.10016833245385195, "mask_rcnn/false_positive": 0.1156024564010911, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 237.25, "rpn/num_pos_anchors": 18.75, "time": 0.5735317449989452, "total_loss": 1.4120913768419996} {"data_time": 0.012697576499704155, "eta_seconds": 140499.81316844563, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.42493386243386244, "fast_rcnn/fg_cls_accuracy": 0.5538054326130348, "iteration": 20859, "loss_box_reg": 0.2555261976085603, "loss_cls": 0.2697392371483147, "loss_mask": 0.3030273439362645, "loss_rpn_cls": 0.06956542519037612, "loss_rpn_loc": 0.0869172700913623, "loss_sem_seg": 0.3957231626845896, "lr": 0.02, "mask_rcnn/accuracy": 0.8769231683356573, "mask_rcnn/false_negative": 0.11402049757363635, "mask_rcnn/false_positive": 0.13850017463875777, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5542568874998324, "total_loss": 1.401572483126074} {"data_time": 0.013286094999784837, "eta_seconds": 140622.0518260903, "fast_rcnn/cls_accuracy": 0.9052734375, "fast_rcnn/false_negative": 0.502955758962624, "fast_rcnn/fg_cls_accuracy": 0.45618838992332966, "iteration": 20879, "loss_box_reg": 0.2595659759826958, "loss_cls": 0.24938697693869472, "loss_mask": 0.2957345126196742, "loss_rpn_cls": 0.057051197916734964, "loss_rpn_loc": 0.08475660180556588, "loss_sem_seg": 0.42505968548357487, "lr": 0.02, "mask_rcnn/accuracy": 0.8766965714963284, "mask_rcnn/false_negative": 0.10338024483751058, "mask_rcnn/false_positive": 0.18614298534411, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5719412234993797, "total_loss": 1.4392385336395819} {"data_time": 0.013181911999708973, "eta_seconds": 140564.24499856922, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.47897897897897895, "fast_rcnn/fg_cls_accuracy": 0.4535638579756227, "iteration": 20899, "loss_box_reg": 0.2599197681993246, "loss_cls": 0.2689348077401519, "loss_mask": 0.2960229469463229, "loss_rpn_cls": 0.0639300006441772, "loss_rpn_loc": 0.09075608631246723, "loss_sem_seg": 0.3713393257930875, "lr": 0.02, "mask_rcnn/accuracy": 0.8763063108766234, "mask_rcnn/false_negative": 0.08913291297727279, "mask_rcnn/false_positive": 0.1555911982362815, "roi_head/num_bg_samples": 458.25, "roi_head/num_fg_samples": 53.75, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.557250261000263, "total_loss": 1.389396952901734} {"data_time": 0.012292559499655908, "eta_seconds": 140366.66051143248, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.4687637760564267, "fast_rcnn/fg_cls_accuracy": 0.45470664087685364, "iteration": 20919, "loss_box_reg": 0.2663276051171124, "loss_cls": 0.29006077349185944, "loss_mask": 0.30044206231832504, "loss_rpn_cls": 0.06992805312620476, "loss_rpn_loc": 0.0854570790543221, "loss_sem_seg": 0.37617174815386534, "lr": 0.02, "mask_rcnn/accuracy": 0.865054893593048, "mask_rcnn/false_negative": 0.10105265854944503, "mask_rcnn/false_positive": 0.16632767653343983, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.5670090329995219, "total_loss": 1.454365290584974} {"data_time": 0.01223806250072812, "eta_seconds": 140355.38974726247, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.36060712559855906, "fast_rcnn/fg_cls_accuracy": 0.5958789587568027, "iteration": 20939, "loss_box_reg": 0.2972195176407695, "loss_cls": 0.27702957671135664, "loss_mask": 0.28478995617479086, "loss_rpn_cls": 0.06613576738163829, "loss_rpn_loc": 0.0964130642823875, "loss_sem_seg": 0.40662985714152455, "lr": 0.02, "mask_rcnn/accuracy": 0.890896117893079, "mask_rcnn/false_negative": 0.09873743848496684, "mask_rcnn/false_positive": 0.14010153789436358, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.5672898739994707, "total_loss": 1.4266904687392525} {"data_time": 0.01245942399964406, "eta_seconds": 140219.1066269709, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.43823692163623207, "fast_rcnn/fg_cls_accuracy": 0.4494949494949495, "iteration": 20959, "loss_box_reg": 0.26935443095862865, "loss_cls": 0.28130934620276093, "loss_mask": 0.28568584844470024, "loss_rpn_cls": 0.0473217359976843, "loss_rpn_loc": 0.07553848141105846, "loss_sem_seg": 0.4344806792214513, "lr": 0.02, "mask_rcnn/accuracy": 0.8563911297503295, "mask_rcnn/false_negative": 0.10586142973235799, "mask_rcnn/false_positive": 0.12973032125738368, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.55481809649973, "total_loss": 1.417607475828845} {"data_time": 0.012289552999391162, "eta_seconds": 140213.37279869907, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.3813559322033898, "fast_rcnn/fg_cls_accuracy": 0.574195189303103, "iteration": 20979, "loss_box_reg": 0.27436336502432823, "loss_cls": 0.2830309150740504, "loss_mask": 0.30015290435403585, "loss_rpn_cls": 0.07073179801227525, "loss_rpn_loc": 0.1037710405071266, "loss_sem_seg": 0.38576643262058496, "lr": 0.02, "mask_rcnn/accuracy": 0.8891279653354583, "mask_rcnn/false_negative": 0.10065282270012749, "mask_rcnn/false_positive": 0.11948161906803079, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.5683041640004376, "total_loss": 1.4196981306740781} {"data_time": 0.012637155999982497, "eta_seconds": 140202.1116301391, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.4800328870096312, "fast_rcnn/fg_cls_accuracy": 0.49509695495096956, "iteration": 20999, "loss_box_reg": 0.25791366188786924, "loss_cls": 0.26510751340538263, "loss_mask": 0.2863945960998535, "loss_rpn_cls": 0.060275479743722826, "loss_rpn_loc": 0.09006371450959705, "loss_sem_seg": 0.45247569028288126, "lr": 0.02, "mask_rcnn/accuracy": 0.8802154605952566, "mask_rcnn/false_negative": 0.09382588204504944, "mask_rcnn/false_positive": 0.150980185773668, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.568946956000218, "total_loss": 1.4388218245003372} {"data_time": 0.012633659500352223, "eta_seconds": 140389.5135219831, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.44121394648442025, "fast_rcnn/fg_cls_accuracy": 0.4448670504385965, "iteration": 21019, "loss_box_reg": 0.2582120143342763, "loss_cls": 0.2689582211896777, "loss_mask": 0.2937244912609458, "loss_rpn_cls": 0.05761225373134948, "loss_rpn_loc": 0.09547294591902755, "loss_sem_seg": 0.40120897302404046, "lr": 0.02, "mask_rcnn/accuracy": 0.8723972445898072, "mask_rcnn/false_negative": 0.09851055226504257, "mask_rcnn/false_positive": 0.15988214534502349, "roi_head/num_bg_samples": 458.0, "roi_head/num_fg_samples": 54.0, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.5701910709994991, "total_loss": 1.3432084274827503} {"data_time": 0.011964987499595736, "eta_seconds": 140354.34796508573, "fast_rcnn/cls_accuracy": 0.91064453125, "fast_rcnn/false_negative": 0.451171875, "fast_rcnn/fg_cls_accuracy": 0.4089981796497395, "iteration": 21039, "loss_box_reg": 0.27871784986928105, "loss_cls": 0.2889943979680538, "loss_mask": 0.29279107972979546, "loss_rpn_cls": 0.062330285960342735, "loss_rpn_loc": 0.08967855741502717, "loss_sem_seg": 0.390311311930418, "lr": 0.02, "mask_rcnn/accuracy": 0.8674079058881077, "mask_rcnn/false_negative": 0.09660716743477285, "mask_rcnn/false_positive": 0.15365758187487133, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5581189644990445, "total_loss": 1.4551979821990244} {"data_time": 0.012385531998916122, "eta_seconds": 140179.5210097446, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.5203029326458266, "fast_rcnn/fg_cls_accuracy": 0.4005144113720255, "iteration": 21059, "loss_box_reg": 0.2874930487014353, "loss_cls": 0.28823481779545546, "loss_mask": 0.2893208274617791, "loss_rpn_cls": 0.06767422464326955, "loss_rpn_loc": 0.09987960133003071, "loss_sem_seg": 0.40831206925213337, "lr": 0.02, "mask_rcnn/accuracy": 0.858687619886167, "mask_rcnn/false_negative": 0.1132170496078366, "mask_rcnn/false_positive": 0.1387487317292992, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5472905535007158, "total_loss": 1.4727940132725053} {"data_time": 0.011692308999045053, "eta_seconds": 140276.6463643772, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.4693121693121693, "fast_rcnn/fg_cls_accuracy": 0.4508861236802413, "iteration": 21079, "loss_box_reg": 0.2510019592009485, "loss_cls": 0.2640181127935648, "loss_mask": 0.28026321111246943, "loss_rpn_cls": 0.057697896161698736, "loss_rpn_loc": 0.08929325634380803, "loss_sem_seg": 0.45278008934110403, "lr": 0.02, "mask_rcnn/accuracy": 0.8804353848199511, "mask_rcnn/false_negative": 0.10171311037793852, "mask_rcnn/false_positive": 0.14667064364946097, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.5746849910001401, "total_loss": 1.427710599877173} {"data_time": 0.012888203500551754, "eta_seconds": 140320.96476383173, "fast_rcnn/cls_accuracy": 0.91162109375, "fast_rcnn/false_negative": 0.46811817750355955, "fast_rcnn/fg_cls_accuracy": 0.49744252131232236, "iteration": 21099, "loss_box_reg": 0.2525166133418679, "loss_cls": 0.27050541900098324, "loss_mask": 0.28649353981018066, "loss_rpn_cls": 0.05777105665765703, "loss_rpn_loc": 0.07619570870883763, "loss_sem_seg": 0.4574620097409934, "lr": 0.02, "mask_rcnn/accuracy": 0.8865119386625082, "mask_rcnn/false_negative": 0.11408272427187169, "mask_rcnn/false_positive": 0.1332922886762439, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5684180774997003, "total_loss": 1.4265327976027038} {"data_time": 0.012593096000273363, "eta_seconds": 140309.68952068174, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.44458785828734204, "fast_rcnn/fg_cls_accuracy": 0.5370670995670995, "iteration": 21119, "loss_box_reg": 0.26497345650568604, "loss_cls": 0.26926541328430176, "loss_mask": 0.30818630289286375, "loss_rpn_cls": 0.05546045524533838, "loss_rpn_loc": 0.10547810577554628, "loss_sem_seg": 0.3922209870070219, "lr": 0.02, "mask_rcnn/accuracy": 0.8708786943040947, "mask_rcnn/false_negative": 0.11611827336340812, "mask_rcnn/false_positive": 0.1424235782499142, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.560619317500823, "total_loss": 1.4398267166980077} {"data_time": 0.013312656500602316, "eta_seconds": 140341.91082524575, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.4386119257086999, "fast_rcnn/fg_cls_accuracy": 0.5030057803468209, "iteration": 21139, "loss_box_reg": 0.2804698725230992, "loss_cls": 0.28810520423576236, "loss_mask": 0.3001556843519211, "loss_rpn_cls": 0.05392402340658009, "loss_rpn_loc": 0.08632417989429086, "loss_sem_seg": 0.38672668440267444, "lr": 0.02, "mask_rcnn/accuracy": 0.8749883131828553, "mask_rcnn/false_negative": 0.12028861959644259, "mask_rcnn/false_positive": 0.12179666539279801, "roi_head/num_bg_samples": 461.0, "roi_head/num_fg_samples": 51.0, "rpn/num_neg_anchors": 234.75, "rpn/num_pos_anchors": 21.25, "time": 0.5703603600004499, "total_loss": 1.4410483050451148} {"data_time": 0.012561982000079297, "eta_seconds": 140360.90172797343, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.38926031294452346, "fast_rcnn/fg_cls_accuracy": 0.5466085271317829, "iteration": 21159, "loss_box_reg": 0.25590444449335337, "loss_cls": 0.24984857346862555, "loss_mask": 0.2963516190648079, "loss_rpn_cls": 0.05419836827786639, "loss_rpn_loc": 0.08035803161328658, "loss_sem_seg": 0.40089306235313416, "lr": 0.02, "mask_rcnn/accuracy": 0.8812428964214678, "mask_rcnn/false_negative": 0.09298696034086171, "mask_rcnn/false_positive": 0.14430767281357082, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5681863030004024, "total_loss": 1.3460728803183883} {"data_time": 0.01274490300056641, "eta_seconds": 140319.35334764575, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.33226525494566733, "fast_rcnn/fg_cls_accuracy": 0.6393717277486911, "iteration": 21179, "loss_box_reg": 0.2570534064434469, "loss_cls": 0.25328462943434715, "loss_mask": 0.2908448399975896, "loss_rpn_cls": 0.056804133811965585, "loss_rpn_loc": 0.08234326157253236, "loss_sem_seg": 0.42044723965227604, "lr": 0.02, "mask_rcnn/accuracy": 0.8763906374238006, "mask_rcnn/false_negative": 0.1063704143409974, "mask_rcnn/false_positive": 0.11383171697944285, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5669252289999349, "total_loss": 1.313014074228704} {"data_time": 0.012845024999478483, "eta_seconds": 140210.21831446732, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.41682490166824904, "fast_rcnn/fg_cls_accuracy": 0.5487478159580664, "iteration": 21199, "loss_box_reg": 0.2602978223003447, "loss_cls": 0.24922803626395762, "loss_mask": 0.2822298752143979, "loss_rpn_cls": 0.055919454840477556, "loss_rpn_loc": 0.07559392764233053, "loss_sem_seg": 0.4009465631097555, "lr": 0.02, "mask_rcnn/accuracy": 0.8808139694474282, "mask_rcnn/false_negative": 0.0982718775068446, "mask_rcnn/false_positive": 0.13898555059562978, "roi_head/num_bg_samples": 431.25, "roi_head/num_fg_samples": 80.75, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5610912844995255, "total_loss": 1.391284778044792} {"data_time": 0.012895496500277659, "eta_seconds": 140179.15479867227, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.38979153234472386, "fast_rcnn/fg_cls_accuracy": 0.5522458628841608, "iteration": 21219, "loss_box_reg": 0.2641169489361346, "loss_cls": 0.2483946867287159, "loss_mask": 0.2993596326559782, "loss_rpn_cls": 0.0653902811172884, "loss_rpn_loc": 0.0898407445056364, "loss_sem_seg": 0.4002352384850383, "lr": 0.02, "mask_rcnn/accuracy": 0.8783567972643602, "mask_rcnn/false_negative": 0.10215961477072211, "mask_rcnn/false_positive": 0.13938221243935184, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5693681165003, "total_loss": 1.3498456744127907} {"data_time": 0.011749854499612411, "eta_seconds": 140242.0380617818, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.4548008171603677, "fast_rcnn/fg_cls_accuracy": 0.45283729494476066, "iteration": 21239, "loss_box_reg": 0.24804914416745305, "loss_cls": 0.2586977151222527, "loss_mask": 0.2920539015904069, "loss_rpn_cls": 0.07044090400449932, "loss_rpn_loc": 0.09439144760835916, "loss_sem_seg": 0.42399780824780464, "lr": 0.02, "mask_rcnn/accuracy": 0.8909763150950035, "mask_rcnn/false_negative": 0.08153655841696539, "mask_rcnn/false_positive": 0.1479615792800868, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5622306594996189, "total_loss": 1.4255332131579053} {"data_time": 0.013073031499516219, "eta_seconds": 140230.76281863177, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.4256465517241379, "fast_rcnn/fg_cls_accuracy": 0.5502232142857143, "iteration": 21259, "loss_box_reg": 0.2661330560222268, "loss_cls": 0.27587450249120593, "loss_mask": 0.2927889656275511, "loss_rpn_cls": 0.06268364610150456, "loss_rpn_loc": 0.0877433730638586, "loss_sem_seg": 0.3974120672792196, "lr": 0.02, "mask_rcnn/accuracy": 0.8716653153015329, "mask_rcnn/false_negative": 0.10601986109291182, "mask_rcnn/false_positive": 0.14369238919691574, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.5586369254997408, "total_loss": 1.4263283489271998} {"data_time": 0.01240647949907725, "eta_seconds": 140293.2146980734, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.423376480912681, "fast_rcnn/fg_cls_accuracy": 0.4956669591926284, "iteration": 21279, "loss_box_reg": 0.26082648849114776, "loss_cls": 0.2890738598071039, "loss_mask": 0.2958800671622157, "loss_rpn_cls": 0.0627069667680189, "loss_rpn_loc": 0.0849067629314959, "loss_sem_seg": 0.40708197839558125, "lr": 0.02, "mask_rcnn/accuracy": 0.8647471756559767, "mask_rcnn/false_negative": 0.11363435304350811, "mask_rcnn/false_positive": 0.11637474407225606, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.5822758060003252, "total_loss": 1.4382633788627572} {"data_time": 0.0126888165004857, "eta_seconds": 140281.93352642338, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.40347222222222223, "fast_rcnn/fg_cls_accuracy": 0.49428763440860213, "iteration": 21299, "loss_box_reg": 0.2813980686478317, "loss_cls": 0.26621702406555414, "loss_mask": 0.3096308568492532, "loss_rpn_cls": 0.047358627401990816, "loss_rpn_loc": 0.08170776581391692, "loss_sem_seg": 0.396457745693624, "lr": 0.02, "mask_rcnn/accuracy": 0.8674378350907983, "mask_rcnn/false_negative": 0.09389316685142088, "mask_rcnn/false_positive": 0.16706119232574057, "roi_head/num_bg_samples": 461.5, "roi_head/num_fg_samples": 50.5, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5518980904998898, "total_loss": 1.3889825771329924} {"data_time": 0.01268052900013572, "eta_seconds": 140161.18173519216, "fast_rcnn/cls_accuracy": 0.90185546875, "fast_rcnn/false_negative": 0.45015146597425076, "fast_rcnn/fg_cls_accuracy": 0.4901960784313726, "iteration": 21319, "loss_box_reg": 0.2703846888616681, "loss_cls": 0.26233350578695536, "loss_mask": 0.28389608208090067, "loss_rpn_cls": 0.05403744144132361, "loss_rpn_loc": 0.08140392729546875, "loss_sem_seg": 0.4057731218636036, "lr": 0.02, "mask_rcnn/accuracy": 0.8590674301635548, "mask_rcnn/false_negative": 0.11262804090309905, "mask_rcnn/false_positive": 0.13518782498647702, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.5633206639995478, "total_loss": 1.392780091278837} {"data_time": 0.012065530999279872, "eta_seconds": 140131.3222064773, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.37908421537045556, "fast_rcnn/fg_cls_accuracy": 0.5162280701754387, "iteration": 21339, "loss_box_reg": 0.25544814160093665, "loss_cls": 0.2684216918423772, "loss_mask": 0.2909582816064358, "loss_rpn_cls": 0.0689427269535372, "loss_rpn_loc": 0.08643595932517201, "loss_sem_seg": 0.43874683952890337, "lr": 0.02, "mask_rcnn/accuracy": 0.8568008266079276, "mask_rcnn/false_negative": 0.10256871824839364, "mask_rcnn/false_positive": 0.14157583374609134, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5653904259997944, "total_loss": 1.4501602509990335} {"data_time": 0.012603276500158245, "eta_seconds": 140193.9869729983, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.4361336281012036, "fast_rcnn/fg_cls_accuracy": 0.5306853582554517, "iteration": 21359, "loss_box_reg": 0.2580161574296653, "loss_cls": 0.27205354953184724, "loss_mask": 0.2984166257083416, "loss_rpn_cls": 0.057663635117933154, "loss_rpn_loc": 0.08897788857575506, "loss_sem_seg": 0.37106343219056726, "lr": 0.02, "mask_rcnn/accuracy": 0.8534890096017198, "mask_rcnn/false_negative": 0.12803864705739076, "mask_rcnn/false_positive": 0.17118644744652034, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.5771580540003924, "total_loss": 1.383209951716708} {"data_time": 0.013191468499826442, "eta_seconds": 140127.36463254213, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.38772676786375415, "fast_rcnn/fg_cls_accuracy": 0.5941093026728386, "iteration": 21379, "loss_box_reg": 0.2635210379958153, "loss_cls": 0.26402780041098595, "loss_mask": 0.2956308489665389, "loss_rpn_cls": 0.055266323310206644, "loss_rpn_loc": 0.09437635332869831, "loss_sem_seg": 0.38625732716172934, "lr": 0.02, "mask_rcnn/accuracy": 0.8703252551020408, "mask_rcnn/false_negative": 0.10435285110236486, "mask_rcnn/false_positive": 0.15904554722294545, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.572788233999745, "total_loss": 1.4193694386049174} {"data_time": 0.013485589999618242, "eta_seconds": 140172.8104588142, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.4050046882325363, "fast_rcnn/fg_cls_accuracy": 0.49684614220114043, "iteration": 21399, "loss_box_reg": 0.25399630051106215, "loss_cls": 0.2686128136701882, "loss_mask": 0.28830800391733646, "loss_rpn_cls": 0.054858368006534874, "loss_rpn_loc": 0.0794687097077258, "loss_sem_seg": 0.36745034996420145, "lr": 0.02, "mask_rcnn/accuracy": 0.8854759196672299, "mask_rcnn/false_negative": 0.09623236588525012, "mask_rcnn/false_positive": 0.14107097718230105, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5678823415000807, "total_loss": 1.3833469778473955} {"data_time": 0.011899220499799412, "eta_seconds": 140240.76176174986, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.4618725868725869, "fast_rcnn/fg_cls_accuracy": 0.5138971610085368, "iteration": 21419, "loss_box_reg": 0.26219669124111533, "loss_cls": 0.26419507910031825, "loss_mask": 0.29007928166538477, "loss_rpn_cls": 0.057874685182468966, "loss_rpn_loc": 0.07759905635612085, "loss_sem_seg": 0.3992975130677223, "lr": 0.02, "mask_rcnn/accuracy": 0.8633909205928425, "mask_rcnn/false_negative": 0.1302049900062413, "mask_rcnn/false_positive": 0.12475042337229217, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5640094370000952, "total_loss": 1.2953226492390968} {"data_time": 0.012430675998984952, "eta_seconds": 140229.47845676984, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.4150132275132275, "fast_rcnn/fg_cls_accuracy": 0.5190934065934065, "iteration": 21439, "loss_box_reg": 0.2542107184417546, "loss_cls": 0.2621981839183718, "loss_mask": 0.283022778108716, "loss_rpn_cls": 0.05562068009749055, "loss_rpn_loc": 0.07011846557725221, "loss_sem_seg": 0.43443755246698856, "lr": 0.02, "mask_rcnn/accuracy": 0.8821415173212142, "mask_rcnn/false_negative": 0.1173957852184101, "mask_rcnn/false_positive": 0.12396377751220293, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 234.75, "rpn/num_pos_anchors": 21.25, "time": 0.5644757145009862, "total_loss": 1.3865262196050026} {"data_time": 0.012525573499260645, "eta_seconds": 140239.70302004155, "fast_rcnn/cls_accuracy": 0.900390625, "fast_rcnn/false_negative": 0.4686379928315412, "fast_rcnn/fg_cls_accuracy": 0.43825538623226484, "iteration": 21459, "loss_box_reg": 0.26288535725325346, "loss_cls": 0.26928640389814973, "loss_mask": 0.2846955908462405, "loss_rpn_cls": 0.05181127379182726, "loss_rpn_loc": 0.07434868515701964, "loss_sem_seg": 0.3707044296897948, "lr": 0.02, "mask_rcnn/accuracy": 0.8810821515259637, "mask_rcnn/false_negative": 0.09588166582799999, "mask_rcnn/false_positive": 0.13295749645775112, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.5648772689992256, "total_loss": 1.3309682527324185} {"data_time": 0.012876145499831182, "eta_seconds": 140228.41798433152, "fast_rcnn/cls_accuracy": 0.90966796875, "fast_rcnn/false_negative": 0.45513098856563905, "fast_rcnn/fg_cls_accuracy": 0.5219047619047619, "iteration": 21479, "loss_box_reg": 0.24447243474423885, "loss_cls": 0.26055567362345755, "loss_mask": 0.282869229093194, "loss_rpn_cls": 0.06392620567930862, "loss_rpn_loc": 0.09229546831920743, "loss_sem_seg": 0.4253256944939494, "lr": 0.02, "mask_rcnn/accuracy": 0.8623139248958709, "mask_rcnn/false_negative": 0.11336165105250032, "mask_rcnn/false_positive": 0.15311328830605597, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5562321510005859, "total_loss": 1.3687984682619572} {"data_time": 0.0125299540004562, "eta_seconds": 140251.95017508225, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.4196911909448819, "fast_rcnn/fg_cls_accuracy": 0.5744186761811023, "iteration": 21499, "loss_box_reg": 0.27610977878794074, "loss_cls": 0.2893752255477011, "loss_mask": 0.30061436351388693, "loss_rpn_cls": 0.06500837055500597, "loss_rpn_loc": 0.09205890656448901, "loss_sem_seg": 0.4219345897436142, "lr": 0.02, "mask_rcnn/accuracy": 0.8830619846363742, "mask_rcnn/false_negative": 0.10203527464207765, "mask_rcnn/false_positive": 0.1350682691586959, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5728239354994002, "total_loss": 1.4924295702949166} {"data_time": 0.013861787499081402, "eta_seconds": 140287.15723256802, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.43529411764705883, "fast_rcnn/fg_cls_accuracy": 0.5529411764705883, "iteration": 21519, "loss_box_reg": 0.2563770138658583, "loss_cls": 0.26365627348423004, "loss_mask": 0.2784154461696744, "loss_rpn_cls": 0.06385601125657558, "loss_rpn_loc": 0.08282588006113656, "loss_sem_seg": 0.4005829906091094, "lr": 0.02, "mask_rcnn/accuracy": 0.8965704743692446, "mask_rcnn/false_negative": 0.08004219440352255, "mask_rcnn/false_positive": 0.13515539952754407, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.56838940849957, "total_loss": 1.3470793527085334} {"data_time": 0.01300944749982591, "eta_seconds": 140286.0831138998, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.44484747023809523, "fast_rcnn/fg_cls_accuracy": 0.4304642528696482, "iteration": 21539, "loss_box_reg": 0.27481589186936617, "loss_cls": 0.28342370176687837, "loss_mask": 0.3126119766384363, "loss_rpn_cls": 0.052048098819795996, "loss_rpn_loc": 0.08964717952767387, "loss_sem_seg": 0.44191920664161444, "lr": 0.02, "mask_rcnn/accuracy": 0.8697694515594256, "mask_rcnn/false_negative": 0.09627693093095961, "mask_rcnn/false_positive": 0.18268837746336097, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5668090819999634, "total_loss": 1.4683293589041568} {"data_time": 0.01230569549898064, "eta_seconds": 140322.5855422594, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.4172932330827067, "fast_rcnn/fg_cls_accuracy": 0.5173611111111112, "iteration": 21559, "loss_box_reg": 0.26248104125261307, "loss_cls": 0.2691278927959502, "loss_mask": 0.29740871861577034, "loss_rpn_cls": 0.05508958949940279, "loss_rpn_loc": 0.0797364867903525, "loss_sem_seg": 0.3951868051663041, "lr": 0.02, "mask_rcnn/accuracy": 0.8682193656683452, "mask_rcnn/false_negative": 0.10371750101554636, "mask_rcnn/false_positive": 0.15235578980133774, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5663696769997841, "total_loss": 1.3774359680828638} {"data_time": 0.012727377500596049, "eta_seconds": 140311.2892919994, "fast_rcnn/cls_accuracy": 0.908203125, "fast_rcnn/false_negative": 0.3839378238341969, "fast_rcnn/fg_cls_accuracy": 0.5856339054404145, "iteration": 21579, "loss_box_reg": 0.26303163822740316, "loss_cls": 0.26935660373419523, "loss_mask": 0.281312252394855, "loss_rpn_cls": 0.06532645830884576, "loss_rpn_loc": 0.07737001514760777, "loss_sem_seg": 0.4576826309785247, "lr": 0.02, "mask_rcnn/accuracy": 0.8652478758021052, "mask_rcnn/false_negative": 0.12037688172438044, "mask_rcnn/false_positive": 0.1841203275113783, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.5614466855013234, "total_loss": 1.407751824008301} {"data_time": 0.012801879000107874, "eta_seconds": 140322.27063706281, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.4950331125827815, "fast_rcnn/fg_cls_accuracy": 0.47201593215983556, "iteration": 21599, "loss_box_reg": 0.26905101630836725, "loss_cls": 0.27159149944782257, "loss_mask": 0.2938140444457531, "loss_rpn_cls": 0.062021375430049375, "loss_rpn_loc": 0.1078788039740175, "loss_sem_seg": 0.3904490042477846, "lr": 0.02, "mask_rcnn/accuracy": 0.8747443524658816, "mask_rcnn/false_negative": 0.11709062403725998, "mask_rcnn/false_positive": 0.11461177776527318, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.5718552144999194, "total_loss": 1.3793517282465473} {"data_time": 0.012558178999825031, "eta_seconds": 140440.24794874433, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.4569521059957725, "fast_rcnn/fg_cls_accuracy": 0.5046881720430108, "iteration": 21619, "loss_box_reg": 0.2620569132268429, "loss_cls": 0.2511068044696003, "loss_mask": 0.2952998736873269, "loss_rpn_cls": 0.05175067228265107, "loss_rpn_loc": 0.07220163510646671, "loss_sem_seg": 0.3960204147733748, "lr": 0.02, "mask_rcnn/accuracy": 0.8819550876688704, "mask_rcnn/false_negative": 0.10952174639638071, "mask_rcnn/false_positive": 0.1213413479067203, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5691160119995402, "total_loss": 1.3336590026738122} {"data_time": 0.012534341500213486, "eta_seconds": 140560.34295419138, "fast_rcnn/cls_accuracy": 0.912109375, "fast_rcnn/false_negative": 0.4802106430155211, "fast_rcnn/fg_cls_accuracy": 0.4939578713968958, "iteration": 21639, "loss_box_reg": 0.2793311793357134, "loss_cls": 0.27495365822687745, "loss_mask": 0.2945133508183062, "loss_rpn_cls": 0.061416379088768736, "loss_rpn_loc": 0.09201238170498982, "loss_sem_seg": 0.39446071442216635, "lr": 0.02, "mask_rcnn/accuracy": 0.858765762402522, "mask_rcnn/false_negative": 0.13505436351198546, "mask_rcnn/false_positive": 0.16200788070691965, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5692039100003967, "total_loss": 1.4549228607793339} {"data_time": 0.013464861500324332, "eta_seconds": 140637.0762008559, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.4137693423597679, "fast_rcnn/fg_cls_accuracy": 0.527139748549323, "iteration": 21659, "loss_box_reg": 0.24724039784632623, "loss_cls": 0.23804756929166615, "loss_mask": 0.2993932580575347, "loss_rpn_cls": 0.06788417693314841, "loss_rpn_loc": 0.10015420289710164, "loss_sem_seg": 0.38869130704551935, "lr": 0.02, "mask_rcnn/accuracy": 0.8683640482054891, "mask_rcnn/false_negative": 0.10398703743283823, "mask_rcnn/false_positive": 0.13905255275502582, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.5769491470000503, "total_loss": 1.3424030086025596} {"data_time": 0.012216038499900606, "eta_seconds": 140648.4613891485, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.4108003857280617, "fast_rcnn/fg_cls_accuracy": 0.5450827205882354, "iteration": 21679, "loss_box_reg": 0.26044847373850644, "loss_cls": 0.29126975452527404, "loss_mask": 0.31132757011801004, "loss_rpn_cls": 0.07036353764124215, "loss_rpn_loc": 0.09589039796264842, "loss_sem_seg": 0.4278232026845217, "lr": 0.02, "mask_rcnn/accuracy": 0.8635726831716293, "mask_rcnn/false_negative": 0.1088743317760718, "mask_rcnn/false_positive": 0.15469415043783596, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.566787963999559, "total_loss": 1.4417842149850912} {"data_time": 0.014033451999239333, "eta_seconds": 140637.1334336885, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.36565105083949745, "fast_rcnn/fg_cls_accuracy": 0.5793226381461676, "iteration": 21699, "loss_box_reg": 0.2430511914426461, "loss_cls": 0.264331579208374, "loss_mask": 0.29584238957613707, "loss_rpn_cls": 0.06543025560677052, "loss_rpn_loc": 0.08011424966389313, "loss_sem_seg": 0.45464231073856354, "lr": 0.02, "mask_rcnn/accuracy": 0.874820484664226, "mask_rcnn/false_negative": 0.11300538188824352, "mask_rcnn/false_positive": 0.15096264133638193, "roi_head/num_bg_samples": 461.0, "roi_head/num_fg_samples": 51.0, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5592638700009047, "total_loss": 1.4429817943600938} {"data_time": 0.012458089999199728, "eta_seconds": 140564.34525439137, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.4023076923076923, "fast_rcnn/fg_cls_accuracy": 0.5333442301405689, "iteration": 21719, "loss_box_reg": 0.2623353637754917, "loss_cls": 0.2607966342475265, "loss_mask": 0.2952703023329377, "loss_rpn_cls": 0.056245071755256504, "loss_rpn_loc": 0.08382882224395871, "loss_sem_seg": 0.41084871301427484, "lr": 0.02, "mask_rcnn/accuracy": 0.8698424528117168, "mask_rcnn/false_negative": 0.0854299884302924, "mask_rcnn/false_positive": 0.1737246796120679, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5606572810002035, "total_loss": 1.3523882454028353} {"data_time": 0.012249594499735394, "eta_seconds": 140490.7194141435, "fast_rcnn/cls_accuracy": 0.91162109375, "fast_rcnn/false_negative": 0.5051724137931035, "fast_rcnn/fg_cls_accuracy": 0.4308945429426664, "iteration": 21739, "loss_box_reg": 0.2562726433388889, "loss_cls": 0.27390602231025696, "loss_mask": 0.2966892458498478, "loss_rpn_cls": 0.05496983486227691, "loss_rpn_loc": 0.08540486049605533, "loss_sem_seg": 0.4636821378953755, "lr": 0.02, "mask_rcnn/accuracy": 0.8720948430527953, "mask_rcnn/false_negative": 0.08278390124039584, "mask_rcnn/false_positive": 0.18139214369350942, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5527335319993654, "total_loss": 1.4340871547465213} {"data_time": 0.01333234700086905, "eta_seconds": 140410.30987648913, "fast_rcnn/cls_accuracy": 0.90576171875, "fast_rcnn/false_negative": 0.44080459770114944, "fast_rcnn/fg_cls_accuracy": 0.4356410256410257, "iteration": 21759, "loss_box_reg": 0.2632264264393598, "loss_cls": 0.2624521213583648, "loss_mask": 0.3086153594776988, "loss_rpn_cls": 0.054480814724229276, "loss_rpn_loc": 0.07852951751556247, "loss_sem_seg": 0.40599031932651997, "lr": 0.02, "mask_rcnn/accuracy": 0.8711662808186859, "mask_rcnn/false_negative": 0.09292423932647925, "mask_rcnn/false_positive": 0.14236173762832066, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5668540659999053, "total_loss": 1.3858271996723488} {"data_time": 0.011855284500597918, "eta_seconds": 140398.99745751914, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.48134328358208955, "fast_rcnn/fg_cls_accuracy": 0.41452834799608995, "iteration": 21779, "loss_box_reg": 0.247157983481884, "loss_cls": 0.26004228135570884, "loss_mask": 0.27948768623173237, "loss_rpn_cls": 0.05113915307447314, "loss_rpn_loc": 0.0788195536006242, "loss_sem_seg": 0.3768061278387904, "lr": 0.02, "mask_rcnn/accuracy": 0.8893494311679443, "mask_rcnn/false_negative": 0.10045055346222251, "mask_rcnn/false_positive": 0.1307898477592851, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5686147970000093, "total_loss": 1.3197348681278527} {"data_time": 0.012572731500767986, "eta_seconds": 140387.68503854916, "fast_rcnn/cls_accuracy": 0.90087890625, "fast_rcnn/false_negative": 0.4065454643686855, "fast_rcnn/fg_cls_accuracy": 0.5642013516074023, "iteration": 21799, "loss_box_reg": 0.24473749194294214, "loss_cls": 0.25693767843768, "loss_mask": 0.29548323433846235, "loss_rpn_cls": 0.05440962393186055, "loss_rpn_loc": 0.0833293839241378, "loss_sem_seg": 0.43155883625149727, "lr": 0.02, "mask_rcnn/accuracy": 0.8681132572076449, "mask_rcnn/false_negative": 0.10542698772920307, "mask_rcnn/false_positive": 0.15678700986236163, "roi_head/num_bg_samples": 427.0, "roi_head/num_fg_samples": 85.0, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.5750539054997716, "total_loss": 1.3973891103305505} {"data_time": 0.011944207500164339, "eta_seconds": 140530.63237429466, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.4588815789473684, "fast_rcnn/fg_cls_accuracy": 0.4439884302689181, "iteration": 21819, "loss_box_reg": 0.2754363645799458, "loss_cls": 0.27005488332360983, "loss_mask": 0.2831237195059657, "loss_rpn_cls": 0.060161100467666984, "loss_rpn_loc": 0.08775853822589852, "loss_sem_seg": 0.4444078430533409, "lr": 0.02, "mask_rcnn/accuracy": 0.9018222564646977, "mask_rcnn/false_negative": 0.09194909097481199, "mask_rcnn/false_positive": 0.11067450786910843, "roi_head/num_bg_samples": 458.5, "roi_head/num_fg_samples": 53.5, "rpn/num_neg_anchors": 238.25, "rpn/num_pos_anchors": 17.75, "time": 0.5718524550002257, "total_loss": 1.4397751466749469} {"data_time": 0.012503306499638711, "eta_seconds": 140519.30752409465, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.46364227642276423, "fast_rcnn/fg_cls_accuracy": 0.5200975609756098, "iteration": 21839, "loss_box_reg": 0.26966494088992476, "loss_cls": 0.25849599950015545, "loss_mask": 0.2919486854225397, "loss_rpn_cls": 0.059818691021064296, "loss_rpn_loc": 0.09592581575270742, "loss_sem_seg": 0.4208114566281438, "lr": 0.02, "mask_rcnn/accuracy": 0.8874233099489796, "mask_rcnn/false_negative": 0.10878138552164496, "mask_rcnn/false_positive": 0.12215584214469574, "roi_head/num_bg_samples": 469.25, "roi_head/num_fg_samples": 42.75, "rpn/num_neg_anchors": 236.5, "rpn/num_pos_anchors": 19.5, "time": 0.5742250479997892, "total_loss": 1.4687053065863438} {"data_time": 0.013230065498646582, "eta_seconds": 140530.1072974405, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.4480200719973819, "fast_rcnn/fg_cls_accuracy": 0.49063923089897116, "iteration": 21859, "loss_box_reg": 0.2599267647601664, "loss_cls": 0.26378892455250025, "loss_mask": 0.291752805467695, "loss_rpn_cls": 0.06100075045833364, "loss_rpn_loc": 0.09633198846131563, "loss_sem_seg": 0.4492476596496999, "lr": 0.02, "mask_rcnn/accuracy": 0.8804868584943792, "mask_rcnn/false_negative": 0.12238983819832329, "mask_rcnn/false_positive": 0.1340727233093762, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5596142955000687, "total_loss": 1.3981901436345652} {"data_time": 0.012756226999044884, "eta_seconds": 140328.95867056833, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.4246241365298659, "fast_rcnn/fg_cls_accuracy": 0.4478975215817321, "iteration": 21879, "loss_box_reg": 0.2713124109432101, "loss_cls": 0.2663575145415962, "loss_mask": 0.2944049509242177, "loss_rpn_cls": 0.0611091980827041, "loss_rpn_loc": 0.0959732643677853, "loss_sem_seg": 0.38051219843328, "lr": 0.02, "mask_rcnn/accuracy": 0.8720701855582997, "mask_rcnn/false_negative": 0.10817364686951512, "mask_rcnn/false_positive": 0.12441502317734085, "roi_head/num_bg_samples": 468.75, "roi_head/num_fg_samples": 43.25, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.553489856500164, "total_loss": 1.42239972401876} {"data_time": 0.01220514099986758, "eta_seconds": 140307.30710844076, "fast_rcnn/cls_accuracy": 0.90087890625, "fast_rcnn/false_negative": 0.5281922043010753, "fast_rcnn/fg_cls_accuracy": 0.4414314516129032, "iteration": 21899, "loss_box_reg": 0.2758280928246677, "loss_cls": 0.2682282868772745, "loss_mask": 0.2979589756578207, "loss_rpn_cls": 0.051530048600398004, "loss_rpn_loc": 0.0842540079029277, "loss_sem_seg": 0.42281026393175125, "lr": 0.02, "mask_rcnn/accuracy": 0.868602519132653, "mask_rcnn/false_negative": 0.10539030943739239, "mask_rcnn/false_positive": 0.16588851085868406, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.5611218830008511, "total_loss": 1.3776718706358224} {"data_time": 0.012814562500352622, "eta_seconds": 140254.12797904547, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.4353830298866369, "fast_rcnn/fg_cls_accuracy": 0.5339430894308943, "iteration": 21919, "loss_box_reg": 0.25745783979073167, "loss_cls": 0.26313592307269573, "loss_mask": 0.28738605231046677, "loss_rpn_cls": 0.055731123429723084, "loss_rpn_loc": 0.0890019076759927, "loss_sem_seg": 0.40616314741782844, "lr": 0.02, "mask_rcnn/accuracy": 0.8858024946991783, "mask_rcnn/false_negative": 0.08441429401128231, "mask_rcnn/false_positive": 0.13824832191496267, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.558881232501335, "total_loss": 1.3985069843183737} {"data_time": 0.012752770500810584, "eta_seconds": 140221.86528231876, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.40511175496688745, "fast_rcnn/fg_cls_accuracy": 0.5046296296296297, "iteration": 21939, "loss_box_reg": 0.2787653333507478, "loss_cls": 0.2874416811391711, "loss_mask": 0.2904773913323879, "loss_rpn_cls": 0.058435368177015334, "loss_rpn_loc": 0.09154981758911163, "loss_sem_seg": 0.413630778901279, "lr": 0.02, "mask_rcnn/accuracy": 0.8600592580782312, "mask_rcnn/false_negative": 0.10755442066521445, "mask_rcnn/false_positive": 0.1661546539590602, "roi_head/num_bg_samples": 459.5, "roi_head/num_fg_samples": 52.5, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5648350674991889, "total_loss": 1.4807921857573092} {"data_time": 0.013684383999134297, "eta_seconds": 140256.8851014017, "fast_rcnn/cls_accuracy": 0.9111328125, "fast_rcnn/false_negative": 0.47958245798319327, "fast_rcnn/fg_cls_accuracy": 0.4603247549019608, "iteration": 21959, "loss_box_reg": 0.27525241300463676, "loss_cls": 0.2783991568721831, "loss_mask": 0.3027426330372691, "loss_rpn_cls": 0.06998622126411647, "loss_rpn_loc": 0.08904384251218289, "loss_sem_seg": 0.4431380573660135, "lr": 0.02, "mask_rcnn/accuracy": 0.8667206649983363, "mask_rcnn/false_negative": 0.12336937638740193, "mask_rcnn/false_positive": 0.14011341067971214, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.5652534035007193, "total_loss": 1.4682031699921936} {"data_time": 0.01215656849944935, "eta_seconds": 140262.53870818362, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.3923943545724662, "fast_rcnn/fg_cls_accuracy": 0.550895225464191, "iteration": 21979, "loss_box_reg": 0.252391105517745, "loss_cls": 0.25281908735632896, "loss_mask": 0.2933979593217373, "loss_rpn_cls": 0.0579664746474009, "loss_rpn_loc": 0.09197809809120372, "loss_sem_seg": 0.4275811710394919, "lr": 0.02, "mask_rcnn/accuracy": 0.8813890616984071, "mask_rcnn/false_negative": 0.09481045826799833, "mask_rcnn/false_positive": 0.13689890122678794, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 235.75, "rpn/num_pos_anchors": 20.25, "time": 0.5710863104995951, "total_loss": 1.4135874455969315} {"data_time": 0.013472646000082023, "eta_seconds": 140251.22817087363, "fast_rcnn/cls_accuracy": 0.90380859375, "fast_rcnn/false_negative": 0.4344307073030478, "fast_rcnn/fg_cls_accuracy": 0.5173540948532034, "iteration": 21999, "loss_box_reg": 0.25541166216135025, "loss_cls": 0.243100373307243, "loss_mask": 0.2915034592151642, "loss_rpn_cls": 0.06759963656077161, "loss_rpn_loc": 0.10215655420324765, "loss_sem_seg": 0.4210889092646539, "lr": 0.02, "mask_rcnn/accuracy": 0.8487129559270516, "mask_rcnn/false_negative": 0.12796723952636907, "mask_rcnn/false_positive": 0.15198445669756205, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.5679699239990441, "total_loss": 1.4250699186814018} {"data_time": 0.01258450850036752, "eta_seconds": 140222.9575930217, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.4641025641025641, "fast_rcnn/fg_cls_accuracy": 0.504059829059829, "iteration": 22019, "loss_box_reg": 0.2713643107563257, "loss_cls": 0.26202775118872523, "loss_mask": 0.2837601490318775, "loss_rpn_cls": 0.06191302841762081, "loss_rpn_loc": 0.09243046422488987, "loss_sem_seg": 0.41665466129779816, "lr": 0.02, "mask_rcnn/accuracy": 0.8657096750340013, "mask_rcnn/false_negative": 0.11056481350289382, "mask_rcnn/false_positive": 0.16096487161383194, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.5537209475005511, "total_loss": 1.3983027273206972} {"data_time": 0.012375559500469535, "eta_seconds": 140222.56899808874, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.39983775529681237, "fast_rcnn/fg_cls_accuracy": 0.536438251574728, "iteration": 22039, "loss_box_reg": 0.2509548915550113, "loss_cls": 0.27169874077662826, "loss_mask": 0.3052012184634805, "loss_rpn_cls": 0.07155421370407566, "loss_rpn_loc": 0.0909072735812515, "loss_sem_seg": 0.403817736543715, "lr": 0.02, "mask_rcnn/accuracy": 0.8865426634229852, "mask_rcnn/false_negative": 0.08496658346006336, "mask_rcnn/false_positive": 0.1341028445191332, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5648739084999761, "total_loss": 1.4239763284567744} {"data_time": 0.01249234650094877, "eta_seconds": 140244.91954185197, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.39722572509457754, "fast_rcnn/fg_cls_accuracy": 0.5554986338797814, "iteration": 22059, "loss_box_reg": 0.23904922511428595, "loss_cls": 0.25117394095286727, "loss_mask": 0.2913896916434169, "loss_rpn_cls": 0.06345963123021647, "loss_rpn_loc": 0.08719316084170714, "loss_sem_seg": 0.4266900662332773, "lr": 0.02, "mask_rcnn/accuracy": 0.8707594590746481, "mask_rcnn/false_negative": 0.09096466525961457, "mask_rcnn/false_positive": 0.14551746326634202, "roi_head/num_bg_samples": 456.75, "roi_head/num_fg_samples": 55.25, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5695744539998486, "total_loss": 1.436964423803147} {"data_time": 0.012172579499747371, "eta_seconds": 140199.94889750873, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3921502384737679, "fast_rcnn/fg_cls_accuracy": 0.5776952776952777, "iteration": 22079, "loss_box_reg": 0.2622201587073505, "loss_cls": 0.257813828997314, "loss_mask": 0.2968974346294999, "loss_rpn_cls": 0.06691076571587473, "loss_rpn_loc": 0.0844474514015019, "loss_sem_seg": 0.40846636123023927, "lr": 0.02, "mask_rcnn/accuracy": 0.8770242512589451, "mask_rcnn/false_negative": 0.09640480645896513, "mask_rcnn/false_positive": 0.14064493708714568, "roi_head/num_bg_samples": 461.25, "roi_head/num_fg_samples": 50.75, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5625253480002357, "total_loss": 1.4039104065159336} {"data_time": 0.013311396000062814, "eta_seconds": 140222.29401085194, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.4630630630630631, "fast_rcnn/fg_cls_accuracy": 0.4787775891341256, "iteration": 22099, "loss_box_reg": 0.23882546508684754, "loss_cls": 0.24239682010374963, "loss_mask": 0.28546744398772717, "loss_rpn_cls": 0.054025999328587204, "loss_rpn_loc": 0.09302395628765225, "loss_sem_seg": 0.4129420209210366, "lr": 0.02, "mask_rcnn/accuracy": 0.8859214374335342, "mask_rcnn/false_negative": 0.09100425839561205, "mask_rcnn/false_positive": 0.14419297088227756, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.5735578865005664, "total_loss": 1.3415574349928647} {"data_time": 0.012413609500072198, "eta_seconds": 140378.94516296513, "fast_rcnn/cls_accuracy": 0.90087890625, "fast_rcnn/false_negative": 0.48717948717948717, "fast_rcnn/fg_cls_accuracy": 0.42844202898550726, "iteration": 22119, "loss_box_reg": 0.28345773043110967, "loss_cls": 0.27890036860480905, "loss_mask": 0.2850921554490924, "loss_rpn_cls": 0.06064002064522356, "loss_rpn_loc": 0.07908801507437602, "loss_sem_seg": 0.4372173482552171, "lr": 0.02, "mask_rcnn/accuracy": 0.8701325385535912, "mask_rcnn/false_negative": 0.1310250496690214, "mask_rcnn/false_positive": 0.12835959966921145, "roi_head/num_bg_samples": 428.75, "roi_head/num_fg_samples": 83.25, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5774146210005711, "total_loss": 1.449748030048795} {"data_time": 0.012645570000131556, "eta_seconds": 140326.56215779178, "fast_rcnn/cls_accuracy": 0.908203125, "fast_rcnn/false_negative": 0.5383909668313338, "fast_rcnn/fg_cls_accuracy": 0.4256678281068525, "iteration": 22139, "loss_box_reg": 0.26905330875888467, "loss_cls": 0.2756690876558423, "loss_mask": 0.2912601842544973, "loss_rpn_cls": 0.05594989791279659, "loss_rpn_loc": 0.09661798411980271, "loss_sem_seg": 0.35814970592036843, "lr": 0.02, "mask_rcnn/accuracy": 0.8626589326206673, "mask_rcnn/false_negative": 0.11614423662114987, "mask_rcnn/false_positive": 0.15260251712352293, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.568039275501178, "total_loss": 1.3622996750636958} {"data_time": 0.012745667499075353, "eta_seconds": 140315.2391531918, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.39235083346315625, "fast_rcnn/fg_cls_accuracy": 0.5536842105263158, "iteration": 22159, "loss_box_reg": 0.24660016084089875, "loss_cls": 0.2502030306495726, "loss_mask": 0.2817085003480315, "loss_rpn_cls": 0.06315144151449203, "loss_rpn_loc": 0.07737828872632235, "loss_sem_seg": 0.42013381142169237, "lr": 0.02, "mask_rcnn/accuracy": 0.8831837599943686, "mask_rcnn/false_negative": 0.09841159246295778, "mask_rcnn/false_positive": 0.14279942036296378, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.5658087544998125, "total_loss": 1.3835061246936675} {"data_time": 0.014030346499566804, "eta_seconds": 140303.91614859182, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.4137470804137471, "fast_rcnn/fg_cls_accuracy": 0.527027027027027, "iteration": 22179, "loss_box_reg": 0.25043018953874707, "loss_cls": 0.2541631064377725, "loss_mask": 0.2909669065847993, "loss_rpn_cls": 0.05543293623486534, "loss_rpn_loc": 0.08980644342955202, "loss_sem_seg": 0.36764094047248363, "lr": 0.02, "mask_rcnn/accuracy": 0.8886924473949056, "mask_rcnn/false_negative": 0.09343982597817713, "mask_rcnn/false_positive": 0.13998938353305743, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5725835089997418, "total_loss": 1.321890591236297} {"data_time": 0.012469937501009554, "eta_seconds": 140292.59314399183, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.4795045446444484, "fast_rcnn/fg_cls_accuracy": 0.4576539549925886, "iteration": 22199, "loss_box_reg": 0.24238510068971664, "loss_cls": 0.24596903519704938, "loss_mask": 0.28417864441871643, "loss_rpn_cls": 0.06017692881869152, "loss_rpn_loc": 0.08574547275202349, "loss_sem_seg": 0.41146585857495666, "lr": 0.02, "mask_rcnn/accuracy": 0.8632498625166736, "mask_rcnn/false_negative": 0.12726326415816824, "mask_rcnn/false_positive": 0.1463307839304548, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5513272545003929, "total_loss": 1.3270827779197134} {"data_time": 0.012236759000188613, "eta_seconds": 140281.27013939185, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.4678912213740458, "fast_rcnn/fg_cls_accuracy": 0.4666666666666667, "iteration": 22219, "loss_box_reg": 0.26427342696115375, "loss_cls": 0.2680380803067237, "loss_mask": 0.2847775211557746, "loss_rpn_cls": 0.05825225880835205, "loss_rpn_loc": 0.0735730251763016, "loss_sem_seg": 0.4161034347489476, "lr": 0.02, "mask_rcnn/accuracy": 0.8811739425190808, "mask_rcnn/false_negative": 0.11279571584446352, "mask_rcnn/false_positive": 0.14485236165530158, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5631274249999478, "total_loss": 1.3540709958178923} {"data_time": 0.012598202999470232, "eta_seconds": 140194.53748232024, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3712751677852349, "fast_rcnn/fg_cls_accuracy": 0.5477784540474742, "iteration": 22239, "loss_box_reg": 0.25986019894480705, "loss_cls": 0.2580898213200271, "loss_mask": 0.2899299282580614, "loss_rpn_cls": 0.06411813152953982, "loss_rpn_loc": 0.09943308719084598, "loss_sem_seg": 0.392895320430398, "lr": 0.02, "mask_rcnn/accuracy": 0.8862480133793498, "mask_rcnn/false_negative": 0.09685635106086665, "mask_rcnn/false_positive": 0.1556177315013436, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5539238384999408, "total_loss": 1.342588233150309} {"data_time": 0.012357646000054956, "eta_seconds": 140281.4856698947, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.5521762565691956, "fast_rcnn/fg_cls_accuracy": 0.426448087431694, "iteration": 22259, "loss_box_reg": 0.24147583171725273, "loss_cls": 0.24388344632461667, "loss_mask": 0.29726142017170787, "loss_rpn_cls": 0.05062614171765745, "loss_rpn_loc": 0.06525377021171153, "loss_sem_seg": 0.38304781448096037, "lr": 0.02, "mask_rcnn/accuracy": 0.8545229918890633, "mask_rcnn/false_negative": 0.09605607324684881, "mask_rcnn/false_positive": 0.18780114594777358, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5685592560002988, "total_loss": 1.2683221908519045} {"data_time": 0.013561246499193658, "eta_seconds": 140153.5016932759, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.422485496610051, "fast_rcnn/fg_cls_accuracy": 0.5355909694555112, "iteration": 22279, "loss_box_reg": 0.2678934261202812, "loss_cls": 0.2555281715467572, "loss_mask": 0.29448018968105316, "loss_rpn_cls": 0.06248097529169172, "loss_rpn_loc": 0.08564409625250846, "loss_sem_seg": 0.4156924958806485, "lr": 0.02, "mask_rcnn/accuracy": 0.8747320268057595, "mask_rcnn/false_negative": 0.10519387524523459, "mask_rcnn/false_positive": 0.1594304652538125, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.56495667550098, "total_loss": 1.4005975585023407} {"data_time": 0.012427593500433431, "eta_seconds": 140169.57096939912, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3666523050409306, "fast_rcnn/fg_cls_accuracy": 0.5429779522802778, "iteration": 22299, "loss_box_reg": 0.2534604421816766, "loss_cls": 0.2550272820517421, "loss_mask": 0.29929499607533216, "loss_rpn_cls": 0.05470320687163621, "loss_rpn_loc": 0.08610497124027461, "loss_sem_seg": 0.3870671624317765, "lr": 0.02, "mask_rcnn/accuracy": 0.8844269461816985, "mask_rcnn/false_negative": 0.09371406938189247, "mask_rcnn/false_positive": 0.1437777432674066, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5661459755001488, "total_loss": 1.355620474088937} {"data_time": 0.012077747998773702, "eta_seconds": 140269.87423681354, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.4843597262952102, "fast_rcnn/fg_cls_accuracy": 0.5101914336868201, "iteration": 22319, "loss_box_reg": 0.2713220985606313, "loss_cls": 0.2743331864476204, "loss_mask": 0.3047428894788027, "loss_rpn_cls": 0.05487982806516811, "loss_rpn_loc": 0.08341844205278903, "loss_sem_seg": 0.3569891136139631, "lr": 0.02, "mask_rcnn/accuracy": 0.8683817630246202, "mask_rcnn/false_negative": 0.09638766272814607, "mask_rcnn/false_positive": 0.1503889548559666, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5796499814996423, "total_loss": 1.3736706056515686} {"data_time": 0.011888065999301034, "eta_seconds": 140258.54758081355, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.40593153906454144, "fast_rcnn/fg_cls_accuracy": 0.5545058139534884, "iteration": 22339, "loss_box_reg": 0.2556310035288334, "loss_cls": 0.23734473204240203, "loss_mask": 0.2840945324860513, "loss_rpn_cls": 0.057981591671705246, "loss_rpn_loc": 0.08196049788966775, "loss_sem_seg": 0.367596123367548, "lr": 0.02, "mask_rcnn/accuracy": 0.8745960571037552, "mask_rcnn/false_negative": 0.12815419234147066, "mask_rcnn/false_positive": 0.13305513535978236, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.5671789920006631, "total_loss": 1.2841427102976013} {"data_time": 0.012698184000328183, "eta_seconds": 140135.6180412391, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.4334215167548501, "fast_rcnn/fg_cls_accuracy": 0.5299736495388669, "iteration": 22359, "loss_box_reg": 0.25566963898018, "loss_cls": 0.26015006587840617, "loss_mask": 0.28758915374055505, "loss_rpn_cls": 0.0554213595460169, "loss_rpn_loc": 0.06964707281440496, "loss_sem_seg": 0.3954132469370961, "lr": 0.02, "mask_rcnn/accuracy": 0.8747724222398767, "mask_rcnn/false_negative": 0.11024692581393997, "mask_rcnn/false_positive": 0.1543414909679549, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5662359534999268, "total_loss": 1.3285918077890528} {"data_time": 0.012013604999083327, "eta_seconds": 140124.3003985191, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.4390416238437821, "fast_rcnn/fg_cls_accuracy": 0.5276785714285714, "iteration": 22379, "loss_box_reg": 0.26436924934387207, "loss_cls": 0.2625944409519434, "loss_mask": 0.3006204906851053, "loss_rpn_cls": 0.060611276887357235, "loss_rpn_loc": 0.08779691555537283, "loss_sem_seg": 0.39234053110703826, "lr": 0.02, "mask_rcnn/accuracy": 0.8752020154493233, "mask_rcnn/false_negative": 0.10079218454930827, "mask_rcnn/false_positive": 0.16174083995633093, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.5678785865002283, "total_loss": 1.3814712325111032} {"data_time": 0.013439333000860643, "eta_seconds": 140085.60910361577, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.4539741847826087, "fast_rcnn/fg_cls_accuracy": 0.5021739130434782, "iteration": 22399, "loss_box_reg": 0.26189896278083324, "loss_cls": 0.2553629227913916, "loss_mask": 0.29010355565696955, "loss_rpn_cls": 0.058553269307594746, "loss_rpn_loc": 0.09130729048047215, "loss_sem_seg": 0.38129515293985605, "lr": 0.02, "mask_rcnn/accuracy": 0.8828055678793256, "mask_rcnn/false_negative": 0.09925096464343258, "mask_rcnn/false_positive": 0.11332727635284692, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.56455611399997, "total_loss": 1.3143925906333607} {"data_time": 0.012958758000422677, "eta_seconds": 140149.52908111634, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.48011064278187565, "fast_rcnn/fg_cls_accuracy": 0.4682730923694779, "iteration": 22419, "loss_box_reg": 0.25870751263573766, "loss_cls": 0.23859869851730764, "loss_mask": 0.291500186547637, "loss_rpn_cls": 0.05753061856376007, "loss_rpn_loc": 0.08812060829950497, "loss_sem_seg": 0.39063695911318064, "lr": 0.02, "mask_rcnn/accuracy": 0.8692330035593826, "mask_rcnn/false_negative": 0.09606420751036353, "mask_rcnn/false_positive": 0.15724840061373924, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.571744473999388, "total_loss": 1.3451158282114193} {"data_time": 0.012468909500057634, "eta_seconds": 140179.5620180947, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.36826383319967926, "fast_rcnn/fg_cls_accuracy": 0.5892857142857143, "iteration": 22439, "loss_box_reg": 0.2697834777645767, "loss_cls": 0.24080641102045774, "loss_mask": 0.300289792008698, "loss_rpn_cls": 0.05132774566300213, "loss_rpn_loc": 0.07634427091397811, "loss_sem_seg": 0.40119204949587584, "lr": 0.02, "mask_rcnn/accuracy": 0.8778665772049807, "mask_rcnn/false_negative": 0.10135777973862067, "mask_rcnn/false_positive": 0.15174203291529834, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5676270799995109, "total_loss": 1.3549305840278976} {"data_time": 0.012685298998803773, "eta_seconds": 140190.58764481355, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.4959795321637427, "fast_rcnn/fg_cls_accuracy": 0.4487847222222222, "iteration": 22459, "loss_box_reg": 0.2694415005389601, "loss_cls": 0.27930557914078236, "loss_mask": 0.2898517046123743, "loss_rpn_cls": 0.06188875452789944, "loss_rpn_loc": 0.08540888458082918, "loss_sem_seg": 0.3796111079864204, "lr": 0.02, "mask_rcnn/accuracy": 0.8745753350345187, "mask_rcnn/false_negative": 0.11157458740452754, "mask_rcnn/false_positive": 0.14435633310258916, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5708806885004378, "total_loss": 1.358389121844084} {"data_time": 0.012504151000030106, "eta_seconds": 140200.10522722092, "fast_rcnn/cls_accuracy": 0.91357421875, "fast_rcnn/false_negative": 0.4374847374847375, "fast_rcnn/fg_cls_accuracy": 0.45438193481276007, "iteration": 22479, "loss_box_reg": 0.2598196887411177, "loss_cls": 0.27899239491671324, "loss_mask": 0.2827510703355074, "loss_rpn_cls": 0.0597897827392444, "loss_rpn_loc": 0.08064478682354093, "loss_sem_seg": 0.4004051727242768, "lr": 0.02, "mask_rcnn/accuracy": 0.8698683185724696, "mask_rcnn/false_negative": 0.10711777308947443, "mask_rcnn/false_positive": 0.1746427818298477, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5759575900001437, "total_loss": 1.389377024868736} {"data_time": 0.012664390500503941, "eta_seconds": 140262.59703044017, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.3947660519125683, "fast_rcnn/fg_cls_accuracy": 0.5, "iteration": 22499, "loss_box_reg": 0.2565330262295902, "loss_cls": 0.270434336271137, "loss_mask": 0.29293400049209595, "loss_rpn_cls": 0.05497855134308338, "loss_rpn_loc": 0.084204080310883, "loss_sem_seg": 0.37037311727181077, "lr": 0.02, "mask_rcnn/accuracy": 0.8549790037014025, "mask_rcnn/false_negative": 0.11688743210561062, "mask_rcnn/false_positive": 0.15052741287761756, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5730687229997784, "total_loss": 1.3576290112978313} {"data_time": 0.012196240999401198, "eta_seconds": 140177.44854674092, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.4265647396082179, "fast_rcnn/fg_cls_accuracy": 0.520783564261825, "iteration": 22519, "loss_box_reg": 0.2696572686545551, "loss_cls": 0.2777741844765842, "loss_mask": 0.2963657616637647, "loss_rpn_cls": 0.05986826232401654, "loss_rpn_loc": 0.08707936793507542, "loss_sem_seg": 0.3992108665406704, "lr": 0.02, "mask_rcnn/accuracy": 0.8691910942763486, "mask_rcnn/false_negative": 0.10892223810490737, "mask_rcnn/false_positive": 0.14319044859373498, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.554029596500186, "total_loss": 1.4056801016413374} {"data_time": 0.012673487500251213, "eta_seconds": 140166.12020650093, "fast_rcnn/cls_accuracy": 0.90869140625, "fast_rcnn/false_negative": 0.4354166666666667, "fast_rcnn/fg_cls_accuracy": 0.536595394736842, "iteration": 22539, "loss_box_reg": 0.24750471394509077, "loss_cls": 0.2452262428123504, "loss_mask": 0.2847591759636998, "loss_rpn_cls": 0.05428368860157207, "loss_rpn_loc": 0.08143985649803653, "loss_sem_seg": 0.37096583284437656, "lr": 0.02, "mask_rcnn/accuracy": 0.8745491719487539, "mask_rcnn/false_negative": 0.0834837037895769, "mask_rcnn/false_positive": 0.1588066233488986, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5670583589999296, "total_loss": 1.3311491793137975} {"data_time": 0.013163596000595135, "eta_seconds": 140147.9180790608, "fast_rcnn/cls_accuracy": 0.9111328125, "fast_rcnn/false_negative": 0.4322454637096774, "fast_rcnn/fg_cls_accuracy": 0.5405772495755518, "iteration": 22559, "loss_box_reg": 0.26058064540848136, "loss_cls": 0.23989519127644598, "loss_mask": 0.2966612773016095, "loss_rpn_cls": 0.04567697137827054, "loss_rpn_loc": 0.08265170149388723, "loss_sem_seg": 0.40943018486723304, "lr": 0.02, "mask_rcnn/accuracy": 0.8550641674192747, "mask_rcnn/false_negative": 0.1335039494757284, "mask_rcnn/false_positive": 0.15206725732866522, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.5517491130003691, "total_loss": 1.3063702852232382} {"data_time": 0.012983194501430262, "eta_seconds": 140075.55215221675, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.4376815006671376, "fast_rcnn/fg_cls_accuracy": 0.5546831871434705, "iteration": 22579, "loss_box_reg": 0.2494921889156103, "loss_cls": 0.24622164689935744, "loss_mask": 0.29571860935539007, "loss_rpn_cls": 0.05205516115529463, "loss_rpn_loc": 0.06662649568170309, "loss_sem_seg": 0.3749338067136705, "lr": 0.02, "mask_rcnn/accuracy": 0.8689091593307235, "mask_rcnn/false_negative": 0.1005219458706074, "mask_rcnn/false_positive": 0.145365717472292, "roi_head/num_bg_samples": 459.25, "roi_head/num_fg_samples": 52.75, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5615572814995176, "total_loss": 1.291566230240278} {"data_time": 0.014676501499707229, "eta_seconds": 140022.90158288847, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.48751764468642866, "fast_rcnn/fg_cls_accuracy": 0.4869933454325469, "iteration": 22599, "loss_box_reg": 0.27312695560976863, "loss_cls": 0.2566411579027772, "loss_mask": 0.2887093015015125, "loss_rpn_cls": 0.05064376210793853, "loss_rpn_loc": 0.07855519186705351, "loss_sem_seg": 0.42452846141532063, "lr": 0.02, "mask_rcnn/accuracy": 0.875449634218767, "mask_rcnn/false_negative": 0.10897726001853764, "mask_rcnn/false_positive": 0.14919480730980922, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5692434474995025, "total_loss": 1.4017953575530555} {"data_time": 0.011912177999874984, "eta_seconds": 140099.97439681354, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.41931438127090304, "fast_rcnn/fg_cls_accuracy": 0.516025641025641, "iteration": 22619, "loss_box_reg": 0.26602585334330797, "loss_cls": 0.2850645696744323, "loss_mask": 0.2966368729248643, "loss_rpn_cls": 0.0595418774173595, "loss_rpn_loc": 0.09732094663195312, "loss_sem_seg": 0.41665264847688377, "lr": 0.02, "mask_rcnn/accuracy": 0.882470693126749, "mask_rcnn/false_negative": 0.10692641410660894, "mask_rcnn/false_positive": 0.1513764328536597, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5813861445003567, "total_loss": 1.4134900512872264} {"data_time": 0.01228350949986634, "eta_seconds": 140088.64774081353, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.441955574563631, "fast_rcnn/fg_cls_accuracy": 0.4872881355932204, "iteration": 22639, "loss_box_reg": 0.26595592126250267, "loss_cls": 0.26463278802111745, "loss_mask": 0.2948093404993415, "loss_rpn_cls": 0.05379216880828608, "loss_rpn_loc": 0.08351703491644002, "loss_sem_seg": 0.3595536993816495, "lr": 0.02, "mask_rcnn/accuracy": 0.8662453428279095, "mask_rcnn/false_negative": 0.12762922181118924, "mask_rcnn/false_positive": 0.15273992696633576, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5761692115002006, "total_loss": 1.3088145789224654} {"data_time": 0.012403530000483443, "eta_seconds": 139910.81978075366, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.468975468975469, "fast_rcnn/fg_cls_accuracy": 0.4603729603729604, "iteration": 22659, "loss_box_reg": 0.2759717716835439, "loss_cls": 0.26591741805896163, "loss_mask": 0.2807691553607583, "loss_rpn_cls": 0.05750395660288632, "loss_rpn_loc": 0.08773419065983035, "loss_sem_seg": 0.4023664437700063, "lr": 0.02, "mask_rcnn/accuracy": 0.8698718692022264, "mask_rcnn/false_negative": 0.08896971149821851, "mask_rcnn/false_positive": 0.18155284028989235, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5634498480003458, "total_loss": 1.3707288766745478} {"data_time": 0.012329440500252531, "eta_seconds": 139899.50658805363, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.3956521739130435, "fast_rcnn/fg_cls_accuracy": 0.5339788089148703, "iteration": 22679, "loss_box_reg": 0.26668175496160984, "loss_cls": 0.26687312219291925, "loss_mask": 0.29507509991526604, "loss_rpn_cls": 0.053975639457348734, "loss_rpn_loc": 0.09072575543541461, "loss_sem_seg": 0.38959725061431527, "lr": 0.02, "mask_rcnn/accuracy": 0.8561808066957288, "mask_rcnn/false_negative": 0.11742017255861001, "mask_rcnn/false_positive": 0.15887031793424752, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5651267124994774, "total_loss": 1.4035699914675206} {"data_time": 0.012432604000423453, "eta_seconds": 139915.87762946548, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.42327365728900257, "fast_rcnn/fg_cls_accuracy": 0.4726211554856056, "iteration": 22699, "loss_box_reg": 0.24226974695920944, "loss_cls": 0.26301444694399834, "loss_mask": 0.2759787552058697, "loss_rpn_cls": 0.0613705285359174, "loss_rpn_loc": 0.08812643034616485, "loss_sem_seg": 0.4013443002477288, "lr": 0.02, "mask_rcnn/accuracy": 0.8844909554730983, "mask_rcnn/false_negative": 0.11535604775730596, "mask_rcnn/false_positive": 0.12832294196356508, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5507269090003319, "total_loss": 1.3392641482059844} {"data_time": 0.011981908500274585, "eta_seconds": 140062.72633993378, "fast_rcnn/cls_accuracy": 0.9091796875, "fast_rcnn/false_negative": 0.48237846190419587, "fast_rcnn/fg_cls_accuracy": 0.5092416498276477, "iteration": 22719, "loss_box_reg": 0.25094722490757704, "loss_cls": 0.2429241193458438, "loss_mask": 0.2886161142960191, "loss_rpn_cls": 0.06388885522028431, "loss_rpn_loc": 0.09349882375681773, "loss_sem_seg": 0.4236397477798164, "lr": 0.02, "mask_rcnn/accuracy": 0.8691719509030341, "mask_rcnn/false_negative": 0.10814839643510518, "mask_rcnn/false_positive": 0.16718454419878528, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5707028004999302, "total_loss": 1.365137486893218} {"data_time": 0.012372179499834601, "eta_seconds": 140052.83680410095, "fast_rcnn/cls_accuracy": 0.9052734375, "fast_rcnn/false_negative": 0.46398847631242, "fast_rcnn/fg_cls_accuracy": 0.5143512590695689, "iteration": 22739, "loss_box_reg": 0.2729235403239727, "loss_cls": 0.25540187559090555, "loss_mask": 0.282588810659945, "loss_rpn_cls": 0.05943993289838545, "loss_rpn_loc": 0.07865434206905775, "loss_sem_seg": 0.3758363537490368, "lr": 0.02, "mask_rcnn/accuracy": 0.8731659858829652, "mask_rcnn/false_negative": 0.09658468809652423, "mask_rcnn/false_positive": 0.16478243049127045, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5647446074999607, "total_loss": 1.3352681550895795} {"data_time": 0.012618953000128386, "eta_seconds": 140035.5681280025, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.4500415454923141, "fast_rcnn/fg_cls_accuracy": 0.5306852409638554, "iteration": 22759, "loss_box_reg": 0.26889851363375783, "loss_cls": 0.260682325810194, "loss_mask": 0.2827046727761626, "loss_rpn_cls": 0.05866103491280228, "loss_rpn_loc": 0.09141002068645321, "loss_sem_seg": 0.3930664388462901, "lr": 0.02, "mask_rcnn/accuracy": 0.8655025220315399, "mask_rcnn/false_negative": 0.09115081697812774, "mask_rcnn/false_positive": 0.17158443597032397, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5646248265002214, "total_loss": 1.376013723842334} {"data_time": 0.012610518000656157, "eta_seconds": 139897.947544119, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.4147813214044347, "fast_rcnn/fg_cls_accuracy": 0.5200329729315236, "iteration": 22779, "loss_box_reg": 0.2519049192778766, "loss_cls": 0.2574259634129703, "loss_mask": 0.2865712707862258, "loss_rpn_cls": 0.05923854454886168, "loss_rpn_loc": 0.0909505951567553, "loss_sem_seg": 0.41331960330717266, "lr": 0.02, "mask_rcnn/accuracy": 0.8675137901737195, "mask_rcnn/false_negative": 0.10665721101479697, "mask_rcnn/false_positive": 0.1560353757209182, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5613742135001303, "total_loss": 1.3358286916045472} {"data_time": 0.012797380500160216, "eta_seconds": 139886.629901399, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.3701199040767386, "fast_rcnn/fg_cls_accuracy": 0.52778374315473, "iteration": 22799, "loss_box_reg": 0.2478279520291835, "loss_cls": 0.2426443318836391, "loss_mask": 0.28634784650057554, "loss_rpn_cls": 0.054029954844736494, "loss_rpn_loc": 0.08065427746623755, "loss_sem_seg": 0.4091350082308054, "lr": 0.02, "mask_rcnn/accuracy": 0.8774009516353183, "mask_rcnn/false_negative": 0.1005397147457019, "mask_rcnn/false_positive": 0.1524915437687337, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.568862475500282, "total_loss": 1.390772088401718} {"data_time": 0.011899608499334136, "eta_seconds": 139847.98503980538, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.4196498435054773, "fast_rcnn/fg_cls_accuracy": 0.5221374543557642, "iteration": 22819, "loss_box_reg": 0.25428908271715045, "loss_cls": 0.2615866409614682, "loss_mask": 0.2812527548521757, "loss_rpn_cls": 0.05739584530238062, "loss_rpn_loc": 0.0842895019450225, "loss_sem_seg": 0.4193851323798299, "lr": 0.02, "mask_rcnn/accuracy": 0.8743627558566875, "mask_rcnn/false_negative": 0.11773319727768815, "mask_rcnn/false_positive": 0.15405910181275162, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5676521175000744, "total_loss": 1.3490609803702682} {"data_time": 0.012947438000082911, "eta_seconds": 139822.6088660647, "fast_rcnn/cls_accuracy": 0.90771484375, "fast_rcnn/false_negative": 0.4406186612576065, "fast_rcnn/fg_cls_accuracy": 0.5141115513562938, "iteration": 22839, "loss_box_reg": 0.23765178909525275, "loss_cls": 0.26453079422935843, "loss_mask": 0.2855181787163019, "loss_rpn_cls": 0.05300969770178199, "loss_rpn_loc": 0.07826158218085766, "loss_sem_seg": 0.4069814491085708, "lr": 0.02, "mask_rcnn/accuracy": 0.8733964691404199, "mask_rcnn/false_negative": 0.09589911940430138, "mask_rcnn/false_positive": 0.13902316336380469, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.566044394000528, "total_loss": 1.3351623293710873} {"data_time": 0.013309429999026179, "eta_seconds": 139876.60083958853, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.43217511233705563, "fast_rcnn/fg_cls_accuracy": 0.5530319882546604, "iteration": 22859, "loss_box_reg": 0.279508872423321, "loss_cls": 0.2662511244416237, "loss_mask": 0.28717555943876505, "loss_rpn_cls": 0.04936589137651026, "loss_rpn_loc": 0.07388333167182282, "loss_sem_seg": 0.37479869136586785, "lr": 0.02, "mask_rcnn/accuracy": 0.8755698494704862, "mask_rcnn/false_negative": 0.10997730110146064, "mask_rcnn/false_positive": 0.13188654321007232, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.578437173500788, "total_loss": 1.3423686767055187} {"data_time": 0.012644880998777808, "eta_seconds": 139922.49310862352, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.42681970485492265, "fast_rcnn/fg_cls_accuracy": 0.5444115713346482, "iteration": 22879, "loss_box_reg": 0.2602037589531392, "loss_cls": 0.2615446299314499, "loss_mask": 0.2850977797061205, "loss_rpn_cls": 0.05372505134437233, "loss_rpn_loc": 0.08798800338990986, "loss_sem_seg": 0.3657574290409684, "lr": 0.02, "mask_rcnn/accuracy": 0.8855069347689084, "mask_rcnn/false_negative": 0.11076157451582566, "mask_rcnn/false_positive": 0.12390500275667651, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5636982674986939, "total_loss": 1.3568596690020058} {"data_time": 0.013483452500622661, "eta_seconds": 139991.85948413622, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.4716631355932204, "fast_rcnn/fg_cls_accuracy": 0.43459564433347203, "iteration": 22899, "loss_box_reg": 0.2225193588528782, "loss_cls": 0.24154825368896127, "loss_mask": 0.2917322935536504, "loss_rpn_cls": 0.04536458199436311, "loss_rpn_loc": 0.08345811552135274, "loss_sem_seg": 0.36128497077152133, "lr": 0.02, "mask_rcnn/accuracy": 0.8714502728174602, "mask_rcnn/false_negative": 0.10608076516611634, "mask_rcnn/false_positive": 0.1488338938630398, "roi_head/num_bg_samples": 465.0, "roi_head/num_fg_samples": 47.0, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5680617359994358, "total_loss": 1.2520075666543562} {"data_time": 0.012524178499916161, "eta_seconds": 140045.5925838592, "fast_rcnn/cls_accuracy": 0.91015625, "fast_rcnn/false_negative": 0.49252326096588395, "fast_rcnn/fg_cls_accuracy": 0.4641886645962733, "iteration": 22919, "loss_box_reg": 0.2811653157696128, "loss_cls": 0.28833136847242713, "loss_mask": 0.2995633529499173, "loss_rpn_cls": 0.056834841263480484, "loss_rpn_loc": 0.08772386010969058, "loss_sem_seg": 0.39710930455476046, "lr": 0.02, "mask_rcnn/accuracy": 0.8668063416772959, "mask_rcnn/false_negative": 0.11737833894937871, "mask_rcnn/false_positive": 0.17653408587956282, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.5733622954994644, "total_loss": 1.4097940454958007} {"data_time": 0.013551718000599067, "eta_seconds": 140001.6346428737, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.37719643325465513, "fast_rcnn/fg_cls_accuracy": 0.5767077267637178, "iteration": 22939, "loss_box_reg": 0.250605579232797, "loss_cls": 0.2525465004146099, "loss_mask": 0.2932816753163934, "loss_rpn_cls": 0.05486097763059661, "loss_rpn_loc": 0.08263870375230908, "loss_sem_seg": 0.4182546059601009, "lr": 0.02, "mask_rcnn/accuracy": 0.8823558115193956, "mask_rcnn/false_negative": 0.10691175341496123, "mask_rcnn/false_positive": 0.13742410235955677, "roi_head/num_bg_samples": 467.0, "roi_head/num_fg_samples": 45.0, "rpn/num_neg_anchors": 234.75, "rpn/num_pos_anchors": 21.25, "time": 0.5575602440003422, "total_loss": 1.3658634595340118} {"data_time": 0.012571412499710277, "eta_seconds": 139982.67413299409, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.40605572616283425, "fast_rcnn/fg_cls_accuracy": 0.548205596107056, "iteration": 22959, "loss_box_reg": 0.25280951149761677, "loss_cls": 0.2565252147614956, "loss_mask": 0.27832229156047106, "loss_rpn_cls": 0.06185948185157031, "loss_rpn_loc": 0.0809364290907979, "loss_sem_seg": 0.38866381626576185, "lr": 0.02, "mask_rcnn/accuracy": 0.8522370486656201, "mask_rcnn/false_negative": 0.1221155195917402, "mask_rcnn/false_positive": 0.15550133583241182, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5578475614993295, "total_loss": 1.3533279117255006} {"data_time": 0.012263255999641842, "eta_seconds": 139946.5365240562, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.4007786195286195, "fast_rcnn/fg_cls_accuracy": 0.5549056743909685, "iteration": 22979, "loss_box_reg": 0.2723540449514985, "loss_cls": 0.2707770108245313, "loss_mask": 0.2911772532388568, "loss_rpn_cls": 0.06415385950822383, "loss_rpn_loc": 0.09289298485964537, "loss_sem_seg": 0.40320759592577815, "lr": 0.02, "mask_rcnn/accuracy": 0.870702653116058, "mask_rcnn/false_negative": 0.12301481721599286, "mask_rcnn/false_positive": 0.15029994293039295, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5641947044996414, "total_loss": 1.4056899691931903} {"data_time": 0.012468611998883716, "eta_seconds": 139899.6338114825, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.4243730407523511, "fast_rcnn/fg_cls_accuracy": 0.5238636363636364, "iteration": 22999, "loss_box_reg": 0.25430376804433763, "loss_cls": 0.2428420758806169, "loss_mask": 0.29057683423161507, "loss_rpn_cls": 0.05776122407405637, "loss_rpn_loc": 0.07450423634145409, "loss_sem_seg": 0.36914301034994423, "lr": 0.02, "mask_rcnn/accuracy": 0.8747112013138226, "mask_rcnn/false_negative": 0.08741109421936843, "mask_rcnn/false_positive": 0.12223425087386504, "roi_head/num_bg_samples": 458.0, "roi_head/num_fg_samples": 54.0, "rpn/num_neg_anchors": 234.75, "rpn/num_pos_anchors": 21.25, "time": 0.554398126999331, "total_loss": 1.3262211689725518} {"data_time": 0.012873540999862598, "eta_seconds": 139898.89723819005, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.4693366708385482, "fast_rcnn/fg_cls_accuracy": 0.4584047211117457, "iteration": 23019, "loss_box_reg": 0.28822164237499237, "loss_cls": 0.28224393050186336, "loss_mask": 0.303501577116549, "loss_rpn_cls": 0.0587391295703128, "loss_rpn_loc": 0.08106140210293233, "loss_sem_seg": 0.4013050189241767, "lr": 0.02, "mask_rcnn/accuracy": 0.8707639748913334, "mask_rcnn/false_negative": 0.10965092592216459, "mask_rcnn/false_positive": 0.14392932670179925, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.565574005999224, "total_loss": 1.3945097925607115} {"data_time": 0.011852558499413135, "eta_seconds": 139944.96781377363, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.3215909090909091, "fast_rcnn/fg_cls_accuracy": 0.5551047120418848, "iteration": 23039, "loss_box_reg": 0.2646355633623898, "loss_cls": 0.2594340385403484, "loss_mask": 0.28382356464862823, "loss_rpn_cls": 0.0558916722657159, "loss_rpn_loc": 0.08287259584176354, "loss_sem_seg": 0.3888986720703542, "lr": 0.02, "mask_rcnn/accuracy": 0.8858602516255327, "mask_rcnn/false_negative": 0.09434758894708525, "mask_rcnn/false_positive": 0.131417256039199, "roi_head/num_bg_samples": 432.75, "roi_head/num_fg_samples": 79.25, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5717172759996174, "total_loss": 1.3433984828880057} {"data_time": 0.012735357999190455, "eta_seconds": 139901.2135639762, "fast_rcnn/cls_accuracy": 0.91357421875, "fast_rcnn/false_negative": 0.4877877428998505, "fast_rcnn/fg_cls_accuracy": 0.47238095238095235, "iteration": 23059, "loss_box_reg": 0.2589194290339947, "loss_cls": 0.25144687201827765, "loss_mask": 0.29983547516167164, "loss_rpn_cls": 0.05879247124539688, "loss_rpn_loc": 0.08859281265176833, "loss_sem_seg": 0.4331539189442992, "lr": 0.02, "mask_rcnn/accuracy": 0.8706581028409984, "mask_rcnn/false_negative": 0.11878522278670711, "mask_rcnn/false_positive": 0.14936900797697533, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5678615810002157, "total_loss": 1.3981694615795277} {"data_time": 0.011981214999650547, "eta_seconds": 139922.3010821336, "fast_rcnn/cls_accuracy": 0.91162109375, "fast_rcnn/false_negative": 0.45188902007083825, "fast_rcnn/fg_cls_accuracy": 0.48346258058488273, "iteration": 23079, "loss_box_reg": 0.26594695495441556, "loss_cls": 0.27932730969041586, "loss_mask": 0.2881110068410635, "loss_rpn_cls": 0.05934025684837252, "loss_rpn_loc": 0.0861843864840921, "loss_sem_seg": 0.392099573276937, "lr": 0.02, "mask_rcnn/accuracy": 0.8578945096894004, "mask_rcnn/false_negative": 0.12479967385725345, "mask_rcnn/false_positive": 0.1612825598880207, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5692787535008392, "total_loss": 1.3961571077816188} {"data_time": 0.012877814499915985, "eta_seconds": 139740.76589434876, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.45326778484673225, "fast_rcnn/fg_cls_accuracy": 0.5130252100840336, "iteration": 23099, "loss_box_reg": 0.2402281475951895, "loss_cls": 0.24540702812373638, "loss_mask": 0.28908324148505926, "loss_rpn_cls": 0.05488473779405467, "loss_rpn_loc": 0.07529474108014256, "loss_sem_seg": 0.38094836100935936, "lr": 0.02, "mask_rcnn/accuracy": 0.8681707312599056, "mask_rcnn/false_negative": 0.10448326248390088, "mask_rcnn/false_positive": 0.1271942438726828, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5588110534999942, "total_loss": 1.3193559310457204} {"data_time": 0.01304462650023197, "eta_seconds": 139673.16324964372, "fast_rcnn/cls_accuracy": 0.90234375, "fast_rcnn/false_negative": 0.4304750069041701, "fast_rcnn/fg_cls_accuracy": 0.475972163445714, "iteration": 23119, "loss_box_reg": 0.2681333930231631, "loss_cls": 0.2638668289873749, "loss_mask": 0.2908606715500355, "loss_rpn_cls": 0.05339146580081433, "loss_rpn_loc": 0.0850908923894167, "loss_sem_seg": 0.40694128605537117, "lr": 0.02, "mask_rcnn/accuracy": 0.8471974828892597, "mask_rcnn/false_negative": 0.1297346690160437, "mask_rcnn/false_positive": 0.1528313493928799, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5695915345004323, "total_loss": 1.3770734930003528} {"data_time": 0.01367458999993687, "eta_seconds": 139695.08189232904, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3785724179324992, "fast_rcnn/fg_cls_accuracy": 0.5683494864747578, "iteration": 23139, "loss_box_reg": 0.25721328239887953, "loss_cls": 0.25444047525525093, "loss_mask": 0.2873551230877638, "loss_rpn_cls": 0.05635340671869926, "loss_rpn_loc": 0.09427027404308319, "loss_sem_seg": 0.3802760671824217, "lr": 0.02, "mask_rcnn/accuracy": 0.8650119448073563, "mask_rcnn/false_negative": 0.12983500944426418, "mask_rcnn/false_positive": 0.15047648979738837, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5713491500009695, "total_loss": 1.359737961916835} {"data_time": 0.012764489500113996, "eta_seconds": 139712.4239017228, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3929571828731493, "fast_rcnn/fg_cls_accuracy": 0.5103367433930094, "iteration": 23159, "loss_box_reg": 0.28007747791707516, "loss_cls": 0.27486626897007227, "loss_mask": 0.29470707662403584, "loss_rpn_cls": 0.05083355220267549, "loss_rpn_loc": 0.08994564233580604, "loss_sem_seg": 0.42518558260053396, "lr": 0.02, "mask_rcnn/accuracy": 0.8786394527502568, "mask_rcnn/false_negative": 0.11521229638161712, "mask_rcnn/false_positive": 0.12263197012438101, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5694320704997153, "total_loss": 1.4070167496975046} {"data_time": 0.012757811001392838, "eta_seconds": 139701.1038678628, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.4164513350559862, "fast_rcnn/fg_cls_accuracy": 0.5464344941956882, "iteration": 23179, "loss_box_reg": 0.2514414978213608, "loss_cls": 0.24309407360851765, "loss_mask": 0.2898482931777835, "loss_rpn_cls": 0.050781150988768786, "loss_rpn_loc": 0.08615006157197058, "loss_sem_seg": 0.40056787338107824, "lr": 0.02, "mask_rcnn/accuracy": 0.8860521180498409, "mask_rcnn/false_negative": 0.08860122063168081, "mask_rcnn/false_positive": 0.14850179225198498, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5654281089991855, "total_loss": 1.2620830613886937} {"data_time": 0.011701170999913302, "eta_seconds": 139745.72387221875, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.37686809616634176, "fast_rcnn/fg_cls_accuracy": 0.5507759784075574, "iteration": 23199, "loss_box_reg": 0.24244056455790997, "loss_cls": 0.2437885117251426, "loss_mask": 0.2844912698492408, "loss_rpn_cls": 0.05781849636696279, "loss_rpn_loc": 0.10131044936133549, "loss_sem_seg": 0.3889250261709094, "lr": 0.02, "mask_rcnn/accuracy": 0.8826532684223787, "mask_rcnn/false_negative": 0.0929894765278717, "mask_rcnn/false_positive": 0.12846369683454367, "roi_head/num_bg_samples": 460.5, "roi_head/num_fg_samples": 51.5, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5708655290000024, "total_loss": 1.324653633928392} {"data_time": 0.012792211499800032, "eta_seconds": 139734.39930514875, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.4013259327782917, "fast_rcnn/fg_cls_accuracy": 0.586779071323431, "iteration": 23219, "loss_box_reg": 0.2532544103451073, "loss_cls": 0.2756654703989625, "loss_mask": 0.2871013227850199, "loss_rpn_cls": 0.05656256512156688, "loss_rpn_loc": 0.08227803514455445, "loss_sem_seg": 0.40371124166995287, "lr": 0.02, "mask_rcnn/accuracy": 0.8968228491229268, "mask_rcnn/false_negative": 0.1038049453955805, "mask_rcnn/false_positive": 0.12623780276820484, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.5636869055006173, "total_loss": 1.3251839349104557} {"data_time": 0.013691097499759053, "eta_seconds": 139774.28134711986, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.4614499424626007, "fast_rcnn/fg_cls_accuracy": 0.48608075093223607, "iteration": 23239, "loss_box_reg": 0.28094859840348363, "loss_cls": 0.26707477448508143, "loss_mask": 0.29751495085656643, "loss_rpn_cls": 0.053398638614453375, "loss_rpn_loc": 0.08173755626194179, "loss_sem_seg": 0.3493300606496632, "lr": 0.02, "mask_rcnn/accuracy": 0.8676573129251701, "mask_rcnn/false_negative": 0.12419318006603339, "mask_rcnn/false_positive": 0.13814195946480293, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5588264924999748, "total_loss": 1.3453339364787098} {"data_time": 0.012065120500665216, "eta_seconds": 139655.82373242284, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.45532540752543205, "fast_rcnn/fg_cls_accuracy": 0.4823232323232323, "iteration": 23259, "loss_box_reg": 0.24585842806845903, "loss_cls": 0.24330890597775578, "loss_mask": 0.27315505780279636, "loss_rpn_cls": 0.05684188916347921, "loss_rpn_loc": 0.09357210644520819, "loss_sem_seg": 0.36641699518077075, "lr": 0.02, "mask_rcnn/accuracy": 0.8807936246061219, "mask_rcnn/false_negative": 0.10959474968114945, "mask_rcnn/false_positive": 0.12978056581812517, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.560607535499912, "total_loss": 1.3191056597715942} {"data_time": 0.01269140949989378, "eta_seconds": 139644.50369856282, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.3794966835739368, "fast_rcnn/fg_cls_accuracy": 0.4759363672976238, "iteration": 23279, "loss_box_reg": 0.24443485820665956, "loss_cls": 0.2651560101658106, "loss_mask": 0.281265402212739, "loss_rpn_cls": 0.06207315530627966, "loss_rpn_loc": 0.07970530318561941, "loss_sem_seg": 0.3882201088126749, "lr": 0.02, "mask_rcnn/accuracy": 0.8776138440450807, "mask_rcnn/false_negative": 0.09416781958830003, "mask_rcnn/false_positive": 0.11640392182464493, "roi_head/num_bg_samples": 459.25, "roi_head/num_fg_samples": 52.75, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5603001045001292, "total_loss": 1.332285905140452} {"data_time": 0.012574465499710641, "eta_seconds": 139604.0287871473, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.4327471253261185, "fast_rcnn/fg_cls_accuracy": 0.49250120948234155, "iteration": 23299, "loss_box_reg": 0.26080724503844976, "loss_cls": 0.2525017922744155, "loss_mask": 0.28341993782669306, "loss_rpn_cls": 0.056545615778304636, "loss_rpn_loc": 0.0854028221219778, "loss_sem_seg": 0.34206976648420095, "lr": 0.02, "mask_rcnn/accuracy": 0.8819230245774302, "mask_rcnn/false_negative": 0.08382546302510539, "mask_rcnn/false_positive": 0.1476321670292782, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5641168145002666, "total_loss": 1.2824752260930836} {"data_time": 0.012618913999176584, "eta_seconds": 139486.398143029, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.40625, "fast_rcnn/fg_cls_accuracy": 0.49365421455938696, "iteration": 23319, "loss_box_reg": 0.24041331931948662, "loss_cls": 0.23522596107795835, "loss_mask": 0.291314291767776, "loss_rpn_cls": 0.05483581294538453, "loss_rpn_loc": 0.08454995375359431, "loss_sem_seg": 0.427927796728909, "lr": 0.02, "mask_rcnn/accuracy": 0.885020853579527, "mask_rcnn/false_negative": 0.1132329035266679, "mask_rcnn/false_positive": 0.1241247958222795, "roi_head/num_bg_samples": 457.75, "roi_head/num_fg_samples": 54.25, "rpn/num_neg_anchors": 239.0, "rpn/num_pos_anchors": 17.0, "time": 0.5634214010005962, "total_loss": 1.334855029010214} {"data_time": 0.0122650680004881, "eta_seconds": 139463.67189444802, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.4843802205145339, "fast_rcnn/fg_cls_accuracy": 0.5034246575342466, "iteration": 23339, "loss_box_reg": 0.26680627930909395, "loss_cls": 0.2698762654326856, "loss_mask": 0.2907348554581404, "loss_rpn_cls": 0.04694927411037497, "loss_rpn_loc": 0.08913285812013783, "loss_sem_seg": 0.35220217518508434, "lr": 0.02, "mask_rcnn/accuracy": 0.8650187660190845, "mask_rcnn/false_negative": 0.09366746647000454, "mask_rcnn/false_positive": 0.14844383195828753, "roi_head/num_bg_samples": 459.5, "roi_head/num_fg_samples": 52.5, "rpn/num_neg_anchors": 234.25, "rpn/num_pos_anchors": 21.75, "time": 0.5638884949994463, "total_loss": 1.2894792480656179} {"data_time": 0.012753984498885984, "eta_seconds": 139436.96461527547, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.4113131313131313, "fast_rcnn/fg_cls_accuracy": 0.5818686868686869, "iteration": 23359, "loss_box_reg": 0.248445357196033, "loss_cls": 0.24976834235712886, "loss_mask": 0.2830832591280341, "loss_rpn_cls": 0.05907959054457024, "loss_rpn_loc": 0.07725815288722515, "loss_sem_seg": 0.40434179175645113, "lr": 0.02, "mask_rcnn/accuracy": 0.8784630835092657, "mask_rcnn/false_negative": 0.11469963895634797, "mask_rcnn/false_positive": 0.1319058941350238, "roi_head/num_bg_samples": 458.25, "roi_head/num_fg_samples": 53.75, "rpn/num_neg_anchors": 241.25, "rpn/num_pos_anchors": 14.75, "time": 0.5631333394994726, "total_loss": 1.3124223710619844} {"data_time": 0.012741477000417945, "eta_seconds": 139455.8519181336, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.4438980329185066, "fast_rcnn/fg_cls_accuracy": 0.48015468298487163, "iteration": 23379, "loss_box_reg": 0.27028958732262254, "loss_cls": 0.2555173519067466, "loss_mask": 0.29711503256112337, "loss_rpn_cls": 0.06059948340407573, "loss_rpn_loc": 0.08704666269477457, "loss_sem_seg": 0.38895037584006786, "lr": 0.02, "mask_rcnn/accuracy": 0.8651994137263339, "mask_rcnn/false_negative": 0.10596524039282468, "mask_rcnn/false_positive": 0.1440203381286143, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5763215805000073, "total_loss": 1.3889142826083116} {"data_time": 0.011930518499866594, "eta_seconds": 139570.97221279907, "fast_rcnn/cls_accuracy": 0.9052734375, "fast_rcnn/false_negative": 0.44004755434782605, "fast_rcnn/fg_cls_accuracy": 0.5011320754716981, "iteration": 23399, "loss_box_reg": 0.27783049875870347, "loss_cls": 0.2590587418526411, "loss_mask": 0.3046449488028884, "loss_rpn_cls": 0.05729232256999239, "loss_rpn_loc": 0.08433889775915304, "loss_sem_seg": 0.37008759053424, "lr": 0.02, "mask_rcnn/accuracy": 0.8777318695335277, "mask_rcnn/false_negative": 0.10062160492357841, "mask_rcnn/false_positive": 0.15491037919225756, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.5788801154994871, "total_loss": 1.3741770361666568} {"data_time": 0.013380400499954703, "eta_seconds": 139453.78073955115, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.5393939393939393, "fast_rcnn/fg_cls_accuracy": 0.41554054054054057, "iteration": 23419, "loss_box_reg": 0.25807223888114095, "loss_cls": 0.2553046178072691, "loss_mask": 0.2999548511579633, "loss_rpn_cls": 0.057222769828513265, "loss_rpn_loc": 0.09495218947995454, "loss_sem_seg": 0.3961894065141678, "lr": 0.02, "mask_rcnn/accuracy": 0.861165488922842, "mask_rcnn/false_negative": 0.13979491783496734, "mask_rcnn/false_positive": 0.14252675689326716, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 0.553059161499732, "total_loss": 1.36094354710076} {"data_time": 0.013250909500129637, "eta_seconds": 139421.92394316354, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.4305005038629493, "fast_rcnn/fg_cls_accuracy": 0.4754323899371069, "iteration": 23439, "loss_box_reg": 0.2607452464289963, "loss_cls": 0.2629187600687146, "loss_mask": 0.2948773270472884, "loss_rpn_cls": 0.05761696305125952, "loss_rpn_loc": 0.08252753657870926, "loss_sem_seg": 0.3993131136521697, "lr": 0.02, "mask_rcnn/accuracy": 0.8695093076128686, "mask_rcnn/false_negative": 0.12199102470117464, "mask_rcnn/false_positive": 0.1528403392777677, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5580254280002919, "total_loss": 1.4153005502885208} {"data_time": 0.012417746499522764, "eta_seconds": 139347.92515855804, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.4162109820004557, "fast_rcnn/fg_cls_accuracy": 0.5480747322852586, "iteration": 23459, "loss_box_reg": 0.23238114872947335, "loss_cls": 0.23078977083787322, "loss_mask": 0.2840802790597081, "loss_rpn_cls": 0.05672716302797198, "loss_rpn_loc": 0.08509801578475162, "loss_sem_seg": 0.40732454415410757, "lr": 0.02, "mask_rcnn/accuracy": 0.8748015873015873, "mask_rcnn/false_negative": 0.11134825686665102, "mask_rcnn/false_positive": 0.1582472372310081, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.5587353909995727, "total_loss": 1.2610818983521312} {"data_time": 0.01159478450063034, "eta_seconds": 139336.62091908805, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.3822477650063857, "fast_rcnn/fg_cls_accuracy": 0.5738186462324393, "iteration": 23479, "loss_box_reg": 0.2684678826481104, "loss_cls": 0.27938576182350516, "loss_mask": 0.2870253073051572, "loss_rpn_cls": 0.06421280070208013, "loss_rpn_loc": 0.08962888387031853, "loss_sem_seg": 0.4178234483115375, "lr": 0.02, "mask_rcnn/accuracy": 0.860011628149257, "mask_rcnn/false_negative": 0.12750679652956232, "mask_rcnn/false_positive": 0.15866390388203433, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5803967199999533, "total_loss": 1.4032013732357882} {"data_time": 0.011940336999941792, "eta_seconds": 139140.87378546677, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.42142581888246633, "fast_rcnn/fg_cls_accuracy": 0.5391404650198295, "iteration": 23499, "loss_box_reg": 0.2670838418416679, "loss_cls": 0.2664266708306968, "loss_mask": 0.28460871428251266, "loss_rpn_cls": 0.049672139692120254, "loss_rpn_loc": 0.07715701992856339, "loss_sem_seg": 0.4161384468898177, "lr": 0.02, "mask_rcnn/accuracy": 0.8564530881759058, "mask_rcnn/false_negative": 0.12336390665679386, "mask_rcnn/false_positive": 0.1634399595458172, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5531652569998187, "total_loss": 1.377269860531669} {"data_time": 0.013203616000282636, "eta_seconds": 139290.25943574292, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.42337662337662335, "fast_rcnn/fg_cls_accuracy": 0.5238404452690166, "iteration": 23519, "loss_box_reg": 0.26166744192596525, "loss_cls": 0.2753105550073087, "loss_mask": 0.28407727368175983, "loss_rpn_cls": 0.04803943756269291, "loss_rpn_loc": 0.0831521078653168, "loss_sem_seg": 0.38077069027349353, "lr": 0.02, "mask_rcnn/accuracy": 0.882619515730325, "mask_rcnn/false_negative": 0.08660324366862499, "mask_rcnn/false_positive": 0.14822447693979, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5858600719993774, "total_loss": 1.3714626548462547} {"data_time": 0.012238423500093631, "eta_seconds": 139302.70820067805, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.4703041914294651, "fast_rcnn/fg_cls_accuracy": 0.47337370784170407, "iteration": 23539, "loss_box_reg": 0.2569089327007532, "loss_cls": 0.27856396371498704, "loss_mask": 0.29501607455313206, "loss_rpn_cls": 0.05820887419395149, "loss_rpn_loc": 0.094344436773099, "loss_sem_seg": 0.44571817526593804, "lr": 0.02, "mask_rcnn/accuracy": 0.8579273672129712, "mask_rcnn/false_negative": 0.10803847063226771, "mask_rcnn/false_positive": 0.16238535459391207, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5667789045010068, "total_loss": 1.4341803967836313} {"data_time": 0.013724389499657264, "eta_seconds": 139354.06799322343, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.48043699186991873, "fast_rcnn/fg_cls_accuracy": 0.46838115588115586, "iteration": 23559, "loss_box_reg": 0.24471544264815748, "loss_cls": 0.2520044930279255, "loss_mask": 0.27140121115371585, "loss_rpn_cls": 0.05069974478101358, "loss_rpn_loc": 0.07531782449223101, "loss_sem_seg": 0.39674488361924887, "lr": 0.02, "mask_rcnn/accuracy": 0.8652428876956189, "mask_rcnn/false_negative": 0.09406347629346681, "mask_rcnn/false_positive": 0.14211583003875788, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5765415819996633, "total_loss": 1.341485831362661} {"data_time": 0.013233674000730389, "eta_seconds": 139470.8552034979, "fast_rcnn/cls_accuracy": 0.90966796875, "fast_rcnn/false_negative": 0.519181644010583, "fast_rcnn/fg_cls_accuracy": 0.44394875314573323, "iteration": 23579, "loss_box_reg": 0.2794221001677215, "loss_cls": 0.28595205838792026, "loss_mask": 0.30456951167434454, "loss_rpn_cls": 0.057314984034746885, "loss_rpn_loc": 0.0842751560267061, "loss_sem_seg": 0.45967793837189674, "lr": 0.02, "mask_rcnn/accuracy": 0.8568260924400342, "mask_rcnn/false_negative": 0.1070459926908938, "mask_rcnn/false_positive": 0.15633754227237098, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.578425296000205, "total_loss": 1.504029699601233} {"data_time": 0.012605367500327702, "eta_seconds": 139469.6991537357, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.363594470046083, "fast_rcnn/fg_cls_accuracy": 0.5711369071924401, "iteration": 23599, "loss_box_reg": 0.25230149924755096, "loss_cls": 0.2584730456583202, "loss_mask": 0.29528412874788046, "loss_rpn_cls": 0.05403061455581337, "loss_rpn_loc": 0.08337187759025255, "loss_sem_seg": 0.4046292947605252, "lr": 0.02, "mask_rcnn/accuracy": 0.8598581496071985, "mask_rcnn/false_negative": 0.11748328760993394, "mask_rcnn/false_positive": 0.1399041891888088, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5750946269999986, "total_loss": 1.4176923022896517} {"data_time": 0.012067014999956882, "eta_seconds": 139413.18814316657, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.4427556818181818, "fast_rcnn/fg_cls_accuracy": 0.5363636363636364, "iteration": 23619, "loss_box_reg": 0.26114200707525015, "loss_cls": 0.2652108436450362, "loss_mask": 0.29687576182186604, "loss_rpn_cls": 0.072788818157278, "loss_rpn_loc": 0.083315520954784, "loss_sem_seg": 0.4329429604113102, "lr": 0.02, "mask_rcnn/accuracy": 0.8706109726321487, "mask_rcnn/false_negative": 0.10823264535904958, "mask_rcnn/false_positive": 0.14136391096766976, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.5574716120008816, "total_loss": 1.463667985779466} {"data_time": 0.012061245500262885, "eta_seconds": 139378.46204296182, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.43042020737506825, "fast_rcnn/fg_cls_accuracy": 0.5555146073438756, "iteration": 23639, "loss_box_reg": 0.2758409380912781, "loss_cls": 0.25830496940761805, "loss_mask": 0.2896709283813834, "loss_rpn_cls": 0.0606432108907029, "loss_rpn_loc": 0.070739702321589, "loss_sem_seg": 0.4596080146729946, "lr": 0.02, "mask_rcnn/accuracy": 0.8784794408417573, "mask_rcnn/false_negative": 0.11536629143635407, "mask_rcnn/false_positive": 0.13657815609687013, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.5647926185001779, "total_loss": 1.4273607774521224} {"data_time": 0.01235369499954686, "eta_seconds": 139345.4977559396, "fast_rcnn/cls_accuracy": 0.90576171875, "fast_rcnn/false_negative": 0.46742493175614197, "fast_rcnn/fg_cls_accuracy": 0.46571428571428575, "iteration": 23659, "loss_box_reg": 0.2760938734281808, "loss_cls": 0.2698316709138453, "loss_mask": 0.28601466212421656, "loss_rpn_cls": 0.05064926034538075, "loss_rpn_loc": 0.08013972936896607, "loss_sem_seg": 0.41633703699335456, "lr": 0.02, "mask_rcnn/accuracy": 0.8708625637755102, "mask_rcnn/false_negative": 0.1027662114983828, "mask_rcnn/false_positive": 0.13096349791207795, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.5568037899993215, "total_loss": 1.4317642179084942} {"data_time": 0.01174196500051039, "eta_seconds": 139398.89614120335, "fast_rcnn/cls_accuracy": 0.908203125, "fast_rcnn/false_negative": 0.425019425019425, "fast_rcnn/fg_cls_accuracy": 0.508695652173913, "iteration": 23679, "loss_box_reg": 0.2594137331470847, "loss_cls": 0.26361765968613327, "loss_mask": 0.2844244595617056, "loss_rpn_cls": 0.06174630858004093, "loss_rpn_loc": 0.08503335854038596, "loss_sem_seg": 0.4117078213021159, "lr": 0.02, "mask_rcnn/accuracy": 0.871973063418916, "mask_rcnn/false_negative": 0.11179594481108371, "mask_rcnn/false_positive": 0.15690556775392478, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5786099489987464, "total_loss": 1.3993123645195737} {"data_time": 0.013542724999751954, "eta_seconds": 139468.76266396075, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.4198717948717949, "fast_rcnn/fg_cls_accuracy": 0.531831983805668, "iteration": 23699, "loss_box_reg": 0.24745642021298409, "loss_cls": 0.24783132877200842, "loss_mask": 0.2879090686328709, "loss_rpn_cls": 0.04748456215020269, "loss_rpn_loc": 0.07199912879150361, "loss_sem_seg": 0.45571394357830286, "lr": 0.02, "mask_rcnn/accuracy": 0.8625050686095618, "mask_rcnn/false_negative": 0.08898237392824077, "mask_rcnn/false_positive": 0.1710335107826857, "roi_head/num_bg_samples": 456.75, "roi_head/num_fg_samples": 55.25, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5671132839997881, "total_loss": 1.3422083744662814} {"data_time": 0.012769934000061767, "eta_seconds": 139401.7758746157, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.41551724137931034, "fast_rcnn/fg_cls_accuracy": 0.49673706691979114, "iteration": 23719, "loss_box_reg": 0.26571931783109903, "loss_cls": 0.25992160150781274, "loss_mask": 0.2944063814356923, "loss_rpn_cls": 0.06381251034326851, "loss_rpn_loc": 0.08292066329158843, "loss_sem_seg": 0.40514533407986164, "lr": 0.02, "mask_rcnn/accuracy": 0.8833818828719913, "mask_rcnn/false_negative": 0.10304718074462876, "mask_rcnn/false_positive": 0.1425297093631238, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.572310720999667, "total_loss": 1.362839565052127} {"data_time": 0.012268577999748231, "eta_seconds": 139380.29743109798, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.36602870813397126, "fast_rcnn/fg_cls_accuracy": 0.5996273463378726, "iteration": 23739, "loss_box_reg": 0.2658461981918663, "loss_cls": 0.25920733623206615, "loss_mask": 0.2982313046231866, "loss_rpn_cls": 0.05215089209377766, "loss_rpn_loc": 0.08532647194806486, "loss_sem_seg": 0.37002447433769703, "lr": 0.02, "mask_rcnn/accuracy": 0.8780197592634695, "mask_rcnn/false_negative": 0.08666337322557457, "mask_rcnn/false_positive": 0.14767844519112955, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5544070554997234, "total_loss": 1.3475409500533715} {"data_time": 0.014437441500376735, "eta_seconds": 139496.3927760596, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.43138177710843373, "fast_rcnn/fg_cls_accuracy": 0.501953125, "iteration": 23759, "loss_box_reg": 0.2643531409557909, "loss_cls": 0.26389457611367106, "loss_mask": 0.29174948669970036, "loss_rpn_cls": 0.05711050768150017, "loss_rpn_loc": 0.08536407427163795, "loss_sem_seg": 0.36060444731265306, "lr": 0.02, "mask_rcnn/accuracy": 0.857051749271137, "mask_rcnn/false_negative": 0.10867304385148796, "mask_rcnn/false_positive": 0.17655120686379977, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5688273200003096, "total_loss": 1.3537427814444527} {"data_time": 0.013397011000051862, "eta_seconds": 139502.85180343012, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.41736924174749584, "fast_rcnn/fg_cls_accuracy": 0.46632133152173916, "iteration": 23779, "loss_box_reg": 0.26985449343919754, "loss_cls": 0.24978673621080816, "loss_mask": 0.28295586723834276, "loss_rpn_cls": 0.06458056124392897, "loss_rpn_loc": 0.08943894191179425, "loss_sem_seg": 0.3740201508626342, "lr": 0.02, "mask_rcnn/accuracy": 0.8684445274925257, "mask_rcnn/false_negative": 0.10445978647117737, "mask_rcnn/false_positive": 0.1633893993247689, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5641171549996216, "total_loss": 1.306479755032342} {"data_time": 0.012902312500955304, "eta_seconds": 139499.76383599662, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.40040436583601813, "fast_rcnn/fg_cls_accuracy": 0.5631868131868132, "iteration": 23799, "loss_box_reg": 0.2506179488264024, "loss_cls": 0.2569569190964103, "loss_mask": 0.27821210119873285, "loss_rpn_cls": 0.051038717676419765, "loss_rpn_loc": 0.08468488149810582, "loss_sem_seg": 0.3865869538858533, "lr": 0.02, "mask_rcnn/accuracy": 0.8772639378613575, "mask_rcnn/false_negative": 0.09369574117401555, "mask_rcnn/false_positive": 0.14195747475620918, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5811057675009579, "total_loss": 1.265746070042951} {"data_time": 0.012039232499773789, "eta_seconds": 139345.1731420157, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.4119047619047619, "fast_rcnn/fg_cls_accuracy": 0.528154623375149, "iteration": 23819, "loss_box_reg": 0.26189243188127875, "loss_cls": 0.2775782444514334, "loss_mask": 0.2847452722489834, "loss_rpn_cls": 0.05437427671859041, "loss_rpn_loc": 0.08010643417946994, "loss_sem_seg": 0.40865244856104255, "lr": 0.02, "mask_rcnn/accuracy": 0.8713370504243309, "mask_rcnn/false_negative": 0.12288562903400024, "mask_rcnn/false_positive": 0.1651137418478157, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5454764519990931, "total_loss": 1.3932190073246602} {"data_time": 0.012979321000784694, "eta_seconds": 139313.94961694707, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.3890806686046512, "fast_rcnn/fg_cls_accuracy": 0.5495350803043111, "iteration": 23839, "loss_box_reg": 0.26420230022631586, "loss_cls": 0.24571892898529768, "loss_mask": 0.28904570639133453, "loss_rpn_cls": 0.057931258197641, "loss_rpn_loc": 0.08248231577454135, "loss_sem_seg": 0.41483175475150347, "lr": 0.02, "mask_rcnn/accuracy": 0.8664194065560991, "mask_rcnn/false_negative": 0.10312382296417535, "mask_rcnn/false_positive": 0.1541186686490749, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.5594655915010662, "total_loss": 1.3744425058539491} {"data_time": 0.011928912000257696, "eta_seconds": 139225.34721339095, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.4468171724648409, "fast_rcnn/fg_cls_accuracy": 0.5134199134199134, "iteration": 23859, "loss_box_reg": 0.269710136577487, "loss_cls": 0.25345290871337056, "loss_mask": 0.29950646590441465, "loss_rpn_cls": 0.05243585881544277, "loss_rpn_loc": 0.07873928728804458, "loss_sem_seg": 0.46314894687384367, "lr": 0.02, "mask_rcnn/accuracy": 0.8819357456015486, "mask_rcnn/false_negative": 0.10530498000152713, "mask_rcnn/false_positive": 0.11154961040498701, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5582949355002711, "total_loss": 1.3987514068721794} {"data_time": 0.01245143750020361, "eta_seconds": 139169.62645906024, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.45774496231349027, "fast_rcnn/fg_cls_accuracy": 0.528087986463621, "iteration": 23879, "loss_box_reg": 0.2491152873262763, "loss_cls": 0.24102566111832857, "loss_mask": 0.2787322821095586, "loss_rpn_cls": 0.053938459226628765, "loss_rpn_loc": 0.09164977254113182, "loss_sem_seg": 0.4273679507896304, "lr": 0.02, "mask_rcnn/accuracy": 0.8749029635777756, "mask_rcnn/false_negative": 0.09996873323138218, "mask_rcnn/false_positive": 0.12130487015713803, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5408997350004938, "total_loss": 1.3364417175762355} {"data_time": 0.01212662849957269, "eta_seconds": 139154.60006250988, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.42127496159754224, "fast_rcnn/fg_cls_accuracy": 0.4687261632341724, "iteration": 23899, "loss_box_reg": 0.2701339814811945, "loss_cls": 0.2606796296313405, "loss_mask": 0.29889553878456354, "loss_rpn_cls": 0.06206597933487501, "loss_rpn_loc": 0.08986672082392033, "loss_sem_seg": 0.43051089346408844, "lr": 0.02, "mask_rcnn/accuracy": 0.8646373670061717, "mask_rcnn/false_negative": 0.11310895683848687, "mask_rcnn/false_positive": 0.16846238710795233, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5632875445007812, "total_loss": 1.4386732270359062} {"data_time": 0.013409961499746714, "eta_seconds": 139094.9727038334, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.4219484403931064, "fast_rcnn/fg_cls_accuracy": 0.5046492467043314, "iteration": 23919, "loss_box_reg": 0.26170410588383675, "loss_cls": 0.2633904628455639, "loss_mask": 0.2970839883200824, "loss_rpn_cls": 0.05233237211359665, "loss_rpn_loc": 0.08269341377308592, "loss_sem_seg": 0.40567356953397393, "lr": 0.02, "mask_rcnn/accuracy": 0.8793191714134043, "mask_rcnn/false_negative": 0.08836892009227579, "mask_rcnn/false_positive": 0.1429984615296108, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5689251205003529, "total_loss": 1.3038036984216888} {"data_time": 0.01371684700006881, "eta_seconds": 139180.09661403095, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.4546074744583847, "fast_rcnn/fg_cls_accuracy": 0.5201702959240648, "iteration": 23939, "loss_box_reg": 0.2845246624201536, "loss_cls": 0.2567812001798302, "loss_mask": 0.29801604337990284, "loss_rpn_cls": 0.0730528233689256, "loss_rpn_loc": 0.1025460046948865, "loss_sem_seg": 0.4085323568433523, "lr": 0.02, "mask_rcnn/accuracy": 0.8593155226914886, "mask_rcnn/false_negative": 0.1097037453276356, "mask_rcnn/false_positive": 0.1588830973742299, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5671562215002268, "total_loss": 1.405807462055236} {"data_time": 0.011768016500354861, "eta_seconds": 139300.40359707858, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.4133986928104575, "fast_rcnn/fg_cls_accuracy": 0.5280337941628264, "iteration": 23959, "loss_box_reg": 0.26137681026011705, "loss_cls": 0.26257937867194414, "loss_mask": 0.2832464473322034, "loss_rpn_cls": 0.06002107210224494, "loss_rpn_loc": 0.07606826012488455, "loss_sem_seg": 0.36682775616645813, "lr": 0.02, "mask_rcnn/accuracy": 0.8767237346305337, "mask_rcnn/false_negative": 0.10851602385385295, "mask_rcnn/false_positive": 0.12276306328495606, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5710183940000206, "total_loss": 1.3216292616561987} {"data_time": 0.012091842999325308, "eta_seconds": 139336.944126008, "fast_rcnn/cls_accuracy": 0.90966796875, "fast_rcnn/false_negative": 0.40278947368421053, "fast_rcnn/fg_cls_accuracy": 0.5517368421052631, "iteration": 23979, "loss_box_reg": 0.2703113246243447, "loss_cls": 0.27963623870164156, "loss_mask": 0.29957005521282554, "loss_rpn_cls": 0.0609009267645888, "loss_rpn_loc": 0.0951889303396456, "loss_sem_seg": 0.41958678187802434, "lr": 0.02, "mask_rcnn/accuracy": 0.8738050639836354, "mask_rcnn/false_negative": 0.1164320296889573, "mask_rcnn/false_positive": 0.1433899334521594, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5749765125001431, "total_loss": 1.4085918961791322} {"data_time": 0.013531889499063254, "eta_seconds": 139357.09677315806, "fast_rcnn/cls_accuracy": 0.91259765625, "fast_rcnn/false_negative": 0.40528455284552845, "fast_rcnn/fg_cls_accuracy": 0.5450783972125436, "iteration": 23999, "loss_box_reg": 0.2682418420445174, "loss_cls": 0.2673684754408896, "loss_mask": 0.28707635682076216, "loss_rpn_cls": 0.05899003057857044, "loss_rpn_loc": 0.08746379934018478, "loss_sem_seg": 0.4276265879161656, "lr": 0.02, "mask_rcnn/accuracy": 0.8797567042537874, "mask_rcnn/false_negative": 0.09472002570864338, "mask_rcnn/false_positive": 0.15071441091705803, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5667137990003539, "total_loss": 1.4380568825872615} {"data_time": 0.012175983500128496, "eta_seconds": 139366.87361947008, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.45398317664522514, "fast_rcnn/fg_cls_accuracy": 0.5023583360628889, "iteration": 24019, "loss_box_reg": 0.2665959419682622, "loss_cls": 0.24680244410410523, "loss_mask": 0.2796921692788601, "loss_rpn_cls": 0.05396201857365668, "loss_rpn_loc": 0.08424212696263567, "loss_sem_seg": 0.37409559823572636, "lr": 0.02, "mask_rcnn/accuracy": 0.8640068818224964, "mask_rcnn/false_negative": 0.10665296701813466, "mask_rcnn/false_positive": 0.15284603029504756, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.5722852119997697, "total_loss": 1.3637413629039656} {"data_time": 0.012805701000615954, "eta_seconds": 139256.5286586809, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.4326765188834154, "fast_rcnn/fg_cls_accuracy": 0.5286165207551665, "iteration": 24039, "loss_box_reg": 0.25404371600598097, "loss_cls": 0.25272370409220457, "loss_mask": 0.2810235470533371, "loss_rpn_cls": 0.04709412431111559, "loss_rpn_loc": 0.07551610597874969, "loss_sem_seg": 0.3873912268318236, "lr": 0.02, "mask_rcnn/accuracy": 0.8713420329447059, "mask_rcnn/false_negative": 0.1181533242923333, "mask_rcnn/false_positive": 0.13400934654698293, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5484948875000555, "total_loss": 1.3350515667989384} {"data_time": 0.012626824500330258, "eta_seconds": 139282.81424636763, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.4285, "fast_rcnn/fg_cls_accuracy": 0.5401016009852218, "iteration": 24059, "loss_box_reg": 0.24186324246693403, "loss_cls": 0.24885083292610943, "loss_mask": 0.2809646185487509, "loss_rpn_cls": 0.06404401193140075, "loss_rpn_loc": 0.09556459073792212, "loss_sem_seg": 0.4048677794635296, "lr": 0.02, "mask_rcnn/accuracy": 0.8660859561887941, "mask_rcnn/false_negative": 0.1096993284937377, "mask_rcnn/false_positive": 0.15639108236047328, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.5676173445008317, "total_loss": 1.322107367159333} {"data_time": 0.012448163999579265, "eta_seconds": 139144.12277872927, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.42358059791505126, "fast_rcnn/fg_cls_accuracy": 0.5580239903470793, "iteration": 24079, "loss_box_reg": 0.2723812311887741, "loss_cls": 0.26418334408663213, "loss_mask": 0.2974956203252077, "loss_rpn_cls": 0.060074821347370744, "loss_rpn_loc": 0.0898658474907279, "loss_sem_seg": 0.3840381158515811, "lr": 0.02, "mask_rcnn/accuracy": 0.872431555050516, "mask_rcnn/false_negative": 0.11719525887106223, "mask_rcnn/false_positive": 0.15266453563874732, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.5620703519998642, "total_loss": 1.3799785397131927} {"data_time": 0.013034175000939285, "eta_seconds": 139132.80661436927, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.40889894419306183, "fast_rcnn/fg_cls_accuracy": 0.5566880439761795, "iteration": 24099, "loss_box_reg": 0.24822014337405562, "loss_cls": 0.24462876794859767, "loss_mask": 0.28111867513507605, "loss_rpn_cls": 0.05291340238181874, "loss_rpn_loc": 0.07065513718407601, "loss_sem_seg": 0.4202282093465328, "lr": 0.02, "mask_rcnn/accuracy": 0.8717631272338273, "mask_rcnn/false_negative": 0.11457907144103205, "mask_rcnn/false_positive": 0.142702712343876, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5550869654980488, "total_loss": 1.308477726764977} {"data_time": 0.013003249001485528, "eta_seconds": 139083.48548420242, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.4592074592074592, "fast_rcnn/fg_cls_accuracy": 0.49092371323529416, "iteration": 24119, "loss_box_reg": 0.2744489819742739, "loss_cls": 0.28188365511596203, "loss_mask": 0.28785151802003384, "loss_rpn_cls": 0.05916971177794039, "loss_rpn_loc": 0.08896316564641893, "loss_sem_seg": 0.44114092644304037, "lr": 0.02, "mask_rcnn/accuracy": 0.8724166646856762, "mask_rcnn/false_negative": 0.10612760643495844, "mask_rcnn/false_positive": 0.1769665114418492, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5661519255027088, "total_loss": 1.4611058907175902} {"data_time": 0.012980921999769635, "eta_seconds": 139022.60892346044, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.3990311065782764, "fast_rcnn/fg_cls_accuracy": 0.5391088245552843, "iteration": 24139, "loss_box_reg": 0.24545215163379908, "loss_cls": 0.2415168492589146, "loss_mask": 0.2868835534900427, "loss_rpn_cls": 0.05876199249178171, "loss_rpn_loc": 0.08178956122719683, "loss_sem_seg": 0.4267236301675439, "lr": 0.02, "mask_rcnn/accuracy": 0.8708381924198251, "mask_rcnn/false_negative": 0.10872548673107742, "mask_rcnn/false_positive": 0.13863908014753712, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5632118875000742, "total_loss": 1.363755631406093} {"data_time": 0.012630795001314254, "eta_seconds": 139000.6461166624, "fast_rcnn/cls_accuracy": 0.91357421875, "fast_rcnn/false_negative": 0.40171439703876877, "fast_rcnn/fg_cls_accuracy": 0.5468732266485075, "iteration": 24159, "loss_box_reg": 0.2610733234323561, "loss_cls": 0.25482824724167585, "loss_mask": 0.28604382928460836, "loss_rpn_cls": 0.06390450458275154, "loss_rpn_loc": 0.08552172141207848, "loss_sem_seg": 0.37870226008817554, "lr": 0.02, "mask_rcnn/accuracy": 0.8615508882351415, "mask_rcnn/false_negative": 0.1015877733413676, "mask_rcnn/false_positive": 0.1527997735512978, "roi_head/num_bg_samples": 429.75, "roi_head/num_fg_samples": 82.25, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5660635834992718, "total_loss": 1.3577712244004942} {"data_time": 0.013465201000144589, "eta_seconds": 138889.5394097814, "fast_rcnn/cls_accuracy": 0.912109375, "fast_rcnn/false_negative": 0.3991584773523099, "fast_rcnn/fg_cls_accuracy": 0.49316473000683525, "iteration": 24179, "loss_box_reg": 0.25682278629392385, "loss_cls": 0.2542792009189725, "loss_mask": 0.29416387621313334, "loss_rpn_cls": 0.06339177103654947, "loss_rpn_loc": 0.09446341308648698, "loss_sem_seg": 0.39431071747094393, "lr": 0.02, "mask_rcnn/accuracy": 0.8673804099979032, "mask_rcnn/false_negative": 0.11843897565123615, "mask_rcnn/false_positive": 0.13644208309036493, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.5571310725008516, "total_loss": 1.3819021259550937} {"data_time": 0.012536720500065712, "eta_seconds": 138890.46979843293, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.4460227272727273, "fast_rcnn/fg_cls_accuracy": 0.46139705882352944, "iteration": 24199, "loss_box_reg": 0.26571489800699055, "loss_cls": 0.24443223793059587, "loss_mask": 0.2921136813238263, "loss_rpn_cls": 0.0489750710548833, "loss_rpn_loc": 0.07858998344454449, "loss_sem_seg": 0.3653781386092305, "lr": 0.02, "mask_rcnn/accuracy": 0.8635461560400557, "mask_rcnn/false_negative": 0.10134357192792094, "mask_rcnn/false_positive": 0.1630459638066129, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 239.25, "rpn/num_pos_anchors": 16.75, "time": 0.5698052614989138, "total_loss": 1.360803251271136} {"data_time": 0.012245230500411708, "eta_seconds": 138921.86815835338, "fast_rcnn/cls_accuracy": 0.9130859375, "fast_rcnn/false_negative": 0.3904164800716525, "fast_rcnn/fg_cls_accuracy": 0.5105597527472527, "iteration": 24219, "loss_box_reg": 0.26976926950737834, "loss_cls": 0.26668756175786257, "loss_mask": 0.285137839615345, "loss_rpn_cls": 0.054995649261400104, "loss_rpn_loc": 0.07524319645017385, "loss_sem_seg": 0.37066053692251444, "lr": 0.02, "mask_rcnn/accuracy": 0.8666113997939078, "mask_rcnn/false_negative": 0.1128426220541199, "mask_rcnn/false_positive": 0.17243147016159133, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.5683930605009664, "total_loss": 1.3350355115835555} {"data_time": 0.013540775000365102, "eta_seconds": 138964.93284816432, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.44540366753989047, "fast_rcnn/fg_cls_accuracy": 0.5129551820728291, "iteration": 24239, "loss_box_reg": 0.22205052815843374, "loss_cls": 0.23723244876600802, "loss_mask": 0.28077965695410967, "loss_rpn_cls": 0.05099580832757056, "loss_rpn_loc": 0.06699727647355758, "loss_sem_seg": 0.3975599966943264, "lr": 0.02, "mask_rcnn/accuracy": 0.8759516939528074, "mask_rcnn/false_negative": 0.11554615636432038, "mask_rcnn/false_positive": 0.120830875759537, "roi_head/num_bg_samples": 464.25, "roi_head/num_fg_samples": 47.75, "rpn/num_neg_anchors": 235.0, "rpn/num_pos_anchors": 21.0, "time": 0.5661759909980901, "total_loss": 1.2658531823835801} {"data_time": 0.012047549000271829, "eta_seconds": 138955.6532281674, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.42858158549591185, "fast_rcnn/fg_cls_accuracy": 0.4734508369360381, "iteration": 24259, "loss_box_reg": 0.27084190025925636, "loss_cls": 0.2677288129925728, "loss_mask": 0.2988562611863017, "loss_rpn_cls": 0.05270526866661385, "loss_rpn_loc": 0.10563300474314019, "loss_sem_seg": 0.3985071652568877, "lr": 0.02, "mask_rcnn/accuracy": 0.8613990292631476, "mask_rcnn/false_negative": 0.13577293096281762, "mask_rcnn/false_positive": 0.15795921697736054, "roi_head/num_bg_samples": 460.25, "roi_head/num_fg_samples": 51.75, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.5589395285023784, "total_loss": 1.4069457981386222} {"data_time": 0.013835670000844402, "eta_seconds": 138950.83237672364, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.41478978978978975, "fast_rcnn/fg_cls_accuracy": 0.5718954248366013, "iteration": 24279, "loss_box_reg": 0.26607015635818243, "loss_cls": 0.26316345017403364, "loss_mask": 0.28574353363364935, "loss_rpn_cls": 0.05791713105281815, "loss_rpn_loc": 0.07749888277612627, "loss_sem_seg": 0.41984292957931757, "lr": 0.02, "mask_rcnn/accuracy": 0.8818954847402394, "mask_rcnn/false_negative": 0.0874686935289025, "mask_rcnn/false_positive": 0.1371273658607629, "roi_head/num_bg_samples": 461.25, "roi_head/num_fg_samples": 50.75, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.5693226639996283, "total_loss": 1.399689336802112} {"data_time": 0.011858824998853379, "eta_seconds": 139029.52313366535, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.40322095123419627, "fast_rcnn/fg_cls_accuracy": 0.5540501165501166, "iteration": 24299, "loss_box_reg": 0.25279195234179497, "loss_cls": 0.25773506611585617, "loss_mask": 0.2787087494507432, "loss_rpn_cls": 0.04637819293566281, "loss_rpn_loc": 0.0856235071842093, "loss_sem_seg": 0.35874049132689834, "lr": 0.02, "mask_rcnn/accuracy": 0.8833310351167494, "mask_rcnn/false_negative": 0.09057196741535242, "mask_rcnn/false_positive": 0.15016463004259734, "roi_head/num_bg_samples": 462.5, "roi_head/num_fg_samples": 49.5, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5741338079988054, "total_loss": 1.302570562751498} {"data_time": 0.013089529502394726, "eta_seconds": 139018.20616522536, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.44642042863657094, "fast_rcnn/fg_cls_accuracy": 0.534278565471226, "iteration": 24319, "loss_box_reg": 0.26552440924569964, "loss_cls": 0.2533439192920923, "loss_mask": 0.27698446344584227, "loss_rpn_cls": 0.06254049140261486, "loss_rpn_loc": 0.09867867550929077, "loss_sem_seg": 0.38749867491424084, "lr": 0.02, "mask_rcnn/accuracy": 0.8820447080322467, "mask_rcnn/false_negative": 0.10164078454275417, "mask_rcnn/false_positive": 0.1463697536260824, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5586916169995675, "total_loss": 1.3686622164677829} {"data_time": 0.013005523001993424, "eta_seconds": 138978.63830471385, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.4711960112933261, "fast_rcnn/fg_cls_accuracy": 0.47667352739390373, "iteration": 24339, "loss_box_reg": 0.2792497919872403, "loss_cls": 0.26369493128731847, "loss_mask": 0.3013753294944763, "loss_rpn_cls": 0.05516694113612175, "loss_rpn_loc": 0.08653726411284879, "loss_sem_seg": 0.3628931143321097, "lr": 0.02, "mask_rcnn/accuracy": 0.8689105576441103, "mask_rcnn/false_negative": 0.11426331739360585, "mask_rcnn/false_positive": 0.15572428597365273, "roi_head/num_bg_samples": 456.25, "roi_head/num_fg_samples": 55.75, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5565226140006416, "total_loss": 1.3570430246763863} {"data_time": 0.012617424497875618, "eta_seconds": 138947.7286078427, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.39098627167630057, "fast_rcnn/fg_cls_accuracy": 0.5838575487012987, "iteration": 24359, "loss_box_reg": 0.24412668263539672, "loss_cls": 0.23935107549186796, "loss_mask": 0.2705300049856305, "loss_rpn_cls": 0.060422900307457894, "loss_rpn_loc": 0.09224605446797796, "loss_sem_seg": 0.3741942383348942, "lr": 0.02, "mask_rcnn/accuracy": 0.8732238735865968, "mask_rcnn/false_negative": 0.1134472604445679, "mask_rcnn/false_positive": 0.1629979050340461, "roi_head/num_bg_samples": 426.5, "roi_head/num_fg_samples": 85.5, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5470083394993708, "total_loss": 1.3190680043771863} {"data_time": 0.012195719000374083, "eta_seconds": 138831.43196147348, "fast_rcnn/cls_accuracy": 0.9091796875, "fast_rcnn/false_negative": 0.4313055365686944, "fast_rcnn/fg_cls_accuracy": 0.5033967391304348, "iteration": 24379, "loss_box_reg": 0.2588712996803224, "loss_cls": 0.2498506042174995, "loss_mask": 0.29658138286322355, "loss_rpn_cls": 0.0583418351598084, "loss_rpn_loc": 0.08630773023469374, "loss_sem_seg": 0.3734199117170647, "lr": 0.02, "mask_rcnn/accuracy": 0.8743104272959183, "mask_rcnn/false_negative": 0.10223164517179359, "mask_rcnn/false_positive": 0.12618875791887546, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5625059275025706, "total_loss": 1.3275054485420696} {"data_time": 0.013004216998524498, "eta_seconds": 138749.619196781, "fast_rcnn/cls_accuracy": 0.90869140625, "fast_rcnn/false_negative": 0.42859820089955025, "fast_rcnn/fg_cls_accuracy": 0.5222871757398612, "iteration": 24399, "loss_box_reg": 0.257758476305753, "loss_cls": 0.2637142762541771, "loss_mask": 0.28747499268501997, "loss_rpn_cls": 0.07265001267660409, "loss_rpn_loc": 0.07728417444741353, "loss_sem_seg": 0.36903547355905175, "lr": 0.02, "mask_rcnn/accuracy": 0.8690551903453689, "mask_rcnn/false_negative": 0.10776250929689193, "mask_rcnn/false_positive": 0.15812988989069948, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 207.25, "rpn/num_pos_anchors": 48.75, "time": 0.5534295795005164, "total_loss": 1.3571501454571262} {"data_time": 0.01245006600038323, "eta_seconds": 138767.69583123317, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.4028921568627451, "fast_rcnn/fg_cls_accuracy": 0.5210294117647059, "iteration": 24419, "loss_box_reg": 0.27187946531921625, "loss_cls": 0.26524161640554667, "loss_mask": 0.2961238482967019, "loss_rpn_cls": 0.06116080086212605, "loss_rpn_loc": 0.0988847459666431, "loss_sem_seg": 0.37747443560510874, "lr": 0.02, "mask_rcnn/accuracy": 0.877050944967253, "mask_rcnn/false_negative": 0.12756299652594233, "mask_rcnn/false_positive": 0.12760263712063658, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5744837895017554, "total_loss": 1.3985454331268556} {"data_time": 0.012503008498242707, "eta_seconds": 138797.51838764353, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.41932037496553626, "fast_rcnn/fg_cls_accuracy": 0.5620512820512821, "iteration": 24439, "loss_box_reg": 0.23895972222089767, "loss_cls": 0.24241014663130045, "loss_mask": 0.2782801277935505, "loss_rpn_cls": 0.04894466488622129, "loss_rpn_loc": 0.06743456784170121, "loss_sem_seg": 0.3849154645577073, "lr": 0.02, "mask_rcnn/accuracy": 0.8721176307173923, "mask_rcnn/false_negative": 0.1168208247778815, "mask_rcnn/false_positive": 0.1410578474510092, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5651965724991896, "total_loss": 1.2929567340761423} {"data_time": 0.013363183001274592, "eta_seconds": 138745.0934807531, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3447783332417733, "fast_rcnn/fg_cls_accuracy": 0.611548107615139, "iteration": 24459, "loss_box_reg": 0.24612225499004126, "loss_cls": 0.23088121740147471, "loss_mask": 0.2767896829172969, "loss_rpn_cls": 0.06024368986254558, "loss_rpn_loc": 0.08499866281636059, "loss_sem_seg": 0.3915179460309446, "lr": 0.02, "mask_rcnn/accuracy": 0.8892048814522682, "mask_rcnn/false_negative": 0.10626852029928818, "mask_rcnn/false_positive": 0.1248986672050281, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5463924655014125, "total_loss": 1.310114573338069} {"data_time": 0.012910849500258337, "eta_seconds": 138733.79230551305, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.5248905521818952, "fast_rcnn/fg_cls_accuracy": 0.4562020460358056, "iteration": 24479, "loss_box_reg": 0.2594172637909651, "loss_cls": 0.2498263199813664, "loss_mask": 0.274430887773633, "loss_rpn_cls": 0.053319715429097414, "loss_rpn_loc": 0.09029830803046934, "loss_sem_seg": 0.3864860385656357, "lr": 0.02, "mask_rcnn/accuracy": 0.8766036462661988, "mask_rcnn/false_negative": 0.1006097253998342, "mask_rcnn/false_positive": 0.1354889556532846, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5660493114992278, "total_loss": 1.3463064392417436} {"data_time": 0.012888289500551764, "eta_seconds": 138867.38864259643, "fast_rcnn/cls_accuracy": 0.908203125, "fast_rcnn/false_negative": 0.44458333333333333, "fast_rcnn/fg_cls_accuracy": 0.5140798078206326, "iteration": 24499, "loss_box_reg": 0.2756512099877, "loss_cls": 0.27307330816984177, "loss_mask": 0.30079388339072466, "loss_rpn_cls": 0.04663179907947779, "loss_rpn_loc": 0.08313910017022863, "loss_sem_seg": 0.37670719530433416, "lr": 0.02, "mask_rcnn/accuracy": 0.8594391394795078, "mask_rcnn/false_negative": 0.12127915355020483, "mask_rcnn/false_positive": 0.15956169972758427, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.5672443370003748, "total_loss": 1.4049060922116041} {"data_time": 0.01371390249914839, "eta_seconds": 138708.09198453222, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.5154028436018958, "fast_rcnn/fg_cls_accuracy": 0.43334334935897434, "iteration": 24519, "loss_box_reg": 0.26061017950996757, "loss_cls": 0.2532976707443595, "loss_mask": 0.2923139352351427, "loss_rpn_cls": 0.05471411079633981, "loss_rpn_loc": 0.07934246526565403, "loss_sem_seg": 0.3721580933779478, "lr": 0.02, "mask_rcnn/accuracy": 0.8646636996845041, "mask_rcnn/false_negative": 0.09448302197582145, "mask_rcnn/false_positive": 0.15647029374218052, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5614095969995105, "total_loss": 1.3214878332801163} {"data_time": 0.012502980998760904, "eta_seconds": 138670.527716341, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.4391029975208474, "fast_rcnn/fg_cls_accuracy": 0.5295868347338936, "iteration": 24539, "loss_box_reg": 0.25308048306033015, "loss_cls": 0.2642662953585386, "loss_mask": 0.2994514396414161, "loss_rpn_cls": 0.0570556647144258, "loss_rpn_loc": 0.09937679691938683, "loss_sem_seg": 0.3758529592305422, "lr": 0.02, "mask_rcnn/accuracy": 0.875081362061364, "mask_rcnn/false_negative": 0.12474629865580261, "mask_rcnn/false_positive": 0.11771300967584353, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.562892826001189, "total_loss": 1.3716703514801338} {"data_time": 0.012371015500320937, "eta_seconds": 138601.4866066589, "fast_rcnn/cls_accuracy": 0.908203125, "fast_rcnn/false_negative": 0.4908439051296194, "fast_rcnn/fg_cls_accuracy": 0.5001665172281285, "iteration": 24559, "loss_box_reg": 0.2605987414717674, "loss_cls": 0.2675247057341039, "loss_mask": 0.29233216028660536, "loss_rpn_cls": 0.06132070173043758, "loss_rpn_loc": 0.07999886391917244, "loss_sem_seg": 0.4346711318939924, "lr": 0.02, "mask_rcnn/accuracy": 0.8707804878180158, "mask_rcnn/false_negative": 0.12658747368350473, "mask_rcnn/false_positive": 0.13582770574643926, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.5644023654986086, "total_loss": 1.3974255430803169} {"data_time": 0.012187914999230998, "eta_seconds": 138430.63513351977, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.4402761104441777, "fast_rcnn/fg_cls_accuracy": 0.4994718856787822, "iteration": 24579, "loss_box_reg": 0.24465876445174217, "loss_cls": 0.22255305154249072, "loss_mask": 0.2856196193024516, "loss_rpn_cls": 0.05190147500252351, "loss_rpn_loc": 0.07210486568510532, "loss_sem_seg": 0.383519914932549, "lr": 0.02, "mask_rcnn/accuracy": 0.8801382696471982, "mask_rcnn/false_negative": 0.09082043893172995, "mask_rcnn/false_positive": 0.14045112621816347, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5650789199989958, "total_loss": 1.2947622304200195} {"data_time": 0.012718828998913523, "eta_seconds": 138331.86774304538, "fast_rcnn/cls_accuracy": 0.9140625, "fast_rcnn/false_negative": 0.45600660066006604, "fast_rcnn/fg_cls_accuracy": 0.522912009754115, "iteration": 24599, "loss_box_reg": 0.2614791449159384, "loss_cls": 0.24545011296868324, "loss_mask": 0.3088575340807438, "loss_rpn_cls": 0.05947731678315904, "loss_rpn_loc": 0.09987824806012213, "loss_sem_seg": 0.39813316985964775, "lr": 0.02, "mask_rcnn/accuracy": 0.8769196878699836, "mask_rcnn/false_negative": 0.09434717969227285, "mask_rcnn/false_positive": 0.15940477531542535, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.5576991680009087, "total_loss": 1.4145548436790705} {"data_time": 0.012733961500998703, "eta_seconds": 138359.6107267018, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.3892698668818072, "fast_rcnn/fg_cls_accuracy": 0.562526271542665, "iteration": 24619, "loss_box_reg": 0.25664945133030415, "loss_cls": 0.2612778111360967, "loss_mask": 0.28768200147897005, "loss_rpn_cls": 0.06523685983847827, "loss_rpn_loc": 0.08491224958561361, "loss_sem_seg": 0.4070091522298753, "lr": 0.02, "mask_rcnn/accuracy": 0.8875818969660078, "mask_rcnn/false_negative": 0.08417424132648779, "mask_rcnn/false_positive": 0.14298183213654123, "roi_head/num_bg_samples": 460.0, "roi_head/num_fg_samples": 52.0, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5656942639998306, "total_loss": 1.3623523574788123} {"data_time": 0.012325181998676271, "eta_seconds": 138227.40596062542, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.4103174603174603, "fast_rcnn/fg_cls_accuracy": 0.5517391304347826, "iteration": 24639, "loss_box_reg": 0.2423549499362707, "loss_cls": 0.24922141525894403, "loss_mask": 0.2902930872514844, "loss_rpn_cls": 0.06984292413108051, "loss_rpn_loc": 0.07324259431334212, "loss_sem_seg": 0.42075875774025917, "lr": 0.02, "mask_rcnn/accuracy": 0.865204443512851, "mask_rcnn/false_negative": 0.10284866933333639, "mask_rcnn/false_positive": 0.1731282564947354, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 237.25, "rpn/num_pos_anchors": 18.75, "time": 0.5582618004991673, "total_loss": 1.3415906965965405} {"data_time": 0.012510584499977995, "eta_seconds": 138306.41682056844, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.4923305860805861, "fast_rcnn/fg_cls_accuracy": 0.47788371601846547, "iteration": 24659, "loss_box_reg": 0.2697348059155047, "loss_cls": 0.2813092563301325, "loss_mask": 0.2924413727596402, "loss_rpn_cls": 0.06065416400087997, "loss_rpn_loc": 0.0783487569715362, "loss_sem_seg": 0.42533967085182667, "lr": 0.02, "mask_rcnn/accuracy": 0.8666520327799063, "mask_rcnn/false_negative": 0.09553717452956301, "mask_rcnn/false_positive": 0.175253024841723, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5674115814999823, "total_loss": 1.408639876433881} {"data_time": 0.013058910000836477, "eta_seconds": 138240.98132669416, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.45397727272727273, "fast_rcnn/fg_cls_accuracy": 0.4642045454545455, "iteration": 24679, "loss_box_reg": 0.27073350874707103, "loss_cls": 0.27045605052262545, "loss_mask": 0.2944581173360348, "loss_rpn_cls": 0.05924021184910089, "loss_rpn_loc": 0.08793625875841826, "loss_sem_seg": 0.4061335860751569, "lr": 0.02, "mask_rcnn/accuracy": 0.8583417606983181, "mask_rcnn/false_negative": 0.10869151307371949, "mask_rcnn/false_positive": 0.15444335806960263, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5689667360002204, "total_loss": 1.3981744205593714} {"data_time": 0.01305211450016941, "eta_seconds": 138193.60415692543, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.3998968321398228, "fast_rcnn/fg_cls_accuracy": 0.5428741995007056, "iteration": 24699, "loss_box_reg": 0.24758752947673202, "loss_cls": 0.2604128692764789, "loss_mask": 0.28925314359366894, "loss_rpn_cls": 0.056375771993771195, "loss_rpn_loc": 0.0910579435294494, "loss_sem_seg": 0.3988082306459546, "lr": 0.02, "mask_rcnn/accuracy": 0.885577259259929, "mask_rcnn/false_negative": 0.10340432817099235, "mask_rcnn/false_positive": 0.13511942680824096, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5651615760016284, "total_loss": 1.3158815740898717} {"data_time": 0.012154189500506618, "eta_seconds": 138182.3368890254, "fast_rcnn/cls_accuracy": 0.958984375, "fast_rcnn/false_negative": 0.3877935535966624, "fast_rcnn/fg_cls_accuracy": 0.5810847183904179, "iteration": 24719, "loss_box_reg": 0.24582079506944865, "loss_cls": 0.23691753204911947, "loss_mask": 0.2902341652661562, "loss_rpn_cls": 0.05825008092506323, "loss_rpn_loc": 0.09417691468843259, "loss_sem_seg": 0.41947603644803166, "lr": 0.02, "mask_rcnn/accuracy": 0.88166804934409, "mask_rcnn/false_negative": 0.09087728940489827, "mask_rcnn/false_positive": 0.1723235661982611, "roi_head/num_bg_samples": 472.75, "roi_head/num_fg_samples": 39.25, "rpn/num_neg_anchors": 238.0, "rpn/num_pos_anchors": 18.0, "time": 0.5702770165007678, "total_loss": 1.3404919687309302} {"data_time": 0.013210889999754727, "eta_seconds": 138280.68215783234, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.3826794966691339, "fast_rcnn/fg_cls_accuracy": 0.5519688644688645, "iteration": 24739, "loss_box_reg": 0.2531404863111675, "loss_cls": 0.2782488716766238, "loss_mask": 0.30333516374230385, "loss_rpn_cls": 0.056813985283952206, "loss_rpn_loc": 0.07475267734844238, "loss_sem_seg": 0.42983736004680395, "lr": 0.02, "mask_rcnn/accuracy": 0.8755141557980044, "mask_rcnn/false_negative": 0.10280807629090252, "mask_rcnn/false_positive": 0.13449416903137462, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5621764704992529, "total_loss": 1.4160096505802358} {"data_time": 0.012839662000260432, "eta_seconds": 138269.40595149234, "fast_rcnn/cls_accuracy": 0.91064453125, "fast_rcnn/false_negative": 0.381955247098241, "fast_rcnn/fg_cls_accuracy": 0.5925819672131147, "iteration": 24759, "loss_box_reg": 0.24666784261353314, "loss_cls": 0.25278086797334254, "loss_mask": 0.2862017108127475, "loss_rpn_cls": 0.061052688281051815, "loss_rpn_loc": 0.0754409603541717, "loss_sem_seg": 0.4422347464133054, "lr": 0.02, "mask_rcnn/accuracy": 0.8930760216648236, "mask_rcnn/false_negative": 0.08987946348563806, "mask_rcnn/false_positive": 0.12162510711609392, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.570032228499258, "total_loss": 1.3544001380796544} {"data_time": 0.012614113500603708, "eta_seconds": 138379.4091858381, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.41658220940204255, "fast_rcnn/fg_cls_accuracy": 0.47, "iteration": 24779, "loss_box_reg": 0.2505753976292908, "loss_cls": 0.2578698359429836, "loss_mask": 0.2893439792096615, "loss_rpn_cls": 0.05830465618055314, "loss_rpn_loc": 0.0885947419446893, "loss_sem_seg": 0.3846459514461458, "lr": 0.02, "mask_rcnn/accuracy": 0.8792379367931966, "mask_rcnn/false_negative": 0.1028834834763322, "mask_rcnn/false_positive": 0.15453089023884076, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.5708416044981277, "total_loss": 1.3351878974353895} {"data_time": 0.012932341998748598, "eta_seconds": 138355.16409267086, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.3672220333219993, "fast_rcnn/fg_cls_accuracy": 0.6092485549132948, "iteration": 24799, "loss_box_reg": 0.25879326835274696, "loss_cls": 0.2634219895116985, "loss_mask": 0.273948916234076, "loss_rpn_cls": 0.04928437832859345, "loss_rpn_loc": 0.07157418220594991, "loss_sem_seg": 0.41266082786023617, "lr": 0.02, "mask_rcnn/accuracy": 0.8817454124506946, "mask_rcnn/false_negative": 0.09492333982899329, "mask_rcnn/false_positive": 0.14070448896503568, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5685293470014585, "total_loss": 1.3444852413667832} {"data_time": 0.01291266199950769, "eta_seconds": 138343.87905190082, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.3979166666666667, "fast_rcnn/fg_cls_accuracy": 0.550201562106324, "iteration": 24819, "loss_box_reg": 0.25109844328835607, "loss_cls": 0.25178846903145313, "loss_mask": 0.2813852149993181, "loss_rpn_cls": 0.04949890976422466, "loss_rpn_loc": 0.06863879563752562, "loss_sem_seg": 0.36801683250814676, "lr": 0.02, "mask_rcnn/accuracy": 0.8776578535101263, "mask_rcnn/false_negative": 0.10903143683922548, "mask_rcnn/false_positive": 0.13197350411440734, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5461166989989579, "total_loss": 1.2792537297937088} {"data_time": 0.012547752499813214, "eta_seconds": 138332.5940111308, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.44174053182917, "fast_rcnn/fg_cls_accuracy": 0.527526395173454, "iteration": 24839, "loss_box_reg": 0.2637343308888376, "loss_cls": 0.2740408340469003, "loss_mask": 0.29145354591310024, "loss_rpn_cls": 0.060618345509283245, "loss_rpn_loc": 0.08227988373255357, "loss_sem_seg": 0.4127505477517843, "lr": 0.02, "mask_rcnn/accuracy": 0.888856391427594, "mask_rcnn/false_negative": 0.09555290217899995, "mask_rcnn/false_positive": 0.1234666470521705, "roi_head/num_bg_samples": 459.5, "roi_head/num_fg_samples": 52.5, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5623120989985182, "total_loss": 1.4014585063850973} {"data_time": 0.013224437998360372, "eta_seconds": 138334.26479471798, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.41258445945945943, "fast_rcnn/fg_cls_accuracy": 0.542612064194798, "iteration": 24859, "loss_box_reg": 0.2490482614375651, "loss_cls": 0.240636047674343, "loss_mask": 0.2811915725469589, "loss_rpn_cls": 0.05844431318109855, "loss_rpn_loc": 0.08080868914839812, "loss_sem_seg": 0.4316787582356483, "lr": 0.02, "mask_rcnn/accuracy": 0.8881692158333281, "mask_rcnn/false_negative": 0.10057349057467435, "mask_rcnn/false_positive": 0.12233060167025736, "roi_head/num_bg_samples": 465.75, "roi_head/num_fg_samples": 46.25, "rpn/num_neg_anchors": 234.75, "rpn/num_pos_anchors": 21.25, "time": 0.5601630809997005, "total_loss": 1.3445930274901912} {"data_time": 0.01206737149914261, "eta_seconds": 138357.69138492362, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.41365384615384615, "fast_rcnn/fg_cls_accuracy": 0.47857142857142854, "iteration": 24879, "loss_box_reg": 0.2452383115887642, "loss_cls": 0.2388563258573413, "loss_mask": 0.2794543569907546, "loss_rpn_cls": 0.05364381578692701, "loss_rpn_loc": 0.07123211130965501, "loss_sem_seg": 0.36719758436083794, "lr": 0.02, "mask_rcnn/accuracy": 0.8732058757568961, "mask_rcnn/false_negative": 0.09929462442706362, "mask_rcnn/false_positive": 0.13582673472076218, "roi_head/num_bg_samples": 467.0, "roi_head/num_fg_samples": 45.0, "rpn/num_neg_anchors": 234.5, "rpn/num_pos_anchors": 21.5, "time": 0.5611624905013741, "total_loss": 1.2551815301558236} {"data_time": 0.013017957498959731, "eta_seconds": 138347.38886326054, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.4493197278911565, "fast_rcnn/fg_cls_accuracy": 0.4836441893830703, "iteration": 24899, "loss_box_reg": 0.22805222356691957, "loss_cls": 0.24614924425259233, "loss_mask": 0.2831660630181432, "loss_rpn_cls": 0.04733260942157358, "loss_rpn_loc": 0.08185693563427776, "loss_sem_seg": 0.3577888049185276, "lr": 0.02, "mask_rcnn/accuracy": 0.8673584280425192, "mask_rcnn/false_negative": 0.10419602620638438, "mask_rcnn/false_positive": 0.1489645410608107, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5655491989982693, "total_loss": 1.2587975327041931} {"data_time": 0.012772367999787093, "eta_seconds": 138336.09985270054, "fast_rcnn/cls_accuracy": 0.912109375, "fast_rcnn/false_negative": 0.40172855313700384, "fast_rcnn/fg_cls_accuracy": 0.5885101704233096, "iteration": 24919, "loss_box_reg": 0.26535594067536294, "loss_cls": 0.25893758819438517, "loss_mask": 0.27596968272700906, "loss_rpn_cls": 0.055454096698667854, "loss_rpn_loc": 0.08870152611052617, "loss_sem_seg": 0.35427126195281744, "lr": 0.02, "mask_rcnn/accuracy": 0.8847781390899383, "mask_rcnn/false_negative": 0.09153840795882642, "mask_rcnn/false_positive": 0.14406274258645163, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.569785708499694, "total_loss": 1.3280390282161534} {"data_time": 0.012011852501018438, "eta_seconds": 138289.12040359786, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.450685095077465, "fast_rcnn/fg_cls_accuracy": 0.516119884175647, "iteration": 24939, "loss_box_reg": 0.2681810255162418, "loss_cls": 0.2713023740798235, "loss_mask": 0.2840597629547119, "loss_rpn_cls": 0.05532684165518731, "loss_rpn_loc": 0.07456685282522812, "loss_sem_seg": 0.40381423104554415, "lr": 0.02, "mask_rcnn/accuracy": 0.871397668823627, "mask_rcnn/false_negative": 0.09820809417322253, "mask_rcnn/false_positive": 0.12817509218827755, "roi_head/num_bg_samples": 469.25, "roi_head/num_fg_samples": 42.75, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.5507203855013358, "total_loss": 1.3606290253519546} {"data_time": 0.012544163000711706, "eta_seconds": 138191.137451673, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.4091671031953903, "fast_rcnn/fg_cls_accuracy": 0.5225633802816901, "iteration": 24959, "loss_box_reg": 0.24837758904322982, "loss_cls": 0.24606780684553087, "loss_mask": 0.27595406025648117, "loss_rpn_cls": 0.057381495396839455, "loss_rpn_loc": 0.07984232070157304, "loss_sem_seg": 0.4176958231255412, "lr": 0.02, "mask_rcnn/accuracy": 0.8673978574545379, "mask_rcnn/false_negative": 0.11762172029247554, "mask_rcnn/false_positive": 0.13454014789373042, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5624392009995063, "total_loss": 1.3024811267096084} {"data_time": 0.012971878999451292, "eta_seconds": 138090.53504458125, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.4409722222222222, "fast_rcnn/fg_cls_accuracy": 0.5173100490196079, "iteration": 24979, "loss_box_reg": 0.27443405520170927, "loss_cls": 0.2794005088508129, "loss_mask": 0.29461750015616417, "loss_rpn_cls": 0.05981334944954142, "loss_rpn_loc": 0.07850738250999711, "loss_sem_seg": 0.43843502132222056, "lr": 0.02, "mask_rcnn/accuracy": 0.8720341326634821, "mask_rcnn/false_negative": 0.10749104673592647, "mask_rcnn/false_positive": 0.13529547196949357, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5665132534995792, "total_loss": 1.4019808065495454} {"data_time": 0.012527931001386605, "eta_seconds": 138064.4231132672, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.45003287310979617, "fast_rcnn/fg_cls_accuracy": 0.506858202038925, "iteration": 24999, "loss_box_reg": 0.25609255698509514, "loss_cls": 0.2622588681988418, "loss_mask": 0.2745660990476608, "loss_rpn_cls": 0.05827362189302221, "loss_rpn_loc": 0.09032338223187253, "loss_sem_seg": 0.37048775516450405, "lr": 0.02, "mask_rcnn/accuracy": 0.8865875196232339, "mask_rcnn/false_negative": 0.10280826520910151, "mask_rcnn/false_positive": 0.12754468074752323, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.5729896529992402, "total_loss": 1.3127377058845013} {"data_time": 0.01263664450016222, "eta_seconds": 137985.17673643638, "fast_rcnn/cls_accuracy": 0.912109375, "fast_rcnn/false_negative": 0.410822814399252, "fast_rcnn/fg_cls_accuracy": 0.5146278141589491, "iteration": 25019, "loss_box_reg": 0.24824369559064507, "loss_cls": 0.24933782452717423, "loss_mask": 0.2837314959615469, "loss_rpn_cls": 0.04740657075308263, "loss_rpn_loc": 0.0799392694607377, "loss_sem_seg": 0.3577962196432054, "lr": 0.02, "mask_rcnn/accuracy": 0.8731878772764383, "mask_rcnn/false_negative": 0.08343027077853327, "mask_rcnn/false_positive": 0.1488170354450129, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5619331870002497, "total_loss": 1.2894863468245603} {"data_time": 0.012912775000586407, "eta_seconds": 138146.0213649931, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.4477564102564102, "fast_rcnn/fg_cls_accuracy": 0.44703326341024874, "iteration": 25039, "loss_box_reg": 0.27681256039068103, "loss_cls": 0.2598260333761573, "loss_mask": 0.2905204650014639, "loss_rpn_cls": 0.0578359987703152, "loss_rpn_loc": 0.081430391932372, "loss_sem_seg": 0.3668115804903209, "lr": 0.02, "mask_rcnn/accuracy": 0.8722794455832334, "mask_rcnn/false_negative": 0.10043643325407245, "mask_rcnn/false_positive": 0.13326999087096741, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5708546029982244, "total_loss": 1.3861704257433303} {"data_time": 0.013204148999648169, "eta_seconds": 138134.74234332313, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.47846565199506375, "fast_rcnn/fg_cls_accuracy": 0.46461789844142787, "iteration": 25059, "loss_box_reg": 0.26324698876123875, "loss_cls": 0.24305300321429968, "loss_mask": 0.275472610257566, "loss_rpn_cls": 0.052174139593262225, "loss_rpn_loc": 0.0814673492568545, "loss_sem_seg": 0.3859302317723632, "lr": 0.02, "mask_rcnn/accuracy": 0.8767192722888926, "mask_rcnn/false_negative": 0.11598306677752396, "mask_rcnn/false_positive": 0.1504415650685738, "roi_head/num_bg_samples": 457.5, "roi_head/num_fg_samples": 54.5, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5675315214994043, "total_loss": 1.3384192723897286} {"data_time": 0.012917003999973531, "eta_seconds": 138198.6086361818, "fast_rcnn/cls_accuracy": 0.90087890625, "fast_rcnn/false_negative": 0.47293688982838705, "fast_rcnn/fg_cls_accuracy": 0.47533110908907084, "iteration": 25079, "loss_box_reg": 0.2595063871704042, "loss_cls": 0.2522990442812443, "loss_mask": 0.2854732181876898, "loss_rpn_cls": 0.056362431932939216, "loss_rpn_loc": 0.08036183251533657, "loss_sem_seg": 0.395618564914912, "lr": 0.02, "mask_rcnn/accuracy": 0.8445304732581488, "mask_rcnn/false_negative": 0.10667520140567349, "mask_rcnn/false_positive": 0.17912897738918734, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5671213759997045, "total_loss": 1.316393882385455} {"data_time": 0.012488504999055294, "eta_seconds": 138220.12049737148, "fast_rcnn/cls_accuracy": 0.9140625, "fast_rcnn/false_negative": 0.4017295597484277, "fast_rcnn/fg_cls_accuracy": 0.5795454545454546, "iteration": 25099, "loss_box_reg": 0.263269234681502, "loss_cls": 0.25315867573954165, "loss_mask": 0.3023484982550144, "loss_rpn_cls": 0.060935830464586616, "loss_rpn_loc": 0.09787060183589347, "loss_sem_seg": 0.432488820515573, "lr": 0.02, "mask_rcnn/accuracy": 0.8705994684108869, "mask_rcnn/false_negative": 0.11359844082662539, "mask_rcnn/false_positive": 0.13506834958241937, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 206.5, "rpn/num_pos_anchors": 49.5, "time": 0.588778037499651, "total_loss": 1.3732655903731938} {"data_time": 0.011804084999312181, "eta_seconds": 138267.28367474495, "fast_rcnn/cls_accuracy": 0.91162109375, "fast_rcnn/false_negative": 0.4368001002841384, "fast_rcnn/fg_cls_accuracy": 0.4828993392926545, "iteration": 25119, "loss_box_reg": 0.2851752284914255, "loss_cls": 0.2751551950350404, "loss_mask": 0.2965265680104494, "loss_rpn_cls": 0.06333142356015742, "loss_rpn_loc": 0.11118506989441812, "loss_sem_seg": 0.38520485162734985, "lr": 0.02, "mask_rcnn/accuracy": 0.8551560633213859, "mask_rcnn/false_negative": 0.1252253446348567, "mask_rcnn/false_positive": 0.16125148102111148, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.5699684125011117, "total_loss": 1.3924865165026858} {"data_time": 0.012299892498049303, "eta_seconds": 138351.97743304865, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.37565104166666663, "fast_rcnn/fg_cls_accuracy": 0.6062357048272541, "iteration": 25139, "loss_box_reg": 0.28234899835661054, "loss_cls": 0.27886600885540247, "loss_mask": 0.28767846059054136, "loss_rpn_cls": 0.05615840287646279, "loss_rpn_loc": 0.08326156056136824, "loss_sem_seg": 0.39986447524279356, "lr": 0.02, "mask_rcnn/accuracy": 0.8855150679919759, "mask_rcnn/false_negative": 0.1284996435607813, "mask_rcnn/false_positive": 0.11895248910019898, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5752151574997697, "total_loss": 1.3712698892340995} {"data_time": 0.01280707299883943, "eta_seconds": 138364.61447591893, "fast_rcnn/cls_accuracy": 0.9072265625, "fast_rcnn/false_negative": 0.4811188811188811, "fast_rcnn/fg_cls_accuracy": 0.37125435540069684, "iteration": 25159, "loss_box_reg": 0.25259688775986433, "loss_cls": 0.26063524279743433, "loss_mask": 0.2786455014720559, "loss_rpn_cls": 0.06609383830800653, "loss_rpn_loc": 0.09021500911330804, "loss_sem_seg": 0.37987373140640557, "lr": 0.02, "mask_rcnn/accuracy": 0.866690726855562, "mask_rcnn/false_negative": 0.11440235073682992, "mask_rcnn/false_positive": 0.13421953542647994, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.5688460910005233, "total_loss": 1.3543884553655516} {"data_time": 0.012140504501076066, "eta_seconds": 138438.39458953848, "fast_rcnn/cls_accuracy": 0.9052734375, "fast_rcnn/false_negative": 0.46016451233842537, "fast_rcnn/fg_cls_accuracy": 0.5032804232804233, "iteration": 25179, "loss_box_reg": 0.26798409689217806, "loss_cls": 0.2606650721281767, "loss_mask": 0.2853489723056555, "loss_rpn_cls": 0.06479005370056257, "loss_rpn_loc": 0.08901596249779686, "loss_sem_seg": 0.4302205750718713, "lr": 0.02, "mask_rcnn/accuracy": 0.8745097765882309, "mask_rcnn/false_negative": 0.11080932188583795, "mask_rcnn/false_positive": 0.158625129220684, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5743851090010139, "total_loss": 1.406047830823809} {"data_time": 0.012086684499081457, "eta_seconds": 138367.06565865234, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.38258211460081515, "fast_rcnn/fg_cls_accuracy": 0.5959084084084084, "iteration": 25199, "loss_box_reg": 0.24234601249918342, "loss_cls": 0.2457613036967814, "loss_mask": 0.2786195180378854, "loss_rpn_cls": 0.05571578664239496, "loss_rpn_loc": 0.08697617257712409, "loss_sem_seg": 0.36576731130480766, "lr": 0.02, "mask_rcnn/accuracy": 0.8874182770767822, "mask_rcnn/false_negative": 0.09747336380019667, "mask_rcnn/false_positive": 0.1308991293783482, "roi_head/num_bg_samples": 458.0, "roi_head/num_fg_samples": 54.0, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5518259245000081, "total_loss": 1.3095277925021946} {"data_time": 0.013178199498725007, "eta_seconds": 138306.77563204872, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.40103092783505156, "fast_rcnn/fg_cls_accuracy": 0.5587056128293242, "iteration": 25219, "loss_box_reg": 0.25744107249192894, "loss_cls": 0.24699527537450194, "loss_mask": 0.289900213945657, "loss_rpn_cls": 0.05919226026162505, "loss_rpn_loc": 0.0898820519214496, "loss_sem_seg": 0.38536122906953096, "lr": 0.02, "mask_rcnn/accuracy": 0.8703373584442222, "mask_rcnn/false_negative": 0.10873576521947509, "mask_rcnn/false_positive": 0.14469555665073483, "roi_head/num_bg_samples": 462.0, "roi_head/num_fg_samples": 50.0, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.5573438505016384, "total_loss": 1.3230033085565083} {"data_time": 0.013675405501999194, "eta_seconds": 138267.65503472352, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.458980044345898, "fast_rcnn/fg_cls_accuracy": 0.5288560632085194, "iteration": 25239, "loss_box_reg": 0.28703909926116467, "loss_cls": 0.285866045858711, "loss_mask": 0.293274431489408, "loss_rpn_cls": 0.058163602734566666, "loss_rpn_loc": 0.08274611184606329, "loss_sem_seg": 0.429707083851099, "lr": 0.02, "mask_rcnn/accuracy": 0.8684297748225503, "mask_rcnn/false_negative": 0.10363257407055754, "mask_rcnn/false_positive": 0.1448851119805059, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.5690991535011563, "total_loss": 1.455628975207219} {"data_time": 0.011977678499533795, "eta_seconds": 138308.10244791876, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.4823861748089066, "fast_rcnn/fg_cls_accuracy": 0.4595815143760349, "iteration": 25259, "loss_box_reg": 0.25952944345772266, "loss_cls": 0.2755580269731581, "loss_mask": 0.3023737957701087, "loss_rpn_cls": 0.061835119035094976, "loss_rpn_loc": 0.08856979827396572, "loss_sem_seg": 0.4014277048408985, "lr": 0.02, "mask_rcnn/accuracy": 0.8694253918514521, "mask_rcnn/false_negative": 0.1133066896803733, "mask_rcnn/false_positive": 0.13608181937733482, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5740184695005155, "total_loss": 1.3910928927361965} {"data_time": 0.011666634500215878, "eta_seconds": 138250.57481401318, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.4231193613292659, "fast_rcnn/fg_cls_accuracy": 0.509879381580701, "iteration": 25279, "loss_box_reg": 0.24832405056804419, "loss_cls": 0.269804903306067, "loss_mask": 0.28723045997321606, "loss_rpn_cls": 0.06118748994776979, "loss_rpn_loc": 0.08967254869639874, "loss_sem_seg": 0.46062497049570084, "lr": 0.02, "mask_rcnn/accuracy": 0.8723783272840208, "mask_rcnn/false_negative": 0.09801058165251372, "mask_rcnn/false_positive": 0.15437104609893698, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5623642739992647, "total_loss": 1.4570470423350343} {"data_time": 0.012596465001479373, "eta_seconds": 138144.9596124048, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.44483282674772034, "fast_rcnn/fg_cls_accuracy": 0.5177165354330708, "iteration": 25299, "loss_box_reg": 0.2608866901136935, "loss_cls": 0.2657832142431289, "loss_mask": 0.2865952756255865, "loss_rpn_cls": 0.061600615648785606, "loss_rpn_loc": 0.08577757910825312, "loss_sem_seg": 0.3549624248407781, "lr": 0.02, "mask_rcnn/accuracy": 0.8691434186613853, "mask_rcnn/false_negative": 0.11807972367621881, "mask_rcnn/false_positive": 0.1443078026695711, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5654244474990264, "total_loss": 1.3740798880462535} {"data_time": 0.01225861050079402, "eta_seconds": 138179.33020477634, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.47743703358208955, "fast_rcnn/fg_cls_accuracy": 0.4941860465116279, "iteration": 25319, "loss_box_reg": 0.2558076325803995, "loss_cls": 0.2401177764404565, "loss_mask": 0.2890854775905609, "loss_rpn_cls": 0.05129043970373459, "loss_rpn_loc": 0.08663308154791594, "loss_sem_seg": 0.3676737288478762, "lr": 0.02, "mask_rcnn/accuracy": 0.872152093596059, "mask_rcnn/false_negative": 0.09445246655622161, "mask_rcnn/false_positive": 0.15543029161264293, "roi_head/num_bg_samples": 461.25, "roi_head/num_fg_samples": 50.75, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5663600575007877, "total_loss": 1.323605475248769} {"data_time": 0.011541731500983587, "eta_seconds": 138139.77317116124, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.48811529103499907, "fast_rcnn/fg_cls_accuracy": 0.5007011217948718, "iteration": 25339, "loss_box_reg": 0.25822250125929713, "loss_cls": 0.25667005870491266, "loss_mask": 0.2889280905947089, "loss_rpn_cls": 0.05117748200427741, "loss_rpn_loc": 0.09169350983574986, "loss_sem_seg": 0.42262663086876273, "lr": 0.02, "mask_rcnn/accuracy": 0.8670858974095553, "mask_rcnn/false_negative": 0.11083319897375157, "mask_rcnn/false_positive": 0.1650887991497253, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.557838698499836, "total_loss": 1.4172093753877562} {"data_time": 0.013868990499759093, "eta_seconds": 138073.37862482166, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.36633486675126903, "fast_rcnn/fg_cls_accuracy": 0.6156172372826438, "iteration": 25359, "loss_box_reg": 0.2542683258652687, "loss_cls": 0.23905862891115248, "loss_mask": 0.28987162187695503, "loss_rpn_cls": 0.05274413846200332, "loss_rpn_loc": 0.0823604492470622, "loss_sem_seg": 0.4011166412383318, "lr": 0.02, "mask_rcnn/accuracy": 0.8748572695658798, "mask_rcnn/false_negative": 0.10178976024222575, "mask_rcnn/false_positive": 0.15789812002864215, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5518041685008939, "total_loss": 1.3228034552303143} {"data_time": 0.012088173998563434, "eta_seconds": 138073.2447718323, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.3920264093448451, "fast_rcnn/fg_cls_accuracy": 0.5782060785767236, "iteration": 25379, "loss_box_reg": 0.2445288458839059, "loss_cls": 0.2451424584724009, "loss_mask": 0.2837841035798192, "loss_rpn_cls": 0.04590299347182736, "loss_rpn_loc": 0.08190115523757413, "loss_sem_seg": 0.41142023634165525, "lr": 0.02, "mask_rcnn/accuracy": 0.8836684611252904, "mask_rcnn/false_negative": 0.09551630573716433, "mask_rcnn/false_positive": 0.13707247117904373, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5649011954992602, "total_loss": 1.3496974244044395} {"data_time": 0.012748384000587976, "eta_seconds": 138088.50501695467, "fast_rcnn/cls_accuracy": 0.9130859375, "fast_rcnn/false_negative": 0.4464465610403883, "fast_rcnn/fg_cls_accuracy": 0.4628235230615605, "iteration": 25399, "loss_box_reg": 0.2536265584640205, "loss_cls": 0.26303242705762386, "loss_mask": 0.2853667065501213, "loss_rpn_cls": 0.056443283159751445, "loss_rpn_loc": 0.08674046245869249, "loss_sem_seg": 0.4204364148899913, "lr": 0.02, "mask_rcnn/accuracy": 0.8760224890630697, "mask_rcnn/false_negative": 0.08991095015425919, "mask_rcnn/false_positive": 0.1775208786554418, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 204.25, "rpn/num_pos_anchors": 51.75, "time": 0.5689325550010835, "total_loss": 1.401297522475943} {"data_time": 0.012766546999046113, "eta_seconds": 138031.1136366139, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.4863013698630137, "fast_rcnn/fg_cls_accuracy": 0.4848240666129465, "iteration": 25419, "loss_box_reg": 0.2616182751953602, "loss_cls": 0.2715775975957513, "loss_mask": 0.29563273303210735, "loss_rpn_cls": 0.05820855015190318, "loss_rpn_loc": 0.07635203213430941, "loss_sem_seg": 0.4234455362893641, "lr": 0.02, "mask_rcnn/accuracy": 0.8716147327556779, "mask_rcnn/false_negative": 0.0926435113163305, "mask_rcnn/false_positive": 0.16424392005822175, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.5526475820006453, "total_loss": 1.4316762594971806} {"data_time": 0.014098256498982664, "eta_seconds": 138001.9479776033, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.4287315105333931, "fast_rcnn/fg_cls_accuracy": 0.5171934043284094, "iteration": 25439, "loss_box_reg": 0.2773173521272838, "loss_cls": 0.28302866918966174, "loss_mask": 0.29432589560747147, "loss_rpn_cls": 0.05064334289636463, "loss_rpn_loc": 0.06967427348718047, "loss_sem_seg": 0.40558449970558286, "lr": 0.02, "mask_rcnn/accuracy": 0.8671535737582705, "mask_rcnn/false_negative": 0.10595509813036474, "mask_rcnn/false_positive": 0.1429340517059994, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5575081215010869, "total_loss": 1.364229241560679} {"data_time": 0.01241811700128892, "eta_seconds": 138068.3104156699, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.4165767224320921, "fast_rcnn/fg_cls_accuracy": 0.5206422018348624, "iteration": 25459, "loss_box_reg": 0.27858102158643305, "loss_cls": 0.2720848461613059, "loss_mask": 0.2887535039335489, "loss_rpn_cls": 0.05779258534312248, "loss_rpn_loc": 0.09905027347849682, "loss_sem_seg": 0.36666274606250226, "lr": 0.02, "mask_rcnn/accuracy": 0.8884163040216086, "mask_rcnn/false_negative": 0.08902545653007984, "mask_rcnn/false_positive": 0.15218609152334026, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.567141243000151, "total_loss": 1.34659217033186} {"data_time": 0.013266118499814183, "eta_seconds": 138043.34134059458, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.47100694444444446, "fast_rcnn/fg_cls_accuracy": 0.5269841269841269, "iteration": 25479, "loss_box_reg": 0.24429305642843246, "loss_cls": 0.24992695031687617, "loss_mask": 0.2824027966707945, "loss_rpn_cls": 0.05711505576618947, "loss_rpn_loc": 0.08451167109888047, "loss_sem_seg": 0.3689279677346349, "lr": 0.02, "mask_rcnn/accuracy": 0.8649896596771232, "mask_rcnn/false_negative": 0.10350982718677976, "mask_rcnn/false_positive": 0.1687050239541582, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5703515110017179, "total_loss": 1.291881607088726} {"data_time": 0.01268222950056952, "eta_seconds": 138005.5122820926, "fast_rcnn/cls_accuracy": 0.9111328125, "fast_rcnn/false_negative": 0.4389474721592589, "fast_rcnn/fg_cls_accuracy": 0.45803391104222446, "iteration": 25499, "loss_box_reg": 0.27194589423015714, "loss_cls": 0.27158492524176836, "loss_mask": 0.3104428732767701, "loss_rpn_cls": 0.055898556049214676, "loss_rpn_loc": 0.09511013480369002, "loss_sem_seg": 0.3930422137491405, "lr": 0.02, "mask_rcnn/accuracy": 0.8700731948885545, "mask_rcnn/false_negative": 0.11138800116161385, "mask_rcnn/false_positive": 0.14474049481028156, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.566520437500003, "total_loss": 1.3885578529152554} {"data_time": 0.012480455499826348, "eta_seconds": 138041.85662344316, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.5508166969147006, "fast_rcnn/fg_cls_accuracy": 0.3794757033248082, "iteration": 25519, "loss_box_reg": 0.2481525233015418, "loss_cls": 0.26685677701607347, "loss_mask": 0.29802263900637627, "loss_rpn_cls": 0.05118298972956836, "loss_rpn_loc": 0.07845545641612262, "loss_sem_seg": 0.4384617884643376, "lr": 0.02, "mask_rcnn/accuracy": 0.8695999176067943, "mask_rcnn/false_negative": 0.10493700366560042, "mask_rcnn/false_positive": 0.14681564572532346, "roi_head/num_bg_samples": 464.75, "roi_head/num_fg_samples": 47.25, "rpn/num_neg_anchors": 235.5, "rpn/num_pos_anchors": 20.5, "time": 0.5666130924983008, "total_loss": 1.4069497272721492} {"data_time": 0.012023993500406505, "eta_seconds": 138117.63340773553, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.41958372753074735, "fast_rcnn/fg_cls_accuracy": 0.4722436179577465, "iteration": 25539, "loss_box_reg": 0.25621422939002514, "loss_cls": 0.2680623112246394, "loss_mask": 0.292084108106792, "loss_rpn_cls": 0.0564546003297437, "loss_rpn_loc": 0.08511410792561946, "loss_sem_seg": 0.37639650143682957, "lr": 0.02, "mask_rcnn/accuracy": 0.8667014642868289, "mask_rcnn/false_negative": 0.10461447103628368, "mask_rcnn/false_positive": 0.1709834526715283, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5759869020021142, "total_loss": 1.366432646755129} {"data_time": 0.012339980501565151, "eta_seconds": 138023.12457932794, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.35327380952380955, "fast_rcnn/fg_cls_accuracy": 0.6054230949041608, "iteration": 25559, "loss_box_reg": 0.259340887889266, "loss_cls": 0.2532761504407972, "loss_mask": 0.28290156833827496, "loss_rpn_cls": 0.052141153151751496, "loss_rpn_loc": 0.070784333627671, "loss_sem_seg": 0.39640750642865896, "lr": 0.02, "mask_rcnn/accuracy": 0.8781985204947853, "mask_rcnn/false_negative": 0.08916321610387973, "mask_rcnn/false_positive": 0.15551116075784804, "roi_head/num_bg_samples": 464.25, "roi_head/num_fg_samples": 47.75, "rpn/num_neg_anchors": 240.5, "rpn/num_pos_anchors": 15.5, "time": 0.5503923004998796, "total_loss": 1.3633003191935131} {"data_time": 0.012593632500284002, "eta_seconds": 138011.8316190979, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.4221539362013462, "fast_rcnn/fg_cls_accuracy": 0.49678180647929626, "iteration": 25579, "loss_box_reg": 0.2596318759024143, "loss_cls": 0.2641856479458511, "loss_mask": 0.2850598990917206, "loss_rpn_cls": 0.05189886117295828, "loss_rpn_loc": 0.06326754973269999, "loss_sem_seg": 0.3773902105167508, "lr": 0.02, "mask_rcnn/accuracy": 0.865220249880336, "mask_rcnn/false_negative": 0.09968724784485469, "mask_rcnn/false_positive": 0.15376661040635137, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5668031144978158, "total_loss": 1.3321787528693676} {"data_time": 0.01299748349811125, "eta_seconds": 137996.6860436031, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.455525197328476, "fast_rcnn/fg_cls_accuracy": 0.5251068907228795, "iteration": 25599, "loss_box_reg": 0.23607154306955636, "loss_cls": 0.24759173998609185, "loss_mask": 0.28545166552066803, "loss_rpn_cls": 0.061359929328318685, "loss_rpn_loc": 0.07406917359912768, "loss_sem_seg": 0.4416209664195776, "lr": 0.02, "mask_rcnn/accuracy": 0.8646309361907014, "mask_rcnn/false_negative": 0.09966257349956122, "mask_rcnn/false_positive": 0.14932618381323146, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5422037490025104, "total_loss": 1.3754761330637848} {"data_time": 0.011977557500358671, "eta_seconds": 137926.63675227188, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.4404379020286987, "fast_rcnn/fg_cls_accuracy": 0.5489238000989609, "iteration": 25619, "loss_box_reg": 0.2482554386369884, "loss_cls": 0.24114616098813713, "loss_mask": 0.28652383480221033, "loss_rpn_cls": 0.050326847995165735, "loss_rpn_loc": 0.08376057969871908, "loss_sem_seg": 0.40513116493821144, "lr": 0.02, "mask_rcnn/accuracy": 0.8723231886875045, "mask_rcnn/false_negative": 0.10914339939415298, "mask_rcnn/false_positive": 0.13206058931696313, "roi_head/num_bg_samples": 460.25, "roi_head/num_fg_samples": 51.75, "rpn/num_neg_anchors": 234.25, "rpn/num_pos_anchors": 21.75, "time": 0.5552874240001984, "total_loss": 1.30200507940026} {"data_time": 0.01201196500005608, "eta_seconds": 137977.95273840785, "fast_rcnn/cls_accuracy": 0.90869140625, "fast_rcnn/false_negative": 0.39350886339937435, "fast_rcnn/fg_cls_accuracy": 0.5177822643267589, "iteration": 25639, "loss_box_reg": 0.2723429873585701, "loss_cls": 0.26442722463980317, "loss_mask": 0.29728261288255453, "loss_rpn_cls": 0.061899860796984285, "loss_rpn_loc": 0.0908809746033512, "loss_sem_seg": 0.3538211267441511, "lr": 0.02, "mask_rcnn/accuracy": 0.8734143726171787, "mask_rcnn/false_negative": 0.09624043243604316, "mask_rcnn/false_positive": 0.16060908422964887, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.566860673501651, "total_loss": 1.3610954179021064} {"data_time": 0.012439256497600581, "eta_seconds": 137955.39003796992, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.4051962410171365, "fast_rcnn/fg_cls_accuracy": 0.5663746630727763, "iteration": 25659, "loss_box_reg": 0.2450799634680152, "loss_cls": 0.23573972540907562, "loss_mask": 0.283896560780704, "loss_rpn_cls": 0.05563537299167365, "loss_rpn_loc": 0.08867672859923914, "loss_sem_seg": 0.34597633220255375, "lr": 0.02, "mask_rcnn/accuracy": 0.8807039757294859, "mask_rcnn/false_negative": 0.10357692975856443, "mask_rcnn/false_positive": 0.15478493025967283, "roi_head/num_bg_samples": 463.75, "roi_head/num_fg_samples": 48.25, "rpn/num_neg_anchors": 238.75, "rpn/num_pos_anchors": 17.25, "time": 0.5542878635005763, "total_loss": 1.2435510676587} {"data_time": 0.012923102000058861, "eta_seconds": 137880.34890935867, "fast_rcnn/cls_accuracy": 0.91162109375, "fast_rcnn/false_negative": 0.42172118132740555, "fast_rcnn/fg_cls_accuracy": 0.5292626927742159, "iteration": 25679, "loss_box_reg": 0.27174844895489514, "loss_cls": 0.2914218418300152, "loss_mask": 0.28587935399264097, "loss_rpn_cls": 0.06589706894010305, "loss_rpn_loc": 0.0859086102573201, "loss_sem_seg": 0.4374772273004055, "lr": 0.02, "mask_rcnn/accuracy": 0.8665087668063858, "mask_rcnn/false_negative": 0.11495029644002214, "mask_rcnn/false_positive": 0.166507195131564, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.5612726580020535, "total_loss": 1.5083819304127246} {"data_time": 0.012855624001531396, "eta_seconds": 137940.22281880307, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.4337485478249645, "fast_rcnn/fg_cls_accuracy": 0.5502232142857143, "iteration": 25699, "loss_box_reg": 0.2718792036175728, "loss_cls": 0.26872521359473467, "loss_mask": 0.29055129271000624, "loss_rpn_cls": 0.054126913368236274, "loss_rpn_loc": 0.087651708337944, "loss_sem_seg": 0.41891354275867343, "lr": 0.02, "mask_rcnn/accuracy": 0.8822497190840621, "mask_rcnn/false_negative": 0.09806036123817909, "mask_rcnn/false_positive": 0.12994299301351406, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5823743109976931, "total_loss": 1.3835083188605495} {"data_time": 0.01275623899891798, "eta_seconds": 137904.64693211665, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.479982440737489, "fast_rcnn/fg_cls_accuracy": 0.5200175592625109, "iteration": 25719, "loss_box_reg": 0.2582921041175723, "loss_cls": 0.26605926849879324, "loss_mask": 0.29181256983429193, "loss_rpn_cls": 0.05654092726763338, "loss_rpn_loc": 0.07643695716978982, "loss_sem_seg": 0.37923290487378836, "lr": 0.02, "mask_rcnn/accuracy": 0.863621475195052, "mask_rcnn/false_negative": 0.10640907918990267, "mask_rcnn/false_positive": 0.16280851620088477, "roi_head/num_bg_samples": 465.75, "roi_head/num_fg_samples": 46.25, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5605343030001677, "total_loss": 1.3418262056948151} {"data_time": 0.012799502001143992, "eta_seconds": 137917.63752888303, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.4195384615384615, "fast_rcnn/fg_cls_accuracy": 0.5305698324022347, "iteration": 25739, "loss_box_reg": 0.2536249365657568, "loss_cls": 0.26572698075324297, "loss_mask": 0.3028908036649227, "loss_rpn_cls": 0.05480986717157066, "loss_rpn_loc": 0.08514931291574612, "loss_sem_seg": 0.40189174422994256, "lr": 0.02, "mask_rcnn/accuracy": 0.8723009387395655, "mask_rcnn/false_negative": 0.10776956728013323, "mask_rcnn/false_positive": 0.13557867854184358, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5743368714993267, "total_loss": 1.3876936679007486} {"data_time": 0.012596329999723821, "eta_seconds": 137898.92984911992, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.4913251194367614, "fast_rcnn/fg_cls_accuracy": 0.4636660799597687, "iteration": 25759, "loss_box_reg": 0.26463103853166103, "loss_cls": 0.2651466317474842, "loss_mask": 0.307158125564456, "loss_rpn_cls": 0.07020320510491729, "loss_rpn_loc": 0.09043143148301169, "loss_sem_seg": 0.334589674603194, "lr": 0.02, "mask_rcnn/accuracy": 0.8715391128183898, "mask_rcnn/false_negative": 0.09899043033619769, "mask_rcnn/false_positive": 0.14265768941425538, "roi_head/num_bg_samples": 460.25, "roi_head/num_fg_samples": 51.75, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5622433245025604, "total_loss": 1.343746887810994} {"data_time": 0.012137283500123885, "eta_seconds": 137823.91481285883, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.47203332199931997, "fast_rcnn/fg_cls_accuracy": 0.44419531639262577, "iteration": 25779, "loss_box_reg": 0.24742777599021792, "loss_cls": 0.2608695551753044, "loss_mask": 0.27847770601511, "loss_rpn_cls": 0.06111608017818071, "loss_rpn_loc": 0.08789033960783854, "loss_sem_seg": 0.36081227473914623, "lr": 0.02, "mask_rcnn/accuracy": 0.8807673742506982, "mask_rcnn/false_negative": 0.0987265023763954, "mask_rcnn/false_positive": 0.16453316341699625, "roi_head/num_bg_samples": 457.5, "roi_head/num_fg_samples": 54.5, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5631154895017971, "total_loss": 1.2810958229238167} {"data_time": 0.013403057000687113, "eta_seconds": 137793.87360129337, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.4039473684210526, "fast_rcnn/fg_cls_accuracy": 0.5053422194012482, "iteration": 25799, "loss_box_reg": 0.24098461214452982, "loss_cls": 0.2539396584033966, "loss_mask": 0.27363844541832805, "loss_rpn_cls": 0.04647138630389236, "loss_rpn_loc": 0.06453260430134833, "loss_sem_seg": 0.4173596678301692, "lr": 0.02, "mask_rcnn/accuracy": 0.889748823815534, "mask_rcnn/false_negative": 0.09694835924703182, "mask_rcnn/false_positive": 0.13910383609692611, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5527372665001167, "total_loss": 1.307295943639474} {"data_time": 0.013091670498397434, "eta_seconds": 137824.89230945334, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.4390297202797203, "fast_rcnn/fg_cls_accuracy": 0.5043162340081977, "iteration": 25819, "loss_box_reg": 0.2816242780536413, "loss_cls": 0.2903905245475471, "loss_mask": 0.29419953282922506, "loss_rpn_cls": 0.06534130865475163, "loss_rpn_loc": 0.09191221091896296, "loss_sem_seg": 0.4295170297846198, "lr": 0.02, "mask_rcnn/accuracy": 0.8693382722047391, "mask_rcnn/false_negative": 0.11211419646000856, "mask_rcnn/false_positive": 0.16179080025692955, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5530469514997094, "total_loss": 1.4061292852275074} {"data_time": 0.012899210500108893, "eta_seconds": 137861.17430408296, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.47162288930581614, "fast_rcnn/fg_cls_accuracy": 0.43872632222146785, "iteration": 25839, "loss_box_reg": 0.25990832364186645, "loss_cls": 0.26280466094613075, "loss_mask": 0.2765065501444042, "loss_rpn_cls": 0.0595691999187693, "loss_rpn_loc": 0.07990497909486294, "loss_sem_seg": 0.39182465616613626, "lr": 0.02, "mask_rcnn/accuracy": 0.8675468439123901, "mask_rcnn/false_negative": 0.08996337975851472, "mask_rcnn/false_positive": 0.1609524599429039, "roi_head/num_bg_samples": 460.25, "roi_head/num_fg_samples": 51.75, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5688163685008476, "total_loss": 1.3584030145430006} {"data_time": 0.01258805849829514, "eta_seconds": 137888.44299741185, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.4314366424535916, "fast_rcnn/fg_cls_accuracy": 0.4440900562851782, "iteration": 25859, "loss_box_reg": 0.2660514763556421, "loss_cls": 0.27713191602379084, "loss_mask": 0.2813593912869692, "loss_rpn_cls": 0.05825413641287014, "loss_rpn_loc": 0.08041180740110576, "loss_sem_seg": 0.4114384027197957, "lr": 0.02, "mask_rcnn/accuracy": 0.863261555871724, "mask_rcnn/false_negative": 0.1063801617032996, "mask_rcnn/false_positive": 0.14550535641065238, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5721745779992489, "total_loss": 1.4136552909913007} {"data_time": 0.013208491500336095, "eta_seconds": 137937.90390589472, "fast_rcnn/cls_accuracy": 0.908203125, "fast_rcnn/false_negative": 0.3891882183908046, "fast_rcnn/fg_cls_accuracy": 0.5608199837089329, "iteration": 25879, "loss_box_reg": 0.26889048237353563, "loss_cls": 0.2736991704441607, "loss_mask": 0.29503759229555726, "loss_rpn_cls": 0.051410698040854186, "loss_rpn_loc": 0.0900612961850129, "loss_sem_seg": 0.3573796171694994, "lr": 0.02, "mask_rcnn/accuracy": 0.8783828015333117, "mask_rcnn/false_negative": 0.10615190586140007, "mask_rcnn/false_positive": 0.12194173944163275, "roi_head/num_bg_samples": 425.0, "roi_head/num_fg_samples": 87.0, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.5607205149990477, "total_loss": 1.3668857542506885} {"data_time": 0.01243348499883723, "eta_seconds": 137926.60312440473, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.36964285714285716, "fast_rcnn/fg_cls_accuracy": 0.5634057971014492, "iteration": 25899, "loss_box_reg": 0.23729574028402567, "loss_cls": 0.24483248940669, "loss_mask": 0.2842516452074051, "loss_rpn_cls": 0.05528108196449466, "loss_rpn_loc": 0.08738462463952601, "loss_sem_seg": 0.426634032279253, "lr": 0.02, "mask_rcnn/accuracy": 0.8992514358357357, "mask_rcnn/false_negative": 0.1000272005845722, "mask_rcnn/false_positive": 0.11891582404169371, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5617928009996831, "total_loss": 1.360798095120117} {"data_time": 0.012414312499458902, "eta_seconds": 137854.55558571187, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3882042253521127, "fast_rcnn/fg_cls_accuracy": 0.528783014738071, "iteration": 25919, "loss_box_reg": 0.26630257349461317, "loss_cls": 0.24872869905084372, "loss_mask": 0.28304676059633493, "loss_rpn_cls": 0.054514775751158595, "loss_rpn_loc": 0.10552144586108625, "loss_sem_seg": 0.3909950223751366, "lr": 0.02, "mask_rcnn/accuracy": 0.872448938152259, "mask_rcnn/false_negative": 0.10505328765357909, "mask_rcnn/false_positive": 0.14470713752251357, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5644611019997683, "total_loss": 1.3895439827465452} {"data_time": 0.012549056500574807, "eta_seconds": 137843.25978181188, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.49183673469387756, "fast_rcnn/fg_cls_accuracy": 0.47934362934362934, "iteration": 25939, "loss_box_reg": 0.23574290703982115, "loss_cls": 0.2510076919570565, "loss_mask": 0.28275267593562603, "loss_rpn_cls": 0.05457109061535448, "loss_rpn_loc": 0.06851362873567268, "loss_sem_seg": 0.3823111441452056, "lr": 0.02, "mask_rcnn/accuracy": 0.8766958928500939, "mask_rcnn/false_negative": 0.102637585766744, "mask_rcnn/false_positive": 0.14590631143664753, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5571275464990322, "total_loss": 1.2814339673204813} {"data_time": 0.012834976500016637, "eta_seconds": 137793.56424877653, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.3680245535714286, "fast_rcnn/fg_cls_accuracy": 0.4873015873015873, "iteration": 25959, "loss_box_reg": 0.2769603249616921, "loss_cls": 0.27834987780079246, "loss_mask": 0.28028641687706113, "loss_rpn_cls": 0.05881806580873672, "loss_rpn_loc": 0.08412928553298116, "loss_sem_seg": 0.3516735592857003, "lr": 0.02, "mask_rcnn/accuracy": 0.8776282136231116, "mask_rcnn/false_negative": 0.11278637336828261, "mask_rcnn/false_positive": 0.12349454489688817, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 236.5, "rpn/num_pos_anchors": 19.5, "time": 0.56095640249805, "total_loss": 1.373073879047297} {"data_time": 0.012290060500163236, "eta_seconds": 137782.27159186653, "fast_rcnn/cls_accuracy": 0.912109375, "fast_rcnn/false_negative": 0.46739130434782605, "fast_rcnn/fg_cls_accuracy": 0.4394305019305019, "iteration": 25979, "loss_box_reg": 0.2545529203489423, "loss_cls": 0.26110643707215786, "loss_mask": 0.2857579356059432, "loss_rpn_cls": 0.05087355230352841, "loss_rpn_loc": 0.07915213331580162, "loss_sem_seg": 0.38307543843984604, "lr": 0.02, "mask_rcnn/accuracy": 0.8775976015406162, "mask_rcnn/false_negative": 0.11531945762633031, "mask_rcnn/false_positive": 0.14879980217918332, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5678925939992041, "total_loss": 1.3208839764702134} {"data_time": 0.01244688800215954, "eta_seconds": 137770.9789349565, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.47150997150997154, "fast_rcnn/fg_cls_accuracy": 0.5037688442211055, "iteration": 25999, "loss_box_reg": 0.25008871778845787, "loss_cls": 0.26096357125788927, "loss_mask": 0.292627957649529, "loss_rpn_cls": 0.06085060880286619, "loss_rpn_loc": 0.08907312306109816, "loss_sem_seg": 0.4207527181133628, "lr": 0.02, "mask_rcnn/accuracy": 0.8546926087776661, "mask_rcnn/false_negative": 0.12774986141454986, "mask_rcnn/false_positive": 0.1515081875259044, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5710456580000027, "total_loss": 1.4005776052945293} {"data_time": 0.011976251000305638, "eta_seconds": 137759.68627804652, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.47006382978723404, "fast_rcnn/fg_cls_accuracy": 0.5078815174086264, "iteration": 26019, "loss_box_reg": 0.26411939691752195, "loss_cls": 0.2570386650040746, "loss_mask": 0.2736669583246112, "loss_rpn_cls": 0.05144740897230804, "loss_rpn_loc": 0.0780207339557819, "loss_sem_seg": 0.40493166306987405, "lr": 0.02, "mask_rcnn/accuracy": 0.8823591393078971, "mask_rcnn/false_negative": 0.09357391549309785, "mask_rcnn/false_positive": 0.1613338124919319, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 234.75, "rpn/num_pos_anchors": 21.25, "time": 0.5597319520002202, "total_loss": 1.3325355105334893} {"data_time": 0.01342819999808853, "eta_seconds": 137740.8413203399, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.46077752629476765, "fast_rcnn/fg_cls_accuracy": 0.5132365660136127, "iteration": 26039, "loss_box_reg": 0.2760886480100453, "loss_cls": 0.27797548403032124, "loss_mask": 0.2955488208681345, "loss_rpn_cls": 0.06710231184842996, "loss_rpn_loc": 0.08315945265349, "loss_sem_seg": 0.3910670797340572, "lr": 0.02, "mask_rcnn/accuracy": 0.8732223768428813, "mask_rcnn/false_negative": 0.10372747712501007, "mask_rcnn/false_positive": 0.145071720147043, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.565113229000417, "total_loss": 1.4209481613361277} {"data_time": 0.01245725350054272, "eta_seconds": 137729.54928256993, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.4269477590783743, "fast_rcnn/fg_cls_accuracy": 0.5283355000240744, "iteration": 26059, "loss_box_reg": 0.2608701973222196, "loss_cls": 0.2608861387707293, "loss_mask": 0.28833339735865593, "loss_rpn_cls": 0.05325346291647293, "loss_rpn_loc": 0.07982248975895345, "loss_sem_seg": 0.3799102185294032, "lr": 0.02, "mask_rcnn/accuracy": 0.8618889739192719, "mask_rcnn/false_negative": 0.11522434740073657, "mask_rcnn/false_positive": 0.14795808733917276, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5655730350008525, "total_loss": 1.3461375101906015} {"data_time": 0.012262607002412551, "eta_seconds": 137701.41510935695, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3979591836734694, "fast_rcnn/fg_cls_accuracy": 0.5201910551454624, "iteration": 26079, "loss_box_reg": 0.2390865460038185, "loss_cls": 0.24354861909523606, "loss_mask": 0.2819820260629058, "loss_rpn_cls": 0.05571865558158606, "loss_rpn_loc": 0.08568985929014161, "loss_sem_seg": 0.393863960634917, "lr": 0.02, "mask_rcnn/accuracy": 0.8786914044463939, "mask_rcnn/false_negative": 0.09931691628012598, "mask_rcnn/false_positive": 0.14828374245380427, "roi_head/num_bg_samples": 457.5, "roi_head/num_fg_samples": 54.5, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5652546875007829, "total_loss": 1.3446234576986171} {"data_time": 0.011865729000419378, "eta_seconds": 137616.6887884672, "fast_rcnn/cls_accuracy": 0.912109375, "fast_rcnn/false_negative": 0.4798717948717949, "fast_rcnn/fg_cls_accuracy": 0.47862745098039217, "iteration": 26099, "loss_box_reg": 0.2645878605544567, "loss_cls": 0.2699680980294943, "loss_mask": 0.2852094890549779, "loss_rpn_cls": 0.05787184601649642, "loss_rpn_loc": 0.07600181945599616, "loss_sem_seg": 0.3983177545014769, "lr": 0.02, "mask_rcnn/accuracy": 0.8712620651589346, "mask_rcnn/false_negative": 0.105042444445484, "mask_rcnn/false_positive": 0.17158179265565765, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 0.5636370180000085, "total_loss": 1.3722100377781317} {"data_time": 0.013869948999854387, "eta_seconds": 137594.46206661998, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.42585470085470084, "fast_rcnn/fg_cls_accuracy": 0.5375283446712018, "iteration": 26119, "loss_box_reg": 0.27406790340319276, "loss_cls": 0.26774052041582763, "loss_mask": 0.29302876628935337, "loss_rpn_cls": 0.05584676342550665, "loss_rpn_loc": 0.08139655750710517, "loss_sem_seg": 0.4024186385795474, "lr": 0.02, "mask_rcnn/accuracy": 0.8823324780045743, "mask_rcnn/false_negative": 0.10632444686449169, "mask_rcnn/false_positive": 0.12689924457494706, "roi_head/num_bg_samples": 462.0, "roi_head/num_fg_samples": 50.0, "rpn/num_neg_anchors": 234.5, "rpn/num_pos_anchors": 21.5, "time": 0.5650511075000395, "total_loss": 1.3738977521425113} {"data_time": 0.013442031502563623, "eta_seconds": 137572.5878116127, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.3666666666666667, "fast_rcnn/fg_cls_accuracy": 0.5852564102564102, "iteration": 26139, "loss_box_reg": 0.2539927032776177, "loss_cls": 0.24252152582630515, "loss_mask": 0.27940575312823057, "loss_rpn_cls": 0.06040693895192817, "loss_rpn_loc": 0.07798009261023253, "loss_sem_seg": 0.37603011447936296, "lr": 0.02, "mask_rcnn/accuracy": 0.8845319118213323, "mask_rcnn/false_negative": 0.08471594754005575, "mask_rcnn/false_positive": 0.13110832595316185, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5721746065009938, "total_loss": 1.3224663053406402} {"data_time": 0.0132510799994634, "eta_seconds": 137496.49688112456, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.38345002414292617, "fast_rcnn/fg_cls_accuracy": 0.5582202111613876, "iteration": 26159, "loss_box_reg": 0.2772895209491253, "loss_cls": 0.26661267783492804, "loss_mask": 0.2903656084090471, "loss_rpn_cls": 0.06063776701921597, "loss_rpn_loc": 0.08787177343037911, "loss_sem_seg": 0.372988723218441, "lr": 0.02, "mask_rcnn/accuracy": 0.8753888719666971, "mask_rcnn/false_negative": 0.10063554989367564, "mask_rcnn/false_positive": 0.15407045725806656, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5580565774998831, "total_loss": 1.3272653110907413} {"data_time": 0.01297749150035088, "eta_seconds": 137485.21932756455, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.362353164077302, "fast_rcnn/fg_cls_accuracy": 0.6137648478688942, "iteration": 26179, "loss_box_reg": 0.2307247263379395, "loss_cls": 0.23474175110459328, "loss_mask": 0.26618853583931923, "loss_rpn_cls": 0.05456357661751099, "loss_rpn_loc": 0.09968550491612405, "loss_sem_seg": 0.40621283976361156, "lr": 0.02, "mask_rcnn/accuracy": 0.8786630886120682, "mask_rcnn/false_negative": 0.09861794562177342, "mask_rcnn/false_positive": 0.12307469505044566, "roi_head/num_bg_samples": 460.75, "roi_head/num_fg_samples": 51.25, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5681277719995705, "total_loss": 1.2971555975964293} {"data_time": 0.011444493999078986, "eta_seconds": 137471.11965527348, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.3475274725274725, "fast_rcnn/fg_cls_accuracy": 0.5598142676234699, "iteration": 26199, "loss_box_reg": 0.2549589697737247, "loss_cls": 0.24072660016827285, "loss_mask": 0.28224509861320257, "loss_rpn_cls": 0.05812779685948044, "loss_rpn_loc": 0.07262696948600933, "loss_sem_seg": 0.38265307166147977, "lr": 0.02, "mask_rcnn/accuracy": 0.8834328265719243, "mask_rcnn/false_negative": 0.09073721152007316, "mask_rcnn/false_positive": 0.1517267267337078, "roi_head/num_bg_samples": 463.5, "roi_head/num_fg_samples": 48.5, "rpn/num_neg_anchors": 234.75, "rpn/num_pos_anchors": 21.25, "time": 0.5525715974999912, "total_loss": 1.2935104148346} {"data_time": 0.012016345499432646, "eta_seconds": 137484.29173962525, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.4419413919413919, "fast_rcnn/fg_cls_accuracy": 0.4554214641955545, "iteration": 26219, "loss_box_reg": 0.2553233397193253, "loss_cls": 0.25538148474879563, "loss_mask": 0.27913013519719243, "loss_rpn_cls": 0.055983784957788885, "loss_rpn_loc": 0.07946614478714764, "loss_sem_seg": 0.44263975881040096, "lr": 0.02, "mask_rcnn/accuracy": 0.8932540789753401, "mask_rcnn/false_negative": 0.07894220916379761, "mask_rcnn/false_positive": 0.13286830650849651, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5665150654986064, "total_loss": 1.3652429213398136} {"data_time": 0.013295357997776591, "eta_seconds": 137459.0015172646, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.43453936348408706, "fast_rcnn/fg_cls_accuracy": 0.5089560148383678, "iteration": 26239, "loss_box_reg": 0.2461031093262136, "loss_cls": 0.24420903949066997, "loss_mask": 0.2873071227222681, "loss_rpn_cls": 0.067261897289427, "loss_rpn_loc": 0.0924236309947446, "loss_sem_seg": 0.42173051461577415, "lr": 0.02, "mask_rcnn/accuracy": 0.8796096516506016, "mask_rcnn/false_negative": 0.1020442481819004, "mask_rcnn/false_positive": 0.155697784573619, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.5641635965002934, "total_loss": 1.3595911573793273} {"data_time": 0.012909975499496795, "eta_seconds": 137440.10911332458, "fast_rcnn/cls_accuracy": 0.90771484375, "fast_rcnn/false_negative": 0.41934121621621623, "fast_rcnn/fg_cls_accuracy": 0.5202702702702702, "iteration": 26259, "loss_box_reg": 0.3116777609102428, "loss_cls": 0.28032474126666784, "loss_mask": 0.2963932966813445, "loss_rpn_cls": 0.06343110569287091, "loss_rpn_loc": 0.10965934497653507, "loss_sem_seg": 0.38574884936679155, "lr": 0.02, "mask_rcnn/accuracy": 0.877452670257292, "mask_rcnn/false_negative": 0.11948365150208387, "mask_rcnn/false_positive": 0.13344242984116125, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.5652365634996386, "total_loss": 1.4454716866021045} {"data_time": 0.012503837000622298, "eta_seconds": 137473.46040882697, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.39440408931934356, "fast_rcnn/fg_cls_accuracy": 0.5520725239248241, "iteration": 26279, "loss_box_reg": 0.2467833375558257, "loss_cls": 0.2683553183451295, "loss_mask": 0.26240745186805725, "loss_rpn_cls": 0.052545825485140085, "loss_rpn_loc": 0.0728402656968683, "loss_sem_seg": 0.3896480379626155, "lr": 0.02, "mask_rcnn/accuracy": 0.8890030755639958, "mask_rcnn/false_negative": 0.0970947960051333, "mask_rcnn/false_positive": 0.13988613820628773, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5776981860017258, "total_loss": 1.3252411104622297} {"data_time": 0.013557157999457559, "eta_seconds": 137462.179192977, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.4124319094036697, "fast_rcnn/fg_cls_accuracy": 0.44920830548128343, "iteration": 26299, "loss_box_reg": 0.24941401835530996, "loss_cls": 0.2509826375171542, "loss_mask": 0.2814212692901492, "loss_rpn_cls": 0.06055432150606066, "loss_rpn_loc": 0.08519498800160363, "loss_sem_seg": 0.3787979577900842, "lr": 0.02, "mask_rcnn/accuracy": 0.8678274173024162, "mask_rcnn/false_negative": 0.11119773611823063, "mask_rcnn/false_positive": 0.15369963086253183, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5710403640005097, "total_loss": 1.3081684861826943} {"data_time": 0.011834098997496767, "eta_seconds": 137450.897977127, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.4405767626199416, "fast_rcnn/fg_cls_accuracy": 0.5194163910984002, "iteration": 26319, "loss_box_reg": 0.2868771068751812, "loss_cls": 0.2847041222266853, "loss_mask": 0.2973265089094639, "loss_rpn_cls": 0.06007670483086258, "loss_rpn_loc": 0.09651055140420794, "loss_sem_seg": 0.4100834890268743, "lr": 0.02, "mask_rcnn/accuracy": 0.8816203063922396, "mask_rcnn/false_negative": 0.10437276622995398, "mask_rcnn/false_positive": 0.1121274214036092, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5626318484992225, "total_loss": 1.4254695437848568} {"data_time": 0.012406727501002024, "eta_seconds": 137481.2731677472, "fast_rcnn/cls_accuracy": 0.91015625, "fast_rcnn/false_negative": 0.44508767715589714, "fast_rcnn/fg_cls_accuracy": 0.5214670838048325, "iteration": 26339, "loss_box_reg": 0.2571080164052546, "loss_cls": 0.2716418066993356, "loss_mask": 0.2941778525710106, "loss_rpn_cls": 0.05791328055784106, "loss_rpn_loc": 0.07370497018564492, "loss_sem_seg": 0.3687822297215462, "lr": 0.02, "mask_rcnn/accuracy": 0.8666785149451581, "mask_rcnn/false_negative": 0.10140875608245173, "mask_rcnn/false_positive": 0.15267214187373204, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.5622009000016988, "total_loss": 1.3319632583879866} {"data_time": 0.01217200900100579, "eta_seconds": 137615.44720437852, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.4207914151576123, "fast_rcnn/fg_cls_accuracy": 0.5340146641765235, "iteration": 26359, "loss_box_reg": 0.27195653482340276, "loss_cls": 0.2605849257670343, "loss_mask": 0.28036405332386494, "loss_rpn_cls": 0.06499484955566004, "loss_rpn_loc": 0.08629069197922945, "loss_sem_seg": 0.42307085171341896, "lr": 0.02, "mask_rcnn/accuracy": 0.8680674736692768, "mask_rcnn/false_negative": 0.11124946700064249, "mask_rcnn/false_positive": 0.11905837831252336, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5772842975002277, "total_loss": 1.374397755775135} {"data_time": 0.012249147501279367, "eta_seconds": 137614.95887471392, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.39654921374490393, "fast_rcnn/fg_cls_accuracy": 0.5259385231571252, "iteration": 26379, "loss_box_reg": 0.2653331998735666, "loss_cls": 0.23830278776586056, "loss_mask": 0.2731262454763055, "loss_rpn_cls": 0.05858388281194493, "loss_rpn_loc": 0.08560859540011734, "loss_sem_seg": 0.36994881508871913, "lr": 0.02, "mask_rcnn/accuracy": 0.8756550931388989, "mask_rcnn/false_negative": 0.10127570947271351, "mask_rcnn/false_positive": 0.14889844441983652, "roi_head/num_bg_samples": 457.75, "roi_head/num_fg_samples": 54.25, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.5664662275012233, "total_loss": 1.2928345939144492} {"data_time": 0.012129847498727031, "eta_seconds": 137603.6614119439, "fast_rcnn/cls_accuracy": 0.90966796875, "fast_rcnn/false_negative": 0.4030187369882027, "fast_rcnn/fg_cls_accuracy": 0.46836161756356065, "iteration": 26399, "loss_box_reg": 0.25578783825039864, "loss_cls": 0.2572657437995076, "loss_mask": 0.28644428960978985, "loss_rpn_cls": 0.06086758093442768, "loss_rpn_loc": 0.09679593483451754, "loss_sem_seg": 0.3990887366235256, "lr": 0.02, "mask_rcnn/accuracy": 0.8790143964562569, "mask_rcnn/false_negative": 0.10205262925824259, "mask_rcnn/false_positive": 0.14673174632012334, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.5686169374985184, "total_loss": 1.3736092856852338} {"data_time": 0.013721603001613403, "eta_seconds": 137592.3639491739, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3507226738934056, "fast_rcnn/fg_cls_accuracy": 0.5934512641829714, "iteration": 26419, "loss_box_reg": 0.25893708784133196, "loss_cls": 0.2701497180387378, "loss_mask": 0.2924459343776107, "loss_rpn_cls": 0.052692891244078055, "loss_rpn_loc": 0.08492643819772638, "loss_sem_seg": 0.346296701580286, "lr": 0.02, "mask_rcnn/accuracy": 0.8764695421916004, "mask_rcnn/false_negative": 0.10226141299282746, "mask_rcnn/false_positive": 0.10171028847689209, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 0.5558028129999002, "total_loss": 1.3172534638724755} {"data_time": 0.012977308500921936, "eta_seconds": 137587.87633032585, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.48062779091147884, "fast_rcnn/fg_cls_accuracy": 0.39332659251769464, "iteration": 26439, "loss_box_reg": 0.24841442937031388, "loss_cls": 0.24352523731067777, "loss_mask": 0.28903577383607626, "loss_rpn_cls": 0.05609224736690521, "loss_rpn_loc": 0.07723874284420162, "loss_sem_seg": 0.36887489387299865, "lr": 0.02, "mask_rcnn/accuracy": 0.8675456595681752, "mask_rcnn/false_negative": 0.10834494631937787, "mask_rcnn/false_positive": 0.1466239216149402, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5597604624999803, "total_loss": 1.3035148983180989} {"data_time": 0.012684177499977523, "eta_seconds": 137558.9643270285, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.4846054185878139, "fast_rcnn/fg_cls_accuracy": 0.4633114115211302, "iteration": 26459, "loss_box_reg": 0.25678293919190764, "loss_cls": 0.26734756329096854, "loss_mask": 0.28064525593072176, "loss_rpn_cls": 0.0634509070077911, "loss_rpn_loc": 0.07429536542622373, "loss_sem_seg": 0.39342931332066655, "lr": 0.02, "mask_rcnn/accuracy": 0.8931373928017322, "mask_rcnn/false_negative": 0.08757056501683633, "mask_rcnn/false_positive": 0.1276923501945017, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5628104104998783, "total_loss": 1.411577656501322} {"data_time": 0.014161506500386167, "eta_seconds": 137558.47156086384, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.39008017900428865, "fast_rcnn/fg_cls_accuracy": 0.5648890546336006, "iteration": 26479, "loss_box_reg": 0.2558507798239589, "loss_cls": 0.26490443432703614, "loss_mask": 0.28893805108964443, "loss_rpn_cls": 0.054342159419320524, "loss_rpn_loc": 0.08788224786985666, "loss_sem_seg": 0.3764299941249192, "lr": 0.02, "mask_rcnn/accuracy": 0.8790616503060191, "mask_rcnn/false_negative": 0.09307803109350464, "mask_rcnn/false_positive": 0.16041257983839047, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5766878180002095, "total_loss": 1.357179736281978} {"data_time": 0.01326029150004615, "eta_seconds": 137536.37117608846, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.4128526645768025, "fast_rcnn/fg_cls_accuracy": 0.5360109717868338, "iteration": 26499, "loss_box_reg": 0.26152125047519803, "loss_cls": 0.26556856697425246, "loss_mask": 0.2976621501147747, "loss_rpn_cls": 0.058930440340191126, "loss_rpn_loc": 0.07686213735723868, "loss_sem_seg": 0.43465463630855083, "lr": 0.02, "mask_rcnn/accuracy": 0.8660388220447157, "mask_rcnn/false_negative": 0.10762704765944896, "mask_rcnn/false_positive": 0.14458710741946892, "roi_head/num_bg_samples": 459.25, "roi_head/num_fg_samples": 52.75, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 0.5627491305003787, "total_loss": 1.4154102260945365} {"data_time": 0.012895913501779432, "eta_seconds": 137535.8766353238, "fast_rcnn/cls_accuracy": 0.90234375, "fast_rcnn/false_negative": 0.44157608695652173, "fast_rcnn/fg_cls_accuracy": 0.5293396935341588, "iteration": 26519, "loss_box_reg": 0.2570019084960222, "loss_cls": 0.2586381984874606, "loss_mask": 0.2742996448650956, "loss_rpn_cls": 0.05280459008645266, "loss_rpn_loc": 0.07975104521028697, "loss_sem_seg": 0.3967198212631047, "lr": 0.02, "mask_rcnn/accuracy": 0.8736640446680317, "mask_rcnn/false_negative": 0.10824420865230713, "mask_rcnn/false_positive": 0.12806027085172306, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.5702891144992464, "total_loss": 1.2955531805055216} {"data_time": 0.013125348501489498, "eta_seconds": 137486.71587389967, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.3506414825374198, "fast_rcnn/fg_cls_accuracy": 0.6452601568068425, "iteration": 26539, "loss_box_reg": 0.26978129986673594, "loss_cls": 0.26207552338019013, "loss_mask": 0.27874589152634144, "loss_rpn_cls": 0.05883046530652791, "loss_rpn_loc": 0.09295031212968752, "loss_sem_seg": 0.4260008605197072, "lr": 0.02, "mask_rcnn/accuracy": 0.8959020484530233, "mask_rcnn/false_negative": 0.10019152209055109, "mask_rcnn/false_positive": 0.11857645063837052, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 234.25, "rpn/num_pos_anchors": 21.75, "time": 0.5655711664985574, "total_loss": 1.3963900662347442} {"data_time": 0.013049253499048064, "eta_seconds": 137555.7404979214, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.45151033386327505, "fast_rcnn/fg_cls_accuracy": 0.5417329093799682, "iteration": 26559, "loss_box_reg": 0.246662188321352, "loss_cls": 0.2552889478392899, "loss_mask": 0.2822800921276212, "loss_rpn_cls": 0.049883453495567665, "loss_rpn_loc": 0.07943673065165058, "loss_sem_seg": 0.4214021498337388, "lr": 0.02, "mask_rcnn/accuracy": 0.8752196043511744, "mask_rcnn/false_negative": 0.10937633587814957, "mask_rcnn/false_positive": 0.13259589193827087, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5700544980008999, "total_loss": 1.323285027348902} {"data_time": 0.012002516497886973, "eta_seconds": 137607.35559903222, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.39936281859070466, "fast_rcnn/fg_cls_accuracy": 0.5433006535947713, "iteration": 26579, "loss_box_reg": 0.24442221014760435, "loss_cls": 0.2588995546102524, "loss_mask": 0.2805458176881075, "loss_rpn_cls": 0.05549458933819551, "loss_rpn_loc": 0.08499178127385676, "loss_sem_seg": 0.3886686977930367, "lr": 0.02, "mask_rcnn/accuracy": 0.8723487717985225, "mask_rcnn/false_negative": 0.08777999974853559, "mask_rcnn/false_positive": 0.14735036678805585, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5668310505006957, "total_loss": 1.348501113592647} {"data_time": 0.012580892000187305, "eta_seconds": 137656.5834287721, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.45535211267605635, "fast_rcnn/fg_cls_accuracy": 0.5173267326732673, "iteration": 26599, "loss_box_reg": 0.25277109257876873, "loss_cls": 0.23933595092967153, "loss_mask": 0.27503926400095224, "loss_rpn_cls": 0.05495647981297225, "loss_rpn_loc": 0.07679621665738523, "loss_sem_seg": 0.40912516601383686, "lr": 0.02, "mask_rcnn/accuracy": 0.8813336400133824, "mask_rcnn/false_negative": 0.10553174007548292, "mask_rcnn/false_positive": 0.11981245129421111, "roi_head/num_bg_samples": 456.25, "roi_head/num_fg_samples": 55.75, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5742428244993789, "total_loss": 1.3279765088518616} {"data_time": 0.012491159499404603, "eta_seconds": 137707.81066491373, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.3673663168415792, "fast_rcnn/fg_cls_accuracy": 0.6026315789473684, "iteration": 26619, "loss_box_reg": 0.23001117212697864, "loss_cls": 0.24078374076634645, "loss_mask": 0.2837943211197853, "loss_rpn_cls": 0.05780288757523522, "loss_rpn_loc": 0.08576241123955697, "loss_sem_seg": 0.39877157099545, "lr": 0.02, "mask_rcnn/accuracy": 0.8724927470988395, "mask_rcnn/false_negative": 0.10589038955710817, "mask_rcnn/false_positive": 0.1257564875596017, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5676201400001446, "total_loss": 1.317220316210296} {"data_time": 0.013702297999770963, "eta_seconds": 137679.10969520977, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.43972391322987225, "fast_rcnn/fg_cls_accuracy": 0.49242424242424243, "iteration": 26639, "loss_box_reg": 0.2570353071205318, "loss_cls": 0.26692647486925125, "loss_mask": 0.29474757332354784, "loss_rpn_cls": 0.060714379244018346, "loss_rpn_loc": 0.09358530672034249, "loss_sem_seg": 0.406901020091027, "lr": 0.02, "mask_rcnn/accuracy": 0.868002154914918, "mask_rcnn/false_negative": 0.11257189022583018, "mask_rcnn/false_positive": 0.1566668692839641, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5704524405009579, "total_loss": 1.3657926184823737} {"data_time": 0.0138838945003954, "eta_seconds": 137689.98710223867, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.4962311557788945, "fast_rcnn/fg_cls_accuracy": 0.42301678736010534, "iteration": 26659, "loss_box_reg": 0.2768683973699808, "loss_cls": 0.26953238109126687, "loss_mask": 0.287941737100482, "loss_rpn_cls": 0.06534028466558084, "loss_rpn_loc": 0.1033527281251736, "loss_sem_seg": 0.37608982995152473, "lr": 0.02, "mask_rcnn/accuracy": 0.8614230599647266, "mask_rcnn/false_negative": 0.12127456083468682, "mask_rcnn/false_positive": 0.17361344179751534, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.558159465499557, "total_loss": 1.4015149201732129} {"data_time": 0.013981963998958236, "eta_seconds": 137673.8619645637, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.47000718390804597, "fast_rcnn/fg_cls_accuracy": 0.4478337754199823, "iteration": 26679, "loss_box_reg": 0.2514548245817423, "loss_cls": 0.25489205913618207, "loss_mask": 0.2894348483532667, "loss_rpn_cls": 0.05166247264423873, "loss_rpn_loc": 0.07246434531407431, "loss_sem_seg": 0.41948580648750067, "lr": 0.02, "mask_rcnn/accuracy": 0.8695310315907185, "mask_rcnn/false_negative": 0.09862333269574433, "mask_rcnn/false_positive": 0.13540304153848234, "roi_head/num_bg_samples": 456.5, "roi_head/num_fg_samples": 55.5, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.558763541501321, "total_loss": 1.3466854650905589} {"data_time": 0.01254300350046833, "eta_seconds": 137580.9425752614, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.4665625, "fast_rcnn/fg_cls_accuracy": 0.4912169286809816, "iteration": 26699, "loss_box_reg": 0.27272901963442564, "loss_cls": 0.2670377856120467, "loss_mask": 0.2829006053507328, "loss_rpn_cls": 0.05864839581772685, "loss_rpn_loc": 0.08661903266329318, "loss_sem_seg": 0.41838314943015575, "lr": 0.02, "mask_rcnn/accuracy": 0.8674199799897637, "mask_rcnn/false_negative": 0.10470329873385426, "mask_rcnn/false_positive": 0.14436494297025093, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 235.0, "rpn/num_pos_anchors": 21.0, "time": 0.5623574585006281, "total_loss": 1.4167500345502049} {"data_time": 0.012643707501410972, "eta_seconds": 137495.38672982348, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.430409055827116, "fast_rcnn/fg_cls_accuracy": 0.562687125748503, "iteration": 26719, "loss_box_reg": 0.2528713340871036, "loss_cls": 0.25738169625401497, "loss_mask": 0.2858278779312968, "loss_rpn_cls": 0.051266056281747296, "loss_rpn_loc": 0.0794968085247092, "loss_sem_seg": 0.4056725865229964, "lr": 0.02, "mask_rcnn/accuracy": 0.8645124524307823, "mask_rcnn/false_negative": 0.10684280923585364, "mask_rcnn/false_positive": 0.16679364168130445, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 199.25, "rpn/num_pos_anchors": 56.75, "time": 0.5515103509987966, "total_loss": 1.3662770355877} {"data_time": 0.012287852499866858, "eta_seconds": 137484.0833081235, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.5428051001821494, "fast_rcnn/fg_cls_accuracy": 0.4499494438827098, "iteration": 26739, "loss_box_reg": 0.2592822448350489, "loss_cls": 0.2640397581271827, "loss_mask": 0.2937253266572952, "loss_rpn_cls": 0.055768811726011336, "loss_rpn_loc": 0.07203766563907266, "loss_sem_seg": 0.4255990907549858, "lr": 0.02, "mask_rcnn/accuracy": 0.8605704222104984, "mask_rcnn/false_negative": 0.12373775359469891, "mask_rcnn/false_positive": 0.1490203236773469, "roi_head/num_bg_samples": 459.75, "roi_head/num_fg_samples": 52.25, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5747615255004348, "total_loss": 1.37236619014584} {"data_time": 0.013398436498391675, "eta_seconds": 137534.82057135092, "fast_rcnn/cls_accuracy": 0.9130859375, "fast_rcnn/false_negative": 0.38546218487394956, "fast_rcnn/fg_cls_accuracy": 0.5818689501116903, "iteration": 26759, "loss_box_reg": 0.28245202358812094, "loss_cls": 0.2817919887602329, "loss_mask": 0.29262260906398296, "loss_rpn_cls": 0.05796455417294055, "loss_rpn_loc": 0.08616280602291226, "loss_sem_seg": 0.4253325778990984, "lr": 0.02, "mask_rcnn/accuracy": 0.8895100033169812, "mask_rcnn/false_negative": 0.09197581608228966, "mask_rcnn/false_positive": 0.12632214928536584, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5786616839995986, "total_loss": 1.3760236379748676} {"data_time": 0.012919172000692924, "eta_seconds": 137535.7044734615, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.3753694581280788, "fast_rcnn/fg_cls_accuracy": 0.6021303258145363, "iteration": 26779, "loss_box_reg": 0.25781173212453723, "loss_cls": 0.25102626252919436, "loss_mask": 0.29292188957333565, "loss_rpn_cls": 0.06662430439610034, "loss_rpn_loc": 0.0902091593015939, "loss_sem_seg": 0.39980707969516516, "lr": 0.02, "mask_rcnn/accuracy": 0.8844133874353455, "mask_rcnn/false_negative": 0.10113743287651228, "mask_rcnn/false_positive": 0.155219634244052, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.5625370134985133, "total_loss": 1.3930616620345972} {"data_time": 0.012817213500966318, "eta_seconds": 137543.4724855724, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.38491970115889174, "fast_rcnn/fg_cls_accuracy": 0.6006441223832528, "iteration": 26799, "loss_box_reg": 0.2509271581657231, "loss_cls": 0.26278964430093765, "loss_mask": 0.28594930935651064, "loss_rpn_cls": 0.05518865864723921, "loss_rpn_loc": 0.08447069767862558, "loss_sem_seg": 0.3558459645137191, "lr": 0.02, "mask_rcnn/accuracy": 0.8866414843461484, "mask_rcnn/false_negative": 0.08996947520357428, "mask_rcnn/false_positive": 0.1122237412409757, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5529611080019095, "total_loss": 1.2933100276568439} {"data_time": 0.0121983459994226, "eta_seconds": 137532.16139125242, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.39473684210526316, "fast_rcnn/fg_cls_accuracy": 0.5921320658631812, "iteration": 26819, "loss_box_reg": 0.2435713829472661, "loss_cls": 0.2537466185167432, "loss_mask": 0.2868280503898859, "loss_rpn_cls": 0.058373465173644945, "loss_rpn_loc": 0.08364005479961634, "loss_sem_seg": 0.4059042762964964, "lr": 0.02, "mask_rcnn/accuracy": 0.883922014338171, "mask_rcnn/false_negative": 0.10311483383595038, "mask_rcnn/false_positive": 0.12006736541240498, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5604626310014282, "total_loss": 1.3890971864457242} {"data_time": 0.01334530400163203, "eta_seconds": 137520.85029693245, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.41409090909090907, "fast_rcnn/fg_cls_accuracy": 0.5314542483660131, "iteration": 26839, "loss_box_reg": 0.26780630368739367, "loss_cls": 0.27727452479302883, "loss_mask": 0.29091430734843016, "loss_rpn_cls": 0.049183838767930865, "loss_rpn_loc": 0.09259748097974807, "loss_sem_seg": 0.4214528691954911, "lr": 0.02, "mask_rcnn/accuracy": 0.869356764190051, "mask_rcnn/false_negative": 0.11134437656047022, "mask_rcnn/false_positive": 0.14766041509960226, "roi_head/num_bg_samples": 461.25, "roi_head/num_fg_samples": 50.75, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5665829034987837, "total_loss": 1.3894193869055016} {"data_time": 0.01506704750136123, "eta_seconds": 137481.4763549077, "fast_rcnn/cls_accuracy": 0.90966796875, "fast_rcnn/false_negative": 0.4163187283062528, "fast_rcnn/fg_cls_accuracy": 0.501088634108698, "iteration": 26859, "loss_box_reg": 0.24139177636243403, "loss_cls": 0.23472635867074132, "loss_mask": 0.28382960241287947, "loss_rpn_cls": 0.055349668517010286, "loss_rpn_loc": 0.08317310502752662, "loss_sem_seg": 0.34548425022512674, "lr": 0.02, "mask_rcnn/accuracy": 0.8696294399815296, "mask_rcnn/false_negative": 0.11231153611332104, "mask_rcnn/false_positive": 0.13704214134240875, "roi_head/num_bg_samples": 431.5, "roi_head/num_fg_samples": 80.5, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5650759799991647, "total_loss": 1.2804882385826204} {"data_time": 0.013639648999742349, "eta_seconds": 137430.79254291992, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.42260304659498205, "fast_rcnn/fg_cls_accuracy": 0.5560117302052785, "iteration": 26879, "loss_box_reg": 0.2441196411382407, "loss_cls": 0.24634141463320702, "loss_mask": 0.2805681023746729, "loss_rpn_cls": 0.060272301081568, "loss_rpn_loc": 0.08325169183081016, "loss_sem_seg": 0.428022145293653, "lr": 0.02, "mask_rcnn/accuracy": 0.8735654669476487, "mask_rcnn/false_negative": 0.11848784528779555, "mask_rcnn/false_positive": 0.11948177108173638, "roi_head/num_bg_samples": 456.25, "roi_head/num_fg_samples": 55.75, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5559141720004845, "total_loss": 1.3655408178456128} {"data_time": 0.013162987001123838, "eta_seconds": 137393.65593452353, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.49397240377632534, "fast_rcnn/fg_cls_accuracy": 0.4318744473916888, "iteration": 26899, "loss_box_reg": 0.26784839713945985, "loss_cls": 0.26202698051929474, "loss_mask": 0.2864569704979658, "loss_rpn_cls": 0.05036375450436026, "loss_rpn_loc": 0.07439472526311874, "loss_sem_seg": 0.4448887603357434, "lr": 0.02, "mask_rcnn/accuracy": 0.8838068417021981, "mask_rcnn/false_negative": 0.09449847526589383, "mask_rcnn/false_positive": 0.13863736812936633, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5553271044991561, "total_loss": 1.3434417455573566} {"data_time": 0.013276684998345445, "eta_seconds": 137382.35251282353, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.46145320197044337, "fast_rcnn/fg_cls_accuracy": 0.4836302725749962, "iteration": 26919, "loss_box_reg": 0.2508711095433682, "loss_cls": 0.2543152472935617, "loss_mask": 0.2690944131463766, "loss_rpn_cls": 0.05140082482830621, "loss_rpn_loc": 0.0804546927975025, "loss_sem_seg": 0.42005696380510926, "lr": 0.02, "mask_rcnn/accuracy": 0.8867196205333292, "mask_rcnn/false_negative": 0.08723900904266862, "mask_rcnn/false_positive": 0.14468572943535013, "roi_head/num_bg_samples": 457.5, "roi_head/num_fg_samples": 54.5, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5649642745011079, "total_loss": 1.336498167423997} {"data_time": 0.013162867500795983, "eta_seconds": 137418.3267649323, "fast_rcnn/cls_accuracy": 0.8974609375, "fast_rcnn/false_negative": 0.48814661134163206, "fast_rcnn/fg_cls_accuracy": 0.4731605132233569, "iteration": 26939, "loss_box_reg": 0.2726755114272237, "loss_cls": 0.2684619980864227, "loss_mask": 0.28094275388866663, "loss_rpn_cls": 0.05459405458532274, "loss_rpn_loc": 0.08252247050404549, "loss_sem_seg": 0.39043246349319816, "lr": 0.02, "mask_rcnn/accuracy": 0.8668785086850275, "mask_rcnn/false_negative": 0.0978365076809255, "mask_rcnn/false_positive": 0.1597185336930218, "roi_head/num_bg_samples": 426.25, "roi_head/num_fg_samples": 85.75, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 0.5670961030009494, "total_loss": 1.3774461204884574} {"data_time": 0.011968394499490387, "eta_seconds": 137407.01945304227, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.3693798449612403, "fast_rcnn/fg_cls_accuracy": 0.609475749929913, "iteration": 26959, "loss_box_reg": 0.26381110679358244, "loss_cls": 0.25619668047875166, "loss_mask": 0.2857999810948968, "loss_rpn_cls": 0.06520623445976526, "loss_rpn_loc": 0.09091115795308724, "loss_sem_seg": 0.3757419642060995, "lr": 0.02, "mask_rcnn/accuracy": 0.8837215346303356, "mask_rcnn/false_negative": 0.10158784649308121, "mask_rcnn/false_positive": 0.127660814924992, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5620151174989587, "total_loss": 1.4130188275594264} {"data_time": 0.013450435999402544, "eta_seconds": 137348.44224772355, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.4425287356321839, "fast_rcnn/fg_cls_accuracy": 0.5108695652173914, "iteration": 26979, "loss_box_reg": 0.2574010039679706, "loss_cls": 0.25032567139714956, "loss_mask": 0.2909386735409498, "loss_rpn_cls": 0.048239692114293575, "loss_rpn_loc": 0.0931965789059177, "loss_sem_seg": 0.3987020794302225, "lr": 0.02, "mask_rcnn/accuracy": 0.8940356182795699, "mask_rcnn/false_negative": 0.09747877044883801, "mask_rcnn/false_positive": 0.12084252485553837, "roi_head/num_bg_samples": 467.0, "roi_head/num_fg_samples": 45.0, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.552309933498691, "total_loss": 1.3168963308853563} {"data_time": 0.013010100499741384, "eta_seconds": 137258.5896035838, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.4269811320754717, "fast_rcnn/fg_cls_accuracy": 0.5291426635038969, "iteration": 26999, "loss_box_reg": 0.2508557834662497, "loss_cls": 0.24255784135311842, "loss_mask": 0.2790032662451267, "loss_rpn_cls": 0.05200741408043541, "loss_rpn_loc": 0.0745301135466434, "loss_sem_seg": 0.3673744020052254, "lr": 0.02, "mask_rcnn/accuracy": 0.8704473396501458, "mask_rcnn/false_negative": 0.1128573140163868, "mask_rcnn/false_positive": 0.1580649702830756, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5570109760010382, "total_loss": 1.3149682079383638} {"data_time": 0.012722802999633132, "eta_seconds": 137260.23369348503, "fast_rcnn/cls_accuracy": 0.8896484375, "fast_rcnn/false_negative": 0.4133162612035851, "fast_rcnn/fg_cls_accuracy": 0.5686868686868687, "iteration": 27019, "loss_box_reg": 0.24873046530410647, "loss_cls": 0.25906607089564204, "loss_mask": 0.28454779367893934, "loss_rpn_cls": 0.05343474540859461, "loss_rpn_loc": 0.08701860610744916, "loss_sem_seg": 0.41279528569430113, "lr": 0.02, "mask_rcnn/accuracy": 0.8578690632870629, "mask_rcnn/false_negative": 0.10293572877050598, "mask_rcnn/false_positive": 0.16992593163702036, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5691407174981578, "total_loss": 1.3479797531035729} {"data_time": 0.012589391501023783, "eta_seconds": 137235.99569004375, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.4018169112508735, "fast_rcnn/fg_cls_accuracy": 0.5537340619307832, "iteration": 27039, "loss_box_reg": 0.25563715351745486, "loss_cls": 0.24801053176634014, "loss_mask": 0.279038542881608, "loss_rpn_cls": 0.05566187109798193, "loss_rpn_loc": 0.06552876404020935, "loss_sem_seg": 0.46307235630229115, "lr": 0.02, "mask_rcnn/accuracy": 0.8870744061744299, "mask_rcnn/false_negative": 0.10829694408781015, "mask_rcnn/false_positive": 0.1411305486579039, "roi_head/num_bg_samples": 429.25, "roi_head/num_fg_samples": 82.75, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5513469590005116, "total_loss": 1.3420647560269572} {"data_time": 0.013454090998493484, "eta_seconds": 137193.06271280025, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.46549740285357355, "fast_rcnn/fg_cls_accuracy": 0.4872702205882353, "iteration": 27059, "loss_box_reg": 0.2786500845104456, "loss_cls": 0.27929349802434444, "loss_mask": 0.2894707713276148, "loss_rpn_cls": 0.052398556712432764, "loss_rpn_loc": 0.08182105381274596, "loss_sem_seg": 0.3617728501558304, "lr": 0.02, "mask_rcnn/accuracy": 0.8616472181020364, "mask_rcnn/false_negative": 0.1039492439920999, "mask_rcnn/false_positive": 0.17593017094218943, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5602832100012165, "total_loss": 1.3488347251550294} {"data_time": 0.012365135498839663, "eta_seconds": 137106.5254031306, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.50084388185654, "fast_rcnn/fg_cls_accuracy": 0.4959915611814346, "iteration": 27079, "loss_box_reg": 0.24033903889358044, "loss_cls": 0.24707249575294554, "loss_mask": 0.28148798597976565, "loss_rpn_cls": 0.047973306151106954, "loss_rpn_loc": 0.07539251761045307, "loss_sem_seg": 0.3716835519298911, "lr": 0.02, "mask_rcnn/accuracy": 0.8772348966515755, "mask_rcnn/false_negative": 0.1162891908695266, "mask_rcnn/false_positive": 0.1453578564673501, "roi_head/num_bg_samples": 459.5, "roi_head/num_fg_samples": 52.5, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5486451915003272, "total_loss": 1.272381627233699} {"data_time": 0.011944182500883471, "eta_seconds": 137159.12239436185, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.3743386243386243, "fast_rcnn/fg_cls_accuracy": 0.5390269886363637, "iteration": 27099, "loss_box_reg": 0.25228205090388656, "loss_cls": 0.255830897949636, "loss_mask": 0.28721830900758505, "loss_rpn_cls": 0.05561140782083385, "loss_rpn_loc": 0.08017767721321434, "loss_sem_seg": 0.37399317522067577, "lr": 0.02, "mask_rcnn/accuracy": 0.8832287602541016, "mask_rcnn/false_negative": 0.09822256224514667, "mask_rcnn/false_positive": 0.12120326431809668, "roi_head/num_bg_samples": 461.25, "roi_head/num_fg_samples": 50.75, "rpn/num_neg_anchors": 238.75, "rpn/num_pos_anchors": 17.25, "time": 0.5696586554986425, "total_loss": 1.3720344576940988} {"data_time": 0.013276767000206746, "eta_seconds": 137159.1796557503, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.42232288201571233, "fast_rcnn/fg_cls_accuracy": 0.4984473225782019, "iteration": 27119, "loss_box_reg": 0.2829593922942877, "loss_cls": 0.30407004593871534, "loss_mask": 0.28343381453305483, "loss_rpn_cls": 0.049577705838601105, "loss_rpn_loc": 0.07730660156812519, "loss_sem_seg": 0.40112685039639473, "lr": 0.02, "mask_rcnn/accuracy": 0.8692106827352137, "mask_rcnn/false_negative": 0.10845686357390767, "mask_rcnn/false_positive": 0.15774578934327976, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5714534665003157, "total_loss": 1.3944473452284} {"data_time": 0.013530208500014851, "eta_seconds": 137136.53555900187, "fast_rcnn/cls_accuracy": 0.90673828125, "fast_rcnn/false_negative": 0.46006415142276424, "fast_rcnn/fg_cls_accuracy": 0.5114805640243902, "iteration": 27139, "loss_box_reg": 0.2538335076533258, "loss_cls": 0.24428039882332087, "loss_mask": 0.2872971734032035, "loss_rpn_cls": 0.05432137567549944, "loss_rpn_loc": 0.07886713044717908, "loss_sem_seg": 0.3760528713464737, "lr": 0.02, "mask_rcnn/accuracy": 0.8686713500529453, "mask_rcnn/false_negative": 0.11361509337377008, "mask_rcnn/false_positive": 0.1522704039617468, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5743634080008633, "total_loss": 1.320634925039485} {"data_time": 0.01233399899865617, "eta_seconds": 137168.21394942363, "fast_rcnn/cls_accuracy": 0.90283203125, "fast_rcnn/false_negative": 0.4765145554681353, "fast_rcnn/fg_cls_accuracy": 0.47550979608156735, "iteration": 27159, "loss_box_reg": 0.2500055329874158, "loss_cls": 0.2682288223877549, "loss_mask": 0.28960035368800163, "loss_rpn_cls": 0.05408726731548086, "loss_rpn_loc": 0.0752042619860731, "loss_sem_seg": 0.4299468891695142, "lr": 0.02, "mask_rcnn/accuracy": 0.8799773941834799, "mask_rcnn/false_negative": 0.12337059221369691, "mask_rcnn/false_positive": 0.13956620211899723, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.5762465160005377, "total_loss": 1.3912503033643588} {"data_time": 0.01384083099765121, "eta_seconds": 137185.47747728447, "fast_rcnn/cls_accuracy": 0.91162109375, "fast_rcnn/false_negative": 0.42695655130210103, "fast_rcnn/fg_cls_accuracy": 0.4967532467532467, "iteration": 27179, "loss_box_reg": 0.2567137088626623, "loss_cls": 0.26554432744160295, "loss_mask": 0.2777816643938422, "loss_rpn_cls": 0.05334593798033893, "loss_rpn_loc": 0.06961003103060648, "loss_sem_seg": 0.38935069367289543, "lr": 0.02, "mask_rcnn/accuracy": 0.8652017625231911, "mask_rcnn/false_negative": 0.10844973314904513, "mask_rcnn/false_positive": 0.17128945394466683, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.57106874350211, "total_loss": 1.3033056171407225} {"data_time": 0.011953871500736568, "eta_seconds": 137305.07922837147, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.3862021857923497, "fast_rcnn/fg_cls_accuracy": 0.5631695845309642, "iteration": 27199, "loss_box_reg": 0.2510708658955991, "loss_cls": 0.2443999471142888, "loss_mask": 0.2854716330766678, "loss_rpn_cls": 0.053208744793664664, "loss_rpn_loc": 0.0871135088527808, "loss_sem_seg": 0.38112228736281395, "lr": 0.02, "mask_rcnn/accuracy": 0.8781166495786132, "mask_rcnn/false_negative": 0.10078101082029098, "mask_rcnn/false_positive": 0.14527294872308796, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5709825679987262, "total_loss": 1.3283736939338269} {"data_time": 0.013026312501096982, "eta_seconds": 137272.174859083, "fast_rcnn/cls_accuracy": 0.91162109375, "fast_rcnn/false_negative": 0.4907407407407407, "fast_rcnn/fg_cls_accuracy": 0.48888888888888893, "iteration": 27219, "loss_box_reg": 0.2749798633158207, "loss_cls": 0.27350937854498625, "loss_mask": 0.29456502106040716, "loss_rpn_cls": 0.05441734893247485, "loss_rpn_loc": 0.08971074968576431, "loss_sem_seg": 0.3838481307029724, "lr": 0.02, "mask_rcnn/accuracy": 0.8705062582226286, "mask_rcnn/false_negative": 0.10955636354766146, "mask_rcnn/false_positive": 0.1718157764503856, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.5666444879989285, "total_loss": 1.3305875806545373} {"data_time": 0.01470394649913942, "eta_seconds": 137260.86654625298, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.44723734209715515, "fast_rcnn/fg_cls_accuracy": 0.5212544686382841, "iteration": 27239, "loss_box_reg": 0.25939837377518415, "loss_cls": 0.25476880511268973, "loss_mask": 0.2896160027012229, "loss_rpn_cls": 0.05554548365762457, "loss_rpn_loc": 0.07730366586474702, "loss_sem_seg": 0.4147186381742358, "lr": 0.02, "mask_rcnn/accuracy": 0.882064711773211, "mask_rcnn/false_negative": 0.09763727733534286, "mask_rcnn/false_positive": 0.1386309515931302, "roi_head/num_bg_samples": 457.75, "roi_head/num_fg_samples": 54.25, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5584732134993828, "total_loss": 1.37928216351429} {"data_time": 0.01306093899984262, "eta_seconds": 137249.55823342298, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.35392798690671035, "fast_rcnn/fg_cls_accuracy": 0.6165641622340425, "iteration": 27259, "loss_box_reg": 0.21439845813438296, "loss_cls": 0.24496720591560006, "loss_mask": 0.28843800723552704, "loss_rpn_cls": 0.0604732584906742, "loss_rpn_loc": 0.08407764647563454, "loss_sem_seg": 0.411689973436296, "lr": 0.02, "mask_rcnn/accuracy": 0.8695968739125153, "mask_rcnn/false_negative": 0.11030813689716121, "mask_rcnn/false_positive": 0.13633828068577375, "roi_head/num_bg_samples": 461.5, "roi_head/num_fg_samples": 50.5, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5668225974986854, "total_loss": 1.2886172904400155} {"data_time": 0.013271108000481036, "eta_seconds": 137182.31401682072, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.34883584883584884, "fast_rcnn/fg_cls_accuracy": 0.6329423763386027, "iteration": 27279, "loss_box_reg": 0.2565793255344033, "loss_cls": 0.24090469651855528, "loss_mask": 0.29375287937000394, "loss_rpn_cls": 0.05816703714663163, "loss_rpn_loc": 0.08550248583196662, "loss_sem_seg": 0.3824260621331632, "lr": 0.02, "mask_rcnn/accuracy": 0.8704909848554807, "mask_rcnn/false_negative": 0.09714802995431551, "mask_rcnn/false_positive": 0.1477439911461562, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5651067814997077, "total_loss": 1.357563703728374} {"data_time": 0.014051877000383683, "eta_seconds": 137125.21311957244, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.452280912364946, "fast_rcnn/fg_cls_accuracy": 0.5194633408919123, "iteration": 27299, "loss_box_reg": 0.2673180839046836, "loss_cls": 0.2602302450686693, "loss_mask": 0.2825166955590248, "loss_rpn_cls": 0.06795623718062416, "loss_rpn_loc": 0.09632813022471964, "loss_sem_seg": 0.43663941184058785, "lr": 0.02, "mask_rcnn/accuracy": 0.8647798681328202, "mask_rcnn/false_negative": 0.10746897841346978, "mask_rcnn/false_positive": 0.16177449404957586, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.5518146909998904, "total_loss": 1.3688689288683236} {"data_time": 0.013236435997896479, "eta_seconds": 137142.28381233232, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3651041666666667, "fast_rcnn/fg_cls_accuracy": 0.546875, "iteration": 27319, "loss_box_reg": 0.2466623221989721, "loss_cls": 0.27625057846307755, "loss_mask": 0.2891837200149894, "loss_rpn_cls": 0.06185929517960176, "loss_rpn_loc": 0.0904744811123237, "loss_sem_seg": 0.4077979710418731, "lr": 0.02, "mask_rcnn/accuracy": 0.8753740663856082, "mask_rcnn/false_negative": 0.1131565712306512, "mask_rcnn/false_positive": 0.13420685534664922, "roi_head/num_bg_samples": 460.0, "roi_head/num_fg_samples": 52.0, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.5739579384990066, "total_loss": 1.379401209182106} {"data_time": 0.012775929999406799, "eta_seconds": 137164.41210094138, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.4327233024851825, "fast_rcnn/fg_cls_accuracy": 0.5268242548818088, "iteration": 27339, "loss_box_reg": 0.23747806949540973, "loss_cls": 0.24879812356084585, "loss_mask": 0.28524302411824465, "loss_rpn_cls": 0.057586473296396434, "loss_rpn_loc": 0.09028841015242506, "loss_sem_seg": 0.39521450037136674, "lr": 0.02, "mask_rcnn/accuracy": 0.8800945675348866, "mask_rcnn/false_negative": 0.12730345322800896, "mask_rcnn/false_positive": 0.1313152117323474, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.57281907000106, "total_loss": 1.3392474421998486} {"data_time": 0.01235193900174636, "eta_seconds": 137119.67927653226, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.48670212765957444, "fast_rcnn/fg_cls_accuracy": 0.46073139572021715, "iteration": 27359, "loss_box_reg": 0.2470879778265953, "loss_cls": 0.27179150795564055, "loss_mask": 0.29030325589701533, "loss_rpn_cls": 0.058483690896537155, "loss_rpn_loc": 0.08104027062654495, "loss_sem_seg": 0.4337458675727248, "lr": 0.02, "mask_rcnn/accuracy": 0.8645975295532158, "mask_rcnn/false_negative": 0.12246887876838541, "mask_rcnn/false_positive": 0.15474420723400192, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5727900725014479, "total_loss": 1.4275440045748837} {"data_time": 0.011433642999691074, "eta_seconds": 137125.7954980206, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.4057239057239057, "fast_rcnn/fg_cls_accuracy": 0.5551791629027402, "iteration": 27379, "loss_box_reg": 0.23724002577364445, "loss_cls": 0.242659161798656, "loss_mask": 0.27573335357010365, "loss_rpn_cls": 0.05857491050846875, "loss_rpn_loc": 0.07284423982491717, "loss_sem_seg": 0.4045384982600808, "lr": 0.02, "mask_rcnn/accuracy": 0.8809667056156898, "mask_rcnn/false_negative": 0.10141712013193127, "mask_rcnn/false_positive": 0.1466825703963779, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5714436279995425, "total_loss": 1.3694531089859083} {"data_time": 0.012449550500605255, "eta_seconds": 137130.49703125132, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.387363184079602, "fast_rcnn/fg_cls_accuracy": 0.5477011494252874, "iteration": 27399, "loss_box_reg": 0.26608937489800155, "loss_cls": 0.2503323298878968, "loss_mask": 0.2913252664729953, "loss_rpn_cls": 0.06258751341374591, "loss_rpn_loc": 0.09961141957319342, "loss_sem_seg": 0.40117983939126134, "lr": 0.02, "mask_rcnn/accuracy": 0.8715137367350441, "mask_rcnn/false_negative": 0.11088087282919344, "mask_rcnn/false_positive": 0.13174661683250893, "roi_head/num_bg_samples": 464.75, "roi_head/num_fg_samples": 47.25, "rpn/num_neg_anchors": 234.75, "rpn/num_pos_anchors": 21.25, "time": 0.5692365795002843, "total_loss": 1.3529305031406693} {"data_time": 0.012468533999708598, "eta_seconds": 137159.09173078294, "fast_rcnn/cls_accuracy": 0.90625, "fast_rcnn/false_negative": 0.5553085299455536, "fast_rcnn/fg_cls_accuracy": 0.36130504833512356, "iteration": 27419, "loss_box_reg": 0.2420144472271204, "loss_cls": 0.2695883270353079, "loss_mask": 0.2901878943666816, "loss_rpn_cls": 0.05778702499810606, "loss_rpn_loc": 0.07911292952485383, "loss_sem_seg": 0.47123307222500443, "lr": 0.02, "mask_rcnn/accuracy": 0.8496862408375007, "mask_rcnn/false_negative": 0.12903857543514563, "mask_rcnn/false_positive": 0.1507377202609289, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5623068305012566, "total_loss": 1.4153659266303293} {"data_time": 0.012449496498447843, "eta_seconds": 137129.29372079353, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.38411158277744084, "fast_rcnn/fg_cls_accuracy": 0.5330797933409874, "iteration": 27439, "loss_box_reg": 0.24122660816647112, "loss_cls": 0.24879368301481009, "loss_mask": 0.2840380007401109, "loss_rpn_cls": 0.05868775874841958, "loss_rpn_loc": 0.08950333346729167, "loss_sem_seg": 0.38117025629617274, "lr": 0.02, "mask_rcnn/accuracy": 0.8934548819527811, "mask_rcnn/false_negative": 0.09397126055403128, "mask_rcnn/false_positive": 0.13101903692893288, "roi_head/num_bg_samples": 457.5, "roi_head/num_fg_samples": 54.5, "rpn/num_neg_anchors": 237.0, "rpn/num_pos_anchors": 19.0, "time": 0.5564371025011496, "total_loss": 1.3142073877970688} {"data_time": 0.012762595499225426, "eta_seconds": 137117.98693250353, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.41850490196078427, "fast_rcnn/fg_cls_accuracy": 0.4973544973544973, "iteration": 27459, "loss_box_reg": 0.24496130319312215, "loss_cls": 0.25591019727289677, "loss_mask": 0.28456595027819276, "loss_rpn_cls": 0.05549588019493967, "loss_rpn_loc": 0.07763087615603581, "loss_sem_seg": 0.3970628511160612, "lr": 0.02, "mask_rcnn/accuracy": 0.8882126584217176, "mask_rcnn/false_negative": 0.10626687188910594, "mask_rcnn/false_positive": 0.10710653496408931, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5591509724981734, "total_loss": 1.2901937476126477} {"data_time": 0.012185870498797158, "eta_seconds": 137023.51375137237, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.48743651430098905, "fast_rcnn/fg_cls_accuracy": 0.4729680614238335, "iteration": 27479, "loss_box_reg": 0.2707016612403095, "loss_cls": 0.2614980316720903, "loss_mask": 0.2742935558781028, "loss_rpn_cls": 0.05568335799034685, "loss_rpn_loc": 0.07915663794847205, "loss_sem_seg": 0.4028872512280941, "lr": 0.02, "mask_rcnn/accuracy": 0.8828974839479193, "mask_rcnn/false_negative": 0.10539141349732717, "mask_rcnn/false_positive": 0.12705461871868967, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.556310507001399, "total_loss": 1.3463366585201584} {"data_time": 0.014141788000415545, "eta_seconds": 137012.21382157237, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.4441981747066493, "fast_rcnn/fg_cls_accuracy": 0.518361581920904, "iteration": 27499, "loss_box_reg": 0.24467232078313828, "loss_cls": 0.22953137359581888, "loss_mask": 0.27953536063432693, "loss_rpn_cls": 0.06302706466522068, "loss_rpn_loc": 0.08557172969449311, "loss_sem_seg": 0.35133280232548714, "lr": 0.02, "mask_rcnn/accuracy": 0.8876620973690681, "mask_rcnn/false_negative": 0.11145748826997653, "mask_rcnn/false_positive": 0.12565013037995185, "roi_head/num_bg_samples": 457.75, "roi_head/num_fg_samples": 54.25, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5579982755007222, "total_loss": 1.2652985731256194} {"data_time": 0.012730024498523562, "eta_seconds": 137000.91389177236, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.43837616822429903, "fast_rcnn/fg_cls_accuracy": 0.5212765957446808, "iteration": 27519, "loss_box_reg": 0.24753580335527658, "loss_cls": 0.25407260726206005, "loss_mask": 0.2871802467852831, "loss_rpn_cls": 0.05193237544153817, "loss_rpn_loc": 0.06492546564550139, "loss_sem_seg": 0.4159362902864814, "lr": 0.02, "mask_rcnn/accuracy": 0.8623793406089071, "mask_rcnn/false_negative": 0.10563320695540351, "mask_rcnn/false_positive": 0.14620600786968962, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5829943535009079, "total_loss": 1.3438209031883162} {"data_time": 0.013153812000382459, "eta_seconds": 137035.36586794042, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.4286096256684492, "fast_rcnn/fg_cls_accuracy": 0.4425045153521975, "iteration": 27539, "loss_box_reg": 0.2510026793461293, "loss_cls": 0.25322642689570785, "loss_mask": 0.27882213704288006, "loss_rpn_cls": 0.050752994742651936, "loss_rpn_loc": 0.07393945497460663, "loss_sem_seg": 0.38923501688987017, "lr": 0.02, "mask_rcnn/accuracy": 0.8784190009904211, "mask_rcnn/false_negative": 0.08465660459025023, "mask_rcnn/false_positive": 0.1555327836285101, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 234.5, "rpn/num_pos_anchors": 21.5, "time": 0.5686657509995712, "total_loss": 1.3128249091314501} {"data_time": 0.011606563501118217, "eta_seconds": 136978.31403217235, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.42567161186848435, "fast_rcnn/fg_cls_accuracy": 0.4921875, "iteration": 27559, "loss_box_reg": 0.26209300803020597, "loss_cls": 0.2790006948634982, "loss_mask": 0.2968488922342658, "loss_rpn_cls": 0.07008529489394277, "loss_rpn_loc": 0.08391206327360123, "loss_sem_seg": 0.3880413956940174, "lr": 0.02, "mask_rcnn/accuracy": 0.869769448331172, "mask_rcnn/false_negative": 0.10785138422997788, "mask_rcnn/false_positive": 0.15238142668314042, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5671037225001783, "total_loss": 1.3965581501543056} {"data_time": 0.013721798999540624, "eta_seconds": 136855.76201457196, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.5058139534883721, "fast_rcnn/fg_cls_accuracy": 0.44999233011198037, "iteration": 27579, "loss_box_reg": 0.2545276405289769, "loss_cls": 0.2626332964282483, "loss_mask": 0.281189676374197, "loss_rpn_cls": 0.0689822769491002, "loss_rpn_loc": 0.08064921502955258, "loss_sem_seg": 0.39419168420135975, "lr": 0.02, "mask_rcnn/accuracy": 0.8743643072682492, "mask_rcnn/false_negative": 0.10220340274617914, "mask_rcnn/false_positive": 0.17352807107574103, "roi_head/num_bg_samples": 459.25, "roi_head/num_fg_samples": 52.75, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.5599015560001135, "total_loss": 1.3745847506797872} {"data_time": 0.012869876500190003, "eta_seconds": 136748.96296609676, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.4323573741207994, "fast_rcnn/fg_cls_accuracy": 0.48949734669811323, "iteration": 27599, "loss_box_reg": 0.2490381607785821, "loss_cls": 0.25992605090141296, "loss_mask": 0.29536579828709364, "loss_rpn_cls": 0.0613438825821504, "loss_rpn_loc": 0.08211603306699544, "loss_sem_seg": 0.42218007054179907, "lr": 0.02, "mask_rcnn/accuracy": 0.8592280343259753, "mask_rcnn/false_negative": 0.1134705221024934, "mask_rcnn/false_positive": 0.16822016247488392, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5599987269997655, "total_loss": 1.416732030629646} {"data_time": 0.012684588500633254, "eta_seconds": 136712.45223220563, "fast_rcnn/cls_accuracy": 0.9072265625, "fast_rcnn/false_negative": 0.46621227685388267, "fast_rcnn/fg_cls_accuracy": 0.48784916740717843, "iteration": 27619, "loss_box_reg": 0.29328817082569003, "loss_cls": 0.27719839476048946, "loss_mask": 0.29697416443377733, "loss_rpn_cls": 0.0624418985680677, "loss_rpn_loc": 0.09822734695626423, "loss_sem_seg": 0.42059983499348164, "lr": 0.02, "mask_rcnn/accuracy": 0.8650473046336291, "mask_rcnn/false_negative": 0.10072701446804308, "mask_rcnn/false_positive": 0.13984226373354142, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.5695156130022951, "total_loss": 1.4539916044159327} {"data_time": 0.013061729499895591, "eta_seconds": 136618.57808605433, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.3333333333333333, "fast_rcnn/fg_cls_accuracy": 0.5511886503067485, "iteration": 27639, "loss_box_reg": 0.23344041826203465, "loss_cls": 0.23128423374146223, "loss_mask": 0.28209736850112677, "loss_rpn_cls": 0.05419138463912532, "loss_rpn_loc": 0.0703601615387015, "loss_sem_seg": 0.3790349755436182, "lr": 0.02, "mask_rcnn/accuracy": 0.8871950509487503, "mask_rcnn/false_negative": 0.10112763722367243, "mask_rcnn/false_positive": 0.15858231547627966, "roi_head/num_bg_samples": 459.0, "roi_head/num_fg_samples": 53.0, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5594850550005503, "total_loss": 1.3220919140439946} {"data_time": 0.012622730999282794, "eta_seconds": 136607.3041122643, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.46779955092876097, "fast_rcnn/fg_cls_accuracy": 0.5015845070422535, "iteration": 27659, "loss_box_reg": 0.2656919998116791, "loss_cls": 0.2604289650917053, "loss_mask": 0.28804633766412735, "loss_rpn_cls": 0.05859857826726511, "loss_rpn_loc": 0.09577513733529486, "loss_sem_seg": 0.4109697141684592, "lr": 0.02, "mask_rcnn/accuracy": 0.8846901542571917, "mask_rcnn/false_negative": 0.08510645084972357, "mask_rcnn/false_positive": 0.139704928596517, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.5584544845005439, "total_loss": 1.3990572707843967} {"data_time": 0.011758054501115112, "eta_seconds": 136678.6098636457, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.38661277062208826, "fast_rcnn/fg_cls_accuracy": 0.5750700280112044, "iteration": 27679, "loss_box_reg": 0.27664066199213266, "loss_cls": 0.2642043982632458, "loss_mask": 0.296486247330904, "loss_rpn_cls": 0.06216648069676012, "loss_rpn_loc": 0.07947711701854132, "loss_sem_seg": 0.3735638093203306, "lr": 0.02, "mask_rcnn/accuracy": 0.8726877854186363, "mask_rcnn/false_negative": 0.10941703196646066, "mask_rcnn/false_positive": 0.1629169567578912, "roi_head/num_bg_samples": 468.0, "roi_head/num_fg_samples": 44.0, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5726121589996183, "total_loss": 1.3662518299825024} {"data_time": 0.012035255000228062, "eta_seconds": 136756.59252062993, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.3352500912741877, "fast_rcnn/fg_cls_accuracy": 0.47332185886402756, "iteration": 27699, "loss_box_reg": 0.24698581616394222, "loss_cls": 0.2313198389019817, "loss_mask": 0.2900086026638746, "loss_rpn_cls": 0.05112795019522309, "loss_rpn_loc": 0.08285083409282379, "loss_sem_seg": 0.3846244513988495, "lr": 0.02, "mask_rcnn/accuracy": 0.8645788440696504, "mask_rcnn/false_negative": 0.10138677590382744, "mask_rcnn/false_positive": 0.14477837796421866, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 0.5824792029998207, "total_loss": 1.2777613012003712} {"data_time": 0.012040212499414338, "eta_seconds": 136894.42965112912, "fast_rcnn/cls_accuracy": 0.90625, "fast_rcnn/false_negative": 0.4258907710280374, "fast_rcnn/fg_cls_accuracy": 0.4577821559245708, "iteration": 27719, "loss_box_reg": 0.26369460043497384, "loss_cls": 0.26469894824549556, "loss_mask": 0.2892916677519679, "loss_rpn_cls": 0.05674080370226875, "loss_rpn_loc": 0.08895207443856634, "loss_sem_seg": 0.37845276948064566, "lr": 0.02, "mask_rcnn/accuracy": 0.8725266912320484, "mask_rcnn/false_negative": 0.11637685431550915, "mask_rcnn/false_positive": 0.14113686447696838, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 208.0, "rpn/num_pos_anchors": 48.0, "time": 0.5687846919990989, "total_loss": 1.3722507212951314} {"data_time": 0.012279234499146696, "eta_seconds": 136757.13904929487, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.4636813329862015, "fast_rcnn/fg_cls_accuracy": 0.47188780737704916, "iteration": 27739, "loss_box_reg": 0.25479528214782476, "loss_cls": 0.2594546340405941, "loss_mask": 0.2915533813647926, "loss_rpn_cls": 0.04781157855177298, "loss_rpn_loc": 0.07855204114457592, "loss_sem_seg": 0.36483991192653775, "lr": 0.02, "mask_rcnn/accuracy": 0.8741492417187173, "mask_rcnn/false_negative": 0.11032498605931276, "mask_rcnn/false_positive": 0.1399689875593937, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5556607979997352, "total_loss": 1.271349596150685} {"data_time": 0.011984411501543946, "eta_seconds": 136658.69999657694, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.38181818181818183, "fast_rcnn/fg_cls_accuracy": 0.5270871235091975, "iteration": 27759, "loss_box_reg": 0.23459330340847373, "loss_cls": 0.23616909980773926, "loss_mask": 0.265338197350502, "loss_rpn_cls": 0.045956767397001386, "loss_rpn_loc": 0.0705132310395129, "loss_sem_seg": 0.3767842184752226, "lr": 0.02, "mask_rcnn/accuracy": 0.8765710107066882, "mask_rcnn/false_negative": 0.10781796920661446, "mask_rcnn/false_positive": 0.14180703665893674, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5673574560005363, "total_loss": 1.2706492094730493} {"data_time": 0.013111108499288093, "eta_seconds": 136673.10756947115, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.424512987012987, "fast_rcnn/fg_cls_accuracy": 0.5454545454545454, "iteration": 27779, "loss_box_reg": 0.26076895743608475, "loss_cls": 0.2657285355962813, "loss_mask": 0.2820490840822458, "loss_rpn_cls": 0.04915454439469613, "loss_rpn_loc": 0.07438098316197284, "loss_sem_seg": 0.410373748280108, "lr": 0.02, "mask_rcnn/accuracy": 0.9044002341196219, "mask_rcnn/false_negative": 0.0931149038111846, "mask_rcnn/false_positive": 0.1268749101014527, "roi_head/num_bg_samples": 469.75, "roi_head/num_fg_samples": 42.25, "rpn/num_neg_anchors": 243.75, "rpn/num_pos_anchors": 12.25, "time": 0.5698376815016672, "total_loss": 1.3514598856854718} {"data_time": 0.012487723999583977, "eta_seconds": 136661.82257704114, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.3607697138243473, "fast_rcnn/fg_cls_accuracy": 0.5940401317759808, "iteration": 27799, "loss_box_reg": 0.2507209727773443, "loss_cls": 0.24017254076898098, "loss_mask": 0.27495551481842995, "loss_rpn_cls": 0.049199694825802, "loss_rpn_loc": 0.08298815644229762, "loss_sem_seg": 0.40693499194458127, "lr": 0.02, "mask_rcnn/accuracy": 0.8772185433842921, "mask_rcnn/false_negative": 0.09451922306089185, "mask_rcnn/false_positive": 0.13745529630784104, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.5587228329986829, "total_loss": 1.2915358804748394} {"data_time": 0.012098483501176815, "eta_seconds": 136766.57279837973, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3952054794520548, "fast_rcnn/fg_cls_accuracy": 0.5656595313083863, "iteration": 27819, "loss_box_reg": 0.26636297488585114, "loss_cls": 0.2664919691160321, "loss_mask": 0.28061357513070107, "loss_rpn_cls": 0.0516830476699397, "loss_rpn_loc": 0.08471559622557834, "loss_sem_seg": 0.42593142203986645, "lr": 0.02, "mask_rcnn/accuracy": 0.8798183263177541, "mask_rcnn/false_negative": 0.10401905736120959, "mask_rcnn/false_positive": 0.15387318985270593, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5790630904994032, "total_loss": 1.3597178878844716} {"data_time": 0.013109195500874193, "eta_seconds": 136755.27822342972, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.42553084935897434, "fast_rcnn/fg_cls_accuracy": 0.4786757650069303, "iteration": 27839, "loss_box_reg": 0.24538150988519192, "loss_cls": 0.24062900943681598, "loss_mask": 0.2717546750791371, "loss_rpn_cls": 0.05248561594635248, "loss_rpn_loc": 0.07878618873655796, "loss_sem_seg": 0.3815231351181865, "lr": 0.02, "mask_rcnn/accuracy": 0.8804440682667878, "mask_rcnn/false_negative": 0.1042765170897697, "mask_rcnn/false_positive": 0.13439078452718137, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5654475930004992, "total_loss": 1.3159597676130943} {"data_time": 0.0119996360008372, "eta_seconds": 136767.2571513557, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.420610967979389, "fast_rcnn/fg_cls_accuracy": 0.5520699957319675, "iteration": 27859, "loss_box_reg": 0.23434437112882733, "loss_cls": 0.22717149235541, "loss_mask": 0.2825231906026602, "loss_rpn_cls": 0.059928971400950104, "loss_rpn_loc": 0.0863401856040582, "loss_sem_seg": 0.41220764396712184, "lr": 0.02, "mask_rcnn/accuracy": 0.8861445093193318, "mask_rcnn/false_negative": 0.0970189442430297, "mask_rcnn/false_positive": 0.1395060733666838, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5686477185008698, "total_loss": 1.3280923709680792} {"data_time": 0.01345959999889601, "eta_seconds": 136757.08167458192, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.4635564745412251, "fast_rcnn/fg_cls_accuracy": 0.511386440973737, "iteration": 27879, "loss_box_reg": 0.2584007531404495, "loss_cls": 0.2548574737738818, "loss_mask": 0.28412811318412423, "loss_rpn_cls": 0.06463712069671601, "loss_rpn_loc": 0.07027769851265475, "loss_sem_seg": 0.40104655735194683, "lr": 0.02, "mask_rcnn/accuracy": 0.883367644488085, "mask_rcnn/false_negative": 0.11546293001652866, "mask_rcnn/false_positive": 0.12985431355594024, "roi_head/num_bg_samples": 456.25, "roi_head/num_fg_samples": 55.75, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5545485429993278, "total_loss": 1.3682961033773609} {"data_time": 0.013015914000789053, "eta_seconds": 136856.21098231422, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.33339580209895053, "fast_rcnn/fg_cls_accuracy": 0.6064590192341015, "iteration": 27899, "loss_box_reg": 0.2704866901040077, "loss_cls": 0.267941128462553, "loss_mask": 0.28946487326174974, "loss_rpn_cls": 0.06083682144526392, "loss_rpn_loc": 0.08720410504611209, "loss_sem_seg": 0.3631004081107676, "lr": 0.02, "mask_rcnn/accuracy": 0.8940319307909812, "mask_rcnn/false_negative": 0.09881381461606115, "mask_rcnn/false_positive": 0.10916983306592239, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5736555815001338, "total_loss": 1.372217156284023} {"data_time": 0.012645008000617963, "eta_seconds": 136734.48849486193, "fast_rcnn/cls_accuracy": 0.9033203125, "fast_rcnn/false_negative": 0.4370882740447958, "fast_rcnn/fg_cls_accuracy": 0.5398704902867715, "iteration": 27919, "loss_box_reg": 0.26762450905516744, "loss_cls": 0.27112521696835756, "loss_mask": 0.2880640970543027, "loss_rpn_cls": 0.057984804501757026, "loss_rpn_loc": 0.08012923467322253, "loss_sem_seg": 0.37704372126609087, "lr": 0.02, "mask_rcnn/accuracy": 0.8621663509153661, "mask_rcnn/false_negative": 0.10859425528654047, "mask_rcnn/false_positive": 0.15476355916532802, "roi_head/num_bg_samples": 431.5, "roi_head/num_fg_samples": 80.5, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.553298756998629, "total_loss": 1.379576780134812} {"data_time": 0.013316644000951783, "eta_seconds": 136707.99035316706, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.3657178217821782, "fast_rcnn/fg_cls_accuracy": 0.5769412878787878, "iteration": 27939, "loss_box_reg": 0.2497132164426148, "loss_cls": 0.24694943288341165, "loss_mask": 0.29070614743977785, "loss_rpn_cls": 0.05061108630616218, "loss_rpn_loc": 0.07908100515487604, "loss_sem_seg": 0.3837710744701326, "lr": 0.02, "mask_rcnn/accuracy": 0.8759776114393125, "mask_rcnn/false_negative": 0.10502765678394717, "mask_rcnn/false_positive": 0.13016597612462932, "roi_head/num_bg_samples": 468.75, "roi_head/num_fg_samples": 43.25, "rpn/num_neg_anchors": 234.25, "rpn/num_pos_anchors": 21.75, "time": 0.5640879385009612, "total_loss": 1.3145763126085512} {"data_time": 0.01274845049920259, "eta_seconds": 136710.77466505583, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.38814616755793224, "fast_rcnn/fg_cls_accuracy": 0.5904614139233675, "iteration": 27959, "loss_box_reg": 0.24595479434356093, "loss_cls": 0.24415603512898088, "loss_mask": 0.292867966927588, "loss_rpn_cls": 0.06339364335872233, "loss_rpn_loc": 0.08883590548066422, "loss_sem_seg": 0.39446065062657, "lr": 0.02, "mask_rcnn/accuracy": 0.8852183257162305, "mask_rcnn/false_negative": 0.10472996274447702, "mask_rcnn/false_positive": 0.13018505156381305, "roi_head/num_bg_samples": 456.25, "roi_head/num_fg_samples": 55.75, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.564734622999822, "total_loss": 1.332846295175841} {"data_time": 0.012538793498606537, "eta_seconds": 136699.47816779587, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.42536630036630035, "fast_rcnn/fg_cls_accuracy": 0.5, "iteration": 27979, "loss_box_reg": 0.23678173287771642, "loss_cls": 0.2475486327894032, "loss_mask": 0.2810528827831149, "loss_rpn_cls": 0.06676513370621251, "loss_rpn_loc": 0.08067472442053258, "loss_sem_seg": 0.41526030423119664, "lr": 0.02, "mask_rcnn/accuracy": 0.876858690496066, "mask_rcnn/false_negative": 0.09296647386987525, "mask_rcnn/false_positive": 0.13679750757212145, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5568175480002537, "total_loss": 1.328271926031448} {"data_time": 0.01265339399833465, "eta_seconds": 136700.21190318483, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3648765432098765, "fast_rcnn/fg_cls_accuracy": 0.5799785292538916, "iteration": 27999, "loss_box_reg": 0.26215733075514436, "loss_cls": 0.25626154989004135, "loss_mask": 0.2995489649474621, "loss_rpn_cls": 0.06530247046612203, "loss_rpn_loc": 0.08025395852746442, "loss_sem_seg": 0.4123795526102185, "lr": 0.02, "mask_rcnn/accuracy": 0.8695477978709696, "mask_rcnn/false_negative": 0.11905365107340468, "mask_rcnn/false_positive": 0.1244360502283959, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.5551266879992909, "total_loss": 1.3789028575993143} {"data_time": 0.014001099500092096, "eta_seconds": 136685.2341227422, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.38411400795404327, "fast_rcnn/fg_cls_accuracy": 0.584920634920635, "iteration": 28019, "loss_box_reg": 0.24202597327530384, "loss_cls": 0.25337012368254364, "loss_mask": 0.27885094936937094, "loss_rpn_cls": 0.05631809326587245, "loss_rpn_loc": 0.07092955205007456, "loss_sem_seg": 0.41992294415831566, "lr": 0.02, "mask_rcnn/accuracy": 0.883453798185941, "mask_rcnn/false_negative": 0.09959715243975371, "mask_rcnn/false_positive": 0.14611848866149357, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 237.25, "rpn/num_pos_anchors": 18.75, "time": 0.5643150084997615, "total_loss": 1.319782967591891} {"data_time": 0.012034300998493563, "eta_seconds": 136685.87250876802, "fast_rcnn/cls_accuracy": 0.8818359375, "fast_rcnn/false_negative": 0.4532156953796146, "fast_rcnn/fg_cls_accuracy": 0.5197719728676577, "iteration": 28039, "loss_box_reg": 0.2747932132333517, "loss_cls": 0.2873751511797309, "loss_mask": 0.2848389679566026, "loss_rpn_cls": 0.05750891426578164, "loss_rpn_loc": 0.08007895154878497, "loss_sem_seg": 0.3827325664460659, "lr": 0.02, "mask_rcnn/accuracy": 0.8734332168794106, "mask_rcnn/false_negative": 0.11214757220689686, "mask_rcnn/false_positive": 0.14542202991435593, "roi_head/num_bg_samples": 423.5, "roi_head/num_fg_samples": 88.5, "rpn/num_neg_anchors": 207.5, "rpn/num_pos_anchors": 48.5, "time": 0.5635801299995364, "total_loss": 1.40045396075584} {"data_time": 0.012049057999320212, "eta_seconds": 136684.75993006735, "fast_rcnn/cls_accuracy": 0.8984375, "fast_rcnn/false_negative": 0.39870273919753085, "fast_rcnn/fg_cls_accuracy": 0.5529786205414697, "iteration": 28059, "loss_box_reg": 0.24263427453115582, "loss_cls": 0.2607211242429912, "loss_mask": 0.28744274377822876, "loss_rpn_cls": 0.05529622489120811, "loss_rpn_loc": 0.07519405597122386, "loss_sem_seg": 0.3748266324400902, "lr": 0.02, "mask_rcnn/accuracy": 0.8529506423104956, "mask_rcnn/false_negative": 0.09208705394070107, "mask_rcnn/false_positive": 0.1936169137149404, "roi_head/num_bg_samples": 423.75, "roi_head/num_fg_samples": 88.25, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.5572501639981056, "total_loss": 1.322396976291202} {"data_time": 0.012801826998838806, "eta_seconds": 136754.4595728743, "fast_rcnn/cls_accuracy": 0.91357421875, "fast_rcnn/false_negative": 0.38312368972746336, "fast_rcnn/fg_cls_accuracy": 0.564283295233257, "iteration": 28079, "loss_box_reg": 0.2652057744562626, "loss_cls": 0.27062203316017985, "loss_mask": 0.2810533866286278, "loss_rpn_cls": 0.053488287376239896, "loss_rpn_loc": 0.08172445982927456, "loss_sem_seg": 0.41760509135201573, "lr": 0.02, "mask_rcnn/accuracy": 0.8876989475035297, "mask_rcnn/false_negative": 0.09180870240233927, "mask_rcnn/false_positive": 0.14138185313380575, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5628194310011168, "total_loss": 1.4018990410258994} {"data_time": 0.013136971998392255, "eta_seconds": 136640.0453735023, "fast_rcnn/cls_accuracy": 0.91162109375, "fast_rcnn/false_negative": 0.41997851772287864, "fast_rcnn/fg_cls_accuracy": 0.46589348090584404, "iteration": 28099, "loss_box_reg": 0.2501371023245156, "loss_cls": 0.24594497657380998, "loss_mask": 0.28852975089102983, "loss_rpn_cls": 0.05894546158378944, "loss_rpn_loc": 0.08254277630476281, "loss_sem_seg": 0.3882307056337595, "lr": 0.02, "mask_rcnn/accuracy": 0.8747370257644288, "mask_rcnn/false_negative": 0.12365541963167292, "mask_rcnn/false_positive": 0.12450480106038173, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5569668139996793, "total_loss": 1.3289706097129965} {"data_time": 0.012242738999702851, "eta_seconds": 136620.40268697604, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.46557971014492755, "fast_rcnn/fg_cls_accuracy": 0.49547101449275366, "iteration": 28119, "loss_box_reg": 0.2565869721584022, "loss_cls": 0.25966719444841146, "loss_mask": 0.2853415687568486, "loss_rpn_cls": 0.06013159407302737, "loss_rpn_loc": 0.07120830868370831, "loss_sem_seg": 0.4259898653253913, "lr": 0.02, "mask_rcnn/accuracy": 0.8751476952850106, "mask_rcnn/false_negative": 0.10599915107119276, "mask_rcnn/false_positive": 0.15859345582344095, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.57033047349978, "total_loss": 1.4071193388663232} {"data_time": 0.012291758501305594, "eta_seconds": 136609.10618971608, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.4265628379839931, "fast_rcnn/fg_cls_accuracy": 0.53956927867151, "iteration": 28139, "loss_box_reg": 0.2664893656037748, "loss_cls": 0.2719463563989848, "loss_mask": 0.2833466222509742, "loss_rpn_cls": 0.053550522367004305, "loss_rpn_loc": 0.08527636705548503, "loss_sem_seg": 0.4288538680411875, "lr": 0.02, "mask_rcnn/accuracy": 0.8808020159283225, "mask_rcnn/false_negative": 0.10808562619699263, "mask_rcnn/false_positive": 0.13273345717036572, "roi_head/num_bg_samples": 461.0, "roi_head/num_fg_samples": 51.0, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.568499007000355, "total_loss": 1.3334822502802126} {"data_time": 0.012521230501079117, "eta_seconds": 136597.8096924561, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.45604395604395603, "fast_rcnn/fg_cls_accuracy": 0.4895676691729323, "iteration": 28159, "loss_box_reg": 0.2542173219844699, "loss_cls": 0.2613006276078522, "loss_mask": 0.2814592430368066, "loss_rpn_cls": 0.052099529071711004, "loss_rpn_loc": 0.08962675015209243, "loss_sem_seg": 0.37413566559553146, "lr": 0.02, "mask_rcnn/accuracy": 0.876675110603682, "mask_rcnn/false_negative": 0.10155845136669599, "mask_rcnn/false_positive": 0.1424261152266833, "roi_head/num_bg_samples": 459.25, "roi_head/num_fg_samples": 52.75, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5676135430003342, "total_loss": 1.3243953662458807} {"data_time": 0.012295614502363605, "eta_seconds": 136443.34246759448, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.4178420087281007, "fast_rcnn/fg_cls_accuracy": 0.5304819230620827, "iteration": 28179, "loss_box_reg": 0.2461480083875358, "loss_cls": 0.24855291517451406, "loss_mask": 0.28874363005161285, "loss_rpn_cls": 0.054853159839694854, "loss_rpn_loc": 0.07265253228251822, "loss_sem_seg": 0.39721325412392616, "lr": 0.02, "mask_rcnn/accuracy": 0.8603229343219647, "mask_rcnn/false_negative": 0.10247426529717575, "mask_rcnn/false_positive": 0.17477893900891034, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5565489120017446, "total_loss": 1.3260275287320837} {"data_time": 0.012507424000432366, "eta_seconds": 136419.0567764351, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.3594405594405594, "fast_rcnn/fg_cls_accuracy": 0.5943675889328064, "iteration": 28199, "loss_box_reg": 0.23843731312081218, "loss_cls": 0.22994649759493768, "loss_mask": 0.27391824312508106, "loss_rpn_cls": 0.052788520173635334, "loss_rpn_loc": 0.06615304842125624, "loss_sem_seg": 0.41306928312405944, "lr": 0.02, "mask_rcnn/accuracy": 0.8985657345417197, "mask_rcnn/false_negative": 0.09888687454609064, "mask_rcnn/false_positive": 0.11467927269052311, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5618470805020479, "total_loss": 1.3002377761877142} {"data_time": 0.011804706500697648, "eta_seconds": 136420.77315517454, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.37926136363636365, "fast_rcnn/fg_cls_accuracy": 0.586875, "iteration": 28219, "loss_box_reg": 0.26845713146030903, "loss_cls": 0.2400934654287994, "loss_mask": 0.2867601662874222, "loss_rpn_cls": 0.052245647297240794, "loss_rpn_loc": 0.0782212468329817, "loss_sem_seg": 0.4104590630158782, "lr": 0.02, "mask_rcnn/accuracy": 0.8791555453199799, "mask_rcnn/false_negative": 0.11293025570606527, "mask_rcnn/false_positive": 0.12986336679194033, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5695276174992614, "total_loss": 1.356664919789182} {"data_time": 0.01279077899926051, "eta_seconds": 136409.48849896455, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.4696078431372549, "fast_rcnn/fg_cls_accuracy": 0.5030306349727973, "iteration": 28239, "loss_box_reg": 0.268565921112895, "loss_cls": 0.26840730011463165, "loss_mask": 0.3034957777708769, "loss_rpn_cls": 0.06975264428183436, "loss_rpn_loc": 0.10138648160500452, "loss_sem_seg": 0.42871467769145966, "lr": 0.02, "mask_rcnn/accuracy": 0.8810158643267032, "mask_rcnn/false_negative": 0.10491369469573279, "mask_rcnn/false_positive": 0.14278822911849076, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5452304239988734, "total_loss": 1.463858881033957} {"data_time": 0.01292782750169863, "eta_seconds": 136385.2060338551, "fast_rcnn/cls_accuracy": 0.9140625, "fast_rcnn/false_negative": 0.43065576398909733, "fast_rcnn/fg_cls_accuracy": 0.5, "iteration": 28259, "loss_box_reg": 0.24477437930181623, "loss_cls": 0.23918404849246144, "loss_mask": 0.28612797521054745, "loss_rpn_cls": 0.04735983221326023, "loss_rpn_loc": 0.06589459860697389, "loss_sem_seg": 0.4017237708903849, "lr": 0.02, "mask_rcnn/accuracy": 0.864372417647216, "mask_rcnn/false_negative": 0.10968311508375625, "mask_rcnn/false_positive": 0.14603360665500126, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5620117634989583, "total_loss": 1.2718531507416628} {"data_time": 0.012680340001679724, "eta_seconds": 136373.92245299512, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.49478155339805824, "fast_rcnn/fg_cls_accuracy": 0.4017235056839017, "iteration": 28279, "loss_box_reg": 0.2526615150272846, "loss_cls": 0.24965021526440978, "loss_mask": 0.2904643816873431, "loss_rpn_cls": 0.05672456615138799, "loss_rpn_loc": 0.07685027923434973, "loss_sem_seg": 0.3919991012662649, "lr": 0.02, "mask_rcnn/accuracy": 0.8757521462968723, "mask_rcnn/false_negative": 0.12859236120613654, "mask_rcnn/false_positive": 0.12916930663001427, "roi_head/num_bg_samples": 461.25, "roi_head/num_fg_samples": 50.75, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5675994209996134, "total_loss": 1.3420854117139243} {"data_time": 0.013692485499632312, "eta_seconds": 136375.63453033465, "fast_rcnn/cls_accuracy": 0.90966796875, "fast_rcnn/false_negative": 0.474696758798966, "fast_rcnn/fg_cls_accuracy": 0.5073324716643468, "iteration": 28299, "loss_box_reg": 0.2578403325751424, "loss_cls": 0.24855030700564384, "loss_mask": 0.27560079377144575, "loss_rpn_cls": 0.056790133501635864, "loss_rpn_loc": 0.0766342569841072, "loss_sem_seg": 0.402214958332479, "lr": 0.02, "mask_rcnn/accuracy": 0.8559074344023323, "mask_rcnn/false_negative": 0.11127210497085466, "mask_rcnn/false_positive": 0.14597336339153244, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 206.5, "rpn/num_pos_anchors": 49.5, "time": 0.5644582310014812, "total_loss": 1.2812653467117343} {"data_time": 0.01242803599780018, "eta_seconds": 136388.96701799813, "fast_rcnn/cls_accuracy": 0.90576171875, "fast_rcnn/false_negative": 0.4958680762358547, "fast_rcnn/fg_cls_accuracy": 0.4561684364107968, "iteration": 28319, "loss_box_reg": 0.2721848126966506, "loss_cls": 0.2719016089104116, "loss_mask": 0.2913303505629301, "loss_rpn_cls": 0.06114166183397174, "loss_rpn_loc": 0.08971863065380603, "loss_sem_seg": 0.3824429316446185, "lr": 0.02, "mask_rcnn/accuracy": 0.855923049233305, "mask_rcnn/false_negative": 0.12568124341038187, "mask_rcnn/false_positive": 0.1699224775097628, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5759630239990656, "total_loss": 1.4507784119050484} {"data_time": 0.012263684999197721, "eta_seconds": 136291.98914667728, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.5263157894736843, "fast_rcnn/fg_cls_accuracy": 0.43709884467265725, "iteration": 28339, "loss_box_reg": 0.24215311603620648, "loss_cls": 0.2681527831591666, "loss_mask": 0.2934384439140558, "loss_rpn_cls": 0.05382741254288703, "loss_rpn_loc": 0.08050299371825531, "loss_sem_seg": 0.4278310057707131, "lr": 0.02, "mask_rcnn/accuracy": 0.8734109268707483, "mask_rcnn/false_negative": 0.08818989716720224, "mask_rcnn/false_positive": 0.16128027544169765, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5548365199992986, "total_loss": 1.3841165966296103} {"data_time": 0.012213214999064803, "eta_seconds": 136356.50145221886, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.399639761341889, "fast_rcnn/fg_cls_accuracy": 0.5977147360126083, "iteration": 28359, "loss_box_reg": 0.2699330919422209, "loss_cls": 0.2803337490186095, "loss_mask": 0.2760353283956647, "loss_rpn_cls": 0.058447637769859284, "loss_rpn_loc": 0.09898471686756238, "loss_sem_seg": 0.4227254157885909, "lr": 0.02, "mask_rcnn/accuracy": 0.8893039933776541, "mask_rcnn/false_negative": 0.09879208716346272, "mask_rcnn/false_positive": 0.1327595046915755, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5713488449982833, "total_loss": 1.4070869371353183} {"data_time": 0.01165641300030984, "eta_seconds": 136224.70940034557, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.40306545153272577, "fast_rcnn/fg_cls_accuracy": 0.5254511176945866, "iteration": 28379, "loss_box_reg": 0.2623651451431215, "loss_cls": 0.26180390920490026, "loss_mask": 0.29791474901139736, "loss_rpn_cls": 0.06231720233336091, "loss_rpn_loc": 0.09991342626744881, "loss_sem_seg": 0.3973221071064472, "lr": 0.02, "mask_rcnn/accuracy": 0.8755466724905051, "mask_rcnn/false_negative": 0.1057204977130867, "mask_rcnn/false_positive": 0.1564506052601277, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5504657629990106, "total_loss": 1.4000165979960002} {"data_time": 0.012507908997577033, "eta_seconds": 136306.2209678351, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.3746383101851852, "fast_rcnn/fg_cls_accuracy": 0.5425480769230769, "iteration": 28399, "loss_box_reg": 0.2554683513008058, "loss_cls": 0.2363726468756795, "loss_mask": 0.26810717582702637, "loss_rpn_cls": 0.05669444956583902, "loss_rpn_loc": 0.08961656989413314, "loss_sem_seg": 0.39796283282339573, "lr": 0.02, "mask_rcnn/accuracy": 0.884647204069279, "mask_rcnn/false_negative": 0.10202901476505322, "mask_rcnn/false_positive": 0.1287714207348592, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5710599875001208, "total_loss": 1.293880293116672} {"data_time": 0.012502645502536325, "eta_seconds": 136322.64382835897, "fast_rcnn/cls_accuracy": 0.91015625, "fast_rcnn/false_negative": 0.4784322820037106, "fast_rcnn/fg_cls_accuracy": 0.48469387755102045, "iteration": 28419, "loss_box_reg": 0.2625481281429529, "loss_cls": 0.27440198604017496, "loss_mask": 0.2834302424453199, "loss_rpn_cls": 0.05795529927127063, "loss_rpn_loc": 0.07946076622465625, "loss_sem_seg": 0.39709790516644716, "lr": 0.02, "mask_rcnn/accuracy": 0.8748252122432152, "mask_rcnn/false_negative": 0.11552741957268953, "mask_rcnn/false_positive": 0.16223971280903587, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.573900824500015, "total_loss": 1.4006871424790006} {"data_time": 0.011707448500601458, "eta_seconds": 136368.50041672922, "fast_rcnn/cls_accuracy": 0.89697265625, "fast_rcnn/false_negative": 0.44745691467002946, "fast_rcnn/fg_cls_accuracy": 0.5001913509376196, "iteration": 28439, "loss_box_reg": 0.25196222867816687, "loss_cls": 0.24614099320024252, "loss_mask": 0.2883784342557192, "loss_rpn_cls": 0.05421221308642998, "loss_rpn_loc": 0.08362940303049982, "loss_sem_seg": 0.37666591140441597, "lr": 0.02, "mask_rcnn/accuracy": 0.8682563796839806, "mask_rcnn/false_negative": 0.10076234061493006, "mask_rcnn/false_positive": 0.15442282755924025, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5645880389984086, "total_loss": 1.3492941692238674} {"data_time": 0.013357671499761636, "eta_seconds": 136357.2098110092, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.43539915966386555, "fast_rcnn/fg_cls_accuracy": 0.5146447091002336, "iteration": 28459, "loss_box_reg": 0.2508818772621453, "loss_cls": 0.25595113122835755, "loss_mask": 0.2836097339168191, "loss_rpn_cls": 0.050444504304323345, "loss_rpn_loc": 0.06877122551668435, "loss_sem_seg": 0.41595393419265747, "lr": 0.02, "mask_rcnn/accuracy": 0.8529766919874109, "mask_rcnn/false_negative": 0.09678748092860913, "mask_rcnn/false_positive": 0.147910801507029, "roi_head/num_bg_samples": 459.75, "roi_head/num_fg_samples": 52.25, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5587943694990827, "total_loss": 1.3023314485908486} {"data_time": 0.012133164998886059, "eta_seconds": 136403.01633921723, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.4079154289708195, "fast_rcnn/fg_cls_accuracy": 0.5678351309707241, "iteration": 28479, "loss_box_reg": 0.2625491819344461, "loss_cls": 0.2642757990397513, "loss_mask": 0.2971670590341091, "loss_rpn_cls": 0.06392056110780686, "loss_rpn_loc": 0.08502225944539532, "loss_sem_seg": 0.39556354004889727, "lr": 0.02, "mask_rcnn/accuracy": 0.8704037344104308, "mask_rcnn/false_negative": 0.10019831161190718, "mask_rcnn/false_positive": 0.1697741828339454, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5579972269988502, "total_loss": 1.3589658550336026} {"data_time": 0.013416656500339741, "eta_seconds": 136391.72100536723, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.4360770955501897, "fast_rcnn/fg_cls_accuracy": 0.4949181253529079, "iteration": 28499, "loss_box_reg": 0.243891267105937, "loss_cls": 0.2559096687473357, "loss_mask": 0.29350331518799067, "loss_rpn_cls": 0.05418878060299903, "loss_rpn_loc": 0.08184735447866842, "loss_sem_seg": 0.3445500349625945, "lr": 0.02, "mask_rcnn/accuracy": 0.8813049456049236, "mask_rcnn/false_negative": 0.09124483735516943, "mask_rcnn/false_positive": 0.1552809091500852, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5635954130011669, "total_loss": 1.292873042402789} {"data_time": 0.01246889049980382, "eta_seconds": 136251.50331202493, "fast_rcnn/cls_accuracy": 0.9140625, "fast_rcnn/false_negative": 0.43470206853967275, "fast_rcnn/fg_cls_accuracy": 0.48447323299676126, "iteration": 28519, "loss_box_reg": 0.266844485886395, "loss_cls": 0.26222524512559175, "loss_mask": 0.28504903987050056, "loss_rpn_cls": 0.05923466227250174, "loss_rpn_loc": 0.09500331550952978, "loss_sem_seg": 0.36422242783010006, "lr": 0.02, "mask_rcnn/accuracy": 0.8793900118838129, "mask_rcnn/false_negative": 0.10303394614386295, "mask_rcnn/false_positive": 0.1568710479571432, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5567649975000677, "total_loss": 1.3388383311103098} {"data_time": 0.013212608499088674, "eta_seconds": 136124.58322504145, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.5088189182126992, "fast_rcnn/fg_cls_accuracy": 0.42770582443384075, "iteration": 28539, "loss_box_reg": 0.2569597912952304, "loss_cls": 0.2512593003921211, "loss_mask": 0.2866406477987766, "loss_rpn_cls": 0.0495687109651044, "loss_rpn_loc": 0.07735174556728452, "loss_sem_seg": 0.3762613879516721, "lr": 0.02, "mask_rcnn/accuracy": 0.8722593296589654, "mask_rcnn/false_negative": 0.12319026469818933, "mask_rcnn/false_positive": 0.13677796491485905, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5532956969982479, "total_loss": 1.3209545380668715} {"data_time": 0.013089859499814338, "eta_seconds": 136095.03275268045, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.44463832487309646, "fast_rcnn/fg_cls_accuracy": 0.5294308240630737, "iteration": 28559, "loss_box_reg": 0.2535618841648102, "loss_cls": 0.2545764595270157, "loss_mask": 0.28457995783537626, "loss_rpn_cls": 0.05771963222650811, "loss_rpn_loc": 0.08344702876638621, "loss_sem_seg": 0.4229374809656292, "lr": 0.02, "mask_rcnn/accuracy": 0.8521471088435375, "mask_rcnn/false_negative": 0.10601306428024584, "mask_rcnn/false_positive": 0.17061710543167732, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5598535220015037, "total_loss": 1.3588117999606766} {"data_time": 0.011868883500937955, "eta_seconds": 136156.63392843684, "fast_rcnn/cls_accuracy": 0.91064453125, "fast_rcnn/false_negative": 0.4117593102183086, "fast_rcnn/fg_cls_accuracy": 0.4832583708145927, "iteration": 28579, "loss_box_reg": 0.2705623311921954, "loss_cls": 0.26427990826778114, "loss_mask": 0.27413082495331764, "loss_rpn_cls": 0.057561273948522285, "loss_rpn_loc": 0.08838875523360912, "loss_sem_seg": 0.3968867054209113, "lr": 0.02, "mask_rcnn/accuracy": 0.8683812551115507, "mask_rcnn/false_negative": 0.11065152075707618, "mask_rcnn/false_positive": 0.14919978062000944, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5747753815012402, "total_loss": 1.3869529468356632} {"data_time": 0.011857143997985986, "eta_seconds": 136221.0709567792, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.4044646280674846, "fast_rcnn/fg_cls_accuracy": 0.5670327240566038, "iteration": 28599, "loss_box_reg": 0.2433080282062292, "loss_cls": 0.23936112178489566, "loss_mask": 0.2858751304447651, "loss_rpn_cls": 0.049886133056133986, "loss_rpn_loc": 0.0770406685769558, "loss_sem_seg": 0.3921241448260844, "lr": 0.02, "mask_rcnn/accuracy": 0.8844616905203639, "mask_rcnn/false_negative": 0.09853605519229972, "mask_rcnn/false_positive": 0.12306343867312274, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.5690034894996643, "total_loss": 1.3095818388392217} {"data_time": 0.012774504999470082, "eta_seconds": 136323.94900226727, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3996367322801385, "fast_rcnn/fg_cls_accuracy": 0.5871885596343801, "iteration": 28619, "loss_box_reg": 0.2589158359915018, "loss_cls": 0.2560968608595431, "loss_mask": 0.28120484203100204, "loss_rpn_cls": 0.0560041883145459, "loss_rpn_loc": 0.08100808085873723, "loss_sem_seg": 0.37347301188856363, "lr": 0.02, "mask_rcnn/accuracy": 0.8837025044392757, "mask_rcnn/false_negative": 0.08789636644326686, "mask_rcnn/false_positive": 0.12567441934241474, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5746780169993144, "total_loss": 1.2678946928062942} {"data_time": 0.01457327050047752, "eta_seconds": 136353.41761046476, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.45256410256410257, "fast_rcnn/fg_cls_accuracy": 0.4717923841862721, "iteration": 28639, "loss_box_reg": 0.25882708467543125, "loss_cls": 0.2612761124037206, "loss_mask": 0.2845073053613305, "loss_rpn_cls": 0.05252271448262036, "loss_rpn_loc": 0.08136705827200785, "loss_sem_seg": 0.35720883682370186, "lr": 0.02, "mask_rcnn/accuracy": 0.8835543136150257, "mask_rcnn/false_negative": 0.11552143657524212, "mask_rcnn/false_positive": 0.1400615279639501, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5677122500001133, "total_loss": 1.3347057471401058} {"data_time": 0.013932628999100416, "eta_seconds": 136459.90006417345, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.3581002331002331, "fast_rcnn/fg_cls_accuracy": 0.6105590062111801, "iteration": 28659, "loss_box_reg": 0.24492807080969214, "loss_cls": 0.2476513721048832, "loss_mask": 0.29050945583730936, "loss_rpn_cls": 0.05892308711190708, "loss_rpn_loc": 0.08412960084388033, "loss_sem_seg": 0.40817684307694435, "lr": 0.02, "mask_rcnn/accuracy": 0.8707140215553677, "mask_rcnn/false_negative": 0.11965064948072282, "mask_rcnn/false_positive": 0.13311764526632835, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.575183120499787, "total_loss": 1.3422608599212253} {"data_time": 0.012664556501476909, "eta_seconds": 136334.40947493532, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.3292821444797819, "fast_rcnn/fg_cls_accuracy": 0.5752688172043011, "iteration": 28679, "loss_box_reg": 0.2586493599228561, "loss_cls": 0.26066921884194016, "loss_mask": 0.27369397785514593, "loss_rpn_cls": 0.046983708103653044, "loss_rpn_loc": 0.07551665784558281, "loss_sem_seg": 0.4124279711395502, "lr": 0.02, "mask_rcnn/accuracy": 0.8915064407180409, "mask_rcnn/false_negative": 0.0910418630320239, "mask_rcnn/false_positive": 0.12529969147908937, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.559633553999447, "total_loss": 1.355112865974661} {"data_time": 0.013301525499628042, "eta_seconds": 136323.11046577533, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.4212208433014354, "fast_rcnn/fg_cls_accuracy": 0.504602191091954, "iteration": 28699, "loss_box_reg": 0.2609529490582645, "loss_cls": 0.2611831510439515, "loss_mask": 0.2772524980828166, "loss_rpn_cls": 0.06504158297320828, "loss_rpn_loc": 0.08481985503749456, "loss_sem_seg": 0.38870360469445586, "lr": 0.02, "mask_rcnn/accuracy": 0.8713595351933876, "mask_rcnn/false_negative": 0.09201716346754564, "mask_rcnn/false_positive": 0.16370717103083385, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5791611624990765, "total_loss": 1.3594024815392913} {"data_time": 0.012018490000627935, "eta_seconds": 136364.2486942489, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.4758009153318078, "fast_rcnn/fg_cls_accuracy": 0.49736842105263157, "iteration": 28719, "loss_box_reg": 0.2550121173262596, "loss_cls": 0.24870552914217114, "loss_mask": 0.2800730764865875, "loss_rpn_cls": 0.05857690586708486, "loss_rpn_loc": 0.08214590244460851, "loss_sem_seg": 0.4239719291217625, "lr": 0.02, "mask_rcnn/accuracy": 0.891981538211174, "mask_rcnn/false_negative": 0.11812916919166608, "mask_rcnn/false_positive": 0.11082305371892158, "roi_head/num_bg_samples": 458.75, "roi_head/num_fg_samples": 53.25, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5759377894992213, "total_loss": 1.373586779460311} {"data_time": 0.012170859499747166, "eta_seconds": 136453.8274194525, "fast_rcnn/cls_accuracy": 0.9091796875, "fast_rcnn/false_negative": 0.5339910507304977, "fast_rcnn/fg_cls_accuracy": 0.3574561403508772, "iteration": 28739, "loss_box_reg": 0.2439181567169726, "loss_cls": 0.25295630656182766, "loss_mask": 0.2769733900204301, "loss_rpn_cls": 0.050460513622965664, "loss_rpn_loc": 0.0811591612873599, "loss_sem_seg": 0.4160201121121645, "lr": 0.02, "mask_rcnn/accuracy": 0.8656810407229253, "mask_rcnn/false_negative": 0.10362661164695741, "mask_rcnn/false_positive": 0.1588195108681098, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.5699229345009371, "total_loss": 1.3420583386905491} {"data_time": 0.012450952001017868, "eta_seconds": 136442.5157008225, "fast_rcnn/cls_accuracy": 0.9140625, "fast_rcnn/false_negative": 0.42734271622759534, "fast_rcnn/fg_cls_accuracy": 0.5529470529470529, "iteration": 28759, "loss_box_reg": 0.2567918808199465, "loss_cls": 0.27284671599045396, "loss_mask": 0.2922665439546108, "loss_rpn_cls": 0.05064887253683992, "loss_rpn_loc": 0.08110175983165391, "loss_sem_seg": 0.4351339126005769, "lr": 0.02, "mask_rcnn/accuracy": 0.8886012891114932, "mask_rcnn/false_negative": 0.08386784664565244, "mask_rcnn/false_positive": 0.1405827192660019, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5709974609999335, "total_loss": 1.4225211287557613} {"data_time": 0.01205955899968103, "eta_seconds": 136436.98858269237, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.41200532255679856, "fast_rcnn/fg_cls_accuracy": 0.48637372989704597, "iteration": 28779, "loss_box_reg": 0.24975571688264608, "loss_cls": 0.23393263900652528, "loss_mask": 0.286614621989429, "loss_rpn_cls": 0.052483433653833345, "loss_rpn_loc": 0.08946309459861368, "loss_sem_seg": 0.4107766579836607, "lr": 0.02, "mask_rcnn/accuracy": 0.881172052154195, "mask_rcnn/false_negative": 0.11198298657591446, "mask_rcnn/false_positive": 0.14146620460506865, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.5826933364987781, "total_loss": 1.3612486672354862} {"data_time": 0.011963850000029197, "eta_seconds": 136529.58107166414, "fast_rcnn/cls_accuracy": 0.89697265625, "fast_rcnn/false_negative": 0.4202091767881242, "fast_rcnn/fg_cls_accuracy": 0.5215924426450742, "iteration": 28799, "loss_box_reg": 0.27044152468442917, "loss_cls": 0.27555427281185985, "loss_mask": 0.28486155439168215, "loss_rpn_cls": 0.05735566950170323, "loss_rpn_loc": 0.09289423223526683, "loss_sem_seg": 0.3961643762886524, "lr": 0.02, "mask_rcnn/accuracy": 0.8704057226563269, "mask_rcnn/false_negative": 0.1175356922085441, "mask_rcnn/false_positive": 0.14285308327373047, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.5719862615005695, "total_loss": 1.3889046995318495} {"data_time": 0.013027954499193584, "eta_seconds": 136414.36418621236, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.5015670631811382, "fast_rcnn/fg_cls_accuracy": 0.4231748726655348, "iteration": 28819, "loss_box_reg": 0.25593789760023355, "loss_cls": 0.2741745854727924, "loss_mask": 0.2971738399937749, "loss_rpn_cls": 0.06646904605440795, "loss_rpn_loc": 0.09469336795154959, "loss_sem_seg": 0.38569965679198503, "lr": 0.02, "mask_rcnn/accuracy": 0.8568275226757369, "mask_rcnn/false_negative": 0.11402098388689795, "mask_rcnn/false_positive": 0.17968347046305863, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5583331294983509, "total_loss": 1.3678646149346605} {"data_time": 0.012339056500422885, "eta_seconds": 136244.01740165538, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.37080405932864946, "fast_rcnn/fg_cls_accuracy": 0.6079344754503708, "iteration": 28839, "loss_box_reg": 0.21920984890311956, "loss_cls": 0.22846979182213545, "loss_mask": 0.2721890611574054, "loss_rpn_cls": 0.05422623353661038, "loss_rpn_loc": 0.0809344717708882, "loss_sem_seg": 0.39753481186926365, "lr": 0.02, "mask_rcnn/accuracy": 0.8839046507895354, "mask_rcnn/false_negative": 0.10067225902244424, "mask_rcnn/false_positive": 0.11706064310447467, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5539597254992259, "total_loss": 1.2996868898626417} {"data_time": 0.012961790998815559, "eta_seconds": 136120.7721798505, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.45480150214592274, "fast_rcnn/fg_cls_accuracy": 0.4666814480367653, "iteration": 28859, "loss_box_reg": 0.25754320016130805, "loss_cls": 0.2580751786008477, "loss_mask": 0.2882536882534623, "loss_rpn_cls": 0.05626348697114736, "loss_rpn_loc": 0.0764857261092402, "loss_sem_seg": 0.4286338770762086, "lr": 0.02, "mask_rcnn/accuracy": 0.8922310911544105, "mask_rcnn/false_negative": 0.11348821989428605, "mask_rcnn/false_positive": 0.12927937780656817, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.558128229000431, "total_loss": 1.3963435578043573} {"data_time": 0.013091742501273984, "eta_seconds": 136109.4824554005, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3921832884097035, "fast_rcnn/fg_cls_accuracy": 0.5418429961912823, "iteration": 28879, "loss_box_reg": 0.2708569597452879, "loss_cls": 0.2675545047968626, "loss_mask": 0.29044684395194054, "loss_rpn_cls": 0.06883520795963705, "loss_rpn_loc": 0.08393274655099958, "loss_sem_seg": 0.377705130726099, "lr": 0.02, "mask_rcnn/accuracy": 0.8865309724388094, "mask_rcnn/false_negative": 0.10221946231210119, "mask_rcnn/false_positive": 0.11470910538189943, "roi_head/num_bg_samples": 468.25, "roi_head/num_fg_samples": 43.75, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5624138550010684, "total_loss": 1.3233383719925769} {"data_time": 0.012721909499305184, "eta_seconds": 136051.78283747967, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.4476036424634555, "fast_rcnn/fg_cls_accuracy": 0.45126612517916864, "iteration": 28899, "loss_box_reg": 0.24421402253210545, "loss_cls": 0.24227680964395404, "loss_mask": 0.286466371268034, "loss_rpn_cls": 0.058811338210944086, "loss_rpn_loc": 0.09267223865026608, "loss_sem_seg": 0.40318301087245345, "lr": 0.02, "mask_rcnn/accuracy": 0.855406525964423, "mask_rcnn/false_negative": 0.1139436992521409, "mask_rcnn/false_positive": 0.13552206065200784, "roi_head/num_bg_samples": 459.0, "roi_head/num_fg_samples": 53.0, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5701678794994223, "total_loss": 1.3513976641115732} {"data_time": 0.012650011998630362, "eta_seconds": 136134.06266905167, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.46846846846846846, "fast_rcnn/fg_cls_accuracy": 0.527027027027027, "iteration": 28919, "loss_box_reg": 0.24582258984446526, "loss_cls": 0.24109957832843065, "loss_mask": 0.28019069554284215, "loss_rpn_cls": 0.059298032778315246, "loss_rpn_loc": 0.09678060316946357, "loss_sem_seg": 0.36633444111794233, "lr": 0.02, "mask_rcnn/accuracy": 0.8698167345427619, "mask_rcnn/false_negative": 0.10938056882615901, "mask_rcnn/false_positive": 0.15232716019676534, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 207.25, "rpn/num_pos_anchors": 48.75, "time": 0.5520881750016997, "total_loss": 1.3156132294679992} {"data_time": 0.013197717000366538, "eta_seconds": 136029.2110882397, "fast_rcnn/cls_accuracy": 0.8955078125, "fast_rcnn/false_negative": 0.4326228323699422, "fast_rcnn/fg_cls_accuracy": 0.5177389779159691, "iteration": 28939, "loss_box_reg": 0.2502196370624006, "loss_cls": 0.23620951175689697, "loss_mask": 0.26614108495414257, "loss_rpn_cls": 0.048475154442712665, "loss_rpn_loc": 0.08183504873886704, "loss_sem_seg": 0.3922741077840328, "lr": 0.02, "mask_rcnn/accuracy": 0.8711775658539278, "mask_rcnn/false_negative": 0.10126901968655641, "mask_rcnn/false_positive": 0.16740693109406507, "roi_head/num_bg_samples": 428.25, "roi_head/num_fg_samples": 83.75, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5488372685013019, "total_loss": 1.2922358746800455} {"data_time": 0.013335283498236095, "eta_seconds": 136003.9873794897, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.35236269950986554, "fast_rcnn/fg_cls_accuracy": 0.5832286169054202, "iteration": 28959, "loss_box_reg": 0.25845617009326816, "loss_cls": 0.2625786466524005, "loss_mask": 0.2944377986714244, "loss_rpn_cls": 0.05941755895037204, "loss_rpn_loc": 0.11050741595681757, "loss_sem_seg": 0.3880465612746775, "lr": 0.02, "mask_rcnn/accuracy": 0.8627036881651251, "mask_rcnn/false_negative": 0.09973265602812902, "mask_rcnn/false_positive": 0.1290327621694393, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5559295430011844, "total_loss": 1.4174052310409024} {"data_time": 0.012149089001468383, "eta_seconds": 136164.92433753543, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.4135964912280702, "fast_rcnn/fg_cls_accuracy": 0.5577492304049254, "iteration": 28979, "loss_box_reg": 0.2610659289639443, "loss_cls": 0.26165016693994403, "loss_mask": 0.3012022953480482, "loss_rpn_cls": 0.0669261840521358, "loss_rpn_loc": 0.09049974952358752, "loss_sem_seg": 0.39827147824689746, "lr": 0.02, "mask_rcnn/accuracy": 0.863595576192052, "mask_rcnn/false_negative": 0.12120690875037363, "mask_rcnn/false_positive": 0.15173022035830344, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5674390270014555, "total_loss": 1.4345701029960765} {"data_time": 0.013393217999691842, "eta_seconds": 136172.96951457235, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.4412943871706758, "fast_rcnn/fg_cls_accuracy": 0.5108695652173914, "iteration": 28999, "loss_box_reg": 0.2661092709749937, "loss_cls": 0.2508224416524172, "loss_mask": 0.28147047758102417, "loss_rpn_cls": 0.055991056316997856, "loss_rpn_loc": 0.07746215438237414, "loss_sem_seg": 0.4154225829988718, "lr": 0.02, "mask_rcnn/accuracy": 0.8813565051020409, "mask_rcnn/false_negative": 0.09314771239994554, "mask_rcnn/false_positive": 0.13940201701024074, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.558298690501033, "total_loss": 1.356908240413759} {"data_time": 0.013233045499873697, "eta_seconds": 136182.33880430728, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.35275835275835277, "fast_rcnn/fg_cls_accuracy": 0.5956065641877857, "iteration": 29019, "loss_box_reg": 0.25776485493406653, "loss_cls": 0.25683273561298847, "loss_mask": 0.2760248761624098, "loss_rpn_cls": 0.062423483599559404, "loss_rpn_loc": 0.08616393560077995, "loss_sem_seg": 0.3952505039051175, "lr": 0.02, "mask_rcnn/accuracy": 0.8893687707641196, "mask_rcnn/false_negative": 0.09534096465465847, "mask_rcnn/false_positive": 0.13348783710596762, "roi_head/num_bg_samples": 458.5, "roi_head/num_fg_samples": 53.5, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.565627719000986, "total_loss": 1.3428615446900949} {"data_time": 0.012134653499742853, "eta_seconds": 136320.84626530198, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.4277777777777778, "fast_rcnn/fg_cls_accuracy": 0.5701388888888889, "iteration": 29039, "loss_box_reg": 0.2630731468088925, "loss_cls": 0.2696136136073619, "loss_mask": 0.28597824089229107, "loss_rpn_cls": 0.05965688364813104, "loss_rpn_loc": 0.09413032297743484, "loss_sem_seg": 0.36845351941883564, "lr": 0.02, "mask_rcnn/accuracy": 0.8864785520186336, "mask_rcnn/false_negative": 0.11996111528359275, "mask_rcnn/false_positive": 0.1187676504357284, "roi_head/num_bg_samples": 473.0, "roi_head/num_fg_samples": 39.0, "rpn/num_neg_anchors": 236.25, "rpn/num_pos_anchors": 19.75, "time": 0.5722703089995775, "total_loss": 1.3222784470417537} {"data_time": 0.013396090998867294, "eta_seconds": 136387.77359704333, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.45657820440429137, "fast_rcnn/fg_cls_accuracy": 0.5047169811320755, "iteration": 29059, "loss_box_reg": 0.26546703558415174, "loss_cls": 0.27012283727526665, "loss_mask": 0.2838427657261491, "loss_rpn_cls": 0.057600674917921424, "loss_rpn_loc": 0.08038362918887287, "loss_sem_seg": 0.43644796684384346, "lr": 0.02, "mask_rcnn/accuracy": 0.8629264549226284, "mask_rcnn/false_negative": 0.12144815625021749, "mask_rcnn/false_positive": 0.14473501532504565, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5654910940011177, "total_loss": 1.4433618352995836} {"data_time": 0.012769424998623435, "eta_seconds": 136436.51888289658, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.5190413301868411, "fast_rcnn/fg_cls_accuracy": 0.4557502246181492, "iteration": 29079, "loss_box_reg": 0.28009453462436795, "loss_cls": 0.25746459420770407, "loss_mask": 0.3061659634113312, "loss_rpn_cls": 0.06432278652209789, "loss_rpn_loc": 0.0908779555466026, "loss_sem_seg": 0.4184944201260805, "lr": 0.02, "mask_rcnn/accuracy": 0.868357119971622, "mask_rcnn/false_negative": 0.1351470484245339, "mask_rcnn/false_positive": 0.14711814957294939, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.580159930001173, "total_loss": 1.3665497649926692} {"data_time": 0.012350289998721564, "eta_seconds": 136472.13858080393, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.4044523246650906, "fast_rcnn/fg_cls_accuracy": 0.5739222829386763, "iteration": 29099, "loss_box_reg": 0.24633896024897695, "loss_cls": 0.24403361603617668, "loss_mask": 0.269745078869164, "loss_rpn_cls": 0.056355805369094014, "loss_rpn_loc": 0.08523856895044446, "loss_sem_seg": 0.40973467472940683, "lr": 0.02, "mask_rcnn/accuracy": 0.8675853430911371, "mask_rcnn/false_negative": 0.10839084118246903, "mask_rcnn/false_positive": 0.1673014691506538, "roi_head/num_bg_samples": 464.5, "roi_head/num_fg_samples": 47.5, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5692870375005441, "total_loss": 1.3132297511619981} {"data_time": 0.01141388799987908, "eta_seconds": 136433.81651769672, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.3821428571428571, "fast_rcnn/fg_cls_accuracy": 0.5812156862745098, "iteration": 29119, "loss_box_reg": 0.2566273850388825, "loss_cls": 0.23718168609775603, "loss_mask": 0.2853819774463773, "loss_rpn_cls": 0.06425818405114114, "loss_rpn_loc": 0.09179695148486644, "loss_sem_seg": 0.4714557742699981, "lr": 0.02, "mask_rcnn/accuracy": 0.8713329081632653, "mask_rcnn/false_negative": 0.11357279620564292, "mask_rcnn/false_positive": 0.15620852798356363, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5639712649990543, "total_loss": 1.4005569962901063} {"data_time": 0.012331163001363166, "eta_seconds": 136398.05892763528, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.4260199690135996, "fast_rcnn/fg_cls_accuracy": 0.4738714522887185, "iteration": 29139, "loss_box_reg": 0.2833495852537453, "loss_cls": 0.263154202606529, "loss_mask": 0.2867883685976267, "loss_rpn_cls": 0.05816077039344236, "loss_rpn_loc": 0.07631252985447645, "loss_sem_seg": 0.4021543546114117, "lr": 0.02, "mask_rcnn/accuracy": 0.8901960115977512, "mask_rcnn/false_negative": 0.09048443178568982, "mask_rcnn/false_positive": 0.13824670301413178, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5630130244990141, "total_loss": 1.377943196974229} {"data_time": 0.012795161999747506, "eta_seconds": 136347.31773842245, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.39402515723270437, "fast_rcnn/fg_cls_accuracy": 0.5149815121764632, "iteration": 29159, "loss_box_reg": 0.25410966482013464, "loss_cls": 0.23936978774145246, "loss_mask": 0.28344507422298193, "loss_rpn_cls": 0.05297075747512281, "loss_rpn_loc": 0.0757658866350539, "loss_sem_seg": 0.413460623472929, "lr": 0.02, "mask_rcnn/accuracy": 0.8769358162552232, "mask_rcnn/false_negative": 0.09839395123685084, "mask_rcnn/false_positive": 0.16658261500298188, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5666633875007392, "total_loss": 1.315467706270283} {"data_time": 0.012569014998007333, "eta_seconds": 136375.40718095523, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.4392520466385512, "fast_rcnn/fg_cls_accuracy": 0.5556669418563509, "iteration": 29179, "loss_box_reg": 0.24538811342790723, "loss_cls": 0.2567318230867386, "loss_mask": 0.2797622010111809, "loss_rpn_cls": 0.06099919183179736, "loss_rpn_loc": 0.09068424935685471, "loss_sem_seg": 0.4054996003396809, "lr": 0.02, "mask_rcnn/accuracy": 0.8653432315147374, "mask_rcnn/false_negative": 0.11363762280691386, "mask_rcnn/false_positive": 0.14044096185025734, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5657346535008401, "total_loss": 1.3884819358354434} {"data_time": 0.012640232998819556, "eta_seconds": 136350.44498777948, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.4295634920634921, "fast_rcnn/fg_cls_accuracy": 0.5381414701803051, "iteration": 29199, "loss_box_reg": 0.23674733517691493, "loss_cls": 0.23287649266421795, "loss_mask": 0.2860904838889837, "loss_rpn_cls": 0.04858938348479569, "loss_rpn_loc": 0.08460025547537953, "loss_sem_seg": 0.4239185330225155, "lr": 0.02, "mask_rcnn/accuracy": 0.8703447879705593, "mask_rcnn/false_negative": 0.12139876118111251, "mask_rcnn/false_positive": 0.15768604986580814, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5627078224988509, "total_loss": 1.3452574060065672} {"data_time": 0.012702294499831623, "eta_seconds": 136313.34993782244, "fast_rcnn/cls_accuracy": 0.90576171875, "fast_rcnn/false_negative": 0.3850828729281768, "fast_rcnn/fg_cls_accuracy": 0.5238853503184713, "iteration": 29219, "loss_box_reg": 0.2413016390055418, "loss_cls": 0.24687939370051026, "loss_mask": 0.2820778083987534, "loss_rpn_cls": 0.06001740958890878, "loss_rpn_loc": 0.08334598143119365, "loss_sem_seg": 0.39261937234550714, "lr": 0.02, "mask_rcnn/accuracy": 0.8599292308211381, "mask_rcnn/false_negative": 0.11721303252010298, "mask_rcnn/false_positive": 0.15725076333889504, "roi_head/num_bg_samples": 428.25, "roi_head/num_fg_samples": 83.75, "rpn/num_neg_anchors": 206.0, "rpn/num_pos_anchors": 50.0, "time": 0.5753803129991866, "total_loss": 1.3175273141241632} {"data_time": 0.013381727500018314, "eta_seconds": 136341.42956093515, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.39212765957446805, "fast_rcnn/fg_cls_accuracy": 0.5560488607000236, "iteration": 29239, "loss_box_reg": 0.2628343547694385, "loss_cls": 0.2699808496981859, "loss_mask": 0.2840966796502471, "loss_rpn_cls": 0.05926172740873881, "loss_rpn_loc": 0.07908357941778377, "loss_sem_seg": 0.3925022045150399, "lr": 0.02, "mask_rcnn/accuracy": 0.8973116953903655, "mask_rcnn/false_negative": 0.08548461827782128, "mask_rcnn/false_positive": 0.10728212482840663, "roi_head/num_bg_samples": 460.5, "roi_head/num_fg_samples": 51.5, "rpn/num_neg_anchors": 236.0, "rpn/num_pos_anchors": 20.0, "time": 0.5695368730011978, "total_loss": 1.3772075783344917} {"data_time": 0.013225076500020805, "eta_seconds": 136354.5212046065, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.3648128918118534, "fast_rcnn/fg_cls_accuracy": 0.5884581362255298, "iteration": 29259, "loss_box_reg": 0.25523091247305274, "loss_cls": 0.2486027260310948, "loss_mask": 0.2765595866367221, "loss_rpn_cls": 0.05615699532791041, "loss_rpn_loc": 0.07643412542529404, "loss_sem_seg": 0.35914876125752926, "lr": 0.02, "mask_rcnn/accuracy": 0.8764142907993762, "mask_rcnn/false_negative": 0.11314614167677102, "mask_rcnn/false_positive": 0.11846336642699537, "roi_head/num_bg_samples": 457.25, "roi_head/num_fg_samples": 54.75, "rpn/num_neg_anchors": 239.25, "rpn/num_pos_anchors": 16.75, "time": 0.5681132709996746, "total_loss": 1.3471936184796505} {"data_time": 0.012414660499416641, "eta_seconds": 136318.7778142551, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.4007874015748032, "fast_rcnn/fg_cls_accuracy": 0.5025868257543877, "iteration": 29279, "loss_box_reg": 0.24476472474634647, "loss_cls": 0.23815568117424846, "loss_mask": 0.2934316825121641, "loss_rpn_cls": 0.06291587231680751, "loss_rpn_loc": 0.09876374044688419, "loss_sem_seg": 0.3764225416816771, "lr": 0.02, "mask_rcnn/accuracy": 0.881866965290053, "mask_rcnn/false_negative": 0.09393122478402459, "mask_rcnn/false_positive": 0.10936394396569446, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5578722345017013, "total_loss": 1.2952925770077854} {"data_time": 0.01318729299964616, "eta_seconds": 136293.82128397934, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.4081845704144483, "fast_rcnn/fg_cls_accuracy": 0.5704422869471413, "iteration": 29299, "loss_box_reg": 0.23783071711659431, "loss_cls": 0.24561528721824288, "loss_mask": 0.29128167405724525, "loss_rpn_cls": 0.06004086503526196, "loss_rpn_loc": 0.08400632272241637, "loss_sem_seg": 0.4047749601304531, "lr": 0.02, "mask_rcnn/accuracy": 0.8674841975600724, "mask_rcnn/false_negative": 0.12062152433572967, "mask_rcnn/false_positive": 0.14993522296447773, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.565969616500297, "total_loss": 1.3485981673875358} {"data_time": 0.012141605000579148, "eta_seconds": 136240.59722965368, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.4180263157894737, "fast_rcnn/fg_cls_accuracy": 0.521468253968254, "iteration": 29319, "loss_box_reg": 0.24321961821988225, "loss_cls": 0.253698552493006, "loss_mask": 0.2735932292416692, "loss_rpn_cls": 0.0525896234321408, "loss_rpn_loc": 0.06661090988200158, "loss_sem_seg": 0.375477559864521, "lr": 0.02, "mask_rcnn/accuracy": 0.879460170130741, "mask_rcnn/false_negative": 0.08725770545162607, "mask_rcnn/false_positive": 0.15104495012662006, "roi_head/num_bg_samples": 456.25, "roi_head/num_fg_samples": 55.75, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5594336620015383, "total_loss": 1.2671879792178515} {"data_time": 0.01251227149987244, "eta_seconds": 136271.17180245928, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.4226740221905411, "fast_rcnn/fg_cls_accuracy": 0.5491738994039528, "iteration": 29339, "loss_box_reg": 0.2649446912109852, "loss_cls": 0.2660296242684126, "loss_mask": 0.2840504548512399, "loss_rpn_cls": 0.06376999174244702, "loss_rpn_loc": 0.08989413373637944, "loss_sem_seg": 0.43461779365316033, "lr": 0.02, "mask_rcnn/accuracy": 0.871493450200114, "mask_rcnn/false_negative": 0.11654131019064494, "mask_rcnn/false_positive": 0.1442053136912683, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5663025940011721, "total_loss": 1.4015820198110305} {"data_time": 0.013511289998859866, "eta_seconds": 136234.09173642244, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3926126126126126, "fast_rcnn/fg_cls_accuracy": 0.5502702702702703, "iteration": 29359, "loss_box_reg": 0.24356254329904914, "loss_cls": 0.23619075259193778, "loss_mask": 0.27184710558503866, "loss_rpn_cls": 0.050513070658780634, "loss_rpn_loc": 0.07481561915483326, "loss_sem_seg": 0.38391787419095635, "lr": 0.02, "mask_rcnn/accuracy": 0.8772611317254175, "mask_rcnn/false_negative": 0.09644711696515756, "mask_rcnn/false_positive": 0.12589364294003877, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5745730879989424, "total_loss": 1.2628525076434016} {"data_time": 0.013151106501027243, "eta_seconds": 136311.61591402104, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.34468414231364186, "fast_rcnn/fg_cls_accuracy": 0.623922372868482, "iteration": 29379, "loss_box_reg": 0.27330587711185217, "loss_cls": 0.2653884580358863, "loss_mask": 0.28963325172662735, "loss_rpn_cls": 0.06662042194511741, "loss_rpn_loc": 0.09756306954659522, "loss_sem_seg": 0.3837124521378428, "lr": 0.02, "mask_rcnn/accuracy": 0.8678491119262204, "mask_rcnn/false_negative": 0.1220738009897707, "mask_rcnn/false_positive": 0.1484342233564753, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.5730265909987793, "total_loss": 1.4095414626644924} {"data_time": 0.012196863501230837, "eta_seconds": 136250.82257421492, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.36018518518518516, "fast_rcnn/fg_cls_accuracy": 0.5838221673355974, "iteration": 29399, "loss_box_reg": 0.25775428116321564, "loss_cls": 0.25786976842209697, "loss_mask": 0.2755380626767874, "loss_rpn_cls": 0.06008071103133261, "loss_rpn_loc": 0.0808447549934499, "loss_sem_seg": 0.4104499244131148, "lr": 0.02, "mask_rcnn/accuracy": 0.8824102630462054, "mask_rcnn/false_negative": 0.09719943757406697, "mask_rcnn/false_positive": 0.12869254960341944, "roi_head/num_bg_samples": 460.5, "roi_head/num_fg_samples": 51.5, "rpn/num_neg_anchors": 234.25, "rpn/num_pos_anchors": 21.75, "time": 0.5653393440006766, "total_loss": 1.3216602957691066} {"data_time": 0.011721196498911013, "eta_seconds": 136239.49670087488, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.46054394954670874, "fast_rcnn/fg_cls_accuracy": 0.5039022467481278, "iteration": 29419, "loss_box_reg": 0.2516316492110491, "loss_cls": 0.2540133516304195, "loss_mask": 0.2865478750318289, "loss_rpn_cls": 0.05782942066434771, "loss_rpn_loc": 0.07692701678024605, "loss_sem_seg": 0.31751730060204864, "lr": 0.02, "mask_rcnn/accuracy": 0.8874530963178922, "mask_rcnn/false_negative": 0.10426511213242717, "mask_rcnn/false_positive": 0.12253109704992754, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5723749415010388, "total_loss": 1.356817566731479} {"data_time": 0.01191687299979094, "eta_seconds": 136228.17082753486, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.424812030075188, "fast_rcnn/fg_cls_accuracy": 0.5287209960384833, "iteration": 29439, "loss_box_reg": 0.25870931590907276, "loss_cls": 0.2594191508833319, "loss_mask": 0.2888207994401455, "loss_rpn_cls": 0.05610693380003795, "loss_rpn_loc": 0.08526423515286297, "loss_sem_seg": 0.41119642835110426, "lr": 0.02, "mask_rcnn/accuracy": 0.8830570766157501, "mask_rcnn/false_negative": 0.09410821609352928, "mask_rcnn/false_positive": 0.129055829181829, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5661027035021107, "total_loss": 1.357195705641061} {"data_time": 0.012511554001321201, "eta_seconds": 136203.2233578991, "fast_rcnn/cls_accuracy": 0.90478515625, "fast_rcnn/false_negative": 0.43631263766519823, "fast_rcnn/fg_cls_accuracy": 0.5272074854651163, "iteration": 29459, "loss_box_reg": 0.2683801045641303, "loss_cls": 0.26164164394140244, "loss_mask": 0.2854339648038149, "loss_rpn_cls": 0.05324349057627842, "loss_rpn_loc": 0.0919829340709839, "loss_sem_seg": 0.4047313313931227, "lr": 0.02, "mask_rcnn/accuracy": 0.8742319580449549, "mask_rcnn/false_negative": 0.10669315041120409, "mask_rcnn/false_positive": 0.1344631191935216, "roi_head/num_bg_samples": 431.25, "roi_head/num_fg_samples": 80.75, "rpn/num_neg_anchors": 201.5, "rpn/num_pos_anchors": 54.5, "time": 0.5551110559990775, "total_loss": 1.345323908753926} {"data_time": 0.011813381001047674, "eta_seconds": 136166.15613522244, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.39808238636363635, "fast_rcnn/fg_cls_accuracy": 0.5511106927710843, "iteration": 29479, "loss_box_reg": 0.24233265197835863, "loss_cls": 0.24151612119749188, "loss_mask": 0.280947363935411, "loss_rpn_cls": 0.054027235513785854, "loss_rpn_loc": 0.0747780769597739, "loss_sem_seg": 0.3916995646432042, "lr": 0.02, "mask_rcnn/accuracy": 0.8889071757735352, "mask_rcnn/false_negative": 0.09028040727978204, "mask_rcnn/false_positive": 0.12431412623352799, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 0.5565802995006379, "total_loss": 1.341294679848943} {"data_time": 0.014225324999642908, "eta_seconds": 136182.97479773517, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.4123055162659123, "fast_rcnn/fg_cls_accuracy": 0.4935897435897436, "iteration": 29499, "loss_box_reg": 0.25049731507897377, "loss_cls": 0.2628188533708453, "loss_mask": 0.2857430586591363, "loss_rpn_cls": 0.06048335717059672, "loss_rpn_loc": 0.08757247042376548, "loss_sem_seg": 0.40314186504110694, "lr": 0.02, "mask_rcnn/accuracy": 0.8779573644838128, "mask_rcnn/false_negative": 0.12047618808337421, "mask_rcnn/false_positive": 0.1195287129733879, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.5655103414992482, "total_loss": 1.365550292422995} {"data_time": 0.01268847550090868, "eta_seconds": 136287.52406381594, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3807686544800719, "fast_rcnn/fg_cls_accuracy": 0.5503817296301172, "iteration": 29519, "loss_box_reg": 0.27039438346400857, "loss_cls": 0.27004502806812525, "loss_mask": 0.28317670058459044, "loss_rpn_cls": 0.05920024373335764, "loss_rpn_loc": 0.09170861236634664, "loss_sem_seg": 0.3716330877505243, "lr": 0.02, "mask_rcnn/accuracy": 0.8907554057038457, "mask_rcnn/false_negative": 0.10393533884253997, "mask_rcnn/false_positive": 0.12553345617271286, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5787925935001113, "total_loss": 1.3398168196727056} {"data_time": 0.013297580499056494, "eta_seconds": 136359.00605817715, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.43693181818181814, "fast_rcnn/fg_cls_accuracy": 0.5542763157894737, "iteration": 29539, "loss_box_reg": 0.26498086052015424, "loss_cls": 0.26990176923573017, "loss_mask": 0.2826007278636098, "loss_rpn_cls": 0.058241551741957664, "loss_rpn_loc": 0.09963390621123835, "loss_sem_seg": 0.378410167992115, "lr": 0.02, "mask_rcnn/accuracy": 0.8779470650006365, "mask_rcnn/false_negative": 0.10438069818521503, "mask_rcnn/false_positive": 0.12804954870235083, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5824395335002919, "total_loss": 1.3653808188682888} {"data_time": 0.013905380999858608, "eta_seconds": 136292.04409803718, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.3743554006968641, "fast_rcnn/fg_cls_accuracy": 0.5407782347358431, "iteration": 29559, "loss_box_reg": 0.25753979361616075, "loss_cls": 0.2557542398571968, "loss_mask": 0.285179300699383, "loss_rpn_cls": 0.06205825286451727, "loss_rpn_loc": 0.0930305200163275, "loss_sem_seg": 0.3614197941496968, "lr": 0.02, "mask_rcnn/accuracy": 0.8792740287939075, "mask_rcnn/false_negative": 0.11283716577101667, "mask_rcnn/false_positive": 0.13646443619792975, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5614077339996584, "total_loss": 1.3104826448252425} {"data_time": 0.013613638999231625, "eta_seconds": 136253.52033194594, "fast_rcnn/cls_accuracy": 0.89404296875, "fast_rcnn/false_negative": 0.5083505312237254, "fast_rcnn/fg_cls_accuracy": 0.45660398991057094, "iteration": 29579, "loss_box_reg": 0.2514108093455434, "loss_cls": 0.24864859879016876, "loss_mask": 0.2824001722037792, "loss_rpn_cls": 0.062380525982007384, "loss_rpn_loc": 0.07814390596468002, "loss_sem_seg": 0.3865259187296033, "lr": 0.02, "mask_rcnn/accuracy": 0.8582108281422596, "mask_rcnn/false_negative": 0.11469554038315286, "mask_rcnn/false_positive": 0.16475996225236642, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 203.5, "rpn/num_pos_anchors": 52.5, "time": 0.5589964000009786, "total_loss": 1.3631606960843783} {"data_time": 0.013988774500830914, "eta_seconds": 136186.98607913096, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.45075987841945286, "fast_rcnn/fg_cls_accuracy": 0.5492401215805471, "iteration": 29599, "loss_box_reg": 0.2422556858509779, "loss_cls": 0.235742234159261, "loss_mask": 0.2616808330640197, "loss_rpn_cls": 0.051116842369083315, "loss_rpn_loc": 0.08410692136385478, "loss_sem_seg": 0.40081256441771984, "lr": 0.02, "mask_rcnn/accuracy": 0.8781043667466988, "mask_rcnn/false_negative": 0.08835569519142014, "mask_rcnn/false_positive": 0.1281335468339823, "roi_head/num_bg_samples": 460.25, "roi_head/num_fg_samples": 51.75, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5611725154994929, "total_loss": 1.3180073054681998} {"data_time": 0.013609213499876205, "eta_seconds": 136117.61646253773, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.3835000877654906, "fast_rcnn/fg_cls_accuracy": 0.5853264382676148, "iteration": 29619, "loss_box_reg": 0.24437899515032768, "loss_cls": 0.2398270284757018, "loss_mask": 0.26312911603599787, "loss_rpn_cls": 0.05007567137363367, "loss_rpn_loc": 0.07447886106092483, "loss_sem_seg": 0.37187389843165874, "lr": 0.02, "mask_rcnn/accuracy": 0.8894981148196983, "mask_rcnn/false_negative": 0.08156285723736692, "mask_rcnn/false_positive": 0.13475220160456094, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5669317565007077, "total_loss": 1.2670650467189262} {"data_time": 0.013040324998655706, "eta_seconds": 136075.57533362243, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.3594661313512194, "fast_rcnn/fg_cls_accuracy": 0.5734185239556919, "iteration": 29639, "loss_box_reg": 0.25773337902501225, "loss_cls": 0.2465879861265421, "loss_mask": 0.27642232924699783, "loss_rpn_cls": 0.053806499927304685, "loss_rpn_loc": 0.0965482941683149, "loss_sem_seg": 0.37266668723896146, "lr": 0.02, "mask_rcnn/accuracy": 0.8837463861356231, "mask_rcnn/false_negative": 0.10117608254302116, "mask_rcnn/false_positive": 0.12612204491737858, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 234.5, "rpn/num_pos_anchors": 21.5, "time": 0.5631469329982792, "total_loss": 1.304920917202253} {"data_time": 0.012501715498729027, "eta_seconds": 136049.3034028341, "fast_rcnn/cls_accuracy": 0.91357421875, "fast_rcnn/false_negative": 0.41992294991744633, "fast_rcnn/fg_cls_accuracy": 0.5579251513483765, "iteration": 29659, "loss_box_reg": 0.255808072630316, "loss_cls": 0.2586654662154615, "loss_mask": 0.2763702031224966, "loss_rpn_cls": 0.041963582450989634, "loss_rpn_loc": 0.07018852303735912, "loss_sem_seg": 0.4004001086577773, "lr": 0.02, "mask_rcnn/accuracy": 0.8646709641413501, "mask_rcnn/false_negative": 0.10981387329393916, "mask_rcnn/false_positive": 0.16456815533977398, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.570208820499829, "total_loss": 1.3250435643130913} {"data_time": 0.012522705999799655, "eta_seconds": 136037.98204664412, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.38222763237979307, "fast_rcnn/fg_cls_accuracy": 0.5919627027381968, "iteration": 29679, "loss_box_reg": 0.26239341404289007, "loss_cls": 0.2629618663340807, "loss_mask": 0.29796914104372263, "loss_rpn_cls": 0.05029175561503507, "loss_rpn_loc": 0.08990213152719662, "loss_sem_seg": 0.3804392581805587, "lr": 0.02, "mask_rcnn/accuracy": 0.874166159439363, "mask_rcnn/false_negative": 0.10337267786232754, "mask_rcnn/false_positive": 0.14760607192962866, "roi_head/num_bg_samples": 432.75, "roi_head/num_fg_samples": 79.25, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.5632595405022585, "total_loss": 1.3213931126520038} {"data_time": 0.013534429999708664, "eta_seconds": 135921.2740438093, "fast_rcnn/cls_accuracy": 0.90771484375, "fast_rcnn/false_negative": 0.4270050125313283, "fast_rcnn/fg_cls_accuracy": 0.5418300653594771, "iteration": 29699, "loss_box_reg": 0.25795641308650374, "loss_cls": 0.24298806628212333, "loss_mask": 0.29241873510181904, "loss_rpn_cls": 0.0504016506311018, "loss_rpn_loc": 0.07554820817313157, "loss_sem_seg": 0.4228552831336856, "lr": 0.02, "mask_rcnn/accuracy": 0.8808030820241766, "mask_rcnn/false_negative": 0.1240172813791281, "mask_rcnn/false_positive": 0.11665265964734, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5535195694992581, "total_loss": 1.306070685503073} {"data_time": 0.013410457500867778, "eta_seconds": 135884.08295481963, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.46515345268542196, "fast_rcnn/fg_cls_accuracy": 0.4347675879396985, "iteration": 29719, "loss_box_reg": 0.2724503930658102, "loss_cls": 0.2921050466829911, "loss_mask": 0.28925293777137995, "loss_rpn_cls": 0.050448737922124565, "loss_rpn_loc": 0.08421558601548895, "loss_sem_seg": 0.33710393123328686, "lr": 0.02, "mask_rcnn/accuracy": 0.85039933151413, "mask_rcnn/false_negative": 0.142938863375549, "mask_rcnn/false_positive": 0.20281623065782195, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5701039109990234, "total_loss": 1.3125035903649405} {"data_time": 0.012706898001852096, "eta_seconds": 135917.39523866586, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.41657417684054754, "fast_rcnn/fg_cls_accuracy": 0.5518231941806051, "iteration": 29739, "loss_box_reg": 0.24971917318180203, "loss_cls": 0.24944749753922224, "loss_mask": 0.28150966856628656, "loss_rpn_cls": 0.05064823152497411, "loss_rpn_loc": 0.07683993771206588, "loss_sem_seg": 0.3494006870314479, "lr": 0.02, "mask_rcnn/accuracy": 0.8635371977309876, "mask_rcnn/false_negative": 0.10016843432458902, "mask_rcnn/false_positive": 0.1413723181972509, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5751429520005331, "total_loss": 1.261046644533053} {"data_time": 0.012807212498955778, "eta_seconds": 135950.18525644494, "fast_rcnn/cls_accuracy": 0.91162109375, "fast_rcnn/false_negative": 0.42905936638053255, "fast_rcnn/fg_cls_accuracy": 0.5548500590967813, "iteration": 29759, "loss_box_reg": 0.2614533924497664, "loss_cls": 0.25394262582995, "loss_mask": 0.2800799924880266, "loss_rpn_cls": 0.057619498285930604, "loss_rpn_loc": 0.07964316746802069, "loss_sem_seg": 0.42183615546673536, "lr": 0.02, "mask_rcnn/accuracy": 0.8736446225057741, "mask_rcnn/false_negative": 0.10984059162289089, "mask_rcnn/false_positive": 0.13238363378690837, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.573210360498706, "total_loss": 1.2983634261618135} {"data_time": 0.012904341498142458, "eta_seconds": 135876.0237039293, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.3847826086956522, "fast_rcnn/fg_cls_accuracy": 0.5753623188405796, "iteration": 29779, "loss_box_reg": 0.26251807902008295, "loss_cls": 0.2565165162086487, "loss_mask": 0.2824794175103307, "loss_rpn_cls": 0.053236584935802966, "loss_rpn_loc": 0.07550924658426084, "loss_sem_seg": 0.3524625124409795, "lr": 0.02, "mask_rcnn/accuracy": 0.9036964883609694, "mask_rcnn/false_negative": 0.07203703295530986, "mask_rcnn/false_positive": 0.1323714708906847, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5622053209990554, "total_loss": 1.2893696998944506} {"data_time": 0.012835844998335233, "eta_seconds": 135883.45280225578, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.3388520971302428, "fast_rcnn/fg_cls_accuracy": 0.6028633675692499, "iteration": 29799, "loss_box_reg": 0.2501711780205369, "loss_cls": 0.2504394263960421, "loss_mask": 0.28365174401551485, "loss_rpn_cls": 0.0552640036912635, "loss_rpn_loc": 0.0896636334946379, "loss_sem_seg": 0.3735491489060223, "lr": 0.02, "mask_rcnn/accuracy": 0.8813037799012222, "mask_rcnn/false_negative": 0.10942346676211796, "mask_rcnn/false_positive": 0.12135064569034965, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5738031255023088, "total_loss": 1.3301377441093791} {"data_time": 0.011953676999837626, "eta_seconds": 135797.72133590427, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.4607692307692308, "fast_rcnn/fg_cls_accuracy": 0.48372781065088755, "iteration": 29819, "loss_box_reg": 0.26032346021384, "loss_cls": 0.23567908257246017, "loss_mask": 0.2818396342918277, "loss_rpn_cls": 0.04850591153081041, "loss_rpn_loc": 0.07670067696017213, "loss_sem_seg": 0.38869095174595714, "lr": 0.02, "mask_rcnn/accuracy": 0.874438854518284, "mask_rcnn/false_negative": 0.09924033437569857, "mask_rcnn/false_positive": 0.13679558163948008, "roi_head/num_bg_samples": 468.0, "roi_head/num_fg_samples": 44.0, "rpn/num_neg_anchors": 236.25, "rpn/num_pos_anchors": 19.75, "time": 0.5568977809998614, "total_loss": 1.285635226406157} {"data_time": 0.01167156700103078, "eta_seconds": 135958.24173776794, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.43437278525868184, "fast_rcnn/fg_cls_accuracy": 0.5191176470588236, "iteration": 29839, "loss_box_reg": 0.2505775624886155, "loss_cls": 0.23571226629428566, "loss_mask": 0.26472616381943226, "loss_rpn_cls": 0.04100795337581076, "loss_rpn_loc": 0.0624302375363186, "loss_sem_seg": 0.38126880023628473, "lr": 0.02, "mask_rcnn/accuracy": 0.8949816313960139, "mask_rcnn/false_negative": 0.08946754652204036, "mask_rcnn/false_positive": 0.11440125798684492, "roi_head/num_bg_samples": 455.5, "roi_head/num_fg_samples": 56.5, "rpn/num_neg_anchors": 234.5, "rpn/num_pos_anchors": 21.5, "time": 0.5754442574998393, "total_loss": 1.236151983961463} {"data_time": 0.012929048501973739, "eta_seconds": 135946.91947963796, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3995647164255537, "fast_rcnn/fg_cls_accuracy": 0.5529343784544267, "iteration": 29859, "loss_box_reg": 0.26250373967923224, "loss_cls": 0.24573298078030348, "loss_mask": 0.28758204262703657, "loss_rpn_cls": 0.04979237640509382, "loss_rpn_loc": 0.08388872991781682, "loss_sem_seg": 0.3852546885609627, "lr": 0.02, "mask_rcnn/accuracy": 0.8772969360616587, "mask_rcnn/false_negative": 0.10268916832061917, "mask_rcnn/false_positive": 0.13198835602225475, "roi_head/num_bg_samples": 458.5, "roi_head/num_fg_samples": 53.5, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.5610272824978892, "total_loss": 1.2991801244679664} {"data_time": 0.01234850650143926, "eta_seconds": 135984.23517094212, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.41982531311799604, "fast_rcnn/fg_cls_accuracy": 0.5188926790868538, "iteration": 29879, "loss_box_reg": 0.2624459925573319, "loss_cls": 0.2419179561547935, "loss_mask": 0.2849959395825863, "loss_rpn_cls": 0.04472970589995384, "loss_rpn_loc": 0.06524791471019853, "loss_sem_seg": 0.3336356207728386, "lr": 0.02, "mask_rcnn/accuracy": 0.8760454575186718, "mask_rcnn/false_negative": 0.11357790209622773, "mask_rcnn/false_positive": 0.1420678246696433, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.568452139998044, "total_loss": 1.2240434188279323} {"data_time": 0.011765423500037286, "eta_seconds": 135902.79840914774, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.3836336336336337, "fast_rcnn/fg_cls_accuracy": 0.5445035460992909, "iteration": 29899, "loss_box_reg": 0.23715341044589877, "loss_cls": 0.24631528928875923, "loss_mask": 0.28503538109362125, "loss_rpn_cls": 0.05531529081054032, "loss_rpn_loc": 0.07970515705528669, "loss_sem_seg": 0.3817161535844207, "lr": 0.02, "mask_rcnn/accuracy": 0.8798382241095195, "mask_rcnn/false_negative": 0.11109802464905814, "mask_rcnn/false_positive": 0.11190780021664702, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 235.5, "rpn/num_pos_anchors": 20.5, "time": 0.5606839064985252, "total_loss": 1.3001838400377892} {"data_time": 0.012591632001203834, "eta_seconds": 136027.92125420802, "fast_rcnn/cls_accuracy": 0.8974609375, "fast_rcnn/false_negative": 0.44010416666666663, "fast_rcnn/fg_cls_accuracy": 0.543479694092827, "iteration": 29919, "loss_box_reg": 0.2640883754938841, "loss_cls": 0.25751287396997213, "loss_mask": 0.2770515400916338, "loss_rpn_cls": 0.0527286618744256, "loss_rpn_loc": 0.09461205260595307, "loss_sem_seg": 0.4088420355692506, "lr": 0.02, "mask_rcnn/accuracy": 0.8635794285486933, "mask_rcnn/false_negative": 0.11302746885700499, "mask_rcnn/false_positive": 0.16753403864508576, "roi_head/num_bg_samples": 429.0, "roi_head/num_fg_samples": 83.0, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 0.5724824009994336, "total_loss": 1.409696146438364} {"data_time": 0.012840716499340488, "eta_seconds": 136099.93859754392, "fast_rcnn/cls_accuracy": 0.91015625, "fast_rcnn/false_negative": 0.4530484676027429, "fast_rcnn/fg_cls_accuracy": 0.5183933704360589, "iteration": 29939, "loss_box_reg": 0.275068998336792, "loss_cls": 0.2775846333242953, "loss_mask": 0.28632902167737484, "loss_rpn_cls": 0.05282926035579294, "loss_rpn_loc": 0.08723965520039201, "loss_sem_seg": 0.35163636482320726, "lr": 0.02, "mask_rcnn/accuracy": 0.8723948441474729, "mask_rcnn/false_negative": 0.08889152126288397, "mask_rcnn/false_positive": 0.14451479315079474, "roi_head/num_bg_samples": 430.5, "roi_head/num_fg_samples": 81.5, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5729630144996918, "total_loss": 1.3147169291041791} {"data_time": 0.012433531001079245, "eta_seconds": 136175.33623340214, "fast_rcnn/cls_accuracy": 0.90380859375, "fast_rcnn/false_negative": 0.4567357850808555, "fast_rcnn/fg_cls_accuracy": 0.47, "iteration": 29959, "loss_box_reg": 0.2518977075815201, "loss_cls": 0.2494610862340778, "loss_mask": 0.27754554338753223, "loss_rpn_cls": 0.04948478995356709, "loss_rpn_loc": 0.07804987131385133, "loss_sem_seg": 0.3733864016830921, "lr": 0.02, "mask_rcnn/accuracy": 0.8665107190379587, "mask_rcnn/false_negative": 0.1166403081341748, "mask_rcnn/false_positive": 0.15475151819507588, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.5842343069998606, "total_loss": 1.3206883892416954} {"data_time": 0.013112059497871087, "eta_seconds": 136172.27407202503, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.38875051888750517, "fast_rcnn/fg_cls_accuracy": 0.5762106887902759, "iteration": 29979, "loss_box_reg": 0.2504227957688272, "loss_cls": 0.27229470759630203, "loss_mask": 0.2808871800079942, "loss_rpn_cls": 0.046685515582794324, "loss_rpn_loc": 0.08355952958663693, "loss_sem_seg": 0.44345045275986195, "lr": 0.02, "mask_rcnn/accuracy": 0.8751385519748612, "mask_rcnn/false_negative": 0.0860198511388558, "mask_rcnn/false_positive": 0.13636825992175122, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5752230590005638, "total_loss": 1.411505453812424} {"data_time": 0.012598363997312845, "eta_seconds": 136182.83838625462, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3510975094976784, "fast_rcnn/fg_cls_accuracy": 0.6124866038306175, "iteration": 29999, "loss_box_reg": 0.24976048548705876, "loss_cls": 0.241986877983436, "loss_mask": 0.2878467161208391, "loss_rpn_cls": 0.053414508409332484, "loss_rpn_loc": 0.07114522252231836, "loss_sem_seg": 0.33127578534185886, "lr": 0.02, "mask_rcnn/accuracy": 0.8889172401381068, "mask_rcnn/false_negative": 0.10415399928647472, "mask_rcnn/false_positive": 0.13220565486250557, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5687468160012941, "total_loss": 1.2664230514201336} {"data_time": 0.012937513500219211, "eta_seconds": 136149.58067868493, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.49248063193073066, "fast_rcnn/fg_cls_accuracy": 0.40144927536231884, "iteration": 30019, "loss_box_reg": 0.24800265301018953, "loss_cls": 0.25839594285935163, "loss_mask": 0.281994859687984, "loss_rpn_cls": 0.05159983114572242, "loss_rpn_loc": 0.07172270055161789, "loss_sem_seg": 0.3718417244963348, "lr": 0.02, "mask_rcnn/accuracy": 0.8717021916068746, "mask_rcnn/false_negative": 0.10836709745136068, "mask_rcnn/false_positive": 0.140412878322828, "roi_head/num_bg_samples": 457.75, "roi_head/num_fg_samples": 54.25, "rpn/num_neg_anchors": 234.5, "rpn/num_pos_anchors": 21.5, "time": 0.5576275094990706, "total_loss": 1.306457591126673} {"data_time": 0.013153786001566914, "eta_seconds": 136043.24469949404, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3698216422588182, "fast_rcnn/fg_cls_accuracy": 0.5968699406368052, "iteration": 30039, "loss_box_reg": 0.257283438462764, "loss_cls": 0.25169631792232394, "loss_mask": 0.28451441321522, "loss_rpn_cls": 0.049646917497739196, "loss_rpn_loc": 0.10238500515697524, "loss_sem_seg": 0.3540711058303714, "lr": 0.02, "mask_rcnn/accuracy": 0.8728842117742106, "mask_rcnn/false_negative": 0.10359498411256149, "mask_rcnn/false_positive": 0.13858455092388552, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 0.5572468344980734, "total_loss": 1.3004956392687745} {"data_time": 0.012000909500784473, "eta_seconds": 136031.90591988407, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.3414585494295061, "fast_rcnn/fg_cls_accuracy": 0.5638407857327474, "iteration": 30059, "loss_box_reg": 0.2667381577193737, "loss_cls": 0.26891866233199835, "loss_mask": 0.28768207505345345, "loss_rpn_cls": 0.05593145271996036, "loss_rpn_loc": 0.0842915260582231, "loss_sem_seg": 0.37470790510997176, "lr": 0.02, "mask_rcnn/accuracy": 0.8796156864962217, "mask_rcnn/false_negative": 0.09253785158148412, "mask_rcnn/false_positive": 0.15182476478392368, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5662134850008442, "total_loss": 1.3169201986747794} {"data_time": 0.01236488650101819, "eta_seconds": 135787.99636036775, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.42292807594012416, "fast_rcnn/fg_cls_accuracy": 0.5347826086956522, "iteration": 30079, "loss_box_reg": 0.2600303594954312, "loss_cls": 0.2502323375083506, "loss_mask": 0.28566858638077974, "loss_rpn_cls": 0.04914322670083493, "loss_rpn_loc": 0.09136406204197556, "loss_sem_seg": 0.35747260320931673, "lr": 0.02, "mask_rcnn/accuracy": 0.8741257016436894, "mask_rcnn/false_negative": 0.10059938954861156, "mask_rcnn/false_positive": 0.13272187737370694, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5595245259992225, "total_loss": 1.2943374336755369} {"data_time": 0.012558020500364364, "eta_seconds": 135789.59371744786, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.38895348837209304, "fast_rcnn/fg_cls_accuracy": 0.5744830827067668, "iteration": 30099, "loss_box_reg": 0.27090064249932766, "loss_cls": 0.2736642346717417, "loss_mask": 0.29290409479290247, "loss_rpn_cls": 0.05119555612327531, "loss_rpn_loc": 0.07868969673290849, "loss_sem_seg": 0.3563605370000005, "lr": 0.02, "mask_rcnn/accuracy": 0.894297553507569, "mask_rcnn/false_negative": 0.10737041331449503, "mask_rcnn/false_positive": 0.12215217050620589, "roi_head/num_bg_samples": 459.25, "roi_head/num_fg_samples": 52.75, "rpn/num_neg_anchors": 238.5, "rpn/num_pos_anchors": 17.5, "time": 0.5717473035001603, "total_loss": 1.361066591925919} {"data_time": 0.012868847501522396, "eta_seconds": 135702.4264747354, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.4335652372262774, "fast_rcnn/fg_cls_accuracy": 0.48413751174487374, "iteration": 30119, "loss_box_reg": 0.22563474671915174, "loss_cls": 0.2296906732954085, "loss_mask": 0.2823786623775959, "loss_rpn_cls": 0.05063894932391122, "loss_rpn_loc": 0.09158618963556364, "loss_sem_seg": 0.3859143164008856, "lr": 0.02, "mask_rcnn/accuracy": 0.8638817080324019, "mask_rcnn/false_negative": 0.12004127125776323, "mask_rcnn/false_positive": 0.13645619257125585, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5501752924992616, "total_loss": 1.2722109919996} {"data_time": 0.013082185500024934, "eta_seconds": 135709.98411261977, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.37652372062376455, "fast_rcnn/fg_cls_accuracy": 0.5303410794602699, "iteration": 30139, "loss_box_reg": 0.26385299069806933, "loss_cls": 0.24813194293528795, "loss_mask": 0.2833949150517583, "loss_rpn_cls": 0.050753196788718924, "loss_rpn_loc": 0.08647363833733834, "loss_sem_seg": 0.39413670217618346, "lr": 0.02, "mask_rcnn/accuracy": 0.8777913228688605, "mask_rcnn/false_negative": 0.0934133317397654, "mask_rcnn/false_positive": 0.13867054023604702, "roi_head/num_bg_samples": 461.25, "roi_head/num_fg_samples": 50.75, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5635477859996172, "total_loss": 1.284845709684305} {"data_time": 0.012882836499557015, "eta_seconds": 135688.53343263926, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.4201451410487259, "fast_rcnn/fg_cls_accuracy": 0.5554878048780488, "iteration": 30159, "loss_box_reg": 0.2342291371896863, "loss_cls": 0.2384176175110042, "loss_mask": 0.27197316009551287, "loss_rpn_cls": 0.054578624840360135, "loss_rpn_loc": 0.07626657374203205, "loss_sem_seg": 0.39030770771205425, "lr": 0.02, "mask_rcnn/accuracy": 0.8841699440192744, "mask_rcnn/false_negative": 0.09442029176899414, "mask_rcnn/false_positive": 0.1448611337506456, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 0.5610206755009131, "total_loss": 1.269811839418253} {"data_time": 0.012384628000290832, "eta_seconds": 135712.51109671488, "fast_rcnn/cls_accuracy": 0.90576171875, "fast_rcnn/false_negative": 0.4256375382522951, "fast_rcnn/fg_cls_accuracy": 0.551972525537161, "iteration": 30179, "loss_box_reg": 0.27086952654644847, "loss_cls": 0.2601471380330622, "loss_mask": 0.29519122559577227, "loss_rpn_cls": 0.05432966572698206, "loss_rpn_loc": 0.08930298569612205, "loss_sem_seg": 0.37181373219937086, "lr": 0.02, "mask_rcnn/accuracy": 0.8576858108108109, "mask_rcnn/false_negative": 0.1043139850436536, "mask_rcnn/false_positive": 0.16674139143751127, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.571671964997222, "total_loss": 1.375647752720397} {"data_time": 0.014906578000591253, "eta_seconds": 135754.44109142822, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.35073815947242204, "fast_rcnn/fg_cls_accuracy": 0.4963924963924964, "iteration": 30199, "loss_box_reg": 0.2551232324913144, "loss_cls": 0.23205027962103486, "loss_mask": 0.2708958024159074, "loss_rpn_cls": 0.05185037077171728, "loss_rpn_loc": 0.09604480274720117, "loss_sem_seg": 0.37664934527128935, "lr": 0.02, "mask_rcnn/accuracy": 0.8743232619462753, "mask_rcnn/false_negative": 0.11723039065105689, "mask_rcnn/false_positive": 0.12633010618784277, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.5724835450000683, "total_loss": 1.3351529896317516} {"data_time": 0.01360050350012898, "eta_seconds": 135743.1188332982, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.41512195121951223, "fast_rcnn/fg_cls_accuracy": 0.5434755134281201, "iteration": 30219, "loss_box_reg": 0.23339447635225952, "loss_cls": 0.23641790822148323, "loss_mask": 0.2755110478028655, "loss_rpn_cls": 0.055717377399560064, "loss_rpn_loc": 0.08641262876335531, "loss_sem_seg": 0.4330974428448826, "lr": 0.02, "mask_rcnn/accuracy": 0.8746604841123441, "mask_rcnn/false_negative": 0.08776110005886133, "mask_rcnn/false_positive": 0.14024714094121446, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5706982069987134, "total_loss": 1.3212740664966987} {"data_time": 0.012918948998049018, "eta_seconds": 135762.65117852626, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.423861852433281, "fast_rcnn/fg_cls_accuracy": 0.5274725274725275, "iteration": 30239, "loss_box_reg": 0.2543886322528124, "loss_cls": 0.26878814911469817, "loss_mask": 0.28405366372317076, "loss_rpn_cls": 0.05652019678382203, "loss_rpn_loc": 0.08321119705215096, "loss_sem_seg": 0.3651787284761667, "lr": 0.02, "mask_rcnn/accuracy": 0.8768699284638182, "mask_rcnn/false_negative": 0.10751820106481015, "mask_rcnn/false_positive": 0.13557329708039623, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5713804379993235, "total_loss": 1.3254361789149698} {"data_time": 0.012223939998875721, "eta_seconds": 135631.95906318925, "fast_rcnn/cls_accuracy": 0.91015625, "fast_rcnn/false_negative": 0.4441004741565109, "fast_rcnn/fg_cls_accuracy": 0.4740512602662135, "iteration": 30259, "loss_box_reg": 0.2514956290833652, "loss_cls": 0.25797529332339764, "loss_mask": 0.27141085360199213, "loss_rpn_cls": 0.04513849389331881, "loss_rpn_loc": 0.07368515495909378, "loss_sem_seg": 0.3948573204688728, "lr": 0.02, "mask_rcnn/accuracy": 0.8833550993341635, "mask_rcnn/false_negative": 0.09812372067880776, "mask_rcnn/false_positive": 0.1647240630475706, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5541512529998727, "total_loss": 1.3269860814907588} {"data_time": 0.012406050998833962, "eta_seconds": 135611.3307887829, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.4497144670050761, "fast_rcnn/fg_cls_accuracy": 0.5047921071176885, "iteration": 30279, "loss_box_reg": 0.21614736784249544, "loss_cls": 0.23131392570212483, "loss_mask": 0.2738171825185418, "loss_rpn_cls": 0.05522349468083121, "loss_rpn_loc": 0.08057279681088403, "loss_sem_seg": 0.38633736269548535, "lr": 0.02, "mask_rcnn/accuracy": 0.8784396340503414, "mask_rcnn/false_negative": 0.0930118229713418, "mask_rcnn/false_positive": 0.14701342145546115, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5504256309995981, "total_loss": 1.2618520773103228} {"data_time": 0.012397435000821133, "eta_seconds": 135573.8082640529, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.33920187793427226, "fast_rcnn/fg_cls_accuracy": 0.6051424828037995, "iteration": 30299, "loss_box_reg": 0.2409178160596639, "loss_cls": 0.24852473009377718, "loss_mask": 0.2818938083946705, "loss_rpn_cls": 0.05141644144896418, "loss_rpn_loc": 0.08254502607451286, "loss_sem_seg": 0.44273707550019026, "lr": 0.02, "mask_rcnn/accuracy": 0.8958009992607603, "mask_rcnn/false_negative": 0.09412010049087462, "mask_rcnn/false_positive": 0.15339187661672937, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5635288635003235, "total_loss": 1.390504714101553} {"data_time": 0.01246275050107215, "eta_seconds": 135533.1722227745, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.36237373737373735, "fast_rcnn/fg_cls_accuracy": 0.5192592592592593, "iteration": 30319, "loss_box_reg": 0.2609454970806837, "loss_cls": 0.25587353203445673, "loss_mask": 0.2903646300546825, "loss_rpn_cls": 0.057587659219279885, "loss_rpn_loc": 0.0998374690534547, "loss_sem_seg": 0.3919997033663094, "lr": 0.02, "mask_rcnn/accuracy": 0.8855726850748353, "mask_rcnn/false_negative": 0.09708964370305195, "mask_rcnn/false_positive": 0.13715119614710553, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5584206385010475, "total_loss": 1.372309007885633} {"data_time": 0.012692464499195921, "eta_seconds": 135551.18444383287, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.39502164502164505, "fast_rcnn/fg_cls_accuracy": 0.561532507739938, "iteration": 30339, "loss_box_reg": 0.24813257064670324, "loss_cls": 0.23692632908932865, "loss_mask": 0.2936498252674937, "loss_rpn_cls": 0.052903570409398526, "loss_rpn_loc": 0.07262200850527734, "loss_sem_seg": 0.3782307328656316, "lr": 0.02, "mask_rcnn/accuracy": 0.8692459279193974, "mask_rcnn/false_negative": 0.12664630405919103, "mask_rcnn/false_positive": 0.1341794761180935, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5705125335007324, "total_loss": 1.3022428900003433} {"data_time": 0.013427846499325824, "eta_seconds": 135464.78665794514, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.36477987421383645, "fast_rcnn/fg_cls_accuracy": 0.5585477415666095, "iteration": 30359, "loss_box_reg": 0.2696842919103801, "loss_cls": 0.2580088465474546, "loss_mask": 0.29123673494905233, "loss_rpn_cls": 0.05471172108082101, "loss_rpn_loc": 0.08490837144199759, "loss_sem_seg": 0.36960271652787924, "lr": 0.02, "mask_rcnn/accuracy": 0.8710944303509901, "mask_rcnn/false_negative": 0.09489372187442816, "mask_rcnn/false_positive": 0.15498010350583813, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5677953575013817, "total_loss": 1.3955611542332917} {"data_time": 0.014024179499756428, "eta_seconds": 135361.18367789287, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.44573617588274483, "fast_rcnn/fg_cls_accuracy": 0.5283083553727104, "iteration": 30379, "loss_box_reg": 0.2476179152727127, "loss_cls": 0.26440756651572883, "loss_mask": 0.2796394620090723, "loss_rpn_cls": 0.061233618354890496, "loss_rpn_loc": 0.085996767913457, "loss_sem_seg": 0.3962797448039055, "lr": 0.02, "mask_rcnn/accuracy": 0.8784666856703397, "mask_rcnn/false_negative": 0.1234573028877525, "mask_rcnn/false_positive": 0.1282387241105911, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5539846959982242, "total_loss": 1.334852597268764} {"data_time": 0.013052093499936746, "eta_seconds": 135348.4958122936, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.45864262990455995, "fast_rcnn/fg_cls_accuracy": 0.5193441414885778, "iteration": 30399, "loss_box_reg": 0.23562646750360727, "loss_cls": 0.259095658082515, "loss_mask": 0.2799946013838053, "loss_rpn_cls": 0.0615645443322137, "loss_rpn_loc": 0.10421654186211526, "loss_sem_seg": 0.3499922463670373, "lr": 0.02, "mask_rcnn/accuracy": 0.8703416149068324, "mask_rcnn/false_negative": 0.11860212711965129, "mask_rcnn/false_positive": 0.1417356392613017, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.5646105904997967, "total_loss": 1.3268045721924864} {"data_time": 0.012899255500087747, "eta_seconds": 135338.58779795282, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.41299256694837594, "fast_rcnn/fg_cls_accuracy": 0.5555141579731744, "iteration": 30419, "loss_box_reg": 0.2553504400420934, "loss_cls": 0.24668348021805286, "loss_mask": 0.29296496231108904, "loss_rpn_cls": 0.05585449084173888, "loss_rpn_loc": 0.08772951137507334, "loss_sem_seg": 0.3666163571178913, "lr": 0.02, "mask_rcnn/accuracy": 0.8795371204508968, "mask_rcnn/false_negative": 0.08040338764841812, "mask_rcnn/false_positive": 0.11712629245870565, "roi_head/num_bg_samples": 473.0, "roi_head/num_fg_samples": 39.0, "rpn/num_neg_anchors": 244.0, "rpn/num_pos_anchors": 12.0, "time": 0.5678377729982458, "total_loss": 1.3473913836060092} {"data_time": 0.013315160998899955, "eta_seconds": 135413.07533436816, "fast_rcnn/cls_accuracy": 0.90185546875, "fast_rcnn/false_negative": 0.5156921539230386, "fast_rcnn/fg_cls_accuracy": 0.38851022395326196, "iteration": 30439, "loss_box_reg": 0.25964422104880214, "loss_cls": 0.25756825087592006, "loss_mask": 0.2896760981529951, "loss_rpn_cls": 0.05895709175092634, "loss_rpn_loc": 0.09464750875486061, "loss_sem_seg": 0.384965640027076, "lr": 0.02, "mask_rcnn/accuracy": 0.8530975791842396, "mask_rcnn/false_negative": 0.11016702534872909, "mask_rcnn/false_positive": 0.16101083692216928, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5847162760001083, "total_loss": 1.3616555369226262} {"data_time": 0.013012514000365627, "eta_seconds": 135408.25844004506, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3375342465753425, "fast_rcnn/fg_cls_accuracy": 0.5991455696202532, "iteration": 30459, "loss_box_reg": 0.23829412716440856, "loss_cls": 0.24559507425874472, "loss_mask": 0.2768726833164692, "loss_rpn_cls": 0.05408782424638048, "loss_rpn_loc": 0.07673408300615847, "loss_sem_seg": 0.39985726680606604, "lr": 0.02, "mask_rcnn/accuracy": 0.8862207172517146, "mask_rcnn/false_negative": 0.09616979703520578, "mask_rcnn/false_positive": 0.1265009461346109, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5538658804980514, "total_loss": 1.3176812247256748} {"data_time": 0.012479294999138801, "eta_seconds": 135442.69651733417, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.3493022464261403, "fast_rcnn/fg_cls_accuracy": 0.5578093306288032, "iteration": 30479, "loss_box_reg": 0.25650106905959547, "loss_cls": 0.24444731883704662, "loss_mask": 0.2802964122965932, "loss_rpn_cls": 0.049691178272041725, "loss_rpn_loc": 0.07151110674021766, "loss_sem_seg": 0.39524879353120923, "lr": 0.02, "mask_rcnn/accuracy": 0.8963620319716972, "mask_rcnn/false_negative": 0.087191939843447, "mask_rcnn/false_positive": 0.13923210888861276, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5710102339999139, "total_loss": 1.287809262285009} {"data_time": 0.011960490999626927, "eta_seconds": 135431.38705415415, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.37057234094817, "fast_rcnn/fg_cls_accuracy": 0.6079710144927536, "iteration": 30499, "loss_box_reg": 0.2199647673405707, "loss_cls": 0.22753010829910636, "loss_mask": 0.2733820490539074, "loss_rpn_cls": 0.056939623231301084, "loss_rpn_loc": 0.08223930362146348, "loss_sem_seg": 0.3994529340416193, "lr": 0.02, "mask_rcnn/accuracy": 0.8766231198114234, "mask_rcnn/false_negative": 0.11246297825177251, "mask_rcnn/false_positive": 0.11928178745336498, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.565128038999319, "total_loss": 1.289573164875037} {"data_time": 0.01178763299867569, "eta_seconds": 135391.0104647665, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.39286158438005225, "fast_rcnn/fg_cls_accuracy": 0.5786507936507936, "iteration": 30519, "loss_box_reg": 0.25796012906357646, "loss_cls": 0.26618046313524246, "loss_mask": 0.29333582147955894, "loss_rpn_cls": 0.05578039732063189, "loss_rpn_loc": 0.07751260884106159, "loss_sem_seg": 0.45629644207656384, "lr": 0.02, "mask_rcnn/accuracy": 0.8849019871106337, "mask_rcnn/false_negative": 0.10853334129757494, "mask_rcnn/false_positive": 0.1294847006477425, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5704580399997212, "total_loss": 1.4130948109086603} {"data_time": 0.012096073500288185, "eta_seconds": 135267.7464313018, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.41999072356215217, "fast_rcnn/fg_cls_accuracy": 0.45875850340136054, "iteration": 30539, "loss_box_reg": 0.22693034913390875, "loss_cls": 0.24195651430636644, "loss_mask": 0.2760390602052212, "loss_rpn_cls": 0.057176699046976864, "loss_rpn_loc": 0.08019236021209508, "loss_sem_seg": 0.382832043338567, "lr": 0.02, "mask_rcnn/accuracy": 0.8783120580145658, "mask_rcnn/false_negative": 0.12567704553776757, "mask_rcnn/false_positive": 0.12862876859938283, "roi_head/num_bg_samples": 463.75, "roi_head/num_fg_samples": 48.25, "rpn/num_neg_anchors": 239.75, "rpn/num_pos_anchors": 16.25, "time": 0.5417974874999345, "total_loss": 1.2822183839743957} {"data_time": 0.012212203499075258, "eta_seconds": 135256.44874638182, "fast_rcnn/cls_accuracy": 0.90771484375, "fast_rcnn/false_negative": 0.45095693779904306, "fast_rcnn/fg_cls_accuracy": 0.531521242576519, "iteration": 30559, "loss_box_reg": 0.2791225928813219, "loss_cls": 0.2732174643315375, "loss_mask": 0.28863772423937917, "loss_rpn_cls": 0.06284523167414591, "loss_rpn_loc": 0.09278437867760658, "loss_sem_seg": 0.3867805884219706, "lr": 0.02, "mask_rcnn/accuracy": 0.8498713860544218, "mask_rcnn/false_negative": 0.1354403967918434, "mask_rcnn/false_positive": 0.16503061213953568, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 207.0, "rpn/num_pos_anchors": 49.0, "time": 0.564085090001754, "total_loss": 1.4104371579596773} {"data_time": 0.012907195499792579, "eta_seconds": 135245.15106146183, "fast_rcnn/cls_accuracy": 0.90185546875, "fast_rcnn/false_negative": 0.4280851063829787, "fast_rcnn/fg_cls_accuracy": 0.5561656371539694, "iteration": 30579, "loss_box_reg": 0.25434526801109314, "loss_cls": 0.24529536254703999, "loss_mask": 0.2859055018052459, "loss_rpn_cls": 0.052114187892584596, "loss_rpn_loc": 0.08556930889608338, "loss_sem_seg": 0.33902245899662375, "lr": 0.02, "mask_rcnn/accuracy": 0.866053900976136, "mask_rcnn/false_negative": 0.11094004707475519, "mask_rcnn/false_positive": 0.15500226045025228, "roi_head/num_bg_samples": 426.25, "roi_head/num_fg_samples": 85.75, "rpn/num_neg_anchors": 199.5, "rpn/num_pos_anchors": 56.5, "time": 0.5626233604998561, "total_loss": 1.3294093126023654} {"data_time": 0.012351307999779237, "eta_seconds": 135236.41041868896, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3729263306863747, "fast_rcnn/fg_cls_accuracy": 0.6199534161490683, "iteration": 30599, "loss_box_reg": 0.2824082914739847, "loss_cls": 0.27430544467642903, "loss_mask": 0.2935244208201766, "loss_rpn_cls": 0.057947162102209404, "loss_rpn_loc": 0.09088842727942392, "loss_sem_seg": 0.3624315415509045, "lr": 0.02, "mask_rcnn/accuracy": 0.8732480516301616, "mask_rcnn/false_negative": 0.10436209312970234, "mask_rcnn/false_positive": 0.13395516177276123, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 236.5, "rpn/num_pos_anchors": 19.5, "time": 0.5585240674990928, "total_loss": 1.3586826465616468} {"data_time": 0.013284054000905599, "eta_seconds": 135222.55569162185, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.4281506147540983, "fast_rcnn/fg_cls_accuracy": 0.49725274725274726, "iteration": 30619, "loss_box_reg": 0.2401658734306693, "loss_cls": 0.23748272354714572, "loss_mask": 0.28193699195981026, "loss_rpn_cls": 0.04920907999621704, "loss_rpn_loc": 0.08392226370051503, "loss_sem_seg": 0.36330640595406294, "lr": 0.02, "mask_rcnn/accuracy": 0.8857613204995166, "mask_rcnn/false_negative": 0.11510352727882281, "mask_rcnn/false_positive": 0.13976295094832508, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.5609449989988207, "total_loss": 1.2290588266332634} {"data_time": 0.012888997498521348, "eta_seconds": 135230.63978516473, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3736897537489342, "fast_rcnn/fg_cls_accuracy": 0.5508625410733845, "iteration": 30639, "loss_box_reg": 0.2747195325791836, "loss_cls": 0.26698601618409157, "loss_mask": 0.30219953740015626, "loss_rpn_cls": 0.05448585606063716, "loss_rpn_loc": 0.08868230367079377, "loss_sem_seg": 0.4039384596981108, "lr": 0.02, "mask_rcnn/accuracy": 0.8700769797355562, "mask_rcnn/false_negative": 0.10392604148413065, "mask_rcnn/false_positive": 0.14602600123478965, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5812168669999664, "total_loss": 1.4036945280386135} {"data_time": 0.013811441500365618, "eta_seconds": 135114.18828536946, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.36026041666666664, "fast_rcnn/fg_cls_accuracy": 0.5132203389830509, "iteration": 30659, "loss_box_reg": 0.2282233452424407, "loss_cls": 0.2150076199322939, "loss_mask": 0.27986880112439394, "loss_rpn_cls": 0.05335539567749947, "loss_rpn_loc": 0.07997910858830437, "loss_sem_seg": 0.35112667456269264, "lr": 0.02, "mask_rcnn/accuracy": 0.892263986013986, "mask_rcnn/false_negative": 0.09614391937968726, "mask_rcnn/false_positive": 0.12627671237188454, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5446621150003921, "total_loss": 1.2479180057998747} {"data_time": 0.014164382500894135, "eta_seconds": 135102.8977677995, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.3355855855855856, "fast_rcnn/fg_cls_accuracy": 0.6223492723492723, "iteration": 30679, "loss_box_reg": 0.257699356880039, "loss_cls": 0.24608856067061424, "loss_mask": 0.2636988922022283, "loss_rpn_cls": 0.05683223038795404, "loss_rpn_loc": 0.08942509995540604, "loss_sem_seg": 0.34570398880168796, "lr": 0.02, "mask_rcnn/accuracy": 0.8845967337038766, "mask_rcnn/false_negative": 0.09011296599523472, "mask_rcnn/false_positive": 0.14483342998862692, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5637710964983853, "total_loss": 1.2537282415723894} {"data_time": 0.012266874999113497, "eta_seconds": 135152.34914352966, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.41338045634920634, "fast_rcnn/fg_cls_accuracy": 0.5722853535353536, "iteration": 30699, "loss_box_reg": 0.26518825092352927, "loss_cls": 0.2588413408957422, "loss_mask": 0.28938579466193914, "loss_rpn_cls": 0.06018046766985208, "loss_rpn_loc": 0.09823361205053516, "loss_sem_seg": 0.3728648917749524, "lr": 0.02, "mask_rcnn/accuracy": 0.8943577694235589, "mask_rcnn/false_negative": 0.08834672003730337, "mask_rcnn/false_positive": 0.13170605727234308, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5589852334996976, "total_loss": 1.3588663253176492} {"data_time": 0.014016765000633313, "eta_seconds": 135141.05354934966, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.4294905094905095, "fast_rcnn/fg_cls_accuracy": 0.5334727322181423, "iteration": 30719, "loss_box_reg": 0.2401098085101694, "loss_cls": 0.24485826422460377, "loss_mask": 0.2811082024127245, "loss_rpn_cls": 0.0613597736810334, "loss_rpn_loc": 0.09088491022703238, "loss_sem_seg": 0.39902041107416153, "lr": 0.02, "mask_rcnn/accuracy": 0.8770820828331332, "mask_rcnn/false_negative": 0.11886455982121885, "mask_rcnn/false_positive": 0.13527035253226893, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.5666960119997384, "total_loss": 1.314965706464136} {"data_time": 0.012083686500773183, "eta_seconds": 135104.5270456194, "fast_rcnn/cls_accuracy": 0.91015625, "fast_rcnn/false_negative": 0.413712422007941, "fast_rcnn/fg_cls_accuracy": 0.5099582001475289, "iteration": 30739, "loss_box_reg": 0.26914759911596775, "loss_cls": 0.2676555095240474, "loss_mask": 0.27926994394510984, "loss_rpn_cls": 0.04589682532241568, "loss_rpn_loc": 0.09103508756379597, "loss_sem_seg": 0.35126911802217364, "lr": 0.02, "mask_rcnn/accuracy": 0.8784879105850091, "mask_rcnn/false_negative": 0.07728023928220054, "mask_rcnn/false_positive": 0.13563542976478296, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5825922279982478, "total_loss": 1.323416016297415} {"data_time": 0.012413619999279035, "eta_seconds": 135053.50627600422, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.36434769710005194, "fast_rcnn/fg_cls_accuracy": 0.5799169693824597, "iteration": 30759, "loss_box_reg": 0.25154725718311965, "loss_cls": 0.253140389919281, "loss_mask": 0.29156949557363987, "loss_rpn_cls": 0.057096831893431954, "loss_rpn_loc": 0.0927922974806279, "loss_sem_seg": 0.3859598087146878, "lr": 0.02, "mask_rcnn/accuracy": 0.8785844755757095, "mask_rcnn/false_negative": 0.10197742129461229, "mask_rcnn/false_positive": 0.1351904704288247, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.5636444729989307, "total_loss": 1.3175745361950248} {"data_time": 0.012922162501126877, "eta_seconds": 135056.3095779898, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.43242258652094717, "fast_rcnn/fg_cls_accuracy": 0.5388888888888889, "iteration": 30779, "loss_box_reg": 0.2718691900372505, "loss_cls": 0.26538044726476073, "loss_mask": 0.3036961257457733, "loss_rpn_cls": 0.06469928548904136, "loss_rpn_loc": 0.08082509587984532, "loss_sem_seg": 0.3826565737836063, "lr": 0.02, "mask_rcnn/accuracy": 0.8562754698956414, "mask_rcnn/false_negative": 0.12858151250333863, "mask_rcnn/false_positive": 0.1404759760799913, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5763575489982031, "total_loss": 1.3911344459629618} {"data_time": 0.011492370500491234, "eta_seconds": 135035.15466237985, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.3646460843373494, "fast_rcnn/fg_cls_accuracy": 0.6086875, "iteration": 30799, "loss_box_reg": 0.26094614528119564, "loss_cls": 0.25230367411859334, "loss_mask": 0.2899241279810667, "loss_rpn_cls": 0.05766752973431721, "loss_rpn_loc": 0.09087545022339327, "loss_sem_seg": 0.37111758813261986, "lr": 0.02, "mask_rcnn/accuracy": 0.8716486031486597, "mask_rcnn/false_negative": 0.10232744925145745, "mask_rcnn/false_positive": 0.15694917031956324, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 205.75, "rpn/num_pos_anchors": 50.25, "time": 0.565362579000066, "total_loss": 1.3610333211254328} {"data_time": 0.013117841501298244, "eta_seconds": 135071.1394664987, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3588368153585545, "fast_rcnn/fg_cls_accuracy": 0.549124788255223, "iteration": 30819, "loss_box_reg": 0.2433392470702529, "loss_cls": 0.24145284201949835, "loss_mask": 0.27298319805413485, "loss_rpn_cls": 0.046944668516516685, "loss_rpn_loc": 0.07817299745511264, "loss_sem_seg": 0.3881858875975013, "lr": 0.02, "mask_rcnn/accuracy": 0.8865847875854351, "mask_rcnn/false_negative": 0.10074009942325467, "mask_rcnn/false_positive": 0.126015309350539, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5751723919984215, "total_loss": 1.2686243161733728} {"data_time": 0.011873515499246423, "eta_seconds": 135034.46128389132, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.4472513368983957, "fast_rcnn/fg_cls_accuracy": 0.5278635564634899, "iteration": 30839, "loss_box_reg": 0.2335312650538981, "loss_cls": 0.25051944330334663, "loss_mask": 0.2681492790579796, "loss_rpn_cls": 0.055576773796929047, "loss_rpn_loc": 0.0883702791761607, "loss_sem_seg": 0.3453159024938941, "lr": 0.02, "mask_rcnn/accuracy": 0.897966561466685, "mask_rcnn/false_negative": 0.08771394955024053, "mask_rcnn/false_positive": 0.12732248889758235, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5665150259974325, "total_loss": 1.2531004346092232} {"data_time": 0.012439254498531227, "eta_seconds": 135034.95332615075, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3921430582934385, "fast_rcnn/fg_cls_accuracy": 0.5871033938437253, "iteration": 30859, "loss_box_reg": 0.2678629830479622, "loss_cls": 0.2579891858622432, "loss_mask": 0.2817797753959894, "loss_rpn_cls": 0.05578633095137775, "loss_rpn_loc": 0.08434636594029143, "loss_sem_seg": 0.35316340811550617, "lr": 0.02, "mask_rcnn/accuracy": 0.8846614887970036, "mask_rcnn/false_negative": 0.09524703101472212, "mask_rcnn/false_positive": 0.14140889187704708, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.561008076001599, "total_loss": 1.315454100840725} {"data_time": 0.01220075600031123, "eta_seconds": 134985.76529200433, "fast_rcnn/cls_accuracy": 0.9130859375, "fast_rcnn/false_negative": 0.5000653402594009, "fast_rcnn/fg_cls_accuracy": 0.4641911069063387, "iteration": 30879, "loss_box_reg": 0.24510601465590298, "loss_cls": 0.25341434171423316, "loss_mask": 0.27981229964643717, "loss_rpn_cls": 0.05748918326571584, "loss_rpn_loc": 0.08624401161796413, "loss_sem_seg": 0.39166431641206145, "lr": 0.02, "mask_rcnn/accuracy": 0.876795931990954, "mask_rcnn/false_negative": 0.11917140030838859, "mask_rcnn/false_positive": 0.12954066619932547, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.5566303649993642, "total_loss": 1.3301619941048557} {"data_time": 0.012139376000050106, "eta_seconds": 134988.5615243099, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.434885290148448, "fast_rcnn/fg_cls_accuracy": 0.5397919690372521, "iteration": 30899, "loss_box_reg": 0.24952165875583887, "loss_cls": 0.24244097410701215, "loss_mask": 0.29344167839735746, "loss_rpn_cls": 0.049295250675641, "loss_rpn_loc": 0.08560278214281425, "loss_sem_seg": 0.35836559254676104, "lr": 0.02, "mask_rcnn/accuracy": 0.861939735571648, "mask_rcnn/false_negative": 0.11510172397134767, "mask_rcnn/false_positive": 0.1619504951964816, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 234.75, "rpn/num_pos_anchors": 21.25, "time": 0.5623208529978001, "total_loss": 1.2928480420669075} {"data_time": 0.012268525000763475, "eta_seconds": 134961.8953614644, "fast_rcnn/cls_accuracy": 0.90869140625, "fast_rcnn/false_negative": 0.45906432748538006, "fast_rcnn/fg_cls_accuracy": 0.4995142683667274, "iteration": 30919, "loss_box_reg": 0.25853506941348314, "loss_cls": 0.2302413359284401, "loss_mask": 0.2845250964164734, "loss_rpn_cls": 0.05769008619245142, "loss_rpn_loc": 0.07378975744359195, "loss_sem_seg": 0.37040381506085396, "lr": 0.02, "mask_rcnn/accuracy": 0.8710129058237052, "mask_rcnn/false_negative": 0.12465300161572293, "mask_rcnn/false_positive": 0.1349317611841756, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 203.5, "rpn/num_pos_anchors": 52.5, "time": 0.557276625000668, "total_loss": 1.3539481165789766} {"data_time": 0.01207212599911145, "eta_seconds": 134868.79492601528, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.49091846446700504, "fast_rcnn/fg_cls_accuracy": 0.48333333333333334, "iteration": 30939, "loss_box_reg": 0.2599124410189688, "loss_cls": 0.2648242609575391, "loss_mask": 0.2938990332186222, "loss_rpn_cls": 0.05968151570414193, "loss_rpn_loc": 0.08571548131294549, "loss_sem_seg": 0.3770660236477852, "lr": 0.02, "mask_rcnn/accuracy": 0.8736950665221841, "mask_rcnn/false_negative": 0.10742672347617929, "mask_rcnn/false_positive": 0.13424945995671625, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5520078360004845, "total_loss": 1.3333815943187801} {"data_time": 0.011948589499297668, "eta_seconds": 134659.9708609445, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.39098318899643403, "fast_rcnn/fg_cls_accuracy": 0.5557091117041555, "iteration": 30959, "loss_box_reg": 0.27053211897145957, "loss_cls": 0.27393712382763624, "loss_mask": 0.28412085911259055, "loss_rpn_cls": 0.06521437939954922, "loss_rpn_loc": 0.11330214579356834, "loss_sem_seg": 0.3839201917871833, "lr": 0.02, "mask_rcnn/accuracy": 0.8904207058281188, "mask_rcnn/false_negative": 0.08875566413952118, "mask_rcnn/false_positive": 0.10932242164700881, "roi_head/num_bg_samples": 463.75, "roi_head/num_fg_samples": 48.25, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.5569263039997168, "total_loss": 1.3780448176257778} {"data_time": 0.012182739499621675, "eta_seconds": 134618.80145475143, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.4289861970490243, "fast_rcnn/fg_cls_accuracy": 0.5657782008567349, "iteration": 30979, "loss_box_reg": 0.25751872966066003, "loss_cls": 0.24784208182245493, "loss_mask": 0.2797796856611967, "loss_rpn_cls": 0.04949778185982723, "loss_rpn_loc": 0.0846954925218597, "loss_sem_seg": 0.3849025582894683, "lr": 0.02, "mask_rcnn/accuracy": 0.8625223755419158, "mask_rcnn/false_negative": 0.10865802776545157, "mask_rcnn/false_positive": 0.1533290743005144, "roi_head/num_bg_samples": 458.25, "roi_head/num_fg_samples": 53.75, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5578690329984966, "total_loss": 1.2791866401967127} {"data_time": 0.012673693998294766, "eta_seconds": 134576.80998936048, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.40953586497890293, "fast_rcnn/fg_cls_accuracy": 0.567501626545218, "iteration": 30999, "loss_box_reg": 0.23173388792201877, "loss_cls": 0.23962183413095772, "loss_mask": 0.2695531682111323, "loss_rpn_cls": 0.05921987030887976, "loss_rpn_loc": 0.08318914531264454, "loss_sem_seg": 0.3922341512516141, "lr": 0.02, "mask_rcnn/accuracy": 0.8922009009299923, "mask_rcnn/false_negative": 0.1019218209348739, "mask_rcnn/false_positive": 0.12386432974241092, "roi_head/num_bg_samples": 459.5, "roi_head/num_fg_samples": 52.5, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.5564809964998858, "total_loss": 1.2564423529911437} {"data_time": 0.012309031499171397, "eta_seconds": 134565.5483787405, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.38263762855414396, "fast_rcnn/fg_cls_accuracy": 0.5986721611721612, "iteration": 31019, "loss_box_reg": 0.25569983245804906, "loss_cls": 0.24074996472336352, "loss_mask": 0.29154837038367987, "loss_rpn_cls": 0.0646799402020406, "loss_rpn_loc": 0.07720342243555933, "loss_sem_seg": 0.3937439536675811, "lr": 0.02, "mask_rcnn/accuracy": 0.8738322033358799, "mask_rcnn/false_negative": 0.09984637049404235, "mask_rcnn/false_positive": 0.1530487244139314, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.557606794500316, "total_loss": 1.3420200992841274} {"data_time": 0.013143353000486968, "eta_seconds": 134611.15996438288, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.34173806609547125, "fast_rcnn/fg_cls_accuracy": 0.6378843147472641, "iteration": 31039, "loss_box_reg": 0.2505776514299214, "loss_cls": 0.22742286883294582, "loss_mask": 0.27093473449349403, "loss_rpn_cls": 0.060222572879865766, "loss_rpn_loc": 0.07628167705843225, "loss_sem_seg": 0.3921627448871732, "lr": 0.02, "mask_rcnn/accuracy": 0.9008949863729275, "mask_rcnn/false_negative": 0.10043783354929944, "mask_rcnn/false_positive": 0.09236534443708555, "roi_head/num_bg_samples": 460.0, "roi_head/num_fg_samples": 52.0, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5663383194987546, "total_loss": 1.3062519040540792} {"data_time": 0.01265384550242743, "eta_seconds": 134603.63744079444, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.4059860904123199, "fast_rcnn/fg_cls_accuracy": 0.5693527783691719, "iteration": 31059, "loss_box_reg": 0.25156511506065726, "loss_cls": 0.2560519524849951, "loss_mask": 0.275418434292078, "loss_rpn_cls": 0.052326116361655295, "loss_rpn_loc": 0.07005881052464247, "loss_sem_seg": 0.3876581974327564, "lr": 0.02, "mask_rcnn/accuracy": 0.8709447094055014, "mask_rcnn/false_negative": 0.09231866965287934, "mask_rcnn/false_positive": 0.11796543341574234, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5724630280001293, "total_loss": 1.276207966147922} {"data_time": 0.012307855500694131, "eta_seconds": 134615.27312655243, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.37263017356475303, "fast_rcnn/fg_cls_accuracy": 0.5831801470588236, "iteration": 31079, "loss_box_reg": 0.2566045434214175, "loss_cls": 0.2641162483487278, "loss_mask": 0.28674810100346804, "loss_rpn_cls": 0.061588670301716775, "loss_rpn_loc": 0.09248067566659302, "loss_sem_seg": 0.3900440949946642, "lr": 0.02, "mask_rcnn/accuracy": 0.8882715946491457, "mask_rcnn/false_negative": 0.10266499058204298, "mask_rcnn/false_positive": 0.1316875345930334, "roi_head/num_bg_samples": 461.5, "roi_head/num_fg_samples": 50.5, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.5768852585006243, "total_loss": 1.3537596338865114} {"data_time": 0.0138294925000082, "eta_seconds": 134604.00452537244, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.4365191730349345, "fast_rcnn/fg_cls_accuracy": 0.5224051058112194, "iteration": 31099, "loss_box_reg": 0.25622212514281273, "loss_cls": 0.2489321823231876, "loss_mask": 0.2873388594016433, "loss_rpn_cls": 0.050152929266914725, "loss_rpn_loc": 0.09145928581710905, "loss_sem_seg": 0.336423521861434, "lr": 0.02, "mask_rcnn/accuracy": 0.8751615115790545, "mask_rcnn/false_negative": 0.1122014906890024, "mask_rcnn/false_positive": 0.13327380494268537, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.5690065500002675, "total_loss": 1.2918874850001885} {"data_time": 0.013157762497939984, "eta_seconds": 134813.16121724682, "fast_rcnn/cls_accuracy": 0.89013671875, "fast_rcnn/false_negative": 0.3953027730616865, "fast_rcnn/fg_cls_accuracy": 0.5439677383219447, "iteration": 31119, "loss_box_reg": 0.25504062976688147, "loss_cls": 0.24308873247355223, "loss_mask": 0.28817961923778057, "loss_rpn_cls": 0.06964531890116632, "loss_rpn_loc": 0.08754323731409386, "loss_sem_seg": 0.3519283472560346, "lr": 0.02, "mask_rcnn/accuracy": 0.8657238982549542, "mask_rcnn/false_negative": 0.11689433788156087, "mask_rcnn/false_positive": 0.15056644411857922, "roi_head/num_bg_samples": 423.0, "roi_head/num_fg_samples": 89.0, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 0.5670976149995113, "total_loss": 1.3030457918503089} {"data_time": 0.012913935001051868, "eta_seconds": 134823.00320776022, "fast_rcnn/cls_accuracy": 0.9130859375, "fast_rcnn/false_negative": 0.39258172249772294, "fast_rcnn/fg_cls_accuracy": 0.5754456810794839, "iteration": 31139, "loss_box_reg": 0.24362981505692005, "loss_cls": 0.24867986841127276, "loss_mask": 0.26857846695929766, "loss_rpn_cls": 0.058896902279229835, "loss_rpn_loc": 0.07457514852285385, "loss_sem_seg": 0.3543568211607635, "lr": 0.02, "mask_rcnn/accuracy": 0.8809826776238951, "mask_rcnn/false_negative": 0.08808006344477057, "mask_rcnn/false_positive": 0.13541696546866758, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5695790339977975, "total_loss": 1.3085434007807635} {"data_time": 0.013521336499252357, "eta_seconds": 134861.19137021972, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.40213675213675215, "fast_rcnn/fg_cls_accuracy": 0.5759240759240759, "iteration": 31159, "loss_box_reg": 0.257982071954757, "loss_cls": 0.26331269554793835, "loss_mask": 0.28972418047487736, "loss_rpn_cls": 0.056203646934591234, "loss_rpn_loc": 0.09916552127106115, "loss_sem_seg": 0.3875425970181823, "lr": 0.02, "mask_rcnn/accuracy": 0.8611612847285605, "mask_rcnn/false_negative": 0.09927562341910662, "mask_rcnn/false_positive": 0.167517654080081, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5706598149990896, "total_loss": 1.3857491495436989} {"data_time": 0.013531247501305188, "eta_seconds": 134856.47529377733, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.374300518134715, "fast_rcnn/fg_cls_accuracy": 0.5367379099773466, "iteration": 31179, "loss_box_reg": 0.2655400773510337, "loss_cls": 0.26067142258398235, "loss_mask": 0.27902241609990597, "loss_rpn_cls": 0.054293608758598566, "loss_rpn_loc": 0.08104692184133455, "loss_sem_seg": 0.3641889616847038, "lr": 0.02, "mask_rcnn/accuracy": 0.8797986508027491, "mask_rcnn/false_negative": 0.10229129395275185, "mask_rcnn/false_positive": 0.13186487172339845, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.5741677874993911, "total_loss": 1.3756981766055105} {"data_time": 0.012451705999410478, "eta_seconds": 134799.6180662691, "fast_rcnn/cls_accuracy": 0.90625, "fast_rcnn/false_negative": 0.45298690671031094, "fast_rcnn/fg_cls_accuracy": 0.5441612604263206, "iteration": 31199, "loss_box_reg": 0.24366510938853025, "loss_cls": 0.2350157042965293, "loss_mask": 0.2804984264075756, "loss_rpn_cls": 0.05356237036176026, "loss_rpn_loc": 0.0757242543331813, "loss_sem_seg": 0.37433131132274866, "lr": 0.02, "mask_rcnn/accuracy": 0.8755705774881606, "mask_rcnn/false_negative": 0.09229814955942238, "mask_rcnn/false_positive": 0.16265563079280193, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5565564304997679, "total_loss": 1.2455382494954392} {"data_time": 0.012354427999525797, "eta_seconds": 134788.3283632891, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.389914066033469, "fast_rcnn/fg_cls_accuracy": 0.5524461028192371, "iteration": 31219, "loss_box_reg": 0.241137272445485, "loss_cls": 0.25174439046531916, "loss_mask": 0.2718522883951664, "loss_rpn_cls": 0.047311052097938955, "loss_rpn_loc": 0.08344444213435054, "loss_sem_seg": 0.3887554947286844, "lr": 0.02, "mask_rcnn/accuracy": 0.8604769725247612, "mask_rcnn/false_negative": 0.11377701609064077, "mask_rcnn/false_positive": 0.17241704100117589, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.571104546499555, "total_loss": 1.2969930363760795} {"data_time": 0.013295351001943345, "eta_seconds": 134699.54674886467, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.349609375, "fast_rcnn/fg_cls_accuracy": 0.6090443121693121, "iteration": 31239, "loss_box_reg": 0.24634014582261443, "loss_cls": 0.25331468996591866, "loss_mask": 0.2603480899706483, "loss_rpn_cls": 0.04484718201274518, "loss_rpn_loc": 0.0740802377986256, "loss_sem_seg": 0.3653556886129081, "lr": 0.02, "mask_rcnn/accuracy": 0.8817073301977041, "mask_rcnn/false_negative": 0.09452235708755435, "mask_rcnn/false_positive": 0.13472013343009223, "roi_head/num_bg_samples": 428.0, "roi_head/num_fg_samples": 84.0, "rpn/num_neg_anchors": 204.75, "rpn/num_pos_anchors": 51.25, "time": 0.5579083030006586, "total_loss": 1.276123475836357} {"data_time": 0.01373525700000755, "eta_seconds": 134778.47325512927, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3994074570965398, "fast_rcnn/fg_cls_accuracy": 0.53813723589843, "iteration": 31259, "loss_box_reg": 0.25719376746565104, "loss_cls": 0.2668751571327448, "loss_mask": 0.28530635638162494, "loss_rpn_cls": 0.050548345083370805, "loss_rpn_loc": 0.08423452981514856, "loss_sem_seg": 0.3470148602500558, "lr": 0.02, "mask_rcnn/accuracy": 0.882195419699952, "mask_rcnn/false_negative": 0.08012915785467964, "mask_rcnn/false_positive": 0.12643064651842223, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5748300089999248, "total_loss": 1.3328277596156113} {"data_time": 0.012341852499957895, "eta_seconds": 134856.3931211189, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.4212466092699611, "fast_rcnn/fg_cls_accuracy": 0.5543091300155751, "iteration": 31279, "loss_box_reg": 0.2756965453736484, "loss_cls": 0.26785597018897533, "loss_mask": 0.2772115543484688, "loss_rpn_cls": 0.0705959033803083, "loss_rpn_loc": 0.10400738113094121, "loss_sem_seg": 0.37400947278365493, "lr": 0.02, "mask_rcnn/accuracy": 0.8779462088786882, "mask_rcnn/false_negative": 0.1122075354998542, "mask_rcnn/false_positive": 0.13368236123343652, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5802256659990235, "total_loss": 1.3402730863454053} {"data_time": 0.01294934299949091, "eta_seconds": 134800.0721704178, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.47748252954878784, "fast_rcnn/fg_cls_accuracy": 0.4967532467532467, "iteration": 31299, "loss_box_reg": 0.24781848536804318, "loss_cls": 0.2497456786222756, "loss_mask": 0.2728365985676646, "loss_rpn_cls": 0.05082276102621108, "loss_rpn_loc": 0.07729596813442186, "loss_sem_seg": 0.3734118966385722, "lr": 0.02, "mask_rcnn/accuracy": 0.8827566159039373, "mask_rcnn/false_negative": 0.09418067970941829, "mask_rcnn/false_positive": 0.13380285689139265, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5612199799998052, "total_loss": 1.2818932011141442} {"data_time": 0.013353331998587237, "eta_seconds": 134802.18572394934, "fast_rcnn/cls_accuracy": 0.9111328125, "fast_rcnn/false_negative": 0.3987633689839572, "fast_rcnn/fg_cls_accuracy": 0.496249506514015, "iteration": 31319, "loss_box_reg": 0.25985675770789385, "loss_cls": 0.2555175512097776, "loss_mask": 0.27754184789955616, "loss_rpn_cls": 0.049211516219656914, "loss_rpn_loc": 0.08168523025233299, "loss_sem_seg": 0.3692403566092253, "lr": 0.02, "mask_rcnn/accuracy": 0.8743066897828803, "mask_rcnn/false_negative": 0.08460578470691778, "mask_rcnn/false_positive": 0.15101555702876826, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5617875019997882, "total_loss": 1.3406130752409808} {"data_time": 0.012803346498913015, "eta_seconds": 134849.126396799, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.4619299958164831, "fast_rcnn/fg_cls_accuracy": 0.5157927764607446, "iteration": 31339, "loss_box_reg": 0.24811790464445949, "loss_cls": 0.26827406138181686, "loss_mask": 0.2662472538650036, "loss_rpn_cls": 0.054595385809079744, "loss_rpn_loc": 0.08719243761152029, "loss_sem_seg": 0.37834669183939695, "lr": 0.02, "mask_rcnn/accuracy": 0.8897419162470183, "mask_rcnn/false_negative": 0.09269244543560648, "mask_rcnn/false_positive": 0.14323644735191626, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5757223854998301, "total_loss": 1.3166469681309536} {"data_time": 0.013145732002158184, "eta_seconds": 134837.825922369, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.3722633548284372, "fast_rcnn/fg_cls_accuracy": 0.6123311528332342, "iteration": 31359, "loss_box_reg": 0.2748875208199024, "loss_cls": 0.25899639539420605, "loss_mask": 0.2802456049248576, "loss_rpn_cls": 0.04807570204138756, "loss_rpn_loc": 0.0846605139086023, "loss_sem_seg": 0.41263303253799677, "lr": 0.02, "mask_rcnn/accuracy": 0.8998264846479131, "mask_rcnn/false_negative": 0.09028160873570679, "mask_rcnn/false_positive": 0.11317106729018864, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5663195495017135, "total_loss": 1.385775014234241} {"data_time": 0.012916699501147377, "eta_seconds": 134889.68269938923, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.4425749023013461, "fast_rcnn/fg_cls_accuracy": 0.5521059487624838, "iteration": 31379, "loss_box_reg": 0.25877597089856863, "loss_cls": 0.26207667123526335, "loss_mask": 0.2813847605139017, "loss_rpn_cls": 0.0586154434713535, "loss_rpn_loc": 0.09071105148177594, "loss_sem_seg": 0.39676683442667127, "lr": 0.02, "mask_rcnn/accuracy": 0.8813661486907571, "mask_rcnn/false_negative": 0.11327428495026315, "mask_rcnn/false_positive": 0.12834938846166327, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5678397494993987, "total_loss": 1.3450727075105533} {"data_time": 0.012031405000016093, "eta_seconds": 134878.37693143927, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.4060724431818182, "fast_rcnn/fg_cls_accuracy": 0.5198863636363636, "iteration": 31399, "loss_box_reg": 0.2419593445956707, "loss_cls": 0.22808132460340858, "loss_mask": 0.28441515751183033, "loss_rpn_cls": 0.0512310573249124, "loss_rpn_loc": 0.0729199709603563, "loss_sem_seg": 0.3957362584769726, "lr": 0.02, "mask_rcnn/accuracy": 0.8716812485566724, "mask_rcnn/false_negative": 0.1057203699591679, "mask_rcnn/false_positive": 0.1414579406810088, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.559049846500784, "total_loss": 1.2763714387401706} {"data_time": 0.011799526497270563, "eta_seconds": 134856.7810461596, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.4081890708103035, "fast_rcnn/fg_cls_accuracy": 0.5569968629111415, "iteration": 31419, "loss_box_reg": 0.2709991028532386, "loss_cls": 0.2650190668646246, "loss_mask": 0.29478408955037594, "loss_rpn_cls": 0.05608845310052857, "loss_rpn_loc": 0.08271373517345637, "loss_sem_seg": 0.3889486729167402, "lr": 0.02, "mask_rcnn/accuracy": 0.8896856951373506, "mask_rcnn/false_negative": 0.08601800053354014, "mask_rcnn/false_positive": 0.14661007380540098, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5660607640002127, "total_loss": 1.3869424943695776} {"data_time": 0.013207269499616814, "eta_seconds": 134691.44982750583, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.39636652344479734, "fast_rcnn/fg_cls_accuracy": 0.5257885763000852, "iteration": 31439, "loss_box_reg": 0.25094736786559224, "loss_cls": 0.24010710581205785, "loss_mask": 0.27487082965672016, "loss_rpn_cls": 0.047239513078238815, "loss_rpn_loc": 0.07333640760043636, "loss_sem_seg": 0.387964422814548, "lr": 0.02, "mask_rcnn/accuracy": 0.8793182115871403, "mask_rcnn/false_negative": 0.10251447133668028, "mask_rcnn/false_positive": 0.12337614575820972, "roi_head/num_bg_samples": 459.25, "roi_head/num_fg_samples": 52.75, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5554078729983303, "total_loss": 1.2665294673643075} {"data_time": 0.01246314650052227, "eta_seconds": 134691.79684662004, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.38643790849673204, "fast_rcnn/fg_cls_accuracy": 0.5487597987597987, "iteration": 31459, "loss_box_reg": 0.25050111417658627, "loss_cls": 0.23358511365950108, "loss_mask": 0.2748895613476634, "loss_rpn_cls": 0.04817969549912959, "loss_rpn_loc": 0.0814415659988299, "loss_sem_seg": 0.41144420485943556, "lr": 0.02, "mask_rcnn/accuracy": 0.90214693629075, "mask_rcnn/false_negative": 0.08752475325754891, "mask_rcnn/false_positive": 0.11097089448346374, "roi_head/num_bg_samples": 465.5, "roi_head/num_fg_samples": 46.5, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5639964004985814, "total_loss": 1.3366344975074753} {"data_time": 0.012893086501208018, "eta_seconds": 134680.50387838008, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.35798207364341084, "fast_rcnn/fg_cls_accuracy": 0.584136159280668, "iteration": 31479, "loss_box_reg": 0.2546796314418316, "loss_cls": 0.2389575489796698, "loss_mask": 0.28270725160837173, "loss_rpn_cls": 0.05906859383685514, "loss_rpn_loc": 0.08771685027750209, "loss_sem_seg": 0.3870107466354966, "lr": 0.02, "mask_rcnn/accuracy": 0.8620973282627418, "mask_rcnn/false_negative": 0.09584098244999326, "mask_rcnn/false_positive": 0.17275157298133603, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.5743888369979686, "total_loss": 1.28786782809766} {"data_time": 0.012486080999224214, "eta_seconds": 134675.77898945732, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.3392857142857143, "fast_rcnn/fg_cls_accuracy": 0.6391456582633053, "iteration": 31499, "loss_box_reg": 0.26499050529673696, "loss_cls": 0.25915906438604, "loss_mask": 0.2825271962210536, "loss_rpn_cls": 0.06048747492604889, "loss_rpn_loc": 0.08525785815436393, "loss_sem_seg": 0.3943315427750349, "lr": 0.02, "mask_rcnn/accuracy": 0.8832134869568449, "mask_rcnn/false_negative": 0.09350221833990208, "mask_rcnn/false_positive": 0.12940999817160181, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5691721215007419, "total_loss": 1.3837161713745445} {"data_time": 0.012116876499931095, "eta_seconds": 134664.48547043733, "fast_rcnn/cls_accuracy": 0.90380859375, "fast_rcnn/false_negative": 0.5102564102564102, "fast_rcnn/fg_cls_accuracy": 0.4546226074395089, "iteration": 31519, "loss_box_reg": 0.2871062848716974, "loss_cls": 0.2570401136763394, "loss_mask": 0.27956216549500823, "loss_rpn_cls": 0.05123260885011405, "loss_rpn_loc": 0.07759703858755529, "loss_sem_seg": 0.3993052076548338, "lr": 0.02, "mask_rcnn/accuracy": 0.8586257544084427, "mask_rcnn/false_negative": 0.11833861986553199, "mask_rcnn/false_positive": 0.16824107225286294, "roi_head/num_bg_samples": 431.5, "roi_head/num_fg_samples": 80.5, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 0.5659147949991166, "total_loss": 1.3667885498143733} {"data_time": 0.012960058500539162, "eta_seconds": 134697.43385881514, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.39767441860465114, "fast_rcnn/fg_cls_accuracy": 0.5357671740024681, "iteration": 31539, "loss_box_reg": 0.24113619420677423, "loss_cls": 0.24574756110087037, "loss_mask": 0.27161556016653776, "loss_rpn_cls": 0.05470784511999227, "loss_rpn_loc": 0.08174908155342564, "loss_sem_seg": 0.39864227501675487, "lr": 0.02, "mask_rcnn/accuracy": 0.8794268553285975, "mask_rcnn/false_negative": 0.11239987936693308, "mask_rcnn/false_positive": 0.13346617763740368, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5616326870003832, "total_loss": 1.2791317854716908} {"data_time": 0.012442434001059155, "eta_seconds": 134751.1548406188, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.48456260720411665, "fast_rcnn/fg_cls_accuracy": 0.452860772802944, "iteration": 31559, "loss_box_reg": 0.24174728710204363, "loss_cls": 0.23442389070987701, "loss_mask": 0.27744147554039955, "loss_rpn_cls": 0.05355585750658065, "loss_rpn_loc": 0.09803639940219, "loss_sem_seg": 0.3781460039317608, "lr": 0.02, "mask_rcnn/accuracy": 0.870083672361382, "mask_rcnn/false_negative": 0.11530003507460077, "mask_rcnn/false_positive": 0.15006984605253115, "roi_head/num_bg_samples": 461.0, "roi_head/num_fg_samples": 51.0, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5753788624988374, "total_loss": 1.3469942284282297} {"data_time": 0.012927962501635193, "eta_seconds": 134766.34180343957, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.41798941798941797, "fast_rcnn/fg_cls_accuracy": 0.5408357075023742, "iteration": 31579, "loss_box_reg": 0.24916174239479005, "loss_cls": 0.24933235021308064, "loss_mask": 0.2930860975757241, "loss_rpn_cls": 0.05480422853725031, "loss_rpn_loc": 0.08235666283871979, "loss_sem_seg": 0.4437696496024728, "lr": 0.02, "mask_rcnn/accuracy": 0.8596603263321243, "mask_rcnn/false_negative": 0.11416538704252269, "mask_rcnn/false_positive": 0.15084874539668042, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.5611357440011489, "total_loss": 1.3723582181264646} {"data_time": 0.013125553999998374, "eta_seconds": 134728.5494741188, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.5047653958944281, "fast_rcnn/fg_cls_accuracy": 0.43363360969387754, "iteration": 31599, "loss_box_reg": 0.2529117246158421, "loss_cls": 0.2492909706197679, "loss_mask": 0.28789756167680025, "loss_rpn_cls": 0.05143459790269844, "loss_rpn_loc": 0.06643305241595954, "loss_sem_seg": 0.4180407077074051, "lr": 0.02, "mask_rcnn/accuracy": 0.875982572201391, "mask_rcnn/false_negative": 0.09514209328102166, "mask_rcnn/false_positive": 0.15280214107723, "roi_head/num_bg_samples": 458.0, "roi_head/num_fg_samples": 54.0, "rpn/num_neg_anchors": 235.5, "rpn/num_pos_anchors": 20.5, "time": 0.560168641499331, "total_loss": 1.3534937705262564} {"data_time": 0.012097952501790132, "eta_seconds": 134743.73199275957, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.4264544781643227, "fast_rcnn/fg_cls_accuracy": 0.506380458919319, "iteration": 31619, "loss_box_reg": 0.25407629273831844, "loss_cls": 0.2319106967188418, "loss_mask": 0.2828906886279583, "loss_rpn_cls": 0.06107652690843679, "loss_rpn_loc": 0.07917458994779736, "loss_sem_seg": 0.4069812335073948, "lr": 0.02, "mask_rcnn/accuracy": 0.8781794290992259, "mask_rcnn/false_negative": 0.098522221966812, "mask_rcnn/false_positive": 0.14810151827981735, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5596829290007008, "total_loss": 1.3492372814798728} {"data_time": 0.013070504999632249, "eta_seconds": 134637.74568843652, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.4209280303030303, "fast_rcnn/fg_cls_accuracy": 0.5636334196891192, "iteration": 31639, "loss_box_reg": 0.2321311105042696, "loss_cls": 0.23535433458164334, "loss_mask": 0.2679039165377617, "loss_rpn_cls": 0.05290476907975972, "loss_rpn_loc": 0.09227371745510027, "loss_sem_seg": 0.3777039498090744, "lr": 0.02, "mask_rcnn/accuracy": 0.8743304279520838, "mask_rcnn/false_negative": 0.10638055567381374, "mask_rcnn/false_positive": 0.15049971894502828, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5472018189993832, "total_loss": 1.229571691568708} {"data_time": 0.01371619600104168, "eta_seconds": 134693.21411915656, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.4319593450028233, "fast_rcnn/fg_cls_accuracy": 0.5134891659949741, "iteration": 31659, "loss_box_reg": 0.26428777631372213, "loss_cls": 0.2618423777166754, "loss_mask": 0.2882821476086974, "loss_rpn_cls": 0.060940468101762235, "loss_rpn_loc": 0.08467392099555582, "loss_sem_seg": 0.4023964945226908, "lr": 0.02, "mask_rcnn/accuracy": 0.8644686876192438, "mask_rcnn/false_negative": 0.11273180922144564, "mask_rcnn/false_positive": 0.16351026674664215, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5618206024992105, "total_loss": 1.344056692410959} {"data_time": 0.012518150000687456, "eta_seconds": 134681.91155567658, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.46561771561771564, "fast_rcnn/fg_cls_accuracy": 0.4653679653679653, "iteration": 31679, "loss_box_reg": 0.2513197693042457, "loss_cls": 0.2687306583393365, "loss_mask": 0.29587466176599264, "loss_rpn_cls": 0.05614701539161615, "loss_rpn_loc": 0.08660623256582767, "loss_sem_seg": 0.39431598177179694, "lr": 0.02, "mask_rcnn/accuracy": 0.8903683356848455, "mask_rcnn/false_negative": 0.09326506496600555, "mask_rcnn/false_positive": 0.1444353783494329, "roi_head/num_bg_samples": 463.5, "roi_head/num_fg_samples": 48.5, "rpn/num_neg_anchors": 237.5, "rpn/num_pos_anchors": 18.5, "time": 0.5648784120003256, "total_loss": 1.3574309924442787} {"data_time": 0.012005927001155214, "eta_seconds": 134698.51237139956, "fast_rcnn/cls_accuracy": 0.89404296875, "fast_rcnn/false_negative": 0.45146771037182, "fast_rcnn/fg_cls_accuracy": 0.4785610465116279, "iteration": 31699, "loss_box_reg": 0.2619000857230276, "loss_cls": 0.2666429417440668, "loss_mask": 0.2801547544077039, "loss_rpn_cls": 0.05387545429402962, "loss_rpn_loc": 0.08163804607465863, "loss_sem_seg": 0.3617563024163246, "lr": 0.02, "mask_rcnn/accuracy": 0.8691932205200733, "mask_rcnn/false_negative": 0.116793292128194, "mask_rcnn/false_positive": 0.1333942069224912, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.568537846500476, "total_loss": 1.3383904909351259} {"data_time": 0.013900411999202333, "eta_seconds": 134665.0338701376, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.4582316009766306, "fast_rcnn/fg_cls_accuracy": 0.5026881720430108, "iteration": 31719, "loss_box_reg": 0.2542910552583635, "loss_cls": 0.2556475093588233, "loss_mask": 0.28227099496871233, "loss_rpn_cls": 0.05149257922312245, "loss_rpn_loc": 0.07298557605827227, "loss_sem_seg": 0.37642348278313875, "lr": 0.02, "mask_rcnn/accuracy": 0.8764170546283501, "mask_rcnn/false_negative": 0.1030280190002982, "mask_rcnn/false_positive": 0.1251575419581222, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5702463520010497, "total_loss": 1.305160652147606} {"data_time": 0.012957966500835028, "eta_seconds": 134584.46156241547, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.4041806958473625, "fast_rcnn/fg_cls_accuracy": 0.5395093317278747, "iteration": 31739, "loss_box_reg": 0.23059232207015157, "loss_cls": 0.22870492876973003, "loss_mask": 0.2775625139474869, "loss_rpn_cls": 0.06001905957236886, "loss_rpn_loc": 0.0981390296947211, "loss_sem_seg": 0.382401411421597, "lr": 0.02, "mask_rcnn/accuracy": 0.8710390777098689, "mask_rcnn/false_negative": 0.09666807653081953, "mask_rcnn/false_positive": 0.12973772484736604, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.5625454410001112, "total_loss": 1.322673982809647} {"data_time": 0.012731688000712893, "eta_seconds": 134592.96335111815, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.3534632323501935, "fast_rcnn/fg_cls_accuracy": 0.6110944784226509, "iteration": 31759, "loss_box_reg": 0.25378487538546324, "loss_cls": 0.2428248068317771, "loss_mask": 0.286448176484555, "loss_rpn_cls": 0.059669306268915534, "loss_rpn_loc": 0.08854482613969594, "loss_sem_seg": 0.38213592767715454, "lr": 0.02, "mask_rcnn/accuracy": 0.8954634895277939, "mask_rcnn/false_negative": 0.09690388479978397, "mask_rcnn/false_positive": 0.1065696704993819, "roi_head/num_bg_samples": 456.75, "roi_head/num_fg_samples": 55.25, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5627287395000167, "total_loss": 1.3365686573670246} {"data_time": 0.012561567498778459, "eta_seconds": 134561.86710313553, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.3752237179985993, "fast_rcnn/fg_cls_accuracy": 0.6121873093349604, "iteration": 31779, "loss_box_reg": 0.27723192144185305, "loss_cls": 0.24171110801398754, "loss_mask": 0.28507249802351, "loss_rpn_cls": 0.05330139759462327, "loss_rpn_loc": 0.07964790894766338, "loss_sem_seg": 0.3623614525422454, "lr": 0.02, "mask_rcnn/accuracy": 0.8922346509301344, "mask_rcnn/false_negative": 0.10507969954054314, "mask_rcnn/false_positive": 0.12491546792457903, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5675814220012398, "total_loss": 1.3872417658567429} {"data_time": 0.0131377000016073, "eta_seconds": 134550.56987349558, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.5093793828892006, "fast_rcnn/fg_cls_accuracy": 0.46207018787663945, "iteration": 31799, "loss_box_reg": 0.27155533665791154, "loss_cls": 0.2555499111767858, "loss_mask": 0.277719528414309, "loss_rpn_cls": 0.055447754508350044, "loss_rpn_loc": 0.08685523041640408, "loss_sem_seg": 0.43307807948440313, "lr": 0.02, "mask_rcnn/accuracy": 0.8723862942612943, "mask_rcnn/false_negative": 0.1216463769221946, "mask_rcnn/false_positive": 0.1272730510913326, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5687396145003731, "total_loss": 1.4084604281524662} {"data_time": 0.012937675999637577, "eta_seconds": 134530.51163261014, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.4087513706140351, "fast_rcnn/fg_cls_accuracy": 0.5418957842367111, "iteration": 31819, "loss_box_reg": 0.2505736774764955, "loss_cls": 0.25639220094308257, "loss_mask": 0.2799966987222433, "loss_rpn_cls": 0.058590828732121736, "loss_rpn_loc": 0.08066594204865396, "loss_sem_seg": 0.3810536414384842, "lr": 0.02, "mask_rcnn/accuracy": 0.8935322169275409, "mask_rcnn/false_negative": 0.10235502169734906, "mask_rcnn/false_positive": 0.11137269681247222, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5590084495015617, "total_loss": 1.3197623658634257} {"data_time": 0.012329934499575756, "eta_seconds": 134480.02610312303, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.44295430596800456, "fast_rcnn/fg_cls_accuracy": 0.3930795232165095, "iteration": 31839, "loss_box_reg": 0.24290770455263555, "loss_cls": 0.26611290010623634, "loss_mask": 0.2815742641687393, "loss_rpn_cls": 0.05234776146244258, "loss_rpn_loc": 0.08416567428503186, "loss_sem_seg": 0.3877048376016319, "lr": 0.02, "mask_rcnn/accuracy": 0.8630689561488151, "mask_rcnn/false_negative": 0.10737770801248708, "mask_rcnn/false_positive": 0.17623922073973375, "roi_head/num_bg_samples": 464.25, "roi_head/num_fg_samples": 47.75, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.5561677940004301, "total_loss": 1.3732429913943633} {"data_time": 0.01261470900135464, "eta_seconds": 134481.36890004296, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.5038461538461538, "fast_rcnn/fg_cls_accuracy": 0.4705791170634921, "iteration": 31859, "loss_box_reg": 0.2576911337673664, "loss_cls": 0.259794499957934, "loss_mask": 0.28193219657987356, "loss_rpn_cls": 0.05231128871673718, "loss_rpn_loc": 0.06752546428469941, "loss_sem_seg": 0.35859106574207544, "lr": 0.02, "mask_rcnn/accuracy": 0.8650533831155187, "mask_rcnn/false_negative": 0.11490605074074095, "mask_rcnn/false_positive": 0.16119575274242157, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5649432275004074, "total_loss": 1.2908919668989256} {"data_time": 0.012933384499774547, "eta_seconds": 134496.62215067013, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.41885964912280704, "fast_rcnn/fg_cls_accuracy": 0.5072884416924665, "iteration": 31879, "loss_box_reg": 0.24211287242360413, "loss_cls": 0.24533028714358807, "loss_mask": 0.2804312985390425, "loss_rpn_cls": 0.05275724161765538, "loss_rpn_loc": 0.07751641876529902, "loss_sem_seg": 0.40893856529146433, "lr": 0.02, "mask_rcnn/accuracy": 0.8726807870486015, "mask_rcnn/false_negative": 0.09894507313080106, "mask_rcnn/false_positive": 0.17331636353576257, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5561616984996363, "total_loss": 1.3432225079886848} {"data_time": 0.013191833499149652, "eta_seconds": 134494.08372529573, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.36394073605399135, "fast_rcnn/fg_cls_accuracy": 0.5837014384414996, "iteration": 31899, "loss_box_reg": 0.2533481842838228, "loss_cls": 0.23871972388587892, "loss_mask": 0.27703711949288845, "loss_rpn_cls": 0.052204126608558, "loss_rpn_loc": 0.07690143160289153, "loss_sem_seg": 0.3531311971601099, "lr": 0.02, "mask_rcnn/accuracy": 0.8625267194033577, "mask_rcnn/false_negative": 0.07838541857113557, "mask_rcnn/false_positive": 0.16105979732695086, "roi_head/num_bg_samples": 459.75, "roi_head/num_fg_samples": 52.25, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5686530775001302, "total_loss": 1.2658627223281655} {"data_time": 0.012586863998876652, "eta_seconds": 134542.17996773933, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.35550082101806235, "fast_rcnn/fg_cls_accuracy": 0.6073902027027027, "iteration": 31919, "loss_box_reg": 0.29825356788933277, "loss_cls": 0.27416552137583494, "loss_mask": 0.2919009095057845, "loss_rpn_cls": 0.061008036544080824, "loss_rpn_loc": 0.0886204190319404, "loss_sem_seg": 0.38890037406235933, "lr": 0.02, "mask_rcnn/accuracy": 0.8807218590561224, "mask_rcnn/false_negative": 0.10362092570372794, "mask_rcnn/false_positive": 0.1614359010100086, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5664148140003817, "total_loss": 1.4087229202850722} {"data_time": 0.013419217500995728, "eta_seconds": 134582.43045350077, "fast_rcnn/cls_accuracy": 0.9091796875, "fast_rcnn/false_negative": 0.3917490232130545, "fast_rcnn/fg_cls_accuracy": 0.507007007007007, "iteration": 31939, "loss_box_reg": 0.2708349167369306, "loss_cls": 0.24381308490410447, "loss_mask": 0.2807634621858597, "loss_rpn_cls": 0.06040474864130374, "loss_rpn_loc": 0.09889080340508372, "loss_sem_seg": 0.4124074629507959, "lr": 0.02, "mask_rcnn/accuracy": 0.8600229309233614, "mask_rcnn/false_negative": 0.12100248233847549, "mask_rcnn/false_positive": 0.1503636629368182, "roi_head/num_bg_samples": 428.25, "roi_head/num_fg_samples": 83.75, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.5761363740002707, "total_loss": 1.384971540828701} {"data_time": 0.011840414001198951, "eta_seconds": 134618.73864912824, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.41873915558126085, "fast_rcnn/fg_cls_accuracy": 0.5556105610561056, "iteration": 31959, "loss_box_reg": 0.26021948363631964, "loss_cls": 0.26237481739372015, "loss_mask": 0.2743531772866845, "loss_rpn_cls": 0.060205025831237435, "loss_rpn_loc": 0.09444488427834585, "loss_sem_seg": 0.3969952610787004, "lr": 0.02, "mask_rcnn/accuracy": 0.8896324126553719, "mask_rcnn/false_negative": 0.09910693785280156, "mask_rcnn/false_positive": 0.12162561750825301, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.5658007809997798, "total_loss": 1.3385224663943518} {"data_time": 0.012288337500649504, "eta_seconds": 134607.42809853828, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.43854875283446715, "fast_rcnn/fg_cls_accuracy": 0.5249433106575964, "iteration": 31979, "loss_box_reg": 0.23639251082204282, "loss_cls": 0.25075463857501745, "loss_mask": 0.2718614134937525, "loss_rpn_cls": 0.05904123996151611, "loss_rpn_loc": 0.09313413011841476, "loss_sem_seg": 0.34706224710680544, "lr": 0.02, "mask_rcnn/accuracy": 0.8774104539775094, "mask_rcnn/false_negative": 0.09897418288112875, "mask_rcnn/false_positive": 0.14309991630447527, "roi_head/num_bg_samples": 464.25, "roi_head/num_fg_samples": 47.75, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5628296725008113, "total_loss": 1.2823317210422829} {"data_time": 0.012874657000793377, "eta_seconds": 134648.29676872512, "fast_rcnn/cls_accuracy": 0.912109375, "fast_rcnn/false_negative": 0.5238380809595202, "fast_rcnn/fg_cls_accuracy": 0.45263571990558615, "iteration": 31999, "loss_box_reg": 0.2756116616073996, "loss_cls": 0.26077721407637, "loss_mask": 0.2846458097919822, "loss_rpn_cls": 0.06657268291746732, "loss_rpn_loc": 0.0897495792596601, "loss_sem_seg": 0.39325463655404747, "lr": 0.02, "mask_rcnn/accuracy": 0.8647919448885545, "mask_rcnn/false_negative": 0.1149925984078212, "mask_rcnn/false_positive": 0.1416353993855714, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.5712761160011723, "total_loss": 1.375455820641946} {"data_time": 0.013038971501373453, "eta_seconds": 134774.9989146136, "fast_rcnn/cls_accuracy": 0.912109375, "fast_rcnn/false_negative": 0.3638227513227513, "fast_rcnn/fg_cls_accuracy": 0.5745421245421245, "iteration": 32019, "loss_box_reg": 0.2554371291771531, "loss_cls": 0.25049984408542514, "loss_mask": 0.28292061388492584, "loss_rpn_cls": 0.05560100427828729, "loss_rpn_loc": 0.08162874495610595, "loss_sem_seg": 0.3943125423975289, "lr": 0.02, "mask_rcnn/accuracy": 0.8901284663079891, "mask_rcnn/false_negative": 0.09237681747899251, "mask_rcnn/false_positive": 0.14230155845006176, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.577161168501334, "total_loss": 1.3540805563679896} {"data_time": 0.012751723999826936, "eta_seconds": 134763.67238023356, "fast_rcnn/cls_accuracy": 0.91064453125, "fast_rcnn/false_negative": 0.38649891774891776, "fast_rcnn/fg_cls_accuracy": 0.5992063492063493, "iteration": 32039, "loss_box_reg": 0.25566713232547045, "loss_cls": 0.24197731306776404, "loss_mask": 0.28213915694504976, "loss_rpn_cls": 0.056620435672812164, "loss_rpn_loc": 0.07307915494311601, "loss_sem_seg": 0.4044297896325588, "lr": 0.02, "mask_rcnn/accuracy": 0.8642788825281928, "mask_rcnn/false_negative": 0.09510041633663532, "mask_rcnn/false_positive": 0.17975533253715464, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5659883869993791, "total_loss": 1.3306116923049558} {"data_time": 0.012301956001465442, "eta_seconds": 134693.1744398393, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.43381984987489575, "fast_rcnn/fg_cls_accuracy": 0.5101604278074866, "iteration": 32059, "loss_box_reg": 0.2249280633404851, "loss_cls": 0.22420335537754, "loss_mask": 0.2996690319851041, "loss_rpn_cls": 0.06127552385441959, "loss_rpn_loc": 0.08422380266711116, "loss_sem_seg": 0.40576518420130014, "lr": 0.02, "mask_rcnn/accuracy": 0.8648579094610228, "mask_rcnn/false_negative": 0.11643382817101094, "mask_rcnn/false_positive": 0.12152044213125976, "roi_head/num_bg_samples": 457.25, "roi_head/num_fg_samples": 54.75, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.5504361940002127, "total_loss": 1.3606870264629833} {"data_time": 0.012993940998057951, "eta_seconds": 134632.6348759841, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.3595923261390887, "fast_rcnn/fg_cls_accuracy": 0.595858448376434, "iteration": 32079, "loss_box_reg": 0.24866008665412664, "loss_cls": 0.25122161535546184, "loss_mask": 0.28464286867529154, "loss_rpn_cls": 0.054411454941146076, "loss_rpn_loc": 0.089636731921928, "loss_sem_seg": 0.4323245706036687, "lr": 0.02, "mask_rcnn/accuracy": 0.8824517431522111, "mask_rcnn/false_negative": 0.08365866596496854, "mask_rcnn/false_positive": 0.15900974153104527, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5678129434982111, "total_loss": 1.349837411136832} {"data_time": 0.012844193001001258, "eta_seconds": 134621.31745256405, "fast_rcnn/cls_accuracy": 0.91357421875, "fast_rcnn/false_negative": 0.43052437259891235, "fast_rcnn/fg_cls_accuracy": 0.5096829513133678, "iteration": 32099, "loss_box_reg": 0.251279978081584, "loss_cls": 0.2560515673831105, "loss_mask": 0.2714535500854254, "loss_rpn_cls": 0.0489549693884328, "loss_rpn_loc": 0.07237725405138917, "loss_sem_seg": 0.3986267074942589, "lr": 0.02, "mask_rcnn/accuracy": 0.8686202210769365, "mask_rcnn/false_negative": 0.13050610538043758, "mask_rcnn/false_positive": 0.12459897391514982, "roi_head/num_bg_samples": 431.5, "roi_head/num_fg_samples": 80.5, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.5825309709998692, "total_loss": 1.3504139741999097} {"data_time": 0.013117225500536733, "eta_seconds": 134552.73660022326, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.36724221202608065, "fast_rcnn/fg_cls_accuracy": 0.5276144801980198, "iteration": 32119, "loss_box_reg": 0.24695656960830092, "loss_cls": 0.26066155917942524, "loss_mask": 0.2863711230456829, "loss_rpn_cls": 0.04989940719678998, "loss_rpn_loc": 0.0845406636944972, "loss_sem_seg": 0.43755739904008806, "lr": 0.02, "mask_rcnn/accuracy": 0.8752155642821391, "mask_rcnn/false_negative": 0.10021857776531798, "mask_rcnn/false_positive": 0.14455905626456866, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.55851522249759, "total_loss": 1.4216787666664459} {"data_time": 0.013551902002291172, "eta_seconds": 134524.46818894512, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3659741831383623, "fast_rcnn/fg_cls_accuracy": 0.5356359649122807, "iteration": 32139, "loss_box_reg": 0.2256789666134864, "loss_cls": 0.22832848434336483, "loss_mask": 0.27908434718847275, "loss_rpn_cls": 0.053687455743784085, "loss_rpn_loc": 0.09262477364973165, "loss_sem_seg": 0.365322919562459, "lr": 0.02, "mask_rcnn/accuracy": 0.8961924296745725, "mask_rcnn/false_negative": 0.0953818398061839, "mask_rcnn/false_positive": 0.12135862434577543, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5614705220014002, "total_loss": 1.2531963540241122} {"data_time": 0.013135968001734, "eta_seconds": 134462.45477487752, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.37824858757062146, "fast_rcnn/fg_cls_accuracy": 0.5942153493699885, "iteration": 32159, "loss_box_reg": 0.25106192473322153, "loss_cls": 0.24700490664690733, "loss_mask": 0.2803850267082453, "loss_rpn_cls": 0.05447029153583571, "loss_rpn_loc": 0.0839479512651451, "loss_sem_seg": 0.3388726294506341, "lr": 0.02, "mask_rcnn/accuracy": 0.8782001819005905, "mask_rcnn/false_negative": 0.1142620351982894, "mask_rcnn/false_positive": 0.13936083710511454, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 235.75, "rpn/num_pos_anchors": 20.25, "time": 0.5714586289996078, "total_loss": 1.2894050756585784} {"data_time": 0.013414934999673278, "eta_seconds": 134379.095821998, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.4341755319148936, "fast_rcnn/fg_cls_accuracy": 0.5212335149082569, "iteration": 32179, "loss_box_reg": 0.2721744254231453, "loss_cls": 0.2631047726608813, "loss_mask": 0.2695567565970123, "loss_rpn_cls": 0.04938181838952005, "loss_rpn_loc": 0.09581825917121023, "loss_sem_seg": 0.40723972488194704, "lr": 0.02, "mask_rcnn/accuracy": 0.8658896683673469, "mask_rcnn/false_negative": 0.10130129812704053, "mask_rcnn/false_positive": 0.14854031681213942, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5660226285017416, "total_loss": 1.375410637294408} {"data_time": 0.013262304000818403, "eta_seconds": 134535.14741492516, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.42087114337568055, "fast_rcnn/fg_cls_accuracy": 0.5689291101055807, "iteration": 32199, "loss_box_reg": 0.28340172907337546, "loss_cls": 0.26759502571076155, "loss_mask": 0.28682700358331203, "loss_rpn_cls": 0.05765243177302182, "loss_rpn_loc": 0.09008284466108307, "loss_sem_seg": 0.38662319350987673, "lr": 0.02, "mask_rcnn/accuracy": 0.8801991849371328, "mask_rcnn/false_negative": 0.10546840746849365, "mask_rcnn/false_positive": 0.14172650999041891, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.5756480620002549, "total_loss": 1.4025187585502863} {"data_time": 0.01285216850010329, "eta_seconds": 134509.50094286, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.36330749354005165, "fast_rcnn/fg_cls_accuracy": 0.6211886304909561, "iteration": 32219, "loss_box_reg": 0.2570632044225931, "loss_cls": 0.2601322620175779, "loss_mask": 0.2805869481526315, "loss_rpn_cls": 0.05781105940695852, "loss_rpn_loc": 0.08463251707144082, "loss_sem_seg": 0.4006543029099703, "lr": 0.02, "mask_rcnn/accuracy": 0.8899152413946565, "mask_rcnn/false_negative": 0.07931856509046324, "mask_rcnn/false_positive": 0.12978601402932183, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5653869904981548, "total_loss": 1.3224516218760982} {"data_time": 0.012027115999444504, "eta_seconds": 134470.01693319884, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.30734610917537747, "fast_rcnn/fg_cls_accuracy": 0.584349593495935, "iteration": 32239, "loss_box_reg": 0.25674585811793804, "loss_cls": 0.24637176748365164, "loss_mask": 0.2800970980897546, "loss_rpn_cls": 0.06267421765369363, "loss_rpn_loc": 0.0962633118906524, "loss_sem_seg": 0.36470641288906336, "lr": 0.02, "mask_rcnn/accuracy": 0.8858324831759286, "mask_rcnn/false_negative": 0.08334514565648071, "mask_rcnn/false_positive": 0.15659739431961692, "roi_head/num_bg_samples": 456.5, "roi_head/num_fg_samples": 55.5, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5617168960015988, "total_loss": 1.2639426739915507} {"data_time": 0.012158605501099373, "eta_seconds": 134434.2376256643, "fast_rcnn/cls_accuracy": 0.89501953125, "fast_rcnn/false_negative": 0.4180190058479532, "fast_rcnn/fg_cls_accuracy": 0.5026881720430108, "iteration": 32259, "loss_box_reg": 0.25099002523347735, "loss_cls": 0.23741298774257302, "loss_mask": 0.2813423480838537, "loss_rpn_cls": 0.058039663010276854, "loss_rpn_loc": 0.08198617410380393, "loss_sem_seg": 0.36429341323673725, "lr": 0.02, "mask_rcnn/accuracy": 0.8664700870695768, "mask_rcnn/false_negative": 0.12129812057262362, "mask_rcnn/false_positive": 0.1487283185851137, "roi_head/num_bg_samples": 427.75, "roi_head/num_fg_samples": 84.25, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5651428450000822, "total_loss": 1.2868010920210509} {"data_time": 0.013274234499476734, "eta_seconds": 134292.95888362263, "fast_rcnn/cls_accuracy": 0.908203125, "fast_rcnn/false_negative": 0.3847616783549269, "fast_rcnn/fg_cls_accuracy": 0.4989657210401891, "iteration": 32279, "loss_box_reg": 0.24868775508366525, "loss_cls": 0.24634089693427086, "loss_mask": 0.2817932618781924, "loss_rpn_cls": 0.04846589162480086, "loss_rpn_loc": 0.0785641254769871, "loss_sem_seg": 0.3688665460795164, "lr": 0.02, "mask_rcnn/accuracy": 0.8770749223602484, "mask_rcnn/false_negative": 0.08606264336086686, "mask_rcnn/false_positive": 0.1413096889417807, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5525617669991334, "total_loss": 1.267493428022135} {"data_time": 0.01232567799888784, "eta_seconds": 134311.2906597178, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.4290263197173989, "fast_rcnn/fg_cls_accuracy": 0.5122017809139785, "iteration": 32299, "loss_box_reg": 0.2706431574188173, "loss_cls": 0.2580838333815336, "loss_mask": 0.2840027753263712, "loss_rpn_cls": 0.05092025134945288, "loss_rpn_loc": 0.07978658388310578, "loss_sem_seg": 0.3862358648329973, "lr": 0.02, "mask_rcnn/accuracy": 0.8663874277951026, "mask_rcnn/false_negative": 0.11094144330320654, "mask_rcnn/false_positive": 0.1532411458563212, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5719496465007978, "total_loss": 1.3579012819682248} {"data_time": 0.012227385501319077, "eta_seconds": 134299.98979933778, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.47764711976792373, "fast_rcnn/fg_cls_accuracy": 0.5006091617933723, "iteration": 32319, "loss_box_reg": 0.2517090467736125, "loss_cls": 0.2545895059593022, "loss_mask": 0.28217576816678047, "loss_rpn_cls": 0.06177173086325638, "loss_rpn_loc": 0.08098779572173953, "loss_sem_seg": 0.3792290771380067, "lr": 0.02, "mask_rcnn/accuracy": 0.8702171407750743, "mask_rcnn/false_negative": 0.09172369955803975, "mask_rcnn/false_positive": 0.1563120206388471, "roi_head/num_bg_samples": 457.75, "roi_head/num_fg_samples": 54.25, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5653520304986159, "total_loss": 1.3109859246760607} {"data_time": 0.012370806000035373, "eta_seconds": 134259.0637816627, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.3333333333333333, "fast_rcnn/fg_cls_accuracy": 0.6280864197530864, "iteration": 32339, "loss_box_reg": 0.21665532467886806, "loss_cls": 0.20874124066904187, "loss_mask": 0.26791007816791534, "loss_rpn_cls": 0.04812456769286655, "loss_rpn_loc": 0.07641607488039881, "loss_sem_seg": 0.3568205051124096, "lr": 0.02, "mask_rcnn/accuracy": 0.8997755062673217, "mask_rcnn/false_negative": 0.0895484404923762, "mask_rcnn/false_positive": 0.11756751361864207, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5626497779994679, "total_loss": 1.1890574650897179} {"data_time": 0.013027846000113641, "eta_seconds": 134259.0891270684, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.41944444444444445, "fast_rcnn/fg_cls_accuracy": 0.5264073202054795, "iteration": 32359, "loss_box_reg": 0.24420993472449481, "loss_cls": 0.23445578385144472, "loss_mask": 0.2839004332199693, "loss_rpn_cls": 0.04955937217891915, "loss_rpn_loc": 0.06747529440326616, "loss_sem_seg": 0.34510073345154524, "lr": 0.02, "mask_rcnn/accuracy": 0.8889183141093041, "mask_rcnn/false_negative": 0.09603574058310477, "mask_rcnn/false_positive": 0.14603646859001368, "roi_head/num_bg_samples": 464.0, "roi_head/num_fg_samples": 48.0, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.566679583500445, "total_loss": 1.1965310042360215} {"data_time": 0.01243324200004281, "eta_seconds": 134236.46704702274, "fast_rcnn/cls_accuracy": 0.91357421875, "fast_rcnn/false_negative": 0.49180563542265665, "fast_rcnn/fg_cls_accuracy": 0.49805922944220815, "iteration": 32379, "loss_box_reg": 0.23139547812752426, "loss_cls": 0.24065468017943203, "loss_mask": 0.2631102385930717, "loss_rpn_cls": 0.04865612450521439, "loss_rpn_loc": 0.06680322287138551, "loss_sem_seg": 0.3988473089411855, "lr": 0.02, "mask_rcnn/accuracy": 0.8785942407265936, "mask_rcnn/false_negative": 0.10681319242010287, "mask_rcnn/false_positive": 0.13030181732915858, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5725874589988962, "total_loss": 1.271961772123177} {"data_time": 0.013542603001042153, "eta_seconds": 134245.90352562355, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.3846437346437347, "fast_rcnn/fg_cls_accuracy": 0.5688405797101449, "iteration": 32399, "loss_box_reg": 0.25400310941040516, "loss_cls": 0.2453769682906568, "loss_mask": 0.27192877139896154, "loss_rpn_cls": 0.055700707889627665, "loss_rpn_loc": 0.08134519681334496, "loss_sem_seg": 0.3650428978726268, "lr": 0.02, "mask_rcnn/accuracy": 0.8765509110181895, "mask_rcnn/false_negative": 0.09004730520429238, "mask_rcnn/false_positive": 0.1454307688479282, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5797623719990952, "total_loss": 1.3153997052577324} {"data_time": 0.012188015498395544, "eta_seconds": 134234.6034129535, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.39535603715170275, "fast_rcnn/fg_cls_accuracy": 0.5412020905923345, "iteration": 32419, "loss_box_reg": 0.2545690319966525, "loss_cls": 0.2530353325419128, "loss_mask": 0.2757432437501848, "loss_rpn_cls": 0.046743081766180694, "loss_rpn_loc": 0.06697097653523088, "loss_sem_seg": 0.3830510498955846, "lr": 0.02, "mask_rcnn/accuracy": 0.8820536105584023, "mask_rcnn/false_negative": 0.0921740463211223, "mask_rcnn/false_positive": 0.13984685753632015, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5654397170019365, "total_loss": 1.340742619431694} {"data_time": 0.012465337000321597, "eta_seconds": 134369.13807791926, "fast_rcnn/cls_accuracy": 0.908203125, "fast_rcnn/false_negative": 0.43684304825609177, "fast_rcnn/fg_cls_accuracy": 0.48411116322701686, "iteration": 32439, "loss_box_reg": 0.29215985257178545, "loss_cls": 0.27340774750337005, "loss_mask": 0.2812868244946003, "loss_rpn_cls": 0.05676073441281915, "loss_rpn_loc": 0.08566052280366421, "loss_sem_seg": 0.3950517359189689, "lr": 0.02, "mask_rcnn/accuracy": 0.8671261735017715, "mask_rcnn/false_negative": 0.09667017752984439, "mask_rcnn/false_positive": 0.17013466232250601, "roi_head/num_bg_samples": 431.0, "roi_head/num_fg_samples": 81.0, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.573919136000768, "total_loss": 1.3840572017652448} {"data_time": 0.013054063500021584, "eta_seconds": 134348.03757316226, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.4073119511263841, "fast_rcnn/fg_cls_accuracy": 0.45600227085053674, "iteration": 32459, "loss_box_reg": 0.2272132441867143, "loss_cls": 0.22840614686720073, "loss_mask": 0.2783997245132923, "loss_rpn_cls": 0.048772121081128716, "loss_rpn_loc": 0.08928102714708075, "loss_sem_seg": 0.37697337847203016, "lr": 0.02, "mask_rcnn/accuracy": 0.8967486300075587, "mask_rcnn/false_negative": 0.10595275635472434, "mask_rcnn/false_positive": 0.13899403464219834, "roi_head/num_bg_samples": 463.0, "roi_head/num_fg_samples": 49.0, "rpn/num_neg_anchors": 235.0, "rpn/num_pos_anchors": 21.0, "time": 0.5633565064999857, "total_loss": 1.252868981740903} {"data_time": 0.011399376999179367, "eta_seconds": 134313.03162485894, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.476580412708811, "fast_rcnn/fg_cls_accuracy": 0.5089003732414585, "iteration": 32479, "loss_box_reg": 0.26420394238084555, "loss_cls": 0.26634506322443485, "loss_mask": 0.2860877560451627, "loss_rpn_cls": 0.055836763815023005, "loss_rpn_loc": 0.10226700216298923, "loss_sem_seg": 0.3902090508490801, "lr": 0.02, "mask_rcnn/accuracy": 0.8753495329783143, "mask_rcnn/false_negative": 0.10900323995567593, "mask_rcnn/false_positive": 0.14089775668962096, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5518134545000066, "total_loss": 1.3575903303571977} {"data_time": 0.01233555900034844, "eta_seconds": 134294.20894689285, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.4585918114143921, "fast_rcnn/fg_cls_accuracy": 0.5266206896551724, "iteration": 32499, "loss_box_reg": 0.25443862285465, "loss_cls": 0.25816944893449545, "loss_mask": 0.2845759014599025, "loss_rpn_cls": 0.05836438940605149, "loss_rpn_loc": 0.08092363114701584, "loss_sem_seg": 0.3869092268869281, "lr": 0.02, "mask_rcnn/accuracy": 0.868029059449867, "mask_rcnn/false_negative": 0.10291760545067027, "mask_rcnn/false_positive": 0.15818603268727557, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5661118419993727, "total_loss": 1.3455090590578038} {"data_time": 0.011366641498170793, "eta_seconds": 134290.4124826989, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.46217984153307534, "fast_rcnn/fg_cls_accuracy": 0.5229345311011298, "iteration": 32519, "loss_box_reg": 0.24448092747479677, "loss_cls": 0.2550200456753373, "loss_mask": 0.2917834632098675, "loss_rpn_cls": 0.05471359478542581, "loss_rpn_loc": 0.08316467271652073, "loss_sem_seg": 0.39356700936332345, "lr": 0.02, "mask_rcnn/accuracy": 0.8592990752771001, "mask_rcnn/false_negative": 0.12283730788056801, "mask_rcnn/false_positive": 0.17392713168063695, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.5693185140007699, "total_loss": 1.3036550002871081} {"data_time": 0.011881066000569263, "eta_seconds": 134315.57395249614, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.3611505681818182, "fast_rcnn/fg_cls_accuracy": 0.5929627601314349, "iteration": 32539, "loss_box_reg": 0.2451043059118092, "loss_cls": 0.2536115818656981, "loss_mask": 0.27793889585882425, "loss_rpn_cls": 0.06254399063618621, "loss_rpn_loc": 0.07843047886854038, "loss_sem_seg": 0.3778333365917206, "lr": 0.02, "mask_rcnn/accuracy": 0.8917169802595516, "mask_rcnn/false_negative": 0.10159238485694937, "mask_rcnn/false_positive": 0.1241223966057763, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5748035154992976, "total_loss": 1.2948444018838927} {"data_time": 0.014402449000044726, "eta_seconds": 134210.10253792678, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.3875474083438685, "fast_rcnn/fg_cls_accuracy": 0.5300260126347083, "iteration": 32559, "loss_box_reg": 0.23096776753664017, "loss_cls": 0.24677412817254663, "loss_mask": 0.27286582067608833, "loss_rpn_cls": 0.055786418248317204, "loss_rpn_loc": 0.08890878985403106, "loss_sem_seg": 0.4210226219147444, "lr": 0.02, "mask_rcnn/accuracy": 0.877577382080153, "mask_rcnn/false_negative": 0.10140201043482226, "mask_rcnn/false_positive": 0.14937017236161246, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5471257560002414, "total_loss": 1.320404200028861} {"data_time": 0.013454631998683908, "eta_seconds": 134198.79782622677, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.4371153176170015, "fast_rcnn/fg_cls_accuracy": 0.4799923707800877, "iteration": 32579, "loss_box_reg": 0.25201796647161245, "loss_cls": 0.27308103162795305, "loss_mask": 0.280170775949955, "loss_rpn_cls": 0.057426828920142725, "loss_rpn_loc": 0.08524598748772405, "loss_sem_seg": 0.37168651167303324, "lr": 0.02, "mask_rcnn/accuracy": 0.8844087684221789, "mask_rcnn/false_negative": 0.1143351226512667, "mask_rcnn/false_positive": 0.1405483683377246, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.556282862999069, "total_loss": 1.3145532730559353} {"data_time": 0.012351759001830942, "eta_seconds": 134256.63010204193, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.4280686502706189, "fast_rcnn/fg_cls_accuracy": 0.569161607623146, "iteration": 32599, "loss_box_reg": 0.2579278345219791, "loss_cls": 0.2591537502594292, "loss_mask": 0.28424662444740534, "loss_rpn_cls": 0.05405377707211301, "loss_rpn_loc": 0.078602546651382, "loss_sem_seg": 0.36072399746626616, "lr": 0.02, "mask_rcnn/accuracy": 0.8946825281777544, "mask_rcnn/false_negative": 0.09201214083947488, "mask_rcnn/false_positive": 0.117974691329263, "roi_head/num_bg_samples": 432.5, "roi_head/num_fg_samples": 79.5, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.572116545499739, "total_loss": 1.2791796411620453} {"data_time": 0.01252098099939758, "eta_seconds": 134245.31956585194, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.4678937558247903, "fast_rcnn/fg_cls_accuracy": 0.49766355140186913, "iteration": 32619, "loss_box_reg": 0.23827363271266222, "loss_cls": 0.2560106012970209, "loss_mask": 0.2896840702742338, "loss_rpn_cls": 0.06364872632548213, "loss_rpn_loc": 0.07765670848311856, "loss_sem_seg": 0.4292898450512439, "lr": 0.02, "mask_rcnn/accuracy": 0.890349167810399, "mask_rcnn/false_negative": 0.0886302307257617, "mask_rcnn/false_positive": 0.13825380897998207, "roi_head/num_bg_samples": 460.0, "roi_head/num_fg_samples": 52.0, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5569143394986895, "total_loss": 1.3844409359444398} {"data_time": 0.01156467750115553, "eta_seconds": 134246.23347718234, "fast_rcnn/cls_accuracy": 0.90478515625, "fast_rcnn/false_negative": 0.501159265204209, "fast_rcnn/fg_cls_accuracy": 0.4085963973604423, "iteration": 32639, "loss_box_reg": 0.25058086309581995, "loss_cls": 0.2448888886719942, "loss_mask": 0.2913414975628257, "loss_rpn_cls": 0.05799006190500222, "loss_rpn_loc": 0.09306532621849328, "loss_sem_seg": 0.3826867542229593, "lr": 0.02, "mask_rcnn/accuracy": 0.8700842407610976, "mask_rcnn/false_negative": 0.08952677579594151, "mask_rcnn/false_positive": 0.1558221250061847, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5590706559996761, "total_loss": 1.318200507434085} {"data_time": 0.013117720998707227, "eta_seconds": 134247.69809551627, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.42781954887218043, "fast_rcnn/fg_cls_accuracy": 0.4841334894613583, "iteration": 32659, "loss_box_reg": 0.26069464767351747, "loss_cls": 0.26655989745631814, "loss_mask": 0.2873526709154248, "loss_rpn_cls": 0.049182633170858026, "loss_rpn_loc": 0.07690771752095316, "loss_sem_seg": 0.3971238574013114, "lr": 0.02, "mask_rcnn/accuracy": 0.8811041741257907, "mask_rcnn/false_negative": 0.09635105380009604, "mask_rcnn/false_positive": 0.12579850893239536, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5562940814998001, "total_loss": 1.3004878088831902} {"data_time": 0.012016875500194146, "eta_seconds": 134231.69053145818, "fast_rcnn/cls_accuracy": 0.91064453125, "fast_rcnn/false_negative": 0.42943262411347516, "fast_rcnn/fg_cls_accuracy": 0.5038920045355644, "iteration": 32679, "loss_box_reg": 0.26679399982094765, "loss_cls": 0.27372271521016955, "loss_mask": 0.29094027262181044, "loss_rpn_cls": 0.05685117997927591, "loss_rpn_loc": 0.08201485054451041, "loss_sem_seg": 0.3178882016800344, "lr": 0.02, "mask_rcnn/accuracy": 0.8638659917091838, "mask_rcnn/false_negative": 0.11339707665484314, "mask_rcnn/false_positive": 0.18504066824292706, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.5592227090000961, "total_loss": 1.3226413634838536} {"data_time": 0.013254313500510762, "eta_seconds": 134220.3782842882, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.41892639734366355, "fast_rcnn/fg_cls_accuracy": 0.5713818555545174, "iteration": 32699, "loss_box_reg": 0.2675340354908258, "loss_cls": 0.25169071974232793, "loss_mask": 0.29731583781540394, "loss_rpn_cls": 0.05324415257200599, "loss_rpn_loc": 0.07704515184741467, "loss_sem_seg": 0.40089943958446383, "lr": 0.02, "mask_rcnn/accuracy": 0.8729266498834711, "mask_rcnn/false_negative": 0.11492977001894283, "mask_rcnn/false_positive": 0.13427840602628985, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5672381985004904, "total_loss": 1.3466188138409052} {"data_time": 0.013378016497881617, "eta_seconds": 134238.5070330103, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.3023177695666779, "fast_rcnn/fg_cls_accuracy": 0.6765174561784731, "iteration": 32719, "loss_box_reg": 0.25813560746610165, "loss_cls": 0.24995027715340257, "loss_mask": 0.2703836113214493, "loss_rpn_cls": 0.0524608597625047, "loss_rpn_loc": 0.0731699884054251, "loss_sem_seg": 0.3605235619470477, "lr": 0.02, "mask_rcnn/accuracy": 0.8742675315599371, "mask_rcnn/false_negative": 0.098436263830006, "mask_rcnn/false_positive": 0.15898326825469034, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.5761628680011199, "total_loss": 1.2932620203355327} {"data_time": 0.013137249999999767, "eta_seconds": 134235.78233914252, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.41103896103896104, "fast_rcnn/fg_cls_accuracy": 0.5755555555555556, "iteration": 32739, "loss_box_reg": 0.25511618820019066, "loss_cls": 0.24362867837771773, "loss_mask": 0.27390144672244787, "loss_rpn_cls": 0.04587074409937486, "loss_rpn_loc": 0.07925381581299007, "loss_sem_seg": 0.3582713548094034, "lr": 0.02, "mask_rcnn/accuracy": 0.896319985416793, "mask_rcnn/false_negative": 0.09229525090542738, "mask_rcnn/false_positive": 0.1088410939367371, "roi_head/num_bg_samples": 458.25, "roi_head/num_fg_samples": 53.75, "rpn/num_neg_anchors": 236.0, "rpn/num_pos_anchors": 20.0, "time": 0.5644367509994481, "total_loss": 1.2720951474038884} {"data_time": 0.01313620349901612, "eta_seconds": 134224.46688634253, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.42270220588235297, "fast_rcnn/fg_cls_accuracy": 0.5729575163398692, "iteration": 32759, "loss_box_reg": 0.25424167164601386, "loss_cls": 0.24961188435554504, "loss_mask": 0.28237213706597686, "loss_rpn_cls": 0.05367258237674832, "loss_rpn_loc": 0.0822234790539369, "loss_sem_seg": 0.4110347942914814, "lr": 0.02, "mask_rcnn/accuracy": 0.8826086073379881, "mask_rcnn/false_negative": 0.09288416653726436, "mask_rcnn/false_positive": 0.13171195135031116, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5626066755012289, "total_loss": 1.3559836236818228} {"data_time": 0.012380815998767503, "eta_seconds": 134190.26506254578, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.38799283154121866, "fast_rcnn/fg_cls_accuracy": 0.5335518102372034, "iteration": 32779, "loss_box_reg": 0.2385750231333077, "loss_cls": 0.23319367691874504, "loss_mask": 0.2839397508651018, "loss_rpn_cls": 0.05130672105588019, "loss_rpn_loc": 0.07615247467765585, "loss_sem_seg": 0.3609741274267435, "lr": 0.02, "mask_rcnn/accuracy": 0.8914395038707563, "mask_rcnn/false_negative": 0.09145802756661152, "mask_rcnn/false_positive": 0.141798025861066, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5617326054998557, "total_loss": 1.2205194713314995} {"data_time": 0.012070067999957246, "eta_seconds": 134178.95153928583, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.4689655172413793, "fast_rcnn/fg_cls_accuracy": 0.47193595877806405, "iteration": 32799, "loss_box_reg": 0.271323932800442, "loss_cls": 0.2639475231990218, "loss_mask": 0.2901366148144007, "loss_rpn_cls": 0.05722853838233277, "loss_rpn_loc": 0.08759531017858535, "loss_sem_seg": 0.4005611634347588, "lr": 0.02, "mask_rcnn/accuracy": 0.8713395500205317, "mask_rcnn/false_negative": 0.11068394283451162, "mask_rcnn/false_positive": 0.15779959263728546, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5704544089985575, "total_loss": 1.3982641791953938} {"data_time": 0.013396412497968413, "eta_seconds": 134181.9333895104, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.35910531877421625, "fast_rcnn/fg_cls_accuracy": 0.5937304858249032, "iteration": 32819, "loss_box_reg": 0.28383825276978314, "loss_cls": 0.25490411929786205, "loss_mask": 0.29584504198282957, "loss_rpn_cls": 0.05348110682098195, "loss_rpn_loc": 0.0783001029631123, "loss_sem_seg": 0.39197373390197754, "lr": 0.02, "mask_rcnn/accuracy": 0.8737196307094266, "mask_rcnn/false_negative": 0.1101225692818994, "mask_rcnn/false_positive": 0.132490633000712, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5641604009997536, "total_loss": 1.384928681945894} {"data_time": 0.011868358000356238, "eta_seconds": 134179.2050751425, "fast_rcnn/cls_accuracy": 0.91015625, "fast_rcnn/false_negative": 0.4952507598784195, "fast_rcnn/fg_cls_accuracy": 0.4355053191489362, "iteration": 32839, "loss_box_reg": 0.2642387170344591, "loss_cls": 0.26108589698560536, "loss_mask": 0.2806227430701256, "loss_rpn_cls": 0.05874660544213839, "loss_rpn_loc": 0.09021253633545712, "loss_sem_seg": 0.3846269571222365, "lr": 0.02, "mask_rcnn/accuracy": 0.8636000608178982, "mask_rcnn/false_negative": 0.11024338529714636, "mask_rcnn/false_positive": 0.17617947327093614, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.5590437574992393, "total_loss": 1.3438049535034224} {"data_time": 0.012600707999808947, "eta_seconds": 134145.01096950594, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.4323657474600871, "fast_rcnn/fg_cls_accuracy": 0.5221798718676507, "iteration": 32859, "loss_box_reg": 0.24694229569286108, "loss_cls": 0.24258561083115637, "loss_mask": 0.2779858186841011, "loss_rpn_cls": 0.053798914508661255, "loss_rpn_loc": 0.07636009919224307, "loss_sem_seg": 0.3633836479857564, "lr": 0.02, "mask_rcnn/accuracy": 0.8697469626400027, "mask_rcnn/false_negative": 0.10262129380271631, "mask_rcnn/false_positive": 0.14159974811163112, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5592545914987568, "total_loss": 1.2986797348421533} {"data_time": 0.012730588499834994, "eta_seconds": 134123.25902438647, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.4634157085590943, "fast_rcnn/fg_cls_accuracy": 0.5021062271062271, "iteration": 32879, "loss_box_reg": 0.2473942618817091, "loss_cls": 0.23071311484090984, "loss_mask": 0.2773940833285451, "loss_rpn_cls": 0.04878361540613696, "loss_rpn_loc": 0.07109182589920238, "loss_sem_seg": 0.44507772801443934, "lr": 0.02, "mask_rcnn/accuracy": 0.8643636044957367, "mask_rcnn/false_negative": 0.12811935429528928, "mask_rcnn/false_positive": 0.1579322686708125, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5615421365000657, "total_loss": 1.2785249644366559} {"data_time": 0.012901726500786026, "eta_seconds": 134122.38392298602, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.4550438596491228, "fast_rcnn/fg_cls_accuracy": 0.5148118916074718, "iteration": 32899, "loss_box_reg": 0.27772409142926335, "loss_cls": 0.26304517360404134, "loss_mask": 0.2876285593956709, "loss_rpn_cls": 0.06284803745802492, "loss_rpn_loc": 0.0880534689349588, "loss_sem_seg": 0.41400948446244, "lr": 0.02, "mask_rcnn/accuracy": 0.8531684139439156, "mask_rcnn/false_negative": 0.11689461168707246, "mask_rcnn/false_positive": 0.13613427383809523, "roi_head/num_bg_samples": 466.75, "roi_head/num_fg_samples": 45.25, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5717038330003561, "total_loss": 1.4025501364376396} {"data_time": 0.012147237001045141, "eta_seconds": 134095.9435654183, "fast_rcnn/cls_accuracy": 0.89599609375, "fast_rcnn/false_negative": 0.43634192240880143, "fast_rcnn/fg_cls_accuracy": 0.5348307073416024, "iteration": 32919, "loss_box_reg": 0.2521266199182719, "loss_cls": 0.265926543623209, "loss_mask": 0.2817381052300334, "loss_rpn_cls": 0.05291848519118503, "loss_rpn_loc": 0.06983757670968771, "loss_sem_seg": 0.3329213452525437, "lr": 0.02, "mask_rcnn/accuracy": 0.8882981601731601, "mask_rcnn/false_negative": 0.08501715072239704, "mask_rcnn/false_positive": 0.15028049920331832, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.5531871600014711, "total_loss": 1.2787129878124688} {"data_time": 0.012957654000274488, "eta_seconds": 134076.55998388244, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.5130538701967273, "fast_rcnn/fg_cls_accuracy": 0.44180915609487037, "iteration": 32939, "loss_box_reg": 0.24583119014278054, "loss_cls": 0.2800799384713173, "loss_mask": 0.2824120386503637, "loss_rpn_cls": 0.04603355660219677, "loss_rpn_loc": 0.07447455869987607, "loss_sem_seg": 0.4174133618362248, "lr": 0.02, "mask_rcnn/accuracy": 0.8934777233390964, "mask_rcnn/false_negative": 0.10759281927443193, "mask_rcnn/false_positive": 0.12047506577506392, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5654796029994031, "total_loss": 1.369900078017963} {"data_time": 0.013216170500527369, "eta_seconds": 134065.24841766246, "fast_rcnn/cls_accuracy": 0.892578125, "fast_rcnn/false_negative": 0.4966830466830467, "fast_rcnn/fg_cls_accuracy": 0.4493289353958144, "iteration": 32959, "loss_box_reg": 0.2765863905660808, "loss_cls": 0.28803988080471754, "loss_mask": 0.2844959879294038, "loss_rpn_cls": 0.048055796389235184, "loss_rpn_loc": 0.08670945302583277, "loss_sem_seg": 0.4071538411080837, "lr": 0.02, "mask_rcnn/accuracy": 0.8896579470240185, "mask_rcnn/false_negative": 0.08765470531343127, "mask_rcnn/false_positive": 0.14410750503835446, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5671536755016859, "total_loss": 1.4152039111941122} {"data_time": 0.013401754998994875, "eta_seconds": 134215.134359279, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.303763440860215, "fast_rcnn/fg_cls_accuracy": 0.6238095238095238, "iteration": 32979, "loss_box_reg": 0.2601197569165379, "loss_cls": 0.2484937971457839, "loss_mask": 0.2804187098518014, "loss_rpn_cls": 0.05440040322719142, "loss_rpn_loc": 0.07809521231683902, "loss_sem_seg": 0.33463037945330143, "lr": 0.02, "mask_rcnn/accuracy": 0.8789913463552577, "mask_rcnn/false_negative": 0.09974783733028073, "mask_rcnn/false_positive": 0.1234244316529667, "roi_head/num_bg_samples": 459.5, "roi_head/num_fg_samples": 52.5, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5776397959998576, "total_loss": 1.2836404902263894} {"data_time": 0.012780547500369721, "eta_seconds": 134247.04729844624, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.3758169934640523, "fast_rcnn/fg_cls_accuracy": 0.5342782040352373, "iteration": 32999, "loss_box_reg": 0.27512925397604704, "loss_cls": 0.2591859670355916, "loss_mask": 0.2941422061994672, "loss_rpn_cls": 0.05272702913498506, "loss_rpn_loc": 0.08074029191629961, "loss_sem_seg": 0.4068813733756542, "lr": 0.02, "mask_rcnn/accuracy": 0.8854180025440883, "mask_rcnn/false_negative": 0.1038556554120119, "mask_rcnn/false_positive": 0.13445780914887095, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5737088870009757, "total_loss": 1.450925413169898} {"data_time": 0.012707826501355157, "eta_seconds": 134054.50278342626, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.42294461644306847, "fast_rcnn/fg_cls_accuracy": 0.5344212136664968, "iteration": 33019, "loss_box_reg": 0.2378520097117871, "loss_cls": 0.23360489518381655, "loss_mask": 0.28620447404682636, "loss_rpn_cls": 0.052887501689838246, "loss_rpn_loc": 0.06971268280176446, "loss_sem_seg": 0.38328464701771736, "lr": 0.02, "mask_rcnn/accuracy": 0.8664083557951483, "mask_rcnn/false_negative": 0.12338182259234179, "mask_rcnn/false_positive": 0.13163433219658766, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5624247705000016, "total_loss": 1.2983489487378392} {"data_time": 0.011988916498012259, "eta_seconds": 134028.07008239836, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.36904761904761907, "fast_rcnn/fg_cls_accuracy": 0.6017045454545455, "iteration": 33039, "loss_box_reg": 0.24882557056844234, "loss_cls": 0.24314366932958364, "loss_mask": 0.2843405697494745, "loss_rpn_cls": 0.06099791720043868, "loss_rpn_loc": 0.08965126541443169, "loss_sem_seg": 0.3663673959672451, "lr": 0.02, "mask_rcnn/accuracy": 0.8723651523344989, "mask_rcnn/false_negative": 0.09489168915629403, "mask_rcnn/false_positive": 0.15710329044472204, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.5486315625003044, "total_loss": 1.328488701605238} {"data_time": 0.012892649499917752, "eta_seconds": 134008.69058656247, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3981900452488688, "fast_rcnn/fg_cls_accuracy": 0.5494669836643915, "iteration": 33059, "loss_box_reg": 0.25303250551223755, "loss_cls": 0.25555805675685406, "loss_mask": 0.27486180048435926, "loss_rpn_cls": 0.05369035981129855, "loss_rpn_loc": 0.07380871946224943, "loss_sem_seg": 0.3779388349503279, "lr": 0.02, "mask_rcnn/accuracy": 0.865676768930645, "mask_rcnn/false_negative": 0.10642238929425765, "mask_rcnn/false_positive": 0.15642303862966989, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.555468890001066, "total_loss": 1.2820326779328752} {"data_time": 0.011965235999014112, "eta_seconds": 133964.32273673257, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.3546875, "fast_rcnn/fg_cls_accuracy": 0.5680480072463768, "iteration": 33079, "loss_box_reg": 0.2528704791329801, "loss_cls": 0.2298353670630604, "loss_mask": 0.27995463367551565, "loss_rpn_cls": 0.04261801828397438, "loss_rpn_loc": 0.07200563431251794, "loss_sem_seg": 0.38813838828355074, "lr": 0.02, "mask_rcnn/accuracy": 0.8812203554803921, "mask_rcnn/false_negative": 0.1141929112838222, "mask_rcnn/false_positive": 0.1256156086412083, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 235.25, "rpn/num_pos_anchors": 20.75, "time": 0.5611829270001181, "total_loss": 1.281351160556369} {"data_time": 0.011909006498171948, "eta_seconds": 133909.02156321917, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.3496508379888268, "fast_rcnn/fg_cls_accuracy": 0.567807452422837, "iteration": 33099, "loss_box_reg": 0.2616493469104171, "loss_cls": 0.25169875752180815, "loss_mask": 0.2732011233456433, "loss_rpn_cls": 0.05864727380685508, "loss_rpn_loc": 0.07985084969550371, "loss_sem_seg": 0.3578886711038649, "lr": 0.02, "mask_rcnn/accuracy": 0.8807351237198175, "mask_rcnn/false_negative": 0.11337262569243237, "mask_rcnn/false_positive": 0.13392007211560372, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.5602606199990987, "total_loss": 1.3025216279784217} {"data_time": 0.011896064499524073, "eta_seconds": 133982.8210937184, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.43841855480710346, "fast_rcnn/fg_cls_accuracy": 0.5020163871463321, "iteration": 33119, "loss_box_reg": 0.25695264199748635, "loss_cls": 0.25638177851215005, "loss_mask": 0.28163772635161877, "loss_rpn_cls": 0.05162491265218705, "loss_rpn_loc": 0.08413774549262598, "loss_sem_seg": 0.39704711688682437, "lr": 0.02, "mask_rcnn/accuracy": 0.8834131205329208, "mask_rcnn/false_negative": 0.11849210699276455, "mask_rcnn/false_positive": 0.13622683937742133, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5733803040002385, "total_loss": 1.306132438709028} {"data_time": 0.012253996001163614, "eta_seconds": 133963.4443216825, "fast_rcnn/cls_accuracy": 0.912109375, "fast_rcnn/false_negative": 0.41418342253724866, "fast_rcnn/fg_cls_accuracy": 0.5577663671373556, "iteration": 33139, "loss_box_reg": 0.22943007946014404, "loss_cls": 0.23855773685500026, "loss_mask": 0.27518182899802923, "loss_rpn_cls": 0.06880924914730713, "loss_rpn_loc": 0.09106629545567557, "loss_sem_seg": 0.4226187141612172, "lr": 0.02, "mask_rcnn/accuracy": 0.8711997803605747, "mask_rcnn/false_negative": 0.08630237213169144, "mask_rcnn/false_positive": 0.16173824636843492, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5600257525002235, "total_loss": 1.3620096244267188} {"data_time": 0.013021101498452481, "eta_seconds": 133935.63003004994, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.3319745222929936, "fast_rcnn/fg_cls_accuracy": 0.5473403339645377, "iteration": 33159, "loss_box_reg": 0.25911647360771894, "loss_cls": 0.27455790853127837, "loss_mask": 0.28281756304204464, "loss_rpn_cls": 0.05504384866799228, "loss_rpn_loc": 0.086024216550868, "loss_sem_seg": 0.3876391276717186, "lr": 0.02, "mask_rcnn/accuracy": 0.896619554669954, "mask_rcnn/false_negative": 0.08757137574044216, "mask_rcnn/false_positive": 0.12133126749609892, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5698938495006587, "total_loss": 1.3456889830413274} {"data_time": 0.013801064500512439, "eta_seconds": 133863.80131625923, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.4275862068965517, "fast_rcnn/fg_cls_accuracy": 0.5013718946978124, "iteration": 33179, "loss_box_reg": 0.2491225777193904, "loss_cls": 0.24069763952866197, "loss_mask": 0.2879331633448601, "loss_rpn_cls": 0.052405810449272394, "loss_rpn_loc": 0.07170322962338105, "loss_sem_seg": 0.42563281394541264, "lr": 0.02, "mask_rcnn/accuracy": 0.863648648553102, "mask_rcnn/false_negative": 0.1135823417196091, "mask_rcnn/false_positive": 0.16875476547187163, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5603540935007914, "total_loss": 1.3162107993266545} {"data_time": 0.012724901500405394, "eta_seconds": 133806.22474729904, "fast_rcnn/cls_accuracy": 0.91015625, "fast_rcnn/false_negative": 0.47368752360569055, "fast_rcnn/fg_cls_accuracy": 0.4725193264852271, "iteration": 33199, "loss_box_reg": 0.25349549530074, "loss_cls": 0.24461008934304118, "loss_mask": 0.28604399506002665, "loss_rpn_cls": 0.056973385508172214, "loss_rpn_loc": 0.08635117876110598, "loss_sem_seg": 0.3812862141057849, "lr": 0.02, "mask_rcnn/accuracy": 0.8710682647839241, "mask_rcnn/false_negative": 0.10009174977372451, "mask_rcnn/false_positive": 0.15411684469531914, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5681521144997532, "total_loss": 1.3369399284711108} {"data_time": 0.012923754000439658, "eta_seconds": 133869.2891656221, "fast_rcnn/cls_accuracy": 0.90869140625, "fast_rcnn/false_negative": 0.44903468586387435, "fast_rcnn/fg_cls_accuracy": 0.5068724379069207, "iteration": 33219, "loss_box_reg": 0.2589748071040958, "loss_cls": 0.24186564981937408, "loss_mask": 0.29278771579265594, "loss_rpn_cls": 0.05108186154393479, "loss_rpn_loc": 0.07350163141381927, "loss_sem_seg": 0.3859282871708274, "lr": 0.02, "mask_rcnn/accuracy": 0.8554061301353664, "mask_rcnn/false_negative": 0.12128130845842458, "mask_rcnn/false_positive": 0.1607102776410129, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5756760234999092, "total_loss": 1.3596438507956918} {"data_time": 0.013141825502316351, "eta_seconds": 133914.94761069847, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.3517281488866733, "fast_rcnn/fg_cls_accuracy": 0.6259340258793512, "iteration": 33239, "loss_box_reg": 0.2696664775721729, "loss_cls": 0.27407107362523675, "loss_mask": 0.290052548982203, "loss_rpn_cls": 0.0603615477157291, "loss_rpn_loc": 0.0832062682020478, "loss_sem_seg": 0.41177221294492483, "lr": 0.02, "mask_rcnn/accuracy": 0.8818764426661492, "mask_rcnn/false_negative": 0.09358248931562055, "mask_rcnn/false_positive": 0.12255350516866256, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5788586019989452, "total_loss": 1.384374836939969} {"data_time": 0.012209047499709413, "eta_seconds": 133895.57492436256, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.38111979166666665, "fast_rcnn/fg_cls_accuracy": 0.5540100621485646, "iteration": 33259, "loss_box_reg": 0.25599280558526516, "loss_cls": 0.25833975593559444, "loss_mask": 0.29025762993842363, "loss_rpn_cls": 0.0501664774492383, "loss_rpn_loc": 0.08290889684576541, "loss_sem_seg": 0.40378548530861735, "lr": 0.02, "mask_rcnn/accuracy": 0.8683221071004377, "mask_rcnn/false_negative": 0.09535321538495384, "mask_rcnn/false_positive": 0.14358235738576178, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.564654141500796, "total_loss": 1.323875808615412} {"data_time": 0.01220553199891583, "eta_seconds": 133884.26335814258, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.36257861635220123, "fast_rcnn/fg_cls_accuracy": 0.609562966346886, "iteration": 33279, "loss_box_reg": 0.22399277985095978, "loss_cls": 0.22236133366823196, "loss_mask": 0.2782306233420968, "loss_rpn_cls": 0.04814952297601849, "loss_rpn_loc": 0.07558300095843151, "loss_sem_seg": 0.3754902870859951, "lr": 0.02, "mask_rcnn/accuracy": 0.8709831551668286, "mask_rcnn/false_negative": 0.09767800502237482, "mask_rcnn/false_positive": 0.1459531211873671, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.559779063998576, "total_loss": 1.2530155946151353} {"data_time": 0.013197826998293749, "eta_seconds": 133893.81876025995, "fast_rcnn/cls_accuracy": 0.90087890625, "fast_rcnn/false_negative": 0.4477286312014346, "fast_rcnn/fg_cls_accuracy": 0.44000398361028914, "iteration": 33299, "loss_box_reg": 0.2560781389474869, "loss_cls": 0.24574343813583255, "loss_mask": 0.2746920813806355, "loss_rpn_cls": 0.062019751596380956, "loss_rpn_loc": 0.08351304760435596, "loss_sem_seg": 0.34601841773837805, "lr": 0.02, "mask_rcnn/accuracy": 0.8773490877832615, "mask_rcnn/false_negative": 0.11927420014099496, "mask_rcnn/false_positive": 0.15302430116617144, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5736426700004813, "total_loss": 1.3052431847609114} {"data_time": 0.012523767998573021, "eta_seconds": 133955.79843620874, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.4111111111111111, "fast_rcnn/fg_cls_accuracy": 0.49279513888888893, "iteration": 33319, "loss_box_reg": 0.2617535851895809, "loss_cls": 0.2516078408807516, "loss_mask": 0.28533601434901357, "loss_rpn_cls": 0.05749484052648768, "loss_rpn_loc": 0.09549779072403908, "loss_sem_seg": 0.388831433840096, "lr": 0.02, "mask_rcnn/accuracy": 0.8767180374022268, "mask_rcnn/false_negative": 0.08609989701490775, "mask_rcnn/false_positive": 0.1450137315655753, "roi_head/num_bg_samples": 462.0, "roi_head/num_fg_samples": 50.0, "rpn/num_neg_anchors": 236.25, "rpn/num_pos_anchors": 19.75, "time": 0.5713313195010414, "total_loss": 1.3655907967477106} {"data_time": 0.012430969500201172, "eta_seconds": 133935.31042963167, "fast_rcnn/cls_accuracy": 0.91015625, "fast_rcnn/false_negative": 0.37697326030927836, "fast_rcnn/fg_cls_accuracy": 0.4493589743589744, "iteration": 33339, "loss_box_reg": 0.24748876318335533, "loss_cls": 0.23476218385621905, "loss_mask": 0.2752157114446163, "loss_rpn_cls": 0.04805274151294725, "loss_rpn_loc": 0.07686500018462539, "loss_sem_seg": 0.41487389290705323, "lr": 0.02, "mask_rcnn/accuracy": 0.8766968764572362, "mask_rcnn/false_negative": 0.08942793527366547, "mask_rcnn/false_positive": 0.1307701686794372, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5594291035013157, "total_loss": 1.3027330352633726} {"data_time": 0.012428332498529926, "eta_seconds": 133822.1348879048, "fast_rcnn/cls_accuracy": 0.90771484375, "fast_rcnn/false_negative": 0.4911914370942271, "fast_rcnn/fg_cls_accuracy": 0.4531144315316977, "iteration": 33359, "loss_box_reg": 0.251833900809288, "loss_cls": 0.25703399581834674, "loss_mask": 0.27761805057525635, "loss_rpn_cls": 0.05540112213930115, "loss_rpn_loc": 0.08916562394006178, "loss_sem_seg": 0.3244678881019354, "lr": 0.02, "mask_rcnn/accuracy": 0.8610384627927876, "mask_rcnn/false_negative": 0.11515716110908142, "mask_rcnn/false_positive": 0.13607184851178467, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.5596004840008391, "total_loss": 1.2629560588102322} {"data_time": 0.01310047900005884, "eta_seconds": 133820.35193761645, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.4236699907745025, "fast_rcnn/fg_cls_accuracy": 0.5692131968545446, "iteration": 33379, "loss_box_reg": 0.25567344203591347, "loss_cls": 0.2543458226136863, "loss_mask": 0.2824354264885187, "loss_rpn_cls": 0.05204557388788089, "loss_rpn_loc": 0.08352357137482613, "loss_sem_seg": 0.3508909270167351, "lr": 0.02, "mask_rcnn/accuracy": 0.8711558927034669, "mask_rcnn/false_negative": 0.11341198073412806, "mask_rcnn/false_positive": 0.14493277677978753, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 0.5664366335004161, "total_loss": 1.2797744639392477} {"data_time": 0.013092911500280024, "eta_seconds": 133782.98897590704, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.4473755411255411, "fast_rcnn/fg_cls_accuracy": 0.476718509984639, "iteration": 33399, "loss_box_reg": 0.26095040421932936, "loss_cls": 0.25290529849007726, "loss_mask": 0.269406097009778, "loss_rpn_cls": 0.055101145640946925, "loss_rpn_loc": 0.09337071640766226, "loss_sem_seg": 0.37815371062606573, "lr": 0.02, "mask_rcnn/accuracy": 0.8897232804653368, "mask_rcnn/false_negative": 0.11116085436765089, "mask_rcnn/false_positive": 0.13021809634091713, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5696635970016359, "total_loss": 1.3140151869156398} {"data_time": 0.012078946501787868, "eta_seconds": 133785.92039822735, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.43622009981070387, "fast_rcnn/fg_cls_accuracy": 0.5080881294100705, "iteration": 33419, "loss_box_reg": 0.2520664967596531, "loss_cls": 0.2550203746650368, "loss_mask": 0.2804556777700782, "loss_rpn_cls": 0.0476941158703994, "loss_rpn_loc": 0.07799561001593247, "loss_sem_seg": 0.37267541140317917, "lr": 0.02, "mask_rcnn/accuracy": 0.866923418818208, "mask_rcnn/false_negative": 0.10553658784524504, "mask_rcnn/false_positive": 0.14862290809470838, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5770185119981761, "total_loss": 1.3361944953794591} {"data_time": 0.01357260150143702, "eta_seconds": 133710.9353272996, "fast_rcnn/cls_accuracy": 0.9072265625, "fast_rcnn/false_negative": 0.44217192691029905, "fast_rcnn/fg_cls_accuracy": 0.4611977321048901, "iteration": 33439, "loss_box_reg": 0.26724030543118715, "loss_cls": 0.25147527921944857, "loss_mask": 0.2869211593642831, "loss_rpn_cls": 0.05216533489874564, "loss_rpn_loc": 0.07928540286957286, "loss_sem_seg": 0.4058988308534026, "lr": 0.02, "mask_rcnn/accuracy": 0.8707811841388879, "mask_rcnn/false_negative": 0.09005755974218152, "mask_rcnn/false_positive": 0.17288286881626197, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5615674919990852, "total_loss": 1.345862547197612} {"data_time": 0.013058490498224273, "eta_seconds": 133705.53045189942, "fast_rcnn/cls_accuracy": 0.90283203125, "fast_rcnn/false_negative": 0.41540857895998085, "fast_rcnn/fg_cls_accuracy": 0.5595751231527093, "iteration": 33459, "loss_box_reg": 0.2713442323729396, "loss_cls": 0.27411776687949896, "loss_mask": 0.2798210382461548, "loss_rpn_cls": 0.05286026943940669, "loss_rpn_loc": 0.07880647806450725, "loss_sem_seg": 0.3501128703355789, "lr": 0.02, "mask_rcnn/accuracy": 0.8973405236964983, "mask_rcnn/false_negative": 0.09079587738147063, "mask_rcnn/false_positive": 0.12922689732473372, "roi_head/num_bg_samples": 430.25, "roi_head/num_fg_samples": 81.75, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5656603575007466, "total_loss": 1.3577877919306047} {"data_time": 0.012585514001330012, "eta_seconds": 133704.00316858076, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.36258148631029985, "fast_rcnn/fg_cls_accuracy": 0.5826793097472209, "iteration": 33479, "loss_box_reg": 0.2628707643598318, "loss_cls": 0.24647341202944517, "loss_mask": 0.3002129984088242, "loss_rpn_cls": 0.05820816592313349, "loss_rpn_loc": 0.08238719333894551, "loss_sem_seg": 0.35460490826517344, "lr": 0.02, "mask_rcnn/accuracy": 0.8835160173719332, "mask_rcnn/false_negative": 0.1007157500005888, "mask_rcnn/false_positive": 0.11449888008479436, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5655786614988756, "total_loss": 1.2910775223863311} {"data_time": 0.01229326200154901, "eta_seconds": 133682.92032841945, "fast_rcnn/cls_accuracy": 0.91357421875, "fast_rcnn/false_negative": 0.47308662741799834, "fast_rcnn/fg_cls_accuracy": 0.45990943921978406, "iteration": 33499, "loss_box_reg": 0.24980202410370111, "loss_cls": 0.24825533549301326, "loss_mask": 0.2779585076496005, "loss_rpn_cls": 0.05255072034196928, "loss_rpn_loc": 0.08987576223444194, "loss_sem_seg": 0.3949322081170976, "lr": 0.02, "mask_rcnn/accuracy": 0.885684776613348, "mask_rcnn/false_negative": 0.10414537777287997, "mask_rcnn/false_positive": 0.15260423620775831, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5552234705010051, "total_loss": 1.3441164084360935} {"data_time": 0.012879821999376873, "eta_seconds": 133671.61526667947, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3437583623227187, "fast_rcnn/fg_cls_accuracy": 0.6105946729957805, "iteration": 33519, "loss_box_reg": 0.25143009843304753, "loss_cls": 0.25972678419202566, "loss_mask": 0.2891521789133549, "loss_rpn_cls": 0.05014231742825359, "loss_rpn_loc": 0.07853478711331263, "loss_sem_seg": 0.3734032204374671, "lr": 0.02, "mask_rcnn/accuracy": 0.874848341240916, "mask_rcnn/false_negative": 0.09238407251308467, "mask_rcnn/false_positive": 0.15304657555441747, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5705945814988809, "total_loss": 1.320754967047833} {"data_time": 0.01300176350014226, "eta_seconds": 133567.4893313765, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.4855072463768116, "fast_rcnn/fg_cls_accuracy": 0.4975, "iteration": 33539, "loss_box_reg": 0.25822179578244686, "loss_cls": 0.27897213376127183, "loss_mask": 0.27808853471651673, "loss_rpn_cls": 0.06302544834034052, "loss_rpn_loc": 0.0923736000986537, "loss_sem_seg": 0.41987375915050507, "lr": 0.02, "mask_rcnn/accuracy": 0.8642270873193028, "mask_rcnn/false_negative": 0.09444683154870293, "mask_rcnn/false_positive": 0.16365024570413933, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 208.25, "rpn/num_pos_anchors": 47.75, "time": 0.5564435129999765, "total_loss": 1.3942239612224512} {"data_time": 0.012222206501974142, "eta_seconds": 133649.0051431995, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.42751196172248807, "fast_rcnn/fg_cls_accuracy": 0.5581949841045567, "iteration": 33559, "loss_box_reg": 0.24654815020039678, "loss_cls": 0.25945055298507214, "loss_mask": 0.27101246174424887, "loss_rpn_cls": 0.055134564521722496, "loss_rpn_loc": 0.07615192583762109, "loss_sem_seg": 0.35778407007455826, "lr": 0.02, "mask_rcnn/accuracy": 0.8734989020744452, "mask_rcnn/false_negative": 0.09361589109560593, "mask_rcnn/false_positive": 0.14148238964955756, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5673693090011511, "total_loss": 1.3181214900687337} {"data_time": 0.012177896001958288, "eta_seconds": 133601.81456527623, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.4542410714285714, "fast_rcnn/fg_cls_accuracy": 0.4723294723294723, "iteration": 33579, "loss_box_reg": 0.25732351071201265, "loss_cls": 0.25577295664697886, "loss_mask": 0.2792129535228014, "loss_rpn_cls": 0.0567145815002732, "loss_rpn_loc": 0.0699776440160349, "loss_sem_seg": 0.37543571647256613, "lr": 0.02, "mask_rcnn/accuracy": 0.887285365071556, "mask_rcnn/false_negative": 0.0946268286621253, "mask_rcnn/false_positive": 0.12820891326864814, "roi_head/num_bg_samples": 457.5, "roi_head/num_fg_samples": 54.5, "rpn/num_neg_anchors": 236.5, "rpn/num_pos_anchors": 19.5, "time": 0.5615718550016027, "total_loss": 1.3271608130307868} {"data_time": 0.01230853250126529, "eta_seconds": 133590.51253926626, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.43952721275426054, "fast_rcnn/fg_cls_accuracy": 0.4964788732394366, "iteration": 33599, "loss_box_reg": 0.24078060220927, "loss_cls": 0.24738986045122147, "loss_mask": 0.26878206711262465, "loss_rpn_cls": 0.05519739672308788, "loss_rpn_loc": 0.07878306132624857, "loss_sem_seg": 0.38378854747861624, "lr": 0.02, "mask_rcnn/accuracy": 0.8702958465076172, "mask_rcnn/false_negative": 0.10555332142363666, "mask_rcnn/false_positive": 0.16035786608991134, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.5687338455009012, "total_loss": 1.2803699377109297} {"data_time": 0.012633491000087815, "eta_seconds": 133607.2873756476, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.3600333157274611, "fast_rcnn/fg_cls_accuracy": 0.5685849559882635, "iteration": 33619, "loss_box_reg": 0.23720356822013855, "loss_cls": 0.2276567101944238, "loss_mask": 0.2729171933606267, "loss_rpn_cls": 0.0458492545876652, "loss_rpn_loc": 0.08998675702605397, "loss_sem_seg": 0.4185409559868276, "lr": 0.02, "mask_rcnn/accuracy": 0.9053594974910624, "mask_rcnn/false_negative": 0.07420375934325119, "mask_rcnn/false_positive": 0.08616641458308956, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5693051510006626, "total_loss": 1.3029263474454638} {"data_time": 0.012699786999291973, "eta_seconds": 133586.67306877553, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3670634920634921, "fast_rcnn/fg_cls_accuracy": 0.6057516876482394, "iteration": 33639, "loss_box_reg": 0.24280292680487037, "loss_cls": 0.2544760147575289, "loss_mask": 0.28452384751290083, "loss_rpn_cls": 0.06600639037787914, "loss_rpn_loc": 0.08311236146255396, "loss_sem_seg": 0.40308667719364166, "lr": 0.02, "mask_rcnn/accuracy": 0.8765206916099773, "mask_rcnn/false_negative": 0.1075903565518411, "mask_rcnn/false_positive": 0.13645008171516787, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5620178049994138, "total_loss": 1.3160986897419207} {"data_time": 0.01411236850071873, "eta_seconds": 133584.67857250766, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.41193036354326673, "fast_rcnn/fg_cls_accuracy": 0.5416666666666667, "iteration": 33659, "loss_box_reg": 0.2418037559837103, "loss_cls": 0.25402350863441825, "loss_mask": 0.2728750710375607, "loss_rpn_cls": 0.06131188655854203, "loss_rpn_loc": 0.08633112277311739, "loss_sem_seg": 0.37804118962958455, "lr": 0.02, "mask_rcnn/accuracy": 0.8751649652073381, "mask_rcnn/false_negative": 0.10777949205604734, "mask_rcnn/false_positive": 0.14215618522808476, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5626444489989808, "total_loss": 1.3200702689646278} {"data_time": 0.012583526999151218, "eta_seconds": 133578.2139067753, "fast_rcnn/cls_accuracy": 0.900390625, "fast_rcnn/false_negative": 0.3727829391891892, "fast_rcnn/fg_cls_accuracy": 0.5644358407079646, "iteration": 33679, "loss_box_reg": 0.2708591343834996, "loss_cls": 0.2653083996847272, "loss_mask": 0.27555288281291723, "loss_rpn_cls": 0.053942617087159306, "loss_rpn_loc": 0.08134636201430112, "loss_sem_seg": 0.37174522457644343, "lr": 0.02, "mask_rcnn/accuracy": 0.8767550643777939, "mask_rcnn/false_negative": 0.09845385214827292, "mask_rcnn/false_positive": 0.13852495489136127, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.5637719299993478, "total_loss": 1.3065957654471276} {"data_time": 0.012663841998801217, "eta_seconds": 133597.9107239418, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.4403684550743374, "fast_rcnn/fg_cls_accuracy": 0.5272435897435898, "iteration": 33699, "loss_box_reg": 0.27264670794829726, "loss_cls": 0.24751443089917302, "loss_mask": 0.27305134013295174, "loss_rpn_cls": 0.06350404082331806, "loss_rpn_loc": 0.10382355295587331, "loss_sem_seg": 0.35989576228894293, "lr": 0.02, "mask_rcnn/accuracy": 0.8799436982585241, "mask_rcnn/false_negative": 0.09520886951752797, "mask_rcnn/false_positive": 0.14984992876304046, "roi_head/num_bg_samples": 430.25, "roi_head/num_fg_samples": 81.75, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5786941989990737, "total_loss": 1.3287599980540108} {"data_time": 0.012421352997989743, "eta_seconds": 133555.60428445533, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.39033544452263663, "fast_rcnn/fg_cls_accuracy": 0.565489979775694, "iteration": 33719, "loss_box_reg": 0.2366649213945493, "loss_cls": 0.24501868267543614, "loss_mask": 0.2708014016970992, "loss_rpn_cls": 0.05444711775635369, "loss_rpn_loc": 0.07561850867932662, "loss_sem_seg": 0.3748769434168935, "lr": 0.02, "mask_rcnn/accuracy": 0.9118933702172852, "mask_rcnn/false_negative": 0.09132281385816537, "mask_rcnn/false_positive": 0.08889425770657677, "roi_head/num_bg_samples": 459.0, "roi_head/num_fg_samples": 53.0, "rpn/num_neg_anchors": 236.25, "rpn/num_pos_anchors": 19.75, "time": 0.5681204399988928, "total_loss": 1.2909853805613238} {"data_time": 0.012684219000220764, "eta_seconds": 133588.78529369642, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.46412994435253424, "fast_rcnn/fg_cls_accuracy": 0.4494505494505494, "iteration": 33739, "loss_box_reg": 0.26356093818321824, "loss_cls": 0.2610821290872991, "loss_mask": 0.289512662217021, "loss_rpn_cls": 0.05610362038714811, "loss_rpn_loc": 0.07848445262061432, "loss_sem_seg": 0.396364722866565, "lr": 0.02, "mask_rcnn/accuracy": 0.8756117522116142, "mask_rcnn/false_negative": 0.0854498536500626, "mask_rcnn/false_positive": 0.14156945805359078, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5684645609981089, "total_loss": 1.389686076901853} {"data_time": 0.013030356501985807, "eta_seconds": 133593.65131095744, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.44097667264803897, "fast_rcnn/fg_cls_accuracy": 0.5441693782428987, "iteration": 33759, "loss_box_reg": 0.23750632558949292, "loss_cls": 0.24771402636542916, "loss_mask": 0.28182869497686625, "loss_rpn_cls": 0.04964788992947433, "loss_rpn_loc": 0.08538908915943466, "loss_sem_seg": 0.4029233534820378, "lr": 0.02, "mask_rcnn/accuracy": 0.873015873015873, "mask_rcnn/false_negative": 0.11332690821872661, "mask_rcnn/false_positive": 0.1282229082155939, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5701875724971615, "total_loss": 1.3262961575528607} {"data_time": 0.011959570498220273, "eta_seconds": 133570.8755518849, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.34133385795789883, "fast_rcnn/fg_cls_accuracy": 0.6058486967577876, "iteration": 33779, "loss_box_reg": 0.24894528556615114, "loss_cls": 0.23592539364472032, "loss_mask": 0.2765571177005768, "loss_rpn_cls": 0.060225037537747994, "loss_rpn_loc": 0.0829784344532527, "loss_sem_seg": 0.3367286608554423, "lr": 0.02, "mask_rcnn/accuracy": 0.8781660709420449, "mask_rcnn/false_negative": 0.09693410535458141, "mask_rcnn/false_positive": 0.13450390213001695, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5497500620003848, "total_loss": 1.2687644192483276} {"data_time": 0.012906844000099227, "eta_seconds": 133576.6407192265, "fast_rcnn/cls_accuracy": 0.90966796875, "fast_rcnn/false_negative": 0.42995957711442784, "fast_rcnn/fg_cls_accuracy": 0.5327655436351089, "iteration": 33799, "loss_box_reg": 0.2535975584760308, "loss_cls": 0.26589800510555506, "loss_mask": 0.2945638718083501, "loss_rpn_cls": 0.052818735246546566, "loss_rpn_loc": 0.08521813608240336, "loss_sem_seg": 0.38120712246745825, "lr": 0.02, "mask_rcnn/accuracy": 0.8680248140923036, "mask_rcnn/false_negative": 0.11454335223330012, "mask_rcnn/false_positive": 0.17120775176668274, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 206.25, "rpn/num_pos_anchors": 49.75, "time": 0.5755581765006355, "total_loss": 1.3566887621709611} {"data_time": 0.012689708499237895, "eta_seconds": 133543.55098577638, "fast_rcnn/cls_accuracy": 0.912109375, "fast_rcnn/false_negative": 0.45135135135135135, "fast_rcnn/fg_cls_accuracy": 0.5123958545011176, "iteration": 33819, "loss_box_reg": 0.24281867092940956, "loss_cls": 0.24375186581164598, "loss_mask": 0.2857959680259228, "loss_rpn_cls": 0.058685278752818704, "loss_rpn_loc": 0.09124418193823658, "loss_sem_seg": 0.3810092192143202, "lr": 0.02, "mask_rcnn/accuracy": 0.8787558021328832, "mask_rcnn/false_negative": 0.09687298151687712, "mask_rcnn/false_positive": 0.13971416207739557, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5511768174983445, "total_loss": 1.3382553979172371} {"data_time": 0.012536290500065661, "eta_seconds": 133544.51120878395, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.3454552451319941, "fast_rcnn/fg_cls_accuracy": 0.5812077187534657, "iteration": 33839, "loss_box_reg": 0.25242860056459904, "loss_cls": 0.23972046887502074, "loss_mask": 0.2810782790184021, "loss_rpn_cls": 0.056888162973336875, "loss_rpn_loc": 0.07467239134712145, "loss_sem_seg": 0.3935160683467984, "lr": 0.02, "mask_rcnn/accuracy": 0.881972124787415, "mask_rcnn/false_negative": 0.10041378395474132, "mask_rcnn/false_positive": 0.12332726995503676, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5681640974999027, "total_loss": 1.2453184168844018} {"data_time": 0.012860805998570868, "eta_seconds": 133533.20159278397, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.4343559451219512, "fast_rcnn/fg_cls_accuracy": 0.5327854365500178, "iteration": 33859, "loss_box_reg": 0.227556677069515, "loss_cls": 0.2420878210105002, "loss_mask": 0.2743798606097698, "loss_rpn_cls": 0.0613252337789163, "loss_rpn_loc": 0.07398132316302508, "loss_sem_seg": 0.3849589857272804, "lr": 0.02, "mask_rcnn/accuracy": 0.8845683090159593, "mask_rcnn/false_negative": 0.12058535451606212, "mask_rcnn/false_positive": 0.12883561880681776, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5582774319991586, "total_loss": 1.2733604924287647} {"data_time": 0.01209001399911358, "eta_seconds": 133569.6807421256, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.4002913732699712, "fast_rcnn/fg_cls_accuracy": 0.5139709329582747, "iteration": 33879, "loss_box_reg": 0.2572831101715565, "loss_cls": 0.25358615163713694, "loss_mask": 0.2784750033169985, "loss_rpn_cls": 0.04474757786374539, "loss_rpn_loc": 0.07897990848869085, "loss_sem_seg": 0.38481566589325666, "lr": 0.02, "mask_rcnn/accuracy": 0.8731919721983086, "mask_rcnn/false_negative": 0.11259313948367711, "mask_rcnn/false_positive": 0.13291909570839106, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.574467526997978, "total_loss": 1.3604396472801454} {"data_time": 0.011805063499195967, "eta_seconds": 133510.58236078397, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.48070483843964507, "fast_rcnn/fg_cls_accuracy": 0.4960620665334431, "iteration": 33899, "loss_box_reg": 0.25705648912116885, "loss_cls": 0.2607786429580301, "loss_mask": 0.27152836322784424, "loss_rpn_cls": 0.05219095131178619, "loss_rpn_loc": 0.07469936923007481, "loss_sem_seg": 0.38958346634171903, "lr": 0.02, "mask_rcnn/accuracy": 0.8691769995181389, "mask_rcnn/false_negative": 0.10479824523265649, "mask_rcnn/false_positive": 0.14337044747631925, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5649407484979747, "total_loss": 1.2902172247704584} {"data_time": 0.012281584000447765, "eta_seconds": 133491.7127231048, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.40224719101123596, "fast_rcnn/fg_cls_accuracy": 0.5685861423220974, "iteration": 33919, "loss_box_reg": 0.255294818431139, "loss_cls": 0.2513546566478908, "loss_mask": 0.2812217092141509, "loss_rpn_cls": 0.05847878218628466, "loss_rpn_loc": 0.07918557449011132, "loss_sem_seg": 0.4066298673860729, "lr": 0.02, "mask_rcnn/accuracy": 0.8582151610644257, "mask_rcnn/false_negative": 0.11727734068316023, "mask_rcnn/false_positive": 0.16792695874103675, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5612975754993386, "total_loss": 1.3522592050721869} {"data_time": 0.012974031998965074, "eta_seconds": 133515.6303039686, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.4036363636363636, "fast_rcnn/fg_cls_accuracy": 0.5567398119122257, "iteration": 33939, "loss_box_reg": 0.24300213158130646, "loss_cls": 0.23599684378132224, "loss_mask": 0.2839179136790335, "loss_rpn_cls": 0.054681213514413685, "loss_rpn_loc": 0.07983999367570505, "loss_sem_seg": 0.40512346290051937, "lr": 0.02, "mask_rcnn/accuracy": 0.8922789582866113, "mask_rcnn/false_negative": 0.09698909414273477, "mask_rcnn/false_positive": 0.14978568768588582, "roi_head/num_bg_samples": 461.0, "roi_head/num_fg_samples": 51.0, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.582160345498778, "total_loss": 1.333710255625192} {"data_time": 0.01289682349852228, "eta_seconds": 133564.18636727918, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.5157125350140056, "fast_rcnn/fg_cls_accuracy": 0.4609375, "iteration": 33959, "loss_box_reg": 0.25205730949528515, "loss_cls": 0.25186230428516865, "loss_mask": 0.28042367100715637, "loss_rpn_cls": 0.05514951405348256, "loss_rpn_loc": 0.07880024361656979, "loss_sem_seg": 0.35134603548794985, "lr": 0.02, "mask_rcnn/accuracy": 0.8653266428099018, "mask_rcnn/false_negative": 0.1166087781315041, "mask_rcnn/false_positive": 0.14036982386800903, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5687028789998294, "total_loss": 1.2842005817801692} {"data_time": 0.013479601500876015, "eta_seconds": 133465.34389678398, "fast_rcnn/cls_accuracy": 0.912109375, "fast_rcnn/false_negative": 0.4240141781125388, "fast_rcnn/fg_cls_accuracy": 0.5273284997211377, "iteration": 33979, "loss_box_reg": 0.2520498912781477, "loss_cls": 0.24567497754469514, "loss_mask": 0.28451009560376406, "loss_rpn_cls": 0.049295585486106575, "loss_rpn_loc": 0.0824607320537325, "loss_sem_seg": 0.3847500095143914, "lr": 0.02, "mask_rcnn/accuracy": 0.8751714977317138, "mask_rcnn/false_negative": 0.09776555562493, "mask_rcnn/false_positive": 0.15493106722014904, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5719107540007826, "total_loss": 1.2911900799081195} {"data_time": 0.012758885999573977, "eta_seconds": 133454.03428078396, "fast_rcnn/cls_accuracy": 0.908203125, "fast_rcnn/false_negative": 0.3715, "fast_rcnn/fg_cls_accuracy": 0.56015625, "iteration": 33999, "loss_box_reg": 0.27850755164399743, "loss_cls": 0.24498559720814228, "loss_mask": 0.2809525756165385, "loss_rpn_cls": 0.053992909437511116, "loss_rpn_loc": 0.08460440539056435, "loss_sem_seg": 0.36399036832153797, "lr": 0.02, "mask_rcnn/accuracy": 0.8723290329515516, "mask_rcnn/false_negative": 0.10403752136815834, "mask_rcnn/false_positive": 0.13463688605454943, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.5751050010003382, "total_loss": 1.3514921113091987} {"data_time": 0.013111825501255225, "eta_seconds": 133470.38246368867, "fast_rcnn/cls_accuracy": 0.91064453125, "fast_rcnn/false_negative": 0.42974285398962586, "fast_rcnn/fg_cls_accuracy": 0.5033681765389082, "iteration": 34019, "loss_box_reg": 0.26027700304985046, "loss_cls": 0.2593927406705916, "loss_mask": 0.29177195485681295, "loss_rpn_cls": 0.054092398640932515, "loss_rpn_loc": 0.07695315405726433, "loss_sem_seg": 0.39924962213262916, "lr": 0.02, "mask_rcnn/accuracy": 0.8624824498020278, "mask_rcnn/false_negative": 0.12121546629025734, "mask_rcnn/false_positive": 0.142078269967573, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5688694335003674, "total_loss": 1.3095809090300463} {"data_time": 0.012132294001276023, "eta_seconds": 133518.91823627913, "fast_rcnn/cls_accuracy": 0.91015625, "fast_rcnn/false_negative": 0.4445652173913044, "fast_rcnn/fg_cls_accuracy": 0.506578947368421, "iteration": 34039, "loss_box_reg": 0.26738256122916937, "loss_cls": 0.26271039131097496, "loss_mask": 0.27804875280708075, "loss_rpn_cls": 0.06686063937377185, "loss_rpn_loc": 0.09554297052090988, "loss_sem_seg": 0.36822394328191876, "lr": 0.02, "mask_rcnn/accuracy": 0.878913255585635, "mask_rcnn/false_negative": 0.09425014482620725, "mask_rcnn/false_positive": 0.15875436314334598, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5658826089984359, "total_loss": 1.3536788138153497} {"data_time": 0.012290183502045693, "eta_seconds": 133570.6353190097, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.4628189792663477, "fast_rcnn/fg_cls_accuracy": 0.44018674136321195, "iteration": 34059, "loss_box_reg": 0.26561583764851093, "loss_cls": 0.26532243425026536, "loss_mask": 0.2794879078865051, "loss_rpn_cls": 0.059697728080209345, "loss_rpn_loc": 0.0840832578833215, "loss_sem_seg": 0.3558435677550733, "lr": 0.02, "mask_rcnn/accuracy": 0.8808140639983911, "mask_rcnn/false_negative": 0.08983247107343395, "mask_rcnn/false_positive": 0.138000659649134, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5650511820003885, "total_loss": 1.2907195056905039} {"data_time": 0.014305902999694808, "eta_seconds": 133595.22306833885, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.3121568324182198, "fast_rcnn/fg_cls_accuracy": 0.5795036764705883, "iteration": 34079, "loss_box_reg": 0.24640539311803877, "loss_cls": 0.25894261081703007, "loss_mask": 0.27767974976450205, "loss_rpn_cls": 0.05253965687006712, "loss_rpn_loc": 0.07741368713323027, "loss_sem_seg": 0.385582288261503, "lr": 0.02, "mask_rcnn/accuracy": 0.8788884620113105, "mask_rcnn/false_negative": 0.10339117801582598, "mask_rcnn/false_positive": 0.12251561945317818, "roi_head/num_bg_samples": 469.5, "roi_head/num_fg_samples": 42.5, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5702397759996529, "total_loss": 1.3352409909311973} {"data_time": 0.01243862150113273, "eta_seconds": 133583.89764812883, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.4593830939486696, "fast_rcnn/fg_cls_accuracy": 0.5, "iteration": 34099, "loss_box_reg": 0.24674355704337358, "loss_cls": 0.25116344867274165, "loss_mask": 0.2722736010327935, "loss_rpn_cls": 0.050824045145418495, "loss_rpn_loc": 0.07562371186213568, "loss_sem_seg": 0.363532698713243, "lr": 0.02, "mask_rcnn/accuracy": 0.8810998253114151, "mask_rcnn/false_negative": 0.09813744199658996, "mask_rcnn/false_positive": 0.12162145900543479, "roi_head/num_bg_samples": 458.25, "roi_head/num_fg_samples": 53.75, "rpn/num_neg_anchors": 237.75, "rpn/num_pos_anchors": 18.25, "time": 0.5603990235013043, "total_loss": 1.2800767704029568} {"data_time": 0.01381419800054573, "eta_seconds": 133536.6681911297, "fast_rcnn/cls_accuracy": 0.90625, "fast_rcnn/false_negative": 0.4685785248079478, "fast_rcnn/fg_cls_accuracy": 0.4551785774510135, "iteration": 34119, "loss_box_reg": 0.2637112346710637, "loss_cls": 0.2576444260776043, "loss_mask": 0.28439030051231384, "loss_rpn_cls": 0.0522138568921946, "loss_rpn_loc": 0.08649540971964598, "loss_sem_seg": 0.366076466627419, "lr": 0.02, "mask_rcnn/accuracy": 0.8685314143189602, "mask_rcnn/false_negative": 0.12998009306808297, "mask_rcnn/false_positive": 0.14088981026166358, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5644980140004918, "total_loss": 1.3641471350565553} {"data_time": 0.012104031500712154, "eta_seconds": 133531.16332667053, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.43107876712328763, "fast_rcnn/fg_cls_accuracy": 0.4897795376712329, "iteration": 34139, "loss_box_reg": 0.2527869618497789, "loss_cls": 0.24518439313396811, "loss_mask": 0.29518131632357836, "loss_rpn_cls": 0.05676392314489931, "loss_rpn_loc": 0.08694608078803867, "loss_sem_seg": 0.40569566283375025, "lr": 0.02, "mask_rcnn/accuracy": 0.8747673924220851, "mask_rcnn/false_negative": 0.09518603581580462, "mask_rcnn/false_positive": 0.17327218421883805, "roi_head/num_bg_samples": 459.25, "roi_head/num_fg_samples": 52.75, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5666180919997714, "total_loss": 1.3254401987069286} {"data_time": 0.012454215500838473, "eta_seconds": 133445.17590919012, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.37538613210647387, "fast_rcnn/fg_cls_accuracy": 0.5300802139037433, "iteration": 34159, "loss_box_reg": 0.22882953868247569, "loss_cls": 0.23633643286302686, "loss_mask": 0.27492316253483295, "loss_rpn_cls": 0.051137502130586654, "loss_rpn_loc": 0.09283374567166902, "loss_sem_seg": 0.3665538732893765, "lr": 0.02, "mask_rcnn/accuracy": 0.8904872949947586, "mask_rcnn/false_negative": 0.10038612200083252, "mask_rcnn/false_positive": 0.1448420655237671, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5599827919995732, "total_loss": 1.2458771816745866} {"data_time": 0.01195715050016588, "eta_seconds": 133479.77313103015, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.4040137671470312, "fast_rcnn/fg_cls_accuracy": 0.5641447368421053, "iteration": 34179, "loss_box_reg": 0.23593137226998806, "loss_cls": 0.24951831717044115, "loss_mask": 0.2721596462652087, "loss_rpn_cls": 0.06750221707625315, "loss_rpn_loc": 0.07811567711178213, "loss_sem_seg": 0.3956188061274588, "lr": 0.02, "mask_rcnn/accuracy": 0.8863323873765623, "mask_rcnn/false_negative": 0.09963736419307095, "mask_rcnn/false_positive": 0.12523806661972534, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.5639049029996386, "total_loss": 1.328416738397209} {"data_time": 0.012385727499349741, "eta_seconds": 133422.5428342101, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.35713004484304933, "fast_rcnn/fg_cls_accuracy": 0.6162579906497472, "iteration": 34199, "loss_box_reg": 0.24030546471476555, "loss_cls": 0.24107033759355545, "loss_mask": 0.2768090618774295, "loss_rpn_cls": 0.05305365938693285, "loss_rpn_loc": 0.08219578189891763, "loss_sem_seg": 0.4121134171728045, "lr": 0.02, "mask_rcnn/accuracy": 0.8749001761123145, "mask_rcnn/false_negative": 0.0936175283743449, "mask_rcnn/false_positive": 0.1526945371768817, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5595120094985759, "total_loss": 1.3080452976864763} {"data_time": 0.01141251899935014, "eta_seconds": 133300.13253727695, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3869586859133898, "fast_rcnn/fg_cls_accuracy": 0.5781568894238317, "iteration": 34219, "loss_box_reg": 0.24681818205863237, "loss_cls": 0.2349165682680905, "loss_mask": 0.28243644442409277, "loss_rpn_cls": 0.048535029462073, "loss_rpn_loc": 0.08328451489796862, "loss_sem_seg": 0.3414690410718322, "lr": 0.02, "mask_rcnn/accuracy": 0.8837899055023046, "mask_rcnn/false_negative": 0.09562176730626684, "mask_rcnn/false_positive": 0.12958844825377577, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.564086264499565, "total_loss": 1.2738386969431303} {"data_time": 0.012920256500365213, "eta_seconds": 133288.82542325696, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.4162602121692477, "fast_rcnn/fg_cls_accuracy": 0.4915441176470588, "iteration": 34239, "loss_box_reg": 0.26509838458150625, "loss_cls": 0.26799247646704316, "loss_mask": 0.2848119931295514, "loss_rpn_cls": 0.05799603369086981, "loss_rpn_loc": 0.07513202202972025, "loss_sem_seg": 0.42981678107753396, "lr": 0.02, "mask_rcnn/accuracy": 0.8665265299114151, "mask_rcnn/false_negative": 0.10715627413766515, "mask_rcnn/false_positive": 0.16725104293234466, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5720924554989324, "total_loss": 1.3892048534180503} {"data_time": 0.012571866000143928, "eta_seconds": 133254.63080471975, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.38919005102040816, "fast_rcnn/fg_cls_accuracy": 0.5806361607142857, "iteration": 34259, "loss_box_reg": 0.25819974951446056, "loss_cls": 0.24172321846708655, "loss_mask": 0.27548913192003965, "loss_rpn_cls": 0.05616449858644046, "loss_rpn_loc": 0.09423014905769378, "loss_sem_seg": 0.41945551661774516, "lr": 0.02, "mask_rcnn/accuracy": 0.8775866505389021, "mask_rcnn/false_negative": 0.09155927021072, "mask_rcnn/false_positive": 0.13847831866506033, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.5541898840001522, "total_loss": 1.3752193535328843} {"data_time": 0.012136568499045097, "eta_seconds": 133243.3256324498, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.3634200237973823, "fast_rcnn/fg_cls_accuracy": 0.5858569323948273, "iteration": 34279, "loss_box_reg": 0.22526506637223065, "loss_cls": 0.22193577606230974, "loss_mask": 0.2722939206287265, "loss_rpn_cls": 0.05056088895071298, "loss_rpn_loc": 0.08282530310680158, "loss_sem_seg": 0.4299005074426532, "lr": 0.02, "mask_rcnn/accuracy": 0.8887914540816326, "mask_rcnn/false_negative": 0.09224987083439129, "mask_rcnn/false_positive": 0.13792535968075098, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5533005984998454, "total_loss": 1.2820584352884907} {"data_time": 0.011859944001116673, "eta_seconds": 133161.8765496595, "fast_rcnn/cls_accuracy": 0.912109375, "fast_rcnn/false_negative": 0.38338234092951073, "fast_rcnn/fg_cls_accuracy": 0.5681818181818181, "iteration": 34299, "loss_box_reg": 0.23960612248629332, "loss_cls": 0.23978748125955462, "loss_mask": 0.28012485709041357, "loss_rpn_cls": 0.05231477890629321, "loss_rpn_loc": 0.09247510530985892, "loss_sem_seg": 0.4093120056204498, "lr": 0.02, "mask_rcnn/accuracy": 0.876172679667027, "mask_rcnn/false_negative": 0.11464849348636402, "mask_rcnn/false_positive": 0.13524129389209333, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.5489982569997665, "total_loss": 1.3558158353844192} {"data_time": 0.01268810100009432, "eta_seconds": 133162.53578327096, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.41423611111111114, "fast_rcnn/fg_cls_accuracy": 0.5607929379921259, "iteration": 34319, "loss_box_reg": 0.24615036835893989, "loss_cls": 0.27492996398359537, "loss_mask": 0.28047795314341784, "loss_rpn_cls": 0.05450677132466808, "loss_rpn_loc": 0.0714822732261382, "loss_sem_seg": 0.4012252613902092, "lr": 0.02, "mask_rcnn/accuracy": 0.8862609329446064, "mask_rcnn/false_negative": 0.09817504273945216, "mask_rcnn/false_positive": 0.1255953422324964, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5815676805013936, "total_loss": 1.353307552752085} {"data_time": 0.011990906998107675, "eta_seconds": 133181.93699278988, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.37993138936535165, "fast_rcnn/fg_cls_accuracy": 0.5700280112044818, "iteration": 34339, "loss_box_reg": 0.2419232940301299, "loss_cls": 0.24266767990775406, "loss_mask": 0.28244953509420156, "loss_rpn_cls": 0.05458700587041676, "loss_rpn_loc": 0.08524412079714239, "loss_sem_seg": 0.39260485395789146, "lr": 0.02, "mask_rcnn/accuracy": 0.8840814335767753, "mask_rcnn/false_negative": 0.11058803545701862, "mask_rcnn/false_positive": 0.09963186774302943, "roi_head/num_bg_samples": 459.75, "roi_head/num_fg_samples": 52.25, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5654782074980176, "total_loss": 1.3198256089235656} {"data_time": 0.01276059999872814, "eta_seconds": 133220.98273913708, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.40495642701525053, "fast_rcnn/fg_cls_accuracy": 0.5286477125126281, "iteration": 34359, "loss_box_reg": 0.26258226158097386, "loss_cls": 0.25799514167010784, "loss_mask": 0.2756342301145196, "loss_rpn_cls": 0.05647305154707283, "loss_rpn_loc": 0.08327170577831566, "loss_sem_seg": 0.3962873900309205, "lr": 0.02, "mask_rcnn/accuracy": 0.8826566513702254, "mask_rcnn/false_negative": 0.09321682523398275, "mask_rcnn/false_positive": 0.1425676300315346, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5786302744982095, "total_loss": 1.330975066521205} {"data_time": 0.012128526999731548, "eta_seconds": 133186.79977109993, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.48461174242424243, "fast_rcnn/fg_cls_accuracy": 0.5114820075757576, "iteration": 34379, "loss_box_reg": 0.26023030560463667, "loss_cls": 0.24298725556582212, "loss_mask": 0.2809434663504362, "loss_rpn_cls": 0.06260494841262698, "loss_rpn_loc": 0.09869511524448171, "loss_sem_seg": 0.37458153488114476, "lr": 0.02, "mask_rcnn/accuracy": 0.8748995283476816, "mask_rcnn/false_negative": 0.124377783183731, "mask_rcnn/false_positive": 0.12215294310254458, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5612862505004159, "total_loss": 1.3120951909950236} {"data_time": 0.012204034499518457, "eta_seconds": 133188.43415960897, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.4393482972704897, "fast_rcnn/fg_cls_accuracy": 0.5302033492822966, "iteration": 34399, "loss_box_reg": 0.23705716710537672, "loss_cls": 0.21152345347218215, "loss_mask": 0.27384156454354525, "loss_rpn_cls": 0.05586494880844839, "loss_rpn_loc": 0.08008601263281889, "loss_sem_seg": 0.3775960672646761, "lr": 0.02, "mask_rcnn/accuracy": 0.8868771114864864, "mask_rcnn/false_negative": 0.09941297423961226, "mask_rcnn/false_positive": 0.14824884540921768, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5682342754989804, "total_loss": 1.2259059929929208} {"data_time": 0.011930466000194428, "eta_seconds": 133177.12788890896, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.4250415775718698, "fast_rcnn/fg_cls_accuracy": 0.5384504608294931, "iteration": 34419, "loss_box_reg": 0.249058922752738, "loss_cls": 0.2600110098719597, "loss_mask": 0.2737017786130309, "loss_rpn_cls": 0.05616983218351379, "loss_rpn_loc": 0.0874594704946503, "loss_sem_seg": 0.3707254850305617, "lr": 0.02, "mask_rcnn/accuracy": 0.8821149232639915, "mask_rcnn/false_negative": 0.10794980168611462, "mask_rcnn/false_positive": 0.13518693942542143, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5683220245009579, "total_loss": 1.3578302136738785} {"data_time": 0.013153324500308372, "eta_seconds": 133228.94089458542, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.41297848833430817, "fast_rcnn/fg_cls_accuracy": 0.5577090920034912, "iteration": 34439, "loss_box_reg": 0.24491206044331193, "loss_cls": 0.24018826568499207, "loss_mask": 0.2820263495668769, "loss_rpn_cls": 0.04804483932093717, "loss_rpn_loc": 0.08176738087786362, "loss_sem_seg": 0.3549983035773039, "lr": 0.02, "mask_rcnn/accuracy": 0.897895185948944, "mask_rcnn/false_negative": 0.08911782561972456, "mask_rcnn/false_positive": 0.10042930350167495, "roi_head/num_bg_samples": 469.5, "roi_head/num_fg_samples": 42.5, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5707077794995712, "total_loss": 1.2815584293275606} {"data_time": 0.012602912500369712, "eta_seconds": 133164.44716903716, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.3116466982446364, "fast_rcnn/fg_cls_accuracy": 0.5763670647391578, "iteration": 34459, "loss_box_reg": 0.22302667889744043, "loss_cls": 0.2502339640632272, "loss_mask": 0.279217682313174, "loss_rpn_cls": 0.05735758363152854, "loss_rpn_loc": 0.064740892034024, "loss_sem_seg": 0.4372730031609535, "lr": 0.02, "mask_rcnn/accuracy": 0.8883903223451542, "mask_rcnn/false_negative": 0.08255414799751346, "mask_rcnn/false_positive": 0.13255066608453575, "roi_head/num_bg_samples": 463.0, "roi_head/num_fg_samples": 49.0, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.560175012498803, "total_loss": 1.341455729350855} {"data_time": 0.012010613500024192, "eta_seconds": 133180.65456023478, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.3953414873107677, "fast_rcnn/fg_cls_accuracy": 0.546938775510204, "iteration": 34479, "loss_box_reg": 0.2586031532846391, "loss_cls": 0.26375819090753794, "loss_mask": 0.28790437150746584, "loss_rpn_cls": 0.0535349523415789, "loss_rpn_loc": 0.07224020489957184, "loss_sem_seg": 0.39379144576378167, "lr": 0.02, "mask_rcnn/accuracy": 0.883572693010507, "mask_rcnn/false_negative": 0.10048520772636754, "mask_rcnn/false_positive": 0.14617793731128811, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5793462189994898, "total_loss": 1.3287241554353386} {"data_time": 0.012447924500520458, "eta_seconds": 133169.0979517466, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.4190625, "fast_rcnn/fg_cls_accuracy": 0.5333333333333333, "iteration": 34499, "loss_box_reg": 0.2511653460096568, "loss_cls": 0.24512139474973083, "loss_mask": 0.2843222925439477, "loss_rpn_cls": 0.049078587093390524, "loss_rpn_loc": 0.07670390378916636, "loss_sem_seg": 0.38056766614317894, "lr": 0.02, "mask_rcnn/accuracy": 0.8700351976233531, "mask_rcnn/false_negative": 0.1041900193045148, "mask_rcnn/false_positive": 0.1647578159558633, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.5606435235022218, "total_loss": 1.2705150298570516} {"data_time": 0.012436453500413336, "eta_seconds": 133141.52914770038, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.36589316057774, "fast_rcnn/fg_cls_accuracy": 0.5622496662216288, "iteration": 34519, "loss_box_reg": 0.2411445858888328, "loss_cls": 0.2465447266586125, "loss_mask": 0.28213026374578476, "loss_rpn_cls": 0.05385234084678814, "loss_rpn_loc": 0.07036728539969772, "loss_sem_seg": 0.37817696668207645, "lr": 0.02, "mask_rcnn/accuracy": 0.8816556049873719, "mask_rcnn/false_negative": 0.08320339315663824, "mask_rcnn/false_positive": 0.13896466357089907, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5617938194991439, "total_loss": 1.2766264231031528} {"data_time": 0.013211281999247149, "eta_seconds": 133154.01926014622, "fast_rcnn/cls_accuracy": 0.91064453125, "fast_rcnn/false_negative": 0.4085748502994012, "fast_rcnn/fg_cls_accuracy": 0.5739386503067485, "iteration": 34539, "loss_box_reg": 0.2577323177829385, "loss_cls": 0.25499176094308496, "loss_mask": 0.2912131892517209, "loss_rpn_cls": 0.06195950630353764, "loss_rpn_loc": 0.0777815239271149, "loss_sem_seg": 0.35854517854750156, "lr": 0.02, "mask_rcnn/accuracy": 0.8573857277285915, "mask_rcnn/false_negative": 0.09646679333403411, "mask_rcnn/false_positive": 0.17573609767776016, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5659414924994053, "total_loss": 1.3280307236127555} {"data_time": 0.011420198999985587, "eta_seconds": 133135.1696632166, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.35546875, "fast_rcnn/fg_cls_accuracy": 0.5556422018348623, "iteration": 34559, "loss_box_reg": 0.24052781285718083, "loss_cls": 0.2530594081617892, "loss_mask": 0.27727159298956394, "loss_rpn_cls": 0.055007119197398424, "loss_rpn_loc": 0.07894012940232642, "loss_sem_seg": 0.3720828704535961, "lr": 0.02, "mask_rcnn/accuracy": 0.8860547578715281, "mask_rcnn/false_negative": 0.08658621219459621, "mask_rcnn/false_positive": 0.11534965545870755, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.564490091499465, "total_loss": 1.2854689787491225} {"data_time": 0.013532901999496971, "eta_seconds": 133164.89470266606, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.3857843137254902, "fast_rcnn/fg_cls_accuracy": 0.49627450980392157, "iteration": 34579, "loss_box_reg": 0.25680607091635466, "loss_cls": 0.23783562425523996, "loss_mask": 0.2817490780726075, "loss_rpn_cls": 0.05785926719545387, "loss_rpn_loc": 0.08784822549205273, "loss_sem_seg": 0.3824382293969393, "lr": 0.02, "mask_rcnn/accuracy": 0.8913362845138055, "mask_rcnn/false_negative": 0.09182573728724472, "mask_rcnn/false_positive": 0.13656268243019895, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5611869915010175, "total_loss": 1.3066677651950158} {"data_time": 0.013093666999338893, "eta_seconds": 133153.58178710606, "fast_rcnn/cls_accuracy": 0.91259765625, "fast_rcnn/false_negative": 0.38784990347490345, "fast_rcnn/fg_cls_accuracy": 0.5982142857142857, "iteration": 34599, "loss_box_reg": 0.2698931638151407, "loss_cls": 0.2682038457132876, "loss_mask": 0.2909169802442193, "loss_rpn_cls": 0.054798569297418, "loss_rpn_loc": 0.07296836480963975, "loss_sem_seg": 0.39184365049004555, "lr": 0.02, "mask_rcnn/accuracy": 0.8782615627772848, "mask_rcnn/false_negative": 0.09982359882116565, "mask_rcnn/false_positive": 0.16777704591069442, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5671833579999657, "total_loss": 1.3210268450930016} {"data_time": 0.012970600500921137, "eta_seconds": 133197.27399854423, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.362193588937775, "fast_rcnn/fg_cls_accuracy": 0.583443446088795, "iteration": 34619, "loss_box_reg": 0.2442011460661888, "loss_cls": 0.23654256341978908, "loss_mask": 0.2768826726824045, "loss_rpn_cls": 0.04476633699960075, "loss_rpn_loc": 0.07364190643420443, "loss_sem_seg": 0.3898239121772349, "lr": 0.02, "mask_rcnn/accuracy": 0.8875247585249788, "mask_rcnn/false_negative": 0.09551289128106598, "mask_rcnn/false_positive": 0.12762644455215383, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5721682999992481, "total_loss": 1.2748549501993693} {"data_time": 0.011949443502089707, "eta_seconds": 133228.97945830674, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.33509116180197857, "fast_rcnn/fg_cls_accuracy": 0.6197386123390352, "iteration": 34639, "loss_box_reg": 0.2196338721551001, "loss_cls": 0.23415886098518968, "loss_mask": 0.2747796131297946, "loss_rpn_cls": 0.04810124833602458, "loss_rpn_loc": 0.06704479700420052, "loss_sem_seg": 0.35517774568870664, "lr": 0.02, "mask_rcnn/accuracy": 0.8800625105414066, "mask_rcnn/false_negative": 0.09136926473416396, "mask_rcnn/false_positive": 0.14347151442257183, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.5706784419999167, "total_loss": 1.2301264785928652} {"data_time": 0.012465799001802225, "eta_seconds": 133217.65821311675, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.4259502749223046, "fast_rcnn/fg_cls_accuracy": 0.5157394843962008, "iteration": 34659, "loss_box_reg": 0.23886377783492208, "loss_cls": 0.24987579858861864, "loss_mask": 0.28277771174907684, "loss_rpn_cls": 0.05291307751031127, "loss_rpn_loc": 0.08002705164835788, "loss_sem_seg": 0.3787415553815663, "lr": 0.02, "mask_rcnn/accuracy": 0.89762802044337, "mask_rcnn/false_negative": 0.09959788570990963, "mask_rcnn/false_positive": 0.12064028788171985, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5653771779998351, "total_loss": 1.29557430082059} {"data_time": 0.013492284000676591, "eta_seconds": 133187.83144228687, "fast_rcnn/cls_accuracy": 0.90576171875, "fast_rcnn/false_negative": 0.42876882027825425, "fast_rcnn/fg_cls_accuracy": 0.5121442943374532, "iteration": 34679, "loss_box_reg": 0.25299676693975925, "loss_cls": 0.22987942257896066, "loss_mask": 0.27351914532482624, "loss_rpn_cls": 0.053511032681853976, "loss_rpn_loc": 0.07961862400406972, "loss_sem_seg": 0.371050963178277, "lr": 0.02, "mask_rcnn/accuracy": 0.8741970856665648, "mask_rcnn/false_negative": 0.09827173870360403, "mask_rcnn/false_positive": 0.14130885078476327, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.5599468179989344, "total_loss": 1.2818911016220227} {"data_time": 0.013577535499280202, "eta_seconds": 133084.2098931293, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.38754578754578756, "fast_rcnn/fg_cls_accuracy": 0.5915343915343916, "iteration": 34699, "loss_box_reg": 0.25776732293888927, "loss_cls": 0.25553831784054637, "loss_mask": 0.2762169875204563, "loss_rpn_cls": 0.05278714874293655, "loss_rpn_loc": 0.08379204227821901, "loss_sem_seg": 0.40194555139169097, "lr": 0.02, "mask_rcnn/accuracy": 0.8761544968171576, "mask_rcnn/false_negative": 0.08883463780403722, "mask_rcnn/false_positive": 0.14544373640392222, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5688290604975919, "total_loss": 1.3682437058305368} {"data_time": 0.012715711498458404, "eta_seconds": 133052.22863041636, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.3858974358974359, "fast_rcnn/fg_cls_accuracy": 0.5925824175824176, "iteration": 34719, "loss_box_reg": 0.24528104113414884, "loss_cls": 0.24595115380361676, "loss_mask": 0.2831435911357403, "loss_rpn_cls": 0.05340550502296537, "loss_rpn_loc": 0.08622817017021589, "loss_sem_seg": 0.3769778632558882, "lr": 0.02, "mask_rcnn/accuracy": 0.8765026400536806, "mask_rcnn/false_negative": 0.08705162143690509, "mask_rcnn/false_positive": 0.13697910136914576, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5624576530008198, "total_loss": 1.3125685073318891} {"data_time": 0.012289232498005731, "eta_seconds": 133006.14757275739, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.44031446540880503, "fast_rcnn/fg_cls_accuracy": 0.5153774464119292, "iteration": 34739, "loss_box_reg": 0.2615018030628562, "loss_cls": 0.23082801001146436, "loss_mask": 0.28639027662575245, "loss_rpn_cls": 0.06719920760951936, "loss_rpn_loc": 0.08737618822488002, "loss_sem_seg": 0.43181241769343615, "lr": 0.02, "mask_rcnn/accuracy": 0.8697699517347602, "mask_rcnn/false_negative": 0.09745422593761485, "mask_rcnn/false_positive": 0.1607343014731379, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5654485579998436, "total_loss": 1.4312816170277074} {"data_time": 0.01260163249753532, "eta_seconds": 132994.84045873742, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.3789454806312769, "fast_rcnn/fg_cls_accuracy": 0.5189280091598684, "iteration": 34759, "loss_box_reg": 0.27056480199098587, "loss_cls": 0.26409528590738773, "loss_mask": 0.2821703478693962, "loss_rpn_cls": 0.05660695140250027, "loss_rpn_loc": 0.08381237846333534, "loss_sem_seg": 0.37332902662456036, "lr": 0.02, "mask_rcnn/accuracy": 0.8890865981015119, "mask_rcnn/false_negative": 0.09222456198640157, "mask_rcnn/false_positive": 0.12785312929962056, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5750487129989779, "total_loss": 1.347685472923331} {"data_time": 0.013669050500539015, "eta_seconds": 133106.73328438392, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.4601706970128023, "fast_rcnn/fg_cls_accuracy": 0.47631048387096775, "iteration": 34779, "loss_box_reg": 0.24595122644677758, "loss_cls": 0.26223823241889477, "loss_mask": 0.2853219215758145, "loss_rpn_cls": 0.054867252707481384, "loss_rpn_loc": 0.08095455728471279, "loss_sem_seg": 0.4199327100068331, "lr": 0.02, "mask_rcnn/accuracy": 0.8858302884123574, "mask_rcnn/false_negative": 0.09787691801506343, "mask_rcnn/false_positive": 0.12278119621194529, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.5712631904989394, "total_loss": 1.3238376040826552} {"data_time": 0.012830894000217086, "eta_seconds": 133027.4039151408, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.3991695163654128, "fast_rcnn/fg_cls_accuracy": 0.5245776347546259, "iteration": 34799, "loss_box_reg": 0.27382406312972307, "loss_cls": 0.2594885206781328, "loss_mask": 0.2799089546315372, "loss_rpn_cls": 0.05460301524726674, "loss_rpn_loc": 0.07401157455751672, "loss_sem_seg": 0.35988589050248265, "lr": 0.02, "mask_rcnn/accuracy": 0.872461783608097, "mask_rcnn/false_negative": 0.11520536968238468, "mask_rcnn/false_positive": 0.17224792822662682, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5733464504992298, "total_loss": 1.3375563524023164} {"data_time": 0.011706643999787048, "eta_seconds": 133127.08825159667, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.40685096153846156, "fast_rcnn/fg_cls_accuracy": 0.5751877346683354, "iteration": 34819, "loss_box_reg": 0.2565759988501668, "loss_cls": 0.26140320114791393, "loss_mask": 0.2749309213832021, "loss_rpn_cls": 0.04793669676291756, "loss_rpn_loc": 0.0879634051816538, "loss_sem_seg": 0.3768063271418214, "lr": 0.02, "mask_rcnn/accuracy": 0.8817898904264372, "mask_rcnn/false_negative": 0.09488645821492557, "mask_rcnn/false_positive": 0.13491779283944233, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5714491354992788, "total_loss": 1.2999978896114044} {"data_time": 0.012615051000466337, "eta_seconds": 133072.7805165738, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.39012345679012345, "fast_rcnn/fg_cls_accuracy": 0.5694444444444444, "iteration": 34839, "loss_box_reg": 0.25671839993447065, "loss_cls": 0.25743468338623643, "loss_mask": 0.28699732944369316, "loss_rpn_cls": 0.06365327793173492, "loss_rpn_loc": 0.08615740737877786, "loss_sem_seg": 0.4126046812161803, "lr": 0.02, "mask_rcnn/accuracy": 0.8879957511057228, "mask_rcnn/false_negative": 0.10525650113064033, "mask_rcnn/false_positive": 0.1298566486546183, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5590490545000648, "total_loss": 1.3753971373662353} {"data_time": 0.01251771050010575, "eta_seconds": 133104.44576121663, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.43156682027649773, "fast_rcnn/fg_cls_accuracy": 0.49968565321262415, "iteration": 34859, "loss_box_reg": 0.2664849506691098, "loss_cls": 0.28111929912120104, "loss_mask": 0.29304599948227406, "loss_rpn_cls": 0.04633866611402482, "loss_rpn_loc": 0.07825086265802383, "loss_sem_seg": 0.4655063431710005, "lr": 0.02, "mask_rcnn/accuracy": 0.8970336202841535, "mask_rcnn/false_negative": 0.10379060734814047, "mask_rcnn/false_positive": 0.11882058959236078, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 236.75, "rpn/num_pos_anchors": 19.25, "time": 0.566953277999346, "total_loss": 1.38515225215815} {"data_time": 0.01339247449868708, "eta_seconds": 133076.00864780805, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.4202046280359533, "fast_rcnn/fg_cls_accuracy": 0.5125, "iteration": 34879, "loss_box_reg": 0.22786443028599024, "loss_cls": 0.20704316277988255, "loss_mask": 0.2742213886231184, "loss_rpn_cls": 0.058096796507015824, "loss_rpn_loc": 0.0885757623182144, "loss_sem_seg": 0.35376025969162583, "lr": 0.02, "mask_rcnn/accuracy": 0.8750941448007774, "mask_rcnn/false_negative": 0.11317242048834193, "mask_rcnn/false_positive": 0.13642808233696782, "roi_head/num_bg_samples": 459.25, "roi_head/num_fg_samples": 52.75, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5680356009997922, "total_loss": 1.2003676944586914} {"data_time": 0.013000663002458168, "eta_seconds": 133081.80327083662, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3526018365905345, "fast_rcnn/fg_cls_accuracy": 0.6056940371456501, "iteration": 34899, "loss_box_reg": 0.2642093771137297, "loss_cls": 0.24687288096174598, "loss_mask": 0.2875943686813116, "loss_rpn_cls": 0.05458422366064042, "loss_rpn_loc": 0.08159508073003963, "loss_sem_seg": 0.365868475404568, "lr": 0.02, "mask_rcnn/accuracy": 0.8940997562368647, "mask_rcnn/false_negative": 0.10084626136177186, "mask_rcnn/false_positive": 0.11009750379961966, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5631270419999055, "total_loss": 1.349151150265243} {"data_time": 0.011728065501301899, "eta_seconds": 133097.7739894358, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.45559210526315785, "fast_rcnn/fg_cls_accuracy": 0.5327119883040936, "iteration": 34919, "loss_box_reg": 0.24300866411067545, "loss_cls": 0.23372720880433917, "loss_mask": 0.2694879872724414, "loss_rpn_cls": 0.05282530275871977, "loss_rpn_loc": 0.07638907356886193, "loss_sem_seg": 0.3430075729265809, "lr": 0.02, "mask_rcnn/accuracy": 0.8817326943584811, "mask_rcnn/false_negative": 0.09110753916078143, "mask_rcnn/false_positive": 0.1402155233010184, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5614900370001124, "total_loss": 1.2429190942784771} {"data_time": 0.012242525001056492, "eta_seconds": 133086.45042232578, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.35723626852659107, "fast_rcnn/fg_cls_accuracy": 0.5554436196535879, "iteration": 34939, "loss_box_reg": 0.27039295714348555, "loss_cls": 0.25674196472391486, "loss_mask": 0.2762708845548332, "loss_rpn_cls": 0.04853574401931837, "loss_rpn_loc": 0.07467754575191066, "loss_sem_seg": 0.40016284212470055, "lr": 0.02, "mask_rcnn/accuracy": 0.8788662547531989, "mask_rcnn/false_negative": 0.09148848544605653, "mask_rcnn/false_positive": 0.13367374670216797, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5710892040006001, "total_loss": 1.3042435008756001} {"data_time": 0.012284602500585606, "eta_seconds": 133004.87498095358, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.40909090909090906, "fast_rcnn/fg_cls_accuracy": 0.5161457841563591, "iteration": 34959, "loss_box_reg": 0.26711705420166254, "loss_cls": 0.26406860584393144, "loss_mask": 0.2849743184633553, "loss_rpn_cls": 0.05572317534824833, "loss_rpn_loc": 0.0908174779615365, "loss_sem_seg": 0.38535358291119337, "lr": 0.02, "mask_rcnn/accuracy": 0.8624725845916879, "mask_rcnn/false_negative": 0.10937675468040048, "mask_rcnn/false_positive": 0.15956629377460277, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5579263105009886, "total_loss": 1.3361667260178365} {"data_time": 0.013312052997207502, "eta_seconds": 133054.80280617686, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.4713884992987377, "fast_rcnn/fg_cls_accuracy": 0.463674168297456, "iteration": 34979, "loss_box_reg": 0.24728848179802299, "loss_cls": 0.2535699289292097, "loss_mask": 0.285869600251317, "loss_rpn_cls": 0.05537146682036109, "loss_rpn_loc": 0.08862667626817711, "loss_sem_seg": 0.3913068361580372, "lr": 0.02, "mask_rcnn/accuracy": 0.8832957221350078, "mask_rcnn/false_negative": 0.10598987358068375, "mask_rcnn/false_positive": 0.14146480570254577, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5792117020009755, "total_loss": 1.3113540314952843} {"data_time": 0.013091446498947334, "eta_seconds": 133043.48000499688, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.4075352822580645, "fast_rcnn/fg_cls_accuracy": 0.5001307668166126, "iteration": 34999, "loss_box_reg": 0.2581048021093011, "loss_cls": 0.2495619710534811, "loss_mask": 0.28859691321849823, "loss_rpn_cls": 0.05500432039843872, "loss_rpn_loc": 0.0816613218630664, "loss_sem_seg": 0.4369299076497555, "lr": 0.02, "mask_rcnn/accuracy": 0.8781625202860877, "mask_rcnn/false_negative": 0.1100954714761477, "mask_rcnn/false_positive": 0.1437561163873184, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5739642575008475, "total_loss": 1.3713924755575135} {"data_time": 0.013358903499465669, "eta_seconds": 133032.15720381687, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.33333333333333337, "fast_rcnn/fg_cls_accuracy": 0.5686600221483942, "iteration": 35019, "loss_box_reg": 0.2749349996447563, "loss_cls": 0.26815466140396893, "loss_mask": 0.27226446801796556, "loss_rpn_cls": 0.05129438149742782, "loss_rpn_loc": 0.07786124380072579, "loss_sem_seg": 0.3826911156065762, "lr": 0.02, "mask_rcnn/accuracy": 0.8875460917819722, "mask_rcnn/false_negative": 0.10371842846392437, "mask_rcnn/false_positive": 0.12882170455798067, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5677440995004872, "total_loss": 1.3503113440528978} {"data_time": 0.012567962499815621, "eta_seconds": 133029.83258677574, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.4047736544282142, "fast_rcnn/fg_cls_accuracy": 0.554059652029826, "iteration": 35039, "loss_box_reg": 0.260379234328866, "loss_cls": 0.2616434032097459, "loss_mask": 0.27013716381043196, "loss_rpn_cls": 0.05900671990821138, "loss_rpn_loc": 0.08785606548190117, "loss_sem_seg": 0.37936883280053735, "lr": 0.02, "mask_rcnn/accuracy": 0.8889200365185445, "mask_rcnn/false_negative": 0.10547306870455214, "mask_rcnn/false_positive": 0.12582286215271782, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5813069069990888, "total_loss": 1.3036469686194323} {"data_time": 0.012577592500747414, "eta_seconds": 132996.53075894542, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.4023051948051948, "fast_rcnn/fg_cls_accuracy": 0.5430265654648956, "iteration": 35059, "loss_box_reg": 0.25814670976251364, "loss_cls": 0.27392866904847324, "loss_mask": 0.285826095379889, "loss_rpn_cls": 0.05547598545672372, "loss_rpn_loc": 0.08416612504515797, "loss_sem_seg": 0.39491482730954885, "lr": 0.02, "mask_rcnn/accuracy": 0.9016728834192187, "mask_rcnn/false_negative": 0.08948314825154749, "mask_rcnn/false_positive": 0.11324644585533392, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.560131549500511, "total_loss": 1.3629065992427059} {"data_time": 0.012458661500204471, "eta_seconds": 132962.81075510784, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.45379251700680273, "fast_rcnn/fg_cls_accuracy": 0.5161538461538462, "iteration": 35079, "loss_box_reg": 0.2612050366587937, "loss_cls": 0.256682681851089, "loss_mask": 0.2681060885079205, "loss_rpn_cls": 0.050233471498358995, "loss_rpn_loc": 0.07187496163533069, "loss_sem_seg": 0.394224607385695, "lr": 0.02, "mask_rcnn/accuracy": 0.9000770444182656, "mask_rcnn/false_negative": 0.0934709162227216, "mask_rcnn/false_positive": 0.10574902568022711, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 235.75, "rpn/num_pos_anchors": 20.25, "time": 0.574062910000066, "total_loss": 1.326171430555405} {"data_time": 0.013313859497429803, "eta_seconds": 132973.8873666454, "fast_rcnn/cls_accuracy": 0.91357421875, "fast_rcnn/false_negative": 0.40277419354838706, "fast_rcnn/fg_cls_accuracy": 0.5444720154397574, "iteration": 35099, "loss_box_reg": 0.2342294107656926, "loss_cls": 0.23407672345638275, "loss_mask": 0.27486840821802616, "loss_rpn_cls": 0.06641216651769355, "loss_rpn_loc": 0.1040229017380625, "loss_sem_seg": 0.4022067985497415, "lr": 0.02, "mask_rcnn/accuracy": 0.8769458538910069, "mask_rcnn/false_negative": 0.1086334134274026, "mask_rcnn/false_positive": 0.13147086766901306, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5650842289978755, "total_loss": 1.3314493124635192} {"data_time": 0.012528775501778, "eta_seconds": 132984.5383183357, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.4111729019211324, "fast_rcnn/fg_cls_accuracy": 0.5543032411646218, "iteration": 35119, "loss_box_reg": 0.2518134480342269, "loss_cls": 0.25625484017655253, "loss_mask": 0.28663723077625036, "loss_rpn_cls": 0.058629705308703706, "loss_rpn_loc": 0.09199389140121639, "loss_sem_seg": 0.3556851325556636, "lr": 0.02, "mask_rcnn/accuracy": 0.8778700311578265, "mask_rcnn/false_negative": 0.10150630272642515, "mask_rcnn/false_positive": 0.15511943209718612, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.5675970899992535, "total_loss": 1.3319820465985686} {"data_time": 0.012168562499937252, "eta_seconds": 132973.21475122566, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.4248598386435115, "fast_rcnn/fg_cls_accuracy": 0.5352022117919373, "iteration": 35139, "loss_box_reg": 0.24879294587299228, "loss_cls": 0.2553213071078062, "loss_mask": 0.2700266735628247, "loss_rpn_cls": 0.046828915597870946, "loss_rpn_loc": 0.0712828499963507, "loss_sem_seg": 0.38729034550487995, "lr": 0.02, "mask_rcnn/accuracy": 0.8799927493937288, "mask_rcnn/false_negative": 0.11039849343207242, "mask_rcnn/false_positive": 0.11699446327897942, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5628917654976249, "total_loss": 1.3115991000377107} {"data_time": 0.013873416999558685, "eta_seconds": 133012.0109499939, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.30940315315315314, "fast_rcnn/fg_cls_accuracy": 0.6512882279011312, "iteration": 35159, "loss_box_reg": 0.2622829368337989, "loss_cls": 0.23533655190840364, "loss_mask": 0.26262756809592247, "loss_rpn_cls": 0.046511428139638156, "loss_rpn_loc": 0.08072606148198247, "loss_sem_seg": 0.3753112154081464, "lr": 0.02, "mask_rcnn/accuracy": 0.9044475873055989, "mask_rcnn/false_negative": 0.08458510458176505, "mask_rcnn/false_positive": 0.11304395024932157, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 235.0, "rpn/num_pos_anchors": 21.0, "time": 0.5733324240009097, "total_loss": 1.2557144227612298} {"data_time": 0.012358779000351205, "eta_seconds": 133033.7143280993, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.3705685618729097, "fast_rcnn/fg_cls_accuracy": 0.48455377574370706, "iteration": 35179, "loss_box_reg": 0.2468673144467175, "loss_cls": 0.25777390925213695, "loss_mask": 0.29277062602341175, "loss_rpn_cls": 0.049727070014341734, "loss_rpn_loc": 0.07210067432606593, "loss_sem_seg": 0.36672141728922725, "lr": 0.02, "mask_rcnn/accuracy": 0.8890355978226188, "mask_rcnn/false_negative": 0.11240822093061961, "mask_rcnn/false_positive": 0.13711606109067093, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5689451430007466, "total_loss": 1.3307869462296367} {"data_time": 0.013154390499039437, "eta_seconds": 133053.9542001109, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.3339346405228758, "fast_rcnn/fg_cls_accuracy": 0.5765603951504266, "iteration": 35199, "loss_box_reg": 0.2491129874251783, "loss_cls": 0.24758000881411135, "loss_mask": 0.2770005417987704, "loss_rpn_cls": 0.057871543627697974, "loss_rpn_loc": 0.08202210156014189, "loss_sem_seg": 0.3786804797127843, "lr": 0.02, "mask_rcnn/accuracy": 0.8904444216729158, "mask_rcnn/false_negative": 0.09025569811778808, "mask_rcnn/false_positive": 0.11588369069254892, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5643456399993738, "total_loss": 1.314742536196718} {"data_time": 0.012765481500537135, "eta_seconds": 133051.02226544602, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.3299319727891156, "fast_rcnn/fg_cls_accuracy": 0.5557598039215687, "iteration": 35219, "loss_box_reg": 0.23474090616218746, "loss_cls": 0.2484984751790762, "loss_mask": 0.2688278779387474, "loss_rpn_cls": 0.051627739099785686, "loss_rpn_loc": 0.07661456597270444, "loss_sem_seg": 0.3612335701473057, "lr": 0.02, "mask_rcnn/accuracy": 0.8814714522172505, "mask_rcnn/false_negative": 0.12528879004312152, "mask_rcnn/false_positive": 0.11908328710736907, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5656192400001601, "total_loss": 1.251087921205908} {"data_time": 0.013879421998353791, "eta_seconds": 133039.68821181598, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.43359375, "fast_rcnn/fg_cls_accuracy": 0.5532882462686567, "iteration": 35239, "loss_box_reg": 0.24474283773452044, "loss_cls": 0.2520468202419579, "loss_mask": 0.27947541140019894, "loss_rpn_cls": 0.05486405763076618, "loss_rpn_loc": 0.07695455470820889, "loss_sem_seg": 0.41797776776365936, "lr": 0.02, "mask_rcnn/accuracy": 0.8643753616898148, "mask_rcnn/false_negative": 0.11338139597249472, "mask_rcnn/false_positive": 0.16459657949274897, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.5719423174996336, "total_loss": 1.2939638084499165} {"data_time": 0.012168864501290955, "eta_seconds": 133049.07380700647, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.4234178773701059, "fast_rcnn/fg_cls_accuracy": 0.49385431491784193, "iteration": 35259, "loss_box_reg": 0.23414975684136152, "loss_cls": 0.2418953594751656, "loss_mask": 0.2715354226529598, "loss_rpn_cls": 0.049908214219613, "loss_rpn_loc": 0.08063431165646762, "loss_sem_seg": 0.3665399136953056, "lr": 0.02, "mask_rcnn/accuracy": 0.8775490550611615, "mask_rcnn/false_negative": 0.10449310517845839, "mask_rcnn/false_positive": 0.1471072356443161, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.5668327399998816, "total_loss": 1.266971246135654} {"data_time": 0.013527624500056845, "eta_seconds": 133096.38631613654, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.4173958839734241, "fast_rcnn/fg_cls_accuracy": 0.5203065134099617, "iteration": 35279, "loss_box_reg": 0.245375270023942, "loss_cls": 0.2620381098240614, "loss_mask": 0.29619879741221666, "loss_rpn_cls": 0.059103875668370165, "loss_rpn_loc": 0.08985657303128392, "loss_sem_seg": 0.40186412120237947, "lr": 0.02, "mask_rcnn/accuracy": 0.8723436498589239, "mask_rcnn/false_negative": 0.09180993642563973, "mask_rcnn/false_positive": 0.13255216530068312, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5661450889983826, "total_loss": 1.3975857910700142} {"data_time": 0.012254314999154303, "eta_seconds": 133122.0168920854, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.4431404958677686, "fast_rcnn/fg_cls_accuracy": 0.4977068427811411, "iteration": 35299, "loss_box_reg": 0.24027656996622682, "loss_cls": 0.22252732422202826, "loss_mask": 0.28047317545861006, "loss_rpn_cls": 0.05222223086457234, "loss_rpn_loc": 0.08223017970158253, "loss_sem_seg": 0.3739077765494585, "lr": 0.02, "mask_rcnn/accuracy": 0.8707806966525289, "mask_rcnn/false_negative": 0.10257496936322676, "mask_rcnn/false_positive": 0.17303406983467273, "roi_head/num_bg_samples": 456.75, "roi_head/num_fg_samples": 55.25, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5608377835014835, "total_loss": 1.2287862756638788} {"data_time": 0.012989393499083235, "eta_seconds": 133015.0663501565, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.40292598967297766, "fast_rcnn/fg_cls_accuracy": 0.5510316506410257, "iteration": 35319, "loss_box_reg": 0.26526456186547875, "loss_cls": 0.25625663064420223, "loss_mask": 0.27058605570346117, "loss_rpn_cls": 0.049238870735280216, "loss_rpn_loc": 0.08859676989959553, "loss_sem_seg": 0.39467233954928815, "lr": 0.02, "mask_rcnn/accuracy": 0.888354191144738, "mask_rcnn/false_negative": 0.12088067856143875, "mask_rcnn/false_positive": 0.13558829665082928, "roi_head/num_bg_samples": 463.0, "roi_head/num_fg_samples": 49.0, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.564005972499217, "total_loss": 1.2930462460499257} {"data_time": 0.012670508000155678, "eta_seconds": 132993.97344409875, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.44902142024675484, "fast_rcnn/fg_cls_accuracy": 0.5140879134167725, "iteration": 35339, "loss_box_reg": 0.24881523521617055, "loss_cls": 0.24682016344740987, "loss_mask": 0.2771803829818964, "loss_rpn_cls": 0.058083928015548736, "loss_rpn_loc": 0.09466811420861632, "loss_sem_seg": 0.4231283471453935, "lr": 0.02, "mask_rcnn/accuracy": 0.8726810408109289, "mask_rcnn/false_negative": 0.10442578905949357, "mask_rcnn/false_positive": 0.15712215222399928, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5542302965022827, "total_loss": 1.3771656992612407} {"data_time": 0.01285417749932094, "eta_seconds": 132903.9650893436, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.31466584158415845, "fast_rcnn/fg_cls_accuracy": 0.6226739926739926, "iteration": 35359, "loss_box_reg": 0.26514405384659767, "loss_cls": 0.25246999878436327, "loss_mask": 0.28596491552889347, "loss_rpn_cls": 0.05577261745929718, "loss_rpn_loc": 0.0915541730937548, "loss_sem_seg": 0.4172372920438647, "lr": 0.02, "mask_rcnn/accuracy": 0.8837765171858216, "mask_rcnn/false_negative": 0.09438811486271888, "mask_rcnn/false_positive": 0.13410013047054659, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.562038775999099, "total_loss": 1.4260337433079258} {"data_time": 0.012334245999227278, "eta_seconds": 132951.95415856072, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.3606448553816975, "fast_rcnn/fg_cls_accuracy": 0.5292792792792793, "iteration": 35379, "loss_box_reg": 0.25379657140001655, "loss_cls": 0.251702263019979, "loss_mask": 0.2755467239767313, "loss_rpn_cls": 0.04994292033370584, "loss_rpn_loc": 0.09787909191800281, "loss_sem_seg": 0.36195144336670637, "lr": 0.02, "mask_rcnn/accuracy": 0.8953813085793323, "mask_rcnn/false_negative": 0.11880195671996582, "mask_rcnn/false_positive": 0.11617658030572431, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.570608522000839, "total_loss": 1.2917650310264435} {"data_time": 0.013965956999527407, "eta_seconds": 132875.47376478743, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.4880952380952381, "fast_rcnn/fg_cls_accuracy": 0.44589525321021495, "iteration": 35399, "loss_box_reg": 0.23978145606815815, "loss_cls": 0.25752838235348463, "loss_mask": 0.2833860283717513, "loss_rpn_cls": 0.055296922801062465, "loss_rpn_loc": 0.08675446890993044, "loss_sem_seg": 0.38088121777400374, "lr": 0.02, "mask_rcnn/accuracy": 0.8780765621898627, "mask_rcnn/false_negative": 0.11058595655960585, "mask_rcnn/false_positive": 0.13165826112276208, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5582470209992607, "total_loss": 1.3061377982376143} {"data_time": 0.012104228997486643, "eta_seconds": 132933.426077976, "fast_rcnn/cls_accuracy": 0.95556640625, "fast_rcnn/false_negative": 0.2719158565202816, "fast_rcnn/fg_cls_accuracy": 0.6554007764329756, "iteration": 35419, "loss_box_reg": 0.2518098680302501, "loss_cls": 0.2454286329448223, "loss_mask": 0.2773616751655936, "loss_rpn_cls": 0.05707335926126689, "loss_rpn_loc": 0.08091901853913441, "loss_sem_seg": 0.3805353455245495, "lr": 0.02, "mask_rcnn/accuracy": 0.8975033302048687, "mask_rcnn/false_negative": 0.08932673800076837, "mask_rcnn/false_positive": 0.12149797669024819, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5705484529989917, "total_loss": 1.3584078695857897} {"data_time": 0.012246285998116946, "eta_seconds": 132811.04698678167, "fast_rcnn/cls_accuracy": 0.91357421875, "fast_rcnn/false_negative": 0.4074028879398007, "fast_rcnn/fg_cls_accuracy": 0.5650611922621398, "iteration": 35439, "loss_box_reg": 0.25169269321486354, "loss_cls": 0.23851150507107377, "loss_mask": 0.28885385673493147, "loss_rpn_cls": 0.0604032960254699, "loss_rpn_loc": 0.08821859461022541, "loss_sem_seg": 0.3699171510525048, "lr": 0.02, "mask_rcnn/accuracy": 0.8770641752794868, "mask_rcnn/false_negative": 0.0953805599241728, "mask_rcnn/false_positive": 0.14197210585126396, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5626618400001462, "total_loss": 1.3374129036237719} {"data_time": 0.012284189999263617, "eta_seconds": 132811.851348684, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.38633040935672514, "fast_rcnn/fg_cls_accuracy": 0.6004653652911622, "iteration": 35459, "loss_box_reg": 0.26861744886264205, "loss_cls": 0.2475551189854741, "loss_mask": 0.28648885898292065, "loss_rpn_cls": 0.052635490137618035, "loss_rpn_loc": 0.08364473422989249, "loss_sem_seg": 0.37850486394017935, "lr": 0.02, "mask_rcnn/accuracy": 0.8931901744942788, "mask_rcnn/false_negative": 0.09916477162318027, "mask_rcnn/false_positive": 0.12385485923425299, "roi_head/num_bg_samples": 432.75, "roi_head/num_fg_samples": 79.25, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5587521450015629, "total_loss": 1.308215510158334} {"data_time": 0.01271149149943085, "eta_seconds": 132751.96488408357, "fast_rcnn/cls_accuracy": 0.9033203125, "fast_rcnn/false_negative": 0.5150943396226415, "fast_rcnn/fg_cls_accuracy": 0.4530817610062893, "iteration": 35479, "loss_box_reg": 0.27031425992026925, "loss_cls": 0.26569038932211697, "loss_mask": 0.28951112087816, "loss_rpn_cls": 0.05066298914607614, "loss_rpn_loc": 0.08642079355195165, "loss_sem_seg": 0.39032692462205887, "lr": 0.02, "mask_rcnn/accuracy": 0.8515804548170619, "mask_rcnn/false_negative": 0.11854612922931868, "mask_rcnn/false_positive": 0.15754729112328647, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5563930239986803, "total_loss": 1.3804356962355087} {"data_time": 0.012099747498723445, "eta_seconds": 132753.26355727811, "fast_rcnn/cls_accuracy": 0.9072265625, "fast_rcnn/false_negative": 0.4120050282840981, "fast_rcnn/fg_cls_accuracy": 0.5233012354651163, "iteration": 35499, "loss_box_reg": 0.29190629557706416, "loss_cls": 0.2720477054826915, "loss_mask": 0.28872949816286564, "loss_rpn_cls": 0.05439733908860944, "loss_rpn_loc": 0.08898983092512935, "loss_sem_seg": 0.36342300195246935, "lr": 0.02, "mask_rcnn/accuracy": 0.8738781830299687, "mask_rcnn/false_negative": 0.11250170189989014, "mask_rcnn/false_positive": 0.12936683951913353, "roi_head/num_bg_samples": 433.0, "roi_head/num_fg_samples": 79.0, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.5615384755001287, "total_loss": 1.3714806431089528} {"data_time": 0.013161078499251744, "eta_seconds": 132729.3226533436, "fast_rcnn/cls_accuracy": 0.900390625, "fast_rcnn/false_negative": 0.38205424726661064, "fast_rcnn/fg_cls_accuracy": 0.5620300751879699, "iteration": 35519, "loss_box_reg": 0.28096028487198055, "loss_cls": 0.2767558549530804, "loss_mask": 0.28556571807712317, "loss_rpn_cls": 0.06096584946499206, "loss_rpn_loc": 0.09385880938498303, "loss_sem_seg": 0.3986649876460433, "lr": 0.02, "mask_rcnn/accuracy": 0.872949780873888, "mask_rcnn/false_negative": 0.10221749632747029, "mask_rcnn/false_positive": 0.14002314114761255, "roi_head/num_bg_samples": 431.75, "roi_head/num_fg_samples": 80.25, "rpn/num_neg_anchors": 201.75, "rpn/num_pos_anchors": 54.25, "time": 0.5630350240007829, "total_loss": 1.4163522949093021} {"data_time": 0.012950698499480495, "eta_seconds": 132718.00153797364, "fast_rcnn/cls_accuracy": 0.90869140625, "fast_rcnn/false_negative": 0.40985901409859016, "fast_rcnn/fg_cls_accuracy": 0.45016532829475675, "iteration": 35539, "loss_box_reg": 0.23845026758499444, "loss_cls": 0.23335886863060296, "loss_mask": 0.27915681386366487, "loss_rpn_cls": 0.05269302672240883, "loss_rpn_loc": 0.08646881819004193, "loss_sem_seg": 0.365243052598089, "lr": 0.02, "mask_rcnn/accuracy": 0.8606876263905483, "mask_rcnn/false_negative": 0.12373873834087329, "mask_rcnn/false_positive": 0.1273599889336095, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5674776420000853, "total_loss": 1.3484848302905448} {"data_time": 0.011910573999557528, "eta_seconds": 132719.2969822382, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.417287784679089, "fast_rcnn/fg_cls_accuracy": 0.5042372881355932, "iteration": 35559, "loss_box_reg": 0.2242430301848799, "loss_cls": 0.21587875857949257, "loss_mask": 0.2695022523403168, "loss_rpn_cls": 0.046735741081647575, "loss_rpn_loc": 0.07798193342750892, "loss_sem_seg": 0.41670880070887506, "lr": 0.02, "mask_rcnn/accuracy": 0.8842013545733063, "mask_rcnn/false_negative": 0.08922597937982982, "mask_rcnn/false_positive": 0.14495067179495155, "roi_head/num_bg_samples": 467.75, "roi_head/num_fg_samples": 44.25, "rpn/num_neg_anchors": 238.25, "rpn/num_pos_anchors": 17.75, "time": 0.5690443205003248, "total_loss": 1.2698290159169119} {"data_time": 0.012952670500453678, "eta_seconds": 132743.89980860424, "fast_rcnn/cls_accuracy": 0.90966796875, "fast_rcnn/false_negative": 0.4056009934483792, "fast_rcnn/fg_cls_accuracy": 0.5369976193810391, "iteration": 35579, "loss_box_reg": 0.24772384110838175, "loss_cls": 0.2406271700747311, "loss_mask": 0.2784543177112937, "loss_rpn_cls": 0.05256481596734375, "loss_rpn_loc": 0.07089802611153573, "loss_sem_seg": 0.3469181596301496, "lr": 0.02, "mask_rcnn/accuracy": 0.8675335591574085, "mask_rcnn/false_negative": 0.09185580234710489, "mask_rcnn/false_positive": 0.15046646842088987, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5716725800011773, "total_loss": 1.221291945752455} {"data_time": 0.013239194000561838, "eta_seconds": 132732.5745519243, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.4048740416210296, "fast_rcnn/fg_cls_accuracy": 0.48787878787878786, "iteration": 35599, "loss_box_reg": 0.23460425157099962, "loss_cls": 0.24734346778132021, "loss_mask": 0.2792266570031643, "loss_rpn_cls": 0.055964369283174165, "loss_rpn_loc": 0.0697173235239461, "loss_sem_seg": 0.38125439803116024, "lr": 0.02, "mask_rcnn/accuracy": 0.8834481198298763, "mask_rcnn/false_negative": 0.09601799366235073, "mask_rcnn/false_positive": 0.12697484824445, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5634075104990188, "total_loss": 1.319230411274475} {"data_time": 0.012682051499723457, "eta_seconds": 132738.54215993133, "fast_rcnn/cls_accuracy": 0.9091796875, "fast_rcnn/false_negative": 0.42801703413695996, "fast_rcnn/fg_cls_accuracy": 0.5035211267605634, "iteration": 35619, "loss_box_reg": 0.2208289378322661, "loss_cls": 0.23663498554378748, "loss_mask": 0.2599399914033711, "loss_rpn_cls": 0.04719820056925528, "loss_rpn_loc": 0.07549747976008803, "loss_sem_seg": 0.4085028124973178, "lr": 0.02, "mask_rcnn/accuracy": 0.8731299281133074, "mask_rcnn/false_negative": 0.11241494247346343, "mask_rcnn/false_positive": 0.1489022712660268, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.5759222644992406, "total_loss": 1.248166109318845} {"data_time": 0.01336715099932917, "eta_seconds": 132694.9082952538, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3221359940872136, "fast_rcnn/fg_cls_accuracy": 0.6139800062480475, "iteration": 35639, "loss_box_reg": 0.23531280551105738, "loss_cls": 0.22729151230305433, "loss_mask": 0.27526436746120453, "loss_rpn_cls": 0.057109827583190054, "loss_rpn_loc": 0.08716599887702614, "loss_sem_seg": 0.39433199586346745, "lr": 0.02, "mask_rcnn/accuracy": 0.8814172314353028, "mask_rcnn/false_negative": 0.08784239778714782, "mask_rcnn/false_positive": 0.1257030672631024, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5584941465003794, "total_loss": 1.3089532123412937} {"data_time": 0.01260391350115242, "eta_seconds": 132677.29261606844, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.4248366013071896, "fast_rcnn/fg_cls_accuracy": 0.5497549019607844, "iteration": 35659, "loss_box_reg": 0.21914543770253658, "loss_cls": 0.21154384780675173, "loss_mask": 0.27903061080724, "loss_rpn_cls": 0.05405344278551638, "loss_rpn_loc": 0.07749366358621046, "loss_sem_seg": 0.37255845265462995, "lr": 0.02, "mask_rcnn/accuracy": 0.8795705782312926, "mask_rcnn/false_negative": 0.10736531673535624, "mask_rcnn/false_positive": 0.15004038893373398, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5594843975013646, "total_loss": 1.23357318964554} {"data_time": 0.01200918150061625, "eta_seconds": 132687.27352520448, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.4139649617398309, "fast_rcnn/fg_cls_accuracy": 0.5432674945134317, "iteration": 35679, "loss_box_reg": 0.2626215913332999, "loss_cls": 0.25354518461972475, "loss_mask": 0.2968713706359267, "loss_rpn_cls": 0.06125805675401352, "loss_rpn_loc": 0.09534781496040523, "loss_sem_seg": 0.39504174841567874, "lr": 0.02, "mask_rcnn/accuracy": 0.8765773567949907, "mask_rcnn/false_negative": 0.09628039245941793, "mask_rcnn/false_positive": 0.15490092533642583, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5709104485013086, "total_loss": 1.3644173976499587} {"data_time": 0.012574786500408663, "eta_seconds": 132675.94826852452, "fast_rcnn/cls_accuracy": 0.900390625, "fast_rcnn/false_negative": 0.38267242197135, "fast_rcnn/fg_cls_accuracy": 0.5354044750430292, "iteration": 35699, "loss_box_reg": 0.23719562031328678, "loss_cls": 0.24613107182085514, "loss_mask": 0.27998122200369835, "loss_rpn_cls": 0.044992043112870306, "loss_rpn_loc": 0.07551115029491484, "loss_sem_seg": 0.4068970321677625, "lr": 0.02, "mask_rcnn/accuracy": 0.8794045331490667, "mask_rcnn/false_negative": 0.11116102815903858, "mask_rcnn/false_positive": 0.12439172336343617, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5665662364990567, "total_loss": 1.230292871245183} {"data_time": 0.012538337499790941, "eta_seconds": 132725.01467988515, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.3992248062015504, "fast_rcnn/fg_cls_accuracy": 0.5704496124031008, "iteration": 35719, "loss_box_reg": 0.240955566521734, "loss_cls": 0.23623104998841882, "loss_mask": 0.27286580204963684, "loss_rpn_cls": 0.047809101815801114, "loss_rpn_loc": 0.07365556413424201, "loss_sem_seg": 0.3834564024582505, "lr": 0.02, "mask_rcnn/accuracy": 0.8835254562067133, "mask_rcnn/false_negative": 0.10444649040047198, "mask_rcnn/false_positive": 0.1375944235615508, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5746837179995055, "total_loss": 1.3042399178957567} {"data_time": 0.012055362001774483, "eta_seconds": 132759.32205884525, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.42747431593937546, "fast_rcnn/fg_cls_accuracy": 0.5511965598903154, "iteration": 35739, "loss_box_reg": 0.26966138696298003, "loss_cls": 0.2631082502193749, "loss_mask": 0.28022675681859255, "loss_rpn_cls": 0.05177756867487915, "loss_rpn_loc": 0.0801012437150348, "loss_sem_seg": 0.3870524847880006, "lr": 0.02, "mask_rcnn/accuracy": 0.8791418534244838, "mask_rcnn/false_negative": 0.10660299747815588, "mask_rcnn/false_positive": 0.1036965123013796, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5689727444987511, "total_loss": 1.3252175659872591} {"data_time": 0.01311766750040988, "eta_seconds": 132641.97249848465, "fast_rcnn/cls_accuracy": 0.9072265625, "fast_rcnn/false_negative": 0.4304347826086956, "fast_rcnn/fg_cls_accuracy": 0.5052083333333333, "iteration": 35759, "loss_box_reg": 0.2532909461297095, "loss_cls": 0.24846719484776258, "loss_mask": 0.28053525649011135, "loss_rpn_cls": 0.05036006809677929, "loss_rpn_loc": 0.07375736359972507, "loss_sem_seg": 0.375024720095098, "lr": 0.02, "mask_rcnn/accuracy": 0.8905899316248238, "mask_rcnn/false_negative": 0.08774091263600077, "mask_rcnn/false_positive": 0.1471812816425208, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5557719164989976, "total_loss": 1.2782068068918306} {"data_time": 0.01269171550120518, "eta_seconds": 132582.14815353396, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.44816810344827585, "fast_rcnn/fg_cls_accuracy": 0.47438858695652175, "iteration": 35779, "loss_box_reg": 0.24153868574649096, "loss_cls": 0.25968675781041384, "loss_mask": 0.26807017158716917, "loss_rpn_cls": 0.05738388787722215, "loss_rpn_loc": 0.09830450589652173, "loss_sem_seg": 0.4015598241239786, "lr": 0.02, "mask_rcnn/accuracy": 0.8752397300383568, "mask_rcnn/false_negative": 0.10378057517379513, "mask_rcnn/false_positive": 0.13685598065330837, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.5593465094989369, "total_loss": 1.322697491152212} {"data_time": 0.013249227000414976, "eta_seconds": 132554.67981616466, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.42787411689145793, "fast_rcnn/fg_cls_accuracy": 0.5512820512820513, "iteration": 35799, "loss_box_reg": 0.25410877726972103, "loss_cls": 0.23836460220627487, "loss_mask": 0.2790878852829337, "loss_rpn_cls": 0.056172927346779034, "loss_rpn_loc": 0.08465177463949658, "loss_sem_seg": 0.39083717996254563, "lr": 0.02, "mask_rcnn/accuracy": 0.8718025395089543, "mask_rcnn/false_negative": 0.11331757863274894, "mask_rcnn/false_positive": 0.13703686992201458, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5599644129979424, "total_loss": 1.324859335902147} {"data_time": 0.012799873498806846, "eta_seconds": 132536.7231557898, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.43808095952023984, "fast_rcnn/fg_cls_accuracy": 0.5518394648829431, "iteration": 35819, "loss_box_reg": 0.25901227723807096, "loss_cls": 0.2438107447233051, "loss_mask": 0.28617026191204786, "loss_rpn_cls": 0.05720831218059175, "loss_rpn_loc": 0.09594856610056013, "loss_sem_seg": 0.4101493237540126, "lr": 0.02, "mask_rcnn/accuracy": 0.8874113485720629, "mask_rcnn/false_negative": 0.10681770810429078, "mask_rcnn/false_positive": 0.11454875215956632, "roi_head/num_bg_samples": 463.75, "roi_head/num_fg_samples": 48.25, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5637404794979375, "total_loss": 1.3386326271283906} {"data_time": 0.012242364500707481, "eta_seconds": 132532.0403432647, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.4311831950806818, "fast_rcnn/fg_cls_accuracy": 0.47444365530303034, "iteration": 35839, "loss_box_reg": 0.2543936688452959, "loss_cls": 0.2370973597280681, "loss_mask": 0.2817100649699569, "loss_rpn_cls": 0.05456619441974908, "loss_rpn_loc": 0.09223220584681258, "loss_sem_seg": 0.3563385419547558, "lr": 0.02, "mask_rcnn/accuracy": 0.8708624184245928, "mask_rcnn/false_negative": 0.11755968151351084, "mask_rcnn/false_positive": 0.13866494519085792, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5663273589998425, "total_loss": 1.272793850492235} {"data_time": 0.012932429999636952, "eta_seconds": 132514.08481652988, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.3385516538830297, "fast_rcnn/fg_cls_accuracy": 0.6544507241257507, "iteration": 35859, "loss_box_reg": 0.2663733888184652, "loss_cls": 0.28164272755384445, "loss_mask": 0.2820920590311289, "loss_rpn_cls": 0.05456006061285734, "loss_rpn_loc": 0.08119289926253259, "loss_sem_seg": 0.40548725705593824, "lr": 0.02, "mask_rcnn/accuracy": 0.8679639260511615, "mask_rcnn/false_negative": 0.09719732533221578, "mask_rcnn/false_positive": 0.14244067306924468, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.5616295455001818, "total_loss": 1.4095011476747459} {"data_time": 0.013237280498287873, "eta_seconds": 132485.69705522945, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.4283234126984127, "fast_rcnn/fg_cls_accuracy": 0.5161290322580645, "iteration": 35879, "loss_box_reg": 0.2552196616306901, "loss_cls": 0.2554942583665252, "loss_mask": 0.2874521305784583, "loss_rpn_cls": 0.056962933856993914, "loss_rpn_loc": 0.08738783601438627, "loss_sem_seg": 0.3337416644208133, "lr": 0.02, "mask_rcnn/accuracy": 0.8651748586511401, "mask_rcnn/false_negative": 0.11253890396816159, "mask_rcnn/false_positive": 0.13603938617577246, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5637759699984599, "total_loss": 1.2814477084903046} {"data_time": 0.012091131500710617, "eta_seconds": 132491.44647726993, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.37147792534099067, "fast_rcnn/fg_cls_accuracy": 0.5926362582141477, "iteration": 35899, "loss_box_reg": 0.25932178692892194, "loss_cls": 0.24907081562560052, "loss_mask": 0.28236060682684183, "loss_rpn_cls": 0.052779817226110026, "loss_rpn_loc": 0.09594200598075986, "loss_sem_seg": 0.41841282648965716, "lr": 0.02, "mask_rcnn/accuracy": 0.8763234533323819, "mask_rcnn/false_negative": 0.09232891384316422, "mask_rcnn/false_positive": 0.15288206881146432, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5663993845009827, "total_loss": 1.3984370915859472} {"data_time": 0.01186019250053505, "eta_seconds": 132463.06163216956, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.47640953054965796, "fast_rcnn/fg_cls_accuracy": 0.4601649785945494, "iteration": 35919, "loss_box_reg": 0.2397680312860757, "loss_cls": 0.2245335492771119, "loss_mask": 0.2813937971368432, "loss_rpn_cls": 0.03802024631295353, "loss_rpn_loc": 0.0842773326439783, "loss_sem_seg": 0.3607675638049841, "lr": 0.02, "mask_rcnn/accuracy": 0.8711997454682927, "mask_rcnn/false_negative": 0.11216753399946595, "mask_rcnn/false_positive": 0.1460814845731932, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5574167890008539, "total_loss": 1.2917850744124735} {"data_time": 0.01219221750034194, "eta_seconds": 132300.54016372067, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.39664825893541955, "fast_rcnn/fg_cls_accuracy": 0.5707597420801794, "iteration": 35939, "loss_box_reg": 0.24907708493992686, "loss_cls": 0.2533425569999963, "loss_mask": 0.2951006852090359, "loss_rpn_cls": 0.06357845920138061, "loss_rpn_loc": 0.08343559963395819, "loss_sem_seg": 0.3853774694725871, "lr": 0.02, "mask_rcnn/accuracy": 0.8558405310600292, "mask_rcnn/false_negative": 0.10739187969551549, "mask_rcnn/false_positive": 0.15891075373782848, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.5641380854995077, "total_loss": 1.292168123240117} {"data_time": 0.012458964500183356, "eta_seconds": 132382.7101777189, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3656023222060958, "fast_rcnn/fg_cls_accuracy": 0.6129098284395817, "iteration": 35959, "loss_box_reg": 0.2546394234523177, "loss_cls": 0.24203713377937675, "loss_mask": 0.2729476480744779, "loss_rpn_cls": 0.04820972139714286, "loss_rpn_loc": 0.0680181838106364, "loss_sem_seg": 0.398886829148978, "lr": 0.02, "mask_rcnn/accuracy": 0.8701709245201856, "mask_rcnn/false_negative": 0.10458177536438737, "mask_rcnn/false_positive": 0.16034874716112768, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5582929929987586, "total_loss": 1.2765835866885027} {"data_time": 0.012040811499900883, "eta_seconds": 132318.8505568699, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.43610768793250543, "fast_rcnn/fg_cls_accuracy": 0.5301328841474826, "iteration": 35979, "loss_box_reg": 0.25414038822054863, "loss_cls": 0.2619472200749442, "loss_mask": 0.2846866496838629, "loss_rpn_cls": 0.05198728514369577, "loss_rpn_loc": 0.08474889839999378, "loss_sem_seg": 0.37628331035375595, "lr": 0.02, "mask_rcnn/accuracy": 0.8811797266076242, "mask_rcnn/false_negative": 0.09374014922271603, "mask_rcnn/false_positive": 0.1531802904572204, "roi_head/num_bg_samples": 463.75, "roi_head/num_fg_samples": 48.25, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5673407380018034, "total_loss": 1.3528429033758584} {"data_time": 0.012676184998781537, "eta_seconds": 132221.0243762344, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.3463073852295409, "fast_rcnn/fg_cls_accuracy": 0.6482813593592037, "iteration": 35999, "loss_box_reg": 0.24993861559778452, "loss_cls": 0.23166597611270845, "loss_mask": 0.2634197976440191, "loss_rpn_cls": 0.05002978316042572, "loss_rpn_loc": 0.08084196510026231, "loss_sem_seg": 0.34766351291909814, "lr": 0.02, "mask_rcnn/accuracy": 0.8877559056636768, "mask_rcnn/false_negative": 0.09360276279471336, "mask_rcnn/false_positive": 0.12671931341364645, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5501641954979277, "total_loss": 1.2231940070632845} {"data_time": 0.01300273900051252, "eta_seconds": 132205.57605234795, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.40789473684210525, "fast_rcnn/fg_cls_accuracy": 0.5232007575757576, "iteration": 36019, "loss_box_reg": 0.22303030360490084, "loss_cls": 0.239089815877378, "loss_mask": 0.27492560539394617, "loss_rpn_cls": 0.04812753264559433, "loss_rpn_loc": 0.0636059392709285, "loss_sem_seg": 0.3671729168854654, "lr": 0.02, "mask_rcnn/accuracy": 0.8888077852598529, "mask_rcnn/false_negative": 0.0862670305648531, "mask_rcnn/false_positive": 0.13997822763056178, "roi_head/num_bg_samples": 468.25, "roi_head/num_fg_samples": 43.75, "rpn/num_neg_anchors": 234.75, "rpn/num_pos_anchors": 21.25, "time": 0.5581680860013876, "total_loss": 1.2584210782370064} {"data_time": 0.012794457499694545, "eta_seconds": 132188.896048233, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.4463427197802198, "fast_rcnn/fg_cls_accuracy": 0.5238829495614035, "iteration": 36039, "loss_box_reg": 0.25589624559506774, "loss_cls": 0.25098133785650134, "loss_mask": 0.28244789969176054, "loss_rpn_cls": 0.05513313808478415, "loss_rpn_loc": 0.08944665107992478, "loss_sem_seg": 0.40003167325630784, "lr": 0.02, "mask_rcnn/accuracy": 0.8709831306083289, "mask_rcnn/false_negative": 0.11889817083930329, "mask_rcnn/false_positive": 0.14654383351698289, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5582433130002755, "total_loss": 1.3203884264803492} {"data_time": 0.013024941999901785, "eta_seconds": 132195.73949602965, "fast_rcnn/cls_accuracy": 0.91259765625, "fast_rcnn/false_negative": 0.423728813559322, "fast_rcnn/fg_cls_accuracy": 0.5204386839481555, "iteration": 36059, "loss_box_reg": 0.26822270452976227, "loss_cls": 0.24069461645558476, "loss_mask": 0.28493719547986984, "loss_rpn_cls": 0.056730766635155305, "loss_rpn_loc": 0.09036579291569069, "loss_sem_seg": 0.3630258785560727, "lr": 0.02, "mask_rcnn/accuracy": 0.8734433588250115, "mask_rcnn/false_negative": 0.11633495168523568, "mask_rcnn/false_positive": 0.14482479798632464, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.5748700380008813, "total_loss": 1.3155740298097953} {"data_time": 0.01230919299996458, "eta_seconds": 132171.674433998, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.42511859046758527, "fast_rcnn/fg_cls_accuracy": 0.5250038675742574, "iteration": 36079, "loss_box_reg": 0.2890467974357307, "loss_cls": 0.2865677373483777, "loss_mask": 0.29078137315809727, "loss_rpn_cls": 0.05551273928722367, "loss_rpn_loc": 0.0821945006318856, "loss_sem_seg": 0.37662574695423245, "lr": 0.02, "mask_rcnn/accuracy": 0.8843039358600584, "mask_rcnn/false_negative": 0.08796017176512395, "mask_rcnn/false_positive": 0.1563765204937883, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 235.0, "rpn/num_pos_anchors": 21.0, "time": 0.5643399234995741, "total_loss": 1.352377138013253} {"data_time": 0.011992717500106664, "eta_seconds": 132164.5199064346, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.3822759239862337, "fast_rcnn/fg_cls_accuracy": 0.5637211939990721, "iteration": 36099, "loss_box_reg": 0.2429618751630187, "loss_cls": 0.24377184896729887, "loss_mask": 0.26786016253754497, "loss_rpn_cls": 0.04951722652185708, "loss_rpn_loc": 0.0978869425598532, "loss_sem_seg": 0.38404275197535753, "lr": 0.02, "mask_rcnn/accuracy": 0.8775276830155554, "mask_rcnn/false_negative": 0.11778553888143253, "mask_rcnn/false_positive": 0.14169826897897111, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5719089635003911, "total_loss": 1.3251631294260733} {"data_time": 0.012660626000069897, "eta_seconds": 132143.69572987285, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.47280917811770806, "fast_rcnn/fg_cls_accuracy": 0.48751508400631205, "iteration": 36119, "loss_box_reg": 0.24481850070878863, "loss_cls": 0.24624672951176763, "loss_mask": 0.28535287361592054, "loss_rpn_cls": 0.05886792700039223, "loss_rpn_loc": 0.08739399880869314, "loss_sem_seg": 0.39338473370298743, "lr": 0.02, "mask_rcnn/accuracy": 0.8834631620505344, "mask_rcnn/false_negative": 0.10786007034946427, "mask_rcnn/false_positive": 0.1094289026473097, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5540551734993642, "total_loss": 1.3351314866158646} {"data_time": 0.012929670501762303, "eta_seconds": 132129.161118648, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3817608173076923, "fast_rcnn/fg_cls_accuracy": 0.5541469703480877, "iteration": 36139, "loss_box_reg": 0.22665869584307075, "loss_cls": 0.23156542563810945, "loss_mask": 0.2737010195851326, "loss_rpn_cls": 0.05530219653155655, "loss_rpn_loc": 0.07887665585440118, "loss_sem_seg": 0.3679137425497174, "lr": 0.02, "mask_rcnn/accuracy": 0.8806401179745883, "mask_rcnn/false_negative": 0.1049039487816949, "mask_rcnn/false_positive": 0.13486305536137505, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 208.0, "rpn/num_pos_anchors": 48.0, "time": 0.5564934804988297, "total_loss": 1.2292470537940972} {"data_time": 0.012766258500050753, "eta_seconds": 132086.58028780538, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.4251489686783805, "fast_rcnn/fg_cls_accuracy": 0.5432850241545895, "iteration": 36159, "loss_box_reg": 0.2830595918931067, "loss_cls": 0.2577918288297951, "loss_mask": 0.27704954613000154, "loss_rpn_cls": 0.0583149429585319, "loss_rpn_loc": 0.08911575376987457, "loss_sem_seg": 0.39019069727510214, "lr": 0.02, "mask_rcnn/accuracy": 0.8850563662073296, "mask_rcnn/false_negative": 0.08891450103206885, "mask_rcnn/false_positive": 0.13488740293664786, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.577987660000872, "total_loss": 1.3823416571540292} {"data_time": 0.012900122499559075, "eta_seconds": 132115.64405527693, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.4238672286617492, "fast_rcnn/fg_cls_accuracy": 0.545847602739726, "iteration": 36179, "loss_box_reg": 0.23643080005422235, "loss_cls": 0.24777861265465617, "loss_mask": 0.28624319564551115, "loss_rpn_cls": 0.047208866228174884, "loss_rpn_loc": 0.06534267647657543, "loss_sem_seg": 0.3926707422360778, "lr": 0.02, "mask_rcnn/accuracy": 0.8842777423469388, "mask_rcnn/false_negative": 0.10196695894313593, "mask_rcnn/false_positive": 0.12970166008716372, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5774945904995548, "total_loss": 1.293961496616248} {"data_time": 0.01165168899933633, "eta_seconds": 132098.4954115127, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.48079710144927534, "fast_rcnn/fg_cls_accuracy": 0.5129345603271984, "iteration": 36199, "loss_box_reg": 0.2501075966283679, "loss_cls": 0.2500369385816157, "loss_mask": 0.28101428877562284, "loss_rpn_cls": 0.05756522715091705, "loss_rpn_loc": 0.08284188789548352, "loss_sem_seg": 0.3499649791046977, "lr": 0.02, "mask_rcnn/accuracy": 0.8963139394079627, "mask_rcnn/false_negative": 0.07597740740366375, "mask_rcnn/false_positive": 0.13111284178150698, "roi_head/num_bg_samples": 462.25, "roi_head/num_fg_samples": 49.75, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5600724075011385, "total_loss": 1.2538196670939215} {"data_time": 0.01202825650034356, "eta_seconds": 132052.6889051254, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.41048657718120807, "fast_rcnn/fg_cls_accuracy": 0.5366734304129863, "iteration": 36219, "loss_box_reg": 0.27278150734491646, "loss_cls": 0.244984348770231, "loss_mask": 0.28511027386412024, "loss_rpn_cls": 0.060244668391533196, "loss_rpn_loc": 0.07475861039711162, "loss_sem_seg": 0.3846797002479434, "lr": 0.02, "mask_rcnn/accuracy": 0.876041968248136, "mask_rcnn/false_negative": 0.10632290990824564, "mask_rcnn/false_positive": 0.13488338907010194, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.5596367615016788, "total_loss": 1.2870649957912974} {"data_time": 0.012881415499577997, "eta_seconds": 132009.28961326674, "fast_rcnn/cls_accuracy": 0.912109375, "fast_rcnn/false_negative": 0.43702631941573655, "fast_rcnn/fg_cls_accuracy": 0.5194698569082805, "iteration": 36239, "loss_box_reg": 0.2695323973894119, "loss_cls": 0.2585955145768821, "loss_mask": 0.2796388971619308, "loss_rpn_cls": 0.05918754969025031, "loss_rpn_loc": 0.07928108726628125, "loss_sem_seg": 0.369761249050498, "lr": 0.02, "mask_rcnn/accuracy": 0.8712773974385672, "mask_rcnn/false_negative": 0.14743957979381267, "mask_rcnn/false_positive": 0.11527809801477909, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5692349599994486, "total_loss": 1.349445963744074} {"data_time": 0.011655735501335585, "eta_seconds": 131962.83696316648, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.36137619286790557, "fast_rcnn/fg_cls_accuracy": 0.5886835587730996, "iteration": 36259, "loss_box_reg": 0.23405401362106204, "loss_cls": 0.24284086097031832, "loss_mask": 0.28494255151599646, "loss_rpn_cls": 0.05043472023680806, "loss_rpn_loc": 0.07528332862420939, "loss_sem_seg": 0.3736327651422471, "lr": 0.02, "mask_rcnn/accuracy": 0.8677456871486722, "mask_rcnn/false_negative": 0.10512968278250079, "mask_rcnn/false_positive": 0.14053505531525887, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5581853755011252, "total_loss": 1.2777195711387321} {"data_time": 0.013422592501228792, "eta_seconds": 131867.32247468762, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.45474481658692184, "fast_rcnn/fg_cls_accuracy": 0.5089743589743589, "iteration": 36279, "loss_box_reg": 0.251986316870898, "loss_cls": 0.24632828496396542, "loss_mask": 0.28640642017126083, "loss_rpn_cls": 0.054240224009845406, "loss_rpn_loc": 0.08096897846553475, "loss_sem_seg": 0.42055982630699873, "lr": 0.02, "mask_rcnn/accuracy": 0.8791511264315852, "mask_rcnn/false_negative": 0.09875176293925418, "mask_rcnn/false_positive": 0.1370321476939124, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.560831672999484, "total_loss": 1.3243873050960246} {"data_time": 0.013372530502238078, "eta_seconds": 131940.25421782644, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.3889516129032258, "fast_rcnn/fg_cls_accuracy": 0.5389112903225806, "iteration": 36299, "loss_box_reg": 0.2176248673349619, "loss_cls": 0.25160314654931426, "loss_mask": 0.27621603198349476, "loss_rpn_cls": 0.056517788500059396, "loss_rpn_loc": 0.09017315256642178, "loss_sem_seg": 0.3884080438874662, "lr": 0.02, "mask_rcnn/accuracy": 0.8967974334922073, "mask_rcnn/false_negative": 0.08735386136110146, "mask_rcnn/false_positive": 0.13849085788927912, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5695706094993511, "total_loss": 1.3054281703662127} {"data_time": 0.012075429500328028, "eta_seconds": 131958.3926297859, "fast_rcnn/cls_accuracy": 0.91357421875, "fast_rcnn/false_negative": 0.4631027681425559, "fast_rcnn/fg_cls_accuracy": 0.516832954081335, "iteration": 36319, "loss_box_reg": 0.24619623459875584, "loss_cls": 0.2266112701036036, "loss_mask": 0.2889570873230696, "loss_rpn_cls": 0.0603437909448985, "loss_rpn_loc": 0.07042229210492224, "loss_sem_seg": 0.4258436416275799, "lr": 0.02, "mask_rcnn/accuracy": 0.8794373582766439, "mask_rcnn/false_negative": 0.1062610267160801, "mask_rcnn/false_positive": 0.15214361888390965, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5682674429990584, "total_loss": 1.3613847502274439} {"data_time": 0.012468141001590993, "eta_seconds": 131917.6714724864, "fast_rcnn/cls_accuracy": 0.9052734375, "fast_rcnn/false_negative": 0.44637571635493417, "fast_rcnn/fg_cls_accuracy": 0.5224843524313914, "iteration": 36339, "loss_box_reg": 0.24967920687049627, "loss_cls": 0.25747528159990907, "loss_mask": 0.28686349280178547, "loss_rpn_cls": 0.05756355950143188, "loss_rpn_loc": 0.07431725290371105, "loss_sem_seg": 0.4012629413045943, "lr": 0.02, "mask_rcnn/accuracy": 0.8778176011066987, "mask_rcnn/false_negative": 0.10483404494742746, "mask_rcnn/false_positive": 0.13294424447847167, "roi_head/num_bg_samples": 430.25, "roi_head/num_fg_samples": 81.75, "rpn/num_neg_anchors": 199.75, "rpn/num_pos_anchors": 56.25, "time": 0.5540302235021954, "total_loss": 1.3315069916134235} {"data_time": 0.012749366998832556, "eta_seconds": 131906.3800998164, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.40613677536231885, "fast_rcnn/fg_cls_accuracy": 0.5632925724637681, "iteration": 36359, "loss_box_reg": 0.252415232360363, "loss_cls": 0.25134809920564294, "loss_mask": 0.2850214010104537, "loss_rpn_cls": 0.058255766867659986, "loss_rpn_loc": 0.08384856069460511, "loss_sem_seg": 0.3746413914486766, "lr": 0.02, "mask_rcnn/accuracy": 0.8776878505025199, "mask_rcnn/false_negative": 0.10275520208653689, "mask_rcnn/false_positive": 0.13555623709890505, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5594340569987253, "total_loss": 1.2804988111020066} {"data_time": 0.01222238149784971, "eta_seconds": 131895.08872714636, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.40920444610965406, "fast_rcnn/fg_cls_accuracy": 0.5304437564499485, "iteration": 36379, "loss_box_reg": 0.26224350882694125, "loss_cls": 0.2561869164928794, "loss_mask": 0.27388578187674284, "loss_rpn_cls": 0.04980346839874983, "loss_rpn_loc": 0.08747021161252633, "loss_sem_seg": 0.36146044079214334, "lr": 0.02, "mask_rcnn/accuracy": 0.870917627028952, "mask_rcnn/false_negative": 0.11237075835629294, "mask_rcnn/false_positive": 0.1359253356235894, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5711400315012725, "total_loss": 1.269380070909392} {"data_time": 0.013229021498773363, "eta_seconds": 131913.217063906, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.4399034527900507, "fast_rcnn/fg_cls_accuracy": 0.5319350375063725, "iteration": 36399, "loss_box_reg": 0.24322592001408339, "loss_cls": 0.24126111576333642, "loss_mask": 0.27928752778097987, "loss_rpn_cls": 0.05722250510007143, "loss_rpn_loc": 0.07803481671726331, "loss_sem_seg": 0.39841211633756757, "lr": 0.02, "mask_rcnn/accuracy": 0.8796472505668934, "mask_rcnn/false_negative": 0.10651867348529948, "mask_rcnn/false_positive": 0.1276303791703225, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5639513945006911, "total_loss": 1.3081899208482355} {"data_time": 0.013044514998910017, "eta_seconds": 131771.9928070738, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.469757394483217, "fast_rcnn/fg_cls_accuracy": 0.48016983949234787, "iteration": 36419, "loss_box_reg": 0.23471040092408657, "loss_cls": 0.22758792922832072, "loss_mask": 0.2801363496109843, "loss_rpn_cls": 0.05708933941787109, "loss_rpn_loc": 0.07924072301830165, "loss_sem_seg": 0.38205547351390123, "lr": 0.02, "mask_rcnn/accuracy": 0.8743302405708047, "mask_rcnn/false_negative": 0.09293320060338484, "mask_rcnn/false_positive": 0.1652746415251008, "roi_head/num_bg_samples": 459.25, "roi_head/num_fg_samples": 52.75, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5611776605001069, "total_loss": 1.296146931243129} {"data_time": 0.013990141000249423, "eta_seconds": 131760.7100406838, "fast_rcnn/cls_accuracy": 0.904296875, "fast_rcnn/false_negative": 0.49333333333333335, "fast_rcnn/fg_cls_accuracy": 0.48481647460520705, "iteration": 36439, "loss_box_reg": 0.2597516649402678, "loss_cls": 0.24917833181098104, "loss_mask": 0.29170582070946693, "loss_rpn_cls": 0.05852586345281452, "loss_rpn_loc": 0.09104103482241044, "loss_sem_seg": 0.3564722705632448, "lr": 0.02, "mask_rcnn/accuracy": 0.8799611657288924, "mask_rcnn/false_negative": 0.11042116735085561, "mask_rcnn/false_positive": 0.14544905716350476, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.5635125620010513, "total_loss": 1.3266042548348196} {"data_time": 0.013466671998685342, "eta_seconds": 131552.75457444068, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.37455564670494945, "fast_rcnn/fg_cls_accuracy": 0.599286700414174, "iteration": 36459, "loss_box_reg": 0.2547174426726997, "loss_cls": 0.24409196944907308, "loss_mask": 0.267870569601655, "loss_rpn_cls": 0.05373319023055956, "loss_rpn_loc": 0.08456480868335348, "loss_sem_seg": 0.3846959099173546, "lr": 0.02, "mask_rcnn/accuracy": 0.8802569774777078, "mask_rcnn/false_negative": 0.10636144153692079, "mask_rcnn/false_positive": 0.13545912706840108, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.552426567499424, "total_loss": 1.3527294416562654} {"data_time": 0.012491223998949863, "eta_seconds": 131838.63186379627, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.4312065972222222, "fast_rcnn/fg_cls_accuracy": 0.48128325508607195, "iteration": 36479, "loss_box_reg": 0.25932516856119037, "loss_cls": 0.24684247514232993, "loss_mask": 0.2921958165243268, "loss_rpn_cls": 0.05544043763075024, "loss_rpn_loc": 0.0823630791855976, "loss_sem_seg": 0.3933664367068559, "lr": 0.02, "mask_rcnn/accuracy": 0.85982166715178, "mask_rcnn/false_negative": 0.11578868916843676, "mask_rcnn/false_positive": 0.1615480406138232, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5759156394997262, "total_loss": 1.3274008602893446} {"data_time": 0.01262070849952579, "eta_seconds": 131780.4906166685, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.4335497835497836, "fast_rcnn/fg_cls_accuracy": 0.4959856035437431, "iteration": 36499, "loss_box_reg": 0.25268322229385376, "loss_cls": 0.24812678154557943, "loss_mask": 0.2798419687896967, "loss_rpn_cls": 0.05142902967054397, "loss_rpn_loc": 0.08150332741206512, "loss_sem_seg": 0.38747135759331286, "lr": 0.02, "mask_rcnn/accuracy": 0.8890594630709427, "mask_rcnn/false_negative": 0.08853139299043117, "mask_rcnn/false_positive": 0.13947134640029796, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 234.75, "rpn/num_pos_anchors": 21.25, "time": 0.561666466499446, "total_loss": 1.2780708876089193} {"data_time": 0.013427259500531363, "eta_seconds": 131816.04911845623, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.38997695852534564, "fast_rcnn/fg_cls_accuracy": 0.5700487621905477, "iteration": 36519, "loss_box_reg": 0.2655202173627913, "loss_cls": 0.23331944493111223, "loss_mask": 0.2891237116418779, "loss_rpn_cls": 0.055349595088046044, "loss_rpn_loc": 0.08831757993903011, "loss_sem_seg": 0.4197473647072911, "lr": 0.02, "mask_rcnn/accuracy": 0.8801795416682443, "mask_rcnn/false_negative": 0.09716739123458909, "mask_rcnn/false_positive": 0.1334223404642939, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.5647152930014272, "total_loss": 1.3304195881064516} {"data_time": 0.013140577499143546, "eta_seconds": 131757.91589696854, "fast_rcnn/cls_accuracy": 0.91015625, "fast_rcnn/false_negative": 0.5004707097087674, "fast_rcnn/fg_cls_accuracy": 0.4666935267257588, "iteration": 36539, "loss_box_reg": 0.2664871304295957, "loss_cls": 0.2528345878235996, "loss_mask": 0.29242788162082434, "loss_rpn_cls": 0.05597246278193779, "loss_rpn_loc": 0.09607324210810475, "loss_sem_seg": 0.3348849753383547, "lr": 0.02, "mask_rcnn/accuracy": 0.8493075042517007, "mask_rcnn/false_negative": 0.12312302425729452, "mask_rcnn/false_positive": 0.14747735243580185, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 206.75, "rpn/num_pos_anchors": 49.25, "time": 0.5499874169981922, "total_loss": 1.3400646304362454} {"data_time": 0.013232863499069936, "eta_seconds": 131707.79621005288, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.4611210228962236, "fast_rcnn/fg_cls_accuracy": 0.5185510541546093, "iteration": 36559, "loss_box_reg": 0.27520442998502403, "loss_cls": 0.26180542819201946, "loss_mask": 0.265057479031384, "loss_rpn_cls": 0.059189830732066184, "loss_rpn_loc": 0.08507701629423536, "loss_sem_seg": 0.37467351695522666, "lr": 0.02, "mask_rcnn/accuracy": 0.8839580062794348, "mask_rcnn/false_negative": 0.09513246489361002, "mask_rcnn/false_positive": 0.1687049650901295, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.5545058700008667, "total_loss": 1.3301766976364888} {"data_time": 0.012492705500335433, "eta_seconds": 131442.79755556042, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3810483870967742, "fast_rcnn/fg_cls_accuracy": 0.5611031175059952, "iteration": 36579, "loss_box_reg": 0.245040412992239, "loss_cls": 0.22836790478322655, "loss_mask": 0.278707530349493, "loss_rpn_cls": 0.05670455633662641, "loss_rpn_loc": 0.09557577432133257, "loss_sem_seg": 0.35030558868311346, "lr": 0.02, "mask_rcnn/accuracy": 0.9000219750821677, "mask_rcnn/false_negative": 0.08355296454662231, "mask_rcnn/false_positive": 0.14096586640329964, "roi_head/num_bg_samples": 459.25, "roi_head/num_fg_samples": 52.75, "rpn/num_neg_anchors": 238.0, "rpn/num_pos_anchors": 18.0, "time": 0.554264789001536, "total_loss": 1.268552691792138} {"data_time": 0.01272949700251047, "eta_seconds": 131370.74947261554, "fast_rcnn/cls_accuracy": 0.91162109375, "fast_rcnn/false_negative": 0.44955192078711537, "fast_rcnn/fg_cls_accuracy": 0.5154320987654322, "iteration": 36599, "loss_box_reg": 0.2605342853348702, "loss_cls": 0.26269589085131884, "loss_mask": 0.2798577779904008, "loss_rpn_cls": 0.054489531205035746, "loss_rpn_loc": 0.08769381768070161, "loss_sem_seg": 0.4257407709956169, "lr": 0.02, "mask_rcnn/accuracy": 0.8845592058697529, "mask_rcnn/false_negative": 0.10355261337785901, "mask_rcnn/false_positive": 0.1414296904494512, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5611596935013949, "total_loss": 1.3552978329826146} {"data_time": 0.013260140000056708, "eta_seconds": 131276.6711878662, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.3781948468543046, "fast_rcnn/fg_cls_accuracy": 0.5847537878787878, "iteration": 36619, "loss_box_reg": 0.24727107910439372, "loss_cls": 0.2398049202747643, "loss_mask": 0.2758249589242041, "loss_rpn_cls": 0.05286947570857592, "loss_rpn_loc": 0.07803993945708498, "loss_sem_seg": 0.3987194010987878, "lr": 0.02, "mask_rcnn/accuracy": 0.8822494818239797, "mask_rcnn/false_negative": 0.08373729776676124, "mask_rcnn/false_positive": 0.14556979619405905, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 0.5531100629996217, "total_loss": 1.3422088411753066} {"data_time": 0.013118392000251333, "eta_seconds": 131348.2353018155, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3762068965517241, "fast_rcnn/fg_cls_accuracy": 0.613448275862069, "iteration": 36639, "loss_box_reg": 0.2338218055665493, "loss_cls": 0.2328583663329482, "loss_mask": 0.2800384657457471, "loss_rpn_cls": 0.04980516724754125, "loss_rpn_loc": 0.08075305039528757, "loss_sem_seg": 0.3822983270511031, "lr": 0.02, "mask_rcnn/accuracy": 0.8805869412158803, "mask_rcnn/false_negative": 0.10151727525536505, "mask_rcnn/false_positive": 0.13491183897558928, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.575389173000076, "total_loss": 1.2475826540612616} {"data_time": 0.01236819249970722, "eta_seconds": 131532.7660156997, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.38334185163551404, "fast_rcnn/fg_cls_accuracy": 0.594392523364486, "iteration": 36659, "loss_box_reg": 0.25296013336628675, "loss_cls": 0.2738647386431694, "loss_mask": 0.274995899759233, "loss_rpn_cls": 0.05990944188670255, "loss_rpn_loc": 0.076769171631895, "loss_sem_seg": 0.4074530662037432, "lr": 0.02, "mask_rcnn/accuracy": 0.8966532163859994, "mask_rcnn/false_negative": 0.10407526688422956, "mask_rcnn/false_positive": 0.12136233098626997, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.5744490750003024, "total_loss": 1.412452288903296} {"data_time": 0.012854669997977908, "eta_seconds": 131521.49214903967, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.369140625, "fast_rcnn/fg_cls_accuracy": 0.5543345543345544, "iteration": 36679, "loss_box_reg": 0.2532728835940361, "loss_cls": 0.2592763020657003, "loss_mask": 0.2785457754507661, "loss_rpn_cls": 0.04798836912959814, "loss_rpn_loc": 0.06594511853472795, "loss_sem_seg": 0.38435464818030596, "lr": 0.02, "mask_rcnn/accuracy": 0.867273332884502, "mask_rcnn/false_negative": 0.10035014906183568, "mask_rcnn/false_positive": 0.14761633644246275, "roi_head/num_bg_samples": 458.75, "roi_head/num_fg_samples": 53.25, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.5698849889995472, "total_loss": 1.324127823652816} {"data_time": 0.012891692500488716, "eta_seconds": 131510.21828237965, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.39500774624918455, "fast_rcnn/fg_cls_accuracy": 0.549954640947288, "iteration": 36699, "loss_box_reg": 0.25159310828894377, "loss_cls": 0.24475855519995093, "loss_mask": 0.2828519884496927, "loss_rpn_cls": 0.05338304577162489, "loss_rpn_loc": 0.07527376469806768, "loss_sem_seg": 0.3615520428866148, "lr": 0.02, "mask_rcnn/accuracy": 0.8834224754408961, "mask_rcnn/false_negative": 0.10587981182881576, "mask_rcnn/false_positive": 0.14496781102073486, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5692274204993737, "total_loss": 1.3013584268337581} {"data_time": 0.012898107501314371, "eta_seconds": 131391.1914548106, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.3916797488226059, "fast_rcnn/fg_cls_accuracy": 0.5464939024390244, "iteration": 36719, "loss_box_reg": 0.25051843328401446, "loss_cls": 0.2441413647029549, "loss_mask": 0.27605060674250126, "loss_rpn_cls": 0.049469635472632945, "loss_rpn_loc": 0.07005746429786086, "loss_sem_seg": 0.37116257520392537, "lr": 0.02, "mask_rcnn/accuracy": 0.8855607388140847, "mask_rcnn/false_negative": 0.08995683075803267, "mask_rcnn/false_positive": 0.12515519258181473, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 235.0, "rpn/num_pos_anchors": 21.0, "time": 0.5556662540002435, "total_loss": 1.2957306123280432} {"data_time": 0.012670039001022815, "eta_seconds": 131236.20679390998, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.3929455445544554, "fast_rcnn/fg_cls_accuracy": 0.5645490997719946, "iteration": 36739, "loss_box_reg": 0.24245802592486143, "loss_cls": 0.25070980470627546, "loss_mask": 0.2876221165060997, "loss_rpn_cls": 0.05981267085735453, "loss_rpn_loc": 0.074535334832035, "loss_sem_seg": 0.3513665213249624, "lr": 0.02, "mask_rcnn/accuracy": 0.8879779835402184, "mask_rcnn/false_negative": 0.10128221345803698, "mask_rcnn/false_positive": 0.1276227305377558, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5547465354993619, "total_loss": 1.2745910352678038} {"data_time": 0.012524332500106539, "eta_seconds": 131280.6927894153, "fast_rcnn/cls_accuracy": 0.908203125, "fast_rcnn/false_negative": 0.44010043041606883, "fast_rcnn/fg_cls_accuracy": 0.4923963698798136, "iteration": 36759, "loss_box_reg": 0.25961357820779085, "loss_cls": 0.2581410021521151, "loss_mask": 0.28659053053706884, "loss_rpn_cls": 0.06587590486742556, "loss_rpn_loc": 0.08721024816622958, "loss_sem_seg": 0.36340338038280606, "lr": 0.02, "mask_rcnn/accuracy": 0.8752720903702389, "mask_rcnn/false_negative": 0.10531439313643623, "mask_rcnn/false_positive": 0.15656004436315873, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.5648547545024485, "total_loss": 1.3087653216789477} {"data_time": 0.013508683998225024, "eta_seconds": 131372.49979492094, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.43075224607887924, "fast_rcnn/fg_cls_accuracy": 0.5478468899521531, "iteration": 36779, "loss_box_reg": 0.25975808210205287, "loss_cls": 0.26630279794335365, "loss_mask": 0.2792679127305746, "loss_rpn_cls": 0.05644279907573946, "loss_rpn_loc": 0.07613234536256641, "loss_sem_seg": 0.38183258567005396, "lr": 0.02, "mask_rcnn/accuracy": 0.8815069134976617, "mask_rcnn/false_negative": 0.10375129754666598, "mask_rcnn/false_positive": 0.13099487822641484, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 234.75, "rpn/num_pos_anchors": 21.25, "time": 0.5645790109992959, "total_loss": 1.3536413533147424} {"data_time": 0.012458706500183325, "eta_seconds": 131361.23387120097, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.44309927360774815, "fast_rcnn/fg_cls_accuracy": 0.5040911747516073, "iteration": 36799, "loss_box_reg": 0.2278807619586587, "loss_cls": 0.2409238419495523, "loss_mask": 0.27804688457399607, "loss_rpn_cls": 0.05690011597471312, "loss_rpn_loc": 0.0832956146041397, "loss_sem_seg": 0.40272157080471516, "lr": 0.02, "mask_rcnn/accuracy": 0.8974464362015993, "mask_rcnn/false_negative": 0.08308221682636807, "mask_rcnn/false_positive": 0.12508406006569733, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.559553725999649, "total_loss": 1.3010882569506066} {"data_time": 0.012390406000122312, "eta_seconds": 131391.92851905164, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.3953125, "fast_rcnn/fg_cls_accuracy": 0.5365040365040366, "iteration": 36819, "loss_box_reg": 0.2593957814387977, "loss_cls": 0.24861444858834147, "loss_mask": 0.2837935322895646, "loss_rpn_cls": 0.05766141816275194, "loss_rpn_loc": 0.09545024315593764, "loss_sem_seg": 0.3782088323496282, "lr": 0.02, "mask_rcnn/accuracy": 0.892720194031065, "mask_rcnn/false_negative": 0.08520066914495619, "mask_rcnn/false_positive": 0.1358461799372118, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.5690688284994394, "total_loss": 1.30381017253967} {"data_time": 0.012442620998626808, "eta_seconds": 131334.81686207178, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.42880434782608695, "fast_rcnn/fg_cls_accuracy": 0.5565533980582524, "iteration": 36839, "loss_box_reg": 0.24585102312266827, "loss_cls": 0.24910854641348124, "loss_mask": 0.2722491263411939, "loss_rpn_cls": 0.05412765985238366, "loss_rpn_loc": 0.07922266703099012, "loss_sem_seg": 0.4017589595168829, "lr": 0.02, "mask_rcnn/accuracy": 0.8741037263119533, "mask_rcnn/false_negative": 0.10598371102813331, "mask_rcnn/false_positive": 0.137580283822209, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5604916565007443, "total_loss": 1.2639175801887177} {"data_time": 0.012532926999483607, "eta_seconds": 131309.29819644193, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.35119562085854217, "fast_rcnn/fg_cls_accuracy": 0.5899937460913071, "iteration": 36859, "loss_box_reg": 0.2276103792246431, "loss_cls": 0.22543787909671664, "loss_mask": 0.2703241715207696, "loss_rpn_cls": 0.054370666010072455, "loss_rpn_loc": 0.0652504175377544, "loss_sem_seg": 0.4006957574747503, "lr": 0.02, "mask_rcnn/accuracy": 0.8745621016607351, "mask_rcnn/false_negative": 0.08967886502432687, "mask_rcnn/false_positive": 0.15465316087832398, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5572729559971776, "total_loss": 1.2569247618375812} {"data_time": 0.012564742499307613, "eta_seconds": 131141.9932386806, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.3895297249334516, "fast_rcnn/fg_cls_accuracy": 0.5643478260869565, "iteration": 36879, "loss_box_reg": 0.2291473955847323, "loss_cls": 0.22531923977658153, "loss_mask": 0.27877970039844513, "loss_rpn_cls": 0.057532933191396296, "loss_rpn_loc": 0.07123472867533565, "loss_sem_seg": 0.3992568552494049, "lr": 0.02, "mask_rcnn/accuracy": 0.8727167069417961, "mask_rcnn/false_negative": 0.09296697360248227, "mask_rcnn/false_positive": 0.15727011407931052, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.5544632000001002, "total_loss": 1.2505997649859637} {"data_time": 0.012925287501275307, "eta_seconds": 131130.74225801058, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.4156877605153467, "fast_rcnn/fg_cls_accuracy": 0.5429086711874189, "iteration": 36899, "loss_box_reg": 0.24556512665003538, "loss_cls": 0.22996436594985425, "loss_mask": 0.2817400130443275, "loss_rpn_cls": 0.04842912987805903, "loss_rpn_loc": 0.07010584452655166, "loss_sem_seg": 0.36893017403781414, "lr": 0.02, "mask_rcnn/accuracy": 0.8897701568312054, "mask_rcnn/false_negative": 0.09860368582731716, "mask_rcnn/false_positive": 0.12923538913571314, "roi_head/num_bg_samples": 465.5, "roi_head/num_fg_samples": 46.5, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.5727969015006238, "total_loss": 1.2908831198583357} {"data_time": 0.012695634501142194, "eta_seconds": 131180.36236179725, "fast_rcnn/cls_accuracy": 0.912109375, "fast_rcnn/false_negative": 0.43305144467935164, "fast_rcnn/fg_cls_accuracy": 0.5534060506277012, "iteration": 36919, "loss_box_reg": 0.2485327711328864, "loss_cls": 0.2431602485012263, "loss_mask": 0.2678862935863435, "loss_rpn_cls": 0.05226481513818726, "loss_rpn_loc": 0.08812448580283672, "loss_sem_seg": 0.36962357140146196, "lr": 0.02, "mask_rcnn/accuracy": 0.8814876300392931, "mask_rcnn/false_negative": 0.10089362365740151, "mask_rcnn/false_positive": 0.14296362946117155, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.5526911644992651, "total_loss": 1.3221070623840205} {"data_time": 0.012753240001984523, "eta_seconds": 131169.10615795723, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.33214553638409605, "fast_rcnn/fg_cls_accuracy": 0.6051906017741548, "iteration": 36939, "loss_box_reg": 0.24741103081032634, "loss_cls": 0.2372740979772061, "loss_mask": 0.2827044865116477, "loss_rpn_cls": 0.04965545068262145, "loss_rpn_loc": 0.07235427992418408, "loss_sem_seg": 0.3927257265895605, "lr": 0.02, "mask_rcnn/accuracy": 0.8771997385110156, "mask_rcnn/false_negative": 0.09586523381064155, "mask_rcnn/false_positive": 0.11966995218093265, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5754998455013265, "total_loss": 1.2901377321250038} {"data_time": 0.013404974499280797, "eta_seconds": 131252.97635764207, "fast_rcnn/cls_accuracy": 0.90673828125, "fast_rcnn/false_negative": 0.45143474842767295, "fast_rcnn/fg_cls_accuracy": 0.4855654761904762, "iteration": 36959, "loss_box_reg": 0.2578202309086919, "loss_cls": 0.24383017071522772, "loss_mask": 0.2807795964181423, "loss_rpn_cls": 0.06149616380571388, "loss_rpn_loc": 0.09684839507099241, "loss_sem_seg": 0.38091690745204687, "lr": 0.02, "mask_rcnn/accuracy": 0.8852280921808623, "mask_rcnn/false_negative": 0.10268897048894321, "mask_rcnn/false_positive": 0.13041153269068384, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.5738592070010782, "total_loss": 1.3085706823621877} {"data_time": 0.014082394500292139, "eta_seconds": 131210.24972758282, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.376242983159583, "fast_rcnn/fg_cls_accuracy": 0.5825375773651635, "iteration": 36979, "loss_box_reg": 0.2600899141980335, "loss_cls": 0.2396615999750793, "loss_mask": 0.28578057512640953, "loss_rpn_cls": 0.05699082696810365, "loss_rpn_loc": 0.08315683680120856, "loss_sem_seg": 0.3857595697045326, "lr": 0.02, "mask_rcnn/accuracy": 0.8742647728734352, "mask_rcnn/false_negative": 0.120674675259648, "mask_rcnn/false_positive": 0.1287207459846333, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5660060515001533, "total_loss": 1.3235658332705498} {"data_time": 0.012082866998753161, "eta_seconds": 131213.09988195216, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.38748531139835485, "fast_rcnn/fg_cls_accuracy": 0.6031483611270845, "iteration": 36999, "loss_box_reg": 0.2463622041977942, "loss_cls": 0.2400037469342351, "loss_mask": 0.26594465831294656, "loss_rpn_cls": 0.049838474951684475, "loss_rpn_loc": 0.0772975955333095, "loss_sem_seg": 0.3712252867408097, "lr": 0.02, "mask_rcnn/accuracy": 0.8600412899251639, "mask_rcnn/false_negative": 0.11930078248299983, "mask_rcnn/false_positive": 0.15307288071757055, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5599332514993876, "total_loss": 1.287529677254497} {"data_time": 0.01272431500001403, "eta_seconds": 131376.42900395178, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.3769990004997501, "fast_rcnn/fg_cls_accuracy": 0.5412466843501327, "iteration": 37019, "loss_box_reg": 0.2636823086068034, "loss_cls": 0.24790643155574799, "loss_mask": 0.282058528624475, "loss_rpn_cls": 0.05003847720217891, "loss_rpn_loc": 0.07579051025095396, "loss_sem_seg": 0.35765554243698716, "lr": 0.02, "mask_rcnn/accuracy": 0.8846838615253794, "mask_rcnn/false_negative": 0.10235780844401603, "mask_rcnn/false_positive": 0.14338642025645335, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5697773695010255, "total_loss": 1.2544100211234763} {"data_time": 0.012390935500661726, "eta_seconds": 131377.85706399215, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.34905348888399734, "fast_rcnn/fg_cls_accuracy": 0.537392975712039, "iteration": 37039, "loss_box_reg": 0.25514146219938993, "loss_cls": 0.24346360238268971, "loss_mask": 0.27866009064018726, "loss_rpn_cls": 0.049130289175082, "loss_rpn_loc": 0.08566065979539417, "loss_sem_seg": 0.3723790096119046, "lr": 0.02, "mask_rcnn/accuracy": 0.8553818915625953, "mask_rcnn/false_negative": 0.11594814605841577, "mask_rcnn/false_positive": 0.17213747530210688, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.5772553509996214, "total_loss": 1.27227297850186} {"data_time": 0.012322656499236473, "eta_seconds": 131378.43363895454, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.4139230962553405, "fast_rcnn/fg_cls_accuracy": 0.55452528837622, "iteration": 37059, "loss_box_reg": 0.2404501885175705, "loss_cls": 0.24668468511663377, "loss_mask": 0.2685903534293175, "loss_rpn_cls": 0.0461982497072313, "loss_rpn_loc": 0.06910862552467734, "loss_sem_seg": 0.37767509324476123, "lr": 0.02, "mask_rcnn/accuracy": 0.8858074714848345, "mask_rcnn/false_negative": 0.07889349571815293, "mask_rcnn/false_positive": 0.15945995462384482, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5686911020002299, "total_loss": 1.2795357724971836} {"data_time": 0.01304088999859232, "eta_seconds": 131355.29914965216, "fast_rcnn/cls_accuracy": 0.9013671875, "fast_rcnn/false_negative": 0.4536878216123499, "fast_rcnn/fg_cls_accuracy": 0.5185918927156354, "iteration": 37079, "loss_box_reg": 0.24786303378641605, "loss_cls": 0.25859447685070336, "loss_mask": 0.27896237932145596, "loss_rpn_cls": 0.04186608863528818, "loss_rpn_loc": 0.07595929221133702, "loss_sem_seg": 0.35176320699974895, "lr": 0.02, "mask_rcnn/accuracy": 0.8661905671359453, "mask_rcnn/false_negative": 0.10496895059144362, "mask_rcnn/false_positive": 0.1743888709150615, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 200.25, "rpn/num_pos_anchors": 55.75, "time": 0.5655698624977958, "total_loss": 1.2602287836998585} {"data_time": 0.01345388400113734, "eta_seconds": 131239.79303548034, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.39128091312618896, "fast_rcnn/fg_cls_accuracy": 0.5628654970760234, "iteration": 37099, "loss_box_reg": 0.24953107396140695, "loss_cls": 0.22822471568360925, "loss_mask": 0.2700799312442541, "loss_rpn_cls": 0.05932081333594397, "loss_rpn_loc": 0.09344862238503993, "loss_sem_seg": 0.32740991935133934, "lr": 0.02, "mask_rcnn/accuracy": 0.8836137709940135, "mask_rcnn/false_negative": 0.10607578740166354, "mask_rcnn/false_positive": 0.15179738015175606, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5557225904994993, "total_loss": 1.254354426979262} {"data_time": 0.013133812501109787, "eta_seconds": 131320.03967220202, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.3150884642604388, "fast_rcnn/fg_cls_accuracy": 0.6162631826138936, "iteration": 37119, "loss_box_reg": 0.25610597152262926, "loss_cls": 0.24748065788298845, "loss_mask": 0.279674950055778, "loss_rpn_cls": 0.05443840185762383, "loss_rpn_loc": 0.0830459424178116, "loss_sem_seg": 0.35288844909518957, "lr": 0.02, "mask_rcnn/accuracy": 0.8845259487442776, "mask_rcnn/false_negative": 0.11755178062656171, "mask_rcnn/false_positive": 0.11572064153527609, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5817857019974326, "total_loss": 1.3191264345659874} {"data_time": 0.012091138998584938, "eta_seconds": 131312.3152648307, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.40050775627698704, "fast_rcnn/fg_cls_accuracy": 0.5460304054054055, "iteration": 37139, "loss_box_reg": 0.2489659464918077, "loss_cls": 0.23265764536336064, "loss_mask": 0.27832984924316406, "loss_rpn_cls": 0.05076118404394947, "loss_rpn_loc": 0.09287328558275476, "loss_sem_seg": 0.3753010630607605, "lr": 0.02, "mask_rcnn/accuracy": 0.8779186415690536, "mask_rcnn/false_negative": 0.09603470999765909, "mask_rcnn/false_positive": 0.13299573066523895, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5660343255003681, "total_loss": 1.282318189900252} {"data_time": 0.012280992999876617, "eta_seconds": 131106.03473544033, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.3270042194092827, "fast_rcnn/fg_cls_accuracy": 0.5904478045943589, "iteration": 37159, "loss_box_reg": 0.2263385858386755, "loss_cls": 0.20403358060866594, "loss_mask": 0.25536338333040476, "loss_rpn_cls": 0.04312634628149681, "loss_rpn_loc": 0.07011208747280762, "loss_sem_seg": 0.3457813048735261, "lr": 0.02, "mask_rcnn/accuracy": 0.8841953589046612, "mask_rcnn/false_negative": 0.09914265329226807, "mask_rcnn/false_positive": 0.14908063507979608, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5507431420010107, "total_loss": 1.1443223813257646} {"data_time": 0.01285648250268423, "eta_seconds": 130948.350324422, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.36357048748353094, "fast_rcnn/fg_cls_accuracy": 0.6152173913043478, "iteration": 37179, "loss_box_reg": 0.252550735604018, "loss_cls": 0.2392001934349537, "loss_mask": 0.27539550606161356, "loss_rpn_cls": 0.049808302050223574, "loss_rpn_loc": 0.08226705808192492, "loss_sem_seg": 0.34937013732269406, "lr": 0.02, "mask_rcnn/accuracy": 0.8937425595238095, "mask_rcnn/false_negative": 0.1010609069382187, "mask_rcnn/false_positive": 0.11536139402584186, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5649476825001329, "total_loss": 1.2728018521156628} {"data_time": 0.012544133001938462, "eta_seconds": 131091.4746170409, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.3823941687692739, "fast_rcnn/fg_cls_accuracy": 0.5279765777488614, "iteration": 37199, "loss_box_reg": 0.263013556599617, "loss_cls": 0.251390113029629, "loss_mask": 0.27826933935284615, "loss_rpn_cls": 0.052971168188378215, "loss_rpn_loc": 0.07625076320255175, "loss_sem_seg": 0.3154559684917331, "lr": 0.02, "mask_rcnn/accuracy": 0.8894030559664607, "mask_rcnn/false_negative": 0.09276178960845688, "mask_rcnn/false_positive": 0.13026928195137485, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5727040145011415, "total_loss": 1.3047322921047453} {"data_time": 0.013224605501818587, "eta_seconds": 131089.2082163626, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.41346888854915154, "fast_rcnn/fg_cls_accuracy": 0.5205260570304818, "iteration": 37219, "loss_box_reg": 0.24257784523069859, "loss_cls": 0.2358389892615378, "loss_mask": 0.2735269879922271, "loss_rpn_cls": 0.04777359566651285, "loss_rpn_loc": 0.08201836975786136, "loss_sem_seg": 0.3577160844579339, "lr": 0.02, "mask_rcnn/accuracy": 0.8847229030111343, "mask_rcnn/false_negative": 0.09108552689972779, "mask_rcnn/false_positive": 0.1327863633987657, "roi_head/num_bg_samples": 456.5, "roi_head/num_fg_samples": 55.5, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5591743085005874, "total_loss": 1.2358462684496772} {"data_time": 0.012716233000901411, "eta_seconds": 131077.94533767266, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.3683362261343913, "fast_rcnn/fg_cls_accuracy": 0.5431528141361257, "iteration": 37239, "loss_box_reg": 0.23984363721683621, "loss_cls": 0.24575677886605263, "loss_mask": 0.27806542441248894, "loss_rpn_cls": 0.04705956665566191, "loss_rpn_loc": 0.07648892264114693, "loss_sem_seg": 0.36907554138451815, "lr": 0.02, "mask_rcnn/accuracy": 0.8860072816957201, "mask_rcnn/false_negative": 0.10581235247518855, "mask_rcnn/false_positive": 0.13939644947162394, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.567148989000998, "total_loss": 1.3117459294153377} {"data_time": 0.012937989500642288, "eta_seconds": 131241.0946077523, "fast_rcnn/cls_accuracy": 0.9130859375, "fast_rcnn/false_negative": 0.41654761904761906, "fast_rcnn/fg_cls_accuracy": 0.5205360250609119, "iteration": 37259, "loss_box_reg": 0.26770819118246436, "loss_cls": 0.25622864346951246, "loss_mask": 0.2874331586062908, "loss_rpn_cls": 0.05510740610770881, "loss_rpn_loc": 0.07847579166991636, "loss_sem_seg": 0.38755677500739694, "lr": 0.02, "mask_rcnn/accuracy": 0.8679997292506596, "mask_rcnn/false_negative": 0.10638436854852217, "mask_rcnn/false_positive": 0.15549401315283895, "roi_head/num_bg_samples": 427.75, "roi_head/num_fg_samples": 84.25, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.5687017759992159, "total_loss": 1.3014853104541544} {"data_time": 0.012247727499925531, "eta_seconds": 131138.3629740105, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.3434094640991193, "fast_rcnn/fg_cls_accuracy": 0.6009404388714734, "iteration": 37279, "loss_box_reg": 0.24238200299441814, "loss_cls": 0.2424800037406385, "loss_mask": 0.2751423390582204, "loss_rpn_cls": 0.047109278792049736, "loss_rpn_loc": 0.07453262503258884, "loss_sem_seg": 0.33535125898197293, "lr": 0.02, "mask_rcnn/accuracy": 0.8884762612602544, "mask_rcnn/false_negative": 0.09537597875901851, "mask_rcnn/false_positive": 0.14002162571783483, "roi_head/num_bg_samples": 433.0, "roi_head/num_fg_samples": 79.0, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.5549563489985303, "total_loss": 1.2391539327218197} {"data_time": 0.0134154445004242, "eta_seconds": 131061.48210572245, "fast_rcnn/cls_accuracy": 0.9130859375, "fast_rcnn/false_negative": 0.4337171356443569, "fast_rcnn/fg_cls_accuracy": 0.5592381068108634, "iteration": 37299, "loss_box_reg": 0.24362189369276166, "loss_cls": 0.22793816635385156, "loss_mask": 0.2817142913118005, "loss_rpn_cls": 0.05038075789343566, "loss_rpn_loc": 0.08229979063617066, "loss_sem_seg": 0.4223075704649091, "lr": 0.02, "mask_rcnn/accuracy": 0.8800499791753436, "mask_rcnn/false_negative": 0.08348888547749753, "mask_rcnn/false_positive": 0.13663571466572208, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5684993955019308, "total_loss": 1.3144346887711436} {"data_time": 0.011336074499922688, "eta_seconds": 131050.21773796246, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.351767098906687, "fast_rcnn/fg_cls_accuracy": 0.6098398169336384, "iteration": 37319, "loss_box_reg": 0.23615160677582026, "loss_cls": 0.24220976140350103, "loss_mask": 0.27257831674069166, "loss_rpn_cls": 0.04918273142538965, "loss_rpn_loc": 0.07160531547560822, "loss_sem_seg": 0.35681185498833656, "lr": 0.02, "mask_rcnn/accuracy": 0.8866969235860214, "mask_rcnn/false_negative": 0.09794586778304135, "mask_rcnn/false_positive": 0.1463522730986408, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5785334914999112, "total_loss": 1.2530752338643651} {"data_time": 0.0134130294991337, "eta_seconds": 131220.51398797464, "fast_rcnn/cls_accuracy": 0.9140625, "fast_rcnn/false_negative": 0.4157268170426065, "fast_rcnn/fg_cls_accuracy": 0.5123576187405975, "iteration": 37339, "loss_box_reg": 0.22933029592968524, "loss_cls": 0.21849861310329288, "loss_mask": 0.27445323672145605, "loss_rpn_cls": 0.048396776561276056, "loss_rpn_loc": 0.07310025719925761, "loss_sem_seg": 0.38944754563272, "lr": 0.02, "mask_rcnn/accuracy": 0.874705940568977, "mask_rcnn/false_negative": 0.08965445306264641, "mask_rcnn/false_positive": 0.11945736715408256, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5666031054970517, "total_loss": 1.2464638384553837} {"data_time": 0.013033860002906295, "eta_seconds": 131209.23401290464, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.4181451612903226, "fast_rcnn/fg_cls_accuracy": 0.5225392886683209, "iteration": 37359, "loss_box_reg": 0.25471044797450304, "loss_cls": 0.2442018436267972, "loss_mask": 0.2670360216870904, "loss_rpn_cls": 0.048698746075388044, "loss_rpn_loc": 0.08215724967885762, "loss_sem_seg": 0.39754462940618396, "lr": 0.02, "mask_rcnn/accuracy": 0.8801755117069882, "mask_rcnn/false_negative": 0.1030161209765933, "mask_rcnn/false_positive": 0.1330805570462535, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5629918829981762, "total_loss": 1.3272867285559187} {"data_time": 0.012165990001449245, "eta_seconds": 131156.04782965596, "fast_rcnn/cls_accuracy": 0.90966796875, "fast_rcnn/false_negative": 0.39207683073229294, "fast_rcnn/fg_cls_accuracy": 0.4592714196372733, "iteration": 37379, "loss_box_reg": 0.25816273130476475, "loss_cls": 0.2564590135589242, "loss_mask": 0.2771392837166786, "loss_rpn_cls": 0.06266002188203856, "loss_rpn_loc": 0.09467099816538393, "loss_sem_seg": 0.34497196320444345, "lr": 0.02, "mask_rcnn/accuracy": 0.8729587027118539, "mask_rcnn/false_negative": 0.10814800585832053, "mask_rcnn/false_positive": 0.16892365452298355, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 194.75, "rpn/num_pos_anchors": 61.25, "time": 0.5573250309989817, "total_loss": 1.2770558889606036} {"data_time": 0.012259565501153702, "eta_seconds": 131165.69903468114, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.4367548999797939, "fast_rcnn/fg_cls_accuracy": 0.512981298129813, "iteration": 37399, "loss_box_reg": 0.2303699697367847, "loss_cls": 0.21555061842082068, "loss_mask": 0.27631617430597544, "loss_rpn_cls": 0.05083157430635765, "loss_rpn_loc": 0.08696162584237754, "loss_sem_seg": 0.3553541274741292, "lr": 0.02, "mask_rcnn/accuracy": 0.8644271476032274, "mask_rcnn/false_negative": 0.09683876560793259, "mask_rcnn/false_positive": 0.17809634410748354, "roi_head/num_bg_samples": 459.75, "roi_head/num_fg_samples": 52.25, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5713778839981387, "total_loss": 1.2474534202046925} {"data_time": 0.01201082750230853, "eta_seconds": 131175.39408769467, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.3898432790837854, "fast_rcnn/fg_cls_accuracy": 0.540776094625441, "iteration": 37419, "loss_box_reg": 0.25870134634897113, "loss_cls": 0.25103583885356784, "loss_mask": 0.2850183565169573, "loss_rpn_cls": 0.05836668866686523, "loss_rpn_loc": 0.07730417983839288, "loss_sem_seg": 0.32701974362134933, "lr": 0.02, "mask_rcnn/accuracy": 0.8796761746796948, "mask_rcnn/false_negative": 0.09669459608963107, "mask_rcnn/false_positive": 0.14649902204166024, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5720021904999157, "total_loss": 1.3115847067092545} {"data_time": 0.013566252000600798, "eta_seconds": 131164.11411262467, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.46988372093023256, "fast_rcnn/fg_cls_accuracy": 0.5226777033241361, "iteration": 37439, "loss_box_reg": 0.24785692477598786, "loss_cls": 0.24927062634378672, "loss_mask": 0.27620997838675976, "loss_rpn_cls": 0.05304088781122118, "loss_rpn_loc": 0.07960603130050004, "loss_sem_seg": 0.39136131131090224, "lr": 0.02, "mask_rcnn/accuracy": 0.8761209483793517, "mask_rcnn/false_negative": 0.08689622965984367, "mask_rcnn/false_positive": 0.1466428421054224, "roi_head/num_bg_samples": 463.75, "roi_head/num_fg_samples": 48.25, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5651468564992683, "total_loss": 1.2952306392835453} {"data_time": 0.012565026499942178, "eta_seconds": 131321.1137110207, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.4188767992746232, "fast_rcnn/fg_cls_accuracy": 0.5420083344535556, "iteration": 37459, "loss_box_reg": 0.256512223277241, "loss_cls": 0.2356216162443161, "loss_mask": 0.2798647079616785, "loss_rpn_cls": 0.054248773958534, "loss_rpn_loc": 0.08714843902271241, "loss_sem_seg": 0.33852167520672083, "lr": 0.02, "mask_rcnn/accuracy": 0.8737949527637141, "mask_rcnn/false_negative": 0.10761287778148565, "mask_rcnn/false_positive": 0.12604726711233044, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5693787484997301, "total_loss": 1.2664256429998204} {"data_time": 0.01388643750033225, "eta_seconds": 131234.58988418293, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.3484195402298851, "fast_rcnn/fg_cls_accuracy": 0.6222014925373134, "iteration": 37479, "loss_box_reg": 0.25318228697869927, "loss_cls": 0.24017673917114735, "loss_mask": 0.2751169130206108, "loss_rpn_cls": 0.0456960417504888, "loss_rpn_loc": 0.0753689787525218, "loss_sem_seg": 0.37562974262982607, "lr": 0.02, "mask_rcnn/accuracy": 0.8946096625125459, "mask_rcnn/false_negative": 0.08854970037894028, "mask_rcnn/false_positive": 0.1320182454139717, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5654103874985594, "total_loss": 1.2552335685904836} {"data_time": 0.012204580998513848, "eta_seconds": 131298.52481466075, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.3283702864541188, "fast_rcnn/fg_cls_accuracy": 0.6129420845808383, "iteration": 37499, "loss_box_reg": 0.2560836491174996, "loss_cls": 0.2540053529664874, "loss_mask": 0.27851864136755466, "loss_rpn_cls": 0.05222704711195547, "loss_rpn_loc": 0.08718831905571278, "loss_sem_seg": 0.3967960234731436, "lr": 0.02, "mask_rcnn/accuracy": 0.8679475468572846, "mask_rcnn/false_negative": 0.11633416916405716, "mask_rcnn/false_positive": 0.13879321929028204, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5715541375011526, "total_loss": 1.3077305260230787} {"data_time": 0.012122508500397089, "eta_seconds": 131329.7729948457, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.4636736950169786, "fast_rcnn/fg_cls_accuracy": 0.5363263049830214, "iteration": 37519, "loss_box_reg": 0.24718944146297872, "loss_cls": 0.23913469351828098, "loss_mask": 0.2821630365215242, "loss_rpn_cls": 0.05329515232006088, "loss_rpn_loc": 0.07200192019809037, "loss_sem_seg": 0.39237686432898045, "lr": 0.02, "mask_rcnn/accuracy": 0.8673784188746521, "mask_rcnn/false_negative": 0.10811445609377032, "mask_rcnn/false_positive": 0.17755793195752528, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5736938964982983, "total_loss": 1.2894163859600667} {"data_time": 0.01382759850093862, "eta_seconds": 131304.86150569224, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.35883211678832116, "fast_rcnn/fg_cls_accuracy": 0.611808596918086, "iteration": 37539, "loss_box_reg": 0.23583107721060514, "loss_cls": 0.24389249924570322, "loss_mask": 0.28234733873978257, "loss_rpn_cls": 0.04731169802835211, "loss_rpn_loc": 0.07220109563786536, "loss_sem_seg": 0.3787336889654398, "lr": 0.02, "mask_rcnn/accuracy": 0.8862689393939394, "mask_rcnn/false_negative": 0.1254271975236938, "mask_rcnn/false_positive": 0.1317384846454444, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.5574795920001634, "total_loss": 1.2680168595325085} {"data_time": 0.012697405500148307, "eta_seconds": 131307.1767787257, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.4483495670995671, "fast_rcnn/fg_cls_accuracy": 0.4995154099631711, "iteration": 37559, "loss_box_reg": 0.2731987349689007, "loss_cls": 0.24999997671693563, "loss_mask": 0.2802651533856988, "loss_rpn_cls": 0.05366451939335093, "loss_rpn_loc": 0.08910987409763038, "loss_sem_seg": 0.36694876523688436, "lr": 0.02, "mask_rcnn/accuracy": 0.8690737903416126, "mask_rcnn/false_negative": 0.10883319436514384, "mask_rcnn/false_positive": 0.14486370950803962, "roi_head/num_bg_samples": 457.75, "roi_head/num_fg_samples": 54.25, "rpn/num_neg_anchors": 234.75, "rpn/num_pos_anchors": 21.25, "time": 0.5680138759998954, "total_loss": 1.3013550392934121} {"data_time": 0.012557298001411255, "eta_seconds": 131363.84008163578, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.381704475781729, "fast_rcnn/fg_cls_accuracy": 0.5968485591661558, "iteration": 37579, "loss_box_reg": 0.23183786286972463, "loss_cls": 0.2305047633126378, "loss_mask": 0.2763151447288692, "loss_rpn_cls": 0.053761618270073086, "loss_rpn_loc": 0.08718193916138262, "loss_sem_seg": 0.37168451957404613, "lr": 0.02, "mask_rcnn/accuracy": 0.8823535648025445, "mask_rcnn/false_negative": 0.08421997905337757, "mask_rcnn/false_positive": 0.13135891274999528, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.5699251719979657, "total_loss": 1.2876632069819607} {"data_time": 0.012846944999182597, "eta_seconds": 131412.8661469974, "fast_rcnn/cls_accuracy": 0.91015625, "fast_rcnn/false_negative": 0.6072549412393162, "fast_rcnn/fg_cls_accuracy": 0.34488075657894735, "iteration": 37599, "loss_box_reg": 0.2547866143286228, "loss_cls": 0.25131533155217767, "loss_mask": 0.27585738711059093, "loss_rpn_cls": 0.05052015162073076, "loss_rpn_loc": 0.08198895514942706, "loss_sem_seg": 0.4031577215064317, "lr": 0.02, "mask_rcnn/accuracy": 0.8617523430395916, "mask_rcnn/false_negative": 0.12052104474085432, "mask_rcnn/false_positive": 0.1561039355795572, "roi_head/num_bg_samples": 428.25, "roi_head/num_fg_samples": 83.75, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.5580325270002504, "total_loss": 1.2554011942702346} {"data_time": 0.013212648498665658, "eta_seconds": 131451.91675021505, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.46583481877599525, "fast_rcnn/fg_cls_accuracy": 0.49257575757575756, "iteration": 37619, "loss_box_reg": 0.2654252368956804, "loss_cls": 0.272686917334795, "loss_mask": 0.27497221482917666, "loss_rpn_cls": 0.04703386634355411, "loss_rpn_loc": 0.08952925348421559, "loss_sem_seg": 0.36377438670024276, "lr": 0.02, "mask_rcnn/accuracy": 0.8657443064798898, "mask_rcnn/false_negative": 0.11872138882974036, "mask_rcnn/false_positive": 0.15424007551591706, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5586926659998426, "total_loss": 1.3209856178291375} {"data_time": 0.013195602001360385, "eta_seconds": 131390.2478508374, "fast_rcnn/cls_accuracy": 0.95751953125, "fast_rcnn/false_negative": 0.24486301369863012, "fast_rcnn/fg_cls_accuracy": 0.6462421325435024, "iteration": 37639, "loss_box_reg": 0.24105569534003735, "loss_cls": 0.24127285555005074, "loss_mask": 0.2958737490698695, "loss_rpn_cls": 0.04493391988216899, "loss_rpn_loc": 0.07843458862043917, "loss_sem_seg": 0.3806495841126889, "lr": 0.02, "mask_rcnn/accuracy": 0.9060791685241294, "mask_rcnn/false_negative": 0.08126922650446713, "mask_rcnn/false_positive": 0.10987643027177448, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5543195365007705, "total_loss": 1.2839418613584712} {"data_time": 0.013410948502496467, "eta_seconds": 131208.16922922092, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.41335587489433645, "fast_rcnn/fg_cls_accuracy": 0.5251479289940828, "iteration": 37659, "loss_box_reg": 0.24435351975262165, "loss_cls": 0.250848735217005, "loss_mask": 0.2712123226374388, "loss_rpn_cls": 0.05367897998075932, "loss_rpn_loc": 0.07846576676820405, "loss_sem_seg": 0.39828804275020957, "lr": 0.02, "mask_rcnn/accuracy": 0.8688451571104632, "mask_rcnn/false_negative": 0.1102504707145687, "mask_rcnn/false_positive": 0.13668117100682867, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5552511404985125, "total_loss": 1.3095660405379022} {"data_time": 0.01276395250170026, "eta_seconds": 131168.80134405763, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.403125, "fast_rcnn/fg_cls_accuracy": 0.5230392156862745, "iteration": 37679, "loss_box_reg": 0.2264255746267736, "loss_cls": 0.24411386786960065, "loss_mask": 0.2880381653085351, "loss_rpn_cls": 0.05746519233798608, "loss_rpn_loc": 0.07712967711267993, "loss_sem_seg": 0.4054543673992157, "lr": 0.02, "mask_rcnn/accuracy": 0.8753911835434811, "mask_rcnn/false_negative": 0.1045806784549943, "mask_rcnn/false_positive": 0.13114906341615323, "roi_head/num_bg_samples": 457.75, "roi_head/num_fg_samples": 54.25, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5634914899983414, "total_loss": 1.256038509454811} {"data_time": 0.012471771500713658, "eta_seconds": 131169.8615699784, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.42687995624829095, "fast_rcnn/fg_cls_accuracy": 0.5319447039043528, "iteration": 37699, "loss_box_reg": 0.26042926916852593, "loss_cls": 0.2494021886959672, "loss_mask": 0.27483366010710597, "loss_rpn_cls": 0.0569235690345522, "loss_rpn_loc": 0.08223059342708439, "loss_sem_seg": 0.37392591359093785, "lr": 0.02, "mask_rcnn/accuracy": 0.8844734604368063, "mask_rcnn/false_negative": 0.0868824003441604, "mask_rcnn/false_positive": 0.13407880428121297, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5698334754997632, "total_loss": 1.3097012556681875} {"data_time": 0.012675304500589846, "eta_seconds": 131187.0830575605, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.34285714285714286, "fast_rcnn/fg_cls_accuracy": 0.5826198630136986, "iteration": 37719, "loss_box_reg": 0.2635800549760461, "loss_cls": 0.2572123287245631, "loss_mask": 0.2711211470887065, "loss_rpn_cls": 0.0536216493928805, "loss_rpn_loc": 0.08226082875626162, "loss_sem_seg": 0.34893124690279365, "lr": 0.02, "mask_rcnn/accuracy": 0.8666556115855493, "mask_rcnn/false_negative": 0.10352253254432447, "mask_rcnn/false_positive": 0.15818162499920554, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.5660100099994452, "total_loss": 1.294530379527714} {"data_time": 0.012592003999088774, "eta_seconds": 131254.37383029188, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.34673202614379084, "fast_rcnn/fg_cls_accuracy": 0.6234567901234568, "iteration": 37739, "loss_box_reg": 0.2545298289041966, "loss_cls": 0.24400854436680675, "loss_mask": 0.2673634262755513, "loss_rpn_cls": 0.04451065242756158, "loss_rpn_loc": 0.07418136243359186, "loss_sem_seg": 0.38193723000586033, "lr": 0.02, "mask_rcnn/accuracy": 0.8855690732588144, "mask_rcnn/false_negative": 0.089533468741816, "mask_rcnn/false_positive": 0.11244124111675802, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 237.5, "rpn/num_pos_anchors": 18.5, "time": 0.5652333960006217, "total_loss": 1.2787075112282764} {"data_time": 0.01265256649821822, "eta_seconds": 131290.02054123045, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.3758227507401698, "fast_rcnn/fg_cls_accuracy": 0.5478089007019696, "iteration": 37759, "loss_box_reg": 0.2678289838368073, "loss_cls": 0.2524585211649537, "loss_mask": 0.27401717752218246, "loss_rpn_cls": 0.05203190812608227, "loss_rpn_loc": 0.08511785266455263, "loss_sem_seg": 0.381960719358176, "lr": 0.02, "mask_rcnn/accuracy": 0.8956600183933223, "mask_rcnn/false_negative": 0.0871094901049127, "mask_rcnn/false_positive": 0.10997101783639375, "roi_head/num_bg_samples": 457.5, "roi_head/num_fg_samples": 54.5, "rpn/num_neg_anchors": 234.5, "rpn/num_pos_anchors": 21.5, "time": 0.5712341305006703, "total_loss": 1.3367047408537474} {"data_time": 0.013001459001316107, "eta_seconds": 131344.02738198958, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.38042650418888047, "fast_rcnn/fg_cls_accuracy": 0.5548478414720452, "iteration": 37779, "loss_box_reg": 0.27649152278900146, "loss_cls": 0.25244442094117403, "loss_mask": 0.2794224275276065, "loss_rpn_cls": 0.052620998467318714, "loss_rpn_loc": 0.0824627506226534, "loss_sem_seg": 0.36989534506574273, "lr": 0.02, "mask_rcnn/accuracy": 0.8895866038723181, "mask_rcnn/false_negative": 0.09641312509848922, "mask_rcnn/false_positive": 0.1143963921558189, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5751282295004785, "total_loss": 1.3015769915800774} {"data_time": 0.012728355501167243, "eta_seconds": 131350.09540933504, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.3765123765123765, "fast_rcnn/fg_cls_accuracy": 0.5782532405048961, "iteration": 37799, "loss_box_reg": 0.249506417196244, "loss_cls": 0.2552274609915912, "loss_mask": 0.2735388781875372, "loss_rpn_cls": 0.05503762071020901, "loss_rpn_loc": 0.09123460578848608, "loss_sem_seg": 0.3590618399903178, "lr": 0.02, "mask_rcnn/accuracy": 0.8838454666334248, "mask_rcnn/false_negative": 0.10940701390691165, "mask_rcnn/false_positive": 0.13969037959953606, "roi_head/num_bg_samples": 456.75, "roi_head/num_fg_samples": 55.25, "rpn/num_neg_anchors": 235.25, "rpn/num_pos_anchors": 20.75, "time": 0.5638304179974511, "total_loss": 1.2671048610354774} {"data_time": 0.012879160000011325, "eta_seconds": 131338.78192701505, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.39502294580419584, "fast_rcnn/fg_cls_accuracy": 0.545750033999728, "iteration": 37819, "loss_box_reg": 0.24358902219682932, "loss_cls": 0.2390945074148476, "loss_mask": 0.275674635078758, "loss_rpn_cls": 0.04819542641052976, "loss_rpn_loc": 0.07411947468062863, "loss_sem_seg": 0.36526121525093913, "lr": 0.02, "mask_rcnn/accuracy": 0.880650528743474, "mask_rcnn/false_negative": 0.09000368437234035, "mask_rcnn/false_positive": 0.12187491275951057, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5690914795013668, "total_loss": 1.2604442238807678} {"data_time": 0.014110542500930023, "eta_seconds": 131348.61587443852, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.4567307692307693, "fast_rcnn/fg_cls_accuracy": 0.505994005994006, "iteration": 37839, "loss_box_reg": 0.24935077875852585, "loss_cls": 0.24960389640182257, "loss_mask": 0.2801381293684244, "loss_rpn_cls": 0.05489218272850849, "loss_rpn_loc": 0.09893103333888575, "loss_sem_seg": 0.3484471752308309, "lr": 0.02, "mask_rcnn/accuracy": 0.8565735438353947, "mask_rcnn/false_negative": 0.11394974019794803, "mask_rcnn/false_positive": 0.1551783719027617, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5659896939996543, "total_loss": 1.3002262278459966} {"data_time": 0.011798823501521838, "eta_seconds": 131368.4093209888, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.3400734543970618, "fast_rcnn/fg_cls_accuracy": 0.6202199063852336, "iteration": 37859, "loss_box_reg": 0.24894758453592658, "loss_cls": 0.2497411873191595, "loss_mask": 0.28394308872520924, "loss_rpn_cls": 0.06065448698063847, "loss_rpn_loc": 0.09162341261981055, "loss_sem_seg": 0.4060835582204163, "lr": 0.02, "mask_rcnn/accuracy": 0.8791585232883476, "mask_rcnn/false_negative": 0.11447298436768324, "mask_rcnn/false_positive": 0.11877750721788886, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.570719448998716, "total_loss": 1.3208973431610502} {"data_time": 0.01342876799935766, "eta_seconds": 131390.86041641567, "fast_rcnn/cls_accuracy": 0.90380859375, "fast_rcnn/false_negative": 0.3984510915315113, "fast_rcnn/fg_cls_accuracy": 0.5236404960996689, "iteration": 37879, "loss_box_reg": 0.2409708754858002, "loss_cls": 0.25331526808440685, "loss_mask": 0.269000721629709, "loss_rpn_cls": 0.05180480203125626, "loss_rpn_loc": 0.08733708900399506, "loss_sem_seg": 0.36726779816672206, "lr": 0.02, "mask_rcnn/accuracy": 0.8635541524831805, "mask_rcnn/false_negative": 0.11370394545016976, "mask_rcnn/false_positive": 0.16205314182517766, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.5649155675000657, "total_loss": 1.2862205609271768} {"data_time": 0.012709809499938274, "eta_seconds": 131328.50898364105, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.4269800660910351, "fast_rcnn/fg_cls_accuracy": 0.5306180092644899, "iteration": 37899, "loss_box_reg": 0.2600984526798129, "loss_cls": 0.25560788391157985, "loss_mask": 0.2832995830103755, "loss_rpn_cls": 0.05879063770407811, "loss_rpn_loc": 0.08642390213208273, "loss_sem_seg": 0.3971616707276553, "lr": 0.02, "mask_rcnn/accuracy": 0.8730518574617346, "mask_rcnn/false_negative": 0.12101487170231262, "mask_rcnn/false_positive": 0.14059865456564996, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5552211225003703, "total_loss": 1.3234001151577104} {"data_time": 0.01303965500119375, "eta_seconds": 131334.45536817884, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.35838199204535837, "fast_rcnn/fg_cls_accuracy": 0.6205352798053527, "iteration": 37919, "loss_box_reg": 0.2278913352638483, "loss_cls": 0.20786929689347744, "loss_mask": 0.26200303714722395, "loss_rpn_cls": 0.04677129801711999, "loss_rpn_loc": 0.06320711554144509, "loss_sem_seg": 0.3314079097472131, "lr": 0.02, "mask_rcnn/accuracy": 0.8895383217998156, "mask_rcnn/false_negative": 0.0874466915275072, "mask_rcnn/false_positive": 0.14198963928363412, "roi_head/num_bg_samples": 456.5, "roi_head/num_fg_samples": 55.5, "rpn/num_neg_anchors": 235.0, "rpn/num_pos_anchors": 21.0, "time": 0.5637833949986089, "total_loss": 1.1296364762820303} {"data_time": 0.01288301299973682, "eta_seconds": 131323.13738390885, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.4477204623287671, "fast_rcnn/fg_cls_accuracy": 0.5156009244992296, "iteration": 37939, "loss_box_reg": 0.25222049257718027, "loss_cls": 0.23380059911869466, "loss_mask": 0.2839050283655524, "loss_rpn_cls": 0.05758739117300138, "loss_rpn_loc": 0.08754118357319385, "loss_sem_seg": 0.39192812284454703, "lr": 0.02, "mask_rcnn/accuracy": 0.8759249359918537, "mask_rcnn/false_negative": 0.12124828140001763, "mask_rcnn/false_positive": 0.12446514744679119, "roi_head/num_bg_samples": 463.25, "roi_head/num_fg_samples": 48.75, "rpn/num_neg_anchors": 235.25, "rpn/num_pos_anchors": 20.75, "time": 0.5670881030000601, "total_loss": 1.3349099851038773} {"data_time": 0.014590873999623, "eta_seconds": 131294.55949381113, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.4362052730696798, "fast_rcnn/fg_cls_accuracy": 0.514792899408284, "iteration": 37959, "loss_box_reg": 0.266955500934273, "loss_cls": 0.2664786058012396, "loss_mask": 0.29079686757177114, "loss_rpn_cls": 0.05415917339269072, "loss_rpn_loc": 0.08729734038934112, "loss_sem_seg": 0.4037517951801419, "lr": 0.02, "mask_rcnn/accuracy": 0.8800803561400976, "mask_rcnn/false_negative": 0.0985911210616037, "mask_rcnn/false_positive": 0.11737298559335821, "roi_head/num_bg_samples": 458.5, "roi_head/num_fg_samples": 53.5, "rpn/num_neg_anchors": 234.75, "rpn/num_pos_anchors": 21.25, "time": 0.5732257685012883, "total_loss": 1.40058644086821} {"data_time": 0.013930312999946182, "eta_seconds": 131230.9075285896, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.43201501581389845, "fast_rcnn/fg_cls_accuracy": 0.508891928864569, "iteration": 37979, "loss_box_reg": 0.23836289765313268, "loss_cls": 0.22355664055794477, "loss_mask": 0.2693160278722644, "loss_rpn_cls": 0.050097260158509016, "loss_rpn_loc": 0.07863146357703954, "loss_sem_seg": 0.3764336290769279, "lr": 0.02, "mask_rcnn/accuracy": 0.8766278780889171, "mask_rcnn/false_negative": 0.11926167552619418, "mask_rcnn/false_positive": 0.11284971662509635, "roi_head/num_bg_samples": 461.75, "roi_head/num_fg_samples": 50.25, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5539806130000215, "total_loss": 1.2269174623652361} {"data_time": 0.01249402549910883, "eta_seconds": 131270.36409007973, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.3328205415081674, "fast_rcnn/fg_cls_accuracy": 0.6325749846970006, "iteration": 37999, "loss_box_reg": 0.2540788440965116, "loss_cls": 0.24612986389547586, "loss_mask": 0.2818562835454941, "loss_rpn_cls": 0.054754928045440465, "loss_rpn_loc": 0.09353941888548434, "loss_sem_seg": 0.3152236163150519, "lr": 0.02, "mask_rcnn/accuracy": 0.8849122486296106, "mask_rcnn/false_negative": 0.09512038111130969, "mask_rcnn/false_positive": 0.1385991045583908, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5675731650007947, "total_loss": 1.2704587136395276} {"data_time": 0.012043035500028054, "eta_seconds": 131259.04772815976, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.37895499974108027, "fast_rcnn/fg_cls_accuracy": 0.5454259116679498, "iteration": 38019, "loss_box_reg": 0.2528122994117439, "loss_cls": 0.2563731467234902, "loss_mask": 0.28122490271925926, "loss_rpn_cls": 0.0449823661474511, "loss_rpn_loc": 0.07976733020041138, "loss_sem_seg": 0.374061900889501, "lr": 0.02, "mask_rcnn/accuracy": 0.8891684603528911, "mask_rcnn/false_negative": 0.08290681682621637, "mask_rcnn/false_positive": 0.15217517071759684, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5747562685010053, "total_loss": 1.3062237268895842} {"data_time": 0.012466104000850464, "eta_seconds": 131247.73136623975, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.41170816110737285, "fast_rcnn/fg_cls_accuracy": 0.5815847165674914, "iteration": 38039, "loss_box_reg": 0.2468594084493816, "loss_cls": 0.22493879089597613, "loss_mask": 0.2679555881768465, "loss_rpn_cls": 0.05174399266252294, "loss_rpn_loc": 0.06867461546789855, "loss_sem_seg": 0.34861753787845373, "lr": 0.02, "mask_rcnn/accuracy": 0.8952143784073276, "mask_rcnn/false_negative": 0.08599775867123799, "mask_rcnn/false_positive": 0.13841650453256826, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5686223795000842, "total_loss": 1.2399218936334364} {"data_time": 0.012148322999564698, "eta_seconds": 131279.21797661413, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.34523809523809523, "fast_rcnn/fg_cls_accuracy": 0.6114583333333333, "iteration": 38059, "loss_box_reg": 0.25396409910172224, "loss_cls": 0.24148367391899228, "loss_mask": 0.2751165060326457, "loss_rpn_cls": 0.04989628790644929, "loss_rpn_loc": 0.07995508011663333, "loss_sem_seg": 0.36716804280877113, "lr": 0.02, "mask_rcnn/accuracy": 0.8882417699222546, "mask_rcnn/false_negative": 0.10278119971460156, "mask_rcnn/false_positive": 0.12156262849742369, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.579287809001471, "total_loss": 1.2565402115578763} {"data_time": 0.012788105999788968, "eta_seconds": 131267.8979238441, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.3276862026862027, "fast_rcnn/fg_cls_accuracy": 0.652557319223986, "iteration": 38079, "loss_box_reg": 0.24172953143715858, "loss_cls": 0.22908960189670324, "loss_mask": 0.2727227434515953, "loss_rpn_cls": 0.05592175875790417, "loss_rpn_loc": 0.07586258358787745, "loss_sem_seg": 0.3871071129105985, "lr": 0.02, "mask_rcnn/accuracy": 0.8826744860698583, "mask_rcnn/false_negative": 0.10149369513001752, "mask_rcnn/false_positive": 0.14036404883797732, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 235.25, "rpn/num_pos_anchors": 20.75, "time": 0.5660327305013197, "total_loss": 1.2883394540695008} {"data_time": 0.012773226999343024, "eta_seconds": 131296.40570821104, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.37555282555282554, "fast_rcnn/fg_cls_accuracy": 0.5532924107142857, "iteration": 38099, "loss_box_reg": 0.25360039295628667, "loss_cls": 0.2488164217211306, "loss_mask": 0.2772313877940178, "loss_rpn_cls": 0.05410413633217104, "loss_rpn_loc": 0.08022537373472005, "loss_sem_seg": 0.3827060582116246, "lr": 0.02, "mask_rcnn/accuracy": 0.8872854374307863, "mask_rcnn/false_negative": 0.08856651591916243, "mask_rcnn/false_positive": 0.13950329429901245, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5577799009988667, "total_loss": 1.2982996815844672} {"data_time": 0.013535630998376291, "eta_seconds": 131245.25781830406, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.4255347390776699, "fast_rcnn/fg_cls_accuracy": 0.49013389711064126, "iteration": 38119, "loss_box_reg": 0.2409384350758046, "loss_cls": 0.23689148225821555, "loss_mask": 0.27344202995300293, "loss_rpn_cls": 0.05047600547550246, "loss_rpn_loc": 0.07341118552722037, "loss_sem_seg": 0.32488884939812124, "lr": 0.02, "mask_rcnn/accuracy": 0.8788374386551158, "mask_rcnn/false_negative": 0.09542618462877761, "mask_rcnn/false_positive": 0.15770998477946957, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5611412929993094, "total_loss": 1.2092511372466106} {"data_time": 0.012387550499624922, "eta_seconds": 131233.93776553404, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.2943545218826118, "fast_rcnn/fg_cls_accuracy": 0.6433921408540697, "iteration": 38139, "loss_box_reg": 0.25854549277573824, "loss_cls": 0.23329630587249994, "loss_mask": 0.2770264707505703, "loss_rpn_cls": 0.057320833613630384, "loss_rpn_loc": 0.08103695133468136, "loss_sem_seg": 0.35463935416191816, "lr": 0.02, "mask_rcnn/accuracy": 0.8903694100790385, "mask_rcnn/false_negative": 0.10472402619603616, "mask_rcnn/false_positive": 0.11148173728528044, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5628033089997189, "total_loss": 1.313429347705096} {"data_time": 0.013646364001033362, "eta_seconds": 131235.8263900635, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.3606601731601732, "fast_rcnn/fg_cls_accuracy": 0.5716463414634146, "iteration": 38159, "loss_box_reg": 0.24369622115045786, "loss_cls": 0.23203884693793952, "loss_mask": 0.2725953757762909, "loss_rpn_cls": 0.05939619353739545, "loss_rpn_loc": 0.08895781676983461, "loss_sem_seg": 0.41003860137425363, "lr": 0.02, "mask_rcnn/accuracy": 0.8736967800994557, "mask_rcnn/false_negative": 0.10293910309835905, "mask_rcnn/false_positive": 0.14036784674500363, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5616020084999036, "total_loss": 1.2840574332512915} {"data_time": 0.012385226998958387, "eta_seconds": 131322.5783465944, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.376280409731114, "fast_rcnn/fg_cls_accuracy": 0.5509209100758397, "iteration": 38179, "loss_box_reg": 0.2505870754830539, "loss_cls": 0.24524914473295212, "loss_mask": 0.26839833706617355, "loss_rpn_cls": 0.06353173300158232, "loss_rpn_loc": 0.09881654777564108, "loss_sem_seg": 0.3524096366018057, "lr": 0.02, "mask_rcnn/accuracy": 0.8979944120505345, "mask_rcnn/false_negative": 0.08991954996506932, "mask_rcnn/false_positive": 0.12151830536805339, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5815610409990768, "total_loss": 1.2800398948602378} {"data_time": 0.012244256498888717, "eta_seconds": 131270.99192961983, "fast_rcnn/cls_accuracy": 0.908203125, "fast_rcnn/false_negative": 0.3687460542929293, "fast_rcnn/fg_cls_accuracy": 0.5089743589743589, "iteration": 38199, "loss_box_reg": 0.2658105157315731, "loss_cls": 0.2575979531975463, "loss_mask": 0.2714578676968813, "loss_rpn_cls": 0.054759843565989286, "loss_rpn_loc": 0.09238521754741669, "loss_sem_seg": 0.37462867028079927, "lr": 0.02, "mask_rcnn/accuracy": 0.877324861221545, "mask_rcnn/false_negative": 0.10675837538897262, "mask_rcnn/false_positive": 0.1481009931346309, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5655774774986639, "total_loss": 1.298004577984102} {"data_time": 0.012668772500546766, "eta_seconds": 131293.6548109304, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.3423582995951417, "fast_rcnn/fg_cls_accuracy": 0.5838422391857506, "iteration": 38219, "loss_box_reg": 0.2504759058356285, "loss_cls": 0.2529932106845081, "loss_mask": 0.2792262425646186, "loss_rpn_cls": 0.05367717653280124, "loss_rpn_loc": 0.09098853869363666, "loss_sem_seg": 0.3594340938143432, "lr": 0.02, "mask_rcnn/accuracy": 0.8683271777483601, "mask_rcnn/false_negative": 0.12801969478505668, "mask_rcnn/false_positive": 0.13872967286243285, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5697354464991804, "total_loss": 1.3243897791253403} {"data_time": 0.012978855998881045, "eta_seconds": 131282.3256981204, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.3003220611916264, "fast_rcnn/fg_cls_accuracy": 0.6481332798073063, "iteration": 38239, "loss_box_reg": 0.24381290539167821, "loss_cls": 0.22887458186596632, "loss_mask": 0.27229776326566935, "loss_rpn_cls": 0.05032331822440028, "loss_rpn_loc": 0.07774359418544918, "loss_sem_seg": 0.35280121536925435, "lr": 0.02, "mask_rcnn/accuracy": 0.8847781687797411, "mask_rcnn/false_negative": 0.07797340599280575, "mask_rcnn/false_positive": 0.12497683560835977, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5649535320007999, "total_loss": 1.2412014987203293} {"data_time": 0.012636481000299682, "eta_seconds": 131252.5459464588, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.41455964703885967, "fast_rcnn/fg_cls_accuracy": 0.5315139701104614, "iteration": 38259, "loss_box_reg": 0.23442415008321404, "loss_cls": 0.23649824410676956, "loss_mask": 0.28390149027109146, "loss_rpn_cls": 0.05101682402892038, "loss_rpn_loc": 0.07536275003803894, "loss_sem_seg": 0.4021759810857475, "lr": 0.02, "mask_rcnn/accuracy": 0.8806521911531234, "mask_rcnn/false_negative": 0.10415685007373979, "mask_rcnn/false_positive": 0.13145976097026335, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5655107985003269, "total_loss": 1.2501965992705664} {"data_time": 0.013003608000872191, "eta_seconds": 131293.27999373333, "fast_rcnn/cls_accuracy": 0.8984375, "fast_rcnn/false_negative": 0.45518700518700517, "fast_rcnn/fg_cls_accuracy": 0.5221888555221889, "iteration": 38279, "loss_box_reg": 0.23819673573598266, "loss_cls": 0.23742071888409555, "loss_mask": 0.268731314688921, "loss_rpn_cls": 0.04761839046841487, "loss_rpn_loc": 0.07744482098496519, "loss_sem_seg": 0.37710408866405487, "lr": 0.02, "mask_rcnn/accuracy": 0.8620238295753636, "mask_rcnn/false_negative": 0.10049649285827142, "mask_rcnn/false_positive": 0.15017077216804764, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.5705032999994728, "total_loss": 1.2510191626497544} {"data_time": 0.012629634999029804, "eta_seconds": 131288.9417584843, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.43764172335600904, "fast_rcnn/fg_cls_accuracy": 0.5256009719691053, "iteration": 38299, "loss_box_reg": 0.264689885545522, "loss_cls": 0.23497128975577652, "loss_mask": 0.28831826616078615, "loss_rpn_cls": 0.05675404562498443, "loss_rpn_loc": 0.08125389739871025, "loss_sem_seg": 0.37686623726040125, "lr": 0.02, "mask_rcnn/accuracy": 0.8741027855241476, "mask_rcnn/false_negative": 0.12579787507033025, "mask_rcnn/false_positive": 0.13222697052838736, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5678047360015626, "total_loss": 1.3026353273598943} {"data_time": 0.01396474700050021, "eta_seconds": 131277.60914086428, "fast_rcnn/cls_accuracy": 0.91162109375, "fast_rcnn/false_negative": 0.42600783874580067, "fast_rcnn/fg_cls_accuracy": 0.5737423669671415, "iteration": 38319, "loss_box_reg": 0.2560160756111145, "loss_cls": 0.2565643787384033, "loss_mask": 0.28292062785476446, "loss_rpn_cls": 0.04922652096138336, "loss_rpn_loc": 0.07422813301673159, "loss_sem_seg": 0.3643722916021943, "lr": 0.02, "mask_rcnn/accuracy": 0.879144029233315, "mask_rcnn/false_negative": 0.1015096533239506, "mask_rcnn/false_positive": 0.13507746552586342, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5763471284990374, "total_loss": 1.3465293614717666} {"data_time": 0.012633903501409804, "eta_seconds": 131266.2765232443, "fast_rcnn/cls_accuracy": 0.904296875, "fast_rcnn/false_negative": 0.4660576351752822, "fast_rcnn/fg_cls_accuracy": 0.5009578544061303, "iteration": 38339, "loss_box_reg": 0.24930382485035807, "loss_cls": 0.23272593156434596, "loss_mask": 0.27670450787991285, "loss_rpn_cls": 0.052262654120568186, "loss_rpn_loc": 0.09458761941641569, "loss_sem_seg": 0.3996184589341283, "lr": 0.02, "mask_rcnn/accuracy": 0.8833498633068371, "mask_rcnn/false_negative": 0.10851046876706243, "mask_rcnn/false_positive": 0.13053574441085408, "roi_head/num_bg_samples": 431.25, "roi_head/num_fg_samples": 80.75, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 0.5659426104994054, "total_loss": 1.307768871425651} {"data_time": 0.012642343499464914, "eta_seconds": 131261.95197227257, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.33580196399345336, "fast_rcnn/fg_cls_accuracy": 0.6041378595132743, "iteration": 38359, "loss_box_reg": 0.24925662577152252, "loss_cls": 0.22083601728081703, "loss_mask": 0.27934415824711323, "loss_rpn_cls": 0.045918040559627116, "loss_rpn_loc": 0.07379124488215894, "loss_sem_seg": 0.3841976746916771, "lr": 0.02, "mask_rcnn/accuracy": 0.8873150355823307, "mask_rcnn/false_negative": 0.0947221635678889, "mask_rcnn/false_positive": 0.13228224522641963, "roi_head/num_bg_samples": 456.5, "roi_head/num_fg_samples": 55.5, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.5483190464983636, "total_loss": 1.2510680227424018} {"data_time": 0.012455541000235826, "eta_seconds": 131258.09640206484, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.3574770258980785, "fast_rcnn/fg_cls_accuracy": 0.6122622012611945, "iteration": 38379, "loss_box_reg": 0.25963433645665646, "loss_cls": 0.25085986708290875, "loss_mask": 0.2757129385136068, "loss_rpn_cls": 0.04883280082140118, "loss_rpn_loc": 0.07442963332869112, "loss_sem_seg": 0.38673885352909565, "lr": 0.02, "mask_rcnn/accuracy": 0.8840059912689697, "mask_rcnn/false_negative": 0.11546653870915696, "mask_rcnn/false_positive": 0.12890021211736216, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 235.5, "rpn/num_pos_anchors": 20.5, "time": 0.5599778994983353, "total_loss": 1.361278022523038} {"data_time": 0.012349339998763753, "eta_seconds": 131246.76253368487, "fast_rcnn/cls_accuracy": 0.90771484375, "fast_rcnn/false_negative": 0.4438095238095238, "fast_rcnn/fg_cls_accuracy": 0.5192965119384648, "iteration": 38399, "loss_box_reg": 0.25444343709386885, "loss_cls": 0.2393841170705855, "loss_mask": 0.2726228819228709, "loss_rpn_cls": 0.05740112147759646, "loss_rpn_loc": 0.07957575347973034, "loss_sem_seg": 0.39876798749901354, "lr": 0.02, "mask_rcnn/accuracy": 0.8754583140074211, "mask_rcnn/false_negative": 0.11755721865287846, "mask_rcnn/false_positive": 0.13942644321547082, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5704999085010058, "total_loss": 1.2983284790243488} {"data_time": 0.012253879000127199, "eta_seconds": 131220.94605276434, "fast_rcnn/cls_accuracy": 0.9072265625, "fast_rcnn/false_negative": 0.4301251273097628, "fast_rcnn/fg_cls_accuracy": 0.5502977574107282, "iteration": 38419, "loss_box_reg": 0.2736649289727211, "loss_cls": 0.25568352174013853, "loss_mask": 0.2809162512421608, "loss_rpn_cls": 0.05218622006941587, "loss_rpn_loc": 0.07722202048171312, "loss_sem_seg": 0.3437175708822906, "lr": 0.02, "mask_rcnn/accuracy": 0.8814570466314803, "mask_rcnn/false_negative": 0.0908785394817617, "mask_rcnn/false_positive": 0.14957071441826236, "roi_head/num_bg_samples": 432.5, "roi_head/num_fg_samples": 79.5, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.5639218209998944, "total_loss": 1.2657572043826804} {"data_time": 0.0134686370001873, "eta_seconds": 131314.72094137679, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.38608156028368795, "fast_rcnn/fg_cls_accuracy": 0.573941687692739, "iteration": 38439, "loss_box_reg": 0.253175743855536, "loss_cls": 0.24234065948985517, "loss_mask": 0.2770881187170744, "loss_rpn_cls": 0.047929290420142934, "loss_rpn_loc": 0.07454815611708909, "loss_sem_seg": 0.36597225721925497, "lr": 0.02, "mask_rcnn/accuracy": 0.8918775654240213, "mask_rcnn/false_negative": 0.08910245284516755, "mask_rcnn/false_positive": 0.14494628908263568, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5840053119991353, "total_loss": 1.32953516276757} {"data_time": 0.013274910999825806, "eta_seconds": 131303.37924558678, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.4225809726875825, "fast_rcnn/fg_cls_accuracy": 0.5132246928622195, "iteration": 38459, "loss_box_reg": 0.24553603678941727, "loss_cls": 0.24100310681387782, "loss_mask": 0.2744649341329932, "loss_rpn_cls": 0.06034097040537745, "loss_rpn_loc": 0.07624574477085844, "loss_sem_seg": 0.3315506442449987, "lr": 0.02, "mask_rcnn/accuracy": 0.8839252457382791, "mask_rcnn/false_negative": 0.09210793553360144, "mask_rcnn/false_positive": 0.12883017931941862, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.5663927349996811, "total_loss": 1.242730769678019} {"data_time": 0.013486963500326965, "eta_seconds": 131310.68355658092, "fast_rcnn/cls_accuracy": 0.90478515625, "fast_rcnn/false_negative": 0.4316110596231078, "fast_rcnn/fg_cls_accuracy": 0.5249572336265884, "iteration": 38479, "loss_box_reg": 0.2414434354286641, "loss_cls": 0.24609524477273226, "loss_mask": 0.2716640252619982, "loss_rpn_cls": 0.04818567665643059, "loss_rpn_loc": 0.07167183613637462, "loss_sem_seg": 0.3991436427459121, "lr": 0.02, "mask_rcnn/accuracy": 0.8704034443192258, "mask_rcnn/false_negative": 0.1108294982047831, "mask_rcnn/false_positive": 0.15840483824966292, "roi_head/num_bg_samples": 431.5, "roi_head/num_fg_samples": 80.5, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.5682792184998107, "total_loss": 1.2531515549926553} {"data_time": 0.012312688499150681, "eta_seconds": 131205.4980785778, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.41630747126436785, "fast_rcnn/fg_cls_accuracy": 0.5484459741343346, "iteration": 38499, "loss_box_reg": 0.2469574126880616, "loss_cls": 0.24915298796258867, "loss_mask": 0.269072943367064, "loss_rpn_cls": 0.05349105049390346, "loss_rpn_loc": 0.07517585146706551, "loss_sem_seg": 0.3700823374092579, "lr": 0.02, "mask_rcnn/accuracy": 0.8704907884916556, "mask_rcnn/false_negative": 0.09515731703462896, "mask_rcnn/false_positive": 0.12139547733048763, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5636268289999862, "total_loss": 1.2747939520340879} {"data_time": 0.01245964599911531, "eta_seconds": 131156.7342539218, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.4485309017223911, "fast_rcnn/fg_cls_accuracy": 0.5066703017084696, "iteration": 38519, "loss_box_reg": 0.24884381727315485, "loss_cls": 0.24722669320181012, "loss_mask": 0.2675955230370164, "loss_rpn_cls": 0.05285774794174358, "loss_rpn_loc": 0.07343620035680942, "loss_sem_seg": 0.35931710433214903, "lr": 0.02, "mask_rcnn/accuracy": 0.8820038494439693, "mask_rcnn/false_negative": 0.09870386523787683, "mask_rcnn/false_positive": 0.12353432061631181, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.563214602001608, "total_loss": 1.329554421827197} {"data_time": 0.01165124850012944, "eta_seconds": 131218.10233646244, "fast_rcnn/cls_accuracy": 0.9140625, "fast_rcnn/false_negative": 0.45701970443349754, "fast_rcnn/fg_cls_accuracy": 0.5233726518130188, "iteration": 38539, "loss_box_reg": 0.25589059805497527, "loss_cls": 0.2500035942066461, "loss_mask": 0.26679450180381536, "loss_rpn_cls": 0.042656917590647936, "loss_rpn_loc": 0.08511151786660776, "loss_sem_seg": 0.3941911133006215, "lr": 0.02, "mask_rcnn/accuracy": 0.8889241576966151, "mask_rcnn/false_negative": 0.09434663811171713, "mask_rcnn/false_positive": 0.13500965397569542, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.5712239604999922, "total_loss": 1.3023095015087165} {"data_time": 0.013351349500226206, "eta_seconds": 131246.67076663682, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.3239409249902837, "fast_rcnn/fg_cls_accuracy": 0.60859375, "iteration": 38559, "loss_box_reg": 0.24489037762396038, "loss_cls": 0.22929945797659457, "loss_mask": 0.2709710178896785, "loss_rpn_cls": 0.045155526662711054, "loss_rpn_loc": 0.07653694070177153, "loss_sem_seg": 0.41941608022898436, "lr": 0.02, "mask_rcnn/accuracy": 0.8836007341875896, "mask_rcnn/false_negative": 0.09057043626449375, "mask_rcnn/false_positive": 0.150136476638158, "roi_head/num_bg_samples": 459.5, "roi_head/num_fg_samples": 52.5, "rpn/num_neg_anchors": 235.5, "rpn/num_pos_anchors": 20.5, "time": 0.5719526299981226, "total_loss": 1.284573858603835} {"data_time": 0.013097115499476786, "eta_seconds": 131195.42584196248, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3529411764705882, "fast_rcnn/fg_cls_accuracy": 0.5460329827295156, "iteration": 38579, "loss_box_reg": 0.26176724722608924, "loss_cls": 0.2554857977665961, "loss_mask": 0.2734389817342162, "loss_rpn_cls": 0.048667126102373004, "loss_rpn_loc": 0.08050894201733172, "loss_sem_seg": 0.37258013477548957, "lr": 0.02, "mask_rcnn/accuracy": 0.8836677476373571, "mask_rcnn/false_negative": 0.1023219583864236, "mask_rcnn/false_positive": 0.12725397737138758, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5606195970012777, "total_loss": 1.2802583263255656} {"data_time": 0.0121857979993365, "eta_seconds": 131223.9873750568, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.47550975177304966, "fast_rcnn/fg_cls_accuracy": 0.5244902482269503, "iteration": 38599, "loss_box_reg": 0.2505308229010552, "loss_cls": 0.24603959009982646, "loss_mask": 0.2906108503229916, "loss_rpn_cls": 0.05652076157275587, "loss_rpn_loc": 0.07693064480554312, "loss_sem_seg": 0.38040116941556334, "lr": 0.02, "mask_rcnn/accuracy": 0.8643792360310217, "mask_rcnn/false_negative": 0.12480747205707457, "mask_rcnn/false_positive": 0.14278116870006735, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5723729495002772, "total_loss": 1.3343231814797036} {"data_time": 0.012845960500271758, "eta_seconds": 131229.08252253145, "fast_rcnn/cls_accuracy": 0.91357421875, "fast_rcnn/false_negative": 0.40888066604995377, "fast_rcnn/fg_cls_accuracy": 0.470596926713948, "iteration": 38619, "loss_box_reg": 0.27404983807355165, "loss_cls": 0.26480646478012204, "loss_mask": 0.2956544039770961, "loss_rpn_cls": 0.05813444661907852, "loss_rpn_loc": 0.08184660639381036, "loss_sem_seg": 0.43298569275066257, "lr": 0.02, "mask_rcnn/accuracy": 0.8626801227247656, "mask_rcnn/false_negative": 0.11625882300509177, "mask_rcnn/false_positive": 0.15597006000899055, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5759544614993501, "total_loss": 1.35412923124386} {"data_time": 0.012513273002696224, "eta_seconds": 131217.73940598147, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.36021913913128734, "fast_rcnn/fg_cls_accuracy": 0.5918085106382979, "iteration": 38639, "loss_box_reg": 0.24681265465915203, "loss_cls": 0.23683701548725367, "loss_mask": 0.2727430444210768, "loss_rpn_cls": 0.05767690829816274, "loss_rpn_loc": 0.08859757595928386, "loss_sem_seg": 0.3821428648661822, "lr": 0.02, "mask_rcnn/accuracy": 0.8858864402802373, "mask_rcnn/false_negative": 0.10974225527736522, "mask_rcnn/false_positive": 0.1465580352649914, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5627675305004232, "total_loss": 1.287009735184256} {"data_time": 0.011977312999079004, "eta_seconds": 131332.85352654225, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.3854556803995006, "fast_rcnn/fg_cls_accuracy": 0.5707908163265306, "iteration": 38659, "loss_box_reg": 0.26022002659738064, "loss_cls": 0.25352349085733294, "loss_mask": 0.2876136973500252, "loss_rpn_cls": 0.05721223773434758, "loss_rpn_loc": 0.07843327362206765, "loss_sem_seg": 0.3779936246573925, "lr": 0.02, "mask_rcnn/accuracy": 0.8899917433356923, "mask_rcnn/false_negative": 0.09205496725934123, "mask_rcnn/false_positive": 0.1251204021783311, "roi_head/num_bg_samples": 458.75, "roi_head/num_fg_samples": 53.25, "rpn/num_neg_anchors": 235.5, "rpn/num_pos_anchors": 20.5, "time": 0.578861860998586, "total_loss": 1.369473592407303} {"data_time": 0.012715785998807405, "eta_seconds": 131282.2262609542, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.39033092284852255, "fast_rcnn/fg_cls_accuracy": 0.5101091142490373, "iteration": 38679, "loss_box_reg": 0.24381744698621333, "loss_cls": 0.24357834365218878, "loss_mask": 0.2753700716421008, "loss_rpn_cls": 0.04788138868752867, "loss_rpn_loc": 0.08258376200683415, "loss_sem_seg": 0.3809854434803128, "lr": 0.02, "mask_rcnn/accuracy": 0.8774518075202566, "mask_rcnn/false_negative": 0.11882819192029061, "mask_rcnn/false_positive": 0.10434936287733525, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 239.5, "rpn/num_pos_anchors": 16.5, "time": 0.5600641689998156, "total_loss": 1.25935315026436} {"data_time": 0.011868931500430335, "eta_seconds": 131183.71005633153, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.32036528716216217, "fast_rcnn/fg_cls_accuracy": 0.6091062653562653, "iteration": 38699, "loss_box_reg": 0.24287571292370558, "loss_cls": 0.2518477267585695, "loss_mask": 0.27590788155794144, "loss_rpn_cls": 0.06442897312808782, "loss_rpn_loc": 0.10747078189160675, "loss_sem_seg": 0.3966773976571858, "lr": 0.02, "mask_rcnn/accuracy": 0.8805617002045574, "mask_rcnn/false_negative": 0.09340350032318266, "mask_rcnn/false_positive": 0.14384934590963105, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.564269582999259, "total_loss": 1.2992024149862118} {"data_time": 0.012441426999430405, "eta_seconds": 131116.05811121257, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.356705544344495, "fast_rcnn/fg_cls_accuracy": 0.6247565763036691, "iteration": 38719, "loss_box_reg": 0.230452531715855, "loss_cls": 0.21563050337135792, "loss_mask": 0.26418655598536134, "loss_rpn_cls": 0.04594925252604298, "loss_rpn_loc": 0.07515980987227522, "loss_sem_seg": 0.40412036050111055, "lr": 0.02, "mask_rcnn/accuracy": 0.8845098455986665, "mask_rcnn/false_negative": 0.10232962991445205, "mask_rcnn/false_positive": 0.1332407483265366, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5590838085008727, "total_loss": 1.2701286752708256} {"data_time": 0.01199242449911253, "eta_seconds": 131034.15080143203, "fast_rcnn/cls_accuracy": 0.91064453125, "fast_rcnn/false_negative": 0.42950132391879964, "fast_rcnn/fg_cls_accuracy": 0.4793552036199095, "iteration": 38739, "loss_box_reg": 0.25987970642745495, "loss_cls": 0.24857784248888493, "loss_mask": 0.2805551113560796, "loss_rpn_cls": 0.051401198375970125, "loss_rpn_loc": 0.0945956955110887, "loss_sem_seg": 0.35466071078553796, "lr": 0.02, "mask_rcnn/accuracy": 0.8632992184969226, "mask_rcnn/false_negative": 0.12962376854867375, "mask_rcnn/false_positive": 0.14992467100557497, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.556267478999871, "total_loss": 1.298808799328981} {"data_time": 0.01240653199965891, "eta_seconds": 130995.52736306352, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.37596200096200094, "fast_rcnn/fg_cls_accuracy": 0.5885416666666667, "iteration": 38759, "loss_box_reg": 0.2551672928966582, "loss_cls": 0.24746876256540418, "loss_mask": 0.2752027940005064, "loss_rpn_cls": 0.04578094318276271, "loss_rpn_loc": 0.07308303529862314, "loss_sem_seg": 0.35936491657048464, "lr": 0.02, "mask_rcnn/accuracy": 0.8795179135077971, "mask_rcnn/false_negative": 0.10482470223277027, "mask_rcnn/false_positive": 0.14753890905644446, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5569290019993787, "total_loss": 1.2530511314980686} {"data_time": 0.012443051500667934, "eta_seconds": 131000.00893360804, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.40362811791383224, "fast_rcnn/fg_cls_accuracy": 0.5374149659863945, "iteration": 38779, "loss_box_reg": 0.2533217503223568, "loss_cls": 0.24336181301623583, "loss_mask": 0.2867628405801952, "loss_rpn_cls": 0.052610849525080994, "loss_rpn_loc": 0.08479224209440872, "loss_sem_seg": 0.36654612282291055, "lr": 0.02, "mask_rcnn/accuracy": 0.8796079000420393, "mask_rcnn/false_negative": 0.11447429912984726, "mask_rcnn/false_positive": 0.13398294377182635, "roi_head/num_bg_samples": 458.5, "roi_head/num_fg_samples": 53.5, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5714752385010797, "total_loss": 1.2722100531100295} {"data_time": 0.01383161799822119, "eta_seconds": 131000.15436862198, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.4816713814238567, "fast_rcnn/fg_cls_accuracy": 0.46635913591359135, "iteration": 38799, "loss_box_reg": 0.2406115848571062, "loss_cls": 0.23232381092384458, "loss_mask": 0.27996384631842375, "loss_rpn_cls": 0.04380202622996876, "loss_rpn_loc": 0.07418620263342746, "loss_sem_seg": 0.3710835576057434, "lr": 0.02, "mask_rcnn/accuracy": 0.8623238723059317, "mask_rcnn/false_negative": 0.1020208400529764, "mask_rcnn/false_positive": 0.16679957916637506, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5731563304998417, "total_loss": 1.29747442677035} {"data_time": 0.012619344999620807, "eta_seconds": 130986.7547727714, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.4533221194280908, "fast_rcnn/fg_cls_accuracy": 0.4743571011104617, "iteration": 38819, "loss_box_reg": 0.2533255619928241, "loss_cls": 0.23656983394175768, "loss_mask": 0.2923466507345438, "loss_rpn_cls": 0.05279703508131206, "loss_rpn_loc": 0.08425378803804051, "loss_sem_seg": 0.3560373258078471, "lr": 0.02, "mask_rcnn/accuracy": 0.8884728992811699, "mask_rcnn/false_negative": 0.10133287066181379, "mask_rcnn/false_positive": 0.12606160222559787, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 234.25, "rpn/num_pos_anchors": 21.75, "time": 0.5654343179994612, "total_loss": 1.288114781898912} {"data_time": 0.011945982500037644, "eta_seconds": 130982.96108274451, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.4158928571428572, "fast_rcnn/fg_cls_accuracy": 0.5841071428571429, "iteration": 38839, "loss_box_reg": 0.2445187489502132, "loss_cls": 0.25818293634802103, "loss_mask": 0.2759379055351019, "loss_rpn_cls": 0.061939611041452736, "loss_rpn_loc": 0.10389884808682837, "loss_sem_seg": 0.3988548521883786, "lr": 0.02, "mask_rcnn/accuracy": 0.8780708407118182, "mask_rcnn/false_negative": 0.09282084647930036, "mask_rcnn/false_positive": 0.15849564777742736, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.563084882502153, "total_loss": 1.3525665715278592} {"data_time": 0.012142973500886, "eta_seconds": 131015.57252941576, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.42214123438091633, "fast_rcnn/fg_cls_accuracy": 0.5314046333783176, "iteration": 38859, "loss_box_reg": 0.23492409056052566, "loss_cls": 0.22960262093693018, "loss_mask": 0.27890975307673216, "loss_rpn_cls": 0.04572882514912635, "loss_rpn_loc": 0.08220803888980299, "loss_sem_seg": 0.3763599726371467, "lr": 0.02, "mask_rcnn/accuracy": 0.8689199078878256, "mask_rcnn/false_negative": 0.10411965477033965, "mask_rcnn/false_positive": 0.15567809267910582, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5746736564997263, "total_loss": 1.2297516156977508} {"data_time": 0.013828927500071586, "eta_seconds": 131084.14411558048, "fast_rcnn/cls_accuracy": 0.9111328125, "fast_rcnn/false_negative": 0.45584262073623777, "fast_rcnn/fg_cls_accuracy": 0.5246064694689501, "iteration": 38879, "loss_box_reg": 0.26200857711955905, "loss_cls": 0.24213138222694397, "loss_mask": 0.2829868863336742, "loss_rpn_cls": 0.05295846494846046, "loss_rpn_loc": 0.08790240460075438, "loss_sem_seg": 0.37375937635079026, "lr": 0.02, "mask_rcnn/accuracy": 0.8691137022243107, "mask_rcnn/false_negative": 0.11817752827348624, "mask_rcnn/false_positive": 0.14306087017345992, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.576894314997844, "total_loss": 1.3156183659739327} {"data_time": 0.0125117035004223, "eta_seconds": 131153.6259287719, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.34578804347826086, "fast_rcnn/fg_cls_accuracy": 0.6219219219219219, "iteration": 38899, "loss_box_reg": 0.24306817632168531, "loss_cls": 0.23903051600791514, "loss_mask": 0.2784313606098294, "loss_rpn_cls": 0.05272081634029746, "loss_rpn_loc": 0.08811592607526109, "loss_sem_seg": 0.3580428082495928, "lr": 0.02, "mask_rcnn/accuracy": 0.8854249167199347, "mask_rcnn/false_negative": 0.0949154819352443, "mask_rcnn/false_positive": 0.12518140155649915, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5708944339985464, "total_loss": 1.2758699470141437} {"data_time": 0.011990800498097087, "eta_seconds": 131061.45744598049, "fast_rcnn/cls_accuracy": 0.90966796875, "fast_rcnn/false_negative": 0.47513227513227513, "fast_rcnn/fg_cls_accuracy": 0.45221787345075015, "iteration": 38919, "loss_box_reg": 0.23010184126906097, "loss_cls": 0.2264296270441264, "loss_mask": 0.28337095491588116, "loss_rpn_cls": 0.05359122800291516, "loss_rpn_loc": 0.09194190948619507, "loss_sem_seg": 0.34897818695753813, "lr": 0.02, "mask_rcnn/accuracy": 0.8704204406065562, "mask_rcnn/false_negative": 0.11289227902229718, "mask_rcnn/false_positive": 0.14852050238485645, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5532915974999923, "total_loss": 1.2374230118002743} {"data_time": 0.012973036498806323, "eta_seconds": 131010.06800466006, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.31988330681215427, "fast_rcnn/fg_cls_accuracy": 0.6630636833046472, "iteration": 38939, "loss_box_reg": 0.2510159795638174, "loss_cls": 0.22129858937114477, "loss_mask": 0.2695325850509107, "loss_rpn_cls": 0.04872181033715606, "loss_rpn_loc": 0.07313270808663219, "loss_sem_seg": 0.3616099017672241, "lr": 0.02, "mask_rcnn/accuracy": 0.9018407546456737, "mask_rcnn/false_negative": 0.09862529064382818, "mask_rcnn/false_positive": 0.09815056304514386, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 0.5469150560002163, "total_loss": 1.2155011858558282} {"data_time": 0.012287551000554231, "eta_seconds": 131036.24954118181, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.35646542572015005, "fast_rcnn/fg_cls_accuracy": 0.5378787878787878, "iteration": 38959, "loss_box_reg": 0.264131641946733, "loss_cls": 0.2634484968148172, "loss_mask": 0.27406162209808826, "loss_rpn_cls": 0.054929812729824334, "loss_rpn_loc": 0.09242843321408145, "loss_sem_seg": 0.40386202558875084, "lr": 0.02, "mask_rcnn/accuracy": 0.8920985700302124, "mask_rcnn/false_negative": 0.10379714422233459, "mask_rcnn/false_positive": 0.11260490642444743, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.577688847999525, "total_loss": 1.3379113863920793} {"data_time": 0.012327079499300453, "eta_seconds": 131090.12365324254, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.4448249619482496, "fast_rcnn/fg_cls_accuracy": 0.4820212765957447, "iteration": 38979, "loss_box_reg": 0.2590581732802093, "loss_cls": 0.24693630449473858, "loss_mask": 0.2721934411674738, "loss_rpn_cls": 0.047000761318486184, "loss_rpn_loc": 0.0771154963877052, "loss_sem_seg": 0.3741387566551566, "lr": 0.02, "mask_rcnn/accuracy": 0.8725411204558159, "mask_rcnn/false_negative": 0.11051265128664385, "mask_rcnn/false_positive": 0.15502123419131708, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5721076414993149, "total_loss": 1.2760313174221665} {"data_time": 0.013963647999844397, "eta_seconds": 131046.39247761806, "fast_rcnn/cls_accuracy": 0.9130859375, "fast_rcnn/false_negative": 0.3918384016084443, "fast_rcnn/fg_cls_accuracy": 0.5178475656993027, "iteration": 38999, "loss_box_reg": 0.244194689206779, "loss_cls": 0.2582008754834533, "loss_mask": 0.2808712422847748, "loss_rpn_cls": 0.048221596458461136, "loss_rpn_loc": 0.0800246960716322, "loss_sem_seg": 0.34072857815772295, "lr": 0.02, "mask_rcnn/accuracy": 0.8753401601025026, "mask_rcnn/false_negative": 0.09677787384404166, "mask_rcnn/false_positive": 0.13660340760381903, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.5597705790005421, "total_loss": 1.2849982859916054} {"data_time": 0.013259264500447898, "eta_seconds": 131002.22019153187, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.36011166253101734, "fast_rcnn/fg_cls_accuracy": 0.5737104565996571, "iteration": 39019, "loss_box_reg": 0.2543664905242622, "loss_cls": 0.24646417051553726, "loss_mask": 0.2844230569899082, "loss_rpn_cls": 0.053467936464585364, "loss_rpn_loc": 0.08715202216990292, "loss_sem_seg": 0.3758901203982532, "lr": 0.02, "mask_rcnn/accuracy": 0.872227940155847, "mask_rcnn/false_negative": 0.11776653125051201, "mask_rcnn/false_positive": 0.14064595527177676, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5645461109997996, "total_loss": 1.3029232241678983} {"data_time": 0.013253873001303873, "eta_seconds": 130869.6349065446, "fast_rcnn/cls_accuracy": 0.90966796875, "fast_rcnn/false_negative": 0.493879245687346, "fast_rcnn/fg_cls_accuracy": 0.3899331662489557, "iteration": 39039, "loss_box_reg": 0.2612638019490987, "loss_cls": 0.25646850070916116, "loss_mask": 0.2746944157406688, "loss_rpn_cls": 0.0571095272898674, "loss_rpn_loc": 0.08786613045958802, "loss_sem_seg": 0.36054141260683537, "lr": 0.02, "mask_rcnn/accuracy": 0.8733015127392028, "mask_rcnn/false_negative": 0.08987165031473449, "mask_rcnn/false_positive": 0.17156096253049852, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.5549252510008955, "total_loss": 1.3274523881991627} {"data_time": 0.01359931800107006, "eta_seconds": 130824.71700138753, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.33951612903225803, "fast_rcnn/fg_cls_accuracy": 0.613784812662793, "iteration": 39059, "loss_box_reg": 0.2437601659912616, "loss_cls": 0.22989621688611805, "loss_mask": 0.27828384935855865, "loss_rpn_cls": 0.056185434717917815, "loss_rpn_loc": 0.06976235070032999, "loss_sem_seg": 0.383533735293895, "lr": 0.02, "mask_rcnn/accuracy": 0.881351774159141, "mask_rcnn/false_negative": 0.11096403489364948, "mask_rcnn/false_positive": 0.13459116833458337, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.561790302499503, "total_loss": 1.2192971205513459} {"data_time": 0.013035046000368311, "eta_seconds": 130805.23832112335, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.3672469357565511, "fast_rcnn/fg_cls_accuracy": 0.596061457577955, "iteration": 39079, "loss_box_reg": 0.25262901093810797, "loss_cls": 0.23407492460682988, "loss_mask": 0.2861319240182638, "loss_rpn_cls": 0.05000671895686537, "loss_rpn_loc": 0.08161290100542828, "loss_sem_seg": 0.3946521175093949, "lr": 0.02, "mask_rcnn/accuracy": 0.8840216351486246, "mask_rcnn/false_negative": 0.10152771639043359, "mask_rcnn/false_positive": 0.1297539172765633, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.5613468845003808, "total_loss": 1.332515416725073} {"data_time": 0.013310145001014462, "eta_seconds": 130802.05758326751, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.4574084402305261, "fast_rcnn/fg_cls_accuracy": 0.51796875, "iteration": 39099, "loss_box_reg": 0.2485992053989321, "loss_cls": 0.243349839001894, "loss_mask": 0.25977213960140944, "loss_rpn_cls": 0.05433335661655292, "loss_rpn_loc": 0.08328296209219843, "loss_sem_seg": 0.3776827030815184, "lr": 0.02, "mask_rcnn/accuracy": 0.891843867481203, "mask_rcnn/false_negative": 0.09625999111200761, "mask_rcnn/false_positive": 0.1333474189315524, "roi_head/num_bg_samples": 460.25, "roi_head/num_fg_samples": 51.75, "rpn/num_neg_anchors": 236.0, "rpn/num_pos_anchors": 20.0, "time": 0.5656560640018142, "total_loss": 1.3206354749272577} {"data_time": 0.011512509998283349, "eta_seconds": 130782.58031456334, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.4276915693489042, "fast_rcnn/fg_cls_accuracy": 0.5304360902255639, "iteration": 39119, "loss_box_reg": 0.24527241475880146, "loss_cls": 0.24961669789627194, "loss_mask": 0.27091808058321476, "loss_rpn_cls": 0.051911755435867235, "loss_rpn_loc": 0.08380465750815347, "loss_sem_seg": 0.3978048451244831, "lr": 0.02, "mask_rcnn/accuracy": 0.8817992220179998, "mask_rcnn/false_negative": 0.08551084117387228, "mask_rcnn/false_positive": 0.14309901677802936, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5567105390000506, "total_loss": 1.3126879617921077} {"data_time": 0.012830656000005547, "eta_seconds": 130779.39816514749, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.41889662756598245, "fast_rcnn/fg_cls_accuracy": 0.47963676389653276, "iteration": 39139, "loss_box_reg": 0.2617123881354928, "loss_cls": 0.25404810765758157, "loss_mask": 0.27572731813415885, "loss_rpn_cls": 0.056813414819771424, "loss_rpn_loc": 0.08395347691839561, "loss_sem_seg": 0.39160203468054533, "lr": 0.02, "mask_rcnn/accuracy": 0.8881393903715332, "mask_rcnn/false_negative": 0.10562229794322073, "mask_rcnn/false_positive": 0.11761038732277455, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5724766209987138, "total_loss": 1.3082426083419705} {"data_time": 0.013103834000503412, "eta_seconds": 130759.92230800333, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3981915404950733, "fast_rcnn/fg_cls_accuracy": 0.5774606006541778, "iteration": 39159, "loss_box_reg": 0.2644280227832496, "loss_cls": 0.2382593946531415, "loss_mask": 0.28447276167571545, "loss_rpn_cls": 0.055719168682117015, "loss_rpn_loc": 0.08854900649748743, "loss_sem_seg": 0.45274714194238186, "lr": 0.02, "mask_rcnn/accuracy": 0.873222289928117, "mask_rcnn/false_negative": 0.10973324869046891, "mask_rcnn/false_positive": 0.1413934513056093, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.557589049998569, "total_loss": 1.3482879241346382} {"data_time": 0.012550410498079145, "eta_seconds": 130670.97997457311, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.3007936507936508, "fast_rcnn/fg_cls_accuracy": 0.6321509372979961, "iteration": 39179, "loss_box_reg": 0.2508837301284075, "loss_cls": 0.2545072347857058, "loss_mask": 0.2775749135762453, "loss_rpn_cls": 0.04321257313131355, "loss_rpn_loc": 0.08032023068517447, "loss_sem_seg": 0.36915983771905303, "lr": 0.02, "mask_rcnn/accuracy": 0.8839217177030138, "mask_rcnn/false_negative": 0.08595297745832373, "mask_rcnn/false_positive": 0.13249599860371902, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5547347530009574, "total_loss": 1.2847304454189725} {"data_time": 0.012687808999544359, "eta_seconds": 130625.16760250312, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.41388888888888886, "fast_rcnn/fg_cls_accuracy": 0.5283743670333507, "iteration": 39199, "loss_box_reg": 0.2439474891871214, "loss_cls": 0.23811335349455476, "loss_mask": 0.29076296556741, "loss_rpn_cls": 0.0573443656321615, "loss_rpn_loc": 0.07742594700539485, "loss_sem_seg": 0.3742196001112461, "lr": 0.02, "mask_rcnn/accuracy": 0.8932151208697765, "mask_rcnn/false_negative": 0.091947743395033, "mask_rcnn/false_positive": 0.14222303666583952, "roi_head/num_bg_samples": 468.75, "roi_head/num_fg_samples": 43.25, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5561484555000789, "total_loss": 1.287268754269462} {"data_time": 0.014440707502217265, "eta_seconds": 130572.02525682791, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.3822713599249912, "fast_rcnn/fg_cls_accuracy": 0.5659842950345744, "iteration": 39219, "loss_box_reg": 0.2447023424319923, "loss_cls": 0.23641129955649376, "loss_mask": 0.27567761903628707, "loss_rpn_cls": 0.04973856356809847, "loss_rpn_loc": 0.07108140690252185, "loss_sem_seg": 0.38498050393536687, "lr": 0.02, "mask_rcnn/accuracy": 0.8815433966353476, "mask_rcnn/false_negative": 0.08788564208842235, "mask_rcnn/false_positive": 0.13675800685674971, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.567348710999795, "total_loss": 1.275339333806187} {"data_time": 0.012151067499871715, "eta_seconds": 130560.7095917379, "fast_rcnn/cls_accuracy": 0.91015625, "fast_rcnn/false_negative": 0.4291695931708899, "fast_rcnn/fg_cls_accuracy": 0.501219512195122, "iteration": 39239, "loss_box_reg": 0.26951154530979693, "loss_cls": 0.2384329962078482, "loss_mask": 0.2729572858661413, "loss_rpn_cls": 0.04729549284093082, "loss_rpn_loc": 0.06814052255504066, "loss_sem_seg": 0.3422533867415041, "lr": 0.02, "mask_rcnn/accuracy": 0.8709702937471515, "mask_rcnn/false_negative": 0.09349908212556357, "mask_rcnn/false_positive": 0.13639366390115643, "roi_head/num_bg_samples": 425.25, "roi_head/num_fg_samples": 86.75, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.5664541000005556, "total_loss": 1.285390779026784} {"data_time": 0.011947141500058933, "eta_seconds": 130532.57648407278, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.45527690700104495, "fast_rcnn/fg_cls_accuracy": 0.4619300717213115, "iteration": 39259, "loss_box_reg": 0.24288326757960021, "loss_cls": 0.24596654810011387, "loss_mask": 0.28236621897667646, "loss_rpn_cls": 0.050795103481505066, "loss_rpn_loc": 0.06323088210774586, "loss_sem_seg": 0.34372010827064514, "lr": 0.02, "mask_rcnn/accuracy": 0.866084312512884, "mask_rcnn/false_negative": 0.09757888745701288, "mask_rcnn/false_positive": 0.1494381235572666, "roi_head/num_bg_samples": 463.75, "roi_head/num_fg_samples": 48.25, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5631806464989495, "total_loss": 1.2476938415202312} {"data_time": 0.012192598500405438, "eta_seconds": 130430.89163014106, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.41136180499597097, "fast_rcnn/fg_cls_accuracy": 0.56056236481615, "iteration": 39279, "loss_box_reg": 0.22606734139844775, "loss_cls": 0.21545717609114945, "loss_mask": 0.2754670465365052, "loss_rpn_cls": 0.05150543979834765, "loss_rpn_loc": 0.07453219289891422, "loss_sem_seg": 0.3970211553387344, "lr": 0.02, "mask_rcnn/accuracy": 0.8770775226585354, "mask_rcnn/false_negative": 0.11430127229758881, "mask_rcnn/false_positive": 0.13190757134825817, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5568513904981955, "total_loss": 1.2661012192838825} {"data_time": 0.012800254000467248, "eta_seconds": 130341.70994172842, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.4156162464985994, "fast_rcnn/fg_cls_accuracy": 0.5423669467787116, "iteration": 39299, "loss_box_reg": 0.24294204032048583, "loss_cls": 0.26438412396237254, "loss_mask": 0.2644457118585706, "loss_rpn_cls": 0.046803012606687844, "loss_rpn_loc": 0.06701765360776335, "loss_sem_seg": 0.3774590454995632, "lr": 0.02, "mask_rcnn/accuracy": 0.8866907088922527, "mask_rcnn/false_negative": 0.11702754139836341, "mask_rcnn/false_positive": 0.12097468238460445, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5541903280009137, "total_loss": 1.2727804121095687} {"data_time": 0.012773763499353663, "eta_seconds": 130292.16133324242, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.37809840917499077, "fast_rcnn/fg_cls_accuracy": 0.5722345541990381, "iteration": 39319, "loss_box_reg": 0.25950183626264334, "loss_cls": 0.2511072335764766, "loss_mask": 0.27635669987648726, "loss_rpn_cls": 0.049012263072654605, "loss_rpn_loc": 0.08470005681738257, "loss_sem_seg": 0.37809155345894396, "lr": 0.02, "mask_rcnn/accuracy": 0.8877888176357565, "mask_rcnn/false_negative": 0.09674665198589505, "mask_rcnn/false_positive": 0.13049083151848326, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5673311589998775, "total_loss": 1.3086195813375525} {"data_time": 0.013122766498781857, "eta_seconds": 130280.86502697245, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.32787501709284833, "fast_rcnn/fg_cls_accuracy": 0.6101635308598559, "iteration": 39339, "loss_box_reg": 0.24917862797155976, "loss_cls": 0.2460332023911178, "loss_mask": 0.2742766076698899, "loss_rpn_cls": 0.0515152306179516, "loss_rpn_loc": 0.08018730278126895, "loss_sem_seg": 0.3629577308893204, "lr": 0.02, "mask_rcnn/accuracy": 0.8853603385124276, "mask_rcnn/false_negative": 0.09216656438183383, "mask_rcnn/false_positive": 0.12888908042012123, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5639959145009925, "total_loss": 1.258484761841828} {"data_time": 0.013279180499012, "eta_seconds": 130344.29698126751, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3983119788488916, "fast_rcnn/fg_cls_accuracy": 0.5108402421371233, "iteration": 39359, "loss_box_reg": 0.2658075438812375, "loss_cls": 0.25835384358651936, "loss_mask": 0.2805031407624483, "loss_rpn_cls": 0.04709400574211031, "loss_rpn_loc": 0.0732340965187177, "loss_sem_seg": 0.350867273285985, "lr": 0.02, "mask_rcnn/accuracy": 0.8660676728745189, "mask_rcnn/false_negative": 0.1260261299553371, "mask_rcnn/false_positive": 0.1436307794001092, "roi_head/num_bg_samples": 459.25, "roi_head/num_fg_samples": 52.75, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5701395819996833, "total_loss": 1.2683206848159898} {"data_time": 0.012431876499249483, "eta_seconds": 130328.1754844015, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.469284654329609, "fast_rcnn/fg_cls_accuracy": 0.5008370535714286, "iteration": 39379, "loss_box_reg": 0.2543891682289541, "loss_cls": 0.256018336629495, "loss_mask": 0.28734631929546595, "loss_rpn_cls": 0.05694455042248592, "loss_rpn_loc": 0.08194258967705537, "loss_sem_seg": 0.38181811943650246, "lr": 0.02, "mask_rcnn/accuracy": 0.8894699088732179, "mask_rcnn/false_negative": 0.10836546998080436, "mask_rcnn/false_positive": 0.11284286078998088, "roi_head/num_bg_samples": 470.75, "roi_head/num_fg_samples": 41.25, "rpn/num_neg_anchors": 235.5, "rpn/num_pos_anchors": 20.5, "time": 0.5620301119997748, "total_loss": 1.309719102908275} {"data_time": 0.012297158498768113, "eta_seconds": 130234.85306759445, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.35353501919766983, "fast_rcnn/fg_cls_accuracy": 0.5584223687201637, "iteration": 39399, "loss_box_reg": 0.23405337892472744, "loss_cls": 0.2218767055310309, "loss_mask": 0.26424025744199753, "loss_rpn_cls": 0.058965422824257985, "loss_rpn_loc": 0.08249608887126669, "loss_sem_seg": 0.3962967791594565, "lr": 0.02, "mask_rcnn/accuracy": 0.8733216136135638, "mask_rcnn/false_negative": 0.11476445843172267, "mask_rcnn/false_positive": 0.13199870937769664, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5615425169999071, "total_loss": 1.2608213587081991} {"data_time": 0.011942182001803303, "eta_seconds": 130235.67980189253, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.4392046802118744, "fast_rcnn/fg_cls_accuracy": 0.5292307692307692, "iteration": 39419, "loss_box_reg": 0.24661185522563756, "loss_cls": 0.24491284554824233, "loss_mask": 0.26967533957213163, "loss_rpn_cls": 0.05582854822569061, "loss_rpn_loc": 0.08207865193253383, "loss_sem_seg": 0.35005355067551136, "lr": 0.02, "mask_rcnn/accuracy": 0.8781750865591753, "mask_rcnn/false_negative": 0.08806906431020639, "mask_rcnn/false_positive": 0.14972676703406884, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5651062110009661, "total_loss": 1.2682659784331918} {"data_time": 0.013984501998493215, "eta_seconds": 130102.96696099296, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.3796551724137931, "fast_rcnn/fg_cls_accuracy": 0.5802622253720766, "iteration": 39439, "loss_box_reg": 0.22771382750943303, "loss_cls": 0.2294823124539107, "loss_mask": 0.2621932653710246, "loss_rpn_cls": 0.04270151567470748, "loss_rpn_loc": 0.06995519646079629, "loss_sem_seg": 0.36455899057909846, "lr": 0.02, "mask_rcnn/accuracy": 0.8939332603608819, "mask_rcnn/false_negative": 0.07347255989034224, "mask_rcnn/false_positive": 0.14849918354713598, "roi_head/num_bg_samples": 462.0, "roi_head/num_fg_samples": 50.0, "rpn/num_neg_anchors": 234.75, "rpn/num_pos_anchors": 21.25, "time": 0.563799616000324, "total_loss": 1.2209779220429482} {"data_time": 0.012268060998394503, "eta_seconds": 130085.37151030955, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.3540468472236746, "fast_rcnn/fg_cls_accuracy": 0.620917281942185, "iteration": 39459, "loss_box_reg": 0.2543526692315936, "loss_cls": 0.265197625849396, "loss_mask": 0.28606441151350737, "loss_rpn_cls": 0.050506096275057644, "loss_rpn_loc": 0.08976077969418839, "loss_sem_seg": 0.3521857769228518, "lr": 0.02, "mask_rcnn/accuracy": 0.8745454455913639, "mask_rcnn/false_negative": 0.10374355320433729, "mask_rcnn/false_positive": 0.13086458933516187, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5529054109993012, "total_loss": 1.3310574647039175} {"data_time": 0.012624904002223047, "eta_seconds": 130080.3954129929, "fast_rcnn/cls_accuracy": 0.91064453125, "fast_rcnn/false_negative": 0.465112123648709, "fast_rcnn/fg_cls_accuracy": 0.5073536128619713, "iteration": 39479, "loss_box_reg": 0.2623417996801436, "loss_cls": 0.25595768657512963, "loss_mask": 0.28137819562107325, "loss_rpn_cls": 0.05443857464706525, "loss_rpn_loc": 0.07921445681131445, "loss_sem_seg": 0.37555242411326617, "lr": 0.02, "mask_rcnn/accuracy": 0.8808753968722669, "mask_rcnn/false_negative": 0.1031121690094316, "mask_rcnn/false_positive": 0.13654005964170016, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5770495114993537, "total_loss": 1.3530483067734167} {"data_time": 0.013179694000427844, "eta_seconds": 130069.10963899289, "fast_rcnn/cls_accuracy": 0.91064453125, "fast_rcnn/false_negative": 0.42238149180899265, "fast_rcnn/fg_cls_accuracy": 0.5030902817275245, "iteration": 39499, "loss_box_reg": 0.26324919192120433, "loss_cls": 0.26081559155136347, "loss_mask": 0.2705255034379661, "loss_rpn_cls": 0.054062304086983204, "loss_rpn_loc": 0.09190627987845801, "loss_sem_seg": 0.36483689956367016, "lr": 0.02, "mask_rcnn/accuracy": 0.8837077305094423, "mask_rcnn/false_negative": 0.09929577999657385, "mask_rcnn/false_positive": 0.14952040093087232, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5644368489993212, "total_loss": 1.3230388789670542} {"data_time": 0.01189301449812774, "eta_seconds": 130057.82386499285, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.4365079365079365, "fast_rcnn/fg_cls_accuracy": 0.5513502370645228, "iteration": 39519, "loss_box_reg": 0.2471494402270764, "loss_cls": 0.24403769802302122, "loss_mask": 0.28426802810281515, "loss_rpn_cls": 0.04661441210191697, "loss_rpn_loc": 0.08221979171503335, "loss_sem_seg": 0.3999915150925517, "lr": 0.02, "mask_rcnn/accuracy": 0.8835811467444121, "mask_rcnn/false_negative": 0.09961174287358857, "mask_rcnn/false_positive": 0.13763833315590202, "roi_head/num_bg_samples": 457.75, "roi_head/num_fg_samples": 54.25, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5617093074997683, "total_loss": 1.308759014646057} {"data_time": 0.013393124998401618, "eta_seconds": 130046.53809099284, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.4464420180722891, "fast_rcnn/fg_cls_accuracy": 0.5057824803149606, "iteration": 39539, "loss_box_reg": 0.26542396238073707, "loss_cls": 0.253649536985904, "loss_mask": 0.28539308439940214, "loss_rpn_cls": 0.06039167463313788, "loss_rpn_loc": 0.09061350609408692, "loss_sem_seg": 0.38495759246870875, "lr": 0.02, "mask_rcnn/accuracy": 0.8622146959925253, "mask_rcnn/false_negative": 0.09945048924236319, "mask_rcnn/false_positive": 0.150976238983077, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5739191035008844, "total_loss": 1.3582811354426667} {"data_time": 0.012695998499111738, "eta_seconds": 130020.57622082422, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.36480349715643834, "fast_rcnn/fg_cls_accuracy": 0.564476061427281, "iteration": 39559, "loss_box_reg": 0.2469730651937425, "loss_cls": 0.25252027926035225, "loss_mask": 0.27034346107393503, "loss_rpn_cls": 0.052862878888845444, "loss_rpn_loc": 0.07980910548940301, "loss_sem_seg": 0.3526384341530502, "lr": 0.02, "mask_rcnn/accuracy": 0.8686021476125996, "mask_rcnn/false_negative": 0.11183996940860683, "mask_rcnn/false_positive": 0.1284799756335069, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5514937139996618, "total_loss": 1.2104870045441203} {"data_time": 0.011823443999674055, "eta_seconds": 130017.66015058942, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.35824367548706015, "fast_rcnn/fg_cls_accuracy": 0.6216224868741196, "iteration": 39579, "loss_box_reg": 0.2542284778319299, "loss_cls": 0.23140091029927135, "loss_mask": 0.2624805560335517, "loss_rpn_cls": 0.053041539795231074, "loss_rpn_loc": 0.09354043268831447, "loss_sem_seg": 0.36536871804855764, "lr": 0.02, "mask_rcnn/accuracy": 0.8927460218280068, "mask_rcnn/false_negative": 0.10109412523931012, "mask_rcnn/false_positive": 0.10378911435359166, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 0.5620948420000786, "total_loss": 1.2440155792428413} {"data_time": 0.012471179499698337, "eta_seconds": 129991.78731488797, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.3821877065432915, "fast_rcnn/fg_cls_accuracy": 0.5723384895359418, "iteration": 39599, "loss_box_reg": 0.2473593782633543, "loss_cls": 0.2464947453700006, "loss_mask": 0.27345103956758976, "loss_rpn_cls": 0.047797040722798556, "loss_rpn_loc": 0.07123641193902586, "loss_sem_seg": 0.4117637253366411, "lr": 0.02, "mask_rcnn/accuracy": 0.8945840854914626, "mask_rcnn/false_negative": 0.08433945799467171, "mask_rcnn/false_positive": 0.13713317150064652, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5592174595003598, "total_loss": 1.3084091878845356} {"data_time": 0.013607051500002854, "eta_seconds": 129970.43489860342, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.32595108695652175, "fast_rcnn/fg_cls_accuracy": 0.6044757033248083, "iteration": 39619, "loss_box_reg": 0.2342355316504836, "loss_cls": 0.2288833404891193, "loss_mask": 0.27106691850349307, "loss_rpn_cls": 0.05310218344675377, "loss_rpn_loc": 0.0734761705971323, "loss_sem_seg": 0.3506364719942212, "lr": 0.02, "mask_rcnn/accuracy": 0.8934466643800377, "mask_rcnn/false_negative": 0.09168182203478412, "mask_rcnn/false_positive": 0.11838115246956714, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5665861400011636, "total_loss": 1.1995101717911894} {"data_time": 0.012100067997380393, "eta_seconds": 129969.21939420796, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.35566534914361003, "fast_rcnn/fg_cls_accuracy": 0.6034549689440993, "iteration": 39639, "loss_box_reg": 0.24942636583000422, "loss_cls": 0.24332196870818734, "loss_mask": 0.26651744171977043, "loss_rpn_cls": 0.05229906665044837, "loss_rpn_loc": 0.0785640835238155, "loss_sem_seg": 0.34763096319511533, "lr": 0.02, "mask_rcnn/accuracy": 0.869672310468179, "mask_rcnn/false_negative": 0.11471612200576231, "mask_rcnn/false_positive": 0.13499760603691396, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.5666439334981987, "total_loss": 1.241653836768819} {"data_time": 0.01253231549890188, "eta_seconds": 129957.93543386795, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.3864015572858732, "fast_rcnn/fg_cls_accuracy": 0.5705964789349216, "iteration": 39659, "loss_box_reg": 0.25922566978260875, "loss_cls": 0.2354333670809865, "loss_mask": 0.28609327878803015, "loss_rpn_cls": 0.05459135156706907, "loss_rpn_loc": 0.07322954048868269, "loss_sem_seg": 0.3772387341596186, "lr": 0.02, "mask_rcnn/accuracy": 0.8864960245350586, "mask_rcnn/false_negative": 0.10162809230703657, "mask_rcnn/false_positive": 0.13123876694977515, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.566529592999359, "total_loss": 1.2836755880271085} {"data_time": 0.012100703499527299, "eta_seconds": 129977.40174557018, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.45232833464877664, "fast_rcnn/fg_cls_accuracy": 0.49858523119392684, "iteration": 39679, "loss_box_reg": 0.2586271446198225, "loss_cls": 0.24139373330399394, "loss_mask": 0.2792351730167866, "loss_rpn_cls": 0.05167267401702702, "loss_rpn_loc": 0.08436525540309958, "loss_sem_seg": 0.3550807083956897, "lr": 0.02, "mask_rcnn/accuracy": 0.8661528250851533, "mask_rcnn/false_negative": 0.1081887447949105, "mask_rcnn/false_positive": 0.12974627831713328, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5770039455001097, "total_loss": 1.3123730417864863} {"data_time": 0.01340709199939738, "eta_seconds": 129994.25421225163, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.3696969696969697, "fast_rcnn/fg_cls_accuracy": 0.60076054497947, "iteration": 39699, "loss_box_reg": 0.25078659504652023, "loss_cls": 0.24394045188091695, "loss_mask": 0.2816293961368501, "loss_rpn_cls": 0.05937452177749947, "loss_rpn_loc": 0.08534506004070863, "loss_sem_seg": 0.3888412653468549, "lr": 0.02, "mask_rcnn/accuracy": 0.8708463589870155, "mask_rcnn/false_negative": 0.10541497010469267, "mask_rcnn/false_positive": 0.16237841236910766, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5654957985025248, "total_loss": 1.3407199759967625} {"data_time": 0.01412570450156636, "eta_seconds": 129954.82848447014, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.35857142857142854, "fast_rcnn/fg_cls_accuracy": 0.5151006711409396, "iteration": 39719, "loss_box_reg": 0.24369724607095122, "loss_cls": 0.23264425760135055, "loss_mask": 0.2837094096466899, "loss_rpn_cls": 0.0518022535397904, "loss_rpn_loc": 0.06891725969035178, "loss_sem_seg": 0.3776742178015411, "lr": 0.02, "mask_rcnn/accuracy": 0.8819015887605042, "mask_rcnn/false_negative": 0.0935226027896369, "mask_rcnn/false_positive": 0.1429574931259736, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5521367224991991, "total_loss": 1.3092483292421093} {"data_time": 0.013401487000010093, "eta_seconds": 130006.85510932423, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3511692701196675, "fast_rcnn/fg_cls_accuracy": 0.5845401174168298, "iteration": 39739, "loss_box_reg": 0.2566096559166908, "loss_cls": 0.25332939997315407, "loss_mask": 0.2769684223458171, "loss_rpn_cls": 0.05035909728030674, "loss_rpn_loc": 0.0855373008234892, "loss_sem_seg": 0.35376123152673244, "lr": 0.02, "mask_rcnn/accuracy": 0.894610093350527, "mask_rcnn/false_negative": 0.1019169846043087, "mask_rcnn/false_positive": 0.13464733690171637, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5754892565000773, "total_loss": 1.285865784593625} {"data_time": 0.012590533000548021, "eta_seconds": 130029.64969835579, "fast_rcnn/cls_accuracy": 0.90966796875, "fast_rcnn/false_negative": 0.4899103139013453, "fast_rcnn/fg_cls_accuracy": 0.45099043715847, "iteration": 39759, "loss_box_reg": 0.24967821966856718, "loss_cls": 0.23400993971154094, "loss_mask": 0.27960426826030016, "loss_rpn_cls": 0.058567733140080236, "loss_rpn_loc": 0.09833858092315495, "loss_sem_seg": 0.38070438243448734, "lr": 0.02, "mask_rcnn/accuracy": 0.867254237760678, "mask_rcnn/false_negative": 0.11083644607800865, "mask_rcnn/false_positive": 0.14986177065877382, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.575645685001291, "total_loss": 1.3409775586915202} {"data_time": 0.013503375499567483, "eta_seconds": 129984.27084970417, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.44718309859154926, "fast_rcnn/fg_cls_accuracy": 0.4881063432835821, "iteration": 39779, "loss_box_reg": 0.24490544945001602, "loss_cls": 0.23930121958255768, "loss_mask": 0.2811977844685316, "loss_rpn_cls": 0.049969107582001016, "loss_rpn_loc": 0.0824537561275065, "loss_sem_seg": 0.3639276307076216, "lr": 0.02, "mask_rcnn/accuracy": 0.883881955394479, "mask_rcnn/false_negative": 0.10047641006310246, "mask_rcnn/false_positive": 0.1408642673293177, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5658392395016563, "total_loss": 1.2865923074277816} {"data_time": 0.01419751650064427, "eta_seconds": 129995.60229825317, "fast_rcnn/cls_accuracy": 0.90673828125, "fast_rcnn/false_negative": 0.41665949944095637, "fast_rcnn/fg_cls_accuracy": 0.48344370860927155, "iteration": 39799, "loss_box_reg": 0.264588369987905, "loss_cls": 0.235764485783875, "loss_mask": 0.2762232180684805, "loss_rpn_cls": 0.04757255193544552, "loss_rpn_loc": 0.07183548924513161, "loss_sem_seg": 0.35096582490950823, "lr": 0.02, "mask_rcnn/accuracy": 0.8713782287671898, "mask_rcnn/false_negative": 0.11243852642634772, "mask_rcnn/false_positive": 0.14530238914960106, "roi_head/num_bg_samples": 433.0, "roi_head/num_fg_samples": 79.0, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.5756606719987758, "total_loss": 1.2886427513149101} {"data_time": 0.012780019500496564, "eta_seconds": 129984.30820289318, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.34035087719298246, "fast_rcnn/fg_cls_accuracy": 0.6058823529411765, "iteration": 39819, "loss_box_reg": 0.2578292968682945, "loss_cls": 0.24729480827227235, "loss_mask": 0.27375435503199697, "loss_rpn_cls": 0.0514033290091902, "loss_rpn_loc": 0.07965606183279306, "loss_sem_seg": 0.3765823235735297, "lr": 0.02, "mask_rcnn/accuracy": 0.8760019956844444, "mask_rcnn/false_negative": 0.11672486326837063, "mask_rcnn/false_positive": 0.129762491942801, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5643665405004867, "total_loss": 1.2644680944504216} {"data_time": 0.012720427999738604, "eta_seconds": 129887.10870117001, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.354029304029304, "fast_rcnn/fg_cls_accuracy": 0.584015984015984, "iteration": 39839, "loss_box_reg": 0.2482187170535326, "loss_cls": 0.22973726643249393, "loss_mask": 0.277428824454546, "loss_rpn_cls": 0.05260684419772588, "loss_rpn_loc": 0.0840235133364331, "loss_sem_seg": 0.3712862650863826, "lr": 0.02, "mask_rcnn/accuracy": 0.8843653133567775, "mask_rcnn/false_negative": 0.09492447868472756, "mask_rcnn/false_positive": 0.12386569331440289, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5473474629998236, "total_loss": 1.2614558647037484} {"data_time": 0.014159783500872436, "eta_seconds": 129864.79728082861, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3942625031733943, "fast_rcnn/fg_cls_accuracy": 0.5975783475783476, "iteration": 39859, "loss_box_reg": 0.24676503567025065, "loss_cls": 0.23505947971716523, "loss_mask": 0.27923211082816124, "loss_rpn_cls": 0.05546841397881508, "loss_rpn_loc": 0.0899848608096363, "loss_sem_seg": 0.40197977144271135, "lr": 0.02, "mask_rcnn/accuracy": 0.8827269868079948, "mask_rcnn/false_negative": 0.08788181549584556, "mask_rcnn/false_positive": 0.12700142749417787, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5663552505011467, "total_loss": 1.3407984315999784} {"data_time": 0.012871821998487576, "eta_seconds": 129834.55987832409, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.40182038834951456, "fast_rcnn/fg_cls_accuracy": 0.5947289156626505, "iteration": 39879, "loss_box_reg": 0.25875965505838394, "loss_cls": 0.2597488749306649, "loss_mask": 0.2664629081264138, "loss_rpn_cls": 0.05367239151382819, "loss_rpn_loc": 0.08267588372109458, "loss_sem_seg": 0.4043797980993986, "lr": 0.02, "mask_rcnn/accuracy": 0.8787364055654624, "mask_rcnn/false_negative": 0.10247805200677103, "mask_rcnn/false_positive": 0.10596473796138975, "roi_head/num_bg_samples": 458.0, "roi_head/num_fg_samples": 54.0, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5628523785017023, "total_loss": 1.315079990949016} {"data_time": 0.012924929500513826, "eta_seconds": 129801.81881989248, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.34999132396321364, "fast_rcnn/fg_cls_accuracy": 0.6124676285608583, "iteration": 39899, "loss_box_reg": 0.2833022642880678, "loss_cls": 0.28044745908118784, "loss_mask": 0.2863997220993042, "loss_rpn_cls": 0.05143081542337313, "loss_rpn_loc": 0.07119952329958323, "loss_sem_seg": 0.32031483855098486, "lr": 0.02, "mask_rcnn/accuracy": 0.8909836391488506, "mask_rcnn/false_negative": 0.11001002001939164, "mask_rcnn/false_positive": 0.10704017608666178, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 234.25, "rpn/num_pos_anchors": 21.75, "time": 0.5596828535017266, "total_loss": 1.288692103989888} {"data_time": 0.01274172749981517, "eta_seconds": 129811.9918276241, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.4706044823232323, "fast_rcnn/fg_cls_accuracy": 0.4814191185158927, "iteration": 39919, "loss_box_reg": 0.25295267160981894, "loss_cls": 0.26353000244125724, "loss_mask": 0.2822899864986539, "loss_rpn_cls": 0.04854409201652743, "loss_rpn_loc": 0.08641749829985201, "loss_sem_seg": 0.35245381807908416, "lr": 0.02, "mask_rcnn/accuracy": 0.8696235741418278, "mask_rcnn/false_negative": 0.10282303969378737, "mask_rcnn/false_positive": 0.13775256663330032, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5661088580000069, "total_loss": 1.3107811649679206} {"data_time": 0.012370418002319639, "eta_seconds": 129779.25449921245, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.38868786897733765, "fast_rcnn/fg_cls_accuracy": 0.5802203414562965, "iteration": 39939, "loss_box_reg": 0.24793454259634018, "loss_cls": 0.22579288645647466, "loss_mask": 0.27820533514022827, "loss_rpn_cls": 0.04439547332003713, "loss_rpn_loc": 0.06570927682332695, "loss_sem_seg": 0.3858526973053813, "lr": 0.02, "mask_rcnn/accuracy": 0.8886014043560126, "mask_rcnn/false_negative": 0.0982951786751903, "mask_rcnn/false_positive": 0.1044368994255321, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.5473404015028791, "total_loss": 1.188762919016881} {"data_time": 0.012303392999456264, "eta_seconds": 129728.86640383089, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.35678369795342274, "fast_rcnn/fg_cls_accuracy": 0.6432163020465773, "iteration": 39959, "loss_box_reg": 0.2396093539427966, "loss_cls": 0.24111904972232878, "loss_mask": 0.29258885979652405, "loss_rpn_cls": 0.05322724336292595, "loss_rpn_loc": 0.08752196474233642, "loss_sem_seg": 0.39327446511015296, "lr": 0.02, "mask_rcnn/accuracy": 0.8874228668740223, "mask_rcnn/false_negative": 0.09339701251350456, "mask_rcnn/false_positive": 0.13640435212825686, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5602890815007413, "total_loss": 1.3577220474253409} {"data_time": 0.012767345000611385, "eta_seconds": 129634.40917464282, "fast_rcnn/cls_accuracy": 0.90771484375, "fast_rcnn/false_negative": 0.44012553532315535, "fast_rcnn/fg_cls_accuracy": 0.43220165661110543, "iteration": 39979, "loss_box_reg": 0.21349563472904265, "loss_cls": 0.2385047455318272, "loss_mask": 0.27482300251722336, "loss_rpn_cls": 0.055665479390881956, "loss_rpn_loc": 0.08531191491056234, "loss_sem_seg": 0.40336419735103846, "lr": 0.02, "mask_rcnn/accuracy": 0.881470985571648, "mask_rcnn/false_negative": 0.08729625391459922, "mask_rcnn/false_positive": 0.16258689560421175, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5457063480007491, "total_loss": 1.2881932891905308} {"data_time": 0.014320756501547294, "eta_seconds": 129636.78797547777, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.3531172948221205, "fast_rcnn/fg_cls_accuracy": 0.6237373737373737, "iteration": 39999, "loss_box_reg": 0.2429603599011898, "loss_cls": 0.24302920699119568, "loss_mask": 0.28752809297293425, "loss_rpn_cls": 0.05341837805463001, "loss_rpn_loc": 0.0746669914224185, "loss_sem_seg": 0.4264600947499275, "lr": 0.02, "mask_rcnn/accuracy": 0.8652031825274913, "mask_rcnn/false_negative": 0.11937010572143521, "mask_rcnn/false_positive": 0.1362523515597334, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5640547959992546, "total_loss": 1.2829445228271652} {"data_time": 0.01250741849980841, "eta_seconds": 129625.68084655999, "fast_rcnn/cls_accuracy": 0.91015625, "fast_rcnn/false_negative": 0.44929108796296297, "fast_rcnn/fg_cls_accuracy": 0.49388860887096775, "iteration": 40019, "loss_box_reg": 0.2351694842800498, "loss_cls": 0.2515251296572387, "loss_mask": 0.28087263787165284, "loss_rpn_cls": 0.05305016232887283, "loss_rpn_loc": 0.07606297102756798, "loss_sem_seg": 0.40046131890267134, "lr": 0.02, "mask_rcnn/accuracy": 0.8917376160990712, "mask_rcnn/false_negative": 0.08965070373023787, "mask_rcnn/false_positive": 0.15066763274666672, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5671171374997357, "total_loss": 1.2861129925586283} {"data_time": 0.012818021499697352, "eta_seconds": 129661.32234574942, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.33952107658816544, "fast_rcnn/fg_cls_accuracy": 0.5649408284023669, "iteration": 40039, "loss_box_reg": 0.260388039983809, "loss_cls": 0.24537292448803782, "loss_mask": 0.2653551013208926, "loss_rpn_cls": 0.044051314471289515, "loss_rpn_loc": 0.07665696579351788, "loss_sem_seg": 0.40982257574796677, "lr": 0.02, "mask_rcnn/accuracy": 0.8861930545842429, "mask_rcnn/false_negative": 0.08219301315182434, "mask_rcnn/false_positive": 0.13497402872600922, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5667186595001112, "total_loss": 1.2885958435945213} {"data_time": 0.012500881501182448, "eta_seconds": 129647.17299826816, "fast_rcnn/cls_accuracy": 0.95654296875, "fast_rcnn/false_negative": 0.366025641025641, "fast_rcnn/fg_cls_accuracy": 0.5979763387297634, "iteration": 40059, "loss_box_reg": 0.2233768436126411, "loss_cls": 0.23582750046625733, "loss_mask": 0.26840292289853096, "loss_rpn_cls": 0.04499757173471153, "loss_rpn_loc": 0.06580177476280369, "loss_sem_seg": 0.37762198131531477, "lr": 0.02, "mask_rcnn/accuracy": 0.8931938846967358, "mask_rcnn/false_negative": 0.09338336095713196, "mask_rcnn/false_positive": 0.11319894797778221, "roi_head/num_bg_samples": 462.25, "roi_head/num_fg_samples": 49.75, "rpn/num_neg_anchors": 236.25, "rpn/num_pos_anchors": 19.75, "time": 0.5625606699995842, "total_loss": 1.207366651040502} {"data_time": 0.013569338500019512, "eta_seconds": 129622.96487665418, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3848484848484849, "fast_rcnn/fg_cls_accuracy": 0.5486111111111112, "iteration": 40079, "loss_box_reg": 0.24023728189058602, "loss_cls": 0.25021597370505333, "loss_mask": 0.270029722712934, "loss_rpn_cls": 0.0485598456725711, "loss_rpn_loc": 0.07884328375803307, "loss_sem_seg": 0.37407222390174866, "lr": 0.02, "mask_rcnn/accuracy": 0.881544588580113, "mask_rcnn/false_negative": 0.10020430338215855, "mask_rcnn/false_positive": 0.15542905075593758, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5516722984993976, "total_loss": 1.2824875955557218} {"data_time": 0.013716674999159295, "eta_seconds": 129548.23044373056, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.4771125317596918, "fast_rcnn/fg_cls_accuracy": 0.44727891156462585, "iteration": 40099, "loss_box_reg": 0.25802047876641154, "loss_cls": 0.2539277458563447, "loss_mask": 0.2848478192463517, "loss_rpn_cls": 0.05249942047521472, "loss_rpn_loc": 0.08558870537672192, "loss_sem_seg": 0.41925940196961164, "lr": 0.02, "mask_rcnn/accuracy": 0.8632455104129425, "mask_rcnn/false_negative": 0.1246846960215984, "mask_rcnn/false_positive": 0.15717990689886197, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5489050800006225, "total_loss": 1.3672240146552213} {"data_time": 0.013236494998636772, "eta_seconds": 129579.87850682027, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3709204612077389, "fast_rcnn/fg_cls_accuracy": 0.5342261904761905, "iteration": 40119, "loss_box_reg": 0.2784256818704307, "loss_cls": 0.26554658357053995, "loss_mask": 0.285519199911505, "loss_rpn_cls": 0.04849967516202014, "loss_rpn_loc": 0.08786262234207243, "loss_sem_seg": 0.3556376975029707, "lr": 0.02, "mask_rcnn/accuracy": 0.8775293280577537, "mask_rcnn/false_negative": 0.09384641791132495, "mask_rcnn/false_positive": 0.14147101447476126, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5736000920005608, "total_loss": 1.3545329833286814} {"data_time": 0.01249800050027261, "eta_seconds": 129541.66721820402, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.32179054054054057, "fast_rcnn/fg_cls_accuracy": 0.6152941615648798, "iteration": 40139, "loss_box_reg": 0.2387361479923129, "loss_cls": 0.2198964289855212, "loss_mask": 0.2708828002214432, "loss_rpn_cls": 0.047054509428562596, "loss_rpn_loc": 0.08022777919541113, "loss_sem_seg": 0.3263881905004382, "lr": 0.02, "mask_rcnn/accuracy": 0.8894815207636453, "mask_rcnn/false_negative": 0.10298146049072081, "mask_rcnn/false_positive": 0.11567062836196118, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5560610695010837, "total_loss": 1.2579911492357496} {"data_time": 0.012268971999219502, "eta_seconds": 129530.39591361402, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.43599226975876315, "fast_rcnn/fg_cls_accuracy": 0.5064090950267234, "iteration": 40159, "loss_box_reg": 0.24968016264028847, "loss_cls": 0.23816075711511075, "loss_mask": 0.2767687635496259, "loss_rpn_cls": 0.04962739459006116, "loss_rpn_loc": 0.08291434322018176, "loss_sem_seg": 0.3678018720820546, "lr": 0.02, "mask_rcnn/accuracy": 0.8722264585181898, "mask_rcnn/false_negative": 0.0940010246026402, "mask_rcnn/false_positive": 0.17386100562139542, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5597636160000548, "total_loss": 1.2990177053434309} {"data_time": 0.012705508997896686, "eta_seconds": 129503.15078581042, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.387473620741634, "fast_rcnn/fg_cls_accuracy": 0.5797011207970113, "iteration": 40179, "loss_box_reg": 0.2606843104586005, "loss_cls": 0.24831853294745088, "loss_mask": 0.28926464868709445, "loss_rpn_cls": 0.048181128076976165, "loss_rpn_loc": 0.09177801961777732, "loss_sem_seg": 0.3322160402312875, "lr": 0.02, "mask_rcnn/accuracy": 0.8731979566524626, "mask_rcnn/false_negative": 0.11325408712746349, "mask_rcnn/false_positive": 0.1357652298763105, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.559021434000897, "total_loss": 1.2768302885815501} {"data_time": 0.011657106000711792, "eta_seconds": 129555.31226647417, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.3442697653223969, "fast_rcnn/fg_cls_accuracy": 0.5822197982001636, "iteration": 40199, "loss_box_reg": 0.23225570330396295, "loss_cls": 0.23704349482432008, "loss_mask": 0.27143288403749466, "loss_rpn_cls": 0.051773917220998555, "loss_rpn_loc": 0.07561062356398907, "loss_sem_seg": 0.36054459773004055, "lr": 0.02, "mask_rcnn/accuracy": 0.8740815337763013, "mask_rcnn/false_negative": 0.12808745907775843, "mask_rcnn/false_positive": 0.13545910350765716, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5758585795010731, "total_loss": 1.238227827649098} {"data_time": 0.012874240999735775, "eta_seconds": 129523.51026477033, "fast_rcnn/cls_accuracy": 0.9140625, "fast_rcnn/false_negative": 0.39650158314977973, "fast_rcnn/fg_cls_accuracy": 0.554945054945055, "iteration": 40219, "loss_box_reg": 0.2612762404605746, "loss_cls": 0.25517264008522034, "loss_mask": 0.28885029070079327, "loss_rpn_cls": 0.05271242163144052, "loss_rpn_loc": 0.08630589058157057, "loss_sem_seg": 0.37778934370726347, "lr": 0.02, "mask_rcnn/accuracy": 0.8672689790126688, "mask_rcnn/false_negative": 0.11659370485204765, "mask_rcnn/false_positive": 0.1547599569464877, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5685249809994275, "total_loss": 1.3543708657380193} {"data_time": 0.011416359000577359, "eta_seconds": 129501.68082140032, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.3583170890188434, "fast_rcnn/fg_cls_accuracy": 0.5815142304504006, "iteration": 40239, "loss_box_reg": 0.2611810900270939, "loss_cls": 0.26331294048577547, "loss_mask": 0.2805976802483201, "loss_rpn_cls": 0.05548927339259535, "loss_rpn_loc": 0.09092756011523306, "loss_sem_seg": 0.3784314654767513, "lr": 0.02, "mask_rcnn/accuracy": 0.8925973233731663, "mask_rcnn/false_negative": 0.10505322978493518, "mask_rcnn/false_positive": 0.13059850071858178, "roi_head/num_bg_samples": 461.75, "roi_head/num_fg_samples": 50.25, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5642435050012864, "total_loss": 1.311360542429611} {"data_time": 0.012782252999386401, "eta_seconds": 129487.82189748566, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.36796875, "fast_rcnn/fg_cls_accuracy": 0.5707006369426751, "iteration": 40259, "loss_box_reg": 0.2529714829288423, "loss_cls": 0.25191578082740307, "loss_mask": 0.2725040055811405, "loss_rpn_cls": 0.05482009610568639, "loss_rpn_loc": 0.08660084422444925, "loss_sem_seg": 0.4038248574361205, "lr": 0.02, "mask_rcnn/accuracy": 0.893876804648561, "mask_rcnn/false_negative": 0.08629803219333165, "mask_rcnn/false_positive": 0.12981325023424092, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.559546106000198, "total_loss": 1.3351369672454894} {"data_time": 0.012649094000153127, "eta_seconds": 129479.13536228039, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.38105337575114884, "fast_rcnn/fg_cls_accuracy": 0.5345220648102915, "iteration": 40279, "loss_box_reg": 0.2539680260233581, "loss_cls": 0.23727550683543086, "loss_mask": 0.2843247503042221, "loss_rpn_cls": 0.050478153745643795, "loss_rpn_loc": 0.08922604762483388, "loss_sem_seg": 0.3863461562432349, "lr": 0.02, "mask_rcnn/accuracy": 0.8906863226059655, "mask_rcnn/false_negative": 0.08797566479936125, "mask_rcnn/false_positive": 0.1298582011297246, "roi_head/num_bg_samples": 461.5, "roi_head/num_fg_samples": 50.5, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.5540570679986558, "total_loss": 1.304173844459001} {"data_time": 0.011838094500490115, "eta_seconds": 129498.93509132415, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.32875, "fast_rcnn/fg_cls_accuracy": 0.5138647257234156, "iteration": 40299, "loss_box_reg": 0.23672703048214316, "loss_cls": 0.23357816645875573, "loss_mask": 0.2694333354011178, "loss_rpn_cls": 0.049188674543984234, "loss_rpn_loc": 0.10002011328469962, "loss_sem_seg": 0.39173246547579765, "lr": 0.02, "mask_rcnn/accuracy": 0.8840080995593439, "mask_rcnn/false_negative": 0.10310034570559498, "mask_rcnn/false_positive": 0.13957036432298203, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5649767664999672, "total_loss": 1.2415471018175595} {"data_time": 0.013519231501049944, "eta_seconds": 129467.14202272039, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.32535282258064513, "fast_rcnn/fg_cls_accuracy": 0.6279796153213875, "iteration": 40319, "loss_box_reg": 0.24678440252318978, "loss_cls": 0.2194711877964437, "loss_mask": 0.2615426080301404, "loss_rpn_cls": 0.058466693793889135, "loss_rpn_loc": 0.07418509366107173, "loss_sem_seg": 0.34268095111474395, "lr": 0.02, "mask_rcnn/accuracy": 0.8875934081199666, "mask_rcnn/false_negative": 0.11209703469413226, "mask_rcnn/false_positive": 0.09541528786840686, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.5666623929992056, "total_loss": 1.214044935266429} {"data_time": 0.011863725500006694, "eta_seconds": 129512.23327003722, "fast_rcnn/cls_accuracy": 0.91162109375, "fast_rcnn/false_negative": 0.4007335700408655, "fast_rcnn/fg_cls_accuracy": 0.5607670077325626, "iteration": 40339, "loss_box_reg": 0.26428679190576077, "loss_cls": 0.24649342615157366, "loss_mask": 0.27905621100217104, "loss_rpn_cls": 0.052888620441081, "loss_rpn_loc": 0.07682279142318293, "loss_sem_seg": 0.36436158791184425, "lr": 0.02, "mask_rcnn/accuracy": 0.8887810504052984, "mask_rcnn/false_negative": 0.09289781291447274, "mask_rcnn/false_positive": 0.12595393506537117, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5705881060002866, "total_loss": 1.310248181282077} {"data_time": 0.012527633998615784, "eta_seconds": 129444.59472590042, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3492132867132867, "fast_rcnn/fg_cls_accuracy": 0.6397058823529411, "iteration": 40359, "loss_box_reg": 0.23719968600198627, "loss_cls": 0.23596604564227164, "loss_mask": 0.27378645027056336, "loss_rpn_cls": 0.051890425631427206, "loss_rpn_loc": 0.07092546738567762, "loss_sem_seg": 0.38093147426843643, "lr": 0.02, "mask_rcnn/accuracy": 0.8907656812725091, "mask_rcnn/false_negative": 0.0897762944670671, "mask_rcnn/false_positive": 0.1286087877578171, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.557997443500426, "total_loss": 1.2263722418429097} {"data_time": 0.013147063000360504, "eta_seconds": 129433.32107749043, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.41480677377333913, "fast_rcnn/fg_cls_accuracy": 0.5159574468085106, "iteration": 40379, "loss_box_reg": 0.2282144722994417, "loss_cls": 0.23117327177897096, "loss_mask": 0.2760858843103051, "loss_rpn_cls": 0.05475478427251801, "loss_rpn_loc": 0.07061897226958536, "loss_sem_seg": 0.36615893291309476, "lr": 0.02, "mask_rcnn/accuracy": 0.8873522700928016, "mask_rcnn/false_negative": 0.08629915049450039, "mask_rcnn/false_positive": 0.13658076246180811, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.5632079049973981, "total_loss": 1.2292870263918303} {"data_time": 0.012234114998136647, "eta_seconds": 129478.39759921718, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3530738582106754, "fast_rcnn/fg_cls_accuracy": 0.5691240979199095, "iteration": 40399, "loss_box_reg": 0.2455447860993445, "loss_cls": 0.2416349828708917, "loss_mask": 0.28621690440922976, "loss_rpn_cls": 0.05292827088851482, "loss_rpn_loc": 0.08341784903313965, "loss_sem_seg": 0.3811569670215249, "lr": 0.02, "mask_rcnn/accuracy": 0.8960571042893442, "mask_rcnn/false_negative": 0.09930174992505694, "mask_rcnn/false_positive": 0.11765730566807649, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.5659296319990972, "total_loss": 1.2666024541831575} {"data_time": 0.012824997998905019, "eta_seconds": 129500.32299763127, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.4794801641586867, "fast_rcnn/fg_cls_accuracy": 0.49719101123595505, "iteration": 40419, "loss_box_reg": 0.2612235052511096, "loss_cls": 0.2663605413399637, "loss_mask": 0.28243360202759504, "loss_rpn_cls": 0.06166310593835078, "loss_rpn_loc": 0.08025690013892017, "loss_sem_seg": 0.3954975171945989, "lr": 0.02, "mask_rcnn/accuracy": 0.8724568806784766, "mask_rcnn/false_negative": 0.10284798120713844, "mask_rcnn/false_positive": 0.14784145105367472, "roi_head/num_bg_samples": 460.0, "roi_head/num_fg_samples": 52.0, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5807557315001759, "total_loss": 1.3305029294861015} {"data_time": 0.012479713499487843, "eta_seconds": 129455.84048533715, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.3639815880322209, "fast_rcnn/fg_cls_accuracy": 0.5071995118974985, "iteration": 40439, "loss_box_reg": 0.24980841507203877, "loss_cls": 0.24375730194151402, "loss_mask": 0.2859682673588395, "loss_rpn_cls": 0.05016398505540565, "loss_rpn_loc": 0.07651435188017786, "loss_sem_seg": 0.38549400586634874, "lr": 0.02, "mask_rcnn/accuracy": 0.8737116490891659, "mask_rcnn/false_negative": 0.12059519509228155, "mask_rcnn/false_positive": 0.14830517730601464, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.554864596499101, "total_loss": 1.2597590046643745} {"data_time": 0.012245511999935843, "eta_seconds": 129481.30409692733, "fast_rcnn/cls_accuracy": 0.91357421875, "fast_rcnn/false_negative": 0.42081447963800905, "fast_rcnn/fg_cls_accuracy": 0.5618627450980392, "iteration": 40459, "loss_box_reg": 0.24850956164300442, "loss_cls": 0.25340237375348806, "loss_mask": 0.2858087867498398, "loss_rpn_cls": 0.05068193544866517, "loss_rpn_loc": 0.0762938747939188, "loss_sem_seg": 0.36757269594818354, "lr": 0.02, "mask_rcnn/accuracy": 0.8711936362382791, "mask_rcnn/false_negative": 0.11226927489208244, "mask_rcnn/false_positive": 0.13080948699612469, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 207.0, "rpn/num_pos_anchors": 49.0, "time": 0.5653478514996095, "total_loss": 1.2852869160706177} {"data_time": 0.012167187000159174, "eta_seconds": 129474.63617003204, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.3616161616161616, "fast_rcnn/fg_cls_accuracy": 0.5778533635676493, "iteration": 40479, "loss_box_reg": 0.26056447345763445, "loss_cls": 0.2588407201692462, "loss_mask": 0.29255438270047307, "loss_rpn_cls": 0.06074461166281253, "loss_rpn_loc": 0.09137446345994249, "loss_sem_seg": 0.3843309320509434, "lr": 0.02, "mask_rcnn/accuracy": 0.8831826178311626, "mask_rcnn/false_negative": 0.1070311077952984, "mask_rcnn/false_positive": 0.12531498530357899, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.579900622000423, "total_loss": 1.335078090429306} {"data_time": 0.013496004499756964, "eta_seconds": 129455.19719959132, "fast_rcnn/cls_accuracy": 0.90234375, "fast_rcnn/false_negative": 0.45051979650519797, "fast_rcnn/fg_cls_accuracy": 0.4517625231910946, "iteration": 40499, "loss_box_reg": 0.23922172328457236, "loss_cls": 0.24749854858964682, "loss_mask": 0.26950614247471094, "loss_rpn_cls": 0.054838661570101976, "loss_rpn_loc": 0.07542992629169021, "loss_sem_seg": 0.339512063190341, "lr": 0.02, "mask_rcnn/accuracy": 0.872168663274969, "mask_rcnn/false_negative": 0.10690181118071676, "mask_rcnn/false_positive": 0.17678905395461053, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.5588489704987296, "total_loss": 1.2740162715490442} {"data_time": 0.013119425499098725, "eta_seconds": 129447.45882202736, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.3874077800134138, "fast_rcnn/fg_cls_accuracy": 0.5287903893951946, "iteration": 40519, "loss_box_reg": 0.2620040341280401, "loss_cls": 0.2608805154450238, "loss_mask": 0.28882487677037716, "loss_rpn_cls": 0.059845892421435565, "loss_rpn_loc": 0.09083053818903863, "loss_sem_seg": 0.33479590341448784, "lr": 0.02, "mask_rcnn/accuracy": 0.874360632183908, "mask_rcnn/false_negative": 0.12145079553860899, "mask_rcnn/false_positive": 0.12431919708374164, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5675501964997238, "total_loss": 1.3039982001064345} {"data_time": 0.012657950001084828, "eta_seconds": 129425.48682023578, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.34046283309957925, "fast_rcnn/fg_cls_accuracy": 0.6317941317941318, "iteration": 40539, "loss_box_reg": 0.2533588095102459, "loss_cls": 0.23881617281585932, "loss_mask": 0.2718410398811102, "loss_rpn_cls": 0.056114575010724366, "loss_rpn_loc": 0.0803808351047337, "loss_sem_seg": 0.4193464554846287, "lr": 0.02, "mask_rcnn/accuracy": 0.8822460544810775, "mask_rcnn/false_negative": 0.10523025909909034, "mask_rcnn/false_positive": 0.12392626503858765, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5710053789989615, "total_loss": 1.3608531266218051} {"data_time": 0.012715613998807385, "eta_seconds": 129424.89530542737, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3658189838435374, "fast_rcnn/fg_cls_accuracy": 0.5538383152173914, "iteration": 40559, "loss_box_reg": 0.2659246870316565, "loss_cls": 0.24491028883494437, "loss_mask": 0.2705408092588186, "loss_rpn_cls": 0.057838470791466534, "loss_rpn_loc": 0.08786078730554436, "loss_sem_seg": 0.4092823090031743, "lr": 0.02, "mask_rcnn/accuracy": 0.8674864477040817, "mask_rcnn/false_negative": 0.11087815246939398, "mask_rcnn/false_positive": 0.15429880513571714, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5614707164986612, "total_loss": 1.3834180373960407} {"data_time": 0.012708842497886508, "eta_seconds": 129402.92516717574, "fast_rcnn/cls_accuracy": 0.91064453125, "fast_rcnn/false_negative": 0.4225591715976331, "fast_rcnn/fg_cls_accuracy": 0.5643363728470112, "iteration": 40579, "loss_box_reg": 0.25451911613345146, "loss_cls": 0.25389578379690647, "loss_mask": 0.2933769328519702, "loss_rpn_cls": 0.052635277272202075, "loss_rpn_loc": 0.07383861014386639, "loss_sem_seg": 0.38901926577091217, "lr": 0.02, "mask_rcnn/accuracy": 0.8842012846805389, "mask_rcnn/false_negative": 0.11146353489890137, "mask_rcnn/false_positive": 0.12720256368050892, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.5566321919995971, "total_loss": 1.3381949054601137} {"data_time": 0.01236767249974946, "eta_seconds": 129398.78995204138, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.4195488721804511, "fast_rcnn/fg_cls_accuracy": 0.5216049382716049, "iteration": 40599, "loss_box_reg": 0.24356098822318017, "loss_cls": 0.2319088764488697, "loss_mask": 0.2739210929721594, "loss_rpn_cls": 0.054875019239261746, "loss_rpn_loc": 0.08634167723357677, "loss_sem_seg": 0.37199232121929526, "lr": 0.02, "mask_rcnn/accuracy": 0.8788810260946485, "mask_rcnn/false_negative": 0.08845346750973045, "mask_rcnn/false_positive": 0.1306732177175195, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5665710195007705, "total_loss": 1.2955193086527288} {"data_time": 0.012824667499444331, "eta_seconds": 129354.33347287701, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.37231182795698925, "fast_rcnn/fg_cls_accuracy": 0.5746975806451613, "iteration": 40619, "loss_box_reg": 0.22094199480488896, "loss_cls": 0.21326507162302732, "loss_mask": 0.27316894568502903, "loss_rpn_cls": 0.05553035804769024, "loss_rpn_loc": 0.0723324099672027, "loss_sem_seg": 0.3518923914525658, "lr": 0.02, "mask_rcnn/accuracy": 0.9038299380757087, "mask_rcnn/false_negative": 0.09051047129299167, "mask_rcnn/false_positive": 0.11157637512713547, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 235.25, "rpn/num_pos_anchors": 20.75, "time": 0.5612682635019155, "total_loss": 1.2417734357295558} {"data_time": 0.012851313500505057, "eta_seconds": 129343.054915937, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.4798542837078652, "fast_rcnn/fg_cls_accuracy": 0.5134304775280899, "iteration": 40639, "loss_box_reg": 0.24842003593221307, "loss_cls": 0.24791753734461963, "loss_mask": 0.2701965318992734, "loss_rpn_cls": 0.0440629170043394, "loss_rpn_loc": 0.06598647031933069, "loss_sem_seg": 0.3976533403620124, "lr": 0.02, "mask_rcnn/accuracy": 0.886738321044457, "mask_rcnn/false_negative": 0.10100008476217615, "mask_rcnn/false_positive": 0.14096859800511718, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5665927564987214, "total_loss": 1.2592792367795482} {"data_time": 0.013414111501333537, "eta_seconds": 129262.37180908614, "fast_rcnn/cls_accuracy": 0.91064453125, "fast_rcnn/false_negative": 0.3973214285714286, "fast_rcnn/fg_cls_accuracy": 0.5769246031746031, "iteration": 40659, "loss_box_reg": 0.24996822886168957, "loss_cls": 0.23640004452317953, "loss_mask": 0.28237887658178806, "loss_rpn_cls": 0.059360890300013125, "loss_rpn_loc": 0.09049794403836131, "loss_sem_seg": 0.39799924986436963, "lr": 0.02, "mask_rcnn/accuracy": 0.8695760109782827, "mask_rcnn/false_negative": 0.1067372418639144, "mask_rcnn/false_positive": 0.15280249892899106, "roi_head/num_bg_samples": 432.75, "roi_head/num_fg_samples": 79.25, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.5648287780004466, "total_loss": 1.3509159932145849} {"data_time": 0.01268715849982982, "eta_seconds": 129240.4134048815, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.3527487262000536, "fast_rcnn/fg_cls_accuracy": 0.6156566722972974, "iteration": 40679, "loss_box_reg": 0.25876334123313427, "loss_cls": 0.23055519722402096, "loss_mask": 0.2713696463033557, "loss_rpn_cls": 0.06385762745048851, "loss_rpn_loc": 0.09759148105513304, "loss_sem_seg": 0.3646158832125366, "lr": 0.02, "mask_rcnn/accuracy": 0.8849369679064287, "mask_rcnn/false_negative": 0.10708874394384324, "mask_rcnn/false_positive": 0.12322360218647466, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5774190280008042, "total_loss": 1.2955293851264287} {"data_time": 0.013198329999795533, "eta_seconds": 129193.63480229993, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.3970401691331924, "fast_rcnn/fg_cls_accuracy": 0.5742424242424242, "iteration": 40699, "loss_box_reg": 0.2582429884932935, "loss_cls": 0.2568311970680952, "loss_mask": 0.28138081915676594, "loss_rpn_cls": 0.05651889671571553, "loss_rpn_loc": 0.09166411191108637, "loss_sem_seg": 0.36875379271805286, "lr": 0.02, "mask_rcnn/accuracy": 0.8823354630892585, "mask_rcnn/false_negative": 0.10137446305671649, "mask_rcnn/false_positive": 0.12559042984979446, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.5650625304988353, "total_loss": 1.2866856131586246} {"data_time": 0.01180247950105695, "eta_seconds": 129204.31917965498, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.39680672268907563, "fast_rcnn/fg_cls_accuracy": 0.5691347011596788, "iteration": 40719, "loss_box_reg": 0.26061381213366985, "loss_cls": 0.23068432044237852, "loss_mask": 0.28041182458400726, "loss_rpn_cls": 0.054644065799948294, "loss_rpn_loc": 0.08231225649069529, "loss_sem_seg": 0.36613979656249285, "lr": 0.02, "mask_rcnn/accuracy": 0.8579932398640546, "mask_rcnn/false_negative": 0.10461018668798915, "mask_rcnn/false_positive": 0.14522889435099387, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5595073035001406, "total_loss": 1.2614244892902207} {"data_time": 0.013248494500658126, "eta_seconds": 129086.41663237706, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.37725935266918875, "fast_rcnn/fg_cls_accuracy": 0.5542755870624723, "iteration": 40739, "loss_box_reg": 0.25572242867201567, "loss_cls": 0.24005644442513585, "loss_mask": 0.2806241759099066, "loss_rpn_cls": 0.04917969007510692, "loss_rpn_loc": 0.078546060147346, "loss_sem_seg": 0.41394380759447813, "lr": 0.02, "mask_rcnn/accuracy": 0.8878869612281706, "mask_rcnn/false_negative": 0.09689863282642079, "mask_rcnn/false_positive": 0.12340379141588234, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5530475004998152, "total_loss": 1.292689535941463} {"data_time": 0.013382277500568307, "eta_seconds": 129097.4730723204, "fast_rcnn/cls_accuracy": 0.90771484375, "fast_rcnn/false_negative": 0.5246611445783133, "fast_rcnn/fg_cls_accuracy": 0.4345034246575342, "iteration": 40759, "loss_box_reg": 0.2511344295926392, "loss_cls": 0.25522527657449245, "loss_mask": 0.29937614873051643, "loss_rpn_cls": 0.05582175456220284, "loss_rpn_loc": 0.0961738673504442, "loss_sem_seg": 0.3883035583421588, "lr": 0.02, "mask_rcnn/accuracy": 0.8639881562987546, "mask_rcnn/false_negative": 0.0977055251692688, "mask_rcnn/false_positive": 0.16458577953096376, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.5670765169998049, "total_loss": 1.379278291715309} {"data_time": 0.012712395500784623, "eta_seconds": 129043.26995316266, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3605442176870748, "fast_rcnn/fg_cls_accuracy": 0.6079484425349087, "iteration": 40779, "loss_box_reg": 0.22549291094765067, "loss_cls": 0.23264166479930282, "loss_mask": 0.27898827381432056, "loss_rpn_cls": 0.05447774741332978, "loss_rpn_loc": 0.08036056696437299, "loss_sem_seg": 0.3397187381051481, "lr": 0.02, "mask_rcnn/accuracy": 0.8739914537402829, "mask_rcnn/false_negative": 0.12467768590562509, "mask_rcnn/false_positive": 0.13014054332968322, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5644036065004912, "total_loss": 1.1846981176640838} {"data_time": 0.012101878999601468, "eta_seconds": 129006.32800496867, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.35872735307114445, "fast_rcnn/fg_cls_accuracy": 0.5898942420681551, "iteration": 40799, "loss_box_reg": 0.260523964650929, "loss_cls": 0.24107006890699267, "loss_mask": 0.27080637589097023, "loss_rpn_cls": 0.06156732776435092, "loss_rpn_loc": 0.09162614023080096, "loss_sem_seg": 0.35909576900303364, "lr": 0.02, "mask_rcnn/accuracy": 0.8886626338968423, "mask_rcnn/false_negative": 0.10927768369492086, "mask_rcnn/false_positive": 0.11956044014365257, "roi_head/num_bg_samples": 461.0, "roi_head/num_fg_samples": 51.0, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5719064629993227, "total_loss": 1.295039939286653} {"data_time": 0.01319336450069386, "eta_seconds": 129020.7513759026, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3344565322037162, "fast_rcnn/fg_cls_accuracy": 0.610767759261303, "iteration": 40819, "loss_box_reg": 0.24308239808306098, "loss_cls": 0.2518853712826967, "loss_mask": 0.2864208538085222, "loss_rpn_cls": 0.05506278423126787, "loss_rpn_loc": 0.07422497274819762, "loss_sem_seg": 0.34479990671388805, "lr": 0.02, "mask_rcnn/accuracy": 0.8866246673494573, "mask_rcnn/false_negative": 0.0954361883928295, "mask_rcnn/false_positive": 0.14105429932016694, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5648201325002447, "total_loss": 1.2335883873747662} {"data_time": 0.013615650499559706, "eta_seconds": 129085.73968092426, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.39028369186528783, "fast_rcnn/fg_cls_accuracy": 0.5592224818276219, "iteration": 40839, "loss_box_reg": 0.2666133106686175, "loss_cls": 0.24187070806510746, "loss_mask": 0.2774012014269829, "loss_rpn_cls": 0.05030207382515073, "loss_rpn_loc": 0.07572999910917133, "loss_sem_seg": 0.3494783854112029, "lr": 0.02, "mask_rcnn/accuracy": 0.8845332910840944, "mask_rcnn/false_negative": 0.07930273567780866, "mask_rcnn/false_positive": 0.16063630974159182, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5589423469991743, "total_loss": 1.2702834449592046} {"data_time": 0.013014742498853593, "eta_seconds": 129041.15789612054, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.37063740856844307, "fast_rcnn/fg_cls_accuracy": 0.5899474557522124, "iteration": 40859, "loss_box_reg": 0.24945178721100092, "loss_cls": 0.22686537960544229, "loss_mask": 0.27699276246130466, "loss_rpn_cls": 0.0581829069997184, "loss_rpn_loc": 0.08469852109556086, "loss_sem_seg": 0.36595314741134644, "lr": 0.02, "mask_rcnn/accuracy": 0.8792224280179092, "mask_rcnn/false_negative": 0.09789029838473126, "mask_rcnn/false_positive": 0.14745647583381596, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5673291024995706, "total_loss": 1.3091875297541264} {"data_time": 0.012707322001006105, "eta_seconds": 129105.80688707592, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.41592071611253195, "fast_rcnn/fg_cls_accuracy": 0.5635610766045549, "iteration": 40879, "loss_box_reg": 0.26175625855103135, "loss_cls": 0.2556837876327336, "loss_mask": 0.2929561957716942, "loss_rpn_cls": 0.04571613983716816, "loss_rpn_loc": 0.07503868857747875, "loss_sem_seg": 0.38156922813504934, "lr": 0.02, "mask_rcnn/accuracy": 0.8777159298161534, "mask_rcnn/false_negative": 0.11103146119252039, "mask_rcnn/false_positive": 0.15232497057326144, "roi_head/num_bg_samples": 460.75, "roi_head/num_fg_samples": 51.25, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5649959689999378, "total_loss": 1.2905822168977465} {"data_time": 0.01234876850139699, "eta_seconds": 129131.43153579264, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.38356055802155997, "fast_rcnn/fg_cls_accuracy": 0.5484022556390977, "iteration": 40899, "loss_box_reg": 0.24765148479491472, "loss_cls": 0.25682476023212075, "loss_mask": 0.2701146434992552, "loss_rpn_cls": 0.04694174634641968, "loss_rpn_loc": 0.09164282347774133, "loss_sem_seg": 0.36802873108536005, "lr": 0.02, "mask_rcnn/accuracy": 0.8745366310586735, "mask_rcnn/false_negative": 0.11907945298815334, "mask_rcnn/false_positive": 0.13624366140900085, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.566962164501092, "total_loss": 1.2761947374674492} {"data_time": 0.011787935001848382, "eta_seconds": 129120.15865339267, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.40440251572327046, "fast_rcnn/fg_cls_accuracy": 0.5406918087917367, "iteration": 40919, "loss_box_reg": 0.2645942661911249, "loss_cls": 0.24547770153731108, "loss_mask": 0.279769079759717, "loss_rpn_cls": 0.060459126136265695, "loss_rpn_loc": 0.09608703691628762, "loss_sem_seg": 0.3880337346345186, "lr": 0.02, "mask_rcnn/accuracy": 0.8906487314026734, "mask_rcnn/false_negative": 0.09322856479060064, "mask_rcnn/false_positive": 0.11525042922050216, "roi_head/num_bg_samples": 458.0, "roi_head/num_fg_samples": 54.0, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5693181440001354, "total_loss": 1.349643902911339} {"data_time": 0.011373972000001231, "eta_seconds": 129208.55296136951, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.4641428571428572, "fast_rcnn/fg_cls_accuracy": 0.48236815920398013, "iteration": 40939, "loss_box_reg": 0.2508633660618216, "loss_cls": 0.25549479061737657, "loss_mask": 0.27963269781321287, "loss_rpn_cls": 0.05499564699130133, "loss_rpn_loc": 0.07346403089468367, "loss_sem_seg": 0.3719422719441354, "lr": 0.02, "mask_rcnn/accuracy": 0.8662406092200946, "mask_rcnn/false_negative": 0.11464946262732409, "mask_rcnn/false_positive": 0.13706081230465006, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.5734820184989076, "total_loss": 1.2927416372695006} {"data_time": 0.011687972999425256, "eta_seconds": 129203.9250180322, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.3846315494536285, "fast_rcnn/fg_cls_accuracy": 0.5636363636363636, "iteration": 40959, "loss_box_reg": 0.23952210263814777, "loss_cls": 0.2310769772157073, "loss_mask": 0.2611588519066572, "loss_rpn_cls": 0.046889091026969254, "loss_rpn_loc": 0.06830861317575909, "loss_sem_seg": 0.35954112466424704, "lr": 0.02, "mask_rcnn/accuracy": 0.8866236329696714, "mask_rcnn/false_negative": 0.10766648717156149, "mask_rcnn/false_positive": 0.1195127441463271, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.5633963665004558, "total_loss": 1.2414664946263656} {"data_time": 0.013381526499870233, "eta_seconds": 129226.41657889803, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.39887820512820515, "fast_rcnn/fg_cls_accuracy": 0.5700112107623319, "iteration": 40979, "loss_box_reg": 0.24306603032164276, "loss_cls": 0.24937866954132915, "loss_mask": 0.2835642611607909, "loss_rpn_cls": 0.053375383315142244, "loss_rpn_loc": 0.07817585323937237, "loss_sem_seg": 0.3727773753926158, "lr": 0.02, "mask_rcnn/accuracy": 0.8766021384670071, "mask_rcnn/false_negative": 0.1274340184816752, "mask_rcnn/false_positive": 0.13207443974935512, "roi_head/num_bg_samples": 468.5, "roi_head/num_fg_samples": 43.5, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5671477129999403, "total_loss": 1.273599058506079} {"data_time": 0.012320922000071732, "eta_seconds": 129208.8342799629, "fast_rcnn/cls_accuracy": 0.90625, "fast_rcnn/false_negative": 0.4301477211313277, "fast_rcnn/fg_cls_accuracy": 0.5061214140828745, "iteration": 40999, "loss_box_reg": 0.26226864429190755, "loss_cls": 0.25729394471272826, "loss_mask": 0.28605650272220373, "loss_rpn_cls": 0.055726200400386006, "loss_rpn_loc": 0.07025770784821361, "loss_sem_seg": 0.37963771261274815, "lr": 0.02, "mask_rcnn/accuracy": 0.8541656199695229, "mask_rcnn/false_negative": 0.1101936740470819, "mask_rcnn/false_positive": 0.15670497532224437, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5635146554996027, "total_loss": 1.360043773718644} {"data_time": 0.012573837000672938, "eta_seconds": 129189.78359495694, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.41076615831517793, "fast_rcnn/fg_cls_accuracy": 0.5493295019157088, "iteration": 41019, "loss_box_reg": 0.24947675969451666, "loss_cls": 0.2574028146918863, "loss_mask": 0.2737221457064152, "loss_rpn_cls": 0.04880748060531914, "loss_rpn_loc": 0.07470029313117266, "loss_sem_seg": 0.37637316063046455, "lr": 0.02, "mask_rcnn/accuracy": 0.8822687569206005, "mask_rcnn/false_negative": 0.09726579654185896, "mask_rcnn/false_positive": 0.14651628679318413, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 235.75, "rpn/num_pos_anchors": 20.25, "time": 0.5577897180010041, "total_loss": 1.2660180018865503} {"data_time": 0.012050183499013656, "eta_seconds": 129170.88515227263, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.40588863750628457, "fast_rcnn/fg_cls_accuracy": 0.5409623619562768, "iteration": 41039, "loss_box_reg": 0.2687255013734102, "loss_cls": 0.24907157849520445, "loss_mask": 0.2897634617984295, "loss_rpn_cls": 0.05015256907790899, "loss_rpn_loc": 0.07533597230212763, "loss_sem_seg": 0.3994601173326373, "lr": 0.02, "mask_rcnn/accuracy": 0.8707441905333562, "mask_rcnn/false_negative": 0.10112656368529366, "mask_rcnn/false_positive": 0.13479484814543757, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5666271430000052, "total_loss": 1.3366178323049098} {"data_time": 0.012963197499630041, "eta_seconds": 129174.98058475285, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.4180911680911681, "fast_rcnn/fg_cls_accuracy": 0.5231481481481481, "iteration": 41059, "loss_box_reg": 0.2464477812172845, "loss_cls": 0.2443346215877682, "loss_mask": 0.27654316974803805, "loss_rpn_cls": 0.05589369985682424, "loss_rpn_loc": 0.061052628414472565, "loss_sem_seg": 0.3368682158179581, "lr": 0.02, "mask_rcnn/accuracy": 0.889753803412618, "mask_rcnn/false_negative": 0.12018974830417864, "mask_rcnn/false_positive": 0.09808585954539044, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5681559954991826, "total_loss": 1.2493407797737746} {"data_time": 0.011673704500935855, "eta_seconds": 129344.16360027298, "fast_rcnn/cls_accuracy": 0.8974609375, "fast_rcnn/false_negative": 0.48846929568494246, "fast_rcnn/fg_cls_accuracy": 0.46321652355534926, "iteration": 41079, "loss_box_reg": 0.26553800888359547, "loss_cls": 0.28182556573301554, "loss_mask": 0.2853133613243699, "loss_rpn_cls": 0.051358485128730536, "loss_rpn_loc": 0.07810022687772289, "loss_sem_seg": 0.3703205161727965, "lr": 0.02, "mask_rcnn/accuracy": 0.8801879570663063, "mask_rcnn/false_negative": 0.10471308204583057, "mask_rcnn/false_positive": 0.14888235756378332, "roi_head/num_bg_samples": 431.5, "roi_head/num_fg_samples": 80.5, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.5821092485020927, "total_loss": 1.3552708079805598} {"data_time": 0.012106066500564339, "eta_seconds": 129404.04678771322, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.38278101209135695, "fast_rcnn/fg_cls_accuracy": 0.5842911877394636, "iteration": 41099, "loss_box_reg": 0.24598143168259412, "loss_cls": 0.23895058687776327, "loss_mask": 0.26673081424087286, "loss_rpn_cls": 0.04541159130167216, "loss_rpn_loc": 0.06997811704059131, "loss_sem_seg": 0.33836239599622786, "lr": 0.02, "mask_rcnn/accuracy": 0.8925112636446852, "mask_rcnn/false_negative": 0.09924379251980348, "mask_rcnn/false_positive": 0.1224329570836481, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5597817825000675, "total_loss": 1.1738707359472755} {"data_time": 0.012820184500014875, "eta_seconds": 129344.04545978132, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.32357948499680783, "fast_rcnn/fg_cls_accuracy": 0.6040249433106577, "iteration": 41119, "loss_box_reg": 0.24711591843515635, "loss_cls": 0.258738613454625, "loss_mask": 0.26245007291436195, "loss_rpn_cls": 0.049966862905421294, "loss_rpn_loc": 0.09669337689410895, "loss_sem_seg": 0.4149229545146227, "lr": 0.02, "mask_rcnn/accuracy": 0.9077235788479467, "mask_rcnn/false_negative": 0.08659542774060147, "mask_rcnn/false_positive": 0.11754910691965531, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 234.5, "rpn/num_pos_anchors": 21.5, "time": 0.5607593724998878, "total_loss": 1.3492020992125617} {"data_time": 0.013264281500596553, "eta_seconds": 129381.43368479314, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.3555317907835893, "fast_rcnn/fg_cls_accuracy": 0.5703034402783147, "iteration": 41139, "loss_box_reg": 0.25379698909819126, "loss_cls": 0.2569787516258657, "loss_mask": 0.272979817353189, "loss_rpn_cls": 0.050025103031657636, "loss_rpn_loc": 0.08721593892551027, "loss_sem_seg": 0.3524398859590292, "lr": 0.02, "mask_rcnn/accuracy": 0.8817588661338662, "mask_rcnn/false_negative": 0.10168051150498889, "mask_rcnn/false_positive": 0.1384506350952785, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 0.5669866834996355, "total_loss": 1.2794856387772597} {"data_time": 0.012521593500423478, "eta_seconds": 129386.71913544774, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.3772810218978102, "fast_rcnn/fg_cls_accuracy": 0.4911658366873593, "iteration": 41159, "loss_box_reg": 0.23050687834620476, "loss_cls": 0.23757727537304163, "loss_mask": 0.2765958718955517, "loss_rpn_cls": 0.05372146802255884, "loss_rpn_loc": 0.06377067425637506, "loss_sem_seg": 0.35665033711120486, "lr": 0.02, "mask_rcnn/accuracy": 0.8786086101107109, "mask_rcnn/false_negative": 0.13038605720734497, "mask_rcnn/false_positive": 0.12798611774940236, "roi_head/num_bg_samples": 465.0, "roi_head/num_fg_samples": 47.0, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.558136175499385, "total_loss": 1.2240484624053352} {"data_time": 0.012949893500262988, "eta_seconds": 129443.57999902243, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.3912757118249063, "fast_rcnn/fg_cls_accuracy": 0.567420918956361, "iteration": 41179, "loss_box_reg": 0.23934272397309542, "loss_cls": 0.24048525770194829, "loss_mask": 0.2620799718424678, "loss_rpn_cls": 0.05096710045472719, "loss_rpn_loc": 0.07158580931718461, "loss_sem_seg": 0.38203488709405065, "lr": 0.02, "mask_rcnn/accuracy": 0.8966084840322724, "mask_rcnn/false_negative": 0.0915316455706771, "mask_rcnn/false_positive": 0.11457639166606992, "roi_head/num_bg_samples": 462.75, "roi_head/num_fg_samples": 49.25, "rpn/num_neg_anchors": 234.5, "rpn/num_pos_anchors": 21.5, "time": 0.5667524765012786, "total_loss": 1.2158136149664642} {"data_time": 0.012340104000031715, "eta_seconds": 129356.57054578609, "fast_rcnn/cls_accuracy": 0.91015625, "fast_rcnn/false_negative": 0.4675754873232259, "fast_rcnn/fg_cls_accuracy": 0.48135212294235563, "iteration": 41199, "loss_box_reg": 0.25570289324969053, "loss_cls": 0.26271927170455456, "loss_mask": 0.28564817924052477, "loss_rpn_cls": 0.06392200425034389, "loss_rpn_loc": 0.08493801095755771, "loss_sem_seg": 0.3834094782359898, "lr": 0.02, "mask_rcnn/accuracy": 0.8654077330336897, "mask_rcnn/false_negative": 0.12697307582079673, "mask_rcnn/false_positive": 0.12553113248309852, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5596346360016469, "total_loss": 1.354181123781018} {"data_time": 0.013168098501409986, "eta_seconds": 129345.26320267607, "fast_rcnn/cls_accuracy": 0.9072265625, "fast_rcnn/false_negative": 0.43129571577847436, "fast_rcnn/fg_cls_accuracy": 0.5237589996210685, "iteration": 41219, "loss_box_reg": 0.23884616419672966, "loss_cls": 0.23820764338597655, "loss_mask": 0.2701993975788355, "loss_rpn_cls": 0.04961057007312775, "loss_rpn_loc": 0.0755251434748061, "loss_sem_seg": 0.39290136378258467, "lr": 0.02, "mask_rcnn/accuracy": 0.8796198699259923, "mask_rcnn/false_negative": 0.08825186514446273, "mask_rcnn/false_positive": 0.14306490093215232, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 0.5652945785022894, "total_loss": 1.2913324751862092} {"data_time": 0.012207486000988865, "eta_seconds": 129333.95585956605, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3595634095634096, "fast_rcnn/fg_cls_accuracy": 0.5911803713527851, "iteration": 41239, "loss_box_reg": 0.2472130530513823, "loss_cls": 0.24790995102375746, "loss_mask": 0.2675301842391491, "loss_rpn_cls": 0.053240959299728274, "loss_rpn_loc": 0.08725970843806863, "loss_sem_seg": 0.3710146676748991, "lr": 0.02, "mask_rcnn/accuracy": 0.8837880903123445, "mask_rcnn/false_negative": 0.09085517597811602, "mask_rcnn/false_positive": 0.14372261508540257, "roi_head/num_bg_samples": 457.75, "roi_head/num_fg_samples": 54.25, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.566860524000731, "total_loss": 1.2737774040433578} {"data_time": 0.013014630498219049, "eta_seconds": 129294.94546494531, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.44402441982695884, "fast_rcnn/fg_cls_accuracy": 0.5241368157192529, "iteration": 41259, "loss_box_reg": 0.24502991046756506, "loss_cls": 0.2490044250153005, "loss_mask": 0.28123332373797894, "loss_rpn_cls": 0.057075705961324275, "loss_rpn_loc": 0.07921877152693924, "loss_sem_seg": 0.3538011619821191, "lr": 0.02, "mask_rcnn/accuracy": 0.8730964565704331, "mask_rcnn/false_negative": 0.12022337633688177, "mask_rcnn/false_positive": 0.13515538355335593, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5620615314983297, "total_loss": 1.3035395734477788} {"data_time": 0.012634179500309983, "eta_seconds": 129264.35764888008, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.39769460415745245, "fast_rcnn/fg_cls_accuracy": 0.5841719683824946, "iteration": 41279, "loss_box_reg": 0.24249916430562735, "loss_cls": 0.25324933091178536, "loss_mask": 0.2835086192935705, "loss_rpn_cls": 0.06669658469036222, "loss_rpn_loc": 0.07845390652073547, "loss_sem_seg": 0.43513494078069925, "lr": 0.02, "mask_rcnn/accuracy": 0.8795538058654367, "mask_rcnn/false_negative": 0.1019495140943055, "mask_rcnn/false_positive": 0.1251583562993378, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.5542500965020736, "total_loss": 1.3407237743522273} {"data_time": 0.012561263500174391, "eta_seconds": 129272.33562316532, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.4160079051383399, "fast_rcnn/fg_cls_accuracy": 0.5320818684078352, "iteration": 41299, "loss_box_reg": 0.25424049189314246, "loss_cls": 0.2467842036858201, "loss_mask": 0.2728454899042845, "loss_rpn_cls": 0.0588285974226892, "loss_rpn_loc": 0.08521935460157692, "loss_sem_seg": 0.3822313528507948, "lr": 0.02, "mask_rcnn/accuracy": 0.8884781343092794, "mask_rcnn/false_negative": 0.08930381279277927, "mask_rcnn/false_positive": 0.12316770551564321, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5821379784993042, "total_loss": 1.3219888596213423} {"data_time": 0.013409445000434062, "eta_seconds": 129241.75117939999, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3580680722061458, "fast_rcnn/fg_cls_accuracy": 0.5598646034816248, "iteration": 41319, "loss_box_reg": 0.2544046030379832, "loss_cls": 0.26551950769498944, "loss_mask": 0.28304101014509797, "loss_rpn_cls": 0.05122096242848784, "loss_rpn_loc": 0.08232073031831533, "loss_sem_seg": 0.3841997100971639, "lr": 0.02, "mask_rcnn/accuracy": 0.8763139390371533, "mask_rcnn/false_negative": 0.10090757826704781, "mask_rcnn/false_positive": 0.1283454000760601, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.5605887634992541, "total_loss": 1.2777900035725906} {"data_time": 0.012440771499313996, "eta_seconds": 129161.97140589189, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.42027998228822505, "fast_rcnn/fg_cls_accuracy": 0.5264094081392188, "iteration": 41339, "loss_box_reg": 0.25338047556579113, "loss_cls": 0.2522336500696838, "loss_mask": 0.27882010489702225, "loss_rpn_cls": 0.05385034502251074, "loss_rpn_loc": 0.09529730890062638, "loss_sem_seg": 0.32957593142054975, "lr": 0.02, "mask_rcnn/accuracy": 0.8822142812702412, "mask_rcnn/false_negative": 0.0965180236285888, "mask_rcnn/false_positive": 0.1332843326779195, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5629374079981062, "total_loss": 1.305970505803998} {"data_time": 0.013592166500529856, "eta_seconds": 129219.1447099199, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.42251976875539904, "fast_rcnn/fg_cls_accuracy": 0.524937999448884, "iteration": 41359, "loss_box_reg": 0.24825325375422835, "loss_cls": 0.2492201435379684, "loss_mask": 0.28078533709049225, "loss_rpn_cls": 0.04890133289154619, "loss_rpn_loc": 0.07098860340192914, "loss_sem_seg": 0.3634773422963917, "lr": 0.02, "mask_rcnn/accuracy": 0.8750887866015972, "mask_rcnn/false_negative": 0.1112106707546676, "mask_rcnn/false_positive": 0.14501895439720214, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5712851739990583, "total_loss": 1.3024819758429658} {"data_time": 0.012636323499464197, "eta_seconds": 129207.84147517986, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.46459627329192543, "fast_rcnn/fg_cls_accuracy": 0.48870162297128583, "iteration": 41379, "loss_box_reg": 0.2325343443080783, "loss_cls": 0.23496852279640734, "loss_mask": 0.2647922309115529, "loss_rpn_cls": 0.04926575848367065, "loss_rpn_loc": 0.07938371365889907, "loss_sem_seg": 0.39114079996943474, "lr": 0.02, "mask_rcnn/accuracy": 0.8758194625990892, "mask_rcnn/false_negative": 0.1051689396914734, "mask_rcnn/false_positive": 0.13522484185662026, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5642904805008584, "total_loss": 1.2459148623747751} {"data_time": 0.01231302399901324, "eta_seconds": 129243.49711468589, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.37479228979727486, "fast_rcnn/fg_cls_accuracy": 0.5921815199562603, "iteration": 41399, "loss_box_reg": 0.2555769821628928, "loss_cls": 0.24996856693178415, "loss_mask": 0.2858115518465638, "loss_rpn_cls": 0.049312060058582574, "loss_rpn_loc": 0.08116781519493088, "loss_sem_seg": 0.3867065915837884, "lr": 0.02, "mask_rcnn/accuracy": 0.8712910986367282, "mask_rcnn/false_negative": 0.10407459501230527, "mask_rcnn/false_positive": 0.12224308708147771, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5739979584996036, "total_loss": 1.3546694332035258} {"data_time": 0.013078004500130191, "eta_seconds": 129174.38620838567, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.4032332920792079, "fast_rcnn/fg_cls_accuracy": 0.5749364378429012, "iteration": 41419, "loss_box_reg": 0.2493455654475838, "loss_cls": 0.23248814139515162, "loss_mask": 0.2716043647378683, "loss_rpn_cls": 0.05228669132338837, "loss_rpn_loc": 0.08096927392762154, "loss_sem_seg": 0.37460011150687933, "lr": 0.02, "mask_rcnn/accuracy": 0.8845551656694731, "mask_rcnn/false_negative": 0.08619530726693414, "mask_rcnn/false_positive": 0.12657004924843607, "roi_head/num_bg_samples": 464.5, "roi_head/num_fg_samples": 47.5, "rpn/num_neg_anchors": 234.75, "rpn/num_pos_anchors": 21.25, "time": 0.5669633879988396, "total_loss": 1.2828460195451044} {"data_time": 0.012801404500351055, "eta_seconds": 129140.75762661351, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3571895424836601, "fast_rcnn/fg_cls_accuracy": 0.582904155027933, "iteration": 41439, "loss_box_reg": 0.24760741321370006, "loss_cls": 0.2549878600984812, "loss_mask": 0.2756280153989792, "loss_rpn_cls": 0.05426196975167841, "loss_rpn_loc": 0.06814277218654752, "loss_sem_seg": 0.36442320607602596, "lr": 0.02, "mask_rcnn/accuracy": 0.8712662439277387, "mask_rcnn/false_negative": 0.11142954538841746, "mask_rcnn/false_positive": 0.13940802014617554, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5624924095009192, "total_loss": 1.2560392813757062} {"data_time": 0.012767934998919372, "eta_seconds": 129094.18793355202, "fast_rcnn/cls_accuracy": 0.9091796875, "fast_rcnn/false_negative": 0.3706905241935484, "fast_rcnn/fg_cls_accuracy": 0.6106946790540541, "iteration": 41459, "loss_box_reg": 0.2588537430856377, "loss_cls": 0.23891544761136174, "loss_mask": 0.2804051525890827, "loss_rpn_cls": 0.046776767703704536, "loss_rpn_loc": 0.07153349299915135, "loss_sem_seg": 0.3448781007900834, "lr": 0.02, "mask_rcnn/accuracy": 0.8752956864564008, "mask_rcnn/false_negative": 0.1152417018874344, "mask_rcnn/false_positive": 0.12683840598770135, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.5622165240001777, "total_loss": 1.2453313586884178} {"data_time": 0.011532786998941447, "eta_seconds": 128905.17047820981, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.37114474929044466, "fast_rcnn/fg_cls_accuracy": 0.5327578051087984, "iteration": 41479, "loss_box_reg": 0.2570461109280586, "loss_cls": 0.25485462695360184, "loss_mask": 0.27477224823087454, "loss_rpn_cls": 0.051409596228040755, "loss_rpn_loc": 0.07183096191147342, "loss_sem_seg": 0.3436705581843853, "lr": 0.02, "mask_rcnn/accuracy": 0.8810775009335191, "mask_rcnn/false_negative": 0.0963449891715541, "mask_rcnn/false_positive": 0.12792524964094806, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5450198955004453, "total_loss": 1.2750885217974428} {"data_time": 0.012000173999695107, "eta_seconds": 128883.53974779873, "fast_rcnn/cls_accuracy": 0.9052734375, "fast_rcnn/false_negative": 0.45962033462033464, "fast_rcnn/fg_cls_accuracy": 0.5157657657657657, "iteration": 41499, "loss_box_reg": 0.27105236798524857, "loss_cls": 0.2592796222306788, "loss_mask": 0.28125227289274335, "loss_rpn_cls": 0.050256502989213914, "loss_rpn_loc": 0.08871946239378303, "loss_sem_seg": 0.3615867309272289, "lr": 0.02, "mask_rcnn/accuracy": 0.8779384189635022, "mask_rcnn/false_negative": 0.10369681078477133, "mask_rcnn/false_positive": 0.1329269760259944, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5593789055001253, "total_loss": 1.2195195227395743} {"data_time": 0.012153726500400808, "eta_seconds": 128837.45239467581, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.35981186307812907, "fast_rcnn/fg_cls_accuracy": 0.5790697674418605, "iteration": 41519, "loss_box_reg": 0.2535944380797446, "loss_cls": 0.2619895092211664, "loss_mask": 0.2754112584516406, "loss_rpn_cls": 0.05243305827025324, "loss_rpn_loc": 0.08161926822504029, "loss_sem_seg": 0.37226628698408604, "lr": 0.02, "mask_rcnn/accuracy": 0.8784480556359586, "mask_rcnn/false_negative": 0.10371207497815749, "mask_rcnn/false_positive": 0.13791947664628856, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.5620260640007473, "total_loss": 1.3793349129555281} {"data_time": 0.012440190501365578, "eta_seconds": 128812.35413618719, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.32000177163610594, "fast_rcnn/fg_cls_accuracy": 0.5930827848160993, "iteration": 41539, "loss_box_reg": 0.2445458620786667, "loss_cls": 0.26232940098270774, "loss_mask": 0.252855078317225, "loss_rpn_cls": 0.046090674644801766, "loss_rpn_loc": 0.0639354458253365, "loss_sem_seg": 0.35534386755898595, "lr": 0.02, "mask_rcnn/accuracy": 0.8983868923733811, "mask_rcnn/false_negative": 0.09707907637161048, "mask_rcnn/false_positive": 0.09891790180540858, "roi_head/num_bg_samples": 461.0, "roi_head/num_fg_samples": 51.0, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5615102575011406, "total_loss": 1.268731396732619} {"data_time": 0.013178478000554605, "eta_seconds": 128803.8436849625, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3424591156874621, "fast_rcnn/fg_cls_accuracy": 0.5709097665619405, "iteration": 41559, "loss_box_reg": 0.2522260658442974, "loss_cls": 0.25575333926826715, "loss_mask": 0.26724925078451633, "loss_rpn_cls": 0.048027665296103805, "loss_rpn_loc": 0.09082488407148048, "loss_sem_seg": 0.36809754790738225, "lr": 0.02, "mask_rcnn/accuracy": 0.8778184456671744, "mask_rcnn/false_negative": 0.09857072225771558, "mask_rcnn/false_positive": 0.11253015571649996, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 235.5, "rpn/num_pos_anchors": 20.5, "time": 0.5715493030002108, "total_loss": 1.325393291132059} {"data_time": 0.01245733950054273, "eta_seconds": 128838.41660531872, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.4633617021276596, "fast_rcnn/fg_cls_accuracy": 0.5099099099099099, "iteration": 41579, "loss_box_reg": 0.25080649461597204, "loss_cls": 0.24280329328030348, "loss_mask": 0.2864065319299698, "loss_rpn_cls": 0.050113781820982695, "loss_rpn_loc": 0.07582553410611581, "loss_sem_seg": 0.3921903381124139, "lr": 0.02, "mask_rcnn/accuracy": 0.8691044625110559, "mask_rcnn/false_negative": 0.10173107140938835, "mask_rcnn/false_positive": 0.14341161045864637, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5696873590004543, "total_loss": 1.3302280939824414} {"data_time": 0.013134601498677512, "eta_seconds": 128781.29014270258, "fast_rcnn/cls_accuracy": 0.8984375, "fast_rcnn/false_negative": 0.44763205828779595, "fast_rcnn/fg_cls_accuracy": 0.5049376017362995, "iteration": 41599, "loss_box_reg": 0.2544741864548996, "loss_cls": 0.2494459026493132, "loss_mask": 0.2934373617172241, "loss_rpn_cls": 0.054853650130098686, "loss_rpn_loc": 0.07706460088957101, "loss_sem_seg": 0.4195738937705755, "lr": 0.02, "mask_rcnn/accuracy": 0.8617834385399941, "mask_rcnn/false_negative": 0.10410610218589911, "mask_rcnn/false_positive": 0.146965390091982, "roi_head/num_bg_samples": 422.25, "roi_head/num_fg_samples": 89.75, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5619713135001803, "total_loss": 1.348000685000443} {"data_time": 0.012542458000098122, "eta_seconds": 128800.65833379651, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.44931522227211496, "fast_rcnn/fg_cls_accuracy": 0.5082956259426847, "iteration": 41619, "loss_box_reg": 0.2533170663518831, "loss_cls": 0.2578122294507921, "loss_mask": 0.27810405287891626, "loss_rpn_cls": 0.05886514170560986, "loss_rpn_loc": 0.08912145340582356, "loss_sem_seg": 0.38197296066209674, "lr": 0.02, "mask_rcnn/accuracy": 0.8887518940847015, "mask_rcnn/false_negative": 0.09798306784570358, "mask_rcnn/false_positive": 0.1322284463890422, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5767772824983695, "total_loss": 1.3543366219382733} {"data_time": 0.014200049499777379, "eta_seconds": 128769.78596163604, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.3974522292993631, "fast_rcnn/fg_cls_accuracy": 0.5876358695652174, "iteration": 41639, "loss_box_reg": 0.2441465377341956, "loss_cls": 0.24209044314920902, "loss_mask": 0.2655316358432174, "loss_rpn_cls": 0.05213157657999545, "loss_rpn_loc": 0.08149721683003008, "loss_sem_seg": 0.3553607612848282, "lr": 0.02, "mask_rcnn/accuracy": 0.8876959893301902, "mask_rcnn/false_negative": 0.09244587702887982, "mask_rcnn/false_positive": 0.13601247808326772, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 236.0, "rpn/num_pos_anchors": 20.0, "time": 0.5710168799996609, "total_loss": 1.2867911329376511} {"data_time": 0.012952999501067097, "eta_seconds": 128747.4598293127, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.369845579501103, "fast_rcnn/fg_cls_accuracy": 0.4888777888777889, "iteration": 41659, "loss_box_reg": 0.24841532949358225, "loss_cls": 0.2632477399893105, "loss_mask": 0.27229410223662853, "loss_rpn_cls": 0.05014856858178973, "loss_rpn_loc": 0.07602432416751981, "loss_sem_seg": 0.36844032164663076, "lr": 0.02, "mask_rcnn/accuracy": 0.888588612414507, "mask_rcnn/false_negative": 0.09507968182454765, "mask_rcnn/false_positive": 0.11951551070727537, "roi_head/num_bg_samples": 458.75, "roi_head/num_fg_samples": 53.25, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5596377659985592, "total_loss": 1.3017603500047699} {"data_time": 0.012860291499237064, "eta_seconds": 128714.87717017755, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.38338627850742024, "fast_rcnn/fg_cls_accuracy": 0.5133587786259541, "iteration": 41679, "loss_box_reg": 0.22862663259729743, "loss_cls": 0.22777875512838364, "loss_mask": 0.2730970084667206, "loss_rpn_cls": 0.044643808010732755, "loss_rpn_loc": 0.06807950139045715, "loss_sem_seg": 0.3894044850021601, "lr": 0.02, "mask_rcnn/accuracy": 0.8784380694915459, "mask_rcnn/false_negative": 0.1339431258171875, "mask_rcnn/false_positive": 0.10409700991055225, "roi_head/num_bg_samples": 457.25, "roi_head/num_fg_samples": 54.75, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5651043614998343, "total_loss": 1.2767986246471992} {"data_time": 0.012590938498760806, "eta_seconds": 128706.34370384316, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.34450337512054, "fast_rcnn/fg_cls_accuracy": 0.5498722588886523, "iteration": 41699, "loss_box_reg": 0.24014561367221177, "loss_cls": 0.22236973652616143, "loss_mask": 0.2718941932544112, "loss_rpn_cls": 0.04903265135362744, "loss_rpn_loc": 0.08033936528954655, "loss_sem_seg": 0.3639555056579411, "lr": 0.02, "mask_rcnn/accuracy": 0.8979734533379147, "mask_rcnn/false_negative": 0.08709274961108071, "mask_rcnn/false_positive": 0.12045448291622869, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 235.75, "rpn/num_pos_anchors": 20.25, "time": 0.5710481794994848, "total_loss": 1.2774587000603788} {"data_time": 0.012717744501060224, "eta_seconds": 128759.45110597872, "fast_rcnn/cls_accuracy": 0.91162109375, "fast_rcnn/false_negative": 0.4196172248803828, "fast_rcnn/fg_cls_accuracy": 0.49977867401141063, "iteration": 41719, "loss_box_reg": 0.2344577694311738, "loss_cls": 0.23945287405513227, "loss_mask": 0.285127823241055, "loss_rpn_cls": 0.05032413118169643, "loss_rpn_loc": 0.07286748645128682, "loss_sem_seg": 0.3550678971223533, "lr": 0.02, "mask_rcnn/accuracy": 0.8692343840370156, "mask_rcnn/false_negative": 0.11351574298189732, "mask_rcnn/false_positive": 0.14599917111339902, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5771158215011383, "total_loss": 1.299622023885604} {"data_time": 0.011973455500992713, "eta_seconds": 128748.17032035871, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.31999999999999995, "fast_rcnn/fg_cls_accuracy": 0.585202174651716, "iteration": 41739, "loss_box_reg": 0.2536111082881689, "loss_cls": 0.2551396335475147, "loss_mask": 0.2808792353607714, "loss_rpn_cls": 0.057339149789186195, "loss_rpn_loc": 0.0791338668204844, "loss_sem_seg": 0.3447644952684641, "lr": 0.02, "mask_rcnn/accuracy": 0.9002210884353742, "mask_rcnn/false_negative": 0.08887501669316346, "mask_rcnn/false_positive": 0.13207463486396176, "roi_head/num_bg_samples": 457.75, "roi_head/num_fg_samples": 54.25, "rpn/num_neg_anchors": 234.25, "rpn/num_pos_anchors": 21.75, "time": 0.5593445869999414, "total_loss": 1.2748122856137343} {"data_time": 0.013278032000016537, "eta_seconds": 128721.7021501966, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.32833348393120687, "fast_rcnn/fg_cls_accuracy": 0.5951267757597554, "iteration": 41759, "loss_box_reg": 0.26083876099437475, "loss_cls": 0.25119355134665966, "loss_mask": 0.28169885370880365, "loss_rpn_cls": 0.0559678134159185, "loss_rpn_loc": 0.10139812342822552, "loss_sem_seg": 0.36194586800411344, "lr": 0.02, "mask_rcnn/accuracy": 0.8787419458697956, "mask_rcnn/false_negative": 0.09586366428532747, "mask_rcnn/false_positive": 0.12615782509138895, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5608762849988125, "total_loss": 1.3363246256485581} {"data_time": 0.012956985499840812, "eta_seconds": 128769.12592915288, "fast_rcnn/cls_accuracy": 0.90625, "fast_rcnn/false_negative": 0.4128787878787879, "fast_rcnn/fg_cls_accuracy": 0.5097304636427638, "iteration": 41779, "loss_box_reg": 0.23581570875830948, "loss_cls": 0.22967534279450774, "loss_mask": 0.2646417645737529, "loss_rpn_cls": 0.053905542474240065, "loss_rpn_loc": 0.08232663432136178, "loss_sem_seg": 0.3878668842371553, "lr": 0.02, "mask_rcnn/accuracy": 0.8613386872606186, "mask_rcnn/false_negative": 0.1264751802070794, "mask_rcnn/false_positive": 0.1362388144429591, "roi_head/num_bg_samples": 430.5, "roi_head/num_fg_samples": 81.5, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.5744411495015811, "total_loss": 1.263548791728681} {"data_time": 0.012395378500514198, "eta_seconds": 128757.84132993291, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3381179965770013, "fast_rcnn/fg_cls_accuracy": 0.6387940094587493, "iteration": 41799, "loss_box_reg": 0.2371637960895896, "loss_cls": 0.23203860595822334, "loss_mask": 0.26913208700716496, "loss_rpn_cls": 0.04861791233997792, "loss_rpn_loc": 0.07178791321348399, "loss_sem_seg": 0.3798200157471001, "lr": 0.02, "mask_rcnn/accuracy": 0.8771640492134354, "mask_rcnn/false_negative": 0.10059238212297161, "mask_rcnn/false_positive": 0.13674933094806285, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.5665833265011315, "total_loss": 1.3000539225904504} {"data_time": 0.012548668000817997, "eta_seconds": 128774.5632106707, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3560987168270633, "fast_rcnn/fg_cls_accuracy": 0.570547770700637, "iteration": 41819, "loss_box_reg": 0.2516363402828574, "loss_cls": 0.23393731052055955, "loss_mask": 0.2832020577043295, "loss_rpn_cls": 0.04465947355492972, "loss_rpn_loc": 0.06994123262120411, "loss_sem_seg": 0.3971246061846614, "lr": 0.02, "mask_rcnn/accuracy": 0.887093850698174, "mask_rcnn/false_negative": 0.09283478408220852, "mask_rcnn/false_positive": 0.12270878467646938, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.5668620614997053, "total_loss": 1.3084884796189726} {"data_time": 0.01372805450046144, "eta_seconds": 128809.84564221937, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.3851196329072435, "fast_rcnn/fg_cls_accuracy": 0.5580150462962963, "iteration": 41839, "loss_box_reg": 0.24963263887912035, "loss_cls": 0.23830464389175177, "loss_mask": 0.276287536136806, "loss_rpn_cls": 0.05866918805986643, "loss_rpn_loc": 0.08899688762903679, "loss_sem_seg": 0.353208199609071, "lr": 0.02, "mask_rcnn/accuracy": 0.8837698682880342, "mask_rcnn/false_negative": 0.10644004358301035, "mask_rcnn/false_positive": 0.12667557078654698, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.565101088001029, "total_loss": 1.279036476596957} {"data_time": 0.011837506001029396, "eta_seconds": 128723.98753227296, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.33052023121387286, "fast_rcnn/fg_cls_accuracy": 0.593132530120482, "iteration": 41859, "loss_box_reg": 0.2240285410080105, "loss_cls": 0.2231647903099656, "loss_mask": 0.27456154115498066, "loss_rpn_cls": 0.05027480504941195, "loss_rpn_loc": 0.06382800996652804, "loss_sem_seg": 0.34898685524240136, "lr": 0.02, "mask_rcnn/accuracy": 0.8981418135435992, "mask_rcnn/false_negative": 0.08352453158602374, "mask_rcnn/false_positive": 0.13304989794223673, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 237.75, "rpn/num_pos_anchors": 18.25, "time": 0.5524659655002324, "total_loss": 1.207422502717236} {"data_time": 0.013677512497451971, "eta_seconds": 128766.74377206872, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.4015243902439024, "fast_rcnn/fg_cls_accuracy": 0.5710365853658537, "iteration": 41879, "loss_box_reg": 0.26161235058680177, "loss_cls": 0.2507085190154612, "loss_mask": 0.28356341645121574, "loss_rpn_cls": 0.053236335108522326, "loss_rpn_loc": 0.08332967427850235, "loss_sem_seg": 0.3177645637188107, "lr": 0.02, "mask_rcnn/accuracy": 0.8787044678352285, "mask_rcnn/false_negative": 0.09974750850721885, "mask_rcnn/false_positive": 0.1324152460355772, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5714831564982887, "total_loss": 1.2740410751430318} {"data_time": 0.011952652501349803, "eta_seconds": 128701.418333833, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3994741725951129, "fast_rcnn/fg_cls_accuracy": 0.546999830018698, "iteration": 41899, "loss_box_reg": 0.23328930791467428, "loss_cls": 0.24631307716481388, "loss_mask": 0.28244687244296074, "loss_rpn_cls": 0.044129236150183715, "loss_rpn_loc": 0.06642369306064211, "loss_sem_seg": 0.35554859368130565, "lr": 0.02, "mask_rcnn/accuracy": 0.8811067934591028, "mask_rcnn/false_negative": 0.10223520559969243, "mask_rcnn/false_positive": 0.15218506416187622, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5624136085007194, "total_loss": 1.2943568857735954} {"data_time": 0.013523153498681495, "eta_seconds": 128696.29568538684, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.38846153846153847, "fast_rcnn/fg_cls_accuracy": 0.5613467261904762, "iteration": 41919, "loss_box_reg": 0.24680800456553698, "loss_cls": 0.2163848103955388, "loss_mask": 0.26932283490896225, "loss_rpn_cls": 0.04886659170733765, "loss_rpn_loc": 0.06363905273610726, "loss_sem_seg": 0.33411545073613524, "lr": 0.02, "mask_rcnn/accuracy": 0.884773171434979, "mask_rcnn/false_negative": 0.11300409457108421, "mask_rcnn/false_positive": 0.15300118878860408, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.5673568210004305, "total_loss": 1.2140841195359826} {"data_time": 0.013421986499452032, "eta_seconds": 128678.84913539304, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.30805176132278933, "fast_rcnn/fg_cls_accuracy": 0.6240828092243187, "iteration": 41939, "loss_box_reg": 0.2553815683349967, "loss_cls": 0.23874936229549348, "loss_mask": 0.2698862552642822, "loss_rpn_cls": 0.04562492555123754, "loss_rpn_loc": 0.07826207394828089, "loss_sem_seg": 0.3857440985739231, "lr": 0.02, "mask_rcnn/accuracy": 0.8792489102645153, "mask_rcnn/false_negative": 0.11433143109058613, "mask_rcnn/false_positive": 0.12113383622620974, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.5696239805020014, "total_loss": 1.2656020194699522} {"data_time": 0.012759786999595235, "eta_seconds": 128721.58642354856, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.4486607142857143, "fast_rcnn/fg_cls_accuracy": 0.470830716080402, "iteration": 41959, "loss_box_reg": 0.2722533862106502, "loss_cls": 0.267284638248384, "loss_mask": 0.28286191169172525, "loss_rpn_cls": 0.050839208415709436, "loss_rpn_loc": 0.0887366458773613, "loss_sem_seg": 0.390914767049253, "lr": 0.02, "mask_rcnn/accuracy": 0.8720267013280363, "mask_rcnn/false_negative": 0.11619092740254597, "mask_rcnn/false_positive": 0.13442263469529736, "roi_head/num_bg_samples": 459.75, "roi_head/num_fg_samples": 52.25, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5731831440007227, "total_loss": 1.4132016875082627} {"data_time": 0.013559466000515386, "eta_seconds": 128710.29708641852, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.4293269230769231, "fast_rcnn/fg_cls_accuracy": 0.5391509433962265, "iteration": 41979, "loss_box_reg": 0.2642705994658172, "loss_cls": 0.2581739411689341, "loss_mask": 0.2741695651784539, "loss_rpn_cls": 0.051103500649333, "loss_rpn_loc": 0.07517801894573495, "loss_sem_seg": 0.39574995124712586, "lr": 0.02, "mask_rcnn/accuracy": 0.8824568180796548, "mask_rcnn/false_negative": 0.1025856484427215, "mask_rcnn/false_positive": 0.13865796752534706, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5649531239996577, "total_loss": 1.3210055419622222} {"data_time": 0.012262782498510205, "eta_seconds": 128719.51655309917, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.397899208566108, "fast_rcnn/fg_cls_accuracy": 0.5642361111111112, "iteration": 41999, "loss_box_reg": 0.24659884860739112, "loss_cls": 0.24131661839783192, "loss_mask": 0.276894667185843, "loss_rpn_cls": 0.046520952630089596, "loss_rpn_loc": 0.08377344056498259, "loss_sem_seg": 0.3796136016026139, "lr": 0.02, "mask_rcnn/accuracy": 0.8922987363550071, "mask_rcnn/false_negative": 0.10389019859232856, "mask_rcnn/false_positive": 0.14138408281129658, "roi_head/num_bg_samples": 461.25, "roi_head/num_fg_samples": 50.75, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5635776990002341, "total_loss": 1.2714059960999293} {"data_time": 0.012714698999843677, "eta_seconds": 128687.71841215844, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.40984555984555987, "fast_rcnn/fg_cls_accuracy": 0.5347222222222222, "iteration": 42019, "loss_box_reg": 0.2364678424783051, "loss_cls": 0.24108266597613692, "loss_mask": 0.2858351385220885, "loss_rpn_cls": 0.05185524368425831, "loss_rpn_loc": 0.06836046749958768, "loss_sem_seg": 0.4153525112196803, "lr": 0.02, "mask_rcnn/accuracy": 0.8619182391363138, "mask_rcnn/false_negative": 0.11082634209014047, "mask_rcnn/false_positive": 0.15482076849865506, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5532843410001078, "total_loss": 1.271156825561775} {"data_time": 0.011921315001018229, "eta_seconds": 128719.88904149462, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.35727707932530983, "fast_rcnn/fg_cls_accuracy": 0.5638114625743815, "iteration": 42039, "loss_box_reg": 0.2621012427844107, "loss_cls": 0.2676736428402364, "loss_mask": 0.2851658333092928, "loss_rpn_cls": 0.056224043713882565, "loss_rpn_loc": 0.08034714579116553, "loss_sem_seg": 0.3966969382017851, "lr": 0.02, "mask_rcnn/accuracy": 0.8884558384201398, "mask_rcnn/false_negative": 0.09607193331211315, "mask_rcnn/false_positive": 0.1337584855312942, "roi_head/num_bg_samples": 458.5, "roi_head/num_fg_samples": 53.5, "rpn/num_neg_anchors": 235.25, "rpn/num_pos_anchors": 20.75, "time": 0.5778233130004082, "total_loss": 1.3510568737983704} {"data_time": 0.012681868500294513, "eta_seconds": 128715.62661752559, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.37138429752066116, "fast_rcnn/fg_cls_accuracy": 0.5721583652618135, "iteration": 42059, "loss_box_reg": 0.2459597229026258, "loss_cls": 0.23514914279803634, "loss_mask": 0.27560687251389027, "loss_rpn_cls": 0.049033894727472216, "loss_rpn_loc": 0.07695039454847574, "loss_sem_seg": 0.36034258268773556, "lr": 0.02, "mask_rcnn/accuracy": 0.8805784398896643, "mask_rcnn/false_negative": 0.11486827316249625, "mask_rcnn/false_positive": 0.14037854921447923, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5765113610013941, "total_loss": 1.2735050327610224} {"data_time": 0.012131636000049184, "eta_seconds": 128697.3027413746, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3960022107590273, "fast_rcnn/fg_cls_accuracy": 0.5666475972540046, "iteration": 42079, "loss_box_reg": 0.23891288693994284, "loss_cls": 0.23928056051954627, "loss_mask": 0.2763012498617172, "loss_rpn_cls": 0.04580441280268133, "loss_rpn_loc": 0.07606562157161534, "loss_sem_seg": 0.38864526338875294, "lr": 0.02, "mask_rcnn/accuracy": 0.8932393681917725, "mask_rcnn/false_negative": 0.07475772530015751, "mask_rcnn/false_positive": 0.12470347737084683, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 0.5735923114989419, "total_loss": 1.2846355269430205} {"data_time": 0.0118367870018119, "eta_seconds": 128701.95217778374, "fast_rcnn/cls_accuracy": 0.90625, "fast_rcnn/false_negative": 0.3658638946280992, "fast_rcnn/fg_cls_accuracy": 0.5542124542124542, "iteration": 42099, "loss_box_reg": 0.2733914628624916, "loss_cls": 0.25789123214781284, "loss_mask": 0.2831351449713111, "loss_rpn_cls": 0.05554428789764643, "loss_rpn_loc": 0.07193549926159903, "loss_sem_seg": 0.363619995303452, "lr": 0.02, "mask_rcnn/accuracy": 0.875342324429772, "mask_rcnn/false_negative": 0.11162091681783684, "mask_rcnn/false_positive": 0.13569765980429024, "roi_head/num_bg_samples": 426.0, "roi_head/num_fg_samples": 86.0, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5768215320003947, "total_loss": 1.3234857103816466} {"data_time": 0.01227825599926291, "eta_seconds": 128690.65762864373, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.43443496801705755, "fast_rcnn/fg_cls_accuracy": 0.5028409090909092, "iteration": 42119, "loss_box_reg": 0.2604331369511783, "loss_cls": 0.26653393264859915, "loss_mask": 0.2921236902475357, "loss_rpn_cls": 0.053793820552527905, "loss_rpn_loc": 0.08806476212339476, "loss_sem_seg": 0.34951936546713114, "lr": 0.02, "mask_rcnn/accuracy": 0.8636690399090974, "mask_rcnn/false_negative": 0.10190393435988085, "mask_rcnn/false_positive": 0.1471550302774956, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5624946364987409, "total_loss": 1.3093704585335217} {"data_time": 0.012515528500443907, "eta_seconds": 128656.40369149725, "fast_rcnn/cls_accuracy": 0.9560546875, "fast_rcnn/false_negative": 0.3515446224256293, "fast_rcnn/fg_cls_accuracy": 0.5791803133575285, "iteration": 42139, "loss_box_reg": 0.23192172939889133, "loss_cls": 0.2229850236326456, "loss_mask": 0.2832003580406308, "loss_rpn_cls": 0.048382975393906236, "loss_rpn_loc": 0.06739758775802329, "loss_sem_seg": 0.4057840849272907, "lr": 0.02, "mask_rcnn/accuracy": 0.88892435204547, "mask_rcnn/false_negative": 0.08796620078398744, "mask_rcnn/false_positive": 0.12937675694687806, "roi_head/num_bg_samples": 474.0, "roi_head/num_fg_samples": 38.0, "rpn/num_neg_anchors": 239.75, "rpn/num_pos_anchors": 16.25, "time": 0.5585551354997733, "total_loss": 1.2723987372301053} {"data_time": 0.012987191999854986, "eta_seconds": 128626.79786756104, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.30515391791044777, "fast_rcnn/fg_cls_accuracy": 0.6948460820895522, "iteration": 42159, "loss_box_reg": 0.23750011785887182, "loss_cls": 0.23062928766012192, "loss_mask": 0.26416097301989794, "loss_rpn_cls": 0.058677489520050585, "loss_rpn_loc": 0.08082348853349686, "loss_sem_seg": 0.36351642198860645, "lr": 0.02, "mask_rcnn/accuracy": 0.8834324874554775, "mask_rcnn/false_negative": 0.09867016043365634, "mask_rcnn/false_positive": 0.1206156811762461, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.560587461997784, "total_loss": 1.2396958537283354} {"data_time": 0.01303239300068526, "eta_seconds": 128572.80679311595, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.3870235934664247, "fast_rcnn/fg_cls_accuracy": 0.537037037037037, "iteration": 42179, "loss_box_reg": 0.23539971257559955, "loss_cls": 0.23997510666958988, "loss_mask": 0.26636805199086666, "loss_rpn_cls": 0.04978692845907062, "loss_rpn_loc": 0.08150775724789128, "loss_sem_seg": 0.39012036193162203, "lr": 0.02, "mask_rcnn/accuracy": 0.8719348436866909, "mask_rcnn/false_negative": 0.0961870561699258, "mask_rcnn/false_positive": 0.16972847577597233, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5640461974999198, "total_loss": 1.2653093566186726} {"data_time": 0.012508520998380845, "eta_seconds": 128538.30373168658, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.34946265162800594, "fast_rcnn/fg_cls_accuracy": 0.5828230744440863, "iteration": 42199, "loss_box_reg": 0.2530230963602662, "loss_cls": 0.2429157425649464, "loss_mask": 0.27842133957892656, "loss_rpn_cls": 0.05888544302433729, "loss_rpn_loc": 0.08345617423765361, "loss_sem_seg": 0.37911181058734655, "lr": 0.02, "mask_rcnn/accuracy": 0.8778798203117029, "mask_rcnn/false_negative": 0.10957508117535178, "mask_rcnn/false_positive": 0.14069659063899137, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5496493240007112, "total_loss": 1.3302889232872985} {"data_time": 0.012508161498772097, "eta_seconds": 128550.23243749586, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.3506756756756757, "fast_rcnn/fg_cls_accuracy": 0.611246133451171, "iteration": 42219, "loss_box_reg": 0.22402946604415774, "loss_cls": 0.2229194943793118, "loss_mask": 0.2734667155891657, "loss_rpn_cls": 0.04828065063338727, "loss_rpn_loc": 0.06367279100231826, "loss_sem_seg": 0.42423035576939583, "lr": 0.02, "mask_rcnn/accuracy": 0.894688748127198, "mask_rcnn/false_negative": 0.0844805609359732, "mask_rcnn/false_positive": 0.12922622722337124, "roi_head/num_bg_samples": 456.5, "roi_head/num_fg_samples": 55.5, "rpn/num_neg_anchors": 235.0, "rpn/num_pos_anchors": 21.0, "time": 0.5663878755021869, "total_loss": 1.2486370513797738} {"data_time": 0.012380878499243408, "eta_seconds": 128581.63416204094, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.323086487980105, "fast_rcnn/fg_cls_accuracy": 0.6349818511796733, "iteration": 42239, "loss_box_reg": 0.26496577356010675, "loss_cls": 0.2685024356469512, "loss_mask": 0.2639302872121334, "loss_rpn_cls": 0.04911834513768554, "loss_rpn_loc": 0.07060635427478701, "loss_sem_seg": 0.3748194216750562, "lr": 0.02, "mask_rcnn/accuracy": 0.869940763190522, "mask_rcnn/false_negative": 0.1001008898319997, "mask_rcnn/false_positive": 0.16841992237425224, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5766583069998887, "total_loss": 1.342980092354992} {"data_time": 0.013004784499571542, "eta_seconds": 128588.64848791709, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.45885024744085146, "fast_rcnn/fg_cls_accuracy": 0.47150072150072153, "iteration": 42259, "loss_box_reg": 0.25842690374702215, "loss_cls": 0.2602741157170385, "loss_mask": 0.2761970963329077, "loss_rpn_cls": 0.05353857146110386, "loss_rpn_loc": 0.08346445742063224, "loss_sem_seg": 0.36280906945466995, "lr": 0.02, "mask_rcnn/accuracy": 0.8626819465048248, "mask_rcnn/false_negative": 0.1298409824594094, "mask_rcnn/false_positive": 0.1361789903435126, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5642346875010844, "total_loss": 1.285092415229883} {"data_time": 0.013243519999377895, "eta_seconds": 128577.35595398706, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.44617117117117117, "fast_rcnn/fg_cls_accuracy": 0.5438585907335907, "iteration": 42279, "loss_box_reg": 0.24920748616568744, "loss_cls": 0.23403946543112397, "loss_mask": 0.2737452629953623, "loss_rpn_cls": 0.05391633391263895, "loss_rpn_loc": 0.08200257719727233, "loss_sem_seg": 0.34159319987520576, "lr": 0.02, "mask_rcnn/accuracy": 0.8760338608099489, "mask_rcnn/false_negative": 0.10183811132785986, "mask_rcnn/false_positive": 0.14220480211135325, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 206.0, "rpn/num_pos_anchors": 50.0, "time": 0.544515224000861, "total_loss": 1.2289037738228217} {"data_time": 0.012233578499944997, "eta_seconds": 128566.06342005703, "fast_rcnn/cls_accuracy": 0.9130859375, "fast_rcnn/false_negative": 0.4507792207792208, "fast_rcnn/fg_cls_accuracy": 0.49876750700280115, "iteration": 42299, "loss_box_reg": 0.2520276727154851, "loss_cls": 0.24157461989670992, "loss_mask": 0.27437583915889263, "loss_rpn_cls": 0.05642890906892717, "loss_rpn_loc": 0.07549406716134399, "loss_sem_seg": 0.37332583824172616, "lr": 0.02, "mask_rcnn/accuracy": 0.8673554973937627, "mask_rcnn/false_negative": 0.12756969976398025, "mask_rcnn/false_positive": 0.1341337708425246, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5738274380000803, "total_loss": 1.2659801875124685} {"data_time": 0.012769227500029956, "eta_seconds": 128561.78494065448, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.3707390237251159, "fast_rcnn/fg_cls_accuracy": 0.6154493569343258, "iteration": 42319, "loss_box_reg": 0.24670273810625076, "loss_cls": 0.23399632889777422, "loss_mask": 0.2795608686283231, "loss_rpn_cls": 0.05461162514984608, "loss_rpn_loc": 0.088851544278441, "loss_sem_seg": 0.3979754038155079, "lr": 0.02, "mask_rcnn/accuracy": 0.8801850328612912, "mask_rcnn/false_negative": 0.09095204624050988, "mask_rcnn/false_positive": 0.15354846612936052, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5674821829979919, "total_loss": 1.298978059185174} {"data_time": 0.013217068999438197, "eta_seconds": 128569.58253119125, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.3446358809976961, "fast_rcnn/fg_cls_accuracy": 0.5743820743820744, "iteration": 42339, "loss_box_reg": 0.2516205692663789, "loss_cls": 0.24066555337049067, "loss_mask": 0.2820014748722315, "loss_rpn_cls": 0.05263564828783274, "loss_rpn_loc": 0.07569848210550845, "loss_sem_seg": 0.3661958836019039, "lr": 0.02, "mask_rcnn/accuracy": 0.8869060067720782, "mask_rcnn/false_negative": 0.10084158702082957, "mask_rcnn/false_positive": 0.1409359782951436, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.568124423001791, "total_loss": 1.2559274900122546} {"data_time": 0.01355442899875925, "eta_seconds": 128579.16727804099, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.35992132867132864, "fast_rcnn/fg_cls_accuracy": 0.5852721229746572, "iteration": 42359, "loss_box_reg": 0.24011920019984245, "loss_cls": 0.2315669513773173, "loss_mask": 0.2687423387542367, "loss_rpn_cls": 0.052136078651528805, "loss_rpn_loc": 0.08097087917849422, "loss_sem_seg": 0.3484444431960583, "lr": 0.02, "mask_rcnn/accuracy": 0.877266850963493, "mask_rcnn/false_negative": 0.09977924702379543, "mask_rcnn/false_positive": 0.1314520978917285, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.5676141874992027, "total_loss": 1.2088634429383092} {"data_time": 0.01206620499942801, "eta_seconds": 128697.18028563618, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.3528020028061295, "fast_rcnn/fg_cls_accuracy": 0.6351619026658231, "iteration": 42379, "loss_box_reg": 0.23545164498500526, "loss_cls": 0.22588158026337624, "loss_mask": 0.270729458425194, "loss_rpn_cls": 0.06163582392036915, "loss_rpn_loc": 0.0904650897718966, "loss_sem_seg": 0.4048889223486185, "lr": 0.02, "mask_rcnn/accuracy": 0.8871926733489675, "mask_rcnn/false_negative": 0.11291364967799151, "mask_rcnn/false_positive": 0.12327484409382769, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5793931594998867, "total_loss": 1.2978417115009506} {"data_time": 0.013031096998020075, "eta_seconds": 128590.94159201256, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.351140964298859, "fast_rcnn/fg_cls_accuracy": 0.5629066291542113, "iteration": 42399, "loss_box_reg": 0.2358388884458691, "loss_cls": 0.2281521640252322, "loss_mask": 0.25933612743392587, "loss_rpn_cls": 0.05036895489320159, "loss_rpn_loc": 0.07316845454624854, "loss_sem_seg": 0.3407271238975227, "lr": 0.02, "mask_rcnn/accuracy": 0.8855080081483142, "mask_rcnn/false_negative": 0.10106457047866807, "mask_rcnn/false_positive": 0.12229901248086036, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5528434045008908, "total_loss": 1.233984910941217} {"data_time": 0.012685511999734445, "eta_seconds": 128584.16610661137, "fast_rcnn/cls_accuracy": 0.904296875, "fast_rcnn/false_negative": 0.42465277777777777, "fast_rcnn/fg_cls_accuracy": 0.4805497014401124, "iteration": 42419, "loss_box_reg": 0.26266995212063193, "loss_cls": 0.2563317153835669, "loss_mask": 0.2700228849425912, "loss_rpn_cls": 0.05369685182813555, "loss_rpn_loc": 0.08321507624350488, "loss_sem_seg": 0.4181843209080398, "lr": 0.02, "mask_rcnn/accuracy": 0.8594316300727644, "mask_rcnn/false_negative": 0.11241200975274286, "mask_rcnn/false_positive": 0.1560791435276806, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.5651913589990727, "total_loss": 1.3449262622161768} {"data_time": 0.012602716498804512, "eta_seconds": 128719.84153367805, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.41107103218645946, "fast_rcnn/fg_cls_accuracy": 0.5744025157232704, "iteration": 42439, "loss_box_reg": 0.2503130214754492, "loss_cls": 0.23152914829552174, "loss_mask": 0.26993791200220585, "loss_rpn_cls": 0.05461423221277073, "loss_rpn_loc": 0.06861970713362098, "loss_sem_seg": 0.3641369715332985, "lr": 0.02, "mask_rcnn/accuracy": 0.8748676107661415, "mask_rcnn/false_negative": 0.10764707771844384, "mask_rcnn/false_positive": 0.12761018973388016, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.571851038501336, "total_loss": 1.2695477895322256} {"data_time": 0.01319140100167715, "eta_seconds": 128739.95081137384, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.4152432712215321, "fast_rcnn/fg_cls_accuracy": 0.5695373467112597, "iteration": 42459, "loss_box_reg": 0.2626298831310123, "loss_cls": 0.23415744490921497, "loss_mask": 0.2661208538338542, "loss_rpn_cls": 0.060262636630795896, "loss_rpn_loc": 0.08756538311718032, "loss_sem_seg": 0.3869826919399202, "lr": 0.02, "mask_rcnn/accuracy": 0.8750891148542894, "mask_rcnn/false_negative": 0.09797807290609795, "mask_rcnn/false_positive": 0.14910109761596446, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.5692834245000995, "total_loss": 1.3348996869754046} {"data_time": 0.01246160300070187, "eta_seconds": 128859.28534672451, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.4309048178613396, "fast_rcnn/fg_cls_accuracy": 0.4856521739130435, "iteration": 42479, "loss_box_reg": 0.2478389604948461, "loss_cls": 0.2305924748070538, "loss_mask": 0.2841985896229744, "loss_rpn_cls": 0.05037532019196078, "loss_rpn_loc": 0.0823101326241158, "loss_sem_seg": 0.3735958719626069, "lr": 0.02, "mask_rcnn/accuracy": 0.8809335355763928, "mask_rcnn/false_negative": 0.11224153020256891, "mask_rcnn/false_positive": 0.15194988509627755, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5699918534992321, "total_loss": 1.3347653095261194} {"data_time": 0.012362248500721762, "eta_seconds": 128847.95810349451, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.4336979166666667, "fast_rcnn/fg_cls_accuracy": 0.5267789909638554, "iteration": 42499, "loss_box_reg": 0.2589057330042124, "loss_cls": 0.25007639126852155, "loss_mask": 0.27966195717453957, "loss_rpn_cls": 0.050391750992275774, "loss_rpn_loc": 0.08352340702549554, "loss_sem_seg": 0.33791186194866896, "lr": 0.02, "mask_rcnn/accuracy": 0.8814440993788819, "mask_rcnn/false_negative": 0.09611485304788675, "mask_rcnn/false_positive": 0.1386524046237806, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5535500240002875, "total_loss": 1.290853899961803} {"data_time": 0.013579809998191195, "eta_seconds": 128919.57054676164, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.3811802232854864, "fast_rcnn/fg_cls_accuracy": 0.5925039872408293, "iteration": 42519, "loss_box_reg": 0.2531378329731524, "loss_cls": 0.2486399570479989, "loss_mask": 0.276960963383317, "loss_rpn_cls": 0.060815094504505396, "loss_rpn_loc": 0.08116606026305817, "loss_sem_seg": 0.40202325861901045, "lr": 0.02, "mask_rcnn/accuracy": 0.8862354704425821, "mask_rcnn/false_negative": 0.09124355836305541, "mask_rcnn/false_positive": 0.12497105765129049, "roi_head/num_bg_samples": 468.0, "roi_head/num_fg_samples": 44.0, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5781641514986404, "total_loss": 1.3445858215127373} {"data_time": 0.012196577499707928, "eta_seconds": 128908.23601152161, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.40545631067961163, "fast_rcnn/fg_cls_accuracy": 0.48954723001595424, "iteration": 42539, "loss_box_reg": 0.23545852024108171, "loss_cls": 0.23851933982223272, "loss_mask": 0.27973073069006205, "loss_rpn_cls": 0.05587735023436835, "loss_rpn_loc": 0.0782296416000463, "loss_sem_seg": 0.3678367161192, "lr": 0.02, "mask_rcnn/accuracy": 0.8924165217465432, "mask_rcnn/false_negative": 0.08796301035238432, "mask_rcnn/false_positive": 0.12748996271862717, "roi_head/num_bg_samples": 458.75, "roi_head/num_fg_samples": 53.25, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5651094630011357, "total_loss": 1.2740868158289231} {"data_time": 0.012686148498687544, "eta_seconds": 128832.60310901329, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.3294573643410853, "fast_rcnn/fg_cls_accuracy": 0.6074346405228759, "iteration": 42559, "loss_box_reg": 0.23705548280850053, "loss_cls": 0.22753184847533703, "loss_mask": 0.2631935905665159, "loss_rpn_cls": 0.05405066075036302, "loss_rpn_loc": 0.07189011268201284, "loss_sem_seg": 0.3597912318073213, "lr": 0.02, "mask_rcnn/accuracy": 0.8884900909727478, "mask_rcnn/false_negative": 0.09783558482246757, "mask_rcnn/false_positive": 0.11276999360509947, "roi_head/num_bg_samples": 460.75, "roi_head/num_fg_samples": 51.25, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5653615009996429, "total_loss": 1.2367443505791016} {"data_time": 0.011940258000322501, "eta_seconds": 128845.4239501233, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.4035528273809524, "fast_rcnn/fg_cls_accuracy": 0.5905877976190477, "iteration": 42579, "loss_box_reg": 0.24696132424287498, "loss_cls": 0.23585325945168734, "loss_mask": 0.2677151784300804, "loss_rpn_cls": 0.06029018241679296, "loss_rpn_loc": 0.07778641197364777, "loss_sem_seg": 0.349392824806273, "lr": 0.02, "mask_rcnn/accuracy": 0.8773799682621692, "mask_rcnn/false_negative": 0.10632065292955996, "mask_rcnn/false_positive": 0.15225480164406707, "roi_head/num_bg_samples": 456.75, "roi_head/num_fg_samples": 55.25, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5673525054990023, "total_loss": 1.2198203876032494} {"data_time": 0.012578863499584259, "eta_seconds": 128834.09294516331, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.3769944937904425, "fast_rcnn/fg_cls_accuracy": 0.5614520456069751, "iteration": 42599, "loss_box_reg": 0.24232695624232292, "loss_cls": 0.2337156687863171, "loss_mask": 0.2720988471992314, "loss_rpn_cls": 0.04322634608251974, "loss_rpn_loc": 0.07525893824640661, "loss_sem_seg": 0.3665824793279171, "lr": 0.02, "mask_rcnn/accuracy": 0.8867538172361488, "mask_rcnn/false_negative": 0.09642464367084588, "mask_rcnn/false_positive": 0.12989418521134743, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5548094950008817, "total_loss": 1.2214104118174873} {"data_time": 0.01287259950004227, "eta_seconds": 128798.61646550336, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.3797489823609227, "fast_rcnn/fg_cls_accuracy": 0.5893069861957816, "iteration": 42619, "loss_box_reg": 0.2675406592898071, "loss_cls": 0.257986250333488, "loss_mask": 0.2844303473830223, "loss_rpn_cls": 0.05763393669622019, "loss_rpn_loc": 0.1004438859235961, "loss_sem_seg": 0.35969856195151806, "lr": 0.02, "mask_rcnn/accuracy": 0.8755083929097579, "mask_rcnn/false_negative": 0.103577280592417, "mask_rcnn/false_positive": 0.15147480542522412, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.5657234789978247, "total_loss": 1.3323817880591378} {"data_time": 0.012089651499991305, "eta_seconds": 128738.56014389536, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.4547519341330115, "fast_rcnn/fg_cls_accuracy": 0.47818756585879874, "iteration": 42639, "loss_box_reg": 0.23957695986609906, "loss_cls": 0.2272252116817981, "loss_mask": 0.26766158267855644, "loss_rpn_cls": 0.04969711016747169, "loss_rpn_loc": 0.07656525849597529, "loss_sem_seg": 0.36692637391388416, "lr": 0.02, "mask_rcnn/accuracy": 0.8657430936534016, "mask_rcnn/false_negative": 0.10979582994906659, "mask_rcnn/false_positive": 0.15978818907374223, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5583505160011555, "total_loss": 1.2320945951505564} {"data_time": 0.012552135998703307, "eta_seconds": 128727.23554907533, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.3753048780487805, "fast_rcnn/fg_cls_accuracy": 0.5823244552058111, "iteration": 42659, "loss_box_reg": 0.24319943133741617, "loss_cls": 0.2526109286118299, "loss_mask": 0.27651104517281055, "loss_rpn_cls": 0.05318519505817676, "loss_rpn_loc": 0.08372022304683924, "loss_sem_seg": 0.3675447478890419, "lr": 0.02, "mask_rcnn/accuracy": 0.8690896227098794, "mask_rcnn/false_negative": 0.11735342231108829, "mask_rcnn/false_positive": 0.14346506229533357, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5627839134995156, "total_loss": 1.3123342301187222} {"data_time": 0.012544180499389768, "eta_seconds": 128715.91095425529, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.41361464968152867, "fast_rcnn/fg_cls_accuracy": 0.5337496898006452, "iteration": 42679, "loss_box_reg": 0.2471196185797453, "loss_cls": 0.24474086705595255, "loss_mask": 0.2911726674064994, "loss_rpn_cls": 0.06328890688018873, "loss_rpn_loc": 0.08914861592347734, "loss_sem_seg": 0.35903104580938816, "lr": 0.02, "mask_rcnn/accuracy": 0.8648198410089635, "mask_rcnn/false_negative": 0.12505879917481189, "mask_rcnn/false_positive": 0.14030103539006605, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5656280585008062, "total_loss": 1.3146520213922486} {"data_time": 0.013357109999560635, "eta_seconds": 128704.58635943526, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.3742309596209603, "fast_rcnn/fg_cls_accuracy": 0.5686711683016945, "iteration": 42699, "loss_box_reg": 0.2482895532157272, "loss_cls": 0.2463618223555386, "loss_mask": 0.28782354574650526, "loss_rpn_cls": 0.0508828847669065, "loss_rpn_loc": 0.09046687878435478, "loss_sem_seg": 0.35144903091713786, "lr": 0.02, "mask_rcnn/accuracy": 0.8746939358393846, "mask_rcnn/false_negative": 0.11460135446020717, "mask_rcnn/false_positive": 0.12258042774602299, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5694894655007374, "total_loss": 1.294896891908138} {"data_time": 0.013708655998925678, "eta_seconds": 128654.47944351002, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.3916505230530802, "fast_rcnn/fg_cls_accuracy": 0.5619485999232834, "iteration": 42719, "loss_box_reg": 0.25783513439819217, "loss_cls": 0.24427479365840554, "loss_mask": 0.27061295649036765, "loss_rpn_cls": 0.052267603925429285, "loss_rpn_loc": 0.07338190119480714, "loss_sem_seg": 0.36617901735007763, "lr": 0.02, "mask_rcnn/accuracy": 0.8958766885875229, "mask_rcnn/false_negative": 0.08220552008681428, "mask_rcnn/false_positive": 0.14707063551500982, "roi_head/num_bg_samples": 456.25, "roi_head/num_fg_samples": 55.75, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5733492255003512, "total_loss": 1.3423355521226767} {"data_time": 0.012547153499326669, "eta_seconds": 128658.36065857278, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.3481967213114754, "fast_rcnn/fg_cls_accuracy": 0.525258044930176, "iteration": 42739, "loss_box_reg": 0.24567698314785957, "loss_cls": 0.235766036901623, "loss_mask": 0.2830061502754688, "loss_rpn_cls": 0.04450946403085254, "loss_rpn_loc": 0.07958947171573527, "loss_sem_seg": 0.4072884013876319, "lr": 0.02, "mask_rcnn/accuracy": 0.8867593443038553, "mask_rcnn/false_negative": 0.09624766672367617, "mask_rcnn/false_positive": 0.13077356096214285, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.5636785170008807, "total_loss": 1.331989132486342} {"data_time": 0.012574860998938675, "eta_seconds": 128647.0381385928, "fast_rcnn/cls_accuracy": 0.90283203125, "fast_rcnn/false_negative": 0.41407970814977973, "fast_rcnn/fg_cls_accuracy": 0.5416666666666666, "iteration": 42759, "loss_box_reg": 0.25463348207995296, "loss_cls": 0.245954186655581, "loss_mask": 0.25732223503291607, "loss_rpn_cls": 0.052307613113953266, "loss_rpn_loc": 0.07421392647665925, "loss_sem_seg": 0.3840252594090998, "lr": 0.02, "mask_rcnn/accuracy": 0.8676794587812804, "mask_rcnn/false_negative": 0.10298514077656902, "mask_rcnn/false_positive": 0.13625141953107212, "roi_head/num_bg_samples": 428.75, "roi_head/num_fg_samples": 83.25, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5659719615014183, "total_loss": 1.3077377316512866} {"data_time": 0.012694548000581563, "eta_seconds": 128593.80197889991, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.40882042422497356, "fast_rcnn/fg_cls_accuracy": 0.5353573213393303, "iteration": 42779, "loss_box_reg": 0.2634063931182027, "loss_cls": 0.2561733005568385, "loss_mask": 0.283942143432796, "loss_rpn_cls": 0.05274045348051004, "loss_rpn_loc": 0.07783438035403378, "loss_sem_seg": 0.3687633494846523, "lr": 0.02, "mask_rcnn/accuracy": 0.8756826532081303, "mask_rcnn/false_negative": 0.09976481370677885, "mask_rcnn/false_positive": 0.13715387257887995, "roi_head/num_bg_samples": 470.25, "roi_head/num_fg_samples": 41.75, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5497738869999012, "total_loss": 1.3385080131411087} {"data_time": 0.012493702499341452, "eta_seconds": 128582.4831481599, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.32098765432098764, "fast_rcnn/fg_cls_accuracy": 0.5844184027777778, "iteration": 42799, "loss_box_reg": 0.2626950950361788, "loss_cls": 0.2425851351581514, "loss_mask": 0.2782248966395855, "loss_rpn_cls": 0.04977384672383778, "loss_rpn_loc": 0.07202526956098154, "loss_sem_seg": 0.3354563629254699, "lr": 0.02, "mask_rcnn/accuracy": 0.8915560717002265, "mask_rcnn/false_negative": 0.09961128197823431, "mask_rcnn/false_positive": 0.10090800802044192, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5745405385005142, "total_loss": 1.2463945859053638} {"data_time": 0.012635719500394771, "eta_seconds": 128565.50444335707, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.40645323499832386, "fast_rcnn/fg_cls_accuracy": 0.5766815738356598, "iteration": 42819, "loss_box_reg": 0.23850954975932837, "loss_cls": 0.23249103827401996, "loss_mask": 0.27187668066471815, "loss_rpn_cls": 0.05060052504995838, "loss_rpn_loc": 0.07940752647118643, "loss_sem_seg": 0.34941066708415747, "lr": 0.02, "mask_rcnn/accuracy": 0.8947317835584938, "mask_rcnn/false_negative": 0.093685157216792, "mask_rcnn/false_positive": 0.12889852428364304, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5631866330004414, "total_loss": 1.2638486323703546} {"data_time": 0.013150392498573638, "eta_seconds": 128545.14271741261, "fast_rcnn/cls_accuracy": 0.90771484375, "fast_rcnn/false_negative": 0.4958097928436912, "fast_rcnn/fg_cls_accuracy": 0.47799392935982343, "iteration": 42839, "loss_box_reg": 0.25226067937910557, "loss_cls": 0.26050174701958895, "loss_mask": 0.29254309739917517, "loss_rpn_cls": 0.05686539557063952, "loss_rpn_loc": 0.07567418078542687, "loss_sem_seg": 0.42702860524877906, "lr": 0.02, "mask_rcnn/accuracy": 0.8431603999268504, "mask_rcnn/false_negative": 0.1129261146563163, "mask_rcnn/false_positive": 0.16662221930866242, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.559457041999849, "total_loss": 1.3687128456076607} {"data_time": 0.011744516499675228, "eta_seconds": 128548.52665593983, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.3539551514081398, "fast_rcnn/fg_cls_accuracy": 0.5717967599410898, "iteration": 42859, "loss_box_reg": 0.23913630284368992, "loss_cls": 0.2408868009224534, "loss_mask": 0.2621122505515814, "loss_rpn_cls": 0.04982353388913907, "loss_rpn_loc": 0.07964149978943169, "loss_sem_seg": 0.3696869038976729, "lr": 0.02, "mask_rcnn/accuracy": 0.8955264231135717, "mask_rcnn/false_negative": 0.08539990761310606, "mask_rcnn/false_positive": 0.10274626849955917, "roi_head/num_bg_samples": 456.25, "roi_head/num_fg_samples": 55.75, "rpn/num_neg_anchors": 235.5, "rpn/num_pos_anchors": 20.5, "time": 0.557573809999667, "total_loss": 1.2538018387858756} {"data_time": 0.013459244000841863, "eta_seconds": 128499.48836420584, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.3574316519060454, "fast_rcnn/fg_cls_accuracy": 0.5987854943551145, "iteration": 42879, "loss_box_reg": 0.24640821618959308, "loss_cls": 0.23625409975647926, "loss_mask": 0.26115711871534586, "loss_rpn_cls": 0.047706060111522675, "loss_rpn_loc": 0.07351612774073146, "loss_sem_seg": 0.3593495674431324, "lr": 0.02, "mask_rcnn/accuracy": 0.8935809349631683, "mask_rcnn/false_negative": 0.11422707216890399, "mask_rcnn/false_positive": 0.12511354804957384, "roi_head/num_bg_samples": 457.75, "roi_head/num_fg_samples": 54.25, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5630777044989372, "total_loss": 1.2186720439349301} {"data_time": 0.01284151450090576, "eta_seconds": 128506.25690743586, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.4490003702332469, "fast_rcnn/fg_cls_accuracy": 0.46846846846846846, "iteration": 42899, "loss_box_reg": 0.2524090011138469, "loss_cls": 0.2447490356862545, "loss_mask": 0.2665161909535527, "loss_rpn_cls": 0.052987512870458886, "loss_rpn_loc": 0.08076728717423975, "loss_sem_seg": 0.36727477330714464, "lr": 0.02, "mask_rcnn/accuracy": 0.8807921906136191, "mask_rcnn/false_negative": 0.10425715153697149, "mask_rcnn/false_positive": 0.13262464557179693, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5586238430005324, "total_loss": 1.2704643044853583} {"data_time": 0.01258394300020882, "eta_seconds": 128477.3820161026, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3205128205128205, "fast_rcnn/fg_cls_accuracy": 0.6414457635387868, "iteration": 42919, "loss_box_reg": 0.26823104824870825, "loss_cls": 0.24189258459955454, "loss_mask": 0.29561179503798485, "loss_rpn_cls": 0.05240868974942714, "loss_rpn_loc": 0.10815259930677712, "loss_sem_seg": 0.37972752936184406, "lr": 0.02, "mask_rcnn/accuracy": 0.8659402551898556, "mask_rcnn/false_negative": 0.11978532144770737, "mask_rcnn/false_positive": 0.14439491987007053, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5673377154998889, "total_loss": 1.4058617891860195} {"data_time": 0.012079222999091144, "eta_seconds": 128415.02201288371, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3870868087735558, "fast_rcnn/fg_cls_accuracy": 0.604540611425293, "iteration": 42939, "loss_box_reg": 0.25075066881254315, "loss_cls": 0.2420601830817759, "loss_mask": 0.2700068196281791, "loss_rpn_cls": 0.059282769536366686, "loss_rpn_loc": 0.0919064583722502, "loss_sem_seg": 0.4027677997946739, "lr": 0.02, "mask_rcnn/accuracy": 0.8831836291209008, "mask_rcnn/false_negative": 0.09664295887777427, "mask_rcnn/false_positive": 0.13238209422471933, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5610858804975578, "total_loss": 1.3378121385467239} {"data_time": 0.012407443500705995, "eta_seconds": 128315.51914725389, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.38974078130704637, "fast_rcnn/fg_cls_accuracy": 0.5796328169822146, "iteration": 42959, "loss_box_reg": 0.24616862507537007, "loss_cls": 0.2441266649402678, "loss_mask": 0.2807943234220147, "loss_rpn_cls": 0.05847831492428668, "loss_rpn_loc": 0.07426535693230107, "loss_sem_seg": 0.36959120724350214, "lr": 0.02, "mask_rcnn/accuracy": 0.8869922386656526, "mask_rcnn/false_negative": 0.11351170932613597, "mask_rcnn/false_positive": 0.12117692825278906, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5639640685003542, "total_loss": 1.262365337985102} {"data_time": 0.013209413000367931, "eta_seconds": 128384.9847069693, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.37138157894736845, "fast_rcnn/fg_cls_accuracy": 0.5357447926933439, "iteration": 42979, "loss_box_reg": 0.2731269239448011, "loss_cls": 0.25442944886162877, "loss_mask": 0.2859721761196852, "loss_rpn_cls": 0.05384216154925525, "loss_rpn_loc": 0.07795590368914418, "loss_sem_seg": 0.35379805974662304, "lr": 0.02, "mask_rcnn/accuracy": 0.8829245107853267, "mask_rcnn/false_negative": 0.1148310006249042, "mask_rcnn/false_positive": 0.11181536494303687, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5711224650003714, "total_loss": 1.2912187949405052} {"data_time": 0.013102720498864073, "eta_seconds": 128312.04545914337, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3165512122711529, "fast_rcnn/fg_cls_accuracy": 0.6780792420327304, "iteration": 42999, "loss_box_reg": 0.24709161720238626, "loss_cls": 0.2367542232386768, "loss_mask": 0.2762445602566004, "loss_rpn_cls": 0.06264004413969815, "loss_rpn_loc": 0.08864632516633719, "loss_sem_seg": 0.3893274739384651, "lr": 0.02, "mask_rcnn/accuracy": 0.8932905760982013, "mask_rcnn/false_negative": 0.09309140381206152, "mask_rcnn/false_positive": 0.10790552665346309, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5565071990004071, "total_loss": 1.3085922639584169} {"data_time": 0.013501420000466169, "eta_seconds": 128362.36389484938, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.40780800575263665, "fast_rcnn/fg_cls_accuracy": 0.5604026845637584, "iteration": 43019, "loss_box_reg": 0.23490115930326283, "loss_cls": 0.2333711488172412, "loss_mask": 0.2672342024743557, "loss_rpn_cls": 0.05260588967939839, "loss_rpn_loc": 0.08033382025314495, "loss_sem_seg": 0.374596850015223, "lr": 0.02, "mask_rcnn/accuracy": 0.8854592003497119, "mask_rcnn/false_negative": 0.09255725969179546, "mask_rcnn/false_positive": 0.15427271733755515, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5648214379998535, "total_loss": 1.2756958498503082} {"data_time": 0.013011064498641645, "eta_seconds": 128225.00184625742, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.43278197702954746, "fast_rcnn/fg_cls_accuracy": 0.5640368852459017, "iteration": 43039, "loss_box_reg": 0.23791670007631183, "loss_cls": 0.22386550111696124, "loss_mask": 0.278784136287868, "loss_rpn_cls": 0.05865100433584303, "loss_rpn_loc": 0.08850635722046718, "loss_sem_seg": 0.4140125261619687, "lr": 0.02, "mask_rcnn/accuracy": 0.8757714905042303, "mask_rcnn/false_negative": 0.11976315769443481, "mask_rcnn/false_positive": 0.14094191382406118, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5538926304998313, "total_loss": 1.313955641031498} {"data_time": 0.013272730500830221, "eta_seconds": 128178.82217019369, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.36493055555555554, "fast_rcnn/fg_cls_accuracy": 0.6213235294117647, "iteration": 43059, "loss_box_reg": 0.24429310439154506, "loss_cls": 0.2285100002773106, "loss_mask": 0.26455604564398527, "loss_rpn_cls": 0.05079024320002645, "loss_rpn_loc": 0.07565812469692901, "loss_sem_seg": 0.3534581009298563, "lr": 0.02, "mask_rcnn/accuracy": 0.9136270334944154, "mask_rcnn/false_negative": 0.07965322406837091, "mask_rcnn/false_positive": 0.11843321018494155, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5626748845006659, "total_loss": 1.236692161182873} {"data_time": 0.012607648000994232, "eta_seconds": 128129.38347553575, "fast_rcnn/cls_accuracy": 0.904296875, "fast_rcnn/false_negative": 0.4182990329779321, "fast_rcnn/fg_cls_accuracy": 0.5572963919324447, "iteration": 43079, "loss_box_reg": 0.24139751680195332, "loss_cls": 0.23886266443878412, "loss_mask": 0.26655617728829384, "loss_rpn_cls": 0.04929933452513069, "loss_rpn_loc": 0.07243402255699039, "loss_sem_seg": 0.3498120945878327, "lr": 0.02, "mask_rcnn/accuracy": 0.8828731586076497, "mask_rcnn/false_negative": 0.0949653751010942, "mask_rcnn/false_positive": 0.148006106749127, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5657755359989096, "total_loss": 1.3046033002319746} {"data_time": 0.012709894001091016, "eta_seconds": 128113.08460990904, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.3836457519743123, "fast_rcnn/fg_cls_accuracy": 0.5628265412748172, "iteration": 43099, "loss_box_reg": 0.23369888169690967, "loss_cls": 0.23459738632664084, "loss_mask": 0.25923473481088877, "loss_rpn_cls": 0.05094214921700768, "loss_rpn_loc": 0.07391858793562278, "loss_sem_seg": 0.33666610019281507, "lr": 0.02, "mask_rcnn/accuracy": 0.8799074012721972, "mask_rcnn/false_negative": 0.09704674579069922, "mask_rcnn/false_positive": 0.14474092857543747, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.5616341990007641, "total_loss": 1.1740029001230141} {"data_time": 0.013109225501466426, "eta_seconds": 128114.65259787603, "fast_rcnn/cls_accuracy": 0.91162109375, "fast_rcnn/false_negative": 0.40900735294117646, "fast_rcnn/fg_cls_accuracy": 0.5734145220588236, "iteration": 43119, "loss_box_reg": 0.23418837483040988, "loss_cls": 0.22623145440593362, "loss_mask": 0.272922083735466, "loss_rpn_cls": 0.05080992076545954, "loss_rpn_loc": 0.09125792651320808, "loss_sem_seg": 0.3651749715209007, "lr": 0.02, "mask_rcnn/accuracy": 0.8816197201677434, "mask_rcnn/false_negative": 0.11611920794734523, "mask_rcnn/false_positive": 0.13057567215617305, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.568206210498829, "total_loss": 1.2652251900581177} {"data_time": 0.013869274000171572, "eta_seconds": 128145.54180416363, "fast_rcnn/cls_accuracy": 0.9140625, "fast_rcnn/false_negative": 0.44136200716845875, "fast_rcnn/fg_cls_accuracy": 0.5212260536398468, "iteration": 43139, "loss_box_reg": 0.26485008792951703, "loss_cls": 0.2559316719416529, "loss_mask": 0.276633458212018, "loss_rpn_cls": 0.05072355398442596, "loss_rpn_loc": 0.08048013065126725, "loss_sem_seg": 0.3603641053196043, "lr": 0.02, "mask_rcnn/accuracy": 0.8655693407635829, "mask_rcnn/false_negative": 0.1035731318061367, "mask_rcnn/false_positive": 0.15715349130452538, "roi_head/num_bg_samples": 430.0, "roi_head/num_fg_samples": 82.0, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5709765075007454, "total_loss": 1.2773688673914876} {"data_time": 0.012177227499705623, "eta_seconds": 128173.36371422118, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.3231829573934837, "fast_rcnn/fg_cls_accuracy": 0.5432033719704952, "iteration": 43159, "loss_box_reg": 0.23491240153089166, "loss_cls": 0.23656415846198797, "loss_mask": 0.2688775910064578, "loss_rpn_cls": 0.04490857150085503, "loss_rpn_loc": 0.0867234576435294, "loss_sem_seg": 0.3744983607903123, "lr": 0.02, "mask_rcnn/accuracy": 0.8942212825933756, "mask_rcnn/false_negative": 0.07779176370812702, "mask_rcnn/false_positive": 0.12138862239331008, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5782592529994872, "total_loss": 1.2656678471103078} {"data_time": 0.01236337350019312, "eta_seconds": 128261.14963204037, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.470026271793647, "fast_rcnn/fg_cls_accuracy": 0.4879981884057971, "iteration": 43179, "loss_box_reg": 0.2437399080954492, "loss_cls": 0.23386001540347934, "loss_mask": 0.27199012599885464, "loss_rpn_cls": 0.053722458076663315, "loss_rpn_loc": 0.07634234038414434, "loss_sem_seg": 0.386891370639205, "lr": 0.02, "mask_rcnn/accuracy": 0.8690241444679137, "mask_rcnn/false_negative": 0.11722923043035717, "mask_rcnn/false_positive": 0.1371577301561358, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5778943895002158, "total_loss": 1.275359379244037} {"data_time": 0.01211999200131686, "eta_seconds": 128260.5702403097, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.3525483718735253, "fast_rcnn/fg_cls_accuracy": 0.5917871102627035, "iteration": 43199, "loss_box_reg": 0.2339055142365396, "loss_cls": 0.2343558412976563, "loss_mask": 0.27113316114991903, "loss_rpn_cls": 0.04553324336302467, "loss_rpn_loc": 0.065431039838586, "loss_sem_seg": 0.3528289902023971, "lr": 0.02, "mask_rcnn/accuracy": 0.8911944623080688, "mask_rcnn/false_negative": 0.08975165511013287, "mask_rcnn/false_positive": 0.13671793389480924, "roi_head/num_bg_samples": 463.25, "roi_head/num_fg_samples": 48.75, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5572504294996179, "total_loss": 1.2634592461399734} {"data_time": 0.012340829000095255, "eta_seconds": 128264.39497171271, "fast_rcnn/cls_accuracy": 0.91259765625, "fast_rcnn/false_negative": 0.37898936170212766, "fast_rcnn/fg_cls_accuracy": 0.5751322751322752, "iteration": 43219, "loss_box_reg": 0.2648522686213255, "loss_cls": 0.24539356911554933, "loss_mask": 0.26917933858931065, "loss_rpn_cls": 0.050452431809389964, "loss_rpn_loc": 0.08069150426308624, "loss_sem_seg": 0.35219954419881105, "lr": 0.02, "mask_rcnn/accuracy": 0.8953411135659621, "mask_rcnn/false_negative": 0.10401345593082179, "mask_rcnn/false_positive": 0.11653508587804244, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 234.25, "rpn/num_pos_anchors": 21.75, "time": 0.5782687959999748, "total_loss": 1.2857627987250453} {"data_time": 0.01208060750104778, "eta_seconds": 128137.65870715701, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.46113758189398446, "fast_rcnn/fg_cls_accuracy": 0.50583075849696, "iteration": 43239, "loss_box_reg": 0.2387221003882587, "loss_cls": 0.2340517584234476, "loss_mask": 0.27444647438824177, "loss_rpn_cls": 0.06219787948066369, "loss_rpn_loc": 0.07504398102173582, "loss_sem_seg": 0.3680950691923499, "lr": 0.02, "mask_rcnn/accuracy": 0.9059490572544807, "mask_rcnn/false_negative": 0.07636568133362517, "mask_rcnn/false_positive": 0.12237843191807644, "roi_head/num_bg_samples": 460.0, "roi_head/num_fg_samples": 52.0, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5554003280012694, "total_loss": 1.2624276081332937} {"data_time": 0.012560932998894714, "eta_seconds": 128113.33030925221, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.4339981006647673, "fast_rcnn/fg_cls_accuracy": 0.5410440878066778, "iteration": 43259, "loss_box_reg": 0.22455523582175374, "loss_cls": 0.21669861022382975, "loss_mask": 0.26918643433600664, "loss_rpn_cls": 0.05489192227832973, "loss_rpn_loc": 0.08947716827969998, "loss_sem_seg": 0.38321225391700864, "lr": 0.02, "mask_rcnn/accuracy": 0.8908071646166884, "mask_rcnn/false_negative": 0.08470433641903635, "mask_rcnn/false_positive": 0.1345564353157154, "roi_head/num_bg_samples": 463.0, "roi_head/num_fg_samples": 49.0, "rpn/num_neg_anchors": 237.0, "rpn/num_pos_anchors": 19.0, "time": 0.5627746160007518, "total_loss": 1.2112059082719497} {"data_time": 0.012406984000335797, "eta_seconds": 128149.25712913563, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.39529761904761906, "fast_rcnn/fg_cls_accuracy": 0.5684940732758621, "iteration": 43279, "loss_box_reg": 0.26293843728490174, "loss_cls": 0.2554827234707773, "loss_mask": 0.2680303668603301, "loss_rpn_cls": 0.05744701097137295, "loss_rpn_loc": 0.08632315043359995, "loss_sem_seg": 0.4150948842288926, "lr": 0.02, "mask_rcnn/accuracy": 0.8694794821976767, "mask_rcnn/false_negative": 0.10139193362556717, "mask_rcnn/false_positive": 0.1473969426866826, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5593419514989364, "total_loss": 1.3380685168376658} {"data_time": 0.011520284499056288, "eta_seconds": 128146.93625858169, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.4789983556159291, "fast_rcnn/fg_cls_accuracy": 0.4943181818181818, "iteration": 43299, "loss_box_reg": 0.24778447998687625, "loss_cls": 0.25885375076904893, "loss_mask": 0.26613057823851705, "loss_rpn_cls": 0.04597659345017746, "loss_rpn_loc": 0.07419103529537097, "loss_sem_seg": 0.4134341520257294, "lr": 0.02, "mask_rcnn/accuracy": 0.8687127853013197, "mask_rcnn/false_negative": 0.11448389797200897, "mask_rcnn/false_positive": 0.14667596306226732, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5728424645003543, "total_loss": 1.2934180339216255} {"data_time": 0.012785500501195202, "eta_seconds": 128107.16338133952, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.46814123376623373, "fast_rcnn/fg_cls_accuracy": 0.4606392395320197, "iteration": 43319, "loss_box_reg": 0.23901234939694405, "loss_cls": 0.23774331668391824, "loss_mask": 0.26676953537389636, "loss_rpn_cls": 0.05184237365028821, "loss_rpn_loc": 0.07401958564878441, "loss_sem_seg": 0.37704290356487036, "lr": 0.02, "mask_rcnn/accuracy": 0.8730499481554564, "mask_rcnn/false_negative": 0.09946220113181703, "mask_rcnn/false_positive": 0.14087896958170748, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5600498115018127, "total_loss": 1.2877022631582804} {"data_time": 0.011786744500568602, "eta_seconds": 128081.15090435708, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.3927272727272727, "fast_rcnn/fg_cls_accuracy": 0.5779078014184398, "iteration": 43339, "loss_box_reg": 0.26205086428672075, "loss_cls": 0.2530874558724463, "loss_mask": 0.28093548212200403, "loss_rpn_cls": 0.05979050637688488, "loss_rpn_loc": 0.11096387845464051, "loss_sem_seg": 0.3725904356688261, "lr": 0.02, "mask_rcnn/accuracy": 0.8701181365403304, "mask_rcnn/false_negative": 0.12319096877804336, "mask_rcnn/false_positive": 0.14739889343081639, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 200.25, "rpn/num_pos_anchors": 55.75, "time": 0.5732814995008084, "total_loss": 1.3498563751927577} {"data_time": 0.013407387499682955, "eta_seconds": 128056.82825170229, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.43714080459770116, "fast_rcnn/fg_cls_accuracy": 0.540104763463742, "iteration": 43359, "loss_box_reg": 0.26889797765761614, "loss_cls": 0.26754004089161754, "loss_mask": 0.27721338253468275, "loss_rpn_cls": 0.06352857215097174, "loss_rpn_loc": 0.09354627836728469, "loss_sem_seg": 0.3791177230887115, "lr": 0.02, "mask_rcnn/accuracy": 0.8782068618999592, "mask_rcnn/false_negative": 0.10938208050865454, "mask_rcnn/false_positive": 0.13945651168669237, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5681753199987725, "total_loss": 1.3216781590308528} {"data_time": 0.01314894350070972, "eta_seconds": 128009.9745183234, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.423269373014837, "fast_rcnn/fg_cls_accuracy": 0.5653924750570982, "iteration": 43379, "loss_box_reg": 0.23382552154362202, "loss_cls": 0.2331797294318676, "loss_mask": 0.28225912619382143, "loss_rpn_cls": 0.05209824274061248, "loss_rpn_loc": 0.08267199932015501, "loss_sem_seg": 0.3725921493023634, "lr": 0.02, "mask_rcnn/accuracy": 0.8732779023094117, "mask_rcnn/false_negative": 0.09955849509525846, "mask_rcnn/false_positive": 0.12047885315284719, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5657515175007575, "total_loss": 1.2552124262001598} {"data_time": 0.012414792998242774, "eta_seconds": 127998.67724450339, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.4378221649484536, "fast_rcnn/fg_cls_accuracy": 0.5210261328218653, "iteration": 43399, "loss_box_reg": 0.24538748082704842, "loss_cls": 0.23836625460535288, "loss_mask": 0.26979435235261917, "loss_rpn_cls": 0.054832945941598155, "loss_rpn_loc": 0.0877479225746356, "loss_sem_seg": 0.34873597137629986, "lr": 0.02, "mask_rcnn/accuracy": 0.867218770722966, "mask_rcnn/false_negative": 0.10975603183239395, "mask_rcnn/false_positive": 0.18136896070448005, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.5639826750011707, "total_loss": 1.2176479581394233} {"data_time": 0.012518307001300855, "eta_seconds": 127997.6976761347, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.4214975845410628, "fast_rcnn/fg_cls_accuracy": 0.5497777777777778, "iteration": 43419, "loss_box_reg": 0.2392425211146474, "loss_cls": 0.22504375781863928, "loss_mask": 0.2717363219708204, "loss_rpn_cls": 0.047583640305674635, "loss_rpn_loc": 0.07938196902978234, "loss_sem_seg": 0.3416083944030106, "lr": 0.02, "mask_rcnn/accuracy": 0.8906557154111645, "mask_rcnn/false_negative": 0.1030418107744552, "mask_rcnn/false_positive": 0.12193986506326157, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.5789044435023243, "total_loss": 1.2558068936341442} {"data_time": 0.012599564499396365, "eta_seconds": 127939.95086199611, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.38756613756613756, "fast_rcnn/fg_cls_accuracy": 0.5992244690874828, "iteration": 43439, "loss_box_reg": 0.2583690448664129, "loss_cls": 0.24394535645842552, "loss_mask": 0.2787379892542958, "loss_rpn_cls": 0.05994876063778065, "loss_rpn_loc": 0.0931669834535569, "loss_sem_seg": 0.3679951950907707, "lr": 0.02, "mask_rcnn/accuracy": 0.8783776972327393, "mask_rcnn/false_negative": 0.09468074576936666, "mask_rcnn/false_positive": 0.12868334860284292, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5625820764998934, "total_loss": 1.3582788193889428} {"data_time": 0.011951112999668112, "eta_seconds": 127924.15404866746, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.36464397671294224, "fast_rcnn/fg_cls_accuracy": 0.520935960591133, "iteration": 43459, "loss_box_reg": 0.25264283642172813, "loss_cls": 0.24562212591990829, "loss_mask": 0.27743371995165944, "loss_rpn_cls": 0.05158507195301354, "loss_rpn_loc": 0.07735433510970324, "loss_sem_seg": 0.35626752860844135, "lr": 0.02, "mask_rcnn/accuracy": 0.8817490127126086, "mask_rcnn/false_negative": 0.09246412356908304, "mask_rcnn/false_positive": 0.12996642286764637, "roi_head/num_bg_samples": 456.25, "roi_head/num_fg_samples": 55.75, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5655934554997657, "total_loss": 1.2824527667835355} {"data_time": 0.012028674500470515, "eta_seconds": 127823.3958928818, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.33383214467651556, "fast_rcnn/fg_cls_accuracy": 0.5745887060915962, "iteration": 43479, "loss_box_reg": 0.24160733819007874, "loss_cls": 0.248996258713305, "loss_mask": 0.27684304490685463, "loss_rpn_cls": 0.05013742981827818, "loss_rpn_loc": 0.08062770339893177, "loss_sem_seg": 0.3910530705470592, "lr": 0.02, "mask_rcnn/accuracy": 0.8819395951905413, "mask_rcnn/false_negative": 0.09681133882345748, "mask_rcnn/false_positive": 0.15161491376128028, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5608407704985439, "total_loss": 1.3380291761422995} {"data_time": 0.012862468500316027, "eta_seconds": 127851.66669287601, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.4122362012987013, "fast_rcnn/fg_cls_accuracy": 0.5602022058823529, "iteration": 43499, "loss_box_reg": 0.2554672919213772, "loss_cls": 0.24892762815579772, "loss_mask": 0.282800879329443, "loss_rpn_cls": 0.04499845043756068, "loss_rpn_loc": 0.08712711505359039, "loss_sem_seg": 0.3795727016404271, "lr": 0.02, "mask_rcnn/accuracy": 0.8782375037256326, "mask_rcnn/false_negative": 0.0917049595340346, "mask_rcnn/false_positive": 0.15569638950865483, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5558640144990932, "total_loss": 1.2365107795922086} {"data_time": 0.012872964500274975, "eta_seconds": 127818.7129192633, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.36719556243550056, "fast_rcnn/fg_cls_accuracy": 0.5972992524716663, "iteration": 43519, "loss_box_reg": 0.25748983444646, "loss_cls": 0.2625965680927038, "loss_mask": 0.27412862330675125, "loss_rpn_cls": 0.053387812979053706, "loss_rpn_loc": 0.08012811085791327, "loss_sem_seg": 0.405981776304543, "lr": 0.02, "mask_rcnn/accuracy": 0.8751656002206708, "mask_rcnn/false_negative": 0.10503522258168649, "mask_rcnn/false_positive": 0.1390855736213749, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5665825340001902, "total_loss": 1.2922509158961475} {"data_time": 0.013922555001045112, "eta_seconds": 127829.08813177599, "fast_rcnn/cls_accuracy": 0.90771484375, "fast_rcnn/false_negative": 0.40712197714589426, "fast_rcnn/fg_cls_accuracy": 0.5528833377624236, "iteration": 43539, "loss_box_reg": 0.2541544451378286, "loss_cls": 0.25718830130063, "loss_mask": 0.2806753693148494, "loss_rpn_cls": 0.05407052213558927, "loss_rpn_loc": 0.0824049913790077, "loss_sem_seg": 0.3353050462901592, "lr": 0.02, "mask_rcnn/accuracy": 0.8692792638333394, "mask_rcnn/false_negative": 0.09164635435796764, "mask_rcnn/false_positive": 0.15771516851365036, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.57094826499997, "total_loss": 1.2686293816077523} {"data_time": 0.011684077500831336, "eta_seconds": 127839.95032857687, "fast_rcnn/cls_accuracy": 0.91015625, "fast_rcnn/false_negative": 0.35760256057268724, "fast_rcnn/fg_cls_accuracy": 0.5416243912337662, "iteration": 43559, "loss_box_reg": 0.2419053129851818, "loss_cls": 0.2401712539140135, "loss_mask": 0.2667382815852761, "loss_rpn_cls": 0.053218191547784954, "loss_rpn_loc": 0.07065396504185628, "loss_sem_seg": 0.327014503069222, "lr": 0.02, "mask_rcnn/accuracy": 0.8747048253099149, "mask_rcnn/false_negative": 0.10703991558321431, "mask_rcnn/false_positive": 0.13365670338174307, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.569068527998752, "total_loss": 1.2228797140414827} {"data_time": 0.012577281500853132, "eta_seconds": 127784.8508170333, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.37702290076335876, "fast_rcnn/fg_cls_accuracy": 0.5777938342967245, "iteration": 43579, "loss_box_reg": 0.24630478024482727, "loss_cls": 0.2425703606568277, "loss_mask": 0.2662138380110264, "loss_rpn_cls": 0.048333161597838625, "loss_rpn_loc": 0.07014239847194403, "loss_sem_seg": 0.3321478837169707, "lr": 0.02, "mask_rcnn/accuracy": 0.8717863121811225, "mask_rcnn/false_negative": 0.10321403629829912, "mask_rcnn/false_positive": 0.1478555196289945, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5652012065002054, "total_loss": 1.2147535036492627} {"data_time": 0.015415939498780062, "eta_seconds": 127795.22029012596, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3575994318181818, "fast_rcnn/fg_cls_accuracy": 0.6345880681818181, "iteration": 43599, "loss_box_reg": 0.23680192744359374, "loss_cls": 0.23042512848041952, "loss_mask": 0.2750732935965061, "loss_rpn_cls": 0.0539070580562111, "loss_rpn_loc": 0.0757731496123597, "loss_sem_seg": 0.3906546882353723, "lr": 0.02, "mask_rcnn/accuracy": 0.8997005864033925, "mask_rcnn/false_negative": 0.09300421977934217, "mask_rcnn/false_positive": 0.11134996529989634, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5549805184982688, "total_loss": 1.2972951055853628} {"data_time": 0.012072780999005772, "eta_seconds": 127819.90453550636, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.3624193548387097, "fast_rcnn/fg_cls_accuracy": 0.6337124526100903, "iteration": 43619, "loss_box_reg": 0.2627843050286174, "loss_cls": 0.2508663502521813, "loss_mask": 0.27227851934731007, "loss_rpn_cls": 0.056826974148862064, "loss_rpn_loc": 0.07871575921308249, "loss_sem_seg": 0.35840859543532133, "lr": 0.02, "mask_rcnn/accuracy": 0.8857560292957823, "mask_rcnn/false_negative": 0.09595574925821904, "mask_rcnn/false_positive": 0.1257257349636077, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5667179780011793, "total_loss": 1.2804222762933932} {"data_time": 0.012006692501017824, "eta_seconds": 127808.61207681631, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.3854877559213168, "fast_rcnn/fg_cls_accuracy": 0.5770067698259188, "iteration": 43639, "loss_box_reg": 0.24639337230473757, "loss_cls": 0.2488435860723257, "loss_mask": 0.2719632741063833, "loss_rpn_cls": 0.05340525764040649, "loss_rpn_loc": 0.08168676546483766, "loss_sem_seg": 0.37523656943812966, "lr": 0.02, "mask_rcnn/accuracy": 0.8632785926870749, "mask_rcnn/false_negative": 0.09827707663384458, "mask_rcnn/false_positive": 0.17590335507861543, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.5627007384991884, "total_loss": 1.2474059252272127} {"data_time": 0.012663717498071492, "eta_seconds": 127827.37102574827, "fast_rcnn/cls_accuracy": 0.95703125, "fast_rcnn/false_negative": 0.4146202170188463, "fast_rcnn/fg_cls_accuracy": 0.503942335981171, "iteration": 43659, "loss_box_reg": 0.22735375026240945, "loss_cls": 0.2447102777659893, "loss_mask": 0.26895905286073685, "loss_rpn_cls": 0.04978505567123648, "loss_rpn_loc": 0.07457938959123567, "loss_sem_seg": 0.3373394305817783, "lr": 0.02, "mask_rcnn/accuracy": 0.8809953356771671, "mask_rcnn/false_negative": 0.08893705377434061, "mask_rcnn/false_positive": 0.14107890456901936, "roi_head/num_bg_samples": 475.5, "roi_head/num_fg_samples": 36.5, "rpn/num_neg_anchors": 235.75, "rpn/num_pos_anchors": 20.25, "time": 0.564511513501202, "total_loss": 1.244014856449212} {"data_time": 0.012695296998572303, "eta_seconds": 127827.95640552476, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.3783176369863014, "fast_rcnn/fg_cls_accuracy": 0.5783166109253066, "iteration": 43679, "loss_box_reg": 0.24337316257879138, "loss_cls": 0.24507583817467093, "loss_mask": 0.2727656993083656, "loss_rpn_cls": 0.05448075360618532, "loss_rpn_loc": 0.07580596365733072, "loss_sem_seg": 0.36083408584818244, "lr": 0.02, "mask_rcnn/accuracy": 0.8933516644362663, "mask_rcnn/false_negative": 0.08550799739730824, "mask_rcnn/false_positive": 0.12266599616221563, "roi_head/num_bg_samples": 460.75, "roi_head/num_fg_samples": 51.25, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5720103214989649, "total_loss": 1.2426670935819857} {"data_time": 0.012911017500300659, "eta_seconds": 127774.7347007462, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.3454762271118634, "fast_rcnn/fg_cls_accuracy": 0.6241318161666913, "iteration": 43699, "loss_box_reg": 0.24905399419367313, "loss_cls": 0.24894354701973498, "loss_mask": 0.2730268584564328, "loss_rpn_cls": 0.05066724156495184, "loss_rpn_loc": 0.09492073926958255, "loss_sem_seg": 0.3622894207946956, "lr": 0.02, "mask_rcnn/accuracy": 0.8861974513307627, "mask_rcnn/false_negative": 0.10370171160485897, "mask_rcnn/false_positive": 0.1183175017047216, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5662480159990082, "total_loss": 1.2663218972156756} {"data_time": 0.012922762500238605, "eta_seconds": 127763.44224205615, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.35241076086146506, "fast_rcnn/fg_cls_accuracy": 0.5234594932749452, "iteration": 43719, "loss_box_reg": 0.26494135963730514, "loss_cls": 0.24706244049593806, "loss_mask": 0.27831415366381407, "loss_rpn_cls": 0.04504813812673092, "loss_rpn_loc": 0.07897509972099215, "loss_sem_seg": 0.3556548187043518, "lr": 0.02, "mask_rcnn/accuracy": 0.8788040715312415, "mask_rcnn/false_negative": 0.11420078253948615, "mask_rcnn/false_positive": 0.12695611023966588, "roi_head/num_bg_samples": 461.0, "roi_head/num_fg_samples": 51.0, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5693341250007506, "total_loss": 1.2530024349980522} {"data_time": 0.012242443999639363, "eta_seconds": 127782.19056934815, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.36031403940886697, "fast_rcnn/fg_cls_accuracy": 0.5869178812655528, "iteration": 43739, "loss_box_reg": 0.27270983695052564, "loss_cls": 0.2702467031776905, "loss_mask": 0.28541620448231697, "loss_rpn_cls": 0.053440914140082896, "loss_rpn_loc": 0.09619671443942934, "loss_sem_seg": 0.36464001843705773, "lr": 0.02, "mask_rcnn/accuracy": 0.8659364528674262, "mask_rcnn/false_negative": 0.09692106743099708, "mask_rcnn/false_positive": 0.15754172318106627, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 207.25, "rpn/num_pos_anchors": 48.75, "time": 0.5633240085007856, "total_loss": 1.356866077403538} {"data_time": 0.013097066499540233, "eta_seconds": 127740.85732467606, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.27884615384615385, "fast_rcnn/fg_cls_accuracy": 0.6310096153846154, "iteration": 43759, "loss_box_reg": 0.23131069540977478, "loss_cls": 0.23289760202169418, "loss_mask": 0.26689538452774286, "loss_rpn_cls": 0.04320200489019044, "loss_rpn_loc": 0.06470031643402763, "loss_sem_seg": 0.34799456177279353, "lr": 0.02, "mask_rcnn/accuracy": 0.8989451156346026, "mask_rcnn/false_negative": 0.08264112226417572, "mask_rcnn/false_positive": 0.10914047016881646, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5665493745000276, "total_loss": 1.2222721511789132} {"data_time": 0.013200102999689989, "eta_seconds": 127791.5772451812, "fast_rcnn/cls_accuracy": 0.91064453125, "fast_rcnn/false_negative": 0.435976468930534, "fast_rcnn/fg_cls_accuracy": 0.5541643984757757, "iteration": 43779, "loss_box_reg": 0.24451130907982588, "loss_cls": 0.24267623433843255, "loss_mask": 0.27517770417034626, "loss_rpn_cls": 0.04761167790275067, "loss_rpn_loc": 0.07308677906985395, "loss_sem_seg": 0.3505044002085924, "lr": 0.02, "mask_rcnn/accuracy": 0.8762499754037412, "mask_rcnn/false_negative": 0.11460589386199763, "mask_rcnn/false_positive": 0.1424447411369998, "roi_head/num_bg_samples": 432.75, "roi_head/num_fg_samples": 79.25, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5703061960011837, "total_loss": 1.2524788666923996} {"data_time": 0.012600432499311864, "eta_seconds": 127770.40913569888, "fast_rcnn/cls_accuracy": 0.9091796875, "fast_rcnn/false_negative": 0.467827057748909, "fast_rcnn/fg_cls_accuracy": 0.47393724696356276, "iteration": 43799, "loss_box_reg": 0.2654336120467633, "loss_cls": 0.26269815349951386, "loss_mask": 0.28843456599861383, "loss_rpn_cls": 0.05603545796475373, "loss_rpn_loc": 0.09471991335158236, "loss_sem_seg": 0.39559472911059856, "lr": 0.02, "mask_rcnn/accuracy": 0.8754769748945251, "mask_rcnn/false_negative": 0.10478976471310826, "mask_rcnn/false_positive": 0.15880291091889837, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5597474999995029, "total_loss": 1.3622998371138237} {"data_time": 0.013263585500681074, "eta_seconds": 127765.45610586254, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.4326923076923077, "fast_rcnn/fg_cls_accuracy": 0.5074401008827238, "iteration": 43819, "loss_box_reg": 0.253000074531883, "loss_cls": 0.24239265779033303, "loss_mask": 0.2784636188298464, "loss_rpn_cls": 0.045077576098265126, "loss_rpn_loc": 0.07941477207350545, "loss_sem_seg": 0.37220648024231195, "lr": 0.02, "mask_rcnn/accuracy": 0.8870751425570229, "mask_rcnn/false_negative": 0.10165345151419145, "mask_rcnn/false_positive": 0.12790280501555518, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 238.75, "rpn/num_pos_anchors": 17.25, "time": 0.5734886860009283, "total_loss": 1.2389788766449783} {"data_time": 0.01222506749945751, "eta_seconds": 127796.89408501028, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.36787683823529416, "fast_rcnn/fg_cls_accuracy": 0.5700275970825941, "iteration": 43839, "loss_box_reg": 0.24767628405243158, "loss_cls": 0.24577936297282577, "loss_mask": 0.27912668557837605, "loss_rpn_cls": 0.05295722570735961, "loss_rpn_loc": 0.08299843949498609, "loss_sem_seg": 0.3861039294861257, "lr": 0.02, "mask_rcnn/accuracy": 0.897329260651629, "mask_rcnn/false_negative": 0.11562838325331826, "mask_rcnn/false_positive": 0.09766297147376574, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5672051534984348, "total_loss": 1.2907225115486654} {"data_time": 0.01244006749948312, "eta_seconds": 127855.71085910562, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.42773776177137524, "fast_rcnn/fg_cls_accuracy": 0.48516027706185566, "iteration": 43859, "loss_box_reg": 0.275498989271, "loss_cls": 0.2513866941444576, "loss_mask": 0.2790527041070163, "loss_rpn_cls": 0.05702614021720365, "loss_rpn_loc": 0.10727351886453107, "loss_sem_seg": 0.3828374231234193, "lr": 0.02, "mask_rcnn/accuracy": 0.8824832879847442, "mask_rcnn/false_negative": 0.09029506535631204, "mask_rcnn/false_positive": 0.1431563330665949, "roi_head/num_bg_samples": 463.25, "roi_head/num_fg_samples": 48.75, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5718704980008624, "total_loss": 1.3416774040961172} {"data_time": 0.012778318001437583, "eta_seconds": 127797.48777690422, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.387484681372549, "fast_rcnn/fg_cls_accuracy": 0.5731006447995515, "iteration": 43879, "loss_box_reg": 0.20578301115892828, "loss_cls": 0.2097934354096651, "loss_mask": 0.2669723127037287, "loss_rpn_cls": 0.03987043537199497, "loss_rpn_loc": 0.07485489186365157, "loss_sem_seg": 0.3408960523083806, "lr": 0.02, "mask_rcnn/accuracy": 0.8793010231890721, "mask_rcnn/false_negative": 0.07771104477288605, "mask_rcnn/false_positive": 0.16386669498284154, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5587508819990035, "total_loss": 1.2073796688346192} {"data_time": 0.01224786049897375, "eta_seconds": 127762.98985906018, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.38378684807256236, "fast_rcnn/fg_cls_accuracy": 0.5816666666666667, "iteration": 43899, "loss_box_reg": 0.2379909842275083, "loss_cls": 0.23955333419144154, "loss_mask": 0.2690418856218457, "loss_rpn_cls": 0.049460325186373666, "loss_rpn_loc": 0.07532157457899302, "loss_sem_seg": 0.3651227680966258, "lr": 0.02, "mask_rcnn/accuracy": 0.8723516532463326, "mask_rcnn/false_negative": 0.107613614811744, "mask_rcnn/false_positive": 0.12544934641430416, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5630116339998494, "total_loss": 1.244318026903784} {"data_time": 0.01246435099892551, "eta_seconds": 127712.4916571309, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.46278491225711016, "fast_rcnn/fg_cls_accuracy": 0.49427808506580206, "iteration": 43919, "loss_box_reg": 0.27391323167830706, "loss_cls": 0.23906460916623473, "loss_mask": 0.2891702903434634, "loss_rpn_cls": 0.06635453907074407, "loss_rpn_loc": 0.09295181045308709, "loss_sem_seg": 0.36593617126345634, "lr": 0.02, "mask_rcnn/accuracy": 0.8623411016949153, "mask_rcnn/false_negative": 0.1226744971300466, "mask_rcnn/false_positive": 0.13872572479164352, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5618294470004912, "total_loss": 1.370380773441866} {"data_time": 0.012389132498356048, "eta_seconds": 127697.67032928226, "fast_rcnn/cls_accuracy": 0.912109375, "fast_rcnn/false_negative": 0.3113465481886535, "fast_rcnn/fg_cls_accuracy": 0.6229739991097378, "iteration": 43939, "loss_box_reg": 0.2450848538428545, "loss_cls": 0.2628478864207864, "loss_mask": 0.2794791553169489, "loss_rpn_cls": 0.050532505207229406, "loss_rpn_loc": 0.0689906154293567, "loss_sem_seg": 0.34952822979539633, "lr": 0.02, "mask_rcnn/accuracy": 0.9054837057178995, "mask_rcnn/false_negative": 0.08673782952639268, "mask_rcnn/false_positive": 0.11373645131723371, "roi_head/num_bg_samples": 423.25, "roi_head/num_fg_samples": 88.75, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5593305715010501, "total_loss": 1.3109010449261405} {"data_time": 0.012674040501224226, "eta_seconds": 127641.58222322284, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.3363425925925926, "fast_rcnn/fg_cls_accuracy": 0.6339380669377541, "iteration": 43959, "loss_box_reg": 0.24874581350013614, "loss_cls": 0.22429916448891163, "loss_mask": 0.275535118766129, "loss_rpn_cls": 0.0452420829096809, "loss_rpn_loc": 0.07543678506044671, "loss_sem_seg": 0.3356860987842083, "lr": 0.02, "mask_rcnn/accuracy": 0.8850496253188775, "mask_rcnn/false_negative": 0.09163519444996959, "mask_rcnn/false_positive": 0.1591842709947319, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5528276595014177, "total_loss": 1.2635817027185112} {"data_time": 0.011898595999809913, "eta_seconds": 127630.28855683282, "fast_rcnn/cls_accuracy": 0.91064453125, "fast_rcnn/false_negative": 0.4363304594885863, "fast_rcnn/fg_cls_accuracy": 0.44757575757575757, "iteration": 43979, "loss_box_reg": 0.2525885798968375, "loss_cls": 0.2674880106933415, "loss_mask": 0.2802419103682041, "loss_rpn_cls": 0.058859795215539634, "loss_rpn_loc": 0.08153886941727251, "loss_sem_seg": 0.3757803803309798, "lr": 0.02, "mask_rcnn/accuracy": 0.8742594700333287, "mask_rcnn/false_negative": 0.10818512143393244, "mask_rcnn/false_positive": 0.1438167423656538, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.565953264998825, "total_loss": 1.2988517816411331} {"data_time": 0.012662864000958507, "eta_seconds": 127659.07718459415, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3871084920891185, "fast_rcnn/fg_cls_accuracy": 0.5422369042000943, "iteration": 43999, "loss_box_reg": 0.24794191983528435, "loss_cls": 0.24222914187703282, "loss_mask": 0.28719593584537506, "loss_rpn_cls": 0.04987695670570247, "loss_rpn_loc": 0.08607783971820027, "loss_sem_seg": 0.3619474050356075, "lr": 0.02, "mask_rcnn/accuracy": 0.8865183664209786, "mask_rcnn/false_negative": 0.09681277210126349, "mask_rcnn/false_positive": 0.12056338919393594, "roi_head/num_bg_samples": 463.75, "roi_head/num_fg_samples": 48.25, "rpn/num_neg_anchors": 239.25, "rpn/num_pos_anchors": 16.75, "time": 0.5623783539995202, "total_loss": 1.3072807011485565} {"data_time": 0.013740530999712064, "eta_seconds": 127607.7012240528, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.3881809095452274, "fast_rcnn/fg_cls_accuracy": 0.5888023730070449, "iteration": 44019, "loss_box_reg": 0.23711398290470243, "loss_cls": 0.22295545414090157, "loss_mask": 0.26642724871635437, "loss_rpn_cls": 0.04824153840309009, "loss_rpn_loc": 0.08907460782211274, "loss_sem_seg": 0.37519317772239447, "lr": 0.02, "mask_rcnn/accuracy": 0.8844780995402113, "mask_rcnn/false_negative": 0.09680121583857446, "mask_rcnn/false_positive": 0.15356692467796051, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5554153029988811, "total_loss": 1.2526574032381177} {"data_time": 0.01216623350046575, "eta_seconds": 127636.48275763416, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.449490538573508, "fast_rcnn/fg_cls_accuracy": 0.5118888592038472, "iteration": 44039, "loss_box_reg": 0.2373285721987486, "loss_cls": 0.23004428576678038, "loss_mask": 0.26290391758084297, "loss_rpn_cls": 0.05360662238672376, "loss_rpn_loc": 0.07840017843409441, "loss_sem_seg": 0.37426956091076136, "lr": 0.02, "mask_rcnn/accuracy": 0.8962815044050407, "mask_rcnn/false_negative": 0.08615507274633315, "mask_rcnn/false_positive": 0.12837604161954405, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5630839379991812, "total_loss": 1.265391706081573} {"data_time": 0.012789115500709158, "eta_seconds": 127585.11389127278, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.3174280350438048, "fast_rcnn/fg_cls_accuracy": 0.6022796352583587, "iteration": 44059, "loss_box_reg": 0.23882574029266834, "loss_cls": 0.24055074295029044, "loss_mask": 0.26561181247234344, "loss_rpn_cls": 0.04917832580395043, "loss_rpn_loc": 0.07872265385231003, "loss_sem_seg": 0.37700589187443256, "lr": 0.02, "mask_rcnn/accuracy": 0.8964623280630933, "mask_rcnn/false_negative": 0.09026463857996822, "mask_rcnn/false_positive": 0.1303185162917303, "roi_head/num_bg_samples": 458.5, "roi_head/num_fg_samples": 53.5, "rpn/num_neg_anchors": 239.0, "rpn/num_pos_anchors": 17.0, "time": 0.5420225925008708, "total_loss": 1.2672176819760352} {"data_time": 0.012641827501283842, "eta_seconds": 127573.82022488277, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.4739531108246192, "fast_rcnn/fg_cls_accuracy": 0.5035334001814449, "iteration": 44079, "loss_box_reg": 0.25607791962102056, "loss_cls": 0.25246288999915123, "loss_mask": 0.26158315502107143, "loss_rpn_cls": 0.055842185160145164, "loss_rpn_loc": 0.08699078590143472, "loss_sem_seg": 0.39528744854032993, "lr": 0.02, "mask_rcnn/accuracy": 0.8778869547240973, "mask_rcnn/false_negative": 0.1044880976110859, "mask_rcnn/false_positive": 0.13391217788965887, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.5634561910010234, "total_loss": 1.33067848077917} {"data_time": 0.01346443800139241, "eta_seconds": 127582.79507396117, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.3557312252964427, "fast_rcnn/fg_cls_accuracy": 0.556412522810219, "iteration": 44099, "loss_box_reg": 0.2704605543985963, "loss_cls": 0.2443552454933524, "loss_mask": 0.28236765693873167, "loss_rpn_cls": 0.05665588192641735, "loss_rpn_loc": 0.08597250652383082, "loss_sem_seg": 0.33639904228039086, "lr": 0.02, "mask_rcnn/accuracy": 0.8846868835689017, "mask_rcnn/false_negative": 0.10254798195978873, "mask_rcnn/false_positive": 0.12583713240420963, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.5677810154993495, "total_loss": 1.299139203329105} {"data_time": 0.012882675500804908, "eta_seconds": 127551.23289210275, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.36037735849056607, "fast_rcnn/fg_cls_accuracy": 0.5711960453339764, "iteration": 44119, "loss_box_reg": 0.24929781560786068, "loss_cls": 0.23756038560532033, "loss_mask": 0.2789686839096248, "loss_rpn_cls": 0.04910616448614746, "loss_rpn_loc": 0.0879217340843752, "loss_sem_seg": 0.3664105674251914, "lr": 0.02, "mask_rcnn/accuracy": 0.8896891634411366, "mask_rcnn/false_negative": 0.09531533431528526, "mask_rcnn/false_positive": 0.13933562897402163, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.5657954264988803, "total_loss": 1.2642393458663719} {"data_time": 0.011887839000337408, "eta_seconds": 127438.89567693984, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.3939075630252101, "fast_rcnn/fg_cls_accuracy": 0.5672240802675586, "iteration": 44139, "loss_box_reg": 0.2526239580474794, "loss_cls": 0.24794895679224283, "loss_mask": 0.27107098046690226, "loss_rpn_cls": 0.05327788426075131, "loss_rpn_loc": 0.08529460060526617, "loss_sem_seg": 0.3617996945977211, "lr": 0.02, "mask_rcnn/accuracy": 0.8796530067086545, "mask_rcnn/false_negative": 0.09704075113095266, "mask_rcnn/false_positive": 0.15898292154092114, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5514759335001145, "total_loss": 1.3169742138998117} {"data_time": 0.012722967998342938, "eta_seconds": 127368.99437808487, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.45346556233653007, "fast_rcnn/fg_cls_accuracy": 0.4737358326068003, "iteration": 44159, "loss_box_reg": 0.2560595122631639, "loss_cls": 0.24079000810161233, "loss_mask": 0.26393418246880174, "loss_rpn_cls": 0.046332758996868506, "loss_rpn_loc": 0.07321948342723772, "loss_sem_seg": 0.31926476676017046, "lr": 0.02, "mask_rcnn/accuracy": 0.8787279479006302, "mask_rcnn/false_negative": 0.10215550812450032, "mask_rcnn/false_positive": 0.1388943009770463, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5450524745010625, "total_loss": 1.2171626863419078} {"data_time": 0.01262414600023476, "eta_seconds": 127304.43407882097, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.3834821428571429, "fast_rcnn/fg_cls_accuracy": 0.5896476833976834, "iteration": 44179, "loss_box_reg": 0.25004702946171165, "loss_cls": 0.23797294939868152, "loss_mask": 0.2791289296001196, "loss_rpn_cls": 0.04810464847832918, "loss_rpn_loc": 0.0745243786368519, "loss_sem_seg": 0.39216597145423293, "lr": 0.02, "mask_rcnn/accuracy": 0.8720793056293386, "mask_rcnn/false_negative": 0.12578638389554514, "mask_rcnn/false_positive": 0.12393917182222049, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.559208465001575, "total_loss": 1.2784583390166517} {"data_time": 0.014446966000832617, "eta_seconds": 127321.9535263734, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.4285714285714286, "fast_rcnn/fg_cls_accuracy": 0.5061728395061729, "iteration": 44199, "loss_box_reg": 0.24014699598774314, "loss_cls": 0.24918447388336062, "loss_mask": 0.2689782464876771, "loss_rpn_cls": 0.05201931876945309, "loss_rpn_loc": 0.07364550165948458, "loss_sem_seg": 0.39348572585731745, "lr": 0.02, "mask_rcnn/accuracy": 0.8902605103344019, "mask_rcnn/false_negative": 0.08876804772194294, "mask_rcnn/false_positive": 0.13718857581748883, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5521969130004436, "total_loss": 1.3062745720380917} {"data_time": 0.013550235000366229, "eta_seconds": 127250.29115104761, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.39610190300798037, "fast_rcnn/fg_cls_accuracy": 0.6008116772389333, "iteration": 44219, "loss_box_reg": 0.2541472790762782, "loss_cls": 0.23602703167125583, "loss_mask": 0.2757506826892495, "loss_rpn_cls": 0.055920364160556346, "loss_rpn_loc": 0.09193109499756247, "loss_sem_seg": 0.3952432982623577, "lr": 0.02, "mask_rcnn/accuracy": 0.886460209809824, "mask_rcnn/false_negative": 0.10849901510186535, "mask_rcnn/false_positive": 0.13693077837392403, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5554866130005394, "total_loss": 1.324944271123968} {"data_time": 0.011625203000221518, "eta_seconds": 127270.609651311, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.39875715682167295, "fast_rcnn/fg_cls_accuracy": 0.595068330362448, "iteration": 44239, "loss_box_reg": 0.23241167655214667, "loss_cls": 0.2225571705494076, "loss_mask": 0.26468265894800425, "loss_rpn_cls": 0.05185822767089121, "loss_rpn_loc": 0.07161260058637708, "loss_sem_seg": 0.3441705238074064, "lr": 0.02, "mask_rcnn/accuracy": 0.877554941463139, "mask_rcnn/false_negative": 0.10821186657831355, "mask_rcnn/false_positive": 0.1459543930286759, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5648792664978828, "total_loss": 1.2091697442810982} {"data_time": 0.012078177000148571, "eta_seconds": 127303.09687944739, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.3252032520325203, "fast_rcnn/fg_cls_accuracy": 0.6318840579710145, "iteration": 44259, "loss_box_reg": 0.2417529304511845, "loss_cls": 0.24541613878682256, "loss_mask": 0.26542913913726807, "loss_rpn_cls": 0.052415912970900536, "loss_rpn_loc": 0.08302249998087063, "loss_sem_seg": 0.4033464826643467, "lr": 0.02, "mask_rcnn/accuracy": 0.8904034016478213, "mask_rcnn/false_negative": 0.08327549222386896, "mask_rcnn/false_positive": 0.12119343881126474, "roi_head/num_bg_samples": 465.0, "roi_head/num_fg_samples": 47.0, "rpn/num_neg_anchors": 236.25, "rpn/num_pos_anchors": 19.75, "time": 0.5692647820014827, "total_loss": 1.324825146351941} {"data_time": 0.012683657500019763, "eta_seconds": 127294.17426880929, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.20887096774193548, "fast_rcnn/fg_cls_accuracy": 0.6639943960149439, "iteration": 44279, "loss_box_reg": 0.2619783109985292, "loss_cls": 0.2568442376796156, "loss_mask": 0.28157348092645407, "loss_rpn_cls": 0.059218546375632286, "loss_rpn_loc": 0.08152917172992602, "loss_sem_seg": 0.3576133903115988, "lr": 0.02, "mask_rcnn/accuracy": 0.9123817946445878, "mask_rcnn/false_negative": 0.08676994170792383, "mask_rcnn/false_positive": 0.10524886695759535, "roi_head/num_bg_samples": 459.25, "roi_head/num_fg_samples": 52.75, "rpn/num_neg_anchors": 238.5, "rpn/num_pos_anchors": 17.5, "time": 0.5681246299991471, "total_loss": 1.3347615391248837} {"data_time": 0.013490822500898503, "eta_seconds": 127191.40995639746, "fast_rcnn/cls_accuracy": 0.9072265625, "fast_rcnn/false_negative": 0.46712149244526674, "fast_rcnn/fg_cls_accuracy": 0.4699471478039001, "iteration": 44299, "loss_box_reg": 0.24959136359393597, "loss_cls": 0.2535222703590989, "loss_mask": 0.2658203337341547, "loss_rpn_cls": 0.050438066566130146, "loss_rpn_loc": 0.07075240567792207, "loss_sem_seg": 0.3840963002294302, "lr": 0.02, "mask_rcnn/accuracy": 0.8768895366799078, "mask_rcnn/false_negative": 0.10155150946486421, "mask_rcnn/false_positive": 0.1483332386797841, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5501557254992804, "total_loss": 1.2508973900257843} {"data_time": 0.0136399689999962, "eta_seconds": 127193.9310980976, "fast_rcnn/cls_accuracy": 0.908203125, "fast_rcnn/false_negative": 0.39585585585585586, "fast_rcnn/fg_cls_accuracy": 0.48590203106332136, "iteration": 44319, "loss_box_reg": 0.22607502806931734, "loss_cls": 0.21329541271552444, "loss_mask": 0.27267481945455074, "loss_rpn_cls": 0.051520233624614775, "loss_rpn_loc": 0.07398359110811725, "loss_sem_seg": 0.3820245829410851, "lr": 0.02, "mask_rcnn/accuracy": 0.8678017097544698, "mask_rcnn/false_negative": 0.10104845105647375, "mask_rcnn/false_positive": 0.1404001303654556, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.5630564000002778, "total_loss": 1.261964910721872} {"data_time": 0.012981832498553558, "eta_seconds": 127141.03332098217, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.37004633680049254, "fast_rcnn/fg_cls_accuracy": 0.5619779557392577, "iteration": 44339, "loss_box_reg": 0.2586946194060147, "loss_cls": 0.24030918953940272, "loss_mask": 0.2735174270346761, "loss_rpn_cls": 0.04596238734666258, "loss_rpn_loc": 0.06647782796062529, "loss_sem_seg": 0.36951318802312016, "lr": 0.02, "mask_rcnn/accuracy": 0.8937210205436956, "mask_rcnn/false_negative": 0.08576283431356399, "mask_rcnn/false_positive": 0.12381734324783215, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 234.5, "rpn/num_pos_anchors": 21.5, "time": 0.5555814264989749, "total_loss": 1.2214345683460124} {"data_time": 0.012719745998765575, "eta_seconds": 127114.43980105402, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.36596513605442177, "fast_rcnn/fg_cls_accuracy": 0.5576204950065132, "iteration": 44359, "loss_box_reg": 0.26214358070865273, "loss_cls": 0.25566286873072386, "loss_mask": 0.2787502771243453, "loss_rpn_cls": 0.05506400857120752, "loss_rpn_loc": 0.07293925195699558, "loss_sem_seg": 0.34738622535951436, "lr": 0.02, "mask_rcnn/accuracy": 0.8734816597093382, "mask_rcnn/false_negative": 0.09354994656602794, "mask_rcnn/false_positive": 0.15740020396538912, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5552396649982256, "total_loss": 1.292645169160096} {"data_time": 0.012660935497478931, "eta_seconds": 127127.96429974542, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.33280859841493865, "fast_rcnn/fg_cls_accuracy": 0.6148255813953488, "iteration": 44379, "loss_box_reg": 0.24573895218782127, "loss_cls": 0.2508187862113118, "loss_mask": 0.27643995080143213, "loss_rpn_cls": 0.05403456118074246, "loss_rpn_loc": 0.0793657057947712, "loss_sem_seg": 0.3488450888544321, "lr": 0.02, "mask_rcnn/accuracy": 0.8905594632475083, "mask_rcnn/false_negative": 0.09665358763538634, "mask_rcnn/false_positive": 0.12488448243334452, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5719285799987119, "total_loss": 1.2959854182845447} {"data_time": 0.012727675501082558, "eta_seconds": 127096.54310372983, "fast_rcnn/cls_accuracy": 0.90576171875, "fast_rcnn/false_negative": 0.3785601831973665, "fast_rcnn/fg_cls_accuracy": 0.5716726084373143, "iteration": 44399, "loss_box_reg": 0.26334761641919613, "loss_cls": 0.2574858614243567, "loss_mask": 0.2891289247199893, "loss_rpn_cls": 0.046315643019624986, "loss_rpn_loc": 0.0821963882772252, "loss_sem_seg": 0.35838586185127497, "lr": 0.02, "mask_rcnn/accuracy": 0.8651190930052727, "mask_rcnn/false_negative": 0.10366821783692168, "mask_rcnn/false_positive": 0.15383639053017262, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 0.5581385800014687, "total_loss": 1.308307541999966} {"data_time": 0.012962567498107092, "eta_seconds": 127080.63891208409, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.43884092098377814, "fast_rcnn/fg_cls_accuracy": 0.5377843986998917, "iteration": 44419, "loss_box_reg": 0.2500360468402505, "loss_cls": 0.24815287347882986, "loss_mask": 0.2732678297907114, "loss_rpn_cls": 0.054694637190550566, "loss_rpn_loc": 0.08041697175940499, "loss_sem_seg": 0.3608420630916953, "lr": 0.02, "mask_rcnn/accuracy": 0.885586097936107, "mask_rcnn/false_negative": 0.09762072701218097, "mask_rcnn/false_positive": 0.1162360466825357, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5676870744991902, "total_loss": 1.27118065697141} {"data_time": 0.013168792000215035, "eta_seconds": 127094.15681791534, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.3116627265563436, "fast_rcnn/fg_cls_accuracy": 0.5559151785714286, "iteration": 44439, "loss_box_reg": 0.23660198785364628, "loss_cls": 0.23802506388165057, "loss_mask": 0.26729529444128275, "loss_rpn_cls": 0.04784400343487505, "loss_rpn_loc": 0.07837066537467763, "loss_sem_seg": 0.32215596409514546, "lr": 0.02, "mask_rcnn/accuracy": 0.8762474186103013, "mask_rcnn/false_negative": 0.07494675094366102, "mask_rcnn/false_positive": 0.1427579483607747, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 235.75, "rpn/num_pos_anchors": 20.25, "time": 0.5733057764991827, "total_loss": 1.2108895827113884} {"data_time": 0.011784619500758708, "eta_seconds": 127073.42339282215, "fast_rcnn/cls_accuracy": 0.89794921875, "fast_rcnn/false_negative": 0.4179726996966633, "fast_rcnn/fg_cls_accuracy": 0.5482336956521738, "iteration": 44459, "loss_box_reg": 0.2494695889763534, "loss_cls": 0.23768028523772955, "loss_mask": 0.2652563340961933, "loss_rpn_cls": 0.04958984110271558, "loss_rpn_loc": 0.07723214628640562, "loss_sem_seg": 0.33414978510700166, "lr": 0.02, "mask_rcnn/accuracy": 0.8750073106165543, "mask_rcnn/false_negative": 0.10332149088775354, "mask_rcnn/false_positive": 0.14745712157022314, "roi_head/num_bg_samples": 430.5, "roi_head/num_fg_samples": 81.5, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5606602650004788, "total_loss": 1.2234208940062672} {"data_time": 0.012536143500256003, "eta_seconds": 127071.61849669529, "fast_rcnn/cls_accuracy": 0.8935546875, "fast_rcnn/false_negative": 0.4390419407894737, "fast_rcnn/fg_cls_accuracy": 0.5192321227477478, "iteration": 44479, "loss_box_reg": 0.25084126461297274, "loss_cls": 0.258321744389832, "loss_mask": 0.2712116874754429, "loss_rpn_cls": 0.05364409391768277, "loss_rpn_loc": 0.08101700420957059, "loss_sem_seg": 0.3291521572973579, "lr": 0.02, "mask_rcnn/accuracy": 0.8769459752958849, "mask_rcnn/false_negative": 0.10536670962324321, "mask_rcnn/false_positive": 0.14373907091302215, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.563930046000678, "total_loss": 1.2932641929073725} {"data_time": 0.012743646499075112, "eta_seconds": 127096.57156114723, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3643220955614843, "fast_rcnn/fg_cls_accuracy": 0.621195652173913, "iteration": 44499, "loss_box_reg": 0.24050264805555344, "loss_cls": 0.2081992421299219, "loss_mask": 0.27547829132527113, "loss_rpn_cls": 0.05151833387208171, "loss_rpn_loc": 0.0893650958314538, "loss_sem_seg": 0.36988465255126357, "lr": 0.02, "mask_rcnn/accuracy": 0.8890990532532703, "mask_rcnn/false_negative": 0.08538390990954604, "mask_rcnn/false_positive": 0.13827800652688793, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.569962902500265, "total_loss": 1.2559067175316159} {"data_time": 0.012376544498692965, "eta_seconds": 127067.43128465737, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.2981612685560054, "fast_rcnn/fg_cls_accuracy": 0.6877566256065696, "iteration": 44519, "loss_box_reg": 0.23322052601724863, "loss_cls": 0.2297582607716322, "loss_mask": 0.2754024020396173, "loss_rpn_cls": 0.05434087791945785, "loss_rpn_loc": 0.09230749332346022, "loss_sem_seg": 0.31944554415531456, "lr": 0.02, "mask_rcnn/accuracy": 0.9092639661388267, "mask_rcnn/false_negative": 0.09422906337715259, "mask_rcnn/false_positive": 0.09551989042915121, "roi_head/num_bg_samples": 458.5, "roi_head/num_fg_samples": 53.5, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5652288750006846, "total_loss": 1.2257004254497588} {"data_time": 0.012618662500244682, "eta_seconds": 127028.35010738214, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.47666848352713176, "fast_rcnn/fg_cls_accuracy": 0.5104277012711864, "iteration": 44539, "loss_box_reg": 0.24271222483366728, "loss_cls": 0.23840789031237364, "loss_mask": 0.2685467852279544, "loss_rpn_cls": 0.05177187797380611, "loss_rpn_loc": 0.08548755587253254, "loss_sem_seg": 0.32295483630150557, "lr": 0.02, "mask_rcnn/accuracy": 0.8699712661408996, "mask_rcnn/false_negative": 0.11950050077297135, "mask_rcnn/false_positive": 0.11924224353930982, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5597099705009896, "total_loss": 1.2179324307944626} {"data_time": 0.012336575498920865, "eta_seconds": 126994.98631333295, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.40428268765133174, "fast_rcnn/fg_cls_accuracy": 0.5699248120300752, "iteration": 44559, "loss_box_reg": 0.24078373005613685, "loss_cls": 0.2316303546540439, "loss_mask": 0.2706464296206832, "loss_rpn_cls": 0.04675528057850897, "loss_rpn_loc": 0.08702343626646325, "loss_sem_seg": 0.352359333075583, "lr": 0.02, "mask_rcnn/accuracy": 0.8773442482461735, "mask_rcnn/false_negative": 0.09717493978084704, "mask_rcnn/false_positive": 0.14787134210441163, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.5628724114994839, "total_loss": 1.241874823870603} {"data_time": 0.012203919501189375, "eta_seconds": 126924.01325587985, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.40816271259885173, "fast_rcnn/fg_cls_accuracy": 0.550512875307191, "iteration": 44579, "loss_box_reg": 0.2675429782830179, "loss_cls": 0.2422400452196598, "loss_mask": 0.27043061703443527, "loss_rpn_cls": 0.056266505242092535, "loss_rpn_loc": 0.080667685251683, "loss_sem_seg": 0.3807794079184532, "lr": 0.02, "mask_rcnn/accuracy": 0.871882011527455, "mask_rcnn/false_negative": 0.11219969131332214, "mask_rcnn/false_positive": 0.16660049666129734, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5597796165002364, "total_loss": 1.270981900044717} {"data_time": 0.012702987500233576, "eta_seconds": 126938.33915025009, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.3771993469980047, "fast_rcnn/fg_cls_accuracy": 0.5794025157232705, "iteration": 44599, "loss_box_reg": 0.24779547844082117, "loss_cls": 0.22723326203413308, "loss_mask": 0.2716766558587551, "loss_rpn_cls": 0.051881093939300627, "loss_rpn_loc": 0.08136979563278146, "loss_sem_seg": 0.3547883816063404, "lr": 0.02, "mask_rcnn/accuracy": 0.8773416273416274, "mask_rcnn/false_negative": 0.11028465444207596, "mask_rcnn/false_positive": 0.1271970681541573, "roi_head/num_bg_samples": 460.5, "roi_head/num_fg_samples": 51.5, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.560247902498304, "total_loss": 1.2475755456835032} {"data_time": 0.012613373499334557, "eta_seconds": 126901.49112825982, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3724192474192474, "fast_rcnn/fg_cls_accuracy": 0.5871842021106493, "iteration": 44619, "loss_box_reg": 0.2542958501726389, "loss_cls": 0.2500871471129358, "loss_mask": 0.2806235123425722, "loss_rpn_cls": 0.053773726336658, "loss_rpn_loc": 0.08393013686873019, "loss_sem_seg": 0.34902201127260923, "lr": 0.02, "mask_rcnn/accuracy": 0.884993618445495, "mask_rcnn/false_negative": 0.11230585357289011, "mask_rcnn/false_positive": 0.12105121534836608, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5720182645000023, "total_loss": 1.3157078564399853} {"data_time": 0.012484945502365008, "eta_seconds": 126890.2300644498, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.363018473335657, "fast_rcnn/fg_cls_accuracy": 0.5508502289077829, "iteration": 44639, "loss_box_reg": 0.23395884176716208, "loss_cls": 0.22630495950579643, "loss_mask": 0.2677959455177188, "loss_rpn_cls": 0.03667175649025012, "loss_rpn_loc": 0.06859829177847132, "loss_sem_seg": 0.38160790130496025, "lr": 0.02, "mask_rcnn/accuracy": 0.8784761202212049, "mask_rcnn/false_negative": 0.09656028917453502, "mask_rcnn/false_positive": 0.12571827071330519, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5621040104997519, "total_loss": 1.1861504266562406} {"data_time": 0.011851082997964113, "eta_seconds": 126886.54169802369, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3901039715249157, "fast_rcnn/fg_cls_accuracy": 0.5452938988095238, "iteration": 44659, "loss_box_reg": 0.23991083935834467, "loss_cls": 0.22408370999619365, "loss_mask": 0.2693929150700569, "loss_rpn_cls": 0.047311467860708944, "loss_rpn_loc": 0.08234992134384811, "loss_sem_seg": 0.3648612601682544, "lr": 0.02, "mask_rcnn/accuracy": 0.9033950566157198, "mask_rcnn/false_negative": 0.08178018804829451, "mask_rcnn/false_positive": 0.1291847792119189, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 236.0, "rpn/num_pos_anchors": 20.0, "time": 0.5699130844986939, "total_loss": 1.2217493607167853} {"data_time": 0.011861096501888824, "eta_seconds": 126893.28581360997, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.48971199113818886, "fast_rcnn/fg_cls_accuracy": 0.49649031587157155, "iteration": 44679, "loss_box_reg": 0.26059168530628085, "loss_cls": 0.24526063352823257, "loss_mask": 0.26456417981535196, "loss_rpn_cls": 0.05249303067103028, "loss_rpn_loc": 0.0958234848221764, "loss_sem_seg": 0.3545403825119138, "lr": 0.02, "mask_rcnn/accuracy": 0.8692207381052885, "mask_rcnn/false_negative": 0.10385528206079714, "mask_rcnn/false_positive": 0.15073344534460098, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5715336889988976, "total_loss": 1.3424661040917272} {"data_time": 0.012767954500304768, "eta_seconds": 126882.02247944994, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.32747208472430067, "fast_rcnn/fg_cls_accuracy": 0.6378208817773685, "iteration": 44699, "loss_box_reg": 0.23231997387483716, "loss_cls": 0.22766614041756839, "loss_mask": 0.2756784502416849, "loss_rpn_cls": 0.05606771801831201, "loss_rpn_loc": 0.08454637642716989, "loss_sem_seg": 0.3240808534901589, "lr": 0.02, "mask_rcnn/accuracy": 0.8922448732833319, "mask_rcnn/false_negative": 0.09287422734616789, "mask_rcnn/false_positive": 0.11236797863799583, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5718977369997447, "total_loss": 1.2552918675501132} {"data_time": 0.011553556498256512, "eta_seconds": 126882.78588411446, "fast_rcnn/cls_accuracy": 0.90380859375, "fast_rcnn/false_negative": 0.47103742432581175, "fast_rcnn/fg_cls_accuracy": 0.5124180228321593, "iteration": 44719, "loss_box_reg": 0.24705920880660415, "loss_cls": 0.23346700705587864, "loss_mask": 0.2656531846150756, "loss_rpn_cls": 0.052847978062345646, "loss_rpn_loc": 0.0875817550404463, "loss_sem_seg": 0.3552924948744476, "lr": 0.02, "mask_rcnn/accuracy": 0.8906438964474679, "mask_rcnn/false_negative": 0.08943941792494847, "mask_rcnn/false_positive": 0.13751577495360257, "roi_head/num_bg_samples": 433.0, "roi_head/num_fg_samples": 79.0, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5752754200020718, "total_loss": 1.2577335538808256} {"data_time": 0.012751091999234632, "eta_seconds": 126893.58906289314, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.3392857142857143, "fast_rcnn/fg_cls_accuracy": 0.6201069410815174, "iteration": 44739, "loss_box_reg": 0.2556478785118088, "loss_cls": 0.24091229401528835, "loss_mask": 0.2741432348266244, "loss_rpn_cls": 0.0501779695332516, "loss_rpn_loc": 0.0755973650229862, "loss_sem_seg": 0.3630973407998681, "lr": 0.02, "mask_rcnn/accuracy": 0.8715594107385152, "mask_rcnn/false_negative": 0.1071148979111467, "mask_rcnn/false_positive": 0.15030754193955292, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5740151125010016, "total_loss": 1.2752078804187477} {"data_time": 0.012639814500289503, "eta_seconds": 126886.15055983428, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.41609172077922074, "fast_rcnn/fg_cls_accuracy": 0.49907700421940926, "iteration": 44759, "loss_box_reg": 0.23516335058957338, "loss_cls": 0.23390448931604624, "loss_mask": 0.2625181167386472, "loss_rpn_cls": 0.04345099756028503, "loss_rpn_loc": 0.06118734856136143, "loss_sem_seg": 0.37776121217757463, "lr": 0.02, "mask_rcnn/accuracy": 0.8932721082843791, "mask_rcnn/false_negative": 0.09262466388923081, "mask_rcnn/false_positive": 0.11836450160410275, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5678095660005056, "total_loss": 1.2251197071745992} {"data_time": 0.011944867499551037, "eta_seconds": 126775.52502479295, "fast_rcnn/cls_accuracy": 0.8935546875, "fast_rcnn/false_negative": 0.3836521739130435, "fast_rcnn/fg_cls_accuracy": 0.5274225632281898, "iteration": 44779, "loss_box_reg": 0.2625792014878243, "loss_cls": 0.24979602545499802, "loss_mask": 0.26776731573045254, "loss_rpn_cls": 0.052796310097619426, "loss_rpn_loc": 0.09035656426567584, "loss_sem_seg": 0.31660405825823545, "lr": 0.02, "mask_rcnn/accuracy": 0.8702368662308673, "mask_rcnn/false_negative": 0.09634443306638385, "mask_rcnn/false_positive": 0.1494043377278066, "roi_head/num_bg_samples": 429.5, "roi_head/num_fg_samples": 82.5, "rpn/num_neg_anchors": 208.0, "rpn/num_pos_anchors": 48.0, "time": 0.5570105514998431, "total_loss": 1.251916747103678} {"data_time": 0.013190182500693481, "eta_seconds": 126908.72345459282, "fast_rcnn/cls_accuracy": 0.9130859375, "fast_rcnn/false_negative": 0.40370772782833086, "fast_rcnn/fg_cls_accuracy": 0.5587411556603774, "iteration": 44799, "loss_box_reg": 0.25352311646565795, "loss_cls": 0.23859467031434178, "loss_mask": 0.2762330695986748, "loss_rpn_cls": 0.04664289721404202, "loss_rpn_loc": 0.07329402278992347, "loss_sem_seg": 0.3386612315662205, "lr": 0.02, "mask_rcnn/accuracy": 0.8748405612244898, "mask_rcnn/false_negative": 0.09197729962170682, "mask_rcnn/false_positive": 0.13865223777550423, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5693433749984251, "total_loss": 1.2395863296696916} {"data_time": 0.012786955001502065, "eta_seconds": 126873.56543444468, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.3377828629544877, "fast_rcnn/fg_cls_accuracy": 0.5966129658385093, "iteration": 44819, "loss_box_reg": 0.22848380310460925, "loss_cls": 0.21477097738534212, "loss_mask": 0.261992372572422, "loss_rpn_cls": 0.050573139189509675, "loss_rpn_loc": 0.07485298920073546, "loss_sem_seg": 0.31978876795619726, "lr": 0.02, "mask_rcnn/accuracy": 0.8584902946140862, "mask_rcnn/false_negative": 0.10617809589354854, "mask_rcnn/false_positive": 0.17588484351228198, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 207.5, "rpn/num_pos_anchors": 48.5, "time": 0.5660190740018152, "total_loss": 1.157336615069653} {"data_time": 0.012597466502484167, "eta_seconds": 126837.25725709325, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.36320610687022903, "fast_rcnn/fg_cls_accuracy": 0.5096330428394938, "iteration": 44839, "loss_box_reg": 0.25075384066440165, "loss_cls": 0.23242998262867332, "loss_mask": 0.2803328721784055, "loss_rpn_cls": 0.05823335972672794, "loss_rpn_loc": 0.08455334010068327, "loss_sem_seg": 0.3661770522594452, "lr": 0.02, "mask_rcnn/accuracy": 0.8840063415013513, "mask_rcnn/false_negative": 0.09691740636004104, "mask_rcnn/false_positive": 0.14021781345436227, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5709780714987573, "total_loss": 1.2629495339933783} {"data_time": 0.012326250498517766, "eta_seconds": 126711.82178230393, "fast_rcnn/cls_accuracy": 0.91162109375, "fast_rcnn/false_negative": 0.3994526546250684, "fast_rcnn/fg_cls_accuracy": 0.5046015755188608, "iteration": 44859, "loss_box_reg": 0.2680124854668975, "loss_cls": 0.2606458365917206, "loss_mask": 0.27096414659172297, "loss_rpn_cls": 0.05293029552558437, "loss_rpn_loc": 0.08187063303194009, "loss_sem_seg": 0.3499595830217004, "lr": 0.02, "mask_rcnn/accuracy": 0.8810129962725892, "mask_rcnn/false_negative": 0.11503933015069849, "mask_rcnn/false_positive": 0.12166520047951498, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 204.0, "rpn/num_pos_anchors": 52.0, "time": 0.5551119349984219, "total_loss": 1.2944910005608108} {"data_time": 0.012800908998542582, "eta_seconds": 126818.55035353445, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.3519826900997969, "fast_rcnn/fg_cls_accuracy": 0.6237382526975287, "iteration": 44879, "loss_box_reg": 0.26662109000608325, "loss_cls": 0.2529507037252188, "loss_mask": 0.2801299877464771, "loss_rpn_cls": 0.05672669387422502, "loss_rpn_loc": 0.0894381562829949, "loss_sem_seg": 0.38379551004618406, "lr": 0.02, "mask_rcnn/accuracy": 0.8868270126766801, "mask_rcnn/false_negative": 0.11133501207939048, "mask_rcnn/false_positive": 0.12858925438073762, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5726618224998674, "total_loss": 1.320687481580535} {"data_time": 0.012073661999238539, "eta_seconds": 126881.05701666577, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.39250700280112044, "fast_rcnn/fg_cls_accuracy": 0.529826353421859, "iteration": 44899, "loss_box_reg": 0.23439345054794103, "loss_cls": 0.2331673933658749, "loss_mask": 0.25827114656567574, "loss_rpn_cls": 0.04630353525863029, "loss_rpn_loc": 0.07883753013447858, "loss_sem_seg": 0.35666200006380677, "lr": 0.02, "mask_rcnn/accuracy": 0.8772872012119852, "mask_rcnn/false_negative": 0.08521633698236888, "mask_rcnn/false_positive": 0.15503363733271064, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5671029219993216, "total_loss": 1.2168689174141036} {"data_time": 0.013056835497991415, "eta_seconds": 126879.4369221216, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.4051379930674389, "fast_rcnn/fg_cls_accuracy": 0.5801068090787717, "iteration": 44919, "loss_box_reg": 0.24923136923462152, "loss_cls": 0.2367123789153993, "loss_mask": 0.2738840766251087, "loss_rpn_cls": 0.049441443756222725, "loss_rpn_loc": 0.0845525597105734, "loss_sem_seg": 0.3652769299224019, "lr": 0.02, "mask_rcnn/accuracy": 0.8807678599492602, "mask_rcnn/false_negative": 0.1046651650346761, "mask_rcnn/false_positive": 0.15136108148148786, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5759085955014598, "total_loss": 1.2605688149342313} {"data_time": 0.012259369499588502, "eta_seconds": 126894.50316063971, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.401791089704997, "fast_rcnn/fg_cls_accuracy": 0.5289502164502164, "iteration": 44939, "loss_box_reg": 0.2691385536454618, "loss_cls": 0.25345121999271214, "loss_mask": 0.2816354017704725, "loss_rpn_cls": 0.05381652602227405, "loss_rpn_loc": 0.07523528915771749, "loss_sem_seg": 0.3316250437637791, "lr": 0.02, "mask_rcnn/accuracy": 0.8833675717389804, "mask_rcnn/false_negative": 0.09010184766042326, "mask_rcnn/false_positive": 0.1229590111416561, "roi_head/num_bg_samples": 460.0, "roi_head/num_fg_samples": 52.0, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.56420945300124, "total_loss": 1.2583575670141727} {"data_time": 0.012359234000541619, "eta_seconds": 126887.13476823576, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.3917953667953668, "fast_rcnn/fg_cls_accuracy": 0.5518180140273163, "iteration": 44959, "loss_box_reg": 0.23716667480766773, "loss_cls": 0.23121863813139498, "loss_mask": 0.27420938294380903, "loss_rpn_cls": 0.051575271936599165, "loss_rpn_loc": 0.07310749984753784, "loss_sem_seg": 0.3979341611266136, "lr": 0.02, "mask_rcnn/accuracy": 0.8944763534156177, "mask_rcnn/false_negative": 0.09242498412732109, "mask_rcnn/false_positive": 0.12863611767511174, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 235.0, "rpn/num_pos_anchors": 21.0, "time": 0.5449588019982912, "total_loss": 1.2824313691235147} {"data_time": 0.012837635998948826, "eta_seconds": 126871.95025219966, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.3426767676767677, "fast_rcnn/fg_cls_accuracy": 0.6121308016877638, "iteration": 44979, "loss_box_reg": 0.2659586160443723, "loss_cls": 0.2220617055427283, "loss_mask": 0.27635619789361954, "loss_rpn_cls": 0.05102586915018037, "loss_rpn_loc": 0.08197225700132549, "loss_sem_seg": 0.34533443162217736, "lr": 0.02, "mask_rcnn/accuracy": 0.9000891143854782, "mask_rcnn/false_negative": 0.09219943409062442, "mask_rcnn/false_positive": 0.12409342690660143, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5652521199990588, "total_loss": 1.2761190257733688} {"data_time": 0.012551170500955777, "eta_seconds": 126846.86053655745, "fast_rcnn/cls_accuracy": 0.91357421875, "fast_rcnn/false_negative": 0.4273657017481775, "fast_rcnn/fg_cls_accuracy": 0.46015791720017074, "iteration": 44999, "loss_box_reg": 0.255993252620101, "loss_cls": 0.25604801531881094, "loss_mask": 0.2681192974559963, "loss_rpn_cls": 0.04344232563744299, "loss_rpn_loc": 0.06706152716651559, "loss_sem_seg": 0.40723893977701664, "lr": 0.02, "mask_rcnn/accuracy": 0.8903585784963336, "mask_rcnn/false_negative": 0.0935104827084157, "mask_rcnn/false_positive": 0.1372783338268077, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5550189799996588, "total_loss": 1.328620198997669} {"data_time": 0.011262941998211318, "eta_seconds": 126865.85144114222, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.40231894542239366, "fast_rcnn/fg_cls_accuracy": 0.5314743589743589, "iteration": 45019, "loss_box_reg": 0.2668009209446609, "loss_cls": 0.2509765261784196, "loss_mask": 0.28533542063087225, "loss_rpn_cls": 0.04695563486893661, "loss_rpn_loc": 0.07691458822228014, "loss_sem_seg": 0.3416775078512728, "lr": 0.02, "mask_rcnn/accuracy": 0.86274741481414, "mask_rcnn/false_negative": 0.09903758868486862, "mask_rcnn/false_positive": 0.15664828497932626, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5694864959987171, "total_loss": 1.251933130522957} {"data_time": 0.012053120000928175, "eta_seconds": 126888.7292406299, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.428509052803167, "fast_rcnn/fg_cls_accuracy": 0.536346964257843, "iteration": 45039, "loss_box_reg": 0.24381574243307114, "loss_cls": 0.2338989502750337, "loss_mask": 0.2782239932566881, "loss_rpn_cls": 0.052695352234877646, "loss_rpn_loc": 0.08881453529465944, "loss_sem_seg": 0.36138465581461787, "lr": 0.02, "mask_rcnn/accuracy": 0.8721146379086205, "mask_rcnn/false_negative": 0.10578624555728201, "mask_rcnn/false_positive": 0.13623661119744943, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.569677107498137, "total_loss": 1.2497847895137966} {"data_time": 0.012332150497968541, "eta_seconds": 126992.17449535738, "fast_rcnn/cls_accuracy": 0.91259765625, "fast_rcnn/false_negative": 0.4074595355383533, "fast_rcnn/fg_cls_accuracy": 0.5391156462585034, "iteration": 45059, "loss_box_reg": 0.2585546914488077, "loss_cls": 0.24391889153048396, "loss_mask": 0.2665303065441549, "loss_rpn_cls": 0.053344074927736074, "loss_rpn_loc": 0.10143922956194729, "loss_sem_seg": 0.3868484254926443, "lr": 0.02, "mask_rcnn/accuracy": 0.8811065233653599, "mask_rcnn/false_negative": 0.1046473394742786, "mask_rcnn/false_positive": 0.13747718384440413, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 200.75, "rpn/num_pos_anchors": 55.25, "time": 0.5710904954994476, "total_loss": 1.297942720411811} {"data_time": 0.012589822999871103, "eta_seconds": 126980.88334127738, "fast_rcnn/cls_accuracy": 0.90673828125, "fast_rcnn/false_negative": 0.454040404040404, "fast_rcnn/fg_cls_accuracy": 0.522108843537415, "iteration": 45079, "loss_box_reg": 0.25926477927714586, "loss_cls": 0.23873713775537908, "loss_mask": 0.27549957809969783, "loss_rpn_cls": 0.04957642039516941, "loss_rpn_loc": 0.08566979452734813, "loss_sem_seg": 0.3844546964392066, "lr": 0.02, "mask_rcnn/accuracy": 0.8768073394203901, "mask_rcnn/false_negative": 0.10448262153231873, "mask_rcnn/false_positive": 0.12602045550873536, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 202.25, "rpn/num_pos_anchors": 53.75, "time": 0.5659747600002447, "total_loss": 1.285261582233943} {"data_time": 0.012928338001074735, "eta_seconds": 126954.39337757752, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.4186813186813187, "fast_rcnn/fg_cls_accuracy": 0.5611888111888111, "iteration": 45099, "loss_box_reg": 0.23957046121358871, "loss_cls": 0.22804166749119759, "loss_mask": 0.2678172243759036, "loss_rpn_cls": 0.04203136343130609, "loss_rpn_loc": 0.07252696237992495, "loss_sem_seg": 0.35643669590353966, "lr": 0.02, "mask_rcnn/accuracy": 0.8840905836717692, "mask_rcnn/false_negative": 0.09374732625894965, "mask_rcnn/false_positive": 0.13770561711916157, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.566445032500269, "total_loss": 1.2482898726884741} {"data_time": 0.011761738000132027, "eta_seconds": 126958.3010331174, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.35075685903500475, "fast_rcnn/fg_cls_accuracy": 0.5866114561766735, "iteration": 45119, "loss_box_reg": 0.25320884864777327, "loss_cls": 0.23609323799610138, "loss_mask": 0.26514372415840626, "loss_rpn_cls": 0.044337516446830705, "loss_rpn_loc": 0.07936900603817776, "loss_sem_seg": 0.33049224922433496, "lr": 0.02, "mask_rcnn/accuracy": 0.8917280446012992, "mask_rcnn/false_negative": 0.08631516745667259, "mask_rcnn/false_positive": 0.126773104447163, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5773532510011137, "total_loss": 1.2346110583748668} {"data_time": 0.012542823498733924, "eta_seconds": 126996.30312069948, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.38982732732732733, "fast_rcnn/fg_cls_accuracy": 0.5682083045580111, "iteration": 45139, "loss_box_reg": 0.2412545457482338, "loss_cls": 0.23939918261021376, "loss_mask": 0.2701349789276719, "loss_rpn_cls": 0.045874591858591884, "loss_rpn_loc": 0.08130524482112378, "loss_sem_seg": 0.33711665659211576, "lr": 0.02, "mask_rcnn/accuracy": 0.8807989698053862, "mask_rcnn/false_negative": 0.10232818777177208, "mask_rcnn/false_positive": 0.14103471249696026, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.5718233014995349, "total_loss": 1.247377155799768} {"data_time": 0.013407653501417371, "eta_seconds": 127027.76121090548, "fast_rcnn/cls_accuracy": 0.90966796875, "fast_rcnn/false_negative": 0.42382541006394214, "fast_rcnn/fg_cls_accuracy": 0.5381974496566846, "iteration": 45159, "loss_box_reg": 0.2765073454938829, "loss_cls": 0.2591329684946686, "loss_mask": 0.2774926442652941, "loss_rpn_cls": 0.05166559596545994, "loss_rpn_loc": 0.07745719945523888, "loss_sem_seg": 0.3430137736722827, "lr": 0.02, "mask_rcnn/accuracy": 0.8629697260193385, "mask_rcnn/false_negative": 0.12895743310230356, "mask_rcnn/false_positive": 0.13612916902973163, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.560699048499373, "total_loss": 1.2974061484565027} {"data_time": 0.011558955500731827, "eta_seconds": 127065.72599532867, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.3452904681331077, "fast_rcnn/fg_cls_accuracy": 0.5965299159524007, "iteration": 45179, "loss_box_reg": 0.24882034491747618, "loss_cls": 0.2490533352829516, "loss_mask": 0.28493598103523254, "loss_rpn_cls": 0.053722664204542525, "loss_rpn_loc": 0.08059927486465313, "loss_sem_seg": 0.37183047737926245, "lr": 0.02, "mask_rcnn/accuracy": 0.8810844145843055, "mask_rcnn/false_negative": 0.09627349271443719, "mask_rcnn/false_positive": 0.11870519983163508, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 235.25, "rpn/num_pos_anchors": 20.75, "time": 0.5768405524995615, "total_loss": 1.2669496704329504} {"data_time": 0.013486500001818058, "eta_seconds": 127054.4222713887, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.39032851883319175, "fast_rcnn/fg_cls_accuracy": 0.5314153811507714, "iteration": 45199, "loss_box_reg": 0.25583778601139784, "loss_cls": 0.25069981440901756, "loss_mask": 0.27359316032379866, "loss_rpn_cls": 0.046785187849309295, "loss_rpn_loc": 0.08460207813186571, "loss_sem_seg": 0.3448815541341901, "lr": 0.02, "mask_rcnn/accuracy": 0.8872087569368204, "mask_rcnn/false_negative": 0.10257240779364646, "mask_rcnn/false_positive": 0.1176918464963227, "roi_head/num_bg_samples": 459.0, "roi_head/num_fg_samples": 53.0, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5606635935018858, "total_loss": 1.2720107705681585} {"data_time": 0.012664523999774246, "eta_seconds": 127116.51651229685, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.4487917146144994, "fast_rcnn/fg_cls_accuracy": 0.40946691176470584, "iteration": 45219, "loss_box_reg": 0.25082086119800806, "loss_cls": 0.24666112195700407, "loss_mask": 0.26977488957345486, "loss_rpn_cls": 0.04711742454674095, "loss_rpn_loc": 0.0885109551018104, "loss_sem_seg": 0.4033760940656066, "lr": 0.02, "mask_rcnn/accuracy": 0.886820368207524, "mask_rcnn/false_negative": 0.10210586098115643, "mask_rcnn/false_positive": 0.13278573778022013, "roi_head/num_bg_samples": 466.0, "roi_head/num_fg_samples": 46.0, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5870548889979545, "total_loss": 1.3315718004014343} {"data_time": 0.013231889000962838, "eta_seconds": 127080.04291558868, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.2902423367035789, "fast_rcnn/fg_cls_accuracy": 0.678568780126066, "iteration": 45239, "loss_box_reg": 0.22331462427973747, "loss_cls": 0.21807085233740509, "loss_mask": 0.2739901510067284, "loss_rpn_cls": 0.0490288152359426, "loss_rpn_loc": 0.07202643295750022, "loss_sem_seg": 0.38448792323470116, "lr": 0.02, "mask_rcnn/accuracy": 0.8962809473022824, "mask_rcnn/false_negative": 0.08921993261874311, "mask_rcnn/false_positive": 0.12880598275617203, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5581203519996052, "total_loss": 1.2540293647471117} {"data_time": 0.013575708999269409, "eta_seconds": 127060.88098901702, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.36575936354697414, "fast_rcnn/fg_cls_accuracy": 0.6141592920353982, "iteration": 45259, "loss_box_reg": 0.2562481464119628, "loss_cls": 0.26292016764637083, "loss_mask": 0.2801215657964349, "loss_rpn_cls": 0.050026472425088286, "loss_rpn_loc": 0.08246195642277598, "loss_sem_seg": 0.3959015794098377, "lr": 0.02, "mask_rcnn/accuracy": 0.894442082388511, "mask_rcnn/false_negative": 0.09258696524021114, "mask_rcnn/false_positive": 0.1333424014971649, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5698730844997044, "total_loss": 1.3443091807421297} {"data_time": 0.01306820349964255, "eta_seconds": 127037.84053947299, "fast_rcnn/cls_accuracy": 0.90625, "fast_rcnn/false_negative": 0.3970536551077788, "fast_rcnn/fg_cls_accuracy": 0.5795688847235239, "iteration": 45279, "loss_box_reg": 0.24373218673281372, "loss_cls": 0.23925232654437423, "loss_mask": 0.2783571630716324, "loss_rpn_cls": 0.04810976900625974, "loss_rpn_loc": 0.075914576620562, "loss_sem_seg": 0.4290257941465825, "lr": 0.02, "mask_rcnn/accuracy": 0.8783917007244313, "mask_rcnn/false_negative": 0.10478641159653054, "mask_rcnn/false_positive": 0.1430154029432546, "roi_head/num_bg_samples": 428.0, "roi_head/num_fg_samples": 84.0, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.5623008889979246, "total_loss": 1.3329599027056247} {"data_time": 0.013602629500383046, "eta_seconds": 127062.09173943257, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.36416245791245794, "fast_rcnn/fg_cls_accuracy": 0.5736705043859649, "iteration": 45299, "loss_box_reg": 0.2559395399875939, "loss_cls": 0.2389485570602119, "loss_mask": 0.28314471896737814, "loss_rpn_cls": 0.0574307469651103, "loss_rpn_loc": 0.08418562659062445, "loss_sem_seg": 0.3590333815664053, "lr": 0.02, "mask_rcnn/accuracy": 0.8807809414088216, "mask_rcnn/false_negative": 0.11454654237893847, "mask_rcnn/false_positive": 0.13119089433405903, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5666494504985167, "total_loss": 1.3224986503482796} {"data_time": 0.013206042001911555, "eta_seconds": 127063.75515857691, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.41682316118935836, "fast_rcnn/fg_cls_accuracy": 0.5679148706896552, "iteration": 45319, "loss_box_reg": 0.23883660859428346, "loss_cls": 0.23130488488823175, "loss_mask": 0.26555644907057285, "loss_rpn_cls": 0.04542164446320385, "loss_rpn_loc": 0.08375451769097708, "loss_sem_seg": 0.4100581919774413, "lr": 0.02, "mask_rcnn/accuracy": 0.853643647599885, "mask_rcnn/false_negative": 0.11782517560533311, "mask_rcnn/false_positive": 0.16665695032082192, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5661887989990646, "total_loss": 1.286504203962977} {"data_time": 0.012175916999694891, "eta_seconds": 127097.88989276648, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.42895962732919257, "fast_rcnn/fg_cls_accuracy": 0.525012025012025, "iteration": 45339, "loss_box_reg": 0.24998126877471805, "loss_cls": 0.23268164787441492, "loss_mask": 0.26623690500855446, "loss_rpn_cls": 0.04803770035505295, "loss_rpn_loc": 0.09039643395226449, "loss_sem_seg": 0.3876606384292245, "lr": 0.02, "mask_rcnn/accuracy": 0.8770706784619551, "mask_rcnn/false_negative": 0.09017228921884492, "mask_rcnn/false_positive": 0.14104648448106485, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5740805434998038, "total_loss": 1.2612636760168243} {"data_time": 0.012443927998901927, "eta_seconds": 127192.11945906721, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.3673280423280423, "fast_rcnn/fg_cls_accuracy": 0.5820531952247191, "iteration": 45359, "loss_box_reg": 0.24337419867515564, "loss_cls": 0.2352549689821899, "loss_mask": 0.2759418049827218, "loss_rpn_cls": 0.052200183214154094, "loss_rpn_loc": 0.0797772440710105, "loss_sem_seg": 0.3967199195176363, "lr": 0.02, "mask_rcnn/accuracy": 0.8870440335732508, "mask_rcnn/false_negative": 0.10751759789921575, "mask_rcnn/false_positive": 0.13168558726969054, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 193.5, "rpn/num_pos_anchors": 62.5, "time": 0.5680624519991397, "total_loss": 1.3449135118862614} {"data_time": 0.012953992500115419, "eta_seconds": 127075.26061756647, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.358128078817734, "fast_rcnn/fg_cls_accuracy": 0.5732758620689655, "iteration": 45379, "loss_box_reg": 0.22559148771688342, "loss_cls": 0.22290245303884149, "loss_mask": 0.28148192074149847, "loss_rpn_cls": 0.04502923431573436, "loss_rpn_loc": 0.07353943376801908, "loss_sem_seg": 0.3951139464043081, "lr": 0.02, "mask_rcnn/accuracy": 0.8905261017450459, "mask_rcnn/false_negative": 0.09041719654831629, "mask_rcnn/false_positive": 0.1267528594407875, "roi_head/num_bg_samples": 460.75, "roi_head/num_fg_samples": 51.25, "rpn/num_neg_anchors": 236.75, "rpn/num_pos_anchors": 19.25, "time": 0.5745004319996951, "total_loss": 1.2797885224426864} {"data_time": 0.011759661998439697, "eta_seconds": 127131.79468497763, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.4544820182501342, "fast_rcnn/fg_cls_accuracy": 0.46197033898305084, "iteration": 45399, "loss_box_reg": 0.25721641536802053, "loss_cls": 0.24320774571970105, "loss_mask": 0.2781944824382663, "loss_rpn_cls": 0.047298496938310564, "loss_rpn_loc": 0.08604828390525654, "loss_sem_seg": 0.45363863930106163, "lr": 0.02, "mask_rcnn/accuracy": 0.8805750473006484, "mask_rcnn/false_negative": 0.0919057288985233, "mask_rcnn/false_positive": 0.16985866913019254, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 234.25, "rpn/num_pos_anchors": 21.75, "time": 0.5652814884997497, "total_loss": 1.354249331227038} {"data_time": 0.012374211501082755, "eta_seconds": 127073.53826099819, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.3758380575185732, "fast_rcnn/fg_cls_accuracy": 0.5792886541896405, "iteration": 45419, "loss_box_reg": 0.2398330387659371, "loss_cls": 0.22763748280704021, "loss_mask": 0.2583068171516061, "loss_rpn_cls": 0.03984884958481416, "loss_rpn_loc": 0.07426056641270407, "loss_sem_seg": 0.36125127132982016, "lr": 0.02, "mask_rcnn/accuracy": 0.8689820213799806, "mask_rcnn/false_negative": 0.12126097572925676, "mask_rcnn/false_positive": 0.1366362254599448, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5499469574988325, "total_loss": 1.2187209646217525} {"data_time": 0.012967252998350887, "eta_seconds": 127006.7713631801, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.3346557587107585, "fast_rcnn/fg_cls_accuracy": 0.5625322198164759, "iteration": 45439, "loss_box_reg": 0.23679164983332157, "loss_cls": 0.24434421071782708, "loss_mask": 0.26662824489176273, "loss_rpn_cls": 0.055647971108555794, "loss_rpn_loc": 0.09075505239889026, "loss_sem_seg": 0.38269996852613986, "lr": 0.02, "mask_rcnn/accuracy": 0.8966994317327786, "mask_rcnn/false_negative": 0.08953008625512146, "mask_rcnn/false_positive": 0.12092267613665914, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.554329921000317, "total_loss": 1.2819486799417064} {"data_time": 0.012451383501684177, "eta_seconds": 126995.45980228011, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.4403300600109111, "fast_rcnn/fg_cls_accuracy": 0.49553418069391963, "iteration": 45459, "loss_box_reg": 0.2284055999480188, "loss_cls": 0.221351801417768, "loss_mask": 0.2732641277834773, "loss_rpn_cls": 0.04825300141237676, "loss_rpn_loc": 0.06491151812952012, "loss_sem_seg": 0.38113829668145627, "lr": 0.02, "mask_rcnn/accuracy": 0.8797275683966592, "mask_rcnn/false_negative": 0.10532463784669588, "mask_rcnn/false_positive": 0.14371252942385604, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5644238404984208, "total_loss": 1.246043626772007} {"data_time": 0.013272898500872543, "eta_seconds": 126973.82633705172, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.41578023614509096, "fast_rcnn/fg_cls_accuracy": 0.5031645569620253, "iteration": 45479, "loss_box_reg": 0.2546357815153897, "loss_cls": 0.24791494943201542, "loss_mask": 0.2744706403464079, "loss_rpn_cls": 0.047120742543484084, "loss_rpn_loc": 0.07220122206490487, "loss_sem_seg": 0.34957672422751784, "lr": 0.02, "mask_rcnn/accuracy": 0.8742000301794826, "mask_rcnn/false_negative": 0.10828929393885589, "mask_rcnn/false_positive": 0.13126793921442642, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5603679699997883, "total_loss": 1.2604509959928691} {"data_time": 0.012780069999280386, "eta_seconds": 126953.34011518744, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.3953823953823954, "fast_rcnn/fg_cls_accuracy": 0.5532748538011696, "iteration": 45499, "loss_box_reg": 0.2528264448046684, "loss_cls": 0.24142712610773742, "loss_mask": 0.27508137840777636, "loss_rpn_cls": 0.05613018193980679, "loss_rpn_loc": 0.08244484188617207, "loss_sem_seg": 0.34194806299638003, "lr": 0.02, "mask_rcnn/accuracy": 0.8881190328349565, "mask_rcnn/false_negative": 0.1090970381382526, "mask_rcnn/false_positive": 0.12208332389929756, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5649652530009917, "total_loss": 1.2581273288815282} {"data_time": 0.01260452449969307, "eta_seconds": 126951.2050541718, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.38384273535280244, "fast_rcnn/fg_cls_accuracy": 0.5904646882907753, "iteration": 45519, "loss_box_reg": 0.27854788885451853, "loss_cls": 0.235266275703907, "loss_mask": 0.2778531685471535, "loss_rpn_cls": 0.061177492199931294, "loss_rpn_loc": 0.08620027225697413, "loss_sem_seg": 0.3519437201321125, "lr": 0.02, "mask_rcnn/accuracy": 0.8734764739229025, "mask_rcnn/false_negative": 0.10936414021939876, "mask_rcnn/false_positive": 0.14463222375639262, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5696605365010328, "total_loss": 1.3267297502607107} {"data_time": 0.012583488001837395, "eta_seconds": 127086.29618248579, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.37976190476190474, "fast_rcnn/fg_cls_accuracy": 0.5683823529411764, "iteration": 45539, "loss_box_reg": 0.24030271638184786, "loss_cls": 0.23760148789733648, "loss_mask": 0.2728453413583338, "loss_rpn_cls": 0.043086912657599896, "loss_rpn_loc": 0.07080342958215624, "loss_sem_seg": 0.3651363071985543, "lr": 0.02, "mask_rcnn/accuracy": 0.8701021861736147, "mask_rcnn/false_negative": 0.12232854044020172, "mask_rcnn/false_positive": 0.14568501424648694, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5760923235011433, "total_loss": 1.2213168659109215} {"data_time": 0.013289074999192962, "eta_seconds": 127166.82564883752, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.40130083659751437, "fast_rcnn/fg_cls_accuracy": 0.5796460176991151, "iteration": 45559, "loss_box_reg": 0.2690034010447562, "loss_cls": 0.2461838535964489, "loss_mask": 0.27008033404126763, "loss_rpn_cls": 0.05038152850465849, "loss_rpn_loc": 0.0798994213109836, "loss_sem_seg": 0.3405789006501436, "lr": 0.02, "mask_rcnn/accuracy": 0.8742388518080075, "mask_rcnn/false_negative": 0.10344446034947542, "mask_rcnn/false_positive": 0.14053139277735124, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 234.25, "rpn/num_pos_anchors": 21.75, "time": 0.5695211209986155, "total_loss": 1.2860307371302042} {"data_time": 0.013896766999096144, "eta_seconds": 127155.49377759751, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.40010141987829617, "fast_rcnn/fg_cls_accuracy": 0.5041064854148967, "iteration": 45579, "loss_box_reg": 0.22749267565086484, "loss_cls": 0.237713563721627, "loss_mask": 0.27550847129896283, "loss_rpn_cls": 0.039693311613518745, "loss_rpn_loc": 0.06932645721826702, "loss_sem_seg": 0.3578302334062755, "lr": 0.02, "mask_rcnn/accuracy": 0.8893432153691401, "mask_rcnn/false_negative": 0.09115350891065452, "mask_rcnn/false_positive": 0.12084249683292284, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5597270674988977, "total_loss": 1.258173138834536} {"data_time": 0.012255125500814756, "eta_seconds": 127202.29489301516, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3599305751008537, "fast_rcnn/fg_cls_accuracy": 0.5570415108810277, "iteration": 45599, "loss_box_reg": 0.218296451959759, "loss_cls": 0.2116062161512673, "loss_mask": 0.25829994678497314, "loss_rpn_cls": 0.04473631572909653, "loss_rpn_loc": 0.06230626461911015, "loss_sem_seg": 0.3623598525300622, "lr": 0.02, "mask_rcnn/accuracy": 0.8994057209349906, "mask_rcnn/false_negative": 0.1063331540780158, "mask_rcnn/false_positive": 0.10873563658728189, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5681487725014449, "total_loss": 1.185971216415055} {"data_time": 0.01219632799984538, "eta_seconds": 127204.76075010483, "fast_rcnn/cls_accuracy": 0.89453125, "fast_rcnn/false_negative": 0.32209540532630965, "fast_rcnn/fg_cls_accuracy": 0.6164292279411765, "iteration": 45619, "loss_box_reg": 0.27757786377333105, "loss_cls": 0.2519537000916898, "loss_mask": 0.27211844734847546, "loss_rpn_cls": 0.04588006704580039, "loss_rpn_loc": 0.07398306729737669, "loss_sem_seg": 0.4042896293103695, "lr": 0.02, "mask_rcnn/accuracy": 0.8925842011728472, "mask_rcnn/false_negative": 0.09497894702924403, "mask_rcnn/false_positive": 0.1354917569072162, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5733717370003433, "total_loss": 1.3165204366086982} {"data_time": 0.012058029502441059, "eta_seconds": 127210.06186387643, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.38425925925925924, "fast_rcnn/fg_cls_accuracy": 0.5523134328358209, "iteration": 45639, "loss_box_reg": 0.25114587554708123, "loss_cls": 0.23870992846786976, "loss_mask": 0.26918794214725494, "loss_rpn_cls": 0.05437992041697726, "loss_rpn_loc": 0.09453512352774851, "loss_sem_seg": 0.35480093862861395, "lr": 0.02, "mask_rcnn/accuracy": 0.870266165062626, "mask_rcnn/false_negative": 0.10477882161655278, "mask_rcnn/false_positive": 0.14937371508383662, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5635325340008421, "total_loss": 1.2552964307251386} {"data_time": 0.012955207001141389, "eta_seconds": 127245.77616460349, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.31972079589216945, "fast_rcnn/fg_cls_accuracy": 0.601606963508537, "iteration": 45659, "loss_box_reg": 0.2414216767065227, "loss_cls": 0.22157701384276152, "loss_mask": 0.2662883121520281, "loss_rpn_cls": 0.04689105390571058, "loss_rpn_loc": 0.07515783153939992, "loss_sem_seg": 0.3464397140778601, "lr": 0.02, "mask_rcnn/accuracy": 0.8964741888686681, "mask_rcnn/false_negative": 0.08925632816803217, "mask_rcnn/false_positive": 0.11169674278762051, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 238.5, "rpn/num_pos_anchors": 17.5, "time": 0.5853671525001118, "total_loss": 1.216771253675688} {"data_time": 0.012056996498358785, "eta_seconds": 127234.4322037435, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.37109375, "fast_rcnn/fg_cls_accuracy": 0.5540165791984732, "iteration": 45679, "loss_box_reg": 0.24320862675085664, "loss_cls": 0.2471206528134644, "loss_mask": 0.2723117247223854, "loss_rpn_cls": 0.05279315687948838, "loss_rpn_loc": 0.08525561034912243, "loss_sem_seg": 0.35936617851257324, "lr": 0.02, "mask_rcnn/accuracy": 0.8835699184536394, "mask_rcnn/false_negative": 0.09501866315397761, "mask_rcnn/false_positive": 0.14540495747822849, "roi_head/num_bg_samples": 456.5, "roi_head/num_fg_samples": 55.5, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5733211719998508, "total_loss": 1.2091311716358177} {"data_time": 0.011965211500864825, "eta_seconds": 127220.3059011263, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.33096716947648624, "fast_rcnn/fg_cls_accuracy": 0.6238945333388178, "iteration": 45699, "loss_box_reg": 0.24018807476386428, "loss_cls": 0.23611816251650453, "loss_mask": 0.26734787598252296, "loss_rpn_cls": 0.04701089672744274, "loss_rpn_loc": 0.0807576656807214, "loss_sem_seg": 0.3385859918780625, "lr": 0.02, "mask_rcnn/accuracy": 0.879357168290757, "mask_rcnn/false_negative": 0.10441486124374677, "mask_rcnn/false_positive": 0.13609504263851607, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5643019684994215, "total_loss": 1.2157101084303576} {"data_time": 0.013588768000772689, "eta_seconds": 127148.0693365047, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.40143472022955523, "fast_rcnn/fg_cls_accuracy": 0.5656020220588236, "iteration": 45719, "loss_box_reg": 0.2385747362859547, "loss_cls": 0.22563114832155406, "loss_mask": 0.2759232451207936, "loss_rpn_cls": 0.05629570467863232, "loss_rpn_loc": 0.09072961332276464, "loss_sem_seg": 0.3726281188428402, "lr": 0.02, "mask_rcnn/accuracy": 0.8770875210549336, "mask_rcnn/false_negative": 0.1014686272169277, "mask_rcnn/false_positive": 0.10990387626485038, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5561099480019038, "total_loss": 1.2866528501617722} {"data_time": 0.01226671149925096, "eta_seconds": 127089.16081015544, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.3851530234035794, "fast_rcnn/fg_cls_accuracy": 0.6002025223234834, "iteration": 45739, "loss_box_reg": 0.25163574842736125, "loss_cls": 0.21957528335042298, "loss_mask": 0.29072028398513794, "loss_rpn_cls": 0.05452480248641223, "loss_rpn_loc": 0.08731492038350552, "loss_sem_seg": 0.34875804372131824, "lr": 0.02, "mask_rcnn/accuracy": 0.8884106811782633, "mask_rcnn/false_negative": 0.10730923665222354, "mask_rcnn/false_positive": 0.1394794134581684, "roi_head/num_bg_samples": 467.5, "roi_head/num_fg_samples": 44.5, "rpn/num_neg_anchors": 234.5, "rpn/num_pos_anchors": 21.5, "time": 0.5573591069987742, "total_loss": 1.2517571539792698} {"data_time": 0.012794693500836729, "eta_seconds": 126887.90484558624, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.4556524016160407, "fast_rcnn/fg_cls_accuracy": 0.514339319217368, "iteration": 45759, "loss_box_reg": 0.2329268422909081, "loss_cls": 0.2168022955302149, "loss_mask": 0.26910832710564137, "loss_rpn_cls": 0.062187045739847235, "loss_rpn_loc": 0.09638217592146248, "loss_sem_seg": 0.33949907263740897, "lr": 0.02, "mask_rcnn/accuracy": 0.8777960116973619, "mask_rcnn/false_negative": 0.09144555733541343, "mask_rcnn/false_positive": 0.15233187171888463, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5589182785006415, "total_loss": 1.252951048198156} {"data_time": 0.01286266550050641, "eta_seconds": 126915.19546163757, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.39899876135425266, "fast_rcnn/fg_cls_accuracy": 0.5799512987012987, "iteration": 45779, "loss_box_reg": 0.22889901068992913, "loss_cls": 0.22636095411144197, "loss_mask": 0.26672354247421026, "loss_rpn_cls": 0.04967343632597476, "loss_rpn_loc": 0.08851092692930251, "loss_sem_seg": 0.38432380370795727, "lr": 0.02, "mask_rcnn/accuracy": 0.8865265830496188, "mask_rcnn/false_negative": 0.08958962575747606, "mask_rcnn/false_positive": 0.13889665494395362, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5724818635007978, "total_loss": 1.2133102961379336} {"data_time": 0.012231201000759029, "eta_seconds": 126903.87491668758, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.4002559267241379, "fast_rcnn/fg_cls_accuracy": 0.5564843749999999, "iteration": 45799, "loss_box_reg": 0.2542458896059543, "loss_cls": 0.24758743215352297, "loss_mask": 0.27947432547807693, "loss_rpn_cls": 0.049881761719007045, "loss_rpn_loc": 0.0818079042219324, "loss_sem_seg": 0.37160270009189844, "lr": 0.02, "mask_rcnn/accuracy": 0.8539745180191083, "mask_rcnn/false_negative": 0.11022059285960584, "mask_rcnn/false_positive": 0.16566188492471706, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5719860720018914, "total_loss": 1.2899565637708292} {"data_time": 0.012915358500322327, "eta_seconds": 126853.95354189629, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.40588235294117647, "fast_rcnn/fg_cls_accuracy": 0.5394490254872564, "iteration": 45819, "loss_box_reg": 0.2354422644712031, "loss_cls": 0.2404422457329929, "loss_mask": 0.2819262007251382, "loss_rpn_cls": 0.05409930988389533, "loss_rpn_loc": 0.06858689745422453, "loss_sem_seg": 0.33863720251247287, "lr": 0.02, "mask_rcnn/accuracy": 0.8920905483405484, "mask_rcnn/false_negative": 0.08946554822738792, "mask_rcnn/false_positive": 0.11850230548396107, "roi_head/num_bg_samples": 463.5, "roi_head/num_fg_samples": 48.5, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.5568522060002579, "total_loss": 1.263267154339701} {"data_time": 0.012519109501226922, "eta_seconds": 126825.3039759715, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.33806170164233573, "fast_rcnn/fg_cls_accuracy": 0.6339431801279191, "iteration": 45839, "loss_box_reg": 0.2523768371902406, "loss_cls": 0.2280274210497737, "loss_mask": 0.28445913828909397, "loss_rpn_cls": 0.052942647016607225, "loss_rpn_loc": 0.08929929859004915, "loss_sem_seg": 0.35565246967598796, "lr": 0.02, "mask_rcnn/accuracy": 0.8795879364766226, "mask_rcnn/false_negative": 0.10119433453299627, "mask_rcnn/false_positive": 0.13806145758670313, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.56308430900026, "total_loss": 1.2899934984161519} {"data_time": 0.01191629350068979, "eta_seconds": 126869.9132818376, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.3503327658257236, "fast_rcnn/fg_cls_accuracy": 0.574127149557061, "iteration": 45859, "loss_box_reg": 0.25716346502304077, "loss_cls": 0.2527957090642303, "loss_mask": 0.2692313715815544, "loss_rpn_cls": 0.052926852949894965, "loss_rpn_loc": 0.08517222054069862, "loss_sem_seg": 0.34676725626923144, "lr": 0.02, "mask_rcnn/accuracy": 0.8819088632624196, "mask_rcnn/false_negative": 0.109578657283914, "mask_rcnn/false_positive": 0.10952700759622837, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5759046135008248, "total_loss": 1.2517899356753333} {"data_time": 0.013724795999223716, "eta_seconds": 126820.00223820636, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.2940766294773928, "fast_rcnn/fg_cls_accuracy": 0.60625, "iteration": 45879, "loss_box_reg": 0.24247703421860933, "loss_cls": 0.23825500905513763, "loss_mask": 0.26318697817623615, "loss_rpn_cls": 0.04952971320017241, "loss_rpn_loc": 0.08174917389987968, "loss_sem_seg": 0.3457211540080607, "lr": 0.02, "mask_rcnn/accuracy": 0.894423209468473, "mask_rcnn/false_negative": 0.0971508703132012, "mask_rcnn/false_positive": 0.11290332961253091, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5676591219998954, "total_loss": 1.223435736639658} {"data_time": 0.012248423001437914, "eta_seconds": 126761.7876328769, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.453781512605042, "fast_rcnn/fg_cls_accuracy": 0.4926120923913043, "iteration": 45899, "loss_box_reg": 0.2628087610937655, "loss_cls": 0.2580450773239136, "loss_mask": 0.275672918651253, "loss_rpn_cls": 0.055079734534956515, "loss_rpn_loc": 0.08271203108597547, "loss_sem_seg": 0.36267740465700626, "lr": 0.02, "mask_rcnn/accuracy": 0.86874123180412, "mask_rcnn/false_negative": 0.10215029456762097, "mask_rcnn/false_positive": 0.13225010006638843, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5549697525002557, "total_loss": 1.2761564748652745} {"data_time": 0.013797417499517906, "eta_seconds": 126750.47471703691, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.4328231292517007, "fast_rcnn/fg_cls_accuracy": 0.559218069250172, "iteration": 45919, "loss_box_reg": 0.22015041671693325, "loss_cls": 0.2146472674794495, "loss_mask": 0.277947258669883, "loss_rpn_cls": 0.05211110506206751, "loss_rpn_loc": 0.07283759367419407, "loss_sem_seg": 0.3200305674690753, "lr": 0.02, "mask_rcnn/accuracy": 0.8766938591050475, "mask_rcnn/false_negative": 0.09534420082567688, "mask_rcnn/false_positive": 0.145267716634874, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5689957320009853, "total_loss": 1.1549239427840803} {"data_time": 0.012560350500280038, "eta_seconds": 126704.52398674845, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.34222511385816523, "fast_rcnn/fg_cls_accuracy": 0.6170738045738046, "iteration": 45939, "loss_box_reg": 0.23794810846447945, "loss_cls": 0.2323897541500628, "loss_mask": 0.2807102659717202, "loss_rpn_cls": 0.05547483533155173, "loss_rpn_loc": 0.09151513886172324, "loss_sem_seg": 0.37328079901635647, "lr": 0.02, "mask_rcnn/accuracy": 0.8820809375337437, "mask_rcnn/false_negative": 0.1037075144233002, "mask_rcnn/false_positive": 0.13857927646935536, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.5567723639978794, "total_loss": 1.2874073581770062} {"data_time": 0.01290103399878717, "eta_seconds": 126727.84888535693, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.3421812248995984, "fast_rcnn/fg_cls_accuracy": 0.5270833333333333, "iteration": 45959, "loss_box_reg": 0.2391533488407731, "loss_cls": 0.22825390961952507, "loss_mask": 0.2749990005977452, "loss_rpn_cls": 0.05250042164698243, "loss_rpn_loc": 0.08201083543826826, "loss_sem_seg": 0.3777423519641161, "lr": 0.02, "mask_rcnn/accuracy": 0.8770709520071764, "mask_rcnn/false_negative": 0.09669925267284368, "mask_rcnn/false_positive": 0.15552922999296417, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5641206675009016, "total_loss": 1.2757946861092933} {"data_time": 0.012806274000467965, "eta_seconds": 126735.62121466902, "fast_rcnn/cls_accuracy": 0.9111328125, "fast_rcnn/false_negative": 0.4578099496132283, "fast_rcnn/fg_cls_accuracy": 0.5394578099496132, "iteration": 45979, "loss_box_reg": 0.2781477700918913, "loss_cls": 0.257494134362787, "loss_mask": 0.2797979982569814, "loss_rpn_cls": 0.06089594827790279, "loss_rpn_loc": 0.09179636742919683, "loss_sem_seg": 0.3547965199686587, "lr": 0.02, "mask_rcnn/accuracy": 0.8741627895006427, "mask_rcnn/false_negative": 0.10649460709085165, "mask_rcnn/false_positive": 0.15189240321777045, "roi_head/num_bg_samples": 431.25, "roi_head/num_fg_samples": 80.75, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.5738004385002569, "total_loss": 1.3752155927359127} {"data_time": 0.011953998497119755, "eta_seconds": 126724.30659494903, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.38089522380595153, "fast_rcnn/fg_cls_accuracy": 0.5486425339366516, "iteration": 45999, "loss_box_reg": 0.23677401104941964, "loss_cls": 0.22274631587788463, "loss_mask": 0.2765727834776044, "loss_rpn_cls": 0.05318609194364399, "loss_rpn_loc": 0.08645390762831084, "loss_sem_seg": 0.3418344359379262, "lr": 0.02, "mask_rcnn/accuracy": 0.8937424839034682, "mask_rcnn/false_negative": 0.07834971664962954, "mask_rcnn/false_positive": 0.12599067738919326, "roi_head/num_bg_samples": 457.5, "roi_head/num_fg_samples": 54.5, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5650163195005007, "total_loss": 1.226705637993291} {"data_time": 0.012278178000997286, "eta_seconds": 126718.63192868888, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.39893018018018017, "fast_rcnn/fg_cls_accuracy": 0.5556972789115646, "iteration": 46019, "loss_box_reg": 0.23599421605467796, "loss_cls": 0.2441768553107977, "loss_mask": 0.26263813953846693, "loss_rpn_cls": 0.0489749496919103, "loss_rpn_loc": 0.09350632806308568, "loss_sem_seg": 0.35382858850061893, "lr": 0.02, "mask_rcnn/accuracy": 0.8833396159760046, "mask_rcnn/false_negative": 0.09530451833454519, "mask_rcnn/false_positive": 0.11712846530893298, "roi_head/num_bg_samples": 456.25, "roi_head/num_fg_samples": 55.75, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5717000870008633, "total_loss": 1.2223722822818672} {"data_time": 0.012440448997949716, "eta_seconds": 126712.14842797165, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.3650895856662934, "fast_rcnn/fg_cls_accuracy": 0.6166618746405981, "iteration": 46039, "loss_box_reg": 0.2567921995650977, "loss_cls": 0.24737655743956566, "loss_mask": 0.2725151889026165, "loss_rpn_cls": 0.04781464472762309, "loss_rpn_loc": 0.06815863374504261, "loss_sem_seg": 0.3581537026911974, "lr": 0.02, "mask_rcnn/accuracy": 0.8907517524130663, "mask_rcnn/false_negative": 0.09166454550061556, "mask_rcnn/false_positive": 0.12704164328569845, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5785158565013262, "total_loss": 1.256785634352127} {"data_time": 0.012618021999514895, "eta_seconds": 126690.36273578904, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.4031432748538012, "fast_rcnn/fg_cls_accuracy": 0.5527236381809095, "iteration": 46059, "loss_box_reg": 0.24415445746853948, "loss_cls": 0.22721913130953908, "loss_mask": 0.26904316432774067, "loss_rpn_cls": 0.04443167574936524, "loss_rpn_loc": 0.07494071748806164, "loss_sem_seg": 0.37032686173915863, "lr": 0.02, "mask_rcnn/accuracy": 0.8841491133882932, "mask_rcnn/false_negative": 0.11752880574600813, "mask_rcnn/false_positive": 0.12417351547353364, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5506334945002891, "total_loss": 1.2074698865762912} {"data_time": 0.012496512999859988, "eta_seconds": 126679.04811606904, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.31440376569037654, "fast_rcnn/fg_cls_accuracy": 0.6221993170081626, "iteration": 46079, "loss_box_reg": 0.24985980615019798, "loss_cls": 0.24072524439543486, "loss_mask": 0.25444838963449, "loss_rpn_cls": 0.04016304715332808, "loss_rpn_loc": 0.06347354972967878, "loss_sem_seg": 0.35463837953284383, "lr": 0.02, "mask_rcnn/accuracy": 0.876131737676414, "mask_rcnn/false_negative": 0.08799563926263658, "mask_rcnn/false_positive": 0.13985324928590856, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5669334265003272, "total_loss": 1.2395520730424323} {"data_time": 0.011548604999916279, "eta_seconds": 126686.57734038885, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3803333333333333, "fast_rcnn/fg_cls_accuracy": 0.5431481481481482, "iteration": 46099, "loss_box_reg": 0.25086828926578164, "loss_cls": 0.2566069373860955, "loss_mask": 0.2799961166456342, "loss_rpn_cls": 0.045729157456662506, "loss_rpn_loc": 0.06890170276165009, "loss_sem_seg": 0.3821868351660669, "lr": 0.02, "mask_rcnn/accuracy": 0.8766907952626003, "mask_rcnn/false_negative": 0.10061639752028262, "mask_rcnn/false_positive": 0.14748728494080776, "roi_head/num_bg_samples": 455.5, "roi_head/num_fg_samples": 56.5, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 0.5780177440010448, "total_loss": 1.3189729845616966} {"data_time": 0.012530013498690096, "eta_seconds": 126666.88620877171, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.3583096814884894, "fast_rcnn/fg_cls_accuracy": 0.5423868312757202, "iteration": 46119, "loss_box_reg": 0.2467680457048118, "loss_cls": 0.23256006697192788, "loss_mask": 0.2806824748404324, "loss_rpn_cls": 0.05474520073039457, "loss_rpn_loc": 0.08110904693603516, "loss_sem_seg": 0.34944579657167196, "lr": 0.02, "mask_rcnn/accuracy": 0.8932517538265307, "mask_rcnn/false_negative": 0.09408055459225148, "mask_rcnn/false_positive": 0.1406718192847961, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5642904044998431, "total_loss": 1.2822081961785443} {"data_time": 0.011980008499449468, "eta_seconds": 126650.74118870895, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.3571428571428571, "fast_rcnn/fg_cls_accuracy": 0.6047335600907029, "iteration": 46139, "loss_box_reg": 0.23036012751981616, "loss_cls": 0.22176378616131842, "loss_mask": 0.26701465528458357, "loss_rpn_cls": 0.0486013573827222, "loss_rpn_loc": 0.07227288809372112, "loss_sem_seg": 0.35858861496672034, "lr": 0.02, "mask_rcnn/accuracy": 0.8788438880810507, "mask_rcnn/false_negative": 0.11293884374325971, "mask_rcnn/false_positive": 0.1517753907412485, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5613178504991083, "total_loss": 1.1961124622030184} {"data_time": 0.012677598000664148, "eta_seconds": 126661.56282098666, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.4267630057803468, "fast_rcnn/fg_cls_accuracy": 0.5400627229123109, "iteration": 46159, "loss_box_reg": 0.25777536537498236, "loss_cls": 0.25020182225853205, "loss_mask": 0.2797018028795719, "loss_rpn_cls": 0.05508166691288352, "loss_rpn_loc": 0.07936983235413209, "loss_sem_seg": 0.3573869669344276, "lr": 0.02, "mask_rcnn/accuracy": 0.8711341918883713, "mask_rcnn/false_negative": 0.09410540869819767, "mask_rcnn/false_positive": 0.1546208327119557, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5676380819986662, "total_loss": 1.2804960338398814} {"data_time": 0.011945345500862459, "eta_seconds": 126650.24571975667, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.353280393269049, "fast_rcnn/fg_cls_accuracy": 0.5354140829543889, "iteration": 46179, "loss_box_reg": 0.25079396553337574, "loss_cls": 0.23584737116470933, "loss_mask": 0.2708697281777859, "loss_rpn_cls": 0.051425935758743435, "loss_rpn_loc": 0.07940778636839241, "loss_sem_seg": 0.36993814166635275, "lr": 0.02, "mask_rcnn/accuracy": 0.8815682924545964, "mask_rcnn/false_negative": 0.10268222738084491, "mask_rcnn/false_positive": 0.11825754247926457, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5709378619994823, "total_loss": 1.2451586287352256} {"data_time": 0.012496520499553299, "eta_seconds": 126792.05180824435, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.30567806854193214, "fast_rcnn/fg_cls_accuracy": 0.6573556797020483, "iteration": 46199, "loss_box_reg": 0.2325291910674423, "loss_cls": 0.2201429633423686, "loss_mask": 0.2625028630718589, "loss_rpn_cls": 0.05620118754450232, "loss_rpn_loc": 0.07287495980563108, "loss_sem_seg": 0.37414558604359627, "lr": 0.02, "mask_rcnn/accuracy": 0.8954017098584508, "mask_rcnn/false_negative": 0.08255380708433821, "mask_rcnn/false_positive": 0.12991007971682056, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5741869749999751, "total_loss": 1.2181524933694163} {"data_time": 0.012732590999803506, "eta_seconds": 126605.48069538901, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.44755497685185186, "fast_rcnn/fg_cls_accuracy": 0.48760893246187365, "iteration": 46219, "loss_box_reg": 0.22196550061926246, "loss_cls": 0.22209325362928212, "loss_mask": 0.27570067904889584, "loss_rpn_cls": 0.05020247516222298, "loss_rpn_loc": 0.06923352337616961, "loss_sem_seg": 0.33958183228969574, "lr": 0.02, "mask_rcnn/accuracy": 0.8609506406137266, "mask_rcnn/false_negative": 0.10579039478767151, "mask_rcnn/false_positive": 0.15655834534293822, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5589900350005337, "total_loss": 1.2482697461964563} {"data_time": 0.013110748499457259, "eta_seconds": 126594.16557205902, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.4272248641304348, "fast_rcnn/fg_cls_accuracy": 0.52734375, "iteration": 46239, "loss_box_reg": 0.2527938550338149, "loss_cls": 0.23448241874575615, "loss_mask": 0.26821493729949, "loss_rpn_cls": 0.04604538902640343, "loss_rpn_loc": 0.07711244869278744, "loss_sem_seg": 0.3698408810887486, "lr": 0.02, "mask_rcnn/accuracy": 0.8780331698956385, "mask_rcnn/false_negative": 0.09477976511484852, "mask_rcnn/false_positive": 0.14405672322113489, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5618194760008919, "total_loss": 1.2334677447215654} {"data_time": 0.012900495999929262, "eta_seconds": 126569.61784672724, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.3948051948051948, "fast_rcnn/fg_cls_accuracy": 0.5516552511415524, "iteration": 46259, "loss_box_reg": 0.2522327518090606, "loss_cls": 0.2492021955549717, "loss_mask": 0.2858784319832921, "loss_rpn_cls": 0.05068767996272072, "loss_rpn_loc": 0.0800988906994462, "loss_sem_seg": 0.36458620987832546, "lr": 0.02, "mask_rcnn/accuracy": 0.8812307799832262, "mask_rcnn/false_negative": 0.10375706913181512, "mask_rcnn/false_positive": 0.1294367942305415, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5603706464989955, "total_loss": 1.2817466833803337} {"data_time": 0.01380361750125303, "eta_seconds": 126546.8422319171, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.3889066769125683, "fast_rcnn/fg_cls_accuracy": 0.5476190476190477, "iteration": 46279, "loss_box_reg": 0.24715502699837089, "loss_cls": 0.24720293562859297, "loss_mask": 0.275478039868176, "loss_rpn_cls": 0.050503528473200276, "loss_rpn_loc": 0.08438166684936732, "loss_sem_seg": 0.33780984207987785, "lr": 0.02, "mask_rcnn/accuracy": 0.8697416910656308, "mask_rcnn/false_negative": 0.09928780418594556, "mask_rcnn/false_positive": 0.13078632099969967, "roi_head/num_bg_samples": 429.5, "roi_head/num_fg_samples": 82.5, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.5575808470021002, "total_loss": 1.2444702770153526} {"data_time": 0.013658969499374507, "eta_seconds": 126546.98996576725, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.3501855287569573, "fast_rcnn/fg_cls_accuracy": 0.617558651026393, "iteration": 46299, "loss_box_reg": 0.2396661420352757, "loss_cls": 0.24369479226879776, "loss_mask": 0.2658915421925485, "loss_rpn_cls": 0.05591874444507994, "loss_rpn_loc": 0.08055260064429604, "loss_sem_seg": 0.35587191861122847, "lr": 0.02, "mask_rcnn/accuracy": 0.885219712885154, "mask_rcnn/false_negative": 0.08588663228251972, "mask_rcnn/false_positive": 0.1482346727446756, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5694737744997838, "total_loss": 1.2581405054079369} {"data_time": 0.01188989200090873, "eta_seconds": 126524.21640023711, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.4149180327868852, "fast_rcnn/fg_cls_accuracy": 0.5031645569620253, "iteration": 46319, "loss_box_reg": 0.2204739418812096, "loss_cls": 0.2248835419304669, "loss_mask": 0.27562185376882553, "loss_rpn_cls": 0.048134863667655736, "loss_rpn_loc": 0.06972010325989686, "loss_sem_seg": 0.39966738782823086, "lr": 0.02, "mask_rcnn/accuracy": 0.8889470443349754, "mask_rcnn/false_negative": 0.08113709833677885, "mask_rcnn/false_positive": 0.12496691209016911, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 235.25, "rpn/num_pos_anchors": 20.75, "time": 0.5607149334991846, "total_loss": 1.236498835409293} {"data_time": 0.011823271499451948, "eta_seconds": 126460.84683403862, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.3390804597701149, "fast_rcnn/fg_cls_accuracy": 0.5421293848052177, "iteration": 46339, "loss_box_reg": 0.24113123770803213, "loss_cls": 0.2204291671514511, "loss_mask": 0.28188143484294415, "loss_rpn_cls": 0.04680704267229885, "loss_rpn_loc": 0.09035149452392943, "loss_sem_seg": 0.35145127354189754, "lr": 0.02, "mask_rcnn/accuracy": 0.8785905845854826, "mask_rcnn/false_negative": 0.08671433663194725, "mask_rcnn/false_positive": 0.1645915525051525, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.559868895499676, "total_loss": 1.2202170669625048} {"data_time": 0.012594433499543811, "eta_seconds": 126426.18050036948, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.38357963875205253, "fast_rcnn/fg_cls_accuracy": 0.5692764945652173, "iteration": 46359, "loss_box_reg": 0.2381997632328421, "loss_cls": 0.23363808961585164, "loss_mask": 0.26668346067890525, "loss_rpn_cls": 0.04861796500335913, "loss_rpn_loc": 0.07533037493703887, "loss_sem_seg": 0.3500165166333318, "lr": 0.02, "mask_rcnn/accuracy": 0.8784332482993198, "mask_rcnn/false_negative": 0.08822489759462063, "mask_rcnn/false_positive": 0.15830848628153749, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5554290010022669, "total_loss": 1.2162565254111541} {"data_time": 0.012125724500947399, "eta_seconds": 126352.15378173681, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.3096470192267239, "fast_rcnn/fg_cls_accuracy": 0.625830370508982, "iteration": 46379, "loss_box_reg": 0.23637632094323635, "loss_cls": 0.23204116895794868, "loss_mask": 0.2755484143272042, "loss_rpn_cls": 0.05144559592008591, "loss_rpn_loc": 0.07863006321713328, "loss_sem_seg": 0.34252409590408206, "lr": 0.02, "mask_rcnn/accuracy": 0.8696562056349117, "mask_rcnn/false_negative": 0.09345768631010418, "mask_rcnn/false_positive": 0.14186788922695115, "roi_head/num_bg_samples": 465.5, "roi_head/num_fg_samples": 46.5, "rpn/num_neg_anchors": 234.25, "rpn/num_pos_anchors": 21.75, "time": 0.5532932004989561, "total_loss": 1.2311006693635136} {"data_time": 0.013048718499703682, "eta_seconds": 126360.57393317972, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.383135632901514, "fast_rcnn/fg_cls_accuracy": 0.5307256711409396, "iteration": 46399, "loss_box_reg": 0.27268178621307015, "loss_cls": 0.249231172259897, "loss_mask": 0.27070539724081755, "loss_rpn_cls": 0.05076499143615365, "loss_rpn_loc": 0.07904408348258585, "loss_sem_seg": 0.346799005754292, "lr": 0.02, "mask_rcnn/accuracy": 0.8791928321399582, "mask_rcnn/false_negative": 0.1056452223836142, "mask_rcnn/false_positive": 0.11996250093911687, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5709045974999754, "total_loss": 1.306894546665717} {"data_time": 0.013182414000766585, "eta_seconds": 126343.60371657158, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.35328477857073026, "fast_rcnn/fg_cls_accuracy": 0.617505397774456, "iteration": 46419, "loss_box_reg": 0.23691081022843719, "loss_cls": 0.24426000332459807, "loss_mask": 0.2639206238090992, "loss_rpn_cls": 0.04997167340479791, "loss_rpn_loc": 0.06930640779319219, "loss_sem_seg": 0.346540458034724, "lr": 0.02, "mask_rcnn/accuracy": 0.879645961474123, "mask_rcnn/false_negative": 0.09849125261302788, "mask_rcnn/false_positive": 0.13507126586606008, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5543665860004694, "total_loss": 1.2386133205145597} {"data_time": 0.013275489500301774, "eta_seconds": 126332.30189721157, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.3722943722943723, "fast_rcnn/fg_cls_accuracy": 0.5747672905615053, "iteration": 46439, "loss_box_reg": 0.24828914809040725, "loss_cls": 0.2543028069194406, "loss_mask": 0.2792063504457474, "loss_rpn_cls": 0.0591708709980594, "loss_rpn_loc": 0.07800048243370838, "loss_sem_seg": 0.425774484872818, "lr": 0.02, "mask_rcnn/accuracy": 0.88121249195411, "mask_rcnn/false_negative": 0.09659433678780655, "mask_rcnn/false_positive": 0.13632839587569395, "roi_head/num_bg_samples": 455.5, "roi_head/num_fg_samples": 56.5, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5606554775004042, "total_loss": 1.3350245761685073} {"data_time": 0.012621406000107527, "eta_seconds": 126263.53651678206, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.4317158067158067, "fast_rcnn/fg_cls_accuracy": 0.5293832293832293, "iteration": 46459, "loss_box_reg": 0.252359866630286, "loss_cls": 0.25564966700039804, "loss_mask": 0.29417707584798336, "loss_rpn_cls": 0.05116256413748488, "loss_rpn_loc": 0.06252960496931337, "loss_sem_seg": 0.386893630027771, "lr": 0.02, "mask_rcnn/accuracy": 0.8827165588457606, "mask_rcnn/false_negative": 0.10577213494951623, "mask_rcnn/false_positive": 0.13346489108382187, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5503745924997929, "total_loss": 1.329858420533128} {"data_time": 0.01253883100071107, "eta_seconds": 126295.65096948673, "fast_rcnn/cls_accuracy": 0.90966796875, "fast_rcnn/false_negative": 0.4424469310515057, "fast_rcnn/fg_cls_accuracy": 0.5317615529479937, "iteration": 46479, "loss_box_reg": 0.2588941956637427, "loss_cls": 0.26228505396284163, "loss_mask": 0.2797733498737216, "loss_rpn_cls": 0.0547922354307957, "loss_rpn_loc": 0.07264990953262895, "loss_sem_seg": 0.4268480706959963, "lr": 0.02, "mask_rcnn/accuracy": 0.8652769370460048, "mask_rcnn/false_negative": 0.11821121679248464, "mask_rcnn/false_positive": 0.13503512820521768, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5785507294986019, "total_loss": 1.3459730421891436} {"data_time": 0.013723244499487919, "eta_seconds": 126298.39643913152, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.3418973833124454, "fast_rcnn/fg_cls_accuracy": 0.6473532724314854, "iteration": 46499, "loss_box_reg": 0.25626666098833084, "loss_cls": 0.2425968600437045, "loss_mask": 0.2773169628344476, "loss_rpn_cls": 0.0552039067260921, "loss_rpn_loc": 0.08928256737999618, "loss_sem_seg": 0.36705927923321724, "lr": 0.02, "mask_rcnn/accuracy": 0.890134429075028, "mask_rcnn/false_negative": 0.1065482848237772, "mask_rcnn/false_positive": 0.13637313288440006, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.5692706045010709, "total_loss": 1.2865608460269868} {"data_time": 0.012053531499987002, "eta_seconds": 126248.2298214271, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.3535476046088538, "fast_rcnn/fg_cls_accuracy": 0.6355045298344267, "iteration": 46519, "loss_box_reg": 0.23827073676511645, "loss_cls": 0.2304474008269608, "loss_mask": 0.2713615791872144, "loss_rpn_cls": 0.053000964398961514, "loss_rpn_loc": 0.0807007746770978, "loss_sem_seg": 0.4020419125445187, "lr": 0.02, "mask_rcnn/accuracy": 0.8843707676822996, "mask_rcnn/false_negative": 0.09822685777477103, "mask_rcnn/false_positive": 0.1468588060544248, "roi_head/num_bg_samples": 458.75, "roi_head/num_fg_samples": 53.25, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5609790385005908, "total_loss": 1.2357555390917696} {"data_time": 0.01265734000116936, "eta_seconds": 126186.02337703636, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.4296072345890411, "fast_rcnn/fg_cls_accuracy": 0.5412016369047619, "iteration": 46539, "loss_box_reg": 0.23651826567947865, "loss_cls": 0.25341063528321683, "loss_mask": 0.27697558607906103, "loss_rpn_cls": 0.05124820506898686, "loss_rpn_loc": 0.07700156682403758, "loss_sem_seg": 0.3749872241169214, "lr": 0.02, "mask_rcnn/accuracy": 0.8753982915005083, "mask_rcnn/false_negative": 0.10052751677171978, "mask_rcnn/false_positive": 0.12521613719385627, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5691524194990052, "total_loss": 1.2917811931692995} {"data_time": 0.013212651499998174, "eta_seconds": 126123.62204369628, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.42330121703853957, "fast_rcnn/fg_cls_accuracy": 0.4897959183673469, "iteration": 46559, "loss_box_reg": 0.2302148835733533, "loss_cls": 0.2319147288799286, "loss_mask": 0.25909819174557924, "loss_rpn_cls": 0.0597646793758031, "loss_rpn_loc": 0.07764257187955081, "loss_sem_seg": 0.34370103711262345, "lr": 0.02, "mask_rcnn/accuracy": 0.8830445830112712, "mask_rcnn/false_negative": 0.11264208682864744, "mask_rcnn/false_positive": 0.144287816865159, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5650004024992086, "total_loss": 1.2256575361388968} {"data_time": 0.0121251119999215, "eta_seconds": 126112.33283338629, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.4132802681189778, "fast_rcnn/fg_cls_accuracy": 0.49750883960141434, "iteration": 46579, "loss_box_reg": 0.24955914122983813, "loss_cls": 0.25472436333075166, "loss_mask": 0.27248074673116207, "loss_rpn_cls": 0.05805486146709882, "loss_rpn_loc": 0.09700989205157384, "loss_sem_seg": 0.38492528023198247, "lr": 0.02, "mask_rcnn/accuracy": 0.8841550373757006, "mask_rcnn/false_negative": 0.10837147495527945, "mask_rcnn/false_positive": 0.10674613079476676, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5619612535010674, "total_loss": 1.3742589547182433} {"data_time": 0.012675581499934196, "eta_seconds": 126039.18667906181, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.43695694525618545, "fast_rcnn/fg_cls_accuracy": 0.5350945494994438, "iteration": 46599, "loss_box_reg": 0.23960487870499492, "loss_cls": 0.2409456353634596, "loss_mask": 0.2721089757978916, "loss_rpn_cls": 0.0526408315054141, "loss_rpn_loc": 0.07983239121676888, "loss_sem_seg": 0.3736736183054745, "lr": 0.02, "mask_rcnn/accuracy": 0.8842877104422671, "mask_rcnn/false_negative": 0.11539109521847499, "mask_rcnn/false_positive": 0.11699792941494977, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.5602455910011486, "total_loss": 1.2993732883187477} {"data_time": 0.012516676501036272, "eta_seconds": 126003.52186349491, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.37943262411347517, "fast_rcnn/fg_cls_accuracy": 0.5246521476104054, "iteration": 46619, "loss_box_reg": 0.24766099429689348, "loss_cls": 0.23229079321026802, "loss_mask": 0.2846551313996315, "loss_rpn_cls": 0.05569788865977898, "loss_rpn_loc": 0.07307428290368989, "loss_sem_seg": 0.37395230296533555, "lr": 0.02, "mask_rcnn/accuracy": 0.8997501332622602, "mask_rcnn/false_negative": 0.06435856167495382, "mask_rcnn/false_positive": 0.13356261324520202, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5595478659997752, "total_loss": 1.2788937416044064} {"data_time": 0.012076065499059041, "eta_seconds": 126004.96323940421, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.41126373626373625, "fast_rcnn/fg_cls_accuracy": 0.5182565789473684, "iteration": 46639, "loss_box_reg": 0.25481710443273187, "loss_cls": 0.24362620525062084, "loss_mask": 0.28436445351690054, "loss_rpn_cls": 0.058494808443356305, "loss_rpn_loc": 0.08052095049060881, "loss_sem_seg": 0.3857005452737212, "lr": 0.02, "mask_rcnn/accuracy": 0.8636560990855969, "mask_rcnn/false_negative": 0.09760834600596452, "mask_rcnn/false_positive": 0.1521961726605257, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5680915654993441, "total_loss": 1.343503603246063} {"data_time": 0.013332194999748026, "eta_seconds": 125933.35933352285, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.4423360107095047, "fast_rcnn/fg_cls_accuracy": 0.4933448078026391, "iteration": 46659, "loss_box_reg": 0.24226991506293416, "loss_cls": 0.23693814501166344, "loss_mask": 0.27119154343381524, "loss_rpn_cls": 0.06082012417027727, "loss_rpn_loc": 0.08609661174705252, "loss_sem_seg": 0.3885394958779216, "lr": 0.02, "mask_rcnn/accuracy": 0.8761882195079269, "mask_rcnn/false_negative": 0.0861469631129193, "mask_rcnn/false_positive": 0.1677685528678129, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5637411624975357, "total_loss": 1.3041121198330075} {"data_time": 0.012998758500543772, "eta_seconds": 125829.27391841756, "fast_rcnn/cls_accuracy": 0.90966796875, "fast_rcnn/false_negative": 0.4308209582516111, "fast_rcnn/fg_cls_accuracy": 0.5105932203389831, "iteration": 46679, "loss_box_reg": 0.25874886428937316, "loss_cls": 0.2514354973100126, "loss_mask": 0.2830515280365944, "loss_rpn_cls": 0.05517651716945693, "loss_rpn_loc": 0.06947878090431914, "loss_sem_seg": 0.41343631222844124, "lr": 0.02, "mask_rcnn/accuracy": 0.8790857788150721, "mask_rcnn/false_negative": 0.1072693119368656, "mask_rcnn/false_positive": 0.13906394871590594, "roi_head/num_bg_samples": 427.5, "roi_head/num_fg_samples": 84.5, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5616244345001178, "total_loss": 1.323710480282898} {"data_time": 0.012657651999688824, "eta_seconds": 125863.09338317376, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.353644482857966, "fast_rcnn/fg_cls_accuracy": 0.5829059829059828, "iteration": 46699, "loss_box_reg": 0.22482394333928823, "loss_cls": 0.24614781094715, "loss_mask": 0.27454247884452343, "loss_rpn_cls": 0.048002303432440385, "loss_rpn_loc": 0.06732631588238291, "loss_sem_seg": 0.34745181631296873, "lr": 0.02, "mask_rcnn/accuracy": 0.8841493328100472, "mask_rcnn/false_negative": 0.10695845267594561, "mask_rcnn/false_positive": 0.12195105149674407, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 234.5, "rpn/num_pos_anchors": 21.5, "time": 0.5698324849981873, "total_loss": 1.2760606684023514} {"data_time": 0.01157094749942189, "eta_seconds": 125873.05824789629, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.3468238447052006, "fast_rcnn/fg_cls_accuracy": 0.6458617332035054, "iteration": 46719, "loss_box_reg": 0.25370691111311316, "loss_cls": 0.2503289896994829, "loss_mask": 0.26895808707922697, "loss_rpn_cls": 0.05080326634924859, "loss_rpn_loc": 0.07750174356624484, "loss_sem_seg": 0.3667183262296021, "lr": 0.02, "mask_rcnn/accuracy": 0.8751416005409465, "mask_rcnn/false_negative": 0.10500176855820849, "mask_rcnn/false_positive": 0.14157144630213314, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.5629382560000522, "total_loss": 1.2713927626609802} {"data_time": 0.012862024499554536, "eta_seconds": 125903.05095468677, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.40491803278688526, "fast_rcnn/fg_cls_accuracy": 0.5561282932416953, "iteration": 46739, "loss_box_reg": 0.2551816012710333, "loss_cls": 0.24746187590062618, "loss_mask": 0.27112513594329357, "loss_rpn_cls": 0.056450324365869164, "loss_rpn_loc": 0.09137108677532524, "loss_sem_seg": 0.3433465724810958, "lr": 0.02, "mask_rcnn/accuracy": 0.878488461356765, "mask_rcnn/false_negative": 0.09265570269233642, "mask_rcnn/false_positive": 0.14379692262109292, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5732027600006404, "total_loss": 1.2717939289286733} {"data_time": 0.012811573500584927, "eta_seconds": 125943.89683152901, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3738839285714286, "fast_rcnn/fg_cls_accuracy": 0.5573830409356726, "iteration": 46759, "loss_box_reg": 0.2370591200888157, "loss_cls": 0.23626683978363872, "loss_mask": 0.27106824051588774, "loss_rpn_cls": 0.05106349331617821, "loss_rpn_loc": 0.08629081482649781, "loss_sem_seg": 0.37167389690876007, "lr": 0.02, "mask_rcnn/accuracy": 0.8718859827251141, "mask_rcnn/false_negative": 0.10491405463842245, "mask_rcnn/false_positive": 0.11229540569985078, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5685967840017838, "total_loss": 1.2801150943269022} {"data_time": 0.01277056300023105, "eta_seconds": 125932.613608749, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.46167182332230877, "fast_rcnn/fg_cls_accuracy": 0.5324933687002653, "iteration": 46779, "loss_box_reg": 0.23477807454764843, "loss_cls": 0.25768163427710533, "loss_mask": 0.2664163396693766, "loss_rpn_cls": 0.05511631280751317, "loss_rpn_loc": 0.07875363645143807, "loss_sem_seg": 0.4238399672321975, "lr": 0.02, "mask_rcnn/accuracy": 0.8813968014407467, "mask_rcnn/false_negative": 0.08935386104259033, "mask_rcnn/false_positive": 0.14758414941165435, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5646121930021764, "total_loss": 1.2672068171668798} {"data_time": 0.012805878999643028, "eta_seconds": 125914.70220852458, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.34123607673267325, "fast_rcnn/fg_cls_accuracy": 0.636137573550014, "iteration": 46799, "loss_box_reg": 0.22375669027678668, "loss_cls": 0.2342014303430915, "loss_mask": 0.2609745291993022, "loss_rpn_cls": 0.05195137098780833, "loss_rpn_loc": 0.09073683523456566, "loss_sem_seg": 0.3807977777905762, "lr": 0.02, "mask_rcnn/accuracy": 0.8974012607164507, "mask_rcnn/false_negative": 0.09187089580434599, "mask_rcnn/false_positive": 0.10859810023696315, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5677132210003037, "total_loss": 1.2443318303703563} {"data_time": 0.011807308499555802, "eta_seconds": 125883.88644436795, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.43753246753246755, "fast_rcnn/fg_cls_accuracy": 0.5067532467532467, "iteration": 46819, "loss_box_reg": 0.2371721314266324, "loss_cls": 0.22339295549318194, "loss_mask": 0.2759416699409485, "loss_rpn_cls": 0.0481294385244837, "loss_rpn_loc": 0.08107763226144016, "loss_sem_seg": 0.3105065440759063, "lr": 0.02, "mask_rcnn/accuracy": 0.8923067040287618, "mask_rcnn/false_negative": 0.09392570856842128, "mask_rcnn/false_positive": 0.10980093790172338, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5548233165009151, "total_loss": 1.2392865374858957} {"data_time": 0.011971402500421391, "eta_seconds": 125818.59212369079, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.4133505917159763, "fast_rcnn/fg_cls_accuracy": 0.565641762981806, "iteration": 46839, "loss_box_reg": 0.25945005216635764, "loss_cls": 0.2548624463379383, "loss_mask": 0.2728169169276953, "loss_rpn_cls": 0.05162610510888044, "loss_rpn_loc": 0.08337425201898441, "loss_sem_seg": 0.3654239340685308, "lr": 0.02, "mask_rcnn/accuracy": 0.8911993187470479, "mask_rcnn/false_negative": 0.07850075400132181, "mask_rcnn/false_positive": 0.13342586421800975, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5504243610012054, "total_loss": 1.3163420675191446} {"data_time": 0.012182104501334834, "eta_seconds": 125760.20399182501, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.4030032467532467, "fast_rcnn/fg_cls_accuracy": 0.49324324324324326, "iteration": 46859, "loss_box_reg": 0.24199756421148777, "loss_cls": 0.23641407932154834, "loss_mask": 0.27989647816866636, "loss_rpn_cls": 0.041777935490245, "loss_rpn_loc": 0.07615421910304576, "loss_sem_seg": 0.3519775029271841, "lr": 0.02, "mask_rcnn/accuracy": 0.8630911961264374, "mask_rcnn/false_negative": 0.11598138193144177, "mask_rcnn/false_positive": 0.12665602027519138, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5667735995011753, "total_loss": 1.2293147558229975} {"data_time": 0.012773078498867108, "eta_seconds": 125688.25341698859, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.316139497161395, "fast_rcnn/fg_cls_accuracy": 0.6402132836361754, "iteration": 46879, "loss_box_reg": 0.23426883481442928, "loss_cls": 0.22164691053330898, "loss_mask": 0.26373317185789347, "loss_rpn_cls": 0.049724715820048004, "loss_rpn_loc": 0.09262417716672644, "loss_sem_seg": 0.3473056945949793, "lr": 0.02, "mask_rcnn/accuracy": 0.8954314487422876, "mask_rcnn/false_negative": 0.08593804563370638, "mask_rcnn/false_positive": 0.11820549934068567, "roi_head/num_bg_samples": 458.75, "roi_head/num_fg_samples": 53.25, "rpn/num_neg_anchors": 234.5, "rpn/num_pos_anchors": 21.5, "time": 0.5566094559981138, "total_loss": 1.2405288174632005} {"data_time": 0.012807888500901754, "eta_seconds": 125690.57902307918, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.36650386650386646, "fast_rcnn/fg_cls_accuracy": 0.5614247732248984, "iteration": 46899, "loss_box_reg": 0.2387269833125174, "loss_cls": 0.23927634209394455, "loss_mask": 0.2725212387740612, "loss_rpn_cls": 0.04410601104609668, "loss_rpn_loc": 0.07351917788037099, "loss_sem_seg": 0.3732733717188239, "lr": 0.02, "mask_rcnn/accuracy": 0.8795143153491116, "mask_rcnn/false_negative": 0.11084093892630605, "mask_rcnn/false_positive": 0.13793219593541092, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5579554514988558, "total_loss": 1.2337437857640907} {"data_time": 0.011405818499042653, "eta_seconds": 125760.30968599636, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.4073408532896844, "fast_rcnn/fg_cls_accuracy": 0.573621513429752, "iteration": 46919, "loss_box_reg": 0.2471566079184413, "loss_cls": 0.2296936372295022, "loss_mask": 0.27349630277603865, "loss_rpn_cls": 0.04160792577022221, "loss_rpn_loc": 0.07766367847216316, "loss_sem_seg": 0.3465255545452237, "lr": 0.02, "mask_rcnn/accuracy": 0.878757669622234, "mask_rcnn/false_negative": 0.09838514516317379, "mask_rcnn/false_positive": 0.16135470170754734, "roi_head/num_bg_samples": 458.75, "roi_head/num_fg_samples": 53.25, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.5814755980009068, "total_loss": 1.1869191025180044} {"data_time": 0.012684194500252488, "eta_seconds": 125779.89531921667, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.39362707674410147, "fast_rcnn/fg_cls_accuracy": 0.5332788807908184, "iteration": 46939, "loss_box_reg": 0.23398406011983752, "loss_cls": 0.223802262917161, "loss_mask": 0.2628037044778466, "loss_rpn_cls": 0.04752334833028726, "loss_rpn_loc": 0.06279288307996467, "loss_sem_seg": 0.3726307258475572, "lr": 0.02, "mask_rcnn/accuracy": 0.8893546070094518, "mask_rcnn/false_negative": 0.07946165511836069, "mask_rcnn/false_positive": 0.11919198188274181, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5571730920000846, "total_loss": 1.1978163565217983} {"data_time": 0.014906326499840361, "eta_seconds": 125750.93589767082, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.3821580525911976, "fast_rcnn/fg_cls_accuracy": 0.545911295911296, "iteration": 46959, "loss_box_reg": 0.2561067221686244, "loss_cls": 0.2368147410452366, "loss_mask": 0.2728078607469797, "loss_rpn_cls": 0.0627035234356299, "loss_rpn_loc": 0.0808440858090762, "loss_sem_seg": 0.3850480383262038, "lr": 0.02, "mask_rcnn/accuracy": 0.8655715593115554, "mask_rcnn/false_negative": 0.11459128056909607, "mask_rcnn/false_positive": 0.1379758899480785, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.5511675689995172, "total_loss": 1.3440900365822017} {"data_time": 0.012231206997967092, "eta_seconds": 125692.57310158512, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.4202257987028585, "fast_rcnn/fg_cls_accuracy": 0.49209704539995197, "iteration": 46979, "loss_box_reg": 0.26056911679916084, "loss_cls": 0.25092871533706784, "loss_mask": 0.273830059915781, "loss_rpn_cls": 0.049424995260778815, "loss_rpn_loc": 0.08458532049553469, "loss_sem_seg": 0.34683043230324984, "lr": 0.02, "mask_rcnn/accuracy": 0.9023331497899707, "mask_rcnn/false_negative": 0.08918293432546492, "mask_rcnn/false_positive": 0.10714908015926651, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.563387905500349, "total_loss": 1.2514607990160584} {"data_time": 0.012538090501038823, "eta_seconds": 125681.30128654515, "fast_rcnn/cls_accuracy": 0.90625, "fast_rcnn/false_negative": 0.422489397620126, "fast_rcnn/fg_cls_accuracy": 0.5123575157132204, "iteration": 46999, "loss_box_reg": 0.23027652641758323, "loss_cls": 0.21972788078710437, "loss_mask": 0.2621743520721793, "loss_rpn_cls": 0.04029723274288699, "loss_rpn_loc": 0.07212661069934256, "loss_sem_seg": 0.3225151877850294, "lr": 0.02, "mask_rcnn/accuracy": 0.8897812398769032, "mask_rcnn/false_negative": 0.10260128332087104, "mask_rcnn/false_positive": 0.12967682929458513, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.5695768905006844, "total_loss": 1.1768093551654601} {"data_time": 0.011775048000345123, "eta_seconds": 125609.3887853386, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.3923516757246377, "fast_rcnn/fg_cls_accuracy": 0.5892493206521738, "iteration": 47019, "loss_box_reg": 0.24828319298103452, "loss_cls": 0.23061651410534978, "loss_mask": 0.2768480181694031, "loss_rpn_cls": 0.054975942068267614, "loss_rpn_loc": 0.08950128173455596, "loss_sem_seg": 0.3611126991454512, "lr": 0.02, "mask_rcnn/accuracy": 0.8778355060426597, "mask_rcnn/false_negative": 0.10351481972734061, "mask_rcnn/false_positive": 0.15180811981042683, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5577001939982438, "total_loss": 1.2915647760382853} {"data_time": 0.012977513499208726, "eta_seconds": 125530.2659011602, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.36303070219880434, "fast_rcnn/fg_cls_accuracy": 0.5792539881138568, "iteration": 47039, "loss_box_reg": 0.24278314807452261, "loss_cls": 0.22806198708713055, "loss_mask": 0.2763342382386327, "loss_rpn_cls": 0.05346333468332887, "loss_rpn_loc": 0.08000638017256279, "loss_sem_seg": 0.3635533736087382, "lr": 0.02, "mask_rcnn/accuracy": 0.8829575004214799, "mask_rcnn/false_negative": 0.09807968926112112, "mask_rcnn/false_positive": 0.13855827534880694, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5619379945019318, "total_loss": 1.2995347841351759} {"data_time": 0.012645204000364174, "eta_seconds": 125519.00561206021, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3642683837252706, "fast_rcnn/fg_cls_accuracy": 0.5992957746478873, "iteration": 47059, "loss_box_reg": 0.2392544816248119, "loss_cls": 0.22283575031906366, "loss_mask": 0.2661026753485203, "loss_rpn_cls": 0.05086352551006712, "loss_rpn_loc": 0.06573342028423212, "loss_sem_seg": 0.3830268559977412, "lr": 0.02, "mask_rcnn/accuracy": 0.888417952486643, "mask_rcnn/false_negative": 0.0887384830980485, "mask_rcnn/false_positive": 0.14251925929707077, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5608888920014579, "total_loss": 1.2447066030508722} {"data_time": 0.011919592001504498, "eta_seconds": 125486.95125220976, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.35992233972240584, "fast_rcnn/fg_cls_accuracy": 0.5808823529411764, "iteration": 47079, "loss_box_reg": 0.27038269164040685, "loss_cls": 0.26152204954996705, "loss_mask": 0.2804036922752857, "loss_rpn_cls": 0.0552948163531255, "loss_rpn_loc": 0.09172874642536044, "loss_sem_seg": 0.3673832786735147, "lr": 0.02, "mask_rcnn/accuracy": 0.8683753242242571, "mask_rcnn/false_negative": 0.11174867550161209, "mask_rcnn/false_positive": 0.14397080331941087, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5705030079989228, "total_loss": 1.4025808857695665} {"data_time": 0.01350900449870096, "eta_seconds": 125355.75994242831, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.4306421529443112, "fast_rcnn/fg_cls_accuracy": 0.5448924731182796, "iteration": 47099, "loss_box_reg": 0.2510677301324904, "loss_cls": 0.22805448668077588, "loss_mask": 0.2805192479863763, "loss_rpn_cls": 0.06326915806857869, "loss_rpn_loc": 0.08427217492135242, "loss_sem_seg": 0.31825973093509674, "lr": 0.02, "mask_rcnn/accuracy": 0.8846715737278348, "mask_rcnn/false_negative": 0.09412570426182121, "mask_rcnn/false_positive": 0.14634441647712426, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.5514625955001975, "total_loss": 1.2418981814698782} {"data_time": 0.012357849000181886, "eta_seconds": 125352.37931109582, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3729135489812363, "fast_rcnn/fg_cls_accuracy": 0.5796445148873542, "iteration": 47119, "loss_box_reg": 0.24922482576221228, "loss_cls": 0.21911166654899716, "loss_mask": 0.26756856963038445, "loss_rpn_cls": 0.06087623251369223, "loss_rpn_loc": 0.07634133577812463, "loss_sem_seg": 0.37082537123933434, "lr": 0.02, "mask_rcnn/accuracy": 0.8761009058555869, "mask_rcnn/false_negative": 0.08725328511125015, "mask_rcnn/false_positive": 0.15508634815118996, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.5630200204996072, "total_loss": 1.278643708967138} {"data_time": 0.013806678500259295, "eta_seconds": 125387.59824112107, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.3568181818181818, "fast_rcnn/fg_cls_accuracy": 0.6163469557964971, "iteration": 47139, "loss_box_reg": 0.23326082108542323, "loss_cls": 0.23844570573419333, "loss_mask": 0.27236380707472563, "loss_rpn_cls": 0.05746894556796178, "loss_rpn_loc": 0.08075296189053915, "loss_sem_seg": 0.39443162409588695, "lr": 0.02, "mask_rcnn/accuracy": 0.8881428624197906, "mask_rcnn/false_negative": 0.10167609405974534, "mask_rcnn/false_positive": 0.13152789801772774, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5663160674994288, "total_loss": 1.3050506941508502} {"data_time": 0.012790472501365002, "eta_seconds": 125403.62054949522, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.30660377358490565, "fast_rcnn/fg_cls_accuracy": 0.6575574241181297, "iteration": 47159, "loss_box_reg": 0.2501352890394628, "loss_cls": 0.24255350325256586, "loss_mask": 0.26792187336832285, "loss_rpn_cls": 0.056208745460025966, "loss_rpn_loc": 0.08968431426910684, "loss_sem_seg": 0.3996428232640028, "lr": 0.02, "mask_rcnn/accuracy": 0.8820954184835587, "mask_rcnn/false_negative": 0.09139574932312063, "mask_rcnn/false_positive": 0.1277721040362793, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.5709092955021333, "total_loss": 1.3428235452156514} {"data_time": 0.013969916000860394, "eta_seconds": 125310.76929278836, "fast_rcnn/cls_accuracy": 0.9013671875, "fast_rcnn/false_negative": 0.5113538804945055, "fast_rcnn/fg_cls_accuracy": 0.4095020325203252, "iteration": 47179, "loss_box_reg": 0.2557022599503398, "loss_cls": 0.2413572531659156, "loss_mask": 0.27942748833447695, "loss_rpn_cls": 0.06197880220133811, "loss_rpn_loc": 0.09217232803348452, "loss_sem_seg": 0.37177043966948986, "lr": 0.02, "mask_rcnn/accuracy": 0.8724432105316353, "mask_rcnn/false_negative": 0.10065678128221672, "mask_rcnn/false_positive": 0.14425596231660048, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.55856759550079, "total_loss": 1.3030249293369707} {"data_time": 0.012360106498817913, "eta_seconds": 125299.52163037838, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.40274618585298194, "fast_rcnn/fg_cls_accuracy": 0.5510845537441282, "iteration": 47199, "loss_box_reg": 0.25657735485583544, "loss_cls": 0.22729089902713895, "loss_mask": 0.28339148219674826, "loss_rpn_cls": 0.05266944214235991, "loss_rpn_loc": 0.0848922235891223, "loss_sem_seg": 0.3783016409724951, "lr": 0.02, "mask_rcnn/accuracy": 0.8831177000431337, "mask_rcnn/false_negative": 0.12914991775856804, "mask_rcnn/false_positive": 0.1305054998872809, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5665255909989355, "total_loss": 1.270443867368158} {"data_time": 0.012967366499651689, "eta_seconds": 125296.1374693457, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.42498008320793135, "fast_rcnn/fg_cls_accuracy": 0.5295503108003108, "iteration": 47219, "loss_box_reg": 0.24471817607991397, "loss_cls": 0.24951639585196972, "loss_mask": 0.2624191027134657, "loss_rpn_cls": 0.04761957997106947, "loss_rpn_loc": 0.07032698480179533, "loss_sem_seg": 0.34931051544845104, "lr": 0.02, "mask_rcnn/accuracy": 0.8659931469629272, "mask_rcnn/false_negative": 0.11517443654596288, "mask_rcnn/false_positive": 0.13713553806999484, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5673456165004609, "total_loss": 1.2651113119791262} {"data_time": 0.012851527499151416, "eta_seconds": 125301.40727462253, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.41387287621359226, "fast_rcnn/fg_cls_accuracy": 0.5382680178584083, "iteration": 47239, "loss_box_reg": 0.2609117329120636, "loss_cls": 0.25206225784495473, "loss_mask": 0.28256610594689846, "loss_rpn_cls": 0.05461984337307513, "loss_rpn_loc": 0.08879103537765332, "loss_sem_seg": 0.32104236679151654, "lr": 0.02, "mask_rcnn/accuracy": 0.8786698172858887, "mask_rcnn/false_negative": 0.1112390959522655, "mask_rcnn/false_positive": 0.11549177631347443, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5678552504996333, "total_loss": 1.325694767816458} {"data_time": 0.012265127999853576, "eta_seconds": 125290.15742323251, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.4268461007591442, "fast_rcnn/fg_cls_accuracy": 0.5466875326030256, "iteration": 47259, "loss_box_reg": 0.22049924358725548, "loss_cls": 0.21603454905562103, "loss_mask": 0.2754316832870245, "loss_rpn_cls": 0.05108953680610284, "loss_rpn_loc": 0.07661526626907289, "loss_sem_seg": 0.3955568424426019, "lr": 0.02, "mask_rcnn/accuracy": 0.8761474070147539, "mask_rcnn/false_negative": 0.11113046291172682, "mask_rcnn/false_positive": 0.12919452226388706, "roi_head/num_bg_samples": 456.75, "roi_head/num_fg_samples": 55.25, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5588727220001601, "total_loss": 1.2398446490406059} {"data_time": 0.01281804450081836, "eta_seconds": 125262.39236429562, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.3906766305729246, "fast_rcnn/fg_cls_accuracy": 0.5709903593339176, "iteration": 47279, "loss_box_reg": 0.25298380572348833, "loss_cls": 0.24192188819870353, "loss_mask": 0.2754996744915843, "loss_rpn_cls": 0.052234883594792336, "loss_rpn_loc": 0.07941322441911325, "loss_sem_seg": 0.36580886505544186, "lr": 0.02, "mask_rcnn/accuracy": 0.8814117409753766, "mask_rcnn/false_negative": 0.10856158196383639, "mask_rcnn/false_positive": 0.1339250135604946, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5560485670011985, "total_loss": 1.3088945916679222} {"data_time": 0.012964637999175466, "eta_seconds": 125243.28331832844, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.35499806276636964, "fast_rcnn/fg_cls_accuracy": 0.6051651305683564, "iteration": 47299, "loss_box_reg": 0.2346857814118266, "loss_cls": 0.24618766643106937, "loss_mask": 0.26768928579986095, "loss_rpn_cls": 0.05260696368350182, "loss_rpn_loc": 0.07407818839419633, "loss_sem_seg": 0.36589048570021987, "lr": 0.02, "mask_rcnn/accuracy": 0.8862273439366424, "mask_rcnn/false_negative": 0.09281934096721502, "mask_rcnn/false_positive": 0.13738623264886163, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.563418843999898, "total_loss": 1.2388945833226899} {"data_time": 0.012132364499848336, "eta_seconds": 125211.27365924334, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.3879376683339746, "fast_rcnn/fg_cls_accuracy": 0.5326668851742598, "iteration": 47319, "loss_box_reg": 0.226886167190969, "loss_cls": 0.23566490318626165, "loss_mask": 0.2734977649524808, "loss_rpn_cls": 0.044307987205684185, "loss_rpn_loc": 0.07554262992925942, "loss_sem_seg": 0.3821488921530545, "lr": 0.02, "mask_rcnn/accuracy": 0.88719705225178, "mask_rcnn/false_negative": 0.09690928023578413, "mask_rcnn/false_positive": 0.13299598045207758, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5599969739996595, "total_loss": 1.2595702613180038} {"data_time": 0.01307073250063695, "eta_seconds": 125228.64725924555, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.4465156794425087, "fast_rcnn/fg_cls_accuracy": 0.5087591746295527, "iteration": 47339, "loss_box_reg": 0.2489831583807245, "loss_cls": 0.24441417446359992, "loss_mask": 0.2738656587898731, "loss_rpn_cls": 0.04475477754021995, "loss_rpn_loc": 0.0646800565882586, "loss_sem_seg": 0.3305380269885063, "lr": 0.02, "mask_rcnn/accuracy": 0.8788607396981781, "mask_rcnn/false_negative": 0.1012827694401934, "mask_rcnn/false_positive": 0.14064471064107292, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 235.75, "rpn/num_pos_anchors": 20.25, "time": 0.5664121944992075, "total_loss": 1.2375286737806164} {"data_time": 0.01224073899902578, "eta_seconds": 125291.0706860953, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.44901315789473684, "fast_rcnn/fg_cls_accuracy": 0.44291171477079794, "iteration": 47359, "loss_box_reg": 0.2609897395595908, "loss_cls": 0.257980527356267, "loss_mask": 0.27931283693760633, "loss_rpn_cls": 0.05672719044378027, "loss_rpn_loc": 0.08459650148870423, "loss_sem_seg": 0.3454560344107449, "lr": 0.02, "mask_rcnn/accuracy": 0.8695267383941939, "mask_rcnn/false_negative": 0.1061978559538775, "mask_rcnn/false_positive": 0.146368785060848, "roi_head/num_bg_samples": 462.25, "roi_head/num_fg_samples": 49.75, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 0.5721785195000848, "total_loss": 1.2864803383417893} {"data_time": 0.013098406998324208, "eta_seconds": 125300.24562890892, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.36018075491759705, "fast_rcnn/fg_cls_accuracy": 0.5857843137254902, "iteration": 47379, "loss_box_reg": 0.2677770722657442, "loss_cls": 0.24517869111150503, "loss_mask": 0.2762365471571684, "loss_rpn_cls": 0.05793567770160735, "loss_rpn_loc": 0.08250063430750743, "loss_sem_seg": 0.358071465510875, "lr": 0.02, "mask_rcnn/accuracy": 0.8900977205723446, "mask_rcnn/false_negative": 0.08240759273209852, "mask_rcnn/false_positive": 0.13716010385392335, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5636201624984096, "total_loss": 1.2872626759926789} {"data_time": 0.013441320001220447, "eta_seconds": 125241.31524166091, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.33817167577413476, "fast_rcnn/fg_cls_accuracy": 0.6215909090909091, "iteration": 47399, "loss_box_reg": 0.2326775942929089, "loss_cls": 0.21409062086604536, "loss_mask": 0.27365605626255274, "loss_rpn_cls": 0.05863233213312924, "loss_rpn_loc": 0.08564208936877549, "loss_sem_seg": 0.3876189114525914, "lr": 0.02, "mask_rcnn/accuracy": 0.9007591725214676, "mask_rcnn/false_negative": 0.09149481313597149, "mask_rcnn/false_positive": 0.10766652375697183, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5628297864986962, "total_loss": 1.2441264891531318} {"data_time": 0.011727082499419339, "eta_seconds": 125312.22024359767, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.40445993031358884, "fast_rcnn/fg_cls_accuracy": 0.5863937282229965, "iteration": 47419, "loss_box_reg": 0.25108226435258985, "loss_cls": 0.22780635207891464, "loss_mask": 0.2809788631275296, "loss_rpn_cls": 0.05910804634913802, "loss_rpn_loc": 0.07594453569618054, "loss_sem_seg": 0.3726695077493787, "lr": 0.02, "mask_rcnn/accuracy": 0.884338120861188, "mask_rcnn/false_negative": 0.0824870063286397, "mask_rcnn/false_positive": 0.1575412344378483, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.5717883325014554, "total_loss": 1.2600737515313085} {"data_time": 0.012193175001812051, "eta_seconds": 125332.11808403557, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.3807825086306099, "fast_rcnn/fg_cls_accuracy": 0.6, "iteration": 47439, "loss_box_reg": 0.21553423162549734, "loss_cls": 0.20681488746777177, "loss_mask": 0.2623811000958085, "loss_rpn_cls": 0.04429572873050347, "loss_rpn_loc": 0.07876010506879538, "loss_sem_seg": 0.3445817609317601, "lr": 0.02, "mask_rcnn/accuracy": 0.8810082425139505, "mask_rcnn/false_negative": 0.11951618641716062, "mask_rcnn/false_positive": 0.12881993794868454, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.5805797294997319, "total_loss": 1.1511258133832598} {"data_time": 0.014185466499839094, "eta_seconds": 125353.45227910549, "fast_rcnn/cls_accuracy": 0.90966796875, "fast_rcnn/false_negative": 0.39153496427798223, "fast_rcnn/fg_cls_accuracy": 0.5575139735772358, "iteration": 47459, "loss_box_reg": 0.236567301210016, "loss_cls": 0.23549314867705107, "loss_mask": 0.2737251743674278, "loss_rpn_cls": 0.05505938772694208, "loss_rpn_loc": 0.08048701522056945, "loss_sem_seg": 0.3781584706157446, "lr": 0.02, "mask_rcnn/accuracy": 0.8781478914889979, "mask_rcnn/false_negative": 0.08849737161720958, "mask_rcnn/false_positive": 0.15747147709093554, "roi_head/num_bg_samples": 426.0, "roi_head/num_fg_samples": 86.0, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.5606578040005843, "total_loss": 1.2810844987398013} {"data_time": 0.012974684999790043, "eta_seconds": 125309.59264281558, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.3933333333333333, "fast_rcnn/fg_cls_accuracy": 0.5983870967741935, "iteration": 47479, "loss_box_reg": 0.22551935887895525, "loss_cls": 0.22037263214588165, "loss_mask": 0.2697484348900616, "loss_rpn_cls": 0.04872443724889308, "loss_rpn_loc": 0.086313187610358, "loss_sem_seg": 0.3723700793925673, "lr": 0.02, "mask_rcnn/accuracy": 0.8767004225932797, "mask_rcnn/false_negative": 0.1014797262467276, "mask_rcnn/false_positive": 0.14060735741334957, "roi_head/num_bg_samples": 462.0, "roi_head/num_fg_samples": 50.0, "rpn/num_neg_anchors": 234.75, "rpn/num_pos_anchors": 21.25, "time": 0.5536954115013941, "total_loss": 1.2431245793122798} {"data_time": 0.012410233499394963, "eta_seconds": 125290.58444015251, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.4261501210653753, "fast_rcnn/fg_cls_accuracy": 0.5515741027227723, "iteration": 47499, "loss_box_reg": 0.247414608951658, "loss_cls": 0.25796353816986084, "loss_mask": 0.26618540845811367, "loss_rpn_cls": 0.049295992124825716, "loss_rpn_loc": 0.06959324158378877, "loss_sem_seg": 0.400273609906435, "lr": 0.02, "mask_rcnn/accuracy": 0.8875140531253869, "mask_rcnn/false_negative": 0.09808697621418785, "mask_rcnn/false_positive": 0.12410518429070352, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.5634499850002612, "total_loss": 1.3250421997800004} {"data_time": 0.012345758001174545, "eta_seconds": 125313.65824205572, "fast_rcnn/cls_accuracy": 0.9052734375, "fast_rcnn/false_negative": 0.5104266132758355, "fast_rcnn/fg_cls_accuracy": 0.45554995680967464, "iteration": 47519, "loss_box_reg": 0.25814417796209455, "loss_cls": 0.25318512273952365, "loss_mask": 0.2702393224462867, "loss_rpn_cls": 0.051691324304556474, "loss_rpn_loc": 0.08475237680249847, "loss_sem_seg": 0.40724354796111584, "lr": 0.02, "mask_rcnn/accuracy": 0.8797497020053833, "mask_rcnn/false_negative": 0.11592309796749592, "mask_rcnn/false_positive": 0.13266166563409215, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 207.5, "rpn/num_pos_anchors": 48.5, "time": 0.5696764889999031, "total_loss": 1.3655410142964683} {"data_time": 0.012308383000345202, "eta_seconds": 125302.39313103573, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.33045977011494254, "fast_rcnn/fg_cls_accuracy": 0.6435532233883059, "iteration": 47539, "loss_box_reg": 0.24005491845309734, "loss_cls": 0.24676123959943652, "loss_mask": 0.27858579345047474, "loss_rpn_cls": 0.051300627790624276, "loss_rpn_loc": 0.07932767999591306, "loss_sem_seg": 0.3728606905788183, "lr": 0.02, "mask_rcnn/accuracy": 0.8743859740042184, "mask_rcnn/false_negative": 0.11124101165319591, "mask_rcnn/false_positive": 0.12635322910165092, "roi_head/num_bg_samples": 457.5, "roi_head/num_fg_samples": 54.5, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5642443700016884, "total_loss": 1.2716777021705639} {"data_time": 0.013110249499732163, "eta_seconds": 125264.5417603756, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.3634223525779562, "fast_rcnn/fg_cls_accuracy": 0.5330086580086579, "iteration": 47559, "loss_box_reg": 0.24288152949884534, "loss_cls": 0.23804646264761686, "loss_mask": 0.27193631744012237, "loss_rpn_cls": 0.053401855810079724, "loss_rpn_loc": 0.07646293757716194, "loss_sem_seg": 0.3853445267304778, "lr": 0.02, "mask_rcnn/accuracy": 0.8760798253378663, "mask_rcnn/false_negative": 0.10745186380769184, "mask_rcnn/false_positive": 0.1373628364932905, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.5598057394981879, "total_loss": 1.2959964376641437} {"data_time": 0.012928921500133583, "eta_seconds": 125240.20124120709, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.42930248080987876, "fast_rcnn/fg_cls_accuracy": 0.5657470241406164, "iteration": 47579, "loss_box_reg": 0.22504408936947584, "loss_cls": 0.21793109260033816, "loss_mask": 0.28169887140393257, "loss_rpn_cls": 0.05653079831972718, "loss_rpn_loc": 0.07566348646651022, "loss_sem_seg": 0.3627212638966739, "lr": 0.02, "mask_rcnn/accuracy": 0.8607315728489198, "mask_rcnn/false_negative": 0.1135086610525598, "mask_rcnn/false_positive": 0.1475875964854716, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5573947105003754, "total_loss": 1.228851859428687} {"data_time": 0.01329752400124562, "eta_seconds": 125260.01356413907, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.3186761229314421, "fast_rcnn/fg_cls_accuracy": 0.5922939068100359, "iteration": 47599, "loss_box_reg": 0.2365138716995716, "loss_cls": 0.21879457728937268, "loss_mask": 0.26179903745651245, "loss_rpn_cls": 0.043073543172795326, "loss_rpn_loc": 0.07082320419431198, "loss_sem_seg": 0.3798495251685381, "lr": 0.02, "mask_rcnn/accuracy": 0.8850389618884517, "mask_rcnn/false_negative": 0.09192124946439471, "mask_rcnn/false_positive": 0.1233094384940177, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.571471888501037, "total_loss": 1.2132388968602754} {"data_time": 0.011650557999018929, "eta_seconds": 125278.27074766984, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.45841150719199497, "fast_rcnn/fg_cls_accuracy": 0.4741924741924742, "iteration": 47619, "loss_box_reg": 0.23145427997224033, "loss_cls": 0.22677555494010448, "loss_mask": 0.2569513441994786, "loss_rpn_cls": 0.05462703661760315, "loss_rpn_loc": 0.07987357361707836, "loss_sem_seg": 0.3670186488889158, "lr": 0.02, "mask_rcnn/accuracy": 0.8755215872562812, "mask_rcnn/false_negative": 0.10663368223147414, "mask_rcnn/false_positive": 0.13512408274341775, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5674952709996433, "total_loss": 1.191955507179955} {"data_time": 0.012819776002288563, "eta_seconds": 125267.00375356984, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.37548076923076923, "fast_rcnn/fg_cls_accuracy": 0.5740722463482038, "iteration": 47639, "loss_box_reg": 0.23440987500362098, "loss_cls": 0.20131794619373977, "loss_mask": 0.26589009491726756, "loss_rpn_cls": 0.049835641199024394, "loss_rpn_loc": 0.08177347882883623, "loss_sem_seg": 0.3649212778545916, "lr": 0.02, "mask_rcnn/accuracy": 0.8782522796352583, "mask_rcnn/false_negative": 0.10937857032517716, "mask_rcnn/false_positive": 0.1326712129730857, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.569153157501205, "total_loss": 1.238968244579155} {"data_time": 0.01367522399777954, "eta_seconds": 125200.48824503238, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.46229923922231614, "fast_rcnn/fg_cls_accuracy": 0.5009660669001329, "iteration": 47659, "loss_box_reg": 0.2447773483581841, "loss_cls": 0.23019702080637217, "loss_mask": 0.276200994849205, "loss_rpn_cls": 0.05228535260539502, "loss_rpn_loc": 0.08947811304824427, "loss_sem_seg": 0.3856337498873472, "lr": 0.02, "mask_rcnn/accuracy": 0.8756615618348855, "mask_rcnn/false_negative": 0.11558764312794666, "mask_rcnn/false_positive": 0.13195868627592575, "roi_head/num_bg_samples": 460.75, "roi_head/num_fg_samples": 51.25, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5496335775005718, "total_loss": 1.272185716428794} {"data_time": 0.012849249498685822, "eta_seconds": 125196.96543671565, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.39284620098039214, "fast_rcnn/fg_cls_accuracy": 0.5565848214285714, "iteration": 47679, "loss_box_reg": 0.2466188578400761, "loss_cls": 0.22834884887561202, "loss_mask": 0.27350789308547974, "loss_rpn_cls": 0.051962417259346694, "loss_rpn_loc": 0.08961236599134281, "loss_sem_seg": 0.35997757967561483, "lr": 0.02, "mask_rcnn/accuracy": 0.8872481721483236, "mask_rcnn/false_negative": 0.09304469868190487, "mask_rcnn/false_positive": 0.13599032749692383, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5646817675005877, "total_loss": 1.2735165366175352} {"data_time": 0.012958875000549597, "eta_seconds": 125156.12790245948, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.29805385230605175, "fast_rcnn/fg_cls_accuracy": 0.6189808321645629, "iteration": 47699, "loss_box_reg": 0.2540439725853503, "loss_cls": 0.25175209157168865, "loss_mask": 0.2777101621031761, "loss_rpn_cls": 0.045770902070216835, "loss_rpn_loc": 0.07186647056369111, "loss_sem_seg": 0.38891108613461256, "lr": 0.02, "mask_rcnn/accuracy": 0.8858731491709373, "mask_rcnn/false_negative": 0.1091932573428167, "mask_rcnn/false_positive": 0.1256437999221825, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5634339250009361, "total_loss": 1.3151908602158073} {"data_time": 0.012412111500452738, "eta_seconds": 125174.43999549566, "fast_rcnn/cls_accuracy": 0.90380859375, "fast_rcnn/false_negative": 0.48168938786420745, "fast_rcnn/fg_cls_accuracy": 0.465993465993466, "iteration": 47719, "loss_box_reg": 0.2515895296819508, "loss_cls": 0.24248909717425704, "loss_mask": 0.2753044948913157, "loss_rpn_cls": 0.05858052347321063, "loss_rpn_loc": 0.0769736643997021, "loss_sem_seg": 0.3282329495996237, "lr": 0.02, "mask_rcnn/accuracy": 0.8722007728199038, "mask_rcnn/false_negative": 0.10725055968539454, "mask_rcnn/false_positive": 0.14226003771282889, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5731751885014091, "total_loss": 1.2739678834623192} {"data_time": 0.01184070899944345, "eta_seconds": 125163.17727488567, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.3720293933708568, "fast_rcnn/fg_cls_accuracy": 0.5754883566935216, "iteration": 47739, "loss_box_reg": 0.24976386222988367, "loss_cls": 0.24399080406874418, "loss_mask": 0.2754817921668291, "loss_rpn_cls": 0.048012160055805, "loss_rpn_loc": 0.07260177913121879, "loss_sem_seg": 0.3555932240560651, "lr": 0.02, "mask_rcnn/accuracy": 0.8747221332247721, "mask_rcnn/false_negative": 0.09719044147384978, "mask_rcnn/false_positive": 0.14951971133454955, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5674401830001443, "total_loss": 1.2958208253403427} {"data_time": 0.012804409501768532, "eta_seconds": 125144.1781230823, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.31865605658709106, "fast_rcnn/fg_cls_accuracy": 0.6813439434129089, "iteration": 47759, "loss_box_reg": 0.22226084186695516, "loss_cls": 0.22676967992447317, "loss_mask": 0.26482208259403706, "loss_rpn_cls": 0.05226124101318419, "loss_rpn_loc": 0.08705685661698226, "loss_sem_seg": 0.39198233652859926, "lr": 0.02, "mask_rcnn/accuracy": 0.895833816231707, "mask_rcnn/false_negative": 0.08873868865056278, "mask_rcnn/false_positive": 0.10962724630313693, "roi_head/num_bg_samples": 458.25, "roi_head/num_fg_samples": 53.75, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 0.565918693500862, "total_loss": 1.2610901282168925} {"data_time": 0.012808506999135716, "eta_seconds": 125111.08766317942, "fast_rcnn/cls_accuracy": 0.908203125, "fast_rcnn/false_negative": 0.4763410248726401, "fast_rcnn/fg_cls_accuracy": 0.5109679352712017, "iteration": 47779, "loss_box_reg": 0.24238747032359242, "loss_cls": 0.2623847078066319, "loss_mask": 0.28234425373375416, "loss_rpn_cls": 0.05394884670386091, "loss_rpn_loc": 0.06231632741400972, "loss_sem_seg": 0.34560485323891044, "lr": 0.02, "mask_rcnn/accuracy": 0.8815995301557611, "mask_rcnn/false_negative": 0.10623344356659421, "mask_rcnn/false_positive": 0.12592442325136172, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5721605329999875, "total_loss": 1.2879958827397786} {"data_time": 0.012840806499298196, "eta_seconds": 125058.77930133283, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.40405098655491534, "fast_rcnn/fg_cls_accuracy": 0.5423822951379988, "iteration": 47799, "loss_box_reg": 0.22352412226609886, "loss_cls": 0.21885863156057894, "loss_mask": 0.2551298774778843, "loss_rpn_cls": 0.05393882977659814, "loss_rpn_loc": 0.0841967499582097, "loss_sem_seg": 0.36926683969795704, "lr": 0.02, "mask_rcnn/accuracy": 0.8837451647325597, "mask_rcnn/false_negative": 0.10059103055751106, "mask_rcnn/false_positive": 0.13205692444814154, "roi_head/num_bg_samples": 459.5, "roi_head/num_fg_samples": 52.5, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5603087170002254, "total_loss": 1.238743353926111} {"data_time": 0.01369163300114451, "eta_seconds": 125110.39204991225, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3017674881752551, "fast_rcnn/fg_cls_accuracy": 0.6183965773809523, "iteration": 47819, "loss_box_reg": 0.23806804092600942, "loss_cls": 0.23197640432044864, "loss_mask": 0.2677439320832491, "loss_rpn_cls": 0.049188819190021604, "loss_rpn_loc": 0.07292022206820548, "loss_sem_seg": 0.36725372169166803, "lr": 0.02, "mask_rcnn/accuracy": 0.8851876383224109, "mask_rcnn/false_negative": 0.09645079417572969, "mask_rcnn/false_positive": 0.13670444902552736, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 235.75, "rpn/num_pos_anchors": 20.25, "time": 0.5601609999994253, "total_loss": 1.2712906408123672} {"data_time": 0.012695040000835434, "eta_seconds": 125130.33364843793, "fast_rcnn/cls_accuracy": 0.90673828125, "fast_rcnn/false_negative": 0.373046875, "fast_rcnn/fg_cls_accuracy": 0.5263097426470589, "iteration": 47839, "loss_box_reg": 0.23054400319233537, "loss_cls": 0.24162481678649783, "loss_mask": 0.26156818121671677, "loss_rpn_cls": 0.04592241678619757, "loss_rpn_loc": 0.0793100813170895, "loss_sem_seg": 0.36921629682183266, "lr": 0.02, "mask_rcnn/accuracy": 0.8868739317487911, "mask_rcnn/false_negative": 0.08929660734610995, "mask_rcnn/false_positive": 0.12676936536706956, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5564114205008082, "total_loss": 1.2383983977488242} {"data_time": 0.01369924050050031, "eta_seconds": 125139.12126105317, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.4146843469730942, "fast_rcnn/fg_cls_accuracy": 0.5265564032380176, "iteration": 47859, "loss_box_reg": 0.24336818256415427, "loss_cls": 0.2509629647247493, "loss_mask": 0.2744073197245598, "loss_rpn_cls": 0.04924324539024383, "loss_rpn_loc": 0.08751756726996973, "loss_sem_seg": 0.3752582464367151, "lr": 0.02, "mask_rcnn/accuracy": 0.8794113495200452, "mask_rcnn/false_negative": 0.11006465922696265, "mask_rcnn/false_positive": 0.14695934670579613, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5769943240011344, "total_loss": 1.2986481199623086} {"data_time": 0.013258502500320901, "eta_seconds": 125108.37794211262, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.3673049645390071, "fast_rcnn/fg_cls_accuracy": 0.5202380952380953, "iteration": 47879, "loss_box_reg": 0.24513236852362752, "loss_cls": 0.2511877240613103, "loss_mask": 0.2655186946503818, "loss_rpn_cls": 0.04733591218246147, "loss_rpn_loc": 0.08186120312893763, "loss_sem_seg": 0.39763065217994153, "lr": 0.02, "mask_rcnn/accuracy": 0.8827290113740531, "mask_rcnn/false_negative": 0.10330118744002534, "mask_rcnn/false_positive": 0.127527219370656, "roi_head/num_bg_samples": 461.5, "roi_head/num_fg_samples": 50.5, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5497352670008695, "total_loss": 1.2761769441422075} {"data_time": 0.012717685000097845, "eta_seconds": 125174.37855250479, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3729722658294087, "fast_rcnn/fg_cls_accuracy": 0.5884615384615384, "iteration": 47899, "loss_box_reg": 0.24482458969578147, "loss_cls": 0.22696979716420174, "loss_mask": 0.26768769416958094, "loss_rpn_cls": 0.04889884602744132, "loss_rpn_loc": 0.07121828204253688, "loss_sem_seg": 0.3635735739953816, "lr": 0.02, "mask_rcnn/accuracy": 0.8859453320802005, "mask_rcnn/false_negative": 0.09159098051501413, "mask_rcnn/false_positive": 0.12902147557717003, "roi_head/num_bg_samples": 456.25, "roi_head/num_fg_samples": 55.75, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5839158419985324, "total_loss": 1.2449567264702637} {"data_time": 0.01301505650008039, "eta_seconds": 125116.04741286427, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.3319444444444445, "fast_rcnn/fg_cls_accuracy": 0.5863650497512438, "iteration": 47919, "loss_box_reg": 0.23239108477719128, "loss_cls": 0.23025350458920002, "loss_mask": 0.26955267135053873, "loss_rpn_cls": 0.04863473994191736, "loss_rpn_loc": 0.07917271216865629, "loss_sem_seg": 0.3580096988007426, "lr": 0.02, "mask_rcnn/accuracy": 0.879657763031899, "mask_rcnn/false_negative": 0.10348869996429338, "mask_rcnn/false_positive": 0.1393709174065434, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5730290694991709, "total_loss": 1.1732251415087376} {"data_time": 0.012471431500671315, "eta_seconds": 125253.94728616378, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.35026143280786637, "fast_rcnn/fg_cls_accuracy": 0.5323886639676113, "iteration": 47939, "loss_box_reg": 0.24293361976742744, "loss_cls": 0.24385611061006784, "loss_mask": 0.2553421529009938, "loss_rpn_cls": 0.05034655312192626, "loss_rpn_loc": 0.0853793021524325, "loss_sem_seg": 0.39137675287202, "lr": 0.02, "mask_rcnn/accuracy": 0.8945046403691971, "mask_rcnn/false_negative": 0.08720473463166159, "mask_rcnn/false_positive": 0.13265590338857808, "roi_head/num_bg_samples": 464.5, "roi_head/num_fg_samples": 47.5, "rpn/num_neg_anchors": 234.5, "rpn/num_pos_anchors": 21.5, "time": 0.5662050910013932, "total_loss": 1.3114970753958914} {"data_time": 0.013056802998107742, "eta_seconds": 125326.07683612166, "fast_rcnn/cls_accuracy": 0.89794921875, "fast_rcnn/false_negative": 0.376257406641863, "fast_rcnn/fg_cls_accuracy": 0.6146622524988858, "iteration": 47959, "loss_box_reg": 0.2506912061944604, "loss_cls": 0.24716126499697566, "loss_mask": 0.27628849260509014, "loss_rpn_cls": 0.05998643080238253, "loss_rpn_loc": 0.08756822720170021, "loss_sem_seg": 0.3672613170929253, "lr": 0.02, "mask_rcnn/accuracy": 0.8540726749754532, "mask_rcnn/false_negative": 0.12637052326029796, "mask_rcnn/false_positive": 0.17014274929882456, "roi_head/num_bg_samples": 429.0, "roi_head/num_fg_samples": 83.0, "rpn/num_neg_anchors": 192.0, "rpn/num_pos_anchors": 64.0, "time": 0.5806809269997757, "total_loss": 1.288732586792321} {"data_time": 0.013404938998064608, "eta_seconds": 125314.78828339165, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.34869780901198844, "fast_rcnn/fg_cls_accuracy": 0.5922077922077922, "iteration": 47979, "loss_box_reg": 0.2315408638678491, "loss_cls": 0.23643887229263783, "loss_mask": 0.26198744773864746, "loss_rpn_cls": 0.048113186210684944, "loss_rpn_loc": 0.08369488397147506, "loss_sem_seg": 0.4144490188919008, "lr": 0.02, "mask_rcnn/accuracy": 0.8646968843759038, "mask_rcnn/false_negative": 0.09631046266981544, "mask_rcnn/false_positive": 0.15426870996526248, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 200.25, "rpn/num_pos_anchors": 55.75, "time": 0.5636868015008076, "total_loss": 1.2896352150055463} {"data_time": 0.012010155000098166, "eta_seconds": 125357.54620730506, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.47166521360069746, "fast_rcnn/fg_cls_accuracy": 0.5164448302469136, "iteration": 47999, "loss_box_reg": 0.26233012368902564, "loss_cls": 0.24242597119882703, "loss_mask": 0.27931973058730364, "loss_rpn_cls": 0.044603610862395726, "loss_rpn_loc": 0.07019137308816426, "loss_sem_seg": 0.3500506319105625, "lr": 0.02, "mask_rcnn/accuracy": 0.8750106601506882, "mask_rcnn/false_negative": 0.09975658657051692, "mask_rcnn/false_positive": 0.14216526228226195, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5739885255006811, "total_loss": 1.264884881049511} {"data_time": 0.0123522324993246, "eta_seconds": 125496.348790531, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.31928161636318286, "fast_rcnn/fg_cls_accuracy": 0.6202270381836945, "iteration": 48019, "loss_box_reg": 0.24922508792951703, "loss_cls": 0.23622289625927806, "loss_mask": 0.27325780410319567, "loss_rpn_cls": 0.05847397755132988, "loss_rpn_loc": 0.08584791549947113, "loss_sem_seg": 0.38538407254964113, "lr": 0.02, "mask_rcnn/accuracy": 0.8954455489092188, "mask_rcnn/false_negative": 0.09654585232890614, "mask_rcnn/false_positive": 0.11751284308418593, "roi_head/num_bg_samples": 457.75, "roi_head/num_fg_samples": 54.25, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5693965230002505, "total_loss": 1.2627403804799542} {"data_time": 0.01224849949903728, "eta_seconds": 125516.65752571548, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.4013195639701664, "fast_rcnn/fg_cls_accuracy": 0.5473710317460317, "iteration": 48039, "loss_box_reg": 0.24354488821700215, "loss_cls": 0.22122943517751992, "loss_mask": 0.26457653660327196, "loss_rpn_cls": 0.05329110991442576, "loss_rpn_loc": 0.05809324810979888, "loss_sem_seg": 0.34426408540457487, "lr": 0.02, "mask_rcnn/accuracy": 0.8915175212613025, "mask_rcnn/false_negative": 0.07801366462951775, "mask_rcnn/false_positive": 0.1268818120156504, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 0.5653863750012533, "total_loss": 1.2051187069737352} {"data_time": 0.012028228000417585, "eta_seconds": 125519.59678805308, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.2959770114942529, "fast_rcnn/fg_cls_accuracy": 0.5946502057613168, "iteration": 48059, "loss_box_reg": 0.2475762222893536, "loss_cls": 0.2456231820397079, "loss_mask": 0.27156322076916695, "loss_rpn_cls": 0.04934516196954064, "loss_rpn_loc": 0.07672329412889667, "loss_sem_seg": 0.3476735302247107, "lr": 0.02, "mask_rcnn/accuracy": 0.8854443292468502, "mask_rcnn/false_negative": 0.10559272114267668, "mask_rcnn/false_positive": 0.13341238985771947, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.566009699499773, "total_loss": 1.2393376633990556} {"data_time": 0.013249349500256358, "eta_seconds": 125498.15202083482, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.4219191480113019, "fast_rcnn/fg_cls_accuracy": 0.5317775371907454, "iteration": 48079, "loss_box_reg": 0.2537381579168141, "loss_cls": 0.2555419337004423, "loss_mask": 0.28728323336690664, "loss_rpn_cls": 0.053651768423151225, "loss_rpn_loc": 0.0813378943130374, "loss_sem_seg": 0.3687145870644599, "lr": 0.02, "mask_rcnn/accuracy": 0.8722995827626221, "mask_rcnn/false_negative": 0.09737076743934109, "mask_rcnn/false_positive": 0.13457524577368868, "roi_head/num_bg_samples": 433.0, "roi_head/num_fg_samples": 79.0, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.570813876000102, "total_loss": 1.2823039605282247} {"data_time": 0.01313371349897352, "eta_seconds": 125505.64241831595, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.36942750577230477, "fast_rcnn/fg_cls_accuracy": 0.5355085508550855, "iteration": 48099, "loss_box_reg": 0.2534209853038192, "loss_cls": 0.25059183058328927, "loss_mask": 0.2766130156815052, "loss_rpn_cls": 0.05432379385456443, "loss_rpn_loc": 0.07903395040193573, "loss_sem_seg": 0.38264694856479764, "lr": 0.02, "mask_rcnn/accuracy": 0.8724798762231789, "mask_rcnn/false_negative": 0.10391698042853748, "mask_rcnn/false_positive": 0.14628021483023576, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5718495524997707, "total_loss": 1.3260778202966321} {"data_time": 0.011920219500098028, "eta_seconds": 125518.8438609677, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3947139627890801, "fast_rcnn/fg_cls_accuracy": 0.579320987654321, "iteration": 48119, "loss_box_reg": 0.22894831327721477, "loss_cls": 0.22556246910244226, "loss_mask": 0.27797292172908783, "loss_rpn_cls": 0.05675054923631251, "loss_rpn_loc": 0.07721070983097889, "loss_sem_seg": 0.3702688543125987, "lr": 0.02, "mask_rcnn/accuracy": 0.8644407125355822, "mask_rcnn/false_negative": 0.11500148838492408, "mask_rcnn/false_positive": 0.1686985369822228, "roi_head/num_bg_samples": 458.25, "roi_head/num_fg_samples": 53.75, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5637768885026162, "total_loss": 1.2794567117234692} {"data_time": 0.01242180000008375, "eta_seconds": 125495.70881653647, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.3681785880565561, "fast_rcnn/fg_cls_accuracy": 0.5644220637604449, "iteration": 48139, "loss_box_reg": 0.251126860268414, "loss_cls": 0.23625656869262457, "loss_mask": 0.2619356606155634, "loss_rpn_cls": 0.050741830898914486, "loss_rpn_loc": 0.07214319976628758, "loss_sem_seg": 0.3452554321847856, "lr": 0.02, "mask_rcnn/accuracy": 0.8728029693967799, "mask_rcnn/false_negative": 0.09476918429916156, "mask_rcnn/false_positive": 0.14020132469614893, "roi_head/num_bg_samples": 463.0, "roi_head/num_fg_samples": 49.0, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5646868035000807, "total_loss": 1.2472638657491188} {"data_time": 0.012130568498832872, "eta_seconds": 125463.04139865318, "fast_rcnn/cls_accuracy": 0.90869140625, "fast_rcnn/false_negative": 0.47684210526315784, "fast_rcnn/fg_cls_accuracy": 0.4352311002994012, "iteration": 48159, "loss_box_reg": 0.237686931155622, "loss_cls": 0.27678229939192533, "loss_mask": 0.3035036753863096, "loss_rpn_cls": 0.053297606646083295, "loss_rpn_loc": 0.0730017488822341, "loss_sem_seg": 0.42433987837284803, "lr": 0.02, "mask_rcnn/accuracy": 0.8740376324948584, "mask_rcnn/false_negative": 0.09989787081740356, "mask_rcnn/false_positive": 0.14180674601404825, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5657591400013189, "total_loss": 1.380513297743164} {"data_time": 0.013330859001143835, "eta_seconds": 125451.73032077319, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.43989547038327526, "fast_rcnn/fg_cls_accuracy": 0.5102040816326531, "iteration": 48179, "loss_box_reg": 0.22563749831169844, "loss_cls": 0.2210162493865937, "loss_mask": 0.2808824055828154, "loss_rpn_cls": 0.05252977577038109, "loss_rpn_loc": 0.06161553127458319, "loss_sem_seg": 0.4179156254976988, "lr": 0.02, "mask_rcnn/accuracy": 0.8788310612930267, "mask_rcnn/false_negative": 0.10527875184487584, "mask_rcnn/false_positive": 0.1354724988955277, "roi_head/num_bg_samples": 462.5, "roi_head/num_fg_samples": 49.5, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5524026044986385, "total_loss": 1.2704651672393084} {"data_time": 0.011479810000309953, "eta_seconds": 125385.73365196321, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3408860759493671, "fast_rcnn/fg_cls_accuracy": 0.6223576358930112, "iteration": 48199, "loss_box_reg": 0.2560502141714096, "loss_cls": 0.2611853056587279, "loss_mask": 0.27935447078198195, "loss_rpn_cls": 0.05838636396219954, "loss_rpn_loc": 0.0906708516413346, "loss_sem_seg": 0.36637880839407444, "lr": 0.02, "mask_rcnn/accuracy": 0.8812474117081898, "mask_rcnn/false_negative": 0.10988915061521057, "mask_rcnn/false_positive": 0.12819005612716008, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5575358690002759, "total_loss": 1.351718677993631} {"data_time": 0.012534363000668236, "eta_seconds": 125367.46746283186, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.41281512605042014, "fast_rcnn/fg_cls_accuracy": 0.506182323675739, "iteration": 48219, "loss_box_reg": 0.25652654375880957, "loss_cls": 0.2624324078205973, "loss_mask": 0.2887980709783733, "loss_rpn_cls": 0.05373238609172404, "loss_rpn_loc": 0.08014217152958736, "loss_sem_seg": 0.37821708084084094, "lr": 0.02, "mask_rcnn/accuracy": 0.8865490432241483, "mask_rcnn/false_negative": 0.10337060077218599, "mask_rcnn/false_positive": 0.12211348327312296, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5635753730002762, "total_loss": 1.357244262471795} {"data_time": 0.012633817499590805, "eta_seconds": 125341.55997990523, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.32397991211550536, "fast_rcnn/fg_cls_accuracy": 0.6560815363881402, "iteration": 48239, "loss_box_reg": 0.2602626532316208, "loss_cls": 0.24932644190266728, "loss_mask": 0.2871374385431409, "loss_rpn_cls": 0.054608611681032926, "loss_rpn_loc": 0.088243863749085, "loss_sem_seg": 0.3740748791024089, "lr": 0.02, "mask_rcnn/accuracy": 0.888300547491724, "mask_rcnn/false_negative": 0.10220234094146248, "mask_rcnn/false_positive": 0.131534211729936, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5625513200011483, "total_loss": 1.3012191806046758} {"data_time": 0.01241704400126764, "eta_seconds": 125330.25577763522, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.3864055299539171, "fast_rcnn/fg_cls_accuracy": 0.6049590755897929, "iteration": 48259, "loss_box_reg": 0.27621830347925425, "loss_cls": 0.24287611711770296, "loss_mask": 0.2807735074311495, "loss_rpn_cls": 0.059249200916383415, "loss_rpn_loc": 0.08598225197056308, "loss_sem_seg": 0.35557978693395853, "lr": 0.02, "mask_rcnn/accuracy": 0.8597195794301327, "mask_rcnn/false_negative": 0.11990838244274152, "mask_rcnn/false_positive": 0.1539793406547194, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 235.5, "rpn/num_pos_anchors": 20.5, "time": 0.5559491759995581, "total_loss": 1.3239003449562006} {"data_time": 0.012406240499331034, "eta_seconds": 125333.55090529191, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.3946822101564995, "fast_rcnn/fg_cls_accuracy": 0.572718438739979, "iteration": 48279, "loss_box_reg": 0.2550723673775792, "loss_cls": 0.24539106455631554, "loss_mask": 0.26735787000507116, "loss_rpn_cls": 0.06072235741885379, "loss_rpn_loc": 0.08833218921790831, "loss_sem_seg": 0.3385970387607813, "lr": 0.02, "mask_rcnn/accuracy": 0.9012506863332335, "mask_rcnn/false_negative": 0.09950224957478834, "mask_rcnn/false_positive": 0.11524398965342261, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.557681242498802, "total_loss": 1.265253068646416} {"data_time": 0.011387120497602155, "eta_seconds": 125322.24538611191, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.4369134515119917, "fast_rcnn/fg_cls_accuracy": 0.5506219132979697, "iteration": 48299, "loss_box_reg": 0.24536691838875413, "loss_cls": 0.2393300775438547, "loss_mask": 0.2749815611168742, "loss_rpn_cls": 0.049300832441076636, "loss_rpn_loc": 0.07056415465194732, "loss_sem_seg": 0.41083283675834537, "lr": 0.02, "mask_rcnn/accuracy": 0.8831904670470339, "mask_rcnn/false_negative": 0.08826240738545749, "mask_rcnn/false_positive": 0.14536194290969612, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.558654149501308, "total_loss": 1.3093576914834557} {"data_time": 0.012899722500151256, "eta_seconds": 125344.30374455376, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.47575503355704696, "fast_rcnn/fg_cls_accuracy": 0.45401030169242085, "iteration": 48319, "loss_box_reg": 0.2606763527728617, "loss_cls": 0.2616104516200721, "loss_mask": 0.28157887049019337, "loss_rpn_cls": 0.05339944886509329, "loss_rpn_loc": 0.07276700146030635, "loss_sem_seg": 0.41305599454790354, "lr": 0.02, "mask_rcnn/accuracy": 0.8724667299805828, "mask_rcnn/false_negative": 0.10570340468434795, "mask_rcnn/false_positive": 0.16449975108697115, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5660332899988134, "total_loss": 1.347217206552159} {"data_time": 0.013331910000488278, "eta_seconds": 125369.90010899605, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.4, "fast_rcnn/fg_cls_accuracy": 0.5714975845410628, "iteration": 48339, "loss_box_reg": 0.2583358362317085, "loss_cls": 0.24864346045069396, "loss_mask": 0.2751431716606021, "loss_rpn_cls": 0.05516858585178852, "loss_rpn_loc": 0.09443428687518463, "loss_sem_seg": 0.3412358397617936, "lr": 0.02, "mask_rcnn/accuracy": 0.8922801263362488, "mask_rcnn/false_negative": 0.09509343321939642, "mask_rcnn/false_positive": 0.12468760339038099, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5783528479987581, "total_loss": 1.3081719503679778} {"data_time": 0.01275460549913987, "eta_seconds": 125349.93061985336, "fast_rcnn/cls_accuracy": 0.90576171875, "fast_rcnn/false_negative": 0.45159007659007655, "fast_rcnn/fg_cls_accuracy": 0.5387529137529137, "iteration": 48359, "loss_box_reg": 0.2645123254042119, "loss_cls": 0.2391064283438027, "loss_mask": 0.27458167262375355, "loss_rpn_cls": 0.059131872418220155, "loss_rpn_loc": 0.08354186272481456, "loss_sem_seg": 0.37850541342049837, "lr": 0.02, "mask_rcnn/accuracy": 0.8703715669381789, "mask_rcnn/false_negative": 0.11804183136960178, "mask_rcnn/false_positive": 0.1455177586479493, "roi_head/num_bg_samples": 431.5, "roi_head/num_fg_samples": 80.5, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.5739831694991153, "total_loss": 1.2790236514993012} {"data_time": 0.012570413500725408, "eta_seconds": 125347.27639077607, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.39047842401500943, "fast_rcnn/fg_cls_accuracy": 0.5919463087248322, "iteration": 48379, "loss_box_reg": 0.2513980520889163, "loss_cls": 0.25841539539396763, "loss_mask": 0.2775730714201927, "loss_rpn_cls": 0.0618368883151561, "loss_rpn_loc": 0.09418626100523397, "loss_sem_seg": 0.37898719403892756, "lr": 0.02, "mask_rcnn/accuracy": 0.8914689988211194, "mask_rcnn/false_negative": 0.10404039971397452, "mask_rcnn/false_positive": 0.10626257223813425, "roi_head/num_bg_samples": 466.25, "roi_head/num_fg_samples": 45.75, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5731080304994975, "total_loss": 1.3386803410976427} {"data_time": 0.012457355000151438, "eta_seconds": 125327.3084640934, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.39358464340490795, "fast_rcnn/fg_cls_accuracy": 0.5824778231834944, "iteration": 48399, "loss_box_reg": 0.25910769309848547, "loss_cls": 0.23096914356574416, "loss_mask": 0.29801720939576626, "loss_rpn_cls": 0.05031580070499331, "loss_rpn_loc": 0.08699854172300547, "loss_sem_seg": 0.35413804091513157, "lr": 0.02, "mask_rcnn/accuracy": 0.8936211216153452, "mask_rcnn/false_negative": 0.09579493184487628, "mask_rcnn/false_positive": 0.11733151441823896, "roi_head/num_bg_samples": 464.75, "roi_head/num_fg_samples": 47.25, "rpn/num_neg_anchors": 239.5, "rpn/num_pos_anchors": 16.5, "time": 0.5620041419970221, "total_loss": 1.2735020907130092} {"data_time": 0.013356507997741573, "eta_seconds": 125287.76109825366, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.4120249653259362, "fast_rcnn/fg_cls_accuracy": 0.5448968637374434, "iteration": 48419, "loss_box_reg": 0.2721373541280627, "loss_cls": 0.2598100167233497, "loss_mask": 0.2868413208052516, "loss_rpn_cls": 0.05700218954007141, "loss_rpn_loc": 0.10670549108181149, "loss_sem_seg": 0.3487451979890466, "lr": 0.02, "mask_rcnn/accuracy": 0.8695153612121498, "mask_rcnn/false_negative": 0.10504125310958029, "mask_rcnn/false_positive": 0.17018156532629242, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 0.5644839565011353, "total_loss": 1.3085917092103045} {"data_time": 0.012489372998970794, "eta_seconds": 125304.68630833343, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.39505222649807586, "fast_rcnn/fg_cls_accuracy": 0.5897196261682243, "iteration": 48439, "loss_box_reg": 0.25331662595272064, "loss_cls": 0.24887910671532154, "loss_mask": 0.27652134001255035, "loss_rpn_cls": 0.04658629320329055, "loss_rpn_loc": 0.09565168220433407, "loss_sem_seg": 0.3410070752725005, "lr": 0.02, "mask_rcnn/accuracy": 0.8715892942500642, "mask_rcnn/false_negative": 0.12047297878892413, "mask_rcnn/false_positive": 0.13929725802987525, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5756012194997311, "total_loss": 1.275369313400006} {"data_time": 0.012302291001105914, "eta_seconds": 125302.0289543361, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.3828667857851896, "fast_rcnn/fg_cls_accuracy": 0.5691880087353584, "iteration": 48459, "loss_box_reg": 0.227266700938344, "loss_cls": 0.22119435691274703, "loss_mask": 0.28083742782473564, "loss_rpn_cls": 0.04936694586649537, "loss_rpn_loc": 0.0812227099086158, "loss_sem_seg": 0.3813148722983897, "lr": 0.02, "mask_rcnn/accuracy": 0.8936565208275091, "mask_rcnn/false_negative": 0.10184248996195946, "mask_rcnn/false_positive": 0.10739441751010151, "roi_head/num_bg_samples": 461.0, "roi_head/num_fg_samples": 51.0, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5643786179989547, "total_loss": 1.2417139080062043} {"data_time": 0.011726040000212379, "eta_seconds": 125302.05332208471, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.34511784511784516, "fast_rcnn/fg_cls_accuracy": 0.5684036171546244, "iteration": 48479, "loss_box_reg": 0.23244700813665986, "loss_cls": 0.2265862226486206, "loss_mask": 0.2587228864431381, "loss_rpn_cls": 0.05025940205086954, "loss_rpn_loc": 0.06500591069925576, "loss_sem_seg": 0.3639718242920935, "lr": 0.02, "mask_rcnn/accuracy": 0.8834090142906478, "mask_rcnn/false_negative": 0.09405905328244032, "mask_rcnn/false_positive": 0.12957169063129714, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5644683515001816, "total_loss": 1.2549591249262448} {"data_time": 0.012475311999878613, "eta_seconds": 125279.40523611612, "fast_rcnn/cls_accuracy": 0.9091796875, "fast_rcnn/false_negative": 0.39304368471035134, "fast_rcnn/fg_cls_accuracy": 0.539066463723998, "iteration": 48499, "loss_box_reg": 0.24907243065536022, "loss_cls": 0.2384726726450026, "loss_mask": 0.28529744129627943, "loss_rpn_cls": 0.04258202653727494, "loss_rpn_loc": 0.07063146569998935, "loss_sem_seg": 0.3890612842515111, "lr": 0.02, "mask_rcnn/accuracy": 0.8806236523415816, "mask_rcnn/false_negative": 0.10881570320157515, "mask_rcnn/false_positive": 0.126496876714231, "roi_head/num_bg_samples": 432.5, "roi_head/num_fg_samples": 79.5, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5608996725004545, "total_loss": 1.257843522267649} {"data_time": 0.012476464000428678, "eta_seconds": 125231.21845195354, "fast_rcnn/cls_accuracy": 0.91357421875, "fast_rcnn/false_negative": 0.37546506821000414, "fast_rcnn/fg_cls_accuracy": 0.5805116279069767, "iteration": 48519, "loss_box_reg": 0.2731385971419513, "loss_cls": 0.2611749842762947, "loss_mask": 0.27751675620675087, "loss_rpn_cls": 0.05258999828947708, "loss_rpn_loc": 0.07707872404716909, "loss_sem_seg": 0.36095120618119836, "lr": 0.02, "mask_rcnn/accuracy": 0.8856862360251987, "mask_rcnn/false_negative": 0.0994202325086237, "mask_rcnn/false_positive": 0.13621645233630297, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5568510660013999, "total_loss": 1.3196117601473816} {"data_time": 0.012203662499814527, "eta_seconds": 125248.13091893352, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.3783176369863014, "fast_rcnn/fg_cls_accuracy": 0.5683092948717949, "iteration": 48539, "loss_box_reg": 0.24580389726907015, "loss_cls": 0.23836074909195304, "loss_mask": 0.2685201456770301, "loss_rpn_cls": 0.047697611451440025, "loss_rpn_loc": 0.08496172679588199, "loss_sem_seg": 0.39706764183938503, "lr": 0.02, "mask_rcnn/accuracy": 0.8865061649659864, "mask_rcnn/false_negative": 0.10537295848516451, "mask_rcnn/false_positive": 0.10606637976643021, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5637944224999956, "total_loss": 1.2520612727676053} {"data_time": 0.012145025999416248, "eta_seconds": 125245.46965878614, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.3569957458302384, "fast_rcnn/fg_cls_accuracy": 0.6250300004800077, "iteration": 48559, "loss_box_reg": 0.24435609951615334, "loss_cls": 0.23612935794517398, "loss_mask": 0.2758633946068585, "loss_rpn_cls": 0.04951477487338707, "loss_rpn_loc": 0.07824317028280348, "loss_sem_seg": 0.3850717735476792, "lr": 0.02, "mask_rcnn/accuracy": 0.9065650637331344, "mask_rcnn/false_negative": 0.07808754975912927, "mask_rcnn/false_positive": 0.11316684580856654, "roi_head/num_bg_samples": 461.5, "roi_head/num_fg_samples": 50.5, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5558176835002087, "total_loss": 1.2675366435723845} {"data_time": 0.01317368249874562, "eta_seconds": 125257.28644117621, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.452359068627451, "fast_rcnn/fg_cls_accuracy": 0.5341382575757576, "iteration": 48579, "loss_box_reg": 0.25326974131166935, "loss_cls": 0.2300468278117478, "loss_mask": 0.29831427708268166, "loss_rpn_cls": 0.057929910195525736, "loss_rpn_loc": 0.0819713881937787, "loss_sem_seg": 0.38647465594112873, "lr": 0.02, "mask_rcnn/accuracy": 0.8763745205813313, "mask_rcnn/false_negative": 0.10335494931859183, "mask_rcnn/false_positive": 0.1294267458255698, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5584771349986113, "total_loss": 1.3164815812488087} {"data_time": 0.01288755250061513, "eta_seconds": 125234.17602648452, "fast_rcnn/cls_accuracy": 0.90673828125, "fast_rcnn/false_negative": 0.42710997442455245, "fast_rcnn/fg_cls_accuracy": 0.512907321201862, "iteration": 48599, "loss_box_reg": 0.2586490218527615, "loss_cls": 0.24666345678269863, "loss_mask": 0.27388324681669474, "loss_rpn_cls": 0.05076742573874071, "loss_rpn_loc": 0.08602152857929468, "loss_sem_seg": 0.38188389502465725, "lr": 0.02, "mask_rcnn/accuracy": 0.8859714783103536, "mask_rcnn/false_negative": 0.09366435734934193, "mask_rcnn/false_positive": 0.14491578434176144, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.5725065675014775, "total_loss": 1.2913435892551206} {"data_time": 0.014618945499023539, "eta_seconds": 125211.53408145616, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.43615201546928456, "fast_rcnn/fg_cls_accuracy": 0.5407957462412909, "iteration": 48619, "loss_box_reg": 0.25266325240954757, "loss_cls": 0.2498981263488531, "loss_mask": 0.27258815756067634, "loss_rpn_cls": 0.054088821285404265, "loss_rpn_loc": 0.08201877656392753, "loss_sem_seg": 0.36286803614348173, "lr": 0.02, "mask_rcnn/accuracy": 0.89363278451784, "mask_rcnn/false_negative": 0.08332067343255739, "mask_rcnn/false_positive": 0.1346485319146813, "roi_head/num_bg_samples": 456.25, "roi_head/num_fg_samples": 55.75, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5641448625010526, "total_loss": 1.3027615722967312} {"data_time": 0.013215120497989119, "eta_seconds": 125065.38603546431, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.3195713835486921, "fast_rcnn/fg_cls_accuracy": 0.6025028503176069, "iteration": 48639, "loss_box_reg": 0.2579238750040531, "loss_cls": 0.23141236673109233, "loss_mask": 0.28002927731722593, "loss_rpn_cls": 0.058825210318900645, "loss_rpn_loc": 0.08830350832431577, "loss_sem_seg": 0.3570489436388016, "lr": 0.02, "mask_rcnn/accuracy": 0.8927490734941681, "mask_rcnn/false_negative": 0.10393158750933512, "mask_rcnn/false_positive": 0.12310663874393096, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.5510287689994584, "total_loss": 1.284549996635178} {"data_time": 0.011810587000582018, "eta_seconds": 125155.23543298786, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.40784940944881887, "fast_rcnn/fg_cls_accuracy": 0.5368429453075123, "iteration": 48659, "loss_box_reg": 0.2573211579583585, "loss_cls": 0.23795122653245926, "loss_mask": 0.2763304067775607, "loss_rpn_cls": 0.04504949647525791, "loss_rpn_loc": 0.08086200844263658, "loss_sem_seg": 0.34944510739296675, "lr": 0.02, "mask_rcnn/accuracy": 0.8684558282772569, "mask_rcnn/false_negative": 0.11610183782345651, "mask_rcnn/false_positive": 0.15110822251097428, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 235.0, "rpn/num_pos_anchors": 21.0, "time": 0.5630906275018788, "total_loss": 1.2451069110247772} {"data_time": 0.013444354999592179, "eta_seconds": 125107.44052169217, "fast_rcnn/cls_accuracy": 0.91259765625, "fast_rcnn/false_negative": 0.45929352396972245, "fast_rcnn/fg_cls_accuracy": 0.4834639498432602, "iteration": 48679, "loss_box_reg": 0.2588212536647916, "loss_cls": 0.256953283213079, "loss_mask": 0.2746579069644213, "loss_rpn_cls": 0.05276706925360486, "loss_rpn_loc": 0.08236792002571747, "loss_sem_seg": 0.33759644627571106, "lr": 0.02, "mask_rcnn/accuracy": 0.8708067072343888, "mask_rcnn/false_negative": 0.11151651567215361, "mask_rcnn/false_positive": 0.1543833112388008, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.5598678679998557, "total_loss": 1.2523379985941574} {"data_time": 0.012744998497510096, "eta_seconds": 125103.07998121338, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.43604492852280463, "fast_rcnn/fg_cls_accuracy": 0.5551055139550715, "iteration": 48699, "loss_box_reg": 0.2666037720628083, "loss_cls": 0.25725429877638817, "loss_mask": 0.26955317705869675, "loss_rpn_cls": 0.04776892461813986, "loss_rpn_loc": 0.0755683381576091, "loss_sem_seg": 0.3668617717921734, "lr": 0.02, "mask_rcnn/accuracy": 0.8778416869599341, "mask_rcnn/false_negative": 0.11548526857877689, "mask_rcnn/false_positive": 0.11736729048790234, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5746586915010994, "total_loss": 1.3101714662625454} {"data_time": 0.01210554499994032, "eta_seconds": 125146.33121801369, "fast_rcnn/cls_accuracy": 0.912109375, "fast_rcnn/false_negative": 0.43736236848544163, "fast_rcnn/fg_cls_accuracy": 0.5302897395002658, "iteration": 48719, "loss_box_reg": 0.25303944293409586, "loss_cls": 0.2552505841013044, "loss_mask": 0.27799906115978956, "loss_rpn_cls": 0.05965421500150114, "loss_rpn_loc": 0.0854837691585999, "loss_sem_seg": 0.3465412724763155, "lr": 0.02, "mask_rcnn/accuracy": 0.8725245941467923, "mask_rcnn/false_negative": 0.1020267742404743, "mask_rcnn/false_positive": 0.1337583330662344, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.5788505055006681, "total_loss": 1.2712290937779471} {"data_time": 0.012625113000467536, "eta_seconds": 125073.5239641522, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.384993384993385, "fast_rcnn/fg_cls_accuracy": 0.5387592283877114, "iteration": 48739, "loss_box_reg": 0.24550834484398365, "loss_cls": 0.2453614054247737, "loss_mask": 0.27088590851053596, "loss_rpn_cls": 0.05663366298540495, "loss_rpn_loc": 0.07676179948612116, "loss_sem_seg": 0.35505677573382854, "lr": 0.02, "mask_rcnn/accuracy": 0.877289416410657, "mask_rcnn/false_negative": 0.08919718104306207, "mask_rcnn/false_positive": 0.15531514653798353, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.5524448064988974, "total_loss": 1.298445658190758} {"data_time": 0.014611761998821748, "eta_seconds": 125041.30962206818, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.3826835192885668, "fast_rcnn/fg_cls_accuracy": 0.5579424307036247, "iteration": 48759, "loss_box_reg": 0.2690117312595248, "loss_cls": 0.24804399348795414, "loss_mask": 0.2814244059845805, "loss_rpn_cls": 0.0472364247252699, "loss_rpn_loc": 0.07842320221243426, "loss_sem_seg": 0.45289543736726046, "lr": 0.02, "mask_rcnn/accuracy": 0.8863101333974592, "mask_rcnn/false_negative": 0.11079086582769171, "mask_rcnn/false_positive": 0.11690611453384614, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5640313394997065, "total_loss": 1.3481520003988408} {"data_time": 0.012407346001054975, "eta_seconds": 124974.59002161863, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.3867504222972973, "fast_rcnn/fg_cls_accuracy": 0.5990728021978022, "iteration": 48779, "loss_box_reg": 0.22863738052546978, "loss_cls": 0.24155587004497647, "loss_mask": 0.2621182417497039, "loss_rpn_cls": 0.043887531966902316, "loss_rpn_loc": 0.07303087558830157, "loss_sem_seg": 0.383503052406013, "lr": 0.02, "mask_rcnn/accuracy": 0.8804072442779195, "mask_rcnn/false_negative": 0.1151186577646875, "mask_rcnn/false_positive": 0.1354329331343227, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.5635656405011105, "total_loss": 1.2453810515580699} {"data_time": 0.01336946249830362, "eta_seconds": 124991.12545634276, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.3662559618441972, "fast_rcnn/fg_cls_accuracy": 0.5617024587612823, "iteration": 48799, "loss_box_reg": 0.27008948754519224, "loss_cls": 0.2535556824877858, "loss_mask": 0.2832446084357798, "loss_rpn_cls": 0.05884736217558384, "loss_rpn_loc": 0.08979176203138195, "loss_sem_seg": 0.399225483648479, "lr": 0.02, "mask_rcnn/accuracy": 0.8944889628402111, "mask_rcnn/false_negative": 0.08647415962183026, "mask_rcnn/false_positive": 0.13708698531716212, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.558448938998481, "total_loss": 1.357007670099847} {"data_time": 0.013759060500888154, "eta_seconds": 125091.19094477357, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.4672131147540984, "fast_rcnn/fg_cls_accuracy": 0.4992500288450444, "iteration": 48819, "loss_box_reg": 0.2340021193958819, "loss_cls": 0.2279206868261099, "loss_mask": 0.2748585483059287, "loss_rpn_cls": 0.05830576422158629, "loss_rpn_loc": 0.07823194388765842, "loss_sem_seg": 0.40077198995277286, "lr": 0.02, "mask_rcnn/accuracy": 0.8667621388958171, "mask_rcnn/false_negative": 0.1180355023491959, "mask_rcnn/false_positive": 0.13231410703345925, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.570930979498371, "total_loss": 1.2952443065587431} {"data_time": 0.012507584498962387, "eta_seconds": 125110.20511431605, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3793248945147679, "fast_rcnn/fg_cls_accuracy": 0.5517825311942959, "iteration": 48839, "loss_box_reg": 0.2709151334129274, "loss_cls": 0.27576223807409406, "loss_mask": 0.2853529676795006, "loss_rpn_cls": 0.04783069319091737, "loss_rpn_loc": 0.07011832459829748, "loss_sem_seg": 0.3480904051102698, "lr": 0.02, "mask_rcnn/accuracy": 0.8897291261293874, "mask_rcnn/false_negative": 0.09157919779484805, "mask_rcnn/false_positive": 0.12162981584624089, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5782875515014894, "total_loss": 1.306171302916482} {"data_time": 0.012179913501313422, "eta_seconds": 125109.91084288013, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.346875, "fast_rcnn/fg_cls_accuracy": 0.5956989247311828, "iteration": 48859, "loss_box_reg": 0.25140306213870645, "loss_cls": 0.2700121281668544, "loss_mask": 0.2771561052650213, "loss_rpn_cls": 0.058447969815460965, "loss_rpn_loc": 0.09377339878119528, "loss_sem_seg": 0.3845470231026411, "lr": 0.02, "mask_rcnn/accuracy": 0.8938456632653061, "mask_rcnn/false_negative": 0.08845188281779087, "mask_rcnn/false_positive": 0.12964223270862113, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5708616905012605, "total_loss": 1.3420793017430697} {"data_time": 0.01228334950064891, "eta_seconds": 125179.43320323752, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.50390625, "fast_rcnn/fg_cls_accuracy": 0.43892066837272314, "iteration": 48879, "loss_box_reg": 0.2362156710587442, "loss_cls": 0.23288150830194354, "loss_mask": 0.2838671589270234, "loss_rpn_cls": 0.0541918259114027, "loss_rpn_loc": 0.07614241301780567, "loss_sem_seg": 0.3759712390601635, "lr": 0.02, "mask_rcnn/accuracy": 0.8674293677667847, "mask_rcnn/false_negative": 0.12934234162668823, "mask_rcnn/false_positive": 0.13205304098479853, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5678379040000436, "total_loss": 1.2995889730809722} {"data_time": 0.011584969501200248, "eta_seconds": 125000.81321679823, "fast_rcnn/cls_accuracy": 0.8984375, "fast_rcnn/false_negative": 0.4833674319921194, "fast_rcnn/fg_cls_accuracy": 0.48020186335403725, "iteration": 48899, "loss_box_reg": 0.2528870068490505, "loss_cls": 0.24726008856669068, "loss_mask": 0.2805519113317132, "loss_rpn_cls": 0.05381225026212633, "loss_rpn_loc": 0.08268134540412575, "loss_sem_seg": 0.3885964984074235, "lr": 0.02, "mask_rcnn/accuracy": 0.8728272444763698, "mask_rcnn/false_negative": 0.09803901885276353, "mask_rcnn/false_positive": 0.16728806097008247, "roi_head/num_bg_samples": 430.75, "roi_head/num_fg_samples": 81.25, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5551733919983235, "total_loss": 1.32185080331692} {"data_time": 0.013318043998879148, "eta_seconds": 124885.7138693513, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.4567334626158156, "fast_rcnn/fg_cls_accuracy": 0.5227703984819734, "iteration": 48919, "loss_box_reg": 0.22946889651939273, "loss_cls": 0.20975783094763756, "loss_mask": 0.2753678299486637, "loss_rpn_cls": 0.04996509591001086, "loss_rpn_loc": 0.0713106274488382, "loss_sem_seg": 0.38592419773340225, "lr": 0.02, "mask_rcnn/accuracy": 0.8822376969557375, "mask_rcnn/false_negative": 0.092255241801427, "mask_rcnn/false_positive": 0.1385997608497902, "roi_head/num_bg_samples": 460.0, "roi_head/num_fg_samples": 52.0, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5578377604997513, "total_loss": 1.2322414418013068} {"data_time": 0.012706151501333807, "eta_seconds": 124796.65030268345, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.4161833780674846, "fast_rcnn/fg_cls_accuracy": 0.5391773897058824, "iteration": 48939, "loss_box_reg": 0.2557014306075871, "loss_cls": 0.24319949583150446, "loss_mask": 0.28209452144801617, "loss_rpn_cls": 0.04922878457000479, "loss_rpn_loc": 0.0772689813748002, "loss_sem_seg": 0.3904310157522559, "lr": 0.02, "mask_rcnn/accuracy": 0.8721398281534836, "mask_rcnn/false_negative": 0.12469290343675882, "mask_rcnn/false_positive": 0.13032771355719935, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5637314684990997, "total_loss": 1.2839534230879508} {"data_time": 0.012420438000845024, "eta_seconds": 124785.35960461345, "fast_rcnn/cls_accuracy": 0.9033203125, "fast_rcnn/false_negative": 0.4114316239316239, "fast_rcnn/fg_cls_accuracy": 0.5738001314924392, "iteration": 48959, "loss_box_reg": 0.2752520926296711, "loss_cls": 0.24959541950374842, "loss_mask": 0.279921455308795, "loss_rpn_cls": 0.05949024634901434, "loss_rpn_loc": 0.09343042527325451, "loss_sem_seg": 0.34756610775366426, "lr": 0.02, "mask_rcnn/accuracy": 0.8708582887939911, "mask_rcnn/false_negative": 0.10577757421738734, "mask_rcnn/false_positive": 0.15210387441481388, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.5774567360003857, "total_loss": 1.3490223234111909} {"data_time": 0.01271404449835245, "eta_seconds": 124760.27598070627, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.29475308641975306, "fast_rcnn/fg_cls_accuracy": 0.5967659027629042, "iteration": 48979, "loss_box_reg": 0.25584631273522973, "loss_cls": 0.24182469956576824, "loss_mask": 0.28031180892139673, "loss_rpn_cls": 0.04859421664150432, "loss_rpn_loc": 0.07038023421773687, "loss_sem_seg": 0.36029836535453796, "lr": 0.02, "mask_rcnn/accuracy": 0.8920964393532533, "mask_rcnn/false_negative": 0.09771985872603388, "mask_rcnn/false_positive": 0.11758347483711076, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5606257585004641, "total_loss": 1.2612740965851117} {"data_time": 0.01301278050050314, "eta_seconds": 124790.34598367281, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.4185073561486299, "fast_rcnn/fg_cls_accuracy": 0.5400407911952589, "iteration": 48999, "loss_box_reg": 0.24895401345565915, "loss_cls": 0.23822687519714236, "loss_mask": 0.27312208991497755, "loss_rpn_cls": 0.04587663756683469, "loss_rpn_loc": 0.07790762549848296, "loss_sem_seg": 0.3508358602412045, "lr": 0.02, "mask_rcnn/accuracy": 0.8900939925073589, "mask_rcnn/false_negative": 0.09286387845580134, "mask_rcnn/false_positive": 0.13012538760037873, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 235.25, "rpn/num_pos_anchors": 20.75, "time": 0.5728432915002486, "total_loss": 1.20382234826684} {"data_time": 0.012815354501071852, "eta_seconds": 124737.69708078622, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.38118279569892477, "fast_rcnn/fg_cls_accuracy": 0.5855286900036087, "iteration": 49019, "loss_box_reg": 0.25122737931087613, "loss_cls": 0.23281374317593873, "loss_mask": 0.2793479636311531, "loss_rpn_cls": 0.061540062743006274, "loss_rpn_loc": 0.09759144869167358, "loss_sem_seg": 0.4122169017791748, "lr": 0.02, "mask_rcnn/accuracy": 0.8824937657862066, "mask_rcnn/false_negative": 0.1047117845437989, "mask_rcnn/false_positive": 0.13658804751808765, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5729653564994805, "total_loss": 1.3698102660418954} {"data_time": 0.011361494500306435, "eta_seconds": 124675.60692950322, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.4174288617886179, "fast_rcnn/fg_cls_accuracy": 0.5305034639273769, "iteration": 49039, "loss_box_reg": 0.24214164540171623, "loss_cls": 0.2487197935115546, "loss_mask": 0.27189050428569317, "loss_rpn_cls": 0.05335553834447637, "loss_rpn_loc": 0.07512473192764446, "loss_sem_seg": 0.38144887145608664, "lr": 0.02, "mask_rcnn/accuracy": 0.8849708022678298, "mask_rcnn/false_negative": 0.10164619807692223, "mask_rcnn/false_positive": 0.14763259223578729, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5535297930000525, "total_loss": 1.248734590539243} {"data_time": 0.013021214497712208, "eta_seconds": 124664.32207770318, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.30439814814814814, "fast_rcnn/fg_cls_accuracy": 0.5844287158746209, "iteration": 49059, "loss_box_reg": 0.23421329574193805, "loss_cls": 0.22111745295114815, "loss_mask": 0.2799263894557953, "loss_rpn_cls": 0.05365757964318618, "loss_rpn_loc": 0.07634683570358902, "loss_sem_seg": 0.37825360242277384, "lr": 0.02, "mask_rcnn/accuracy": 0.8554200526364392, "mask_rcnn/false_negative": 0.1070372301534369, "mask_rcnn/false_positive": 0.16632504884006302, "roi_head/num_bg_samples": 459.75, "roi_head/num_fg_samples": 52.25, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5639433280011872, "total_loss": 1.29943418953917} {"data_time": 0.013121703999786405, "eta_seconds": 124614.97938587391, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.3550757302560404, "fast_rcnn/fg_cls_accuracy": 0.5671233902365977, "iteration": 49079, "loss_box_reg": 0.23406772897578776, "loss_cls": 0.2345622000284493, "loss_mask": 0.28228847589343786, "loss_rpn_cls": 0.054704549635061994, "loss_rpn_loc": 0.08412644041527528, "loss_sem_seg": 0.4267409220337868, "lr": 0.02, "mask_rcnn/accuracy": 0.8885364084158254, "mask_rcnn/false_negative": 0.08610236935284529, "mask_rcnn/false_positive": 0.1315930840323106, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5561784450001142, "total_loss": 1.3427782175131142} {"data_time": 0.01399526400018658, "eta_seconds": 124603.6979794539, "fast_rcnn/cls_accuracy": 0.9072265625, "fast_rcnn/false_negative": 0.403954802259887, "fast_rcnn/fg_cls_accuracy": 0.5706253984814236, "iteration": 49099, "loss_box_reg": 0.24792914977297187, "loss_cls": 0.23466737172566354, "loss_mask": 0.264344634488225, "loss_rpn_cls": 0.047819962026551366, "loss_rpn_loc": 0.07420615042792633, "loss_sem_seg": 0.36674501094967127, "lr": 0.02, "mask_rcnn/accuracy": 0.8860156653460416, "mask_rcnn/false_negative": 0.10438309552520261, "mask_rcnn/false_positive": 0.13291742984870009, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.5730024884996965, "total_loss": 1.272112308681244} {"data_time": 0.012361323000732227, "eta_seconds": 124592.41657303387, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.4774747474747475, "fast_rcnn/fg_cls_accuracy": 0.4680530133550268, "iteration": 49119, "loss_box_reg": 0.25089938659220934, "loss_cls": 0.23671016236767173, "loss_mask": 0.29768609814345837, "loss_rpn_cls": 0.05103710311232135, "loss_rpn_loc": 0.06999266005004756, "loss_sem_seg": 0.3668884728103876, "lr": 0.02, "mask_rcnn/accuracy": 0.8735873173523301, "mask_rcnn/false_negative": 0.1017661181872373, "mask_rcnn/false_positive": 0.13847755830993533, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5634297480009991, "total_loss": 1.3015454737178516} {"data_time": 0.012677776499913307, "eta_seconds": 124553.66414324449, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.3704920374205527, "fast_rcnn/fg_cls_accuracy": 0.594084299532381, "iteration": 49139, "loss_box_reg": 0.2530645299702883, "loss_cls": 0.24979460891336203, "loss_mask": 0.2728423401713371, "loss_rpn_cls": 0.04841813516395632, "loss_rpn_loc": 0.07988223613938317, "loss_sem_seg": 0.37898051273077726, "lr": 0.02, "mask_rcnn/accuracy": 0.8743199774407195, "mask_rcnn/false_negative": 0.127079930538661, "mask_rcnn/false_positive": 0.13871928083142682, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5578001274989219, "total_loss": 1.2731286268099211} {"data_time": 0.013179282999772113, "eta_seconds": 124511.05881901877, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.24554672513017264, "fast_rcnn/fg_cls_accuracy": 0.7009462410315067, "iteration": 49159, "loss_box_reg": 0.2210765122435987, "loss_cls": 0.2178678085329011, "loss_mask": 0.26713696774095297, "loss_rpn_cls": 0.048244256773614325, "loss_rpn_loc": 0.06887147089582868, "loss_sem_seg": 0.37478357879444957, "lr": 0.02, "mask_rcnn/accuracy": 0.9230975713860876, "mask_rcnn/false_negative": 0.0859628441332877, "mask_rcnn/false_positive": 0.0866119047420998, "roi_head/num_bg_samples": 476.75, "roi_head/num_fg_samples": 35.25, "rpn/num_neg_anchors": 242.0, "rpn/num_pos_anchors": 14.0, "time": 0.5522231649993046, "total_loss": 1.1671707138302736} {"data_time": 0.011358927999026491, "eta_seconds": 124531.10630566461, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.35714285714285715, "fast_rcnn/fg_cls_accuracy": 0.5929894570893683, "iteration": 49179, "loss_box_reg": 0.2508013150654733, "loss_cls": 0.2308354377746582, "loss_mask": 0.2836269112303853, "loss_rpn_cls": 0.047490371915046126, "loss_rpn_loc": 0.0836292845197022, "loss_sem_seg": 0.4065399207174778, "lr": 0.02, "mask_rcnn/accuracy": 0.8821721870566408, "mask_rcnn/false_negative": 0.08929965171475901, "mask_rcnn/false_positive": 0.1641652250684013, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5707700309994834, "total_loss": 1.2821627925150096} {"data_time": 0.013169097001082264, "eta_seconds": 124584.06778266779, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.3062771359187578, "fast_rcnn/fg_cls_accuracy": 0.6396523547764077, "iteration": 49199, "loss_box_reg": 0.2408477235585451, "loss_cls": 0.2389549349900335, "loss_mask": 0.27689436823129654, "loss_rpn_cls": 0.05065450054826215, "loss_rpn_loc": 0.07960682117845863, "loss_sem_seg": 0.34999267058447003, "lr": 0.02, "mask_rcnn/accuracy": 0.8783719902434658, "mask_rcnn/false_negative": 0.09684267653928144, "mask_rcnn/false_positive": 0.13584831787071316, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.582307138500255, "total_loss": 1.2234758586273529} {"data_time": 0.012870620001194766, "eta_seconds": 124572.78304502777, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.42211097912777873, "fast_rcnn/fg_cls_accuracy": 0.5718649244866791, "iteration": 49219, "loss_box_reg": 0.277793659362942, "loss_cls": 0.24584580957889557, "loss_mask": 0.30040350183844566, "loss_rpn_cls": 0.06097172689624131, "loss_rpn_loc": 0.0907746353186667, "loss_sem_seg": 0.37797666480764747, "lr": 0.02, "mask_rcnn/accuracy": 0.8701620110463926, "mask_rcnn/false_negative": 0.1120444510833927, "mask_rcnn/false_positive": 0.15110814816652507, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.5670045634997223, "total_loss": 1.3888689689338207} {"data_time": 0.013483567499861238, "eta_seconds": 124524.72813451375, "fast_rcnn/cls_accuracy": 0.91357421875, "fast_rcnn/false_negative": 0.40183288409703505, "fast_rcnn/fg_cls_accuracy": 0.5425698324022347, "iteration": 49239, "loss_box_reg": 0.2461534976027906, "loss_cls": 0.25848588859662414, "loss_mask": 0.2821060065180063, "loss_rpn_cls": 0.06718132877722383, "loss_rpn_loc": 0.09465245401952416, "loss_sem_seg": 0.3809602346736938, "lr": 0.02, "mask_rcnn/accuracy": 0.8740989158487164, "mask_rcnn/false_negative": 0.11718906081754293, "mask_rcnn/false_positive": 0.13035022561085596, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5517608980007935, "total_loss": 1.3162778864207212} {"data_time": 0.011950514001000556, "eta_seconds": 124541.52641813457, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.36772658446895956, "fast_rcnn/fg_cls_accuracy": 0.5683006535947712, "iteration": 49259, "loss_box_reg": 0.23770931432954967, "loss_cls": 0.24505832744762301, "loss_mask": 0.2729381127282977, "loss_rpn_cls": 0.046682368381880224, "loss_rpn_loc": 0.07301686008577235, "loss_sem_seg": 0.39551832620054483, "lr": 0.02, "mask_rcnn/accuracy": 0.890744263680503, "mask_rcnn/false_negative": 0.09433917040958113, "mask_rcnn/false_positive": 0.13059652940248845, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 235.75, "rpn/num_pos_anchors": 20.25, "time": 0.5640718400009064, "total_loss": 1.2279177883465309} {"data_time": 0.012022496501231217, "eta_seconds": 124530.24246758455, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.4110823459125759, "fast_rcnn/fg_cls_accuracy": 0.5093636363636364, "iteration": 49279, "loss_box_reg": 0.2523145624436438, "loss_cls": 0.2490253853611648, "loss_mask": 0.27970526926219463, "loss_rpn_cls": 0.05014918989036232, "loss_rpn_loc": 0.08014477457618341, "loss_sem_seg": 0.3595562423579395, "lr": 0.02, "mask_rcnn/accuracy": 0.8869786980485626, "mask_rcnn/false_negative": 0.08764156025643882, "mask_rcnn/false_positive": 0.14063171343043118, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5598632990004262, "total_loss": 1.2810148113640025} {"data_time": 0.0131239465008548, "eta_seconds": 124511.22912625683, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.44980842911877394, "fast_rcnn/fg_cls_accuracy": 0.5265350877192982, "iteration": 49299, "loss_box_reg": 0.263530261348933, "loss_cls": 0.2487449338659644, "loss_mask": 0.2838633256033063, "loss_rpn_cls": 0.051803147260216065, "loss_rpn_loc": 0.0727652827044949, "loss_sem_seg": 0.4103694772347808, "lr": 0.02, "mask_rcnn/accuracy": 0.8756638037031473, "mask_rcnn/false_negative": 0.12546501155879308, "mask_rcnn/false_positive": 0.1324205609489539, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5564731920003396, "total_loss": 1.3613754169200547} {"data_time": 0.013693118002265692, "eta_seconds": 124479.60250883366, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.3948985507246377, "fast_rcnn/fg_cls_accuracy": 0.5641447368421053, "iteration": 49319, "loss_box_reg": 0.2471098373644054, "loss_cls": 0.24618577444925904, "loss_mask": 0.277217167429626, "loss_rpn_cls": 0.05122191342525184, "loss_rpn_loc": 0.0803968106629327, "loss_sem_seg": 0.3700302578508854, "lr": 0.02, "mask_rcnn/accuracy": 0.8824045972143799, "mask_rcnn/false_negative": 0.09578847276320523, "mask_rcnn/false_positive": 0.14994519401514267, "roi_head/num_bg_samples": 457.75, "roi_head/num_fg_samples": 54.25, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.551505712001017, "total_loss": 1.2512362136039883} {"data_time": 0.011855226499392302, "eta_seconds": 124419.4879403238, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.375366568914956, "fast_rcnn/fg_cls_accuracy": 0.6113653413353338, "iteration": 49339, "loss_box_reg": 0.23518616403453052, "loss_cls": 0.23009071266278625, "loss_mask": 0.26983459666371346, "loss_rpn_cls": 0.049772841040976346, "loss_rpn_loc": 0.07782020297599956, "loss_sem_seg": 0.37072778725996614, "lr": 0.02, "mask_rcnn/accuracy": 0.8778420675054683, "mask_rcnn/false_negative": 0.1061771358245093, "mask_rcnn/false_positive": 0.13657488424852202, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 234.25, "rpn/num_pos_anchors": 21.75, "time": 0.5583415034998325, "total_loss": 1.2476675690850243} {"data_time": 0.012916356499772519, "eta_seconds": 124439.33171099782, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.3973480127406176, "fast_rcnn/fg_cls_accuracy": 0.5194223384718126, "iteration": 49359, "loss_box_reg": 0.2577054789289832, "loss_cls": 0.2374526713974774, "loss_mask": 0.27461077738553286, "loss_rpn_cls": 0.050145606917794794, "loss_rpn_loc": 0.06629825566778891, "loss_sem_seg": 0.3477453710511327, "lr": 0.02, "mask_rcnn/accuracy": 0.8775894723092998, "mask_rcnn/false_negative": 0.10381798263223704, "mask_rcnn/false_positive": 0.12963035665099243, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5754140754997934, "total_loss": 1.2637291355640627} {"data_time": 0.012572040999657474, "eta_seconds": 124418.31711776521, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.45121951219512196, "fast_rcnn/fg_cls_accuracy": 0.49685663924794365, "iteration": 49379, "loss_box_reg": 0.23211920715402812, "loss_cls": 0.2529268835205585, "loss_mask": 0.2842251667752862, "loss_rpn_cls": 0.05232028785394505, "loss_rpn_loc": 0.07616631989367306, "loss_sem_seg": 0.33947577187791467, "lr": 0.02, "mask_rcnn/accuracy": 0.8751224262026238, "mask_rcnn/false_negative": 0.1134396065713678, "mask_rcnn/false_positive": 0.13218033266006363, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5677511904996209, "total_loss": 1.2934199012524914} {"data_time": 0.013323121000212268, "eta_seconds": 124424.3798652755, "fast_rcnn/cls_accuracy": 0.912109375, "fast_rcnn/false_negative": 0.3902815934065934, "fast_rcnn/fg_cls_accuracy": 0.5498511904761905, "iteration": 49399, "loss_box_reg": 0.2445138143375516, "loss_cls": 0.2474077334627509, "loss_mask": 0.2875302778556943, "loss_rpn_cls": 0.05387011921266094, "loss_rpn_loc": 0.07253905892139301, "loss_sem_seg": 0.3883349820971489, "lr": 0.02, "mask_rcnn/accuracy": 0.8845731912556689, "mask_rcnn/false_negative": 0.09849473922509117, "mask_rcnn/false_positive": 0.12678040039697203, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5734838785010652, "total_loss": 1.3174025185289793} {"data_time": 0.012308306999329943, "eta_seconds": 124433.62664170802, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.3251748251748252, "fast_rcnn/fg_cls_accuracy": 0.5533028122956181, "iteration": 49419, "loss_box_reg": 0.24750899174250662, "loss_cls": 0.25030872225761414, "loss_mask": 0.2692006006836891, "loss_rpn_cls": 0.05112858029315248, "loss_rpn_loc": 0.07884541049133986, "loss_sem_seg": 0.39816705416888, "lr": 0.02, "mask_rcnn/accuracy": 0.8931081956592161, "mask_rcnn/false_negative": 0.08321700316914404, "mask_rcnn/false_positive": 0.09441627846150936, "roi_head/num_bg_samples": 461.25, "roi_head/num_fg_samples": 50.75, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.5672898850007186, "total_loss": 1.319722614978673} {"data_time": 0.011153527000715258, "eta_seconds": 124355.80985816478, "fast_rcnn/cls_accuracy": 0.90966796875, "fast_rcnn/false_negative": 0.4964788732394366, "fast_rcnn/fg_cls_accuracy": 0.4636790439607341, "iteration": 49439, "loss_box_reg": 0.24239788250997663, "loss_cls": 0.2434558249078691, "loss_mask": 0.2818501703441143, "loss_rpn_cls": 0.05520701181376353, "loss_rpn_loc": 0.08123069512657821, "loss_sem_seg": 0.39030303549952805, "lr": 0.02, "mask_rcnn/accuracy": 0.880144393823103, "mask_rcnn/false_negative": 0.10224859908036338, "mask_rcnn/false_positive": 0.13285405101987247, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5620054669998353, "total_loss": 1.3064809564384632} {"data_time": 0.012354535498161567, "eta_seconds": 124341.91759231854, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.4483250856490293, "fast_rcnn/fg_cls_accuracy": 0.5217567567567567, "iteration": 49459, "loss_box_reg": 0.23834509099833667, "loss_cls": 0.24811272672377527, "loss_mask": 0.2725995033979416, "loss_rpn_cls": 0.04400219360832125, "loss_rpn_loc": 0.07655062613775954, "loss_sem_seg": 0.3759320196695626, "lr": 0.02, "mask_rcnn/accuracy": 0.8779114527426646, "mask_rcnn/false_negative": 0.12503107269395997, "mask_rcnn/false_positive": 0.13683206369675743, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5561005465006019, "total_loss": 1.2449630503542721} {"data_time": 0.012595786498422967, "eta_seconds": 124301.03700753223, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3753234989648033, "fast_rcnn/fg_cls_accuracy": 0.5167514374170721, "iteration": 49479, "loss_box_reg": 0.27539953403174877, "loss_cls": 0.25541646615602076, "loss_mask": 0.28773199394345284, "loss_rpn_cls": 0.05367090742220171, "loss_rpn_loc": 0.07966459565795958, "loss_sem_seg": 0.35163915157318115, "lr": 0.02, "mask_rcnn/accuracy": 0.8993197965010234, "mask_rcnn/false_negative": 0.08982380347101027, "mask_rcnn/false_positive": 0.1208338496970105, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5607515834999504, "total_loss": 1.2799148725462146} {"data_time": 0.013130078001267975, "eta_seconds": 124325.27298094393, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.4127532228360958, "fast_rcnn/fg_cls_accuracy": 0.5805011520737328, "iteration": 49499, "loss_box_reg": 0.23163388553075492, "loss_cls": 0.23786673555150628, "loss_mask": 0.262892990373075, "loss_rpn_cls": 0.047927124847774394, "loss_rpn_loc": 0.08404893544502556, "loss_sem_seg": 0.3854869971983135, "lr": 0.02, "mask_rcnn/accuracy": 0.88658443693469, "mask_rcnn/false_negative": 0.0930623775634579, "mask_rcnn/false_positive": 0.12327173087653193, "roi_head/num_bg_samples": 460.0, "roi_head/num_fg_samples": 52.0, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.570502493501408, "total_loss": 1.2604541628970765} {"data_time": 0.012635901000976446, "eta_seconds": 124323.78097963844, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.38963133640552994, "fast_rcnn/fg_cls_accuracy": 0.5776515151515151, "iteration": 49519, "loss_box_reg": 0.25335358642041683, "loss_cls": 0.25530663738027215, "loss_mask": 0.2827342599630356, "loss_rpn_cls": 0.05474987218622118, "loss_rpn_loc": 0.08332521907868795, "loss_sem_seg": 0.34559283778071404, "lr": 0.02, "mask_rcnn/accuracy": 0.8929613013158931, "mask_rcnn/false_negative": 0.08755385903305002, "mask_rcnn/false_positive": 0.11731057163533296, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5657735149998189, "total_loss": 1.333134387357859} {"data_time": 0.012364454500129796, "eta_seconds": 124308.50508325867, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.43701754385964914, "fast_rcnn/fg_cls_accuracy": 0.4814187998025527, "iteration": 49539, "loss_box_reg": 0.23593084095045924, "loss_cls": 0.24036174034699798, "loss_mask": 0.271112896502018, "loss_rpn_cls": 0.05372224049642682, "loss_rpn_loc": 0.08715356152970344, "loss_sem_seg": 0.3598228977061808, "lr": 0.02, "mask_rcnn/accuracy": 0.8857579756040348, "mask_rcnn/false_negative": 0.08144195376840703, "mask_rcnn/false_positive": 0.137663046838425, "roi_head/num_bg_samples": 458.75, "roi_head/num_fg_samples": 53.25, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5593938594993233, "total_loss": 1.2593613058852497} {"data_time": 0.013191915501010953, "eta_seconds": 124301.22596927843, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.34994767137624283, "fast_rcnn/fg_cls_accuracy": 0.6264117826617827, "iteration": 49559, "loss_box_reg": 0.2501245310995728, "loss_cls": 0.25000572623685, "loss_mask": 0.27388013433665037, "loss_rpn_cls": 0.05006094435520936, "loss_rpn_loc": 0.0895558258634992, "loss_sem_seg": 0.36980248242616653, "lr": 0.02, "mask_rcnn/accuracy": 0.8753028266675797, "mask_rcnn/false_negative": 0.10859444970122356, "mask_rcnn/false_positive": 0.12114839567972543, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5628286159990239, "total_loss": 1.2784505391027778} {"data_time": 0.012965885500307195, "eta_seconds": 124289.94846409842, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.33777065841802917, "fast_rcnn/fg_cls_accuracy": 0.5964334915046685, "iteration": 49579, "loss_box_reg": 0.24247991293668747, "loss_cls": 0.24877940258011222, "loss_mask": 0.26972989458590746, "loss_rpn_cls": 0.06281560624483973, "loss_rpn_loc": 0.08436188835185021, "loss_sem_seg": 0.4020719164982438, "lr": 0.02, "mask_rcnn/accuracy": 0.9003099016340961, "mask_rcnn/false_negative": 0.10746327024375762, "mask_rcnn/false_positive": 0.11297052465914381, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.557464985500701, "total_loss": 1.287111502198968} {"data_time": 0.01294123699881311, "eta_seconds": 124286.20184012424, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.39573984043879334, "fast_rcnn/fg_cls_accuracy": 0.48155073547743704, "iteration": 49599, "loss_box_reg": 0.2637643413618207, "loss_cls": 0.2449715305119753, "loss_mask": 0.2802473921328783, "loss_rpn_cls": 0.05049407383194193, "loss_rpn_loc": 0.09300723249907605, "loss_sem_seg": 0.3601994039490819, "lr": 0.02, "mask_rcnn/accuracy": 0.8922653131289422, "mask_rcnn/false_negative": 0.0906641488567564, "mask_rcnn/false_positive": 0.12247386467367025, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5768487549994461, "total_loss": 1.311551851045806} {"data_time": 0.012743839499307796, "eta_seconds": 124271.32637296233, "fast_rcnn/cls_accuracy": 0.91357421875, "fast_rcnn/false_negative": 0.4037613019891501, "fast_rcnn/fg_cls_accuracy": 0.5705244122965643, "iteration": 49619, "loss_box_reg": 0.24837141018360853, "loss_cls": 0.25518328114412725, "loss_mask": 0.28034474700689316, "loss_rpn_cls": 0.055988068983424455, "loss_rpn_loc": 0.09405750985024497, "loss_sem_seg": 0.39640615275129676, "lr": 0.02, "mask_rcnn/accuracy": 0.8703227478016742, "mask_rcnn/false_negative": 0.10670498587910107, "mask_rcnn/false_positive": 0.14272867493601232, "roi_head/num_bg_samples": 433.0, "roi_head/num_fg_samples": 79.0, "rpn/num_neg_anchors": 207.0, "rpn/num_pos_anchors": 49.0, "time": 0.5617505589998473, "total_loss": 1.3046215544018196} {"data_time": 0.012181673000668525, "eta_seconds": 124276.28349747296, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.3444355980184005, "fast_rcnn/fg_cls_accuracy": 0.5844626643176583, "iteration": 49639, "loss_box_reg": 0.23899903520941734, "loss_cls": 0.26006392342969775, "loss_mask": 0.27703688852488995, "loss_rpn_cls": 0.05280140586546622, "loss_rpn_loc": 0.06993090047035366, "loss_sem_seg": 0.4140296382829547, "lr": 0.02, "mask_rcnn/accuracy": 0.89844792901462, "mask_rcnn/false_negative": 0.08890581501303371, "mask_rcnn/false_positive": 0.11735184130611233, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 235.25, "rpn/num_pos_anchors": 20.75, "time": 0.5615037370007485, "total_loss": 1.3619494088925421} {"data_time": 0.012516744500317145, "eta_seconds": 124251.35734178068, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.36367624479052424, "fast_rcnn/fg_cls_accuracy": 0.6150471594647949, "iteration": 49659, "loss_box_reg": 0.23173848865553737, "loss_cls": 0.2328116735443473, "loss_mask": 0.2746491450816393, "loss_rpn_cls": 0.061150354566052556, "loss_rpn_loc": 0.08094619505573064, "loss_sem_seg": 0.36458063311874866, "lr": 0.02, "mask_rcnn/accuracy": 0.8942561254800714, "mask_rcnn/false_negative": 0.0899472634664185, "mask_rcnn/false_positive": 0.13119280282573254, "roi_head/num_bg_samples": 460.75, "roi_head/num_fg_samples": 51.25, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5500124904974655, "total_loss": 1.292714275070466} {"data_time": 0.01244481449975865, "eta_seconds": 124237.44442636361, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3827527612574342, "fast_rcnn/fg_cls_accuracy": 0.5348968407479046, "iteration": 49679, "loss_box_reg": 0.2314069950953126, "loss_cls": 0.23214501282200217, "loss_mask": 0.2796514527872205, "loss_rpn_cls": 0.05114378943108022, "loss_rpn_loc": 0.07064048602478579, "loss_sem_seg": 0.40888489596545696, "lr": 0.02, "mask_rcnn/accuracy": 0.8774932702460039, "mask_rcnn/false_negative": 0.11341210757547071, "mask_rcnn/false_positive": 0.13277362072892784, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5543230965013208, "total_loss": 1.2713896761997603} {"data_time": 0.01239255449945631, "eta_seconds": 124209.21771103486, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.4525785572606744, "fast_rcnn/fg_cls_accuracy": 0.49830403946962687, "iteration": 49699, "loss_box_reg": 0.24824035167694092, "loss_cls": 0.24549166858196259, "loss_mask": 0.283031546510756, "loss_rpn_cls": 0.06103734119096771, "loss_rpn_loc": 0.0937073610839434, "loss_sem_seg": 0.3837631195783615, "lr": 0.02, "mask_rcnn/accuracy": 0.883981559734908, "mask_rcnn/false_negative": 0.08678080310235059, "mask_rcnn/false_positive": 0.14369853327681198, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.5465487999990728, "total_loss": 1.2892161977360956} {"data_time": 0.013288863001434947, "eta_seconds": 124103.19831416837, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.3348911917098446, "fast_rcnn/fg_cls_accuracy": 0.6452140714480502, "iteration": 49719, "loss_box_reg": 0.218406435335055, "loss_cls": 0.2255660155788064, "loss_mask": 0.2651364877820015, "loss_rpn_cls": 0.0424311550159473, "loss_rpn_loc": 0.06921432650415227, "loss_sem_seg": 0.350785362534225, "lr": 0.02, "mask_rcnn/accuracy": 0.8784647272370487, "mask_rcnn/false_negative": 0.08335014332783944, "mask_rcnn/false_positive": 0.10815239700576235, "roi_head/num_bg_samples": 456.5, "roi_head/num_fg_samples": 55.5, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5598616439983743, "total_loss": 1.1964654303737916} {"data_time": 0.01307465700119792, "eta_seconds": 124091.93059717833, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.4157037037037037, "fast_rcnn/fg_cls_accuracy": 0.5641932367149758, "iteration": 49739, "loss_box_reg": 0.2400714608374983, "loss_cls": 0.2286307793110609, "loss_mask": 0.2880009077489376, "loss_rpn_cls": 0.048323940427508205, "loss_rpn_loc": 0.0782155170745682, "loss_sem_seg": 0.38542529195547104, "lr": 0.02, "mask_rcnn/accuracy": 0.8694645031217149, "mask_rcnn/false_negative": 0.10981073746296859, "mask_rcnn/false_positive": 0.14703739977280994, "roi_head/num_bg_samples": 458.25, "roi_head/num_fg_samples": 53.75, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5610710269993433, "total_loss": 1.2956432985374704} {"data_time": 0.013125456998750451, "eta_seconds": 124063.48815584584, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.38377281947261666, "fast_rcnn/fg_cls_accuracy": 0.6074036511156187, "iteration": 49759, "loss_box_reg": 0.2516835564747453, "loss_cls": 0.23841627652291209, "loss_mask": 0.28084869030863047, "loss_rpn_cls": 0.04479567579983268, "loss_rpn_loc": 0.07370330602861941, "loss_sem_seg": 0.3594645285047591, "lr": 0.02, "mask_rcnn/accuracy": 0.8757446918161204, "mask_rcnn/false_negative": 0.09332864859127762, "mask_rcnn/false_positive": 0.15367638352317775, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5500586060006754, "total_loss": 1.255303650163114} {"data_time": 0.013240689499070868, "eta_seconds": 124016.92486678695, "fast_rcnn/cls_accuracy": 0.90966796875, "fast_rcnn/false_negative": 0.4002554278416347, "fast_rcnn/fg_cls_accuracy": 0.573565876354721, "iteration": 49779, "loss_box_reg": 0.2358267051167786, "loss_cls": 0.24829507106915116, "loss_mask": 0.26161914551630616, "loss_rpn_cls": 0.047540355823002756, "loss_rpn_loc": 0.07666741369757801, "loss_sem_seg": 0.37679833453148603, "lr": 0.02, "mask_rcnn/accuracy": 0.8713963327076113, "mask_rcnn/false_negative": 0.11651468724866418, "mask_rcnn/false_positive": 0.1430506840509726, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.5570560470005148, "total_loss": 1.2688917880877852} {"data_time": 0.013578488000348443, "eta_seconds": 124005.66191503695, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.34514592019058965, "fast_rcnn/fg_cls_accuracy": 0.5728205794465376, "iteration": 49799, "loss_box_reg": 0.2467523547820747, "loss_cls": 0.22416703961789608, "loss_mask": 0.2723436150699854, "loss_rpn_cls": 0.05322837014682591, "loss_rpn_loc": 0.08262782037490979, "loss_sem_seg": 0.38236339669674635, "lr": 0.02, "mask_rcnn/accuracy": 0.9037828630953324, "mask_rcnn/false_negative": 0.09021447374038352, "mask_rcnn/false_positive": 0.10171508041757965, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.561961022000105, "total_loss": 1.2411380326957442} {"data_time": 0.013516143999368069, "eta_seconds": 123722.25744926014, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.30120937263794406, "fast_rcnn/fg_cls_accuracy": 0.6157341411261582, "iteration": 49819, "loss_box_reg": 0.2334007155150175, "loss_cls": 0.23536728974431753, "loss_mask": 0.27779941633343697, "loss_rpn_cls": 0.05547004644176923, "loss_rpn_loc": 0.06997219994082116, "loss_sem_seg": 0.4181181744206697, "lr": 0.02, "mask_rcnn/accuracy": 0.9039874032110058, "mask_rcnn/false_negative": 0.09095738355470398, "mask_rcnn/false_positive": 0.10299388676188773, "roi_head/num_bg_samples": 459.75, "roi_head/num_fg_samples": 52.25, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5434870864992263, "total_loss": 1.352170656900853} {"data_time": 0.012478684500820236, "eta_seconds": 123643.10406194653, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.375, "fast_rcnn/fg_cls_accuracy": 0.5824899598393574, "iteration": 49839, "loss_box_reg": 0.2712734721135348, "loss_cls": 0.26044947281479836, "loss_mask": 0.2860712204128504, "loss_rpn_cls": 0.06012177234515548, "loss_rpn_loc": 0.08820297726197168, "loss_sem_seg": 0.40223555732518435, "lr": 0.02, "mask_rcnn/accuracy": 0.8782839508833906, "mask_rcnn/false_negative": 0.0753778026430591, "mask_rcnn/false_positive": 0.1447219030348923, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5589822184992954, "total_loss": 1.3860970864188857} {"data_time": 0.012177354499726789, "eta_seconds": 123528.16071255272, "fast_rcnn/cls_accuracy": 0.904296875, "fast_rcnn/false_negative": 0.41129753914988815, "fast_rcnn/fg_cls_accuracy": 0.5594513249844323, "iteration": 49859, "loss_box_reg": 0.26717429980635643, "loss_cls": 0.2714306181296706, "loss_mask": 0.28491200413554907, "loss_rpn_cls": 0.051015909120906144, "loss_rpn_loc": 0.08292680405429564, "loss_sem_seg": 0.35693869832903147, "lr": 0.02, "mask_rcnn/accuracy": 0.8718814504417964, "mask_rcnn/false_negative": 0.11749654310459579, "mask_rcnn/false_positive": 0.15987142680699584, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.5655244659992604, "total_loss": 1.309967325636535} {"data_time": 0.01154880600006436, "eta_seconds": 123516.93807245273, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.4496524602158405, "fast_rcnn/fg_cls_accuracy": 0.5308670203036401, "iteration": 49879, "loss_box_reg": 0.24843245465308428, "loss_cls": 0.22638606885448098, "loss_mask": 0.2878410667181015, "loss_rpn_cls": 0.048585491720587015, "loss_rpn_loc": 0.08609595766756684, "loss_sem_seg": 0.35357728600502014, "lr": 0.02, "mask_rcnn/accuracy": 0.8580378370383355, "mask_rcnn/false_negative": 0.1290568016316438, "mask_rcnn/false_positive": 0.1401501280612923, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.5621090519998688, "total_loss": 1.2570404702564701} {"data_time": 0.012910047498735366, "eta_seconds": 123603.41749604356, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.4239810822089303, "fast_rcnn/fg_cls_accuracy": 0.535594839942666, "iteration": 49899, "loss_box_reg": 0.2572495066560805, "loss_cls": 0.26288546482101083, "loss_mask": 0.2753476845100522, "loss_rpn_cls": 0.0594001617282629, "loss_rpn_loc": 0.08378592773806304, "loss_sem_seg": 0.33562891255132854, "lr": 0.02, "mask_rcnn/accuracy": 0.8759985656350452, "mask_rcnn/false_negative": 0.09675310726342434, "mask_rcnn/false_positive": 0.1348261526663051, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.560281631498583, "total_loss": 1.258700920152478} {"data_time": 0.012384937499518855, "eta_seconds": 123593.72247342914, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.3556376573617953, "fast_rcnn/fg_cls_accuracy": 0.5530049261083744, "iteration": 49919, "loss_box_reg": 0.24255745857954025, "loss_cls": 0.22670155647210777, "loss_mask": 0.27860656287521124, "loss_rpn_cls": 0.0531453147996217, "loss_rpn_loc": 0.07966977905016392, "loss_sem_seg": 0.346256360411644, "lr": 0.02, "mask_rcnn/accuracy": 0.8790881447642827, "mask_rcnn/false_negative": 0.0890770972409192, "mask_rcnn/false_positive": 0.14942699465386855, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.5616058359992167, "total_loss": 1.2399417888955213} {"data_time": 0.01282232950143225, "eta_seconds": 123582.49081576914, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.4291294642857143, "fast_rcnn/fg_cls_accuracy": 0.5679713369205298, "iteration": 49939, "loss_box_reg": 0.23054773942567408, "loss_cls": 0.23771753441542387, "loss_mask": 0.27220779145136476, "loss_rpn_cls": 0.05042726919054985, "loss_rpn_loc": 0.07815984624903649, "loss_sem_seg": 0.3566947774961591, "lr": 0.02, "mask_rcnn/accuracy": 0.8806396701003771, "mask_rcnn/false_negative": 0.10143912382946568, "mask_rcnn/false_positive": 0.12707666538231757, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.5641314530003001, "total_loss": 1.283525830542203} {"data_time": 0.012157354500232032, "eta_seconds": 123571.25915810915, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.36214515586723667, "fast_rcnn/fg_cls_accuracy": 0.6293830932634948, "iteration": 49959, "loss_box_reg": 0.2624576867092401, "loss_cls": 0.2571359951980412, "loss_mask": 0.28783007990568876, "loss_rpn_cls": 0.05786200659349561, "loss_rpn_loc": 0.08984133310150355, "loss_sem_seg": 0.3780144667252898, "lr": 0.02, "mask_rcnn/accuracy": 0.8769384946961241, "mask_rcnn/false_negative": 0.09650260987820436, "mask_rcnn/false_positive": 0.13836517637109938, "roi_head/num_bg_samples": 457.5, "roi_head/num_fg_samples": 54.5, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5832603634989937, "total_loss": 1.3446842834237032} {"data_time": 0.013369164498726605, "eta_seconds": 123460.8248719528, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.412047526941144, "fast_rcnn/fg_cls_accuracy": 0.5501373626373627, "iteration": 49979, "loss_box_reg": 0.2297438415698707, "loss_cls": 0.2163999960757792, "loss_mask": 0.2808390986174345, "loss_rpn_cls": 0.04764093994162977, "loss_rpn_loc": 0.06447213178034872, "loss_sem_seg": 0.32787778112106025, "lr": 0.02, "mask_rcnn/accuracy": 0.8818137080553375, "mask_rcnn/false_negative": 0.09574485690854162, "mask_rcnn/false_positive": 0.1193313618959724, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.546261814501122, "total_loss": 1.2075921775540337} {"data_time": 0.012978702499822248, "eta_seconds": 123399.2149626473, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3827084126379901, "fast_rcnn/fg_cls_accuracy": 0.54710846363862, "iteration": 49999, "loss_box_reg": 0.24899431178346276, "loss_cls": 0.25105025013908744, "loss_mask": 0.27121099177747965, "loss_rpn_cls": 0.05062252358766273, "loss_rpn_loc": 0.08723148904391564, "loss_sem_seg": 0.35206427751109004, "lr": 0.02, "mask_rcnn/accuracy": 0.8893490729625183, "mask_rcnn/false_negative": 0.07687241512314548, "mask_rcnn/false_positive": 0.14457402485703136, "roi_head/num_bg_samples": 459.75, "roi_head/num_fg_samples": 52.25, "rpn/num_neg_anchors": 237.5, "rpn/num_pos_anchors": 18.5, "time": 0.5583874589992774, "total_loss": 1.275005480129039} {"data_time": 0.013051168500169297, "eta_seconds": 123361.23291526116, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.3240604274134119, "fast_rcnn/fg_cls_accuracy": 0.6092722039473684, "iteration": 50019, "loss_box_reg": 0.24555522808805108, "loss_cls": 0.22543037659488618, "loss_mask": 0.2713558627292514, "loss_rpn_cls": 0.053831571887712926, "loss_rpn_loc": 0.09113781362248119, "loss_sem_seg": 0.3698547105304897, "lr": 0.02, "mask_rcnn/accuracy": 0.8837615815556992, "mask_rcnn/false_negative": 0.09782853718835663, "mask_rcnn/false_positive": 0.13794165160107558, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5595230500002799, "total_loss": 1.2386589948728215} {"data_time": 0.012849465498220525, "eta_seconds": 123380.57790032309, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.3802033635496183, "fast_rcnn/fg_cls_accuracy": 0.5448924731182796, "iteration": 50039, "loss_box_reg": 0.2636468457058072, "loss_cls": 0.2538287756033242, "loss_mask": 0.2694126470014453, "loss_rpn_cls": 0.0596853529496002, "loss_rpn_loc": 0.08048040181165561, "loss_sem_seg": 0.3770225797779858, "lr": 0.02, "mask_rcnn/accuracy": 0.8932627454390847, "mask_rcnn/false_negative": 0.07747081752186108, "mask_rcnn/false_positive": 0.14096726231291262, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5619385030004196, "total_loss": 1.3243939012754709} {"data_time": 0.013086001998090069, "eta_seconds": 123404.93517226324, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.3939272199471256, "fast_rcnn/fg_cls_accuracy": 0.5845928413843063, "iteration": 50059, "loss_box_reg": 0.25474800541996956, "loss_cls": 0.2416319358162582, "loss_mask": 0.28012864757329226, "loss_rpn_cls": 0.053369769419077784, "loss_rpn_loc": 0.08081453759223223, "loss_sem_seg": 0.3916040505282581, "lr": 0.02, "mask_rcnn/accuracy": 0.8699698466732171, "mask_rcnn/false_negative": 0.09040781090452571, "mask_rcnn/false_positive": 0.17627836073797346, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.566138078500444, "total_loss": 1.2991896733874455} {"data_time": 0.012488744499933091, "eta_seconds": 123503.79322929717, "fast_rcnn/cls_accuracy": 0.91162109375, "fast_rcnn/false_negative": 0.38414991216084327, "fast_rcnn/fg_cls_accuracy": 0.5949600857857739, "iteration": 50079, "loss_box_reg": 0.23342291451990604, "loss_cls": 0.23023371514864266, "loss_mask": 0.2785283224657178, "loss_rpn_cls": 0.039981133362744004, "loss_rpn_loc": 0.07588798308279365, "loss_sem_seg": 0.37993022706359625, "lr": 0.02, "mask_rcnn/accuracy": 0.8690688363257391, "mask_rcnn/false_negative": 0.11985846333009477, "mask_rcnn/false_positive": 0.14944788538230808, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.570529284001168, "total_loss": 1.2621094095520675} {"data_time": 0.012299054500545026, "eta_seconds": 123527.27207171361, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.39578111946533, "fast_rcnn/fg_cls_accuracy": 0.5208730158730159, "iteration": 50099, "loss_box_reg": 0.2210146770812571, "loss_cls": 0.24566589249297976, "loss_mask": 0.2778571546077728, "loss_rpn_cls": 0.05618780746590346, "loss_rpn_loc": 0.08381871820893139, "loss_sem_seg": 0.3935000537894666, "lr": 0.02, "mask_rcnn/accuracy": 0.8842812567504879, "mask_rcnn/false_negative": 0.08701610955168765, "mask_rcnn/false_positive": 0.12189833239908024, "roi_head/num_bg_samples": 472.75, "roi_head/num_fg_samples": 39.25, "rpn/num_neg_anchors": 242.25, "rpn/num_pos_anchors": 13.75, "time": 0.5802847869999823, "total_loss": 1.304084713687189} {"data_time": 0.013763685499725398, "eta_seconds": 123516.03726404364, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.4455502173415694, "fast_rcnn/fg_cls_accuracy": 0.48831229546517063, "iteration": 50119, "loss_box_reg": 0.23128222208470106, "loss_cls": 0.2440366419032216, "loss_mask": 0.2709577400237322, "loss_rpn_cls": 0.05237635364755988, "loss_rpn_loc": 0.08100960112642497, "loss_sem_seg": 0.4127690070308745, "lr": 0.02, "mask_rcnn/accuracy": 0.8857734459917237, "mask_rcnn/false_negative": 0.08776028616246422, "mask_rcnn/false_positive": 0.1402287400547735, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5653425804994185, "total_loss": 1.2878320884192362} {"data_time": 0.012986445499336696, "eta_seconds": 123515.90653642645, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.40597691404721536, "fast_rcnn/fg_cls_accuracy": 0.5295868347338936, "iteration": 50139, "loss_box_reg": 0.25793269695714116, "loss_cls": 0.23957242770120502, "loss_mask": 0.2684849938377738, "loss_rpn_cls": 0.049757613363908604, "loss_rpn_loc": 0.07446452311705798, "loss_sem_seg": 0.3694383315742016, "lr": 0.02, "mask_rcnn/accuracy": 0.8769137277407111, "mask_rcnn/false_negative": 0.1328725165588182, "mask_rcnn/false_positive": 0.12499835651925317, "roi_head/num_bg_samples": 430.25, "roi_head/num_fg_samples": 81.75, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.561191354499897, "total_loss": 1.2630064832774224} {"data_time": 0.012329625500569819, "eta_seconds": 123589.9834259243, "fast_rcnn/cls_accuracy": 0.91259765625, "fast_rcnn/false_negative": 0.42601848236366, "fast_rcnn/fg_cls_accuracy": 0.5326644370122631, "iteration": 50159, "loss_box_reg": 0.24903171928599477, "loss_cls": 0.23987305164337158, "loss_mask": 0.27627024706453085, "loss_rpn_cls": 0.051860794716048986, "loss_rpn_loc": 0.0827696468331851, "loss_sem_seg": 0.38044743658974767, "lr": 0.02, "mask_rcnn/accuracy": 0.8631387834533313, "mask_rcnn/false_negative": 0.11695872389469841, "mask_rcnn/false_positive": 0.1490025136150484, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.567252324999572, "total_loss": 1.2692548213235568} {"data_time": 0.012235367999892333, "eta_seconds": 123621.08462605847, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.32453703703703707, "fast_rcnn/fg_cls_accuracy": 0.6158158158158158, "iteration": 50179, "loss_box_reg": 0.23136464483104646, "loss_cls": 0.2244282045867294, "loss_mask": 0.2781830905005336, "loss_rpn_cls": 0.051376452611293644, "loss_rpn_loc": 0.08351379699888639, "loss_sem_seg": 0.3249927079305053, "lr": 0.02, "mask_rcnn/accuracy": 0.8843055390760957, "mask_rcnn/false_negative": 0.09510926293288868, "mask_rcnn/false_positive": 0.14619083627371324, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5664699280023342, "total_loss": 1.1857889669481665} {"data_time": 0.012695858000370208, "eta_seconds": 123693.32431778229, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.4058273381294964, "fast_rcnn/fg_cls_accuracy": 0.5799386503067485, "iteration": 50199, "loss_box_reg": 0.25206987652927637, "loss_cls": 0.22824502852745354, "loss_mask": 0.28426884580403566, "loss_rpn_cls": 0.053199781803414226, "loss_rpn_loc": 0.07856808160431683, "loss_sem_seg": 0.3693230655044317, "lr": 0.02, "mask_rcnn/accuracy": 0.9020242466145336, "mask_rcnn/false_negative": 0.11029178131829045, "mask_rcnn/false_positive": 0.11799269283169136, "roi_head/num_bg_samples": 459.75, "roi_head/num_fg_samples": 52.25, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5757679785001528, "total_loss": 1.3093198125134222} {"data_time": 0.011896788999365526, "eta_seconds": 123724.00383353459, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.38153846153846155, "fast_rcnn/fg_cls_accuracy": 0.5513019821220365, "iteration": 50219, "loss_box_reg": 0.24835175182670355, "loss_cls": 0.24997532577253878, "loss_mask": 0.26988520193845034, "loss_rpn_cls": 0.05129149791901, "loss_rpn_loc": 0.07860166858881712, "loss_sem_seg": 0.381621612701565, "lr": 0.02, "mask_rcnn/accuracy": 0.879292143686743, "mask_rcnn/false_negative": 0.09214405333239556, "mask_rcnn/false_positive": 0.15029006354177282, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5663736770002288, "total_loss": 1.306989633012563} {"data_time": 0.013649349499246455, "eta_seconds": 123775.42511235001, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.39980014534883723, "fast_rcnn/fg_cls_accuracy": 0.5696022727272727, "iteration": 50239, "loss_box_reg": 0.2684937370941043, "loss_cls": 0.2507828320376575, "loss_mask": 0.2782084634527564, "loss_rpn_cls": 0.05369433807209134, "loss_rpn_loc": 0.0865345016354695, "loss_sem_seg": 0.37790766498073936, "lr": 0.02, "mask_rcnn/accuracy": 0.8893636869083297, "mask_rcnn/false_negative": 0.09350157945173156, "mask_rcnn/false_positive": 0.1431098992241518, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5730362510003033, "total_loss": 1.3182837826898322} {"data_time": 0.013455722499202238, "eta_seconds": 123701.48614477468, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3975279106858054, "fast_rcnn/fg_cls_accuracy": 0.5152992350382481, "iteration": 50259, "loss_box_reg": 0.25222073844633996, "loss_cls": 0.25416357815265656, "loss_mask": 0.2728353003039956, "loss_rpn_cls": 0.05403266736539081, "loss_rpn_loc": 0.08513528166804463, "loss_sem_seg": 0.4260022025555372, "lr": 0.02, "mask_rcnn/accuracy": 0.8643838394375144, "mask_rcnn/false_negative": 0.10677010109574311, "mask_rcnn/false_positive": 0.1570843346693327, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.550956684999619, "total_loss": 1.3204945792385843} {"data_time": 0.012409678000040003, "eta_seconds": 123671.43489289742, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.35921610169491525, "fast_rcnn/fg_cls_accuracy": 0.5678465432960894, "iteration": 50279, "loss_box_reg": 0.24971509771421552, "loss_cls": 0.24841854069381952, "loss_mask": 0.2717696502804756, "loss_rpn_cls": 0.054845401376951486, "loss_rpn_loc": 0.08170870126923546, "loss_sem_seg": 0.3516083527356386, "lr": 0.02, "mask_rcnn/accuracy": 0.8892522051193359, "mask_rcnn/false_negative": 0.09939717358041943, "mask_rcnn/false_positive": 0.13397065433650773, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5602006189983513, "total_loss": 1.268796379721607} {"data_time": 0.013284893502714112, "eta_seconds": 123732.21145577545, "fast_rcnn/cls_accuracy": 0.9072265625, "fast_rcnn/false_negative": 0.4398110661268556, "fast_rcnn/fg_cls_accuracy": 0.5024328399122807, "iteration": 50299, "loss_box_reg": 0.25262919580563903, "loss_cls": 0.23843434313312173, "loss_mask": 0.2748783165588975, "loss_rpn_cls": 0.05109913824708201, "loss_rpn_loc": 0.07634660939220339, "loss_sem_seg": 0.43690811935812235, "lr": 0.02, "mask_rcnn/accuracy": 0.8859329099118702, "mask_rcnn/false_negative": 0.10826641525357728, "mask_rcnn/false_positive": 0.11104553908574608, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.565016046000892, "total_loss": 1.306915301072877} {"data_time": 0.012684859000728466, "eta_seconds": 123738.57178298176, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.45790231573997886, "fast_rcnn/fg_cls_accuracy": 0.4902597402597403, "iteration": 50319, "loss_box_reg": 0.267039499245584, "loss_cls": 0.24875420471653342, "loss_mask": 0.28171537071466446, "loss_rpn_cls": 0.05596444371622056, "loss_rpn_loc": 0.08678799890913069, "loss_sem_seg": 0.36608227901160717, "lr": 0.02, "mask_rcnn/accuracy": 0.8833212347034736, "mask_rcnn/false_negative": 0.09727637215426724, "mask_rcnn/false_positive": 0.1342491951485062, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5650137675002043, "total_loss": 1.31532398154377} {"data_time": 0.011960112000451772, "eta_seconds": 123738.56235562827, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.3923702643669503, "fast_rcnn/fg_cls_accuracy": 0.5686221501306659, "iteration": 50339, "loss_box_reg": 0.2554920995607972, "loss_cls": 0.23174734832718968, "loss_mask": 0.2809782540425658, "loss_rpn_cls": 0.051761862385319546, "loss_rpn_loc": 0.07615746004739776, "loss_sem_seg": 0.39243488386273384, "lr": 0.02, "mask_rcnn/accuracy": 0.8734956931357774, "mask_rcnn/false_negative": 0.09523028073756863, "mask_rcnn/false_positive": 0.12944081807495836, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.5633597345004091, "total_loss": 1.2790837049251422} {"data_time": 0.012969706000149017, "eta_seconds": 123707.83781972993, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.3228059435694808, "fast_rcnn/fg_cls_accuracy": 0.6551034274497962, "iteration": 50359, "loss_box_reg": 0.24678379530087113, "loss_cls": 0.2513327766209841, "loss_mask": 0.2726877760142088, "loss_rpn_cls": 0.052655024570412934, "loss_rpn_loc": 0.08042430487694219, "loss_sem_seg": 0.37311101565137506, "lr": 0.02, "mask_rcnn/accuracy": 0.8679409315584847, "mask_rcnn/false_negative": 0.09952374185230914, "mask_rcnn/false_positive": 0.13392426873633845, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.5669833475003543, "total_loss": 1.3121950330096297} {"data_time": 0.01279403800072032, "eta_seconds": 123704.7758957317, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.3773476866697206, "fast_rcnn/fg_cls_accuracy": 0.5702362609142271, "iteration": 50379, "loss_box_reg": 0.267071352340281, "loss_cls": 0.24069779412820935, "loss_mask": 0.2654870664700866, "loss_rpn_cls": 0.05590523543651216, "loss_rpn_loc": 0.08921015047235414, "loss_sem_seg": 0.36000193376094103, "lr": 0.02, "mask_rcnn/accuracy": 0.8993653075637035, "mask_rcnn/false_negative": 0.08134287629708552, "mask_rcnn/false_positive": 0.10891150759115573, "roi_head/num_bg_samples": 464.25, "roi_head/num_fg_samples": 47.75, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.569877080999504, "total_loss": 1.285100595880067} {"data_time": 0.01188104100219789, "eta_seconds": 123653.49205024255, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.35357337202974787, "fast_rcnn/fg_cls_accuracy": 0.6094231815708326, "iteration": 50399, "loss_box_reg": 0.26194671960547566, "loss_cls": 0.2584488559514284, "loss_mask": 0.268103604670614, "loss_rpn_cls": 0.05668271804461256, "loss_rpn_loc": 0.07868765806779265, "loss_sem_seg": 0.3668528273701668, "lr": 0.02, "mask_rcnn/accuracy": 0.8803342633349636, "mask_rcnn/false_negative": 0.11653282603922112, "mask_rcnn/false_positive": 0.13156956451485458, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.5588175965003757, "total_loss": 1.3095395172131248} {"data_time": 0.012000361000900739, "eta_seconds": 123582.73877028798, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.41551104262968674, "fast_rcnn/fg_cls_accuracy": 0.550440251572327, "iteration": 50419, "loss_box_reg": 0.24916455009952188, "loss_cls": 0.2461853502318263, "loss_mask": 0.28763587307184935, "loss_rpn_cls": 0.05224089266266674, "loss_rpn_loc": 0.07480332878185436, "loss_sem_seg": 0.36294643580913544, "lr": 0.02, "mask_rcnn/accuracy": 0.8763094757167624, "mask_rcnn/false_negative": 0.11564789708699667, "mask_rcnn/false_positive": 0.13400953958118866, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.5624407409995911, "total_loss": 1.2994867440429516} {"data_time": 0.011853235499074799, "eta_seconds": 123581.37782241775, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.37206764866339337, "fast_rcnn/fg_cls_accuracy": 0.6063467940367636, "iteration": 50439, "loss_box_reg": 0.24187564523890615, "loss_cls": 0.23206271696835756, "loss_mask": 0.27941890247166157, "loss_rpn_cls": 0.04794847150333226, "loss_rpn_loc": 0.0858782212017104, "loss_sem_seg": 0.3953170492313802, "lr": 0.02, "mask_rcnn/accuracy": 0.8948368291085431, "mask_rcnn/false_negative": 0.07733801773930965, "mask_rcnn/false_positive": 0.11732851229330885, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5675616434982658, "total_loss": 1.3030652020534035} {"data_time": 0.013071556000795681, "eta_seconds": 123560.226305408, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.45699634838007924, "fast_rcnn/fg_cls_accuracy": 0.4856570774762995, "iteration": 50459, "loss_box_reg": 0.2457644899841398, "loss_cls": 0.22396707523148507, "loss_mask": 0.26303419657051563, "loss_rpn_cls": 0.042302352318074554, "loss_rpn_loc": 0.07668668375117704, "loss_sem_seg": 0.3445494109764695, "lr": 0.02, "mask_rcnn/accuracy": 0.8792315090761642, "mask_rcnn/false_negative": 0.10651205821035875, "mask_rcnn/false_positive": 0.14201027773036035, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.557984392002254, "total_loss": 1.175388547591865} {"data_time": 0.012372668497846462, "eta_seconds": 123452.3731499583, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.371825715049452, "fast_rcnn/fg_cls_accuracy": 0.6021533161068044, "iteration": 50479, "loss_box_reg": 0.23140843072906137, "loss_cls": 0.2362800450064242, "loss_mask": 0.267904763109982, "loss_rpn_cls": 0.054959435015916824, "loss_rpn_loc": 0.07438985753105953, "loss_sem_seg": 0.3569581527262926, "lr": 0.02, "mask_rcnn/accuracy": 0.8781414869205562, "mask_rcnn/false_negative": 0.09270397773854544, "mask_rcnn/false_positive": 0.1445286760516386, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 234.25, "rpn/num_pos_anchors": 21.75, "time": 0.5511459769986686, "total_loss": 1.2409472744038794} {"data_time": 0.012908366999909049, "eta_seconds": 123431.68037045866, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.4492897727272727, "fast_rcnn/fg_cls_accuracy": 0.4639414163885799, "iteration": 50499, "loss_box_reg": 0.2383335989434272, "loss_cls": 0.22414872655645013, "loss_mask": 0.26600019447505474, "loss_rpn_cls": 0.051670627159182914, "loss_rpn_loc": 0.0803136725735385, "loss_sem_seg": 0.3583340586628765, "lr": 0.02, "mask_rcnn/accuracy": 0.8884655038810596, "mask_rcnn/false_negative": 0.11303086582851529, "mask_rcnn/false_positive": 0.13348284765033874, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5711417634993268, "total_loss": 1.2769131867826218} {"data_time": 0.012621665999176912, "eta_seconds": 123376.38209695905, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.41269489723600283, "fast_rcnn/fg_cls_accuracy": 0.5481677704194261, "iteration": 50519, "loss_box_reg": 0.25237071816809475, "loss_cls": 0.24713080143556, "loss_mask": 0.28764343447983265, "loss_rpn_cls": 0.04988895665155724, "loss_rpn_loc": 0.0787464109598659, "loss_sem_seg": 0.37013188283890486, "lr": 0.02, "mask_rcnn/accuracy": 0.8568868048047034, "mask_rcnn/false_negative": 0.10952285509268236, "mask_rcnn/false_positive": 0.16420204762830448, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5537906129975454, "total_loss": 1.298306193391909} {"data_time": 0.01358055699893157, "eta_seconds": 123383.97456128379, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.42984934086629, "fast_rcnn/fg_cls_accuracy": 0.5259388308168795, "iteration": 50539, "loss_box_reg": 0.2583876117132604, "loss_cls": 0.24362327670678496, "loss_mask": 0.27874600049108267, "loss_rpn_cls": 0.05893649303470738, "loss_rpn_loc": 0.08271877589868382, "loss_sem_seg": 0.35904550598934293, "lr": 0.02, "mask_rcnn/accuracy": 0.8616921816874479, "mask_rcnn/false_negative": 0.10612599894153132, "mask_rcnn/false_positive": 0.17313882943391062, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 208.0, "rpn/num_pos_anchors": 48.0, "time": 0.5628628800004662, "total_loss": 1.3095263691211585} {"data_time": 0.01239334900128597, "eta_seconds": 123372.73028785376, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3868755575379126, "fast_rcnn/fg_cls_accuracy": 0.5813701923076924, "iteration": 50559, "loss_box_reg": 0.24758599558845162, "loss_cls": 0.23103542579337955, "loss_mask": 0.2720540752634406, "loss_rpn_cls": 0.05267362669110298, "loss_rpn_loc": 0.07443632959621027, "loss_sem_seg": 0.3575199916958809, "lr": 0.02, "mask_rcnn/accuracy": 0.8674003046466521, "mask_rcnn/false_negative": 0.10761176742494347, "mask_rcnn/false_positive": 0.1495545914172931, "roi_head/num_bg_samples": 459.0, "roi_head/num_fg_samples": 53.0, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5657119670013344, "total_loss": 1.2538970858440734} {"data_time": 0.012500459499278804, "eta_seconds": 123424.62561394804, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.3905321021689308, "fast_rcnn/fg_cls_accuracy": 0.5659971305595408, "iteration": 50579, "loss_box_reg": 0.23333311814349145, "loss_cls": 0.22179927211254835, "loss_mask": 0.2643295181915164, "loss_rpn_cls": 0.048564152646576986, "loss_rpn_loc": 0.07699192175641656, "loss_sem_seg": 0.3921204786747694, "lr": 0.02, "mask_rcnn/accuracy": 0.8833176223264378, "mask_rcnn/false_negative": 0.09145515747402559, "mask_rcnn/false_positive": 0.14730803691649985, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5697433459990862, "total_loss": 1.2605015797307715} {"data_time": 0.013180922000174178, "eta_seconds": 123364.4897514619, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.3961550836550837, "fast_rcnn/fg_cls_accuracy": 0.566468253968254, "iteration": 50599, "loss_box_reg": 0.2509656655602157, "loss_cls": 0.25221198983490467, "loss_mask": 0.285227888263762, "loss_rpn_cls": 0.04709538572933525, "loss_rpn_loc": 0.06517665419960395, "loss_sem_seg": 0.37056695530191064, "lr": 0.02, "mask_rcnn/accuracy": 0.8802430117800015, "mask_rcnn/false_negative": 0.08821954739726771, "mask_rcnn/false_positive": 0.13586220280462616, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5613579710006888, "total_loss": 1.299202258553123} {"data_time": 0.012417661999279517, "eta_seconds": 123338.9974675637, "fast_rcnn/cls_accuracy": 0.90625, "fast_rcnn/false_negative": 0.46770833333333334, "fast_rcnn/fg_cls_accuracy": 0.5149553571428571, "iteration": 50619, "loss_box_reg": 0.2347562259528786, "loss_cls": 0.24480015272274613, "loss_mask": 0.2712726602330804, "loss_rpn_cls": 0.03949265030678362, "loss_rpn_loc": 0.06215376590262167, "loss_sem_seg": 0.3572286353446543, "lr": 0.02, "mask_rcnn/accuracy": 0.8682165642609656, "mask_rcnn/false_negative": 0.09868124075029834, "mask_rcnn/false_positive": 0.16265449579821545, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5589469289989211, "total_loss": 1.2411807149183005} {"data_time": 0.013058798502243008, "eta_seconds": 123372.20659078138, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.3568075117370892, "fast_rcnn/fg_cls_accuracy": 0.602211632453568, "iteration": 50639, "loss_box_reg": 0.24797990452498198, "loss_cls": 0.26406355760991573, "loss_mask": 0.27283759508281946, "loss_rpn_cls": 0.058928192738676444, "loss_rpn_loc": 0.07882028090534732, "loss_sem_seg": 0.40153342112898827, "lr": 0.02, "mask_rcnn/accuracy": 0.9017451806356601, "mask_rcnn/false_negative": 0.08250337422447283, "mask_rcnn/false_positive": 0.11437019393433057, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5718193249995238, "total_loss": 1.3411030700081028} {"data_time": 0.012833430500904797, "eta_seconds": 123447.66398100808, "fast_rcnn/cls_accuracy": 0.95703125, "fast_rcnn/false_negative": 0.3069205569205569, "fast_rcnn/fg_cls_accuracy": 0.6445945945945946, "iteration": 50659, "loss_box_reg": 0.22459352621808648, "loss_cls": 0.23570759454742074, "loss_mask": 0.2644353751093149, "loss_rpn_cls": 0.05061012465739623, "loss_rpn_loc": 0.0838269338128157, "loss_sem_seg": 0.3574314769357443, "lr": 0.02, "mask_rcnn/accuracy": 0.9037286979097324, "mask_rcnn/false_negative": 0.08152561368756003, "mask_rcnn/false_positive": 0.09926990870988056, "roi_head/num_bg_samples": 468.25, "roi_head/num_fg_samples": 43.75, "rpn/num_neg_anchors": 235.75, "rpn/num_pos_anchors": 20.25, "time": 0.5576745479993406, "total_loss": 1.2467809284571558} {"data_time": 0.012850270000853925, "eta_seconds": 123518.20132221577, "fast_rcnn/cls_accuracy": 0.90869140625, "fast_rcnn/false_negative": 0.3903789527589297, "fast_rcnn/fg_cls_accuracy": 0.5441589381434527, "iteration": 50679, "loss_box_reg": 0.24466085014864802, "loss_cls": 0.2337616505101323, "loss_mask": 0.27014837972819805, "loss_rpn_cls": 0.046461484249448404, "loss_rpn_loc": 0.07363976596388966, "loss_sem_seg": 0.34350311756134033, "lr": 0.02, "mask_rcnn/accuracy": 0.8650089557099436, "mask_rcnn/false_negative": 0.1034899083908167, "mask_rcnn/false_positive": 0.1534383161820177, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 204.5, "rpn/num_pos_anchors": 51.5, "time": 0.5729412940017937, "total_loss": 1.2446564794809092} {"data_time": 0.01323886350110115, "eta_seconds": 123516.71253489061, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.43963675213675213, "fast_rcnn/fg_cls_accuracy": 0.4534722222222222, "iteration": 50699, "loss_box_reg": 0.23752946220338345, "loss_cls": 0.23456303076818585, "loss_mask": 0.27988635562360287, "loss_rpn_cls": 0.05188670475035906, "loss_rpn_loc": 0.07960788859054446, "loss_sem_seg": 0.35754489502869546, "lr": 0.02, "mask_rcnn/accuracy": 0.8513707489282696, "mask_rcnn/false_negative": 0.11943474349711918, "mask_rcnn/false_positive": 0.1727097023427509, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5549623814986262, "total_loss": 1.2506351211923175} {"data_time": 0.01275073049873754, "eta_seconds": 123495.6739397358, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.4069903236569903, "fast_rcnn/fg_cls_accuracy": 0.5291375291375291, "iteration": 50719, "loss_box_reg": 0.24689740175381303, "loss_cls": 0.23220422631129622, "loss_mask": 0.2753772744908929, "loss_rpn_cls": 0.05270116947940551, "loss_rpn_loc": 0.07313203709782101, "loss_sem_seg": 0.3743149193469435, "lr": 0.02, "mask_rcnn/accuracy": 0.8791339684021757, "mask_rcnn/false_negative": 0.0896245450624706, "mask_rcnn/false_positive": 0.13521172134353193, "roi_head/num_bg_samples": 456.5, "roi_head/num_fg_samples": 55.5, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5515817460000108, "total_loss": 1.2819220357050654} {"data_time": 0.011926615497941384, "eta_seconds": 123624.77127393508, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.3804898462622792, "fast_rcnn/fg_cls_accuracy": 0.5653047830010666, "iteration": 50739, "loss_box_reg": 0.25305115431547165, "loss_cls": 0.258679972961545, "loss_mask": 0.27193846832960844, "loss_rpn_cls": 0.057013892161194235, "loss_rpn_loc": 0.07862238711095415, "loss_sem_seg": 0.3973995097912848, "lr": 0.02, "mask_rcnn/accuracy": 0.881766505259912, "mask_rcnn/false_negative": 0.10280317759310165, "mask_rcnn/false_positive": 0.1278607179843456, "roi_head/num_bg_samples": 431.0, "roi_head/num_fg_samples": 81.0, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.5819298074984545, "total_loss": 1.3343270447367104} {"data_time": 0.012922264000735595, "eta_seconds": 123582.20601961012, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.30365693763538937, "fast_rcnn/fg_cls_accuracy": 0.5636752136752137, "iteration": 50759, "loss_box_reg": 0.25327313551679254, "loss_cls": 0.25986345252022147, "loss_mask": 0.2913581603206694, "loss_rpn_cls": 0.05789209288377606, "loss_rpn_loc": 0.0838948700693436, "loss_sem_seg": 0.3908232022076845, "lr": 0.02, "mask_rcnn/accuracy": 0.8947987528344672, "mask_rcnn/false_negative": 0.08979733343448733, "mask_rcnn/false_positive": 0.11705342765206475, "roi_head/num_bg_samples": 465.0, "roi_head/num_fg_samples": 47.0, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.554109556000185, "total_loss": 1.394704214473677} {"data_time": 0.011770858000090811, "eta_seconds": 123644.98391826478, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3867481203007519, "fast_rcnn/fg_cls_accuracy": 0.5653753026634383, "iteration": 50779, "loss_box_reg": 0.24580148933455348, "loss_cls": 0.22968254424631596, "loss_mask": 0.2674207054078579, "loss_rpn_cls": 0.05377995013259351, "loss_rpn_loc": 0.0668107814854011, "loss_sem_seg": 0.414306802675128, "lr": 0.02, "mask_rcnn/accuracy": 0.8820384536793441, "mask_rcnn/false_negative": 0.07939494703773492, "mask_rcnn/false_positive": 0.1589239162953373, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5692898630004493, "total_loss": 1.3550750598369632} {"data_time": 0.012531440999737242, "eta_seconds": 123760.700690745, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.44455332644407225, "fast_rcnn/fg_cls_accuracy": 0.5554466735559277, "iteration": 50799, "loss_box_reg": 0.2559498574119061, "loss_cls": 0.2502974800299853, "loss_mask": 0.27496297005563974, "loss_rpn_cls": 0.047509539290331304, "loss_rpn_loc": 0.08617398526985198, "loss_sem_seg": 0.38348353118635714, "lr": 0.02, "mask_rcnn/accuracy": 0.8741883566453623, "mask_rcnn/false_negative": 0.1075217833401441, "mask_rcnn/false_positive": 0.1299664027771, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.5713992184973904, "total_loss": 1.2814143922150834} {"data_time": 0.013139026499629836, "eta_seconds": 123771.0680640951, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.38596491228070173, "fast_rcnn/fg_cls_accuracy": 0.6140350877192982, "iteration": 50819, "loss_box_reg": 0.22967543662525713, "loss_cls": 0.2256289729848504, "loss_mask": 0.27571162348613143, "loss_rpn_cls": 0.05147472536191344, "loss_rpn_loc": 0.07742237442289479, "loss_sem_seg": 0.3551541285123676, "lr": 0.02, "mask_rcnn/accuracy": 0.8758419960312404, "mask_rcnn/false_negative": 0.11402189371874064, "mask_rcnn/false_positive": 0.11739875133139127, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5480931410020276, "total_loss": 1.2178879359271377} {"data_time": 0.013400259998888941, "eta_seconds": 123791.87899930475, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.3629110251450677, "fast_rcnn/fg_cls_accuracy": 0.5740613866812825, "iteration": 50839, "loss_box_reg": 0.23110935278236866, "loss_cls": 0.22922885417938232, "loss_mask": 0.2724834606051445, "loss_rpn_cls": 0.05065434658899903, "loss_rpn_loc": 0.07595547521486878, "loss_sem_seg": 0.38994207233190536, "lr": 0.02, "mask_rcnn/accuracy": 0.8910467412771561, "mask_rcnn/false_negative": 0.0930809856612526, "mask_rcnn/false_positive": 0.12949626092665906, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5762948295014212, "total_loss": 1.3069175246055238} {"data_time": 0.012348774498605053, "eta_seconds": 123786.99581899945, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.32153716216216216, "fast_rcnn/fg_cls_accuracy": 0.6384766672626497, "iteration": 50859, "loss_box_reg": 0.23633789247833192, "loss_cls": 0.23002520808950067, "loss_mask": 0.26467843912541866, "loss_rpn_cls": 0.05301147526188288, "loss_rpn_loc": 0.0781504581682384, "loss_sem_seg": 0.41201787907630205, "lr": 0.02, "mask_rcnn/accuracy": 0.894578207995527, "mask_rcnn/false_negative": 0.09194209486971919, "mask_rcnn/false_positive": 0.1248291503662344, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5700208409998595, "total_loss": 1.2465526240994222} {"data_time": 0.012457266499040998, "eta_seconds": 123798.05525999263, "fast_rcnn/cls_accuracy": 0.91015625, "fast_rcnn/false_negative": 0.39342105263157895, "fast_rcnn/fg_cls_accuracy": 0.5444444444444445, "iteration": 50879, "loss_box_reg": 0.23886732454411685, "loss_cls": 0.23711749631911516, "loss_mask": 0.2868190500885248, "loss_rpn_cls": 0.05421507032588124, "loss_rpn_loc": 0.07724087871611118, "loss_sem_seg": 0.36909211007878184, "lr": 0.02, "mask_rcnn/accuracy": 0.8686530862344939, "mask_rcnn/false_negative": 0.11159210637273184, "mask_rcnn/false_positive": 0.1453762975261946, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5655391319996852, "total_loss": 1.314794495352544} {"data_time": 0.012965273001100286, "eta_seconds": 123825.74312396134, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.3371448371448371, "fast_rcnn/fg_cls_accuracy": 0.6101018442058905, "iteration": 50899, "loss_box_reg": 0.24253751151263714, "loss_cls": 0.22898338199593127, "loss_mask": 0.26663709711283445, "loss_rpn_cls": 0.04604515919345431, "loss_rpn_loc": 0.07780910551082343, "loss_sem_seg": 0.3424438526853919, "lr": 0.02, "mask_rcnn/accuracy": 0.8970856524427953, "mask_rcnn/false_negative": 0.09187997127373664, "mask_rcnn/false_positive": 0.11406983526138256, "roi_head/num_bg_samples": 464.25, "roi_head/num_fg_samples": 47.75, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5714473449988873, "total_loss": 1.2295344556914642} {"data_time": 0.012776436502463184, "eta_seconds": 123827.3724013034, "fast_rcnn/cls_accuracy": 0.9111328125, "fast_rcnn/false_negative": 0.4345365101944049, "fast_rcnn/fg_cls_accuracy": 0.4880028735632184, "iteration": 50919, "loss_box_reg": 0.24991001724265516, "loss_cls": 0.25939912535250187, "loss_mask": 0.2814542865380645, "loss_rpn_cls": 0.060493065961054526, "loss_rpn_loc": 0.10546907945536077, "loss_sem_seg": 0.3590042656287551, "lr": 0.02, "mask_rcnn/accuracy": 0.8668716688160071, "mask_rcnn/false_negative": 0.10760549158937471, "mask_rcnn/false_positive": 0.14792321544142312, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5670545709999715, "total_loss": 1.3217732303601224} {"data_time": 0.012879948499175953, "eta_seconds": 123785.48668364268, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.36583146696528557, "fast_rcnn/fg_cls_accuracy": 0.6261576971214018, "iteration": 50939, "loss_box_reg": 0.22912246035411954, "loss_cls": 0.22599344816990197, "loss_mask": 0.273420468904078, "loss_rpn_cls": 0.05612856964580715, "loss_rpn_loc": 0.07900320331100374, "loss_sem_seg": 0.36401506792753935, "lr": 0.02, "mask_rcnn/accuracy": 0.8955288862233635, "mask_rcnn/false_negative": 0.11470699767100742, "mask_rcnn/false_positive": 0.12874662958200306, "roi_head/num_bg_samples": 462.0, "roi_head/num_fg_samples": 50.0, "rpn/num_neg_anchors": 239.75, "rpn/num_pos_anchors": 16.25, "time": 0.5495671300013782, "total_loss": 1.2523169357446022} {"data_time": 0.013439198501146166, "eta_seconds": 123721.21322160962, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.3876201923076923, "fast_rcnn/fg_cls_accuracy": 0.5956737546992481, "iteration": 50959, "loss_box_reg": 0.24046735372394323, "loss_cls": 0.23842513700947165, "loss_mask": 0.2630321327596903, "loss_rpn_cls": 0.05326941079692915, "loss_rpn_loc": 0.0807147862506099, "loss_sem_seg": 0.31368531798943877, "lr": 0.02, "mask_rcnn/accuracy": 0.8902022140131254, "mask_rcnn/false_negative": 0.08415830025884202, "mask_rcnn/false_positive": 0.11791503510513604, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 235.5, "rpn/num_pos_anchors": 20.5, "time": 0.5611617859976832, "total_loss": 1.2083796118677128} {"data_time": 0.012249379000422778, "eta_seconds": 123741.5576831926, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.4088431253785585, "fast_rcnn/fg_cls_accuracy": 0.5580547308635602, "iteration": 50979, "loss_box_reg": 0.2362164631485939, "loss_cls": 0.22297314694151282, "loss_mask": 0.27204787638038397, "loss_rpn_cls": 0.049931425193790346, "loss_rpn_loc": 0.0720205475226976, "loss_sem_seg": 0.35073659056797624, "lr": 0.02, "mask_rcnn/accuracy": 0.8635647725485742, "mask_rcnn/false_negative": 0.09867200861269546, "mask_rcnn/false_positive": 0.14469560978741414, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.5679632359988318, "total_loss": 1.2197255425271578} {"data_time": 0.014324222500363248, "eta_seconds": 123769.22775291148, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.38065713885386016, "fast_rcnn/fg_cls_accuracy": 0.5755050505050505, "iteration": 50999, "loss_box_reg": 0.23499603662639856, "loss_cls": 0.24194822739809752, "loss_mask": 0.27750861551612616, "loss_rpn_cls": 0.06004933902295306, "loss_rpn_loc": 0.07708129764068872, "loss_sem_seg": 0.37682647490873933, "lr": 0.02, "mask_rcnn/accuracy": 0.8529680746023209, "mask_rcnn/false_negative": 0.11974229821976927, "mask_rcnn/false_positive": 0.12831467053329867, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5653818094997405, "total_loss": 1.2558564421196934} {"data_time": 0.01265027400040708, "eta_seconds": 123796.34544302775, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.35197679924242425, "fast_rcnn/fg_cls_accuracy": 0.6204710144927537, "iteration": 51019, "loss_box_reg": 0.26122252736240625, "loss_cls": 0.26268268772400916, "loss_mask": 0.27795116137713194, "loss_rpn_cls": 0.06052178225945681, "loss_rpn_loc": 0.09954595664748922, "loss_sem_seg": 0.3707771711051464, "lr": 0.02, "mask_rcnn/accuracy": 0.8839141790256475, "mask_rcnn/false_negative": 0.12199379803594648, "mask_rcnn/false_positive": 0.11312512945498288, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 0.5677053370000067, "total_loss": 1.3494243222521618} {"data_time": 0.012560311999550322, "eta_seconds": 123852.74510444443, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.4163961038961039, "fast_rcnn/fg_cls_accuracy": 0.546672077922078, "iteration": 51039, "loss_box_reg": 0.2666121246293187, "loss_cls": 0.24452719767577946, "loss_mask": 0.2748215878382325, "loss_rpn_cls": 0.053398015967104584, "loss_rpn_loc": 0.09685209731105715, "loss_sem_seg": 0.37147172447293997, "lr": 0.02, "mask_rcnn/accuracy": 0.8965888660274148, "mask_rcnn/false_negative": 0.11635982091108549, "mask_rcnn/false_positive": 0.11815290186872732, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5760867124990909, "total_loss": 1.3035085687297396} {"data_time": 0.012323676000960404, "eta_seconds": 123841.91422618607, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.36583674065420557, "fast_rcnn/fg_cls_accuracy": 0.5945705384957721, "iteration": 51059, "loss_box_reg": 0.2338302640710026, "loss_cls": 0.22899284423328936, "loss_mask": 0.2644357783719897, "loss_rpn_cls": 0.05987544855452143, "loss_rpn_loc": 0.07135161408223212, "loss_sem_seg": 0.3675701159518212, "lr": 0.02, "mask_rcnn/accuracy": 0.8957972301823955, "mask_rcnn/false_negative": 0.0905146887720754, "mask_rcnn/false_positive": 0.0983550058847979, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5691174200001115, "total_loss": 1.2332846078206785} {"data_time": 0.011929897000300116, "eta_seconds": 123837.20505699176, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.3276493357045716, "fast_rcnn/fg_cls_accuracy": 0.6514462809917356, "iteration": 51079, "loss_box_reg": 0.25563301146030426, "loss_cls": 0.23939458862878382, "loss_mask": 0.29127186443656683, "loss_rpn_cls": 0.05306715896585956, "loss_rpn_loc": 0.08695331023773178, "loss_sem_seg": 0.38768411008641124, "lr": 0.02, "mask_rcnn/accuracy": 0.8823494576401989, "mask_rcnn/false_negative": 0.09671648098439989, "mask_rcnn/false_positive": 0.124881812713762, "roi_head/num_bg_samples": 460.25, "roi_head/num_fg_samples": 51.75, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5758669360002386, "total_loss": 1.321450646573794} {"data_time": 0.012797487499483395, "eta_seconds": 123818.80680170437, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.317028027498678, "fast_rcnn/fg_cls_accuracy": 0.653939714436806, "iteration": 51099, "loss_box_reg": 0.24352580588310957, "loss_cls": 0.23161204205825925, "loss_mask": 0.28159325663000345, "loss_rpn_cls": 0.064621890662238, "loss_rpn_loc": 0.08050930791068822, "loss_sem_seg": 0.40504932962358, "lr": 0.02, "mask_rcnn/accuracy": 0.8911078141783029, "mask_rcnn/false_negative": 0.09683540091394578, "mask_rcnn/false_positive": 0.1215366631169147, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5657593380001344, "total_loss": 1.2687311217887327} {"data_time": 0.012434247999408399, "eta_seconds": 123807.49403412435, "fast_rcnn/cls_accuracy": 0.912109375, "fast_rcnn/false_negative": 0.4091794420708721, "fast_rcnn/fg_cls_accuracy": 0.5348228043143297, "iteration": 51119, "loss_box_reg": 0.24578924430534244, "loss_cls": 0.2391194929368794, "loss_mask": 0.27258332539349794, "loss_rpn_cls": 0.047309903835412115, "loss_rpn_loc": 0.0849393117823638, "loss_sem_seg": 0.3713462403975427, "lr": 0.02, "mask_rcnn/accuracy": 0.8693402919969105, "mask_rcnn/false_negative": 0.10153516819934896, "mask_rcnn/false_positive": 0.14421992316885107, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5696131995009637, "total_loss": 1.29287522129016} {"data_time": 0.012719513500996982, "eta_seconds": 123775.99889010057, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.3725140234574197, "fast_rcnn/fg_cls_accuracy": 0.6023287438381778, "iteration": 51139, "loss_box_reg": 0.2492947590071708, "loss_cls": 0.23765193484723568, "loss_mask": 0.26351387426257133, "loss_rpn_cls": 0.052223363920347765, "loss_rpn_loc": 0.08497155812801793, "loss_sem_seg": 0.3271266857627779, "lr": 0.02, "mask_rcnn/accuracy": 0.8638735241692831, "mask_rcnn/false_negative": 0.11215280101015548, "mask_rcnn/false_positive": 0.14453467409806603, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5565888229994016, "total_loss": 1.2643918548128568} {"data_time": 0.013868054498743732, "eta_seconds": 123739.29518921801, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.28423645320197044, "fast_rcnn/fg_cls_accuracy": 0.6903496125428006, "iteration": 51159, "loss_box_reg": 0.24777083611115813, "loss_cls": 0.22792691783979535, "loss_mask": 0.2664091335609555, "loss_rpn_cls": 0.061260050410055555, "loss_rpn_loc": 0.08532718435162678, "loss_sem_seg": 0.3777654133737087, "lr": 0.02, "mask_rcnn/accuracy": 0.9035315980787919, "mask_rcnn/false_negative": 0.08662424944470346, "mask_rcnn/false_positive": 0.12027066035425585, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5663450834999821, "total_loss": 1.3257847904460505} {"data_time": 0.012532787999589345, "eta_seconds": 123705.89277694766, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.4263628270099986, "fast_rcnn/fg_cls_accuracy": 0.5083892617449665, "iteration": 51179, "loss_box_reg": 0.24832915514707565, "loss_cls": 0.23828033125028014, "loss_mask": 0.27199295442551374, "loss_rpn_cls": 0.04883533844258636, "loss_rpn_loc": 0.07490133636747487, "loss_sem_seg": 0.3787892237305641, "lr": 0.02, "mask_rcnn/accuracy": 0.8875201928923417, "mask_rcnn/false_negative": 0.10353430788213397, "mask_rcnn/false_positive": 0.12983547696006736, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5694891329985694, "total_loss": 1.2605567065475043} {"data_time": 0.013169497500712168, "eta_seconds": 123677.52551389592, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.31167509559639817, "fast_rcnn/fg_cls_accuracy": 0.5878676470588236, "iteration": 51199, "loss_box_reg": 0.2698114381637424, "loss_cls": 0.23791551403701305, "loss_mask": 0.2691764459013939, "loss_rpn_cls": 0.05062280336278491, "loss_rpn_loc": 0.07948743278393522, "loss_sem_seg": 0.385450373403728, "lr": 0.02, "mask_rcnn/accuracy": 0.8718109941344959, "mask_rcnn/false_negative": 0.11048192562297432, "mask_rcnn/false_positive": 0.1271643879286965, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5706354460016883, "total_loss": 1.282709039747715} {"data_time": 0.012761263000356848, "eta_seconds": 123751.39685603714, "fast_rcnn/cls_accuracy": 0.912109375, "fast_rcnn/false_negative": 0.40377597969221, "fast_rcnn/fg_cls_accuracy": 0.5316339066339066, "iteration": 51219, "loss_box_reg": 0.25133363250643015, "loss_cls": 0.2420406313613057, "loss_mask": 0.2670303266495466, "loss_rpn_cls": 0.05896363843930885, "loss_rpn_loc": 0.09443916555028409, "loss_sem_seg": 0.3588279876857996, "lr": 0.02, "mask_rcnn/accuracy": 0.897754546677041, "mask_rcnn/false_negative": 0.10471182349320368, "mask_rcnn/false_positive": 0.11051358419898143, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5762226370006829, "total_loss": 1.318254838930443} {"data_time": 0.013252783001007629, "eta_seconds": 123621.1884263026, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.39744545331345715, "fast_rcnn/fg_cls_accuracy": 0.5972353977503726, "iteration": 51239, "loss_box_reg": 0.24681800324469805, "loss_cls": 0.24715554947033525, "loss_mask": 0.2785532739944756, "loss_rpn_cls": 0.05637403315631673, "loss_rpn_loc": 0.09054946707328781, "loss_sem_seg": 0.38603432395029813, "lr": 0.02, "mask_rcnn/accuracy": 0.8807215651249116, "mask_rcnn/false_negative": 0.10730971813743767, "mask_rcnn/false_positive": 0.13936944337199847, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5539425389997632, "total_loss": 1.395938822592143} {"data_time": 0.012221017499541631, "eta_seconds": 123643.61044252588, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.3724165341812401, "fast_rcnn/fg_cls_accuracy": 0.5673203691496373, "iteration": 51259, "loss_box_reg": 0.2561721131205559, "loss_cls": 0.25840724585577846, "loss_mask": 0.2819419577717781, "loss_rpn_cls": 0.049724473064998165, "loss_rpn_loc": 0.07878156559308991, "loss_sem_seg": 0.36706589348614216, "lr": 0.02, "mask_rcnn/accuracy": 0.8937106635607911, "mask_rcnn/false_negative": 0.1078887014368348, "mask_rcnn/false_positive": 0.12778408007957864, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.5640632139984518, "total_loss": 1.294646299254964} {"data_time": 0.012269535500308848, "eta_seconds": 123649.3598606476, "fast_rcnn/cls_accuracy": 0.91357421875, "fast_rcnn/false_negative": 0.3784318362608303, "fast_rcnn/fg_cls_accuracy": 0.5741756638459294, "iteration": 51279, "loss_box_reg": 0.2516375934937969, "loss_cls": 0.24225902021862566, "loss_mask": 0.27039108937606215, "loss_rpn_cls": 0.05553954193601385, "loss_rpn_loc": 0.08550022286362946, "loss_sem_seg": 0.3186975456774235, "lr": 0.02, "mask_rcnn/accuracy": 0.8866703949925122, "mask_rcnn/false_negative": 0.0844454114255645, "mask_rcnn/false_positive": 0.1412763748614427, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.5648409714995068, "total_loss": 1.2456746401148848} {"data_time": 0.01254828950004594, "eta_seconds": 123680.287721003, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.4222873900293255, "fast_rcnn/fg_cls_accuracy": 0.5041407867494825, "iteration": 51299, "loss_box_reg": 0.25225923163816333, "loss_cls": 0.22667822567746043, "loss_mask": 0.27185142133384943, "loss_rpn_cls": 0.04815696441801265, "loss_rpn_loc": 0.07635950317489915, "loss_sem_seg": 0.3689217041246593, "lr": 0.02, "mask_rcnn/accuracy": 0.8629370572193374, "mask_rcnn/false_negative": 0.11050172289098006, "mask_rcnn/false_positive": 0.1638735736554913, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.568555595998987, "total_loss": 1.280319168115966} {"data_time": 0.014209598497473053, "eta_seconds": 123716.43881564033, "fast_rcnn/cls_accuracy": 0.908203125, "fast_rcnn/false_negative": 0.32456140350877194, "fast_rcnn/fg_cls_accuracy": 0.6151256519677573, "iteration": 51319, "loss_box_reg": 0.28390717739239335, "loss_cls": 0.2622940242290497, "loss_mask": 0.2803839072585106, "loss_rpn_cls": 0.05796529620420188, "loss_rpn_loc": 0.09005925187375396, "loss_sem_seg": 0.39734017802402377, "lr": 0.02, "mask_rcnn/accuracy": 0.8808423619447778, "mask_rcnn/false_negative": 0.08339143695220566, "mask_rcnn/false_positive": 0.13254603307947826, "roi_head/num_bg_samples": 424.75, "roi_head/num_fg_samples": 87.25, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.5814431745002366, "total_loss": 1.3666086397133768} {"data_time": 0.012699188500846503, "eta_seconds": 123705.12402937032, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3884989706157589, "fast_rcnn/fg_cls_accuracy": 0.5886339937434828, "iteration": 51339, "loss_box_reg": 0.24541040835902095, "loss_cls": 0.2507121623493731, "loss_mask": 0.2713938965462148, "loss_rpn_cls": 0.04756641006679274, "loss_rpn_loc": 0.06838407664326951, "loss_sem_seg": 0.3910756390541792, "lr": 0.02, "mask_rcnn/accuracy": 0.8896130369956201, "mask_rcnn/false_negative": 0.08484699319690668, "mask_rcnn/false_positive": 0.1333424080297832, "roi_head/num_bg_samples": 460.25, "roi_head/num_fg_samples": 51.75, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 0.5661277564995544, "total_loss": 1.2736151216959115} {"data_time": 0.011955900499742711, "eta_seconds": 123629.50309862022, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.3829041487839771, "fast_rcnn/fg_cls_accuracy": 0.5235849056603774, "iteration": 51359, "loss_box_reg": 0.21046822937205434, "loss_cls": 0.225911823567003, "loss_mask": 0.2583268969319761, "loss_rpn_cls": 0.04412401164881885, "loss_rpn_loc": 0.058541876496747136, "loss_sem_seg": 0.3642709134146571, "lr": 0.02, "mask_rcnn/accuracy": 0.8906444651320243, "mask_rcnn/false_negative": 0.10484987723072117, "mask_rcnn/false_positive": 0.12025110120391819, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5525892175010085, "total_loss": 1.2088961186236702} {"data_time": 0.012958235500263982, "eta_seconds": 123575.78029978582, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3812046848856665, "fast_rcnn/fg_cls_accuracy": 0.5266954070635053, "iteration": 51379, "loss_box_reg": 0.2614106982946396, "loss_cls": 0.2507662302814424, "loss_mask": 0.27375620882958174, "loss_rpn_cls": 0.05345093586947769, "loss_rpn_loc": 0.07435127830831334, "loss_sem_seg": 0.39160682260990143, "lr": 0.02, "mask_rcnn/accuracy": 0.8787214145052282, "mask_rcnn/false_negative": 0.08983822455349808, "mask_rcnn/false_positive": 0.13345091833357725, "roi_head/num_bg_samples": 459.0, "roi_head/num_fg_samples": 53.0, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5736638015023345, "total_loss": 1.3446513092203531} {"data_time": 0.012482526999519905, "eta_seconds": 123564.47527599582, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.39625279642058164, "fast_rcnn/fg_cls_accuracy": 0.5862403100775194, "iteration": 51399, "loss_box_reg": 0.2356828460469842, "loss_cls": 0.22097277361899614, "loss_mask": 0.2767453622072935, "loss_rpn_cls": 0.0473036376060918, "loss_rpn_loc": 0.07986224349588156, "loss_sem_seg": 0.3853967720642686, "lr": 0.02, "mask_rcnn/accuracy": 0.8836427578679357, "mask_rcnn/false_negative": 0.10340020213680357, "mask_rcnn/false_positive": 0.12534874154419534, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5586162640011025, "total_loss": 1.2062785010202788} {"data_time": 0.013537080498281284, "eta_seconds": 123595.57638686022, "fast_rcnn/cls_accuracy": 0.9130859375, "fast_rcnn/false_negative": 0.43280176392164904, "fast_rcnn/fg_cls_accuracy": 0.5091355818628546, "iteration": 51419, "loss_box_reg": 0.23773619439452887, "loss_cls": 0.24025485501624644, "loss_mask": 0.2700836267322302, "loss_rpn_cls": 0.059073536831419915, "loss_rpn_loc": 0.08936280617490411, "loss_sem_seg": 0.3913051290437579, "lr": 0.02, "mask_rcnn/accuracy": 0.8710151129888201, "mask_rcnn/false_negative": 0.1032322187794642, "mask_rcnn/false_positive": 0.14912617552917384, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5699173899993184, "total_loss": 1.2979808785021305} {"data_time": 0.012455591499019647, "eta_seconds": 123491.67542666369, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.40531419336438823, "fast_rcnn/fg_cls_accuracy": 0.5665277257399775, "iteration": 51439, "loss_box_reg": 0.22902371967211366, "loss_cls": 0.23053383640944958, "loss_mask": 0.26616319455206394, "loss_rpn_cls": 0.05414517567260191, "loss_rpn_loc": 0.08844254142604768, "loss_sem_seg": 0.35091025149449706, "lr": 0.02, "mask_rcnn/accuracy": 0.8880912958472416, "mask_rcnn/false_negative": 0.09797574833557779, "mask_rcnn/false_positive": 0.12493229356125327, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.5460775510000531, "total_loss": 1.2633037547639105} {"data_time": 0.0127298970000993, "eta_seconds": 123496.86708267285, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.4419674451521585, "fast_rcnn/fg_cls_accuracy": 0.5157251908396947, "iteration": 51459, "loss_box_reg": 0.21057732310146093, "loss_cls": 0.21958715748041868, "loss_mask": 0.26942560262978077, "loss_rpn_cls": 0.04659452254418284, "loss_rpn_loc": 0.0683397994725965, "loss_sem_seg": 0.35568772081751376, "lr": 0.02, "mask_rcnn/accuracy": 0.8794983398949219, "mask_rcnn/false_negative": 0.10181030401560569, "mask_rcnn/false_positive": 0.16041677202640542, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5647423549999075, "total_loss": 1.1658276758971624} {"data_time": 0.012063842999850749, "eta_seconds": 123506.16107473504, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.3504464285714286, "fast_rcnn/fg_cls_accuracy": 0.6054810338050314, "iteration": 51479, "loss_box_reg": 0.2428945277351886, "loss_cls": 0.22774040303193033, "loss_mask": 0.2637214660644531, "loss_rpn_cls": 0.04973642301047221, "loss_rpn_loc": 0.07520471687894315, "loss_sem_seg": 0.3549604704603553, "lr": 0.02, "mask_rcnn/accuracy": 0.8846492093861353, "mask_rcnn/false_negative": 0.1089079517687001, "mask_rcnn/false_positive": 0.14089399697234126, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.559683909499654, "total_loss": 1.2352110611682292} {"data_time": 0.012162516999524087, "eta_seconds": 123400.38484570199, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3766866566716642, "fast_rcnn/fg_cls_accuracy": 0.5919216317767042, "iteration": 51499, "loss_box_reg": 0.26459946762770414, "loss_cls": 0.24695168109610677, "loss_mask": 0.28293301071971655, "loss_rpn_cls": 0.048038677385193296, "loss_rpn_loc": 0.08236110518919304, "loss_sem_seg": 0.34970793779939413, "lr": 0.02, "mask_rcnn/accuracy": 0.8843680236952662, "mask_rcnn/false_negative": 0.12737388262723998, "mask_rcnn/false_positive": 0.1312539503084441, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.560558797998965, "total_loss": 1.2467791005619802} {"data_time": 0.012963322500581853, "eta_seconds": 123389.089667662, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.39230139230139227, "fast_rcnn/fg_cls_accuracy": 0.5830595107703542, "iteration": 51519, "loss_box_reg": 0.23669632896780968, "loss_cls": 0.24020774010568857, "loss_mask": 0.2779467171058059, "loss_rpn_cls": 0.05742243671556935, "loss_rpn_loc": 0.07865666900761425, "loss_sem_seg": 0.3397859006654471, "lr": 0.02, "mask_rcnn/accuracy": 0.884914064339134, "mask_rcnn/false_negative": 0.10278665988479005, "mask_rcnn/false_positive": 0.1294713676229662, "roi_head/num_bg_samples": 464.5, "roi_head/num_fg_samples": 47.5, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5556173580007453, "total_loss": 1.3100518600549549} {"data_time": 0.013237545997981215, "eta_seconds": 123342.79299623822, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.4550420168067227, "fast_rcnn/fg_cls_accuracy": 0.4833567595195502, "iteration": 51539, "loss_box_reg": 0.23077492509037256, "loss_cls": 0.22751196147873998, "loss_mask": 0.28220842592418194, "loss_rpn_cls": 0.06086435681208968, "loss_rpn_loc": 0.08853434515185654, "loss_sem_seg": 0.3507297243922949, "lr": 0.02, "mask_rcnn/accuracy": 0.8816473561959115, "mask_rcnn/false_negative": 0.0898052942603603, "mask_rcnn/false_positive": 0.15191457440265504, "roi_head/num_bg_samples": 458.5, "roi_head/num_fg_samples": 53.5, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.5560747204981453, "total_loss": 1.2282763419352705} {"data_time": 0.012723412499326514, "eta_seconds": 123345.8446232173, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.4260246479977422, "fast_rcnn/fg_cls_accuracy": 0.5321419907819196, "iteration": 51559, "loss_box_reg": 0.22492312616668642, "loss_cls": 0.22593854926526546, "loss_mask": 0.26024459674954414, "loss_rpn_cls": 0.04690148634836078, "loss_rpn_loc": 0.07163379425765015, "loss_sem_seg": 0.3221030477434397, "lr": 0.02, "mask_rcnn/accuracy": 0.8783112210284385, "mask_rcnn/false_negative": 0.10694753015785219, "mask_rcnn/false_positive": 0.1448956732689352, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.5749276819988154, "total_loss": 1.1647221538878512} {"data_time": 0.012422592499206075, "eta_seconds": 123303.26798793413, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3325859491778774, "fast_rcnn/fg_cls_accuracy": 0.5861627162075592, "iteration": 51579, "loss_box_reg": 0.24464112287387252, "loss_cls": 0.2362722521647811, "loss_mask": 0.2649820917285979, "loss_rpn_cls": 0.05015841173008084, "loss_rpn_loc": 0.07577448734082282, "loss_sem_seg": 0.366772061213851, "lr": 0.02, "mask_rcnn/accuracy": 0.9027090227983086, "mask_rcnn/false_negative": 0.0871564902156266, "mask_rcnn/false_positive": 0.11567168215605045, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 238.75, "rpn/num_pos_anchors": 17.25, "time": 0.5570090299988806, "total_loss": 1.224823272001231} {"data_time": 0.011696814499373431, "eta_seconds": 123286.53064455351, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.43064387917329094, "fast_rcnn/fg_cls_accuracy": 0.5359345351043643, "iteration": 51599, "loss_box_reg": 0.2423952231183648, "loss_cls": 0.22859406494535506, "loss_mask": 0.27433391008526087, "loss_rpn_cls": 0.04518469038885087, "loss_rpn_loc": 0.06637520165531896, "loss_sem_seg": 0.3795270314440131, "lr": 0.02, "mask_rcnn/accuracy": 0.8783750272053038, "mask_rcnn/false_negative": 0.0968848746513731, "mask_rcnn/false_positive": 0.1487100510308356, "roi_head/num_bg_samples": 455.5, "roi_head/num_fg_samples": 56.5, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5574384384999576, "total_loss": 1.256006594747305} {"data_time": 0.011556867997569498, "eta_seconds": 123280.6576620303, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.40957446808510634, "fast_rcnn/fg_cls_accuracy": 0.5528826355525052, "iteration": 51619, "loss_box_reg": 0.2356765908189118, "loss_cls": 0.2395585384219885, "loss_mask": 0.26479733223095536, "loss_rpn_cls": 0.050710353651084006, "loss_rpn_loc": 0.06661689298925921, "loss_sem_seg": 0.3711111834272742, "lr": 0.02, "mask_rcnn/accuracy": 0.9038106683704463, "mask_rcnn/false_negative": 0.06996218113904143, "mask_rcnn/false_positive": 0.11206436827601621, "roi_head/num_bg_samples": 459.0, "roi_head/num_fg_samples": 53.0, "rpn/num_neg_anchors": 236.5, "rpn/num_pos_anchors": 19.5, "time": 0.5634737200016389, "total_loss": 1.2590133294579573} {"data_time": 0.012415896500897361, "eta_seconds": 123263.95079727359, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.4623910336239103, "fast_rcnn/fg_cls_accuracy": 0.5021516393442622, "iteration": 51639, "loss_box_reg": 0.25367538817226887, "loss_cls": 0.25598503369838, "loss_mask": 0.2794877220876515, "loss_rpn_cls": 0.0588930792582687, "loss_rpn_loc": 0.08133030263707042, "loss_sem_seg": 0.3638213127851486, "lr": 0.02, "mask_rcnn/accuracy": 0.8815037733843538, "mask_rcnn/false_negative": 0.09883277496633575, "mask_rcnn/false_positive": 0.1281963455370318, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5713509995002823, "total_loss": 1.2803224981762469} {"data_time": 0.0140219929999148, "eta_seconds": 123258.6412341231, "fast_rcnn/cls_accuracy": 0.90673828125, "fast_rcnn/false_negative": 0.44291101055806936, "fast_rcnn/fg_cls_accuracy": 0.5111458333333334, "iteration": 51659, "loss_box_reg": 0.25660183653235435, "loss_cls": 0.26819860097020864, "loss_mask": 0.27865514624863863, "loss_rpn_cls": 0.053932131369947456, "loss_rpn_loc": 0.08534910972230136, "loss_sem_seg": 0.3618233879096806, "lr": 0.02, "mask_rcnn/accuracy": 0.8913778180129299, "mask_rcnn/false_negative": 0.10096648394755783, "mask_rcnn/false_positive": 0.12495867426197707, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5683994400005759, "total_loss": 1.3721545573644107} {"data_time": 0.011867079500007094, "eta_seconds": 123223.25118048793, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.3166898362681495, "fast_rcnn/fg_cls_accuracy": 0.5613436842487122, "iteration": 51679, "loss_box_reg": 0.22995248949155211, "loss_cls": 0.22147171664983034, "loss_mask": 0.26295810751616955, "loss_rpn_cls": 0.04790499396040104, "loss_rpn_loc": 0.07918515312485397, "loss_sem_seg": 0.34390788339078426, "lr": 0.02, "mask_rcnn/accuracy": 0.8865423573275464, "mask_rcnn/false_negative": 0.1026329085570777, "mask_rcnn/false_positive": 0.12672524752856906, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5583235184985824, "total_loss": 1.1906316570821218} {"data_time": 0.012257116999535356, "eta_seconds": 123217.60425131221, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.39005235602094246, "fast_rcnn/fg_cls_accuracy": 0.5521031207598371, "iteration": 51699, "loss_box_reg": 0.23658918868750334, "loss_cls": 0.23608438298106194, "loss_mask": 0.2663317662663758, "loss_rpn_cls": 0.050092514749849215, "loss_rpn_loc": 0.06666558247525245, "loss_sem_seg": 0.4040144933387637, "lr": 0.02, "mask_rcnn/accuracy": 0.8914609138057156, "mask_rcnn/false_negative": 0.0825495844425779, "mask_rcnn/false_positive": 0.12468905110073744, "roi_head/num_bg_samples": 466.0, "roi_head/num_fg_samples": 46.0, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.5627394560015091, "total_loss": 1.293012508249376} {"data_time": 0.014019082002050709, "eta_seconds": 123137.39542847806, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.36278202568834983, "fast_rcnn/fg_cls_accuracy": 0.5651149425287356, "iteration": 51719, "loss_box_reg": 0.24027125514112413, "loss_cls": 0.22129908064380288, "loss_mask": 0.2725518858060241, "loss_rpn_cls": 0.045461476081982255, "loss_rpn_loc": 0.07844280918652657, "loss_sem_seg": 0.3533538621850312, "lr": 0.02, "mask_rcnn/accuracy": 0.8767095814543671, "mask_rcnn/false_negative": 0.10868112407839686, "mask_rcnn/false_positive": 0.1293685627659328, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.549815722499261, "total_loss": 1.2084599297086243} {"data_time": 0.013008917499973904, "eta_seconds": 122989.36851672817, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3968517945544554, "fast_rcnn/fg_cls_accuracy": 0.5722545536996447, "iteration": 51739, "loss_box_reg": 0.23400313453748822, "loss_cls": 0.22951849224045873, "loss_mask": 0.27639621309936047, "loss_rpn_cls": 0.04606144734134432, "loss_rpn_loc": 0.072034298122162, "loss_sem_seg": 0.3581901849247515, "lr": 0.02, "mask_rcnn/accuracy": 0.8747463853005288, "mask_rcnn/false_negative": 0.10311815757177528, "mask_rcnn/false_positive": 0.14193548214510515, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5644415490005485, "total_loss": 1.1952111287973821} {"data_time": 0.012747833499815897, "eta_seconds": 123114.83049695796, "fast_rcnn/cls_accuracy": 0.90576171875, "fast_rcnn/false_negative": 0.38216543447980283, "fast_rcnn/fg_cls_accuracy": 0.5950476064533192, "iteration": 51759, "loss_box_reg": 0.24226227682083845, "loss_cls": 0.24206835636869073, "loss_mask": 0.26511005219072104, "loss_rpn_cls": 0.05481387727195397, "loss_rpn_loc": 0.0793527304631425, "loss_sem_seg": 0.34746682178229094, "lr": 0.02, "mask_rcnn/accuracy": 0.877674283999314, "mask_rcnn/false_negative": 0.09338474562813483, "mask_rcnn/false_positive": 0.12341997140154456, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.569627215500077, "total_loss": 1.2571538826450706} {"data_time": 0.013129175000358373, "eta_seconds": 123042.93594742438, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.424645390070922, "fast_rcnn/fg_cls_accuracy": 0.5611702127659575, "iteration": 51779, "loss_box_reg": 0.24903313582763076, "loss_cls": 0.24333695136010647, "loss_mask": 0.2733044559136033, "loss_rpn_cls": 0.0554877319955267, "loss_rpn_loc": 0.0880650635517668, "loss_sem_seg": 0.3207903066650033, "lr": 0.02, "mask_rcnn/accuracy": 0.8730552713385542, "mask_rcnn/false_negative": 0.10136600884671237, "mask_rcnn/false_positive": 0.15869153378088513, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.5606167199985066, "total_loss": 1.2203651971649379} {"data_time": 0.013418358501439798, "eta_seconds": 122939.69440700133, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.28194119177725735, "fast_rcnn/fg_cls_accuracy": 0.6474110926847245, "iteration": 51799, "loss_box_reg": 0.25199093483388424, "loss_cls": 0.247394734993577, "loss_mask": 0.26148358173668385, "loss_rpn_cls": 0.04529566189739853, "loss_rpn_loc": 0.08634048630483449, "loss_sem_seg": 0.36577283311635256, "lr": 0.02, "mask_rcnn/accuracy": 0.8771880105502173, "mask_rcnn/false_negative": 0.1021144176631136, "mask_rcnn/false_positive": 0.13936800055106302, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.5645521784990706, "total_loss": 1.2707801656797528} {"data_time": 0.012674197501837625, "eta_seconds": 122928.42592570133, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.33371497844827586, "fast_rcnn/fg_cls_accuracy": 0.6231191463227391, "iteration": 51819, "loss_box_reg": 0.23416981380432844, "loss_cls": 0.23039293242618442, "loss_mask": 0.26479572895914316, "loss_rpn_cls": 0.05251642083749175, "loss_rpn_loc": 0.08402415330056101, "loss_sem_seg": 0.307195246219635, "lr": 0.02, "mask_rcnn/accuracy": 0.8878908248159632, "mask_rcnn/false_negative": 0.10034468048863202, "mask_rcnn/false_positive": 0.12658087641845983, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5554382274985983, "total_loss": 1.228277788934065} {"data_time": 0.012334739500147407, "eta_seconds": 123009.10521547445, "fast_rcnn/cls_accuracy": 0.91064453125, "fast_rcnn/false_negative": 0.35843454790823215, "fast_rcnn/fg_cls_accuracy": 0.5920982828423844, "iteration": 51839, "loss_box_reg": 0.2434047874994576, "loss_cls": 0.23393907165154815, "loss_mask": 0.2626361334696412, "loss_rpn_cls": 0.04650710127316415, "loss_rpn_loc": 0.08213254794827662, "loss_sem_seg": 0.31092917267233133, "lr": 0.02, "mask_rcnn/accuracy": 0.8862248720667087, "mask_rcnn/false_negative": 0.1003022292779196, "mask_rcnn/false_positive": 0.11267431191002358, "roi_head/num_bg_samples": 431.5, "roi_head/num_fg_samples": 80.5, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.5704149759985739, "total_loss": 1.1946877340233186} {"data_time": 0.012951887500094017, "eta_seconds": 122852.88048217089, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.38377281947261666, "fast_rcnn/fg_cls_accuracy": 0.5335135135135135, "iteration": 51859, "loss_box_reg": 0.25959303183481097, "loss_cls": 0.25192150566726923, "loss_mask": 0.2741695223376155, "loss_rpn_cls": 0.04744933493202552, "loss_rpn_loc": 0.08498839638195932, "loss_sem_seg": 0.32338262954726815, "lr": 0.02, "mask_rcnn/accuracy": 0.8715654024767802, "mask_rcnn/false_negative": 0.1031099031097058, "mask_rcnn/false_positive": 0.13268716380710105, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.561575145500683, "total_loss": 1.255302626406774} {"data_time": 0.01187325649880222, "eta_seconds": 122841.61686089088, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.3317491749174918, "fast_rcnn/fg_cls_accuracy": 0.6407162534435262, "iteration": 51879, "loss_box_reg": 0.23415239481255412, "loss_cls": 0.22639424027875066, "loss_mask": 0.2796699325554073, "loss_rpn_cls": 0.04667301388690248, "loss_rpn_loc": 0.0796763504476985, "loss_sem_seg": 0.3792129931971431, "lr": 0.02, "mask_rcnn/accuracy": 0.8905800046105694, "mask_rcnn/false_negative": 0.08489480796909929, "mask_rcnn/false_positive": 0.14005170562712768, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5618611365007382, "total_loss": 1.259587091364665} {"data_time": 0.012525462498160778, "eta_seconds": 122721.07231588903, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.40930232558139534, "fast_rcnn/fg_cls_accuracy": 0.5394557823129251, "iteration": 51899, "loss_box_reg": 0.23250754503533244, "loss_cls": 0.2140622502192855, "loss_mask": 0.2722350424155593, "loss_rpn_cls": 0.05287700437474996, "loss_rpn_loc": 0.07915456729824655, "loss_sem_seg": 0.3735822062008083, "lr": 0.02, "mask_rcnn/accuracy": 0.8701369275388727, "mask_rcnn/false_negative": 0.1085476122712892, "mask_rcnn/false_positive": 0.12238551758771293, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5623688755003968, "total_loss": 1.2320744701428339} {"data_time": 0.012843929000155185, "eta_seconds": 122697.56223656598, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.3564428110034525, "fast_rcnn/fg_cls_accuracy": 0.5997416855020988, "iteration": 51919, "loss_box_reg": 0.237435981631279, "loss_cls": 0.22488499712198973, "loss_mask": 0.2670364314690232, "loss_rpn_cls": 0.05017468634468969, "loss_rpn_loc": 0.08753755104407901, "loss_sem_seg": 0.3628493561409414, "lr": 0.02, "mask_rcnn/accuracy": 0.894113436334986, "mask_rcnn/false_negative": 0.08504948519734049, "mask_rcnn/false_positive": 0.11212407205340066, "roi_head/num_bg_samples": 457.25, "roi_head/num_fg_samples": 54.75, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5599637384984817, "total_loss": 1.2632379625865724} {"data_time": 0.012906656998893595, "eta_seconds": 122797.35852407927, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3947985197368421, "fast_rcnn/fg_cls_accuracy": 0.5849685534591195, "iteration": 51939, "loss_box_reg": 0.24568837601691484, "loss_cls": 0.23150337534025311, "loss_mask": 0.2698557646945119, "loss_rpn_cls": 0.043886999461392406, "loss_rpn_loc": 0.07669281953712925, "loss_sem_seg": 0.3551500756293535, "lr": 0.02, "mask_rcnn/accuracy": 0.8890498714585058, "mask_rcnn/false_negative": 0.09066847186777119, "mask_rcnn/false_positive": 0.1296325690457229, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.5612363224990986, "total_loss": 1.2422439627407584} {"data_time": 0.012584415499077295, "eta_seconds": 122786.09586284924, "fast_rcnn/cls_accuracy": 0.90185546875, "fast_rcnn/false_negative": 0.4521732702542874, "fast_rcnn/fg_cls_accuracy": 0.4333242432506136, "iteration": 51959, "loss_box_reg": 0.24547263723798096, "loss_cls": 0.2323006629012525, "loss_mask": 0.2589592030271888, "loss_rpn_cls": 0.04841019673040137, "loss_rpn_loc": 0.08135387602669653, "loss_sem_seg": 0.35103749739937484, "lr": 0.02, "mask_rcnn/accuracy": 0.885520205717978, "mask_rcnn/false_negative": 0.1036898691194297, "mask_rcnn/false_positive": 0.12625059565661434, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5618424090007466, "total_loss": 1.2340638479799964} {"data_time": 0.01163087950044428, "eta_seconds": 122722.46510251389, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.3908371040723982, "fast_rcnn/fg_cls_accuracy": 0.537777294475859, "iteration": 51979, "loss_box_reg": 0.2311697518453002, "loss_cls": 0.22363690636120737, "loss_mask": 0.2700838875025511, "loss_rpn_cls": 0.04858185967896134, "loss_rpn_loc": 0.07816157664638013, "loss_sem_seg": 0.41827168595045805, "lr": 0.02, "mask_rcnn/accuracy": 0.8898580847222313, "mask_rcnn/false_negative": 0.09442051774420698, "mask_rcnn/false_positive": 0.140537415455665, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5563896754993038, "total_loss": 1.3166123298578896} {"data_time": 0.012930615499499254, "eta_seconds": 122664.80431513897, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.41688311688311686, "fast_rcnn/fg_cls_accuracy": 0.5377621597501117, "iteration": 51999, "loss_box_reg": 0.23552174167707562, "loss_cls": 0.22558805160224438, "loss_mask": 0.269898122176528, "loss_rpn_cls": 0.04890109946427401, "loss_rpn_loc": 0.08137625851668417, "loss_sem_seg": 0.30179202393628657, "lr": 0.02, "mask_rcnn/accuracy": 0.8796284486016629, "mask_rcnn/false_negative": 0.11329293707809462, "mask_rcnn/false_positive": 0.1253656476457675, "roi_head/num_bg_samples": 467.5, "roi_head/num_fg_samples": 44.5, "rpn/num_neg_anchors": 237.75, "rpn/num_pos_anchors": 18.25, "time": 0.5531319349993282, "total_loss": 1.1738164603011683} {"data_time": 0.01270677749926108, "eta_seconds": 122752.30787915915, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.4147830018083183, "fast_rcnn/fg_cls_accuracy": 0.5235738308268292, "iteration": 52019, "loss_box_reg": 0.2511062924750149, "loss_cls": 0.22810808615759015, "loss_mask": 0.2756832130253315, "loss_rpn_cls": 0.04911075803101994, "loss_rpn_loc": 0.08562905777944252, "loss_sem_seg": 0.3487326577305794, "lr": 0.02, "mask_rcnn/accuracy": 0.8822672805139953, "mask_rcnn/false_negative": 0.11313133125884833, "mask_rcnn/false_positive": 0.1382489336986753, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5717239459991106, "total_loss": 1.2429930157959461} {"data_time": 0.012116680500184884, "eta_seconds": 122637.17568496779, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.3434959349593496, "fast_rcnn/fg_cls_accuracy": 0.6061224489795918, "iteration": 52039, "loss_box_reg": 0.23090696008875966, "loss_cls": 0.2133023706264794, "loss_mask": 0.25107548478990793, "loss_rpn_cls": 0.05233320652041584, "loss_rpn_loc": 0.08002731946180575, "loss_sem_seg": 0.34987817890942097, "lr": 0.02, "mask_rcnn/accuracy": 0.8837289999475817, "mask_rcnn/false_negative": 0.1033850514554226, "mask_rcnn/false_positive": 0.1490861135412603, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 0.5729394699974364, "total_loss": 1.1683460669155465} {"data_time": 0.01304015350251575, "eta_seconds": 122618.7949037258, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3580467562348494, "fast_rcnn/fg_cls_accuracy": 0.6275395737255391, "iteration": 52059, "loss_box_reg": 0.2268319025170058, "loss_cls": 0.21810409682802856, "loss_mask": 0.2632292313501239, "loss_rpn_cls": 0.05625600297935307, "loss_rpn_loc": 0.08690180315170437, "loss_sem_seg": 0.3671611356548965, "lr": 0.02, "mask_rcnn/accuracy": 0.8563022121211359, "mask_rcnn/false_negative": 0.09519874270551856, "mask_rcnn/false_positive": 0.16595132967457848, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.5639779704997636, "total_loss": 1.2532097090734169} {"data_time": 0.012732735001918627, "eta_seconds": 122614.66942454781, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.3685666851134477, "fast_rcnn/fg_cls_accuracy": 0.6142615319509099, "iteration": 52079, "loss_box_reg": 0.23483393155038357, "loss_cls": 0.23257465474307537, "loss_mask": 0.26640219055116177, "loss_rpn_cls": 0.05131023089052178, "loss_rpn_loc": 0.08255844854284078, "loss_sem_seg": 0.3298714915290475, "lr": 0.02, "mask_rcnn/accuracy": 0.8903846175069638, "mask_rcnn/false_negative": 0.0946504517096867, "mask_rcnn/false_positive": 0.13338282261431234, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5693786249994446, "total_loss": 1.2508900791872293} {"data_time": 0.013363626998398104, "eta_seconds": 122596.28995148574, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.38931523022432113, "fast_rcnn/fg_cls_accuracy": 0.5304448563484708, "iteration": 52099, "loss_box_reg": 0.2520756267476827, "loss_cls": 0.24333750549703836, "loss_mask": 0.2804285604506731, "loss_rpn_cls": 0.055462814576458186, "loss_rpn_loc": 0.09301443261210807, "loss_sem_seg": 0.3483008360490203, "lr": 0.02, "mask_rcnn/accuracy": 0.8726119063327811, "mask_rcnn/false_negative": 0.11057781780602369, "mask_rcnn/false_positive": 0.1473078448416822, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.5727972455006238, "total_loss": 1.259313799557276} {"data_time": 0.01216802000089956, "eta_seconds": 122562.21193446766, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.30749273557492734, "fast_rcnn/fg_cls_accuracy": 0.6575884864343754, "iteration": 52119, "loss_box_reg": 0.24077061424031854, "loss_cls": 0.21134677808731794, "loss_mask": 0.26958425156772137, "loss_rpn_cls": 0.05105745399487205, "loss_rpn_loc": 0.07464136491762474, "loss_sem_seg": 0.3478972567245364, "lr": 0.02, "mask_rcnn/accuracy": 0.8958339813903066, "mask_rcnn/false_negative": 0.07953999571690197, "mask_rcnn/false_positive": 0.11456526766731673, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.5616870624999137, "total_loss": 1.2264202158185071} {"data_time": 0.012959228000909206, "eta_seconds": 122573.78499924569, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.37697176241480035, "fast_rcnn/fg_cls_accuracy": 0.615335929892892, "iteration": 52139, "loss_box_reg": 0.2642777753062546, "loss_cls": 0.24285456258803606, "loss_mask": 0.2776076216250658, "loss_rpn_cls": 0.051841840031556785, "loss_rpn_loc": 0.08725212037097663, "loss_sem_seg": 0.34618805116042495, "lr": 0.02, "mask_rcnn/accuracy": 0.8899497428430521, "mask_rcnn/false_negative": 0.08593736795815371, "mask_rcnn/false_positive": 0.11541584829468383, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.5646007734994782, "total_loss": 1.3015507942182012} {"data_time": 0.013023037499806378, "eta_seconds": 122618.40873912549, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3437062937062937, "fast_rcnn/fg_cls_accuracy": 0.5682624113475178, "iteration": 52159, "loss_box_reg": 0.24007036397233605, "loss_cls": 0.23885328462347388, "loss_mask": 0.26460011024028063, "loss_rpn_cls": 0.04344612528802827, "loss_rpn_loc": 0.07346112906816415, "loss_sem_seg": 0.33837085508275777, "lr": 0.02, "mask_rcnn/accuracy": 0.887287226281045, "mask_rcnn/false_negative": 0.09497461417207376, "mask_rcnn/false_positive": 0.12016208031718166, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5738675989978219, "total_loss": 1.2317277356050909} {"data_time": 0.01164815150150389, "eta_seconds": 122607.15113300551, "fast_rcnn/cls_accuracy": 0.90576171875, "fast_rcnn/false_negative": 0.4158243290345068, "fast_rcnn/fg_cls_accuracy": 0.5212096332785987, "iteration": 52179, "loss_box_reg": 0.26093005295842886, "loss_cls": 0.25483814952895045, "loss_mask": 0.26645849645137787, "loss_rpn_cls": 0.04544958207407035, "loss_rpn_loc": 0.08067624029354192, "loss_sem_seg": 0.34087435994297266, "lr": 0.02, "mask_rcnn/accuracy": 0.8760111927249292, "mask_rcnn/false_negative": 0.07819444637155257, "mask_rcnn/false_positive": 0.14069271669315092, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.5748487599994405, "total_loss": 1.2575608036713675} {"data_time": 0.012409712000589934, "eta_seconds": 122530.09464728911, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.34342774146695715, "fast_rcnn/fg_cls_accuracy": 0.6088029617441382, "iteration": 52199, "loss_box_reg": 0.2670065206475556, "loss_cls": 0.2445455223787576, "loss_mask": 0.27066205674782395, "loss_rpn_cls": 0.047855691285803914, "loss_rpn_loc": 0.08188559859991074, "loss_sem_seg": 0.31079255836084485, "lr": 0.02, "mask_rcnn/accuracy": 0.8724046234269789, "mask_rcnn/false_negative": 0.09348528436191664, "mask_rcnn/false_positive": 0.1259166683208567, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5624818070009496, "total_loss": 1.2255585679085925} {"data_time": 0.012619686500329408, "eta_seconds": 122499.92651628182, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.4327258838934963, "fast_rcnn/fg_cls_accuracy": 0.5305286671630678, "iteration": 52219, "loss_box_reg": 0.23870656359940767, "loss_cls": 0.2337819766253233, "loss_mask": 0.26326563209295273, "loss_rpn_cls": 0.044541560229845345, "loss_rpn_loc": 0.07930724113248289, "loss_sem_seg": 0.3558123428374529, "lr": 0.02, "mask_rcnn/accuracy": 0.8841439173071826, "mask_rcnn/false_negative": 0.09324916160142285, "mask_rcnn/false_positive": 0.13634873830474503, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5676846320002369, "total_loss": 1.2296980500250356} {"data_time": 0.013243250999948941, "eta_seconds": 122524.6443828679, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.368452380952381, "fast_rcnn/fg_cls_accuracy": 0.6007331211639009, "iteration": 52239, "loss_box_reg": 0.2552151447162032, "loss_cls": 0.23297453857958317, "loss_mask": 0.2652391456067562, "loss_rpn_cls": 0.05649121265014401, "loss_rpn_loc": 0.08211830863729119, "loss_sem_seg": 0.36133943637833, "lr": 0.02, "mask_rcnn/accuracy": 0.8840320102794812, "mask_rcnn/false_negative": 0.10287277359481622, "mask_rcnn/false_positive": 0.14098948830898017, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5671780739994574, "total_loss": 1.2472582360205706} {"data_time": 0.012232590999701642, "eta_seconds": 122506.27014252554, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.2857142857142857, "fast_rcnn/fg_cls_accuracy": 0.6749007936507937, "iteration": 52259, "loss_box_reg": 0.23728765174746513, "loss_cls": 0.2188168508000672, "loss_mask": 0.26641425490379333, "loss_rpn_cls": 0.05011556381941773, "loss_rpn_loc": 0.07225929206470028, "loss_sem_seg": 0.3471802363637835, "lr": 0.02, "mask_rcnn/accuracy": 0.8839925332353, "mask_rcnn/false_negative": 0.09707760038934062, "mask_rcnn/false_positive": 0.131225965170546, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5610279084994545, "total_loss": 1.1990010806766804} {"data_time": 0.012993633999940357, "eta_seconds": 122575.9427114383, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.38685503685503686, "fast_rcnn/fg_cls_accuracy": 0.5534822354160777, "iteration": 52279, "loss_box_reg": 0.2589207470882684, "loss_cls": 0.25509618129581213, "loss_mask": 0.27363694459199905, "loss_rpn_cls": 0.04827031266177073, "loss_rpn_loc": 0.0893525872961618, "loss_sem_seg": 0.36878875317052007, "lr": 0.02, "mask_rcnn/accuracy": 0.8757617304243874, "mask_rcnn/false_negative": 0.11060753334649981, "mask_rcnn/false_positive": 0.12256285815398457, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5840677590003907, "total_loss": 1.3294346566544846} {"data_time": 0.012564970000312314, "eta_seconds": 122598.71861105015, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.32877604166666663, "fast_rcnn/fg_cls_accuracy": 0.6628787878787878, "iteration": 52299, "loss_box_reg": 0.26924796495586634, "loss_cls": 0.25268248189240694, "loss_mask": 0.2716132076457143, "loss_rpn_cls": 0.0516371502308175, "loss_rpn_loc": 0.07419899688102305, "loss_sem_seg": 0.34191044652834535, "lr": 0.02, "mask_rcnn/accuracy": 0.8692527965279032, "mask_rcnn/false_negative": 0.131603962488821, "mask_rcnn/false_positive": 0.13674166917390668, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5725079429994366, "total_loss": 1.307933822798077} {"data_time": 0.012773399999787216, "eta_seconds": 122620.59097568813, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.4385097387890684, "fast_rcnn/fg_cls_accuracy": 0.487890625, "iteration": 52319, "loss_box_reg": 0.24395774770528078, "loss_cls": 0.23653036425821483, "loss_mask": 0.25647357758134604, "loss_rpn_cls": 0.04605429217917845, "loss_rpn_loc": 0.07595707976724952, "loss_sem_seg": 0.3338421741500497, "lr": 0.02, "mask_rcnn/accuracy": 0.8833908982381481, "mask_rcnn/false_negative": 0.10740564309942009, "mask_rcnn/false_positive": 0.11443772051997081, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 235.5, "rpn/num_pos_anchors": 20.5, "time": 0.5766390084991144, "total_loss": 1.2468481889227405} {"data_time": 0.01229112399960286, "eta_seconds": 122542.16298158823, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.3523995535714286, "fast_rcnn/fg_cls_accuracy": 0.6089317375886525, "iteration": 52339, "loss_box_reg": 0.2213520035147667, "loss_cls": 0.22570426599122584, "loss_mask": 0.2682930463925004, "loss_rpn_cls": 0.04251299164025113, "loss_rpn_loc": 0.06812967383302748, "loss_sem_seg": 0.3867897433228791, "lr": 0.02, "mask_rcnn/accuracy": 0.8889923571674059, "mask_rcnn/false_negative": 0.09656859706749546, "mask_rcnn/false_positive": 0.11506625305654097, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5569083810005395, "total_loss": 1.1586513739312068} {"data_time": 0.01238394000029075, "eta_seconds": 122504.16826900635, "fast_rcnn/cls_accuracy": 0.91015625, "fast_rcnn/false_negative": 0.3449500768049155, "fast_rcnn/fg_cls_accuracy": 0.5657928802588996, "iteration": 52359, "loss_box_reg": 0.266738454811275, "loss_cls": 0.25127293076366186, "loss_mask": 0.28120330814272165, "loss_rpn_cls": 0.048299503163434565, "loss_rpn_loc": 0.07264866994228214, "loss_sem_seg": 0.33498080633580685, "lr": 0.02, "mask_rcnn/accuracy": 0.8783778243440232, "mask_rcnn/false_negative": 0.0971609597119249, "mask_rcnn/false_positive": 0.14286340312609214, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5611491244999343, "total_loss": 1.2553949628636474} {"data_time": 0.013785138000457664, "eta_seconds": 122492.91081583631, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.35808329601433053, "fast_rcnn/fg_cls_accuracy": 0.6090831918505942, "iteration": 52379, "loss_box_reg": 0.23643133090808988, "loss_cls": 0.24028494814410806, "loss_mask": 0.2618010388687253, "loss_rpn_cls": 0.052415694983210415, "loss_rpn_loc": 0.07710508193122223, "loss_sem_seg": 0.3732206611894071, "lr": 0.02, "mask_rcnn/accuracy": 0.8760998200933265, "mask_rcnn/false_negative": 0.10641383916261309, "mask_rcnn/false_positive": 0.14592634232241858, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5728755135005485, "total_loss": 1.2581633511872496} {"data_time": 0.012632847998247598, "eta_seconds": 122529.63525318018, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.33874289772727273, "fast_rcnn/fg_cls_accuracy": 0.6042140151515152, "iteration": 52399, "loss_box_reg": 0.22898003086447716, "loss_cls": 0.23805578122846782, "loss_mask": 0.25730267260223627, "loss_rpn_cls": 0.050227920000907034, "loss_rpn_loc": 0.07456537885082071, "loss_sem_seg": 0.3489455124363303, "lr": 0.02, "mask_rcnn/accuracy": 0.8958056298402561, "mask_rcnn/false_negative": 0.09795934383117684, "mask_rcnn/false_positive": 0.10951310223556968, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5691869505008071, "total_loss": 1.2102646994171664} {"data_time": 0.013922217998697306, "eta_seconds": 122564.26056973828, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.3282051282051282, "fast_rcnn/fg_cls_accuracy": 0.6478174603174603, "iteration": 52419, "loss_box_reg": 0.24773814249783754, "loss_cls": 0.2135214761365205, "loss_mask": 0.2747230716049671, "loss_rpn_cls": 0.04738416746840812, "loss_rpn_loc": 0.08079488773364574, "loss_sem_seg": 0.36316975532099605, "lr": 0.02, "mask_rcnn/accuracy": 0.8929149542777524, "mask_rcnn/false_negative": 0.09376902764604139, "mask_rcnn/false_positive": 0.1301895493102021, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5698739050003496, "total_loss": 1.255501924926648} {"data_time": 0.012774602000718005, "eta_seconds": 122720.22699380269, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.3785597572362278, "fast_rcnn/fg_cls_accuracy": 0.5255411255411255, "iteration": 52439, "loss_box_reg": 0.24359923554584384, "loss_cls": 0.24827652424573898, "loss_mask": 0.263941022567451, "loss_rpn_cls": 0.04669436969561502, "loss_rpn_loc": 0.07542194667621516, "loss_sem_seg": 0.3470460306853056, "lr": 0.02, "mask_rcnn/accuracy": 0.8711572961587909, "mask_rcnn/false_negative": 0.08751482552928748, "mask_rcnn/false_positive": 0.11434320739919149, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.573238073498942, "total_loss": 1.2435254604788497} {"data_time": 0.013089258500258438, "eta_seconds": 122724.73270667085, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.3815789473684211, "fast_rcnn/fg_cls_accuracy": 0.5633985267970536, "iteration": 52459, "loss_box_reg": 0.2665415951050818, "loss_cls": 0.24703401420265436, "loss_mask": 0.26163918897509575, "loss_rpn_cls": 0.04317707772133872, "loss_rpn_loc": 0.08129458251642063, "loss_sem_seg": 0.3224429916590452, "lr": 0.02, "mask_rcnn/accuracy": 0.8884067545434331, "mask_rcnn/false_negative": 0.10774308955621517, "mask_rcnn/false_positive": 0.1351024330565812, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.56896173199857, "total_loss": 1.215565598307876} {"data_time": 0.012300684000365436, "eta_seconds": 122724.44744562435, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.33829573812203356, "fast_rcnn/fg_cls_accuracy": 0.6014725130890053, "iteration": 52479, "loss_box_reg": 0.24176677339710295, "loss_cls": 0.2325714104808867, "loss_mask": 0.2673390479758382, "loss_rpn_cls": 0.048447986016981304, "loss_rpn_loc": 0.08326152586960234, "loss_sem_seg": 0.30026662757154554, "lr": 0.02, "mask_rcnn/accuracy": 0.8806400492748419, "mask_rcnn/false_negative": 0.11495082207948137, "mask_rcnn/false_positive": 0.12922759132896997, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5578626959995745, "total_loss": 1.1887978038284928} {"data_time": 0.012744911000481807, "eta_seconds": 122856.09539775294, "fast_rcnn/cls_accuracy": 0.91357421875, "fast_rcnn/false_negative": 0.3917410714285714, "fast_rcnn/fg_cls_accuracy": 0.5786830357142857, "iteration": 52499, "loss_box_reg": 0.26471846271306276, "loss_cls": 0.24663424864411354, "loss_mask": 0.2632179372012615, "loss_rpn_cls": 0.050193214148748666, "loss_rpn_loc": 0.0782495952444151, "loss_sem_seg": 0.3435583910904825, "lr": 0.02, "mask_rcnn/accuracy": 0.881013878765792, "mask_rcnn/false_negative": 0.097331120963326, "mask_rcnn/false_positive": 0.13650989605140415, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.5839381010009674, "total_loss": 1.2507599567179568} {"data_time": 0.01234997299980023, "eta_seconds": 122850.63770248006, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.3900591278640059, "fast_rcnn/fg_cls_accuracy": 0.5322688793898248, "iteration": 52519, "loss_box_reg": 0.2395118095446378, "loss_cls": 0.22981128422543406, "loss_mask": 0.2685350514948368, "loss_rpn_cls": 0.049681867196341045, "loss_rpn_loc": 0.07831761066336185, "loss_sem_seg": 0.3219783906824887, "lr": 0.02, "mask_rcnn/accuracy": 0.8865543708680655, "mask_rcnn/false_negative": 0.08336116674501085, "mask_rcnn/false_positive": 0.1365202321839996, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 234.25, "rpn/num_pos_anchors": 21.75, "time": 0.5604648304979492, "total_loss": 1.2065723334089853} {"data_time": 0.012405749501340324, "eta_seconds": 122920.81632693217, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.3464285714285714, "fast_rcnn/fg_cls_accuracy": 0.639921722113503, "iteration": 52539, "loss_box_reg": 0.24631452606990933, "loss_cls": 0.22786638420075178, "loss_mask": 0.2771099219098687, "loss_rpn_cls": 0.04968864706461318, "loss_rpn_loc": 0.08151258018915541, "loss_sem_seg": 0.369123793207109, "lr": 0.02, "mask_rcnn/accuracy": 0.9056534620427118, "mask_rcnn/false_negative": 0.08100392566961802, "mask_rcnn/false_positive": 0.11369166696320238, "roi_head/num_bg_samples": 460.75, "roi_head/num_fg_samples": 51.25, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5834455639997032, "total_loss": 1.2298791247594636} {"data_time": 0.011467007998362533, "eta_seconds": 122895.37322242967, "fast_rcnn/cls_accuracy": 0.9140625, "fast_rcnn/false_negative": 0.3510760401721664, "fast_rcnn/fg_cls_accuracy": 0.6140656519347149, "iteration": 52559, "loss_box_reg": 0.25516598019748926, "loss_cls": 0.24628024362027645, "loss_mask": 0.2790748253464699, "loss_rpn_cls": 0.038943598192417994, "loss_rpn_loc": 0.07494819030398503, "loss_sem_seg": 0.35509874345734715, "lr": 0.02, "mask_rcnn/accuracy": 0.8878822207710835, "mask_rcnn/false_negative": 0.09763577392009132, "mask_rcnn/false_positive": 0.12834257868248117, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5650936595011444, "total_loss": 1.2383627250383142} {"data_time": 0.012597625500347931, "eta_seconds": 123049.97567909215, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.39195027332040205, "fast_rcnn/fg_cls_accuracy": 0.5458024255269045, "iteration": 52579, "loss_box_reg": 0.2571185689885169, "loss_cls": 0.25231132097542286, "loss_mask": 0.26619959250092506, "loss_rpn_cls": 0.05282485007774085, "loss_rpn_loc": 0.08482368118711747, "loss_sem_seg": 0.33406417071819305, "lr": 0.02, "mask_rcnn/accuracy": 0.8949317896987097, "mask_rcnn/false_negative": 0.08396580466050807, "mask_rcnn/false_positive": 0.13728977589741276, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5688929355001164, "total_loss": 1.3028219304978848} {"data_time": 0.013129002500136266, "eta_seconds": 123010.90973769489, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3392857142857143, "fast_rcnn/fg_cls_accuracy": 0.6286822609811584, "iteration": 52599, "loss_box_reg": 0.2427194258198142, "loss_cls": 0.22682475065812469, "loss_mask": 0.2573107136413455, "loss_rpn_cls": 0.04664726834744215, "loss_rpn_loc": 0.07893491807044484, "loss_sem_seg": 0.3479646313935518, "lr": 0.02, "mask_rcnn/accuracy": 0.8904210849712556, "mask_rcnn/false_negative": 0.08914548074847628, "mask_rcnn/false_positive": 0.13591099609030888, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5626112720001402, "total_loss": 1.197081465550582} {"data_time": 0.013266358999317163, "eta_seconds": 122972.4481122633, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.4278056569343066, "fast_rcnn/fg_cls_accuracy": 0.5125762195121951, "iteration": 52619, "loss_box_reg": 0.23637220496311784, "loss_cls": 0.22298899095039815, "loss_mask": 0.2617192752659321, "loss_rpn_cls": 0.044609538483200595, "loss_rpn_loc": 0.06545945539255626, "loss_sem_seg": 0.337460839189589, "lr": 0.02, "mask_rcnn/accuracy": 0.8845779363179209, "mask_rcnn/false_negative": 0.095225004127078, "mask_rcnn/false_positive": 0.13726588388182562, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5625751094994484, "total_loss": 1.2050242323020939} {"data_time": 0.012285555498237954, "eta_seconds": 122906.02864127958, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.3860914152946361, "fast_rcnn/fg_cls_accuracy": 0.58624830322648, "iteration": 52639, "loss_box_reg": 0.23875690018758178, "loss_cls": 0.2222628127783537, "loss_mask": 0.2627542819827795, "loss_rpn_cls": 0.04752382948936429, "loss_rpn_loc": 0.06484377733431756, "loss_sem_seg": 0.35852074157446623, "lr": 0.02, "mask_rcnn/accuracy": 0.8828819784976432, "mask_rcnn/false_negative": 0.10431885245668017, "mask_rcnn/false_positive": 0.13149141889874078, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5646843114991498, "total_loss": 1.188855397485895} {"data_time": 0.012223528499816894, "eta_seconds": 122949.8201092433, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.39418158567774936, "fast_rcnn/fg_cls_accuracy": 0.44967092528068137, "iteration": 52659, "loss_box_reg": 0.2277605915442109, "loss_cls": 0.21883846819400787, "loss_mask": 0.2695261016488075, "loss_rpn_cls": 0.05389142385683954, "loss_rpn_loc": 0.0986783095577266, "loss_sem_seg": 0.4028063830919564, "lr": 0.02, "mask_rcnn/accuracy": 0.8744305516480186, "mask_rcnn/false_negative": 0.10713511277488551, "mask_rcnn/false_positive": 0.13995745905883322, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5750101609974081, "total_loss": 1.2179451799602248} {"data_time": 0.01226976299949456, "eta_seconds": 122883.4107790796, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.30156183140778775, "fast_rcnn/fg_cls_accuracy": 0.6778316070831941, "iteration": 52679, "loss_box_reg": 0.2394693847745657, "loss_cls": 0.22113794926553965, "loss_mask": 0.25951634254306555, "loss_rpn_cls": 0.04622551074135117, "loss_rpn_loc": 0.07998222310561687, "loss_sem_seg": 0.31772243324667215, "lr": 0.02, "mask_rcnn/accuracy": 0.8818354596916425, "mask_rcnn/false_negative": 0.1014776400300431, "mask_rcnn/false_positive": 0.11204785098449156, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.5454026264997083, "total_loss": 1.2247055016923696} {"data_time": 0.011967469501541927, "eta_seconds": 122954.32724279482, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.36529001844640296, "fast_rcnn/fg_cls_accuracy": 0.5892529087568892, "iteration": 52699, "loss_box_reg": 0.21638732636347413, "loss_cls": 0.22148082964122295, "loss_mask": 0.2673941906541586, "loss_rpn_cls": 0.04865374369546771, "loss_rpn_loc": 0.06603342632297426, "loss_sem_seg": 0.39767616521567106, "lr": 0.02, "mask_rcnn/accuracy": 0.9003561825830009, "mask_rcnn/false_negative": 0.09194948750707896, "mask_rcnn/false_positive": 0.12526006793564837, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5779705165004998, "total_loss": 1.2106668875785545} {"data_time": 0.013584895999883884, "eta_seconds": 123124.38942608115, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.44580787866020644, "fast_rcnn/fg_cls_accuracy": 0.5287481444829292, "iteration": 52719, "loss_box_reg": 0.24388429755344987, "loss_cls": 0.24070281442254782, "loss_mask": 0.2705367407761514, "loss_rpn_cls": 0.05624344470561482, "loss_rpn_loc": 0.08531851074076258, "loss_sem_seg": 0.3570169685408473, "lr": 0.02, "mask_rcnn/accuracy": 0.8786305180511353, "mask_rcnn/false_negative": 0.09946450937169157, "mask_rcnn/false_positive": 0.1582123403728602, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5622513350008376, "total_loss": 1.263142533302016} {"data_time": 0.012627368500034208, "eta_seconds": 123113.05623179117, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.37374172185430465, "fast_rcnn/fg_cls_accuracy": 0.5633980582524272, "iteration": 52739, "loss_box_reg": 0.22704365151003003, "loss_cls": 0.22030516946688294, "loss_mask": 0.27274379786103964, "loss_rpn_cls": 0.053125832171645015, "loss_rpn_loc": 0.07745912068639882, "loss_sem_seg": 0.3779866034165025, "lr": 0.02, "mask_rcnn/accuracy": 0.8602905064733923, "mask_rcnn/false_negative": 0.11222537236797564, "mask_rcnn/false_positive": 0.1652878938360777, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 200.5, "rpn/num_pos_anchors": 55.5, "time": 0.5656814584999665, "total_loss": 1.254606389644323} {"data_time": 0.01124935500047286, "eta_seconds": 123088.00209602226, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.3821562332798288, "fast_rcnn/fg_cls_accuracy": 0.6112403441011236, "iteration": 52759, "loss_box_reg": 0.2399367557372898, "loss_cls": 0.223047343082726, "loss_mask": 0.2770407819189131, "loss_rpn_cls": 0.04102260112995282, "loss_rpn_loc": 0.06412754568737, "loss_sem_seg": 0.35614411160349846, "lr": 0.02, "mask_rcnn/accuracy": 0.8991964075926424, "mask_rcnn/false_negative": 0.09966008476938537, "mask_rcnn/false_positive": 0.1177860586642649, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5709312709986989, "total_loss": 1.249201419239398} {"data_time": 0.01261539349980012, "eta_seconds": 123107.93033031374, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.35271446607748025, "fast_rcnn/fg_cls_accuracy": 0.635971367407011, "iteration": 52779, "loss_box_reg": 0.24454962741583586, "loss_cls": 0.23242589400615543, "loss_mask": 0.27763803116977215, "loss_rpn_cls": 0.05499143032648135, "loss_rpn_loc": 0.09196306411467958, "loss_sem_seg": 0.40379522647708654, "lr": 0.02, "mask_rcnn/accuracy": 0.872077072715775, "mask_rcnn/false_negative": 0.13406020743118163, "mask_rcnn/false_positive": 0.14558453363658697, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5724758670003212, "total_loss": 1.2888848946458893} {"data_time": 0.012263886001164792, "eta_seconds": 123223.73597275671, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.3384144907080687, "fast_rcnn/fg_cls_accuracy": 0.6132530120481927, "iteration": 52799, "loss_box_reg": 0.2658786680549383, "loss_cls": 0.24074767157435417, "loss_mask": 0.27364510484039783, "loss_rpn_cls": 0.04844043150660582, "loss_rpn_loc": 0.09559188869025093, "loss_sem_seg": 0.34215604746714234, "lr": 0.02, "mask_rcnn/accuracy": 0.8844693030904309, "mask_rcnn/false_negative": 0.09646767271533056, "mask_rcnn/false_positive": 0.1274551451555698, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5721669785016275, "total_loss": 1.2604538463929202} {"data_time": 0.012925659499160247, "eta_seconds": 123232.89883529059, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.4246835443037975, "fast_rcnn/fg_cls_accuracy": 0.5067226890756302, "iteration": 52819, "loss_box_reg": 0.2408987684175372, "loss_cls": 0.23742531286552548, "loss_mask": 0.2740004602819681, "loss_rpn_cls": 0.056095062725944445, "loss_rpn_loc": 0.07845891610486433, "loss_sem_seg": 0.352247997187078, "lr": 0.02, "mask_rcnn/accuracy": 0.8903913518384818, "mask_rcnn/false_negative": 0.09084977984648686, "mask_rcnn/false_positive": 0.11506613337896664, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5683065424982487, "total_loss": 1.2793571978982072} {"data_time": 0.012174357001640601, "eta_seconds": 123099.9864167315, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.37338691836885185, "fast_rcnn/fg_cls_accuracy": 0.6111111111111112, "iteration": 52839, "loss_box_reg": 0.2178336549550295, "loss_cls": 0.21236736234277487, "loss_mask": 0.26941165421158075, "loss_rpn_cls": 0.05089195992331952, "loss_rpn_loc": 0.08328245524899103, "loss_sem_seg": 0.4111046656034887, "lr": 0.02, "mask_rcnn/accuracy": 0.8919374855434763, "mask_rcnn/false_negative": 0.09324400344024895, "mask_rcnn/false_positive": 0.12727336959142493, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5601861230024952, "total_loss": 1.2528764021699317} {"data_time": 0.013295735498104477, "eta_seconds": 123196.84437951024, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.4368141004323246, "fast_rcnn/fg_cls_accuracy": 0.5463425715583825, "iteration": 52859, "loss_box_reg": 0.24756103614345193, "loss_cls": 0.2530140168964863, "loss_mask": 0.2706656465306878, "loss_rpn_cls": 0.04870186815969646, "loss_rpn_loc": 0.08997122340952046, "loss_sem_seg": 0.3512181034311652, "lr": 0.02, "mask_rcnn/accuracy": 0.8947884605608547, "mask_rcnn/false_negative": 0.08151870227378866, "mask_rcnn/false_positive": 0.14415220449951743, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.5706935880007222, "total_loss": 1.252954960684292} {"data_time": 0.013005060001887614, "eta_seconds": 123198.85361987064, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.4193722943722944, "fast_rcnn/fg_cls_accuracy": 0.5623344370860928, "iteration": 52879, "loss_box_reg": 0.2620068653486669, "loss_cls": 0.22874931572005153, "loss_mask": 0.2707841005176306, "loss_rpn_cls": 0.05614040535874665, "loss_rpn_loc": 0.09103598678484559, "loss_sem_seg": 0.366324900649488, "lr": 0.02, "mask_rcnn/accuracy": 0.8778078187079251, "mask_rcnn/false_negative": 0.11734349622691617, "mask_rcnn/false_positive": 0.12884047470208215, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.5636131435021525, "total_loss": 1.3020054556545801} {"data_time": 0.01360228999692481, "eta_seconds": 123258.08192741127, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.4161310142735608, "fast_rcnn/fg_cls_accuracy": 0.577157576330466, "iteration": 52899, "loss_box_reg": 0.23204416781663895, "loss_cls": 0.24595237313769758, "loss_mask": 0.26375278923660517, "loss_rpn_cls": 0.049108941515441984, "loss_rpn_loc": 0.08332121971761808, "loss_sem_seg": 0.3556339666247368, "lr": 0.02, "mask_rcnn/accuracy": 0.8775957111032332, "mask_rcnn/false_negative": 0.09770367231642536, "mask_rcnn/false_positive": 0.11818463881956162, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5794057014973077, "total_loss": 1.2808281856414396} {"data_time": 0.012390005500492407, "eta_seconds": 123246.72702053131, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3492063492063492, "fast_rcnn/fg_cls_accuracy": 0.5648148148148149, "iteration": 52919, "loss_box_reg": 0.23144251573830843, "loss_cls": 0.21556585561484098, "loss_mask": 0.2638074802234769, "loss_rpn_cls": 0.04425455542514101, "loss_rpn_loc": 0.07332805776968598, "loss_sem_seg": 0.3703145692124963, "lr": 0.02, "mask_rcnn/accuracy": 0.8732030972061373, "mask_rcnn/false_negative": 0.08636793409465929, "mask_rcnn/false_positive": 0.12829169373689797, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.556177452999691, "total_loss": 1.2142497335444205} {"data_time": 0.013089884996588808, "eta_seconds": 123333.20063838527, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.38181818181818183, "fast_rcnn/fg_cls_accuracy": 0.5465163934426229, "iteration": 52939, "loss_box_reg": 0.25116276275366545, "loss_cls": 0.25043795770034194, "loss_mask": 0.26367475278675556, "loss_rpn_cls": 0.0588255854381714, "loss_rpn_loc": 0.09890298824757338, "loss_sem_seg": 0.34225990204140544, "lr": 0.02, "mask_rcnn/accuracy": 0.8696779062913222, "mask_rcnn/false_negative": 0.11074761909828325, "mask_rcnn/false_positive": 0.15943527367347046, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.573010128999158, "total_loss": 1.2840945639036363} {"data_time": 0.012687767502939096, "eta_seconds": 123309.69012703282, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.35098627787307035, "fast_rcnn/fg_cls_accuracy": 0.6112064036592338, "iteration": 52959, "loss_box_reg": 0.23103724513202906, "loss_cls": 0.2292934141587466, "loss_mask": 0.26456701941788197, "loss_rpn_cls": 0.04687854368239641, "loss_rpn_loc": 0.07353302621049806, "loss_sem_seg": 0.3181537613272667, "lr": 0.02, "mask_rcnn/accuracy": 0.8901420984573394, "mask_rcnn/false_negative": 0.08874797250899111, "mask_rcnn/false_positive": 0.11335117269297308, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5601893214989104, "total_loss": 1.2179377268766984} {"data_time": 0.013296673500008183, "eta_seconds": 123315.62096917741, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3564759142675249, "fast_rcnn/fg_cls_accuracy": 0.6133586478615884, "iteration": 52979, "loss_box_reg": 0.23731889203190804, "loss_cls": 0.22418646584264934, "loss_mask": 0.2663010638207197, "loss_rpn_cls": 0.04484520648838952, "loss_rpn_loc": 0.07861313298053574, "loss_sem_seg": 0.3479472193866968, "lr": 0.02, "mask_rcnn/accuracy": 0.8860015248103505, "mask_rcnn/false_negative": 0.10246289253695125, "mask_rcnn/false_positive": 0.1207394958014522, "roi_head/num_bg_samples": 456.25, "roi_head/num_fg_samples": 55.75, "rpn/num_neg_anchors": 236.5, "rpn/num_pos_anchors": 19.5, "time": 0.5721070694999071, "total_loss": 1.2224463122547604} {"data_time": 0.012166342003183672, "eta_seconds": 123344.33210163494, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.37406716417910446, "fast_rcnn/fg_cls_accuracy": 0.5882457386363636, "iteration": 52999, "loss_box_reg": 0.2346790563315153, "loss_cls": 0.2448207512497902, "loss_mask": 0.266953210812062, "loss_rpn_cls": 0.045477732084691525, "loss_rpn_loc": 0.08189210755517706, "loss_sem_seg": 0.38072763988748193, "lr": 0.02, "mask_rcnn/accuracy": 0.8882303814382897, "mask_rcnn/false_negative": 0.08061402273627163, "mask_rcnn/false_positive": 0.14119282286916274, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 234.75, "rpn/num_pos_anchors": 21.25, "time": 0.5642927159969986, "total_loss": 1.2189111932530068} {"data_time": 0.013791241999570047, "eta_seconds": 123291.85880631531, "fast_rcnn/cls_accuracy": 0.9140625, "fast_rcnn/false_negative": 0.38675304232003394, "fast_rcnn/fg_cls_accuracy": 0.5556451612903226, "iteration": 53019, "loss_box_reg": 0.2524167909286916, "loss_cls": 0.24929156783036888, "loss_mask": 0.2608239883556962, "loss_rpn_cls": 0.048087692994158715, "loss_rpn_loc": 0.0690644154092297, "loss_sem_seg": 0.35895266057923436, "lr": 0.02, "mask_rcnn/accuracy": 0.8880723771920829, "mask_rcnn/false_negative": 0.10716861357414903, "mask_rcnn/false_positive": 0.11895812531886882, "roi_head/num_bg_samples": 431.75, "roi_head/num_fg_samples": 80.25, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5744597785014776, "total_loss": 1.20685749760014} {"data_time": 0.012941564498760272, "eta_seconds": 123321.5959239949, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3341578462954441, "fast_rcnn/fg_cls_accuracy": 0.6314427059364933, "iteration": 53039, "loss_box_reg": 0.23288746643811464, "loss_cls": 0.23431450908537954, "loss_mask": 0.2716799871996045, "loss_rpn_cls": 0.04849440240650438, "loss_rpn_loc": 0.0721405473886989, "loss_sem_seg": 0.3797623594291508, "lr": 0.02, "mask_rcnn/accuracy": 0.8960597826086957, "mask_rcnn/false_negative": 0.1126025643094789, "mask_rcnn/false_positive": 0.11807465436467356, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 0.5757560229976662, "total_loss": 1.2301573180302512} {"data_time": 0.01249167599962675, "eta_seconds": 123269.13020633535, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.31995459789364, "fast_rcnn/fg_cls_accuracy": 0.6052937447168216, "iteration": 53059, "loss_box_reg": 0.250224880175665, "loss_cls": 0.24756517866626382, "loss_mask": 0.26614661421626806, "loss_rpn_cls": 0.05734887139988132, "loss_rpn_loc": 0.08301566998125054, "loss_sem_seg": 0.3884258852340281, "lr": 0.02, "mask_rcnn/accuracy": 0.8714808772270317, "mask_rcnn/false_negative": 0.09818842934297883, "mask_rcnn/false_positive": 0.15201947919792086, "roi_head/num_bg_samples": 431.25, "roi_head/num_fg_samples": 80.75, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5635145710002689, "total_loss": 1.3567427732050419} {"data_time": 0.012981355503143277, "eta_seconds": 123209.96205006521, "fast_rcnn/cls_accuracy": 0.9091796875, "fast_rcnn/false_negative": 0.40944533049796206, "fast_rcnn/fg_cls_accuracy": 0.5655772859838737, "iteration": 53079, "loss_box_reg": 0.24451127683278173, "loss_cls": 0.21061226911842823, "loss_mask": 0.2551929457113147, "loss_rpn_cls": 0.05103000195231289, "loss_rpn_loc": 0.06867128773592412, "loss_sem_seg": 0.3908343310467899, "lr": 0.02, "mask_rcnn/accuracy": 0.8785411552680773, "mask_rcnn/false_negative": 0.10752051291524564, "mask_rcnn/false_positive": 0.11465556574167879, "roi_head/num_bg_samples": 428.5, "roi_head/num_fg_samples": 83.5, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.5613165190006839, "total_loss": 1.204077340218646} {"data_time": 0.012304006999329431, "eta_seconds": 123125.52332968434, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.39663461538461536, "fast_rcnn/fg_cls_accuracy": 0.48333333333333334, "iteration": 53099, "loss_box_reg": 0.2356180353090167, "loss_cls": 0.23328892514109612, "loss_mask": 0.26745829824358225, "loss_rpn_cls": 0.05407891728100367, "loss_rpn_loc": 0.07640792249003425, "loss_sem_seg": 0.3341386669781059, "lr": 0.02, "mask_rcnn/accuracy": 0.8884602340936374, "mask_rcnn/false_negative": 0.10518240219545186, "mask_rcnn/false_positive": 0.12184634655499575, "roi_head/num_bg_samples": 459.5, "roi_head/num_fg_samples": 52.5, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 0.5611257120035589, "total_loss": 1.1925191830669064} {"data_time": 0.0128557424977771, "eta_seconds": 123133.17795173162, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.4605590062111801, "fast_rcnn/fg_cls_accuracy": 0.5239130434782608, "iteration": 53119, "loss_box_reg": 0.2260749361012131, "loss_cls": 0.208474027691409, "loss_mask": 0.2563337264582515, "loss_rpn_cls": 0.04400113777955994, "loss_rpn_loc": 0.07724839061847888, "loss_sem_seg": 0.36186823435127735, "lr": 0.02, "mask_rcnn/accuracy": 0.8748364508338957, "mask_rcnn/false_negative": 0.08987268365355676, "mask_rcnn/false_positive": 0.164678521072678, "roi_head/num_bg_samples": 433.0, "roi_head/num_fg_samples": 79.0, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5644392220019654, "total_loss": 1.2129025289905258} {"data_time": 0.012900395497126738, "eta_seconds": 122999.65678654063, "fast_rcnn/cls_accuracy": 0.912109375, "fast_rcnn/false_negative": 0.4289248264658101, "fast_rcnn/fg_cls_accuracy": 0.5385113268608415, "iteration": 53139, "loss_box_reg": 0.2482220814563334, "loss_cls": 0.2517842031084001, "loss_mask": 0.2776959743350744, "loss_rpn_cls": 0.05848793967743404, "loss_rpn_loc": 0.08990673269727267, "loss_sem_seg": 0.3188903429545462, "lr": 0.02, "mask_rcnn/accuracy": 0.8785242046001704, "mask_rcnn/false_negative": 0.10611868967977368, "mask_rcnn/false_positive": 0.14362650386984754, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5560456444982265, "total_loss": 1.2526269909576513} {"data_time": 0.013208459502493497, "eta_seconds": 122924.014693814, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.39849624060150374, "fast_rcnn/fg_cls_accuracy": 0.5772122614227877, "iteration": 53159, "loss_box_reg": 0.2478666657116264, "loss_cls": 0.23664901172742248, "loss_mask": 0.2756159855052829, "loss_rpn_cls": 0.04482109355740249, "loss_rpn_loc": 0.08157616981770843, "loss_sem_seg": 0.35905962251126766, "lr": 0.02, "mask_rcnn/accuracy": 0.8663833063713291, "mask_rcnn/false_negative": 0.10512150514490912, "mask_rcnn/false_positive": 0.1565144879080733, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5648410495014105, "total_loss": 1.2613500385778025} {"data_time": 0.013927619002060965, "eta_seconds": 122870.18397132383, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.4082795698924731, "fast_rcnn/fg_cls_accuracy": 0.5746363061353574, "iteration": 53179, "loss_box_reg": 0.24452337250113487, "loss_cls": 0.22313930420204997, "loss_mask": 0.2800046857446432, "loss_rpn_cls": 0.04281454486772418, "loss_rpn_loc": 0.0735553702688776, "loss_sem_seg": 0.3725250051356852, "lr": 0.02, "mask_rcnn/accuracy": 0.8900945115242862, "mask_rcnn/false_negative": 0.09592277692684387, "mask_rcnn/false_positive": 0.12746362750180956, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5691380509997543, "total_loss": 1.2310571414418519} {"data_time": 0.012412814496201463, "eta_seconds": 122901.33927455402, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.38183421516754845, "fast_rcnn/fg_cls_accuracy": 0.5991825158491825, "iteration": 53199, "loss_box_reg": 0.2465862026438117, "loss_cls": 0.24863664340227842, "loss_mask": 0.27353997714817524, "loss_rpn_cls": 0.045600858924444765, "loss_rpn_loc": 0.06784539970976766, "loss_sem_seg": 0.360499101690948, "lr": 0.02, "mask_rcnn/accuracy": 0.8918755129095386, "mask_rcnn/false_negative": 0.12074587752053478, "mask_rcnn/false_positive": 0.09993782409268004, "roi_head/num_bg_samples": 459.25, "roi_head/num_fg_samples": 52.75, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.570640807498421, "total_loss": 1.2411398951662704} {"data_time": 0.012663493002037285, "eta_seconds": 122827.36768095249, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.3841698841698842, "fast_rcnn/fg_cls_accuracy": 0.5975672877846792, "iteration": 53219, "loss_box_reg": 0.22588608274236321, "loss_cls": 0.2372323451563716, "loss_mask": 0.26253788406029344, "loss_rpn_cls": 0.049847012662212364, "loss_rpn_loc": 0.07552046808268642, "loss_sem_seg": 0.34285598574206233, "lr": 0.02, "mask_rcnn/accuracy": 0.8951888650196922, "mask_rcnn/false_negative": 0.0686629763068126, "mask_rcnn/false_positive": 0.1445492096184128, "roi_head/num_bg_samples": 464.25, "roi_head/num_fg_samples": 47.75, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.5541855585033773, "total_loss": 1.205742769583594} {"data_time": 0.012126544501370518, "eta_seconds": 122827.90959235973, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.37487335359675783, "fast_rcnn/fg_cls_accuracy": 0.5938757906843013, "iteration": 53239, "loss_box_reg": 0.24768543266691267, "loss_cls": 0.23489610431715846, "loss_mask": 0.2864049719646573, "loss_rpn_cls": 0.04578431094705593, "loss_rpn_loc": 0.07631587807554752, "loss_sem_seg": 0.3745854659937322, "lr": 0.02, "mask_rcnn/accuracy": 0.8771048241283894, "mask_rcnn/false_negative": 0.09337679783863154, "mask_rcnn/false_positive": 0.14149396886426832, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5744586074979452, "total_loss": 1.231043078514631} {"data_time": 0.013390752505074488, "eta_seconds": 122845.25020771906, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.35172413793103446, "fast_rcnn/fg_cls_accuracy": 0.6371641791044776, "iteration": 53259, "loss_box_reg": 0.24282396864145994, "loss_cls": 0.22912141704000533, "loss_mask": 0.27236363384872675, "loss_rpn_cls": 0.04800165200140327, "loss_rpn_loc": 0.07815154027775861, "loss_sem_seg": 0.32069710036739707, "lr": 0.02, "mask_rcnn/accuracy": 0.8968474651765468, "mask_rcnn/false_negative": 0.08688551312662207, "mask_rcnn/false_positive": 0.13674271749557415, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5683597950010153, "total_loss": 1.2337463018193375} {"data_time": 0.011883954499353422, "eta_seconds": 122819.96767179591, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.31955602536997885, "fast_rcnn/fg_cls_accuracy": 0.6542027663778689, "iteration": 53279, "loss_box_reg": 0.24793747928924859, "loss_cls": 0.2450571940280497, "loss_mask": 0.27248843759298325, "loss_rpn_cls": 0.042366807494545355, "loss_rpn_loc": 0.07033537710958626, "loss_sem_seg": 0.33434169739484787, "lr": 0.02, "mask_rcnn/accuracy": 0.877180661421195, "mask_rcnn/false_negative": 0.10017070811539705, "mask_rcnn/false_positive": 0.12276369517888111, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.574253567501728, "total_loss": 1.2286200118833221} {"data_time": 0.012167095999757294, "eta_seconds": 122755.1548390428, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.3649432534678436, "fast_rcnn/fg_cls_accuracy": 0.5667410003185728, "iteration": 53299, "loss_box_reg": 0.2497995002195239, "loss_cls": 0.21524262335151434, "loss_mask": 0.2705538128502667, "loss_rpn_cls": 0.043628110754070804, "loss_rpn_loc": 0.08335509459720924, "loss_sem_seg": 0.373128917068243, "lr": 0.02, "mask_rcnn/accuracy": 0.8904876184146411, "mask_rcnn/false_negative": 0.09513387637084551, "mask_rcnn/false_positive": 0.13754828077007736, "roi_head/num_bg_samples": 459.5, "roi_head/num_fg_samples": 52.5, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5601137185003608, "total_loss": 1.2453103185544023} {"data_time": 0.013603069499367848, "eta_seconds": 122743.82538926278, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.3017241379310345, "fast_rcnn/fg_cls_accuracy": 0.5909090909090908, "iteration": 53319, "loss_box_reg": 0.23487895738799125, "loss_cls": 0.22474949155002832, "loss_mask": 0.26163045782595873, "loss_rpn_cls": 0.0556258860451635, "loss_rpn_loc": 0.08569545231875964, "loss_sem_seg": 0.3702362785115838, "lr": 0.02, "mask_rcnn/accuracy": 0.8921635317367078, "mask_rcnn/false_negative": 0.08221879571894852, "mask_rcnn/false_positive": 0.13000279433392378, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5698033144981309, "total_loss": 1.2525013319973368} {"data_time": 0.01290412600064883, "eta_seconds": 122759.37609441255, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.4238770685579196, "fast_rcnn/fg_cls_accuracy": 0.5681947681947682, "iteration": 53339, "loss_box_reg": 0.2236213949508965, "loss_cls": 0.21345977764576674, "loss_mask": 0.26364329690113664, "loss_rpn_cls": 0.048538120347075164, "loss_rpn_loc": 0.0762630584067665, "loss_sem_seg": 0.36401032749563456, "lr": 0.02, "mask_rcnn/accuracy": 0.8900771556847171, "mask_rcnn/false_negative": 0.0940777513989246, "mask_rcnn/false_positive": 0.1192532865019106, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5686620979977306, "total_loss": 1.2036504245479591} {"data_time": 0.013538700502977008, "eta_seconds": 122768.17986141364, "fast_rcnn/cls_accuracy": 0.9111328125, "fast_rcnn/false_negative": 0.4090926798862441, "fast_rcnn/fg_cls_accuracy": 0.505859375, "iteration": 53359, "loss_box_reg": 0.2440985159482807, "loss_cls": 0.25680058472789824, "loss_mask": 0.26728143636137247, "loss_rpn_cls": 0.05346254586766008, "loss_rpn_loc": 0.0761667151527945, "loss_sem_seg": 0.3503020629286766, "lr": 0.02, "mask_rcnn/accuracy": 0.8842696136170701, "mask_rcnn/false_negative": 0.08783212105349977, "mask_rcnn/false_positive": 0.13669079703389708, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5647967570002947, "total_loss": 1.2910070976649877} {"data_time": 0.012577124001836637, "eta_seconds": 122736.71223223257, "fast_rcnn/cls_accuracy": 0.89697265625, "fast_rcnn/false_negative": 0.421969696969697, "fast_rcnn/fg_cls_accuracy": 0.5488776655443321, "iteration": 53379, "loss_box_reg": 0.25059326156042516, "loss_cls": 0.23646208923310041, "loss_mask": 0.2802140871062875, "loss_rpn_cls": 0.04983212141087279, "loss_rpn_loc": 0.08966325997607782, "loss_sem_seg": 0.32123578898608685, "lr": 0.02, "mask_rcnn/accuracy": 0.8589541390880676, "mask_rcnn/false_negative": 0.10393329763824449, "mask_rcnn/false_positive": 0.17045119782671386, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5540101339975081, "total_loss": 1.2899230903713033} {"data_time": 0.012269332502910402, "eta_seconds": 122673.85796279873, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.3753685141509434, "fast_rcnn/fg_cls_accuracy": 0.6022626768867925, "iteration": 53399, "loss_box_reg": 0.25050203688442707, "loss_cls": 0.2304654335603118, "loss_mask": 0.2739274073392153, "loss_rpn_cls": 0.050615561194717884, "loss_rpn_loc": 0.08283120224950835, "loss_sem_seg": 0.3538090228103101, "lr": 0.02, "mask_rcnn/accuracy": 0.8742746959080756, "mask_rcnn/false_negative": 0.11218157829481214, "mask_rcnn/false_positive": 0.12025871796343746, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5408897275010531, "total_loss": 1.2886228059069254} {"data_time": 0.012737380999169545, "eta_seconds": 122645.92444050155, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.4197916666666667, "fast_rcnn/fg_cls_accuracy": 0.5619591346153846, "iteration": 53419, "loss_box_reg": 0.24476865492761135, "loss_cls": 0.24582033301703632, "loss_mask": 0.271730026230216, "loss_rpn_cls": 0.05184520949842408, "loss_rpn_loc": 0.07628757826751098, "loss_sem_seg": 0.35616448801010847, "lr": 0.02, "mask_rcnn/accuracy": 0.877963312234856, "mask_rcnn/false_negative": 0.09616360191527583, "mask_rcnn/false_positive": 0.1351666955761197, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.5666370319995622, "total_loss": 1.2347132331342436} {"data_time": 0.012911796497064643, "eta_seconds": 122634.59880026159, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3651357053255787, "fast_rcnn/fg_cls_accuracy": 0.5748690966397234, "iteration": 53439, "loss_box_reg": 0.260156721691601, "loss_cls": 0.2506618946790695, "loss_mask": 0.2793544055894017, "loss_rpn_cls": 0.052207747736247256, "loss_rpn_loc": 0.09518238394230139, "loss_sem_seg": 0.33829508326016366, "lr": 0.02, "mask_rcnn/accuracy": 0.8823450714110257, "mask_rcnn/false_negative": 0.11011739956635644, "mask_rcnn/false_positive": 0.1249238268900012, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.567880177499319, "total_loss": 1.2726370922318893} {"data_time": 0.012541692500235513, "eta_seconds": 122606.11380233061, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.36838406062828505, "fast_rcnn/fg_cls_accuracy": 0.5762820512820512, "iteration": 53459, "loss_box_reg": 0.267676031216979, "loss_cls": 0.24024170404300094, "loss_mask": 0.2787636648863554, "loss_rpn_cls": 0.04991625566617586, "loss_rpn_loc": 0.08259366097627208, "loss_sem_seg": 0.3355514684226364, "lr": 0.02, "mask_rcnn/accuracy": 0.8743067994280578, "mask_rcnn/false_negative": 0.09510247289530221, "mask_rcnn/false_positive": 0.17524268125051679, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 200.5, "rpn/num_pos_anchors": 55.5, "time": 0.5609371299979102, "total_loss": 1.195598709920887} {"data_time": 0.012753079001413425, "eta_seconds": 122594.78974695058, "fast_rcnn/cls_accuracy": 0.90966796875, "fast_rcnn/false_negative": 0.38912842623960575, "fast_rcnn/fg_cls_accuracy": 0.5029181985294118, "iteration": 53479, "loss_box_reg": 0.2424610974267125, "loss_cls": 0.2492938614450395, "loss_mask": 0.26627349108457565, "loss_rpn_cls": 0.05610231147147715, "loss_rpn_loc": 0.09371460205875337, "loss_sem_seg": 0.35904294485226274, "lr": 0.02, "mask_rcnn/accuracy": 0.8735803985803986, "mask_rcnn/false_negative": 0.10310950070321015, "mask_rcnn/false_positive": 0.15633587349981923, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.5602269189985236, "total_loss": 1.2523446818231605} {"data_time": 0.01281966149690561, "eta_seconds": 122473.90904094666, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.4080795094936709, "fast_rcnn/fg_cls_accuracy": 0.5491381448412698, "iteration": 53499, "loss_box_reg": 0.2658089967444539, "loss_cls": 0.24806766188703477, "loss_mask": 0.27697520703077316, "loss_rpn_cls": 0.04787264375772793, "loss_rpn_loc": 0.09518582682358101, "loss_sem_seg": 0.35855955351144075, "lr": 0.02, "mask_rcnn/accuracy": 0.8789547024376851, "mask_rcnn/false_negative": 0.10817597734507771, "mask_rcnn/false_positive": 0.136885678543375, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.5575882065022597, "total_loss": 1.3131895662518218} {"data_time": 0.01203873800477595, "eta_seconds": 122462.59510622664, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.5096197119711972, "fast_rcnn/fg_cls_accuracy": 0.40264336270403, "iteration": 53519, "loss_box_reg": 0.26350146904587746, "loss_cls": 0.24784511467441916, "loss_mask": 0.28935024701058865, "loss_rpn_cls": 0.04975022393045947, "loss_rpn_loc": 0.0915387713466771, "loss_sem_seg": 0.34193888073787093, "lr": 0.02, "mask_rcnn/accuracy": 0.8773101057160153, "mask_rcnn/false_negative": 0.10227947995863898, "mask_rcnn/false_positive": 0.13869076193774435, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5622808010048175, "total_loss": 1.2992093311622739} {"data_time": 0.012917695996293332, "eta_seconds": 122303.6689473343, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.3613005411588719, "fast_rcnn/fg_cls_accuracy": 0.5980071741729773, "iteration": 53539, "loss_box_reg": 0.22809953102841973, "loss_cls": 0.21779620717279613, "loss_mask": 0.2604251028969884, "loss_rpn_cls": 0.05232480901759118, "loss_rpn_loc": 0.06742099981056526, "loss_sem_seg": 0.35507106920704246, "lr": 0.02, "mask_rcnn/accuracy": 0.8954889455782313, "mask_rcnn/false_negative": 0.08445642357549168, "mask_rcnn/false_positive": 0.14449375776272777, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5579091955005424, "total_loss": 1.1790796688001137} {"data_time": 0.01237454499641899, "eta_seconds": 122286.00431224637, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.4067852437417655, "fast_rcnn/fg_cls_accuracy": 0.5281109445277361, "iteration": 53559, "loss_box_reg": 0.25280163530260324, "loss_cls": 0.2403687322512269, "loss_mask": 0.2722492581233382, "loss_rpn_cls": 0.05703490535961464, "loss_rpn_loc": 0.08342800533864647, "loss_sem_seg": 0.3971559698693454, "lr": 0.02, "mask_rcnn/accuracy": 0.8887035583464155, "mask_rcnn/false_negative": 0.10685928579607729, "mask_rcnn/false_positive": 0.13676028574083676, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5628823285005637, "total_loss": 1.3306171845179051} {"data_time": 0.012172530499810819, "eta_seconds": 122221.14776442735, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.4108260751224823, "fast_rcnn/fg_cls_accuracy": 0.5330029013539652, "iteration": 53579, "loss_box_reg": 0.24223011918365955, "loss_cls": 0.23989673680625856, "loss_mask": 0.2699641305953264, "loss_rpn_cls": 0.056211391696706414, "loss_rpn_loc": 0.08894157997565344, "loss_sem_seg": 0.378685737028718, "lr": 0.02, "mask_rcnn/accuracy": 0.8693758401564218, "mask_rcnn/false_negative": 0.1186026943685077, "mask_rcnn/false_positive": 0.14656748913372258, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5559994944960636, "total_loss": 1.280755741696339} {"data_time": 0.013032732502324507, "eta_seconds": 122209.8530058074, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3829322773885674, "fast_rcnn/fg_cls_accuracy": 0.5610204081632653, "iteration": 53599, "loss_box_reg": 0.23739525442942977, "loss_cls": 0.22779489611275494, "loss_mask": 0.2842985186725855, "loss_rpn_cls": 0.04975613686838187, "loss_rpn_loc": 0.07767431336105801, "loss_sem_seg": 0.39369199704378843, "lr": 0.02, "mask_rcnn/accuracy": 0.8944574459421387, "mask_rcnn/false_negative": 0.09658280145321936, "mask_rcnn/false_positive": 0.12146473163223279, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5554378924971388, "total_loss": 1.289615559973754} {"data_time": 0.014046142005099682, "eta_seconds": 122187.77479180803, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.35124590989176946, "fast_rcnn/fg_cls_accuracy": 0.6209161931818181, "iteration": 53619, "loss_box_reg": 0.24319839687086642, "loss_cls": 0.24390962277539074, "loss_mask": 0.2817620406858623, "loss_rpn_cls": 0.05419972719391808, "loss_rpn_loc": 0.08672439627116546, "loss_sem_seg": 0.38428676314651966, "lr": 0.02, "mask_rcnn/accuracy": 0.8876096983687841, "mask_rcnn/false_negative": 0.10793273548412324, "mask_rcnn/false_positive": 0.12600165949560674, "roi_head/num_bg_samples": 455.5, "roi_head/num_fg_samples": 56.5, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5572456605004845, "total_loss": 1.2886142310453579} {"data_time": 0.012368463503662497, "eta_seconds": 122300.21291084151, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.39849624060150374, "fast_rcnn/fg_cls_accuracy": 0.5430839002267573, "iteration": 53639, "loss_box_reg": 0.21987073658965528, "loss_cls": 0.2234968557022512, "loss_mask": 0.27741685323417187, "loss_rpn_cls": 0.04382371820975095, "loss_rpn_loc": 0.08080031239660457, "loss_sem_seg": 0.3513291198760271, "lr": 0.02, "mask_rcnn/accuracy": 0.8839492322715718, "mask_rcnn/false_negative": 0.08502544349745411, "mask_rcnn/false_positive": 0.1353713436188127, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5763264980050735, "total_loss": 1.1967182403313927} {"data_time": 0.01243645800059312, "eta_seconds": 122267.22039045041, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.30675388967468176, "fast_rcnn/fg_cls_accuracy": 0.6734285714285715, "iteration": 53659, "loss_box_reg": 0.23072321363724768, "loss_cls": 0.24040404299739748, "loss_mask": 0.2692030700854957, "loss_rpn_cls": 0.0521683083861717, "loss_rpn_loc": 0.06615259684622288, "loss_sem_seg": 0.36069963965564966, "lr": 0.02, "mask_rcnn/accuracy": 0.8990658662784964, "mask_rcnn/false_negative": 0.09284613975710684, "mask_rcnn/false_positive": 0.11593331232698043, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5586154664997593, "total_loss": 1.252603403190733} {"data_time": 0.013393080997047946, "eta_seconds": 122210.39525411844, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.3620689655172414, "fast_rcnn/fg_cls_accuracy": 0.5492473767139361, "iteration": 53679, "loss_box_reg": 0.22943803668022156, "loss_cls": 0.20609250850975513, "loss_mask": 0.26286520063877106, "loss_rpn_cls": 0.04726826268597506, "loss_rpn_loc": 0.08021112054120749, "loss_sem_seg": 0.3835479440167546, "lr": 0.02, "mask_rcnn/accuracy": 0.8959610968904717, "mask_rcnn/false_negative": 0.09125737888416094, "mask_rcnn/false_positive": 0.11453067284919452, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5560746924966224, "total_loss": 1.1871438174857758} {"data_time": 0.012772187001246493, "eta_seconds": 122153.37921270764, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.3935353535353535, "fast_rcnn/fg_cls_accuracy": 0.5965248226950355, "iteration": 53699, "loss_box_reg": 0.23757036961615086, "loss_cls": 0.2166444780305028, "loss_mask": 0.2671300219371915, "loss_rpn_cls": 0.05244073597714305, "loss_rpn_loc": 0.07596234482480213, "loss_sem_seg": 0.3526506624184549, "lr": 0.02, "mask_rcnn/accuracy": 0.8849250908888988, "mask_rcnn/false_negative": 0.09981835133239747, "mask_rcnn/false_positive": 0.13263379452662016, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5654102879998391, "total_loss": 1.2416558860859368} {"data_time": 0.012607363998540677, "eta_seconds": 122233.31080686049, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.41838983050847456, "fast_rcnn/fg_cls_accuracy": 0.5811405562318569, "iteration": 53719, "loss_box_reg": 0.2412616682704538, "loss_cls": 0.22856838908046484, "loss_mask": 0.2668037414550781, "loss_rpn_cls": 0.04540729700238444, "loss_rpn_loc": 0.06819450348848477, "loss_sem_seg": 0.3361975569278002, "lr": 0.02, "mask_rcnn/accuracy": 0.8935228053431696, "mask_rcnn/false_negative": 0.09288146348082045, "mask_rcnn/false_positive": 0.10402723539412792, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5715093375001743, "total_loss": 1.1983599172381219} {"data_time": 0.012256337500730297, "eta_seconds": 122222.00761233052, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.36362028301886795, "fast_rcnn/fg_cls_accuracy": 0.636379716981132, "iteration": 53739, "loss_box_reg": 0.25963037367910147, "loss_cls": 0.25719596492126584, "loss_mask": 0.2688253070227802, "loss_rpn_cls": 0.04689125361619517, "loss_rpn_loc": 0.08446012798231095, "loss_sem_seg": 0.3556674998253584, "lr": 0.02, "mask_rcnn/accuracy": 0.8895329071589266, "mask_rcnn/false_negative": 0.1007623041174413, "mask_rcnn/false_positive": 0.12361039175842492, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5668753414975072, "total_loss": 1.2950645406381227} {"data_time": 0.013649367501784582, "eta_seconds": 122218.64403073641, "fast_rcnn/cls_accuracy": 0.9580078125, "fast_rcnn/false_negative": 0.37667454688731283, "fast_rcnn/fg_cls_accuracy": 0.5945218879921741, "iteration": 53759, "loss_box_reg": 0.2431346527300775, "loss_cls": 0.2308888747356832, "loss_mask": 0.26528110541403294, "loss_rpn_cls": 0.043312331137713045, "loss_rpn_loc": 0.09050160518381745, "loss_sem_seg": 0.3413086556829512, "lr": 0.02, "mask_rcnn/accuracy": 0.9003694714968055, "mask_rcnn/false_negative": 0.08521738641795201, "mask_rcnn/false_positive": 0.13386980385097252, "roi_head/num_bg_samples": 473.5, "roi_head/num_fg_samples": 38.5, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5673139555001399, "total_loss": 1.18929550901521} {"data_time": 0.012746619500831002, "eta_seconds": 122207.34010187641, "fast_rcnn/cls_accuracy": 0.90576171875, "fast_rcnn/false_negative": 0.47143260542168675, "fast_rcnn/fg_cls_accuracy": 0.5190066964285714, "iteration": 53779, "loss_box_reg": 0.2486310014501214, "loss_cls": 0.2291094372048974, "loss_mask": 0.2667957339435816, "loss_rpn_cls": 0.044779335643397644, "loss_rpn_loc": 0.07941414127708413, "loss_sem_seg": 0.3557999425102025, "lr": 0.02, "mask_rcnn/accuracy": 0.8777065111758989, "mask_rcnn/false_negative": 0.11447472632014316, "mask_rcnn/false_positive": 0.1380840940131271, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.5698160380015906, "total_loss": 1.2265863178181462} {"data_time": 0.012687441001617117, "eta_seconds": 122229.4166353916, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.38526267328252084, "fast_rcnn/fg_cls_accuracy": 0.5747316267547482, "iteration": 53799, "loss_box_reg": 0.24722388992086053, "loss_cls": 0.2453730646520853, "loss_mask": 0.26762688532471657, "loss_rpn_cls": 0.0440532480715774, "loss_rpn_loc": 0.06843987497268245, "loss_sem_seg": 0.33580340864136815, "lr": 0.02, "mask_rcnn/accuracy": 0.8828760980273371, "mask_rcnn/false_negative": 0.10242568734259977, "mask_rcnn/false_positive": 0.12486554868682553, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.5709410705057962, "total_loss": 1.2264536448928993} {"data_time": 0.012394632500217995, "eta_seconds": 122176.79483421062, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.39879518072289155, "fast_rcnn/fg_cls_accuracy": 0.5429433847402597, "iteration": 53819, "loss_box_reg": 0.24095096718519926, "loss_cls": 0.23436010582372546, "loss_mask": 0.2755257422104478, "loss_rpn_cls": 0.048937757092062384, "loss_rpn_loc": 0.08501082460861653, "loss_sem_seg": 0.334126400295645, "lr": 0.02, "mask_rcnn/accuracy": 0.8860660388415722, "mask_rcnn/false_negative": 0.09206749337788347, "mask_rcnn/false_positive": 0.13549965551157894, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5619142005016329, "total_loss": 1.2027184850885533} {"data_time": 0.012072660003468627, "eta_seconds": 122130.88210250603, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.4375, "fast_rcnn/fg_cls_accuracy": 0.5304081632653062, "iteration": 53839, "loss_box_reg": 0.2263358924537897, "loss_cls": 0.22264199750497937, "loss_mask": 0.26730494387447834, "loss_rpn_cls": 0.044957089543459006, "loss_rpn_loc": 0.07277222596167121, "loss_sem_seg": 0.3759853863157332, "lr": 0.02, "mask_rcnn/accuracy": 0.8867748718830922, "mask_rcnn/false_negative": 0.10405652234197973, "mask_rcnn/false_positive": 0.13048676950999144, "roi_head/num_bg_samples": 458.5, "roi_head/num_fg_samples": 53.5, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5577638190006837, "total_loss": 1.1893416432430968} {"data_time": 0.011889941000845283, "eta_seconds": 121995.40164867557, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3357843137254902, "fast_rcnn/fg_cls_accuracy": 0.5851040098154034, "iteration": 53859, "loss_box_reg": 0.22971753077581525, "loss_cls": 0.21766838943585753, "loss_mask": 0.27816565381363034, "loss_rpn_cls": 0.049277654965408146, "loss_rpn_loc": 0.07411717824288644, "loss_sem_seg": 0.3648234363645315, "lr": 0.02, "mask_rcnn/accuracy": 0.8775217288824388, "mask_rcnn/false_negative": 0.09572106851311962, "mask_rcnn/false_positive": 0.1426876923664406, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5562361289994442, "total_loss": 1.2226099242689088} {"data_time": 0.01228839499890455, "eta_seconds": 121963.1771809256, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.3470572057205721, "fast_rcnn/fg_cls_accuracy": 0.5937585471254307, "iteration": 53879, "loss_box_reg": 0.23043897049501538, "loss_cls": 0.20667278743349016, "loss_mask": 0.26174454763531685, "loss_rpn_cls": 0.047826042864471674, "loss_rpn_loc": 0.07353423035237938, "loss_sem_seg": 0.39525535446591675, "lr": 0.02, "mask_rcnn/accuracy": 0.8917410714285714, "mask_rcnn/false_negative": 0.10072281571473157, "mask_rcnn/false_positive": 0.1047663711003837, "roi_head/num_bg_samples": 459.75, "roi_head/num_fg_samples": 52.25, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5522872324982018, "total_loss": 1.2312055942602456} {"data_time": 0.012125550500059035, "eta_seconds": 121920.35694274117, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.3938229056203606, "fast_rcnn/fg_cls_accuracy": 0.5675549322113137, "iteration": 53899, "loss_box_reg": 0.23917266121134162, "loss_cls": 0.22486059495713562, "loss_mask": 0.2611527629196644, "loss_rpn_cls": 0.04840717953629792, "loss_rpn_loc": 0.07137484542909078, "loss_sem_seg": 0.3641079221852124, "lr": 0.02, "mask_rcnn/accuracy": 0.8803936971129915, "mask_rcnn/false_negative": 0.11409993381155172, "mask_rcnn/false_positive": 0.1282042478192102, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5648286135001399, "total_loss": 1.2530062944279052} {"data_time": 0.01208024199513602, "eta_seconds": 121911.82789788689, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.4181318681318681, "fast_rcnn/fg_cls_accuracy": 0.5119047619047619, "iteration": 53919, "loss_box_reg": 0.24699960183352232, "loss_cls": 0.2214437103830278, "loss_mask": 0.2687276378273964, "loss_rpn_cls": 0.04428785026539117, "loss_rpn_loc": 0.08272500618477352, "loss_sem_seg": 0.32421561516821384, "lr": 0.02, "mask_rcnn/accuracy": 0.8912648965263761, "mask_rcnn/false_negative": 0.09941603819535988, "mask_rcnn/false_positive": 0.12117216995491337, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5603223034995608, "total_loss": 1.2188339580025058} {"data_time": 0.012607898497662973, "eta_seconds": 121871.7905991438, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.44791666666666663, "fast_rcnn/fg_cls_accuracy": 0.5159728122344944, "iteration": 53939, "loss_box_reg": 0.2414815714582801, "loss_cls": 0.24958334816619754, "loss_mask": 0.2781681166961789, "loss_rpn_cls": 0.05591821816051379, "loss_rpn_loc": 0.08264394081197679, "loss_sem_seg": 0.366581954061985, "lr": 0.02, "mask_rcnn/accuracy": 0.8856512442766022, "mask_rcnn/false_negative": 0.09127591620751316, "mask_rcnn/false_positive": 0.1656219752259672, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5650957224970625, "total_loss": 1.2652492842753418} {"data_time": 0.013893473504140275, "eta_seconds": 121902.4697067076, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.4698581560283688, "fast_rcnn/fg_cls_accuracy": 0.50508658008658, "iteration": 53959, "loss_box_reg": 0.2140073657501489, "loss_cls": 0.20934994355775416, "loss_mask": 0.2571623660624027, "loss_rpn_cls": 0.05097644559282344, "loss_rpn_loc": 0.0774736218736507, "loss_sem_seg": 0.34418394649401307, "lr": 0.02, "mask_rcnn/accuracy": 0.8839937038645245, "mask_rcnn/false_negative": 0.09526318990793398, "mask_rcnn/false_positive": 0.1293750694542064, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5666681594993861, "total_loss": 1.203805101205944} {"data_time": 0.012873390001914231, "eta_seconds": 121874.41843753256, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.37271918113039604, "fast_rcnn/fg_cls_accuracy": 0.5868852459016394, "iteration": 53979, "loss_box_reg": 0.2483956185169518, "loss_cls": 0.25104904314503074, "loss_mask": 0.28387165907770395, "loss_rpn_cls": 0.0505534716648981, "loss_rpn_loc": 0.08517957455478609, "loss_sem_seg": 0.3275769936153665, "lr": 0.02, "mask_rcnn/accuracy": 0.8978887510644642, "mask_rcnn/false_negative": 0.08928177939643009, "mask_rcnn/false_positive": 0.11715339780423539, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 238.0, "rpn/num_pos_anchors": 18.0, "time": 0.5684318870007701, "total_loss": 1.2466527431970462} {"data_time": 0.012755729501805035, "eta_seconds": 121847.17412051627, "fast_rcnn/cls_accuracy": 0.91259765625, "fast_rcnn/false_negative": 0.38421878177012225, "fast_rcnn/fg_cls_accuracy": 0.5329666231586798, "iteration": 53999, "loss_box_reg": 0.22008200781419873, "loss_cls": 0.2135161659680307, "loss_mask": 0.2715666415169835, "loss_rpn_cls": 0.04846129436919, "loss_rpn_loc": 0.08176252982229926, "loss_sem_seg": 0.33112072478979826, "lr": 0.02, "mask_rcnn/accuracy": 0.8788416841095412, "mask_rcnn/false_negative": 0.10263690328187869, "mask_rcnn/false_positive": 0.12668070917199362, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5618194555027003, "total_loss": 1.2413385758409277} {"data_time": 0.011539480503415689, "eta_seconds": 121821.57367490757, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.34648410304014854, "fast_rcnn/fg_cls_accuracy": 0.611820516478813, "iteration": 54019, "loss_box_reg": 0.26417255320120603, "loss_cls": 0.23035927931778133, "loss_mask": 0.28247449826449156, "loss_rpn_cls": 0.04845122038386762, "loss_rpn_loc": 0.07054245984181762, "loss_sem_seg": 0.3470467929728329, "lr": 0.02, "mask_rcnn/accuracy": 0.8696887063533215, "mask_rcnn/false_negative": 0.10928588074840395, "mask_rcnn/false_positive": 0.1494934995889025, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 0.5639532924978994, "total_loss": 1.245950901939068} {"data_time": 0.011304176499834284, "eta_seconds": 121824.6099334763, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.4021505837912088, "fast_rcnn/fg_cls_accuracy": 0.5586628939922353, "iteration": 54039, "loss_box_reg": 0.2537560712080449, "loss_cls": 0.24700404307805002, "loss_mask": 0.26682780403643847, "loss_rpn_cls": 0.05123879076563753, "loss_rpn_loc": 0.0819081248191651, "loss_sem_seg": 0.36523023527115583, "lr": 0.02, "mask_rcnn/accuracy": 0.890615607587913, "mask_rcnn/false_negative": 0.08647751643441984, "mask_rcnn/false_positive": 0.1163769966975273, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5849459359960747, "total_loss": 1.327591225184733} {"data_time": 0.012192695998237468, "eta_seconds": 121846.04408855794, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.3233288992351181, "fast_rcnn/fg_cls_accuracy": 0.5900537634408602, "iteration": 54059, "loss_box_reg": 0.2562771828379482, "loss_cls": 0.23849288234487176, "loss_mask": 0.27276846300810575, "loss_rpn_cls": 0.04429114842787385, "loss_rpn_loc": 0.0789773007563781, "loss_sem_seg": 0.3786447700113058, "lr": 0.02, "mask_rcnn/accuracy": 0.8874700411052452, "mask_rcnn/false_negative": 0.08925256320214224, "mask_rcnn/false_positive": 0.13382384882913156, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5744539344996156, "total_loss": 1.324853137251921} {"data_time": 0.012790535500244005, "eta_seconds": 121825.19819963007, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.38049242424242424, "fast_rcnn/fg_cls_accuracy": 0.6011094674556212, "iteration": 54079, "loss_box_reg": 0.24211471620947123, "loss_cls": 0.2319418687839061, "loss_mask": 0.2581521486863494, "loss_rpn_cls": 0.0563434443611186, "loss_rpn_loc": 0.07438718836056069, "loss_sem_seg": 0.36184193613007665, "lr": 0.02, "mask_rcnn/accuracy": 0.8961323540405173, "mask_rcnn/false_negative": 0.08317666022835404, "mask_rcnn/false_positive": 0.11556021496909452, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5543146364980203, "total_loss": 1.2327617618720978} {"data_time": 0.012254051001946209, "eta_seconds": 121834.04964396398, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.44820452771272445, "fast_rcnn/fg_cls_accuracy": 0.5137755102040816, "iteration": 54099, "loss_box_reg": 0.24103036778979003, "loss_cls": 0.22369628492742777, "loss_mask": 0.27418907824903727, "loss_rpn_cls": 0.048059082982945256, "loss_rpn_loc": 0.07288953242823482, "loss_sem_seg": 0.3740467792376876, "lr": 0.02, "mask_rcnn/accuracy": 0.8626643224857511, "mask_rcnn/false_negative": 0.09875265522996376, "mask_rcnn/false_positive": 0.152269623814898, "roi_head/num_bg_samples": 459.75, "roi_head/num_fg_samples": 52.25, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5691931234978256, "total_loss": 1.2692672197154025} {"data_time": 0.01206371000080253, "eta_seconds": 121841.35111088751, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.3175611413043478, "fast_rcnn/fg_cls_accuracy": 0.5469722806043542, "iteration": 54119, "loss_box_reg": 0.24881870718672872, "loss_cls": 0.2226662072353065, "loss_mask": 0.26187939615920186, "loss_rpn_cls": 0.04385645534784999, "loss_rpn_loc": 0.06942899763816968, "loss_sem_seg": 0.3015651637688279, "lr": 0.02, "mask_rcnn/accuracy": 0.8990805741977195, "mask_rcnn/false_negative": 0.09251813500321408, "mask_rcnn/false_positive": 0.11854031519655729, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5671061249995546, "total_loss": 1.1715348209545482} {"data_time": 0.011833363998448476, "eta_seconds": 121830.06328554754, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.3376816635745207, "fast_rcnn/fg_cls_accuracy": 0.5892198581560284, "iteration": 54139, "loss_box_reg": 0.24844458047300577, "loss_cls": 0.2418158643413335, "loss_mask": 0.26264296658337116, "loss_rpn_cls": 0.05343311029719189, "loss_rpn_loc": 0.0852088927058503, "loss_sem_seg": 0.3405592762865126, "lr": 0.02, "mask_rcnn/accuracy": 0.8811664663075052, "mask_rcnn/false_negative": 0.1053923399707099, "mask_rcnn/false_positive": 0.13057951555382985, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5510439979989314, "total_loss": 1.2590291305823484} {"data_time": 0.012404573000821983, "eta_seconds": 121796.45545103902, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.3303834808259587, "fast_rcnn/fg_cls_accuracy": 0.5996503496503496, "iteration": 54159, "loss_box_reg": 0.23725614603608847, "loss_cls": 0.2315795614849776, "loss_mask": 0.26361965388059616, "loss_rpn_cls": 0.05208346073777648, "loss_rpn_loc": 0.08475685206940398, "loss_sem_seg": 0.3210332840681076, "lr": 0.02, "mask_rcnn/accuracy": 0.8902783084599479, "mask_rcnn/false_negative": 0.0864325823564954, "mask_rcnn/false_positive": 0.12710532882983722, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.5519712645000254, "total_loss": 1.1916612708664616} {"data_time": 0.012872303999756696, "eta_seconds": 121745.6352788364, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.2999497215346535, "fast_rcnn/fg_cls_accuracy": 0.6136053260498464, "iteration": 54179, "loss_box_reg": 0.23026038333773613, "loss_cls": 0.2137338601751253, "loss_mask": 0.2695872811600566, "loss_rpn_cls": 0.04862458145362325, "loss_rpn_loc": 0.07150524847384077, "loss_sem_seg": 0.3557675485499203, "lr": 0.02, "mask_rcnn/accuracy": 0.8804967909519201, "mask_rcnn/false_negative": 0.11654777313941159, "mask_rcnn/false_positive": 0.14479776158700147, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.553827799994906, "total_loss": 1.195961058125249} {"data_time": 0.013862809002603171, "eta_seconds": 121726.51442986452, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.40029688273132114, "fast_rcnn/fg_cls_accuracy": 0.5528601377657981, "iteration": 54199, "loss_box_reg": 0.23654190730303526, "loss_cls": 0.22908854810521007, "loss_mask": 0.27995649725198746, "loss_rpn_cls": 0.04654841386945918, "loss_rpn_loc": 0.07559660472907126, "loss_sem_seg": 0.37620803713798523, "lr": 0.02, "mask_rcnn/accuracy": 0.8739252170103233, "mask_rcnn/false_negative": 0.10799249192290271, "mask_rcnn/false_positive": 0.15031932492398273, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 206.25, "rpn/num_pos_anchors": 49.75, "time": 0.5635719984966272, "total_loss": 1.280262395797763} {"data_time": 0.013071605502773309, "eta_seconds": 121723.07109179643, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.4638157894736842, "fast_rcnn/fg_cls_accuracy": 0.5295721476510067, "iteration": 54219, "loss_box_reg": 0.25216474663466215, "loss_cls": 0.23896209988743067, "loss_mask": 0.27266712114214897, "loss_rpn_cls": 0.05487179063493386, "loss_rpn_loc": 0.08329361432697624, "loss_sem_seg": 0.37852615118026733, "lr": 0.02, "mask_rcnn/accuracy": 0.8921452659478143, "mask_rcnn/false_negative": 0.10489651336498879, "mask_rcnn/false_positive": 0.11784629343688442, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5562791739976092, "total_loss": 1.2956553370459005} {"data_time": 0.0123322114959592, "eta_seconds": 121703.95169578453, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.40665270618556704, "fast_rcnn/fg_cls_accuracy": 0.5201838280958887, "iteration": 54239, "loss_box_reg": 0.2206563309300691, "loss_cls": 0.21861310442909598, "loss_mask": 0.2800406515598297, "loss_rpn_cls": 0.041762480774195865, "loss_rpn_loc": 0.058276681491406634, "loss_sem_seg": 0.35067233990412205, "lr": 0.02, "mask_rcnn/accuracy": 0.8842543147641833, "mask_rcnn/false_negative": 0.09226131294786483, "mask_rcnn/false_positive": 0.1538922969150564, "roi_head/num_bg_samples": 463.5, "roi_head/num_fg_samples": 48.5, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.570806313000503, "total_loss": 1.184925699402811} {"data_time": 0.012101160500606056, "eta_seconds": 121652.01533949896, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.4555311125078567, "fast_rcnn/fg_cls_accuracy": 0.5311137354651163, "iteration": 54259, "loss_box_reg": 0.24678174406290054, "loss_cls": 0.24863925715908408, "loss_mask": 0.2762343483045697, "loss_rpn_cls": 0.05751225561834872, "loss_rpn_loc": 0.09570375288603827, "loss_sem_seg": 0.3652556650340557, "lr": 0.02, "mask_rcnn/accuracy": 0.8722968968504683, "mask_rcnn/false_negative": 0.09743906964745798, "mask_rcnn/false_positive": 0.15719358791082344, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.5680015295001795, "total_loss": 1.3407326918677427} {"data_time": 0.012331891499343328, "eta_seconds": 121569.22170014941, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3503445305770887, "fast_rcnn/fg_cls_accuracy": 0.6055093555093556, "iteration": 54279, "loss_box_reg": 0.26313648594077677, "loss_cls": 0.24622133281081915, "loss_mask": 0.28462514840066433, "loss_rpn_cls": 0.05257858528057113, "loss_rpn_loc": 0.08787949162069708, "loss_sem_seg": 0.3661247733980417, "lr": 0.02, "mask_rcnn/accuracy": 0.8880743973704373, "mask_rcnn/false_negative": 0.10441595845213239, "mask_rcnn/false_positive": 0.15019703764098383, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.5669437319993449, "total_loss": 1.3298312894185074} {"data_time": 0.01314886250111158, "eta_seconds": 121677.94271771649, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.3694081689358155, "fast_rcnn/fg_cls_accuracy": 0.5806996788913301, "iteration": 54299, "loss_box_reg": 0.23763270629569888, "loss_cls": 0.22016193461604416, "loss_mask": 0.2760386085137725, "loss_rpn_cls": 0.042884154099738225, "loss_rpn_loc": 0.07033364212838933, "loss_sem_seg": 0.3557078749872744, "lr": 0.02, "mask_rcnn/accuracy": 0.8821344901981063, "mask_rcnn/false_negative": 0.1038506437250048, "mask_rcnn/false_positive": 0.13468807014023373, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5797683550008514, "total_loss": 1.2331787425791845} {"data_time": 0.01292656249643187, "eta_seconds": 121658.82622762457, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3562260891028014, "fast_rcnn/fg_cls_accuracy": 0.6369245958287054, "iteration": 54319, "loss_box_reg": 0.23900066898204386, "loss_cls": 0.24336678022518754, "loss_mask": 0.26787618547677994, "loss_rpn_cls": 0.053900008904747665, "loss_rpn_loc": 0.07276998843008187, "loss_sem_seg": 0.4191903220489621, "lr": 0.02, "mask_rcnn/accuracy": 0.8787157376248371, "mask_rcnn/false_negative": 0.09613838162616958, "mask_rcnn/false_positive": 0.14386383153687904, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5752393504990323, "total_loss": 1.303794389590621} {"data_time": 0.011855333999847062, "eta_seconds": 121606.90494681904, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.37595363849765256, "fast_rcnn/fg_cls_accuracy": 0.5348557692307692, "iteration": 54339, "loss_box_reg": 0.26022555073723197, "loss_cls": 0.2361763371154666, "loss_mask": 0.27316848188638687, "loss_rpn_cls": 0.05746047606226057, "loss_rpn_loc": 0.07980815871269442, "loss_sem_seg": 0.3353597403038293, "lr": 0.02, "mask_rcnn/accuracy": 0.8782263149878347, "mask_rcnn/false_negative": 0.07813999928640139, "mask_rcnn/false_positive": 0.14304906440866044, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5657599305013719, "total_loss": 1.3181079617934301} {"data_time": 0.012392558997817105, "eta_seconds": 121636.26349354458, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.39017369242779076, "fast_rcnn/fg_cls_accuracy": 0.5828062475797082, "iteration": 54359, "loss_box_reg": 0.24602812249213457, "loss_cls": 0.23210344999097288, "loss_mask": 0.2749944608658552, "loss_rpn_cls": 0.04838326695607975, "loss_rpn_loc": 0.07636302069295198, "loss_sem_seg": 0.40678947046399117, "lr": 0.02, "mask_rcnn/accuracy": 0.8856255154865704, "mask_rcnn/false_negative": 0.10866124159528423, "mask_rcnn/false_positive": 0.1363789141527322, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5672569040034432, "total_loss": 1.3222619431908242} {"data_time": 0.012341284498688765, "eta_seconds": 121644.56245400994, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.3766891891891892, "fast_rcnn/fg_cls_accuracy": 0.5844414893617021, "iteration": 54379, "loss_box_reg": 0.26179470401257277, "loss_cls": 0.2548824728000909, "loss_mask": 0.27387970173731446, "loss_rpn_cls": 0.05321840138640255, "loss_rpn_loc": 0.07608469325350598, "loss_sem_seg": 0.3798828669823706, "lr": 0.02, "mask_rcnn/accuracy": 0.8710823203280278, "mask_rcnn/false_negative": 0.12384393789310233, "mask_rcnn/false_positive": 0.14407660831484295, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5662532354981522, "total_loss": 1.279516005073674} {"data_time": 0.013103219502227148, "eta_seconds": 121668.03663164043, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.41727272727272724, "fast_rcnn/fg_cls_accuracy": 0.5239978902953586, "iteration": 54399, "loss_box_reg": 0.25228992383927107, "loss_cls": 0.23122221510857344, "loss_mask": 0.27975973207503557, "loss_rpn_cls": 0.05971330773900263, "loss_rpn_loc": 0.07704575720708817, "loss_sem_seg": 0.3316859398037195, "lr": 0.02, "mask_rcnn/accuracy": 0.8726261532010064, "mask_rcnn/false_negative": 0.11222549589018, "mask_rcnn/false_positive": 0.13880302441214037, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5692346215037105, "total_loss": 1.19857325925841} {"data_time": 0.012177581502328394, "eta_seconds": 121621.99608756993, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.3744376968061178, "fast_rcnn/fg_cls_accuracy": 0.5689493433395872, "iteration": 54419, "loss_box_reg": 0.2515703132376075, "loss_cls": 0.24122380185872316, "loss_mask": 0.2685186369344592, "loss_rpn_cls": 0.04926495152176358, "loss_rpn_loc": 0.07598044464248233, "loss_sem_seg": 0.3721923059783876, "lr": 0.02, "mask_rcnn/accuracy": 0.8932962638180273, "mask_rcnn/false_negative": 0.09583780880053477, "mask_rcnn/false_positive": 0.11351398448171532, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5608073885014164, "total_loss": 1.2956346549035516} {"data_time": 0.01193842350403429, "eta_seconds": 121634.90466880467, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.3669064748201439, "fast_rcnn/fg_cls_accuracy": 0.601328434143584, "iteration": 54439, "loss_box_reg": 0.2532484468538314, "loss_cls": 0.25961140636354685, "loss_mask": 0.26639456395059824, "loss_rpn_cls": 0.047234761965228245, "loss_rpn_loc": 0.07323433179408312, "loss_sem_seg": 0.3829377079382539, "lr": 0.02, "mask_rcnn/accuracy": 0.879559779603363, "mask_rcnn/false_negative": 0.09320592388639345, "mask_rcnn/false_positive": 0.13701444812215152, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5747155850003764, "total_loss": 1.3183547543303575} {"data_time": 0.012780775999999605, "eta_seconds": 121640.93461855613, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.35685071574642124, "fast_rcnn/fg_cls_accuracy": 0.5711111111111111, "iteration": 54459, "loss_box_reg": 0.2676980826072395, "loss_cls": 0.24081663601100445, "loss_mask": 0.271619631908834, "loss_rpn_cls": 0.046561784081859514, "loss_rpn_loc": 0.08029237753362395, "loss_sem_seg": 0.347870122641325, "lr": 0.02, "mask_rcnn/accuracy": 0.8757962827988338, "mask_rcnn/false_negative": 0.10508854950026308, "mask_rcnn/false_positive": 0.12800429443456346, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5704482209985144, "total_loss": 1.2793771605647635} {"data_time": 0.012401834999764105, "eta_seconds": 121641.82333609232, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3928290706814197, "fast_rcnn/fg_cls_accuracy": 0.5724924151880114, "iteration": 54479, "loss_box_reg": 0.24409323115833104, "loss_cls": 0.24372022738680243, "loss_mask": 0.26005718018859625, "loss_rpn_cls": 0.055352407856844366, "loss_rpn_loc": 0.08125696779461578, "loss_sem_seg": 0.3519599544815719, "lr": 0.02, "mask_rcnn/accuracy": 0.9050633200782789, "mask_rcnn/false_negative": 0.0839109377132708, "mask_rcnn/false_positive": 0.1141036086532862, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5720897100000002, "total_loss": 1.2538157283561304} {"data_time": 0.012280307000764878, "eta_seconds": 121630.53517175232, "fast_rcnn/cls_accuracy": 0.90966796875, "fast_rcnn/false_negative": 0.4540700960994912, "fast_rcnn/fg_cls_accuracy": 0.5377331825890334, "iteration": 54499, "loss_box_reg": 0.24263404309749603, "loss_cls": 0.23143003368750215, "loss_mask": 0.2650166554376483, "loss_rpn_cls": 0.05048074061051011, "loss_rpn_loc": 0.07154701335821301, "loss_sem_seg": 0.3438012460246682, "lr": 0.02, "mask_rcnn/accuracy": 0.882286676983973, "mask_rcnn/false_negative": 0.1116690201024683, "mask_rcnn/false_positive": 0.13159381351992683, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.5641200199970626, "total_loss": 1.2256290940276813} {"data_time": 0.012450881498807576, "eta_seconds": 121619.24700741231, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.3608974358974359, "fast_rcnn/fg_cls_accuracy": 0.5906961718623809, "iteration": 54519, "loss_box_reg": 0.24678639834746718, "loss_cls": 0.22455415269359946, "loss_mask": 0.2745026033371687, "loss_rpn_cls": 0.05643332307226956, "loss_rpn_loc": 0.0943471136270091, "loss_sem_seg": 0.34255477972328663, "lr": 0.02, "mask_rcnn/accuracy": 0.8673974712835955, "mask_rcnn/false_negative": 0.11750510029741575, "mask_rcnn/false_positive": 0.13854288194832864, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5616382375046669, "total_loss": 1.2212955565773882} {"data_time": 0.01195518449821975, "eta_seconds": 121757.42478540553, "fast_rcnn/cls_accuracy": 0.91357421875, "fast_rcnn/false_negative": 0.43750530515236397, "fast_rcnn/fg_cls_accuracy": 0.5215654077723043, "iteration": 54539, "loss_box_reg": 0.2526415674947202, "loss_cls": 0.24855325603857636, "loss_mask": 0.2825777279213071, "loss_rpn_cls": 0.062129024212481454, "loss_rpn_loc": 0.0906316572218202, "loss_sem_seg": 0.3514809934422374, "lr": 0.02, "mask_rcnn/accuracy": 0.8865654208111816, "mask_rcnn/false_negative": 0.10017138824274824, "mask_rcnn/false_positive": 0.14303789391834873, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5743977380006982, "total_loss": 1.2986765026289504} {"data_time": 0.012788328000169713, "eta_seconds": 121812.55785697332, "fast_rcnn/cls_accuracy": 0.91357421875, "fast_rcnn/false_negative": 0.4085863377609108, "fast_rcnn/fg_cls_accuracy": 0.5757068573285669, "iteration": 54559, "loss_box_reg": 0.2452915497124195, "loss_cls": 0.2385665774345398, "loss_mask": 0.27412908524274826, "loss_rpn_cls": 0.055708877625875175, "loss_rpn_loc": 0.07184953091200441, "loss_sem_seg": 0.3464994505047798, "lr": 0.02, "mask_rcnn/accuracy": 0.8648362149501967, "mask_rcnn/false_negative": 0.11182271443789166, "mask_rcnn/false_positive": 0.14730218774923642, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5729472864986747, "total_loss": 1.2625555497652385} {"data_time": 0.013656045499374159, "eta_seconds": 121805.8246542708, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.39380160344621273, "fast_rcnn/fg_cls_accuracy": 0.5585157318741449, "iteration": 54579, "loss_box_reg": 0.23976801265962422, "loss_cls": 0.2208728389814496, "loss_mask": 0.26709039648994803, "loss_rpn_cls": 0.04867396826739423, "loss_rpn_loc": 0.08145574340596795, "loss_sem_seg": 0.34742406429722905, "lr": 0.02, "mask_rcnn/accuracy": 0.8853238580612133, "mask_rcnn/false_negative": 0.10733038167349597, "mask_rcnn/false_positive": 0.1290259948563695, "roi_head/num_bg_samples": 460.75, "roi_head/num_fg_samples": 51.25, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5647867500010761, "total_loss": 1.185804720793385} {"data_time": 0.012195365998195484, "eta_seconds": 121794.51602376084, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.4136674049464747, "fast_rcnn/fg_cls_accuracy": 0.5052614217384133, "iteration": 54599, "loss_box_reg": 0.2492896979674697, "loss_cls": 0.23058291897177696, "loss_mask": 0.27929809782654047, "loss_rpn_cls": 0.05198377699707635, "loss_rpn_loc": 0.07487935980316252, "loss_sem_seg": 0.34652194986119866, "lr": 0.02, "mask_rcnn/accuracy": 0.8742632916261743, "mask_rcnn/false_negative": 0.11083810669245034, "mask_rcnn/false_positive": 0.1272216597532239, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5525926745031029, "total_loss": 1.2105927370139398} {"data_time": 0.01280524850153597, "eta_seconds": 121813.19629088367, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.36858414110916893, "fast_rcnn/fg_cls_accuracy": 0.6000317813443509, "iteration": 54619, "loss_box_reg": 0.23174043965991586, "loss_cls": 0.23050419799983501, "loss_mask": 0.261299064848572, "loss_rpn_cls": 0.0500831630488392, "loss_rpn_loc": 0.08358115307055414, "loss_sem_seg": 0.3238521357998252, "lr": 0.02, "mask_rcnn/accuracy": 0.9030495663484386, "mask_rcnn/false_negative": 0.09312250459308721, "mask_rcnn/false_positive": 0.10200107799619004, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 237.0, "rpn/num_pos_anchors": 19.0, "time": 0.5678166189973126, "total_loss": 1.2403252490330487} {"data_time": 0.012151869505032664, "eta_seconds": 121767.32503393333, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.2916189484643415, "fast_rcnn/fg_cls_accuracy": 0.6294202898550725, "iteration": 54639, "loss_box_reg": 0.23206563293933868, "loss_cls": 0.22917641303502023, "loss_mask": 0.26226785872131586, "loss_rpn_cls": 0.04536175139946863, "loss_rpn_loc": 0.07648312667151913, "loss_sem_seg": 0.3562143547460437, "lr": 0.02, "mask_rcnn/accuracy": 0.8848384820961352, "mask_rcnn/false_negative": 0.1148187126517346, "mask_rcnn/false_positive": 0.10934537398967546, "roi_head/num_bg_samples": 457.75, "roi_head/num_fg_samples": 54.25, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5706178544969589, "total_loss": 1.1748932880000211} {"data_time": 0.012242426499142312, "eta_seconds": 121767.55813606385, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.35951427898684785, "fast_rcnn/fg_cls_accuracy": 0.6404857210131522, "iteration": 54659, "loss_box_reg": 0.2577969445846975, "loss_cls": 0.24251885991543531, "loss_mask": 0.2730175033211708, "loss_rpn_cls": 0.05338606744771823, "loss_rpn_loc": 0.08758743150974624, "loss_sem_seg": 0.3745186189189553, "lr": 0.02, "mask_rcnn/accuracy": 0.872195072706116, "mask_rcnn/false_negative": 0.10256775526039202, "mask_rcnn/false_positive": 0.1303468516517628, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5730280614989169, "total_loss": 1.3186264258110896} {"data_time": 0.012146673499955796, "eta_seconds": 121834.63474587614, "fast_rcnn/cls_accuracy": 0.90673828125, "fast_rcnn/false_negative": 0.3414769915883226, "fast_rcnn/fg_cls_accuracy": 0.5965229171370512, "iteration": 54679, "loss_box_reg": 0.24499089270830154, "loss_cls": 0.2221814647782594, "loss_mask": 0.2665708055719733, "loss_rpn_cls": 0.04724351744516753, "loss_rpn_loc": 0.0913462872558739, "loss_sem_seg": 0.36357904225587845, "lr": 0.02, "mask_rcnn/accuracy": 0.8873332227627893, "mask_rcnn/false_negative": 0.09162293267997862, "mask_rcnn/false_positive": 0.15294382022001185, "roi_head/num_bg_samples": 430.25, "roi_head/num_fg_samples": 81.75, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.5675459044978197, "total_loss": 1.248155516834231} {"data_time": 0.012988896502065472, "eta_seconds": 121839.496873456, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.38684311469121596, "fast_rcnn/fg_cls_accuracy": 0.5786948853615521, "iteration": 54699, "loss_box_reg": 0.23696344206109643, "loss_cls": 0.2242974517866969, "loss_mask": 0.25736346608027816, "loss_rpn_cls": 0.04797571193194017, "loss_rpn_loc": 0.0734805422835052, "loss_sem_seg": 0.33576452266424894, "lr": 0.02, "mask_rcnn/accuracy": 0.8809326721342743, "mask_rcnn/false_negative": 0.08627891530520368, "mask_rcnn/false_positive": 0.13134726352153983, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 235.75, "rpn/num_pos_anchors": 20.25, "time": 0.568352562502696, "total_loss": 1.1758958658901975} {"data_time": 0.011734408497432014, "eta_seconds": 121771.40749095732, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.37716535433070864, "fast_rcnn/fg_cls_accuracy": 0.6163830327660655, "iteration": 54719, "loss_box_reg": 0.24430293729528785, "loss_cls": 0.2509706295095384, "loss_mask": 0.27637825440615416, "loss_rpn_cls": 0.039615254499949515, "loss_rpn_loc": 0.06791190410149284, "loss_sem_seg": 0.35262148082256317, "lr": 0.02, "mask_rcnn/accuracy": 0.8797771726107273, "mask_rcnn/false_negative": 0.0992485415908245, "mask_rcnn/false_positive": 0.1445250826685433, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.562715042498894, "total_loss": 1.2140112001798116} {"data_time": 0.012406807003571885, "eta_seconds": 121760.0947037173, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.4091454321467938, "fast_rcnn/fg_cls_accuracy": 0.4786897590361446, "iteration": 54739, "loss_box_reg": 0.23139279917813838, "loss_cls": 0.22160381532739848, "loss_mask": 0.2569884634576738, "loss_rpn_cls": 0.04888196138199419, "loss_rpn_loc": 0.09078424773178995, "loss_sem_seg": 0.3353847097605467, "lr": 0.02, "mask_rcnn/accuracy": 0.915906985663099, "mask_rcnn/false_negative": 0.09063010471980627, "mask_rcnn/false_positive": 0.10789033171207305, "roi_head/num_bg_samples": 456.75, "roi_head/num_fg_samples": 55.25, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5677433339988056, "total_loss": 1.1831833012620336} {"data_time": 0.012634334001631942, "eta_seconds": 121741.80606369895, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.31036866359447, "fast_rcnn/fg_cls_accuracy": 0.5714138746956552, "iteration": 54759, "loss_box_reg": 0.23988930275663733, "loss_cls": 0.2449706420302391, "loss_mask": 0.286118951626122, "loss_rpn_cls": 0.04564104620658327, "loss_rpn_loc": 0.07135110511444509, "loss_sem_seg": 0.3650567065924406, "lr": 0.02, "mask_rcnn/accuracy": 0.8930443744725054, "mask_rcnn/false_negative": 0.10190807256386109, "mask_rcnn/false_positive": 0.11102294973561941, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5745433804986533, "total_loss": 1.252034714387264} {"data_time": 0.012804328496713424, "eta_seconds": 121778.05195332647, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.35264550264550265, "fast_rcnn/fg_cls_accuracy": 0.6441977849652063, "iteration": 54779, "loss_box_reg": 0.24649357609450817, "loss_cls": 0.25199897098354995, "loss_mask": 0.2776401648297906, "loss_rpn_cls": 0.05554758047219366, "loss_rpn_loc": 0.08040040204650722, "loss_sem_seg": 0.3784534400328994, "lr": 0.02, "mask_rcnn/accuracy": 0.8745040407096718, "mask_rcnn/false_negative": 0.09288556258788758, "mask_rcnn/false_positive": 0.1592837450853294, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5735251375008374, "total_loss": 1.2603068012394942} {"data_time": 0.011676797999825794, "eta_seconds": 121688.39319237431, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.44100540091400087, "fast_rcnn/fg_cls_accuracy": 0.5451153324287652, "iteration": 54799, "loss_box_reg": 0.242101538926363, "loss_cls": 0.228517210111022, "loss_mask": 0.2730528125539422, "loss_rpn_cls": 0.04988779372069985, "loss_rpn_loc": 0.07746868580579758, "loss_sem_seg": 0.3113984917290509, "lr": 0.02, "mask_rcnn/accuracy": 0.8884584389005437, "mask_rcnn/false_negative": 0.09855921054974157, "mask_rcnn/false_positive": 0.12939999551329007, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.5517399329983164, "total_loss": 1.195318637881428} {"data_time": 0.012148786001489498, "eta_seconds": 121714.84355475722, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.4117342715231788, "fast_rcnn/fg_cls_accuracy": 0.5439930689256836, "iteration": 54819, "loss_box_reg": 0.24880731757730246, "loss_cls": 0.2251842408441007, "loss_mask": 0.27007107250392437, "loss_rpn_cls": 0.05024713039165363, "loss_rpn_loc": 0.06755004035949241, "loss_sem_seg": 0.3470067451708019, "lr": 0.02, "mask_rcnn/accuracy": 0.8886147478433167, "mask_rcnn/false_negative": 0.10318697202272085, "mask_rcnn/false_positive": 0.12847653929001138, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.5713494124938734, "total_loss": 1.233933916562819} {"data_time": 0.012927410502015846, "eta_seconds": 121776.76726872413, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3927914915966386, "fast_rcnn/fg_cls_accuracy": 0.5453314659197012, "iteration": 54839, "loss_box_reg": 0.2329302942380309, "loss_cls": 0.23424459621310234, "loss_mask": 0.2730585993267596, "loss_rpn_cls": 0.04415820018039085, "loss_rpn_loc": 0.0774492404598277, "loss_sem_seg": 0.3617613846436143, "lr": 0.02, "mask_rcnn/accuracy": 0.8825614262098282, "mask_rcnn/false_negative": 0.11646887540692803, "mask_rcnn/false_positive": 0.11765346192217224, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.5769752035012061, "total_loss": 1.2595260508169304} {"data_time": 0.012557490499602864, "eta_seconds": 121777.93392004394, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.45606053517964074, "fast_rcnn/fg_cls_accuracy": 0.4644938394938395, "iteration": 54859, "loss_box_reg": 0.24510130798444152, "loss_cls": 0.2385971643961966, "loss_mask": 0.2632832946255803, "loss_rpn_cls": 0.04579006088897586, "loss_rpn_loc": 0.0767859285697341, "loss_sem_seg": 0.3608760815113783, "lr": 0.02, "mask_rcnn/accuracy": 0.881535730373816, "mask_rcnn/false_negative": 0.10426392870490782, "mask_rcnn/false_positive": 0.1313776632327216, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5624824359983904, "total_loss": 1.2944933351536747} {"data_time": 0.013289956499647815, "eta_seconds": 121774.32245529955, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.4394927536231884, "fast_rcnn/fg_cls_accuracy": 0.5119047619047619, "iteration": 54879, "loss_box_reg": 0.2578354896977544, "loss_cls": 0.23871334735304117, "loss_mask": 0.26655358355492353, "loss_rpn_cls": 0.04620872842497192, "loss_rpn_loc": 0.08112832577899098, "loss_sem_seg": 0.3430602867156267, "lr": 0.02, "mask_rcnn/accuracy": 0.8828897953810984, "mask_rcnn/false_negative": 0.1105581245114913, "mask_rcnn/false_positive": 0.12305117600812425, "roi_head/num_bg_samples": 458.75, "roi_head/num_fg_samples": 53.25, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5604896445001941, "total_loss": 1.2237394588591997} {"data_time": 0.01348459699875093, "eta_seconds": 121763.00098296953, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.3795646699046591, "fast_rcnn/fg_cls_accuracy": 0.5443274456521738, "iteration": 54899, "loss_box_reg": 0.2318496028892696, "loss_cls": 0.20550011238083243, "loss_mask": 0.25242355465888977, "loss_rpn_cls": 0.042799547081813216, "loss_rpn_loc": 0.07238410785794258, "loss_sem_seg": 0.3608355578035116, "lr": 0.02, "mask_rcnn/accuracy": 0.8789625919034305, "mask_rcnn/false_negative": 0.09240551981264462, "mask_rcnn/false_positive": 0.1530939275427365, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5647268290013017, "total_loss": 1.191939529584488} {"data_time": 0.013106761001836276, "eta_seconds": 121763.89869190347, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.40559895833333337, "fast_rcnn/fg_cls_accuracy": 0.5924479166666667, "iteration": 54919, "loss_box_reg": 0.24261403107084334, "loss_cls": 0.22941440506838262, "loss_mask": 0.26759195141494274, "loss_rpn_cls": 0.046510226908139884, "loss_rpn_loc": 0.07800542755285278, "loss_sem_seg": 0.3762902677990496, "lr": 0.02, "mask_rcnn/accuracy": 0.8879506768869969, "mask_rcnn/false_negative": 0.10682064744802494, "mask_rcnn/false_positive": 0.12291318889261343, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.5610632979987713, "total_loss": 1.2345189814950572} {"data_time": 0.01287826749830856, "eta_seconds": 121752.5760833335, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.3314186775133293, "fast_rcnn/fg_cls_accuracy": 0.6063862928348909, "iteration": 54939, "loss_box_reg": 0.263636760879308, "loss_cls": 0.24086879263632, "loss_mask": 0.2860878137871623, "loss_rpn_cls": 0.054866398335434496, "loss_rpn_loc": 0.09669275360647589, "loss_sem_seg": 0.3411453024018556, "lr": 0.02, "mask_rcnn/accuracy": 0.8930723686990324, "mask_rcnn/false_negative": 0.09359627107676652, "mask_rcnn/false_positive": 0.13282590600320116, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5579918855000869, "total_loss": 1.289751762902597} {"data_time": 0.01312523700107704, "eta_seconds": 121741.25347476352, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.4762903483541068, "fast_rcnn/fg_cls_accuracy": 0.4652777777777778, "iteration": 54959, "loss_box_reg": 0.2560393512248993, "loss_cls": 0.24272733484394848, "loss_mask": 0.2803180366754532, "loss_rpn_cls": 0.05784676189068705, "loss_rpn_loc": 0.07649756519822404, "loss_sem_seg": 0.3339678146876395, "lr": 0.02, "mask_rcnn/accuracy": 0.8694221527629042, "mask_rcnn/false_negative": 0.11361652292859478, "mask_rcnn/false_positive": 0.14124756425967078, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5697966090010596, "total_loss": 1.2747148922935594} {"data_time": 0.012741571001242846, "eta_seconds": 121717.71509364946, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.4100927192582459, "fast_rcnn/fg_cls_accuracy": 0.5285947712418301, "iteration": 54979, "loss_box_reg": 0.24606679333373904, "loss_cls": 0.23553352896124125, "loss_mask": 0.26926030497998, "loss_rpn_cls": 0.05001761199673638, "loss_rpn_loc": 0.0752847492985893, "loss_sem_seg": 0.3176523922011256, "lr": 0.02, "mask_rcnn/accuracy": 0.8850699133820195, "mask_rcnn/false_negative": 0.09136903143012702, "mask_rcnn/false_positive": 0.13457172554979718, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5645479485028773, "total_loss": 1.2319672483135946} {"data_time": 0.012066862000210676, "eta_seconds": 121730.62111620541, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.3575296995108316, "fast_rcnn/fg_cls_accuracy": 0.5631264740566038, "iteration": 54999, "loss_box_reg": 0.2386669279076159, "loss_cls": 0.25698729744181037, "loss_mask": 0.28747747326269746, "loss_rpn_cls": 0.048828087688889354, "loss_rpn_loc": 0.06565398749080487, "loss_sem_seg": 0.3753595403395593, "lr": 0.02, "mask_rcnn/accuracy": 0.8813468208092485, "mask_rcnn/false_negative": 0.10709279819455908, "mask_rcnn/false_positive": 0.13413737659702252, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5659934369978146, "total_loss": 1.2743888418845017} {"data_time": 0.01245459299752838, "eta_seconds": 121732.88934907474, "fast_rcnn/cls_accuracy": 0.90478515625, "fast_rcnn/false_negative": 0.4101063829787234, "fast_rcnn/fg_cls_accuracy": 0.5663038099950519, "iteration": 55019, "loss_box_reg": 0.24906180100515485, "loss_cls": 0.2446539718657732, "loss_mask": 0.27035126043483615, "loss_rpn_cls": 0.05022397456195904, "loss_rpn_loc": 0.085944123507943, "loss_sem_seg": 0.34828399075195193, "lr": 0.02, "mask_rcnn/accuracy": 0.8738337763802964, "mask_rcnn/false_negative": 0.1087306750675995, "mask_rcnn/false_positive": 0.13149315746927584, "roi_head/num_bg_samples": 426.0, "roi_head/num_fg_samples": 86.0, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5713714884986985, "total_loss": 1.241380071551248} {"data_time": 0.0134202750014083, "eta_seconds": 121673.81410462872, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.38352007469654525, "fast_rcnn/fg_cls_accuracy": 0.47716582133507857, "iteration": 55039, "loss_box_reg": 0.23731474857777357, "loss_cls": 0.23668777057901025, "loss_mask": 0.2865084344521165, "loss_rpn_cls": 0.05192116688704118, "loss_rpn_loc": 0.08339589080424048, "loss_sem_seg": 0.3972177021205425, "lr": 0.02, "mask_rcnn/accuracy": 0.8638387400414711, "mask_rcnn/false_negative": 0.11303067633164346, "mask_rcnn/false_positive": 0.16360565909304164, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.557985211002233, "total_loss": 1.3098517358594108} {"data_time": 0.011557147499843268, "eta_seconds": 121558.4600703126, "fast_rcnn/cls_accuracy": 0.90966796875, "fast_rcnn/false_negative": 0.4504357298474946, "fast_rcnn/fg_cls_accuracy": 0.495279593318809, "iteration": 55059, "loss_box_reg": 0.23610827047377825, "loss_cls": 0.24766357941552997, "loss_mask": 0.29658796824514866, "loss_rpn_cls": 0.05732994613936171, "loss_rpn_loc": 0.078896542720031, "loss_sem_seg": 0.3924306510016322, "lr": 0.02, "mask_rcnn/accuracy": 0.8629263973862851, "mask_rcnn/false_negative": 0.1025313913034317, "mask_rcnn/false_positive": 0.17063244505130212, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5592885870028113, "total_loss": 1.3572428264888003} {"data_time": 0.012233135501446668, "eta_seconds": 121624.1461543469, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.3523873147121105, "fast_rcnn/fg_cls_accuracy": 0.5976605828375516, "iteration": 55079, "loss_box_reg": 0.22524290950968862, "loss_cls": 0.23114376701414585, "loss_mask": 0.2670500557869673, "loss_rpn_cls": 0.05369890667498112, "loss_rpn_loc": 0.08587086643092334, "loss_sem_seg": 0.33823858154937625, "lr": 0.02, "mask_rcnn/accuracy": 0.8802281039235043, "mask_rcnn/false_negative": 0.08612748649894779, "mask_rcnn/false_positive": 0.12326903072336937, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5771316194986866, "total_loss": 1.2622927752090618} {"data_time": 0.012765686999046011, "eta_seconds": 121535.83833503263, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3051115551115551, "fast_rcnn/fg_cls_accuracy": 0.6194620253164558, "iteration": 55099, "loss_box_reg": 0.2363447886891663, "loss_cls": 0.2257941549178213, "loss_mask": 0.26470491010695696, "loss_rpn_cls": 0.053494130843319, "loss_rpn_loc": 0.08828797721071169, "loss_sem_seg": 0.36110913194715977, "lr": 0.02, "mask_rcnn/accuracy": 0.895643196936837, "mask_rcnn/false_negative": 0.09887443608353744, "mask_rcnn/false_positive": 0.12681075821003723, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5505231749993982, "total_loss": 1.2399818550620694} {"data_time": 0.01217148400246515, "eta_seconds": 121503.43141774056, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.4348155231492549, "fast_rcnn/fg_cls_accuracy": 0.5419754562116503, "iteration": 55119, "loss_box_reg": 0.2502432140754536, "loss_cls": 0.25351016549393535, "loss_mask": 0.2616521967574954, "loss_rpn_cls": 0.05842667986871675, "loss_rpn_loc": 0.08650804798526224, "loss_sem_seg": 0.35843991907313466, "lr": 0.02, "mask_rcnn/accuracy": 0.8744195373184735, "mask_rcnn/false_negative": 0.0818277748394306, "mask_rcnn/false_positive": 0.13319575686912605, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.5593872300014482, "total_loss": 1.2674072785885073} {"data_time": 0.01243416299985256, "eta_seconds": 121532.25446656988, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.37652769183168316, "fast_rcnn/fg_cls_accuracy": 0.5948796426503433, "iteration": 55139, "loss_box_reg": 0.2294805604033172, "loss_cls": 0.23925179475918412, "loss_mask": 0.2717929193750024, "loss_rpn_cls": 0.05114818563743029, "loss_rpn_loc": 0.07913550187367946, "loss_sem_seg": 0.3775754915550351, "lr": 0.02, "mask_rcnn/accuracy": 0.8880520799344447, "mask_rcnn/false_negative": 0.10046114771641725, "mask_rcnn/false_positive": 0.13114442649376407, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5668621419972624, "total_loss": 1.2631895139347762} {"data_time": 0.012585501499415841, "eta_seconds": 121605.8908176485, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.36126512096774194, "fast_rcnn/fg_cls_accuracy": 0.58272238514174, "iteration": 55159, "loss_box_reg": 0.2690924166236073, "loss_cls": 0.23792536091059446, "loss_mask": 0.28524639643728733, "loss_rpn_cls": 0.0490125781216193, "loss_rpn_loc": 0.08073832676745951, "loss_sem_seg": 0.3533850556705147, "lr": 0.02, "mask_rcnn/accuracy": 0.8712232401406508, "mask_rcnn/false_negative": 0.11985956097252565, "mask_rcnn/false_positive": 0.13945207241972782, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5690182364960492, "total_loss": 1.3026467057934497} {"data_time": 0.012793447498552268, "eta_seconds": 121601.02102203826, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.38406311987447084, "fast_rcnn/fg_cls_accuracy": 0.5699480019944441, "iteration": 55179, "loss_box_reg": 0.24803408281877637, "loss_cls": 0.2355723010841757, "loss_mask": 0.2593344682827592, "loss_rpn_cls": 0.05012142000487074, "loss_rpn_loc": 0.0805438649840653, "loss_sem_seg": 0.3308494254015386, "lr": 0.02, "mask_rcnn/accuracy": 0.8900999416610402, "mask_rcnn/false_negative": 0.08738331419273812, "mask_rcnn/false_positive": 0.13093324058807287, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5577966929995455, "total_loss": 1.2194397074636072} {"data_time": 0.01342199800274102, "eta_seconds": 121615.76500833913, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.3389391447368421, "fast_rcnn/fg_cls_accuracy": 0.5864470108695652, "iteration": 55199, "loss_box_reg": 0.2458809674717486, "loss_cls": 0.23236240271944553, "loss_mask": 0.26074108108878136, "loss_rpn_cls": 0.0477740973001346, "loss_rpn_loc": 0.06448732246644795, "loss_sem_seg": 0.3594103651121259, "lr": 0.02, "mask_rcnn/accuracy": 0.8866577720212925, "mask_rcnn/false_negative": 0.10741660775958885, "mask_rcnn/false_positive": 0.1263038021768476, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5758824695003568, "total_loss": 1.2287929944286589} {"data_time": 0.01182742099990719, "eta_seconds": 121640.78119691297, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.3020639834881321, "fast_rcnn/fg_cls_accuracy": 0.6518264840182648, "iteration": 55219, "loss_box_reg": 0.22585796378552914, "loss_cls": 0.2164968210272491, "loss_mask": 0.26164888124912977, "loss_rpn_cls": 0.044866129028378054, "loss_rpn_loc": 0.0750915298704058, "loss_sem_seg": 0.34478733222931623, "lr": 0.02, "mask_rcnn/accuracy": 0.8822210004691531, "mask_rcnn/false_negative": 0.09808495029505188, "mask_rcnn/false_positive": 0.12555855664160082, "roi_head/num_bg_samples": 459.5, "roi_head/num_fg_samples": 52.5, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5738747369978228, "total_loss": 1.1675565752375405} {"data_time": 0.013264961999084335, "eta_seconds": 121629.45423771295, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.38138699245418617, "fast_rcnn/fg_cls_accuracy": 0.5777908343125735, "iteration": 55239, "loss_box_reg": 0.22878177370876074, "loss_cls": 0.21400509821251035, "loss_mask": 0.27056210581213236, "loss_rpn_cls": 0.05042035333462991, "loss_rpn_loc": 0.07817008072743192, "loss_sem_seg": 0.3492759200744331, "lr": 0.02, "mask_rcnn/accuracy": 0.8848909455877869, "mask_rcnn/false_negative": 0.10282160816604488, "mask_rcnn/false_positive": 0.12062467305217779, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5661617709993152, "total_loss": 1.1874503827784793} {"data_time": 0.01257105999684427, "eta_seconds": 121616.81080803787, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.44570474435743895, "fast_rcnn/fg_cls_accuracy": 0.4919756221432199, "iteration": 55259, "loss_box_reg": 0.24166794307529926, "loss_cls": 0.24532459443435073, "loss_mask": 0.2729952912777662, "loss_rpn_cls": 0.045047787338262424, "loss_rpn_loc": 0.07695934572257102, "loss_sem_seg": 0.35340866167098284, "lr": 0.02, "mask_rcnn/accuracy": 0.8642414281940238, "mask_rcnn/false_negative": 0.10208629780499205, "mask_rcnn/false_positive": 0.17175641153059779, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5649943485004769, "total_loss": 1.2685685186443152} {"data_time": 0.012561015500978101, "eta_seconds": 121598.34557259685, "fast_rcnn/cls_accuracy": 0.91259765625, "fast_rcnn/false_negative": 0.3463211308445089, "fast_rcnn/fg_cls_accuracy": 0.5915393322014715, "iteration": 55279, "loss_box_reg": 0.24078775197267532, "loss_cls": 0.24484364595264196, "loss_mask": 0.26490544620901346, "loss_rpn_cls": 0.04938064218004001, "loss_rpn_loc": 0.08268499304540455, "loss_sem_seg": 0.39716085605323315, "lr": 0.02, "mask_rcnn/accuracy": 0.8824714743133522, "mask_rcnn/false_negative": 0.09061786578263048, "mask_rcnn/false_positive": 0.13023831026824334, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.557779702499829, "total_loss": 1.2459781245852355} {"data_time": 0.012679184499575058, "eta_seconds": 121559.14713178905, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.393402827359703, "fast_rcnn/fg_cls_accuracy": 0.5351902173913043, "iteration": 55299, "loss_box_reg": 0.24127296195365489, "loss_cls": 0.2277891703415662, "loss_mask": 0.2742912555113435, "loss_rpn_cls": 0.04468920192448422, "loss_rpn_loc": 0.07536672460264526, "loss_sem_seg": 0.3828411272261292, "lr": 0.02, "mask_rcnn/accuracy": 0.8705473098330241, "mask_rcnn/false_negative": 0.10127092761472034, "mask_rcnn/false_positive": 0.13872828293377615, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.570602385498205, "total_loss": 1.2056806316541042} {"data_time": 0.012234314999659546, "eta_seconds": 121525.25006403914, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3526170798898072, "fast_rcnn/fg_cls_accuracy": 0.5687916919345057, "iteration": 55319, "loss_box_reg": 0.25423800153657794, "loss_cls": 0.26656209025532007, "loss_mask": 0.2716316794976592, "loss_rpn_cls": 0.053384710394311696, "loss_rpn_loc": 0.08605492975038942, "loss_sem_seg": 0.3886389974504709, "lr": 0.02, "mask_rcnn/accuracy": 0.876035742948865, "mask_rcnn/false_negative": 0.09618063679864997, "mask_rcnn/false_positive": 0.13374142873776845, "roi_head/num_bg_samples": 458.25, "roi_head/num_fg_samples": 53.75, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5644109690038022, "total_loss": 1.3432865783397574} {"data_time": 0.01295233749988256, "eta_seconds": 121504.00588717817, "fast_rcnn/cls_accuracy": 0.91259765625, "fast_rcnn/false_negative": 0.372165483815129, "fast_rcnn/fg_cls_accuracy": 0.5702373435352672, "iteration": 55339, "loss_box_reg": 0.2553260587155819, "loss_cls": 0.23562804562970996, "loss_mask": 0.2797637050971389, "loss_rpn_cls": 0.05234989116434008, "loss_rpn_loc": 0.0813916721381247, "loss_sem_seg": 0.41092467796988785, "lr": 0.02, "mask_rcnn/accuracy": 0.8754066657027183, "mask_rcnn/false_negative": 0.10132821690140001, "mask_rcnn/false_positive": 0.16078113916119546, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.5606081529986113, "total_loss": 1.3152443668514024} {"data_time": 0.012406246503815055, "eta_seconds": 121560.07842733231, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.3951714046822743, "fast_rcnn/fg_cls_accuracy": 0.568701226309922, "iteration": 55359, "loss_box_reg": 0.25443555135279894, "loss_cls": 0.24153905222192407, "loss_mask": 0.27466500271111727, "loss_rpn_cls": 0.04461698798695579, "loss_rpn_loc": 0.06911692910944112, "loss_sem_seg": 0.38994436897337437, "lr": 0.02, "mask_rcnn/accuracy": 0.8754098394165359, "mask_rcnn/false_negative": 0.09839364354639744, "mask_rcnn/false_positive": 0.16574878828793493, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5741169764987717, "total_loss": 1.2710963308454666} {"data_time": 0.011509244501212379, "eta_seconds": 121541.71471414677, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.3473626373626374, "fast_rcnn/fg_cls_accuracy": 0.644074074074074, "iteration": 55379, "loss_box_reg": 0.23432866111397743, "loss_cls": 0.2192107606679201, "loss_mask": 0.2736059781163931, "loss_rpn_cls": 0.04602919257013127, "loss_rpn_loc": 0.07024870696477592, "loss_sem_seg": 0.3725263038650155, "lr": 0.02, "mask_rcnn/accuracy": 0.8909786136676894, "mask_rcnn/false_negative": 0.11532774018647704, "mask_rcnn/false_positive": 0.11845797525759791, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5638197579974076, "total_loss": 1.2279850276536308} {"data_time": 0.011891617497894913, "eta_seconds": 121537.42477245233, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.34224598930481287, "fast_rcnn/fg_cls_accuracy": 0.577035414384812, "iteration": 55399, "loss_box_reg": 0.24089995445683599, "loss_cls": 0.23296932107768953, "loss_mask": 0.27090748911723495, "loss_rpn_cls": 0.049632900685537606, "loss_rpn_loc": 0.07192342425696552, "loss_sem_seg": 0.3617443246766925, "lr": 0.02, "mask_rcnn/accuracy": 0.8875103329210472, "mask_rcnn/false_negative": 0.09340312055262198, "mask_rcnn/false_positive": 0.15153310003220485, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5675972960052604, "total_loss": 1.2867641792690847} {"data_time": 0.012907401996926637, "eta_seconds": 121611.4600908722, "fast_rcnn/cls_accuracy": 0.90771484375, "fast_rcnn/false_negative": 0.40547079337401915, "fast_rcnn/fg_cls_accuracy": 0.5068018018018018, "iteration": 55419, "loss_box_reg": 0.24147077277302742, "loss_cls": 0.22591098141856492, "loss_mask": 0.2718083253130317, "loss_rpn_cls": 0.04985595647303853, "loss_rpn_loc": 0.07472147420048714, "loss_sem_seg": 0.34331327164545655, "lr": 0.02, "mask_rcnn/accuracy": 0.8793151032342761, "mask_rcnn/false_negative": 0.09505734664739289, "mask_rcnn/false_positive": 0.13587290764229182, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5716717514987977, "total_loss": 1.2525342950539198} {"data_time": 0.012872876002802514, "eta_seconds": 121520.43595748532, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3451545530492899, "fast_rcnn/fg_cls_accuracy": 0.6256272401433691, "iteration": 55439, "loss_box_reg": 0.23956561542581767, "loss_cls": 0.22647305624559522, "loss_mask": 0.2652669083327055, "loss_rpn_cls": 0.05066549120238051, "loss_rpn_loc": 0.07371446874458343, "loss_sem_seg": 0.3607609122991562, "lr": 0.02, "mask_rcnn/accuracy": 0.886588809835861, "mask_rcnn/false_negative": 0.10622570797135039, "mask_rcnn/false_positive": 0.1129000170187218, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.559565150499111, "total_loss": 1.2339459717040882} {"data_time": 0.013037417498708237, "eta_seconds": 121496.41002738671, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.29935064935064937, "fast_rcnn/fg_cls_accuracy": 0.6581454429977771, "iteration": 55459, "loss_box_reg": 0.24548996007069945, "loss_cls": 0.24197575345169753, "loss_mask": 0.26591203548014164, "loss_rpn_cls": 0.04915780715236906, "loss_rpn_loc": 0.09089039883110672, "loss_sem_seg": 0.34997102804481983, "lr": 0.02, "mask_rcnn/accuracy": 0.9037653575463922, "mask_rcnn/false_negative": 0.10353438937033418, "mask_rcnn/false_positive": 0.11292163233791523, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5602497295039939, "total_loss": 1.2576521497103386} {"data_time": 0.012469626002712175, "eta_seconds": 121364.68855617785, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.3515262515262515, "fast_rcnn/fg_cls_accuracy": 0.5835913312693499, "iteration": 55479, "loss_box_reg": 0.24312087940052152, "loss_cls": 0.23491350188851357, "loss_mask": 0.26994914561510086, "loss_rpn_cls": 0.044127095010480843, "loss_rpn_loc": 0.07472570112440735, "loss_sem_seg": 0.35392172168940306, "lr": 0.02, "mask_rcnn/accuracy": 0.8962977253914604, "mask_rcnn/false_negative": 0.07488741481701253, "mask_rcnn/false_positive": 0.11535300969039813, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5548747015018307, "total_loss": 1.213407364601153} {"data_time": 0.013560330000473186, "eta_seconds": 121403.66197380141, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.3526373626373627, "fast_rcnn/fg_cls_accuracy": 0.5619269102990033, "iteration": 55499, "loss_box_reg": 0.2367669283412397, "loss_cls": 0.23361939005553722, "loss_mask": 0.26400982961058617, "loss_rpn_cls": 0.044910575554240495, "loss_rpn_loc": 0.07446434540906921, "loss_sem_seg": 0.32048126636072993, "lr": 0.02, "mask_rcnn/accuracy": 0.8897406802381291, "mask_rcnn/false_negative": 0.10603843518764755, "mask_rcnn/false_positive": 0.12574586756070788, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5680551425029989, "total_loss": 1.1809790325933136} {"data_time": 0.01224024049952277, "eta_seconds": 121342.0586619379, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.39587628865979385, "fast_rcnn/fg_cls_accuracy": 0.535761828165733, "iteration": 55519, "loss_box_reg": 0.2431784402579069, "loss_cls": 0.22594690509140491, "loss_mask": 0.27576457243412733, "loss_rpn_cls": 0.05191814783029258, "loss_rpn_loc": 0.07973509334260598, "loss_sem_seg": 0.36227694246917963, "lr": 0.02, "mask_rcnn/accuracy": 0.8820189712343564, "mask_rcnn/false_negative": 0.11999334018555048, "mask_rcnn/false_positive": 0.1126303998635379, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 200.5, "rpn/num_pos_anchors": 55.5, "time": 0.5538268349991995, "total_loss": 1.2724306174495723} {"data_time": 0.012968044000444934, "eta_seconds": 121266.25786571483, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.37917457305502844, "fast_rcnn/fg_cls_accuracy": 0.5781082887700535, "iteration": 55539, "loss_box_reg": 0.2486912942258641, "loss_cls": 0.22924933163449168, "loss_mask": 0.2726317001506686, "loss_rpn_cls": 0.05158444838889409, "loss_rpn_loc": 0.0880430952529423, "loss_sem_seg": 0.36404109094291925, "lr": 0.02, "mask_rcnn/accuracy": 0.8902527289985762, "mask_rcnn/false_negative": 0.09782084000552746, "mask_rcnn/false_positive": 0.1298247214997389, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5652222729986534, "total_loss": 1.2403376955189742} {"data_time": 0.013422280499071348, "eta_seconds": 121254.94893235485, "fast_rcnn/cls_accuracy": 0.91259765625, "fast_rcnn/false_negative": 0.40798350824587704, "fast_rcnn/fg_cls_accuracy": 0.5656091954022988, "iteration": 55559, "loss_box_reg": 0.2599711543880403, "loss_cls": 0.23565079923719168, "loss_mask": 0.27068776823580265, "loss_rpn_cls": 0.05581906717270613, "loss_rpn_loc": 0.08555289905052632, "loss_sem_seg": 0.3720738822594285, "lr": 0.02, "mask_rcnn/accuracy": 0.8798005451976174, "mask_rcnn/false_negative": 0.09363607283371618, "mask_rcnn/false_positive": 0.14939298416533367, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5723784329966293, "total_loss": 1.3035853084002156} {"data_time": 0.013159180500224466, "eta_seconds": 121321.39044751524, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.38460061443932414, "fast_rcnn/fg_cls_accuracy": 0.5498848710031923, "iteration": 55579, "loss_box_reg": 0.2548594078980386, "loss_cls": 0.2542733682785183, "loss_mask": 0.27205183915793896, "loss_rpn_cls": 0.050798707467038184, "loss_rpn_loc": 0.09191302233375609, "loss_sem_seg": 0.3632070254534483, "lr": 0.02, "mask_rcnn/accuracy": 0.8863657069970845, "mask_rcnn/false_negative": 0.09929955382006651, "mask_rcnn/false_positive": 0.15703645146428666, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 0.5723977464986092, "total_loss": 1.3264641884015873} {"data_time": 0.012009524998575216, "eta_seconds": 121310.07426202524, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.31514399889761613, "fast_rcnn/fg_cls_accuracy": 0.6297698767006803, "iteration": 55599, "loss_box_reg": 0.21936549595557153, "loss_cls": 0.2248120007570833, "loss_mask": 0.25436673127114773, "loss_rpn_cls": 0.040746415965259075, "loss_rpn_loc": 0.07377421669661999, "loss_sem_seg": 0.3679925836622715, "lr": 0.02, "mask_rcnn/accuracy": 0.8986640708915146, "mask_rcnn/false_negative": 0.09855237572630585, "mask_rcnn/false_positive": 0.11126511108296099, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5557184934987163, "total_loss": 1.192686805705307} {"data_time": 0.012705415003438247, "eta_seconds": 121221.02213227491, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.3474587726412544, "fast_rcnn/fg_cls_accuracy": 0.6188710690304816, "iteration": 55619, "loss_box_reg": 0.2611463302746415, "loss_cls": 0.23373823799192905, "loss_mask": 0.2696991181001067, "loss_rpn_cls": 0.05005956412060186, "loss_rpn_loc": 0.07567190594272688, "loss_sem_seg": 0.34786972776055336, "lr": 0.02, "mask_rcnn/accuracy": 0.8919071094381092, "mask_rcnn/false_negative": 0.0757983308725235, "mask_rcnn/false_positive": 0.1259874736382634, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5553421430013259, "total_loss": 1.2489032160083298} {"data_time": 0.013245867001387523, "eta_seconds": 121136.74621533701, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.2990230134607034, "fast_rcnn/fg_cls_accuracy": 0.620311638168781, "iteration": 55639, "loss_box_reg": 0.2253172672353685, "loss_cls": 0.232510945526883, "loss_mask": 0.26521461037918925, "loss_rpn_cls": 0.052730162686202675, "loss_rpn_loc": 0.08143608807586133, "loss_sem_seg": 0.32843638863414526, "lr": 0.02, "mask_rcnn/accuracy": 0.8798331885945868, "mask_rcnn/false_negative": 0.11391668526276133, "mask_rcnn/false_positive": 0.1204618203434629, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.5573786869972537, "total_loss": 1.2219223383872304} {"data_time": 0.012482228001317708, "eta_seconds": 121052.97100322785, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.38951170901843546, "fast_rcnn/fg_cls_accuracy": 0.561998122849098, "iteration": 55659, "loss_box_reg": 0.2513239160180092, "loss_cls": 0.2395901153795421, "loss_mask": 0.2790059205144644, "loss_rpn_cls": 0.04896740324329585, "loss_rpn_loc": 0.07230368904129136, "loss_sem_seg": 0.35284287156537175, "lr": 0.02, "mask_rcnn/accuracy": 0.8889839472374316, "mask_rcnn/false_negative": 0.10916779200211757, "mask_rcnn/false_positive": 0.13608734921355028, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5611476555022819, "total_loss": 1.2896205972647294} {"data_time": 0.011465156996564474, "eta_seconds": 121004.93919956486, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.38251845206540797, "fast_rcnn/fg_cls_accuracy": 0.5968919237108548, "iteration": 55679, "loss_box_reg": 0.25601012259721756, "loss_cls": 0.2396983173675835, "loss_mask": 0.2797853695228696, "loss_rpn_cls": 0.04926956765120849, "loss_rpn_loc": 0.07127873721765354, "loss_sem_seg": 0.41875939816236496, "lr": 0.02, "mask_rcnn/accuracy": 0.8714504533877665, "mask_rcnn/false_negative": 0.08709476253458989, "mask_rcnn/false_positive": 0.15276634036952574, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5526735174971691, "total_loss": 1.2896153736219276} {"data_time": 0.01318055099909543, "eta_seconds": 120979.98525513295, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.32765255634964263, "fast_rcnn/fg_cls_accuracy": 0.6274661508704062, "iteration": 55699, "loss_box_reg": 0.23732994310557842, "loss_cls": 0.20867244666442275, "loss_mask": 0.2680378220975399, "loss_rpn_cls": 0.04942826634214725, "loss_rpn_loc": 0.07852565421489999, "loss_sem_seg": 0.35794443916529417, "lr": 0.02, "mask_rcnn/accuracy": 0.8880011781518604, "mask_rcnn/false_negative": 0.10662455877315047, "mask_rcnn/false_positive": 0.13117962543367861, "roi_head/num_bg_samples": 460.25, "roi_head/num_fg_samples": 51.75, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5632677970024815, "total_loss": 1.228477980766911} {"data_time": 0.011748675999115221, "eta_seconds": 120968.69459524288, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.3873684210526316, "fast_rcnn/fg_cls_accuracy": 0.5837467644521139, "iteration": 55719, "loss_box_reg": 0.23443395597860217, "loss_cls": 0.23106783675029874, "loss_mask": 0.26602105889469385, "loss_rpn_cls": 0.04743577467161231, "loss_rpn_loc": 0.08249128214083612, "loss_sem_seg": 0.38466183352284133, "lr": 0.02, "mask_rcnn/accuracy": 0.893609162414966, "mask_rcnn/false_negative": 0.10396189260838302, "mask_rcnn/false_positive": 0.12744341679731835, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5584698519996891, "total_loss": 1.280130910628941} {"data_time": 0.013835648504027631, "eta_seconds": 120932.91754536453, "fast_rcnn/cls_accuracy": 0.90576171875, "fast_rcnn/false_negative": 0.44114480807086615, "fast_rcnn/fg_cls_accuracy": 0.5393331115300728, "iteration": 55739, "loss_box_reg": 0.25078786350786686, "loss_cls": 0.2427037600427866, "loss_mask": 0.2716351435519755, "loss_rpn_cls": 0.05127289402298629, "loss_rpn_loc": 0.07751043059397489, "loss_sem_seg": 0.37671287218108773, "lr": 0.02, "mask_rcnn/accuracy": 0.8757604298492425, "mask_rcnn/false_negative": 0.10320747277026229, "mask_rcnn/false_positive": 0.1455390107553582, "roi_head/num_bg_samples": 431.0, "roi_head/num_fg_samples": 81.0, "rpn/num_neg_anchors": 207.5, "rpn/num_pos_anchors": 48.5, "time": 0.5567980855012138, "total_loss": 1.2786056031181943} {"data_time": 0.01255945550292381, "eta_seconds": 120864.88819180176, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.35681318681318686, "fast_rcnn/fg_cls_accuracy": 0.611618643259231, "iteration": 55759, "loss_box_reg": 0.2520042918622494, "loss_cls": 0.22786959446966648, "loss_mask": 0.2699481947347522, "loss_rpn_cls": 0.04993168925284408, "loss_rpn_loc": 0.07918513292679563, "loss_sem_seg": 0.34529720223508775, "lr": 0.02, "mask_rcnn/accuracy": 0.8864068366708385, "mask_rcnn/false_negative": 0.09933243160501679, "mask_rcnn/false_positive": 0.13164472006417427, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5525437479991524, "total_loss": 1.2343131121015176} {"data_time": 0.012061806999554392, "eta_seconds": 120784.39673556131, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.3517871017871018, "fast_rcnn/fg_cls_accuracy": 0.5941625412541254, "iteration": 55779, "loss_box_reg": 0.224014843814075, "loss_cls": 0.2286924351938069, "loss_mask": 0.2711180951446295, "loss_rpn_cls": 0.042119846169953234, "loss_rpn_loc": 0.06813050419441424, "loss_sem_seg": 0.35078761214390397, "lr": 0.02, "mask_rcnn/accuracy": 0.9027122392019009, "mask_rcnn/false_negative": 0.09766041188701967, "mask_rcnn/false_positive": 0.11897555713241068, "roi_head/num_bg_samples": 468.25, "roi_head/num_fg_samples": 43.75, "rpn/num_neg_anchors": 236.0, "rpn/num_pos_anchors": 20.0, "time": 0.5634896849987854, "total_loss": 1.176468972233124} {"data_time": 0.013664943999174284, "eta_seconds": 120822.49323621539, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.3330794469182095, "fast_rcnn/fg_cls_accuracy": 0.6589524255917507, "iteration": 55799, "loss_box_reg": 0.2213413193821907, "loss_cls": 0.2093939462210983, "loss_mask": 0.2641011895611882, "loss_rpn_cls": 0.0495486410218291, "loss_rpn_loc": 0.0829884604900144, "loss_sem_seg": 0.3393255234695971, "lr": 0.02, "mask_rcnn/accuracy": 0.8969427343783853, "mask_rcnn/false_negative": 0.09609647351501521, "mask_rcnn/false_positive": 0.10237617626718709, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5706795789992611, "total_loss": 1.1835238828207366} {"data_time": 0.013329162498848746, "eta_seconds": 120811.21201033538, "fast_rcnn/cls_accuracy": 0.90771484375, "fast_rcnn/false_negative": 0.45285803044423734, "fast_rcnn/fg_cls_accuracy": 0.4771992144631202, "iteration": 55819, "loss_box_reg": 0.23695269459858537, "loss_cls": 0.2412028149701655, "loss_mask": 0.2716697067953646, "loss_rpn_cls": 0.044030316872522235, "loss_rpn_loc": 0.07614805312914541, "loss_sem_seg": 0.3642109017819166, "lr": 0.02, "mask_rcnn/accuracy": 0.8752326596498163, "mask_rcnn/false_negative": 0.10063513975534166, "mask_rcnn/false_positive": 0.1456534469013558, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5679499209982168, "total_loss": 1.2590054440661334} {"data_time": 0.012143890500738053, "eta_seconds": 120750.56688786135, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.3477039211574754, "fast_rcnn/fg_cls_accuracy": 0.5648462354188759, "iteration": 55839, "loss_box_reg": 0.26058286987245083, "loss_cls": 0.22816546447575092, "loss_mask": 0.26360854133963585, "loss_rpn_cls": 0.05286655525560491, "loss_rpn_loc": 0.07844965235562995, "loss_sem_seg": 0.4089042157866061, "lr": 0.02, "mask_rcnn/accuracy": 0.88964407191448, "mask_rcnn/false_negative": 0.08077377470996823, "mask_rcnn/false_positive": 0.15208144621303085, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 234.5, "rpn/num_pos_anchors": 21.5, "time": 0.5610989769993466, "total_loss": 1.274093785585137} {"data_time": 0.012022567498206627, "eta_seconds": 120720.02678992695, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.3710088906068806, "fast_rcnn/fg_cls_accuracy": 0.5126299817021467, "iteration": 55859, "loss_box_reg": 0.22807607683353126, "loss_cls": 0.23498643655329943, "loss_mask": 0.26252549421042204, "loss_rpn_cls": 0.0497051160200499, "loss_rpn_loc": 0.07991753697569948, "loss_sem_seg": 0.3612272199243307, "lr": 0.02, "mask_rcnn/accuracy": 0.9011596192531066, "mask_rcnn/false_negative": 0.09598697080926358, "mask_rcnn/false_positive": 0.12374388190533914, "roi_head/num_bg_samples": 459.5, "roi_head/num_fg_samples": 52.5, "rpn/num_neg_anchors": 237.0, "rpn/num_pos_anchors": 19.0, "time": 0.5606919195015507, "total_loss": 1.238511202216614} {"data_time": 0.011644544996670447, "eta_seconds": 120757.25305625997, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.3636780905752754, "fast_rcnn/fg_cls_accuracy": 0.5586750305997552, "iteration": 55879, "loss_box_reg": 0.224134533200413, "loss_cls": 0.22285591159015894, "loss_mask": 0.27434077113866806, "loss_rpn_cls": 0.04817002470372245, "loss_rpn_loc": 0.07406510435976088, "loss_sem_seg": 0.37608627369627357, "lr": 0.02, "mask_rcnn/accuracy": 0.8863837949695353, "mask_rcnn/false_negative": 0.11174686769467881, "mask_rcnn/false_positive": 0.11436185512784366, "roi_head/num_bg_samples": 462.5, "roi_head/num_fg_samples": 49.5, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5688181500008795, "total_loss": 1.232396079110913} {"data_time": 0.012582124498294434, "eta_seconds": 120797.17949612014, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.346875, "fast_rcnn/fg_cls_accuracy": 0.6211444805194806, "iteration": 55899, "loss_box_reg": 0.24938337784260511, "loss_cls": 0.24411807907745242, "loss_mask": 0.2831601118668914, "loss_rpn_cls": 0.05686102795880288, "loss_rpn_loc": 0.07483876525657251, "loss_sem_seg": 0.39978760574012995, "lr": 0.02, "mask_rcnn/accuracy": 0.8924853606215213, "mask_rcnn/false_negative": 0.07697745832761624, "mask_rcnn/false_positive": 0.13530253501462824, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5741749125008937, "total_loss": 1.2546810852654744} {"data_time": 0.014222867495846003, "eta_seconds": 120793.8387340124, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.4383512544802867, "fast_rcnn/fg_cls_accuracy": 0.5383615567439097, "iteration": 55919, "loss_box_reg": 0.24025289621204138, "loss_cls": 0.2343673356808722, "loss_mask": 0.26805655378848314, "loss_rpn_cls": 0.060188647476024926, "loss_rpn_loc": 0.08069674007128924, "loss_sem_seg": 0.360858048312366, "lr": 0.02, "mask_rcnn/accuracy": 0.8633940975583781, "mask_rcnn/false_negative": 0.11725138500502995, "mask_rcnn/false_positive": 0.15170371623222412, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5668717180014937, "total_loss": 1.250775301741669} {"data_time": 0.012741116999677615, "eta_seconds": 120782.55386158243, "fast_rcnn/cls_accuracy": 0.9013671875, "fast_rcnn/false_negative": 0.40990930316091956, "fast_rcnn/fg_cls_accuracy": 0.5456649457005519, "iteration": 55939, "loss_box_reg": 0.27739736810326576, "loss_cls": 0.2528310804627836, "loss_mask": 0.28373953606933355, "loss_rpn_cls": 0.048248474777210504, "loss_rpn_loc": 0.08585496200248599, "loss_sem_seg": 0.34725358965806663, "lr": 0.02, "mask_rcnn/accuracy": 0.8589576620121733, "mask_rcnn/false_negative": 0.11718141300485793, "mask_rcnn/false_positive": 0.1708165822437931, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.5615410124992195, "total_loss": 1.281511667999439} {"data_time": 0.012515031499788165, "eta_seconds": 120771.26898915246, "fast_rcnn/cls_accuracy": 0.91162109375, "fast_rcnn/false_negative": 0.4577996247042506, "fast_rcnn/fg_cls_accuracy": 0.45294609071698855, "iteration": 55959, "loss_box_reg": 0.2382521005347371, "loss_cls": 0.2280051107518375, "loss_mask": 0.2760446732863784, "loss_rpn_cls": 0.06168046031962149, "loss_rpn_loc": 0.09440982644446194, "loss_sem_seg": 0.3410414047539234, "lr": 0.02, "mask_rcnn/accuracy": 0.8773107085031049, "mask_rcnn/false_negative": 0.11838552168918481, "mask_rcnn/false_positive": 0.12222650387864435, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5644737045040529, "total_loss": 1.2202661733026616} {"data_time": 0.012484365001000697, "eta_seconds": 120707.03371675848, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.4093915343915344, "fast_rcnn/fg_cls_accuracy": 0.5599888392857143, "iteration": 55979, "loss_box_reg": 0.23045028396882117, "loss_cls": 0.22323726047761738, "loss_mask": 0.2636377140879631, "loss_rpn_cls": 0.05365928748506121, "loss_rpn_loc": 0.07731496321503073, "loss_sem_seg": 0.3660422498360276, "lr": 0.02, "mask_rcnn/accuracy": 0.8686076861300075, "mask_rcnn/false_negative": 0.09609435367667402, "mask_rcnn/false_positive": 0.1294064613837088, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5587795594983618, "total_loss": 1.2421831930842018} {"data_time": 0.012440644004527712, "eta_seconds": 120714.51440446354, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.33159022177419356, "fast_rcnn/fg_cls_accuracy": 0.619140625, "iteration": 55999, "loss_box_reg": 0.2517599109560251, "loss_cls": 0.2520941346883774, "loss_mask": 0.270460385363549, "loss_rpn_cls": 0.05171412847994361, "loss_rpn_loc": 0.08312539721373469, "loss_sem_seg": 0.35116713866591454, "lr": 0.02, "mask_rcnn/accuracy": 0.8888467979364179, "mask_rcnn/false_negative": 0.08543242204265236, "mask_rcnn/false_positive": 0.14169347872675114, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5686893544989289, "total_loss": 1.2530388680752367} {"data_time": 0.013185692994738929, "eta_seconds": 120703.23272686348, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3875950939295141, "fast_rcnn/fg_cls_accuracy": 0.5933275812482024, "iteration": 56019, "loss_box_reg": 0.245843933429569, "loss_cls": 0.2445281925611198, "loss_mask": 0.279080281034112, "loss_rpn_cls": 0.05111884948564693, "loss_rpn_loc": 0.08141739596612751, "loss_sem_seg": 0.38320646388456225, "lr": 0.02, "mask_rcnn/accuracy": 0.8870767694833035, "mask_rcnn/false_negative": 0.10041770115728085, "mask_rcnn/false_positive": 0.1342094396151402, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5795633644993359, "total_loss": 1.2860574523365358} {"data_time": 0.01401905049715424, "eta_seconds": 120714.31328947145, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.4689195298372514, "fast_rcnn/fg_cls_accuracy": 0.4994349005424955, "iteration": 56039, "loss_box_reg": 0.2487493958324194, "loss_cls": 0.2253418257459998, "loss_mask": 0.26565649919211864, "loss_rpn_cls": 0.044206144753843546, "loss_rpn_loc": 0.08403975865803659, "loss_sem_seg": 0.3800245155580342, "lr": 0.02, "mask_rcnn/accuracy": 0.8870232959202617, "mask_rcnn/false_negative": 0.09262692069444994, "mask_rcnn/false_positive": 0.11826991196084422, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5627246015028504, "total_loss": 1.2629233763436787} {"data_time": 0.013149428996257484, "eta_seconds": 120721.85943206343, "fast_rcnn/cls_accuracy": 0.90576171875, "fast_rcnn/false_negative": 0.4013888888888889, "fast_rcnn/fg_cls_accuracy": 0.5127906976744185, "iteration": 56059, "loss_box_reg": 0.2525575924664736, "loss_cls": 0.26556730503216386, "loss_mask": 0.2715147123672068, "loss_rpn_cls": 0.050374340935377404, "loss_rpn_loc": 0.08233010460389778, "loss_sem_seg": 0.3403689379338175, "lr": 0.02, "mask_rcnn/accuracy": 0.8623367021285713, "mask_rcnn/false_negative": 0.11130333783440191, "mask_rcnn/false_positive": 0.15283056724039973, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.5594191894997493, "total_loss": 1.2941606623789994} {"data_time": 0.01286414949936443, "eta_seconds": 120676.82775935475, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.35175228992433294, "fast_rcnn/fg_cls_accuracy": 0.5796030405405406, "iteration": 56079, "loss_box_reg": 0.2384260504040867, "loss_cls": 0.2398331635631621, "loss_mask": 0.27774439472705126, "loss_rpn_cls": 0.0459957520943135, "loss_rpn_loc": 0.06082814512774348, "loss_sem_seg": 0.3783092121593654, "lr": 0.02, "mask_rcnn/accuracy": 0.8822929560562878, "mask_rcnn/false_negative": 0.08654916029064205, "mask_rcnn/false_positive": 0.13496925825650236, "roi_head/num_bg_samples": 458.25, "roi_head/num_fg_samples": 53.75, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5560953665044508, "total_loss": 1.2615446478885133} {"data_time": 0.013373321999097243, "eta_seconds": 120699.28837566338, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3188876341050254, "fast_rcnn/fg_cls_accuracy": 0.6811123658949746, "iteration": 56099, "loss_box_reg": 0.24286365252919495, "loss_cls": 0.22690732078626752, "loss_mask": 0.2504199054092169, "loss_rpn_cls": 0.04160604662320111, "loss_rpn_loc": 0.06943634443450719, "loss_sem_seg": 0.3486913242377341, "lr": 0.02, "mask_rcnn/accuracy": 0.8831535990407994, "mask_rcnn/false_negative": 0.09432464381725884, "mask_rcnn/false_positive": 0.14429338905710104, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5671884729999874, "total_loss": 1.2017018574406393} {"data_time": 0.012079033996997168, "eta_seconds": 120698.29843653277, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.37432112519147753, "fast_rcnn/fg_cls_accuracy": 0.5950429480034096, "iteration": 56119, "loss_box_reg": 0.24403718137182295, "loss_cls": 0.22606324404478073, "loss_mask": 0.27896993793547153, "loss_rpn_cls": 0.04705227602971718, "loss_rpn_loc": 0.07409631530754268, "loss_sem_seg": 0.3678279770538211, "lr": 0.02, "mask_rcnn/accuracy": 0.8856187776514899, "mask_rcnn/false_negative": 0.07679299521378484, "mask_rcnn/false_positive": 0.14953937685410984, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5719844240011298, "total_loss": 1.263564979977673} {"data_time": 0.014310437996755354, "eta_seconds": 120650.50972310116, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.4100470690993789, "fast_rcnn/fg_cls_accuracy": 0.5379848704329632, "iteration": 56139, "loss_box_reg": 0.2529627187177539, "loss_cls": 0.2465503034181893, "loss_mask": 0.2679550517350435, "loss_rpn_cls": 0.048614506726153195, "loss_rpn_loc": 0.07509615836897865, "loss_sem_seg": 0.3192336531355977, "lr": 0.02, "mask_rcnn/accuracy": 0.8819239476273282, "mask_rcnn/false_negative": 0.09903371463892222, "mask_rcnn/false_positive": 0.14524470774620232, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5460185500014632, "total_loss": 1.2082549955812283} {"data_time": 0.01357130450560362, "eta_seconds": 120658.42026485277, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.27430050872093026, "fast_rcnn/fg_cls_accuracy": 0.6504390495867769, "iteration": 56159, "loss_box_reg": 0.23596310219727457, "loss_cls": 0.23769833566620946, "loss_mask": 0.2641018428839743, "loss_rpn_cls": 0.04907994811946992, "loss_rpn_loc": 0.07284316729055718, "loss_sem_seg": 0.37360484478995204, "lr": 0.02, "mask_rcnn/accuracy": 0.8867087168236302, "mask_rcnn/false_negative": 0.09049146477352352, "mask_rcnn/false_positive": 0.13474850063516058, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 235.75, "rpn/num_pos_anchors": 20.25, "time": 0.5745737924953573, "total_loss": 1.2206813393277116} {"data_time": 0.012396988498949213, "eta_seconds": 120654.14626286329, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.39480874316939896, "fast_rcnn/fg_cls_accuracy": 0.5636602098466506, "iteration": 56179, "loss_box_reg": 0.22454607218969613, "loss_cls": 0.22756726224906743, "loss_mask": 0.25682984851300716, "loss_rpn_cls": 0.05504870828008279, "loss_rpn_loc": 0.08455347659764811, "loss_sem_seg": 0.3524526748806238, "lr": 0.02, "mask_rcnn/accuracy": 0.8777042467472426, "mask_rcnn/false_negative": 0.11636426061632421, "mask_rcnn/false_positive": 0.12490079264164257, "roi_head/num_bg_samples": 458.5, "roi_head/num_fg_samples": 53.5, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.565839524500916, "total_loss": 1.2040845405426808} {"data_time": 0.012913209502585232, "eta_seconds": 120635.85051999283, "fast_rcnn/cls_accuracy": 0.9619140625, "fast_rcnn/false_negative": 0.3227956463250581, "fast_rcnn/fg_cls_accuracy": 0.6681547619047619, "iteration": 56199, "loss_box_reg": 0.22784967976622283, "loss_cls": 0.22105048270896077, "loss_mask": 0.26123671792447567, "loss_rpn_cls": 0.048179989724303596, "loss_rpn_loc": 0.08524013636633754, "loss_sem_seg": 0.3282384411431849, "lr": 0.02, "mask_rcnn/accuracy": 0.8913845949514169, "mask_rcnn/false_negative": 0.09162847527578097, "mask_rcnn/false_positive": 0.11601018683884753, "roi_head/num_bg_samples": 471.25, "roi_head/num_fg_samples": 40.75, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5705593845013937, "total_loss": 1.164320706622675} {"data_time": 0.01194110199867282, "eta_seconds": 120583.93827968749, "fast_rcnn/cls_accuracy": 0.9638671875, "fast_rcnn/false_negative": 0.2845238095238095, "fast_rcnn/fg_cls_accuracy": 0.6967213114754098, "iteration": 56219, "loss_box_reg": 0.2064164448529482, "loss_cls": 0.19969004718586802, "loss_mask": 0.2621618192642927, "loss_rpn_cls": 0.04605408542556688, "loss_rpn_loc": 0.07226318216999061, "loss_sem_seg": 0.3263402411248535, "lr": 0.02, "mask_rcnn/accuracy": 0.8900968274214447, "mask_rcnn/false_negative": 0.0896537830642801, "mask_rcnn/false_positive": 0.1270757727108623, "roi_head/num_bg_samples": 467.25, "roi_head/num_fg_samples": 44.75, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.5623222530048224, "total_loss": 1.1599769564927556} {"data_time": 0.013620037996588508, "eta_seconds": 120560.39470111816, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.34611824425201554, "fast_rcnn/fg_cls_accuracy": 0.6387624715561002, "iteration": 56239, "loss_box_reg": 0.24350020324345678, "loss_cls": 0.22474169032648206, "loss_mask": 0.25421322556212544, "loss_rpn_cls": 0.04516059148591012, "loss_rpn_loc": 0.06012237403774634, "loss_sem_seg": 0.34108876157552004, "lr": 0.02, "mask_rcnn/accuracy": 0.895329225494523, "mask_rcnn/false_negative": 0.0907574475972625, "mask_rcnn/false_positive": 0.10136823397741389, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.563764419999643, "total_loss": 1.2038754962413805} {"data_time": 0.012609560995770153, "eta_seconds": 120582.81125930097, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.442911877394636, "fast_rcnn/fg_cls_accuracy": 0.5240167633784655, "iteration": 56259, "loss_box_reg": 0.26682313345372677, "loss_cls": 0.24197567580267787, "loss_mask": 0.27284100279212, "loss_rpn_cls": 0.06003576860530302, "loss_rpn_loc": 0.10307725780876353, "loss_sem_seg": 0.3339846911840141, "lr": 0.02, "mask_rcnn/accuracy": 0.8920035817357246, "mask_rcnn/false_negative": 0.10597923955031295, "mask_rcnn/false_positive": 0.10900035689283114, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5686475125003199, "total_loss": 1.2693315780488774} {"data_time": 0.013088684499962255, "eta_seconds": 120600.56602647075, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.39758471521268923, "fast_rcnn/fg_cls_accuracy": 0.5771292435973794, "iteration": 56279, "loss_box_reg": 0.2438334187027067, "loss_cls": 0.2154467194341123, "loss_mask": 0.2580151045694947, "loss_rpn_cls": 0.04799629782792181, "loss_rpn_loc": 0.098192589066457, "loss_sem_seg": 0.37490954948589206, "lr": 0.02, "mask_rcnn/accuracy": 0.8903025501273277, "mask_rcnn/false_negative": 0.09333202118875912, "mask_rcnn/false_positive": 0.127253836704167, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.5739859104978677, "total_loss": 1.2589227998105343} {"data_time": 0.012819492501876084, "eta_seconds": 120578.24556744352, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.4381443298969072, "fast_rcnn/fg_cls_accuracy": 0.5183737944795477, "iteration": 56299, "loss_box_reg": 0.2599785798229277, "loss_cls": 0.24710053484886885, "loss_mask": 0.27583983540534973, "loss_rpn_cls": 0.06316810142016038, "loss_rpn_loc": 0.08981479800422676, "loss_sem_seg": 0.35104372911155224, "lr": 0.02, "mask_rcnn/accuracy": 0.8845257717211559, "mask_rcnn/false_negative": 0.10254324319874433, "mask_rcnn/false_positive": 0.13033032893267182, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5662794739982928, "total_loss": 1.262492134614149} {"data_time": 0.012767966501996852, "eta_seconds": 120577.99443715076, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.40258352758352756, "fast_rcnn/fg_cls_accuracy": 0.5302702702702703, "iteration": 56319, "loss_box_reg": 0.22075891634449363, "loss_cls": 0.22761225810972974, "loss_mask": 0.26582356449216604, "loss_rpn_cls": 0.045470060540537816, "loss_rpn_loc": 0.07086748813162558, "loss_sem_seg": 0.35075479093939066, "lr": 0.02, "mask_rcnn/accuracy": 0.8698634859349145, "mask_rcnn/false_negative": 0.1056977236655415, "mask_rcnn/false_positive": 0.12189592478548261, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5700051519997942, "total_loss": 1.2263970806379803} {"data_time": 0.012028364999423502, "eta_seconds": 120580.33722290282, "fast_rcnn/cls_accuracy": 0.9140625, "fast_rcnn/false_negative": 0.3969331322272499, "fast_rcnn/fg_cls_accuracy": 0.5567283364958887, "iteration": 56339, "loss_box_reg": 0.26333892496768385, "loss_cls": 0.24298792332410812, "loss_mask": 0.2696184031665325, "loss_rpn_cls": 0.05645668995566666, "loss_rpn_loc": 0.08615699186339043, "loss_sem_seg": 0.3966391715221107, "lr": 0.02, "mask_rcnn/accuracy": 0.8718879377219733, "mask_rcnn/false_negative": 0.1059101576139661, "mask_rcnn/false_positive": 0.14691434769532496, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.5661962239973946, "total_loss": 1.307276530424133} {"data_time": 0.013624483999592485, "eta_seconds": 120504.9707785571, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.30522798742138363, "fast_rcnn/fg_cls_accuracy": 0.574685534591195, "iteration": 56359, "loss_box_reg": 0.23319054301828146, "loss_cls": 0.22463031765073538, "loss_mask": 0.2566388053819537, "loss_rpn_cls": 0.047569770060363226, "loss_rpn_loc": 0.07072933739982545, "loss_sem_seg": 0.37519077584147453, "lr": 0.02, "mask_rcnn/accuracy": 0.9031537869138948, "mask_rcnn/false_negative": 0.08741907615586807, "mask_rcnn/false_positive": 0.09678227341795279, "roi_head/num_bg_samples": 460.25, "roi_head/num_fg_samples": 51.75, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5488281565012585, "total_loss": 1.2249787113105413} {"data_time": 0.01215728500392288, "eta_seconds": 120493.68970696704, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.4464285714285714, "fast_rcnn/fg_cls_accuracy": 0.47366946778711483, "iteration": 56379, "loss_box_reg": 0.24604131747037172, "loss_cls": 0.2526671579107642, "loss_mask": 0.27628115471452475, "loss_rpn_cls": 0.04335053637623787, "loss_rpn_loc": 0.07153464510338381, "loss_sem_seg": 0.38788088876754045, "lr": 0.02, "mask_rcnn/accuracy": 0.8788074963385757, "mask_rcnn/false_negative": 0.10007541277159317, "mask_rcnn/false_positive": 0.11817337977747348, "roi_head/num_bg_samples": 465.25, "roi_head/num_fg_samples": 46.75, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5616125490014383, "total_loss": 1.2595094431890175} {"data_time": 0.012826372498238925, "eta_seconds": 120470.15530687796, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.3365862474021867, "fast_rcnn/fg_cls_accuracy": 0.5291705498602051, "iteration": 56399, "loss_box_reg": 0.25803896179422736, "loss_cls": 0.24840768426656723, "loss_mask": 0.2762776408344507, "loss_rpn_cls": 0.04988448056974448, "loss_rpn_loc": 0.07659510453231633, "loss_sem_seg": 0.3729366371408105, "lr": 0.02, "mask_rcnn/accuracy": 0.8878920060492075, "mask_rcnn/false_negative": 0.12649878875814635, "mask_rcnn/false_positive": 0.10719899897064428, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5739302145011607, "total_loss": 1.3383802233729511} {"data_time": 0.012801185497664846, "eta_seconds": 120427.63830655944, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.35531309297912717, "fast_rcnn/fg_cls_accuracy": 0.5747628083491461, "iteration": 56419, "loss_box_reg": 0.2235935120843351, "loss_cls": 0.22273079259321094, "loss_mask": 0.262777759693563, "loss_rpn_cls": 0.049781090230681, "loss_rpn_loc": 0.07207509243744425, "loss_sem_seg": 0.39953765645623207, "lr": 0.02, "mask_rcnn/accuracy": 0.9057031916949889, "mask_rcnn/false_negative": 0.09398076444379305, "mask_rcnn/false_positive": 0.09667702387059698, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5707336580017, "total_loss": 1.2504869909607805} {"data_time": 0.012895695501356386, "eta_seconds": 120473.74504193399, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.31048265460030167, "fast_rcnn/fg_cls_accuracy": 0.6664404223227753, "iteration": 56439, "loss_box_reg": 0.2568974425084889, "loss_cls": 0.25690054055303335, "loss_mask": 0.25951847806572914, "loss_rpn_cls": 0.04922579531557858, "loss_rpn_loc": 0.07261059724260122, "loss_sem_seg": 0.31575047224760056, "lr": 0.02, "mask_rcnn/accuracy": 0.8852607343613121, "mask_rcnn/false_negative": 0.09157199379693423, "mask_rcnn/false_positive": 0.12750681765260508, "roi_head/num_bg_samples": 459.0, "roi_head/num_fg_samples": 53.0, "rpn/num_neg_anchors": 234.25, "rpn/num_pos_anchors": 21.75, "time": 0.5708374539972283, "total_loss": 1.2306787259876728} {"data_time": 0.012507877498137532, "eta_seconds": 120485.38116992297, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.4411786183730101, "fast_rcnn/fg_cls_accuracy": 0.5316455696202531, "iteration": 56459, "loss_box_reg": 0.2512759768869728, "loss_cls": 0.23653693147934973, "loss_mask": 0.2697992715984583, "loss_rpn_cls": 0.05638294777600095, "loss_rpn_loc": 0.07086488153436221, "loss_sem_seg": 0.35234856978058815, "lr": 0.02, "mask_rcnn/accuracy": 0.8842174950896641, "mask_rcnn/false_negative": 0.09746209298748872, "mask_rcnn/false_positive": 0.13982133758138382, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5673384334986622, "total_loss": 1.2595838537381496} {"data_time": 0.01247960000182502, "eta_seconds": 120476.68270998314, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.3225766871165644, "fast_rcnn/fg_cls_accuracy": 0.6376533742331288, "iteration": 56479, "loss_box_reg": 0.25123361637815833, "loss_cls": 0.23301258403807878, "loss_mask": 0.2711252304725349, "loss_rpn_cls": 0.053161948948400095, "loss_rpn_loc": 0.08450114587321877, "loss_sem_seg": 0.3120322059839964, "lr": 0.02, "mask_rcnn/accuracy": 0.8908236999754857, "mask_rcnn/false_negative": 0.07724480442457121, "mask_rcnn/false_positive": 0.15442957322329587, "roi_head/num_bg_samples": 463.0, "roi_head/num_fg_samples": 49.0, "rpn/num_neg_anchors": 236.0, "rpn/num_pos_anchors": 20.0, "time": 0.5545998625020729, "total_loss": 1.2445193624007516} {"data_time": 0.012800313998013735, "eta_seconds": 120453.73940524041, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.34907227914705063, "fast_rcnn/fg_cls_accuracy": 0.61329338121118, "iteration": 56499, "loss_box_reg": 0.2549943793565035, "loss_cls": 0.22573059890419245, "loss_mask": 0.2665081131272018, "loss_rpn_cls": 0.05388017726363614, "loss_rpn_loc": 0.07922191196121275, "loss_sem_seg": 0.33933935360983014, "lr": 0.02, "mask_rcnn/accuracy": 0.8786417572359799, "mask_rcnn/false_negative": 0.1084073432284981, "mask_rcnn/false_positive": 0.14396473371953472, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.558984800001781, "total_loss": 1.279041275731288} {"data_time": 0.012574711501656566, "eta_seconds": 120428.61554917382, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3915528915528916, "fast_rcnn/fg_cls_accuracy": 0.5572098152743314, "iteration": 56519, "loss_box_reg": 0.22987922187894583, "loss_cls": 0.2353137331083417, "loss_mask": 0.2706510750576854, "loss_rpn_cls": 0.04492706968449056, "loss_rpn_loc": 0.06810062943259254, "loss_sem_seg": 0.35917966440320015, "lr": 0.02, "mask_rcnn/accuracy": 0.8809917711421626, "mask_rcnn/false_negative": 0.09782876696794673, "mask_rcnn/false_positive": 0.11109285598068908, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.553083823499037, "total_loss": 1.2352363150857855} {"data_time": 0.012741950999043183, "eta_seconds": 120440.24309108287, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.44009603841536615, "fast_rcnn/fg_cls_accuracy": 0.5221318257032542, "iteration": 56539, "loss_box_reg": 0.2558984234929085, "loss_cls": 0.2409386094659567, "loss_mask": 0.2599563868716359, "loss_rpn_cls": 0.048310931713785976, "loss_rpn_loc": 0.07800579321337864, "loss_sem_seg": 0.35892938217148185, "lr": 0.02, "mask_rcnn/accuracy": 0.8807865721509843, "mask_rcnn/false_negative": 0.10607967098088864, "mask_rcnn/false_positive": 0.13351003638303627, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5777795700014394, "total_loss": 1.2634516599355265} {"data_time": 0.012954660996911116, "eta_seconds": 120436.84212148121, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.3109499007936508, "fast_rcnn/fg_cls_accuracy": 0.6759094028826356, "iteration": 56559, "loss_box_reg": 0.24900218099355698, "loss_cls": 0.2225248117465526, "loss_mask": 0.2670468771830201, "loss_rpn_cls": 0.04341210046550259, "loss_rpn_loc": 0.0745920552581083, "loss_sem_seg": 0.36636063689365983, "lr": 0.02, "mask_rcnn/accuracy": 0.8835837874576353, "mask_rcnn/false_negative": 0.09553027444968551, "mask_rcnn/false_positive": 0.13579243093871696, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.571144285997434, "total_loss": 1.2729558711871505} {"data_time": 0.01219350150495302, "eta_seconds": 120425.55686306118, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.3882299270072993, "fast_rcnn/fg_cls_accuracy": 0.5701486013986015, "iteration": 56579, "loss_box_reg": 0.2487223339267075, "loss_cls": 0.24665988609194756, "loss_mask": 0.2662252625450492, "loss_rpn_cls": 0.05433219792030286, "loss_rpn_loc": 0.09621685990714468, "loss_sem_seg": 0.36917189229279757, "lr": 0.02, "mask_rcnn/accuracy": 0.8719934760460788, "mask_rcnn/false_negative": 0.10331539909837648, "mask_rcnn/false_positive": 0.1661673607328052, "roi_head/num_bg_samples": 433.0, "roi_head/num_fg_samples": 79.0, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.572271091001312, "total_loss": 1.2821742854866898} {"data_time": 0.012224235499161296, "eta_seconds": 120465.81637532204, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.3651104775481112, "fast_rcnn/fg_cls_accuracy": 0.6013556116015133, "iteration": 56599, "loss_box_reg": 0.2513551414012909, "loss_cls": 0.24554954515770078, "loss_mask": 0.27906159590929747, "loss_rpn_cls": 0.04727705696132034, "loss_rpn_loc": 0.08281430052011274, "loss_sem_seg": 0.37527489848434925, "lr": 0.02, "mask_rcnn/accuracy": 0.8990044125758412, "mask_rcnn/false_negative": 0.10310054507287109, "mask_rcnn/false_positive": 0.10846757181742112, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5732255120019545, "total_loss": 1.2940317442262312} {"data_time": 0.013549747502111131, "eta_seconds": 120491.85889288207, "fast_rcnn/cls_accuracy": 0.91015625, "fast_rcnn/false_negative": 0.2657877186682399, "fast_rcnn/fg_cls_accuracy": 0.6945028011204482, "iteration": 56619, "loss_box_reg": 0.24550002068281174, "loss_cls": 0.2282333541661501, "loss_mask": 0.2663949569687247, "loss_rpn_cls": 0.049934209149796516, "loss_rpn_loc": 0.08194017797359265, "loss_sem_seg": 0.36603395733982325, "lr": 0.02, "mask_rcnn/accuracy": 0.8758062616596258, "mask_rcnn/false_negative": 0.10068578199550837, "mask_rcnn/false_positive": 0.1308367848253168, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5608359564976126, "total_loss": 1.2551950608321931} {"data_time": 0.012657539500651183, "eta_seconds": 120480.56530452201, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.4099394987035436, "fast_rcnn/fg_cls_accuracy": 0.5324789325842696, "iteration": 56639, "loss_box_reg": 0.24487206432968378, "loss_cls": 0.24452015105634928, "loss_mask": 0.27358623780310154, "loss_rpn_cls": 0.05133398261386901, "loss_rpn_loc": 0.09113145739684114, "loss_sem_seg": 0.3480824348516762, "lr": 0.02, "mask_rcnn/accuracy": 0.8800600832438239, "mask_rcnn/false_negative": 0.09245353034595961, "mask_rcnn/false_positive": 0.16506700744237873, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5575745660025859, "total_loss": 1.2636283760366496} {"data_time": 0.013674327001353959, "eta_seconds": 120523.20421395267, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3896551724137931, "fast_rcnn/fg_cls_accuracy": 0.5558514931396288, "iteration": 56659, "loss_box_reg": 0.22400866611860693, "loss_cls": 0.22026688302867115, "loss_mask": 0.2539186580106616, "loss_rpn_cls": 0.04806132125668228, "loss_rpn_loc": 0.08334292785730213, "loss_sem_seg": 0.3418972287327051, "lr": 0.02, "mask_rcnn/accuracy": 0.8900607488758214, "mask_rcnn/false_negative": 0.11130025940073418, "mask_rcnn/false_positive": 0.13914137481723168, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5649783560002106, "total_loss": 1.1846666621568147} {"data_time": 0.014013290998263983, "eta_seconds": 120511.90556960265, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.3427864583333333, "fast_rcnn/fg_cls_accuracy": 0.5922117875647668, "iteration": 56679, "loss_box_reg": 0.22685081977397203, "loss_cls": 0.2221916913986206, "loss_mask": 0.2620637519285083, "loss_rpn_cls": 0.04021082114195451, "loss_rpn_loc": 0.08256436124793254, "loss_sem_seg": 0.3600813616067171, "lr": 0.02, "mask_rcnn/accuracy": 0.8800281343005952, "mask_rcnn/false_negative": 0.11404098461354756, "mask_rcnn/false_positive": 0.1386113395078628, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 234.25, "rpn/num_pos_anchors": 21.75, "time": 0.5640917175005598, "total_loss": 1.2300233312998898} {"data_time": 0.012943113000801532, "eta_seconds": 120515.34901005407, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.37198748043818464, "fast_rcnn/fg_cls_accuracy": 0.5728561046511628, "iteration": 56699, "loss_box_reg": 0.23324346775189042, "loss_cls": 0.22056131158024073, "loss_mask": 0.2539395336061716, "loss_rpn_cls": 0.057143294834531844, "loss_rpn_loc": 0.08355979566113092, "loss_sem_seg": 0.3954088087193668, "lr": 0.02, "mask_rcnn/accuracy": 0.8856535589041818, "mask_rcnn/false_negative": 0.10732953154750996, "mask_rcnn/false_positive": 0.12279864011088407, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5669282605012995, "total_loss": 1.2440216096583754} {"data_time": 0.014118136001343373, "eta_seconds": 120504.04898342409, "fast_rcnn/cls_accuracy": 0.91357421875, "fast_rcnn/false_negative": 0.32875079465988555, "fast_rcnn/fg_cls_accuracy": 0.5830878341516639, "iteration": 56719, "loss_box_reg": 0.2640340169891715, "loss_cls": 0.2642391629051417, "loss_mask": 0.28187334164977074, "loss_rpn_cls": 0.054294479778036475, "loss_rpn_loc": 0.08795276301680133, "loss_sem_seg": 0.3473448781296611, "lr": 0.02, "mask_rcnn/accuracy": 0.8935840962000563, "mask_rcnn/false_negative": 0.10904239634352911, "mask_rcnn/false_positive": 0.10318562743502575, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.5636748955002986, "total_loss": 1.2961086865980178} {"data_time": 0.012981689997104695, "eta_seconds": 120492.74895679411, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.4108529060509554, "fast_rcnn/fg_cls_accuracy": 0.5316840277777778, "iteration": 56739, "loss_box_reg": 0.25250832363963127, "loss_cls": 0.23753089550882578, "loss_mask": 0.27723044808954, "loss_rpn_cls": 0.051349516899790615, "loss_rpn_loc": 0.07625568332150578, "loss_sem_seg": 0.3695191761944443, "lr": 0.02, "mask_rcnn/accuracy": 0.8966337874488073, "mask_rcnn/false_negative": 0.08500811749725909, "mask_rcnn/false_positive": 0.11192689405748879, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5606147045000398, "total_loss": 1.2690226025297306} {"data_time": 0.013145400000212248, "eta_seconds": 120576.2543858584, "fast_rcnn/cls_accuracy": 0.9130859375, "fast_rcnn/false_negative": 0.3384146341463415, "fast_rcnn/fg_cls_accuracy": 0.5740852828133038, "iteration": 56759, "loss_box_reg": 0.25348559010308236, "loss_cls": 0.23825510637834668, "loss_mask": 0.2753871772438288, "loss_rpn_cls": 0.04702936780813616, "loss_rpn_loc": 0.08174874828546308, "loss_sem_seg": 0.3453523302450776, "lr": 0.02, "mask_rcnn/accuracy": 0.8678262721210046, "mask_rcnn/false_negative": 0.11330218313269241, "mask_rcnn/false_positive": 0.14820185167424033, "roi_head/num_bg_samples": 430.25, "roi_head/num_fg_samples": 81.75, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5688507545055472, "total_loss": 1.2743775522394571} {"data_time": 0.012503655998443719, "eta_seconds": 120591.23806869278, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.3086177341436809, "fast_rcnn/fg_cls_accuracy": 0.6500638773554774, "iteration": 56779, "loss_box_reg": 0.23585016932338476, "loss_cls": 0.2179519108030945, "loss_mask": 0.2694590864703059, "loss_rpn_cls": 0.0587111993227154, "loss_rpn_loc": 0.08469296831754036, "loss_sem_seg": 0.3702789102680981, "lr": 0.02, "mask_rcnn/accuracy": 0.9024636101627448, "mask_rcnn/false_negative": 0.10280553604244116, "mask_rcnn/false_positive": 0.09945837728513061, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5602832954973564, "total_loss": 1.2319225014653057} {"data_time": 0.012459245997888502, "eta_seconds": 120498.69369299174, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.37523426636841783, "fast_rcnn/fg_cls_accuracy": 0.5718071012188659, "iteration": 56799, "loss_box_reg": 0.2306358991190791, "loss_cls": 0.23533415491692722, "loss_mask": 0.2758954958990216, "loss_rpn_cls": 0.05357888060098048, "loss_rpn_loc": 0.07967218963312916, "loss_sem_seg": 0.3579731257632375, "lr": 0.02, "mask_rcnn/accuracy": 0.8803250073614352, "mask_rcnn/false_negative": 0.10518133062136692, "mask_rcnn/false_positive": 0.155526869277396, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5591729405023216, "total_loss": 1.2265197521192022} {"data_time": 0.01205132150062127, "eta_seconds": 120509.50937539164, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.3785084202085004, "fast_rcnn/fg_cls_accuracy": 0.5724846390168972, "iteration": 56819, "loss_box_reg": 0.24869161378592253, "loss_cls": 0.23587930155918002, "loss_mask": 0.26848357170820236, "loss_rpn_cls": 0.05620065293624066, "loss_rpn_loc": 0.09920717461500317, "loss_sem_seg": 0.3339410671032965, "lr": 0.02, "mask_rcnn/accuracy": 0.8900510970818998, "mask_rcnn/false_negative": 0.10122314309028944, "mask_rcnn/false_positive": 0.11456638295659968, "roi_head/num_bg_samples": 459.75, "roi_head/num_fg_samples": 52.25, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5741998815028637, "total_loss": 1.222602428344544} {"data_time": 0.013197071999456966, "eta_seconds": 120563.67817489167, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.39339622641509436, "fast_rcnn/fg_cls_accuracy": 0.5479376919701624, "iteration": 56839, "loss_box_reg": 0.24735568277537823, "loss_cls": 0.24785128748044372, "loss_mask": 0.28002644143998623, "loss_rpn_cls": 0.05218422703910619, "loss_rpn_loc": 0.07808457949431613, "loss_sem_seg": 0.39203568547964096, "lr": 0.02, "mask_rcnn/accuracy": 0.8776932451927371, "mask_rcnn/false_negative": 0.08357788639947758, "mask_rcnn/false_positive": 0.15739831626758027, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5717105889998493, "total_loss": 1.2715143254608847} {"data_time": 0.012611253503564512, "eta_seconds": 120614.637892906, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.41253071253071255, "fast_rcnn/fg_cls_accuracy": 0.5678520625889047, "iteration": 56859, "loss_box_reg": 0.24539627227932215, "loss_cls": 0.2417915784753859, "loss_mask": 0.27209043223410845, "loss_rpn_cls": 0.04386307629465591, "loss_rpn_loc": 0.07273971009999514, "loss_sem_seg": 0.3548569798003882, "lr": 0.02, "mask_rcnn/accuracy": 0.8835599459869206, "mask_rcnn/false_negative": 0.08577196371306049, "mask_rcnn/false_positive": 0.1389553428288257, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5743866430020717, "total_loss": 1.2895675467007095} {"data_time": 0.011457074502686737, "eta_seconds": 120559.51496331513, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.4243661100803958, "fast_rcnn/fg_cls_accuracy": 0.5669587400177463, "iteration": 56879, "loss_box_reg": 0.24073614086955786, "loss_cls": 0.22187599213793874, "loss_mask": 0.2701946571469307, "loss_rpn_cls": 0.041643303353339434, "loss_rpn_loc": 0.08240123887662776, "loss_sem_seg": 0.35329075693152845, "lr": 0.02, "mask_rcnn/accuracy": 0.8699289892286861, "mask_rcnn/false_negative": 0.11652597196241968, "mask_rcnn/false_positive": 0.1386291989411536, "roi_head/num_bg_samples": 429.5, "roi_head/num_fg_samples": 82.5, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.5675405849979143, "total_loss": 1.2580999194760807} {"data_time": 0.01248000749910716, "eta_seconds": 120472.6056929296, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.35949248120300753, "fast_rcnn/fg_cls_accuracy": 0.6082423038728897, "iteration": 56899, "loss_box_reg": 0.2489147197920829, "loss_cls": 0.21323853987269104, "loss_mask": 0.2697459999471903, "loss_rpn_cls": 0.048858838505111635, "loss_rpn_loc": 0.0844956049695611, "loss_sem_seg": 0.33782046381384134, "lr": 0.02, "mask_rcnn/accuracy": 0.8856980174698987, "mask_rcnn/false_negative": 0.09980813750509379, "mask_rcnn/false_positive": 0.14242058198411844, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5674088865016529, "total_loss": 1.2274169463198632} {"data_time": 0.012982629999896744, "eta_seconds": 120464.88426672202, "fast_rcnn/cls_accuracy": 0.9052734375, "fast_rcnn/false_negative": 0.3766971367119236, "fast_rcnn/fg_cls_accuracy": 0.6067223292656818, "iteration": 56919, "loss_box_reg": 0.25483554461970925, "loss_cls": 0.2424989719875157, "loss_mask": 0.2703763023018837, "loss_rpn_cls": 0.04715995510923676, "loss_rpn_loc": 0.0849652694305405, "loss_sem_seg": 0.32291416311636567, "lr": 0.02, "mask_rcnn/accuracy": 0.8783481939931376, "mask_rcnn/false_negative": 0.10746855581552481, "mask_rcnn/false_positive": 0.127166976301163, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.5664087254990591, "total_loss": 1.1984106531890575} {"data_time": 0.012938228999701096, "eta_seconds": 120419.56734219124, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.4144736842105263, "fast_rcnn/fg_cls_accuracy": 0.541380535164575, "iteration": 56939, "loss_box_reg": 0.23872980708256364, "loss_cls": 0.21042245370335877, "loss_mask": 0.26004774402827024, "loss_rpn_cls": 0.049986750789685175, "loss_rpn_loc": 0.0669941222295165, "loss_sem_seg": 0.3288320079445839, "lr": 0.02, "mask_rcnn/accuracy": 0.8867153428836292, "mask_rcnn/false_negative": 0.09431867802433, "mask_rcnn/false_positive": 0.1269965954085067, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.560065128000133, "total_loss": 1.1924148773541674} {"data_time": 0.012508772502769716, "eta_seconds": 120408.26357779116, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.37905458860759494, "fast_rcnn/fg_cls_accuracy": 0.5691855166128097, "iteration": 56959, "loss_box_reg": 0.24091773480176926, "loss_cls": 0.23319501825608313, "loss_mask": 0.2806143704801798, "loss_rpn_cls": 0.04996220750035718, "loss_rpn_loc": 0.08826265938114375, "loss_sem_seg": 0.3861804697662592, "lr": 0.02, "mask_rcnn/accuracy": 0.887094741742851, "mask_rcnn/false_negative": 0.09838511266032163, "mask_rcnn/false_positive": 0.13357166253555255, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5611145274961018, "total_loss": 1.2514680988970213} {"data_time": 0.012485418003052473, "eta_seconds": 120536.98618479694, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.36617290256672197, "fast_rcnn/fg_cls_accuracy": 0.5855867797808413, "iteration": 56979, "loss_box_reg": 0.2423541434109211, "loss_cls": 0.2271637013182044, "loss_mask": 0.26174764800816774, "loss_rpn_cls": 0.04510688176378608, "loss_rpn_loc": 0.07821558602154255, "loss_sem_seg": 0.3825020221993327, "lr": 0.02, "mask_rcnn/accuracy": 0.8756179415844666, "mask_rcnn/false_negative": 0.09494806294015302, "mask_rcnn/false_positive": 0.16760489025106518, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 204.75, "rpn/num_pos_anchors": 51.25, "time": 0.5742800484986219, "total_loss": 1.254595122358296} {"data_time": 0.01261767099640565, "eta_seconds": 120407.49685105224, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.37724775224775225, "fast_rcnn/fg_cls_accuracy": 0.55890603085554, "iteration": 56999, "loss_box_reg": 0.2189553463831544, "loss_cls": 0.22907798271626234, "loss_mask": 0.26487125642597675, "loss_rpn_cls": 0.05731855673366226, "loss_rpn_loc": 0.09069484530482441, "loss_sem_seg": 0.3668979937210679, "lr": 0.02, "mask_rcnn/accuracy": 0.8818637237503697, "mask_rcnn/false_negative": 0.09523824902302613, "mask_rcnn/false_positive": 0.13540201899996804, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 234.75, "rpn/num_pos_anchors": 21.25, "time": 0.5553429214996868, "total_loss": 1.233350471709855} {"data_time": 0.01227813099467312, "eta_seconds": 120315.49306801302, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3484293046077491, "fast_rcnn/fg_cls_accuracy": 0.6361344537815126, "iteration": 57019, "loss_box_reg": 0.23305969312787056, "loss_cls": 0.2201722094323486, "loss_mask": 0.2705854997038841, "loss_rpn_cls": 0.04795664770063013, "loss_rpn_loc": 0.08321403822628781, "loss_sem_seg": 0.3587562767788768, "lr": 0.02, "mask_rcnn/accuracy": 0.8844210512989314, "mask_rcnn/false_negative": 0.11432369153475949, "mask_rcnn/false_positive": 0.13866358310260463, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5555909475006047, "total_loss": 1.2543902211473323} {"data_time": 0.013007146000745706, "eta_seconds": 120353.29245752064, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.43772810218978103, "fast_rcnn/fg_cls_accuracy": 0.5441086331274458, "iteration": 57039, "loss_box_reg": 0.2320921909995377, "loss_cls": 0.22936710808426142, "loss_mask": 0.2687977831810713, "loss_rpn_cls": 0.051896237389883026, "loss_rpn_loc": 0.07025203942612279, "loss_sem_seg": 0.3541374756023288, "lr": 0.02, "mask_rcnn/accuracy": 0.8849222737500686, "mask_rcnn/false_negative": 0.10704347798198256, "mask_rcnn/false_positive": 0.12975649378416954, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5656944225011102, "total_loss": 1.2363898363546468} {"data_time": 0.01186418150246027, "eta_seconds": 120339.58795387416, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.336289726533629, "fast_rcnn/fg_cls_accuracy": 0.6075314313346227, "iteration": 57059, "loss_box_reg": 0.23504023463465273, "loss_cls": 0.22619425412267447, "loss_mask": 0.2720044329762459, "loss_rpn_cls": 0.057525176380295306, "loss_rpn_loc": 0.07690033846301958, "loss_sem_seg": 0.3509755274280906, "lr": 0.02, "mask_rcnn/accuracy": 0.8907262712530455, "mask_rcnn/false_negative": 0.095849805369134, "mask_rcnn/false_positive": 0.11481814383617168, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5590035560016986, "total_loss": 1.2084448431560304} {"data_time": 0.012322359001700534, "eta_seconds": 120350.72390456566, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.38991228070175443, "fast_rcnn/fg_cls_accuracy": 0.5558620689655173, "iteration": 57079, "loss_box_reg": 0.2320424143690616, "loss_cls": 0.22485816874541342, "loss_mask": 0.27033781725913286, "loss_rpn_cls": 0.055288488045334816, "loss_rpn_loc": 0.07162437908118591, "loss_sem_seg": 0.34697470953688025, "lr": 0.02, "mask_rcnn/accuracy": 0.8808505796684871, "mask_rcnn/false_negative": 0.10910572623676135, "mask_rcnn/false_positive": 0.13185084839684932, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5710368334985105, "total_loss": 1.1702375020977343} {"data_time": 0.013451164497382706, "eta_seconds": 120316.98270867406, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.32153846153846155, "fast_rcnn/fg_cls_accuracy": 0.5954281567489115, "iteration": 57099, "loss_box_reg": 0.2220029269810766, "loss_cls": 0.22214988572522998, "loss_mask": 0.27283828891813755, "loss_rpn_cls": 0.04412002916797064, "loss_rpn_loc": 0.0669009053526679, "loss_sem_seg": 0.3605683676432818, "lr": 0.02, "mask_rcnn/accuracy": 0.9035162860414303, "mask_rcnn/false_negative": 0.08911396661660305, "mask_rcnn/false_positive": 0.1061975133707376, "roi_head/num_bg_samples": 458.5, "roi_head/num_fg_samples": 53.5, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.562057053000899, "total_loss": 1.2481921103608329} {"data_time": 0.013569335002102889, "eta_seconds": 120259.00188191285, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.32080696202531644, "fast_rcnn/fg_cls_accuracy": 0.6518492879746836, "iteration": 57119, "loss_box_reg": 0.2685740296728909, "loss_cls": 0.25666389893740416, "loss_mask": 0.2657928578555584, "loss_rpn_cls": 0.052933924715034664, "loss_rpn_loc": 0.076391936163418, "loss_sem_seg": 0.3564798883162439, "lr": 0.02, "mask_rcnn/accuracy": 0.8889372713371062, "mask_rcnn/false_negative": 0.0943079507394649, "mask_rcnn/false_positive": 0.1509003736553281, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5626734774959914, "total_loss": 1.2895367248274852} {"data_time": 0.012571978000778472, "eta_seconds": 120306.52969819051, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.3903669724770642, "fast_rcnn/fg_cls_accuracy": 0.565893875526903, "iteration": 57139, "loss_box_reg": 0.23842439777217805, "loss_cls": 0.24538380140438676, "loss_mask": 0.2619579778984189, "loss_rpn_cls": 0.040778673348540906, "loss_rpn_loc": 0.07038175466004759, "loss_sem_seg": 0.35501399217173457, "lr": 0.02, "mask_rcnn/accuracy": 0.8840404741504018, "mask_rcnn/false_negative": 0.09441314660045666, "mask_rcnn/false_positive": 0.13650259537752302, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 235.5, "rpn/num_pos_anchors": 20.5, "time": 0.5616392485026154, "total_loss": 1.2204788949456997} {"data_time": 0.012481751498853555, "eta_seconds": 120283.0748408739, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.38912429378531077, "fast_rcnn/fg_cls_accuracy": 0.5644723793968384, "iteration": 57159, "loss_box_reg": 0.2633156063966453, "loss_cls": 0.25336377788335085, "loss_mask": 0.272994632832706, "loss_rpn_cls": 0.04925255462876521, "loss_rpn_loc": 0.08444838947616518, "loss_sem_seg": 0.37701460625976324, "lr": 0.02, "mask_rcnn/accuracy": 0.8687142299295605, "mask_rcnn/false_negative": 0.09644487338583264, "mask_rcnn/false_positive": 0.14282010457645444, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.5684231669984001, "total_loss": 1.298696563753765} {"data_time": 0.013528171999496408, "eta_seconds": 120225.10717025274, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.4238091737724199, "fast_rcnn/fg_cls_accuracy": 0.5153846153846153, "iteration": 57179, "loss_box_reg": 0.24611445562914014, "loss_cls": 0.23873764974996448, "loss_mask": 0.2648890716955066, "loss_rpn_cls": 0.04103869548998773, "loss_rpn_loc": 0.0809380034042988, "loss_sem_seg": 0.3328971713781357, "lr": 0.02, "mask_rcnn/accuracy": 0.8812860999663024, "mask_rcnn/false_negative": 0.1266369164831347, "mask_rcnn/false_positive": 0.1167817491001814, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5604847014983534, "total_loss": 1.226190461369697} {"data_time": 0.01198024850236834, "eta_seconds": 120165.10080617525, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.2473100011326311, "fast_rcnn/fg_cls_accuracy": 0.7038926681783825, "iteration": 57199, "loss_box_reg": 0.23585331556387246, "loss_cls": 0.24144194787368178, "loss_mask": 0.27183077670633793, "loss_rpn_cls": 0.05418407614342868, "loss_rpn_loc": 0.08291875914437696, "loss_sem_seg": 0.3460647417232394, "lr": 0.02, "mask_rcnn/accuracy": 0.866411954690133, "mask_rcnn/false_negative": 0.10948294074746873, "mask_rcnn/false_positive": 0.14508507322241077, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5641862405027496, "total_loss": 1.1744790916563943} {"data_time": 0.013078644500637893, "eta_seconds": 120271.5907925352, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3900439486139283, "fast_rcnn/fg_cls_accuracy": 0.5444947209653093, "iteration": 57219, "loss_box_reg": 0.23810095293447375, "loss_cls": 0.2308429479598999, "loss_mask": 0.27239532582461834, "loss_rpn_cls": 0.052819633041508496, "loss_rpn_loc": 0.074961687263567, "loss_sem_seg": 0.37122654914855957, "lr": 0.02, "mask_rcnn/accuracy": 0.8987524697378952, "mask_rcnn/false_negative": 0.1049670948786641, "mask_rcnn/false_positive": 0.11291227322987546, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5777131869981531, "total_loss": 1.2160565393860452} {"data_time": 0.012605586496647447, "eta_seconds": 120240.26397581975, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.34426536731634183, "fast_rcnn/fg_cls_accuracy": 0.6155396327810121, "iteration": 57239, "loss_box_reg": 0.23654430592432618, "loss_cls": 0.22341030789539218, "loss_mask": 0.25214723497629166, "loss_rpn_cls": 0.04131562166730873, "loss_rpn_loc": 0.06512586722965352, "loss_sem_seg": 0.3638562122359872, "lr": 0.02, "mask_rcnn/accuracy": 0.8828559154127906, "mask_rcnn/false_negative": 0.12305028226599646, "mask_rcnn/false_positive": 0.11023239186827904, "roi_head/num_bg_samples": 462.75, "roi_head/num_fg_samples": 49.25, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5606971265005996, "total_loss": 1.203278264903929} {"data_time": 0.014081853496463737, "eta_seconds": 120239.26587616389, "fast_rcnn/cls_accuracy": 0.91259765625, "fast_rcnn/false_negative": 0.4413674560733384, "fast_rcnn/fg_cls_accuracy": 0.47567620798319327, "iteration": 57259, "loss_box_reg": 0.24977976409718394, "loss_cls": 0.22612608456984162, "loss_mask": 0.2707216115668416, "loss_rpn_cls": 0.05395447267801501, "loss_rpn_loc": 0.08588068373501301, "loss_sem_seg": 0.36478625470772386, "lr": 0.02, "mask_rcnn/accuracy": 0.8828282470395565, "mask_rcnn/false_negative": 0.09947553511516247, "mask_rcnn/false_positive": 0.13193378451562096, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5755360270013625, "total_loss": 1.2959329216682818} {"data_time": 0.013315924999915296, "eta_seconds": 120211.60923845414, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.3408875892319601, "fast_rcnn/fg_cls_accuracy": 0.5748344370860927, "iteration": 57279, "loss_box_reg": 0.2238636880647391, "loss_cls": 0.20857038791291416, "loss_mask": 0.2579451436176896, "loss_rpn_cls": 0.04756024671951309, "loss_rpn_loc": 0.08441023004706949, "loss_sem_seg": 0.3690207777544856, "lr": 0.02, "mask_rcnn/accuracy": 0.8849638760613734, "mask_rcnn/false_negative": 0.09753189903555512, "mask_rcnn/false_positive": 0.126525468528295, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5650101174978772, "total_loss": 1.149690854101209} {"data_time": 0.012002388499240624, "eta_seconds": 120156.03664929976, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.3746376811594203, "fast_rcnn/fg_cls_accuracy": 0.5431872646353988, "iteration": 57299, "loss_box_reg": 0.2336973820347339, "loss_cls": 0.24231003131717443, "loss_mask": 0.2633515354245901, "loss_rpn_cls": 0.05027314752805978, "loss_rpn_loc": 0.07132081093732268, "loss_sem_seg": 0.3576056486926973, "lr": 0.02, "mask_rcnn/accuracy": 0.8803895748406821, "mask_rcnn/false_negative": 0.10292564726676423, "mask_rcnn/false_positive": 0.14443060330869814, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5615585470004589, "total_loss": 1.2405859578284435} {"data_time": 0.013518897001631558, "eta_seconds": 120063.13527774153, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.34015752765752766, "fast_rcnn/fg_cls_accuracy": 0.619761742461129, "iteration": 57319, "loss_box_reg": 0.22824251232668757, "loss_cls": 0.21322456002235413, "loss_mask": 0.2688282411545515, "loss_rpn_cls": 0.0436138711811509, "loss_rpn_loc": 0.08801038228557445, "loss_sem_seg": 0.31980186118744314, "lr": 0.02, "mask_rcnn/accuracy": 0.8915344712842934, "mask_rcnn/false_negative": 0.0931933874224215, "mask_rcnn/false_positive": 0.11636204430994757, "roi_head/num_bg_samples": 462.25, "roi_head/num_fg_samples": 49.75, "rpn/num_neg_anchors": 239.75, "rpn/num_pos_anchors": 16.25, "time": 0.5630789709975943, "total_loss": 1.1827225265151355} {"data_time": 0.012963066503289156, "eta_seconds": 120022.05177272533, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.3458884416331225, "fast_rcnn/fg_cls_accuracy": 0.6188554658840792, "iteration": 57339, "loss_box_reg": 0.22524056816473603, "loss_cls": 0.2126780548132956, "loss_mask": 0.2654519686475396, "loss_rpn_cls": 0.04483235877705738, "loss_rpn_loc": 0.06707715429365635, "loss_sem_seg": 0.36058110441081226, "lr": 0.02, "mask_rcnn/accuracy": 0.8953855615048217, "mask_rcnn/false_negative": 0.09305300194790342, "mask_rcnn/false_positive": 0.1360372785350704, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5592960204994597, "total_loss": 1.1912797826807946} {"data_time": 0.01225399399845628, "eta_seconds": 120075.79506634816, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.3643939393939394, "fast_rcnn/fg_cls_accuracy": 0.6137310606060606, "iteration": 57359, "loss_box_reg": 0.21431366400793195, "loss_cls": 0.20619753026403487, "loss_mask": 0.2512205773964524, "loss_rpn_cls": 0.04242737975437194, "loss_rpn_loc": 0.07148871620302089, "loss_sem_seg": 0.3736706101335585, "lr": 0.02, "mask_rcnn/accuracy": 0.9029577615189595, "mask_rcnn/false_negative": 0.08155058012582281, "mask_rcnn/false_positive": 0.11284520283552038, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5669606790033868, "total_loss": 1.206312738082488} {"data_time": 0.01254388549932628, "eta_seconds": 120081.16962571387, "fast_rcnn/cls_accuracy": 0.9072265625, "fast_rcnn/false_negative": 0.4365079365079365, "fast_rcnn/fg_cls_accuracy": 0.48960975609756097, "iteration": 57379, "loss_box_reg": 0.23868321999907494, "loss_cls": 0.22078726743347943, "loss_mask": 0.2610719548538327, "loss_rpn_cls": 0.04334591992665082, "loss_rpn_loc": 0.06600087923288811, "loss_sem_seg": 0.3755237190052867, "lr": 0.02, "mask_rcnn/accuracy": 0.8575598937729824, "mask_rcnn/false_negative": 0.10410817677483314, "mask_rcnn/false_positive": 0.16271182143121599, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5670617510004377, "total_loss": 1.2135114443590282} {"data_time": 0.012008881003566785, "eta_seconds": 120043.87096583685, "fast_rcnn/cls_accuracy": 0.9111328125, "fast_rcnn/false_negative": 0.46541338773924024, "fast_rcnn/fg_cls_accuracy": 0.5267769947475387, "iteration": 57399, "loss_box_reg": 0.24348395271226764, "loss_cls": 0.23375880159437656, "loss_mask": 0.2809880319982767, "loss_rpn_cls": 0.04601041047135368, "loss_rpn_loc": 0.07606418617069721, "loss_sem_seg": 0.3863618359901011, "lr": 0.02, "mask_rcnn/accuracy": 0.8861160789357967, "mask_rcnn/false_negative": 0.09055853855065005, "mask_rcnn/false_positive": 0.1394110081114368, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.558078240002942, "total_loss": 1.248158951930236} {"data_time": 0.012301898499572417, "eta_seconds": 119966.05309378839, "fast_rcnn/cls_accuracy": 0.91357421875, "fast_rcnn/false_negative": 0.4054605518849592, "fast_rcnn/fg_cls_accuracy": 0.5367933567550304, "iteration": 57419, "loss_box_reg": 0.2641679607331753, "loss_cls": 0.26020650775171816, "loss_mask": 0.2713076872751117, "loss_rpn_cls": 0.04570212203543633, "loss_rpn_loc": 0.09025109038338996, "loss_sem_seg": 0.36528446013107896, "lr": 0.02, "mask_rcnn/accuracy": 0.8709927200831387, "mask_rcnn/false_negative": 0.12201080168852674, "mask_rcnn/false_positive": 0.13478647182240436, "roi_head/num_bg_samples": 426.0, "roi_head/num_fg_samples": 86.0, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.5608422014956886, "total_loss": 1.253994663071353} {"data_time": 0.013120063998940168, "eta_seconds": 119943.15692298472, "fast_rcnn/cls_accuracy": 0.9111328125, "fast_rcnn/false_negative": 0.39208029197080296, "fast_rcnn/fg_cls_accuracy": 0.5805860805860805, "iteration": 57439, "loss_box_reg": 0.244615210685879, "loss_cls": 0.24098385171964765, "loss_mask": 0.2711712084710598, "loss_rpn_cls": 0.05102170439204201, "loss_rpn_loc": 0.08708741189911962, "loss_sem_seg": 0.3828949062153697, "lr": 0.02, "mask_rcnn/accuracy": 0.8848969484557216, "mask_rcnn/false_negative": 0.11161831523398058, "mask_rcnn/false_positive": 0.14252586380788226, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5604361104960844, "total_loss": 1.304563669313211} {"data_time": 0.012255264504346997, "eta_seconds": 119943.47985288844, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.342923559956527, "fast_rcnn/fg_cls_accuracy": 0.6130952380952381, "iteration": 57459, "loss_box_reg": 0.2680920655839145, "loss_cls": 0.2553371477406472, "loss_mask": 0.27366641256958246, "loss_rpn_cls": 0.0520992002057028, "loss_rpn_loc": 0.08275964594213292, "loss_sem_seg": 0.3741185637190938, "lr": 0.02, "mask_rcnn/accuracy": 0.8735313345768414, "mask_rcnn/false_negative": 0.10913978340224105, "mask_rcnn/false_positive": 0.12968622770925378, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.5717510630020115, "total_loss": 1.320821424771566} {"data_time": 0.011745611001970246, "eta_seconds": 120003.62132906434, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.330078125, "fast_rcnn/fg_cls_accuracy": 0.6477315512048193, "iteration": 57479, "loss_box_reg": 0.2551494175568223, "loss_cls": 0.2568964599631727, "loss_mask": 0.2668474381789565, "loss_rpn_cls": 0.04303448079735972, "loss_rpn_loc": 0.07438867655582726, "loss_sem_seg": 0.3669103542342782, "lr": 0.02, "mask_rcnn/accuracy": 0.8822887148489968, "mask_rcnn/false_negative": 0.08750665283142417, "mask_rcnn/false_positive": 0.15444033704488175, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.572575317502924, "total_loss": 1.2897968934848905} {"data_time": 0.012940273001731839, "eta_seconds": 119992.32798663426, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.3856209150326797, "fast_rcnn/fg_cls_accuracy": 0.5869747899159664, "iteration": 57499, "loss_box_reg": 0.22250163229182363, "loss_cls": 0.2121522380039096, "loss_mask": 0.27311289496719837, "loss_rpn_cls": 0.05176657155971043, "loss_rpn_loc": 0.08202314330264926, "loss_sem_seg": 0.3594049150124192, "lr": 0.02, "mask_rcnn/accuracy": 0.891881526858235, "mask_rcnn/false_negative": 0.08121457808115959, "mask_rcnn/false_positive": 0.15369451857454758, "roi_head/num_bg_samples": 460.25, "roi_head/num_fg_samples": 51.75, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5584184270010155, "total_loss": 1.1936039252323098} {"data_time": 0.013092944995150901, "eta_seconds": 120113.54565663275, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.39003099173553724, "fast_rcnn/fg_cls_accuracy": 0.4851553509781358, "iteration": 57519, "loss_box_reg": 0.23349834000691772, "loss_cls": 0.23422757349908352, "loss_mask": 0.2697066916152835, "loss_rpn_cls": 0.0472330909979064, "loss_rpn_loc": 0.08696420255000703, "loss_sem_seg": 0.33615444600582123, "lr": 0.02, "mask_rcnn/accuracy": 0.9000894628684808, "mask_rcnn/false_negative": 0.09109605660722869, "mask_rcnn/false_positive": 0.1105807945861112, "roi_head/num_bg_samples": 464.75, "roi_head/num_fg_samples": 47.25, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5847764040008769, "total_loss": 1.2433454697893467} {"data_time": 0.013720965496759163, "eta_seconds": 120050.65749884336, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.42205027004570006, "fast_rcnn/fg_cls_accuracy": 0.5415552584670231, "iteration": 57539, "loss_box_reg": 0.2555539524182677, "loss_cls": 0.2500816273968667, "loss_mask": 0.262841593939811, "loss_rpn_cls": 0.04836353816790506, "loss_rpn_loc": 0.08296193642308936, "loss_sem_seg": 0.33192075975239277, "lr": 0.02, "mask_rcnn/accuracy": 0.8874601484992763, "mask_rcnn/false_negative": 0.10609092932124195, "mask_rcnn/false_positive": 0.1121494388920347, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5625432255037595, "total_loss": 1.226077810046263} {"data_time": 0.012468478500522906, "eta_seconds": 120018.8243290315, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.3042952208106473, "fast_rcnn/fg_cls_accuracy": 0.6492128935532233, "iteration": 57559, "loss_box_reg": 0.2237051073461771, "loss_cls": 0.23022853513248265, "loss_mask": 0.264851457439363, "loss_rpn_cls": 0.05000920925522223, "loss_rpn_loc": 0.0703964878921397, "loss_sem_seg": 0.3465737155638635, "lr": 0.02, "mask_rcnn/accuracy": 0.901121070349322, "mask_rcnn/false_negative": 0.10751712141601834, "mask_rcnn/false_positive": 0.10944868031512855, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5813118024998403, "total_loss": 1.2097620668937452} {"data_time": 0.011968116501520853, "eta_seconds": 119947.15461691398, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.3812071917808219, "fast_rcnn/fg_cls_accuracy": 0.59375, "iteration": 57579, "loss_box_reg": 0.23636898724362254, "loss_cls": 0.2360815261490643, "loss_mask": 0.2757684998214245, "loss_rpn_cls": 0.048581968163489364, "loss_rpn_loc": 0.0858459779410623, "loss_sem_seg": 0.3315519578754902, "lr": 0.02, "mask_rcnn/accuracy": 0.8604036966590148, "mask_rcnn/false_negative": 0.09804631446966575, "mask_rcnn/false_positive": 0.15960817076957465, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.565456157502922, "total_loss": 1.223419010741054} {"data_time": 0.01311961349711055, "eta_seconds": 119935.8612744839, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.42964180085441994, "fast_rcnn/fg_cls_accuracy": 0.5041899441340782, "iteration": 57599, "loss_box_reg": 0.26690072752535343, "loss_cls": 0.23661843920126557, "loss_mask": 0.2593802846968174, "loss_rpn_cls": 0.05499427125323564, "loss_rpn_loc": 0.08063921316352207, "loss_sem_seg": 0.3527164161205292, "lr": 0.02, "mask_rcnn/accuracy": 0.8776779836358506, "mask_rcnn/false_negative": 0.08330874328745065, "mask_rcnn/false_positive": 0.12745905614413097, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.5678629255016858, "total_loss": 1.2720755691843806} {"data_time": 0.012519679996330524, "eta_seconds": 119942.2596938035, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.33070417757099935, "fast_rcnn/fg_cls_accuracy": 0.5880434782608696, "iteration": 57619, "loss_box_reg": 0.2590123414993286, "loss_cls": 0.24714878993108869, "loss_mask": 0.2756933867931366, "loss_rpn_cls": 0.05598085431847721, "loss_rpn_loc": 0.10333010193426162, "loss_sem_seg": 0.3192059248685837, "lr": 0.02, "mask_rcnn/accuracy": 0.88390619405657, "mask_rcnn/false_negative": 0.08917618011823428, "mask_rcnn/false_positive": 0.1276034219274018, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5658436714984418, "total_loss": 1.2833458612149116} {"data_time": 0.01274843150167726, "eta_seconds": 119973.62822307115, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.3408239700374532, "fast_rcnn/fg_cls_accuracy": 0.6498426966292135, "iteration": 57639, "loss_box_reg": 0.253703142516315, "loss_cls": 0.23901144042611122, "loss_mask": 0.26048952806741, "loss_rpn_cls": 0.05035913232131861, "loss_rpn_loc": 0.08235821797279641, "loss_sem_seg": 0.3439109791070223, "lr": 0.02, "mask_rcnn/accuracy": 0.8822793894689659, "mask_rcnn/false_negative": 0.09461190457329635, "mask_rcnn/false_positive": 0.11685120883882213, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5757027830004517, "total_loss": 1.252492200495908} {"data_time": 0.012382911998429336, "eta_seconds": 119982.85174202276, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.38393070133587787, "fast_rcnn/fg_cls_accuracy": 0.5686515748031495, "iteration": 57659, "loss_box_reg": 0.25978849502280354, "loss_cls": 0.2388335047289729, "loss_mask": 0.2748204069212079, "loss_rpn_cls": 0.05064634949667379, "loss_rpn_loc": 0.08343983860686421, "loss_sem_seg": 0.3375232578255236, "lr": 0.02, "mask_rcnn/accuracy": 0.894658851255388, "mask_rcnn/false_negative": 0.09407731778689946, "mask_rcnn/false_positive": 0.11951590028161801, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.5669516630005091, "total_loss": 1.266739816754125} {"data_time": 0.013256087000627303, "eta_seconds": 119971.55078255266, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.2893687707641196, "fast_rcnn/fg_cls_accuracy": 0.6751700680272109, "iteration": 57679, "loss_box_reg": 0.2426258628256619, "loss_cls": 0.23662434564903378, "loss_mask": 0.2658166317269206, "loss_rpn_cls": 0.04616438545053825, "loss_rpn_loc": 0.07892785931471735, "loss_sem_seg": 0.35255739092826843, "lr": 0.02, "mask_rcnn/accuracy": 0.8879651406596407, "mask_rcnn/false_negative": 0.10687125363363736, "mask_rcnn/false_positive": 0.13336349161429512, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5629426865016285, "total_loss": 1.2567009303893428} {"data_time": 0.012620502497156849, "eta_seconds": 119922.83410671251, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.32345779220779225, "fast_rcnn/fg_cls_accuracy": 0.6431794799850356, "iteration": 57699, "loss_box_reg": 0.24512512143701315, "loss_cls": 0.2223991071805358, "loss_mask": 0.2729176441207528, "loss_rpn_cls": 0.0402721024438506, "loss_rpn_loc": 0.06860691303154454, "loss_sem_seg": 0.3799420117866248, "lr": 0.02, "mask_rcnn/accuracy": 0.8878597592883307, "mask_rcnn/false_negative": 0.09960355553028453, "mask_rcnn/false_positive": 0.11883599120336186, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5507198375016742, "total_loss": 1.2445010007941164} {"data_time": 0.012635974999284372, "eta_seconds": 119948.94886361246, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.3779996336325334, "fast_rcnn/fg_cls_accuracy": 0.6130051930458342, "iteration": 57719, "loss_box_reg": 0.2512592407874763, "loss_cls": 0.2382565508596599, "loss_mask": 0.2781483121216297, "loss_rpn_cls": 0.04720397776691243, "loss_rpn_loc": 0.07492057560011744, "loss_sem_seg": 0.3873235611245036, "lr": 0.02, "mask_rcnn/accuracy": 0.8824491691783269, "mask_rcnn/false_negative": 0.10339784015147349, "mask_rcnn/false_positive": 0.11738364184315471, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.567686890000914, "total_loss": 1.268326356075704} {"data_time": 0.012466466501791729, "eta_seconds": 119964.30183623296, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.45361365369946605, "fast_rcnn/fg_cls_accuracy": 0.5135696383816685, "iteration": 57739, "loss_box_reg": 0.26688063400797546, "loss_cls": 0.25045633129775524, "loss_mask": 0.2759469784796238, "loss_rpn_cls": 0.052203828119672835, "loss_rpn_loc": 0.09113471336604562, "loss_sem_seg": 0.36342773772776127, "lr": 0.02, "mask_rcnn/accuracy": 0.8816657114843989, "mask_rcnn/false_negative": 0.0998210524725076, "mask_rcnn/false_positive": 0.1332906933489825, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5674374699956388, "total_loss": 1.269245183095336} {"data_time": 0.01247246200000518, "eta_seconds": 119845.51453504333, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.4163687973086627, "fast_rcnn/fg_cls_accuracy": 0.5552168021680217, "iteration": 57759, "loss_box_reg": 0.2362584713846445, "loss_cls": 0.2304894346743822, "loss_mask": 0.2623643074184656, "loss_rpn_cls": 0.05417214921908453, "loss_rpn_loc": 0.08565778809133917, "loss_sem_seg": 0.3361729052849114, "lr": 0.02, "mask_rcnn/accuracy": 0.893003600857777, "mask_rcnn/false_negative": 0.07225144505795794, "mask_rcnn/false_positive": 0.1240063642047106, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5620747895009117, "total_loss": 1.2494130428822245} {"data_time": 0.012972388001799118, "eta_seconds": 119834.22119261326, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.3448665425201738, "fast_rcnn/fg_cls_accuracy": 0.6295959464726517, "iteration": 57779, "loss_box_reg": 0.2519924617372453, "loss_cls": 0.220558820059523, "loss_mask": 0.27015829738229513, "loss_rpn_cls": 0.042757017974508926, "loss_rpn_loc": 0.07241338602034375, "loss_sem_seg": 0.3743906682357192, "lr": 0.02, "mask_rcnn/accuracy": 0.883156451273923, "mask_rcnn/false_negative": 0.10803121747651474, "mask_rcnn/false_positive": 0.12737413822436042, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5639930980032659, "total_loss": 1.221404756710399} {"data_time": 0.01296936400103732, "eta_seconds": 119855.59014582285, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.30094672657252886, "fast_rcnn/fg_cls_accuracy": 0.6174999999999999, "iteration": 57799, "loss_box_reg": 0.2642648844048381, "loss_cls": 0.26451965933665633, "loss_mask": 0.27220066264271736, "loss_rpn_cls": 0.0572081259888364, "loss_rpn_loc": 0.08074227278120816, "loss_sem_seg": 0.35164433997124434, "lr": 0.02, "mask_rcnn/accuracy": 0.8884674917264203, "mask_rcnn/false_negative": 0.0861843609958228, "mask_rcnn/false_positive": 0.13219112713651343, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5645128114992986, "total_loss": 1.3090223461622372} {"data_time": 0.01198806349930237, "eta_seconds": 119792.79919945638, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.35857142857142854, "fast_rcnn/fg_cls_accuracy": 0.623739837398374, "iteration": 57819, "loss_box_reg": 0.25451502157375216, "loss_cls": 0.23787698382511735, "loss_mask": 0.27501607732847333, "loss_rpn_cls": 0.048751822716440074, "loss_rpn_loc": 0.0819019969785586, "loss_sem_seg": 0.3595226416364312, "lr": 0.02, "mask_rcnn/accuracy": 0.8968617790004245, "mask_rcnn/false_negative": 0.08801587382820378, "mask_rcnn/false_positive": 0.12588736170402975, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.5543857955017302, "total_loss": 1.2475236624013633} {"data_time": 0.012792932000593282, "eta_seconds": 119738.43258416944, "fast_rcnn/cls_accuracy": 0.91015625, "fast_rcnn/false_negative": 0.3765432098765432, "fast_rcnn/fg_cls_accuracy": 0.5542136339237789, "iteration": 57839, "loss_box_reg": 0.2571091006975621, "loss_cls": 0.2673178827390075, "loss_mask": 0.25687066838145256, "loss_rpn_cls": 0.050553279113955796, "loss_rpn_loc": 0.08188390205032192, "loss_sem_seg": 0.3603571632411331, "lr": 0.02, "mask_rcnn/accuracy": 0.8924171815965649, "mask_rcnn/false_negative": 0.09719476637963653, "mask_rcnn/false_positive": 0.10365730520167901, "roi_head/num_bg_samples": 429.75, "roi_head/num_fg_samples": 82.25, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5542502085008891, "total_loss": 1.2806086911296006} {"data_time": 0.011707718498655595, "eta_seconds": 119695.11115076586, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3539794608472401, "fast_rcnn/fg_cls_accuracy": 0.5876003635812755, "iteration": 57859, "loss_box_reg": 0.25741718150675297, "loss_cls": 0.25160599686205387, "loss_mask": 0.2770259892567992, "loss_rpn_cls": 0.04303936954238452, "loss_rpn_loc": 0.07575583198922686, "loss_sem_seg": 0.32095179380849004, "lr": 0.02, "mask_rcnn/accuracy": 0.8795074565178005, "mask_rcnn/false_negative": 0.08958391016017711, "mask_rcnn/false_positive": 0.13957955502554859, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.561284170998988, "total_loss": 1.2123883245221805} {"data_time": 0.01292847400327446, "eta_seconds": 119653.86966427063, "fast_rcnn/cls_accuracy": 0.91015625, "fast_rcnn/false_negative": 0.4176418439716312, "fast_rcnn/fg_cls_accuracy": 0.5639817629179331, "iteration": 57879, "loss_box_reg": 0.2488649111473933, "loss_cls": 0.23745785048231483, "loss_mask": 0.27099473029375076, "loss_rpn_cls": 0.04999281739583239, "loss_rpn_loc": 0.07677805167622864, "loss_sem_seg": 0.37745487061329186, "lr": 0.02, "mask_rcnn/accuracy": 0.870555454324587, "mask_rcnn/false_negative": 0.11127877019929666, "mask_rcnn/false_positive": 0.13972098032408942, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5559621425018122, "total_loss": 1.2976962983957492} {"data_time": 0.01266464100262965, "eta_seconds": 119656.56630627767, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.38265829274544993, "fast_rcnn/fg_cls_accuracy": 0.5155845556514236, "iteration": 57899, "loss_box_reg": 0.23837947007268667, "loss_cls": 0.23289933893829584, "loss_mask": 0.26124028116464615, "loss_rpn_cls": 0.05205784062854946, "loss_rpn_loc": 0.07353111682459712, "loss_sem_seg": 0.3320836164057255, "lr": 0.02, "mask_rcnn/accuracy": 0.8952718355358307, "mask_rcnn/false_negative": 0.09024982078252354, "mask_rcnn/false_positive": 0.1211938978767425, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5768182610008807, "total_loss": 1.1779725188680459} {"data_time": 0.013017374003538862, "eta_seconds": 119631.30634057062, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.36936398925052255, "fast_rcnn/fg_cls_accuracy": 0.5899257552483359, "iteration": 57919, "loss_box_reg": 0.24464125372469425, "loss_cls": 0.21542703453451395, "loss_mask": 0.2762471791356802, "loss_rpn_cls": 0.048375634214608, "loss_rpn_loc": 0.08034357475116849, "loss_sem_seg": 0.34766402188688517, "lr": 0.02, "mask_rcnn/accuracy": 0.8762203766359988, "mask_rcnn/false_negative": 0.10032199736053862, "mask_rcnn/false_positive": 0.15139675547251275, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5639296435001597, "total_loss": 1.2151255436474457} {"data_time": 0.014068409498577239, "eta_seconds": 119649.97320528592, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.4596762892376681, "fast_rcnn/fg_cls_accuracy": 0.5, "iteration": 57939, "loss_box_reg": 0.2265555344056338, "loss_cls": 0.22686326410621405, "loss_mask": 0.2774331858381629, "loss_rpn_cls": 0.05010261171264574, "loss_rpn_loc": 0.08116698765661567, "loss_sem_seg": 0.3760672411881387, "lr": 0.02, "mask_rcnn/accuracy": 0.880612266099924, "mask_rcnn/false_negative": 0.09556927516730966, "mask_rcnn/false_positive": 0.14373501517796183, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 235.5, "rpn/num_pos_anchors": 20.5, "time": 0.5620493120004539, "total_loss": 1.2748102418408962} {"data_time": 0.012516004499047995, "eta_seconds": 119707.75354719399, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.36328897854676645, "fast_rcnn/fg_cls_accuracy": 0.5676718092566619, "iteration": 57959, "loss_box_reg": 0.2465652865357697, "loss_cls": 0.2476021801121533, "loss_mask": 0.27033921610563993, "loss_rpn_cls": 0.05097124364692718, "loss_rpn_loc": 0.075770826311782, "loss_sem_seg": 0.35520469676703215, "lr": 0.02, "mask_rcnn/accuracy": 0.8860000101230969, "mask_rcnn/false_negative": 0.08460322291608144, "mask_rcnn/false_positive": 0.1367745787192388, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5755847559994436, "total_loss": 1.2327150511555374} {"data_time": 0.013611918500828324, "eta_seconds": 119611.43438655781, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.3613064791133845, "fast_rcnn/fg_cls_accuracy": 0.5765132139812447, "iteration": 57979, "loss_box_reg": 0.24348553456366062, "loss_cls": 0.25301231630146503, "loss_mask": 0.2698321910575032, "loss_rpn_cls": 0.05299867129360791, "loss_rpn_loc": 0.07718914933502674, "loss_sem_seg": 0.3419193043373525, "lr": 0.02, "mask_rcnn/accuracy": 0.8796926709873139, "mask_rcnn/false_negative": 0.10107082876889154, "mask_rcnn/false_positive": 0.1395482216557748, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.5594676830005483, "total_loss": 1.271294513659086} {"data_time": 0.014430266004637815, "eta_seconds": 119659.4397123694, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.31175228712174524, "fast_rcnn/fg_cls_accuracy": 0.6447044334975369, "iteration": 57999, "loss_box_reg": 0.2463115081191063, "loss_cls": 0.2383183327037841, "loss_mask": 0.2615871811285615, "loss_rpn_cls": 0.04865550744580105, "loss_rpn_loc": 0.08860991633264348, "loss_sem_seg": 0.3607813115231693, "lr": 0.02, "mask_rcnn/accuracy": 0.8839679657883546, "mask_rcnn/false_negative": 0.1101011905090066, "mask_rcnn/false_positive": 0.12671153809817462, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.5638517320039682, "total_loss": 1.2411594566947315} {"data_time": 0.011832850002974737, "eta_seconds": 119692.53349525681, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.3683226495726496, "fast_rcnn/fg_cls_accuracy": 0.538266302225693, "iteration": 58019, "loss_box_reg": 0.2198403812944889, "loss_cls": 0.2237097800243646, "loss_mask": 0.2663027732633054, "loss_rpn_cls": 0.05240796384168789, "loss_rpn_loc": 0.08594250163878314, "loss_sem_seg": 0.3492969935759902, "lr": 0.02, "mask_rcnn/accuracy": 0.8939751088052481, "mask_rcnn/false_negative": 0.09613712208557601, "mask_rcnn/false_positive": 0.13364084721211156, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5662912549960311, "total_loss": 1.265193145693047} {"data_time": 0.01206847099820152, "eta_seconds": 119670.78141378515, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.43461160275319566, "fast_rcnn/fg_cls_accuracy": 0.46916508538899426, "iteration": 58039, "loss_box_reg": 0.24579968303442, "loss_cls": 0.2320051435381174, "loss_mask": 0.27476936392486095, "loss_rpn_cls": 0.04255645559169352, "loss_rpn_loc": 0.06508033466525376, "loss_sem_seg": 0.33821428241208196, "lr": 0.02, "mask_rcnn/accuracy": 0.8738251155199831, "mask_rcnn/false_negative": 0.12143810042433165, "mask_rcnn/false_positive": 0.12839793682451214, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5619633520000207, "total_loss": 1.1714696096314583} {"data_time": 0.011990159000561107, "eta_seconds": 119674.5577969829, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.4074277914758718, "fast_rcnn/fg_cls_accuracy": 0.5688842902430433, "iteration": 58059, "loss_box_reg": 0.24494318384677172, "loss_cls": 0.2331576282158494, "loss_mask": 0.26995563693344593, "loss_rpn_cls": 0.05284157724236138, "loss_rpn_loc": 0.08812431921251118, "loss_sem_seg": 0.38724710885435343, "lr": 0.02, "mask_rcnn/accuracy": 0.8795544259370415, "mask_rcnn/false_negative": 0.09929047668242516, "mask_rcnn/false_positive": 0.11802199558761112, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5669448925000324, "total_loss": 1.2599206094746478} {"data_time": 0.01221115050429944, "eta_seconds": 119680.82681300666, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.3439982936063563, "fast_rcnn/fg_cls_accuracy": 0.5871327254305978, "iteration": 58079, "loss_box_reg": 0.2502486798912287, "loss_cls": 0.23769217380322516, "loss_mask": 0.2667142292484641, "loss_rpn_cls": 0.06088541017379612, "loss_rpn_loc": 0.08025407990498934, "loss_sem_seg": 0.3775371052324772, "lr": 0.02, "mask_rcnn/accuracy": 0.8841694404343666, "mask_rcnn/false_negative": 0.09869382262637917, "mask_rcnn/false_positive": 0.13613742480446359, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5699955300005968, "total_loss": 1.317283860684256} {"data_time": 0.013427155998215312, "eta_seconds": 119686.1438329226, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3828557063851181, "fast_rcnn/fg_cls_accuracy": 0.6047433067300616, "iteration": 58099, "loss_box_reg": 0.23671761970035732, "loss_cls": 0.24423338938504457, "loss_mask": 0.2689374843612313, "loss_rpn_cls": 0.04791667411336675, "loss_rpn_loc": 0.08767645212356001, "loss_sem_seg": 0.38635228946805, "lr": 0.02, "mask_rcnn/accuracy": 0.8640576949958065, "mask_rcnn/false_negative": 0.10271951873391741, "mask_rcnn/false_positive": 0.14773645345303726, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5643643119983608, "total_loss": 1.2679576187510975} {"data_time": 0.01259067600039998, "eta_seconds": 119636.06969260692, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.4252133712660029, "fast_rcnn/fg_cls_accuracy": 0.5319440219044722, "iteration": 58119, "loss_box_reg": 0.24339884845539927, "loss_cls": 0.23017146158963442, "loss_mask": 0.27363484166562557, "loss_rpn_cls": 0.041341496325912885, "loss_rpn_loc": 0.06610006937989965, "loss_sem_seg": 0.3705178848467767, "lr": 0.02, "mask_rcnn/accuracy": 0.8682132495341774, "mask_rcnn/false_negative": 0.10231837254511342, "mask_rcnn/false_positive": 0.14767075505372992, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 237.5, "rpn/num_pos_anchors": 18.5, "time": 0.5457335214996419, "total_loss": 1.2168600876175333} {"data_time": 0.013293988002260448, "eta_seconds": 119624.77693207694, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.39262295081967213, "fast_rcnn/fg_cls_accuracy": 0.5552547770700638, "iteration": 58139, "loss_box_reg": 0.25951121281832457, "loss_cls": 0.24043620144948363, "loss_mask": 0.2639337172731757, "loss_rpn_cls": 0.047954665729776025, "loss_rpn_loc": 0.08897902787430212, "loss_sem_seg": 0.36596087040379643, "lr": 0.02, "mask_rcnn/accuracy": 0.908757407331565, "mask_rcnn/false_negative": 0.09001163797836527, "mask_rcnn/false_positive": 0.1091407878695002, "roi_head/num_bg_samples": 460.0, "roi_head/num_fg_samples": 52.0, "rpn/num_neg_anchors": 239.25, "rpn/num_pos_anchors": 16.75, "time": 0.5614266609991319, "total_loss": 1.306244828767376} {"data_time": 0.013818436502333498, "eta_seconds": 119594.84354059414, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.3300142247510669, "fast_rcnn/fg_cls_accuracy": 0.6138613861386139, "iteration": 58159, "loss_box_reg": 0.2454107126686722, "loss_cls": 0.23588185710832477, "loss_mask": 0.26398556726053357, "loss_rpn_cls": 0.05021970230154693, "loss_rpn_loc": 0.07849246711703017, "loss_sem_seg": 0.3720561240334064, "lr": 0.02, "mask_rcnn/accuracy": 0.8843414198780071, "mask_rcnn/false_negative": 0.09280837338667144, "mask_rcnn/false_positive": 0.1534753374194956, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.555603421998967, "total_loss": 1.2543698311783373} {"data_time": 0.012219259504490765, "eta_seconds": 119578.61382728486, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.3880594043637522, "fast_rcnn/fg_cls_accuracy": 0.603997975708502, "iteration": 58179, "loss_box_reg": 0.22921810625120997, "loss_cls": 0.21879842411726713, "loss_mask": 0.2624681959860027, "loss_rpn_cls": 0.044389795570168644, "loss_rpn_loc": 0.07586619351059198, "loss_sem_seg": 0.32516552694141865, "lr": 0.02, "mask_rcnn/accuracy": 0.8837135342158159, "mask_rcnn/false_negative": 0.08434262564972678, "mask_rcnn/false_positive": 0.11422949300510687, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.5589452104977681, "total_loss": 1.1986511815339327} {"data_time": 0.012687758000538452, "eta_seconds": 119580.4472248249, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.40407894736842104, "fast_rcnn/fg_cls_accuracy": 0.5130645161290323, "iteration": 58199, "loss_box_reg": 0.24269842775538564, "loss_cls": 0.2402979452162981, "loss_mask": 0.260919950902462, "loss_rpn_cls": 0.043523879430722445, "loss_rpn_loc": 0.06776201431057416, "loss_sem_seg": 0.3496322731953114, "lr": 0.02, "mask_rcnn/accuracy": 0.8863527450656687, "mask_rcnn/false_negative": 0.10699331958400496, "mask_rcnn/false_positive": 0.11537230598999465, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5708588430024975, "total_loss": 1.198310011648573} {"data_time": 0.012950308500876417, "eta_seconds": 119556.03275858492, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.37768817204301075, "fast_rcnn/fg_cls_accuracy": 0.6129530067702111, "iteration": 58219, "loss_box_reg": 0.2337335366755724, "loss_cls": 0.22144080442376435, "loss_mask": 0.2661026604473591, "loss_rpn_cls": 0.05013884883373976, "loss_rpn_loc": 0.07676665898179635, "loss_sem_seg": 0.3632357642054558, "lr": 0.02, "mask_rcnn/accuracy": 0.8880088100814096, "mask_rcnn/false_negative": 0.08755321600119008, "mask_rcnn/false_positive": 0.132397204685828, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.568461536498944, "total_loss": 1.212823223671876} {"data_time": 0.013074083501123823, "eta_seconds": 119544.74222423494, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.36236338797814205, "fast_rcnn/fg_cls_accuracy": 0.5937105429292929, "iteration": 58239, "loss_box_reg": 0.24641042237635702, "loss_cls": 0.23745348490774632, "loss_mask": 0.270865673199296, "loss_rpn_cls": 0.05103907018201426, "loss_rpn_loc": 0.08265448838938028, "loss_sem_seg": 0.38600847497582436, "lr": 0.02, "mask_rcnn/accuracy": 0.8936438358777505, "mask_rcnn/false_negative": 0.10162713859372054, "mask_rcnn/false_positive": 0.12974569518105572, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5515748454999994, "total_loss": 1.2651101994561031} {"data_time": 0.012204972499603173, "eta_seconds": 119440.21196522402, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.46344274704101296, "fast_rcnn/fg_cls_accuracy": 0.48522727272727273, "iteration": 58259, "loss_box_reg": 0.23322202498093247, "loss_cls": 0.23732083197683096, "loss_mask": 0.2719791913405061, "loss_rpn_cls": 0.04638198314933106, "loss_rpn_loc": 0.0769893325632438, "loss_sem_seg": 0.3823770610615611, "lr": 0.02, "mask_rcnn/accuracy": 0.8663183350639669, "mask_rcnn/false_negative": 0.10607597006993626, "mask_rcnn/false_positive": 0.14839606679900036, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.561567857501359, "total_loss": 1.2236269997665659} {"data_time": 0.01293182049994357, "eta_seconds": 119390.63181401086, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.373299559058073, "fast_rcnn/fg_cls_accuracy": 0.5680188679245283, "iteration": 58279, "loss_box_reg": 0.26374330511316657, "loss_cls": 0.25026117998640984, "loss_mask": 0.2764361039735377, "loss_rpn_cls": 0.05515224678674713, "loss_rpn_loc": 0.07341829413780943, "loss_sem_seg": 0.3850160352885723, "lr": 0.02, "mask_rcnn/accuracy": 0.8960548435918163, "mask_rcnn/false_negative": 0.09007262498670515, "mask_rcnn/false_positive": 0.1331946616114058, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5554461819992866, "total_loss": 1.2944363233691547} {"data_time": 0.012902061997010605, "eta_seconds": 119433.06690532742, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.44974892925712595, "fast_rcnn/fg_cls_accuracy": 0.5447865898685571, "iteration": 58299, "loss_box_reg": 0.23608899163082242, "loss_cls": 0.2233723383396864, "loss_mask": 0.26380346808582544, "loss_rpn_cls": 0.04673029022524133, "loss_rpn_loc": 0.07562085037352517, "loss_sem_seg": 0.3781674965284765, "lr": 0.02, "mask_rcnn/accuracy": 0.8827510586811858, "mask_rcnn/false_negative": 0.09845938894948986, "mask_rcnn/false_positive": 0.14601989340191956, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.576774260502134, "total_loss": 1.238873355454416} {"data_time": 0.01320717399721616, "eta_seconds": 119435.56796425617, "fast_rcnn/cls_accuracy": 0.9052734375, "fast_rcnn/false_negative": 0.4087912087912088, "fast_rcnn/fg_cls_accuracy": 0.5459411054188013, "iteration": 58319, "loss_box_reg": 0.2558283475227654, "loss_cls": 0.23761355550959706, "loss_mask": 0.2741817869246006, "loss_rpn_cls": 0.04945106653030962, "loss_rpn_loc": 0.08711588685400784, "loss_sem_seg": 0.36090643610805273, "lr": 0.02, "mask_rcnn/accuracy": 0.8820186280107698, "mask_rcnn/false_negative": 0.10550386837036146, "mask_rcnn/false_positive": 0.14870262477469812, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 206.5, "rpn/num_pos_anchors": 49.5, "time": 0.561478890998842, "total_loss": 1.2711955443955958} {"data_time": 0.012007866498606745, "eta_seconds": 119501.40480948467, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.39441707717569785, "fast_rcnn/fg_cls_accuracy": 0.5552262931034483, "iteration": 58339, "loss_box_reg": 0.28736949153244495, "loss_cls": 0.266323275398463, "loss_mask": 0.27875656448304653, "loss_rpn_cls": 0.053363480139523745, "loss_rpn_loc": 0.08908816456096247, "loss_sem_seg": 0.32623650785535574, "lr": 0.02, "mask_rcnn/accuracy": 0.8702391676883166, "mask_rcnn/false_negative": 0.0863554513871711, "mask_rcnn/false_positive": 0.16438411901477673, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5780737245004275, "total_loss": 1.324456331989495} {"data_time": 0.011791601998993428, "eta_seconds": 119481.93353399429, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.297448455166576, "fast_rcnn/fg_cls_accuracy": 0.6315655277919429, "iteration": 58359, "loss_box_reg": 0.25769986351951957, "loss_cls": 0.25108507089316845, "loss_mask": 0.2722473321482539, "loss_rpn_cls": 0.050642674177652225, "loss_rpn_loc": 0.06963205151259899, "loss_sem_seg": 0.4312462033703923, "lr": 0.02, "mask_rcnn/accuracy": 0.8969532917887899, "mask_rcnn/false_negative": 0.07628343794939295, "mask_rcnn/false_positive": 0.11226078726922387, "roi_head/num_bg_samples": 457.75, "roi_head/num_fg_samples": 54.25, "rpn/num_neg_anchors": 238.75, "rpn/num_pos_anchors": 17.25, "time": 0.5639654339975095, "total_loss": 1.3535734662145842} {"data_time": 0.012575934000778943, "eta_seconds": 119465.70848378513, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3556372549019608, "fast_rcnn/fg_cls_accuracy": 0.5783008658008658, "iteration": 58379, "loss_box_reg": 0.2566150724887848, "loss_cls": 0.24733644118532538, "loss_mask": 0.2837383160367608, "loss_rpn_cls": 0.05499022058211267, "loss_rpn_loc": 0.08632744592614472, "loss_sem_seg": 0.38807423459365964, "lr": 0.02, "mask_rcnn/accuracy": 0.8786856739686141, "mask_rcnn/false_negative": 0.11506125829169443, "mask_rcnn/false_positive": 0.14153251237721481, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5672898180018819, "total_loss": 1.2996671733562835} {"data_time": 0.012124670003686333, "eta_seconds": 119459.35153267432, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.35558476969519914, "fast_rcnn/fg_cls_accuracy": 0.615234375, "iteration": 58399, "loss_box_reg": 0.21740416786633432, "loss_cls": 0.2190740543883294, "loss_mask": 0.2761283228173852, "loss_rpn_cls": 0.04569618875393644, "loss_rpn_loc": 0.06901405093958601, "loss_sem_seg": 0.3855471822898835, "lr": 0.02, "mask_rcnn/accuracy": 0.8961272497280162, "mask_rcnn/false_negative": 0.09366040796054306, "mask_rcnn/false_positive": 0.13245037901508955, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.5652705745014828, "total_loss": 1.2275862690003123} {"data_time": 0.012193317001219839, "eta_seconds": 119512.49265968785, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.36493399339933996, "fast_rcnn/fg_cls_accuracy": 0.5657507134309123, "iteration": 58419, "loss_box_reg": 0.2544982605613768, "loss_cls": 0.23653679247945547, "loss_mask": 0.2624773569405079, "loss_rpn_cls": 0.04018431330041494, "loss_rpn_loc": 0.07248994044493884, "loss_sem_seg": 0.34015660267323256, "lr": 0.02, "mask_rcnn/accuracy": 0.9030605930491009, "mask_rcnn/false_negative": 0.09294511384894721, "mask_rcnn/false_positive": 0.11320738088292451, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5768046529992716, "total_loss": 1.2475524696783395} {"data_time": 0.012438571000529919, "eta_seconds": 119494.53710864628, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.4183185235816815, "fast_rcnn/fg_cls_accuracy": 0.5245688409287985, "iteration": 58439, "loss_box_reg": 0.2355835500638932, "loss_cls": 0.23690570332109928, "loss_mask": 0.2665992649272084, "loss_rpn_cls": 0.049072648223955184, "loss_rpn_loc": 0.08064520207699388, "loss_sem_seg": 0.3709925371222198, "lr": 0.02, "mask_rcnn/accuracy": 0.8748982322005281, "mask_rcnn/false_negative": 0.11156668049788712, "mask_rcnn/false_positive": 0.14122477430114316, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5604066465020878, "total_loss": 1.252307445218321} {"data_time": 0.012542798998765647, "eta_seconds": 119439.64469156697, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.33840086294074023, "fast_rcnn/fg_cls_accuracy": 0.6373032808749, "iteration": 58459, "loss_box_reg": 0.23660494992509484, "loss_cls": 0.2104206164367497, "loss_mask": 0.2679324159398675, "loss_rpn_cls": 0.04437688080361113, "loss_rpn_loc": 0.06989334523677826, "loss_sem_seg": 0.36273919930681586, "lr": 0.02, "mask_rcnn/accuracy": 0.8695065153388877, "mask_rcnn/false_negative": 0.13707610233719386, "mask_rcnn/false_positive": 0.10758033684745699, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5668276424985379, "total_loss": 1.2478255310561508} {"data_time": 0.012773226000717841, "eta_seconds": 119418.20833262097, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.3187337782721542, "fast_rcnn/fg_cls_accuracy": 0.618941582410528, "iteration": 58479, "loss_box_reg": 0.2536429378669709, "loss_cls": 0.24228695395868272, "loss_mask": 0.27963687479496, "loss_rpn_cls": 0.05239739874377847, "loss_rpn_loc": 0.0906824913690798, "loss_sem_seg": 0.35415242332965136, "lr": 0.02, "mask_rcnn/accuracy": 0.8743343431122449, "mask_rcnn/false_negative": 0.09534582274267073, "mask_rcnn/false_positive": 0.12418291276860789, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5671472294998239, "total_loss": 1.2943747121607885} {"data_time": 0.012927599000249757, "eta_seconds": 119406.916951781, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.5604878048780488, "fast_rcnn/fg_cls_accuracy": 0.4008927848408778, "iteration": 58499, "loss_box_reg": 0.24206460663117468, "loss_cls": 0.23293979442678392, "loss_mask": 0.2621822156943381, "loss_rpn_cls": 0.053757102228701115, "loss_rpn_loc": 0.07748147158417851, "loss_sem_seg": 0.34652729984372854, "lr": 0.02, "mask_rcnn/accuracy": 0.8683446267789219, "mask_rcnn/false_negative": 0.12163380343560212, "mask_rcnn/false_positive": 0.13694788265009147, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5629051760006405, "total_loss": 1.2365725039853714} {"data_time": 0.012268793499970343, "eta_seconds": 119390.69478556191, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.33182888540031397, "fast_rcnn/fg_cls_accuracy": 0.6279761904761905, "iteration": 58519, "loss_box_reg": 0.24800023855641484, "loss_cls": 0.24336597602814436, "loss_mask": 0.2708162013441324, "loss_rpn_cls": 0.05037720035761595, "loss_rpn_loc": 0.076295145903714, "loss_sem_seg": 0.3503160667605698, "lr": 0.02, "mask_rcnn/accuracy": 0.870627934886429, "mask_rcnn/false_negative": 0.10875207574973128, "mask_rcnn/false_positive": 0.10848846303695826, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5696076050007832, "total_loss": 1.243484859005548} {"data_time": 0.013532761498936452, "eta_seconds": 119321.56463528467, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.37046477188585747, "fast_rcnn/fg_cls_accuracy": 0.5774259448416752, "iteration": 58539, "loss_box_reg": 0.2440128829330206, "loss_cls": 0.24619980854913592, "loss_mask": 0.28066894225776196, "loss_rpn_cls": 0.051259394676890224, "loss_rpn_loc": 0.08137992792762816, "loss_sem_seg": 0.3220930867828429, "lr": 0.02, "mask_rcnn/accuracy": 0.883498296402609, "mask_rcnn/false_negative": 0.08896145984198481, "mask_rcnn/false_positive": 0.13880655146973295, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5525859120025416, "total_loss": 1.2271098157798406} {"data_time": 0.012895607000245946, "eta_seconds": 119330.70502654501, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.4002998500749625, "fast_rcnn/fg_cls_accuracy": 0.48428549894482964, "iteration": 58559, "loss_box_reg": 0.23820541659370065, "loss_cls": 0.23110232409089804, "loss_mask": 0.26702424697577953, "loss_rpn_cls": 0.04433725756825879, "loss_rpn_loc": 0.07622674386948347, "loss_sem_seg": 0.32943786634132266, "lr": 0.02, "mask_rcnn/accuracy": 0.9009406713123366, "mask_rcnn/false_negative": 0.092779331281133, "mask_rcnn/false_positive": 0.11424091051221545, "roi_head/num_bg_samples": 457.75, "roi_head/num_fg_samples": 54.25, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5754789499987965, "total_loss": 1.2134178034611978} {"data_time": 0.011730792495654896, "eta_seconds": 119356.82204197202, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3358288770053476, "fast_rcnn/fg_cls_accuracy": 0.6027972027972028, "iteration": 58579, "loss_box_reg": 0.24498396087437868, "loss_cls": 0.2382540910039097, "loss_mask": 0.27085302770137787, "loss_rpn_cls": 0.051561399348429404, "loss_rpn_loc": 0.07026332849636674, "loss_sem_seg": 0.3647678871639073, "lr": 0.02, "mask_rcnn/accuracy": 0.8888570378083727, "mask_rcnn/false_negative": 0.0981802128736548, "mask_rcnn/false_positive": 0.1283447813858941, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5677997894999862, "total_loss": 1.2545515188685386} {"data_time": 0.012545262503408594, "eta_seconds": 119350.46004758112, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.38801980198019803, "fast_rcnn/fg_cls_accuracy": 0.5904545454545455, "iteration": 58599, "loss_box_reg": 0.2437144103460014, "loss_cls": 0.23926848033443093, "loss_mask": 0.272370308637619, "loss_rpn_cls": 0.05847444151004311, "loss_rpn_loc": 0.0787619246984832, "loss_sem_seg": 0.3592659239657223, "lr": 0.02, "mask_rcnn/accuracy": 0.8699358681828896, "mask_rcnn/false_negative": 0.11961436857746763, "mask_rcnn/false_positive": 0.1341170696965126, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5658484550003777, "total_loss": 1.2892213152372278} {"data_time": 0.013223438003478805, "eta_seconds": 119339.16866674114, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3842478142900211, "fast_rcnn/fg_cls_accuracy": 0.5634355604235122, "iteration": 58619, "loss_box_reg": 0.24209088133648038, "loss_cls": 0.23608087468892336, "loss_mask": 0.272017496638, "loss_rpn_cls": 0.04916161560686305, "loss_rpn_loc": 0.07505651249084622, "loss_sem_seg": 0.3493092227727175, "lr": 0.02, "mask_rcnn/accuracy": 0.871515321623441, "mask_rcnn/false_negative": 0.10664129273423681, "mask_rcnn/false_positive": 0.12950867377738387, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5606027280009585, "total_loss": 1.2549901570891961} {"data_time": 0.012475512499804609, "eta_seconds": 119322.94929838213, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.39395943562610225, "fast_rcnn/fg_cls_accuracy": 0.5620824160970146, "iteration": 58639, "loss_box_reg": 0.22829430340789258, "loss_cls": 0.23380151391029358, "loss_mask": 0.25233697006478906, "loss_rpn_cls": 0.044514187597087584, "loss_rpn_loc": 0.07590237402473576, "loss_sem_seg": 0.3576079634949565, "lr": 0.02, "mask_rcnn/accuracy": 0.8809557947266498, "mask_rcnn/false_negative": 0.09352598101104735, "mask_rcnn/false_positive": 0.15032548014348118, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.5639638960019511, "total_loss": 1.1755588945234194} {"data_time": 0.012057337000442203, "eta_seconds": 119316.58590506119, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.47187704381948986, "fast_rcnn/fg_cls_accuracy": 0.4793761752922901, "iteration": 58659, "loss_box_reg": 0.2689976613037288, "loss_cls": 0.25558183807879686, "loss_mask": 0.26465430576354265, "loss_rpn_cls": 0.046583847841247916, "loss_rpn_loc": 0.07773365796310827, "loss_sem_seg": 0.33553268061950803, "lr": 0.02, "mask_rcnn/accuracy": 0.8739524751662029, "mask_rcnn/false_negative": 0.10539822930493344, "mask_rcnn/false_positive": 0.14851944117985885, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5753380159985682, "total_loss": 1.2303826973657124} {"data_time": 0.012293519997911062, "eta_seconds": 119309.44465794411, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.33533540883458646, "fast_rcnn/fg_cls_accuracy": 0.6477864583333333, "iteration": 58679, "loss_box_reg": 0.2706246189773083, "loss_cls": 0.24108729884028435, "loss_mask": 0.2715017683804035, "loss_rpn_cls": 0.05164040776435286, "loss_rpn_loc": 0.08555338910082355, "loss_sem_seg": 0.37987025175243616, "lr": 0.02, "mask_rcnn/accuracy": 0.8815184129617359, "mask_rcnn/false_negative": 0.11663279425101238, "mask_rcnn/false_positive": 0.13377551039294705, "roi_head/num_bg_samples": 431.25, "roi_head/num_fg_samples": 80.75, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5659481229995436, "total_loss": 1.349132699193433} {"data_time": 0.012075684502633521, "eta_seconds": 119364.01181416072, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.3905051150895141, "fast_rcnn/fg_cls_accuracy": 0.5333358501963152, "iteration": 58699, "loss_box_reg": 0.26856675650924444, "loss_cls": 0.23740483447909355, "loss_mask": 0.2860974567010999, "loss_rpn_cls": 0.05237630661576986, "loss_rpn_loc": 0.09343282924965024, "loss_sem_seg": 0.3342363592237234, "lr": 0.02, "mask_rcnn/accuracy": 0.8700035595633602, "mask_rcnn/false_negative": 0.09704057137469943, "mask_rcnn/false_positive": 0.15690803070640258, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.5754219939990435, "total_loss": 1.3332251529791392} {"data_time": 0.012815784000849817, "eta_seconds": 119343.03629168739, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.3966046797341821, "fast_rcnn/fg_cls_accuracy": 0.5316106531388712, "iteration": 58719, "loss_box_reg": 0.23671517288312316, "loss_cls": 0.23397406795993447, "loss_mask": 0.2688066801056266, "loss_rpn_cls": 0.05337694037007168, "loss_rpn_loc": 0.08381044573616236, "loss_sem_seg": 0.3524538530036807, "lr": 0.02, "mask_rcnn/accuracy": 0.8934845229958013, "mask_rcnn/false_negative": 0.0882503855523559, "mask_rcnn/false_positive": 0.1296342723480344, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5642390385000908, "total_loss": 1.2149230454524513} {"data_time": 0.012698670001555001, "eta_seconds": 119341.41579960061, "fast_rcnn/cls_accuracy": 0.91259765625, "fast_rcnn/false_negative": 0.4072170922999652, "fast_rcnn/fg_cls_accuracy": 0.5438424106307318, "iteration": 58739, "loss_box_reg": 0.26828177459537983, "loss_cls": 0.23358614463359118, "loss_mask": 0.2751018963754177, "loss_rpn_cls": 0.057840080495225266, "loss_rpn_loc": 0.10138980380725116, "loss_sem_seg": 0.330068863928318, "lr": 0.02, "mask_rcnn/accuracy": 0.8716308476208308, "mask_rcnn/false_negative": 0.10424100661333663, "mask_rcnn/false_positive": 0.14113039215899298, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.5721710245015856, "total_loss": 1.2705502678218181} {"data_time": 0.01146687049913453, "eta_seconds": 119442.56750235934, "fast_rcnn/cls_accuracy": 0.9091796875, "fast_rcnn/false_negative": 0.3875083111702128, "fast_rcnn/fg_cls_accuracy": 0.586640625, "iteration": 58759, "loss_box_reg": 0.23159065283834934, "loss_cls": 0.2456216407008469, "loss_mask": 0.26395177375525236, "loss_rpn_cls": 0.04742744576651603, "loss_rpn_loc": 0.07963769958587363, "loss_sem_seg": 0.35427162144333124, "lr": 0.02, "mask_rcnn/accuracy": 0.8645617504460075, "mask_rcnn/false_negative": 0.11727581478343907, "mask_rcnn/false_positive": 0.13752501192151106, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5670025505023659, "total_loss": 1.2518813271308318} {"data_time": 0.012805821999791078, "eta_seconds": 119364.83269462382, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.49372666168782675, "fast_rcnn/fg_cls_accuracy": 0.4957627118644068, "iteration": 58779, "loss_box_reg": 0.2303057590033859, "loss_cls": 0.23031904501840472, "loss_mask": 0.27724993228912354, "loss_rpn_cls": 0.051653943955898285, "loss_rpn_loc": 0.07776737655512989, "loss_sem_seg": 0.3964791111648083, "lr": 0.02, "mask_rcnn/accuracy": 0.893833419531437, "mask_rcnn/false_negative": 0.08475246463906325, "mask_rcnn/false_positive": 0.12222671412682413, "roi_head/num_bg_samples": 462.0, "roi_head/num_fg_samples": 50.0, "rpn/num_neg_anchors": 234.25, "rpn/num_pos_anchors": 21.75, "time": 0.5537093169987202, "total_loss": 1.271449447303894} {"data_time": 0.013002051000512438, "eta_seconds": 119379.94513366946, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.367600422832981, "fast_rcnn/fg_cls_accuracy": 0.6091437632135306, "iteration": 58799, "loss_box_reg": 0.21654601278714836, "loss_cls": 0.20244050305336714, "loss_mask": 0.26133071072399616, "loss_rpn_cls": 0.04569170589093119, "loss_rpn_loc": 0.07828298991080374, "loss_sem_seg": 0.34789589093998075, "lr": 0.02, "mask_rcnn/accuracy": 0.8818301894989762, "mask_rcnn/false_negative": 0.09109719125448604, "mask_rcnn/false_positive": 0.14116260223032, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 234.75, "rpn/num_pos_anchors": 21.25, "time": 0.5675274650020583, "total_loss": 1.2342154799844138} {"data_time": 0.01318650100074592, "eta_seconds": 119408.64154077924, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.39607843137254906, "fast_rcnn/fg_cls_accuracy": 0.5455741626794258, "iteration": 58819, "loss_box_reg": 0.24957087263464928, "loss_cls": 0.22727903025224805, "loss_mask": 0.2725206455215812, "loss_rpn_cls": 0.05154363752808422, "loss_rpn_loc": 0.07679430965799838, "loss_sem_seg": 0.37195455003529787, "lr": 0.02, "mask_rcnn/accuracy": 0.8632180230260251, "mask_rcnn/false_negative": 0.09481351863123963, "mask_rcnn/false_positive": 0.13231416072699093, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.559789113500301, "total_loss": 1.27035024081124} {"data_time": 0.012450430003809743, "eta_seconds": 119420.6681841728, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.33814589665653494, "fast_rcnn/fg_cls_accuracy": 0.6091616334033614, "iteration": 58839, "loss_box_reg": 0.2297197305597365, "loss_cls": 0.2305754218250513, "loss_mask": 0.2650906229391694, "loss_rpn_cls": 0.04833601415157318, "loss_rpn_loc": 0.07952973651845241, "loss_sem_seg": 0.36096861865371466, "lr": 0.02, "mask_rcnn/accuracy": 0.8836125673673725, "mask_rcnn/false_negative": 0.10148231298007324, "mask_rcnn/false_positive": 0.12061221006248886, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5600456510001095, "total_loss": 1.216389881883515} {"data_time": 0.011044373499316862, "eta_seconds": 119428.08014199033, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.42123621025308244, "fast_rcnn/fg_cls_accuracy": 0.5383536861148801, "iteration": 58859, "loss_box_reg": 0.2544543305411935, "loss_cls": 0.23834734223783016, "loss_mask": 0.2752896398305893, "loss_rpn_cls": 0.05293557027471252, "loss_rpn_loc": 0.10252053511794657, "loss_sem_seg": 0.36602461733855307, "lr": 0.02, "mask_rcnn/accuracy": 0.885668795490224, "mask_rcnn/false_negative": 0.09914759511674576, "mask_rcnn/false_positive": 0.137431802789651, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.5746674679976422, "total_loss": 1.3072658653836697} {"data_time": 0.01244491949910298, "eta_seconds": 119423.43628912566, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.3547400611620795, "fast_rcnn/fg_cls_accuracy": 0.6057825966082847, "iteration": 58879, "loss_box_reg": 0.2487919731065631, "loss_cls": 0.2239118057768792, "loss_mask": 0.2627889784052968, "loss_rpn_cls": 0.055296322563663125, "loss_rpn_loc": 0.07422276632860303, "loss_sem_seg": 0.37472631223499775, "lr": 0.02, "mask_rcnn/accuracy": 0.884844557610367, "mask_rcnn/false_negative": 0.09671071460392358, "mask_rcnn/false_positive": 0.14565743551601795, "roi_head/num_bg_samples": 461.25, "roi_head/num_fg_samples": 50.75, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5738656334979169, "total_loss": 1.2535558210802265} {"data_time": 0.012604668998392299, "eta_seconds": 119397.83507114115, "fast_rcnn/cls_accuracy": 0.90869140625, "fast_rcnn/false_negative": 0.43899687608469284, "fast_rcnn/fg_cls_accuracy": 0.48346274998168637, "iteration": 58899, "loss_box_reg": 0.22989099891856313, "loss_cls": 0.23746328568086028, "loss_mask": 0.27634167205542326, "loss_rpn_cls": 0.05336271307896823, "loss_rpn_loc": 0.07811710180249065, "loss_sem_seg": 0.3571076509542763, "lr": 0.02, "mask_rcnn/accuracy": 0.8676157919719851, "mask_rcnn/false_negative": 0.11206387085258447, "mask_rcnn/false_positive": 0.16495422273590382, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.5585140339971986, "total_loss": 1.224405698958435} {"data_time": 0.013029537498368882, "eta_seconds": 119386.52315551108, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.3266806722689075, "fast_rcnn/fg_cls_accuracy": 0.6587440381558028, "iteration": 58919, "loss_box_reg": 0.24720823857933283, "loss_cls": 0.23404968297109008, "loss_mask": 0.26734129525721073, "loss_rpn_cls": 0.05657958152005449, "loss_rpn_loc": 0.09814573358744383, "loss_sem_seg": 0.35452043265104294, "lr": 0.02, "mask_rcnn/accuracy": 0.8882642169771134, "mask_rcnn/false_negative": 0.09163153341208675, "mask_rcnn/false_positive": 0.12057254448206875, "roi_head/num_bg_samples": 430.75, "roi_head/num_fg_samples": 81.25, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.5606925805004721, "total_loss": 1.2878435141174123} {"data_time": 0.013702267002372537, "eta_seconds": 119389.49648125554, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.3907771915584416, "fast_rcnn/fg_cls_accuracy": 0.5173075778320138, "iteration": 58939, "loss_box_reg": 0.25003465497866273, "loss_cls": 0.2332884503994137, "loss_mask": 0.26139803789556026, "loss_rpn_cls": 0.053801332105649635, "loss_rpn_loc": 0.08169278397690505, "loss_sem_seg": 0.40610419074073434, "lr": 0.02, "mask_rcnn/accuracy": 0.8889920138562337, "mask_rcnn/false_negative": 0.0976544174761288, "mask_rcnn/false_positive": 0.1390650931507684, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.5681342554998992, "total_loss": 1.2579385009594262} {"data_time": 0.012497866002377123, "eta_seconds": 119329.48096375901, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.42771379563832396, "fast_rcnn/fg_cls_accuracy": 0.5113725490196078, "iteration": 58959, "loss_box_reg": 0.24547585629625246, "loss_cls": 0.23912850581109524, "loss_mask": 0.260450741276145, "loss_rpn_cls": 0.05017748672980815, "loss_rpn_loc": 0.08886275248369202, "loss_sem_seg": 0.3726002974435687, "lr": 0.02, "mask_rcnn/accuracy": 0.8872814476667861, "mask_rcnn/false_negative": 0.08026963771692508, "mask_rcnn/false_positive": 0.141940026379022, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.558070688497537, "total_loss": 1.2849485045298934} {"data_time": 0.011947601498832228, "eta_seconds": 119360.20431675014, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.354101966873706, "fast_rcnn/fg_cls_accuracy": 0.6165994623655914, "iteration": 58979, "loss_box_reg": 0.23552896408364177, "loss_cls": 0.22169178607873619, "loss_mask": 0.274725591763854, "loss_rpn_cls": 0.05330093833617866, "loss_rpn_loc": 0.07953841233393177, "loss_sem_seg": 0.3561754412949085, "lr": 0.02, "mask_rcnn/accuracy": 0.8971090085879072, "mask_rcnn/false_negative": 0.08997988804737783, "mask_rcnn/false_positive": 0.12876424056852934, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 237.5, "rpn/num_pos_anchors": 18.5, "time": 0.5744956305024971, "total_loss": 1.22216790181119} {"data_time": 0.0113495254990994, "eta_seconds": 119355.07316438187, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.34595959595959597, "fast_rcnn/fg_cls_accuracy": 0.5978739002932552, "iteration": 58999, "loss_box_reg": 0.24052465381100774, "loss_cls": 0.2371131731197238, "loss_mask": 0.283753071911633, "loss_rpn_cls": 0.05800548754632473, "loss_rpn_loc": 0.08412153174867854, "loss_sem_seg": 0.3427048181183636, "lr": 0.02, "mask_rcnn/accuracy": 0.8893451216102879, "mask_rcnn/false_negative": 0.10181128274373871, "mask_rcnn/false_positive": 0.11839741795627279, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.5709876699984306, "total_loss": 1.2632523475331254} {"data_time": 0.012840773997595534, "eta_seconds": 119351.01958622759, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.28480113636363635, "fast_rcnn/fg_cls_accuracy": 0.6516263145023233, "iteration": 59019, "loss_box_reg": 0.25466753682121634, "loss_cls": 0.24565063300542533, "loss_mask": 0.2587756314314902, "loss_rpn_cls": 0.04872583568794653, "loss_rpn_loc": 0.07476188527652994, "loss_sem_seg": 0.3536562006920576, "lr": 0.02, "mask_rcnn/accuracy": 0.9081380608263372, "mask_rcnn/false_negative": 0.0744730124876336, "mask_rcnn/false_positive": 0.11373387761660471, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 0.5704921430005925, "total_loss": 1.2327431257581338} {"data_time": 0.012895993499114411, "eta_seconds": 119352.43537759878, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.4031492666091458, "fast_rcnn/fg_cls_accuracy": 0.5261250874953679, "iteration": 59039, "loss_box_reg": 0.24437321163713932, "loss_cls": 0.22613519453443587, "loss_mask": 0.26492962799966335, "loss_rpn_cls": 0.0480862504336983, "loss_rpn_loc": 0.06445922795683146, "loss_sem_seg": 0.40007091872394085, "lr": 0.02, "mask_rcnn/accuracy": 0.8928706476653594, "mask_rcnn/false_negative": 0.09135527194198087, "mask_rcnn/false_positive": 0.14619333020377812, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5581191314995522, "total_loss": 1.2302172730851453} {"data_time": 0.013089981002849527, "eta_seconds": 119321.13349400181, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.3922141886645963, "fast_rcnn/fg_cls_accuracy": 0.5163170163170163, "iteration": 59059, "loss_box_reg": 0.24023897340521216, "loss_cls": 0.23726819432340562, "loss_mask": 0.2645835867151618, "loss_rpn_cls": 0.05556606245227158, "loss_rpn_loc": 0.09104002587264404, "loss_sem_seg": 0.41357710119336843, "lr": 0.02, "mask_rcnn/accuracy": 0.8918927506325276, "mask_rcnn/false_negative": 0.09782451948618492, "mask_rcnn/false_positive": 0.13192999179387027, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.5564607509986672, "total_loss": 1.330994929478038} {"data_time": 0.012082721499609761, "eta_seconds": 119296.02783047054, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.4556489262371615, "fast_rcnn/fg_cls_accuracy": 0.5293349407273458, "iteration": 59079, "loss_box_reg": 0.24343336024321616, "loss_cls": 0.23268326791003346, "loss_mask": 0.27753916941583157, "loss_rpn_cls": 0.04928271158132702, "loss_rpn_loc": 0.08467821090016514, "loss_sem_seg": 0.3617205014452338, "lr": 0.02, "mask_rcnn/accuracy": 0.866790322651266, "mask_rcnn/false_negative": 0.11170712256412238, "mask_rcnn/false_positive": 0.16850228916469456, "roi_head/num_bg_samples": 461.5, "roi_head/num_fg_samples": 50.5, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5656466124964936, "total_loss": 1.2144693669397384} {"data_time": 0.012785375998646487, "eta_seconds": 119298.50704708177, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.35929432013769363, "fast_rcnn/fg_cls_accuracy": 0.6016508367254636, "iteration": 59099, "loss_box_reg": 0.2521696554031223, "loss_cls": 0.24825071264058352, "loss_mask": 0.264925598166883, "loss_rpn_cls": 0.05274296083371155, "loss_rpn_loc": 0.07591347640845925, "loss_sem_seg": 0.3643597362097353, "lr": 0.02, "mask_rcnn/accuracy": 0.871610003192933, "mask_rcnn/false_negative": 0.11467763863850385, "mask_rcnn/false_positive": 0.14452432668409204, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 206.0, "rpn/num_pos_anchors": 50.0, "time": 0.5756323749992589, "total_loss": 1.2727816874394193} {"data_time": 0.012950939002621453, "eta_seconds": 119307.17490371874, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.35806569724866616, "fast_rcnn/fg_cls_accuracy": 0.5627171215880893, "iteration": 59119, "loss_box_reg": 0.2507960922084749, "loss_cls": 0.2444413318298757, "loss_mask": 0.27636923966929317, "loss_rpn_cls": 0.05538816604530439, "loss_rpn_loc": 0.09494960741722025, "loss_sem_seg": 0.37008932512253523, "lr": 0.02, "mask_rcnn/accuracy": 0.874803922515976, "mask_rcnn/false_negative": 0.12057091671892652, "mask_rcnn/false_positive": 0.13453587702312764, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5628187199981767, "total_loss": 1.2907714454922825} {"data_time": 0.012702492003882071, "eta_seconds": 119295.85978524873, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.3973847948668092, "fast_rcnn/fg_cls_accuracy": 0.5501466275659823, "iteration": 59139, "loss_box_reg": 0.23721231939271092, "loss_cls": 0.23476857179775834, "loss_mask": 0.273565124720335, "loss_rpn_cls": 0.04489592323079705, "loss_rpn_loc": 0.08908098196843639, "loss_sem_seg": 0.3483402472920716, "lr": 0.02, "mask_rcnn/accuracy": 0.9028129690853619, "mask_rcnn/false_negative": 0.08446248856880303, "mask_rcnn/false_positive": 0.1370010697762164, "roi_head/num_bg_samples": 462.0, "roi_head/num_fg_samples": 50.0, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5548600349975459, "total_loss": 1.2258006776683033} {"data_time": 0.011537220500031253, "eta_seconds": 119365.78528801526, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.40442075834352614, "fast_rcnn/fg_cls_accuracy": 0.5263101907666123, "iteration": 59159, "loss_box_reg": 0.25411751214414835, "loss_cls": 0.24712218903005123, "loss_mask": 0.2688489705324173, "loss_rpn_cls": 0.05168814881471917, "loss_rpn_loc": 0.082355264457874, "loss_sem_seg": 0.37704609613865614, "lr": 0.02, "mask_rcnn/accuracy": 0.8841396776101744, "mask_rcnn/false_negative": 0.09244804106486113, "mask_rcnn/false_positive": 0.13566390909946166, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.573049684495345, "total_loss": 1.3226763806887902} {"data_time": 0.013610068999696523, "eta_seconds": 119388.59259137833, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3286743106225718, "fast_rcnn/fg_cls_accuracy": 0.5999798359994624, "iteration": 59179, "loss_box_reg": 0.2352440608665347, "loss_cls": 0.21631996310316026, "loss_mask": 0.2681383080780506, "loss_rpn_cls": 0.04252853977959603, "loss_rpn_loc": 0.06481637415708974, "loss_sem_seg": 0.3186443876475096, "lr": 0.02, "mask_rcnn/accuracy": 0.8757503022800552, "mask_rcnn/false_negative": 0.10044184387333749, "mask_rcnn/false_positive": 0.1468459378720018, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5689517235041421, "total_loss": 1.1523487828089856} {"data_time": 0.012511139502748847, "eta_seconds": 119343.13963839531, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.38095238095238093, "fast_rcnn/fg_cls_accuracy": 0.590928540864356, "iteration": 59199, "loss_box_reg": 0.25113129196688533, "loss_cls": 0.2342303697951138, "loss_mask": 0.26489545218646526, "loss_rpn_cls": 0.04502635094104335, "loss_rpn_loc": 0.0848831768380478, "loss_sem_seg": 0.3194870315492153, "lr": 0.02, "mask_rcnn/accuracy": 0.8832517381952781, "mask_rcnn/false_negative": 0.09644301782272867, "mask_rcnn/false_positive": 0.1454427739382806, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.5664982140006032, "total_loss": 1.2289606714912225} {"data_time": 0.01293879900185857, "eta_seconds": 119305.14679914297, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.3231386420498663, "fast_rcnn/fg_cls_accuracy": 0.6057425525700935, "iteration": 59219, "loss_box_reg": 0.25910322554409504, "loss_cls": 0.23291110945865512, "loss_mask": 0.2761461352929473, "loss_rpn_cls": 0.04878401610767469, "loss_rpn_loc": 0.07899303606245667, "loss_sem_seg": 0.31466958904638886, "lr": 0.02, "mask_rcnn/accuracy": 0.8969864047585836, "mask_rcnn/false_negative": 0.08985357294512156, "mask_rcnn/false_positive": 0.10865945013835367, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5656877095025266, "total_loss": 1.161808733450016} {"data_time": 0.01297198799875332, "eta_seconds": 119348.26333136766, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.3623508616880248, "fast_rcnn/fg_cls_accuracy": 0.593182447671428, "iteration": 59239, "loss_box_reg": 0.228702352498658, "loss_cls": 0.21057418338023126, "loss_mask": 0.2746785283088684, "loss_rpn_cls": 0.04304416134255007, "loss_rpn_loc": 0.06952068404643796, "loss_sem_seg": 0.3574833916500211, "lr": 0.02, "mask_rcnn/accuracy": 0.8737461453172101, "mask_rcnn/false_negative": 0.11915986590998444, "mask_rcnn/false_positive": 0.14492603381990443, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5673520894997637, "total_loss": 1.2271733139641583} {"data_time": 0.013569915005064104, "eta_seconds": 119378.32919557691, "fast_rcnn/cls_accuracy": 0.91015625, "fast_rcnn/false_negative": 0.34625571250519316, "fast_rcnn/fg_cls_accuracy": 0.6036701208981001, "iteration": 59259, "loss_box_reg": 0.25299243442714214, "loss_cls": 0.23137389216572046, "loss_mask": 0.2634939746931195, "loss_rpn_cls": 0.049968177681876114, "loss_rpn_loc": 0.08058084576623514, "loss_sem_seg": 0.33566128462553024, "lr": 0.02, "mask_rcnn/accuracy": 0.8821511548830298, "mask_rcnn/false_negative": 0.10234134840545203, "mask_rcnn/false_positive": 0.13070735793662838, "roi_head/num_bg_samples": 429.25, "roi_head/num_fg_samples": 82.75, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.5686160924997239, "total_loss": 1.2852773803751916} {"data_time": 0.013254681001853896, "eta_seconds": 119413.97605094861, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.3081293706293706, "fast_rcnn/fg_cls_accuracy": 0.5782084912076169, "iteration": 59279, "loss_box_reg": 0.23413636907935143, "loss_cls": 0.22267029900103807, "loss_mask": 0.2572650699876249, "loss_rpn_cls": 0.04701208262122236, "loss_rpn_loc": 0.08396184671437368, "loss_sem_seg": 0.33440537890419364, "lr": 0.02, "mask_rcnn/accuracy": 0.9065373296590715, "mask_rcnn/false_negative": 0.10693324724214534, "mask_rcnn/false_positive": 0.0978882931941045, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5799524655012647, "total_loss": 1.1799924046354135} {"data_time": 0.011756575000617886, "eta_seconds": 119418.55697785952, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.39588541666666666, "fast_rcnn/fg_cls_accuracy": 0.5621008624662585, "iteration": 59299, "loss_box_reg": 0.24419416300952435, "loss_cls": 0.22619041660800576, "loss_mask": 0.27442017011344433, "loss_rpn_cls": 0.04786867783695925, "loss_rpn_loc": 0.08577649650396779, "loss_sem_seg": 0.35745644057169557, "lr": 0.02, "mask_rcnn/accuracy": 0.8832561933016192, "mask_rcnn/false_negative": 0.09176338622803415, "mask_rcnn/false_positive": 0.1477552490198269, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5735044529974402, "total_loss": 1.2392873994831461} {"data_time": 0.01304740300111007, "eta_seconds": 119418.30965476662, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.3763698940313377, "fast_rcnn/fg_cls_accuracy": 0.5737075116168453, "iteration": 59319, "loss_box_reg": 0.24716512160375714, "loss_cls": 0.21802147943526506, "loss_mask": 0.2726607248187065, "loss_rpn_cls": 0.048353533798945136, "loss_rpn_loc": 0.08239223383134231, "loss_sem_seg": 0.327073585242033, "lr": 0.02, "mask_rcnn/accuracy": 0.8881597917136468, "mask_rcnn/false_negative": 0.09125583367129417, "mask_rcnn/false_positive": 0.11953562915926613, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5609433099998569, "total_loss": 1.173935119593807} {"data_time": 0.012515335503849201, "eta_seconds": 119395.88626305934, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3092328042328042, "fast_rcnn/fg_cls_accuracy": 0.662063492063492, "iteration": 59339, "loss_box_reg": 0.25489468197338283, "loss_cls": 0.2318900809623301, "loss_mask": 0.2713118549436331, "loss_rpn_cls": 0.0450416638632305, "loss_rpn_loc": 0.08325318718561903, "loss_sem_seg": 0.33541302010416985, "lr": 0.02, "mask_rcnn/accuracy": 0.9001594416794129, "mask_rcnn/false_negative": 0.08675122484350556, "mask_rcnn/false_positive": 0.12369555469067281, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5668955510009255, "total_loss": 1.2383300201036036} {"data_time": 0.013004434000322362, "eta_seconds": 119390.40135302066, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.3420530225409836, "fast_rcnn/fg_cls_accuracy": 0.5937837837837838, "iteration": 59359, "loss_box_reg": 0.2279909529024735, "loss_cls": 0.23463096329942346, "loss_mask": 0.26032122876495123, "loss_rpn_cls": 0.05201328385010129, "loss_rpn_loc": 0.07047381164738908, "loss_sem_seg": 0.3359806574881077, "lr": 0.02, "mask_rcnn/accuracy": 0.8910438773321426, "mask_rcnn/false_negative": 0.09856770994374235, "mask_rcnn/false_positive": 0.12647160322589052, "roi_head/num_bg_samples": 457.5, "roi_head/num_fg_samples": 54.5, "rpn/num_neg_anchors": 235.5, "rpn/num_pos_anchors": 20.5, "time": 0.5678146219979681, "total_loss": 1.233214663428953} {"data_time": 0.012921074496262008, "eta_seconds": 119384.30042479673, "fast_rcnn/cls_accuracy": 0.90185546875, "fast_rcnn/false_negative": 0.3986320020746888, "fast_rcnn/fg_cls_accuracy": 0.5084251245738264, "iteration": 59379, "loss_box_reg": 0.2563602249138057, "loss_cls": 0.25368591118603945, "loss_mask": 0.27574605122208595, "loss_rpn_cls": 0.04771608498413116, "loss_rpn_loc": 0.07587459438946098, "loss_sem_seg": 0.3838240313343704, "lr": 0.02, "mask_rcnn/accuracy": 0.88537252593592, "mask_rcnn/false_negative": 0.10254317726851037, "mask_rcnn/false_positive": 0.1328157385981564, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.5698140555032296, "total_loss": 1.2925793043104932} {"data_time": 0.012787692998244893, "eta_seconds": 119361.88019085905, "fast_rcnn/cls_accuracy": 0.90576171875, "fast_rcnn/false_negative": 0.41359096250400595, "fast_rcnn/fg_cls_accuracy": 0.5525265957446808, "iteration": 59399, "loss_box_reg": 0.23141296533867717, "loss_cls": 0.22726983204483986, "loss_mask": 0.26320231426507235, "loss_rpn_cls": 0.048334888531826437, "loss_rpn_loc": 0.07887351515819319, "loss_sem_seg": 0.34389638248831034, "lr": 0.02, "mask_rcnn/accuracy": 0.8732899339432061, "mask_rcnn/false_negative": 0.11325471715381195, "mask_rcnn/false_positive": 0.14715923835924857, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.5592840684985276, "total_loss": 1.2140311468683649} {"data_time": 0.012419023500115145, "eta_seconds": 119332.35452997907, "fast_rcnn/cls_accuracy": 0.95654296875, "fast_rcnn/false_negative": 0.3119160507600056, "fast_rcnn/fg_cls_accuracy": 0.6388030888030888, "iteration": 59419, "loss_box_reg": 0.24889326794072986, "loss_cls": 0.22565307933837175, "loss_mask": 0.2682222444564104, "loss_rpn_cls": 0.050644810042285826, "loss_rpn_loc": 0.08243302931077778, "loss_sem_seg": 0.32529732724651694, "lr": 0.02, "mask_rcnn/accuracy": 0.9029424269707883, "mask_rcnn/false_negative": 0.08022510696018374, "mask_rcnn/false_positive": 0.12722847064931558, "roi_head/num_bg_samples": 464.75, "roi_head/num_fg_samples": 47.25, "rpn/num_neg_anchors": 234.75, "rpn/num_pos_anchors": 21.25, "time": 0.5779852675004804, "total_loss": 1.2360260106506757} {"data_time": 0.012647886000195285, "eta_seconds": 119345.0577014607, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.3179278821736922, "fast_rcnn/fg_cls_accuracy": 0.5683226606073125, "iteration": 59439, "loss_box_reg": 0.26033797627314925, "loss_cls": 0.22134812967851758, "loss_mask": 0.2695758333429694, "loss_rpn_cls": 0.046237511676736176, "loss_rpn_loc": 0.07528764466405846, "loss_sem_seg": 0.3281344794668257, "lr": 0.02, "mask_rcnn/accuracy": 0.8931701642022991, "mask_rcnn/false_negative": 0.11312635273715996, "mask_rcnn/false_positive": 0.11204185234328926, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 0.5653575799988175, "total_loss": 1.143037899833871} {"data_time": 0.012917526000819635, "eta_seconds": 119338.95478483688, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3179660529344074, "fast_rcnn/fg_cls_accuracy": 0.5988891726251278, "iteration": 59459, "loss_box_reg": 0.2183317430317402, "loss_cls": 0.21952369110658765, "loss_mask": 0.2601779601536691, "loss_rpn_cls": 0.03696878829214256, "loss_rpn_loc": 0.07221659057540819, "loss_sem_seg": 0.33713997108861804, "lr": 0.02, "mask_rcnn/accuracy": 0.8903364251402315, "mask_rcnn/false_negative": 0.09005520567731126, "mask_rcnn/false_positive": 0.12970805918154807, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 239.0, "rpn/num_pos_anchors": 17.0, "time": 0.5741102794963808, "total_loss": 1.1568594282580307} {"data_time": 0.013015401495067636, "eta_seconds": 119322.38587568072, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.40520997496987116, "fast_rcnn/fg_cls_accuracy": 0.5192307692307692, "iteration": 59479, "loss_box_reg": 0.23180969734676182, "loss_cls": 0.23563638096675277, "loss_mask": 0.2691323705948889, "loss_rpn_cls": 0.04535098763881251, "loss_rpn_loc": 0.0771252226550132, "loss_sem_seg": 0.37683292478322983, "lr": 0.02, "mask_rcnn/accuracy": 0.8888044990723563, "mask_rcnn/false_negative": 0.10570656581929788, "mask_rcnn/false_positive": 0.1462603338173142, "roi_head/num_bg_samples": 458.75, "roi_head/num_fg_samples": 53.25, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5603321800008416, "total_loss": 1.2280400567105971} {"data_time": 0.013100168496748665, "eta_seconds": 119348.13097650591, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.43273231622746183, "fast_rcnn/fg_cls_accuracy": 0.5356422018348623, "iteration": 59499, "loss_box_reg": 0.2390538789331913, "loss_cls": 0.23075287975370884, "loss_mask": 0.26258480083197355, "loss_rpn_cls": 0.04342733387602493, "loss_rpn_loc": 0.07396925240755081, "loss_sem_seg": 0.3144975220784545, "lr": 0.02, "mask_rcnn/accuracy": 0.8854791959887403, "mask_rcnn/false_negative": 0.0946982837309108, "mask_rcnn/false_positive": 0.1326738449723755, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5684144849983568, "total_loss": 1.2355635280837305} {"data_time": 0.012446606000594329, "eta_seconds": 119336.79154049596, "fast_rcnn/cls_accuracy": 0.9580078125, "fast_rcnn/false_negative": 0.37597560975609756, "fast_rcnn/fg_cls_accuracy": 0.5706349206349206, "iteration": 59519, "loss_box_reg": 0.22739211283624172, "loss_cls": 0.21399206016212702, "loss_mask": 0.2604880938306451, "loss_rpn_cls": 0.04083695844747126, "loss_rpn_loc": 0.0646862497087568, "loss_sem_seg": 0.38592519878875464, "lr": 0.02, "mask_rcnn/accuracy": 0.9166505030783263, "mask_rcnn/false_negative": 0.06367448624238915, "mask_rcnn/false_positive": 0.11120032245207129, "roi_head/num_bg_samples": 461.75, "roi_head/num_fg_samples": 50.25, "rpn/num_neg_anchors": 237.5, "rpn/num_pos_anchors": 18.5, "time": 0.5683145950024482, "total_loss": 1.1872656289779115} {"data_time": 0.01145170249583316, "eta_seconds": 119379.19458451652, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.43549408783783783, "fast_rcnn/fg_cls_accuracy": 0.5216703869047619, "iteration": 59539, "loss_box_reg": 0.25933362171053886, "loss_cls": 0.2457560859620571, "loss_mask": 0.2645647767931223, "loss_rpn_cls": 0.052404145535547286, "loss_rpn_loc": 0.06732094887411222, "loss_sem_seg": 0.3822927689179778, "lr": 0.02, "mask_rcnn/accuracy": 0.8719156948493683, "mask_rcnn/false_negative": 0.09751788816346527, "mask_rcnn/false_positive": 0.15015835165632227, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5742256054982136, "total_loss": 1.279730374350038} {"data_time": 0.013310767000803025, "eta_seconds": 119338.1396655128, "fast_rcnn/cls_accuracy": 0.9130859375, "fast_rcnn/false_negative": 0.36507352941176474, "fast_rcnn/fg_cls_accuracy": 0.573185341789993, "iteration": 59559, "loss_box_reg": 0.25298826675862074, "loss_cls": 0.2539493697695434, "loss_mask": 0.27727933041751385, "loss_rpn_cls": 0.048487663676496595, "loss_rpn_loc": 0.09268837113631889, "loss_sem_seg": 0.36947130504995584, "lr": 0.02, "mask_rcnn/accuracy": 0.8750536718346358, "mask_rcnn/false_negative": 0.11893403220082716, "mask_rcnn/false_positive": 0.1290983704449864, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.567729699996562, "total_loss": 1.2711042059963802} {"data_time": 0.011490180000691907, "eta_seconds": 119302.77323246612, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.3131127450980392, "fast_rcnn/fg_cls_accuracy": 0.6116138763197587, "iteration": 59579, "loss_box_reg": 0.2359635306056589, "loss_cls": 0.2274643606506288, "loss_mask": 0.26397540513426065, "loss_rpn_cls": 0.04230386127892416, "loss_rpn_loc": 0.08209181230631657, "loss_sem_seg": 0.34965229127556086, "lr": 0.02, "mask_rcnn/accuracy": 0.8682102266617922, "mask_rcnn/false_negative": 0.11782837415866791, "mask_rcnn/false_positive": 0.1396412047712328, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5591015720019641, "total_loss": 1.23458772370941} {"data_time": 0.012440700997103704, "eta_seconds": 119265.57582949949, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.4798404962339389, "fast_rcnn/fg_cls_accuracy": 0.49328419328419326, "iteration": 59599, "loss_box_reg": 0.2459433893673122, "loss_cls": 0.2440927429124713, "loss_mask": 0.2760710325092077, "loss_rpn_cls": 0.044956522702705115, "loss_rpn_loc": 0.0882375871296972, "loss_sem_seg": 0.3261994351632893, "lr": 0.02, "mask_rcnn/accuracy": 0.8897399421136355, "mask_rcnn/false_negative": 0.09867776685796367, "mask_rcnn/false_positive": 0.1386637732563873, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5550286739999137, "total_loss": 1.2342453368473798} {"data_time": 0.011823125500086462, "eta_seconds": 119254.23885145951, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.3358391608391608, "fast_rcnn/fg_cls_accuracy": 0.6182779900088158, "iteration": 59619, "loss_box_reg": 0.23366344021633267, "loss_cls": 0.2164944251999259, "loss_mask": 0.27058675792068243, "loss_rpn_cls": 0.03997968779003713, "loss_rpn_loc": 0.07357047265395522, "loss_sem_seg": 0.3151372508145869, "lr": 0.02, "mask_rcnn/accuracy": 0.8908992585508574, "mask_rcnn/false_negative": 0.09000075614647292, "mask_rcnn/false_positive": 0.13724314964340373, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5502752475003945, "total_loss": 1.1373477692250162} {"data_time": 0.01283215600415133, "eta_seconds": 119257.87473771765, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.4515969474279254, "fast_rcnn/fg_cls_accuracy": 0.4997352045544816, "iteration": 59639, "loss_box_reg": 0.21649649878963828, "loss_cls": 0.21440835762768984, "loss_mask": 0.2599537167698145, "loss_rpn_cls": 0.051153907319530845, "loss_rpn_loc": 0.07818902062717825, "loss_sem_seg": 0.3768775435164571, "lr": 0.02, "mask_rcnn/accuracy": 0.8975153957345855, "mask_rcnn/false_negative": 0.09289857428822464, "mask_rcnn/false_positive": 0.12740928421815562, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.571040772501874, "total_loss": 1.1512446100823581} {"data_time": 0.01398061099826009, "eta_seconds": 119203.28896597252, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.347536599859543, "fast_rcnn/fg_cls_accuracy": 0.6121830702499664, "iteration": 59659, "loss_box_reg": 0.2265477036125958, "loss_cls": 0.20982752088457346, "loss_mask": 0.26098495069891214, "loss_rpn_cls": 0.04592919198330492, "loss_rpn_loc": 0.08192061723093502, "loss_sem_seg": 0.3758877031505108, "lr": 0.02, "mask_rcnn/accuracy": 0.8779320761955632, "mask_rcnn/false_negative": 0.08490755006385292, "mask_rcnn/false_positive": 0.11018464524821223, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5554943520000961, "total_loss": 1.2724271378829144} {"data_time": 0.012742505496134982, "eta_seconds": 119181.88597854425, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.36620522072088657, "fast_rcnn/fg_cls_accuracy": 0.6083647629310345, "iteration": 59679, "loss_box_reg": 0.2622078047133982, "loss_cls": 0.24331094697117805, "loss_mask": 0.2764252619817853, "loss_rpn_cls": 0.05531651072669774, "loss_rpn_loc": 0.09774811886018142, "loss_sem_seg": 0.3788364166393876, "lr": 0.02, "mask_rcnn/accuracy": 0.8622126584446728, "mask_rcnn/false_negative": 0.10502408389422659, "mask_rcnn/false_positive": 0.13175279725524933, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 0.5591174299988779, "total_loss": 1.3375441900279839} {"data_time": 0.013008523001190042, "eta_seconds": 119180.62038705239, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.396536113410596, "fast_rcnn/fg_cls_accuracy": 0.5620898876404494, "iteration": 59699, "loss_box_reg": 0.22083218209445477, "loss_cls": 0.2290150027256459, "loss_mask": 0.260184770449996, "loss_rpn_cls": 0.051656378200277686, "loss_rpn_loc": 0.08486262918449938, "loss_sem_seg": 0.3184193097986281, "lr": 0.02, "mask_rcnn/accuracy": 0.9020161704907192, "mask_rcnn/false_negative": 0.09777191400191274, "mask_rcnn/false_positive": 0.1237997759789368, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5785623640003905, "total_loss": 1.198456984187942} {"data_time": 0.013434467495244462, "eta_seconds": 119184.43863052782, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.35792260247803065, "fast_rcnn/fg_cls_accuracy": 0.5910719617796357, "iteration": 59719, "loss_box_reg": 0.24157666391693056, "loss_cls": 0.24877669988200068, "loss_mask": 0.2682953253388405, "loss_rpn_cls": 0.05061728251166642, "loss_rpn_loc": 0.08245948579860851, "loss_sem_seg": 0.3477056031115353, "lr": 0.02, "mask_rcnn/accuracy": 0.9002622545969295, "mask_rcnn/false_negative": 0.09563662476224513, "mask_rcnn/false_positive": 0.1396992590758212, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.569752403502207, "total_loss": 1.2814100529649295} {"data_time": 0.013056700499873841, "eta_seconds": 119180.2450449774, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.4033898305084746, "fast_rcnn/fg_cls_accuracy": 0.5311412346583624, "iteration": 59739, "loss_box_reg": 0.23675912246108055, "loss_cls": 0.23942854348570108, "loss_mask": 0.2693191193975508, "loss_rpn_cls": 0.043074454355519265, "loss_rpn_loc": 0.08434819866670296, "loss_sem_seg": 0.3717674674699083, "lr": 0.02, "mask_rcnn/accuracy": 0.8982023726966515, "mask_rcnn/false_negative": 0.0921773724714489, "mask_rcnn/false_positive": 0.1250375271154418, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5748808805001318, "total_loss": 1.2421545771503588} {"data_time": 0.013656866998644546, "eta_seconds": 119201.40853021556, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3588859802210588, "fast_rcnn/fg_cls_accuracy": 0.6176295679581338, "iteration": 59759, "loss_box_reg": 0.2544804345816374, "loss_cls": 0.24887917935848236, "loss_mask": 0.283760623075068, "loss_rpn_cls": 0.05070995748974383, "loss_rpn_loc": 0.09009162717848085, "loss_sem_seg": 0.3615168668329716, "lr": 0.02, "mask_rcnn/accuracy": 0.8710810886854742, "mask_rcnn/false_negative": 0.11363020338109336, "mask_rcnn/false_positive": 0.1432973113701107, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.5719614390000061, "total_loss": 1.2920327130996156} {"data_time": 0.01338528199994471, "eta_seconds": 119212.4952999645, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3278025655326269, "fast_rcnn/fg_cls_accuracy": 0.6058573853989813, "iteration": 59779, "loss_box_reg": 0.23392037744633853, "loss_cls": 0.23186812084168196, "loss_mask": 0.26067455019801855, "loss_rpn_cls": 0.05077055504079908, "loss_rpn_loc": 0.07843983292696066, "loss_sem_seg": 0.38340902980417013, "lr": 0.02, "mask_rcnn/accuracy": 0.891140478415386, "mask_rcnn/false_negative": 0.10502208631308056, "mask_rcnn/false_positive": 0.12672613488524906, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5640377279996756, "total_loss": 1.2393684015987674} {"data_time": 0.01230680550361285, "eta_seconds": 119193.50266322048, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.33854166666666663, "fast_rcnn/fg_cls_accuracy": 0.5493827160493827, "iteration": 59799, "loss_box_reg": 0.25136827677488327, "loss_cls": 0.24433879600837827, "loss_mask": 0.27181699965149164, "loss_rpn_cls": 0.04762919290806167, "loss_rpn_loc": 0.08109003392746672, "loss_sem_seg": 0.32278223242610693, "lr": 0.02, "mask_rcnn/accuracy": 0.8941178637945336, "mask_rcnn/false_negative": 0.10076569180075674, "mask_rcnn/false_positive": 0.11401987294775595, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.562062747998425, "total_loss": 1.1968087394780014} {"data_time": 0.012666091501159826, "eta_seconds": 119182.16175593049, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.44114269308067755, "fast_rcnn/fg_cls_accuracy": 0.5414154464542061, "iteration": 59819, "loss_box_reg": 0.22974487370811403, "loss_cls": 0.24241580883972347, "loss_mask": 0.2589119225740433, "loss_rpn_cls": 0.050906876305816695, "loss_rpn_loc": 0.08085841906722635, "loss_sem_seg": 0.3600734272040427, "lr": 0.02, "mask_rcnn/accuracy": 0.8784216067379333, "mask_rcnn/false_negative": 0.10487563460825355, "mask_rcnn/false_positive": 0.1394166468290564, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5626544834995002, "total_loss": 1.2198515764175681} {"data_time": 0.012926397001137957, "eta_seconds": 119182.84825822042, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.356260162601626, "fast_rcnn/fg_cls_accuracy": 0.6177060821241124, "iteration": 59839, "loss_box_reg": 0.25644706282764673, "loss_cls": 0.23713045753538609, "loss_mask": 0.28550885105505586, "loss_rpn_cls": 0.05645691812969744, "loss_rpn_loc": 0.0872399716754444, "loss_sem_seg": 0.3612618059851229, "lr": 0.02, "mask_rcnn/accuracy": 0.8793947610490738, "mask_rcnn/false_negative": 0.09428009097658752, "mask_rcnn/false_positive": 0.11762578861600327, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 235.75, "rpn/num_pos_anchors": 20.25, "time": 0.5695821735025675, "total_loss": 1.3196992870871327} {"data_time": 0.012983022999833338, "eta_seconds": 119133.15232033849, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.3617281840966051, "fast_rcnn/fg_cls_accuracy": 0.5692828533282472, "iteration": 59859, "loss_box_reg": 0.2134219533763826, "loss_cls": 0.2000914211384952, "loss_mask": 0.2699283352121711, "loss_rpn_cls": 0.05228430643910542, "loss_rpn_loc": 0.0735940289159771, "loss_sem_seg": 0.4057057714089751, "lr": 0.02, "mask_rcnn/accuracy": 0.8896463096516802, "mask_rcnn/false_negative": 0.07939061011914836, "mask_rcnn/false_positive": 0.12392694748355268, "roi_head/num_bg_samples": 464.75, "roi_head/num_fg_samples": 47.25, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.544596564501262, "total_loss": 1.2476677354425192} {"data_time": 0.012450284499209374, "eta_seconds": 119106.85813693976, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.3377665544332211, "fast_rcnn/fg_cls_accuracy": 0.5732488822652757, "iteration": 59879, "loss_box_reg": 0.2400291576050222, "loss_cls": 0.22377227200195193, "loss_mask": 0.26509737269952893, "loss_rpn_cls": 0.04656903327850159, "loss_rpn_loc": 0.07596957846544683, "loss_sem_seg": 0.3477735547348857, "lr": 0.02, "mask_rcnn/accuracy": 0.8934773512579635, "mask_rcnn/false_negative": 0.06824718592923103, "mask_rcnn/false_positive": 0.13011821669806656, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.5668697330002033, "total_loss": 1.2755278320983052} {"data_time": 0.01399397999921348, "eta_seconds": 119095.52115889978, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.3481360313421382, "fast_rcnn/fg_cls_accuracy": 0.5594478720066924, "iteration": 59899, "loss_box_reg": 0.2286779556889087, "loss_cls": 0.2222228590399027, "loss_mask": 0.25815218361094594, "loss_rpn_cls": 0.04421006966731511, "loss_rpn_loc": 0.07351298385765404, "loss_sem_seg": 0.38004019763320684, "lr": 0.02, "mask_rcnn/accuracy": 0.8906700353218211, "mask_rcnn/false_negative": 0.08382302502037721, "mask_rcnn/false_positive": 0.13799807092704314, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5636213770048926, "total_loss": 1.2044397222125554} {"data_time": 0.012736452001263388, "eta_seconds": 119110.002820297, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.3030975188442211, "fast_rcnn/fg_cls_accuracy": 0.6095655487804879, "iteration": 59919, "loss_box_reg": 0.23118735989555717, "loss_cls": 0.22725534485653043, "loss_mask": 0.27954605408012867, "loss_rpn_cls": 0.04932747530983761, "loss_rpn_loc": 0.09525764582213014, "loss_sem_seg": 0.35614846739917994, "lr": 0.02, "mask_rcnn/accuracy": 0.8855698750782768, "mask_rcnn/false_negative": 0.08403229212064978, "mask_rcnn/false_positive": 0.15302521990099527, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5584915649997129, "total_loss": 1.2422461774549447} {"data_time": 0.013007754499994917, "eta_seconds": 119087.79871401879, "fast_rcnn/cls_accuracy": 0.90771484375, "fast_rcnn/false_negative": 0.43503259688518653, "fast_rcnn/fg_cls_accuracy": 0.5035921997947315, "iteration": 59939, "loss_box_reg": 0.2553815431892872, "loss_cls": 0.24977016868069768, "loss_mask": 0.26257448457181454, "loss_rpn_cls": 0.042932481272146106, "loss_rpn_loc": 0.0743788679537829, "loss_sem_seg": 0.35479225357994437, "lr": 0.02, "mask_rcnn/accuracy": 0.8738770034528963, "mask_rcnn/false_negative": 0.10185573049269914, "mask_rcnn/false_positive": 0.14576406164751787, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5662479000020539, "total_loss": 1.2208498089166824} {"data_time": 0.012851438998040976, "eta_seconds": 119088.01351351547, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.42350149221531047, "fast_rcnn/fg_cls_accuracy": 0.4963235294117647, "iteration": 59959, "loss_box_reg": 0.24479950731620193, "loss_cls": 0.2354973047040403, "loss_mask": 0.2738804272376001, "loss_rpn_cls": 0.04802353520062752, "loss_rpn_loc": 0.06470236869063228, "loss_sem_seg": 0.36371035408228636, "lr": 0.02, "mask_rcnn/accuracy": 0.8701344110810818, "mask_rcnn/false_negative": 0.1022546964033418, "mask_rcnn/false_positive": 0.15916812385145201, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5630402549977589, "total_loss": 1.2470569491561037} {"data_time": 0.013129687500622822, "eta_seconds": 119050.17324673985, "fast_rcnn/cls_accuracy": 0.912109375, "fast_rcnn/false_negative": 0.38651701877934275, "fast_rcnn/fg_cls_accuracy": 0.5580477150537635, "iteration": 59979, "loss_box_reg": 0.24441105965524912, "loss_cls": 0.2234359448775649, "loss_mask": 0.26650468818843365, "loss_rpn_cls": 0.04578212951309979, "loss_rpn_loc": 0.08068050426663831, "loss_sem_seg": 0.37252267077565193, "lr": 0.02, "mask_rcnn/accuracy": 0.8781656426521501, "mask_rcnn/false_negative": 0.11808313014174818, "mask_rcnn/false_positive": 0.12428118791365725, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5639718740021635, "total_loss": 1.269328650960233} {"data_time": 0.013294743996084435, "eta_seconds": 118991.01956616768, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.3430068836045056, "fast_rcnn/fg_cls_accuracy": 0.585980263665099, "iteration": 59999, "loss_box_reg": 0.22516750334762037, "loss_cls": 0.2196790436282754, "loss_mask": 0.2658349173143506, "loss_rpn_cls": 0.04549153347034007, "loss_rpn_loc": 0.06975317522301339, "loss_sem_seg": 0.37343842163681984, "lr": 0.02, "mask_rcnn/accuracy": 0.8855875830379101, "mask_rcnn/false_negative": 0.08635638043038901, "mask_rcnn/false_positive": 0.11049367687364155, "roi_head/num_bg_samples": 458.5, "roi_head/num_fg_samples": 53.5, "rpn/num_neg_anchors": 239.75, "rpn/num_pos_anchors": 16.25, "time": 0.5558352369989734, "total_loss": 1.2043815063370857} {"data_time": 0.0119010620037443, "eta_seconds": 118913.97348269189, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.4244686234817814, "fast_rcnn/fg_cls_accuracy": 0.5071428571428571, "iteration": 60019, "loss_box_reg": 0.24789124820381403, "loss_cls": 0.22713546198792756, "loss_mask": 0.2638037698343396, "loss_rpn_cls": 0.04851463297381997, "loss_rpn_loc": 0.08116071451513562, "loss_sem_seg": 0.35238997731357813, "lr": 0.02, "mask_rcnn/accuracy": 0.8806272774816115, "mask_rcnn/false_negative": 0.0958937664840388, "mask_rcnn/false_positive": 0.1385760336478627, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5592438195017166, "total_loss": 1.2276997851440683} {"data_time": 0.01260529749924899, "eta_seconds": 118902.64731761193, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3263129544842446, "fast_rcnn/fg_cls_accuracy": 0.5693768996960487, "iteration": 60039, "loss_box_reg": 0.2534151067957282, "loss_cls": 0.21868124301545322, "loss_mask": 0.2609096113592386, "loss_rpn_cls": 0.04649299746233737, "loss_rpn_loc": 0.06678129939245991, "loss_sem_seg": 0.35847763158380985, "lr": 0.02, "mask_rcnn/accuracy": 0.8936552207923788, "mask_rcnn/false_negative": 0.09329570090750298, "mask_rcnn/false_positive": 0.14746106854175053, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5655407965023187, "total_loss": 1.2424633919945336} {"data_time": 0.01407089150234242, "eta_seconds": 118936.36252541952, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.3957292707292707, "fast_rcnn/fg_cls_accuracy": 0.5889153349200953, "iteration": 60059, "loss_box_reg": 0.24901580973528326, "loss_cls": 0.2326437965966761, "loss_mask": 0.26937229838222265, "loss_rpn_cls": 0.044713569252053276, "loss_rpn_loc": 0.07444482162827626, "loss_sem_seg": 0.3322804984636605, "lr": 0.02, "mask_rcnn/accuracy": 0.8812871130595095, "mask_rcnn/false_negative": 0.10172746888409384, "mask_rcnn/false_positive": 0.13023860140366578, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.5693428654994932, "total_loss": 1.2322905760956928} {"data_time": 0.013268948001496028, "eta_seconds": 118874.98753237032, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.28934151785714285, "fast_rcnn/fg_cls_accuracy": 0.646421650055371, "iteration": 60079, "loss_box_reg": 0.22836683713831007, "loss_cls": 0.21646765945479274, "loss_mask": 0.2538719456642866, "loss_rpn_cls": 0.04576042928965762, "loss_rpn_loc": 0.07655597216216847, "loss_sem_seg": 0.3151281578466296, "lr": 0.02, "mask_rcnn/accuracy": 0.8851314977383119, "mask_rcnn/false_negative": 0.08332755589641123, "mask_rcnn/false_positive": 0.13122528187504662, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5512572759980685, "total_loss": 1.1697816245577997} {"data_time": 0.012448650002625072, "eta_seconds": 118868.66882237207, "fast_rcnn/cls_accuracy": 0.9091796875, "fast_rcnn/false_negative": 0.4181189903846154, "fast_rcnn/fg_cls_accuracy": 0.5325412087912088, "iteration": 60099, "loss_box_reg": 0.24608417227864265, "loss_cls": 0.2376730707474053, "loss_mask": 0.27840630896389484, "loss_rpn_cls": 0.0517435782821849, "loss_rpn_loc": 0.07914464233908802, "loss_sem_seg": 0.35418166778981686, "lr": 0.02, "mask_rcnn/accuracy": 0.8873439952904238, "mask_rcnn/false_negative": 0.078181414052862, "mask_rcnn/false_positive": 0.1290691688062357, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5735785419965396, "total_loss": 1.2863045145059004} {"data_time": 0.012323284499871079, "eta_seconds": 118852.33615637032, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.39711538461538465, "fast_rcnn/fg_cls_accuracy": 0.5767976588628763, "iteration": 60119, "loss_box_reg": 0.23475890513509512, "loss_cls": 0.22296286141499877, "loss_mask": 0.2528908997774124, "loss_rpn_cls": 0.05505288945278153, "loss_rpn_loc": 0.08508769201580435, "loss_sem_seg": 0.338512992952019, "lr": 0.02, "mask_rcnn/accuracy": 0.8750424647746076, "mask_rcnn/false_negative": 0.10477650735662838, "mask_rcnn/false_positive": 0.1470123893737832, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5583082755001669, "total_loss": 1.2208234042918775} {"data_time": 0.012308823999774177, "eta_seconds": 118759.40822274577, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.322996804355545, "fast_rcnn/fg_cls_accuracy": 0.6246096564977179, "iteration": 60139, "loss_box_reg": 0.24739569425582886, "loss_cls": 0.23668791120871902, "loss_mask": 0.26848374493420124, "loss_rpn_cls": 0.04608574049780145, "loss_rpn_loc": 0.08786223392235115, "loss_sem_seg": 0.3270325444173068, "lr": 0.02, "mask_rcnn/accuracy": 0.8850313925351919, "mask_rcnn/false_negative": 0.10750021172340116, "mask_rcnn/false_positive": 0.12832180591769346, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5496194049992482, "total_loss": 1.2297482831636444} {"data_time": 0.012457178501790622, "eta_seconds": 118665.40214961587, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.3696943972835314, "fast_rcnn/fg_cls_accuracy": 0.5756884343036979, "iteration": 60159, "loss_box_reg": 0.2528228289447725, "loss_cls": 0.23761123302392662, "loss_mask": 0.2760160584002733, "loss_rpn_cls": 0.04337119520641863, "loss_rpn_loc": 0.0714472375693731, "loss_sem_seg": 0.3659501182846725, "lr": 0.02, "mask_rcnn/accuracy": 0.8825109420243313, "mask_rcnn/false_negative": 0.10960371867459855, "mask_rcnn/false_positive": 0.13770310570550515, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5534046020038659, "total_loss": 1.2489615674712695} {"data_time": 0.013275686498673167, "eta_seconds": 118663.24849883263, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3157174151150055, "fast_rcnn/fg_cls_accuracy": 0.6072793448589626, "iteration": 60179, "loss_box_reg": 0.23560589645057917, "loss_cls": 0.23013723688200116, "loss_mask": 0.26252823043614626, "loss_rpn_cls": 0.0572765392716974, "loss_rpn_loc": 0.0831706163007766, "loss_sem_seg": 0.3524059308692813, "lr": 0.02, "mask_rcnn/accuracy": 0.8713841453271002, "mask_rcnn/false_negative": 0.09962440342570202, "mask_rcnn/false_positive": 0.1507806537911822, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5678710754982603, "total_loss": 1.2441935381502844} {"data_time": 0.013002233994484413, "eta_seconds": 118634.28483370953, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.33590204640808285, "fast_rcnn/fg_cls_accuracy": 0.623052455657987, "iteration": 60199, "loss_box_reg": 0.24639291781932116, "loss_cls": 0.2343613551929593, "loss_mask": 0.27402308490127325, "loss_rpn_cls": 0.049699206836521626, "loss_rpn_loc": 0.066198306158185, "loss_sem_seg": 0.3503861543722451, "lr": 0.02, "mask_rcnn/accuracy": 0.8851539333682191, "mask_rcnn/false_negative": 0.1076711739685404, "mask_rcnn/false_positive": 0.1280430039799339, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5624182489991654, "total_loss": 1.1746099430602044} {"data_time": 0.012431803999788826, "eta_seconds": 118645.05884100613, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.32418909592822637, "fast_rcnn/fg_cls_accuracy": 0.6102310000697886, "iteration": 60219, "loss_box_reg": 0.24289990169927478, "loss_cls": 0.2413139813579619, "loss_mask": 0.2749093547463417, "loss_rpn_cls": 0.05091650824761018, "loss_rpn_loc": 0.08270239864941686, "loss_sem_seg": 0.38233959628269076, "lr": 0.02, "mask_rcnn/accuracy": 0.8982350664985095, "mask_rcnn/false_negative": 0.09476299337861799, "mask_rcnn/false_positive": 0.1101073475425335, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5704992234968813, "total_loss": 1.315643078298308} {"data_time": 0.012017777498840587, "eta_seconds": 118642.54709460493, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.3264284573193461, "fast_rcnn/fg_cls_accuracy": 0.5521963824289406, "iteration": 60239, "loss_box_reg": 0.2571068713441491, "loss_cls": 0.22437409637495875, "loss_mask": 0.26465829741209745, "loss_rpn_cls": 0.04483907141548116, "loss_rpn_loc": 0.06691970454994589, "loss_sem_seg": 0.34947991743683815, "lr": 0.02, "mask_rcnn/accuracy": 0.8959999305844787, "mask_rcnn/false_negative": 0.1047839472971113, "mask_rcnn/false_positive": 0.12340612134031302, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5754405324951222, "total_loss": 1.218411684181774} {"data_time": 0.014522899502480868, "eta_seconds": 118596.68817411934, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.39201591942820013, "fast_rcnn/fg_cls_accuracy": 0.5879173429167632, "iteration": 60259, "loss_box_reg": 0.24054982420057058, "loss_cls": 0.22056795796379447, "loss_mask": 0.2782536391168833, "loss_rpn_cls": 0.04434594095801003, "loss_rpn_loc": 0.07258973916759714, "loss_sem_seg": 0.3488232442177832, "lr": 0.02, "mask_rcnn/accuracy": 0.874309086982018, "mask_rcnn/false_negative": 0.1100987358869654, "mask_rcnn/false_positive": 0.12320640539767977, "roi_head/num_bg_samples": 459.25, "roi_head/num_fg_samples": 52.75, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5566083604971936, "total_loss": 1.227146856021136} {"data_time": 0.013770125497103436, "eta_seconds": 118422.02572991331, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.34927336999214453, "fast_rcnn/fg_cls_accuracy": 0.6188514144932461, "iteration": 60279, "loss_box_reg": 0.23458851408213377, "loss_cls": 0.20730893779546022, "loss_mask": 0.26887629833072424, "loss_rpn_cls": 0.038817411434138194, "loss_rpn_loc": 0.06425621273228899, "loss_sem_seg": 0.33301029982976615, "lr": 0.02, "mask_rcnn/accuracy": 0.8762444135882201, "mask_rcnn/false_negative": 0.09753327403883683, "mask_rcnn/false_positive": 0.12255463922432691, "roi_head/num_bg_samples": 468.25, "roi_head/num_fg_samples": 43.75, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5544525519944727, "total_loss": 1.1364254889194854} {"data_time": 0.012766463500156533, "eta_seconds": 118410.73243780332, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.36996829335539017, "fast_rcnn/fg_cls_accuracy": 0.6198304383788255, "iteration": 60299, "loss_box_reg": 0.2423060405999422, "loss_cls": 0.2397362133488059, "loss_mask": 0.2680667261593044, "loss_rpn_cls": 0.046265517361462116, "loss_rpn_loc": 0.06696742227359209, "loss_sem_seg": 0.3404638252686709, "lr": 0.02, "mask_rcnn/accuracy": 0.8793609556420116, "mask_rcnn/false_negative": 0.08080817120471244, "mask_rcnn/false_positive": 0.16234091071668116, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5747916225009249, "total_loss": 1.217867568921065} {"data_time": 0.013150919003237505, "eta_seconds": 118399.43914569334, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.33661860779454833, "fast_rcnn/fg_cls_accuracy": 0.6157155797101449, "iteration": 60319, "loss_box_reg": 0.24314830848015845, "loss_cls": 0.2183260067831725, "loss_mask": 0.25840310798957944, "loss_rpn_cls": 0.0502699138760363, "loss_rpn_loc": 0.08772672322811559, "loss_sem_seg": 0.3890403597615659, "lr": 0.02, "mask_rcnn/accuracy": 0.9027096191606658, "mask_rcnn/false_negative": 0.09051922687824715, "mask_rcnn/false_positive": 0.10424760945888557, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5623833085010119, "total_loss": 1.2465448599832598} {"data_time": 0.013045540497842012, "eta_seconds": 118367.1139203018, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.33104931877938015, "fast_rcnn/fg_cls_accuracy": 0.6275412580722315, "iteration": 60339, "loss_box_reg": 0.2479125065729022, "loss_cls": 0.23069339198991656, "loss_mask": 0.25507595110684633, "loss_rpn_cls": 0.0506249476748053, "loss_rpn_loc": 0.08957881515379995, "loss_sem_seg": 0.3366606733761728, "lr": 0.02, "mask_rcnn/accuracy": 0.8902927029338454, "mask_rcnn/false_negative": 0.07900155789974159, "mask_rcnn/false_positive": 0.13353442995985526, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5690876000007847, "total_loss": 1.204618799558375} {"data_time": 0.01261689299644786, "eta_seconds": 118355.82263447178, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3615384615384616, "fast_rcnn/fg_cls_accuracy": 0.5959183673469388, "iteration": 60359, "loss_box_reg": 0.23983296239748597, "loss_cls": 0.22984138783067465, "loss_mask": 0.27757108956575394, "loss_rpn_cls": 0.05822207371238619, "loss_rpn_loc": 0.08540610410273075, "loss_sem_seg": 0.37858033645898104, "lr": 0.02, "mask_rcnn/accuracy": 0.8893076827205836, "mask_rcnn/false_negative": 0.08297453008936552, "mask_rcnn/false_positive": 0.12707121560410595, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5656685924986959, "total_loss": 1.2908297568792477} {"data_time": 0.012765910501912003, "eta_seconds": 118345.47411879455, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.4136722173531989, "fast_rcnn/fg_cls_accuracy": 0.5319148936170213, "iteration": 60379, "loss_box_reg": 0.23860217025503516, "loss_cls": 0.23560405150055885, "loss_mask": 0.2752385204657912, "loss_rpn_cls": 0.05022669170284644, "loss_rpn_loc": 0.07285446691093966, "loss_sem_seg": 0.3649120540358126, "lr": 0.02, "mask_rcnn/accuracy": 0.883196913734819, "mask_rcnn/false_negative": 0.10982617601821493, "mask_rcnn/false_positive": 0.1323444474622293, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5694581320021825, "total_loss": 1.2508430466696154} {"data_time": 0.012282223997317487, "eta_seconds": 118257.11455102278, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.3851115129596142, "fast_rcnn/fg_cls_accuracy": 0.5593811718235682, "iteration": 60399, "loss_box_reg": 0.223574198782444, "loss_cls": 0.21491326531395316, "loss_mask": 0.2622489808127284, "loss_rpn_cls": 0.046260477451141924, "loss_rpn_loc": 0.0560474221711047, "loss_sem_seg": 0.36767972726374865, "lr": 0.02, "mask_rcnn/accuracy": 0.8812372913047581, "mask_rcnn/false_negative": 0.08670119863594875, "mask_rcnn/false_positive": 0.13212831717534443, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5495726389999618, "total_loss": 1.137208528292831} {"data_time": 0.013273594500788022, "eta_seconds": 118245.83052904283, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.38803862045703685, "fast_rcnn/fg_cls_accuracy": 0.5417299193738825, "iteration": 60419, "loss_box_reg": 0.26396262971684337, "loss_cls": 0.24355864198878407, "loss_mask": 0.27080306597054005, "loss_rpn_cls": 0.052561871882062405, "loss_rpn_loc": 0.0997694797697477, "loss_sem_seg": 0.32839435432106256, "lr": 0.02, "mask_rcnn/accuracy": 0.8954928978633707, "mask_rcnn/false_negative": 0.10121851933116038, "mask_rcnn/false_positive": 0.12446765838183252, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5851724625026691, "total_loss": 1.287178246631811} {"data_time": 0.012193418500828557, "eta_seconds": 118173.97394828493, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.3573823895755486, "fast_rcnn/fg_cls_accuracy": 0.5543459699453552, "iteration": 60439, "loss_box_reg": 0.255868979729712, "loss_cls": 0.24845662666484714, "loss_mask": 0.26682151947170496, "loss_rpn_cls": 0.05189843938569538, "loss_rpn_loc": 0.08482986752642319, "loss_sem_seg": 0.35703599732369184, "lr": 0.02, "mask_rcnn/accuracy": 0.892709634874358, "mask_rcnn/false_negative": 0.08748497543033802, "mask_rcnn/false_positive": 0.11068867175057558, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5577219105034601, "total_loss": 1.2863507212896366} {"data_time": 0.013626494001073297, "eta_seconds": 118195.51621880269, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.3082579185520362, "fast_rcnn/fg_cls_accuracy": 0.6621352785145889, "iteration": 60459, "loss_box_reg": 0.24286830611526966, "loss_cls": 0.2309716665185988, "loss_mask": 0.2629242427647114, "loss_rpn_cls": 0.047797384147997946, "loss_rpn_loc": 0.08267856552265584, "loss_sem_seg": 0.3756859079003334, "lr": 0.02, "mask_rcnn/accuracy": 0.9021988335898337, "mask_rcnn/false_negative": 0.07925168591679954, "mask_rcnn/false_positive": 0.11249807816864324, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5762083625013474, "total_loss": 1.2709855915454682} {"data_time": 0.012680253999860724, "eta_seconds": 118289.01723989463, "fast_rcnn/cls_accuracy": 0.89892578125, "fast_rcnn/false_negative": 0.39947968722441063, "fast_rcnn/fg_cls_accuracy": 0.5416365975338082, "iteration": 60479, "loss_box_reg": 0.26571323722600937, "loss_cls": 0.25065013975836337, "loss_mask": 0.27038942370563745, "loss_rpn_cls": 0.05160561663797125, "loss_rpn_loc": 0.0828686011955142, "loss_sem_seg": 0.34573871828615665, "lr": 0.02, "mask_rcnn/accuracy": 0.8867136606322943, "mask_rcnn/false_negative": 0.10386139912670247, "mask_rcnn/false_positive": 0.13391642816728636, "roi_head/num_bg_samples": 429.5, "roi_head/num_fg_samples": 82.5, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.575522571500187, "total_loss": 1.2619448997429572} {"data_time": 0.012752478502079612, "eta_seconds": 118277.72586411465, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.3955998339559983, "fast_rcnn/fg_cls_accuracy": 0.5446790742066332, "iteration": 60499, "loss_box_reg": 0.25495095597580075, "loss_cls": 0.2420396595261991, "loss_mask": 0.2760290000587702, "loss_rpn_cls": 0.052705925452755764, "loss_rpn_loc": 0.08339428502949886, "loss_sem_seg": 0.36935610696673393, "lr": 0.02, "mask_rcnn/accuracy": 0.8862816958756986, "mask_rcnn/false_negative": 0.0965177255573693, "mask_rcnn/false_positive": 0.13447996882073665, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5797202620015014, "total_loss": 1.2875714331457857} {"data_time": 0.012715329496131744, "eta_seconds": 118248.7380574497, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.39279503105590063, "fast_rcnn/fg_cls_accuracy": 0.5623958333333333, "iteration": 60519, "loss_box_reg": 0.23913971101865172, "loss_cls": 0.2465951454360038, "loss_mask": 0.24983212258666754, "loss_rpn_cls": 0.05093855911400169, "loss_rpn_loc": 0.09604924526502145, "loss_sem_seg": 0.35576233826577663, "lr": 0.02, "mask_rcnn/accuracy": 0.8964961580224704, "mask_rcnn/false_negative": 0.10512853305906837, "mask_rcnn/false_positive": 0.10704526808639989, "roi_head/num_bg_samples": 460.25, "roi_head/num_fg_samples": 51.75, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.5643737940008577, "total_loss": 1.2177431200980209} {"data_time": 0.012510735999967437, "eta_seconds": 118247.97483361201, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.3884518923848609, "fast_rcnn/fg_cls_accuracy": 0.5823643410852714, "iteration": 60539, "loss_box_reg": 0.2319069067016244, "loss_cls": 0.2287682241294533, "loss_mask": 0.26873781997710466, "loss_rpn_cls": 0.039796992612537, "loss_rpn_loc": 0.07026189500174951, "loss_sem_seg": 0.3560706083662808, "lr": 0.02, "mask_rcnn/accuracy": 0.8756334231110308, "mask_rcnn/false_negative": 0.10006375489427638, "mask_rcnn/false_positive": 0.1353756563041468, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5692370659999142, "total_loss": 1.2089003533619689} {"data_time": 0.01228623549832264, "eta_seconds": 118189.2620925199, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.23800599700149927, "fast_rcnn/fg_cls_accuracy": 0.7097615499254843, "iteration": 60559, "loss_box_reg": 0.26335031306371093, "loss_cls": 0.24445433728396893, "loss_mask": 0.26405176240950823, "loss_rpn_cls": 0.04631926440924872, "loss_rpn_loc": 0.07860824931412935, "loss_sem_seg": 0.3472454333677888, "lr": 0.02, "mask_rcnn/accuracy": 0.8924302514528079, "mask_rcnn/false_negative": 0.08863481971137638, "mask_rcnn/false_positive": 0.13774220188543712, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5582872939958179, "total_loss": 1.2610351287366939} {"data_time": 0.012679492505412782, "eta_seconds": 118127.8279766627, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.3385416666666667, "fast_rcnn/fg_cls_accuracy": 0.6215277777777777, "iteration": 60579, "loss_box_reg": 0.22455153753980994, "loss_cls": 0.20340214855968952, "loss_mask": 0.25318006705492735, "loss_rpn_cls": 0.04328653874108568, "loss_rpn_loc": 0.06559691607253626, "loss_sem_seg": 0.33313168957829475, "lr": 0.02, "mask_rcnn/accuracy": 0.8863735286102115, "mask_rcnn/false_negative": 0.08198059059753365, "mask_rcnn/false_positive": 0.14382410214477798, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.5561117360011849, "total_loss": 1.1290968960602186} {"data_time": 0.014408322498638881, "eta_seconds": 118145.31327448638, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.41120689655172415, "fast_rcnn/fg_cls_accuracy": 0.49324324324324326, "iteration": 60599, "loss_box_reg": 0.25815674162004143, "loss_cls": 0.25686174689326435, "loss_mask": 0.28197164833545685, "loss_rpn_cls": 0.05099972845346201, "loss_rpn_loc": 0.08395937242312357, "loss_sem_seg": 0.360662586055696, "lr": 0.02, "mask_rcnn/accuracy": 0.8850506187612388, "mask_rcnn/false_negative": 0.1082878194259817, "mask_rcnn/false_positive": 0.11969374880480596, "roi_head/num_bg_samples": 426.0, "roi_head/num_fg_samples": 86.0, "rpn/num_neg_anchors": 200.5, "rpn/num_pos_anchors": 55.5, "time": 0.5587024105007004, "total_loss": 1.2832347037037835} {"data_time": 0.01283447899913881, "eta_seconds": 118128.21474686328, "fast_rcnn/cls_accuracy": 0.90234375, "fast_rcnn/false_negative": 0.38663073038073037, "fast_rcnn/fg_cls_accuracy": 0.5916117722056948, "iteration": 60619, "loss_box_reg": 0.25072526652365923, "loss_cls": 0.232956534717232, "loss_mask": 0.2728910120204091, "loss_rpn_cls": 0.0498589095659554, "loss_rpn_loc": 0.08536829327931628, "loss_sem_seg": 0.3549892292357981, "lr": 0.02, "mask_rcnn/accuracy": 0.8720617380544516, "mask_rcnn/false_negative": 0.09722506343566881, "mask_rcnn/false_positive": 0.1432037365951222, "roi_head/num_bg_samples": 424.75, "roi_head/num_fg_samples": 87.25, "rpn/num_neg_anchors": 204.25, "rpn/num_pos_anchors": 51.75, "time": 0.5538928845016926, "total_loss": 1.304245276391157} {"data_time": 0.01278517300306703, "eta_seconds": 118110.921997797, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3271854304635762, "fast_rcnn/fg_cls_accuracy": 0.6225649350649352, "iteration": 60639, "loss_box_reg": 0.26554373279213905, "loss_cls": 0.2549867765046656, "loss_mask": 0.2785489587113261, "loss_rpn_cls": 0.059197488240897655, "loss_rpn_loc": 0.0858048937516287, "loss_sem_seg": 0.40679867193102837, "lr": 0.02, "mask_rcnn/accuracy": 0.8815009188082146, "mask_rcnn/false_negative": 0.09214500459601341, "mask_rcnn/false_positive": 0.1444141204276971, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5650223150005331, "total_loss": 1.3183783771819435} {"data_time": 0.01231428650135058, "eta_seconds": 118132.83127806976, "fast_rcnn/cls_accuracy": 0.912109375, "fast_rcnn/false_negative": 0.38433689024390244, "fast_rcnn/fg_cls_accuracy": 0.5635478138412018, "iteration": 60659, "loss_box_reg": 0.2189291389659047, "loss_cls": 0.22858307848218828, "loss_mask": 0.24931354727596045, "loss_rpn_cls": 0.04307462790166028, "loss_rpn_loc": 0.08146568538359134, "loss_sem_seg": 0.35286095552146435, "lr": 0.02, "mask_rcnn/accuracy": 0.8785575626730293, "mask_rcnn/false_negative": 0.10704942701050069, "mask_rcnn/false_positive": 0.13728386551743904, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5723854205025418, "total_loss": 1.192402109329123} {"data_time": 0.01282716000059736, "eta_seconds": 118150.57636712785, "fast_rcnn/cls_accuracy": 0.90283203125, "fast_rcnn/false_negative": 0.3739874301675977, "fast_rcnn/fg_cls_accuracy": 0.5022513854679803, "iteration": 60679, "loss_box_reg": 0.2602559430524707, "loss_cls": 0.23798190569505095, "loss_mask": 0.27414718829095364, "loss_rpn_cls": 0.05409707297803834, "loss_rpn_loc": 0.08218157496594358, "loss_sem_seg": 0.34579127561300993, "lr": 0.02, "mask_rcnn/accuracy": 0.8644969706632653, "mask_rcnn/false_negative": 0.11016558017633174, "mask_rcnn/false_positive": 0.17270556870062548, "roi_head/num_bg_samples": 429.5, "roi_head/num_fg_samples": 82.5, "rpn/num_neg_anchors": 191.25, "rpn/num_pos_anchors": 64.75, "time": 0.5691621129990381, "total_loss": 1.282026208617026} {"data_time": 0.012542203498014715, "eta_seconds": 118123.99945817352, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.35875187151218185, "fast_rcnn/fg_cls_accuracy": 0.6145463693660294, "iteration": 60699, "loss_box_reg": 0.24864077288657427, "loss_cls": 0.23399046575650573, "loss_mask": 0.2657160945236683, "loss_rpn_cls": 0.048748520464869216, "loss_rpn_loc": 0.08548190732835792, "loss_sem_seg": 0.2894222200848162, "lr": 0.02, "mask_rcnn/accuracy": 0.8722045686006961, "mask_rcnn/false_negative": 0.10369633948635884, "mask_rcnn/false_positive": 0.11918882440168163, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5748449365019042, "total_loss": 1.204584940103814} {"data_time": 0.012818785002309596, "eta_seconds": 118081.15648790044, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.3222857142857143, "fast_rcnn/fg_cls_accuracy": 0.6142857142857143, "iteration": 60719, "loss_box_reg": 0.232471595518291, "loss_cls": 0.2338117826730013, "loss_mask": 0.2639776933938265, "loss_rpn_cls": 0.05114929552655667, "loss_rpn_loc": 0.08162792271468788, "loss_sem_seg": 0.33697012602351606, "lr": 0.02, "mask_rcnn/accuracy": 0.9013390199829932, "mask_rcnn/false_negative": 0.08353838778866554, "mask_rcnn/false_positive": 0.11204387707137434, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5545694450011069, "total_loss": 1.2367719423491508} {"data_time": 0.012991343497560592, "eta_seconds": 118081.68941469995, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.2861187765896286, "fast_rcnn/fg_cls_accuracy": 0.6348084348084349, "iteration": 60739, "loss_box_reg": 0.25246919225901365, "loss_cls": 0.2607970158569515, "loss_mask": 0.26199793815612793, "loss_rpn_cls": 0.04791683977236971, "loss_rpn_loc": 0.08014783513499424, "loss_sem_seg": 0.36707625817507505, "lr": 0.02, "mask_rcnn/accuracy": 0.8856679670840587, "mask_rcnn/false_negative": 0.10018083896324988, "mask_rcnn/false_positive": 0.1273790426163755, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5727642729980289, "total_loss": 1.2887558811780764} {"data_time": 0.01193701949887327, "eta_seconds": 118026.2956134527, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.3762748907236523, "fast_rcnn/fg_cls_accuracy": 0.559908293460925, "iteration": 60759, "loss_box_reg": 0.2381526678800583, "loss_cls": 0.2320307088084519, "loss_mask": 0.27519264724105597, "loss_rpn_cls": 0.051933785987785086, "loss_rpn_loc": 0.08657455368665978, "loss_sem_seg": 0.30644237343221903, "lr": 0.02, "mask_rcnn/accuracy": 0.870027469840994, "mask_rcnn/false_negative": 0.10767803685104349, "mask_rcnn/false_positive": 0.1327971424417463, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5688121839993983, "total_loss": 1.2233660136407707} {"data_time": 0.012127890000556363, "eta_seconds": 118047.30310709056, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.47617319787131107, "fast_rcnn/fg_cls_accuracy": 0.49485119967047675, "iteration": 60779, "loss_box_reg": 0.25103640579618514, "loss_cls": 0.23204351705498993, "loss_mask": 0.2855702415108681, "loss_rpn_cls": 0.05133420001948252, "loss_rpn_loc": 0.0761404445511289, "loss_sem_seg": 0.38775381864979863, "lr": 0.02, "mask_rcnn/accuracy": 0.8780381282316814, "mask_rcnn/false_negative": 0.0950510084402593, "mask_rcnn/false_positive": 0.13193739849502745, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5716134040012548, "total_loss": 1.3070281054242514} {"data_time": 0.011966410500463098, "eta_seconds": 118053.82813783956, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.358043950081389, "fast_rcnn/fg_cls_accuracy": 0.6192010309278351, "iteration": 60799, "loss_box_reg": 0.23844601307064295, "loss_cls": 0.24735089670866728, "loss_mask": 0.2667397018522024, "loss_rpn_cls": 0.04119911347515881, "loss_rpn_loc": 0.07375899562612176, "loss_sem_seg": 0.35974455438554287, "lr": 0.02, "mask_rcnn/accuracy": 0.8673353383231466, "mask_rcnn/false_negative": 0.10185055276551534, "mask_rcnn/false_positive": 0.15258419136776624, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5698520639998605, "total_loss": 1.2505646073259413} {"data_time": 0.012953408000612399, "eta_seconds": 118042.54197494953, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.40021505376344085, "fast_rcnn/fg_cls_accuracy": 0.5675268817204301, "iteration": 60819, "loss_box_reg": 0.2475173370912671, "loss_cls": 0.24218075326643884, "loss_mask": 0.2662161234766245, "loss_rpn_cls": 0.04821221122983843, "loss_rpn_loc": 0.07366564613766968, "loss_sem_seg": 0.32922801468521357, "lr": 0.02, "mask_rcnn/accuracy": 0.8961638452539271, "mask_rcnn/false_negative": 0.08176806989152398, "mask_rcnn/false_positive": 0.12016359020445577, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5617563004961994, "total_loss": 1.2488429627846926} {"data_time": 0.012131218500144314, "eta_seconds": 118031.2558120595, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.3604784604519774, "fast_rcnn/fg_cls_accuracy": 0.613375946969697, "iteration": 60839, "loss_box_reg": 0.253055302426219, "loss_cls": 0.24171358905732632, "loss_mask": 0.2639969699084759, "loss_rpn_cls": 0.051939143289928325, "loss_rpn_loc": 0.0882975027197972, "loss_sem_seg": 0.35197990760207176, "lr": 0.02, "mask_rcnn/accuracy": 0.8676497813411079, "mask_rcnn/false_negative": 0.10962713846381494, "mask_rcnn/false_positive": 0.14494986967260287, "roi_head/num_bg_samples": 430.75, "roi_head/num_fg_samples": 81.25, "rpn/num_neg_anchors": 208.0, "rpn/num_pos_anchors": 48.0, "time": 0.5708593020026456, "total_loss": 1.2439548194524832} {"data_time": 0.012789697502739727, "eta_seconds": 118094.52025872373, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.2931798986486487, "fast_rcnn/fg_cls_accuracy": 0.6631205673758864, "iteration": 60859, "loss_box_reg": 0.2643888152670115, "loss_cls": 0.24140517925843596, "loss_mask": 0.2742782086133957, "loss_rpn_cls": 0.04884762817528099, "loss_rpn_loc": 0.09467298712115735, "loss_sem_seg": 0.36208460200577974, "lr": 0.02, "mask_rcnn/accuracy": 0.9004459116473337, "mask_rcnn/false_negative": 0.09340134769454367, "mask_rcnn/false_positive": 0.11223971492330502, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5724118825019104, "total_loss": 1.2888714025029913} {"data_time": 0.012732569499348756, "eta_seconds": 118083.22696661374, "fast_rcnn/cls_accuracy": 0.9130859375, "fast_rcnn/false_negative": 0.36951754385964913, "fast_rcnn/fg_cls_accuracy": 0.568717827502889, "iteration": 60879, "loss_box_reg": 0.266016180627048, "loss_cls": 0.24902915419079363, "loss_mask": 0.26588934380561113, "loss_rpn_cls": 0.046206561382859945, "loss_rpn_loc": 0.08855344177572988, "loss_sem_seg": 0.3219342092052102, "lr": 0.02, "mask_rcnn/accuracy": 0.8874064238371404, "mask_rcnn/false_negative": 0.1016827435184316, "mask_rcnn/false_positive": 0.1300300922133226, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.565934483496676, "total_loss": 1.2699003654997796} {"data_time": 0.012203447495267028, "eta_seconds": 118044.74238967209, "fast_rcnn/cls_accuracy": 0.91162109375, "fast_rcnn/false_negative": 0.43142234039375016, "fast_rcnn/fg_cls_accuracy": 0.5087818013745429, "iteration": 60899, "loss_box_reg": 0.2371617271564901, "loss_cls": 0.22333619883283973, "loss_mask": 0.2661963012069464, "loss_rpn_cls": 0.04378735886712093, "loss_rpn_loc": 0.08021005542832427, "loss_sem_seg": 0.3398063655477017, "lr": 0.02, "mask_rcnn/accuracy": 0.875090045828665, "mask_rcnn/false_negative": 0.1046137473390163, "mask_rcnn/false_positive": 0.14105439704333442, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 0.5552797549971729, "total_loss": 1.186037426959956} {"data_time": 0.012587970501044765, "eta_seconds": 118085.60214516084, "fast_rcnn/cls_accuracy": 0.9033203125, "fast_rcnn/false_negative": 0.4512672811059908, "fast_rcnn/fg_cls_accuracy": 0.5392089093701997, "iteration": 60919, "loss_box_reg": 0.2553752148523927, "loss_cls": 0.24971286626532674, "loss_mask": 0.26280753035098314, "loss_rpn_cls": 0.04873717809095979, "loss_rpn_loc": 0.09191648371051997, "loss_sem_seg": 0.342801995575428, "lr": 0.02, "mask_rcnn/accuracy": 0.8981607729298615, "mask_rcnn/false_negative": 0.1096745610786075, "mask_rcnn/false_positive": 0.13436826452293077, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5742683860007674, "total_loss": 1.2859741946449503} {"data_time": 0.013170701000490226, "eta_seconds": 118029.31559695501, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.37933247753530164, "fast_rcnn/fg_cls_accuracy": 0.5594339043408854, "iteration": 60939, "loss_box_reg": 0.24090779456309974, "loss_cls": 0.2521918253041804, "loss_mask": 0.27791083231568336, "loss_rpn_cls": 0.05341048358241096, "loss_rpn_loc": 0.08054219800396822, "loss_sem_seg": 0.356390617787838, "lr": 0.02, "mask_rcnn/accuracy": 0.890672193877551, "mask_rcnn/false_negative": 0.09709200773485671, "mask_rcnn/false_positive": 0.1132851120005156, "roi_head/num_bg_samples": 463.75, "roi_head/num_fg_samples": 48.25, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.5495771400019294, "total_loss": 1.3040795736160362} {"data_time": 0.012967791000846773, "eta_seconds": 118063.0107854208, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.2879343629343629, "fast_rcnn/fg_cls_accuracy": 0.6707528957528958, "iteration": 60959, "loss_box_reg": 0.2515867231413722, "loss_cls": 0.22958633757662028, "loss_mask": 0.2700472064316273, "loss_rpn_cls": 0.051841652690200135, "loss_rpn_loc": 0.08207856051740237, "loss_sem_seg": 0.3377665770240128, "lr": 0.02, "mask_rcnn/accuracy": 0.901068376068376, "mask_rcnn/false_negative": 0.09495096230536976, "mask_rcnn/false_positive": 0.13026194271948144, "roi_head/num_bg_samples": 456.75, "roi_head/num_fg_samples": 55.25, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5684384014966781, "total_loss": 1.2388987696322147} {"data_time": 0.0132149089986342, "eta_seconds": 118055.85110890488, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.36317488065622267, "fast_rcnn/fg_cls_accuracy": 0.6039071182078728, "iteration": 60979, "loss_box_reg": 0.23991495184600353, "loss_cls": 0.23143722186796367, "loss_mask": 0.2718160883523524, "loss_rpn_cls": 0.04666804941371083, "loss_rpn_loc": 0.08727536507649347, "loss_sem_seg": 0.39534969301894307, "lr": 0.02, "mask_rcnn/accuracy": 0.8839842812936001, "mask_rcnn/false_negative": 0.09613662074904433, "mask_rcnn/false_positive": 0.12589068201074233, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.5782978805036691, "total_loss": 1.2917442012112588} {"data_time": 0.012976910500583472, "eta_seconds": 118151.04041581662, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.33463427763945897, "fast_rcnn/fg_cls_accuracy": 0.619382964453387, "iteration": 60999, "loss_box_reg": 0.28758369013667107, "loss_cls": 0.2587036923505366, "loss_mask": 0.28383363503962755, "loss_rpn_cls": 0.05164116231026128, "loss_rpn_loc": 0.08152764139231294, "loss_sem_seg": 0.3761963718570769, "lr": 0.02, "mask_rcnn/accuracy": 0.901017725743147, "mask_rcnn/false_negative": 0.0952127223898869, "mask_rcnn/false_positive": 0.11841734228445076, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5666741679997358, "total_loss": 1.3432804131880403} {"data_time": 0.0119852105017344, "eta_seconds": 118161.23902606001, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.38101319710515114, "fast_rcnn/fg_cls_accuracy": 0.5857142857142856, "iteration": 61019, "loss_box_reg": 0.22390731750056148, "loss_cls": 0.21674471866572276, "loss_mask": 0.2620036145672202, "loss_rpn_cls": 0.04350722668459639, "loss_rpn_loc": 0.08008607313968241, "loss_sem_seg": 0.3689488382078707, "lr": 0.02, "mask_rcnn/accuracy": 0.8886609764072818, "mask_rcnn/false_negative": 0.09308125803262954, "mask_rcnn/false_positive": 0.13697476282704163, "roi_head/num_bg_samples": 456.25, "roi_head/num_fg_samples": 55.75, "rpn/num_neg_anchors": 236.5, "rpn/num_pos_anchors": 19.5, "time": 0.5669051299955754, "total_loss": 1.2208303967490792} {"data_time": 0.014273445500293747, "eta_seconds": 118181.2944950948, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.46258403361344536, "fast_rcnn/fg_cls_accuracy": 0.5038025210084034, "iteration": 61039, "loss_box_reg": 0.2566447542048991, "loss_cls": 0.2451823684386909, "loss_mask": 0.27746269665658474, "loss_rpn_cls": 0.05731259813182987, "loss_rpn_loc": 0.09066016165888868, "loss_sem_seg": 0.37492085341364145, "lr": 0.02, "mask_rcnn/accuracy": 0.8761956705759226, "mask_rcnn/false_negative": 0.11701836443673723, "mask_rcnn/false_positive": 0.1308588887004862, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.575031399501313, "total_loss": 1.2292864147748332} {"data_time": 0.014419932500459254, "eta_seconds": 118154.89094249316, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.32165413533834586, "fast_rcnn/fg_cls_accuracy": 0.5710303300624442, "iteration": 61059, "loss_box_reg": 0.23392556747421622, "loss_cls": 0.2342007125262171, "loss_mask": 0.2521670525893569, "loss_rpn_cls": 0.049295200587948784, "loss_rpn_loc": 0.07725942315300927, "loss_sem_seg": 0.36242833686992526, "lr": 0.02, "mask_rcnn/accuracy": 0.8951796275288688, "mask_rcnn/false_negative": 0.08859486857387294, "mask_rcnn/false_positive": 0.12036547717043913, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5653266770023038, "total_loss": 1.1999579339462798} {"data_time": 0.011332131500239484, "eta_seconds": 118188.80922042092, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.40010683760683763, "fast_rcnn/fg_cls_accuracy": 0.5941576698155646, "iteration": 61079, "loss_box_reg": 0.24718464771285653, "loss_cls": 0.23976492346264422, "loss_mask": 0.26737465895712376, "loss_rpn_cls": 0.06068693776614964, "loss_rpn_loc": 0.08192761366080958, "loss_sem_seg": 0.316371759865433, "lr": 0.02, "mask_rcnn/accuracy": 0.8784602010447036, "mask_rcnn/false_negative": 0.10320495425987647, "mask_rcnn/false_positive": 0.14848925572201854, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5676629455010698, "total_loss": 1.234952976097702} {"data_time": 0.012487439998949412, "eta_seconds": 118147.3605185647, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.4326341266639774, "fast_rcnn/fg_cls_accuracy": 0.5507053772234717, "iteration": 61099, "loss_box_reg": 0.2235990061890334, "loss_cls": 0.2048330137040466, "loss_mask": 0.2657298753038049, "loss_rpn_cls": 0.05515018669393612, "loss_rpn_loc": 0.08260271046310663, "loss_sem_seg": 0.34378602309152484, "lr": 0.02, "mask_rcnn/accuracy": 0.8706268846117751, "mask_rcnn/false_negative": 0.10726213170953963, "mask_rcnn/false_positive": 0.16181091679705895, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5659287970011064, "total_loss": 1.1758247521647718} {"data_time": 0.0121566449997772, "eta_seconds": 118120.96129988329, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.40433127082341747, "fast_rcnn/fg_cls_accuracy": 0.5148388197168685, "iteration": 61119, "loss_box_reg": 0.2324537904933095, "loss_cls": 0.24062392953783274, "loss_mask": 0.2721144715324044, "loss_rpn_cls": 0.05068187753204256, "loss_rpn_loc": 0.06298004859127104, "loss_sem_seg": 0.36090962076559663, "lr": 0.02, "mask_rcnn/accuracy": 0.8815372772801873, "mask_rcnn/false_negative": 0.0835143459388549, "mask_rcnn/false_positive": 0.1564849523318431, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.5555602864988032, "total_loss": 1.2562408938538283} {"data_time": 0.01294051450167899, "eta_seconds": 118173.17701462601, "fast_rcnn/cls_accuracy": 0.9091796875, "fast_rcnn/false_negative": 0.3648989898989899, "fast_rcnn/fg_cls_accuracy": 0.5281645569620254, "iteration": 61139, "loss_box_reg": 0.2508254749700427, "loss_cls": 0.22205818793736398, "loss_mask": 0.2788917366415262, "loss_rpn_cls": 0.0437280127662234, "loss_rpn_loc": 0.07842893275665119, "loss_sem_seg": 0.36287741642445326, "lr": 0.02, "mask_rcnn/accuracy": 0.869129981309793, "mask_rcnn/false_negative": 0.10668324070870688, "mask_rcnn/false_positive": 0.1273767466536495, "roi_head/num_bg_samples": 430.25, "roi_head/num_fg_samples": 81.75, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.5638528155031963, "total_loss": 1.2340347993304022} {"data_time": 0.012745693999022478, "eta_seconds": 118166.64444937563, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.3804909560723514, "fast_rcnn/fg_cls_accuracy": 0.596976401179941, "iteration": 61159, "loss_box_reg": 0.24085253849625587, "loss_cls": 0.2366765176411718, "loss_mask": 0.257412008009851, "loss_rpn_cls": 0.04731632518087281, "loss_rpn_loc": 0.08138562447857112, "loss_sem_seg": 0.3394417427480221, "lr": 0.02, "mask_rcnn/accuracy": 0.8813059675195463, "mask_rcnn/false_negative": 0.10257749779015832, "mask_rcnn/false_positive": 0.12823691887339686, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5501464564986236, "total_loss": 1.2375434497953393} {"data_time": 0.013014370000746567, "eta_seconds": 118144.44365049177, "fast_rcnn/cls_accuracy": 0.90625, "fast_rcnn/false_negative": 0.38113604488078545, "fast_rcnn/fg_cls_accuracy": 0.5548734905117885, "iteration": 61179, "loss_box_reg": 0.22933850530534983, "loss_cls": 0.22140030842274427, "loss_mask": 0.2592300805263221, "loss_rpn_cls": 0.044441650330554694, "loss_rpn_loc": 0.07562532607698813, "loss_sem_seg": 0.3422401025891304, "lr": 0.02, "mask_rcnn/accuracy": 0.8890873901465444, "mask_rcnn/false_negative": 0.09203028534270494, "mask_rcnn/false_positive": 0.14454013668024934, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5686150229994382, "total_loss": 1.157138043519808} {"data_time": 0.01264016799905221, "eta_seconds": 118159.59839129927, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.3416666666666667, "fast_rcnn/fg_cls_accuracy": 0.592479674796748, "iteration": 61199, "loss_box_reg": 0.2431390038691461, "loss_cls": 0.23940412187948823, "loss_mask": 0.2768906354904175, "loss_rpn_cls": 0.05089655320625752, "loss_rpn_loc": 0.075568318949081, "loss_sem_seg": 0.3612071336247027, "lr": 0.02, "mask_rcnn/accuracy": 0.8719200579775289, "mask_rcnn/false_negative": 0.1125125894603669, "mask_rcnn/false_positive": 0.14479433088298854, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5679054169995652, "total_loss": 1.2132670385035453} {"data_time": 0.012785468999936711, "eta_seconds": 118132.69518334567, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.2618756042539478, "fast_rcnn/fg_cls_accuracy": 0.7085881587508133, "iteration": 61219, "loss_box_reg": 0.22898787492886186, "loss_cls": 0.22092177713057026, "loss_mask": 0.25538855930790305, "loss_rpn_cls": 0.051880789891583845, "loss_rpn_loc": 0.07809097768040374, "loss_sem_seg": 0.36018379405140877, "lr": 0.02, "mask_rcnn/accuracy": 0.9032363807592002, "mask_rcnn/false_negative": 0.07728829445458311, "mask_rcnn/false_positive": 0.12511548964847194, "roi_head/num_bg_samples": 464.75, "roi_head/num_fg_samples": 47.25, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.560133113500342, "total_loss": 1.2222867190721445} {"data_time": 0.012545616500574397, "eta_seconds": 118121.37876133568, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.40899449590549064, "fast_rcnn/fg_cls_accuracy": 0.49183541676276576, "iteration": 61239, "loss_box_reg": 0.23296830616891384, "loss_cls": 0.2373808897100389, "loss_mask": 0.2631214475259185, "loss_rpn_cls": 0.05210063571576029, "loss_rpn_loc": 0.07049721185467206, "loss_sem_seg": 0.3699512374587357, "lr": 0.02, "mask_rcnn/accuracy": 0.90293760354837, "mask_rcnn/false_negative": 0.08132142843073141, "mask_rcnn/false_positive": 0.11233242429664816, "roi_head/num_bg_samples": 456.5, "roi_head/num_fg_samples": 55.5, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5779274909982632, "total_loss": 1.2663125264225528} {"data_time": 0.015245857004629215, "eta_seconds": 118119.86930432476, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.42952740778688525, "fast_rcnn/fg_cls_accuracy": 0.5094618055555555, "iteration": 61259, "loss_box_reg": 0.23651039856486022, "loss_cls": 0.22192260762676597, "loss_mask": 0.26652970630675554, "loss_rpn_cls": 0.045439545705448836, "loss_rpn_loc": 0.08004082855768502, "loss_sem_seg": 0.3552181515842676, "lr": 0.02, "mask_rcnn/accuracy": 0.8906957018337704, "mask_rcnn/false_negative": 0.10246144377547714, "mask_rcnn/false_positive": 0.12701678007377715, "roi_head/num_bg_samples": 459.75, "roi_head/num_fg_samples": 52.25, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5650269475008827, "total_loss": 1.2519782432354987} {"data_time": 0.011858640998980263, "eta_seconds": 118236.16250091617, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.4498356099379724, "fast_rcnn/fg_cls_accuracy": 0.5280649425482155, "iteration": 61279, "loss_box_reg": 0.23647295543923974, "loss_cls": 0.24527018377557397, "loss_mask": 0.27107550855726004, "loss_rpn_cls": 0.04929543551406823, "loss_rpn_loc": 0.07307924708584324, "loss_sem_seg": 0.35221315268427134, "lr": 0.02, "mask_rcnn/accuracy": 0.8738148843884604, "mask_rcnn/false_negative": 0.11950166978493212, "mask_rcnn/false_positive": 0.1575921882694416, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5770242935032002, "total_loss": 1.2549322241102345} {"data_time": 0.013012776002142346, "eta_seconds": 118140.03331241601, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.40309523809523806, "fast_rcnn/fg_cls_accuracy": 0.526135049161365, "iteration": 61299, "loss_box_reg": 0.2470505335368216, "loss_cls": 0.23454968049190938, "loss_mask": 0.27469990449026227, "loss_rpn_cls": 0.054071145787020214, "loss_rpn_loc": 0.08721051353495568, "loss_sem_seg": 0.34429134987294674, "lr": 0.02, "mask_rcnn/accuracy": 0.8701688040080897, "mask_rcnn/false_negative": 0.0917404355654694, "mask_rcnn/false_positive": 0.15637974232128232, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5662346130011429, "total_loss": 1.2555062674800865} {"data_time": 0.01205406699955347, "eta_seconds": 118175.89618904132, "fast_rcnn/cls_accuracy": 0.904296875, "fast_rcnn/false_negative": 0.365546875, "fast_rcnn/fg_cls_accuracy": 0.5737276785714286, "iteration": 61319, "loss_box_reg": 0.23570702504366636, "loss_cls": 0.23304303595796227, "loss_mask": 0.2666624551638961, "loss_rpn_cls": 0.05050645847222768, "loss_rpn_loc": 0.0887212420348078, "loss_sem_seg": 0.34899828769266605, "lr": 0.02, "mask_rcnn/accuracy": 0.8635240503136561, "mask_rcnn/false_negative": 0.0950094680278113, "mask_rcnn/false_positive": 0.17321393858334597, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5744032584989327, "total_loss": 1.2443644162267447} {"data_time": 0.012877131001005182, "eta_seconds": 118135.85980596818, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.40727124183006536, "fast_rcnn/fg_cls_accuracy": 0.5689162316679095, "iteration": 61339, "loss_box_reg": 0.2378518939949572, "loss_cls": 0.24081029067747295, "loss_mask": 0.271039517596364, "loss_rpn_cls": 0.04688942705979571, "loss_rpn_loc": 0.07451397983822972, "loss_sem_seg": 0.37042116513475776, "lr": 0.02, "mask_rcnn/accuracy": 0.8827549977595933, "mask_rcnn/false_negative": 0.09491158631102789, "mask_rcnn/false_positive": 0.14209729460061338, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5687407474979409, "total_loss": 1.2522009869935573} {"data_time": 0.012356638500932604, "eta_seconds": 118153.24421858133, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.40028097476630464, "fast_rcnn/fg_cls_accuracy": 0.5518457752255947, "iteration": 61359, "loss_box_reg": 0.24612677935510874, "loss_cls": 0.22892846423201263, "loss_mask": 0.2649929402396083, "loss_rpn_cls": 0.037068214383907616, "loss_rpn_loc": 0.08241734222974628, "loss_sem_seg": 0.32246417878195643, "lr": 0.02, "mask_rcnn/accuracy": 0.8713379928943588, "mask_rcnn/false_negative": 0.09827763386132526, "mask_rcnn/false_positive": 0.155838519898938, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.5679047885023465, "total_loss": 1.2029090477735735} {"data_time": 0.014887792498484487, "eta_seconds": 118089.0483513616, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.36523255813953487, "fast_rcnn/fg_cls_accuracy": 0.49275747508305645, "iteration": 61379, "loss_box_reg": 0.23951961193233728, "loss_cls": 0.23683719872497022, "loss_mask": 0.26577548403292894, "loss_rpn_cls": 0.062417825480224565, "loss_rpn_loc": 0.07788132783025503, "loss_sem_seg": 0.36205244716256857, "lr": 0.02, "mask_rcnn/accuracy": 0.900789293329272, "mask_rcnn/false_negative": 0.08416612726487128, "mask_rcnn/false_positive": 0.10715952766117484, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5591272129968274, "total_loss": 1.2789438280742615} {"data_time": 0.01193081499877735, "eta_seconds": 118191.29086209992, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.33094727161250764, "fast_rcnn/fg_cls_accuracy": 0.5952380952380953, "iteration": 61399, "loss_box_reg": 0.23775245482102036, "loss_cls": 0.2431273905094713, "loss_mask": 0.2684910576790571, "loss_rpn_cls": 0.04719369288068265, "loss_rpn_loc": 0.07769263369846158, "loss_sem_seg": 0.3485714311245829, "lr": 0.02, "mask_rcnn/accuracy": 0.8904435153691106, "mask_rcnn/false_negative": 0.11254851206930833, "mask_rcnn/false_positive": 0.12154105011026047, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.5658242969984713, "total_loss": 1.242934182184399} {"data_time": 0.012836499998229556, "eta_seconds": 118035.10132640932, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.3234583154275892, "fast_rcnn/fg_cls_accuracy": 0.6696782893469466, "iteration": 61419, "loss_box_reg": 0.23435795865952969, "loss_cls": 0.2115487118717283, "loss_mask": 0.2552408641204238, "loss_rpn_cls": 0.0447872727381764, "loss_rpn_loc": 0.06634927898994647, "loss_sem_seg": 0.33111780881881714, "lr": 0.02, "mask_rcnn/accuracy": 0.8935804555812472, "mask_rcnn/false_negative": 0.07007529309822794, "mask_rcnn/false_positive": 0.14112598504078142, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 234.5, "rpn/num_pos_anchors": 21.5, "time": 0.5538787209952716, "total_loss": 1.1449485983175691} {"data_time": 0.012153027499152813, "eta_seconds": 118055.08560120183, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.4026709401709402, "fast_rcnn/fg_cls_accuracy": 0.5128621378621379, "iteration": 61439, "loss_box_reg": 0.24403056502342224, "loss_cls": 0.23852793441619724, "loss_mask": 0.2647474054247141, "loss_rpn_cls": 0.0456582541228272, "loss_rpn_loc": 0.07515527179930359, "loss_sem_seg": 0.38287467136979103, "lr": 0.02, "mask_rcnn/accuracy": 0.8633108211233211, "mask_rcnn/false_negative": 0.12465181032400119, "mask_rcnn/false_positive": 0.14071400870407968, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.567861992498365, "total_loss": 1.2754166712984443} {"data_time": 0.012436230997991515, "eta_seconds": 118019.91843889917, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.3394101703665462, "fast_rcnn/fg_cls_accuracy": 0.6564452672992362, "iteration": 61459, "loss_box_reg": 0.2331706597469747, "loss_cls": 0.21605599159374833, "loss_mask": 0.2584277540445328, "loss_rpn_cls": 0.04247987201961223, "loss_rpn_loc": 0.07405604925588705, "loss_sem_seg": 0.3435375737026334, "lr": 0.02, "mask_rcnn/accuracy": 0.9013688262995492, "mask_rcnn/false_negative": 0.09131780347844112, "mask_rcnn/false_positive": 0.10898313707877672, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5697603109983902, "total_loss": 1.190974243087112} {"data_time": 0.013252108001324814, "eta_seconds": 117958.7588066605, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.37614756885413125, "fast_rcnn/fg_cls_accuracy": 0.5598497953672841, "iteration": 61479, "loss_box_reg": 0.24232159182429314, "loss_cls": 0.23410368850454688, "loss_mask": 0.26672204118222, "loss_rpn_cls": 0.05315039266133681, "loss_rpn_loc": 0.08348884966108017, "loss_sem_seg": 0.33867122605443, "lr": 0.02, "mask_rcnn/accuracy": 0.8922290238441173, "mask_rcnn/false_negative": 0.08307754061240144, "mask_rcnn/false_positive": 0.13127452933829153, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 239.25, "rpn/num_pos_anchors": 16.75, "time": 0.5511251389980316, "total_loss": 1.2240194073528983} {"data_time": 0.012882929997431347, "eta_seconds": 117945.18053260565, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.404343135875428, "fast_rcnn/fg_cls_accuracy": 0.5411049431667989, "iteration": 61499, "loss_box_reg": 0.24502015067264438, "loss_cls": 0.24078989354893565, "loss_mask": 0.2653223816305399, "loss_rpn_cls": 0.05516814690781757, "loss_rpn_loc": 0.08546838414622471, "loss_sem_seg": 0.32183009199798107, "lr": 0.02, "mask_rcnn/accuracy": 0.8747809700803398, "mask_rcnn/false_negative": 0.10384948838558003, "mask_rcnn/false_positive": 0.1418259014301686, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5757477469996957, "total_loss": 1.2059933693672065} {"data_time": 0.012501498502388131, "eta_seconds": 117962.94885319588, "fast_rcnn/cls_accuracy": 0.8955078125, "fast_rcnn/false_negative": 0.37985571587125416, "fast_rcnn/fg_cls_accuracy": 0.5755845816587504, "iteration": 61519, "loss_box_reg": 0.2566065303981304, "loss_cls": 0.24485523952171206, "loss_mask": 0.26435469556599855, "loss_rpn_cls": 0.05190863576717675, "loss_rpn_loc": 0.08597904036287218, "loss_sem_seg": 0.3521719081327319, "lr": 0.02, "mask_rcnn/accuracy": 0.8815089373823484, "mask_rcnn/false_negative": 0.11249739720254248, "mask_rcnn/false_positive": 0.12392507154681867, "roi_head/num_bg_samples": 428.0, "roi_head/num_fg_samples": 84.0, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5713417080005456, "total_loss": 1.2394058705831412} {"data_time": 0.013631256995722651, "eta_seconds": 117951.63243118589, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.35615808823529416, "fast_rcnn/fg_cls_accuracy": 0.6002604166666667, "iteration": 61539, "loss_box_reg": 0.2380638960748911, "loss_cls": 0.22217794740572572, "loss_mask": 0.26313489861786366, "loss_rpn_cls": 0.04332450625952333, "loss_rpn_loc": 0.07495595491491258, "loss_sem_seg": 0.38725509122014046, "lr": 0.02, "mask_rcnn/accuracy": 0.8891784252763606, "mask_rcnn/false_negative": 0.10418738027281174, "mask_rcnn/false_positive": 0.11324551150506076, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5748495550033113, "total_loss": 1.197362311067991} {"data_time": 0.013123545002599712, "eta_seconds": 118011.3042390088, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.42696223316912973, "fast_rcnn/fg_cls_accuracy": 0.5199921752738654, "iteration": 61559, "loss_box_reg": 0.23750667669810355, "loss_cls": 0.24391201161779463, "loss_mask": 0.2708428082987666, "loss_rpn_cls": 0.053347066714195535, "loss_rpn_loc": 0.08883220248389989, "loss_sem_seg": 0.36228057462722063, "lr": 0.02, "mask_rcnn/accuracy": 0.8941657218442933, "mask_rcnn/false_negative": 0.08978771356472776, "mask_rcnn/false_positive": 0.133133207974951, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5809725330000219, "total_loss": 1.2447829350276152} {"data_time": 0.012296414999582339, "eta_seconds": 118091.49429028464, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.37709284627092843, "fast_rcnn/fg_cls_accuracy": 0.5807433307433307, "iteration": 61579, "loss_box_reg": 0.23600169364362955, "loss_cls": 0.21546244760975242, "loss_mask": 0.26872697100043297, "loss_rpn_cls": 0.046922488865675405, "loss_rpn_loc": 0.07225064112572, "loss_sem_seg": 0.3600432421080768, "lr": 0.02, "mask_rcnn/accuracy": 0.8983963485567839, "mask_rcnn/false_negative": 0.10307415172032455, "mask_rcnn/false_positive": 0.1023788373546703, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.5664029529980326, "total_loss": 1.26359966887685} {"data_time": 0.013121331001457293, "eta_seconds": 118086.65209171953, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.3940851299060254, "fast_rcnn/fg_cls_accuracy": 0.5869453285901517, "iteration": 61599, "loss_box_reg": 0.24823791114613414, "loss_cls": 0.23700063722208142, "loss_mask": 0.27188792964443564, "loss_rpn_cls": 0.05149566425825469, "loss_rpn_loc": 0.07963376506813802, "loss_sem_seg": 0.37694329023361206, "lr": 0.02, "mask_rcnn/accuracy": 0.8814919020781554, "mask_rcnn/false_negative": 0.10636009326243454, "mask_rcnn/false_positive": 0.12742240117877623, "roi_head/num_bg_samples": 458.25, "roi_head/num_fg_samples": 53.75, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5589994545007357, "total_loss": 1.3136372866865713} {"data_time": 0.012857424495450687, "eta_seconds": 118102.77656764124, "fast_rcnn/cls_accuracy": 0.90283203125, "fast_rcnn/false_negative": 0.48432904411764705, "fast_rcnn/fg_cls_accuracy": 0.45256064690026954, "iteration": 61619, "loss_box_reg": 0.24193567200563848, "loss_cls": 0.23229556111618876, "loss_mask": 0.2658596383407712, "loss_rpn_cls": 0.04632738497457467, "loss_rpn_loc": 0.07872019847854972, "loss_sem_seg": 0.3670785431750119, "lr": 0.02, "mask_rcnn/accuracy": 0.8819736879126651, "mask_rcnn/false_negative": 0.11272500456002846, "mask_rcnn/false_positive": 0.14616704859311613, "roi_head/num_bg_samples": 427.0, "roi_head/num_fg_samples": 85.0, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5699556434992701, "total_loss": 1.2284681205928791} {"data_time": 0.01191214500067872, "eta_seconds": 118063.98681619941, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.3669969512195122, "fast_rcnn/fg_cls_accuracy": 0.6005769735116706, "iteration": 61639, "loss_box_reg": 0.22478905878961086, "loss_cls": 0.22548458818346262, "loss_mask": 0.26204061787575483, "loss_rpn_cls": 0.045734710060060024, "loss_rpn_loc": 0.06900613431935199, "loss_sem_seg": 0.3797915680333972, "lr": 0.02, "mask_rcnn/accuracy": 0.8930659158722073, "mask_rcnn/false_negative": 0.07653587572182696, "mask_rcnn/false_positive": 0.1526556068170409, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5557290404976811, "total_loss": 1.253704634073074} {"data_time": 0.012269692499103257, "eta_seconds": 118052.65417843935, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.34007906203674587, "fast_rcnn/fg_cls_accuracy": 0.6006177940424192, "iteration": 61659, "loss_box_reg": 0.2404213985428214, "loss_cls": 0.2333858530037105, "loss_mask": 0.27279304806143045, "loss_rpn_cls": 0.05154435645090416, "loss_rpn_loc": 0.07063386659137905, "loss_sem_seg": 0.34763465728610754, "lr": 0.02, "mask_rcnn/accuracy": 0.8739549391185045, "mask_rcnn/false_negative": 0.102828212959823, "mask_rcnn/false_positive": 0.148545467156293, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5657939109987637, "total_loss": 1.1986534227908123} {"data_time": 0.012910022502182983, "eta_seconds": 118041.32154067929, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3319386331938633, "fast_rcnn/fg_cls_accuracy": 0.6196445243611466, "iteration": 61679, "loss_box_reg": 0.2414529575034976, "loss_cls": 0.2197997346520424, "loss_mask": 0.27258586790412664, "loss_rpn_cls": 0.045463424117770046, "loss_rpn_loc": 0.08300797262927517, "loss_sem_seg": 0.33717124443501234, "lr": 0.02, "mask_rcnn/accuracy": 0.8893821424457709, "mask_rcnn/false_negative": 0.09664293501264169, "mask_rcnn/false_positive": 0.12936431377901958, "roi_head/num_bg_samples": 433.0, "roi_head/num_fg_samples": 79.0, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.5672304470026575, "total_loss": 1.2013211302109994} {"data_time": 0.012706286001048284, "eta_seconds": 118045.60970769521, "fast_rcnn/cls_accuracy": 0.9072265625, "fast_rcnn/false_negative": 0.3979477230957729, "fast_rcnn/fg_cls_accuracy": 0.5461864406779662, "iteration": 61699, "loss_box_reg": 0.23610325111076236, "loss_cls": 0.22621630039066076, "loss_mask": 0.2696996973827481, "loss_rpn_cls": 0.05246328112843912, "loss_rpn_loc": 0.0860884515568614, "loss_sem_seg": 0.3623924236744642, "lr": 0.02, "mask_rcnn/accuracy": 0.8592838921282799, "mask_rcnn/false_negative": 0.11525675244693226, "mask_rcnn/false_positive": 0.17007331605070164, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.5766782649989182, "total_loss": 1.3071015508030541} {"data_time": 0.012937963001604658, "eta_seconds": 118072.18125344219, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.3274327122153209, "fast_rcnn/fg_cls_accuracy": 0.6030502190765082, "iteration": 61719, "loss_box_reg": 0.2574391420930624, "loss_cls": 0.24263317370787263, "loss_mask": 0.2636635499075055, "loss_rpn_cls": 0.04397274786606431, "loss_rpn_loc": 0.07203157112235203, "loss_sem_seg": 0.36109316954389215, "lr": 0.02, "mask_rcnn/accuracy": 0.8850146338392044, "mask_rcnn/false_negative": 0.09805444055528832, "mask_rcnn/false_positive": 0.1404281636541907, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5706560850012465, "total_loss": 1.2650371287600137} {"data_time": 0.012719037003989797, "eta_seconds": 118054.87867279176, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.36994797919167666, "fast_rcnn/fg_cls_accuracy": 0.5600440379403794, "iteration": 61739, "loss_box_reg": 0.2733933534473181, "loss_cls": 0.24166312906891108, "loss_mask": 0.2691028048284352, "loss_rpn_cls": 0.05202353949425742, "loss_rpn_loc": 0.073876986221876, "loss_sem_seg": 0.33557142061181366, "lr": 0.02, "mask_rcnn/accuracy": 0.8918948194363163, "mask_rcnn/false_negative": 0.09343322568593085, "mask_rcnn/false_positive": 0.13511156673256772, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5674020615006157, "total_loss": 1.245629215205554} {"data_time": 0.012690787996689323, "eta_seconds": 118031.87434927015, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.3678513071895425, "fast_rcnn/fg_cls_accuracy": 0.5984905189620758, "iteration": 61759, "loss_box_reg": 0.2630912382155657, "loss_cls": 0.24200186599045992, "loss_mask": 0.2616720302030444, "loss_rpn_cls": 0.04400763110606931, "loss_rpn_loc": 0.07545897620730102, "loss_sem_seg": 0.35640267049893737, "lr": 0.02, "mask_rcnn/accuracy": 0.8998281352668909, "mask_rcnn/false_negative": 0.09166801978226355, "mask_rcnn/false_positive": 0.11250849167960303, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5620292509993305, "total_loss": 1.260804774618009} {"data_time": 0.012524195000878535, "eta_seconds": 118020.53826518015, "fast_rcnn/cls_accuracy": 0.91162109375, "fast_rcnn/false_negative": 0.4018348623853211, "fast_rcnn/fg_cls_accuracy": 0.5638288080994017, "iteration": 61779, "loss_box_reg": 0.2682800069451332, "loss_cls": 0.2633711714297533, "loss_mask": 0.27567674219608307, "loss_rpn_cls": 0.04983763990458101, "loss_rpn_loc": 0.08163771982071921, "loss_sem_seg": 0.34247575933113694, "lr": 0.02, "mask_rcnn/accuracy": 0.8719039110536042, "mask_rcnn/false_negative": 0.10881164299405802, "mask_rcnn/false_positive": 0.14355260414676033, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 208.0, "rpn/num_pos_anchors": 48.0, "time": 0.571009862502251, "total_loss": 1.282663648511516} {"data_time": 0.012933628004248021, "eta_seconds": 118000.75911028104, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.44999999999999996, "fast_rcnn/fg_cls_accuracy": 0.5336139169472502, "iteration": 61799, "loss_box_reg": 0.25897303235251456, "loss_cls": 0.24813708988949656, "loss_mask": 0.26691771810874343, "loss_rpn_cls": 0.05238671961706132, "loss_rpn_loc": 0.08741477466537617, "loss_sem_seg": 0.3158632395789027, "lr": 0.02, "mask_rcnn/accuracy": 0.8751115076180285, "mask_rcnn/false_negative": 0.10088510875194112, "mask_rcnn/false_positive": 0.13737048808177782, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.567493705500965, "total_loss": 1.2400026007089764} {"data_time": 0.013487861000612611, "eta_seconds": 117997.86609700015, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.37626378676470584, "fast_rcnn/fg_cls_accuracy": 0.6021952259164536, "iteration": 61819, "loss_box_reg": 0.24300042307004333, "loss_cls": 0.23764533107168972, "loss_mask": 0.25862291269004345, "loss_rpn_cls": 0.04659125511534512, "loss_rpn_loc": 0.08071105348062702, "loss_sem_seg": 0.3227446526288986, "lr": 0.02, "mask_rcnn/accuracy": 0.8857942506146481, "mask_rcnn/false_negative": 0.08204711034659326, "mask_rcnn/false_positive": 0.15461068713592874, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5648045130001265, "total_loss": 1.2271962937084027} {"data_time": 0.012481016001402168, "eta_seconds": 117986.53001291015, "fast_rcnn/cls_accuracy": 0.9140625, "fast_rcnn/false_negative": 0.41955266955266957, "fast_rcnn/fg_cls_accuracy": 0.5236924993942751, "iteration": 61839, "loss_box_reg": 0.24473687796853483, "loss_cls": 0.2615700785536319, "loss_mask": 0.2514504645951092, "loss_rpn_cls": 0.050330429745372385, "loss_rpn_loc": 0.08160396874882281, "loss_sem_seg": 0.3837857535108924, "lr": 0.02, "mask_rcnn/accuracy": 0.8734332837726649, "mask_rcnn/false_negative": 0.0972365354257326, "mask_rcnn/false_positive": 0.13795886982277378, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5735781629991834, "total_loss": 1.2806483484309865} {"data_time": 0.011824760502349818, "eta_seconds": 117975.19392882015, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.4038636363636363, "fast_rcnn/fg_cls_accuracy": 0.5759925558312655, "iteration": 61859, "loss_box_reg": 0.24644570192322135, "loss_cls": 0.24294866900891066, "loss_mask": 0.2647607009857893, "loss_rpn_cls": 0.04501673695631325, "loss_rpn_loc": 0.08604715712135658, "loss_sem_seg": 0.35315278777852654, "lr": 0.02, "mask_rcnn/accuracy": 0.879806357393821, "mask_rcnn/false_negative": 0.10195571054016334, "mask_rcnn/false_positive": 0.15456338998135305, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 203.25, "rpn/num_pos_anchors": 52.75, "time": 0.57007225399866, "total_loss": 1.2370949398900848} {"data_time": 0.012637416999496054, "eta_seconds": 117971.92253356036, "fast_rcnn/cls_accuracy": 0.9111328125, "fast_rcnn/false_negative": 0.44098379496609585, "fast_rcnn/fg_cls_accuracy": 0.5305746249682177, "iteration": 61879, "loss_box_reg": 0.24454013584181666, "loss_cls": 0.24269465589895844, "loss_mask": 0.26170340180397034, "loss_rpn_cls": 0.05330761428922415, "loss_rpn_loc": 0.08348118318826891, "loss_sem_seg": 0.36425028438679874, "lr": 0.02, "mask_rcnn/accuracy": 0.8853779293294148, "mask_rcnn/false_negative": 0.10965119896756223, "mask_rcnn/false_positive": 0.14291087723397622, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.5645077350018255, "total_loss": 1.2667366097157355} {"data_time": 0.012753178001730703, "eta_seconds": 117952.52176064016, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.35045648204503954, "fast_rcnn/fg_cls_accuracy": 0.6146277135321566, "iteration": 61899, "loss_box_reg": 0.22828577877953649, "loss_cls": 0.2282881059218198, "loss_mask": 0.26587994024157524, "loss_rpn_cls": 0.04971830124850385, "loss_rpn_loc": 0.0752440100768581, "loss_sem_seg": 0.3440568051300943, "lr": 0.02, "mask_rcnn/accuracy": 0.8981820259917328, "mask_rcnn/false_negative": 0.0780672296470395, "mask_rcnn/false_positive": 0.1223350879674732, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5605907169992861, "total_loss": 1.1963323815652984} {"data_time": 0.012564210999698844, "eta_seconds": 117941.18567655016, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.37630208333333337, "fast_rcnn/fg_cls_accuracy": 0.5321456487754039, "iteration": 61919, "loss_box_reg": 0.2472962929168716, "loss_cls": 0.23360943386796862, "loss_mask": 0.2635082434862852, "loss_rpn_cls": 0.04725182303809561, "loss_rpn_loc": 0.07811085568391718, "loss_sem_seg": 0.3103110585361719, "lr": 0.02, "mask_rcnn/accuracy": 0.8849359329277775, "mask_rcnn/false_negative": 0.09374454927823588, "mask_rcnn/false_positive": 0.12841495364105712, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.568831954500638, "total_loss": 1.1814721791888587} {"data_time": 0.012666173501202138, "eta_seconds": 117962.10716197942, "fast_rcnn/cls_accuracy": 0.90673828125, "fast_rcnn/false_negative": 0.37786306797078123, "fast_rcnn/fg_cls_accuracy": 0.5187147378560617, "iteration": 61939, "loss_box_reg": 0.24838403891772032, "loss_cls": 0.2324049340095371, "loss_mask": 0.2628609947860241, "loss_rpn_cls": 0.043567294836975634, "loss_rpn_loc": 0.07096084908698685, "loss_sem_seg": 0.3420301377773285, "lr": 0.02, "mask_rcnn/accuracy": 0.8747859407788581, "mask_rcnn/false_negative": 0.08642865150071577, "mask_rcnn/false_positive": 0.14827186341293985, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.5722055085025204, "total_loss": 1.2136679507530062} {"data_time": 0.013646016501297709, "eta_seconds": 117940.03087724265, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.37424242424242427, "fast_rcnn/fg_cls_accuracy": 0.5672240802675586, "iteration": 61959, "loss_box_reg": 0.25865429593250155, "loss_cls": 0.24342913087457418, "loss_mask": 0.26702462695539, "loss_rpn_cls": 0.05054383852984756, "loss_rpn_loc": 0.07588788185967132, "loss_sem_seg": 0.3392493352293968, "lr": 0.02, "mask_rcnn/accuracy": 0.8791468841635015, "mask_rcnn/false_negative": 0.09131360672531372, "mask_rcnn/false_positive": 0.132993380550522, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5520182284999464, "total_loss": 1.2329741905850824} {"data_time": 0.013171871498343535, "eta_seconds": 117921.19616747083, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3742019970535276, "fast_rcnn/fg_cls_accuracy": 0.5938230229984012, "iteration": 61979, "loss_box_reg": 0.2271407088264823, "loss_cls": 0.22792737232521176, "loss_mask": 0.26840784307569265, "loss_rpn_cls": 0.04782640846678987, "loss_rpn_loc": 0.08111998134700116, "loss_sem_seg": 0.37800994515419006, "lr": 0.02, "mask_rcnn/accuracy": 0.8890525709625088, "mask_rcnn/false_negative": 0.08508350509231136, "mask_rcnn/false_positive": 0.12732732076541184, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5686613124998985, "total_loss": 1.21868299174821} {"data_time": 0.013146971501555527, "eta_seconds": 117895.84134019016, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.38139880952380956, "fast_rcnn/fg_cls_accuracy": 0.5629008202833706, "iteration": 61999, "loss_box_reg": 0.23548265034332871, "loss_cls": 0.2298792959190905, "loss_mask": 0.2702292874455452, "loss_rpn_cls": 0.05041236092802137, "loss_rpn_loc": 0.0898652982286876, "loss_sem_seg": 0.3283347226679325, "lr": 0.02, "mask_rcnn/accuracy": 0.8801444366920557, "mask_rcnn/false_negative": 0.10627883253065862, "mask_rcnn/false_positive": 0.13882041904550496, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.5577125005002017, "total_loss": 1.2786725360783748} {"data_time": 0.012850428000092506, "eta_seconds": 117829.05336153923, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.43487394957983194, "fast_rcnn/fg_cls_accuracy": 0.5363224637681159, "iteration": 62019, "loss_box_reg": 0.23390210280194879, "loss_cls": 0.22333584818989038, "loss_mask": 0.2612182507291436, "loss_rpn_cls": 0.04648278697277419, "loss_rpn_loc": 0.08165423374157399, "loss_sem_seg": 0.36584409745410085, "lr": 0.02, "mask_rcnn/accuracy": 0.8809948979591837, "mask_rcnn/false_negative": 0.11157380273381357, "mask_rcnn/false_positive": 0.16453310718280306, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5541929379978683, "total_loss": 1.209582885610871} {"data_time": 0.012502517500251997, "eta_seconds": 117779.871524472, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.3761904761904762, "fast_rcnn/fg_cls_accuracy": 0.5760653409090909, "iteration": 62039, "loss_box_reg": 0.23899717396125197, "loss_cls": 0.23913829331286252, "loss_mask": 0.2740998091176152, "loss_rpn_cls": 0.04895123952883296, "loss_rpn_loc": 0.07197866574279033, "loss_sem_seg": 0.3767593912780285, "lr": 0.02, "mask_rcnn/accuracy": 0.8978719930000987, "mask_rcnn/false_negative": 0.09723133048978308, "mask_rcnn/false_positive": 0.10381574781588629, "roi_head/num_bg_samples": 456.75, "roi_head/num_fg_samples": 55.25, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5659146970028814, "total_loss": 1.2759979041293263} {"data_time": 0.01219522099927417, "eta_seconds": 117739.93308247071, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.3807518069836099, "fast_rcnn/fg_cls_accuracy": 0.5725101161728234, "iteration": 62059, "loss_box_reg": 0.2582504912279546, "loss_cls": 0.24705117847770452, "loss_mask": 0.26606418192386627, "loss_rpn_cls": 0.0516061975104094, "loss_rpn_loc": 0.06710644590202719, "loss_sem_seg": 0.34845522698014975, "lr": 0.02, "mask_rcnn/accuracy": 0.894396486557864, "mask_rcnn/false_negative": 0.09334594223547207, "mask_rcnn/false_positive": 0.12617194540648063, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5619182429982175, "total_loss": 1.2276357119153545} {"data_time": 0.013047141503193416, "eta_seconds": 117757.21730151202, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3649372108393919, "fast_rcnn/fg_cls_accuracy": 0.6058823529411765, "iteration": 62079, "loss_box_reg": 0.2439879656303674, "loss_cls": 0.23388931737281382, "loss_mask": 0.27579629328101873, "loss_rpn_cls": 0.045872538787079975, "loss_rpn_loc": 0.08552711270749569, "loss_sem_seg": 0.35922571644186974, "lr": 0.02, "mask_rcnn/accuracy": 0.8898480547379581, "mask_rcnn/false_negative": 0.08859314817696373, "mask_rcnn/false_positive": 0.12854345898098773, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5778566644985403, "total_loss": 1.2492756324645597} {"data_time": 0.012350827000773279, "eta_seconds": 117829.38603808341, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.3707298136645963, "fast_rcnn/fg_cls_accuracy": 0.603936943559585, "iteration": 62099, "loss_box_reg": 0.23892295872792602, "loss_cls": 0.22879075584933162, "loss_mask": 0.276857181917876, "loss_rpn_cls": 0.050251892738742754, "loss_rpn_loc": 0.07400873262668028, "loss_sem_seg": 0.35836960934102535, "lr": 0.02, "mask_rcnn/accuracy": 0.8764451383109544, "mask_rcnn/false_negative": 0.09232690906088738, "mask_rcnn/false_positive": 0.14141139039189743, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.579019282497029, "total_loss": 1.203315160033526} {"data_time": 0.013047393997112522, "eta_seconds": 117827.82483565017, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.32307659134034844, "fast_rcnn/fg_cls_accuracy": 0.598715651135006, "iteration": 62119, "loss_box_reg": 0.23410846712067723, "loss_cls": 0.22120381193235517, "loss_mask": 0.2643376113846898, "loss_rpn_cls": 0.04506557167042047, "loss_rpn_loc": 0.0757606090628542, "loss_sem_seg": 0.35961577109992504, "lr": 0.02, "mask_rcnn/accuracy": 0.8935283317872604, "mask_rcnn/false_negative": 0.09782535475813842, "mask_rcnn/false_positive": 0.114059450391646, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5605245895021653, "total_loss": 1.2086423042346723} {"data_time": 0.012209673001052579, "eta_seconds": 117789.13517903465, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.291053063589397, "fast_rcnn/fg_cls_accuracy": 0.6092777595807402, "iteration": 62139, "loss_box_reg": 0.24871098902076483, "loss_cls": 0.23699019593186677, "loss_mask": 0.26324930880218744, "loss_rpn_cls": 0.042476059461478144, "loss_rpn_loc": 0.07552230602595955, "loss_sem_seg": 0.3585083205252886, "lr": 0.02, "mask_rcnn/accuracy": 0.8886241610738255, "mask_rcnn/false_negative": 0.11527862020407768, "mask_rcnn/false_positive": 0.12448124977284752, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.5563580550006009, "total_loss": 1.2701698679011315} {"data_time": 0.014247191000322346, "eta_seconds": 117837.37612840929, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.48095876634260815, "fast_rcnn/fg_cls_accuracy": 0.49231495072342213, "iteration": 62159, "loss_box_reg": 0.2517817495390773, "loss_cls": 0.2444665611255914, "loss_mask": 0.27132908906787634, "loss_rpn_cls": 0.05767158803064376, "loss_rpn_loc": 0.08731904905289412, "loss_sem_seg": 0.36929146479815245, "lr": 0.02, "mask_rcnn/accuracy": 0.8579454095169907, "mask_rcnn/false_negative": 0.10633346814348132, "mask_rcnn/false_positive": 0.13956198792461097, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.5837590480005019, "total_loss": 1.2664401377551258} {"data_time": 0.012705034994723974, "eta_seconds": 117951.21615657295, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.2882224462365591, "fast_rcnn/fg_cls_accuracy": 0.6417867764813543, "iteration": 62179, "loss_box_reg": 0.26389587949961424, "loss_cls": 0.23610284179449081, "loss_mask": 0.27295112796127796, "loss_rpn_cls": 0.05336356197949499, "loss_rpn_loc": 0.0910650342120789, "loss_sem_seg": 0.3629094730131328, "lr": 0.02, "mask_rcnn/accuracy": 0.8943163716149198, "mask_rcnn/false_negative": 0.09741371888120656, "mask_rcnn/false_positive": 0.11804094798074594, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5771298424988345, "total_loss": 1.3211014130502008} {"data_time": 0.013628347998746904, "eta_seconds": 117906.59099752737, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.44718049741442994, "fast_rcnn/fg_cls_accuracy": 0.5310697115384615, "iteration": 62199, "loss_box_reg": 0.23280539363622665, "loss_cls": 0.22376624960452318, "loss_mask": 0.26449104491621256, "loss_rpn_cls": 0.049307245477393735, "loss_rpn_loc": 0.07440506940474734, "loss_sem_seg": 0.3439194820821285, "lr": 0.02, "mask_rcnn/accuracy": 0.891663285719389, "mask_rcnn/false_negative": 0.08732457681647418, "mask_rcnn/false_positive": 0.11191499318789994, "roi_head/num_bg_samples": 460.75, "roi_head/num_fg_samples": 51.25, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5656593980020261, "total_loss": 1.2269922016348573} {"data_time": 0.012385788999381475, "eta_seconds": 117895.24296830734, "fast_rcnn/cls_accuracy": 0.90283203125, "fast_rcnn/false_negative": 0.41586674195369844, "fast_rcnn/fg_cls_accuracy": 0.5339879940317152, "iteration": 62219, "loss_box_reg": 0.24891494220355526, "loss_cls": 0.23472512420266867, "loss_mask": 0.27206052280962467, "loss_rpn_cls": 0.052526709041558206, "loss_rpn_loc": 0.08194061688845977, "loss_sem_seg": 0.34753714222460985, "lr": 0.02, "mask_rcnn/accuracy": 0.8709794291314374, "mask_rcnn/false_negative": 0.11879599228870291, "mask_rcnn/false_positive": 0.1580360843509575, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5666674800013425, "total_loss": 1.2706798663712107} {"data_time": 0.012566656001581578, "eta_seconds": 117917.16246147286, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.3700809248554913, "fast_rcnn/fg_cls_accuracy": 0.5681832307787931, "iteration": 62239, "loss_box_reg": 0.23824159568175673, "loss_cls": 0.22480250825174153, "loss_mask": 0.27087985444813967, "loss_rpn_cls": 0.05404923751484603, "loss_rpn_loc": 0.07992396224290133, "loss_sem_seg": 0.3660172747913748, "lr": 0.02, "mask_rcnn/accuracy": 0.884219717795542, "mask_rcnn/false_negative": 0.10501759068461503, "mask_rcnn/false_positive": 0.1267527604063423, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.568651214503916, "total_loss": 1.2740097828500438} {"data_time": 0.012909012999443803, "eta_seconds": 117929.62717702764, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.4175933075933076, "fast_rcnn/fg_cls_accuracy": 0.5577777777777778, "iteration": 62259, "loss_box_reg": 0.2590639325790107, "loss_cls": 0.23939472739584744, "loss_mask": 0.2768049221485853, "loss_rpn_cls": 0.04661703694728203, "loss_rpn_loc": 0.0731073766364716, "loss_sem_seg": 0.33924576453864574, "lr": 0.02, "mask_rcnn/accuracy": 0.8840180588045495, "mask_rcnn/false_negative": 0.10150112227989619, "mask_rcnn/false_positive": 0.12856739500923556, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5644000735010195, "total_loss": 1.2328076537232846} {"data_time": 0.012603255996509688, "eta_seconds": 117784.86951393646, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.4401901901901902, "fast_rcnn/fg_cls_accuracy": 0.5446393762183236, "iteration": 62279, "loss_box_reg": 0.2511125640012324, "loss_cls": 0.24266239837743342, "loss_mask": 0.2657031426206231, "loss_rpn_cls": 0.04752548644319177, "loss_rpn_loc": 0.07057904312387109, "loss_sem_seg": 0.34788030479103327, "lr": 0.02, "mask_rcnn/accuracy": 0.8842182296053598, "mask_rcnn/false_negative": 0.10026286734371417, "mask_rcnn/false_positive": 0.13066495690482355, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5565788019994216, "total_loss": 1.262413792370353} {"data_time": 0.012907926000480074, "eta_seconds": 117896.58710735421, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.36680406441717794, "fast_rcnn/fg_cls_accuracy": 0.6145833333333333, "iteration": 62299, "loss_box_reg": 0.22492321021854877, "loss_cls": 0.21431455109268427, "loss_mask": 0.2626883629709482, "loss_rpn_cls": 0.04733583063352853, "loss_rpn_loc": 0.07417709723813459, "loss_sem_seg": 0.3263587071560323, "lr": 0.02, "mask_rcnn/accuracy": 0.8944685162772495, "mask_rcnn/false_negative": 0.0826758650461514, "mask_rcnn/false_positive": 0.13038059168841942, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5750987010032986, "total_loss": 1.1557868930976838} {"data_time": 0.011801914995885454, "eta_seconds": 117895.56660337765, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.36932287365813377, "fast_rcnn/fg_cls_accuracy": 0.580895008605852, "iteration": 62319, "loss_box_reg": 0.2290608985349536, "loss_cls": 0.22792058857157826, "loss_mask": 0.2695138272829354, "loss_rpn_cls": 0.04763164301402867, "loss_rpn_loc": 0.0729866020847112, "loss_sem_seg": 0.3281544763594866, "lr": 0.02, "mask_rcnn/accuracy": 0.8894515836480121, "mask_rcnn/false_negative": 0.0900035776143708, "mask_rcnn/false_positive": 0.11945114778888485, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.574061208000785, "total_loss": 1.1886543258151505} {"data_time": 0.01317124199704267, "eta_seconds": 117873.88204823415, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.33041689905186833, "fast_rcnn/fg_cls_accuracy": 0.5842465753424657, "iteration": 62339, "loss_box_reg": 0.231368767330423, "loss_cls": 0.22995956614613533, "loss_mask": 0.2731749755330384, "loss_rpn_cls": 0.048053370584966615, "loss_rpn_loc": 0.07151757134124637, "loss_sem_seg": 0.33698691707104445, "lr": 0.02, "mask_rcnn/accuracy": 0.8797368788912665, "mask_rcnn/false_negative": 0.10945000211027092, "mask_rcnn/false_positive": 0.13228751517596138, "roi_head/num_bg_samples": 464.0, "roi_head/num_fg_samples": 48.0, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5639611890001106, "total_loss": 1.2011704981414368} {"data_time": 0.01276029499786091, "eta_seconds": 117849.0550712727, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.24974827521909376, "fast_rcnn/fg_cls_accuracy": 0.705945945945946, "iteration": 62359, "loss_box_reg": 0.25056756543926895, "loss_cls": 0.23024226585403085, "loss_mask": 0.27037484385073185, "loss_rpn_cls": 0.05693568446440622, "loss_rpn_loc": 0.07354895366006531, "loss_sem_seg": 0.3435549717396498, "lr": 0.02, "mask_rcnn/accuracy": 0.9016838946561283, "mask_rcnn/false_negative": 0.07446456885245167, "mask_rcnn/false_positive": 0.10089667772851396, "roi_head/num_bg_samples": 460.75, "roi_head/num_fg_samples": 51.25, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5732277170027373, "total_loss": 1.2486664279131219} {"data_time": 0.012753201503073797, "eta_seconds": 117728.16611393649, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.3741308983035135, "fast_rcnn/fg_cls_accuracy": 0.5717243419106772, "iteration": 62379, "loss_box_reg": 0.2301269529853016, "loss_cls": 0.21811992209404707, "loss_mask": 0.2636374505236745, "loss_rpn_cls": 0.04977361034252681, "loss_rpn_loc": 0.08532830874901265, "loss_sem_seg": 0.3240184895694256, "lr": 0.02, "mask_rcnn/accuracy": 0.8887807078845776, "mask_rcnn/false_negative": 0.0965687187377204, "mask_rcnn/false_positive": 0.13221394610803688, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.5572018770035356, "total_loss": 1.1942235413298476} {"data_time": 0.012106643996958155, "eta_seconds": 117708.31036727088, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.4039039039039039, "fast_rcnn/fg_cls_accuracy": 0.5855405405405405, "iteration": 62399, "loss_box_reg": 0.23026683600619435, "loss_cls": 0.2280334080569446, "loss_mask": 0.26184642827138305, "loss_rpn_cls": 0.04778969584731385, "loss_rpn_loc": 0.07861089328071102, "loss_sem_seg": 0.35342105757445097, "lr": 0.02, "mask_rcnn/accuracy": 0.8786223691263038, "mask_rcnn/false_negative": 0.11452749075788721, "mask_rcnn/false_positive": 0.11436431015426368, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5601765819992579, "total_loss": 1.2424699138500728} {"data_time": 0.012249573999724817, "eta_seconds": 117705.4847539365, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.3346946022727273, "fast_rcnn/fg_cls_accuracy": 0.626384871473012, "iteration": 62419, "loss_box_reg": 0.25479141995310783, "loss_cls": 0.24136332399211824, "loss_mask": 0.2743369620293379, "loss_rpn_cls": 0.047842604108154774, "loss_rpn_loc": 0.08493377603008412, "loss_sem_seg": 0.33467678911983967, "lr": 0.02, "mask_rcnn/accuracy": 0.8763427564903512, "mask_rcnn/false_negative": 0.09687449754693823, "mask_rcnn/false_positive": 0.14839516010450532, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.5554621615010547, "total_loss": 1.2556198482052423} {"data_time": 0.012804653997591231, "eta_seconds": 117654.49047904018, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.3507025761124122, "fast_rcnn/fg_cls_accuracy": 0.5796650055370985, "iteration": 62439, "loss_box_reg": 0.24265502952039242, "loss_cls": 0.23722325963899493, "loss_mask": 0.27225116128101945, "loss_rpn_cls": 0.05531132410396822, "loss_rpn_loc": 0.08357457455713302, "loss_sem_seg": 0.338368053548038, "lr": 0.02, "mask_rcnn/accuracy": 0.8728147915010159, "mask_rcnn/false_negative": 0.09710404953207759, "mask_rcnn/false_positive": 0.1423904791011218, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5632442850037478, "total_loss": 1.2467679073452018} {"data_time": 0.012539394498162437, "eta_seconds": 117631.78006154978, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.4040756815407568, "fast_rcnn/fg_cls_accuracy": 0.5660750507099391, "iteration": 62459, "loss_box_reg": 0.24759892001748085, "loss_cls": 0.24168323958292603, "loss_mask": 0.28032693453133106, "loss_rpn_cls": 0.05559986620210111, "loss_rpn_loc": 0.09200553281698376, "loss_sem_seg": 0.3034831811673939, "lr": 0.02, "mask_rcnn/accuracy": 0.895638165980678, "mask_rcnn/false_negative": 0.08927783937840601, "mask_rcnn/false_positive": 0.13920021260177967, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5614759015006712, "total_loss": 1.2192753530689515} {"data_time": 0.012816484002541984, "eta_seconds": 117631.81676086017, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3592209298775834, "fast_rcnn/fg_cls_accuracy": 0.5450750548153145, "iteration": 62479, "loss_box_reg": 0.23160940501838923, "loss_cls": 0.2286486702505499, "loss_mask": 0.26665192376822233, "loss_rpn_cls": 0.05225745803909376, "loss_rpn_loc": 0.07494909432716668, "loss_sem_seg": 0.33882925286889076, "lr": 0.02, "mask_rcnn/accuracy": 0.9014298612703509, "mask_rcnn/false_negative": 0.09884347208451962, "mask_rcnn/false_positive": 0.11840112000260156, "roi_head/num_bg_samples": 457.75, "roi_head/num_fg_samples": 54.25, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5593025050002325, "total_loss": 1.2236981974565424} {"data_time": 0.012348849999398226, "eta_seconds": 117542.91945108006, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.3343294579990175, "fast_rcnn/fg_cls_accuracy": 0.5901900602054067, "iteration": 62499, "loss_box_reg": 0.2358502009883523, "loss_cls": 0.2072304249741137, "loss_mask": 0.2755451975390315, "loss_rpn_cls": 0.047865508880931884, "loss_rpn_loc": 0.0649230464186985, "loss_sem_seg": 0.3628020426258445, "lr": 0.02, "mask_rcnn/accuracy": 0.8756861819573788, "mask_rcnn/false_negative": 0.10790611600804242, "mask_rcnn/false_positive": 0.12925578205999494, "roi_head/num_bg_samples": 458.25, "roi_head/num_fg_samples": 53.75, "rpn/num_neg_anchors": 235.5, "rpn/num_pos_anchors": 20.5, "time": 0.5638524385030905, "total_loss": 1.2238876007613726} {"data_time": 0.012815811001928523, "eta_seconds": 117483.42968192283, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.40997181113460185, "fast_rcnn/fg_cls_accuracy": 0.56640625, "iteration": 62519, "loss_box_reg": 0.23404833022505045, "loss_cls": 0.20616015582345426, "loss_mask": 0.2617681259289384, "loss_rpn_cls": 0.0506529732956551, "loss_rpn_loc": 0.08628227922599763, "loss_sem_seg": 0.3644343940541148, "lr": 0.02, "mask_rcnn/accuracy": 0.8743463514468776, "mask_rcnn/false_negative": 0.10382822426235666, "mask_rcnn/false_positive": 0.13498909646561574, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.556259486500494, "total_loss": 1.2285408444295172} {"data_time": 0.013074965503619751, "eta_seconds": 117431.29290266507, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.45469639468690703, "fast_rcnn/fg_cls_accuracy": 0.4946236559139785, "iteration": 62539, "loss_box_reg": 0.25724247889593244, "loss_cls": 0.23681905423291028, "loss_mask": 0.26689026318490505, "loss_rpn_cls": 0.048738386831246316, "loss_rpn_loc": 0.07467742299195379, "loss_sem_seg": 0.36857356410473585, "lr": 0.02, "mask_rcnn/accuracy": 0.87236803901248, "mask_rcnn/false_negative": 0.10999828314896107, "mask_rcnn/false_positive": 0.16075978884709263, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.5558475710022321, "total_loss": 1.2549211793811992} {"data_time": 0.012667835999309318, "eta_seconds": 117374.51637892322, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.31146616541353384, "fast_rcnn/fg_cls_accuracy": 0.63086178527355, "iteration": 62559, "loss_box_reg": 0.21217585098929703, "loss_cls": 0.20360239478759468, "loss_mask": 0.2659964766353369, "loss_rpn_cls": 0.05243334436090663, "loss_rpn_loc": 0.08433894050540403, "loss_sem_seg": 0.3491108992602676, "lr": 0.02, "mask_rcnn/accuracy": 0.880703771992631, "mask_rcnn/false_negative": 0.10258607782548881, "mask_rcnn/false_positive": 0.1260928558001918, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 234.75, "rpn/num_pos_anchors": 21.25, "time": 0.5654791199995088, "total_loss": 1.1889168088673614} {"data_time": 0.011860438498842996, "eta_seconds": 117327.86443937317, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.3778225806451613, "fast_rcnn/fg_cls_accuracy": 0.5374058780665534, "iteration": 62579, "loss_box_reg": 0.23399891576264054, "loss_cls": 0.2140472261235118, "loss_mask": 0.2710816264152527, "loss_rpn_cls": 0.04449755480163731, "loss_rpn_loc": 0.07858376996591687, "loss_sem_seg": 0.3711069639539346, "lr": 0.02, "mask_rcnn/accuracy": 0.8833339078874793, "mask_rcnn/false_negative": 0.09045702957674472, "mask_rcnn/false_positive": 0.13936811051747927, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5625189050042536, "total_loss": 1.2310247829300351} {"data_time": 0.012534356996184215, "eta_seconds": 117384.71013174143, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.3440061475409836, "fast_rcnn/fg_cls_accuracy": 0.5996438263229308, "iteration": 62599, "loss_box_reg": 0.22548756655305624, "loss_cls": 0.21435153670608997, "loss_mask": 0.2630644701421261, "loss_rpn_cls": 0.04626167510286905, "loss_rpn_loc": 0.07260770665016025, "loss_sem_seg": 0.3341045924462378, "lr": 0.02, "mask_rcnn/accuracy": 0.8829171578608938, "mask_rcnn/false_negative": 0.08497175439021473, "mask_rcnn/false_positive": 0.13725021834113613, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5712494879990118, "total_loss": 1.173770010311273} {"data_time": 0.01264079300017329, "eta_seconds": 117373.39054214141, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.2732600732600733, "fast_rcnn/fg_cls_accuracy": 0.6480177360459051, "iteration": 62619, "loss_box_reg": 0.24192711897194386, "loss_cls": 0.22833384620025754, "loss_mask": 0.25562002789229155, "loss_rpn_cls": 0.047203080117469653, "loss_rpn_loc": 0.07620338455308229, "loss_sem_seg": 0.36551319248974323, "lr": 0.02, "mask_rcnn/accuracy": 0.9117367184969225, "mask_rcnn/false_negative": 0.07906466835621893, "mask_rcnn/false_positive": 0.09739514377335795, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5677500505007629, "total_loss": 1.2250605495646596} {"data_time": 0.013668931500433246, "eta_seconds": 117415.48123574303, "fast_rcnn/cls_accuracy": 0.91259765625, "fast_rcnn/false_negative": 0.4370823781885578, "fast_rcnn/fg_cls_accuracy": 0.5506023508754816, "iteration": 62639, "loss_box_reg": 0.27093404019251466, "loss_cls": 0.23729531792923808, "loss_mask": 0.2658816473558545, "loss_rpn_cls": 0.0529695421573706, "loss_rpn_loc": 0.09664933506428497, "loss_sem_seg": 0.351103943772614, "lr": 0.02, "mask_rcnn/accuracy": 0.8681962364816272, "mask_rcnn/false_negative": 0.10702390899293776, "mask_rcnn/false_positive": 0.16009501952694147, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5746455094958947, "total_loss": 1.2735125054605305} {"data_time": 0.012820052499591839, "eta_seconds": 117448.443184433, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.34925895240725396, "fast_rcnn/fg_cls_accuracy": 0.6466586634653861, "iteration": 62659, "loss_box_reg": 0.24396333191543818, "loss_cls": 0.22394742211326957, "loss_mask": 0.2648726897314191, "loss_rpn_cls": 0.04540136244031601, "loss_rpn_loc": 0.07430109521374106, "loss_sem_seg": 0.3400954776443541, "lr": 0.02, "mask_rcnn/accuracy": 0.8757192618624554, "mask_rcnn/false_negative": 0.09456453624250971, "mask_rcnn/false_positive": 0.13303635002564485, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5786063385021407, "total_loss": 1.1983081598446006} {"data_time": 0.013404962999629788, "eta_seconds": 117400.09493382125, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.4000748502994012, "fast_rcnn/fg_cls_accuracy": 0.5326616834579135, "iteration": 62679, "loss_box_reg": 0.23170337651390582, "loss_cls": 0.20835668337531388, "loss_mask": 0.26638520788401365, "loss_rpn_cls": 0.04984600539319217, "loss_rpn_loc": 0.07845379723585211, "loss_sem_seg": 0.29887520242482424, "lr": 0.02, "mask_rcnn/accuracy": 0.8763029765477619, "mask_rcnn/false_negative": 0.09583248585481306, "mask_rcnn/false_positive": 0.14031421422299534, "roi_head/num_bg_samples": 458.0, "roi_head/num_fg_samples": 54.0, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5511221929991734, "total_loss": 1.15912147477502} {"data_time": 0.012633337999432115, "eta_seconds": 117344.33421307948, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.361917684305744, "fast_rcnn/fg_cls_accuracy": 0.5623699683401175, "iteration": 62699, "loss_box_reg": 0.2363378768786788, "loss_cls": 0.22393659129738808, "loss_mask": 0.2753763124346733, "loss_rpn_cls": 0.0496862054860685, "loss_rpn_loc": 0.07454875623807311, "loss_sem_seg": 0.34048684244044125, "lr": 0.02, "mask_rcnn/accuracy": 0.8932484987598451, "mask_rcnn/false_negative": 0.09360149705245803, "mask_rcnn/false_positive": 0.12468894629868657, "roi_head/num_bg_samples": 458.75, "roi_head/num_fg_samples": 53.25, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5626798074990802, "total_loss": 1.2254848315787967} {"data_time": 0.011908247503015446, "eta_seconds": 117256.97150487216, "fast_rcnn/cls_accuracy": 0.900390625, "fast_rcnn/false_negative": 0.42271560699239746, "fast_rcnn/fg_cls_accuracy": 0.5171318736419857, "iteration": 62719, "loss_box_reg": 0.25017009396106005, "loss_cls": 0.24402074702084064, "loss_mask": 0.2738592978566885, "loss_rpn_cls": 0.052954810293158516, "loss_rpn_loc": 0.08598910222644918, "loss_sem_seg": 0.3412706144154072, "lr": 0.02, "mask_rcnn/accuracy": 0.8726671899858733, "mask_rcnn/false_negative": 0.12252606580196292, "mask_rcnn/false_positive": 0.14177764606962817, "roi_head/num_bg_samples": 432.5, "roi_head/num_fg_samples": 79.5, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 0.5618558620044496, "total_loss": 1.2744891816691961} {"data_time": 0.011706010500347475, "eta_seconds": 117182.80848329558, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.3028906338909753, "fast_rcnn/fg_cls_accuracy": 0.5969595939490446, "iteration": 62739, "loss_box_reg": 0.22787495469674468, "loss_cls": 0.2099890778772533, "loss_mask": 0.25856961961835623, "loss_rpn_cls": 0.03964365250431001, "loss_rpn_loc": 0.07530980202136561, "loss_sem_seg": 0.3217559130862355, "lr": 0.02, "mask_rcnn/accuracy": 0.9150065078713479, "mask_rcnn/false_negative": 0.0885645394726054, "mask_rcnn/false_positive": 0.09639315953464178, "roi_head/num_bg_samples": 465.0, "roi_head/num_fg_samples": 47.0, "rpn/num_neg_anchors": 240.5, "rpn/num_pos_anchors": 15.5, "time": 0.5713983230016311, "total_loss": 1.1228821414406411} {"data_time": 0.013287293000757927, "eta_seconds": 117193.34413885314, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.38402985074626866, "fast_rcnn/fg_cls_accuracy": 0.5869225302061123, "iteration": 62759, "loss_box_reg": 0.24222325952723622, "loss_cls": 0.22602355561684817, "loss_mask": 0.2762690335512161, "loss_rpn_cls": 0.05189803309622221, "loss_rpn_loc": 0.07955130346817896, "loss_sem_seg": 0.3743020526599139, "lr": 0.02, "mask_rcnn/accuracy": 0.8866302521008402, "mask_rcnn/false_negative": 0.1043863506971843, "mask_rcnn/false_positive": 0.11165639211208717, "roi_head/num_bg_samples": 458.0, "roi_head/num_fg_samples": 54.0, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5693823589972453, "total_loss": 1.2560234506963752} {"data_time": 0.012832825999794295, "eta_seconds": 117087.13255139695, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.38559609385596094, "fast_rcnn/fg_cls_accuracy": 0.5374134629547798, "iteration": 62779, "loss_box_reg": 0.2535697566345334, "loss_cls": 0.2456614444963634, "loss_mask": 0.28212620969861746, "loss_rpn_cls": 0.05806657247012481, "loss_rpn_loc": 0.0850359471514821, "loss_sem_seg": 0.32047203462570906, "lr": 0.02, "mask_rcnn/accuracy": 0.8818239795918368, "mask_rcnn/false_negative": 0.10608349422086066, "mask_rcnn/false_positive": 0.12444529751500973, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5561469050007872, "total_loss": 1.2640725885285065} {"data_time": 0.013111965501593659, "eta_seconds": 117075.83184996694, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.33949096880131363, "fast_rcnn/fg_cls_accuracy": 0.5916305916305916, "iteration": 62799, "loss_box_reg": 0.25085011636838317, "loss_cls": 0.2395693170838058, "loss_mask": 0.27188761066645384, "loss_rpn_cls": 0.04813916108105332, "loss_rpn_loc": 0.08254756347741932, "loss_sem_seg": 0.3237253399565816, "lr": 0.02, "mask_rcnn/accuracy": 0.8994701227948807, "mask_rcnn/false_negative": 0.08572628397379986, "mask_rcnn/false_positive": 0.11478999947736918, "roi_head/num_bg_samples": 462.0, "roi_head/num_fg_samples": 50.0, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.564648950999981, "total_loss": 1.2173863101634197} {"data_time": 0.012749369499942986, "eta_seconds": 117056.17781804671, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.31431758096497026, "fast_rcnn/fg_cls_accuracy": 0.6856824190350297, "iteration": 62819, "loss_box_reg": 0.2503028484643437, "loss_cls": 0.23925953987054527, "loss_mask": 0.25790596660226583, "loss_rpn_cls": 0.04676261357963085, "loss_rpn_loc": 0.08809311848017387, "loss_sem_seg": 0.30349531676620245, "lr": 0.02, "mask_rcnn/accuracy": 0.8853232412238881, "mask_rcnn/false_negative": 0.10027310042228071, "mask_rcnn/false_positive": 0.12325959723715221, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5584653560035804, "total_loss": 1.2134777439932805} {"data_time": 0.012308037003094796, "eta_seconds": 116996.86856769651, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.30454250486696954, "fast_rcnn/fg_cls_accuracy": 0.6422714849681141, "iteration": 62839, "loss_box_reg": 0.2266068602912128, "loss_cls": 0.19626732519827783, "loss_mask": 0.2667895471677184, "loss_rpn_cls": 0.04669081897009164, "loss_rpn_loc": 0.08780303232197184, "loss_sem_seg": 0.37375193601474166, "lr": 0.02, "mask_rcnn/accuracy": 0.8985028408277758, "mask_rcnn/false_negative": 0.08148455399113197, "mask_rcnn/false_positive": 0.12967604068250288, "roi_head/num_bg_samples": 460.5, "roi_head/num_fg_samples": 51.5, "rpn/num_neg_anchors": 237.5, "rpn/num_pos_anchors": 18.5, "time": 0.5616701635008212, "total_loss": 1.2144322075764649} {"data_time": 0.012208179501612904, "eta_seconds": 116970.38283060852, "fast_rcnn/cls_accuracy": 0.9052734375, "fast_rcnn/false_negative": 0.39609213250517594, "fast_rcnn/fg_cls_accuracy": 0.5821687370600415, "iteration": 62859, "loss_box_reg": 0.242103791795671, "loss_cls": 0.23729715961962938, "loss_mask": 0.2730627292767167, "loss_rpn_cls": 0.05690142884850502, "loss_rpn_loc": 0.09595841707778163, "loss_sem_seg": 0.36097529251128435, "lr": 0.02, "mask_rcnn/accuracy": 0.8729677883057985, "mask_rcnn/false_negative": 0.09682037802086199, "mask_rcnn/false_positive": 0.12540523494430472, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 201.75, "rpn/num_pos_anchors": 54.25, "time": 0.5611246285006928, "total_loss": 1.2847808856458869} {"data_time": 0.014068030497583095, "eta_seconds": 116974.27804755658, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.3857929136566908, "fast_rcnn/fg_cls_accuracy": 0.5802348336594911, "iteration": 62879, "loss_box_reg": 0.2531324946321547, "loss_cls": 0.23709848430007696, "loss_mask": 0.25632937252521515, "loss_rpn_cls": 0.0551058420969639, "loss_rpn_loc": 0.09041013880050741, "loss_sem_seg": 0.3531272569671273, "lr": 0.02, "mask_rcnn/accuracy": 0.887407997325342, "mask_rcnn/false_negative": 0.10092456414841473, "mask_rcnn/false_positive": 0.13827310549975944, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5685116579988971, "total_loss": 1.2890305388718843} {"data_time": 0.012259501498192549, "eta_seconds": 116986.47839628109, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.37083333333333335, "fast_rcnn/fg_cls_accuracy": 0.6079414838035528, "iteration": 62899, "loss_box_reg": 0.22262289887294173, "loss_cls": 0.21854486875236034, "loss_mask": 0.2399290706962347, "loss_rpn_cls": 0.04599153666640632, "loss_rpn_loc": 0.06580653382115997, "loss_sem_seg": 0.34896272979676723, "lr": 0.02, "mask_rcnn/accuracy": 0.9170309601113172, "mask_rcnn/false_negative": 0.07959529728916293, "mask_rcnn/false_positive": 0.10097317767043065, "roi_head/num_bg_samples": 458.25, "roi_head/num_fg_samples": 53.75, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5516605194970907, "total_loss": 1.158845655125333} {"data_time": 0.012304204999963986, "eta_seconds": 116955.78317600454, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.4198380824886849, "fast_rcnn/fg_cls_accuracy": 0.5060301898537192, "iteration": 62919, "loss_box_reg": 0.24154908675700426, "loss_cls": 0.2364321092609316, "loss_mask": 0.26843708846718073, "loss_rpn_cls": 0.044611100223846734, "loss_rpn_loc": 0.06909626463311724, "loss_sem_seg": 0.3548991745337844, "lr": 0.02, "mask_rcnn/accuracy": 0.8917901295133438, "mask_rcnn/false_negative": 0.07832693813453687, "mask_rcnn/false_positive": 0.13641806437005788, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5718841194975539, "total_loss": 1.2240976342291106} {"data_time": 0.012828730996261584, "eta_seconds": 116944.48752037452, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.4287851130716966, "fast_rcnn/fg_cls_accuracy": 0.5507747470866948, "iteration": 62939, "loss_box_reg": 0.23813473246991634, "loss_cls": 0.2411162406206131, "loss_mask": 0.2787313302978873, "loss_rpn_cls": 0.050607279350515455, "loss_rpn_loc": 0.09128908228012733, "loss_sem_seg": 0.3510007633594796, "lr": 0.02, "mask_rcnn/accuracy": 0.8852977546315013, "mask_rcnn/false_negative": 0.09792618688447445, "mask_rcnn/false_positive": 0.13613504201167495, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5726539634997607, "total_loss": 1.2528076548187528} {"data_time": 0.011842673498904333, "eta_seconds": 116972.0949720492, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.35402312504949707, "fast_rcnn/fg_cls_accuracy": 0.5793167372881356, "iteration": 62959, "loss_box_reg": 0.24412861373275518, "loss_cls": 0.22844493738375604, "loss_mask": 0.2704723449423909, "loss_rpn_cls": 0.046137459270539694, "loss_rpn_loc": 0.0828411320107989, "loss_sem_seg": 0.359933924395591, "lr": 0.02, "mask_rcnn/accuracy": 0.8937734335102429, "mask_rcnn/false_negative": 0.09318971623971808, "mask_rcnn/false_positive": 0.14463365167834352, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5754214769985992, "total_loss": 1.2442996269965079} {"data_time": 0.012294725500396453, "eta_seconds": 116948.33517094393, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.41892538265306123, "fast_rcnn/fg_cls_accuracy": 0.5324457908163265, "iteration": 62979, "loss_box_reg": 0.24156438978388906, "loss_cls": 0.23180832248181105, "loss_mask": 0.2692167740315199, "loss_rpn_cls": 0.05106186761986464, "loss_rpn_loc": 0.07735528811463155, "loss_sem_seg": 0.3777876440435648, "lr": 0.02, "mask_rcnn/accuracy": 0.895641789879217, "mask_rcnn/false_negative": 0.08493475391040789, "mask_rcnn/false_positive": 0.11129342498634132, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.563172118498187, "total_loss": 1.234212456314708} {"data_time": 0.01143831449735444, "eta_seconds": 117035.80769585531, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.39520864323181715, "fast_rcnn/fg_cls_accuracy": 0.5813734030197444, "iteration": 62999, "loss_box_reg": 0.26628745440393686, "loss_cls": 0.24108403723221272, "loss_mask": 0.27744297683238983, "loss_rpn_cls": 0.06020102649927139, "loss_rpn_loc": 0.0877339763683267, "loss_sem_seg": 0.35341170337051153, "lr": 0.02, "mask_rcnn/accuracy": 0.8670681565886109, "mask_rcnn/false_negative": 0.1160210095215833, "mask_rcnn/false_positive": 0.14893265584300946, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.5739575499974308, "total_loss": 1.3201032523065805} {"data_time": 0.012245245503436308, "eta_seconds": 117102.35967456728, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.4158805031446541, "fast_rcnn/fg_cls_accuracy": 0.5157929013350699, "iteration": 63019, "loss_box_reg": 0.24108322453685105, "loss_cls": 0.22882988397032022, "loss_mask": 0.2664572885259986, "loss_rpn_cls": 0.05468602947075851, "loss_rpn_loc": 0.07405485474737361, "loss_sem_seg": 0.3596231243573129, "lr": 0.02, "mask_rcnn/accuracy": 0.8865847702494034, "mask_rcnn/false_negative": 0.09238037619612116, "mask_rcnn/false_positive": 0.12428789555405681, "roi_head/num_bg_samples": 461.25, "roi_head/num_fg_samples": 50.75, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.566600385503989, "total_loss": 1.2319649472628953} {"data_time": 0.013082783501886297, "eta_seconds": 117142.45164868292, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.410184384903486, "fast_rcnn/fg_cls_accuracy": 0.5727470763586333, "iteration": 63039, "loss_box_reg": 0.23626252263784409, "loss_cls": 0.2251276345923543, "loss_mask": 0.26201789639890194, "loss_rpn_cls": 0.04817385837668553, "loss_rpn_loc": 0.07484113337704912, "loss_sem_seg": 0.3705814010463655, "lr": 0.02, "mask_rcnn/accuracy": 0.8902754291617074, "mask_rcnn/false_negative": 0.0880841292518237, "mask_rcnn/false_positive": 0.12070761765683186, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5774721545021748, "total_loss": 1.2486720425804378} {"data_time": 0.012455599502573023, "eta_seconds": 117177.66167411374, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.3846508379888268, "fast_rcnn/fg_cls_accuracy": 0.528971028971029, "iteration": 63059, "loss_box_reg": 0.24619130324572325, "loss_cls": 0.25933998078107834, "loss_mask": 0.26959285512566566, "loss_rpn_cls": 0.04673831781838089, "loss_rpn_loc": 0.0794780018622987, "loss_sem_seg": 0.3876416636630893, "lr": 0.02, "mask_rcnn/accuracy": 0.8777259674361548, "mask_rcnn/false_negative": 0.10899992998185926, "mask_rcnn/false_positive": 0.12492736481101074, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5702461979999498, "total_loss": 1.3201764055993408} {"data_time": 0.012679454499448184, "eta_seconds": 117166.33693308377, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.2794663964876731, "fast_rcnn/fg_cls_accuracy": 0.644291924044841, "iteration": 63079, "loss_box_reg": 0.2428600841667503, "loss_cls": 0.22761678765527904, "loss_mask": 0.2633847799152136, "loss_rpn_cls": 0.05243576702196151, "loss_rpn_loc": 0.09256630175514147, "loss_sem_seg": 0.3652612955775112, "lr": 0.02, "mask_rcnn/accuracy": 0.8932124577624139, "mask_rcnn/false_negative": 0.09026661112252601, "mask_rcnn/false_positive": 0.1119021027260278, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5758457325027848, "total_loss": 1.270613511405827} {"data_time": 0.013080218501272611, "eta_seconds": 117108.49091647289, "fast_rcnn/cls_accuracy": 0.912109375, "fast_rcnn/false_negative": 0.3997761497761497, "fast_rcnn/fg_cls_accuracy": 0.5654761904761905, "iteration": 63099, "loss_box_reg": 0.2347392999799922, "loss_cls": 0.24319357657805085, "loss_mask": 0.27649239264428616, "loss_rpn_cls": 0.048182085709413514, "loss_rpn_loc": 0.07801201735856012, "loss_sem_seg": 0.35368232196196914, "lr": 0.02, "mask_rcnn/accuracy": 0.886474340304447, "mask_rcnn/false_negative": 0.10553039855196739, "mask_rcnn/false_positive": 0.12017290302202382, "roi_head/num_bg_samples": 433.0, "roi_head/num_fg_samples": 79.0, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5680570785007149, "total_loss": 1.1989629863237496} {"data_time": 0.011661455500870943, "eta_seconds": 117155.3888477957, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.28945233265720083, "fast_rcnn/fg_cls_accuracy": 0.6407563025210083, "iteration": 63119, "loss_box_reg": 0.23083764861803502, "loss_cls": 0.22953985771164298, "loss_mask": 0.25841234996914864, "loss_rpn_cls": 0.04835909139364958, "loss_rpn_loc": 0.07445552758872509, "loss_sem_seg": 0.35120982490479946, "lr": 0.02, "mask_rcnn/accuracy": 0.8950100746219112, "mask_rcnn/false_negative": 0.09330085869509833, "mask_rcnn/false_positive": 0.107589539205148, "roi_head/num_bg_samples": 462.75, "roi_head/num_fg_samples": 49.25, "rpn/num_neg_anchors": 235.25, "rpn/num_pos_anchors": 20.75, "time": 0.5758317969994096, "total_loss": 1.1993275886052288} {"data_time": 0.013067797503026668, "eta_seconds": 117177.46875133802, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.367660656495608, "fast_rcnn/fg_cls_accuracy": 0.5760703363914373, "iteration": 63139, "loss_box_reg": 0.24411279754713178, "loss_cls": 0.21711894928012043, "loss_mask": 0.2671930165961385, "loss_rpn_cls": 0.046965631598141044, "loss_rpn_loc": 0.07958170253550634, "loss_sem_seg": 0.3292572230566293, "lr": 0.02, "mask_rcnn/accuracy": 0.8827354921560461, "mask_rcnn/false_negative": 0.09173200653125364, "mask_rcnn/false_positive": 0.1371471613260043, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 206.5, "rpn/num_pos_anchors": 49.5, "time": 0.5669311890014797, "total_loss": 1.165340141451452} {"data_time": 0.011705527500453172, "eta_seconds": 117132.73710329566, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.41421911421911417, "fast_rcnn/fg_cls_accuracy": 0.5572190672861814, "iteration": 63159, "loss_box_reg": 0.23472042195498943, "loss_cls": 0.249633333645761, "loss_mask": 0.2744170669466257, "loss_rpn_cls": 0.054124572896398604, "loss_rpn_loc": 0.0826282212510705, "loss_sem_seg": 0.3799693686887622, "lr": 0.02, "mask_rcnn/accuracy": 0.8761470895176252, "mask_rcnn/false_negative": 0.1073496350453283, "mask_rcnn/false_positive": 0.14318371099692737, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5538659159974486, "total_loss": 1.272649237595033} {"data_time": 0.013058034499408677, "eta_seconds": 117063.20994019284, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.38461538461538464, "fast_rcnn/fg_cls_accuracy": 0.5019795708290442, "iteration": 63179, "loss_box_reg": 0.2366675566881895, "loss_cls": 0.241114791482687, "loss_mask": 0.26608451595529914, "loss_rpn_cls": 0.05093868117546663, "loss_rpn_loc": 0.09371460927650332, "loss_sem_seg": 0.33724980242550373, "lr": 0.02, "mask_rcnn/accuracy": 0.8771443104343507, "mask_rcnn/false_negative": 0.09507428245798095, "mask_rcnn/false_positive": 0.14176659014709042, "roi_head/num_bg_samples": 431.25, "roi_head/num_fg_samples": 80.75, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5595945939967351, "total_loss": 1.298314075684175} {"data_time": 0.013711158502701437, "eta_seconds": 117074.38044212136, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.37347646573080096, "fast_rcnn/fg_cls_accuracy": 0.5941269841269842, "iteration": 63199, "loss_box_reg": 0.2413249819073826, "loss_cls": 0.21450742287561297, "loss_mask": 0.25451277662068605, "loss_rpn_cls": 0.0432460735028144, "loss_rpn_loc": 0.06907573784701526, "loss_sem_seg": 0.3783058230765164, "lr": 0.02, "mask_rcnn/accuracy": 0.878109316643324, "mask_rcnn/false_negative": 0.11304625718836708, "mask_rcnn/false_positive": 0.14833651751383342, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5682954324984166, "total_loss": 1.205699316575192} {"data_time": 0.011638038497039815, "eta_seconds": 117081.42493145725, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.3163489736070381, "fast_rcnn/fg_cls_accuracy": 0.6125045110068568, "iteration": 63219, "loss_box_reg": 0.23348893225193024, "loss_cls": 0.23608953971415758, "loss_mask": 0.26914221001788974, "loss_rpn_cls": 0.05410482993465848, "loss_rpn_loc": 0.07401851037866436, "loss_sem_seg": 0.3629675703123212, "lr": 0.02, "mask_rcnn/accuracy": 0.8894103214851055, "mask_rcnn/false_negative": 0.09363995443976754, "mask_rcnn/false_positive": 0.1302450053758457, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5726442289997067, "total_loss": 1.175575742374349} {"data_time": 0.013528292503906414, "eta_seconds": 117029.24920798281, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.3729166666666667, "fast_rcnn/fg_cls_accuracy": 0.5452079566003616, "iteration": 63239, "loss_box_reg": 0.2397323966724798, "loss_cls": 0.2302633272483945, "loss_mask": 0.2615617485716939, "loss_rpn_cls": 0.04592625773511827, "loss_rpn_loc": 0.07860236358828843, "loss_sem_seg": 0.3378455638885498, "lr": 0.02, "mask_rcnn/accuracy": 0.8786677408412483, "mask_rcnn/false_negative": 0.10777691839597363, "mask_rcnn/false_positive": 0.13851198492481734, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.573680729001353, "total_loss": 1.2461151787429117} {"data_time": 0.012429239501216216, "eta_seconds": 117029.68787502582, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.32195723684210525, "fast_rcnn/fg_cls_accuracy": 0.6372570127952756, "iteration": 63259, "loss_box_reg": 0.24013463500887156, "loss_cls": 0.2091967579908669, "loss_mask": 0.2603801116347313, "loss_rpn_cls": 0.04936473327688873, "loss_rpn_loc": 0.06990678815054707, "loss_sem_seg": 0.3477180053014308, "lr": 0.02, "mask_rcnn/accuracy": 0.8743681100792926, "mask_rcnn/false_negative": 0.10796214232311346, "mask_rcnn/false_positive": 0.14420659872764702, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5687422039991361, "total_loss": 1.2314933896268485} {"data_time": 0.012906571497296682, "eta_seconds": 117110.12570685198, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.40068027210884355, "fast_rcnn/fg_cls_accuracy": 0.5292517006802722, "iteration": 63279, "loss_box_reg": 0.2540571987628937, "loss_cls": 0.24343957751989365, "loss_mask": 0.2699201791547239, "loss_rpn_cls": 0.05264516710303724, "loss_rpn_loc": 0.08382331811299082, "loss_sem_seg": 0.3377208709716797, "lr": 0.02, "mask_rcnn/accuracy": 0.8844681502015457, "mask_rcnn/false_negative": 0.0866265215633702, "mask_rcnn/false_positive": 0.13266590174389886, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5740934610039403, "total_loss": 1.2385965193388984} {"data_time": 0.012499038002715679, "eta_seconds": 117020.90668730802, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.36644736842105263, "fast_rcnn/fg_cls_accuracy": 0.5250020835069589, "iteration": 63299, "loss_box_reg": 0.24244299344718456, "loss_cls": 0.23062747297808528, "loss_mask": 0.27317988593131304, "loss_rpn_cls": 0.04082938126521185, "loss_rpn_loc": 0.07448357774410397, "loss_sem_seg": 0.3746345788240433, "lr": 0.02, "mask_rcnn/accuracy": 0.8809548235528459, "mask_rcnn/false_negative": 0.10149352947955052, "mask_rcnn/false_positive": 0.12956425161398746, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5595275419982499, "total_loss": 1.266581887146458} {"data_time": 0.014203023998561548, "eta_seconds": 116983.96823170276, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.2830405405405405, "fast_rcnn/fg_cls_accuracy": 0.6565954310980103, "iteration": 63319, "loss_box_reg": 0.24384184461086988, "loss_cls": 0.24041468580253422, "loss_mask": 0.26288512255996466, "loss_rpn_cls": 0.04667500013601966, "loss_rpn_loc": 0.0693499943590723, "loss_sem_seg": 0.34290338633581996, "lr": 0.02, "mask_rcnn/accuracy": 0.8848877401837929, "mask_rcnn/false_negative": 0.09368652280897681, "mask_rcnn/false_positive": 0.12371881060190137, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5671361415006686, "total_loss": 1.2566640478908084} {"data_time": 0.012051371002598898, "eta_seconds": 116984.40234854582, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.32080696202531644, "fast_rcnn/fg_cls_accuracy": 0.655808615819209, "iteration": 63339, "loss_box_reg": 0.23821378173306584, "loss_cls": 0.2075569755397737, "loss_mask": 0.26856433507055044, "loss_rpn_cls": 0.047289452282711864, "loss_rpn_loc": 0.09336670214543119, "loss_sem_seg": 0.34340040502138436, "lr": 0.02, "mask_rcnn/accuracy": 0.8919979933018329, "mask_rcnn/false_negative": 0.09876782633556515, "mask_rcnn/false_positive": 0.1286692328145546, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.5696758765006962, "total_loss": 1.1770577513962053} {"data_time": 0.013007821999053704, "eta_seconds": 116952.34619565764, "fast_rcnn/cls_accuracy": 0.90625, "fast_rcnn/false_negative": 0.5306692509405997, "fast_rcnn/fg_cls_accuracy": 0.44057665260196904, "iteration": 63359, "loss_box_reg": 0.25144363287836313, "loss_cls": 0.22799040330573916, "loss_mask": 0.2678007953800261, "loss_rpn_cls": 0.0491143730469048, "loss_rpn_loc": 0.0844169965130277, "loss_sem_seg": 0.35453389026224613, "lr": 0.02, "mask_rcnn/accuracy": 0.8606277634043211, "mask_rcnn/false_negative": 0.10171145068471775, "mask_rcnn/false_positive": 0.18057597556264904, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.5607510044974333, "total_loss": 1.209862973104464} {"data_time": 0.012621632999071153, "eta_seconds": 116961.75958530582, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.4165432098765432, "fast_rcnn/fg_cls_accuracy": 0.5077777777777778, "iteration": 63379, "loss_box_reg": 0.23535635089501739, "loss_cls": 0.22216730657964945, "loss_mask": 0.26724263094365597, "loss_rpn_cls": 0.04634541098494083, "loss_rpn_loc": 0.0802506978798192, "loss_sem_seg": 0.3628640193492174, "lr": 0.02, "mask_rcnn/accuracy": 0.8829747945767483, "mask_rcnn/false_negative": 0.09324107026185939, "mask_rcnn/false_positive": 0.13755474406611518, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5568912314993213, "total_loss": 1.2512249747960595} {"data_time": 0.011786517501604976, "eta_seconds": 116980.99035965685, "fast_rcnn/cls_accuracy": 0.91015625, "fast_rcnn/false_negative": 0.3367859706696749, "fast_rcnn/fg_cls_accuracy": 0.6188888888888889, "iteration": 63399, "loss_box_reg": 0.2653283467516303, "loss_cls": 0.23167781392112374, "loss_mask": 0.2650292096659541, "loss_rpn_cls": 0.04808856965973973, "loss_rpn_loc": 0.09069203234685119, "loss_sem_seg": 0.40367495152167976, "lr": 0.02, "mask_rcnn/accuracy": 0.8650404240643625, "mask_rcnn/false_negative": 0.12494083732903372, "mask_rcnn/false_positive": 0.1291376930428452, "roi_head/num_bg_samples": 424.5, "roi_head/num_fg_samples": 87.5, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.5716970180001226, "total_loss": 1.3310146555304527} {"data_time": 0.012585505002789432, "eta_seconds": 116927.001362904, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.4083367612779377, "fast_rcnn/fg_cls_accuracy": 0.5255362614913177, "iteration": 63419, "loss_box_reg": 0.22430861298926175, "loss_cls": 0.23689442733302712, "loss_mask": 0.25916109001263976, "loss_rpn_cls": 0.04898854540078901, "loss_rpn_loc": 0.0785098021151498, "loss_sem_seg": 0.37440070998854935, "lr": 0.02, "mask_rcnn/accuracy": 0.8821842867581815, "mask_rcnn/false_negative": 0.10466975307188067, "mask_rcnn/false_positive": 0.13932061142720215, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5434931134986982, "total_loss": 1.2360185700235888} {"data_time": 0.012566911500471178, "eta_seconds": 116953.84650074303, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.4156998502994012, "fast_rcnn/fg_cls_accuracy": 0.5028894916853403, "iteration": 63439, "loss_box_reg": 0.24256973387673497, "loss_cls": 0.2390280885156244, "loss_mask": 0.27224718406796455, "loss_rpn_cls": 0.046921984874643385, "loss_rpn_loc": 0.07995033840415999, "loss_sem_seg": 0.370667296461761, "lr": 0.02, "mask_rcnn/accuracy": 0.8642806960186783, "mask_rcnn/false_negative": 0.10026719908663412, "mask_rcnn/false_positive": 0.1565288978326549, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5688950904986996, "total_loss": 1.2542531621002126} {"data_time": 0.012862116996984696, "eta_seconds": 116916.47405882581, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.3779330572808834, "fast_rcnn/fg_cls_accuracy": 0.5892857142857143, "iteration": 63459, "loss_box_reg": 0.2539267288520932, "loss_cls": 0.23886190028861165, "loss_mask": 0.2742128223180771, "loss_rpn_cls": 0.04890256556973327, "loss_rpn_loc": 0.08524997986387461, "loss_sem_seg": 0.38513932283967733, "lr": 0.02, "mask_rcnn/accuracy": 0.885530436738649, "mask_rcnn/false_negative": 0.10170963232265542, "mask_rcnn/false_positive": 0.12986489124214484, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5576639114988211, "total_loss": 1.3041250820824644} {"data_time": 0.014354604500113055, "eta_seconds": 116969.79240769378, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.3395303326810176, "fast_rcnn/fg_cls_accuracy": 0.5889227642276422, "iteration": 63479, "loss_box_reg": 0.24576639430597425, "loss_cls": 0.2316819028928876, "loss_mask": 0.2651159781962633, "loss_rpn_cls": 0.04979728905891534, "loss_rpn_loc": 0.07841563917463645, "loss_sem_seg": 0.37166581861674786, "lr": 0.02, "mask_rcnn/accuracy": 0.8870678659394793, "mask_rcnn/false_negative": 0.09420368060833666, "mask_rcnn/false_positive": 0.13863143235260622, "roi_head/num_bg_samples": 457.25, "roi_head/num_fg_samples": 54.75, "rpn/num_neg_anchors": 237.0, "rpn/num_pos_anchors": 19.0, "time": 0.5823682590016688, "total_loss": 1.2559896658931393} {"data_time": 0.012500117998570204, "eta_seconds": 116971.49229515487, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.2932692307692307, "fast_rcnn/fg_cls_accuracy": 0.642882818116463, "iteration": 63499, "loss_box_reg": 0.24180725123733282, "loss_cls": 0.21022584615275264, "loss_mask": 0.25611357064917684, "loss_rpn_cls": 0.051017911566304974, "loss_rpn_loc": 0.0890130415209569, "loss_sem_seg": 0.35606249887496233, "lr": 0.02, "mask_rcnn/accuracy": 0.8993192940441482, "mask_rcnn/false_negative": 0.09610008079339777, "mask_rcnn/false_positive": 0.112866254078682, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5667905554983008, "total_loss": 1.2236972633254481} {"data_time": 0.012178582495835144, "eta_seconds": 116985.14232739373, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.39285052358446854, "fast_rcnn/fg_cls_accuracy": 0.5308531422989254, "iteration": 63519, "loss_box_reg": 0.22828692966140807, "loss_cls": 0.2200493309646845, "loss_mask": 0.26726709213107824, "loss_rpn_cls": 0.054992889636196196, "loss_rpn_loc": 0.08048115944257006, "loss_sem_seg": 0.35337849147617817, "lr": 0.02, "mask_rcnn/accuracy": 0.9073322510822511, "mask_rcnn/false_negative": 0.07822614908374409, "mask_rcnn/false_positive": 0.10382161962795916, "roi_head/num_bg_samples": 459.5, "roi_head/num_fg_samples": 52.5, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5668011794987251, "total_loss": 1.2491327672323678} {"data_time": 0.013419075999991037, "eta_seconds": 117013.60336886406, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.3096364541832669, "fast_rcnn/fg_cls_accuracy": 0.6437726981414227, "iteration": 63539, "loss_box_reg": 0.2314189807511866, "loss_cls": 0.22031477862037718, "loss_mask": 0.2672762284055352, "loss_rpn_cls": 0.046666373760672286, "loss_rpn_loc": 0.07232325369841419, "loss_sem_seg": 0.3683059262111783, "lr": 0.02, "mask_rcnn/accuracy": 0.8956655235354215, "mask_rcnn/false_negative": 0.08057693001984442, "mask_rcnn/false_positive": 0.12164803753756656, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5592406310024671, "total_loss": 1.1773647163063288} {"data_time": 0.012832365497160936, "eta_seconds": 116978.19386777518, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.3483855074660805, "fast_rcnn/fg_cls_accuracy": 0.6195869420386408, "iteration": 63559, "loss_box_reg": 0.2357239043340087, "loss_cls": 0.22946437541395426, "loss_mask": 0.2612680960446596, "loss_rpn_cls": 0.04628357384353876, "loss_rpn_loc": 0.06936351605691016, "loss_sem_seg": 0.33688646787777543, "lr": 0.02, "mask_rcnn/accuracy": 0.8931680484693878, "mask_rcnn/false_negative": 0.0866317584650935, "mask_rcnn/false_positive": 0.13061295244707707, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 0.5618344744980277, "total_loss": 1.206700791604817} {"data_time": 0.012502756002504611, "eta_seconds": 117003.77301988335, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.35284158506451907, "fast_rcnn/fg_cls_accuracy": 0.5891625615763547, "iteration": 63579, "loss_box_reg": 0.24096593260765076, "loss_cls": 0.23203177750110626, "loss_mask": 0.286477068439126, "loss_rpn_cls": 0.046484372491249815, "loss_rpn_loc": 0.08410176000325009, "loss_sem_seg": 0.35737965581938624, "lr": 0.02, "mask_rcnn/accuracy": 0.881654627910767, "mask_rcnn/false_negative": 0.08632835414203575, "mask_rcnn/false_positive": 0.13878144795142758, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5722227475016552, "total_loss": 1.2816360754950438} {"data_time": 0.012744763003865955, "eta_seconds": 116986.86645466238, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.31685980458986596, "fast_rcnn/fg_cls_accuracy": 0.6682448652974127, "iteration": 63599, "loss_box_reg": 0.22083812346681952, "loss_cls": 0.21887790178880095, "loss_mask": 0.26518029160797596, "loss_rpn_cls": 0.046513737383065745, "loss_rpn_loc": 0.0744419299880974, "loss_sem_seg": 0.3562796707265079, "lr": 0.02, "mask_rcnn/accuracy": 0.8849142398138579, "mask_rcnn/false_negative": 0.0936307370331623, "mask_rcnn/false_positive": 0.1330890616713819, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5624656374966435, "total_loss": 1.1937618418014608} {"data_time": 0.013046611496974947, "eta_seconds": 116967.00775955849, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3982358493636689, "fast_rcnn/fg_cls_accuracy": 0.553797300170068, "iteration": 63619, "loss_box_reg": 0.23097225395031273, "loss_cls": 0.2313608811236918, "loss_mask": 0.2677137590944767, "loss_rpn_cls": 0.04651557648321614, "loss_rpn_loc": 0.08190134656615555, "loss_sem_seg": 0.3476486087311059, "lr": 0.02, "mask_rcnn/accuracy": 0.8848951532848022, "mask_rcnn/false_negative": 0.1102080897620758, "mask_rcnn/false_positive": 0.10949851135331831, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5637054495018674, "total_loss": 1.2403835177829023} {"data_time": 0.012325416999374283, "eta_seconds": 116964.19469116227, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.42652631578947364, "fast_rcnn/fg_cls_accuracy": 0.5256578947368421, "iteration": 63639, "loss_box_reg": 0.23932451847940683, "loss_cls": 0.2212588507682085, "loss_mask": 0.24942302238196135, "loss_rpn_cls": 0.047137709814705886, "loss_rpn_loc": 0.0695807869778946, "loss_sem_seg": 0.349642317276448, "lr": 0.02, "mask_rcnn/accuracy": 0.8774756124613154, "mask_rcnn/false_negative": 0.11522698079771539, "mask_rcnn/false_positive": 0.11615715893978834, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5715020444986294, "total_loss": 1.180259087763261} {"data_time": 0.01281672249751864, "eta_seconds": 116842.3393712015, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.43533678012350996, "fast_rcnn/fg_cls_accuracy": 0.5326559443599217, "iteration": 63659, "loss_box_reg": 0.2600652944529429, "loss_cls": 0.25344926677644253, "loss_mask": 0.27550410432741046, "loss_rpn_cls": 0.0525999017409049, "loss_rpn_loc": 0.0727016237215139, "loss_sem_seg": 0.38208330515772104, "lr": 0.02, "mask_rcnn/accuracy": 0.8650728418041438, "mask_rcnn/false_negative": 0.09425443434400473, "mask_rcnn/false_positive": 0.1380526405981246, "roi_head/num_bg_samples": 460.0, "roi_head/num_fg_samples": 52.0, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.55526515749807, "total_loss": 1.3546565984142944} {"data_time": 0.012127351001254283, "eta_seconds": 116941.52292766215, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.30391865079365077, "fast_rcnn/fg_cls_accuracy": 0.6819535340314136, "iteration": 63679, "loss_box_reg": 0.2486096266657114, "loss_cls": 0.24280651356093585, "loss_mask": 0.2786727827042341, "loss_rpn_cls": 0.04333171984762885, "loss_rpn_loc": 0.07845987976179458, "loss_sem_seg": 0.34661726001650095, "lr": 0.02, "mask_rcnn/accuracy": 0.8884742799363335, "mask_rcnn/false_negative": 0.09519980590656725, "mask_rcnn/false_positive": 0.12476330089720258, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5757525219996751, "total_loss": 1.263318878962309} {"data_time": 0.012482951999118086, "eta_seconds": 116949.81080943572, "fast_rcnn/cls_accuracy": 0.9033203125, "fast_rcnn/false_negative": 0.4077777777777778, "fast_rcnn/fg_cls_accuracy": 0.5319020866773676, "iteration": 63699, "loss_box_reg": 0.25898835668340325, "loss_cls": 0.25068595889024436, "loss_mask": 0.27986200526356697, "loss_rpn_cls": 0.05330983069143258, "loss_rpn_loc": 0.09377834451152012, "loss_sem_seg": 0.3512446880340576, "lr": 0.02, "mask_rcnn/accuracy": 0.8700554154245967, "mask_rcnn/false_negative": 0.10746460788632883, "mask_rcnn/false_positive": 0.1397899015326856, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 199.5, "rpn/num_pos_anchors": 56.5, "time": 0.5744806685033836, "total_loss": 1.2619714685715735} {"data_time": 0.01237653649513959, "eta_seconds": 116938.47302524568, "fast_rcnn/cls_accuracy": 0.9072265625, "fast_rcnn/false_negative": 0.3412491178546224, "fast_rcnn/fg_cls_accuracy": 0.5816272768327563, "iteration": 63719, "loss_box_reg": 0.21561859408393502, "loss_cls": 0.2204527729190886, "loss_mask": 0.2596225468441844, "loss_rpn_cls": 0.044237265225092415, "loss_rpn_loc": 0.07873265573289245, "loss_sem_seg": 0.3799133305437863, "lr": 0.02, "mask_rcnn/accuracy": 0.8835250457720578, "mask_rcnn/false_negative": 0.09704620926525034, "mask_rcnn/false_positive": 0.14142465816230718, "roi_head/num_bg_samples": 431.25, "roi_head/num_fg_samples": 80.75, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.5652623250025499, "total_loss": 1.1866277135559358} {"data_time": 0.012456710999686038, "eta_seconds": 116898.99742463838, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.3781955820302805, "fast_rcnn/fg_cls_accuracy": 0.5767647058823528, "iteration": 63739, "loss_box_reg": 0.2500686878338456, "loss_cls": 0.24152811826206744, "loss_mask": 0.26473131962120533, "loss_rpn_cls": 0.054439883766463026, "loss_rpn_loc": 0.0874541689408943, "loss_sem_seg": 0.3341669086366892, "lr": 0.02, "mask_rcnn/accuracy": 0.8832045083015581, "mask_rcnn/false_negative": 0.1098994960970754, "mask_rcnn/false_positive": 0.13538473788288086, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.556834600498405, "total_loss": 1.293297991011059} {"data_time": 0.01243517650073045, "eta_seconds": 116915.7974568656, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.3188405797101449, "fast_rcnn/fg_cls_accuracy": 0.6287878787878788, "iteration": 63759, "loss_box_reg": 0.2455256124958396, "loss_cls": 0.21525676525197923, "loss_mask": 0.2580348430201411, "loss_rpn_cls": 0.05284321855287999, "loss_rpn_loc": 0.08711303392192349, "loss_sem_seg": 0.3578923991881311, "lr": 0.02, "mask_rcnn/accuracy": 0.9035549224061528, "mask_rcnn/false_negative": 0.07889376489310779, "mask_rcnn/false_positive": 0.10228283483085088, "roi_head/num_bg_samples": 458.5, "roi_head/num_fg_samples": 53.5, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5727126380006666, "total_loss": 1.2331991236424074} {"data_time": 0.012512777000665665, "eta_seconds": 116890.40880498284, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.43679896462467643, "fast_rcnn/fg_cls_accuracy": 0.5316191491251443, "iteration": 63779, "loss_box_reg": 0.24571939883753657, "loss_cls": 0.24404599564149976, "loss_mask": 0.26152040157467127, "loss_rpn_cls": 0.04367541801184416, "loss_rpn_loc": 0.07018456532387063, "loss_sem_seg": 0.35943669360131025, "lr": 0.02, "mask_rcnn/accuracy": 0.8685712971910259, "mask_rcnn/false_negative": 0.10083840978235731, "mask_rcnn/false_positive": 0.15758114372476018, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5604859414997918, "total_loss": 1.2334747103159316} {"data_time": 0.012508761501521803, "eta_seconds": 116915.74925236043, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.33205128205128204, "fast_rcnn/fg_cls_accuracy": 0.6154289372599231, "iteration": 63799, "loss_box_reg": 0.24220637418329716, "loss_cls": 0.2238376741297543, "loss_mask": 0.27548824716359377, "loss_rpn_cls": 0.05261372360109817, "loss_rpn_loc": 0.0878716686856933, "loss_sem_seg": 0.39640813833102584, "lr": 0.02, "mask_rcnn/accuracy": 0.8747310806146479, "mask_rcnn/false_negative": 0.10749315914351387, "mask_rcnn/false_positive": 0.15019698245037624, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5769859764986904, "total_loss": 1.2908297943649814} {"data_time": 0.013375926500884816, "eta_seconds": 116922.82216456435, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3673131504257332, "fast_rcnn/fg_cls_accuracy": 0.6062835660580022, "iteration": 63819, "loss_box_reg": 0.2387932250276208, "loss_cls": 0.22655647713690996, "loss_mask": 0.2709139231592417, "loss_rpn_cls": 0.041350014391355217, "loss_rpn_loc": 0.06584914191626012, "loss_sem_seg": 0.3371450835838914, "lr": 0.02, "mask_rcnn/accuracy": 0.881362457448533, "mask_rcnn/false_negative": 0.11817943416671287, "mask_rcnn/false_positive": 0.13314202482047335, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5655276460020104, "total_loss": 1.1863943416101392} {"data_time": 0.012474221999582369, "eta_seconds": 116911.4803995943, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.32110536522301225, "fast_rcnn/fg_cls_accuracy": 0.5518242548818089, "iteration": 63839, "loss_box_reg": 0.23516164510510862, "loss_cls": 0.22899000463075936, "loss_mask": 0.2742460183799267, "loss_rpn_cls": 0.05385246948571876, "loss_rpn_loc": 0.08525077503873035, "loss_sem_seg": 0.3325848509557545, "lr": 0.02, "mask_rcnn/accuracy": 0.8884962707260431, "mask_rcnn/false_negative": 0.09717221039641717, "mask_rcnn/false_positive": 0.13557696772968164, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5567187574997661, "total_loss": 1.232226102205459} {"data_time": 0.012995756496820832, "eta_seconds": 116941.10998330064, "fast_rcnn/cls_accuracy": 0.90869140625, "fast_rcnn/false_negative": 0.403341697080292, "fast_rcnn/fg_cls_accuracy": 0.573577578139622, "iteration": 63859, "loss_box_reg": 0.2695338395424187, "loss_cls": 0.2394447484984994, "loss_mask": 0.2729469519108534, "loss_rpn_cls": 0.0651261752936989, "loss_rpn_loc": 0.09320925932843238, "loss_sem_seg": 0.352663716301322, "lr": 0.02, "mask_rcnn/accuracy": 0.8782229965156795, "mask_rcnn/false_negative": 0.08368880715998342, "mask_rcnn/false_positive": 0.15619813764067034, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5739302109977871, "total_loss": 1.3009422507602721} {"data_time": 0.01348786249945988, "eta_seconds": 116921.71047626129, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.429561717352415, "fast_rcnn/fg_cls_accuracy": 0.5147877984084881, "iteration": 63879, "loss_box_reg": 0.24455786170437932, "loss_cls": 0.23533478751778603, "loss_mask": 0.2668401626870036, "loss_rpn_cls": 0.05337433525710367, "loss_rpn_loc": 0.09449492674320936, "loss_sem_seg": 0.3421295825392008, "lr": 0.02, "mask_rcnn/accuracy": 0.8899273318482323, "mask_rcnn/false_negative": 0.08480344578355618, "mask_rcnn/false_positive": 0.15672892180221368, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.5713916699969559, "total_loss": 1.2699696940835565} {"data_time": 0.012314212999626761, "eta_seconds": 116933.72345971213, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.32849894122817536, "fast_rcnn/fg_cls_accuracy": 0.5995387141960102, "iteration": 63899, "loss_box_reg": 0.25606481172144413, "loss_cls": 0.2505398760549724, "loss_mask": 0.2712201988324523, "loss_rpn_cls": 0.048389558389317244, "loss_rpn_loc": 0.08462796703679487, "loss_sem_seg": 0.3499020696617663, "lr": 0.02, "mask_rcnn/accuracy": 0.8886483920491274, "mask_rcnn/false_negative": 0.10386311190070464, "mask_rcnn/false_positive": 0.11983500401796193, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5816838499995356, "total_loss": 1.2791115412546787} {"data_time": 0.012947795497893821, "eta_seconds": 116907.07276315037, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.5017212725546059, "fast_rcnn/fg_cls_accuracy": 0.4805597452656276, "iteration": 63919, "loss_box_reg": 0.25713592232204974, "loss_cls": 0.24777227453887463, "loss_mask": 0.28060104604810476, "loss_rpn_cls": 0.04537049069767818, "loss_rpn_loc": 0.08618412559735589, "loss_sem_seg": 0.3592538833618164, "lr": 0.02, "mask_rcnn/accuracy": 0.8772634358621498, "mask_rcnn/false_negative": 0.09762895823030696, "mask_rcnn/false_positive": 0.15222725206864218, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5641373640028178, "total_loss": 1.2847252847859636} {"data_time": 0.012507898998592282, "eta_seconds": 116874.45647828531, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.35152046051808283, "fast_rcnn/fg_cls_accuracy": 0.6092233940556089, "iteration": 63939, "loss_box_reg": 0.23563994467258453, "loss_cls": 0.2260864773998037, "loss_mask": 0.26506704883649945, "loss_rpn_cls": 0.04750776232685894, "loss_rpn_loc": 0.07342457229970023, "loss_sem_seg": 0.3447276335209608, "lr": 0.02, "mask_rcnn/accuracy": 0.8888785996300878, "mask_rcnn/false_negative": 0.09262847232370333, "mask_rcnn/false_positive": 0.11949622930217732, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5547955545043806, "total_loss": 1.2108663268882083} {"data_time": 0.013165811000362737, "eta_seconds": 116843.42980977395, "fast_rcnn/cls_accuracy": 0.90869140625, "fast_rcnn/false_negative": 0.339563993783341, "fast_rcnn/fg_cls_accuracy": 0.593528641308706, "iteration": 63959, "loss_box_reg": 0.24866635259240866, "loss_cls": 0.24041058728471398, "loss_mask": 0.27132598403841257, "loss_rpn_cls": 0.05159297416685149, "loss_rpn_loc": 0.08476336824242026, "loss_sem_seg": 0.3554554879665375, "lr": 0.02, "mask_rcnn/accuracy": 0.8736146021288039, "mask_rcnn/false_negative": 0.108018435884392, "mask_rcnn/false_positive": 0.12733374452281396, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5642588480004633, "total_loss": 1.247431308569503} {"data_time": 0.01242445299794781, "eta_seconds": 116832.0880448039, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.3503496503496504, "fast_rcnn/fg_cls_accuracy": 0.5765151515151514, "iteration": 63979, "loss_box_reg": 0.24622198240831494, "loss_cls": 0.23474767338484526, "loss_mask": 0.26496417075395584, "loss_rpn_cls": 0.044296242005657405, "loss_rpn_loc": 0.07729619299061596, "loss_sem_seg": 0.34220510721206665, "lr": 0.02, "mask_rcnn/accuracy": 0.8791217710860568, "mask_rcnn/false_negative": 0.09992063587190424, "mask_rcnn/false_positive": 0.13232234311265212, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5572932225004479, "total_loss": 1.2336645018367562} {"data_time": 0.01358079599958728, "eta_seconds": 116768.19223147025, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3912583182093164, "fast_rcnn/fg_cls_accuracy": 0.5207584471603163, "iteration": 63999, "loss_box_reg": 0.23376532923430204, "loss_cls": 0.21892670402303338, "loss_mask": 0.2663550805300474, "loss_rpn_cls": 0.05038093216717243, "loss_rpn_loc": 0.08310505852568895, "loss_sem_seg": 0.3517806038726121, "lr": 0.02, "mask_rcnn/accuracy": 0.8688410948841404, "mask_rcnn/false_negative": 0.0956628248365484, "mask_rcnn/false_positive": 0.15202926357343993, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.558676603002823, "total_loss": 1.2015969338826835} {"data_time": 0.01247212949601817, "eta_seconds": 116768.40626239513, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.35644906969410284, "fast_rcnn/fg_cls_accuracy": 0.6294400963275135, "iteration": 64019, "loss_box_reg": 0.24528962979093194, "loss_cls": 0.22107915068045259, "loss_mask": 0.27563678473234177, "loss_rpn_cls": 0.05268779267498758, "loss_rpn_loc": 0.07310283154947683, "loss_sem_seg": 0.3480042228475213, "lr": 0.02, "mask_rcnn/accuracy": 0.8915480078838132, "mask_rcnn/false_negative": 0.09159723474517052, "mask_rcnn/false_positive": 0.14710856169671221, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5689768675001687, "total_loss": 1.239261791750323} {"data_time": 0.012859389498771634, "eta_seconds": 116737.47705616115, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.39858156028368796, "fast_rcnn/fg_cls_accuracy": 0.5157187670485543, "iteration": 64039, "loss_box_reg": 0.25474541168659925, "loss_cls": 0.25293087132740766, "loss_mask": 0.267842854373157, "loss_rpn_cls": 0.04975135432323441, "loss_rpn_loc": 0.06945022818399593, "loss_sem_seg": 0.3400222919881344, "lr": 0.02, "mask_rcnn/accuracy": 0.8629994410791704, "mask_rcnn/false_negative": 0.1158847837563744, "mask_rcnn/false_positive": 0.14402736287498796, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5623464465024881, "total_loss": 1.2755459503823658} {"data_time": 0.012986050001927651, "eta_seconds": 116690.0448657407, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.44013157894736843, "fast_rcnn/fg_cls_accuracy": 0.4840019311797753, "iteration": 64059, "loss_box_reg": 0.21930261491797864, "loss_cls": 0.23487549554556608, "loss_mask": 0.2680793395265937, "loss_rpn_cls": 0.045288666733540595, "loss_rpn_loc": 0.07686761801596731, "loss_sem_seg": 0.35086882300674915, "lr": 0.02, "mask_rcnn/accuracy": 0.8832692451980793, "mask_rcnn/false_negative": 0.0921531006814224, "mask_rcnn/false_positive": 0.1056415596698714, "roi_head/num_bg_samples": 459.0, "roi_head/num_fg_samples": 53.0, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5666800524995779, "total_loss": 1.1962093231268227} {"data_time": 0.012045192499499535, "eta_seconds": 116580.798803787, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.4646985859588192, "fast_rcnn/fg_cls_accuracy": 0.5014792899408285, "iteration": 64079, "loss_box_reg": 0.2544533247128129, "loss_cls": 0.22991469874978065, "loss_mask": 0.26366273406893015, "loss_rpn_cls": 0.0474592539248988, "loss_rpn_loc": 0.07692271668929607, "loss_sem_seg": 0.3426197259686887, "lr": 0.02, "mask_rcnn/accuracy": 0.869646625372557, "mask_rcnn/false_negative": 0.11320321018677074, "mask_rcnn/false_positive": 0.1388409189950361, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 202.0, "rpn/num_pos_anchors": 54.0, "time": 0.5538543400034541, "total_loss": 1.252852844481822} {"data_time": 0.0125972370042291, "eta_seconds": 116521.28429305137, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.34901408450704224, "fast_rcnn/fg_cls_accuracy": 0.5846098488742675, "iteration": 64099, "loss_box_reg": 0.2426297185011208, "loss_cls": 0.24952913518063724, "loss_mask": 0.27268431428819895, "loss_rpn_cls": 0.04293077767943032, "loss_rpn_loc": 0.07430309639312327, "loss_sem_seg": 0.33605233603157103, "lr": 0.02, "mask_rcnn/accuracy": 0.8869356107104496, "mask_rcnn/false_negative": 0.09099770651102504, "mask_rcnn/false_positive": 0.12575484753722121, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5616584004965262, "total_loss": 1.1791400369256735} {"data_time": 0.012605972497112816, "eta_seconds": 116365.54686551075, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.3882647407237571, "fast_rcnn/fg_cls_accuracy": 0.5929774450901211, "iteration": 64119, "loss_box_reg": 0.23396243061870337, "loss_cls": 0.22596678277477622, "loss_mask": 0.2631233371794224, "loss_rpn_cls": 0.05301922211947385, "loss_rpn_loc": 0.08255918155191466, "loss_sem_seg": 0.35380380041897297, "lr": 0.02, "mask_rcnn/accuracy": 0.8813056470536209, "mask_rcnn/false_negative": 0.09198349234184472, "mask_rcnn/false_positive": 0.14685332873727225, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5602867504967435, "total_loss": 1.2502299664483871} {"data_time": 0.012267671998415608, "eta_seconds": 116249.04228374822, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.35471674465240643, "fast_rcnn/fg_cls_accuracy": 0.5462155032467533, "iteration": 64139, "loss_box_reg": 0.24156879866495728, "loss_cls": 0.24255105014890432, "loss_mask": 0.2684630323201418, "loss_rpn_cls": 0.04095189966028556, "loss_rpn_loc": 0.07025963149499148, "loss_sem_seg": 0.35298823472112417, "lr": 0.02, "mask_rcnn/accuracy": 0.8836399591352024, "mask_rcnn/false_negative": 0.09875315251450885, "mask_rcnn/false_positive": 0.12035615986716175, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.560848373999761, "total_loss": 1.209729398804484} {"data_time": 0.012550621497211978, "eta_seconds": 116311.83093553202, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.40845946506323866, "fast_rcnn/fg_cls_accuracy": 0.4872185027388923, "iteration": 64159, "loss_box_reg": 0.24822347983717918, "loss_cls": 0.2326429255772382, "loss_mask": 0.2758073918521404, "loss_rpn_cls": 0.05447764680138789, "loss_rpn_loc": 0.0832341089262627, "loss_sem_seg": 0.3389672036282718, "lr": 0.02, "mask_rcnn/accuracy": 0.8830320242536338, "mask_rcnn/false_negative": 0.09719475026374064, "mask_rcnn/false_positive": 0.1394268951290219, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5704553384966857, "total_loss": 1.2422330910922028} {"data_time": 0.013911607002228266, "eta_seconds": 116269.50938725434, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.3878787878787879, "fast_rcnn/fg_cls_accuracy": 0.5873440285204992, "iteration": 64179, "loss_box_reg": 0.2515041537117213, "loss_cls": 0.23319205548614264, "loss_mask": 0.2775481208227575, "loss_rpn_cls": 0.04516838100971654, "loss_rpn_loc": 0.07036695457645692, "loss_sem_seg": 0.37505904166027904, "lr": 0.02, "mask_rcnn/accuracy": 0.88064742265954, "mask_rcnn/false_negative": 0.11351696563940118, "mask_rcnn/false_positive": 0.13000648996668496, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 236.75, "rpn/num_pos_anchors": 19.25, "time": 0.5473569499990845, "total_loss": 1.238586202613078} {"data_time": 0.012839809998695273, "eta_seconds": 116289.22866855207, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.3266158315177923, "fast_rcnn/fg_cls_accuracy": 0.6270588235294118, "iteration": 64199, "loss_box_reg": 0.24554725526832044, "loss_cls": 0.2323244963772595, "loss_mask": 0.2617641445249319, "loss_rpn_cls": 0.04930057452293113, "loss_rpn_loc": 0.08120780874742195, "loss_sem_seg": 0.31198755092918873, "lr": 0.02, "mask_rcnn/accuracy": 0.8779805567007948, "mask_rcnn/false_negative": 0.10264122877292048, "mask_rcnn/false_positive": 0.12830998697158008, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5708841209998354, "total_loss": 1.194779582961928} {"data_time": 0.013587965499027632, "eta_seconds": 116203.86654194817, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.3883040935672515, "fast_rcnn/fg_cls_accuracy": 0.5513784461152882, "iteration": 64219, "loss_box_reg": 0.2312986832112074, "loss_cls": 0.22668477334082127, "loss_mask": 0.2616519657894969, "loss_rpn_cls": 0.05441353892092593, "loss_rpn_loc": 0.0834770025103353, "loss_sem_seg": 0.3600169117562473, "lr": 0.02, "mask_rcnn/accuracy": 0.8817413710450623, "mask_rcnn/false_negative": 0.0944049216030633, "mask_rcnn/false_positive": 0.14139464906328647, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5587467110017315, "total_loss": 1.1924546138616279} {"data_time": 0.01268989250093, "eta_seconds": 116168.17943399711, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3582317073170732, "fast_rcnn/fg_cls_accuracy": 0.5787634408602151, "iteration": 64239, "loss_box_reg": 0.24179511796683073, "loss_cls": 0.24844924360513687, "loss_mask": 0.27630504686385393, "loss_rpn_cls": 0.04948617290938273, "loss_rpn_loc": 0.07916091522201896, "loss_sem_seg": 0.37208300875499845, "lr": 0.02, "mask_rcnn/accuracy": 0.8720170068027211, "mask_rcnn/false_negative": 0.10024276322380152, "mask_rcnn/false_positive": 0.13076585642876135, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.559880239998165, "total_loss": 1.2708538299339125} {"data_time": 0.012609860499651404, "eta_seconds": 116165.03829906986, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.3959199584199584, "fast_rcnn/fg_cls_accuracy": 0.5418406593406594, "iteration": 64259, "loss_box_reg": 0.24312001303769648, "loss_cls": 0.23087129183113575, "loss_mask": 0.26321493834257126, "loss_rpn_cls": 0.057482716045342386, "loss_rpn_loc": 0.0632412371924147, "loss_sem_seg": 0.3471208633854985, "lr": 0.02, "mask_rcnn/accuracy": 0.880580179060197, "mask_rcnn/false_negative": 0.10171380435251665, "mask_rcnn/false_positive": 0.13220296828805417, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5680044880027708, "total_loss": 1.225244140778159} {"data_time": 0.011829917497379938, "eta_seconds": 116123.05710111519, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.4022727272727273, "fast_rcnn/fg_cls_accuracy": 0.583492195877517, "iteration": 64279, "loss_box_reg": 0.25164455379126593, "loss_cls": 0.2550563500262797, "loss_mask": 0.2760123210027814, "loss_rpn_cls": 0.05275239184265956, "loss_rpn_loc": 0.07765470481535885, "loss_sem_seg": 0.3408914403989911, "lr": 0.02, "mask_rcnn/accuracy": 0.88817281782843, "mask_rcnn/false_negative": 0.10428344742222607, "mask_rcnn/false_positive": 0.1180693509112571, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5694420670042746, "total_loss": 1.2638464208284859} {"data_time": 0.012529690498922719, "eta_seconds": 116176.05505042631, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.41596899224806205, "fast_rcnn/fg_cls_accuracy": 0.5164622529173613, "iteration": 64299, "loss_box_reg": 0.24017007695510983, "loss_cls": 0.2311754550319165, "loss_mask": 0.28115758718922734, "loss_rpn_cls": 0.041276869538705796, "loss_rpn_loc": 0.08420229741022922, "loss_sem_seg": 0.3422951204702258, "lr": 0.02, "mask_rcnn/accuracy": 0.8779450725774891, "mask_rcnn/false_negative": 0.09857828312650911, "mask_rcnn/false_positive": 0.13492935532030437, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 236.5, "rpn/num_pos_anchors": 19.5, "time": 0.5711463970001205, "total_loss": 1.250104581413325} {"data_time": 0.013528571998904226, "eta_seconds": 116147.39686469811, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.468056453350571, "fast_rcnn/fg_cls_accuracy": 0.477389469822051, "iteration": 64319, "loss_box_reg": 0.23261639894917607, "loss_cls": 0.22419461142271757, "loss_mask": 0.26494258269667625, "loss_rpn_cls": 0.05797994016029406, "loss_rpn_loc": 0.0902787537779659, "loss_sem_seg": 0.36957741086371243, "lr": 0.02, "mask_rcnn/accuracy": 0.897855553112334, "mask_rcnn/false_negative": 0.0840016142017517, "mask_rcnn/false_positive": 0.11997173171672698, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5628872984962072, "total_loss": 1.2352779898501467} {"data_time": 0.012048628501361236, "eta_seconds": 116153.46380292621, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.33662829496162827, "fast_rcnn/fg_cls_accuracy": 0.5733233233233233, "iteration": 64339, "loss_box_reg": 0.23099324945360422, "loss_cls": 0.2339968392625451, "loss_mask": 0.2689703186042607, "loss_rpn_cls": 0.045572775015898515, "loss_rpn_loc": 0.08366539364214987, "loss_sem_seg": 0.36154428333975375, "lr": 0.02, "mask_rcnn/accuracy": 0.8814637132466133, "mask_rcnn/false_negative": 0.07622661338038586, "mask_rcnn/false_positive": 0.15400280634893593, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5684981270023854, "total_loss": 1.2368454925017431} {"data_time": 0.012388949497108115, "eta_seconds": 116206.24529697784, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.342022489580876, "fast_rcnn/fg_cls_accuracy": 0.6083333333333334, "iteration": 64359, "loss_box_reg": 0.23785357922315598, "loss_cls": 0.22859914368018508, "loss_mask": 0.2759981770068407, "loss_rpn_cls": 0.04499725400819443, "loss_rpn_loc": 0.07207953045144677, "loss_sem_seg": 0.347958130761981, "lr": 0.02, "mask_rcnn/accuracy": 0.8861620225013083, "mask_rcnn/false_negative": 0.10131058261977388, "mask_rcnn/false_positive": 0.11538784890233106, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5683450910000829, "total_loss": 1.1865055943271727} {"data_time": 0.012379952499031788, "eta_seconds": 116235.0017017851, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.3469320066334992, "fast_rcnn/fg_cls_accuracy": 0.6478026533996684, "iteration": 64379, "loss_box_reg": 0.24295172467827797, "loss_cls": 0.2143114667851478, "loss_mask": 0.2660305751487613, "loss_rpn_cls": 0.0447733243345283, "loss_rpn_loc": 0.0735457766422769, "loss_sem_seg": 0.32225298834964633, "lr": 0.02, "mask_rcnn/accuracy": 0.887201137323061, "mask_rcnn/false_negative": 0.0999074006508869, "mask_rcnn/false_positive": 0.1336547848001977, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.564556380497379, "total_loss": 1.182579780346714} {"data_time": 0.013246679998701438, "eta_seconds": 116223.69594977517, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.39986814899163947, "fast_rcnn/fg_cls_accuracy": 0.5481998819594727, "iteration": 64399, "loss_box_reg": 0.2511017026845366, "loss_cls": 0.23708543460816145, "loss_mask": 0.26687790313735604, "loss_rpn_cls": 0.04353885160526261, "loss_rpn_loc": 0.0828041872009635, "loss_sem_seg": 0.34194482071325183, "lr": 0.02, "mask_rcnn/accuracy": 0.9073671863850435, "mask_rcnn/false_negative": 0.07619225683385011, "mask_rcnn/false_positive": 0.12246865459710339, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 236.0, "rpn/num_pos_anchors": 20.0, "time": 0.570664062997821, "total_loss": 1.2511815128673334} {"data_time": 0.013805765502183931, "eta_seconds": 116272.40083380598, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.42547092547092547, "fast_rcnn/fg_cls_accuracy": 0.5231811199553135, "iteration": 64419, "loss_box_reg": 0.2317831302061677, "loss_cls": 0.2405061749741435, "loss_mask": 0.28164013382047415, "loss_rpn_cls": 0.06348534661810845, "loss_rpn_loc": 0.08082352372002788, "loss_sem_seg": 0.37915143743157387, "lr": 0.02, "mask_rcnn/accuracy": 0.8821863922111053, "mask_rcnn/false_negative": 0.09418428975063065, "mask_rcnn/false_positive": 0.14897810097910352, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 205.75, "rpn/num_pos_anchors": 50.25, "time": 0.5607951779966243, "total_loss": 1.2527206659142394} {"data_time": 0.012245504498423543, "eta_seconds": 116239.29278856072, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.4333037825059102, "fast_rcnn/fg_cls_accuracy": 0.5278671510119357, "iteration": 64439, "loss_box_reg": 0.22769563691690564, "loss_cls": 0.2233104188926518, "loss_mask": 0.2681114007718861, "loss_rpn_cls": 0.044491960492450744, "loss_rpn_loc": 0.07773369722417556, "loss_sem_seg": 0.39008364360779524, "lr": 0.02, "mask_rcnn/accuracy": 0.8748891404590979, "mask_rcnn/false_negative": 0.11539916485714063, "mask_rcnn/false_positive": 0.1492223682868653, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5595256814995082, "total_loss": 1.2317104484827723} {"data_time": 0.013098070998239564, "eta_seconds": 116280.01705053764, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.4218045112781955, "fast_rcnn/fg_cls_accuracy": 0.5192592592592593, "iteration": 64459, "loss_box_reg": 0.25701828952878714, "loss_cls": 0.25351537205278873, "loss_mask": 0.2626012498512864, "loss_rpn_cls": 0.0507042886747513, "loss_rpn_loc": 0.08369504375150427, "loss_sem_seg": 0.32649593288078904, "lr": 0.02, "mask_rcnn/accuracy": 0.8834690995042085, "mask_rcnn/false_negative": 0.11292452941420839, "mask_rcnn/false_positive": 0.12294975919173204, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5652950379990216, "total_loss": 1.2856332322116941} {"data_time": 0.012295352498767897, "eta_seconds": 116196.58879581225, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.3350229600847757, "fast_rcnn/fg_cls_accuracy": 0.5957070707070706, "iteration": 64479, "loss_box_reg": 0.23767282557673752, "loss_cls": 0.23496676329523325, "loss_mask": 0.24971605744212866, "loss_rpn_cls": 0.04637256893329322, "loss_rpn_loc": 0.08142024325206876, "loss_sem_seg": 0.35087039414793253, "lr": 0.02, "mask_rcnn/accuracy": 0.8900789650537635, "mask_rcnn/false_negative": 0.0860599829250314, "mask_rcnn/false_positive": 0.16864438216073394, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.5535497780001606, "total_loss": 1.1882205651781987} {"data_time": 0.011961113497818587, "eta_seconds": 116167.16718972547, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3784090909090909, "fast_rcnn/fg_cls_accuracy": 0.5960820895522387, "iteration": 64499, "loss_box_reg": 0.2339927637949586, "loss_cls": 0.22467066114768386, "loss_mask": 0.25294817984104156, "loss_rpn_cls": 0.045129058562451974, "loss_rpn_loc": 0.0770630051556509, "loss_sem_seg": 0.38363922014832497, "lr": 0.02, "mask_rcnn/accuracy": 0.8741117499930458, "mask_rcnn/false_negative": 0.12114495449696419, "mask_rcnn/false_positive": 0.13009454694334652, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5600901834986871, "total_loss": 1.2126478004647652} {"data_time": 0.01349845049844589, "eta_seconds": 116194.05491064086, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.345, "fast_rcnn/fg_cls_accuracy": 0.6000000000000001, "iteration": 64519, "loss_box_reg": 0.23355971463024616, "loss_cls": 0.23369477409869432, "loss_mask": 0.25865886081010103, "loss_rpn_cls": 0.046402959764236584, "loss_rpn_loc": 0.062440632173093036, "loss_sem_seg": 0.37264124350622296, "lr": 0.02, "mask_rcnn/accuracy": 0.8819820371532712, "mask_rcnn/false_negative": 0.08882749719772579, "mask_rcnn/false_positive": 0.12664518191331509, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 234.25, "rpn/num_pos_anchors": 21.75, "time": 0.5687709105004615, "total_loss": 1.2468077282901504} {"data_time": 0.013135517998307478, "eta_seconds": 116220.10040777785, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.34260977118119973, "fast_rcnn/fg_cls_accuracy": 0.6135204081632653, "iteration": 64539, "loss_box_reg": 0.256536946631968, "loss_cls": 0.24427319038659334, "loss_mask": 0.27828658977523446, "loss_rpn_cls": 0.04649776105361525, "loss_rpn_loc": 0.07463306211866438, "loss_sem_seg": 0.3596507862675935, "lr": 0.02, "mask_rcnn/accuracy": 0.9010758923750906, "mask_rcnn/false_negative": 0.08780105440139202, "mask_rcnn/false_positive": 0.09952714694154814, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.571537088999321, "total_loss": 1.2865881765028462} {"data_time": 0.013010349499381846, "eta_seconds": 116157.82088307416, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.39173886349682785, "fast_rcnn/fg_cls_accuracy": 0.535988575055538, "iteration": 64559, "loss_box_reg": 0.24736949941143394, "loss_cls": 0.2180465324781835, "loss_mask": 0.26928691705688834, "loss_rpn_cls": 0.0475586345710326, "loss_rpn_loc": 0.07443326752400026, "loss_sem_seg": 0.33727280190214515, "lr": 0.02, "mask_rcnn/accuracy": 0.8812327443201786, "mask_rcnn/false_negative": 0.10635660048684559, "mask_rcnn/false_positive": 0.158247761437673, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.5604744504998962, "total_loss": 1.2078080308274366} {"data_time": 0.012780587498127716, "eta_seconds": 116146.51273904419, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.32394213381555154, "fast_rcnn/fg_cls_accuracy": 0.63222049689441, "iteration": 64579, "loss_box_reg": 0.2163920506136492, "loss_cls": 0.20879476750269532, "loss_mask": 0.2643119669519365, "loss_rpn_cls": 0.0412241835729219, "loss_rpn_loc": 0.07422576859244145, "loss_sem_seg": 0.33467080630362034, "lr": 0.02, "mask_rcnn/accuracy": 0.8895235850551402, "mask_rcnn/false_negative": 0.07676068531209801, "mask_rcnn/false_positive": 0.1453278886558608, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5707131234994449, "total_loss": 1.1689288938359823} {"data_time": 0.01324073849900742, "eta_seconds": 116110.63842967578, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.3607936507936508, "fast_rcnn/fg_cls_accuracy": 0.5825221540558964, "iteration": 64599, "loss_box_reg": 0.24207444116473198, "loss_cls": 0.22467853780835867, "loss_mask": 0.2746655736118555, "loss_rpn_cls": 0.04917665275570471, "loss_rpn_loc": 0.07495325551280985, "loss_sem_seg": 0.35371467703953385, "lr": 0.02, "mask_rcnn/accuracy": 0.8798524844720497, "mask_rcnn/false_negative": 0.12392640559943988, "mask_rcnn/false_positive": 0.11737280713185952, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 206.0, "rpn/num_pos_anchors": 50.0, "time": 0.5582224760000827, "total_loss": 1.2291182057670085} {"data_time": 0.012044822502502939, "eta_seconds": 116099.33267766584, "fast_rcnn/cls_accuracy": 0.9111328125, "fast_rcnn/false_negative": 0.4139309764309764, "fast_rcnn/fg_cls_accuracy": 0.5699466508595139, "iteration": 64619, "loss_box_reg": 0.2443086877465248, "loss_cls": 0.23043272038921714, "loss_mask": 0.2706604655832052, "loss_rpn_cls": 0.04581540898652747, "loss_rpn_loc": 0.07380887190811336, "loss_sem_seg": 0.3496374115347862, "lr": 0.02, "mask_rcnn/accuracy": 0.88623314240037, "mask_rcnn/false_negative": 0.08900893132010251, "mask_rcnn/false_positive": 0.13247837528610223, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5660932989994762, "total_loss": 1.2210988723963965} {"data_time": 0.012601044498296687, "eta_seconds": 116024.55589880858, "fast_rcnn/cls_accuracy": 0.912109375, "fast_rcnn/false_negative": 0.38143891017454234, "fast_rcnn/fg_cls_accuracy": 0.5822723765432098, "iteration": 64639, "loss_box_reg": 0.23918364802375436, "loss_cls": 0.2410626073833555, "loss_mask": 0.2692131707444787, "loss_rpn_cls": 0.04136780509725213, "loss_rpn_loc": 0.07870299453497864, "loss_sem_seg": 0.31456569163128734, "lr": 0.02, "mask_rcnn/accuracy": 0.8810914917686721, "mask_rcnn/false_negative": 0.09625984665816886, "mask_rcnn/false_positive": 0.14767543022255725, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.5628931704959541, "total_loss": 1.1949817100539804} {"data_time": 0.01234331950035994, "eta_seconds": 116101.2801629243, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.31335692171605484, "fast_rcnn/fg_cls_accuracy": 0.6570665584964337, "iteration": 64659, "loss_box_reg": 0.25097360578365624, "loss_cls": 0.2320948694832623, "loss_mask": 0.2686142483726144, "loss_rpn_cls": 0.04597760761680547, "loss_rpn_loc": 0.08673761744285002, "loss_sem_seg": 0.33374570682644844, "lr": 0.02, "mask_rcnn/accuracy": 0.872376477545196, "mask_rcnn/false_negative": 0.08257682175161954, "mask_rcnn/false_positive": 0.10614351242502686, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5753017914976226, "total_loss": 1.2642150700557977} {"data_time": 0.013026167001953581, "eta_seconds": 116001.95675760868, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.4078527962909302, "fast_rcnn/fg_cls_accuracy": 0.5368398749933789, "iteration": 64679, "loss_box_reg": 0.23877528961747885, "loss_cls": 0.2225444542709738, "loss_mask": 0.2762187207117677, "loss_rpn_cls": 0.056945251242723316, "loss_rpn_loc": 0.0940120320301503, "loss_sem_seg": 0.3723870553076267, "lr": 0.02, "mask_rcnn/accuracy": 0.877255048666369, "mask_rcnn/false_negative": 0.11125796042643264, "mask_rcnn/false_positive": 0.15248122365605288, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.563302273501904, "total_loss": 1.2526643582968973} {"data_time": 0.012722544499411015, "eta_seconds": 116023.63222402941, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.37164502164502167, "fast_rcnn/fg_cls_accuracy": 0.6100701822162127, "iteration": 64699, "loss_box_reg": 0.21200647903606296, "loss_cls": 0.19570248061791062, "loss_mask": 0.25673696864396334, "loss_rpn_cls": 0.05405024622450583, "loss_rpn_loc": 0.07300696917809546, "loss_sem_seg": 0.3732605082914233, "lr": 0.02, "mask_rcnn/accuracy": 0.8821332715433077, "mask_rcnn/false_negative": 0.09271933970921944, "mask_rcnn/false_positive": 0.13527890270215365, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5759208214985847, "total_loss": 1.1714755052380497} {"data_time": 0.011660443498840323, "eta_seconds": 115979.35761640879, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.361328125, "fast_rcnn/fg_cls_accuracy": 0.6072781385281385, "iteration": 64719, "loss_box_reg": 0.2460638526827097, "loss_cls": 0.24124756269156933, "loss_mask": 0.2695322837680578, "loss_rpn_cls": 0.053989735708455555, "loss_rpn_loc": 0.08662528343847953, "loss_sem_seg": 0.32430912810377777, "lr": 0.02, "mask_rcnn/accuracy": 0.8854819864053787, "mask_rcnn/false_negative": 0.1019164170355765, "mask_rcnn/false_positive": 0.12282442638391329, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5583801849970769, "total_loss": 1.2485994964954443} {"data_time": 0.011778961001255084, "eta_seconds": 116076.520010962, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.4250057510927076, "fast_rcnn/fg_cls_accuracy": 0.5174833218311479, "iteration": 64739, "loss_box_reg": 0.23643898218870163, "loss_cls": 0.228149875998497, "loss_mask": 0.26059755915775895, "loss_rpn_cls": 0.044645192014286295, "loss_rpn_loc": 0.06534086522879079, "loss_sem_seg": 0.3679766640998423, "lr": 0.02, "mask_rcnn/accuracy": 0.8734819996783045, "mask_rcnn/false_negative": 0.10142721395971369, "mask_rcnn/false_positive": 0.16509304362388216, "roi_head/num_bg_samples": 432.75, "roi_head/num_fg_samples": 79.25, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5803556300015771, "total_loss": 1.2017093081376515} {"data_time": 0.011366648497642018, "eta_seconds": 115971.80346215189, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.35624999999999996, "fast_rcnn/fg_cls_accuracy": 0.5403976311336718, "iteration": 64759, "loss_box_reg": 0.22238568495959044, "loss_cls": 0.21730150352232158, "loss_mask": 0.2711602901108563, "loss_rpn_cls": 0.04647043871227652, "loss_rpn_loc": 0.06951632785785478, "loss_sem_seg": 0.3725038869306445, "lr": 0.02, "mask_rcnn/accuracy": 0.8973718280882065, "mask_rcnn/false_negative": 0.08459999555011544, "mask_rcnn/false_positive": 0.12423795505089169, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5618716749995656, "total_loss": 1.206121677707415} {"data_time": 0.012085439000657061, "eta_seconds": 115996.83126201663, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.4112236461347665, "fast_rcnn/fg_cls_accuracy": 0.5432071852110221, "iteration": 64779, "loss_box_reg": 0.24568809568881989, "loss_cls": 0.22781728184781969, "loss_mask": 0.26940088625997305, "loss_rpn_cls": 0.05271978140808642, "loss_rpn_loc": 0.08120122726541013, "loss_sem_seg": 0.3708431916311383, "lr": 0.02, "mask_rcnn/accuracy": 0.9041176881086781, "mask_rcnn/false_negative": 0.08212383530728518, "mask_rcnn/false_positive": 0.11688629637273232, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5742280250015028, "total_loss": 1.2424131050647702} {"data_time": 0.013192551999964053, "eta_seconds": 115934.15933400899, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.32589459986987634, "fast_rcnn/fg_cls_accuracy": 0.6072457442164994, "iteration": 64799, "loss_box_reg": 0.2252867380157113, "loss_cls": 0.2216337607242167, "loss_mask": 0.2655286989174783, "loss_rpn_cls": 0.04247169609880075, "loss_rpn_loc": 0.06665022518427577, "loss_sem_seg": 0.3671040735207498, "lr": 0.02, "mask_rcnn/accuracy": 0.8875, "mask_rcnn/false_negative": 0.08458619487690561, "mask_rcnn/false_positive": 0.12478629005145275, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5534948930035171, "total_loss": 1.2332894522260176} {"data_time": 0.013118331000441685, "eta_seconds": 115908.52941032403, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.37473958333333335, "fast_rcnn/fg_cls_accuracy": 0.584319526627219, "iteration": 64819, "loss_box_reg": 0.23330681445077062, "loss_cls": 0.23169142450205982, "loss_mask": 0.25787867046892643, "loss_rpn_cls": 0.05516483599785715, "loss_rpn_loc": 0.08339634805452079, "loss_sem_seg": 0.36017722077667713, "lr": 0.02, "mask_rcnn/accuracy": 0.8767646205769128, "mask_rcnn/false_negative": 0.10019195479622348, "mask_rcnn/false_positive": 0.12528969731000816, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5595590624980105, "total_loss": 1.2007119274931028} {"data_time": 0.012161369500972796, "eta_seconds": 115926.59931543183, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.3806818181818182, "fast_rcnn/fg_cls_accuracy": 0.5743357487922706, "iteration": 64839, "loss_box_reg": 0.2556879750918597, "loss_cls": 0.26030445471405983, "loss_mask": 0.2762285294011235, "loss_rpn_cls": 0.053786509568453766, "loss_rpn_loc": 0.06932653850526549, "loss_sem_seg": 0.355768078006804, "lr": 0.02, "mask_rcnn/accuracy": 0.8693426624718603, "mask_rcnn/false_negative": 0.10478033389452851, "mask_rcnn/false_positive": 0.1206399775290545, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5689235610007017, "total_loss": 1.2745165286396514} {"data_time": 0.012571296505484497, "eta_seconds": 115874.13355789086, "fast_rcnn/cls_accuracy": 0.9130859375, "fast_rcnn/false_negative": 0.3978786816269285, "fast_rcnn/fg_cls_accuracy": 0.5268866258535436, "iteration": 64859, "loss_box_reg": 0.23944547399878502, "loss_cls": 0.23493351368233562, "loss_mask": 0.27755384240299463, "loss_rpn_cls": 0.054921422502957284, "loss_rpn_loc": 0.0781139388855081, "loss_sem_seg": 0.38303275289945304, "lr": 0.02, "mask_rcnn/accuracy": 0.8706235481496557, "mask_rcnn/false_negative": 0.11821041696840694, "mask_rcnn/false_positive": 0.14337527102391467, "roi_head/num_bg_samples": 423.25, "roi_head/num_fg_samples": 88.75, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.5686192859975563, "total_loss": 1.284733412307105} {"data_time": 0.012131177500123158, "eta_seconds": 115816.71374369983, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.3666137005649718, "fast_rcnn/fg_cls_accuracy": 0.6076315789473684, "iteration": 64879, "loss_box_reg": 0.23356558289378881, "loss_cls": 0.23006846010684967, "loss_mask": 0.25625303061679006, "loss_rpn_cls": 0.04664970564772375, "loss_rpn_loc": 0.06790945466491394, "loss_sem_seg": 0.34079343266785145, "lr": 0.02, "mask_rcnn/accuracy": 0.881387088405907, "mask_rcnn/false_negative": 0.10955935506710618, "mask_rcnn/false_positive": 0.13015133539778873, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5600848105023033, "total_loss": 1.2259126221761107} {"data_time": 0.011619120501563884, "eta_seconds": 115776.3158469887, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.39533792240300375, "fast_rcnn/fg_cls_accuracy": 0.5837662337662337, "iteration": 64899, "loss_box_reg": 0.23837936436757445, "loss_cls": 0.2281792825087905, "loss_mask": 0.2673956947401166, "loss_rpn_cls": 0.052835110924206674, "loss_rpn_loc": 0.08084979583509266, "loss_sem_seg": 0.3896654462441802, "lr": 0.02, "mask_rcnn/accuracy": 0.8911219849985292, "mask_rcnn/false_negative": 0.08367443058200628, "mask_rcnn/false_positive": 0.13156062963197435, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5635255680026603, "total_loss": 1.3073404065798968} {"data_time": 0.012271756000700407, "eta_seconds": 115770.23736960864, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.3814852150537634, "fast_rcnn/fg_cls_accuracy": 0.556037179372598, "iteration": 64919, "loss_box_reg": 0.2490585467312485, "loss_cls": 0.24075177777558565, "loss_mask": 0.2699735965579748, "loss_rpn_cls": 0.054440199106466025, "loss_rpn_loc": 0.08484716981183738, "loss_sem_seg": 0.355881423689425, "lr": 0.02, "mask_rcnn/accuracy": 0.8732927560425092, "mask_rcnn/false_negative": 0.10045083813435243, "mask_rcnn/false_positive": 0.1348223517625901, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5668914529996982, "total_loss": 1.2688779018062633} {"data_time": 0.012226367001858307, "eta_seconds": 115767.37579588329, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.4078674948240166, "fast_rcnn/fg_cls_accuracy": 0.5468376068376068, "iteration": 64939, "loss_box_reg": 0.23201035521924496, "loss_cls": 0.22010938241146505, "loss_mask": 0.2526712534017861, "loss_rpn_cls": 0.0484879087889567, "loss_rpn_loc": 0.06735011329874396, "loss_sem_seg": 0.3427284178324044, "lr": 0.02, "mask_rcnn/accuracy": 0.8918719771002346, "mask_rcnn/false_negative": 0.09453321838532666, "mask_rcnn/false_positive": 0.1252452584524383, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5611450414980936, "total_loss": 1.1919890784774907} {"data_time": 0.012988877002499066, "eta_seconds": 115747.65697700872, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3394718309859155, "fast_rcnn/fg_cls_accuracy": 0.6196067415730337, "iteration": 64959, "loss_box_reg": 0.23464971676003188, "loss_cls": 0.2370359618216753, "loss_mask": 0.25908676348626614, "loss_rpn_cls": 0.050008338075713255, "loss_rpn_loc": 0.07400003680959344, "loss_sem_seg": 0.3362580412067473, "lr": 0.02, "mask_rcnn/accuracy": 0.8950963359247288, "mask_rcnn/false_negative": 0.08098245365113271, "mask_rcnn/false_positive": 0.1492223577793254, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5562053425019258, "total_loss": 1.2117136304732412} {"data_time": 0.012254241497430485, "eta_seconds": 115652.12508681997, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.3768432728696333, "fast_rcnn/fg_cls_accuracy": 0.5749755620723362, "iteration": 64979, "loss_box_reg": 0.23540037032216787, "loss_cls": 0.25050203409045935, "loss_mask": 0.26803984865546227, "loss_rpn_cls": 0.04560151865007356, "loss_rpn_loc": 0.07430548663251102, "loss_sem_seg": 0.3807905539870262, "lr": 0.02, "mask_rcnn/accuracy": 0.8955971886177151, "mask_rcnn/false_negative": 0.08593115120086958, "mask_rcnn/false_positive": 0.13797017211640256, "roi_head/num_bg_samples": 463.75, "roi_head/num_fg_samples": 48.25, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.553122033499676, "total_loss": 1.2743152175098658} {"data_time": 0.012040287496347446, "eta_seconds": 115688.74804985125, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.3728619029988893, "fast_rcnn/fg_cls_accuracy": 0.5814083614864864, "iteration": 64999, "loss_box_reg": 0.23745310446247458, "loss_cls": 0.21305160457268357, "loss_mask": 0.27084046974778175, "loss_rpn_cls": 0.04561409045709297, "loss_rpn_loc": 0.0823086517630145, "loss_sem_seg": 0.33443710394203663, "lr": 0.02, "mask_rcnn/accuracy": 0.8760455318491033, "mask_rcnn/false_negative": 0.10663275454951723, "mask_rcnn/false_positive": 0.12108191942466937, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.562776043498161, "total_loss": 1.1859843695056043} {"data_time": 0.0134246979978343, "eta_seconds": 115598.92436242387, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.3338366407822836, "fast_rcnn/fg_cls_accuracy": 0.611430625449317, "iteration": 65019, "loss_box_reg": 0.2459786757826805, "loss_cls": 0.23740154411643744, "loss_mask": 0.2689711810089648, "loss_rpn_cls": 0.053493638057261705, "loss_rpn_loc": 0.08910371828824282, "loss_sem_seg": 0.3516528671607375, "lr": 0.02, "mask_rcnn/accuracy": 0.8953370178162798, "mask_rcnn/false_negative": 0.08986293030479751, "mask_rcnn/false_positive": 0.12091190299383453, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5476308180041087, "total_loss": 1.2316891204100102} {"data_time": 0.012059031501848949, "eta_seconds": 115543.12477001411, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.3278278278278278, "fast_rcnn/fg_cls_accuracy": 0.6310162002945507, "iteration": 65039, "loss_box_reg": 0.2362994379363954, "loss_cls": 0.21700138878077269, "loss_mask": 0.2656534961424768, "loss_rpn_cls": 0.04118566896067932, "loss_rpn_loc": 0.07667109870817512, "loss_sem_seg": 0.32427655649371445, "lr": 0.02, "mask_rcnn/accuracy": 0.8866594656738351, "mask_rcnn/false_negative": 0.09663320756867037, "mask_rcnn/false_positive": 0.1352481834936609, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.556007851002505, "total_loss": 1.1795789018506184} {"data_time": 0.012331373498454923, "eta_seconds": 115542.45541202539, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.31886470337174566, "fast_rcnn/fg_cls_accuracy": 0.5944444444444444, "iteration": 65059, "loss_box_reg": 0.2436168035492301, "loss_cls": 0.24013352813199162, "loss_mask": 0.26526417024433613, "loss_rpn_cls": 0.05172708665486425, "loss_rpn_loc": 0.0892443364718929, "loss_sem_seg": 0.3500951256137341, "lr": 0.02, "mask_rcnn/accuracy": 0.8718415728360309, "mask_rcnn/false_negative": 0.10141206605741114, "mask_rcnn/false_positive": 0.12290188065432311, "roi_head/num_bg_samples": 460.25, "roi_head/num_fg_samples": 51.75, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5720877075000317, "total_loss": 1.2793074747896753} {"data_time": 0.01260917650142801, "eta_seconds": 115531.17973215537, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.4485354330708662, "fast_rcnn/fg_cls_accuracy": 0.46079545454545456, "iteration": 65079, "loss_box_reg": 0.24438828136771917, "loss_cls": 0.24615551764145494, "loss_mask": 0.2730487333610654, "loss_rpn_cls": 0.057848062890116125, "loss_rpn_loc": 0.08608367196575273, "loss_sem_seg": 0.36947669740766287, "lr": 0.02, "mask_rcnn/accuracy": 0.8935401732518772, "mask_rcnn/false_negative": 0.09216795058129118, "mask_rcnn/false_positive": 0.12610258905091265, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 238.0, "rpn/num_pos_anchors": 18.0, "time": 0.5550616755026567, "total_loss": 1.29595321562374} {"data_time": 0.011580663496715715, "eta_seconds": 115553.808405584, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.37356505102040816, "fast_rcnn/fg_cls_accuracy": 0.5729905437352246, "iteration": 65099, "loss_box_reg": 0.2606828724965453, "loss_cls": 0.2484570574015379, "loss_mask": 0.2756378250196576, "loss_rpn_cls": 0.05936191222281195, "loss_rpn_loc": 0.08822774619329721, "loss_sem_seg": 0.3721702201291919, "lr": 0.02, "mask_rcnn/accuracy": 0.888750779567146, "mask_rcnn/false_negative": 0.0913760582672397, "mask_rcnn/false_positive": 0.1488708186507538, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.5723348975006957, "total_loss": 1.267832501383964} {"data_time": 0.011800134998338763, "eta_seconds": 115573.15123774034, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.42744190110082125, "fast_rcnn/fg_cls_accuracy": 0.5405013766120852, "iteration": 65119, "loss_box_reg": 0.22723274328745902, "loss_cls": 0.2229126589372754, "loss_mask": 0.2664781454950571, "loss_rpn_cls": 0.04660557355964556, "loss_rpn_loc": 0.07355468563036993, "loss_sem_seg": 0.36550983414053917, "lr": 0.02, "mask_rcnn/accuracy": 0.8711372106436782, "mask_rcnn/false_negative": 0.09645536003074415, "mask_rcnn/false_positive": 0.16890799305535936, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.5671517750015482, "total_loss": 1.2145583885285305} {"data_time": 0.012268587499420391, "eta_seconds": 115646.04521030908, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.3544484834038496, "fast_rcnn/fg_cls_accuracy": 0.5108965157249119, "iteration": 65139, "loss_box_reg": 0.254317533923313, "loss_cls": 0.24191930005326867, "loss_mask": 0.2680049384944141, "loss_rpn_cls": 0.05067150772083551, "loss_rpn_loc": 0.08397071738727391, "loss_sem_seg": 0.3348844754509628, "lr": 0.02, "mask_rcnn/accuracy": 0.8947825006443062, "mask_rcnn/false_negative": 0.08895816365761566, "mask_rcnn/false_positive": 0.12745560620316773, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5679683639973518, "total_loss": 1.23578664145316} {"data_time": 0.013891716000216547, "eta_seconds": 115562.91553447917, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.3704968944099379, "fast_rcnn/fg_cls_accuracy": 0.6166112956810631, "iteration": 65159, "loss_box_reg": 0.2226162680890411, "loss_cls": 0.22373132104985416, "loss_mask": 0.26461571361869574, "loss_rpn_cls": 0.04485664480307605, "loss_rpn_loc": 0.08431274874601513, "loss_sem_seg": 0.3286414563190192, "lr": 0.02, "mask_rcnn/accuracy": 0.8848719018911613, "mask_rcnn/false_negative": 0.09357277273781385, "mask_rcnn/false_positive": 0.12980979605359566, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.5543961184994259, "total_loss": 1.1779933907091618} {"data_time": 0.01252117200056091, "eta_seconds": 115551.63235234917, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.4613810575548915, "fast_rcnn/fg_cls_accuracy": 0.5158393324021346, "iteration": 65179, "loss_box_reg": 0.2268586738500744, "loss_cls": 0.22910054866224527, "loss_mask": 0.26777742244303226, "loss_rpn_cls": 0.05097964545711875, "loss_rpn_loc": 0.08405392029089853, "loss_sem_seg": 0.3481999933719635, "lr": 0.02, "mask_rcnn/accuracy": 0.8803237687123189, "mask_rcnn/false_negative": 0.10271709492890216, "mask_rcnn/false_positive": 0.1532211828188194, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5427975579987105, "total_loss": 1.2131394134048605} {"data_time": 0.0128903624972736, "eta_seconds": 115528.02332398055, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.39075182967398536, "fast_rcnn/fg_cls_accuracy": 0.5619142455482662, "iteration": 65199, "loss_box_reg": 0.22783374041318893, "loss_cls": 0.23087062081322074, "loss_mask": 0.26649408880621195, "loss_rpn_cls": 0.054657199361827224, "loss_rpn_loc": 0.07010202496894635, "loss_sem_seg": 0.2868453497067094, "lr": 0.02, "mask_rcnn/accuracy": 0.8762696217548637, "mask_rcnn/false_negative": 0.10544503394109159, "mask_rcnn/false_positive": 0.12659045449857742, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5669173899987072, "total_loss": 1.1701824920237414} {"data_time": 0.013112531996739563, "eta_seconds": 115529.06598808919, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.32932499599166265, "fast_rcnn/fg_cls_accuracy": 0.62341670675004, "iteration": 65219, "loss_box_reg": 0.21611901093274355, "loss_cls": 0.22235861443914473, "loss_mask": 0.2594981212168932, "loss_rpn_cls": 0.0431389773148112, "loss_rpn_loc": 0.07543345616431907, "loss_sem_seg": 0.345098446123302, "lr": 0.02, "mask_rcnn/accuracy": 0.8938627212630019, "mask_rcnn/false_negative": 0.09605341679954021, "mask_rcnn/false_positive": 0.1270996280852184, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5674051015048462, "total_loss": 1.1964321456034668} {"data_time": 0.012561995998112252, "eta_seconds": 115653.84485301106, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.3344519015659955, "fast_rcnn/fg_cls_accuracy": 0.5995550611790879, "iteration": 65239, "loss_box_reg": 0.22835473739542067, "loss_cls": 0.20550919510424137, "loss_mask": 0.26545560732483864, "loss_rpn_cls": 0.056527452514274046, "loss_rpn_loc": 0.07998551113996655, "loss_sem_seg": 0.35422679083421826, "lr": 0.02, "mask_rcnn/accuracy": 0.8923037867666208, "mask_rcnn/false_negative": 0.09871646500626959, "mask_rcnn/false_positive": 0.1265910298397755, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.576344737495674, "total_loss": 1.1513691319269128} {"data_time": 0.012058392498147441, "eta_seconds": 115663.05134916502, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.41640866873065013, "fast_rcnn/fg_cls_accuracy": 0.5707153231663036, "iteration": 65259, "loss_box_reg": 0.22391104535199702, "loss_cls": 0.21828677272424102, "loss_mask": 0.2732950784265995, "loss_rpn_cls": 0.04679980952641927, "loss_rpn_loc": 0.08310050339787267, "loss_sem_seg": 0.3331615242641419, "lr": 0.02, "mask_rcnn/accuracy": 0.8796767878044702, "mask_rcnn/false_negative": 0.09859010557647678, "mask_rcnn/false_positive": 0.14729737543721014, "roi_head/num_bg_samples": 465.0, "roi_head/num_fg_samples": 47.0, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5756606184986595, "total_loss": 1.172713610547362} {"data_time": 0.013476304498908576, "eta_seconds": 115631.25190907095, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.38744530279293393, "fast_rcnn/fg_cls_accuracy": 0.5315242988653394, "iteration": 65279, "loss_box_reg": 0.23778117122128606, "loss_cls": 0.23460829816758633, "loss_mask": 0.2595723341219127, "loss_rpn_cls": 0.04681030358187854, "loss_rpn_loc": 0.0893522790283896, "loss_sem_seg": 0.36256895726546645, "lr": 0.02, "mask_rcnn/accuracy": 0.8749911027469024, "mask_rcnn/false_negative": 0.08014313965854138, "mask_rcnn/false_positive": 0.13082368210217338, "roi_head/num_bg_samples": 464.25, "roi_head/num_fg_samples": 47.75, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5631948654990993, "total_loss": 1.2344720754772425} {"data_time": 0.012754854000377236, "eta_seconds": 115550.52208518941, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.3114190251572327, "fast_rcnn/fg_cls_accuracy": 0.6106547619047619, "iteration": 65299, "loss_box_reg": 0.25962531846016645, "loss_cls": 0.230844940058887, "loss_mask": 0.2705580345354974, "loss_rpn_cls": 0.049169333768077195, "loss_rpn_loc": 0.07858104709885083, "loss_sem_seg": 0.3536606193520129, "lr": 0.02, "mask_rcnn/accuracy": 0.8802827618743247, "mask_rcnn/false_negative": 0.09443257078525306, "mask_rcnn/false_positive": 0.12585888535414605, "roi_head/num_bg_samples": 460.25, "roi_head/num_fg_samples": 51.75, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5654109945025994, "total_loss": 1.2695665254432242} {"data_time": 0.01317284749893588, "eta_seconds": 115563.59987579877, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.3996323529411765, "fast_rcnn/fg_cls_accuracy": 0.5228857890148213, "iteration": 65319, "loss_box_reg": 0.2261888305656612, "loss_cls": 0.22155038733035326, "loss_mask": 0.27025285828858614, "loss_rpn_cls": 0.04366515469155274, "loss_rpn_loc": 0.07736571913119406, "loss_sem_seg": 0.355304897762835, "lr": 0.02, "mask_rcnn/accuracy": 0.8742663809322322, "mask_rcnn/false_negative": 0.11025394399167232, "mask_rcnn/false_positive": 0.15196325174117395, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 236.25, "rpn/num_pos_anchors": 19.75, "time": 0.5691160610003863, "total_loss": 1.1843312563141808} {"data_time": 0.012609445500856964, "eta_seconds": 115475.15214415002, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.44010212097407697, "fast_rcnn/fg_cls_accuracy": 0.5567302377003869, "iteration": 65339, "loss_box_reg": 0.23716665199026465, "loss_cls": 0.2160843424499035, "loss_mask": 0.2740267291665077, "loss_rpn_cls": 0.048540917690843344, "loss_rpn_loc": 0.08065152209019288, "loss_sem_seg": 0.3402572674676776, "lr": 0.02, "mask_rcnn/accuracy": 0.8856921500717226, "mask_rcnn/false_negative": 0.10345164732372904, "mask_rcnn/false_positive": 0.13805768525113943, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5593596174985578, "total_loss": 1.2280986091936938} {"data_time": 0.013069340002402896, "eta_seconds": 115437.76749646098, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.35419388555003917, "fast_rcnn/fg_cls_accuracy": 0.5874899436846339, "iteration": 65359, "loss_box_reg": 0.25483399955555797, "loss_cls": 0.22335429536178708, "loss_mask": 0.27754851151257753, "loss_rpn_cls": 0.04911021412408445, "loss_rpn_loc": 0.0761280128499493, "loss_sem_seg": 0.35882495157420635, "lr": 0.02, "mask_rcnn/accuracy": 0.8743383290816327, "mask_rcnn/false_negative": 0.09887872420329427, "mask_rcnn/false_positive": 0.13990331155983227, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5619048509979621, "total_loss": 1.2452485743560828} {"data_time": 0.011876815500727389, "eta_seconds": 115482.33446712399, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.33866160378899235, "fast_rcnn/fg_cls_accuracy": 0.6569363321616407, "iteration": 65379, "loss_box_reg": 0.25446191942319274, "loss_cls": 0.2488411032827571, "loss_mask": 0.2656377675011754, "loss_rpn_cls": 0.04687042148725595, "loss_rpn_loc": 0.07953836349770427, "loss_sem_seg": 0.3453505146317184, "lr": 0.02, "mask_rcnn/accuracy": 0.8863900315702007, "mask_rcnn/false_negative": 0.0954517683786531, "mask_rcnn/false_positive": 0.145310253080615, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.5713101740002458, "total_loss": 1.2301821267028572} {"data_time": 0.012948555497132475, "eta_seconds": 115384.62356743448, "fast_rcnn/cls_accuracy": 0.9130859375, "fast_rcnn/false_negative": 0.43487136980413826, "fast_rcnn/fg_cls_accuracy": 0.5541996684472279, "iteration": 65399, "loss_box_reg": 0.2316611330024898, "loss_cls": 0.23159020394086838, "loss_mask": 0.27452988736331463, "loss_rpn_cls": 0.0550138809485361, "loss_rpn_loc": 0.08813769929111004, "loss_sem_seg": 0.3744196582119912, "lr": 0.02, "mask_rcnn/accuracy": 0.8759363641863053, "mask_rcnn/false_negative": 0.11001839239594016, "mask_rcnn/false_positive": 0.14614463474722802, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 208.5, "rpn/num_pos_anchors": 47.5, "time": 0.5529419739978039, "total_loss": 1.2755484210065333} {"data_time": 0.012470571000449127, "eta_seconds": 115409.67018513955, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.3318840579710145, "fast_rcnn/fg_cls_accuracy": 0.5453349452424975, "iteration": 65419, "loss_box_reg": 0.22474172059446573, "loss_cls": 0.21954566705971956, "loss_mask": 0.25867738015949726, "loss_rpn_cls": 0.045402959862258285, "loss_rpn_loc": 0.07373007768183015, "loss_sem_seg": 0.34856356773525476, "lr": 0.02, "mask_rcnn/accuracy": 0.8859188910847768, "mask_rcnn/false_negative": 0.0968951700956739, "mask_rcnn/false_positive": 0.13751672910755083, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5625772430030338, "total_loss": 1.1461387575836852} {"data_time": 0.012537542996142292, "eta_seconds": 115471.49426855966, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.4405080213903743, "fast_rcnn/fg_cls_accuracy": 0.5224878264718902, "iteration": 65439, "loss_box_reg": 0.25317743862979114, "loss_cls": 0.25345865404233336, "loss_mask": 0.2806345010176301, "loss_rpn_cls": 0.05201291653793305, "loss_rpn_loc": 0.09187512614880688, "loss_sem_seg": 0.3563414430245757, "lr": 0.02, "mask_rcnn/accuracy": 0.8962905049876083, "mask_rcnn/false_negative": 0.09583571494232529, "mask_rcnn/false_positive": 0.13503468434757346, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5688373495031556, "total_loss": 1.2876411540200934} {"data_time": 0.013132677500834689, "eta_seconds": 115460.2045804697, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.3312236286919831, "fast_rcnn/fg_cls_accuracy": 0.5631748931589078, "iteration": 65459, "loss_box_reg": 0.25303294556215405, "loss_cls": 0.24231686256825924, "loss_mask": 0.2560480651445687, "loss_rpn_cls": 0.04775881420937367, "loss_rpn_loc": 0.08622562560776714, "loss_sem_seg": 0.3040992417372763, "lr": 0.02, "mask_rcnn/accuracy": 0.8793065072415448, "mask_rcnn/false_negative": 0.10457742984837548, "mask_rcnn/false_positive": 0.13600976134264772, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.567243782497826, "total_loss": 1.2300807317951694} {"data_time": 0.01184203249795246, "eta_seconds": 115473.2633229183, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.34070616883116883, "fast_rcnn/fg_cls_accuracy": 0.6429916317991632, "iteration": 65479, "loss_box_reg": 0.2509346650913358, "loss_cls": 0.21454501221887767, "loss_mask": 0.27421640465036035, "loss_rpn_cls": 0.04195189694291912, "loss_rpn_loc": 0.07532641058787704, "loss_sem_seg": 0.3290291144512594, "lr": 0.02, "mask_rcnn/accuracy": 0.8873147285025896, "mask_rcnn/false_negative": 0.09583384146230779, "mask_rcnn/false_positive": 0.13835582590908319, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5631747965016984, "total_loss": 1.2093812731909566} {"data_time": 0.0127376370037382, "eta_seconds": 115440.26071090811, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.3801299589603283, "fast_rcnn/fg_cls_accuracy": 0.576252236135957, "iteration": 65499, "loss_box_reg": 0.2528368295170367, "loss_cls": 0.23852183390408754, "loss_mask": 0.26402709167450666, "loss_rpn_cls": 0.04728727671317756, "loss_rpn_loc": 0.08479854185134172, "loss_sem_seg": 0.3331467369571328, "lr": 0.02, "mask_rcnn/accuracy": 0.8728420230302897, "mask_rcnn/false_negative": 0.09139415987074102, "mask_rcnn/false_positive": 0.1420727006273746, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5629211994964862, "total_loss": 1.229888397443574} {"data_time": 0.012485201001254609, "eta_seconds": 115378.91443044477, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.2982905982905983, "fast_rcnn/fg_cls_accuracy": 0.6597616942444529, "iteration": 65519, "loss_box_reg": 0.26287482399493456, "loss_cls": 0.2306533153168857, "loss_mask": 0.26372328074648976, "loss_rpn_cls": 0.04652096168138087, "loss_rpn_loc": 0.07974747353000566, "loss_sem_seg": 0.33683885214850307, "lr": 0.02, "mask_rcnn/accuracy": 0.8890891411983513, "mask_rcnn/false_negative": 0.0947405167756698, "mask_rcnn/false_positive": 0.13557571366726362, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5588317504953011, "total_loss": 1.242495202110149} {"data_time": 0.012243026503711008, "eta_seconds": 115359.60285506245, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.3862745098039216, "fast_rcnn/fg_cls_accuracy": 0.5773809523809523, "iteration": 65539, "loss_box_reg": 0.25402583787217736, "loss_cls": 0.21806068858131766, "loss_mask": 0.27054641768336296, "loss_rpn_cls": 0.04619124316377565, "loss_rpn_loc": 0.07275198376737535, "loss_sem_seg": 0.3353184745647013, "lr": 0.02, "mask_rcnn/accuracy": 0.8790239310009718, "mask_rcnn/false_negative": 0.10230461745428204, "mask_rcnn/false_positive": 0.1396610016829663, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5732619275004254, "total_loss": 1.2253089483783697} {"data_time": 0.013061984998785192, "eta_seconds": 115406.39087338823, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.35643875838926176, "fast_rcnn/fg_cls_accuracy": 0.6383101851851851, "iteration": 65559, "loss_box_reg": 0.24916711589321494, "loss_cls": 0.23442505858838558, "loss_mask": 0.26535199070349336, "loss_rpn_cls": 0.053736207191832364, "loss_rpn_loc": 0.08099197837873362, "loss_sem_seg": 0.3787110969424248, "lr": 0.02, "mask_rcnn/accuracy": 0.8932929421768707, "mask_rcnn/false_negative": 0.08779196977905462, "mask_rcnn/false_positive": 0.12166362713067386, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5651574234980217, "total_loss": 1.2581373671273468} {"data_time": 0.01391022250027163, "eta_seconds": 115311.50847921905, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3635454916360669, "fast_rcnn/fg_cls_accuracy": 0.6052682831823937, "iteration": 65579, "loss_box_reg": 0.2375463496427983, "loss_cls": 0.21497066970914602, "loss_mask": 0.2635091235861182, "loss_rpn_cls": 0.04969864070881158, "loss_rpn_loc": 0.07693217386258766, "loss_sem_seg": 0.3103970945812762, "lr": 0.02, "mask_rcnn/accuracy": 0.876367973946125, "mask_rcnn/false_negative": 0.09983931569933688, "mask_rcnn/false_positive": 0.1476883830460453, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.555691483499686, "total_loss": 1.1706625907681882} {"data_time": 0.011732809496606933, "eta_seconds": 115381.17676383995, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.43168297831510266, "fast_rcnn/fg_cls_accuracy": 0.5480238302818948, "iteration": 65599, "loss_box_reg": 0.26486386824399233, "loss_cls": 0.24852443393319845, "loss_mask": 0.27027647849172354, "loss_rpn_cls": 0.05307345278561115, "loss_rpn_loc": 0.0673081602435559, "loss_sem_seg": 0.33833220787346363, "lr": 0.02, "mask_rcnn/accuracy": 0.8750800235919284, "mask_rcnn/false_negative": 0.09137448326635766, "mask_rcnn/false_positive": 0.14014804056657204, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5748708530009026, "total_loss": 1.2560338212933857} {"data_time": 0.01339410649597994, "eta_seconds": 115348.19397457785, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.3377609108159393, "fast_rcnn/fg_cls_accuracy": 0.5722374742621825, "iteration": 65619, "loss_box_reg": 0.22977674612775445, "loss_cls": 0.2196544287726283, "loss_mask": 0.26415811758488417, "loss_rpn_cls": 0.050831298576667905, "loss_rpn_loc": 0.08070626246626489, "loss_sem_seg": 0.41218983102589846, "lr": 0.02, "mask_rcnn/accuracy": 0.8997180368590749, "mask_rcnn/false_negative": 0.0949252596140427, "mask_rcnn/false_positive": 0.10329798526518381, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.5643402004970994, "total_loss": 1.2443585915898439} {"data_time": 0.01193174999934854, "eta_seconds": 115311.20413104456, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.35269655620532814, "fast_rcnn/fg_cls_accuracy": 0.5798689846308893, "iteration": 65639, "loss_box_reg": 0.23714671353809536, "loss_cls": 0.23102471115998924, "loss_mask": 0.2588725630193949, "loss_rpn_cls": 0.056411450903397053, "loss_rpn_loc": 0.07756410277215764, "loss_sem_seg": 0.3632674412801862, "lr": 0.02, "mask_rcnn/accuracy": 0.8764603581634929, "mask_rcnn/false_negative": 0.118746088587947, "mask_rcnn/false_positive": 0.1399011729909961, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 205.25, "rpn/num_pos_anchors": 50.75, "time": 0.5600129509984981, "total_loss": 1.2111303084238898} {"data_time": 0.013365560498641571, "eta_seconds": 115291.89726650224, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.3869444444444444, "fast_rcnn/fg_cls_accuracy": 0.5701086956521739, "iteration": 65659, "loss_box_reg": 0.231798536144197, "loss_cls": 0.21313244756311178, "loss_mask": 0.2648016894236207, "loss_rpn_cls": 0.052713781158672646, "loss_rpn_loc": 0.08706259011523798, "loss_sem_seg": 0.3861008184030652, "lr": 0.02, "mask_rcnn/accuracy": 0.8843282976371158, "mask_rcnn/false_negative": 0.11788633836803616, "mask_rcnn/false_positive": 0.11597970808638206, "roi_head/num_bg_samples": 467.5, "roi_head/num_fg_samples": 44.5, "rpn/num_neg_anchors": 237.25, "rpn/num_pos_anchors": 18.75, "time": 0.5658501715006423, "total_loss": 1.246148486272432} {"data_time": 0.01274777499929769, "eta_seconds": 115280.61300174221, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.35898353614889045, "fast_rcnn/fg_cls_accuracy": 0.5702605321507761, "iteration": 65679, "loss_box_reg": 0.2218335480429232, "loss_cls": 0.21660973993130028, "loss_mask": 0.2602960360236466, "loss_rpn_cls": 0.04708636226132512, "loss_rpn_loc": 0.06868397118523717, "loss_sem_seg": 0.32470116578042507, "lr": 0.02, "mask_rcnn/accuracy": 0.8772210721796959, "mask_rcnn/false_negative": 0.08884984907970317, "mask_rcnn/false_positive": 0.13433606982309101, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.5645288604973757, "total_loss": 1.1662634912354406} {"data_time": 0.013086624501738697, "eta_seconds": 115226.29170944612, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.33476720647773284, "fast_rcnn/fg_cls_accuracy": 0.5558416478918571, "iteration": 65699, "loss_box_reg": 0.248646411113441, "loss_cls": 0.22492251475341618, "loss_mask": 0.2691310425288975, "loss_rpn_cls": 0.05212123936507851, "loss_rpn_loc": 0.09075333131477237, "loss_sem_seg": 0.3851883262395859, "lr": 0.02, "mask_rcnn/accuracy": 0.8805794241104359, "mask_rcnn/false_negative": 0.10286892376585595, "mask_rcnn/false_positive": 0.12737595717799666, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5624419540035888, "total_loss": 1.2480807192041539} {"data_time": 0.012549779501568992, "eta_seconds": 115244.83065785663, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.33255528255528255, "fast_rcnn/fg_cls_accuracy": 0.6046274038461539, "iteration": 65719, "loss_box_reg": 0.23498917743563652, "loss_cls": 0.21261754096485674, "loss_mask": 0.2638648087158799, "loss_rpn_cls": 0.04831833523348905, "loss_rpn_loc": 0.07479509781114757, "loss_sem_seg": 0.3564116496127099, "lr": 0.02, "mask_rcnn/accuracy": 0.8794098914488259, "mask_rcnn/false_negative": 0.10250610843345256, "mask_rcnn/false_positive": 0.14218894609010813, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5712569169991184, "total_loss": 1.1898424218961736} {"data_time": 0.012078117000783095, "eta_seconds": 115184.80682453435, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.39124597207303974, "fast_rcnn/fg_cls_accuracy": 0.5985499462943071, "iteration": 65739, "loss_box_reg": 0.2328612683340907, "loss_cls": 0.2119967215694487, "loss_mask": 0.26795468013733625, "loss_rpn_cls": 0.051169056503567845, "loss_rpn_loc": 0.08089406603539828, "loss_sem_seg": 0.37587267765775323, "lr": 0.02, "mask_rcnn/accuracy": 0.8877485943356935, "mask_rcnn/false_negative": 0.08510621584262881, "mask_rcnn/false_positive": 0.14197353631804716, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.5663049789982324, "total_loss": 1.2046524568286259} {"data_time": 0.01335817450308241, "eta_seconds": 115222.26471571656, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.3492135511191773, "fast_rcnn/fg_cls_accuracy": 0.6244588744588745, "iteration": 65759, "loss_box_reg": 0.2442918037995696, "loss_cls": 0.22359539149329066, "loss_mask": 0.2563475565984845, "loss_rpn_cls": 0.045760460052406415, "loss_rpn_loc": 0.07184446195606142, "loss_sem_seg": 0.35906089190393686, "lr": 0.02, "mask_rcnn/accuracy": 0.8843695303054909, "mask_rcnn/false_negative": 0.10178051632951618, "mask_rcnn/false_positive": 0.13697785757246284, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.580890722998447, "total_loss": 1.2239195420988835} {"data_time": 0.012123423999582883, "eta_seconds": 115181.17150280613, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.4369913319658572, "fast_rcnn/fg_cls_accuracy": 0.5397058823529413, "iteration": 65779, "loss_box_reg": 0.22305841790512204, "loss_cls": 0.2323927814140916, "loss_mask": 0.2582286102697253, "loss_rpn_cls": 0.051857808022759855, "loss_rpn_loc": 0.07386119297007099, "loss_sem_seg": 0.33188485633581877, "lr": 0.02, "mask_rcnn/accuracy": 0.9069682778268391, "mask_rcnn/false_negative": 0.0871222115215818, "mask_rcnn/false_positive": 0.10144560798678934, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5603295994951623, "total_loss": 1.1774331244814675} {"data_time": 0.012314635998336598, "eta_seconds": 115169.89145114613, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.3696037847427558, "fast_rcnn/fg_cls_accuracy": 0.5225772765246449, "iteration": 65799, "loss_box_reg": 0.23275281535461545, "loss_cls": 0.23518771771341562, "loss_mask": 0.2701668497174978, "loss_rpn_cls": 0.04867970384657383, "loss_rpn_loc": 0.08091359317768365, "loss_sem_seg": 0.34189920919016004, "lr": 0.02, "mask_rcnn/accuracy": 0.887844255026572, "mask_rcnn/false_negative": 0.08806564846359348, "mask_rcnn/false_positive": 0.13667684498120586, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.5581063110003015, "total_loss": 1.265365740575362} {"data_time": 0.012023875497106928, "eta_seconds": 115176.1272706592, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.44637266911664625, "fast_rcnn/fg_cls_accuracy": 0.541827053402006, "iteration": 65819, "loss_box_reg": 0.24227986368350685, "loss_cls": 0.23524980060756207, "loss_mask": 0.2713624481111765, "loss_rpn_cls": 0.045178666536230594, "loss_rpn_loc": 0.0685061644144298, "loss_sem_seg": 0.3571692800614983, "lr": 0.02, "mask_rcnn/accuracy": 0.8680300935635299, "mask_rcnn/false_negative": 0.11006882429954434, "mask_rcnn/false_positive": 0.14288828511962995, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.5696445475005021, "total_loss": 1.275625476231653} {"data_time": 0.013180315996578429, "eta_seconds": 115155.53851763354, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.33892857142857147, "fast_rcnn/fg_cls_accuracy": 0.6498713608666216, "iteration": 65839, "loss_box_reg": 0.240150127094239, "loss_cls": 0.22310429299250245, "loss_mask": 0.2649787459522486, "loss_rpn_cls": 0.046417497273068875, "loss_rpn_loc": 0.07215707589057274, "loss_sem_seg": 0.3402885403484106, "lr": 0.02, "mask_rcnn/accuracy": 0.8824217775260671, "mask_rcnn/false_negative": 0.10225985719839192, "mask_rcnn/false_positive": 0.14327860614192459, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5647621324969805, "total_loss": 1.1966569733340293} {"data_time": 0.01218955049989745, "eta_seconds": 115136.05129616614, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.37000338753387535, "fast_rcnn/fg_cls_accuracy": 0.5828125, "iteration": 65859, "loss_box_reg": 0.242427630815655, "loss_cls": 0.22801866894587874, "loss_mask": 0.27232690062373877, "loss_rpn_cls": 0.046560477116145194, "loss_rpn_loc": 0.09205314697464928, "loss_sem_seg": 0.3300013327971101, "lr": 0.02, "mask_rcnn/accuracy": 0.8877964600474336, "mask_rcnn/false_negative": 0.10809440889652058, "mask_rcnn/false_positive": 0.11421808066034708, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5597122424987901, "total_loss": 1.1947240688605234} {"data_time": 0.011799101499491371, "eta_seconds": 115120.41662902475, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.385546875, "fast_rcnn/fg_cls_accuracy": 0.6004201680672269, "iteration": 65879, "loss_box_reg": 0.23403206514194608, "loss_cls": 0.21986162476241589, "loss_mask": 0.26365140825510025, "loss_rpn_cls": 0.04935168896918185, "loss_rpn_loc": 0.07471641445590649, "loss_sem_seg": 0.32798108365386724, "lr": 0.02, "mask_rcnn/accuracy": 0.8872228644061791, "mask_rcnn/false_negative": 0.09237770691327467, "mask_rcnn/false_positive": 0.14014255456139577, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5599834509994253, "total_loss": 1.200467348404345} {"data_time": 0.012616368501767283, "eta_seconds": 115113.49119284615, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.3018218999814092, "fast_rcnn/fg_cls_accuracy": 0.6387858467684406, "iteration": 65899, "loss_box_reg": 0.23440409172326326, "loss_cls": 0.21678677992895246, "loss_mask": 0.26060797926038504, "loss_rpn_cls": 0.045103621669113636, "loss_rpn_loc": 0.08263643077225424, "loss_sem_seg": 0.31059389712754637, "lr": 0.02, "mask_rcnn/accuracy": 0.8752401188625678, "mask_rcnn/false_negative": 0.10198924813272833, "mask_rcnn/false_positive": 0.14968465829655364, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5655857864985592, "total_loss": 1.1690309076948324} {"data_time": 0.013398656999925151, "eta_seconds": 115132.00094715631, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.420650992788699, "fast_rcnn/fg_cls_accuracy": 0.5280342693955259, "iteration": 65919, "loss_box_reg": 0.25979952001944184, "loss_cls": 0.24351517925970256, "loss_mask": 0.26244912622496486, "loss_rpn_cls": 0.04770427878247574, "loss_rpn_loc": 0.07292681885883212, "loss_sem_seg": 0.3747414415702224, "lr": 0.02, "mask_rcnn/accuracy": 0.8783944400423588, "mask_rcnn/false_negative": 0.11066045184114186, "mask_rcnn/false_positive": 0.14381491477265135, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5776014449984359, "total_loss": 1.2573147543589585} {"data_time": 0.012359829001070466, "eta_seconds": 115112.28964474471, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.4154829545454546, "fast_rcnn/fg_cls_accuracy": 0.5628720238095238, "iteration": 65939, "loss_box_reg": 0.2313191199209541, "loss_cls": 0.2110271523706615, "loss_mask": 0.258720220066607, "loss_rpn_cls": 0.03795760252978653, "loss_rpn_loc": 0.07469524009502493, "loss_sem_seg": 0.39805259625427425, "lr": 0.02, "mask_rcnn/accuracy": 0.879291685854646, "mask_rcnn/false_negative": 0.08964936021084834, "mask_rcnn/false_positive": 0.13856911756949003, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5599457430034818, "total_loss": 1.1934495162859093} {"data_time": 0.012998143502045423, "eta_seconds": 115130.64333264402, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.3179566563467492, "fast_rcnn/fg_cls_accuracy": 0.5833333333333334, "iteration": 65959, "loss_box_reg": 0.2467537319753319, "loss_cls": 0.22682072408497334, "loss_mask": 0.26107343612238765, "loss_rpn_cls": 0.05416867598250974, "loss_rpn_loc": 0.08440956601407379, "loss_sem_seg": 0.352206545881927, "lr": 0.02, "mask_rcnn/accuracy": 0.9022202991109955, "mask_rcnn/false_negative": 0.08907907905992239, "mask_rcnn/false_positive": 0.10269746994639353, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5677355075022206, "total_loss": 1.248966782586649} {"data_time": 0.012919299995701294, "eta_seconds": 115184.02518609926, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.3886267107126003, "fast_rcnn/fg_cls_accuracy": 0.5680736196319018, "iteration": 65979, "loss_box_reg": 0.23454055562615395, "loss_cls": 0.23019780311733484, "loss_mask": 0.26319789234548807, "loss_rpn_cls": 0.05561977296019904, "loss_rpn_loc": 0.07817700982559472, "loss_sem_seg": 0.36943837720900774, "lr": 0.02, "mask_rcnn/accuracy": 0.8749908873531042, "mask_rcnn/false_negative": 0.10175028699814392, "mask_rcnn/false_positive": 0.15232329562717237, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5694605140015483, "total_loss": 1.1913977051735856} {"data_time": 0.012105138503102353, "eta_seconds": 115172.7337969593, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.37926136363636365, "fast_rcnn/fg_cls_accuracy": 0.5475382003395586, "iteration": 65999, "loss_box_reg": 0.24858546070754528, "loss_cls": 0.23904303135350347, "loss_mask": 0.26371932541951537, "loss_rpn_cls": 0.05506175773916766, "loss_rpn_loc": 0.08164361322997138, "loss_sem_seg": 0.34813696006312966, "lr": 0.02, "mask_rcnn/accuracy": 0.8807566227901819, "mask_rcnn/false_negative": 0.11669523969423214, "mask_rcnn/false_positive": 0.13493281908057048, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5630049205028627, "total_loss": 1.2504769465886056} {"data_time": 0.012536367496068124, "eta_seconds": 115231.23012213041, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3548128147121068, "fast_rcnn/fg_cls_accuracy": 0.5649972961605481, "iteration": 66019, "loss_box_reg": 0.23436623159796, "loss_cls": 0.23331222939305007, "loss_mask": 0.260329931974411, "loss_rpn_cls": 0.04826418196898885, "loss_rpn_loc": 0.07726334186736494, "loss_sem_seg": 0.379655197262764, "lr": 0.02, "mask_rcnn/accuracy": 0.8900137112377962, "mask_rcnn/false_negative": 0.09251418463369113, "mask_rcnn/false_positive": 0.12164154674776953, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5683400740017532, "total_loss": 1.2136092792934505} {"data_time": 0.013286600496940082, "eta_seconds": 115252.06880103132, "fast_rcnn/cls_accuracy": 0.90673828125, "fast_rcnn/false_negative": 0.398325622383785, "fast_rcnn/fg_cls_accuracy": 0.4662994874032065, "iteration": 66039, "loss_box_reg": 0.23349044262431562, "loss_cls": 0.22407488757744431, "loss_mask": 0.2692177416756749, "loss_rpn_cls": 0.0512204848928377, "loss_rpn_loc": 0.071558766590897, "loss_sem_seg": 0.3572041648440063, "lr": 0.02, "mask_rcnn/accuracy": 0.8854670862910381, "mask_rcnn/false_negative": 0.0881811974130776, "mask_rcnn/false_positive": 0.13083942139764027, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5544408519999706, "total_loss": 1.1803831607103348} {"data_time": 0.012883080500614597, "eta_seconds": 115240.76741804133, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.3183885640025991, "fast_rcnn/fg_cls_accuracy": 0.6008336455601349, "iteration": 66059, "loss_box_reg": 0.21584116574376822, "loss_cls": 0.21527625294402242, "loss_mask": 0.26684649009257555, "loss_rpn_cls": 0.05516991682816297, "loss_rpn_loc": 0.08528744144132361, "loss_sem_seg": 0.3456338532269001, "lr": 0.02, "mask_rcnn/accuracy": 0.8806997034471638, "mask_rcnn/false_negative": 0.09393253636968361, "mask_rcnn/false_positive": 0.13208775411300705, "roi_head/num_bg_samples": 457.5, "roi_head/num_fg_samples": 54.5, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5676181624985475, "total_loss": 1.2350660198717378} {"data_time": 0.012438796504284255, "eta_seconds": 115244.9227369364, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.38049685893774987, "fast_rcnn/fg_cls_accuracy": 0.5828063836193917, "iteration": 66079, "loss_box_reg": 0.22822588356211782, "loss_cls": 0.22406710940413177, "loss_mask": 0.26267773751169443, "loss_rpn_cls": 0.050867783662397414, "loss_rpn_loc": 0.07164759951410815, "loss_sem_seg": 0.39567454252392054, "lr": 0.02, "mask_rcnn/accuracy": 0.8874653790087463, "mask_rcnn/false_negative": 0.09606151810097596, "mask_rcnn/false_positive": 0.12304261367658731, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5617703534990142, "total_loss": 1.245648565585725} {"data_time": 0.01224339449981926, "eta_seconds": 115218.16465206136, "fast_rcnn/cls_accuracy": 0.91162109375, "fast_rcnn/false_negative": 0.4472766341752048, "fast_rcnn/fg_cls_accuracy": 0.4741804897314376, "iteration": 66099, "loss_box_reg": 0.2606834282632917, "loss_cls": 0.2647540997713804, "loss_mask": 0.2801829678937793, "loss_rpn_cls": 0.05410996964201331, "loss_rpn_loc": 0.08196715824306011, "loss_sem_seg": 0.3430121806450188, "lr": 0.02, "mask_rcnn/accuracy": 0.8541142203149916, "mask_rcnn/false_negative": 0.12057941710684295, "mask_rcnn/false_positive": 0.14929471494118302, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5646697044976463, "total_loss": 1.3321390692872228} {"data_time": 0.012171524998848327, "eta_seconds": 115206.86326907137, "fast_rcnn/cls_accuracy": 0.90673828125, "fast_rcnn/false_negative": 0.3633267413755219, "fast_rcnn/fg_cls_accuracy": 0.590057448753101, "iteration": 66119, "loss_box_reg": 0.24400882795453072, "loss_cls": 0.2343237588647753, "loss_mask": 0.2612644713371992, "loss_rpn_cls": 0.04623203229857609, "loss_rpn_loc": 0.0770605941361282, "loss_sem_seg": 0.32160329492762685, "lr": 0.02, "mask_rcnn/accuracy": 0.8733612136950187, "mask_rcnn/false_negative": 0.11867342353247821, "mask_rcnn/false_positive": 0.1360657977367572, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5675082320012734, "total_loss": 1.1988038293784484} {"data_time": 0.012388555500365328, "eta_seconds": 115185.83730859787, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.36888020833333335, "fast_rcnn/fg_cls_accuracy": 0.6097849462365592, "iteration": 66139, "loss_box_reg": 0.24975620629265904, "loss_cls": 0.2389670314732939, "loss_mask": 0.26535065844655037, "loss_rpn_cls": 0.04854105091544625, "loss_rpn_loc": 0.07666315586538985, "loss_sem_seg": 0.3669423805549741, "lr": 0.02, "mask_rcnn/accuracy": 0.8984824917729329, "mask_rcnn/false_negative": 0.0857784846012228, "mask_rcnn/false_positive": 0.11822051351008064, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5655597154982388, "total_loss": 1.2712818052386865} {"data_time": 0.012494265003624605, "eta_seconds": 115181.7351164894, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.347050632007427, "fast_rcnn/fg_cls_accuracy": 0.5870813397129186, "iteration": 66159, "loss_box_reg": 0.2534015690907836, "loss_cls": 0.24966300977393985, "loss_mask": 0.26915866043418646, "loss_rpn_cls": 0.04151306379935704, "loss_rpn_loc": 0.0671863072202541, "loss_sem_seg": 0.33236393006518483, "lr": 0.02, "mask_rcnn/accuracy": 0.9092275814617741, "mask_rcnn/false_negative": 0.07763210703595196, "mask_rcnn/false_positive": 0.1161698276975814, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 240.75, "rpn/num_pos_anchors": 15.25, "time": 0.5644478294998407, "total_loss": 1.2039657682762481} {"data_time": 0.012403248500049813, "eta_seconds": 115178.22422410507, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.3668737060041408, "fast_rcnn/fg_cls_accuracy": 0.5603786654352343, "iteration": 66179, "loss_box_reg": 0.23337893467396498, "loss_cls": 0.2243610993027687, "loss_mask": 0.26945720706135035, "loss_rpn_cls": 0.04836773424176499, "loss_rpn_loc": 0.08869450550992042, "loss_sem_seg": 0.3623088183812797, "lr": 0.02, "mask_rcnn/accuracy": 0.8837645188811365, "mask_rcnn/false_negative": 0.09806548769583337, "mask_rcnn/false_positive": 0.13274474142006948, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.563001982998685, "total_loss": 1.2004937179444823} {"data_time": 0.012517925999418367, "eta_seconds": 115151.93602174793, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3890625, "fast_rcnn/fg_cls_accuracy": 0.5487500000000001, "iteration": 66199, "loss_box_reg": 0.23127001710236073, "loss_cls": 0.22039594454690814, "loss_mask": 0.26511622965335846, "loss_rpn_cls": 0.04248051473405212, "loss_rpn_loc": 0.06737766944570467, "loss_sem_seg": 0.3966804160736501, "lr": 0.02, "mask_rcnn/accuracy": 0.8890592449585453, "mask_rcnn/false_negative": 0.09758259005363731, "mask_rcnn/false_positive": 0.12609940802313072, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5476576540022506, "total_loss": 1.202074974484276} {"data_time": 0.012430136499460787, "eta_seconds": 115127.34183789024, "fast_rcnn/cls_accuracy": 0.9033203125, "fast_rcnn/false_negative": 0.3996094267178605, "fast_rcnn/fg_cls_accuracy": 0.5123168498168498, "iteration": 66219, "loss_box_reg": 0.27215348300524056, "loss_cls": 0.23875130712985992, "loss_mask": 0.27285943645983934, "loss_rpn_cls": 0.05699488637037575, "loss_rpn_loc": 0.08946750400355086, "loss_sem_seg": 0.3537521921098232, "lr": 0.02, "mask_rcnn/accuracy": 0.8702681906411673, "mask_rcnn/false_negative": 0.10788340255845555, "mask_rcnn/false_positive": 0.14528144990271707, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 0.5676525175003917, "total_loss": 1.2709175021154806} {"data_time": 0.012088784002116881, "eta_seconds": 115083.96706407431, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.31211433756805806, "fast_rcnn/fg_cls_accuracy": 0.5738031914893618, "iteration": 66239, "loss_box_reg": 0.2434283853508532, "loss_cls": 0.25839946046471596, "loss_mask": 0.261335012037307, "loss_rpn_cls": 0.05191981280222535, "loss_rpn_loc": 0.07893645006697625, "loss_sem_seg": 0.39157867059111595, "lr": 0.02, "mask_rcnn/accuracy": 0.895825010105378, "mask_rcnn/false_negative": 0.09463330659763752, "mask_rcnn/false_positive": 0.10677394534278895, "roi_head/num_bg_samples": 456.5, "roi_head/num_fg_samples": 55.5, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5701228289981373, "total_loss": 1.3498066163010662} {"data_time": 0.012133199499658076, "eta_seconds": 115040.43294609274, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.39906074147633236, "fast_rcnn/fg_cls_accuracy": 0.5489583333333333, "iteration": 66259, "loss_box_reg": 0.2532168561592698, "loss_cls": 0.23947349889203906, "loss_mask": 0.27104055136442184, "loss_rpn_cls": 0.048482776153832674, "loss_rpn_loc": 0.07982039946364239, "loss_sem_seg": 0.34173003351315856, "lr": 0.02, "mask_rcnn/accuracy": 0.8824211994119682, "mask_rcnn/false_negative": 0.11136239785719552, "mask_rcnn/false_positive": 0.126990874753953, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5580032710022351, "total_loss": 1.2374086224008352} {"data_time": 0.013403679000475677, "eta_seconds": 115049.6369113633, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.3792995622263915, "fast_rcnn/fg_cls_accuracy": 0.5695528455284553, "iteration": 66279, "loss_box_reg": 0.2678168355487287, "loss_cls": 0.24268696806393564, "loss_mask": 0.2699784589931369, "loss_rpn_cls": 0.04474377090809867, "loss_rpn_loc": 0.07997246837476268, "loss_sem_seg": 0.3414146676659584, "lr": 0.02, "mask_rcnn/accuracy": 0.8902168367346939, "mask_rcnn/false_negative": 0.09530048057856927, "mask_rcnn/false_positive": 0.12040994325885429, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5665532215025451, "total_loss": 1.1947504658601247} {"data_time": 0.013837210499332286, "eta_seconds": 115024.89558153423, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.4231395779340985, "fast_rcnn/fg_cls_accuracy": 0.5721900613285952, "iteration": 66299, "loss_box_reg": 0.23943918524309993, "loss_cls": 0.2393446760252118, "loss_mask": 0.27347308956086636, "loss_rpn_cls": 0.052801881363848224, "loss_rpn_loc": 0.0734320810297504, "loss_sem_seg": 0.36807168554514647, "lr": 0.02, "mask_rcnn/accuracy": 0.8894498580595892, "mask_rcnn/false_negative": 0.11033274271480319, "mask_rcnn/false_positive": 0.1299130226788663, "roi_head/num_bg_samples": 431.75, "roi_head/num_fg_samples": 80.25, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5577479655003117, "total_loss": 1.2572032355819829} {"data_time": 0.012468566001189174, "eta_seconds": 115006.55451231277, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3766774020397209, "fast_rcnn/fg_cls_accuracy": 0.5969754376796447, "iteration": 66319, "loss_box_reg": 0.23856733785942197, "loss_cls": 0.24001153325662017, "loss_mask": 0.2574760438874364, "loss_rpn_cls": 0.04207612029858865, "loss_rpn_loc": 0.06901750835822895, "loss_sem_seg": 0.3701313743367791, "lr": 0.02, "mask_rcnn/accuracy": 0.8859703528962362, "mask_rcnn/false_negative": 0.09714522754985014, "mask_rcnn/false_positive": 0.1469146716768286, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5636645210033748, "total_loss": 1.2019180926436093} {"data_time": 0.012870213500718819, "eta_seconds": 115002.30857497432, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.40409224206878164, "fast_rcnn/fg_cls_accuracy": 0.5472370766488414, "iteration": 66339, "loss_box_reg": 0.2492919764481485, "loss_cls": 0.24612836027517915, "loss_mask": 0.2703669313341379, "loss_rpn_cls": 0.04988108668476343, "loss_rpn_loc": 0.07891997380647808, "loss_sem_seg": 0.329038901720196, "lr": 0.02, "mask_rcnn/accuracy": 0.8750219094205827, "mask_rcnn/false_negative": 0.08708593798798116, "mask_rcnn/false_positive": 0.15745754756183433, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.553075705502124, "total_loss": 1.261042784433812} {"data_time": 0.012058310501743108, "eta_seconds": 114977.34302217443, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.3115425143876145, "fast_rcnn/fg_cls_accuracy": 0.6693077733646754, "iteration": 66359, "loss_box_reg": 0.2427526917308569, "loss_cls": 0.2214286644011736, "loss_mask": 0.2753438865765929, "loss_rpn_cls": 0.04774074733722955, "loss_rpn_loc": 0.07549935646238737, "loss_sem_seg": 0.3434762228280306, "lr": 0.02, "mask_rcnn/accuracy": 0.8919028562188882, "mask_rcnn/false_negative": 0.08382449875921498, "mask_rcnn/false_positive": 0.12706425095043875, "roi_head/num_bg_samples": 456.25, "roi_head/num_fg_samples": 55.75, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5555735270027071, "total_loss": 1.2650024946487974} {"data_time": 0.012402451004163595, "eta_seconds": 114952.67683060977, "fast_rcnn/cls_accuracy": 0.90625, "fast_rcnn/false_negative": 0.45270773816917154, "fast_rcnn/fg_cls_accuracy": 0.5083311971289413, "iteration": 66379, "loss_box_reg": 0.256674830801785, "loss_cls": 0.23795549012720585, "loss_mask": 0.2736119534820318, "loss_rpn_cls": 0.047145083255600184, "loss_rpn_loc": 0.08194178703706712, "loss_sem_seg": 0.34420601185411215, "lr": 0.02, "mask_rcnn/accuracy": 0.8637882460984977, "mask_rcnn/false_negative": 0.10030211821172305, "mask_rcnn/false_positive": 0.14878231652489327, "roi_head/num_bg_samples": 430.75, "roi_head/num_fg_samples": 81.25, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5691262149994145, "total_loss": 1.2483051937742857} {"data_time": 0.013533463497878984, "eta_seconds": 114954.75870113453, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.3211530788668706, "fast_rcnn/fg_cls_accuracy": 0.6580191653007188, "iteration": 66399, "loss_box_reg": 0.2393464557826519, "loss_cls": 0.23024543840438128, "loss_mask": 0.26427348982542753, "loss_rpn_cls": 0.04709077690495178, "loss_rpn_loc": 0.06678208627272397, "loss_sem_seg": 0.3451552693732083, "lr": 0.02, "mask_rcnn/accuracy": 0.8965180581733356, "mask_rcnn/false_negative": 0.08348621572826104, "mask_rcnn/false_positive": 0.12893829584881833, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5564541000021563, "total_loss": 1.2343356366327498} {"data_time": 0.012383732504531508, "eta_seconds": 114943.46654061458, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.46839080459770116, "fast_rcnn/fg_cls_accuracy": 0.4903567787971458, "iteration": 66419, "loss_box_reg": 0.24275096226483583, "loss_cls": 0.2506713564507663, "loss_mask": 0.2661958783864975, "loss_rpn_cls": 0.04674337338656187, "loss_rpn_loc": 0.07331660718773492, "loss_sem_seg": 0.33941417071036994, "lr": 0.02, "mask_rcnn/accuracy": 0.8793846416899148, "mask_rcnn/false_negative": 0.08795124348338465, "mask_rcnn/false_positive": 0.1238070223872672, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.566196816500451, "total_loss": 1.2273890805081464} {"data_time": 0.0124041054987174, "eta_seconds": 114848.95294428282, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.37103218645948943, "fast_rcnn/fg_cls_accuracy": 0.5973963355834138, "iteration": 66439, "loss_box_reg": 0.21992734586820006, "loss_cls": 0.21232777228578925, "loss_mask": 0.2607077471911907, "loss_rpn_cls": 0.05457461386686191, "loss_rpn_loc": 0.08472002815688029, "loss_sem_seg": 0.34920908068306744, "lr": 0.02, "mask_rcnn/accuracy": 0.8901053433795878, "mask_rcnn/false_negative": 0.09721522576921035, "mask_rcnn/false_positive": 0.11873670169554976, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5480148545029806, "total_loss": 1.1817600758804474} {"data_time": 0.012040990000969032, "eta_seconds": 114837.6689603228, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.3928917729544268, "fast_rcnn/fg_cls_accuracy": 0.5645455136964019, "iteration": 66459, "loss_box_reg": 0.2580327116884291, "loss_cls": 0.23243845207616687, "loss_mask": 0.27379607362672687, "loss_rpn_cls": 0.057901870168279856, "loss_rpn_loc": 0.07462190603837371, "loss_sem_seg": 0.33814601320773363, "lr": 0.02, "mask_rcnn/accuracy": 0.8825294384057971, "mask_rcnn/false_negative": 0.09207440517414747, "mask_rcnn/false_positive": 0.13775546280368037, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.5667083419975825, "total_loss": 1.245790115033742} {"data_time": 0.013508066502254223, "eta_seconds": 114798.39391918849, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.347926267281106, "fast_rcnn/fg_cls_accuracy": 0.5544507575757576, "iteration": 66479, "loss_box_reg": 0.22754698642529547, "loss_cls": 0.2250762451440096, "loss_mask": 0.26481509394943714, "loss_rpn_cls": 0.041144612594507635, "loss_rpn_loc": 0.07922417783993296, "loss_sem_seg": 0.3654189398512244, "lr": 0.02, "mask_rcnn/accuracy": 0.8752528657566923, "mask_rcnn/false_negative": 0.09507054662538117, "mask_rcnn/false_positive": 0.14520128493255025, "roi_head/num_bg_samples": 431.75, "roi_head/num_fg_samples": 80.25, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5566367899955367, "total_loss": 1.2167900425265543} {"data_time": 0.012224872003571363, "eta_seconds": 114815.10099240276, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.40195064282547655, "fast_rcnn/fg_cls_accuracy": 0.5393374741200828, "iteration": 66499, "loss_box_reg": 0.23748184088617563, "loss_cls": 0.22087993915192783, "loss_mask": 0.26605318766087294, "loss_rpn_cls": 0.04819356114603579, "loss_rpn_loc": 0.07920790475327522, "loss_sem_seg": 0.37012343714013696, "lr": 0.02, "mask_rcnn/accuracy": 0.8907465351700481, "mask_rcnn/false_negative": 0.08525419819882803, "mask_rcnn/false_positive": 0.11807407688404609, "roi_head/num_bg_samples": 459.75, "roi_head/num_fg_samples": 52.25, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.571019481496478, "total_loss": 1.2668718190980144} {"data_time": 0.013588682500994764, "eta_seconds": 114803.81700844274, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.4397776183644189, "fast_rcnn/fg_cls_accuracy": 0.49774859287054407, "iteration": 66519, "loss_box_reg": 0.23326581111177802, "loss_cls": 0.2291296822950244, "loss_mask": 0.25894378777593374, "loss_rpn_cls": 0.04976258616079576, "loss_rpn_loc": 0.07895305228885263, "loss_sem_seg": 0.3599564363248646, "lr": 0.02, "mask_rcnn/accuracy": 0.8804554068968012, "mask_rcnn/false_negative": 0.09046859363387852, "mask_rcnn/false_positive": 0.09688141411639145, "roi_head/num_bg_samples": 468.5, "roi_head/num_fg_samples": 43.5, "rpn/num_neg_anchors": 236.25, "rpn/num_pos_anchors": 19.75, "time": 0.5623101894962019, "total_loss": 1.2306098442932125} {"data_time": 0.013517111496184953, "eta_seconds": 114773.82529444335, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.4244661517492049, "fast_rcnn/fg_cls_accuracy": 0.5490023474178404, "iteration": 66539, "loss_box_reg": 0.24279299331828952, "loss_cls": 0.22826983872801065, "loss_mask": 0.26577257458120584, "loss_rpn_cls": 0.05112617523991503, "loss_rpn_loc": 0.08630090416409075, "loss_sem_seg": 0.3488398538902402, "lr": 0.02, "mask_rcnn/accuracy": 0.8803995226318226, "mask_rcnn/false_negative": 0.09603344218223425, "mask_rcnn/false_positive": 0.1357730931787177, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5613115910018678, "total_loss": 1.2494327785534551} {"data_time": 0.012532819499028847, "eta_seconds": 114762.5431494333, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3847389558232932, "fast_rcnn/fg_cls_accuracy": 0.5777777777777777, "iteration": 66559, "loss_box_reg": 0.22532696998678148, "loss_cls": 0.23425598139874637, "loss_mask": 0.254915582947433, "loss_rpn_cls": 0.04335819080006331, "loss_rpn_loc": 0.07811187364859506, "loss_sem_seg": 0.3246554983779788, "lr": 0.02, "mask_rcnn/accuracy": 0.8960104017393883, "mask_rcnn/false_negative": 0.10363523773469277, "mask_rcnn/false_positive": 0.10229853825635199, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.564953074499499, "total_loss": 1.179069659265224} {"data_time": 0.012569642498419853, "eta_seconds": 114893.19505694673, "fast_rcnn/cls_accuracy": 0.90771484375, "fast_rcnn/false_negative": 0.402659069325736, "fast_rcnn/fg_cls_accuracy": 0.5791859567901234, "iteration": 66579, "loss_box_reg": 0.2508185566402972, "loss_cls": 0.23663653945550323, "loss_mask": 0.2688204925507307, "loss_rpn_cls": 0.0515967083920259, "loss_rpn_loc": 0.09258670639246702, "loss_sem_seg": 0.3069257871247828, "lr": 0.02, "mask_rcnn/accuracy": 0.8671514108177054, "mask_rcnn/false_negative": 0.12212152439174104, "mask_rcnn/false_positive": 0.14001258110469375, "roi_head/num_bg_samples": 430.25, "roi_head/num_fg_samples": 81.75, "rpn/num_neg_anchors": 206.0, "rpn/num_pos_anchors": 50.0, "time": 0.5817103574991052, "total_loss": 1.2210558071383275} {"data_time": 0.012417008998454548, "eta_seconds": 114855.49303233487, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.39614747668438943, "fast_rcnn/fg_cls_accuracy": 0.5834511023176936, "iteration": 66599, "loss_box_reg": 0.24985289259348065, "loss_cls": 0.21611107769422233, "loss_mask": 0.24929677415639162, "loss_rpn_cls": 0.047972028609365225, "loss_rpn_loc": 0.07557918509701267, "loss_sem_seg": 0.3712096440140158, "lr": 0.02, "mask_rcnn/accuracy": 0.8894555786874137, "mask_rcnn/false_negative": 0.08619420461130797, "mask_rcnn/false_positive": 0.13487748795859283, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5765000969950052, "total_loss": 1.1879036049940623} {"data_time": 0.012744315001327777, "eta_seconds": 114851.69106841019, "fast_rcnn/cls_accuracy": 0.9052734375, "fast_rcnn/false_negative": 0.3961451247165533, "fast_rcnn/fg_cls_accuracy": 0.5446196660482374, "iteration": 66619, "loss_box_reg": 0.24796936614438891, "loss_cls": 0.24180227308534086, "loss_mask": 0.2604973157867789, "loss_rpn_cls": 0.04733977373689413, "loss_rpn_loc": 0.08173186940257438, "loss_sem_seg": 0.3273068591952324, "lr": 0.02, "mask_rcnn/accuracy": 0.8959747674580036, "mask_rcnn/false_negative": 0.09867255925693463, "mask_rcnn/false_positive": 0.11239783564497302, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5673325214993383, "total_loss": 1.2190705401590094} {"data_time": 0.011964408000494586, "eta_seconds": 114910.5078714508, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.34558404558404554, "fast_rcnn/fg_cls_accuracy": 0.621398274096826, "iteration": 66639, "loss_box_reg": 0.2558736549690366, "loss_cls": 0.23303746478632092, "loss_mask": 0.2711109323427081, "loss_rpn_cls": 0.04395428686984815, "loss_rpn_loc": 0.08629174926318228, "loss_sem_seg": 0.3195275403559208, "lr": 0.02, "mask_rcnn/accuracy": 0.8887031950637833, "mask_rcnn/false_negative": 0.09350852202053382, "mask_rcnn/false_positive": 0.13293129113029717, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.5714716869988479, "total_loss": 1.2005146458977833} {"data_time": 0.013863629999832483, "eta_seconds": 114905.43435995656, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.3748731087156185, "fast_rcnn/fg_cls_accuracy": 0.5608774174128979, "iteration": 66659, "loss_box_reg": 0.24230015091598034, "loss_cls": 0.23601155262440443, "loss_mask": 0.2599676097743213, "loss_rpn_cls": 0.0486353503583814, "loss_rpn_loc": 0.07379318041785154, "loss_sem_seg": 0.33052469650283456, "lr": 0.02, "mask_rcnn/accuracy": 0.8765298111266235, "mask_rcnn/false_negative": 0.11096465534125832, "mask_rcnn/false_positive": 0.1327573745074148, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5762172630020359, "total_loss": 1.2169305397983408} {"data_time": 0.012487763997341972, "eta_seconds": 114913.47758842412, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.4033438798932936, "fast_rcnn/fg_cls_accuracy": 0.552058538305563, "iteration": 66679, "loss_box_reg": 0.22882794635370374, "loss_cls": 0.22055809013545513, "loss_mask": 0.2646750072017312, "loss_rpn_cls": 0.044621885841479525, "loss_rpn_loc": 0.06550915849220473, "loss_sem_seg": 0.3715857705101371, "lr": 0.02, "mask_rcnn/accuracy": 0.8922218067988295, "mask_rcnn/false_negative": 0.09822604371529368, "mask_rcnn/false_positive": 0.11029548094537713, "roi_head/num_bg_samples": 460.5, "roi_head/num_fg_samples": 51.5, "rpn/num_neg_anchors": 234.75, "rpn/num_pos_anchors": 21.25, "time": 0.5763067279985989, "total_loss": 1.21943136362097} {"data_time": 0.012940363001689548, "eta_seconds": 114903.97304995592, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.33673664643813894, "fast_rcnn/fg_cls_accuracy": 0.6019183129009719, "iteration": 66699, "loss_box_reg": 0.24282852956093848, "loss_cls": 0.22516383859328926, "loss_mask": 0.2550012841820717, "loss_rpn_cls": 0.04947345145046711, "loss_rpn_loc": 0.09311651566531509, "loss_sem_seg": 0.3435022314079106, "lr": 0.02, "mask_rcnn/accuracy": 0.891302774305587, "mask_rcnn/false_negative": 0.08319193085742246, "mask_rcnn/false_positive": 0.1287562225560922, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.5689464864990441, "total_loss": 1.2166420325520448} {"data_time": 0.013003251999180065, "eta_seconds": 114892.66922232596, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.36843524573585923, "fast_rcnn/fg_cls_accuracy": 0.5793289649314404, "iteration": 66719, "loss_box_reg": 0.22832384519279003, "loss_cls": 0.2217788186389953, "loss_mask": 0.2765911011956632, "loss_rpn_cls": 0.0462337334829499, "loss_rpn_loc": 0.08051757462089881, "loss_sem_seg": 0.3581943828612566, "lr": 0.02, "mask_rcnn/accuracy": 0.8725436506124189, "mask_rcnn/false_negative": 0.10410296529446623, "mask_rcnn/false_positive": 0.13494702461607605, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5724044335001963, "total_loss": 1.254209123988403} {"data_time": 0.012530601001344621, "eta_seconds": 114871.42146002702, "fast_rcnn/cls_accuracy": 0.90966796875, "fast_rcnn/false_negative": 0.39410895270270274, "fast_rcnn/fg_cls_accuracy": 0.585981585981586, "iteration": 66739, "loss_box_reg": 0.23251160234212875, "loss_cls": 0.22354729752987623, "loss_mask": 0.26495064329355955, "loss_rpn_cls": 0.049094260786660016, "loss_rpn_loc": 0.07626340928254649, "loss_sem_seg": 0.3354173847474158, "lr": 0.02, "mask_rcnn/accuracy": 0.8783492802388091, "mask_rcnn/false_negative": 0.09632639844875446, "mask_rcnn/false_positive": 0.14398290329106073, "roi_head/num_bg_samples": 431.25, "roi_head/num_fg_samples": 80.75, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.5586631285004842, "total_loss": 1.1262173257418908} {"data_time": 0.012430960498022614, "eta_seconds": 114848.92562125657, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.306141651459854, "fast_rcnn/fg_cls_accuracy": 0.6339005821764443, "iteration": 66759, "loss_box_reg": 0.2477432764135301, "loss_cls": 0.23646009527146816, "loss_mask": 0.26633576257154346, "loss_rpn_cls": 0.04327145800925791, "loss_rpn_loc": 0.07697246698080562, "loss_sem_seg": 0.3023760374635458, "lr": 0.02, "mask_rcnn/accuracy": 0.8795246915299557, "mask_rcnn/false_negative": 0.10276160705003931, "mask_rcnn/false_positive": 0.13446009126016878, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.570118141004059, "total_loss": 1.1705341646738816} {"data_time": 0.012561727002321277, "eta_seconds": 114919.26943538587, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.3653030999438231, "fast_rcnn/fg_cls_accuracy": 0.5764843320505773, "iteration": 66779, "loss_box_reg": 0.25336922938004136, "loss_cls": 0.25162642262876034, "loss_mask": 0.2699051657691598, "loss_rpn_cls": 0.05177513277158141, "loss_rpn_loc": 0.09332718013320118, "loss_sem_seg": 0.3291385443881154, "lr": 0.02, "mask_rcnn/accuracy": 0.8802243374479992, "mask_rcnn/false_negative": 0.08253913896333542, "mask_rcnn/false_positive": 0.15158344205182378, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5752285745002155, "total_loss": 1.2763778414810076} {"data_time": 0.012961704000190366, "eta_seconds": 114960.51891022433, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.34900959645669294, "fast_rcnn/fg_cls_accuracy": 0.6199317642405063, "iteration": 66799, "loss_box_reg": 0.22013847739435732, "loss_cls": 0.20948333106935024, "loss_mask": 0.25627279095351696, "loss_rpn_cls": 0.03928005922352895, "loss_rpn_loc": 0.07220941019477323, "loss_sem_seg": 0.34472696064040065, "lr": 0.02, "mask_rcnn/accuracy": 0.9018359604872752, "mask_rcnn/false_negative": 0.09296719464085122, "mask_rcnn/false_positive": 0.13934649537242066, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5694755904987687, "total_loss": 1.1335969875653973} {"data_time": 0.012899266999738757, "eta_seconds": 114907.67213398451, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.39661671416750943, "fast_rcnn/fg_cls_accuracy": 0.6000275811345039, "iteration": 66819, "loss_box_reg": 0.23370792577043176, "loss_cls": 0.22454881900921464, "loss_mask": 0.2709393221884966, "loss_rpn_cls": 0.04501230822643265, "loss_rpn_loc": 0.07263613620307297, "loss_sem_seg": 0.3273688140325248, "lr": 0.02, "mask_rcnn/accuracy": 0.8850336439226663, "mask_rcnn/false_negative": 0.11797230214986495, "mask_rcnn/false_positive": 0.11665440843742736, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5591108115004317, "total_loss": 1.1980222829733975} {"data_time": 0.013180335001379717, "eta_seconds": 114915.4468197907, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.3488537483266399, "fast_rcnn/fg_cls_accuracy": 0.6152767494559243, "iteration": 66839, "loss_box_reg": 0.23314898111857474, "loss_cls": 0.2296794867143035, "loss_mask": 0.25875478656962514, "loss_rpn_cls": 0.03701936070865486, "loss_rpn_loc": 0.07094820798374712, "loss_sem_seg": 0.32144194818101823, "lr": 0.02, "mask_rcnn/accuracy": 0.8756791509707331, "mask_rcnn/false_negative": 0.08716580959759271, "mask_rcnn/false_positive": 0.1394081906641555, "roi_head/num_bg_samples": 433.0, "roi_head/num_fg_samples": 79.0, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5691462834984122, "total_loss": 1.1676606637629448} {"data_time": 0.01219059550203383, "eta_seconds": 114939.53575899487, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.3454398894518655, "fast_rcnn/fg_cls_accuracy": 0.639590050667895, "iteration": 66859, "loss_box_reg": 0.2502990453504026, "loss_cls": 0.21990767354145646, "loss_mask": 0.27008619997650385, "loss_rpn_cls": 0.045210157288238406, "loss_rpn_loc": 0.09009828747366555, "loss_sem_seg": 0.2984628565609455, "lr": 0.02, "mask_rcnn/accuracy": 0.8839667631121713, "mask_rcnn/false_negative": 0.09649118143585564, "mask_rcnn/false_positive": 0.10227085985759787, "roi_head/num_bg_samples": 462.5, "roi_head/num_fg_samples": 49.5, "rpn/num_neg_anchors": 239.5, "rpn/num_pos_anchors": 16.5, "time": 0.5820687255036319, "total_loss": 1.1663564055488678} {"data_time": 0.012510412001574878, "eta_seconds": 115021.26864792379, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.33522347217999393, "fast_rcnn/fg_cls_accuracy": 0.6609349554555034, "iteration": 66879, "loss_box_reg": 0.25117914332076907, "loss_cls": 0.23466629325412214, "loss_mask": 0.26213411148637533, "loss_rpn_cls": 0.046544660232029855, "loss_rpn_loc": 0.08388983743498102, "loss_sem_seg": 0.3305706214159727, "lr": 0.02, "mask_rcnn/accuracy": 0.8894516139789249, "mask_rcnn/false_negative": 0.10731928267839463, "mask_rcnn/false_positive": 0.12966221004030537, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.5700706930001616, "total_loss": 1.2561985457432456} {"data_time": 0.013440828999591758, "eta_seconds": 114965.35385049143, "fast_rcnn/cls_accuracy": 0.96044921875, "fast_rcnn/false_negative": 0.2589374379344588, "fast_rcnn/fg_cls_accuracy": 0.6751834381551363, "iteration": 66899, "loss_box_reg": 0.23972282651811838, "loss_cls": 0.22236678982153535, "loss_mask": 0.24785452242940664, "loss_rpn_cls": 0.0472456194111146, "loss_rpn_loc": 0.07351915197796188, "loss_sem_seg": 0.34657875588163733, "lr": 0.02, "mask_rcnn/accuracy": 0.9098982463529501, "mask_rcnn/false_negative": 0.0862330605185173, "mask_rcnn/false_positive": 0.09112507292229975, "roi_head/num_bg_samples": 460.25, "roi_head/num_fg_samples": 51.75, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5512053854981787, "total_loss": 1.2024233530682977} {"data_time": 0.012592353501531761, "eta_seconds": 114870.19583291042, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.34683053861788615, "fast_rcnn/fg_cls_accuracy": 0.5824622531939605, "iteration": 66919, "loss_box_reg": 0.23848591558635235, "loss_cls": 0.2249269294552505, "loss_mask": 0.2746748263016343, "loss_rpn_cls": 0.04301726329140365, "loss_rpn_loc": 0.07463481178274378, "loss_sem_seg": 0.37234644312411547, "lr": 0.02, "mask_rcnn/accuracy": 0.8876512139213346, "mask_rcnn/false_negative": 0.08722227307084218, "mask_rcnn/false_positive": 0.14596146171154345, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.563085541001783, "total_loss": 1.2239430467016064} {"data_time": 0.012575969001773046, "eta_seconds": 114924.35462196608, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.4430446194225722, "fast_rcnn/fg_cls_accuracy": 0.46296296296296297, "iteration": 66939, "loss_box_reg": 0.23029779619537294, "loss_cls": 0.2254367070272565, "loss_mask": 0.2611139297951013, "loss_rpn_cls": 0.04762088775169104, "loss_rpn_loc": 0.0740642323216889, "loss_sem_seg": 0.34410667372867465, "lr": 0.02, "mask_rcnn/accuracy": 0.8752729939357607, "mask_rcnn/false_negative": 0.0976937843544799, "mask_rcnn/false_positive": 0.13010154470798418, "roi_head/num_bg_samples": 466.0, "roi_head/num_fg_samples": 46.0, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5752481745003024, "total_loss": 1.206716112268623} {"data_time": 0.013228426996647613, "eta_seconds": 114869.99926206494, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.401010101010101, "fast_rcnn/fg_cls_accuracy": 0.5595959595959596, "iteration": 66959, "loss_box_reg": 0.2316874989774078, "loss_cls": 0.21995631186291575, "loss_mask": 0.26271573081612587, "loss_rpn_cls": 0.04421310618636198, "loss_rpn_loc": 0.07523417338961735, "loss_sem_seg": 0.2965631508268416, "lr": 0.02, "mask_rcnn/accuracy": 0.8989264654089247, "mask_rcnn/false_negative": 0.08707255624648327, "mask_rcnn/false_positive": 0.1155877438497584, "roi_head/num_bg_samples": 456.5, "roi_head/num_fg_samples": 55.5, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5599842994997744, "total_loss": 1.2011636272654869} {"data_time": 0.012327144995651906, "eta_seconds": 114826.25231109704, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.4356624319419238, "fast_rcnn/fg_cls_accuracy": 0.5555431131019037, "iteration": 66979, "loss_box_reg": 0.23923307401128113, "loss_cls": 0.22694204188883305, "loss_mask": 0.26064609084278345, "loss_rpn_cls": 0.041955431981477886, "loss_rpn_loc": 0.07962816656799987, "loss_sem_seg": 0.33110747393220663, "lr": 0.02, "mask_rcnn/accuracy": 0.8667522392489719, "mask_rcnn/false_negative": 0.11468049337562197, "mask_rcnn/false_positive": 0.16386969724327044, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.5582532145017467, "total_loss": 1.2258832961961161} {"data_time": 0.013243235502159223, "eta_seconds": 114803.98215016254, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.3352059925093633, "fast_rcnn/fg_cls_accuracy": 0.6145861879967114, "iteration": 66999, "loss_box_reg": 0.2501391493715346, "loss_cls": 0.2407620926387608, "loss_mask": 0.2642913688905537, "loss_rpn_cls": 0.05001343530602753, "loss_rpn_loc": 0.08602716872701421, "loss_sem_seg": 0.3403170322999358, "lr": 0.02, "mask_rcnn/accuracy": 0.8970771500785455, "mask_rcnn/false_negative": 0.0938835894803397, "mask_rcnn/false_positive": 0.09954788042882756, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5629204205033602, "total_loss": 1.2099740558187477} {"data_time": 0.012364572503429372, "eta_seconds": 114775.5801648497, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.32148441969564057, "fast_rcnn/fg_cls_accuracy": 0.5945270497311828, "iteration": 67019, "loss_box_reg": 0.23309371434152126, "loss_cls": 0.2427298609400168, "loss_mask": 0.2629234064370394, "loss_rpn_cls": 0.047982285264879465, "loss_rpn_loc": 0.08865292032714933, "loss_sem_seg": 0.32366454880684614, "lr": 0.02, "mask_rcnn/accuracy": 0.8907687773176903, "mask_rcnn/false_negative": 0.09265096763247313, "mask_rcnn/false_positive": 0.14229589553416866, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5598371919986675, "total_loss": 1.1876157000660896} {"data_time": 0.012391806500090752, "eta_seconds": 114781.36078728252, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.37227088093424726, "fast_rcnn/fg_cls_accuracy": 0.5791513667890656, "iteration": 67039, "loss_box_reg": 0.2448039932642132, "loss_cls": 0.237430616049096, "loss_mask": 0.265397135168314, "loss_rpn_cls": 0.05263829756586347, "loss_rpn_loc": 0.09142546012299135, "loss_sem_seg": 0.381574620725587, "lr": 0.02, "mask_rcnn/accuracy": 0.8804380898700943, "mask_rcnn/false_negative": 0.08749103087251672, "mask_rcnn/false_positive": 0.14073698208839092, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5641201875005208, "total_loss": 1.278733919316437} {"data_time": 0.012669947500398848, "eta_seconds": 114770.05010584251, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.3244848553090868, "fast_rcnn/fg_cls_accuracy": 0.58191301792536, "iteration": 67059, "loss_box_reg": 0.22800404205918312, "loss_cls": 0.22379118157550693, "loss_mask": 0.26128583727404475, "loss_rpn_cls": 0.04926109261577949, "loss_rpn_loc": 0.07889303762931377, "loss_sem_seg": 0.33633206179365516, "lr": 0.02, "mask_rcnn/accuracy": 0.8744168869948642, "mask_rcnn/false_negative": 0.1160312275036306, "mask_rcnn/false_positive": 0.13641605781216903, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5662373829982243, "total_loss": 1.1776769698481075} {"data_time": 0.012715379001747351, "eta_seconds": 114779.69385914988, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.3873918901299491, "fast_rcnn/fg_cls_accuracy": 0.5955420634590594, "iteration": 67079, "loss_box_reg": 0.23534516710788012, "loss_cls": 0.22321912506595254, "loss_mask": 0.2700711879879236, "loss_rpn_cls": 0.05044146438012831, "loss_rpn_loc": 0.0817930264165625, "loss_sem_seg": 0.37531772442162037, "lr": 0.02, "mask_rcnn/accuracy": 0.8929221067308911, "mask_rcnn/false_negative": 0.08834786350548912, "mask_rcnn/false_positive": 0.14436605808327113, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.5718536730018968, "total_loss": 1.2338153844175395} {"data_time": 0.012330204997851979, "eta_seconds": 114758.38174461706, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.42172646061243013, "fast_rcnn/fg_cls_accuracy": 0.5124210526315789, "iteration": 67099, "loss_box_reg": 0.23288550414144993, "loss_cls": 0.23063512612134218, "loss_mask": 0.2648699930869043, "loss_rpn_cls": 0.04450935323256999, "loss_rpn_loc": 0.07399678957881406, "loss_sem_seg": 0.33235947182402015, "lr": 0.02, "mask_rcnn/accuracy": 0.8815601099196742, "mask_rcnn/false_negative": 0.09036183233345135, "mask_rcnn/false_positive": 0.16046520946379744, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5596521769984975, "total_loss": 1.1803720955795143} {"data_time": 0.012526845497632166, "eta_seconds": 114768.62000389173, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3273809523809524, "fast_rcnn/fg_cls_accuracy": 0.6188888888888888, "iteration": 67119, "loss_box_reg": 0.23045965656638145, "loss_cls": 0.2187492735683918, "loss_mask": 0.24938720744103193, "loss_rpn_cls": 0.047104165772907436, "loss_rpn_loc": 0.07951312040677294, "loss_sem_seg": 0.34472472546622157, "lr": 0.02, "mask_rcnn/accuracy": 0.881861333819242, "mask_rcnn/false_negative": 0.09736473131993797, "mask_rcnn/false_positive": 0.11798748994893779, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5679552235014853, "total_loss": 1.1504464129684493} {"data_time": 0.013270494502648944, "eta_seconds": 114762.98632722715, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.35019795062878434, "fast_rcnn/fg_cls_accuracy": 0.6070270743888548, "iteration": 67139, "loss_box_reg": 0.2503761544357985, "loss_cls": 0.2276178039610386, "loss_mask": 0.25973582500591874, "loss_rpn_cls": 0.05435306264553219, "loss_rpn_loc": 0.08754848741227761, "loss_sem_seg": 0.37390890158712864, "lr": 0.02, "mask_rcnn/accuracy": 0.8827938642989663, "mask_rcnn/false_negative": 0.09882974186638299, "mask_rcnn/false_positive": 0.13305676409966166, "roi_head/num_bg_samples": 459.0, "roi_head/num_fg_samples": 53.0, "rpn/num_neg_anchors": 235.25, "rpn/num_pos_anchors": 20.75, "time": 0.5672605844993086, "total_loss": 1.2918949322775006} {"data_time": 0.012874609496066114, "eta_seconds": 114795.39882350875, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.3343680709534368, "fast_rcnn/fg_cls_accuracy": 0.6300804093567252, "iteration": 67159, "loss_box_reg": 0.2387529145926237, "loss_cls": 0.23073454620316625, "loss_mask": 0.26567156333476305, "loss_rpn_cls": 0.04877293377649039, "loss_rpn_loc": 0.07513597092474811, "loss_sem_seg": 0.3330184738151729, "lr": 0.02, "mask_rcnn/accuracy": 0.8857929078408049, "mask_rcnn/false_negative": 0.09566707507135189, "mask_rcnn/false_positive": 0.13554783453165162, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5681411449986626, "total_loss": 1.2090363819152117} {"data_time": 0.012729939000564627, "eta_seconds": 114851.714987886, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.3518704746580853, "fast_rcnn/fg_cls_accuracy": 0.5892565359477124, "iteration": 67179, "loss_box_reg": 0.24910428398288786, "loss_cls": 0.24498659837991, "loss_mask": 0.26066849287599325, "loss_rpn_cls": 0.04740204072732013, "loss_rpn_loc": 0.08064964154618792, "loss_sem_seg": 0.34428819734603167, "lr": 0.02, "mask_rcnn/accuracy": 0.9001095183098116, "mask_rcnn/false_negative": 0.09572069623751742, "mask_rcnn/false_positive": 0.1076465240968981, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5781739070007461, "total_loss": 1.2281758396420628} {"data_time": 0.012820492494938662, "eta_seconds": 114872.70529259267, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.36640492359932086, "fast_rcnn/fg_cls_accuracy": 0.6021196187972395, "iteration": 67199, "loss_box_reg": 0.24804727640002966, "loss_cls": 0.23328629601746798, "loss_mask": 0.26554439030587673, "loss_rpn_cls": 0.042145611776504666, "loss_rpn_loc": 0.08128649881109595, "loss_sem_seg": 0.3335343189537525, "lr": 0.02, "mask_rcnn/accuracy": 0.8817782860270544, "mask_rcnn/false_negative": 0.10099498724838923, "mask_rcnn/false_positive": 0.1352750438416124, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.5669731375019182, "total_loss": 1.2441012973431498} {"data_time": 0.013025088497670367, "eta_seconds": 114901.98661623249, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.3862745098039216, "fast_rcnn/fg_cls_accuracy": 0.6137254901960785, "iteration": 67219, "loss_box_reg": 0.24217589828185737, "loss_cls": 0.2278984235599637, "loss_mask": 0.2643680484034121, "loss_rpn_cls": 0.04935914518136997, "loss_rpn_loc": 0.07865928937098943, "loss_sem_seg": 0.30614993534982204, "lr": 0.02, "mask_rcnn/accuracy": 0.8911054576095411, "mask_rcnn/false_negative": 0.09776290197068235, "mask_rcnn/false_positive": 0.13077263011140763, "roi_head/num_bg_samples": 460.5, "roi_head/num_fg_samples": 51.5, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5792114420000871, "total_loss": 1.2137610900972504} {"data_time": 0.012737081000523176, "eta_seconds": 114890.6539976325, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.430952380952381, "fast_rcnn/fg_cls_accuracy": 0.5480129626471091, "iteration": 67239, "loss_box_reg": 0.2379530076868832, "loss_cls": 0.2283804123289883, "loss_mask": 0.27073719119653106, "loss_rpn_cls": 0.05087383510544896, "loss_rpn_loc": 0.08258719940204173, "loss_sem_seg": 0.31473832949995995, "lr": 0.02, "mask_rcnn/accuracy": 0.8651572460745305, "mask_rcnn/false_negative": 0.11868704553993768, "mask_rcnn/false_positive": 0.14159785885497966, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5730147430040233, "total_loss": 1.2209807083709165} {"data_time": 0.012958753497514408, "eta_seconds": 114806.41328244607, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.3769929492472845, "fast_rcnn/fg_cls_accuracy": 0.5968406593406593, "iteration": 67259, "loss_box_reg": 0.23832934605889022, "loss_cls": 0.21994315506890416, "loss_mask": 0.2709969226270914, "loss_rpn_cls": 0.04669590515550226, "loss_rpn_loc": 0.08094926475314423, "loss_sem_seg": 0.31964515382423997, "lr": 0.02, "mask_rcnn/accuracy": 0.8808463352685051, "mask_rcnn/false_negative": 0.11266531177036078, "mask_rcnn/false_positive": 0.1435424441351238, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.557322185497469, "total_loss": 1.1939960558229359} {"data_time": 0.012552330998005345, "eta_seconds": 114795.08785608609, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3702664242232587, "fast_rcnn/fg_cls_accuracy": 0.6246212121212121, "iteration": 67279, "loss_box_reg": 0.23520647967234254, "loss_cls": 0.236284036654979, "loss_mask": 0.2662347489967942, "loss_rpn_cls": 0.04966030200012028, "loss_rpn_loc": 0.08893243374768645, "loss_sem_seg": 0.2971320254728198, "lr": 0.02, "mask_rcnn/accuracy": 0.8937179742026681, "mask_rcnn/false_negative": 0.09830886624678664, "mask_rcnn/false_positive": 0.12839209570809965, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.565468526998302, "total_loss": 1.2411150119296508} {"data_time": 0.011753139497159282, "eta_seconds": 114799.28496840436, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.34991060323383083, "fast_rcnn/fg_cls_accuracy": 0.5772328317901234, "iteration": 67299, "loss_box_reg": 0.23532090289518237, "loss_cls": 0.21483751945197582, "loss_mask": 0.2689605262130499, "loss_rpn_cls": 0.04645789397181943, "loss_rpn_loc": 0.07784648277447559, "loss_sem_seg": 0.33290012180805206, "lr": 0.02, "mask_rcnn/accuracy": 0.8778491104858623, "mask_rcnn/false_negative": 0.10044712220137374, "mask_rcnn/false_positive": 0.13614651726921498, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5665326620000997, "total_loss": 1.1780625939718448} {"data_time": 0.011709584498021286, "eta_seconds": 114787.95801047437, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.3560117302052786, "fast_rcnn/fg_cls_accuracy": 0.594811320754717, "iteration": 67319, "loss_box_reg": 0.2520210624206811, "loss_cls": 0.22760358965024352, "loss_mask": 0.25303902151063085, "loss_rpn_cls": 0.055365350417559966, "loss_rpn_loc": 0.07871867806534283, "loss_sem_seg": 0.35002801613882184, "lr": 0.02, "mask_rcnn/accuracy": 0.8834035202835981, "mask_rcnn/false_negative": 0.10120980989546127, "mask_rcnn/false_positive": 0.13670737120241291, "roi_head/num_bg_samples": 430.5, "roi_head/num_fg_samples": 81.5, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.5676924975014117, "total_loss": 1.2554773810552433} {"data_time": 0.01192176650147303, "eta_seconds": 114933.95911799399, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.3817446043165468, "fast_rcnn/fg_cls_accuracy": 0.5423380670751142, "iteration": 67339, "loss_box_reg": 0.27112642768770456, "loss_cls": 0.25471102725714445, "loss_mask": 0.2632524622604251, "loss_rpn_cls": 0.050043396768160164, "loss_rpn_loc": 0.08240802522050217, "loss_sem_seg": 0.3198752999305725, "lr": 0.02, "mask_rcnn/accuracy": 0.880478216677296, "mask_rcnn/false_negative": 0.10670747845796086, "mask_rcnn/false_positive": 0.15296797360923076, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 235.25, "rpn/num_pos_anchors": 20.75, "time": 0.5807318669976667, "total_loss": 1.2393763294094242} {"data_time": 0.012216875002195593, "eta_seconds": 115058.85481228173, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.3939170506912443, "fast_rcnn/fg_cls_accuracy": 0.5192592592592593, "iteration": 67359, "loss_box_reg": 0.2521471004001796, "loss_cls": 0.247498101554811, "loss_mask": 0.27361103892326355, "loss_rpn_cls": 0.04691795026883483, "loss_rpn_loc": 0.07239356552599929, "loss_sem_seg": 0.335152052808553, "lr": 0.02, "mask_rcnn/accuracy": 0.8805992581502786, "mask_rcnn/false_negative": 0.10911107911506462, "mask_rcnn/false_positive": 0.13578109437097108, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5851634624959843, "total_loss": 1.2411691131419502} {"data_time": 0.013167005501600215, "eta_seconds": 114976.49318925152, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.38170163170163174, "fast_rcnn/fg_cls_accuracy": 0.5211517833199248, "iteration": 67379, "loss_box_reg": 0.22083785315044224, "loss_cls": 0.22215546946972609, "loss_mask": 0.26159594766795635, "loss_rpn_cls": 0.049489661992993206, "loss_rpn_loc": 0.07516603308613412, "loss_sem_seg": 0.3730408828705549, "lr": 0.02, "mask_rcnn/accuracy": 0.8794368553873162, "mask_rcnn/false_negative": 0.10356086358414804, "mask_rcnn/false_positive": 0.13755899736035446, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5589856179976778, "total_loss": 1.2320030374103226} {"data_time": 0.01340869749765261, "eta_seconds": 115053.2196835376, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.3195364903402016, "fast_rcnn/fg_cls_accuracy": 0.6295768566493956, "iteration": 67399, "loss_box_reg": 0.24535503704100847, "loss_cls": 0.22933072922751307, "loss_mask": 0.2635850990191102, "loss_rpn_cls": 0.05841108888853341, "loss_rpn_loc": 0.10128554195398465, "loss_sem_seg": 0.36479189433157444, "lr": 0.02, "mask_rcnn/accuracy": 0.8845501415645036, "mask_rcnn/false_negative": 0.10234518026054595, "mask_rcnn/false_positive": 0.13915607133296398, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5710790534976695, "total_loss": 1.28354398929514} {"data_time": 0.01402866300122696, "eta_seconds": 115072.69418626561, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.36526913418495466, "fast_rcnn/fg_cls_accuracy": 0.5851940913775335, "iteration": 67419, "loss_box_reg": 0.24548014719039202, "loss_cls": 0.2170468014664948, "loss_mask": 0.27342181419953704, "loss_rpn_cls": 0.04497171624097973, "loss_rpn_loc": 0.08313602133421227, "loss_sem_seg": 0.3336179880425334, "lr": 0.02, "mask_rcnn/accuracy": 0.892891749723145, "mask_rcnn/false_negative": 0.09103354014607729, "mask_rcnn/false_positive": 0.11514990512116743, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.5767968039981497, "total_loss": 1.2159598988946527} {"data_time": 0.012362152501737, "eta_seconds": 115109.21023610982, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.28518923991241785, "fast_rcnn/fg_cls_accuracy": 0.6346278433630866, "iteration": 67439, "loss_box_reg": 0.22887740563601255, "loss_cls": 0.21813203929923475, "loss_mask": 0.254196735098958, "loss_rpn_cls": 0.04484727977251168, "loss_rpn_loc": 0.07928653911221772, "loss_sem_seg": 0.34368570847436786, "lr": 0.02, "mask_rcnn/accuracy": 0.894301307950926, "mask_rcnn/false_negative": 0.11335106730363959, "mask_rcnn/false_positive": 0.10591862106222358, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5648591150020366, "total_loss": 1.1595948216272518} {"data_time": 0.011880845002451679, "eta_seconds": 115049.97286606554, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.46870109546165883, "fast_rcnn/fg_cls_accuracy": 0.4742244315566602, "iteration": 67459, "loss_box_reg": 0.22597631579264998, "loss_cls": 0.20750963245518506, "loss_mask": 0.27279094979166985, "loss_rpn_cls": 0.0484237330238102, "loss_rpn_loc": 0.0855329143232666, "loss_sem_seg": 0.33001082111150026, "lr": 0.02, "mask_rcnn/accuracy": 0.8713989334230625, "mask_rcnn/false_negative": 0.09066447735505297, "mask_rcnn/false_positive": 0.15073667577455074, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5553048590045364, "total_loss": 1.1590563718345948} {"data_time": 0.013242748496850254, "eta_seconds": 115086.47946162982, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.3841590101112701, "fast_rcnn/fg_cls_accuracy": 0.5670434547177474, "iteration": 67479, "loss_box_reg": 0.24302350403741002, "loss_cls": 0.2312292584683746, "loss_mask": 0.2716390285640955, "loss_rpn_cls": 0.04837263567605987, "loss_rpn_loc": 0.0800689542084001, "loss_sem_seg": 0.3600578373298049, "lr": 0.02, "mask_rcnn/accuracy": 0.8793726955433813, "mask_rcnn/false_negative": 0.0941578039104923, "mask_rcnn/false_positive": 0.12346517540211382, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5679869775012776, "total_loss": 1.2333544197608717} {"data_time": 0.012789250500645721, "eta_seconds": 115069.99333040524, "fast_rcnn/cls_accuracy": 0.912109375, "fast_rcnn/false_negative": 0.42825137068269736, "fast_rcnn/fg_cls_accuracy": 0.542122401269099, "iteration": 67499, "loss_box_reg": 0.24473471054807305, "loss_cls": 0.23045103810727596, "loss_mask": 0.260705872438848, "loss_rpn_cls": 0.04733256681356579, "loss_rpn_loc": 0.08154367946553975, "loss_sem_seg": 0.35003645857796073, "lr": 0.02, "mask_rcnn/accuracy": 0.8749344614094009, "mask_rcnn/false_negative": 0.10720388717873461, "mask_rcnn/false_positive": 0.15291863517603954, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5614146525003889, "total_loss": 1.2180347326793708} {"data_time": 0.011493021000205772, "eta_seconds": 115063.74868714981, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.39924812030075185, "fast_rcnn/fg_cls_accuracy": 0.5764867566216891, "iteration": 67519, "loss_box_reg": 0.2365604960359633, "loss_cls": 0.21846061386168003, "loss_mask": 0.2582632405683398, "loss_rpn_cls": 0.04927822534227744, "loss_rpn_loc": 0.07945683936122805, "loss_sem_seg": 0.3657576385885477, "lr": 0.02, "mask_rcnn/accuracy": 0.880557893260397, "mask_rcnn/false_negative": 0.12449841268821497, "mask_rcnn/false_positive": 0.11303722525090606, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5678948400018271, "total_loss": 1.2167014680453576} {"data_time": 0.01235426800121786, "eta_seconds": 115138.91421988377, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.41637426900584795, "fast_rcnn/fg_cls_accuracy": 0.5777777777777777, "iteration": 67539, "loss_box_reg": 0.2444693148136139, "loss_cls": 0.22738383943215013, "loss_mask": 0.2660996364429593, "loss_rpn_cls": 0.044227891659829766, "loss_rpn_loc": 0.0714904296619352, "loss_sem_seg": 0.38381415605545044, "lr": 0.02, "mask_rcnn/accuracy": 0.8968139675224929, "mask_rcnn/false_negative": 0.0879236889577591, "mask_rcnn/false_positive": 0.13599357804872092, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5700849704990105, "total_loss": 1.2337167784571648} {"data_time": 0.01167933250326314, "eta_seconds": 115091.49728370225, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.38742964352720455, "fast_rcnn/fg_cls_accuracy": 0.5657985393413256, "iteration": 67559, "loss_box_reg": 0.2436092662392184, "loss_cls": 0.22012044792063534, "loss_mask": 0.2687429138459265, "loss_rpn_cls": 0.044714250368997455, "loss_rpn_loc": 0.08907923410879448, "loss_sem_seg": 0.36749481968581676, "lr": 0.02, "mask_rcnn/accuracy": 0.8837910250785473, "mask_rcnn/false_negative": 0.09139505716198706, "mask_rcnn/false_positive": 0.13301620188510155, "roi_head/num_bg_samples": 433.0, "roi_head/num_fg_samples": 79.0, "rpn/num_neg_anchors": 206.0, "rpn/num_pos_anchors": 50.0, "time": 0.5591665995016228, "total_loss": 1.2489255373948254} {"data_time": 0.01324429249871173, "eta_seconds": 115044.86122509393, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3811818181818182, "fast_rcnn/fg_cls_accuracy": 0.575, "iteration": 67579, "loss_box_reg": 0.24799741664901376, "loss_cls": 0.24140183837153018, "loss_mask": 0.2668034015223384, "loss_rpn_cls": 0.051514455932192504, "loss_rpn_loc": 0.08376719942316413, "loss_sem_seg": 0.3479363890364766, "lr": 0.02, "mask_rcnn/accuracy": 0.8998657542521397, "mask_rcnn/false_negative": 0.08585310518495169, "mask_rcnn/false_positive": 0.1344213200549912, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.572288439496333, "total_loss": 1.3295691669918597} {"data_time": 0.012497576000896515, "eta_seconds": 114841.65411331785, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3451923076923077, "fast_rcnn/fg_cls_accuracy": 0.5974472681789755, "iteration": 67599, "loss_box_reg": 0.2270994170103222, "loss_cls": 0.2179662229027599, "loss_mask": 0.25450867787003517, "loss_rpn_cls": 0.0417870540113654, "loss_rpn_loc": 0.07044399151345715, "loss_sem_seg": 0.3698126501403749, "lr": 0.02, "mask_rcnn/accuracy": 0.8862837507071059, "mask_rcnn/false_negative": 0.10276940719174812, "mask_rcnn/false_positive": 0.1273768756722902, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.552935695501219, "total_loss": 1.1896963697508909} {"data_time": 0.013725410499318969, "eta_seconds": 114830.30617984783, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.4272959183673469, "fast_rcnn/fg_cls_accuracy": 0.5317526017029328, "iteration": 67619, "loss_box_reg": 0.24384967982769012, "loss_cls": 0.22829654859378934, "loss_mask": 0.25523424055427313, "loss_rpn_cls": 0.04622435447527096, "loss_rpn_loc": 0.09238238257239573, "loss_sem_seg": 0.3436983525753021, "lr": 0.02, "mask_rcnn/accuracy": 0.8744954132315178, "mask_rcnn/false_negative": 0.09810874568111899, "mask_rcnn/false_positive": 0.13239076696939592, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.5656752995018905, "total_loss": 1.213622356095584} {"data_time": 0.01412400550179882, "eta_seconds": 114850.38774255579, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3355855855855856, "fast_rcnn/fg_cls_accuracy": 0.6185437589670014, "iteration": 67639, "loss_box_reg": 0.26480562100186944, "loss_cls": 0.24638940626755357, "loss_mask": 0.26807338697835803, "loss_rpn_cls": 0.040688043780392036, "loss_rpn_loc": 0.07668002462014556, "loss_sem_seg": 0.3889814973808825, "lr": 0.02, "mask_rcnn/accuracy": 0.9041497688819118, "mask_rcnn/false_negative": 0.09084243820774146, "mask_rcnn/false_positive": 0.11825576554416573, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 236.25, "rpn/num_pos_anchors": 19.75, "time": 0.5735398065007757, "total_loss": 1.2651510894938838} {"data_time": 0.01182750449879677, "eta_seconds": 114730.4727636543, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.3981805929919138, "fast_rcnn/fg_cls_accuracy": 0.5314447040498442, "iteration": 67659, "loss_box_reg": 0.2244705833727494, "loss_cls": 0.21407457767054439, "loss_mask": 0.2658540070988238, "loss_rpn_cls": 0.041307311155833304, "loss_rpn_loc": 0.07752339798025787, "loss_sem_seg": 0.3574568023905158, "lr": 0.02, "mask_rcnn/accuracy": 0.8716582327815092, "mask_rcnn/false_negative": 0.12463284408912842, "mask_rcnn/false_positive": 0.14272943551786932, "roi_head/num_bg_samples": 461.5, "roi_head/num_fg_samples": 50.5, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5584231530010584, "total_loss": 1.175977241480723} {"data_time": 0.011605807500018273, "eta_seconds": 114641.33638843271, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.4121669004207574, "fast_rcnn/fg_cls_accuracy": 0.5509722222222222, "iteration": 67679, "loss_box_reg": 0.24359901575371623, "loss_cls": 0.23318263050168753, "loss_mask": 0.2746786717325449, "loss_rpn_cls": 0.04667012387653813, "loss_rpn_loc": 0.07120132487034425, "loss_sem_seg": 0.3063195052091032, "lr": 0.02, "mask_rcnn/accuracy": 0.8871466666882353, "mask_rcnn/false_negative": 0.082597459567196, "mask_rcnn/false_positive": 0.16006450247157167, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5670583764986077, "total_loss": 1.2217392818129156} {"data_time": 0.014206806496076752, "eta_seconds": 114590.56468424319, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.3480750019211558, "fast_rcnn/fg_cls_accuracy": 0.6109583846810125, "iteration": 67699, "loss_box_reg": 0.23145665181800723, "loss_cls": 0.21620825352147222, "loss_mask": 0.26705499086529016, "loss_rpn_cls": 0.045307762135053053, "loss_rpn_loc": 0.08323244156781584, "loss_sem_seg": 0.3377297269180417, "lr": 0.02, "mask_rcnn/accuracy": 0.8845977573431945, "mask_rcnn/false_negative": 0.12440907758359634, "mask_rcnn/false_positive": 0.11547753316459339, "roi_head/num_bg_samples": 456.75, "roi_head/num_fg_samples": 55.25, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5527264964985079, "total_loss": 1.2167970102455001} {"data_time": 0.012601873997482471, "eta_seconds": 114644.51902219173, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.35250463821892397, "fast_rcnn/fg_cls_accuracy": 0.61332127787824, "iteration": 67719, "loss_box_reg": 0.23994152201339602, "loss_cls": 0.2251937766559422, "loss_mask": 0.26339280791580677, "loss_rpn_cls": 0.04514384869253263, "loss_rpn_loc": 0.07700699631823227, "loss_sem_seg": 0.3605231652036309, "lr": 0.02, "mask_rcnn/accuracy": 0.9005497592295345, "mask_rcnn/false_negative": 0.08643530185163006, "mask_rcnn/false_positive": 0.11046421501200517, "roi_head/num_bg_samples": 462.25, "roi_head/num_fg_samples": 49.75, "rpn/num_neg_anchors": 234.25, "rpn/num_pos_anchors": 21.75, "time": 0.5746654619979381, "total_loss": 1.208307399530895} {"data_time": 0.012004322499706177, "eta_seconds": 114714.63657768216, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.3645311978645312, "fast_rcnn/fg_cls_accuracy": 0.5619604566972989, "iteration": 67739, "loss_box_reg": 0.23473023902624846, "loss_cls": 0.2266158564016223, "loss_mask": 0.2716090125031769, "loss_rpn_cls": 0.047598269731679466, "loss_rpn_loc": 0.07300293253501877, "loss_sem_seg": 0.2980221682228148, "lr": 0.02, "mask_rcnn/accuracy": 0.8965836334533814, "mask_rcnn/false_negative": 0.10246530469215306, "mask_rcnn/false_positive": 0.12335845328238143, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5656068695025169, "total_loss": 1.1338814020855352} {"data_time": 0.012313555500440998, "eta_seconds": 114673.77121885435, "fast_rcnn/cls_accuracy": 0.91259765625, "fast_rcnn/false_negative": 0.3778765690376569, "fast_rcnn/fg_cls_accuracy": 0.6119505494505495, "iteration": 67759, "loss_box_reg": 0.24004367366433144, "loss_cls": 0.21981235104613006, "loss_mask": 0.2679337449371815, "loss_rpn_cls": 0.05032327583467122, "loss_rpn_loc": 0.07671769120497629, "loss_sem_seg": 0.335767385084182, "lr": 0.02, "mask_rcnn/accuracy": 0.892196754110655, "mask_rcnn/false_negative": 0.0991190613349594, "mask_rcnn/false_positive": 0.13177412999897115, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5653765720016963, "total_loss": 1.236340478353668} {"data_time": 0.012037879998388235, "eta_seconds": 114545.24980604318, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.3995253164556962, "fast_rcnn/fg_cls_accuracy": 0.5381578947368422, "iteration": 67779, "loss_box_reg": 0.23234191443771124, "loss_cls": 0.23910883348435163, "loss_mask": 0.2693076301366091, "loss_rpn_cls": 0.04621104127727449, "loss_rpn_loc": 0.07086623809300363, "loss_sem_seg": 0.37591267842799425, "lr": 0.02, "mask_rcnn/accuracy": 0.9079445332349807, "mask_rcnn/false_negative": 0.08416374385575509, "mask_rcnn/false_positive": 0.09994547794136929, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5512278289970709, "total_loss": 1.240962430543732} {"data_time": 0.012916763003886444, "eta_seconds": 114497.08461373646, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.36452762923351156, "fast_rcnn/fg_cls_accuracy": 0.5737674895612043, "iteration": 67799, "loss_box_reg": 0.23286483576521277, "loss_cls": 0.22597297700122, "loss_mask": 0.25534999556839466, "loss_rpn_cls": 0.038897774182260036, "loss_rpn_loc": 0.0683412535872776, "loss_sem_seg": 0.35752328240778297, "lr": 0.02, "mask_rcnn/accuracy": 0.8839313616071429, "mask_rcnn/false_negative": 0.10229542218420468, "mask_rcnn/false_positive": 0.11744827808650873, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5611680834990693, "total_loss": 1.2167260399146471} {"data_time": 0.01261117800095235, "eta_seconds": 114504.78406222447, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.35345477386934676, "fast_rcnn/fg_cls_accuracy": 0.6189447236180905, "iteration": 67819, "loss_box_reg": 0.2562145674601197, "loss_cls": 0.21607889933511615, "loss_mask": 0.2728514913469553, "loss_rpn_cls": 0.04438545589800924, "loss_rpn_loc": 0.08260588874691166, "loss_sem_seg": 0.32462557638064027, "lr": 0.02, "mask_rcnn/accuracy": 0.8726993048438978, "mask_rcnn/false_negative": 0.1091066293545024, "mask_rcnn/false_positive": 0.14118994093976772, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.5595449779975752, "total_loss": 1.2417092841351405} {"data_time": 0.01330423949912074, "eta_seconds": 114474.43446173647, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.39226190476190476, "fast_rcnn/fg_cls_accuracy": 0.5402507923384319, "iteration": 67839, "loss_box_reg": 0.23898602928966284, "loss_cls": 0.215374025516212, "loss_mask": 0.26858756225556135, "loss_rpn_cls": 0.0502160211908631, "loss_rpn_loc": 0.07277858786983415, "loss_sem_seg": 0.3279035361483693, "lr": 0.02, "mask_rcnn/accuracy": 0.8897816681617703, "mask_rcnn/false_negative": 0.10588082207654423, "mask_rcnn/false_positive": 0.12639671295699234, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5563114519973169, "total_loss": 1.1914124059549067} {"data_time": 0.013379079497099156, "eta_seconds": 114423.05827951708, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.3621246367452373, "fast_rcnn/fg_cls_accuracy": 0.6156621392190154, "iteration": 67859, "loss_box_reg": 0.22853392967954278, "loss_cls": 0.20676458883099258, "loss_mask": 0.2653097668662667, "loss_rpn_cls": 0.04571146395755932, "loss_rpn_loc": 0.06442319207417313, "loss_sem_seg": 0.350462902802974, "lr": 0.02, "mask_rcnn/accuracy": 0.8823990344293671, "mask_rcnn/false_negative": 0.10992098741362512, "mask_rcnn/false_positive": 0.13359868966453722, "roi_head/num_bg_samples": 459.25, "roi_head/num_fg_samples": 52.75, "rpn/num_neg_anchors": 236.0, "rpn/num_pos_anchors": 20.0, "time": 0.5555073850009649, "total_loss": 1.1532381286087912} {"data_time": 0.012766681000357494, "eta_seconds": 114401.1445105674, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.32481986618630987, "fast_rcnn/fg_cls_accuracy": 0.6427856964241061, "iteration": 67879, "loss_box_reg": 0.23220738675445318, "loss_cls": 0.2158795779105276, "loss_mask": 0.2606230485253036, "loss_rpn_cls": 0.04555800725938752, "loss_rpn_loc": 0.0842539350851439, "loss_sem_seg": 0.33546716812998056, "lr": 0.02, "mask_rcnn/accuracy": 0.898807518290335, "mask_rcnn/false_negative": 0.07684511740899864, "mask_rcnn/false_positive": 0.122097659327753, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5648416719996021, "total_loss": 1.1522029662155546} {"data_time": 0.012678612998570316, "eta_seconds": 114400.41605289714, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.38510529891304346, "fast_rcnn/fg_cls_accuracy": 0.5884911003236246, "iteration": 67899, "loss_box_reg": 0.25417859689332545, "loss_cls": 0.24676220456603914, "loss_mask": 0.27519119065254927, "loss_rpn_cls": 0.05471382677205838, "loss_rpn_loc": 0.08295469707809389, "loss_sem_seg": 0.34720363887026906, "lr": 0.02, "mask_rcnn/accuracy": 0.8823176069002014, "mask_rcnn/false_negative": 0.08331604513358296, "mask_rcnn/false_positive": 0.13104804223815159, "roi_head/num_bg_samples": 459.25, "roi_head/num_fg_samples": 52.75, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5515690730026108, "total_loss": 1.3131293684418779} {"data_time": 0.013092557001073146, "eta_seconds": 114429.1341577365, "fast_rcnn/cls_accuracy": 0.91015625, "fast_rcnn/false_negative": 0.37875173370319004, "fast_rcnn/fg_cls_accuracy": 0.5833969673830042, "iteration": 67919, "loss_box_reg": 0.26192828034982085, "loss_cls": 0.2520154151134193, "loss_mask": 0.26235910691320896, "loss_rpn_cls": 0.05213747650850564, "loss_rpn_loc": 0.09280639444477856, "loss_sem_seg": 0.340023884549737, "lr": 0.02, "mask_rcnn/accuracy": 0.8903583906388642, "mask_rcnn/false_negative": 0.1066938735996711, "mask_rcnn/false_positive": 0.11844195561428979, "roi_head/num_bg_samples": 424.5, "roi_head/num_fg_samples": 87.5, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.5778329925014987, "total_loss": 1.2955628844792955} {"data_time": 0.012508886997238733, "eta_seconds": 114416.35383891863, "fast_rcnn/cls_accuracy": 0.9052734375, "fast_rcnn/false_negative": 0.3826219512195122, "fast_rcnn/fg_cls_accuracy": 0.5432362360835747, "iteration": 67939, "loss_box_reg": 0.2419862155802548, "loss_cls": 0.2283795839175582, "loss_mask": 0.27800481021404266, "loss_rpn_cls": 0.04667051768046804, "loss_rpn_loc": 0.08706234593410045, "loss_sem_seg": 0.30882325186394155, "lr": 0.02, "mask_rcnn/accuracy": 0.8834430078849722, "mask_rcnn/false_negative": 0.10661894586218429, "mask_rcnn/false_positive": 0.12719203107203128, "roi_head/num_bg_samples": 425.5, "roi_head/num_fg_samples": 86.5, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.5656080965018191, "total_loss": 1.211482863407582} {"data_time": 0.012956587001099251, "eta_seconds": 114405.02890695859, "fast_rcnn/cls_accuracy": 0.91064453125, "fast_rcnn/false_negative": 0.34593114241001566, "fast_rcnn/fg_cls_accuracy": 0.6493243243243243, "iteration": 67959, "loss_box_reg": 0.24536809977144003, "loss_cls": 0.22205721773207188, "loss_mask": 0.25791971012949944, "loss_rpn_cls": 0.05085951313958503, "loss_rpn_loc": 0.08507833993644454, "loss_sem_seg": 0.34194938326254487, "lr": 0.02, "mask_rcnn/accuracy": 0.8811383208384234, "mask_rcnn/false_negative": 0.10022448612110632, "mask_rcnn/false_positive": 0.13847749746553817, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 200.0, "rpn/num_pos_anchors": 56.0, "time": 0.5648807869984012, "total_loss": 1.2495026627148036} {"data_time": 0.013087358500342816, "eta_seconds": 114395.15892973651, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.4122368421052631, "fast_rcnn/fg_cls_accuracy": 0.5564658062353336, "iteration": 67979, "loss_box_reg": 0.25171555671840906, "loss_cls": 0.23419866291806102, "loss_mask": 0.2725358810275793, "loss_rpn_cls": 0.04260740359313786, "loss_rpn_loc": 0.07698729884577915, "loss_sem_seg": 0.3308343095704913, "lr": 0.02, "mask_rcnn/accuracy": 0.8737609782719058, "mask_rcnn/false_negative": 0.1437715854803263, "mask_rcnn/false_positive": 0.11072866396225915, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5654886440024711, "total_loss": 1.2423446002067067} {"data_time": 0.012621513495105319, "eta_seconds": 114381.33974776947, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.31354072544210665, "fast_rcnn/fg_cls_accuracy": 0.6808931599773884, "iteration": 67999, "loss_box_reg": 0.22397991130128503, "loss_cls": 0.2092956085689366, "loss_mask": 0.25587949715554714, "loss_rpn_cls": 0.04564779580687173, "loss_rpn_loc": 0.07011388923274353, "loss_sem_seg": 0.31776380096562207, "lr": 0.02, "mask_rcnn/accuracy": 0.8879906794837977, "mask_rcnn/false_negative": 0.08504599563105714, "mask_rcnn/false_positive": 0.1316394983596488, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5628440929976932, "total_loss": 1.1030133289168589} {"data_time": 0.011901164500159211, "eta_seconds": 114409.30517144316, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.32550367162492944, "fast_rcnn/fg_cls_accuracy": 0.6196503699405194, "iteration": 68019, "loss_box_reg": 0.25440104585140944, "loss_cls": 0.24320278177037835, "loss_mask": 0.2699507549405098, "loss_rpn_cls": 0.04933710183831863, "loss_rpn_loc": 0.0733466117962962, "loss_sem_seg": 0.3829079228453338, "lr": 0.02, "mask_rcnn/accuracy": 0.8897912773666043, "mask_rcnn/false_negative": 0.09483249972430648, "mask_rcnn/false_positive": 0.13245217273950913, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5693987674967502, "total_loss": 1.2666217133082682} {"data_time": 0.013232285495178076, "eta_seconds": 114409.27940126322, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.36579935622317594, "fast_rcnn/fg_cls_accuracy": 0.6090128755364808, "iteration": 68039, "loss_box_reg": 0.2326842648908496, "loss_cls": 0.2137981317937374, "loss_mask": 0.2597460886463523, "loss_rpn_cls": 0.04460123885655776, "loss_rpn_loc": 0.0729949246160686, "loss_sem_seg": 0.3231835493352264, "lr": 0.02, "mask_rcnn/accuracy": 0.8859628747332267, "mask_rcnn/false_negative": 0.09790954490087175, "mask_rcnn/false_positive": 0.1375032801895758, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.5697296339967579, "total_loss": 1.2219531167065725} {"data_time": 0.012383427496388322, "eta_seconds": 114348.40424715837, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3550228310502283, "fast_rcnn/fg_cls_accuracy": 0.6193361433087461, "iteration": 68059, "loss_box_reg": 0.23242686642333865, "loss_cls": 0.21777821891009808, "loss_mask": 0.27320387214422226, "loss_rpn_cls": 0.05396816704887897, "loss_rpn_loc": 0.09465771944087464, "loss_sem_seg": 0.3595062708482146, "lr": 0.02, "mask_rcnn/accuracy": 0.9000684562815953, "mask_rcnn/false_negative": 0.084273025074833, "mask_rcnn/false_positive": 0.13670039512320487, "roi_head/num_bg_samples": 457.25, "roi_head/num_fg_samples": 54.75, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5530206309995265, "total_loss": 1.2431498360238038} {"data_time": 0.012299890498979948, "eta_seconds": 114338.53354973654, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.41062607117652994, "fast_rcnn/fg_cls_accuracy": 0.5444379391100702, "iteration": 68079, "loss_box_reg": 0.22685845161322504, "loss_cls": 0.194688891293481, "loss_mask": 0.2503895414993167, "loss_rpn_cls": 0.035339283873327076, "loss_rpn_loc": 0.06944543927966151, "loss_sem_seg": 0.3031942592933774, "lr": 0.02, "mask_rcnn/accuracy": 0.8855146368300068, "mask_rcnn/false_negative": 0.10755727789901168, "mask_rcnn/false_positive": 0.12038018269285936, "roi_head/num_bg_samples": 463.5, "roi_head/num_fg_samples": 48.5, "rpn/num_neg_anchors": 241.25, "rpn/num_pos_anchors": 14.75, "time": 0.5751056269982655, "total_loss": 1.0895591049265931} {"data_time": 0.013076083498162916, "eta_seconds": 114375.2898846532, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.3399234693877551, "fast_rcnn/fg_cls_accuracy": 0.625, "iteration": 68099, "loss_box_reg": 0.25437458604574203, "loss_cls": 0.23950583371333778, "loss_mask": 0.2732564052566886, "loss_rpn_cls": 0.04792534816078842, "loss_rpn_loc": 0.09572795440908521, "loss_sem_seg": 0.3335484806448221, "lr": 0.02, "mask_rcnn/accuracy": 0.8677845749093618, "mask_rcnn/false_negative": 0.09626393568779432, "mask_rcnn/false_positive": 0.15240982071534714, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5750676004972775, "total_loss": 1.2568542804801837} {"data_time": 0.012168158002168639, "eta_seconds": 114332.84786172562, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.27981366459627327, "fast_rcnn/fg_cls_accuracy": 0.6786727169597278, "iteration": 68119, "loss_box_reg": 0.22707851324230433, "loss_cls": 0.21721821976825595, "loss_mask": 0.2631766190752387, "loss_rpn_cls": 0.04528197116451338, "loss_rpn_loc": 0.08267483525560237, "loss_sem_seg": 0.3398841463495046, "lr": 0.02, "mask_rcnn/accuracy": 0.8918031399287621, "mask_rcnn/false_negative": 0.09500255516678825, "mask_rcnn/false_positive": 0.11893305920012283, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5656907789998513, "total_loss": 1.1458932084497064} {"data_time": 0.012837330497859512, "eta_seconds": 114341.33285414315, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.36039586225426534, "fast_rcnn/fg_cls_accuracy": 0.626532832278481, "iteration": 68139, "loss_box_reg": 0.25651200069114566, "loss_cls": 0.2505720655899495, "loss_mask": 0.2638664674013853, "loss_rpn_cls": 0.04387734620831907, "loss_rpn_loc": 0.08013109781313688, "loss_sem_seg": 0.3346891775727272, "lr": 0.02, "mask_rcnn/accuracy": 0.9089200949367089, "mask_rcnn/false_negative": 0.08554536163351663, "mask_rcnn/false_positive": 0.10952318772139377, "roi_head/num_bg_samples": 428.5, "roi_head/num_fg_samples": 83.5, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.5742748115007998, "total_loss": 1.252287101757247} {"data_time": 0.013737432498601265, "eta_seconds": 114360.39886558446, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.4193882074774642, "fast_rcnn/fg_cls_accuracy": 0.5285795132993775, "iteration": 68159, "loss_box_reg": 0.2499030523467809, "loss_cls": 0.24514772882685065, "loss_mask": 0.25831937324255705, "loss_rpn_cls": 0.051974998554214835, "loss_rpn_loc": 0.07801409298554063, "loss_sem_seg": 0.35739798471331596, "lr": 0.02, "mask_rcnn/accuracy": 0.8862953587157909, "mask_rcnn/false_negative": 0.10104573629911408, "mask_rcnn/false_positive": 0.1193742476569864, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 235.75, "rpn/num_pos_anchors": 20.25, "time": 0.5786313315038569, "total_loss": 1.2656177974131424} {"data_time": 0.013204122002207441, "eta_seconds": 114267.69512669176, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3233880831731609, "fast_rcnn/fg_cls_accuracy": 0.620511319281811, "iteration": 68179, "loss_box_reg": 0.24332707095891237, "loss_cls": 0.22989773470908403, "loss_mask": 0.26263157837092876, "loss_rpn_cls": 0.05297196639003232, "loss_rpn_loc": 0.0751721226843074, "loss_sem_seg": 0.33801907626912, "lr": 0.02, "mask_rcnn/accuracy": 0.8918079979027184, "mask_rcnn/false_negative": 0.10504767917694688, "mask_rcnn/false_positive": 0.1277403283887016, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5573268930020276, "total_loss": 1.2202522492734715} {"data_time": 0.0134879559991532, "eta_seconds": 114247.39040716171, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.3612784471218206, "fast_rcnn/fg_cls_accuracy": 0.6272039377020275, "iteration": 68199, "loss_box_reg": 0.23005848983302712, "loss_cls": 0.2123012444935739, "loss_mask": 0.2606783378869295, "loss_rpn_cls": 0.04156613280065358, "loss_rpn_loc": 0.07743382960325107, "loss_sem_seg": 0.35447081457823515, "lr": 0.02, "mask_rcnn/accuracy": 0.8822236091685507, "mask_rcnn/false_negative": 0.11057920752294662, "mask_rcnn/false_positive": 0.12791182986781593, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.5531281110015698, "total_loss": 1.2011609358742135} {"data_time": 0.0123764769959962, "eta_seconds": 114230.98668336094, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.34276729559748426, "fast_rcnn/fg_cls_accuracy": 0.6244447042319383, "iteration": 68219, "loss_box_reg": 0.24095649551600218, "loss_cls": 0.23664884734898806, "loss_mask": 0.27050765976309776, "loss_rpn_cls": 0.042456331255380064, "loss_rpn_loc": 0.07169768374296837, "loss_sem_seg": 0.34421208081766963, "lr": 0.02, "mask_rcnn/accuracy": 0.8861034050555614, "mask_rcnn/false_negative": 0.09451678645761692, "mask_rcnn/false_positive": 0.14281282030919054, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5702264415012905, "total_loss": 1.2273471420630813} {"data_time": 0.012540775001980364, "eta_seconds": 114216.85155880879, "fast_rcnn/cls_accuracy": 0.90673828125, "fast_rcnn/false_negative": 0.3704174228675136, "fast_rcnn/fg_cls_accuracy": 0.5873885150993585, "iteration": 68239, "loss_box_reg": 0.23050950630567968, "loss_cls": 0.2314287523040548, "loss_mask": 0.25340765807777643, "loss_rpn_cls": 0.046771967550739646, "loss_rpn_loc": 0.06662985810544342, "loss_sem_seg": 0.3055700296536088, "lr": 0.02, "mask_rcnn/accuracy": 0.8744559674438801, "mask_rcnn/false_negative": 0.09929744589299497, "mask_rcnn/false_positive": 0.14991575247169123, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5666611775013735, "total_loss": 1.139130904834019} {"data_time": 0.011826381498394767, "eta_seconds": 114213.42207487184, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.32380967455995946, "fast_rcnn/fg_cls_accuracy": 0.6283815221003656, "iteration": 68259, "loss_box_reg": 0.24022142589092255, "loss_cls": 0.2269199825823307, "loss_mask": 0.2594166826456785, "loss_rpn_cls": 0.049132416388601996, "loss_rpn_loc": 0.081353297107853, "loss_sem_seg": 0.32142376666888595, "lr": 0.02, "mask_rcnn/accuracy": 0.8809955657309576, "mask_rcnn/false_negative": 0.09803788076205097, "mask_rcnn/false_positive": 0.1220460866509824, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5611604619989521, "total_loss": 1.2213864448822278} {"data_time": 0.011938250499952119, "eta_seconds": 114197.01986190103, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.352549889135255, "fast_rcnn/fg_cls_accuracy": 0.6091628959276019, "iteration": 68279, "loss_box_reg": 0.25738955184351653, "loss_cls": 0.2375589106231928, "loss_mask": 0.26442470494657755, "loss_rpn_cls": 0.04573885566787794, "loss_rpn_loc": 0.06576967739965767, "loss_sem_seg": 0.3815744975581765, "lr": 0.02, "mask_rcnn/accuracy": 0.887018784786642, "mask_rcnn/false_negative": 0.09943189465272245, "mask_rcnn/false_positive": 0.12380265842381785, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5628927099969587, "total_loss": 1.2462677906441968} {"data_time": 0.011837900998216355, "eta_seconds": 114199.75312157236, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.3238461538461539, "fast_rcnn/fg_cls_accuracy": 0.6239035087719298, "iteration": 68299, "loss_box_reg": 0.23166217235848308, "loss_cls": 0.21496330248191953, "loss_mask": 0.2669606115669012, "loss_rpn_cls": 0.04635068331845105, "loss_rpn_loc": 0.07148808607598767, "loss_sem_seg": 0.36140665132552385, "lr": 0.02, "mask_rcnn/accuracy": 0.9034716060337178, "mask_rcnn/false_negative": 0.1041668543993262, "mask_rcnn/false_positive": 0.08904475653772627, "roi_head/num_bg_samples": 463.0, "roi_head/num_fg_samples": 49.0, "rpn/num_neg_anchors": 235.75, "rpn/num_pos_anchors": 20.25, "time": 0.5748605269982363, "total_loss": 1.2371212154976092} {"data_time": 0.01380683099705493, "eta_seconds": 114133.51484560796, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.3265643447461629, "fast_rcnn/fg_cls_accuracy": 0.5982142857142857, "iteration": 68319, "loss_box_reg": 0.23511025682091713, "loss_cls": 0.22068946273066103, "loss_mask": 0.2652108734473586, "loss_rpn_cls": 0.05303355073556304, "loss_rpn_loc": 0.08446191564144101, "loss_sem_seg": 0.3786335214972496, "lr": 0.02, "mask_rcnn/accuracy": 0.8779336173730636, "mask_rcnn/false_negative": 0.10353845293316902, "mask_rcnn/false_positive": 0.14211553432884816, "roi_head/num_bg_samples": 431.25, "roi_head/num_fg_samples": 80.75, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.5478173409974261, "total_loss": 1.2559281159483362} {"data_time": 0.013535723996028537, "eta_seconds": 113963.60174178671, "fast_rcnn/cls_accuracy": 0.9130859375, "fast_rcnn/false_negative": 0.34990026595744683, "fast_rcnn/fg_cls_accuracy": 0.6311233108108107, "iteration": 68339, "loss_box_reg": 0.25631408393383026, "loss_cls": 0.23627341259270906, "loss_mask": 0.2673051478341222, "loss_rpn_cls": 0.04888866492547095, "loss_rpn_loc": 0.0963224358856678, "loss_sem_seg": 0.34211539570242167, "lr": 0.02, "mask_rcnn/accuracy": 0.8847305280575957, "mask_rcnn/false_negative": 0.09446723536911508, "mask_rcnn/false_positive": 0.130653946796711, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 200.5, "rpn/num_pos_anchors": 55.5, "time": 0.5559547830016527, "total_loss": 1.2647794788645115} {"data_time": 0.012085158999980194, "eta_seconds": 113754.31349508015, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.43942207695736146, "fast_rcnn/fg_cls_accuracy": 0.5193181818181818, "iteration": 68359, "loss_box_reg": 0.22924789786338806, "loss_cls": 0.23440517066046596, "loss_mask": 0.26835133973509073, "loss_rpn_cls": 0.04501198953948915, "loss_rpn_loc": 0.07815068360650912, "loss_sem_seg": 0.35687413020059466, "lr": 0.02, "mask_rcnn/accuracy": 0.8548812720266621, "mask_rcnn/false_negative": 0.10453910819627715, "mask_rcnn/false_positive": 0.16801648072880843, "roi_head/num_bg_samples": 467.5, "roi_head/num_fg_samples": 44.5, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5609219079997274, "total_loss": 1.253875392896589} {"data_time": 0.013495468498149421, "eta_seconds": 113724.0163684781, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.2759125512395081, "fast_rcnn/fg_cls_accuracy": 0.6108354237103283, "iteration": 68379, "loss_box_reg": 0.2233405690640211, "loss_cls": 0.21231944323517382, "loss_mask": 0.25713412649929523, "loss_rpn_cls": 0.04149719639099203, "loss_rpn_loc": 0.0659976439201273, "loss_sem_seg": 0.306128297932446, "lr": 0.02, "mask_rcnn/accuracy": 0.8995325220305597, "mask_rcnn/false_negative": 0.08711507771472687, "mask_rcnn/false_positive": 0.11031536871982806, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5556725845017354, "total_loss": 1.1522945097531192} {"data_time": 0.012128194004617399, "eta_seconds": 113712.73539909808, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.37370889998278534, "fast_rcnn/fg_cls_accuracy": 0.5377687101910829, "iteration": 68399, "loss_box_reg": 0.2362802668940276, "loss_cls": 0.2241704915650189, "loss_mask": 0.26377678709104657, "loss_rpn_cls": 0.04383723066712264, "loss_rpn_loc": 0.08106560178566724, "loss_sem_seg": 0.3330531297251582, "lr": 0.02, "mask_rcnn/accuracy": 0.869128986031823, "mask_rcnn/false_negative": 0.10561358872233138, "mask_rcnn/false_positive": 0.14554938455573876, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5780605400032073, "total_loss": 1.1925075557082891} {"data_time": 0.012361327502731001, "eta_seconds": 113701.45442971805, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3337256785971655, "fast_rcnn/fg_cls_accuracy": 0.6086956521739131, "iteration": 68419, "loss_box_reg": 0.21099479217082262, "loss_cls": 0.20886701485142112, "loss_mask": 0.2577201039530337, "loss_rpn_cls": 0.040653908930835314, "loss_rpn_loc": 0.07376513713097665, "loss_sem_seg": 0.31500337878242135, "lr": 0.02, "mask_rcnn/accuracy": 0.8873563053040765, "mask_rcnn/false_negative": 0.0975573256088394, "mask_rcnn/false_positive": 0.10559279437925528, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5673830265004653, "total_loss": 1.1154508812323911} {"data_time": 0.012842258995078737, "eta_seconds": 113644.58872700576, "fast_rcnn/cls_accuracy": 0.9140625, "fast_rcnn/false_negative": 0.3951532338629113, "fast_rcnn/fg_cls_accuracy": 0.5765639589169, "iteration": 68439, "loss_box_reg": 0.24685397325083613, "loss_cls": 0.24357056571170688, "loss_mask": 0.2729792697355151, "loss_rpn_cls": 0.054462963744299486, "loss_rpn_loc": 0.08947554303449579, "loss_sem_seg": 0.38027398148551583, "lr": 0.02, "mask_rcnn/accuracy": 0.8834116218602825, "mask_rcnn/false_negative": 0.08627058619158484, "mask_rcnn/false_positive": 0.1208309024034498, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.5515004215048975, "total_loss": 1.2573485185130266} {"data_time": 0.012280937495233957, "eta_seconds": 113613.9883278783, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.45008214330847973, "fast_rcnn/fg_cls_accuracy": 0.5335060449050086, "iteration": 68459, "loss_box_reg": 0.2306555793620646, "loss_cls": 0.2300753784365952, "loss_mask": 0.2658220957964659, "loss_rpn_cls": 0.05321086978074163, "loss_rpn_loc": 0.075149527634494, "loss_sem_seg": 0.37008915236219764, "lr": 0.02, "mask_rcnn/accuracy": 0.8823169431660927, "mask_rcnn/false_negative": 0.09795026730606354, "mask_rcnn/false_positive": 0.1317670756117744, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5518309929975658, "total_loss": 1.2628174954734277} {"data_time": 0.013133185002516257, "eta_seconds": 113572.38690488978, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.38997668997669, "fast_rcnn/fg_cls_accuracy": 0.5502622377622377, "iteration": 68479, "loss_box_reg": 0.23424076847732067, "loss_cls": 0.2337012579664588, "loss_mask": 0.26471610087901354, "loss_rpn_cls": 0.052826111001195386, "loss_rpn_loc": 0.08353939978405833, "loss_sem_seg": 0.35674702282994986, "lr": 0.02, "mask_rcnn/accuracy": 0.8956333101422387, "mask_rcnn/false_negative": 0.08224945251499248, "mask_rcnn/false_positive": 0.12478086129047271, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.5600281869992614, "total_loss": 1.2466137941810302} {"data_time": 0.012761959002091317, "eta_seconds": 113591.43927069829, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.400078125, "fast_rcnn/fg_cls_accuracy": 0.5519153225806452, "iteration": 68499, "loss_box_reg": 0.240829526912421, "loss_cls": 0.23008687747642398, "loss_mask": 0.26494659250602126, "loss_rpn_cls": 0.042594298167387024, "loss_rpn_loc": 0.07497835700633004, "loss_sem_seg": 0.3446021256968379, "lr": 0.02, "mask_rcnn/accuracy": 0.8637880144828318, "mask_rcnn/false_negative": 0.1290087208296167, "mask_rcnn/false_positive": 0.1263076131151916, "roi_head/num_bg_samples": 430.25, "roi_head/num_fg_samples": 81.75, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.565693796499545, "total_loss": 1.198104217517539} {"data_time": 0.011798707000707509, "eta_seconds": 113599.48294216563, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.421875, "fast_rcnn/fg_cls_accuracy": 0.5381283967391304, "iteration": 68519, "loss_box_reg": 0.24896939937025309, "loss_cls": 0.24429822992533445, "loss_mask": 0.2662774370983243, "loss_rpn_cls": 0.05335346210631542, "loss_rpn_loc": 0.08395423577167094, "loss_sem_seg": 0.38865900970995426, "lr": 0.02, "mask_rcnn/accuracy": 0.8738126581801551, "mask_rcnn/false_negative": 0.10365867993054284, "mask_rcnn/false_positive": 0.15252693686978988, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5692543629993452, "total_loss": 1.2976643544388935} {"data_time": 0.012445002001186367, "eta_seconds": 113538.5723485195, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.3216338259441708, "fast_rcnn/fg_cls_accuracy": 0.6585721223895095, "iteration": 68539, "loss_box_reg": 0.2297456576488912, "loss_cls": 0.21142560336738825, "loss_mask": 0.24959559878334403, "loss_rpn_cls": 0.042564716772176325, "loss_rpn_loc": 0.07149883816600777, "loss_sem_seg": 0.3419803329743445, "lr": 0.02, "mask_rcnn/accuracy": 0.8987808519289335, "mask_rcnn/false_negative": 0.09775233289457838, "mask_rcnn/false_positive": 0.10743773995948924, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5663790539983893, "total_loss": 1.1456318314303644} {"data_time": 0.01245563650081749, "eta_seconds": 113551.70218354512, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.39914529914529917, "fast_rcnn/fg_cls_accuracy": 0.5611696522655427, "iteration": 68559, "loss_box_reg": 0.26291598938405514, "loss_cls": 0.23963139252737164, "loss_mask": 0.27757023088634014, "loss_rpn_cls": 0.053912013478111476, "loss_rpn_loc": 0.0741178680327721, "loss_sem_seg": 0.335089695174247, "lr": 0.02, "mask_rcnn/accuracy": 0.8843232401656315, "mask_rcnn/false_negative": 0.09293326373911551, "mask_rcnn/false_positive": 0.13140112316006192, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.5602397135007777, "total_loss": 1.2806768908631057} {"data_time": 0.012365465005132137, "eta_seconds": 113476.44101845747, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.3243559051527588, "fast_rcnn/fg_cls_accuracy": 0.6450353397172823, "iteration": 68579, "loss_box_reg": 0.23740561353042722, "loss_cls": 0.222404352738522, "loss_mask": 0.27275557816028595, "loss_rpn_cls": 0.04948166781105101, "loss_rpn_loc": 0.08500846428796649, "loss_sem_seg": 0.33848927868530154, "lr": 0.02, "mask_rcnn/accuracy": 0.8932184301640365, "mask_rcnn/false_negative": 0.09360298397780395, "mask_rcnn/false_positive": 0.13803600123364979, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5627388225002505, "total_loss": 1.2346004384526168} {"data_time": 0.012560311497509247, "eta_seconds": 113599.92570529785, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.43845500848896435, "fast_rcnn/fg_cls_accuracy": 0.5381578947368422, "iteration": 68599, "loss_box_reg": 0.225088068167679, "loss_cls": 0.20800088671967387, "loss_mask": 0.24541347427293658, "loss_rpn_cls": 0.03298946813811199, "loss_rpn_loc": 0.06281642503745388, "loss_sem_seg": 0.3339770254679024, "lr": 0.02, "mask_rcnn/accuracy": 0.8936485408428221, "mask_rcnn/false_negative": 0.09356234588946323, "mask_rcnn/false_positive": 0.12363055853682334, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 0.5694438865029952, "total_loss": 1.1063236951304134} {"data_time": 0.012443070998415351, "eta_seconds": 113613.35861463645, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.3249522216913521, "fast_rcnn/fg_cls_accuracy": 0.6652542372881356, "iteration": 68619, "loss_box_reg": 0.23394624888896942, "loss_cls": 0.22450355859473348, "loss_mask": 0.24848020961508155, "loss_rpn_cls": 0.044235933222807944, "loss_rpn_loc": 0.07377892275690101, "loss_sem_seg": 0.3419939945451915, "lr": 0.02, "mask_rcnn/accuracy": 0.8960240774391948, "mask_rcnn/false_negative": 0.08456142752659976, "mask_rcnn/false_positive": 0.13094193564963846, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 235.25, "rpn/num_pos_anchors": 20.75, "time": 0.5683102289985982, "total_loss": 1.1651035187824164} {"data_time": 0.011816736499895342, "eta_seconds": 113460.27727792754, "fast_rcnn/cls_accuracy": 0.90380859375, "fast_rcnn/false_negative": 0.5, "fast_rcnn/fg_cls_accuracy": 0.42928488708743484, "iteration": 68639, "loss_box_reg": 0.2350560761988163, "loss_cls": 0.22720016865059733, "loss_mask": 0.26215585228055716, "loss_rpn_cls": 0.04869824953493662, "loss_rpn_loc": 0.08892375737195835, "loss_sem_seg": 0.3378687808290124, "lr": 0.02, "mask_rcnn/accuracy": 0.8934911139420907, "mask_rcnn/false_negative": 0.10033459315424692, "mask_rcnn/false_positive": 0.12322229437726409, "roi_head/num_bg_samples": 430.0, "roi_head/num_fg_samples": 82.0, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5516892709965759, "total_loss": 1.23284184440854} {"data_time": 0.012844985001720488, "eta_seconds": 113492.40145468277, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.32231841216216217, "fast_rcnn/fg_cls_accuracy": 0.6641730542452831, "iteration": 68659, "loss_box_reg": 0.22641605185344815, "loss_cls": 0.22795077320188284, "loss_mask": 0.25948820589110255, "loss_rpn_cls": 0.04421202148660086, "loss_rpn_loc": 0.08315064280759543, "loss_sem_seg": 0.3454896779730916, "lr": 0.02, "mask_rcnn/accuracy": 0.8937243150292462, "mask_rcnn/false_negative": 0.07489721017931772, "mask_rcnn/false_positive": 0.13212019067820188, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.5618348390016763, "total_loss": 1.1772008154075593} {"data_time": 0.012491453999246005, "eta_seconds": 113406.41908947294, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.36698599852616065, "fast_rcnn/fg_cls_accuracy": 0.5892930963207936, "iteration": 68679, "loss_box_reg": 0.23058169498108327, "loss_cls": 0.23123986553400755, "loss_mask": 0.27325412537902594, "loss_rpn_cls": 0.05286098987562582, "loss_rpn_loc": 0.08509002206847072, "loss_sem_seg": 0.3286632455419749, "lr": 0.02, "mask_rcnn/accuracy": 0.8902543727955383, "mask_rcnn/false_negative": 0.08699567507710332, "mask_rcnn/false_positive": 0.12413174957066297, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5564925075013889, "total_loss": 1.2316420257557184} {"data_time": 0.012766163501510164, "eta_seconds": 113469.85415404262, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.43619813022798093, "fast_rcnn/fg_cls_accuracy": 0.5508446777103494, "iteration": 68699, "loss_box_reg": 0.2496734820306301, "loss_cls": 0.2344684270210564, "loss_mask": 0.26097170636057854, "loss_rpn_cls": 0.04675519478041679, "loss_rpn_loc": 0.07493177062133327, "loss_sem_seg": 0.3293823152780533, "lr": 0.02, "mask_rcnn/accuracy": 0.8757065422470992, "mask_rcnn/false_negative": 0.10360347295449372, "mask_rcnn/false_positive": 0.13952675946663698, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.566967389499041, "total_loss": 1.2403152227052487} {"data_time": 0.012428965997969499, "eta_seconds": 113379.96799377371, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.42450161637931033, "fast_rcnn/fg_cls_accuracy": 0.5288009404388715, "iteration": 68719, "loss_box_reg": 0.24514910904690623, "loss_cls": 0.2228417315054685, "loss_mask": 0.2772564711049199, "loss_rpn_cls": 0.04703195302863605, "loss_rpn_loc": 0.08620432746829465, "loss_sem_seg": 0.3673767535947263, "lr": 0.02, "mask_rcnn/accuracy": 0.8777924717675503, "mask_rcnn/false_negative": 0.09307835076789603, "mask_rcnn/false_positive": 0.1441319745223698, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5675137844991696, "total_loss": 1.2120532532862853} {"data_time": 0.013244725501863286, "eta_seconds": 113360.60472115943, "fast_rcnn/cls_accuracy": 0.9072265625, "fast_rcnn/false_negative": 0.3847962629801471, "fast_rcnn/fg_cls_accuracy": 0.5830423302955455, "iteration": 68739, "loss_box_reg": 0.2558682323433459, "loss_cls": 0.2385582230053842, "loss_mask": 0.2679866310209036, "loss_rpn_cls": 0.052107709692791104, "loss_rpn_loc": 0.08592945709824562, "loss_sem_seg": 0.31087345257401466, "lr": 0.02, "mask_rcnn/accuracy": 0.8865369022458089, "mask_rcnn/false_negative": 0.10132486075459293, "mask_rcnn/false_positive": 0.121934536916068, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5561471894980059, "total_loss": 1.2506345199653879} {"data_time": 0.013137641504727071, "eta_seconds": 113321.43661527942, "fast_rcnn/cls_accuracy": 0.9072265625, "fast_rcnn/false_negative": 0.41148003763946767, "fast_rcnn/fg_cls_accuracy": 0.5307408438936081, "iteration": 68759, "loss_box_reg": 0.2242933609522879, "loss_cls": 0.21264703059569, "loss_mask": 0.2577829398214817, "loss_rpn_cls": 0.04326525249052793, "loss_rpn_loc": 0.07197759719565511, "loss_sem_seg": 0.3373002940788865, "lr": 0.02, "mask_rcnn/accuracy": 0.8682620736650826, "mask_rcnn/false_negative": 0.10696902711355691, "mask_rcnn/false_positive": 0.1404800965859359, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.546837494995998, "total_loss": 1.1510083990579005} {"data_time": 0.013260009502118919, "eta_seconds": 113346.17047647388, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.34867475076687116, "fast_rcnn/fg_cls_accuracy": 0.5576742941255186, "iteration": 68779, "loss_box_reg": 0.2526459628716111, "loss_cls": 0.23242134181782603, "loss_mask": 0.2634541066363454, "loss_rpn_cls": 0.05041023623198271, "loss_rpn_loc": 0.0877174251654651, "loss_sem_seg": 0.33120460622012615, "lr": 0.02, "mask_rcnn/accuracy": 0.8939979547853625, "mask_rcnn/false_negative": 0.09328388184162573, "mask_rcnn/false_positive": 0.10905761836771383, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5747922619993915, "total_loss": 1.2264275842171628} {"data_time": 0.012963274999492569, "eta_seconds": 113334.90463737394, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3731414109459032, "fast_rcnn/fg_cls_accuracy": 0.5864737274220033, "iteration": 68799, "loss_box_reg": 0.24860111449379474, "loss_cls": 0.22144667617976665, "loss_mask": 0.2663239650428295, "loss_rpn_cls": 0.05084266560152173, "loss_rpn_loc": 0.07781767868436873, "loss_sem_seg": 0.36012202221900225, "lr": 0.02, "mask_rcnn/accuracy": 0.8758632056380107, "mask_rcnn/false_negative": 0.10661783171777449, "mask_rcnn/false_positive": 0.12749470953324055, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5563110425027844, "total_loss": 1.2251804094412364} {"data_time": 0.011821351501566824, "eta_seconds": 113355.19363726358, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.33416289592760184, "fast_rcnn/fg_cls_accuracy": 0.5997106690777576, "iteration": 68819, "loss_box_reg": 0.24511583987623453, "loss_cls": 0.22439882904291153, "loss_mask": 0.2633789167739451, "loss_rpn_cls": 0.04849894414655864, "loss_rpn_loc": 0.07252938218880445, "loss_sem_seg": 0.3360051177442074, "lr": 0.02, "mask_rcnn/accuracy": 0.8725578593506368, "mask_rcnn/false_negative": 0.11931865831550456, "mask_rcnn/false_positive": 0.1363218323630448, "roi_head/num_bg_samples": 459.5, "roi_head/num_fg_samples": 52.5, "rpn/num_neg_anchors": 235.0, "rpn/num_pos_anchors": 21.0, "time": 0.5662323430005927, "total_loss": 1.1397767053858843} {"data_time": 0.011714463500538841, "eta_seconds": 113355.75674961715, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.3725350285417748, "fast_rcnn/fg_cls_accuracy": 0.6121069644431384, "iteration": 68839, "loss_box_reg": 0.23759535513818264, "loss_cls": 0.22754737292416394, "loss_mask": 0.26668679993599653, "loss_rpn_cls": 0.05631888922653161, "loss_rpn_loc": 0.08903689528233372, "loss_sem_seg": 0.29108308581635356, "lr": 0.02, "mask_rcnn/accuracy": 0.8700269399254037, "mask_rcnn/false_negative": 0.11047229467911579, "mask_rcnn/false_positive": 0.14108328665012673, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5634206694994646, "total_loss": 1.2097231635998469} {"data_time": 0.0137203660015075, "eta_seconds": 113381.62225388535, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.31858258928571426, "fast_rcnn/fg_cls_accuracy": 0.6603555484693877, "iteration": 68859, "loss_box_reg": 0.24396730959415436, "loss_cls": 0.22006247332319617, "loss_mask": 0.26690674666315317, "loss_rpn_cls": 0.041574136062990874, "loss_rpn_loc": 0.08509161381516606, "loss_sem_seg": 0.3277182506863028, "lr": 0.02, "mask_rcnn/accuracy": 0.8891028286314526, "mask_rcnn/false_negative": 0.09408620802048309, "mask_rcnn/false_positive": 0.11883402929736028, "roi_head/num_bg_samples": 457.75, "roi_head/num_fg_samples": 54.25, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5773958729987498, "total_loss": 1.1734666197007755} {"data_time": 0.013033965500653721, "eta_seconds": 113370.34840894534, "fast_rcnn/cls_accuracy": 0.90380859375, "fast_rcnn/false_negative": 0.41969901168014373, "fast_rcnn/fg_cls_accuracy": 0.4945660681142244, "iteration": 68879, "loss_box_reg": 0.24827682320028543, "loss_cls": 0.24375369143672287, "loss_mask": 0.28688739985227585, "loss_rpn_cls": 0.04715884741744958, "loss_rpn_loc": 0.07799481687834486, "loss_sem_seg": 0.37096073059365153, "lr": 0.02, "mask_rcnn/accuracy": 0.865099480652476, "mask_rcnn/false_negative": 0.1158984366182655, "mask_rcnn/false_positive": 0.15249016141283428, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5682547175019863, "total_loss": 1.225904327671742} {"data_time": 0.011613473998295376, "eta_seconds": 113475.11275694324, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.3695601851851852, "fast_rcnn/fg_cls_accuracy": 0.6183247200689062, "iteration": 68899, "loss_box_reg": 0.24144560936838388, "loss_cls": 0.22925661504268646, "loss_mask": 0.2636470254510641, "loss_rpn_cls": 0.03994284517830238, "loss_rpn_loc": 0.07818603795021772, "loss_sem_seg": 0.3405454861931503, "lr": 0.02, "mask_rcnn/accuracy": 0.8746440354498024, "mask_rcnn/false_negative": 0.08592198485155317, "mask_rcnn/false_positive": 0.1487210578468148, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5739391219976824, "total_loss": 1.2117781955821556} {"data_time": 0.012746477001201129, "eta_seconds": 113395.074862222, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.31695568400770713, "fast_rcnn/fg_cls_accuracy": 0.655237344543703, "iteration": 68919, "loss_box_reg": 0.21238312032073736, "loss_cls": 0.2065782775171101, "loss_mask": 0.2623750139027834, "loss_rpn_cls": 0.04399985051713884, "loss_rpn_loc": 0.06699653528630733, "loss_sem_seg": 0.3243280528113246, "lr": 0.02, "mask_rcnn/accuracy": 0.8928058208409222, "mask_rcnn/false_negative": 0.08449326603400817, "mask_rcnn/false_positive": 0.1262564504082592, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.555627685997024, "total_loss": 1.2052197850862285} {"data_time": 0.012613683498784667, "eta_seconds": 113411.20706158216, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.3120454754671822, "fast_rcnn/fg_cls_accuracy": 0.6535027156402468, "iteration": 68939, "loss_box_reg": 0.24122553318738937, "loss_cls": 0.23100540367886424, "loss_mask": 0.27272978983819485, "loss_rpn_cls": 0.05198580605792813, "loss_rpn_loc": 0.08370116865262389, "loss_sem_seg": 0.3545463434420526, "lr": 0.02, "mask_rcnn/accuracy": 0.8980915627280777, "mask_rcnn/false_negative": 0.08009963162120523, "mask_rcnn/false_positive": 0.1119964614006213, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 234.5, "rpn/num_pos_anchors": 21.5, "time": 0.5652639184991131, "total_loss": 1.2618026605050545} {"data_time": 0.012161857997853076, "eta_seconds": 113288.13583497687, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3490804597701149, "fast_rcnn/fg_cls_accuracy": 0.6459750566893423, "iteration": 68959, "loss_box_reg": 0.25478636007755995, "loss_cls": 0.22351065976545215, "loss_mask": 0.26599324960261583, "loss_rpn_cls": 0.04516302252886817, "loss_rpn_loc": 0.08154164168809075, "loss_sem_seg": 0.35660386900417507, "lr": 0.02, "mask_rcnn/accuracy": 0.8938893283794354, "mask_rcnn/false_negative": 0.10866044827438291, "mask_rcnn/false_positive": 0.10857503989926466, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5569630620011594, "total_loss": 1.2704475062782876} {"data_time": 0.012702588501269929, "eta_seconds": 113255.18938751267, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.31688804554079697, "fast_rcnn/fg_cls_accuracy": 0.6745098039215687, "iteration": 68979, "loss_box_reg": 0.2561385538429022, "loss_cls": 0.23185394937172532, "loss_mask": 0.27180513367056847, "loss_rpn_cls": 0.038666940468829125, "loss_rpn_loc": 0.07111937692388892, "loss_sem_seg": 0.34856981318444014, "lr": 0.02, "mask_rcnn/accuracy": 0.8711704384310263, "mask_rcnn/false_negative": 0.10192924717687137, "mask_rcnn/false_positive": 0.1381877092579741, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.569071409998287, "total_loss": 1.23601687210612} {"data_time": 0.011901785499503603, "eta_seconds": 113265.59553009678, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.4260706340378198, "fast_rcnn/fg_cls_accuracy": 0.5586808287437713, "iteration": 68999, "loss_box_reg": 0.2352539375424385, "loss_cls": 0.21770625095814466, "loss_mask": 0.27819726523011923, "loss_rpn_cls": 0.041475966601865366, "loss_rpn_loc": 0.0745323016308248, "loss_sem_seg": 0.34480367391370237, "lr": 0.02, "mask_rcnn/accuracy": 0.8767227603155896, "mask_rcnn/false_negative": 0.09795674018885592, "mask_rcnn/false_positive": 0.15511255502239124, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5643790104986692, "total_loss": 1.218370130227413} {"data_time": 0.01195388250198448, "eta_seconds": 113232.65339587249, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.3684282835684191, "fast_rcnn/fg_cls_accuracy": 0.5573879750425411, "iteration": 69019, "loss_box_reg": 0.22739037545397878, "loss_cls": 0.24578148685395718, "loss_mask": 0.25254020746797323, "loss_rpn_cls": 0.045112683379556984, "loss_rpn_loc": 0.07354806165676564, "loss_sem_seg": 0.3452730840072036, "lr": 0.02, "mask_rcnn/accuracy": 0.8925206924875213, "mask_rcnn/false_negative": 0.08010937547488223, "mask_rcnn/false_positive": 0.10860626271196239, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.5691326630003459, "total_loss": 1.2170648261962924} {"data_time": 0.012027788998238975, "eta_seconds": 113203.62697701468, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.4193326453388373, "fast_rcnn/fg_cls_accuracy": 0.5726411369917095, "iteration": 69039, "loss_box_reg": 0.22708684881217778, "loss_cls": 0.21056219446472824, "loss_mask": 0.25811234256252646, "loss_rpn_cls": 0.04429616194101982, "loss_rpn_loc": 0.07753820496145636, "loss_sem_seg": 0.32351739215664566, "lr": 0.02, "mask_rcnn/accuracy": 0.8857704689018464, "mask_rcnn/false_negative": 0.08342593415052663, "mask_rcnn/false_positive": 0.14512993727052634, "roi_head/num_bg_samples": 467.25, "roi_head/num_fg_samples": 44.75, "rpn/num_neg_anchors": 237.75, "rpn/num_pos_anchors": 18.25, "time": 0.5600537594982598, "total_loss": 1.1477622551319655} {"data_time": 0.012882326998806093, "eta_seconds": 113219.96592454248, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3436761229314421, "fast_rcnn/fg_cls_accuracy": 0.622626582278481, "iteration": 69059, "loss_box_reg": 0.23733919579535723, "loss_cls": 0.22813474386930466, "loss_mask": 0.27115684002637863, "loss_rpn_cls": 0.05176926500280388, "loss_rpn_loc": 0.08859413780737668, "loss_sem_seg": 0.34571621054783463, "lr": 0.02, "mask_rcnn/accuracy": 0.8947622337993908, "mask_rcnn/false_negative": 0.10859709631813112, "mask_rcnn/false_positive": 0.12991415565655418, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5593354200027534, "total_loss": 1.258869100769516} {"data_time": 0.012180721998447552, "eta_seconds": 113190.9614499586, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.41724905523632033, "fast_rcnn/fg_cls_accuracy": 0.5800658561296859, "iteration": 69079, "loss_box_reg": 0.22911597648635507, "loss_cls": 0.22768364753574133, "loss_mask": 0.2544707180932164, "loss_rpn_cls": 0.048332707869121805, "loss_rpn_loc": 0.07577256031800061, "loss_sem_seg": 0.3233661106787622, "lr": 0.02, "mask_rcnn/accuracy": 0.8743094789965433, "mask_rcnn/false_negative": 0.13365243341748873, "mask_rcnn/false_positive": 0.1366405218604974, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.5634508469993307, "total_loss": 1.1652336569386534} {"data_time": 0.012307597004109994, "eta_seconds": 113179.6942393186, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.3425971110677338, "fast_rcnn/fg_cls_accuracy": 0.6514519838987924, "iteration": 69099, "loss_box_reg": 0.2441596519201994, "loss_cls": 0.2350535304285586, "loss_mask": 0.27407880034297705, "loss_rpn_cls": 0.048425362285343, "loss_rpn_loc": 0.07946169574279338, "loss_sem_seg": 0.3524031201377511, "lr": 0.02, "mask_rcnn/accuracy": 0.8843471982685017, "mask_rcnn/false_negative": 0.09863720304144907, "mask_rcnn/false_positive": 0.09943250285265932, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5694489080015046, "total_loss": 1.263256605481729} {"data_time": 0.012388691498927074, "eta_seconds": 113197.9746154565, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.34806778929188253, "fast_rcnn/fg_cls_accuracy": 0.5860162601626016, "iteration": 69119, "loss_box_reg": 0.22230836190283298, "loss_cls": 0.21023247065022588, "loss_mask": 0.2642664643935859, "loss_rpn_cls": 0.04064787540119141, "loss_rpn_loc": 0.07837022084277123, "loss_sem_seg": 0.3559387919958681, "lr": 0.02, "mask_rcnn/accuracy": 0.894643894143023, "mask_rcnn/false_negative": 0.10275033366040985, "mask_rcnn/false_positive": 0.10562012013722576, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5668198450002819, "total_loss": 1.1665900232619606} {"data_time": 0.011757964501157403, "eta_seconds": 113147.29583466516, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.3893398268398268, "fast_rcnn/fg_cls_accuracy": 0.6016828117237953, "iteration": 69139, "loss_box_reg": 0.22943355329334736, "loss_cls": 0.23115158500149846, "loss_mask": 0.26505564991384745, "loss_rpn_cls": 0.044384764099959284, "loss_rpn_loc": 0.07886710157617927, "loss_sem_seg": 0.3668876485899091, "lr": 0.02, "mask_rcnn/accuracy": 0.881965565659945, "mask_rcnn/false_negative": 0.09932940489882928, "mask_rcnn/false_positive": 0.12796353519257467, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5585437170011573, "total_loss": 1.2680747416015947} {"data_time": 0.013618479501019465, "eta_seconds": 113098.01201217946, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.38685503685503686, "fast_rcnn/fg_cls_accuracy": 0.4927865612648221, "iteration": 69159, "loss_box_reg": 0.2524493117816746, "loss_cls": 0.23022243659943342, "loss_mask": 0.25244924519211054, "loss_rpn_cls": 0.04552980433800258, "loss_rpn_loc": 0.08825860136130359, "loss_sem_seg": 0.3222626121714711, "lr": 0.02, "mask_rcnn/accuracy": 0.8787685528756957, "mask_rcnn/false_negative": 0.0903188968593519, "mask_rcnn/false_positive": 0.14895971134674338, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5637160269980086, "total_loss": 1.2527031801000703} {"data_time": 0.012847703004808864, "eta_seconds": 113086.7495695495, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.3658043857296137, "fast_rcnn/fg_cls_accuracy": 0.60332712978085, "iteration": 69179, "loss_box_reg": 0.22669226955622435, "loss_cls": 0.23123291647061706, "loss_mask": 0.26630509085953236, "loss_rpn_cls": 0.039564089907798916, "loss_rpn_loc": 0.07586679528321838, "loss_sem_seg": 0.34850969398394227, "lr": 0.02, "mask_rcnn/accuracy": 0.8852083477318637, "mask_rcnn/false_negative": 0.08837258178099756, "mask_rcnn/false_positive": 0.14600326517264128, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5608537570005865, "total_loss": 1.2257749316195259} {"data_time": 0.012568063495564274, "eta_seconds": 113113.49714925545, "fast_rcnn/cls_accuracy": 0.9140625, "fast_rcnn/false_negative": 0.3791257541701171, "fast_rcnn/fg_cls_accuracy": 0.5461570593149541, "iteration": 69199, "loss_box_reg": 0.23904486512765288, "loss_cls": 0.23645044188015163, "loss_mask": 0.26801159232854843, "loss_rpn_cls": 0.045928852778160945, "loss_rpn_loc": 0.08427537512034178, "loss_sem_seg": 0.32209739135578275, "lr": 0.02, "mask_rcnn/accuracy": 0.8737058419859172, "mask_rcnn/false_negative": 0.10122270659242483, "mask_rcnn/false_positive": 0.13421026149325577, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5781358469976112, "total_loss": 1.2083042786398437} {"data_time": 0.013227901497884886, "eta_seconds": 113087.98380362862, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.39776497695852536, "fast_rcnn/fg_cls_accuracy": 0.5442766295707473, "iteration": 69219, "loss_box_reg": 0.22786470036953688, "loss_cls": 0.21209591394290328, "loss_mask": 0.26533845346421003, "loss_rpn_cls": 0.046799975738395005, "loss_rpn_loc": 0.07573296298505738, "loss_sem_seg": 0.33864487381652, "lr": 0.02, "mask_rcnn/accuracy": 0.88267477142735, "mask_rcnn/false_negative": 0.1221854726583873, "mask_rcnn/false_positive": 0.12409582745052675, "roi_head/num_bg_samples": 458.5, "roi_head/num_fg_samples": 53.5, "rpn/num_neg_anchors": 237.5, "rpn/num_pos_anchors": 18.5, "time": 0.5675394249992678, "total_loss": 1.1900354345270898} {"data_time": 0.012591586000780808, "eta_seconds": 113076.71899432858, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.3595525568181818, "fast_rcnn/fg_cls_accuracy": 0.6257738797169812, "iteration": 69239, "loss_box_reg": 0.2416123691946268, "loss_cls": 0.23592627327889204, "loss_mask": 0.2635679254308343, "loss_rpn_cls": 0.045573310751933604, "loss_rpn_loc": 0.07075636164518073, "loss_sem_seg": 0.3634315049275756, "lr": 0.02, "mask_rcnn/accuracy": 0.8844994825760493, "mask_rcnn/false_negative": 0.08891804805846212, "mask_rcnn/false_positive": 0.13364892085910218, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5783825195030659, "total_loss": 1.2345987446024083} {"data_time": 0.011870950500451727, "eta_seconds": 113051.73574603593, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.35944527736131937, "fast_rcnn/fg_cls_accuracy": 0.5551678802588997, "iteration": 69259, "loss_box_reg": 0.24682054575532675, "loss_cls": 0.23518374701961875, "loss_mask": 0.26831336971372366, "loss_rpn_cls": 0.053353652358055115, "loss_rpn_loc": 0.07602564226544928, "loss_sem_seg": 0.3627344910055399, "lr": 0.02, "mask_rcnn/accuracy": 0.8953721484014852, "mask_rcnn/false_negative": 0.08932199840063368, "mask_rcnn/false_positive": 0.13556867358677743, "roi_head/num_bg_samples": 456.25, "roi_head/num_fg_samples": 55.75, "rpn/num_neg_anchors": 236.25, "rpn/num_pos_anchors": 19.75, "time": 0.5595106895016215, "total_loss": 1.2203682222025236} {"data_time": 0.012289181500818813, "eta_seconds": 113054.18937572849, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.30242825607064017, "fast_rcnn/fg_cls_accuracy": 0.6321160042964554, "iteration": 69279, "loss_box_reg": 0.24370511109009385, "loss_cls": 0.23441248410381377, "loss_mask": 0.2592743607237935, "loss_rpn_cls": 0.044788611674448475, "loss_rpn_loc": 0.07127250512712635, "loss_sem_seg": 0.31867601396515965, "lr": 0.02, "mask_rcnn/accuracy": 0.8867120575437252, "mask_rcnn/false_negative": 0.09988052775547929, "mask_rcnn/false_positive": 0.13735641178640745, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5727433049978572, "total_loss": 1.2177001266682055} {"data_time": 0.01193742800023756, "eta_seconds": 113060.85559519804, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.4194878472222222, "fast_rcnn/fg_cls_accuracy": 0.547562893081761, "iteration": 69299, "loss_box_reg": 0.2518580066971481, "loss_cls": 0.23164909752085805, "loss_mask": 0.2606745222583413, "loss_rpn_cls": 0.04857337157591246, "loss_rpn_loc": 0.08017811365425587, "loss_sem_seg": 0.3970353319309652, "lr": 0.02, "mask_rcnn/accuracy": 0.8772502628989365, "mask_rcnn/false_negative": 0.09378293441646068, "mask_rcnn/false_positive": 0.12716607238699806, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5761436469983892, "total_loss": 1.3194093221100047} {"data_time": 0.01227495649800403, "eta_seconds": 113063.63345857114, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.3811788211788212, "fast_rcnn/fg_cls_accuracy": 0.5543093270365997, "iteration": 69319, "loss_box_reg": 0.232009231694974, "loss_cls": 0.22253863350488245, "loss_mask": 0.2730806670151651, "loss_rpn_cls": 0.042188732157228515, "loss_rpn_loc": 0.07105521921766922, "loss_sem_seg": 0.33536147489212453, "lr": 0.02, "mask_rcnn/accuracy": 0.8793424187856961, "mask_rcnn/false_negative": 0.08875849647592701, "mask_rcnn/false_positive": 0.11675097542950334, "roi_head/num_bg_samples": 469.0, "roi_head/num_fg_samples": 43.0, "rpn/num_neg_anchors": 239.75, "rpn/num_pos_anchors": 16.25, "time": 0.5548663854970073, "total_loss": 1.1951468233019114} {"data_time": 0.01252314699740964, "eta_seconds": 113052.36546275106, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.3236914600550964, "fast_rcnn/fg_cls_accuracy": 0.6548662806727323, "iteration": 69339, "loss_box_reg": 0.255158893764019, "loss_cls": 0.24294211668893695, "loss_mask": 0.2769055115059018, "loss_rpn_cls": 0.057246417622081935, "loss_rpn_loc": 0.09375485623604618, "loss_sem_seg": 0.3428754492197186, "lr": 0.02, "mask_rcnn/accuracy": 0.8878537919891303, "mask_rcnn/false_negative": 0.10390235331266809, "mask_rcnn/false_positive": 0.12067141232952763, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5568605494991061, "total_loss": 1.3042593203717843} {"data_time": 0.013323716000741115, "eta_seconds": 113061.85437949588, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3232740801984291, "fast_rcnn/fg_cls_accuracy": 0.5826829268292683, "iteration": 69359, "loss_box_reg": 0.2386244465596974, "loss_cls": 0.22850048542022705, "loss_mask": 0.2721730163320899, "loss_rpn_cls": 0.04604101023869589, "loss_rpn_loc": 0.09141741879284382, "loss_sem_seg": 0.35419026715680957, "lr": 0.02, "mask_rcnn/accuracy": 0.8801872994220037, "mask_rcnn/false_negative": 0.09236508412062791, "mask_rcnn/false_positive": 0.11911512295358537, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.563395507997484, "total_loss": 1.1740523875923827} {"data_time": 0.012168549499619985, "eta_seconds": 113127.11811583965, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.343980343980344, "fast_rcnn/fg_cls_accuracy": 0.6260188087774294, "iteration": 69379, "loss_box_reg": 0.22339375829324126, "loss_cls": 0.21949023846536875, "loss_mask": 0.2583967410027981, "loss_rpn_cls": 0.041723767411895096, "loss_rpn_loc": 0.06648822673014365, "loss_sem_seg": 0.36840460915118456, "lr": 0.02, "mask_rcnn/accuracy": 0.8863310023549386, "mask_rcnn/false_negative": 0.0810593779368877, "mask_rcnn/false_positive": 0.14170863958944124, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5666514185031701, "total_loss": 1.1673145612585358} {"data_time": 0.013004252497921698, "eta_seconds": 113115.8404212697, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.3831380052618991, "fast_rcnn/fg_cls_accuracy": 0.6009259259259259, "iteration": 69399, "loss_box_reg": 0.23210256057791412, "loss_cls": 0.21633005421608686, "loss_mask": 0.26390781067311764, "loss_rpn_cls": 0.04482209315756336, "loss_rpn_loc": 0.05960534751648083, "loss_sem_seg": 0.32137161307036877, "lr": 0.02, "mask_rcnn/accuracy": 0.8834256964262601, "mask_rcnn/false_negative": 0.09853975761416753, "mask_rcnn/false_positive": 0.1374166401636443, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.5674939599994104, "total_loss": 1.1669040855922503} {"data_time": 0.012447368502762401, "eta_seconds": 113104.56272669976, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.37606552326178494, "fast_rcnn/fg_cls_accuracy": 0.602520168487185, "iteration": 69419, "loss_box_reg": 0.23701229691505432, "loss_cls": 0.23349772137589753, "loss_mask": 0.25975380558520555, "loss_rpn_cls": 0.04462028038688004, "loss_rpn_loc": 0.08181918214540929, "loss_sem_seg": 0.3303584256209433, "lr": 0.02, "mask_rcnn/accuracy": 0.8985019974793054, "mask_rcnn/false_negative": 0.0824087415715124, "mask_rcnn/false_positive": 0.11546726331852843, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.574195006996888, "total_loss": 1.2113363109529018} {"data_time": 0.014399941497686086, "eta_seconds": 113042.36791005108, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.3545896925458969, "fast_rcnn/fg_cls_accuracy": 0.5751256749208713, "iteration": 69439, "loss_box_reg": 0.22985695232637227, "loss_cls": 0.2258403890300542, "loss_mask": 0.2576420344412327, "loss_rpn_cls": 0.04695655465184245, "loss_rpn_loc": 0.07698358446941711, "loss_sem_seg": 0.3320141052827239, "lr": 0.02, "mask_rcnn/accuracy": 0.8912822200840633, "mask_rcnn/false_negative": 0.09847319681547885, "mask_rcnn/false_positive": 0.10842600151852258, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.558935429500707, "total_loss": 1.1724052299832692} {"data_time": 0.013115557499986608, "eta_seconds": 113199.46640811986, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.38665112006218644, "fast_rcnn/fg_cls_accuracy": 0.5632048872180451, "iteration": 69459, "loss_box_reg": 0.22935327468439937, "loss_cls": 0.22320777038112283, "loss_mask": 0.25781246088445187, "loss_rpn_cls": 0.04175457323435694, "loss_rpn_loc": 0.07748024578904733, "loss_sem_seg": 0.3444246631115675, "lr": 0.02, "mask_rcnn/accuracy": 0.8803121271706951, "mask_rcnn/false_negative": 0.11056571478153915, "mask_rcnn/false_positive": 0.09946096171600222, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5723660664989438, "total_loss": 1.2169314253842458} {"data_time": 0.012583792500663549, "eta_seconds": 113137.06509843105, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.3284913882548246, "fast_rcnn/fg_cls_accuracy": 0.6396809571286142, "iteration": 69479, "loss_box_reg": 0.2273484356701374, "loss_cls": 0.2076422036625445, "loss_mask": 0.2649588929489255, "loss_rpn_cls": 0.0455091142503079, "loss_rpn_loc": 0.07006052724318579, "loss_sem_seg": 0.3286258557345718, "lr": 0.02, "mask_rcnn/accuracy": 0.891453787012187, "mask_rcnn/false_negative": 0.09592773007887097, "mask_rcnn/false_positive": 0.11408700422877488, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5565058914980909, "total_loss": 1.172890922985971} {"data_time": 0.012880185000540223, "eta_seconds": 113028.71113560522, "fast_rcnn/cls_accuracy": 0.90380859375, "fast_rcnn/false_negative": 0.43998463606683313, "fast_rcnn/fg_cls_accuracy": 0.5182863912561624, "iteration": 69499, "loss_box_reg": 0.24962116172537208, "loss_cls": 0.23528565070591867, "loss_mask": 0.27948019094765186, "loss_rpn_cls": 0.04527660278836265, "loss_rpn_loc": 0.08006756129907444, "loss_sem_seg": 0.3188238018192351, "lr": 0.02, "mask_rcnn/accuracy": 0.863216437742423, "mask_rcnn/false_negative": 0.1118087921886355, "mask_rcnn/false_positive": 0.14934051231186668, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.557967335000285, "total_loss": 1.2273443969897926} {"data_time": 0.0131602439978451, "eta_seconds": 113048.17425385004, "fast_rcnn/cls_accuracy": 0.91015625, "fast_rcnn/false_negative": 0.4263819875776398, "fast_rcnn/fg_cls_accuracy": 0.5586180124223603, "iteration": 69519, "loss_box_reg": 0.26483467826619744, "loss_cls": 0.22753388830460608, "loss_mask": 0.27139177452772856, "loss_rpn_cls": 0.05020383856026456, "loss_rpn_loc": 0.08190668089082465, "loss_sem_seg": 0.37080633640289307, "lr": 0.02, "mask_rcnn/accuracy": 0.8849899781341108, "mask_rcnn/false_negative": 0.09671608224460615, "mask_rcnn/false_positive": 0.14072124058777874, "roi_head/num_bg_samples": 427.5, "roi_head/num_fg_samples": 84.5, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5721780469975783, "total_loss": 1.2860415602335706} {"data_time": 0.012187889500637539, "eta_seconds": 112982.46307877143, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.3096159462616822, "fast_rcnn/fg_cls_accuracy": 0.6665070564516129, "iteration": 69539, "loss_box_reg": 0.24184938613325357, "loss_cls": 0.22425623680464923, "loss_mask": 0.27811054652556777, "loss_rpn_cls": 0.041095907683484256, "loss_rpn_loc": 0.08085068396758288, "loss_sem_seg": 0.35712696705013514, "lr": 0.02, "mask_rcnn/accuracy": 0.87891636493307, "mask_rcnn/false_negative": 0.11648536710482343, "mask_rcnn/false_positive": 0.1366373596896477, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.554904719498154, "total_loss": 1.1997774050105363} {"data_time": 0.013573527998232748, "eta_seconds": 112981.21507060862, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.3544509421702404, "fast_rcnn/fg_cls_accuracy": 0.6175847457627119, "iteration": 69559, "loss_box_reg": 0.23494816105812788, "loss_cls": 0.2164438960608095, "loss_mask": 0.2613509902730584, "loss_rpn_cls": 0.04294851270969957, "loss_rpn_loc": 0.07682414853479713, "loss_sem_seg": 0.3339188299141824, "lr": 0.02, "mask_rcnn/accuracy": 0.8943919613299866, "mask_rcnn/false_negative": 0.0847233360980925, "mask_rcnn/false_positive": 0.12129553641522398, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5632805914974597, "total_loss": 1.1762635871127713} {"data_time": 0.013286505996802589, "eta_seconds": 112959.91855129151, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.38319050758075146, "fast_rcnn/fg_cls_accuracy": 0.6091589861751152, "iteration": 69579, "loss_box_reg": 0.2265531881712377, "loss_cls": 0.21950850379653275, "loss_mask": 0.270119225140661, "loss_rpn_cls": 0.03848235233454034, "loss_rpn_loc": 0.07298609607096296, "loss_sem_seg": 0.34181504300795496, "lr": 0.02, "mask_rcnn/accuracy": 0.8708683529215258, "mask_rcnn/false_negative": 0.10187595885071712, "mask_rcnn/false_positive": 0.14716488870242553, "roi_head/num_bg_samples": 460.5, "roi_head/num_fg_samples": 51.5, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.5568152885025484, "total_loss": 1.1740031295921654} {"data_time": 0.013104353500239085, "eta_seconds": 112926.61360093577, "fast_rcnn/cls_accuracy": 0.9619140625, "fast_rcnn/false_negative": 0.2231800766283525, "fast_rcnn/fg_cls_accuracy": 0.7283772302463891, "iteration": 69599, "loss_box_reg": 0.2136281356215477, "loss_cls": 0.2038677427917719, "loss_mask": 0.2654930902644992, "loss_rpn_cls": 0.042157712508924305, "loss_rpn_loc": 0.07090590975712985, "loss_sem_seg": 0.3357288585975766, "lr": 0.02, "mask_rcnn/accuracy": 0.9110150680701032, "mask_rcnn/false_negative": 0.0869676409585991, "mask_rcnn/false_positive": 0.09857743625982102, "roi_head/num_bg_samples": 467.75, "roi_head/num_fg_samples": 44.25, "rpn/num_neg_anchors": 239.0, "rpn/num_pos_anchors": 17.0, "time": 0.5572549290009192, "total_loss": 1.1186468680680264} {"data_time": 0.013408990002062637, "eta_seconds": 112900.7746351443, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.3430677205725272, "fast_rcnn/fg_cls_accuracy": 0.5973413379073756, "iteration": 69619, "loss_box_reg": 0.24418025789782405, "loss_cls": 0.22507826564833522, "loss_mask": 0.2683874564245343, "loss_rpn_cls": 0.04441204253816977, "loss_rpn_loc": 0.0728768952540122, "loss_sem_seg": 0.35856372956186533, "lr": 0.02, "mask_rcnn/accuracy": 0.8819293024039252, "mask_rcnn/false_negative": 0.09054749909944759, "mask_rcnn/false_positive": 0.14303659430759147, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5632797860016581, "total_loss": 1.2396996035822667} {"data_time": 0.011943354995310074, "eta_seconds": 112913.33585943015, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.3621460506706409, "fast_rcnn/fg_cls_accuracy": 0.6378539493293591, "iteration": 69639, "loss_box_reg": 0.23242088570259511, "loss_cls": 0.21837882790714502, "loss_mask": 0.26038751378655434, "loss_rpn_cls": 0.0448448537135846, "loss_rpn_loc": 0.07758191443281248, "loss_sem_seg": 0.32988194515928626, "lr": 0.02, "mask_rcnn/accuracy": 0.8728112963892383, "mask_rcnn/false_negative": 0.10680336234873028, "mask_rcnn/false_positive": 0.14109507675019933, "roi_head/num_bg_samples": 460.25, "roi_head/num_fg_samples": 51.75, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5652651480013446, "total_loss": 1.1465191512106685} {"data_time": 0.012040115499985404, "eta_seconds": 112914.82949633169, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.39052287581699346, "fast_rcnn/fg_cls_accuracy": 0.5416445623342174, "iteration": 69659, "loss_box_reg": 0.2347191283479333, "loss_cls": 0.2208709977567196, "loss_mask": 0.26849515922367573, "loss_rpn_cls": 0.04798900443711318, "loss_rpn_loc": 0.07813698798418045, "loss_sem_seg": 0.3446643981151283, "lr": 0.02, "mask_rcnn/accuracy": 0.8750556696864937, "mask_rcnn/false_negative": 0.11389557174466869, "mask_rcnn/false_positive": 0.13628887497128445, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5581319755001459, "total_loss": 1.2025489608204225} {"data_time": 0.012471660498704296, "eta_seconds": 112890.79388053018, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.4047014260249554, "fast_rcnn/fg_cls_accuracy": 0.5952985739750445, "iteration": 69679, "loss_box_reg": 0.22390937129966915, "loss_cls": 0.21452770521864295, "loss_mask": 0.25880616810172796, "loss_rpn_cls": 0.04836616641841829, "loss_rpn_loc": 0.079540011996869, "loss_sem_seg": 0.3911283826455474, "lr": 0.02, "mask_rcnn/accuracy": 0.8761228699277608, "mask_rcnn/false_negative": 0.09231761835646021, "mask_rcnn/false_positive": 0.1488472935888307, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5458829919989512, "total_loss": 1.2544583893031813} {"data_time": 0.012326004001806723, "eta_seconds": 112855.70019210424, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.4579508806747705, "fast_rcnn/fg_cls_accuracy": 0.5312577524187547, "iteration": 69699, "loss_box_reg": 0.2603823565877974, "loss_cls": 0.2305873380973935, "loss_mask": 0.2640624553896487, "loss_rpn_cls": 0.0517538171261549, "loss_rpn_loc": 0.09226236719405279, "loss_sem_seg": 0.3463387191295624, "lr": 0.02, "mask_rcnn/accuracy": 0.8903877651290931, "mask_rcnn/false_negative": 0.11079685869190468, "mask_rcnn/false_positive": 0.12290424140362993, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.5607826089981245, "total_loss": 1.267459032824263} {"data_time": 0.012356594503216911, "eta_seconds": 112796.35062159366, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.3286788399570354, "fast_rcnn/fg_cls_accuracy": 0.5989726792228095, "iteration": 69719, "loss_box_reg": 0.23715175315737724, "loss_cls": 0.2308122345712036, "loss_mask": 0.26051127538084984, "loss_rpn_cls": 0.05554664217925165, "loss_rpn_loc": 0.08015928260283545, "loss_sem_seg": 0.33052529231645167, "lr": 0.02, "mask_rcnn/accuracy": 0.8869527945841165, "mask_rcnn/false_negative": 0.09062558919875732, "mask_rcnn/false_positive": 0.14065508965905948, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.5538245789975917, "total_loss": 1.2090261363773607} {"data_time": 0.01266436049627373, "eta_seconds": 112833.1629705842, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.384621578099839, "fast_rcnn/fg_cls_accuracy": 0.5672240802675586, "iteration": 69739, "loss_box_reg": 0.24079947627615184, "loss_cls": 0.21814864268526435, "loss_mask": 0.256303068716079, "loss_rpn_cls": 0.057469871710054576, "loss_rpn_loc": 0.0684044926892966, "loss_sem_seg": 0.33530311565846205, "lr": 0.02, "mask_rcnn/accuracy": 0.9092238409934525, "mask_rcnn/false_negative": 0.07227085195806346, "mask_rcnn/false_positive": 0.1255532042742545, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5678222534952511, "total_loss": 1.1674232546356507} {"data_time": 0.011998683999991044, "eta_seconds": 112836.4530818957, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.2677705511083744, "fast_rcnn/fg_cls_accuracy": 0.6831419823957137, "iteration": 69759, "loss_box_reg": 0.22094827145338058, "loss_cls": 0.22948348661884665, "loss_mask": 0.2626776797696948, "loss_rpn_cls": 0.04793899497599341, "loss_rpn_loc": 0.08759200642816722, "loss_sem_seg": 0.39481658302247524, "lr": 0.02, "mask_rcnn/accuracy": 0.8853366362362725, "mask_rcnn/false_negative": 0.09349352997483124, "mask_rcnn/false_positive": 0.1287444058228563, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5597712034978031, "total_loss": 1.2139318045519758} {"data_time": 0.013363506495807087, "eta_seconds": 112834.43893328025, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.33838383838383834, "fast_rcnn/fg_cls_accuracy": 0.6425685425685426, "iteration": 69779, "loss_box_reg": 0.2286772900260985, "loss_cls": 0.20107624941738322, "loss_mask": 0.25637641409412026, "loss_rpn_cls": 0.04596658513764851, "loss_rpn_loc": 0.07477621388534317, "loss_sem_seg": 0.3485540747642517, "lr": 0.02, "mask_rcnn/accuracy": 0.8836086117139164, "mask_rcnn/false_negative": 0.1028880658862385, "mask_rcnn/false_positive": 0.13191286864955548, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5748146474979876, "total_loss": 1.1740442535374314} {"data_time": 0.012613264996616635, "eta_seconds": 112908.26057602558, "fast_rcnn/cls_accuracy": 0.91357421875, "fast_rcnn/false_negative": 0.3572916666666667, "fast_rcnn/fg_cls_accuracy": 0.5903873381877023, "iteration": 69799, "loss_box_reg": 0.25954238418489695, "loss_cls": 0.24698172486387193, "loss_mask": 0.2637790604494512, "loss_rpn_cls": 0.056193035386968404, "loss_rpn_loc": 0.09228648379212245, "loss_sem_seg": 0.34983515553176403, "lr": 0.02, "mask_rcnn/accuracy": 0.8826366295310395, "mask_rcnn/false_negative": 0.10089647384132802, "mask_rcnn/false_positive": 0.13243253529467514, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5804492600000231, "total_loss": 1.2794211626751348} {"data_time": 0.013964408506581094, "eta_seconds": 112882.10623674834, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.39233954451345754, "fast_rcnn/fg_cls_accuracy": 0.5945590062111801, "iteration": 69819, "loss_box_reg": 0.2389091532677412, "loss_cls": 0.2269786554388702, "loss_mask": 0.27191601134836674, "loss_rpn_cls": 0.04946739529259503, "loss_rpn_loc": 0.07388916041236371, "loss_sem_seg": 0.37415072740986943, "lr": 0.02, "mask_rcnn/accuracy": 0.8806955783497985, "mask_rcnn/false_negative": 0.10137089032332922, "mask_rcnn/false_positive": 0.11940791304104217, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5646548740005528, "total_loss": 1.275906860926625} {"data_time": 0.012526590500783641, "eta_seconds": 112912.45441440436, "fast_rcnn/cls_accuracy": 0.89697265625, "fast_rcnn/false_negative": 0.4395585738539898, "fast_rcnn/fg_cls_accuracy": 0.4862023070097604, "iteration": 69839, "loss_box_reg": 0.2330423053354025, "loss_cls": 0.22441096743568778, "loss_mask": 0.2693790700286627, "loss_rpn_cls": 0.051517015614081174, "loss_rpn_loc": 0.06933961960021406, "loss_sem_seg": 0.3519225544296205, "lr": 0.02, "mask_rcnn/accuracy": 0.8775030088618323, "mask_rcnn/false_negative": 0.11174782837602781, "mask_rcnn/false_positive": 0.15414655825073675, "roi_head/num_bg_samples": 433.0, "roi_head/num_fg_samples": 79.0, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.5663378249992093, "total_loss": 1.2108552033314481} {"data_time": 0.013890770002035424, "eta_seconds": 112901.17225110438, "fast_rcnn/cls_accuracy": 0.89794921875, "fast_rcnn/false_negative": 0.4655971479500891, "fast_rcnn/fg_cls_accuracy": 0.5054449103191242, "iteration": 69859, "loss_box_reg": 0.23734112409874797, "loss_cls": 0.2395118298009038, "loss_mask": 0.2789338994771242, "loss_rpn_cls": 0.057586521084886044, "loss_rpn_loc": 0.09176746045704931, "loss_sem_seg": 0.3137441440485418, "lr": 0.02, "mask_rcnn/accuracy": 0.874329539508111, "mask_rcnn/false_negative": 0.09889626489786044, "mask_rcnn/false_positive": 0.14895876194480534, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.5857811400019273, "total_loss": 1.2493138809804805} {"data_time": 0.012435497497790493, "eta_seconds": 112863.14261534566, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.3702406335668596, "fast_rcnn/fg_cls_accuracy": 0.607717803030303, "iteration": 69879, "loss_box_reg": 0.2280692271888256, "loss_cls": 0.23794598993845284, "loss_mask": 0.26908189710229635, "loss_rpn_cls": 0.04810029026702978, "loss_rpn_loc": 0.08017893505166285, "loss_sem_seg": 0.37369943549856544, "lr": 0.02, "mask_rcnn/accuracy": 0.894736485699158, "mask_rcnn/false_negative": 0.10363707201033594, "mask_rcnn/false_positive": 0.10149375172630987, "roi_head/num_bg_samples": 457.25, "roi_head/num_fg_samples": 54.75, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5622169785019651, "total_loss": 1.221344948724436} {"data_time": 0.013374995498452336, "eta_seconds": 112789.56958328813, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.39060562708631374, "fast_rcnn/fg_cls_accuracy": 0.5517786561264821, "iteration": 69899, "loss_box_reg": 0.24540645256638527, "loss_cls": 0.22767880465835333, "loss_mask": 0.26635063346475363, "loss_rpn_cls": 0.054275341506581753, "loss_rpn_loc": 0.07972771779168397, "loss_sem_seg": 0.32638274459168315, "lr": 0.02, "mask_rcnn/accuracy": 0.8820989289077212, "mask_rcnn/false_negative": 0.10129334359233397, "mask_rcnn/false_positive": 0.14124223940417252, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5637514954978542, "total_loss": 1.2466175453009782} {"data_time": 0.013555955498304684, "eta_seconds": 112791.94394403533, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.3782165039929015, "fast_rcnn/fg_cls_accuracy": 0.6018958307960866, "iteration": 69919, "loss_box_reg": 0.24103977996855974, "loss_cls": 0.22008415684103966, "loss_mask": 0.27760209422558546, "loss_rpn_cls": 0.04321453318698332, "loss_rpn_loc": 0.0715299702133052, "loss_sem_seg": 0.33491876581683755, "lr": 0.02, "mask_rcnn/accuracy": 0.8862918519554566, "mask_rcnn/false_negative": 0.08360141523654896, "mask_rcnn/false_positive": 0.11646560893982112, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5642281005020777, "total_loss": 1.2149833358707838} {"data_time": 0.01228355450075469, "eta_seconds": 112737.44733756548, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.3556561384961015, "fast_rcnn/fg_cls_accuracy": 0.6247044917257684, "iteration": 69939, "loss_box_reg": 0.23081184062175453, "loss_cls": 0.21840672008693218, "loss_mask": 0.26582627557218075, "loss_rpn_cls": 0.047872023889794946, "loss_rpn_loc": 0.07501526729902253, "loss_sem_seg": 0.3861739858984947, "lr": 0.02, "mask_rcnn/accuracy": 0.8889790241423309, "mask_rcnn/false_negative": 0.09914682989906334, "mask_rcnn/false_positive": 0.13507322015700904, "roi_head/num_bg_samples": 462.0, "roi_head/num_fg_samples": 50.0, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5581621394958347, "total_loss": 1.2108694658236345} {"data_time": 0.012475935996917542, "eta_seconds": 112818.02465466573, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3971365368071771, "fast_rcnn/fg_cls_accuracy": 0.5433060807358201, "iteration": 69959, "loss_box_reg": 0.2274408503435552, "loss_cls": 0.21883954014629126, "loss_mask": 0.26548373652622104, "loss_rpn_cls": 0.04862185459205648, "loss_rpn_loc": 0.07869191715144552, "loss_sem_seg": 0.3751184521242976, "lr": 0.02, "mask_rcnn/accuracy": 0.892809782196291, "mask_rcnn/false_negative": 0.1080108219226747, "mask_rcnn/false_positive": 0.11113513765859631, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5753567314968677, "total_loss": 1.1940575845801504} {"data_time": 0.012838103499234421, "eta_seconds": 112882.03296907825, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.3788210936548533, "fast_rcnn/fg_cls_accuracy": 0.604839037064101, "iteration": 69979, "loss_box_reg": 0.2384543465450406, "loss_cls": 0.2327552423812449, "loss_mask": 0.26744189858436584, "loss_rpn_cls": 0.047723792027682066, "loss_rpn_loc": 0.07956682820804417, "loss_sem_seg": 0.38018131349235773, "lr": 0.02, "mask_rcnn/accuracy": 0.8784598214285714, "mask_rcnn/false_negative": 0.10138089995716747, "mask_rcnn/false_positive": 0.13389682412197157, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5696142859997053, "total_loss": 1.2483796775341034} {"data_time": 0.012616386004083324, "eta_seconds": 112870.74595091825, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.31348788198103267, "fast_rcnn/fg_cls_accuracy": 0.657068607068607, "iteration": 69999, "loss_box_reg": 0.2313780002295971, "loss_cls": 0.23932496830821037, "loss_mask": 0.27575434278696775, "loss_rpn_cls": 0.05575220298487693, "loss_rpn_loc": 0.08431624236982316, "loss_sem_seg": 0.386271639727056, "lr": 0.02, "mask_rcnn/accuracy": 0.8871368543149227, "mask_rcnn/false_negative": 0.09702961122413968, "mask_rcnn/false_positive": 0.14165221192609545, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5648210289982671, "total_loss": 1.262798786687199} {"data_time": 0.012668791496253107, "eta_seconds": 112859.45893275825, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.36527409372236963, "fast_rcnn/fg_cls_accuracy": 0.5980631731378405, "iteration": 70019, "loss_box_reg": 0.24796237889677286, "loss_cls": 0.23512812238186598, "loss_mask": 0.27343228086829185, "loss_rpn_cls": 0.04890176566550508, "loss_rpn_loc": 0.08671397413127124, "loss_sem_seg": 0.3551939111202955, "lr": 0.02, "mask_rcnn/accuracy": 0.898970852935255, "mask_rcnn/false_negative": 0.09049106525186429, "mask_rcnn/false_positive": 0.12586048527061983, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5719195445017249, "total_loss": 1.306331685744226} {"data_time": 0.011197130999789806, "eta_seconds": 112898.96210944971, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.327955859169732, "fast_rcnn/fg_cls_accuracy": 0.6217485549132948, "iteration": 70039, "loss_box_reg": 0.2520108912140131, "loss_cls": 0.24209714261814952, "loss_mask": 0.28339932672679424, "loss_rpn_cls": 0.04719125770498067, "loss_rpn_loc": 0.08043178357183933, "loss_sem_seg": 0.37839169753715396, "lr": 0.02, "mask_rcnn/accuracy": 0.9049395147062975, "mask_rcnn/false_negative": 0.08209375534518222, "mask_rcnn/false_positive": 0.12172414415890198, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.571784314004617, "total_loss": 1.3084664972266182} {"data_time": 0.013474796000082279, "eta_seconds": 112887.67001127962, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.3303030303030303, "fast_rcnn/fg_cls_accuracy": 0.6570723684210527, "iteration": 70059, "loss_box_reg": 0.2092788345180452, "loss_cls": 0.20593847846612334, "loss_mask": 0.27093509631231427, "loss_rpn_cls": 0.052664970338810235, "loss_rpn_loc": 0.07530773640610278, "loss_sem_seg": 0.3434162246994674, "lr": 0.02, "mask_rcnn/accuracy": 0.8783517333079243, "mask_rcnn/false_negative": 0.09472025344603605, "mask_rcnn/false_positive": 0.15580033612116517, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5593078215024434, "total_loss": 1.2183555446681567} {"data_time": 0.0121110005020455, "eta_seconds": 112914.42457789897, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.34492753623188405, "fast_rcnn/fg_cls_accuracy": 0.6550724637681159, "iteration": 70079, "loss_box_reg": 0.23950295872054994, "loss_cls": 0.21856228029355407, "loss_mask": 0.2644120170734823, "loss_rpn_cls": 0.04706583893857896, "loss_rpn_loc": 0.08744410454528406, "loss_sem_seg": 0.34221991105005145, "lr": 0.02, "mask_rcnn/accuracy": 0.8836537018653615, "mask_rcnn/false_negative": 0.10316639229522395, "mask_rcnn/false_positive": 0.11788618606801264, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5701325305053615, "total_loss": 1.2287882014061324} {"data_time": 0.01316752999991877, "eta_seconds": 112903.12867355897, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.30719339622641506, "fast_rcnn/fg_cls_accuracy": 0.6561211135786802, "iteration": 70099, "loss_box_reg": 0.2409502947703004, "loss_cls": 0.21646953257732093, "loss_mask": 0.26552107464522123, "loss_rpn_cls": 0.04504915879806504, "loss_rpn_loc": 0.0758876595646143, "loss_sem_seg": 0.35607868153601885, "lr": 0.02, "mask_rcnn/accuracy": 0.8696526154358064, "mask_rcnn/false_negative": 0.11286338456136175, "mask_rcnn/false_positive": 0.13814744071407792, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5689773404992593, "total_loss": 1.2290930324961664} {"data_time": 0.013556904999859398, "eta_seconds": 112837.71988613256, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.34452832623564333, "fast_rcnn/fg_cls_accuracy": 0.6215958837910057, "iteration": 70119, "loss_box_reg": 0.27536510583013296, "loss_cls": 0.2595934751443565, "loss_mask": 0.2747238026931882, "loss_rpn_cls": 0.05007804464548826, "loss_rpn_loc": 0.08834126271540299, "loss_sem_seg": 0.3738466943614185, "lr": 0.02, "mask_rcnn/accuracy": 0.883099757760247, "mask_rcnn/false_negative": 0.10936019809936996, "mask_rcnn/false_positive": 0.12785215859106275, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5619925235005212, "total_loss": 1.2902380170999095} {"data_time": 0.012396636502671754, "eta_seconds": 112855.40244555003, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.34236980883322343, "fast_rcnn/fg_cls_accuracy": 0.6188315371525808, "iteration": 70139, "loss_box_reg": 0.22215133672580123, "loss_cls": 0.21791281970217824, "loss_mask": 0.2623274065554142, "loss_rpn_cls": 0.047746418335009366, "loss_rpn_loc": 0.08302940340945497, "loss_sem_seg": 0.3574520042166114, "lr": 0.02, "mask_rcnn/accuracy": 0.884559717108046, "mask_rcnn/false_negative": 0.10835785018243488, "mask_rcnn/false_positive": 0.12364943419849905, "roi_head/num_bg_samples": 456.5, "roi_head/num_fg_samples": 55.5, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.563745433002623, "total_loss": 1.2154149413690902} {"data_time": 0.013223711495811585, "eta_seconds": 112844.10905640002, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3649321266968326, "fast_rcnn/fg_cls_accuracy": 0.6147058823529412, "iteration": 70159, "loss_box_reg": 0.24687186116352677, "loss_cls": 0.21076073171570897, "loss_mask": 0.26345205772668123, "loss_rpn_cls": 0.045643015240784734, "loss_rpn_loc": 0.07328060059808195, "loss_sem_seg": 0.3681549243628979, "lr": 0.02, "mask_rcnn/accuracy": 0.8945096176849945, "mask_rcnn/false_negative": 0.09238783756533209, "mask_rcnn/false_positive": 0.11576088099214381, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5602181254980678, "total_loss": 1.2367470604076516} {"data_time": 0.01339437599744997, "eta_seconds": 112842.23203170011, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.3526315789473684, "fast_rcnn/fg_cls_accuracy": 0.6027526395173454, "iteration": 70179, "loss_box_reg": 0.22748113004490733, "loss_cls": 0.2210996833164245, "loss_mask": 0.25614895205944777, "loss_rpn_cls": 0.04733927905908786, "loss_rpn_loc": 0.07499088125769049, "loss_sem_seg": 0.3586756633594632, "lr": 0.02, "mask_rcnn/accuracy": 0.8931217391165008, "mask_rcnn/false_negative": 0.0906842708136523, "mask_rcnn/false_positive": 0.1316627728337188, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5627742854994722, "total_loss": 1.1803506090218434} {"data_time": 0.012599173500348115, "eta_seconds": 112757.87576931824, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.3503575076608785, "fast_rcnn/fg_cls_accuracy": 0.5981534090909091, "iteration": 70199, "loss_box_reg": 0.23015681933611631, "loss_cls": 0.2034857829567045, "loss_mask": 0.2738292431458831, "loss_rpn_cls": 0.0446616027620621, "loss_rpn_loc": 0.06882688007317483, "loss_sem_seg": 0.3034322769381106, "lr": 0.02, "mask_rcnn/accuracy": 0.8890387615332951, "mask_rcnn/false_negative": 0.09806526187061164, "mask_rcnn/false_positive": 0.13675787590166805, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5585730519997014, "total_loss": 1.1626029724138789} {"data_time": 0.013584076001279755, "eta_seconds": 112731.09503519753, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.3942174033917153, "fast_rcnn/fg_cls_accuracy": 0.5530824759376037, "iteration": 70219, "loss_box_reg": 0.2385348379611969, "loss_cls": 0.2279444714076817, "loss_mask": 0.2602561516687274, "loss_rpn_cls": 0.043442795518785715, "loss_rpn_loc": 0.07585507055046037, "loss_sem_seg": 0.36454625613987446, "lr": 0.02, "mask_rcnn/accuracy": 0.9016378990092928, "mask_rcnn/false_negative": 0.08621509716201786, "mask_rcnn/false_positive": 0.10728020958176927, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5624672339981771, "total_loss": 1.2033014399930835} {"data_time": 0.013286511497426545, "eta_seconds": 112672.89319982329, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3631463239335391, "fast_rcnn/fg_cls_accuracy": 0.56145966709347, "iteration": 70239, "loss_box_reg": 0.23504405072890222, "loss_cls": 0.22818037401884794, "loss_mask": 0.25652072206139565, "loss_rpn_cls": 0.04720453213667497, "loss_rpn_loc": 0.0819134988123551, "loss_sem_seg": 0.3413786363089457, "lr": 0.02, "mask_rcnn/accuracy": 0.9117868586071987, "mask_rcnn/false_negative": 0.0730686771169361, "mask_rcnn/false_positive": 0.10491987618250886, "roi_head/num_bg_samples": 431.75, "roi_head/num_fg_samples": 80.25, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5637787025007128, "total_loss": 1.2058467074093642} {"data_time": 0.012860384005762171, "eta_seconds": 112688.6367879326, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.3929869186046512, "fast_rcnn/fg_cls_accuracy": 0.5972152217741935, "iteration": 70259, "loss_box_reg": 0.23943332862108946, "loss_cls": 0.23990949522703886, "loss_mask": 0.26487502083182335, "loss_rpn_cls": 0.05125148405204527, "loss_rpn_loc": 0.08071750481030904, "loss_sem_seg": 0.38644834607839584, "lr": 0.02, "mask_rcnn/accuracy": 0.8738521287565553, "mask_rcnn/false_negative": 0.11407166800686952, "mask_rcnn/false_positive": 0.1376977836580828, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.563195476996043, "total_loss": 1.2733864192850888} {"data_time": 0.01215690949902637, "eta_seconds": 112650.3316601434, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.3973776223776224, "fast_rcnn/fg_cls_accuracy": 0.5899297856614929, "iteration": 70279, "loss_box_reg": 0.23957983125001192, "loss_cls": 0.23709420301020145, "loss_mask": 0.26919811498373747, "loss_rpn_cls": 0.0474366967973765, "loss_rpn_loc": 0.08887591230450198, "loss_sem_seg": 0.3185521431732923, "lr": 0.02, "mask_rcnn/accuracy": 0.8841756193456765, "mask_rcnn/false_negative": 0.09239571443857897, "mask_rcnn/false_positive": 0.16105717486429838, "roi_head/num_bg_samples": 428.25, "roi_head/num_fg_samples": 83.75, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.565833417000249, "total_loss": 1.215423013723921} {"data_time": 0.011963911998464027, "eta_seconds": 112574.19769070913, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.4103407495010718, "fast_rcnn/fg_cls_accuracy": 0.5395658015699031, "iteration": 70299, "loss_box_reg": 0.22992690559476614, "loss_cls": 0.219720387365669, "loss_mask": 0.2613072223030031, "loss_rpn_cls": 0.03995871025836095, "loss_rpn_loc": 0.06030395382549614, "loss_sem_seg": 0.36935931630432606, "lr": 0.02, "mask_rcnn/accuracy": 0.9050295829965649, "mask_rcnn/false_negative": 0.08310813442432813, "mask_rcnn/false_positive": 0.11409798170491389, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5632786650021444, "total_loss": 1.2033964328293223} {"data_time": 0.01317563200063887, "eta_seconds": 112652.907761998, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.40692691288764216, "fast_rcnn/fg_cls_accuracy": 0.51, "iteration": 70319, "loss_box_reg": 0.23134259087964892, "loss_cls": 0.22463878360576928, "loss_mask": 0.2668134425766766, "loss_rpn_cls": 0.05177530719083734, "loss_rpn_loc": 0.09063394524855539, "loss_sem_seg": 0.3517043855972588, "lr": 0.02, "mask_rcnn/accuracy": 0.8907780400333125, "mask_rcnn/false_negative": 0.08767504635654147, "mask_rcnn/false_positive": 0.14097934751917374, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.5729025260006892, "total_loss": 1.2541520081285853} {"data_time": 0.012821245501982048, "eta_seconds": 112663.38223265763, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.391458153580673, "fast_rcnn/fg_cls_accuracy": 0.5319416498993963, "iteration": 70339, "loss_box_reg": 0.23905230639502406, "loss_cls": 0.21372636454179883, "loss_mask": 0.2548960102722049, "loss_rpn_cls": 0.04213706380687654, "loss_rpn_loc": 0.08035101983114146, "loss_sem_seg": 0.38538410840556026, "lr": 0.02, "mask_rcnn/accuracy": 0.9092981769427347, "mask_rcnn/false_negative": 0.08584682754297529, "mask_rcnn/false_positive": 0.10561031182036151, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5584772180009168, "total_loss": 1.237121438520262} {"data_time": 0.012062732497724937, "eta_seconds": 112692.33550716273, "fast_rcnn/cls_accuracy": 0.908203125, "fast_rcnn/false_negative": 0.4658312577833126, "fast_rcnn/fg_cls_accuracy": 0.49542929292929294, "iteration": 70359, "loss_box_reg": 0.2382630226202309, "loss_cls": 0.23299745516851544, "loss_mask": 0.26744003035128117, "loss_rpn_cls": 0.049885955289937556, "loss_rpn_loc": 0.0811616413993761, "loss_sem_seg": 0.32976340875029564, "lr": 0.02, "mask_rcnn/accuracy": 0.8843412098504175, "mask_rcnn/false_negative": 0.11038721820591824, "mask_rcnn/false_positive": 0.12843497546461935, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.567644131504494, "total_loss": 1.2515727317077108} {"data_time": 0.013750083002378233, "eta_seconds": 112681.04600896274, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.37817889966007806, "fast_rcnn/fg_cls_accuracy": 0.5640906822556498, "iteration": 70379, "loss_box_reg": 0.23204814735800028, "loss_cls": 0.21763113769702613, "loss_mask": 0.2564061237499118, "loss_rpn_cls": 0.04643365755327977, "loss_rpn_loc": 0.057895978912711143, "loss_sem_seg": 0.3701595701277256, "lr": 0.02, "mask_rcnn/accuracy": 0.8799476208961845, "mask_rcnn/false_negative": 0.09897258030400982, "mask_rcnn/false_positive": 0.1310172446896521, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5662699439963035, "total_loss": 1.1467544949482544} {"data_time": 0.012909782999486197, "eta_seconds": 112685.8078246392, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.36937356651376146, "fast_rcnn/fg_cls_accuracy": 0.5674877466381802, "iteration": 70399, "loss_box_reg": 0.24278116039931774, "loss_cls": 0.22030791966244578, "loss_mask": 0.2673644255846739, "loss_rpn_cls": 0.04323755454970524, "loss_rpn_loc": 0.07215452042873949, "loss_sem_seg": 0.36330318078398705, "lr": 0.02, "mask_rcnn/accuracy": 0.8879332564274593, "mask_rcnn/false_negative": 0.10039786927289657, "mask_rcnn/false_positive": 0.11303606922841763, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5658003085009113, "total_loss": 1.1763803042922518} {"data_time": 0.012684908499068115, "eta_seconds": 112675.84682508497, "fast_rcnn/cls_accuracy": 0.90966796875, "fast_rcnn/false_negative": 0.36566206660583944, "fast_rcnn/fg_cls_accuracy": 0.6047446201711175, "iteration": 70419, "loss_box_reg": 0.2575588321778923, "loss_cls": 0.22580801974982023, "loss_mask": 0.2722367439419031, "loss_rpn_cls": 0.05056120175868273, "loss_rpn_loc": 0.09364047658164054, "loss_sem_seg": 0.3333076564595103, "lr": 0.02, "mask_rcnn/accuracy": 0.8828384554348987, "mask_rcnn/false_negative": 0.10282165585236207, "mask_rcnn/false_positive": 0.1491521213054877, "roi_head/num_bg_samples": 433.0, "roi_head/num_fg_samples": 79.0, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5656381494991365, "total_loss": 1.2428808873519301} {"data_time": 0.013099550997139886, "eta_seconds": 112669.71413771978, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.3388888888888889, "fast_rcnn/fg_cls_accuracy": 0.6274774774774774, "iteration": 70439, "loss_box_reg": 0.22541637904942036, "loss_cls": 0.22820267034694552, "loss_mask": 0.2587811406701803, "loss_rpn_cls": 0.04747006334946491, "loss_rpn_loc": 0.07120438280981034, "loss_sem_seg": 0.32592163933441043, "lr": 0.02, "mask_rcnn/accuracy": 0.8834439435355789, "mask_rcnn/false_negative": 0.10967346057812283, "mask_rcnn/false_positive": 0.12740046244669126, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5553547679992334, "total_loss": 1.1642941262107342} {"data_time": 0.012669762498262571, "eta_seconds": 112611.14453323823, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.34507381258023107, "fast_rcnn/fg_cls_accuracy": 0.5631072874493928, "iteration": 70459, "loss_box_reg": 0.23958117188885808, "loss_cls": 0.22800713346805423, "loss_mask": 0.26391209475696087, "loss_rpn_cls": 0.055922978499438614, "loss_rpn_loc": 0.08375118774711154, "loss_sem_seg": 0.3451477945782244, "lr": 0.02, "mask_rcnn/accuracy": 0.8982604109010184, "mask_rcnn/false_negative": 0.08667869809660689, "mask_rcnn/false_positive": 0.13812368915528062, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5596580905003066, "total_loss": 1.2129532733233646} {"data_time": 0.012609167501068441, "eta_seconds": 112635.48587999446, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.35673234811165844, "fast_rcnn/fg_cls_accuracy": 0.6074712643678161, "iteration": 70479, "loss_box_reg": 0.22821373911574483, "loss_cls": 0.2158359179738909, "loss_mask": 0.26268225256353617, "loss_rpn_cls": 0.03979049558984116, "loss_rpn_loc": 0.06795638904441148, "loss_sem_seg": 0.35304643493145704, "lr": 0.02, "mask_rcnn/accuracy": 0.8808036593947923, "mask_rcnn/false_negative": 0.09431530853897868, "mask_rcnn/false_positive": 0.14816031940381155, "roi_head/num_bg_samples": 459.75, "roi_head/num_fg_samples": 52.25, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5646329584997147, "total_loss": 1.244079892290756} {"data_time": 0.012743375500576803, "eta_seconds": 112635.83886725981, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3721929280397023, "fast_rcnn/fg_cls_accuracy": 0.6045285359801489, "iteration": 70499, "loss_box_reg": 0.2509245234541595, "loss_cls": 0.23384430375881493, "loss_mask": 0.2694578096270561, "loss_rpn_cls": 0.05337937833974138, "loss_rpn_loc": 0.08382665645331144, "loss_sem_seg": 0.3399758283048868, "lr": 0.02, "mask_rcnn/accuracy": 0.8857471237151431, "mask_rcnn/false_negative": 0.09882297053862751, "mask_rcnn/false_positive": 0.1367686672069909, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.5626818840028136, "total_loss": 1.268890831473982} {"data_time": 0.012490920500567881, "eta_seconds": 112602.01952156285, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.4149896800825593, "fast_rcnn/fg_cls_accuracy": 0.5645680147058824, "iteration": 70519, "loss_box_reg": 0.2485728608444333, "loss_cls": 0.24002691870555282, "loss_mask": 0.2738930210471153, "loss_rpn_cls": 0.050154652999481186, "loss_rpn_loc": 0.06723489591968246, "loss_sem_seg": 0.33931406121701, "lr": 0.02, "mask_rcnn/accuracy": 0.8847178166176242, "mask_rcnn/false_negative": 0.09872417480663853, "mask_rcnn/false_positive": 0.14544428567918627, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.5648541605005448, "total_loss": 1.232989609692595} {"data_time": 0.013050137997197453, "eta_seconds": 112620.14932409192, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.38873563218390805, "fast_rcnn/fg_cls_accuracy": 0.5944527736131935, "iteration": 70539, "loss_box_reg": 0.25060241110622883, "loss_cls": 0.2310518305748701, "loss_mask": 0.2714639864861965, "loss_rpn_cls": 0.054181416548090056, "loss_rpn_loc": 0.09117724298266694, "loss_sem_seg": 0.3648839732632041, "lr": 0.02, "mask_rcnn/accuracy": 0.9010897150122186, "mask_rcnn/false_negative": 0.09140158222229014, "mask_rcnn/false_positive": 0.11421950910335792, "roi_head/num_bg_samples": 462.25, "roi_head/num_fg_samples": 49.75, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.5673402499996882, "total_loss": 1.2522126125113573} {"data_time": 0.011980389499512967, "eta_seconds": 112613.70209503376, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.3051229346193375, "fast_rcnn/fg_cls_accuracy": 0.5876134035703834, "iteration": 70559, "loss_box_reg": 0.22835332015529275, "loss_cls": 0.22248936304822564, "loss_mask": 0.26316153071820736, "loss_rpn_cls": 0.04981627344386652, "loss_rpn_loc": 0.0827772996854037, "loss_sem_seg": 0.3626750176772475, "lr": 0.02, "mask_rcnn/accuracy": 0.891302623577521, "mask_rcnn/false_negative": 0.1148106332162054, "mask_rcnn/false_positive": 0.09989565771399331, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5646932339986961, "total_loss": 1.257158704160247} {"data_time": 0.012799174997780938, "eta_seconds": 112602.40916107384, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.417939598880597, "fast_rcnn/fg_cls_accuracy": 0.5519713261648745, "iteration": 70579, "loss_box_reg": 0.22880226001143456, "loss_cls": 0.2112454306334257, "loss_mask": 0.2650348050519824, "loss_rpn_cls": 0.04967373795079766, "loss_rpn_loc": 0.07149462148663588, "loss_sem_seg": 0.3713563485071063, "lr": 0.02, "mask_rcnn/accuracy": 0.8768459827608369, "mask_rcnn/false_negative": 0.09952853560891166, "mask_rcnn/false_positive": 0.14926141143236082, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.5589714719972108, "total_loss": 1.199804230214795} {"data_time": 0.012475575003918493, "eta_seconds": 112579.38008315985, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.35394932935916545, "fast_rcnn/fg_cls_accuracy": 0.558909594948406, "iteration": 70599, "loss_box_reg": 0.21848468342795968, "loss_cls": 0.2122292083222419, "loss_mask": 0.26689695566892624, "loss_rpn_cls": 0.04560903026140295, "loss_rpn_loc": 0.08317105082096532, "loss_sem_seg": 0.35107212979346514, "lr": 0.02, "mask_rcnn/accuracy": 0.8830912500659178, "mask_rcnn/false_negative": 0.09512650035074677, "mask_rcnn/false_positive": 0.11612754140488493, "roi_head/num_bg_samples": 459.25, "roi_head/num_fg_samples": 52.75, "rpn/num_neg_anchors": 239.25, "rpn/num_pos_anchors": 16.75, "time": 0.5560044440026104, "total_loss": 1.1557218696398195} {"data_time": 0.013503799000318395, "eta_seconds": 112562.93442678545, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.3865843988502329, "fast_rcnn/fg_cls_accuracy": 0.5539733259238677, "iteration": 70619, "loss_box_reg": 0.23503551841713488, "loss_cls": 0.2170128154102713, "loss_mask": 0.2482119407504797, "loss_rpn_cls": 0.04485282665700652, "loss_rpn_loc": 0.07933303259778768, "loss_sem_seg": 0.3546878509223461, "lr": 0.02, "mask_rcnn/accuracy": 0.8770037111187654, "mask_rcnn/false_negative": 0.09245470895532445, "mask_rcnn/false_positive": 0.1537000149698084, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.5610120245000871, "total_loss": 1.2066046331237885} {"data_time": 0.012893211001937743, "eta_seconds": 112576.5292217714, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3795025036343078, "fast_rcnn/fg_cls_accuracy": 0.5837277029486713, "iteration": 70639, "loss_box_reg": 0.22876612294930965, "loss_cls": 0.23588231182657182, "loss_mask": 0.2690819762647152, "loss_rpn_cls": 0.0512388207425829, "loss_rpn_loc": 0.07792539178626612, "loss_sem_seg": 0.34952601371333003, "lr": 0.02, "mask_rcnn/accuracy": 0.8974355238592544, "mask_rcnn/false_negative": 0.08802169360020834, "mask_rcnn/false_positive": 0.11542133703605771, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5748827130009886, "total_loss": 1.2206867824934307} {"data_time": 0.012165957999968668, "eta_seconds": 112581.04850899108, "fast_rcnn/cls_accuracy": 0.9013671875, "fast_rcnn/false_negative": 0.3868350834911345, "fast_rcnn/fg_cls_accuracy": 0.5190654789810908, "iteration": 70659, "loss_box_reg": 0.24377751466818154, "loss_cls": 0.22808064427226782, "loss_mask": 0.256531547755003, "loss_rpn_cls": 0.050249621213879436, "loss_rpn_loc": 0.07880633261083858, "loss_sem_seg": 0.3703408516012132, "lr": 0.02, "mask_rcnn/accuracy": 0.8794715377789912, "mask_rcnn/false_negative": 0.0954114089806914, "mask_rcnn/false_positive": 0.12265955088654794, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.5725395825029409, "total_loss": 1.2280976673355326} {"data_time": 0.012734527997963596, "eta_seconds": 112586.08654605993, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.4519354838709677, "fast_rcnn/fg_cls_accuracy": 0.4907510173880873, "iteration": 70679, "loss_box_reg": 0.2287435089237988, "loss_cls": 0.2313908482901752, "loss_mask": 0.27612006291747093, "loss_rpn_cls": 0.05258935911115259, "loss_rpn_loc": 0.07261007267516106, "loss_sem_seg": 0.36693309317342937, "lr": 0.02, "mask_rcnn/accuracy": 0.8926776456550363, "mask_rcnn/false_negative": 0.08873022739523632, "mask_rcnn/false_positive": 0.1413323814000679, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5693796654995822, "total_loss": 1.2789220685517648} {"data_time": 0.011946274004003499, "eta_seconds": 112574.78958421988, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.302390625, "fast_rcnn/fg_cls_accuracy": 0.6461295418641391, "iteration": 70699, "loss_box_reg": 0.2399704703129828, "loss_cls": 0.22583813592791557, "loss_mask": 0.2715100245550275, "loss_rpn_cls": 0.053118785726837814, "loss_rpn_loc": 0.08056062401738018, "loss_sem_seg": 0.36065091099590063, "lr": 0.02, "mask_rcnn/accuracy": 0.8880654310050891, "mask_rcnn/false_negative": 0.10586720424053492, "mask_rcnn/false_positive": 0.11523054491503869, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.5598722294998879, "total_loss": 1.242330101027619} {"data_time": 0.012538082995888544, "eta_seconds": 112595.4587887652, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.3302124311565696, "fast_rcnn/fg_cls_accuracy": 0.6224270353302612, "iteration": 70719, "loss_box_reg": 0.23055864358320832, "loss_cls": 0.22566644044127315, "loss_mask": 0.2718025567010045, "loss_rpn_cls": 0.046507354454661254, "loss_rpn_loc": 0.0713114315585699, "loss_sem_seg": 0.32938948832452297, "lr": 0.02, "mask_rcnn/accuracy": 0.8911235461926705, "mask_rcnn/false_negative": 0.10446854113935641, "mask_rcnn/false_positive": 0.10675853239532718, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.5707650065014604, "total_loss": 1.2245074128150009} {"data_time": 0.012860993494541617, "eta_seconds": 112601.865250034, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.4083333333333333, "fast_rcnn/fg_cls_accuracy": 0.5069444444444444, "iteration": 70739, "loss_box_reg": 0.24280490458477288, "loss_cls": 0.22439680434763432, "loss_mask": 0.2786554666236043, "loss_rpn_cls": 0.05182909217546694, "loss_rpn_loc": 0.08561955782352015, "loss_sem_seg": 0.34166578855365515, "lr": 0.02, "mask_rcnn/accuracy": 0.9040356128246754, "mask_rcnn/false_negative": 0.09050029613429997, "mask_rcnn/false_positive": 0.1293804454225701, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5792429879984411, "total_loss": 1.219444877919159} {"data_time": 0.011941875498450827, "eta_seconds": 112618.90045383778, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.38291873963515755, "fast_rcnn/fg_cls_accuracy": 0.5866830065359476, "iteration": 70759, "loss_box_reg": 0.2664603292942047, "loss_cls": 0.2337933317758143, "loss_mask": 0.269757529720664, "loss_rpn_cls": 0.05329717043787241, "loss_rpn_loc": 0.09644413337809965, "loss_sem_seg": 0.31070972234010696, "lr": 0.02, "mask_rcnn/accuracy": 0.8747301339448775, "mask_rcnn/false_negative": 0.10316426911183717, "mask_rcnn/false_positive": 0.12683530172154947, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5644881539992639, "total_loss": 1.2306974301900482} {"data_time": 0.012871760998677928, "eta_seconds": 112549.28616595197, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.3588539888471606, "fast_rcnn/fg_cls_accuracy": 0.6253086419753087, "iteration": 70779, "loss_box_reg": 0.2561229672282934, "loss_cls": 0.24342493410222232, "loss_mask": 0.25528191216289997, "loss_rpn_cls": 0.048251971835270524, "loss_rpn_loc": 0.07917566550895572, "loss_sem_seg": 0.3432970135472715, "lr": 0.02, "mask_rcnn/accuracy": 0.8923417641556095, "mask_rcnn/false_negative": 0.11423835879034895, "mask_rcnn/false_positive": 0.1089656528638611, "roi_head/num_bg_samples": 465.0, "roi_head/num_fg_samples": 47.0, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5679236024952843, "total_loss": 1.2255361634888686} {"data_time": 0.01281351400029962, "eta_seconds": 112567.95940837405, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.3874091209517515, "fast_rcnn/fg_cls_accuracy": 0.5514662175549832, "iteration": 70799, "loss_box_reg": 0.23359039844945073, "loss_cls": 0.22666798951104283, "loss_mask": 0.2677938211709261, "loss_rpn_cls": 0.04501619981601834, "loss_rpn_loc": 0.08624136727303267, "loss_sem_seg": 0.3261517588980496, "lr": 0.02, "mask_rcnn/accuracy": 0.8599423321960362, "mask_rcnn/false_negative": 0.10408406075734287, "mask_rcnn/false_positive": 0.16312884061748617, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5796421064987953, "total_loss": 1.1961741774211987} {"data_time": 0.012300093498197384, "eta_seconds": 112603.71636253955, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.4465106761994174, "fast_rcnn/fg_cls_accuracy": 0.5185247938551902, "iteration": 70819, "loss_box_reg": 0.2648382349871099, "loss_cls": 0.2553209336474538, "loss_mask": 0.2738522617146373, "loss_rpn_cls": 0.04849761025980115, "loss_rpn_loc": 0.08566982700722292, "loss_sem_seg": 0.31558572594076395, "lr": 0.02, "mask_rcnn/accuracy": 0.8892862567674598, "mask_rcnn/false_negative": 0.0911520207245858, "mask_rcnn/false_positive": 0.12817571608192782, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5694354719998955, "total_loss": 1.2867501788423397} {"data_time": 0.012328129501838703, "eta_seconds": 112656.86436374144, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.3377235509588451, "fast_rcnn/fg_cls_accuracy": 0.6283417184571372, "iteration": 70839, "loss_box_reg": 0.23156732693314552, "loss_cls": 0.22296863934025168, "loss_mask": 0.2638044375926256, "loss_rpn_cls": 0.04847131663700566, "loss_rpn_loc": 0.0735958298901096, "loss_sem_seg": 0.3393706288188696, "lr": 0.02, "mask_rcnn/accuracy": 0.8942734030425357, "mask_rcnn/false_negative": 0.09868740934333894, "mask_rcnn/false_positive": 0.11831809410501415, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5708121835014026, "total_loss": 1.1996318057645112} {"data_time": 0.012580384496686747, "eta_seconds": 112562.37649518778, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.3931818181818182, "fast_rcnn/fg_cls_accuracy": 0.6024691358024692, "iteration": 70859, "loss_box_reg": 0.21839506505057216, "loss_cls": 0.21092792367562652, "loss_mask": 0.2633124412968755, "loss_rpn_cls": 0.03981295785342809, "loss_rpn_loc": 0.07157435736735351, "loss_sem_seg": 0.34148867055773735, "lr": 0.02, "mask_rcnn/accuracy": 0.8934271787059244, "mask_rcnn/false_negative": 0.07675532106886855, "mask_rcnn/false_positive": 0.14299623144563406, "roi_head/num_bg_samples": 462.25, "roi_head/num_fg_samples": 49.75, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.5504017955026939, "total_loss": 1.2112521085655317} {"data_time": 0.01286195950160618, "eta_seconds": 112571.85455902468, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.33855698529411765, "fast_rcnn/fg_cls_accuracy": 0.6304582210242587, "iteration": 70879, "loss_box_reg": 0.23056057235226035, "loss_cls": 0.22410274669528008, "loss_mask": 0.2734265527687967, "loss_rpn_cls": 0.04905585150117986, "loss_rpn_loc": 0.07670205493923277, "loss_sem_seg": 0.36205683974549174, "lr": 0.02, "mask_rcnn/accuracy": 0.8687146724202734, "mask_rcnn/false_negative": 0.0958375585118811, "mask_rcnn/false_positive": 0.17520423225570275, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5656504335020145, "total_loss": 1.2535848304396495} {"data_time": 0.011854239503009012, "eta_seconds": 112579.0584981774, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.29701003928415537, "fast_rcnn/fg_cls_accuracy": 0.6426325804583437, "iteration": 70899, "loss_box_reg": 0.23064775113016367, "loss_cls": 0.22767504793591797, "loss_mask": 0.25499866902828217, "loss_rpn_cls": 0.040090875583700836, "loss_rpn_loc": 0.0686690880684182, "loss_sem_seg": 0.3377444292418659, "lr": 0.02, "mask_rcnn/accuracy": 0.884350454586729, "mask_rcnn/false_negative": 0.09459475592723446, "mask_rcnn/false_positive": 0.13111722226960643, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5656764809973538, "total_loss": 1.152124838437885} {"data_time": 0.012102840501029277, "eta_seconds": 112567.74975954744, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.34087260034904016, "fast_rcnn/fg_cls_accuracy": 0.6289005235602094, "iteration": 70919, "loss_box_reg": 0.24788413615897298, "loss_cls": 0.22852312703616917, "loss_mask": 0.2725981157273054, "loss_rpn_cls": 0.049450063437689096, "loss_rpn_loc": 0.0823501072009094, "loss_sem_seg": 0.342658257111907, "lr": 0.02, "mask_rcnn/accuracy": 0.9016039706037855, "mask_rcnn/false_negative": 0.08322191887097563, "mask_rcnn/false_positive": 0.12425828054226665, "roi_head/num_bg_samples": 460.0, "roi_head/num_fg_samples": 52.0, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5625721490032447, "total_loss": 1.2236996984283905} {"data_time": 0.013169892998121213, "eta_seconds": 112600.29863834151, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.3792654713707345, "fast_rcnn/fg_cls_accuracy": 0.5700965700965701, "iteration": 70939, "loss_box_reg": 0.24373584147542715, "loss_cls": 0.23950674664229155, "loss_mask": 0.26877460442483425, "loss_rpn_cls": 0.05225759031600319, "loss_rpn_loc": 0.0835633673123084, "loss_sem_seg": 0.34934958117082715, "lr": 0.02, "mask_rcnn/accuracy": 0.8815683659827567, "mask_rcnn/false_negative": 0.09509406184655661, "mask_rcnn/false_positive": 0.1383672311327927, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.5699940629965567, "total_loss": 1.2531376283732243} {"data_time": 0.012922005000291392, "eta_seconds": 112574.68081425082, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.32379261363636364, "fast_rcnn/fg_cls_accuracy": 0.6182599825123871, "iteration": 70959, "loss_box_reg": 0.2552658515051007, "loss_cls": 0.23121990566141903, "loss_mask": 0.2782267825677991, "loss_rpn_cls": 0.04769985022721812, "loss_rpn_loc": 0.07938767550513148, "loss_sem_seg": 0.3823617361485958, "lr": 0.02, "mask_rcnn/accuracy": 0.8972096187521619, "mask_rcnn/false_negative": 0.09564206805762643, "mask_rcnn/false_positive": 0.10516901265018279, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.5675702014996205, "total_loss": 1.2830863895796938} {"data_time": 0.012201172998175025, "eta_seconds": 112542.66236468015, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.2931372549019608, "fast_rcnn/fg_cls_accuracy": 0.6235919331395349, "iteration": 70979, "loss_box_reg": 0.27238085540011525, "loss_cls": 0.2316123410128057, "loss_mask": 0.2670512804761529, "loss_rpn_cls": 0.04314559034537524, "loss_rpn_loc": 0.06789213418960571, "loss_sem_seg": 0.35586081247311085, "lr": 0.02, "mask_rcnn/accuracy": 0.8956694668347789, "mask_rcnn/false_negative": 0.08990476287317326, "mask_rcnn/false_positive": 0.11472191888008403, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5771142495032109, "total_loss": 1.2405668250867166} {"data_time": 0.013468503500916995, "eta_seconds": 112513.51160125418, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.37323090654086444, "fast_rcnn/fg_cls_accuracy": 0.6151918047079337, "iteration": 70999, "loss_box_reg": 0.21916741970926523, "loss_cls": 0.2219998245127499, "loss_mask": 0.2598128765821457, "loss_rpn_cls": 0.043330441403668374, "loss_rpn_loc": 0.07184081862214953, "loss_sem_seg": 0.352190890815109, "lr": 0.02, "mask_rcnn/accuracy": 0.9003062054401341, "mask_rcnn/false_negative": 0.08594039779070187, "mask_rcnn/false_positive": 0.12267868043591391, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5623996004978835, "total_loss": 1.1871929742919747} {"data_time": 0.012138413498178124, "eta_seconds": 112491.30995614635, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.37736494187371783, "fast_rcnn/fg_cls_accuracy": 0.5489638358390898, "iteration": 71019, "loss_box_reg": 0.2305827015079558, "loss_cls": 0.2042992461938411, "loss_mask": 0.25661263847723603, "loss_rpn_cls": 0.05128463439177722, "loss_rpn_loc": 0.0901471929391846, "loss_sem_seg": 0.39834343222901225, "lr": 0.02, "mask_rcnn/accuracy": 0.8772635078621613, "mask_rcnn/false_negative": 0.0906936626245587, "mask_rcnn/false_positive": 0.14742730924764724, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.566363519999868, "total_loss": 1.2540300818509422} {"data_time": 0.012731121001706924, "eta_seconds": 112402.39997221161, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.34438396833250867, "fast_rcnn/fg_cls_accuracy": 0.5857843137254902, "iteration": 71039, "loss_box_reg": 0.2305434737354517, "loss_cls": 0.2224095342680812, "loss_mask": 0.26417100243270397, "loss_rpn_cls": 0.0474288368714042, "loss_rpn_loc": 0.0701358950464055, "loss_sem_seg": 0.3609129870310426, "lr": 0.02, "mask_rcnn/accuracy": 0.8889129934760789, "mask_rcnn/false_negative": 0.08830501926781104, "mask_rcnn/false_positive": 0.13409294325972904, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.5555034199969668, "total_loss": 1.1991961371386424} {"data_time": 0.013050716501311399, "eta_seconds": 112377.63501650086, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.43601190476190477, "fast_rcnn/fg_cls_accuracy": 0.4982319263583296, "iteration": 71059, "loss_box_reg": 0.2482934482395649, "loss_cls": 0.22746768407523632, "loss_mask": 0.26413942128419876, "loss_rpn_cls": 0.05213978618849069, "loss_rpn_loc": 0.08282155776396394, "loss_sem_seg": 0.3381600193679333, "lr": 0.02, "mask_rcnn/accuracy": 0.8797951787910228, "mask_rcnn/false_negative": 0.10329379040795056, "mask_rcnn/false_positive": 0.14998314676738073, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5597342289984226, "total_loss": 1.1978706589143258} {"data_time": 0.013204741502704564, "eta_seconds": 112336.23173342022, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.4078652828652829, "fast_rcnn/fg_cls_accuracy": 0.5594839609483961, "iteration": 71079, "loss_box_reg": 0.20750604174099863, "loss_cls": 0.20587556972168386, "loss_mask": 0.24824870750308037, "loss_rpn_cls": 0.04342122521484271, "loss_rpn_loc": 0.060038041876396164, "loss_sem_seg": 0.33871575724333525, "lr": 0.02, "mask_rcnn/accuracy": 0.8920538988474854, "mask_rcnn/false_negative": 0.08326703828987442, "mask_rcnn/false_positive": 0.12155038606246593, "roi_head/num_bg_samples": 462.0, "roi_head/num_fg_samples": 50.0, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5546755184986978, "total_loss": 1.1133342144603375} {"data_time": 0.01196059699941543, "eta_seconds": 112316.77328434124, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.3836336336336337, "fast_rcnn/fg_cls_accuracy": 0.5612307222476713, "iteration": 71099, "loss_box_reg": 0.24801710282918066, "loss_cls": 0.23653360176831484, "loss_mask": 0.263423309661448, "loss_rpn_cls": 0.05085794875049032, "loss_rpn_loc": 0.08767857719794847, "loss_sem_seg": 0.3504495257511735, "lr": 0.02, "mask_rcnn/accuracy": 0.8586950996614863, "mask_rcnn/false_negative": 0.12188228979903037, "mask_rcnn/false_positive": 0.15419407261041457, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5647067255013098, "total_loss": 1.2456659560266417} {"data_time": 0.012498294498072937, "eta_seconds": 112309.65018183496, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.4226262019230769, "fast_rcnn/fg_cls_accuracy": 0.5770242914979757, "iteration": 71119, "loss_box_reg": 0.2127742114244029, "loss_cls": 0.2075681728310883, "loss_mask": 0.25582231814041734, "loss_rpn_cls": 0.04375726256694179, "loss_rpn_loc": 0.061812606698367745, "loss_sem_seg": 0.3331022742204368, "lr": 0.02, "mask_rcnn/accuracy": 0.9098769695307127, "mask_rcnn/false_negative": 0.08850237411736193, "mask_rcnn/false_positive": 0.10133846918579414, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.564067752497067, "total_loss": 1.1362919631210389} {"data_time": 0.012566717501613311, "eta_seconds": 112289.64581461309, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.36983330234863976, "fast_rcnn/fg_cls_accuracy": 0.6153147012042717, "iteration": 71139, "loss_box_reg": 0.24407924339175224, "loss_cls": 0.21563267149031162, "loss_mask": 0.26143844332545996, "loss_rpn_cls": 0.04397542244987562, "loss_rpn_loc": 0.0723853565286845, "loss_sem_seg": 0.3188526805024594, "lr": 0.02, "mask_rcnn/accuracy": 0.8807529356920433, "mask_rcnn/false_negative": 0.09923233587141739, "mask_rcnn/false_positive": 0.13843515122517952, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.5609196264995262, "total_loss": 1.1945335445343517} {"data_time": 0.011864777501614299, "eta_seconds": 112287.06187019497, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.30695413758723833, "fast_rcnn/fg_cls_accuracy": 0.5937794237649865, "iteration": 71159, "loss_box_reg": 0.24351894343271852, "loss_cls": 0.2398334639146924, "loss_mask": 0.2728249551728368, "loss_rpn_cls": 0.046735157957300544, "loss_rpn_loc": 0.08371038892073557, "loss_sem_seg": 0.33221078012138605, "lr": 0.02, "mask_rcnn/accuracy": 0.8955530608051481, "mask_rcnn/false_negative": 0.09970519898477279, "mask_rcnn/false_positive": 0.1276722351156658, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.5689863375009736, "total_loss": 1.204097998677753} {"data_time": 0.012672037999436725, "eta_seconds": 112291.29652809688, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.3987676056338028, "fast_rcnn/fg_cls_accuracy": 0.5022867398037456, "iteration": 71179, "loss_box_reg": 0.24057943280786276, "loss_cls": 0.22608228330500424, "loss_mask": 0.2610550494864583, "loss_rpn_cls": 0.04648448582156561, "loss_rpn_loc": 0.07296478026546538, "loss_sem_seg": 0.34827959816902876, "lr": 0.02, "mask_rcnn/accuracy": 0.8950183044269002, "mask_rcnn/false_negative": 0.10161996306714047, "mask_rcnn/false_positive": 0.10737792464135036, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.5778320649988018, "total_loss": 1.211401219596155} {"data_time": 0.012209947999508586, "eta_seconds": 112307.27292928279, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.405261671686747, "fast_rcnn/fg_cls_accuracy": 0.5413165791447863, "iteration": 71199, "loss_box_reg": 0.23862512689083815, "loss_cls": 0.2271678657270968, "loss_mask": 0.2625530967488885, "loss_rpn_cls": 0.048337836167775095, "loss_rpn_loc": 0.08233009403920732, "loss_sem_seg": 0.32943040737882257, "lr": 0.02, "mask_rcnn/accuracy": 0.8915914789464894, "mask_rcnn/false_negative": 0.1079818198531822, "mask_rcnn/false_positive": 0.12397426562844667, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5665328295035579, "total_loss": 1.2290811334678438} {"data_time": 0.012718330999632599, "eta_seconds": 112333.69962257435, "fast_rcnn/cls_accuracy": 0.95556640625, "fast_rcnn/false_negative": 0.39529630613871913, "fast_rcnn/fg_cls_accuracy": 0.5951897827643828, "iteration": 71219, "loss_box_reg": 0.2513239069376141, "loss_cls": 0.23081539664417505, "loss_mask": 0.2699488950893283, "loss_rpn_cls": 0.05050913750892505, "loss_rpn_loc": 0.08113832480739802, "loss_sem_seg": 0.3652458698488772, "lr": 0.02, "mask_rcnn/accuracy": 0.9113181777135633, "mask_rcnn/false_negative": 0.08876107868048674, "mask_rcnn/false_positive": 0.10799105677550791, "roi_head/num_bg_samples": 466.5, "roi_head/num_fg_samples": 45.5, "rpn/num_neg_anchors": 237.25, "rpn/num_pos_anchors": 18.75, "time": 0.5731201630005671, "total_loss": 1.2591091237554792} {"data_time": 0.013029661498876521, "eta_seconds": 112311.42436654435, "fast_rcnn/cls_accuracy": 0.91015625, "fast_rcnn/false_negative": 0.3442178626742385, "fast_rcnn/fg_cls_accuracy": 0.6164529914529915, "iteration": 71239, "loss_box_reg": 0.24983978510135785, "loss_cls": 0.2338184448890388, "loss_mask": 0.2713650017976761, "loss_rpn_cls": 0.05279517063172534, "loss_rpn_loc": 0.08470805545221083, "loss_sem_seg": 0.3518992578610778, "lr": 0.02, "mask_rcnn/accuracy": 0.8669965671453767, "mask_rcnn/false_negative": 0.11821395185512534, "mask_rcnn/false_positive": 0.16047012988684098, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.5570987225000863, "total_loss": 1.276864698389545} {"data_time": 0.012232885997946141, "eta_seconds": 112311.09510813432, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.3923483455882353, "fast_rcnn/fg_cls_accuracy": 0.6076516544117647, "iteration": 71259, "loss_box_reg": 0.27597380708903074, "loss_cls": 0.25455387495458126, "loss_mask": 0.2763003297150135, "loss_rpn_cls": 0.05271429952699691, "loss_rpn_loc": 0.08312640781514347, "loss_sem_seg": 0.36311541497707367, "lr": 0.02, "mask_rcnn/accuracy": 0.8772789009807337, "mask_rcnn/false_negative": 0.09435253725093523, "mask_rcnn/false_positive": 0.13374871204205807, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5684144080005353, "total_loss": 1.317401234060526} {"data_time": 0.013306316002854146, "eta_seconds": 112276.66589960632, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.4186150234741784, "fast_rcnn/fg_cls_accuracy": 0.5535185185185185, "iteration": 71279, "loss_box_reg": 0.23520612623542547, "loss_cls": 0.21594927087426186, "loss_mask": 0.2640270395204425, "loss_rpn_cls": 0.044064557616366073, "loss_rpn_loc": 0.08356462541269138, "loss_sem_seg": 0.36901118978857994, "lr": 0.02, "mask_rcnn/accuracy": 0.8787204566042954, "mask_rcnn/false_negative": 0.1141372359396964, "mask_rcnn/false_positive": 0.13975631597716315, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5589496489992598, "total_loss": 1.1962332164985128} {"data_time": 0.013279164501000196, "eta_seconds": 112253.94563049848, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.3137973137973138, "fast_rcnn/fg_cls_accuracy": 0.6489441930618401, "iteration": 71299, "loss_box_reg": 0.259904365404509, "loss_cls": 0.23693135438952595, "loss_mask": 0.26347243785858154, "loss_rpn_cls": 0.04945302091073245, "loss_rpn_loc": 0.07589072769042104, "loss_sem_seg": 0.3299991958774626, "lr": 0.02, "mask_rcnn/accuracy": 0.9091495436571295, "mask_rcnn/false_negative": 0.08195604402029362, "mask_rcnn/false_positive": 0.08514756261589759, "roi_head/num_bg_samples": 457.75, "roi_head/num_fg_samples": 54.25, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5501242640020791, "total_loss": 1.2340908448095433} {"data_time": 0.012686907997704111, "eta_seconds": 112230.76642177031, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3339344262295082, "fast_rcnn/fg_cls_accuracy": 0.5990491938817692, "iteration": 71319, "loss_box_reg": 0.2425440144725144, "loss_cls": 0.23530530277639627, "loss_mask": 0.2688275296241045, "loss_rpn_cls": 0.046141291270032525, "loss_rpn_loc": 0.08129611922777258, "loss_sem_seg": 0.3194935624487698, "lr": 0.02, "mask_rcnn/accuracy": 0.8983830165260496, "mask_rcnn/false_negative": 0.09614193380448482, "mask_rcnn/false_positive": 0.10711460479721674, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5646006739989389, "total_loss": 1.215388763404917} {"data_time": 0.014176323998981388, "eta_seconds": 112245.845356506, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.41887938793879387, "fast_rcnn/fg_cls_accuracy": 0.5632694128787878, "iteration": 71339, "loss_box_reg": 0.23087643925100565, "loss_cls": 0.20002526976168156, "loss_mask": 0.2553069647401571, "loss_rpn_cls": 0.04262661686516367, "loss_rpn_loc": 0.07255601027281955, "loss_sem_seg": 0.36526750738266855, "lr": 0.02, "mask_rcnn/accuracy": 0.8853239980202607, "mask_rcnn/false_negative": 0.0881938133627739, "mask_rcnn/false_positive": 0.14910095471844792, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5693984589997854, "total_loss": 1.1595817443740088} {"data_time": 0.012681143001827877, "eta_seconds": 112284.70931909313, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.3895659318088457, "fast_rcnn/fg_cls_accuracy": 0.549296875, "iteration": 71359, "loss_box_reg": 0.2523251757957041, "loss_cls": 0.22970212576910853, "loss_mask": 0.27094501815736294, "loss_rpn_cls": 0.04932185081997886, "loss_rpn_loc": 0.07636211503995582, "loss_sem_seg": 0.36861817026510835, "lr": 0.02, "mask_rcnn/accuracy": 0.8888901511308749, "mask_rcnn/false_negative": 0.0984850181542264, "mask_rcnn/false_positive": 0.1258769966855524, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5815469139997731, "total_loss": 1.2934272645943565} {"data_time": 0.013524791000236291, "eta_seconds": 112223.24487722592, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.3744046485044771, "fast_rcnn/fg_cls_accuracy": 0.5996274217585693, "iteration": 71379, "loss_box_reg": 0.21270203730091453, "loss_cls": 0.2087387884967029, "loss_mask": 0.273090829141438, "loss_rpn_cls": 0.050106052367482334, "loss_rpn_loc": 0.07384634710615501, "loss_sem_seg": 0.37591940234415233, "lr": 0.02, "mask_rcnn/accuracy": 0.8944459344511285, "mask_rcnn/false_negative": 0.10031961542649197, "mask_rcnn/false_positive": 0.10917147585417378, "roi_head/num_bg_samples": 462.75, "roi_head/num_fg_samples": 49.25, "rpn/num_neg_anchors": 238.0, "rpn/num_pos_anchors": 18.0, "time": 0.5485621490006451, "total_loss": 1.1751613525266293} {"data_time": 0.012752873997669667, "eta_seconds": 112154.98944553829, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.3195348340979409, "fast_rcnn/fg_cls_accuracy": 0.6423498376623377, "iteration": 71399, "loss_box_reg": 0.2404305781237781, "loss_cls": 0.22441726690158248, "loss_mask": 0.2703886441886425, "loss_rpn_cls": 0.056672337916097604, "loss_rpn_loc": 0.08842284011188895, "loss_sem_seg": 0.35318705858662724, "lr": 0.02, "mask_rcnn/accuracy": 0.8781578566765145, "mask_rcnn/false_negative": 0.09671087642063655, "mask_rcnn/false_positive": 0.14268559231414546, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.5568722720017831, "total_loss": 1.2184780071256682} {"data_time": 0.013186869498895248, "eta_seconds": 112129.77917880937, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.4111863313990973, "fast_rcnn/fg_cls_accuracy": 0.5546932742054693, "iteration": 71419, "loss_box_reg": 0.2397742299363017, "loss_cls": 0.2345819462207146, "loss_mask": 0.25750989373773336, "loss_rpn_cls": 0.04302057094173506, "loss_rpn_loc": 0.06834262600750662, "loss_sem_seg": 0.3382879067212343, "lr": 0.02, "mask_rcnn/accuracy": 0.8859830232598089, "mask_rcnn/false_negative": 0.08942236036464608, "mask_rcnn/false_positive": 0.1437242278612867, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.5520256614981918, "total_loss": 1.2232499262463534} {"data_time": 0.013220265496784123, "eta_seconds": 112125.90769116746, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.39286362399056346, "fast_rcnn/fg_cls_accuracy": 0.5628591954022988, "iteration": 71439, "loss_box_reg": 0.2446150374598801, "loss_cls": 0.2224117802688852, "loss_mask": 0.27511509973555803, "loss_rpn_cls": 0.04933363734744489, "loss_rpn_loc": 0.08218851225683466, "loss_sem_seg": 0.366907041054219, "lr": 0.02, "mask_rcnn/accuracy": 0.8935653082889207, "mask_rcnn/false_negative": 0.08749454510288629, "mask_rcnn/false_positive": 0.14020637101327252, "roi_head/num_bg_samples": 458.5, "roi_head/num_fg_samples": 53.5, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5612431810004637, "total_loss": 1.2235648014466278} {"data_time": 0.01247148400216247, "eta_seconds": 112121.10593353819, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.29279891304347827, "fast_rcnn/fg_cls_accuracy": 0.6966632962588473, "iteration": 71459, "loss_box_reg": 0.229133827611804, "loss_cls": 0.22223238786682487, "loss_mask": 0.26602863892912865, "loss_rpn_cls": 0.04588553559733555, "loss_rpn_loc": 0.06852732924744487, "loss_sem_seg": 0.3265803848626092, "lr": 0.02, "mask_rcnn/accuracy": 0.8888334879406308, "mask_rcnn/false_negative": 0.09086409106495985, "mask_rcnn/false_positive": 0.12756497968889463, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5661518159977277, "total_loss": 1.1865411465987563} {"data_time": 0.01224532250125776, "eta_seconds": 112099.3327963355, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.3213260178443237, "fast_rcnn/fg_cls_accuracy": 0.6099887191057327, "iteration": 71479, "loss_box_reg": 0.21265519806183875, "loss_cls": 0.2058505171444267, "loss_mask": 0.2542197350412607, "loss_rpn_cls": 0.03375516878440976, "loss_rpn_loc": 0.06908745254622772, "loss_sem_seg": 0.35693964594975114, "lr": 0.02, "mask_rcnn/accuracy": 0.8903581840899625, "mask_rcnn/false_negative": 0.09563040056611793, "mask_rcnn/false_positive": 0.10497319380321994, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5576849485005368, "total_loss": 1.1467033479420934} {"data_time": 0.013806385999487247, "eta_seconds": 112098.51692553812, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.3564726463104326, "fast_rcnn/fg_cls_accuracy": 0.6081358717983838, "iteration": 71499, "loss_box_reg": 0.2440799050964415, "loss_cls": 0.22992137353867292, "loss_mask": 0.25783271435648203, "loss_rpn_cls": 0.05384378758026287, "loss_rpn_loc": 0.0808331894222647, "loss_sem_seg": 0.39177946420386434, "lr": 0.02, "mask_rcnn/accuracy": 0.895381146410177, "mask_rcnn/false_negative": 0.087503347689138, "mask_rcnn/false_positive": 0.12915661579132126, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5764720389997819, "total_loss": 1.2688762935867999} {"data_time": 0.012454809500923147, "eta_seconds": 112109.65037777186, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.3695652173913043, "fast_rcnn/fg_cls_accuracy": 0.6103448275862069, "iteration": 71519, "loss_box_reg": 0.25904126558452845, "loss_cls": 0.24257651343941689, "loss_mask": 0.28325975593179464, "loss_rpn_cls": 0.04775132267968729, "loss_rpn_loc": 0.08467487629968673, "loss_sem_seg": 0.3224043771624565, "lr": 0.02, "mask_rcnn/accuracy": 0.8705100972780092, "mask_rcnn/false_negative": 0.11572911470093492, "mask_rcnn/false_positive": 0.14151459070940503, "roi_head/num_bg_samples": 432.75, "roi_head/num_fg_samples": 79.25, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.5784488120007154, "total_loss": 1.2772721585351974} {"data_time": 0.013636557501740754, "eta_seconds": 112079.73697975077, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.34766465777012484, "fast_rcnn/fg_cls_accuracy": 0.6241390443392165, "iteration": 71539, "loss_box_reg": 0.2662013538647443, "loss_cls": 0.2329542248044163, "loss_mask": 0.25275839259848, "loss_rpn_cls": 0.05372221369179897, "loss_rpn_loc": 0.08926903555402532, "loss_sem_seg": 0.3357731103897095, "lr": 0.02, "mask_rcnn/accuracy": 0.8854294126286211, "mask_rcnn/false_negative": 0.0915859433190657, "mask_rcnn/false_positive": 0.14379471076496037, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5589963224956591, "total_loss": 1.232365882024169} {"data_time": 0.011506085498695029, "eta_seconds": 112054.18499806024, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.3529075091575092, "fast_rcnn/fg_cls_accuracy": 0.5826923076923077, "iteration": 71559, "loss_box_reg": 0.21679337229579687, "loss_cls": 0.19727678853087127, "loss_mask": 0.2833323311060667, "loss_rpn_cls": 0.05481561439228244, "loss_rpn_loc": 0.08610597506049089, "loss_sem_seg": 0.3163727449718863, "lr": 0.02, "mask_rcnn/accuracy": 0.8743187358276644, "mask_rcnn/false_negative": 0.1099574030555664, "mask_rcnn/false_positive": 0.13215281431377926, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.5530741399998078, "total_loss": 1.1765962914796546} {"data_time": 0.011659160500130383, "eta_seconds": 112095.76270853764, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.36731273681142523, "fast_rcnn/fg_cls_accuracy": 0.6123372499206097, "iteration": 71579, "loss_box_reg": 0.23706880304962397, "loss_cls": 0.2174287405796349, "loss_mask": 0.2608928536064923, "loss_rpn_cls": 0.048053989419713616, "loss_rpn_loc": 0.0766357344109565, "loss_sem_seg": 0.35042236978188157, "lr": 0.02, "mask_rcnn/accuracy": 0.875992844171567, "mask_rcnn/false_negative": 0.09482546270751724, "mask_rcnn/false_positive": 0.16205134466694165, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5760926464972727, "total_loss": 1.2247176118835341} {"data_time": 0.01260732800437836, "eta_seconds": 112149.04583453263, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.39289584587597837, "fast_rcnn/fg_cls_accuracy": 0.5361394557823129, "iteration": 71599, "loss_box_reg": 0.23511571111157537, "loss_cls": 0.2309447987936437, "loss_mask": 0.2608018107712269, "loss_rpn_cls": 0.04303811118006706, "loss_rpn_loc": 0.07694888219702989, "loss_sem_seg": 0.37217231187969446, "lr": 0.02, "mask_rcnn/accuracy": 0.880409125690332, "mask_rcnn/false_negative": 0.09559554123176969, "mask_rcnn/false_positive": 0.1363950938796625, "roi_head/num_bg_samples": 456.25, "roi_head/num_fg_samples": 55.75, "rpn/num_neg_anchors": 235.75, "rpn/num_pos_anchors": 20.25, "time": 0.5644615234996309, "total_loss": 1.2574519451882225} {"data_time": 0.013219155498518376, "eta_seconds": 112204.72805428709, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3107519138937315, "fast_rcnn/fg_cls_accuracy": 0.5969036697247707, "iteration": 71619, "loss_box_reg": 0.21591587737202644, "loss_cls": 0.21343390829861164, "loss_mask": 0.2716806037351489, "loss_rpn_cls": 0.052238014759495854, "loss_rpn_loc": 0.07490180886816233, "loss_sem_seg": 0.38806704664602876, "lr": 0.02, "mask_rcnn/accuracy": 0.8922598533310147, "mask_rcnn/false_negative": 0.09047584445947028, "mask_rcnn/false_positive": 0.09279974318246398, "roi_head/num_bg_samples": 459.25, "roi_head/num_fg_samples": 52.75, "rpn/num_neg_anchors": 235.0, "rpn/num_pos_anchors": 21.0, "time": 0.5701026365022699, "total_loss": 1.2174892696202733} {"data_time": 0.011740115500288084, "eta_seconds": 112061.86636811747, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.44202044025157233, "fast_rcnn/fg_cls_accuracy": 0.5372486491274693, "iteration": 71639, "loss_box_reg": 0.2354421247728169, "loss_cls": 0.22184303239919245, "loss_mask": 0.2642321912571788, "loss_rpn_cls": 0.054216058109886944, "loss_rpn_loc": 0.076339827850461, "loss_sem_seg": 0.3590002488344908, "lr": 0.02, "mask_rcnn/accuracy": 0.8757523593990755, "mask_rcnn/false_negative": 0.10227545026935755, "mask_rcnn/false_positive": 0.15763687577388324, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.5596809199960262, "total_loss": 1.2215091580874287} {"data_time": 0.012786434996087337, "eta_seconds": 112008.16089353785, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3414895160705217, "fast_rcnn/fg_cls_accuracy": 0.6226273726273727, "iteration": 71659, "loss_box_reg": 0.2500614058226347, "loss_cls": 0.2533008400350809, "loss_mask": 0.2785682985559106, "loss_rpn_cls": 0.0495323113646009, "loss_rpn_loc": 0.0791293874499388, "loss_sem_seg": 0.36177116027101874, "lr": 0.02, "mask_rcnn/accuracy": 0.8824206508446075, "mask_rcnn/false_negative": 0.09529575609910558, "mask_rcnn/false_positive": 0.12841438452851495, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5641035600019677, "total_loss": 1.2675740349222906} {"data_time": 0.01255851449968759, "eta_seconds": 111986.42429236048, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.37200811359026364, "fast_rcnn/fg_cls_accuracy": 0.6106083459024636, "iteration": 71679, "loss_box_reg": 0.234254244947806, "loss_cls": 0.22412646422162652, "loss_mask": 0.26508632116019726, "loss_rpn_cls": 0.05111707642208785, "loss_rpn_loc": 0.0879313931800425, "loss_sem_seg": 0.33312530256807804, "lr": 0.02, "mask_rcnn/accuracy": 0.8793282265310407, "mask_rcnn/false_negative": 0.105826352761713, "mask_rcnn/false_positive": 0.12426870807953884, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.5643745010020211, "total_loss": 1.268359607871389} {"data_time": 0.012194491500849836, "eta_seconds": 112067.38958939863, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.4330508474576271, "fast_rcnn/fg_cls_accuracy": 0.5271428571428571, "iteration": 71699, "loss_box_reg": 0.23465796746313572, "loss_cls": 0.2141957995481789, "loss_mask": 0.2673815554007888, "loss_rpn_cls": 0.04261244769440964, "loss_rpn_loc": 0.07722050181473605, "loss_sem_seg": 0.3410709984600544, "lr": 0.02, "mask_rcnn/accuracy": 0.8817395996860282, "mask_rcnn/false_negative": 0.08779691834467561, "mask_rcnn/false_positive": 0.1541438388453236, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5807863109985192, "total_loss": 1.14110950610484} {"data_time": 0.012259516999620246, "eta_seconds": 112100.6429527168, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.32888744307091733, "fast_rcnn/fg_cls_accuracy": 0.5568181818181819, "iteration": 71719, "loss_box_reg": 0.24991504335775971, "loss_cls": 0.23843164602294564, "loss_mask": 0.2707392778247595, "loss_rpn_cls": 0.05210878014622722, "loss_rpn_loc": 0.08899937651585788, "loss_sem_seg": 0.31933836825191975, "lr": 0.02, "mask_rcnn/accuracy": 0.8953872692418275, "mask_rcnn/false_negative": 0.07955416199289825, "mask_rcnn/false_positive": 0.13865789523423733, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.5806508639980166, "total_loss": 1.3135739608260337} {"data_time": 0.013008846999582602, "eta_seconds": 112069.90880187234, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.40758689839572193, "fast_rcnn/fg_cls_accuracy": 0.5504612257661039, "iteration": 71739, "loss_box_reg": 0.23343686386942863, "loss_cls": 0.21990685490891337, "loss_mask": 0.26693629333749413, "loss_rpn_cls": 0.05140815026243217, "loss_rpn_loc": 0.08049398561706766, "loss_sem_seg": 0.34910431888420135, "lr": 0.02, "mask_rcnn/accuracy": 0.8819992513608441, "mask_rcnn/false_negative": 0.09750737853149681, "mask_rcnn/false_positive": 0.12806898136206807, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5685053900015191, "total_loss": 1.20934696457698} {"data_time": 0.013084532500215573, "eta_seconds": 112008.54032406515, "fast_rcnn/cls_accuracy": 0.95654296875, "fast_rcnn/false_negative": 0.3403581267217631, "fast_rcnn/fg_cls_accuracy": 0.5873620599054126, "iteration": 71759, "loss_box_reg": 0.23561547743156552, "loss_cls": 0.20520688011310995, "loss_mask": 0.25729277078062296, "loss_rpn_cls": 0.045018670440185815, "loss_rpn_loc": 0.06371751762344502, "loss_sem_seg": 0.3606460215523839, "lr": 0.02, "mask_rcnn/accuracy": 0.8789154166061399, "mask_rcnn/false_negative": 0.109905206311153, "mask_rcnn/false_positive": 0.15136069973462457, "roi_head/num_bg_samples": 472.75, "roi_head/num_fg_samples": 39.25, "rpn/num_neg_anchors": 235.25, "rpn/num_pos_anchors": 20.75, "time": 0.5504335960031312, "total_loss": 1.2018631096434547} {"data_time": 0.013056676998530747, "eta_seconds": 111958.98799039873, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.35130950453367876, "fast_rcnn/fg_cls_accuracy": 0.6189272584033614, "iteration": 71779, "loss_box_reg": 0.23716709623113275, "loss_cls": 0.20541456434875727, "loss_mask": 0.2578798006288707, "loss_rpn_cls": 0.045459696964826435, "loss_rpn_loc": 0.07428132474888116, "loss_sem_seg": 0.3355224831029773, "lr": 0.02, "mask_rcnn/accuracy": 0.878023932573713, "mask_rcnn/false_negative": 0.09824773335845188, "mask_rcnn/false_positive": 0.13466385406069373, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5585955474962248, "total_loss": 1.191294459727942} {"data_time": 0.012127325004257727, "eta_seconds": 111900.43741951138, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.42003411877598895, "fast_rcnn/fg_cls_accuracy": 0.5272774596564289, "iteration": 71799, "loss_box_reg": 0.2460139913018793, "loss_cls": 0.2478768362198025, "loss_mask": 0.2592041827738285, "loss_rpn_cls": 0.04338595882290974, "loss_rpn_loc": 0.08458750255522318, "loss_sem_seg": 0.3799416208639741, "lr": 0.02, "mask_rcnn/accuracy": 0.8744882132540517, "mask_rcnn/false_negative": 0.08822620382905999, "mask_rcnn/false_positive": 0.13358972422670068, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5782504154994967, "total_loss": 1.2499146955669858} {"data_time": 0.013567385998612735, "eta_seconds": 111867.90139833667, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.3715490797546012, "fast_rcnn/fg_cls_accuracy": 0.5740509969325154, "iteration": 71819, "loss_box_reg": 0.23202824755571783, "loss_cls": 0.22125281067565084, "loss_mask": 0.2557796323671937, "loss_rpn_cls": 0.054892770014703274, "loss_rpn_loc": 0.10056457796599716, "loss_sem_seg": 0.34067701920866966, "lr": 0.02, "mask_rcnn/accuracy": 0.9056486737887643, "mask_rcnn/false_negative": 0.09261960424122863, "mask_rcnn/false_positive": 0.0977262043831118, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5593221390045073, "total_loss": 1.1948721259250306} {"data_time": 0.012162222497863695, "eta_seconds": 111842.72589885486, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3493761660447761, "fast_rcnn/fg_cls_accuracy": 0.6082899305555556, "iteration": 71839, "loss_box_reg": 0.217634643020574, "loss_cls": 0.22333517065271735, "loss_mask": 0.2641309560276568, "loss_rpn_cls": 0.04967565066181123, "loss_rpn_loc": 0.06934325824840926, "loss_sem_seg": 0.353107996750623, "lr": 0.02, "mask_rcnn/accuracy": 0.8811180724085714, "mask_rcnn/false_negative": 0.08788021348982791, "mask_rcnn/false_positive": 0.13652220467141343, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5601216135000868, "total_loss": 1.2111126805539243} {"data_time": 0.012195170002087252, "eta_seconds": 111838.61093298603, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.36379495437466447, "fast_rcnn/fg_cls_accuracy": 0.611672278338945, "iteration": 71859, "loss_box_reg": 0.24115430703386664, "loss_cls": 0.22757526929490268, "loss_mask": 0.26501826010644436, "loss_rpn_cls": 0.05623628501780331, "loss_rpn_loc": 0.09158229405875318, "loss_sem_seg": 0.35169673850759864, "lr": 0.02, "mask_rcnn/accuracy": 0.8850994036171745, "mask_rcnn/false_negative": 0.10835085996168363, "mask_rcnn/false_positive": 0.13871708705909339, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5619938979980361, "total_loss": 1.260252007516101} {"data_time": 0.012036345000524307, "eta_seconds": 111800.7771961734, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.24269005847953215, "fast_rcnn/fg_cls_accuracy": 0.7213893581081081, "iteration": 71879, "loss_box_reg": 0.23033582069911063, "loss_cls": 0.2267689211294055, "loss_mask": 0.2596597820520401, "loss_rpn_cls": 0.04622133157681674, "loss_rpn_loc": 0.0755431674188003, "loss_sem_seg": 0.3292110892944038, "lr": 0.02, "mask_rcnn/accuracy": 0.925551589302833, "mask_rcnn/false_negative": 0.07740369236523072, "mask_rcnn/false_positive": 0.08579637381511893, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5608989049978845, "total_loss": 1.1782247183000436} {"data_time": 0.01215962199785281, "eta_seconds": 111766.67321792843, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3354412187410175, "fast_rcnn/fg_cls_accuracy": 0.6127770534550196, "iteration": 71899, "loss_box_reg": 0.24973571964073926, "loss_cls": 0.23643812770023942, "loss_mask": 0.26752091851085424, "loss_rpn_cls": 0.046360685606487095, "loss_rpn_loc": 0.07992490666219965, "loss_sem_seg": 0.3407785897143185, "lr": 0.02, "mask_rcnn/accuracy": 0.888355557071241, "mask_rcnn/false_negative": 0.09236190017918083, "mask_rcnn/false_positive": 0.1188946924083795, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5609906749996298, "total_loss": 1.2406702702282928} {"data_time": 0.012872569997853134, "eta_seconds": 111729.44743730132, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.3532886334610472, "fast_rcnn/fg_cls_accuracy": 0.6467113665389528, "iteration": 71919, "loss_box_reg": 0.2387961340136826, "loss_cls": 0.23503997386433184, "loss_mask": 0.2611443712376058, "loss_rpn_cls": 0.05286873476143228, "loss_rpn_loc": 0.08336174287251197, "loss_sem_seg": 0.35981477377936244, "lr": 0.02, "mask_rcnn/accuracy": 0.8747410382168349, "mask_rcnn/false_negative": 0.11192689531637602, "mask_rcnn/false_positive": 0.12639622552048407, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.5573091615005978, "total_loss": 1.2542433787602931} {"data_time": 0.013037688502663514, "eta_seconds": 111718.16624956123, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.36126373626373626, "fast_rcnn/fg_cls_accuracy": 0.5974654377880184, "iteration": 71939, "loss_box_reg": 0.23494872357696295, "loss_cls": 0.23506342340260744, "loss_mask": 0.2608588128350675, "loss_rpn_cls": 0.05370199331082404, "loss_rpn_loc": 0.08132572332397103, "loss_sem_seg": 0.3451341297477484, "lr": 0.02, "mask_rcnn/accuracy": 0.8809611129739423, "mask_rcnn/false_negative": 0.09798632733709493, "mask_rcnn/false_positive": 0.13058335556210965, "roi_head/num_bg_samples": 460.0, "roi_head/num_fg_samples": 52.0, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5688610250035708, "total_loss": 1.237206682388205} {"data_time": 0.013282184001582209, "eta_seconds": 111685.046189386, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.312695239285268, "fast_rcnn/fg_cls_accuracy": 0.6131450705985255, "iteration": 71959, "loss_box_reg": 0.24155547516420484, "loss_cls": 0.23180617531761527, "loss_mask": 0.2565951095893979, "loss_rpn_cls": 0.0476330466917716, "loss_rpn_loc": 0.08015796088147908, "loss_sem_seg": 0.34019165951758623, "lr": 0.02, "mask_rcnn/accuracy": 0.8902664152944074, "mask_rcnn/false_negative": 0.08259101868200688, "mask_rcnn/false_positive": 0.12052469734555285, "roi_head/num_bg_samples": 458.5, "roi_head/num_fg_samples": 53.5, "rpn/num_neg_anchors": 235.75, "rpn/num_pos_anchors": 20.25, "time": 0.5636391714979254, "total_loss": 1.2409009923649137} {"data_time": 0.01227425300021423, "eta_seconds": 111501.59349114796, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.3326275174101261, "fast_rcnn/fg_cls_accuracy": 0.6168195199275363, "iteration": 71979, "loss_box_reg": 0.24606309132650495, "loss_cls": 0.2434456594637595, "loss_mask": 0.25691160559654236, "loss_rpn_cls": 0.05382161773741245, "loss_rpn_loc": 0.08505670455633663, "loss_sem_seg": 0.3382367668673396, "lr": 0.02, "mask_rcnn/accuracy": 0.8948258651286602, "mask_rcnn/false_negative": 0.08255034904254249, "mask_rcnn/false_positive": 0.13696171175029054, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5592497185025422, "total_loss": 1.2284380950732157} {"data_time": 0.012399022496538237, "eta_seconds": 111490.33189833799, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.37256235827664397, "fast_rcnn/fg_cls_accuracy": 0.5892108620375434, "iteration": 71999, "loss_box_reg": 0.2570197079330683, "loss_cls": 0.2252375273965299, "loss_mask": 0.2669652486220002, "loss_rpn_cls": 0.0539440751017537, "loss_rpn_loc": 0.08518665528390557, "loss_sem_seg": 0.34556645061820745, "lr": 0.02, "mask_rcnn/accuracy": 0.8734130979866289, "mask_rcnn/false_negative": 0.10182320294316824, "mask_rcnn/false_positive": 0.13454575741782993, "roi_head/num_bg_samples": 432.5, "roi_head/num_fg_samples": 79.5, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5614883110029041, "total_loss": 1.2012053936487064} {"data_time": 0.012017636003292864, "eta_seconds": 111651.20924263577, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.33248520382764535, "fast_rcnn/fg_cls_accuracy": 0.6201415596105064, "iteration": 72019, "loss_box_reg": 0.24295397743117064, "loss_cls": 0.23809564323164523, "loss_mask": 0.25072149094194174, "loss_rpn_cls": 0.05115692105027847, "loss_rpn_loc": 0.09039563103578985, "loss_sem_seg": 0.3800725336186588, "lr": 0.02, "mask_rcnn/accuracy": 0.8924795330948619, "mask_rcnn/false_negative": 0.10789780516414085, "mask_rcnn/false_positive": 0.10845398652325333, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 0.5725558809936047, "total_loss": 1.290478304741555} {"data_time": 0.01181752749835141, "eta_seconds": 111728.54918434001, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.294757326007326, "fast_rcnn/fg_cls_accuracy": 0.6465201465201464, "iteration": 72039, "loss_box_reg": 0.24237491097301245, "loss_cls": 0.2355863586999476, "loss_mask": 0.26607335824519396, "loss_rpn_cls": 0.052985011774580926, "loss_rpn_loc": 0.07710823332308792, "loss_sem_seg": 0.3847370930016041, "lr": 0.02, "mask_rcnn/accuracy": 0.8829853510238554, "mask_rcnn/false_negative": 0.10629143553458958, "mask_rcnn/false_positive": 0.12647724854517298, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 204.75, "rpn/num_pos_anchors": 51.25, "time": 0.5665867525021895, "total_loss": 1.2309491714113392} {"data_time": 0.012476716005039634, "eta_seconds": 111731.85860509549, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.4383743842364532, "fast_rcnn/fg_cls_accuracy": 0.4901021711366539, "iteration": 72059, "loss_box_reg": 0.2464915255550295, "loss_cls": 0.2422576288226992, "loss_mask": 0.26398503314703703, "loss_rpn_cls": 0.04576970085327048, "loss_rpn_loc": 0.07314810622483492, "loss_sem_seg": 0.3386341040022671, "lr": 0.02, "mask_rcnn/accuracy": 0.8838510453784688, "mask_rcnn/false_negative": 0.07954938113388721, "mask_rcnn/false_positive": 0.13826283131103356, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5698594369969214, "total_loss": 1.2574433254194446} {"data_time": 0.01327777749975212, "eta_seconds": 111732.52490943624, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.38560583750531724, "fast_rcnn/fg_cls_accuracy": 0.5538362886138062, "iteration": 72079, "loss_box_reg": 0.23470052774064243, "loss_cls": 0.21968254912644625, "loss_mask": 0.27300452813506126, "loss_rpn_cls": 0.04566430581326131, "loss_rpn_loc": 0.06622665748000145, "loss_sem_seg": 0.3358728620223701, "lr": 0.02, "mask_rcnn/accuracy": 0.8746404076853224, "mask_rcnn/false_negative": 0.11334431695550126, "mask_rcnn/false_positive": 0.13509534369608703, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5654460594996635, "total_loss": 1.212130199011881} {"data_time": 0.012168059500254458, "eta_seconds": 111721.2342909663, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3637720548921761, "fast_rcnn/fg_cls_accuracy": 0.559017595307918, "iteration": 72099, "loss_box_reg": 0.23886101972311735, "loss_cls": 0.20888135209679604, "loss_mask": 0.2656215149909258, "loss_rpn_cls": 0.046273880754597485, "loss_rpn_loc": 0.07005072885658592, "loss_sem_seg": 0.33116242568939924, "lr": 0.02, "mask_rcnn/accuracy": 0.8799094850849349, "mask_rcnn/false_negative": 0.09386029078635912, "mask_rcnn/false_positive": 0.13424000500409894, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.567176100499637, "total_loss": 1.2150664410728496} {"data_time": 0.012819724499422591, "eta_seconds": 111740.22243376101, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.4042776050817678, "fast_rcnn/fg_cls_accuracy": 0.5207322399068323, "iteration": 72119, "loss_box_reg": 0.22529917769134045, "loss_cls": 0.23548959859181195, "loss_mask": 0.2594503997825086, "loss_rpn_cls": 0.06125774816609919, "loss_rpn_loc": 0.06698242403217591, "loss_sem_seg": 0.3698876891285181, "lr": 0.02, "mask_rcnn/accuracy": 0.8852313228503196, "mask_rcnn/false_negative": 0.10629721655073557, "mask_rcnn/false_positive": 0.14099889988998898, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5767363800005114, "total_loss": 1.2049273703014478} {"data_time": 0.012007603501842823, "eta_seconds": 111728.92875499107, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.41928494041170095, "fast_rcnn/fg_cls_accuracy": 0.5201787648970748, "iteration": 72139, "loss_box_reg": 0.21903117280453444, "loss_cls": 0.21667567500844598, "loss_mask": 0.26444864086806774, "loss_rpn_cls": 0.05343255476327613, "loss_rpn_loc": 0.07864023407455534, "loss_sem_seg": 0.34641039138659835, "lr": 0.02, "mask_rcnn/accuracy": 0.8807659773663035, "mask_rcnn/false_negative": 0.09250643176221554, "mask_rcnn/false_positive": 0.14576171991454726, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5617417729990848, "total_loss": 1.1967057390720583} {"data_time": 0.012304089501412818, "eta_seconds": 111705.17752348942, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.38930532094594594, "fast_rcnn/fg_cls_accuracy": 0.5571712842491964, "iteration": 72159, "loss_box_reg": 0.25312113855034113, "loss_cls": 0.25171994511038065, "loss_mask": 0.28209413029253483, "loss_rpn_cls": 0.04621902619692264, "loss_rpn_loc": 0.07555995095754042, "loss_sem_seg": 0.3562672180123627, "lr": 0.02, "mask_rcnn/accuracy": 0.8757098646478266, "mask_rcnn/false_negative": 0.12188613118053118, "mask_rcnn/false_positive": 0.14493371051664178, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5675576110006659, "total_loss": 1.3141118862549774} {"data_time": 0.01209434599877568, "eta_seconds": 111664.12214305573, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.28367248062015504, "fast_rcnn/fg_cls_accuracy": 0.6522264902546593, "iteration": 72179, "loss_box_reg": 0.22709941864013672, "loss_cls": 0.2065807105973363, "loss_mask": 0.2645805883221328, "loss_rpn_cls": 0.03785036824410781, "loss_rpn_loc": 0.053948903107084334, "loss_sem_seg": 0.3423435357399285, "lr": 0.02, "mask_rcnn/accuracy": 0.895788182529649, "mask_rcnn/false_negative": 0.09117444535500664, "mask_rcnn/false_positive": 0.1015188520019557, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5570429625004181, "total_loss": 1.0995482620492112} {"data_time": 0.012292693503695773, "eta_seconds": 111638.24570097968, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.35081749700393766, "fast_rcnn/fg_cls_accuracy": 0.5604296604296604, "iteration": 72199, "loss_box_reg": 0.23350572818890214, "loss_cls": 0.2137856783811003, "loss_mask": 0.25480814883485436, "loss_rpn_cls": 0.041480446547211614, "loss_rpn_loc": 0.06823986495146528, "loss_sem_seg": 0.34035896603018045, "lr": 0.02, "mask_rcnn/accuracy": 0.8831162955046883, "mask_rcnn/false_negative": 0.10214250186889323, "mask_rcnn/false_positive": 0.11351111280212131, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.560885999500897, "total_loss": 1.2131609765638132} {"data_time": 0.01273415550167556, "eta_seconds": 111622.33344752537, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.35717051761972374, "fast_rcnn/fg_cls_accuracy": 0.5809140236057504, "iteration": 72219, "loss_box_reg": 0.22627841669600457, "loss_cls": 0.22456067567691207, "loss_mask": 0.26784053072333336, "loss_rpn_cls": 0.047771507961442694, "loss_rpn_loc": 0.08441923186182976, "loss_sem_seg": 0.3431597088929266, "lr": 0.02, "mask_rcnn/accuracy": 0.8856889281447266, "mask_rcnn/false_negative": 0.09617388516306508, "mask_rcnn/false_positive": 0.145481448940336, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5722720670019044, "total_loss": 1.1851469603425357} {"data_time": 0.013494080500095151, "eta_seconds": 111597.62720303475, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3940187547520486, "fast_rcnn/fg_cls_accuracy": 0.5891273126636817, "iteration": 72239, "loss_box_reg": 0.23670308757573366, "loss_cls": 0.20897747948765755, "loss_mask": 0.25507841911166906, "loss_rpn_cls": 0.051250940770842135, "loss_rpn_loc": 0.08699924277607352, "loss_sem_seg": 0.3666820302605629, "lr": 0.02, "mask_rcnn/accuracy": 0.8755498185512738, "mask_rcnn/false_negative": 0.09801800842599034, "mask_rcnn/false_positive": 0.14646212595589841, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.5516885239994735, "total_loss": 1.2148552537255455} {"data_time": 0.012875924501713598, "eta_seconds": 111537.66724571968, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.4268521258755056, "fast_rcnn/fg_cls_accuracy": 0.530697575950037, "iteration": 72259, "loss_box_reg": 0.23190925922244787, "loss_cls": 0.21210667281411588, "loss_mask": 0.26518178917467594, "loss_rpn_cls": 0.05165190181287471, "loss_rpn_loc": 0.0778545638313517, "loss_sem_seg": 0.34569719107821584, "lr": 0.02, "mask_rcnn/accuracy": 0.8911061251483201, "mask_rcnn/false_negative": 0.10184358981649047, "mask_rcnn/false_positive": 0.1266051438081762, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.553288117502234, "total_loss": 1.2072766021010466} {"data_time": 0.01266326350014424, "eta_seconds": 111588.47104412538, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.3803532793930233, "fast_rcnn/fg_cls_accuracy": 0.5729473064963442, "iteration": 72279, "loss_box_reg": 0.23523527244105935, "loss_cls": 0.21950858738273382, "loss_mask": 0.2634515482932329, "loss_rpn_cls": 0.04398885916452855, "loss_rpn_loc": 0.07582177314907312, "loss_sem_seg": 0.3444843990728259, "lr": 0.02, "mask_rcnn/accuracy": 0.8835998957843072, "mask_rcnn/false_negative": 0.10285295843286879, "mask_rcnn/false_positive": 0.12663294652809892, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5670624400045199, "total_loss": 1.199220162583515} {"data_time": 0.01361082349831122, "eta_seconds": 111577.18357632539, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.3134317477674503, "fast_rcnn/fg_cls_accuracy": 0.6561217008797654, "iteration": 72299, "loss_box_reg": 0.22615781519562006, "loss_cls": 0.22048270842060447, "loss_mask": 0.2684618132188916, "loss_rpn_cls": 0.04966022807639092, "loss_rpn_loc": 0.09217510622693226, "loss_sem_seg": 0.3640488707460463, "lr": 0.02, "mask_rcnn/accuracy": 0.8879806637295117, "mask_rcnn/false_negative": 0.11698666406906705, "mask_rcnn/false_positive": 0.1309066841959004, "roi_head/num_bg_samples": 461.0, "roi_head/num_fg_samples": 51.0, "rpn/num_neg_anchors": 238.0, "rpn/num_pos_anchors": 18.0, "time": 0.560786026500864, "total_loss": 1.2253623684373451} {"data_time": 0.012673594501393382, "eta_seconds": 111570.51808845943, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.30284850258511364, "fast_rcnn/fg_cls_accuracy": 0.667161058159891, "iteration": 72319, "loss_box_reg": 0.25613910029642284, "loss_cls": 0.24558450188487768, "loss_mask": 0.2753900773823261, "loss_rpn_cls": 0.05582737969234586, "loss_rpn_loc": 0.0863309905398637, "loss_sem_seg": 0.3728101057931781, "lr": 0.02, "mask_rcnn/accuracy": 0.8873817144307388, "mask_rcnn/false_negative": 0.09384201036679216, "mask_rcnn/false_positive": 0.11556169571841388, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5702773760021955, "total_loss": 1.3015659493394196} {"data_time": 0.012764390998199815, "eta_seconds": 111566.3858765706, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.3514617017801731, "fast_rcnn/fg_cls_accuracy": 0.6237902225163372, "iteration": 72339, "loss_box_reg": 0.22660631919279695, "loss_cls": 0.21711773972492665, "loss_mask": 0.26642090920358896, "loss_rpn_cls": 0.04282743574003689, "loss_rpn_loc": 0.06403643294470385, "loss_sem_seg": 0.36083479365333915, "lr": 0.02, "mask_rcnn/accuracy": 0.8785708339279767, "mask_rcnn/false_negative": 0.0805162407166268, "mask_rcnn/false_positive": 0.12890120470572058, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5777801064978121, "total_loss": 1.1651624881487805} {"data_time": 0.01352205099829007, "eta_seconds": 111555.09721711055, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.34088908450704225, "fast_rcnn/fg_cls_accuracy": 0.638671875, "iteration": 72359, "loss_box_reg": 0.24601382832042873, "loss_cls": 0.21536581800319254, "loss_mask": 0.2688006558455527, "loss_rpn_cls": 0.04766017507063225, "loss_rpn_loc": 0.08295856171753258, "loss_sem_seg": 0.33193070255219936, "lr": 0.02, "mask_rcnn/accuracy": 0.8908787009568224, "mask_rcnn/false_negative": 0.1130658759361394, "mask_rcnn/false_positive": 0.1211813065542389, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5695605395012535, "total_loss": 1.205776706978213} {"data_time": 0.01395319350194768, "eta_seconds": 111551.79629853867, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.38943623426382046, "fast_rcnn/fg_cls_accuracy": 0.548964218455744, "iteration": 72379, "loss_box_reg": 0.24846992874518037, "loss_cls": 0.25523860822431743, "loss_mask": 0.27297705225646496, "loss_rpn_cls": 0.04504536777676549, "loss_rpn_loc": 0.07535725511843339, "loss_sem_seg": 0.3585860626772046, "lr": 0.02, "mask_rcnn/accuracy": 0.8791834852232485, "mask_rcnn/false_negative": 0.08854051379735176, "mask_rcnn/false_positive": 0.14043958435956172, "roi_head/num_bg_samples": 455.5, "roi_head/num_fg_samples": 56.5, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5625541535009688, "total_loss": 1.271351240488002} {"data_time": 0.012048591499478789, "eta_seconds": 111599.89936824772, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.34221879815100154, "fast_rcnn/fg_cls_accuracy": 0.6475381547664698, "iteration": 72399, "loss_box_reg": 0.25754946493543684, "loss_cls": 0.2361972825601697, "loss_mask": 0.2813281621783972, "loss_rpn_cls": 0.051947616622783244, "loss_rpn_loc": 0.08424820247091702, "loss_sem_seg": 0.3850256223231554, "lr": 0.02, "mask_rcnn/accuracy": 0.8832657339974741, "mask_rcnn/false_negative": 0.10845655210719118, "mask_rcnn/false_positive": 0.13419263138389975, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5688536745001329, "total_loss": 1.3077097269706428} {"data_time": 0.012835050500143552, "eta_seconds": 111717.79736279184, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.4937866625501698, "fast_rcnn/fg_cls_accuracy": 0.4615189873417721, "iteration": 72419, "loss_box_reg": 0.2404656852595508, "loss_cls": 0.23345463071018457, "loss_mask": 0.26011172449216247, "loss_rpn_cls": 0.05030164372874424, "loss_rpn_loc": 0.07804476114688441, "loss_sem_seg": 0.3782834536395967, "lr": 0.02, "mask_rcnn/accuracy": 0.8801582406903107, "mask_rcnn/false_negative": 0.09861499281173344, "mask_rcnn/false_positive": 0.14690536815287553, "roi_head/num_bg_samples": 462.0, "roi_head/num_fg_samples": 50.0, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5736487689973728, "total_loss": 1.2628561579913367} {"data_time": 0.012873564504843671, "eta_seconds": 111748.65020123872, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.45653385344106995, "fast_rcnn/fg_cls_accuracy": 0.5271021262886597, "iteration": 72439, "loss_box_reg": 0.2604694999754429, "loss_cls": 0.2371140702161938, "loss_mask": 0.2697741184383631, "loss_rpn_cls": 0.047633641050197184, "loss_rpn_loc": 0.08383265847805887, "loss_sem_seg": 0.36620275978930295, "lr": 0.02, "mask_rcnn/accuracy": 0.8652771469778493, "mask_rcnn/false_negative": 0.0994099940858122, "mask_rcnn/false_positive": 0.15865655382602994, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.570041870498244, "total_loss": 1.2269653009716421} {"data_time": 0.013473295999574475, "eta_seconds": 111711.78999146297, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.3274835796387521, "fast_rcnn/fg_cls_accuracy": 0.6590214067278287, "iteration": 72459, "loss_box_reg": 0.22282624640502036, "loss_cls": 0.19220105651766062, "loss_mask": 0.25277276197448373, "loss_rpn_cls": 0.038755817571654916, "loss_rpn_loc": 0.07326634670607746, "loss_sem_seg": 0.3801895687356591, "lr": 0.02, "mask_rcnn/accuracy": 0.9003318110460967, "mask_rcnn/false_negative": 0.09915529280616815, "mask_rcnn/false_positive": 0.08362856948970514, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5621170144986536, "total_loss": 1.1454918655217625} {"data_time": 0.012180246001662454, "eta_seconds": 111771.87045873262, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3362836826347305, "fast_rcnn/fg_cls_accuracy": 0.6139228772710419, "iteration": 72479, "loss_box_reg": 0.23925367137417197, "loss_cls": 0.23131745867431164, "loss_mask": 0.25714289117604494, "loss_rpn_cls": 0.048482901707757264, "loss_rpn_loc": 0.08921468473272398, "loss_sem_seg": 0.33303471468389034, "lr": 0.02, "mask_rcnn/accuracy": 0.8831398300676654, "mask_rcnn/false_negative": 0.0872264404423929, "mask_rcnn/false_positive": 0.14263459954477004, "roi_head/num_bg_samples": 431.75, "roi_head/num_fg_samples": 80.25, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5804438034974737, "total_loss": 1.1830843934767472} {"data_time": 0.011813935001555365, "eta_seconds": 111706.64756373569, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.41233202476219233, "fast_rcnn/fg_cls_accuracy": 0.5588144963144963, "iteration": 72499, "loss_box_reg": 0.23295849468559027, "loss_cls": 0.21714044315740466, "loss_mask": 0.26576237101107836, "loss_rpn_cls": 0.04287536829360761, "loss_rpn_loc": 0.06535132706630975, "loss_sem_seg": 0.3361214331816882, "lr": 0.02, "mask_rcnn/accuracy": 0.8998100751289526, "mask_rcnn/false_negative": 0.0954548265127346, "mask_rcnn/false_positive": 0.10922340325205424, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5618085045025509, "total_loss": 1.1996923538972624} {"data_time": 0.012941706499987049, "eta_seconds": 111643.36961441356, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.39626298083954953, "fast_rcnn/fg_cls_accuracy": 0.5661821332306507, "iteration": 72519, "loss_box_reg": 0.22678457014262676, "loss_cls": 0.2086922295857221, "loss_mask": 0.2639156226068735, "loss_rpn_cls": 0.04906554048648104, "loss_rpn_loc": 0.07722098071826622, "loss_sem_seg": 0.3297108879778534, "lr": 0.02, "mask_rcnn/accuracy": 0.8755727457406928, "mask_rcnn/false_negative": 0.10377913620420368, "mask_rcnn/false_positive": 0.1375262228597417, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.5629512854975474, "total_loss": 1.2093370468937792} {"data_time": 0.012719190501229605, "eta_seconds": 111666.54903794285, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.3959276018099548, "fast_rcnn/fg_cls_accuracy": 0.5636008640744433, "iteration": 72539, "loss_box_reg": 0.23658720101229846, "loss_cls": 0.22472983808256686, "loss_mask": 0.2653649942949414, "loss_rpn_cls": 0.04507914013811387, "loss_rpn_loc": 0.07118811484542675, "loss_sem_seg": 0.3864318449050188, "lr": 0.02, "mask_rcnn/accuracy": 0.8788434947081512, "mask_rcnn/false_negative": 0.09990194491025745, "mask_rcnn/false_positive": 0.15893250375928553, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5706142244998773, "total_loss": 1.2698768950358499} {"data_time": 0.013273761000164086, "eta_seconds": 111706.28588593181, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.41332174462705434, "fast_rcnn/fg_cls_accuracy": 0.5775486064907223, "iteration": 72559, "loss_box_reg": 0.2378452999982983, "loss_cls": 0.2347465285565704, "loss_mask": 0.26501983124762774, "loss_rpn_cls": 0.05077198694925755, "loss_rpn_loc": 0.08883835189044476, "loss_sem_seg": 0.34980364982038736, "lr": 0.02, "mask_rcnn/accuracy": 0.8945513308306277, "mask_rcnn/false_negative": 0.07818145227656229, "mask_rcnn/false_positive": 0.1391906217646206, "roi_head/num_bg_samples": 469.5, "roi_head/num_fg_samples": 42.5, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.5668655499976012, "total_loss": 1.28072589362273} {"data_time": 0.011726088996510953, "eta_seconds": 111713.54621339936, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.35792682926829267, "fast_rcnn/fg_cls_accuracy": 0.6009259259259259, "iteration": 72579, "loss_box_reg": 0.25999141577631235, "loss_cls": 0.24759266711771488, "loss_mask": 0.2719621662981808, "loss_rpn_cls": 0.05596216826234013, "loss_rpn_loc": 0.07637920207343996, "loss_sem_seg": 0.37270590430125594, "lr": 0.02, "mask_rcnn/accuracy": 0.8785520348053057, "mask_rcnn/false_negative": 0.10469947636986761, "mask_rcnn/false_positive": 0.1540804239468936, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.5806887485014158, "total_loss": 1.2986203923937865} {"data_time": 0.01232684849674115, "eta_seconds": 111717.54408182926, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.29217273954116063, "fast_rcnn/fg_cls_accuracy": 0.6750196540880503, "iteration": 72599, "loss_box_reg": 0.23273825272917747, "loss_cls": 0.22300526802428067, "loss_mask": 0.2501940652728081, "loss_rpn_cls": 0.03828026115661487, "loss_rpn_loc": 0.06777791999047622, "loss_sem_seg": 0.3215103764086962, "lr": 0.02, "mask_rcnn/accuracy": 0.8830542896770359, "mask_rcnn/false_negative": 0.10445162934682653, "mask_rcnn/false_positive": 0.11780639398096952, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5737798890004342, "total_loss": 1.1213436681719031} {"data_time": 0.012698227998043876, "eta_seconds": 111692.64818938292, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.34466145833333334, "fast_rcnn/fg_cls_accuracy": 0.5564477237654322, "iteration": 72619, "loss_box_reg": 0.260590264108032, "loss_cls": 0.24631262803450227, "loss_mask": 0.27185035590082407, "loss_rpn_cls": 0.05789114016806707, "loss_rpn_loc": 0.0887679565930739, "loss_sem_seg": 0.32229602709412575, "lr": 0.02, "mask_rcnn/accuracy": 0.8792021047266281, "mask_rcnn/false_negative": 0.09311647925214268, "mask_rcnn/false_positive": 0.13074858037581838, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.5656816529954085, "total_loss": 1.2595860897563398} {"data_time": 0.01237860850233119, "eta_seconds": 111757.2926037282, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3771830985915493, "fast_rcnn/fg_cls_accuracy": 0.5779864371413668, "iteration": 72639, "loss_box_reg": 0.2510831910185516, "loss_cls": 0.23352204449474812, "loss_mask": 0.2617816776037216, "loss_rpn_cls": 0.045585915591800585, "loss_rpn_loc": 0.07048675589612685, "loss_sem_seg": 0.35004974994808435, "lr": 0.02, "mask_rcnn/accuracy": 0.8894723167044596, "mask_rcnn/false_negative": 0.10987451375906584, "mask_rcnn/false_positive": 0.11018204360335646, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5863513994991081, "total_loss": 1.272244063889957} {"data_time": 0.013140433500666404, "eta_seconds": 111709.73898524683, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.3771851851851852, "fast_rcnn/fg_cls_accuracy": 0.5625, "iteration": 72659, "loss_box_reg": 0.24676582915708423, "loss_cls": 0.24832479190081358, "loss_mask": 0.26042161881923676, "loss_rpn_cls": 0.04706773992802482, "loss_rpn_loc": 0.0793960866285488, "loss_sem_seg": 0.33191397483460605, "lr": 0.02, "mask_rcnn/accuracy": 0.8765508725500472, "mask_rcnn/false_negative": 0.10111685911155083, "mask_rcnn/false_positive": 0.1374081936321196, "roi_head/num_bg_samples": 457.5, "roi_head/num_fg_samples": 54.5, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5566209799981152, "total_loss": 1.234432841229136} {"data_time": 0.01212562699947739, "eta_seconds": 111762.58085626455, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.42042606516290726, "fast_rcnn/fg_cls_accuracy": 0.5767299107142857, "iteration": 72679, "loss_box_reg": 0.23561449302360415, "loss_cls": 0.24235790641978383, "loss_mask": 0.27802279591560364, "loss_rpn_cls": 0.05044693351374008, "loss_rpn_loc": 0.06774053446133621, "loss_sem_seg": 0.37311526760458946, "lr": 0.02, "mask_rcnn/accuracy": 0.8643390649529042, "mask_rcnn/false_negative": 0.09562535681699368, "mask_rcnn/false_positive": 0.17279175499747002, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.571201643000677, "total_loss": 1.254589431497152} {"data_time": 0.012113645498175174, "eta_seconds": 111689.35549014942, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.36776607115590165, "fast_rcnn/fg_cls_accuracy": 0.5441067112846254, "iteration": 72699, "loss_box_reg": 0.22667594510130584, "loss_cls": 0.2353641358204186, "loss_mask": 0.2593129361048341, "loss_rpn_cls": 0.04497777277720161, "loss_rpn_loc": 0.06728702830150723, "loss_sem_seg": 0.36988784931600094, "lr": 0.02, "mask_rcnn/accuracy": 0.8884648518825503, "mask_rcnn/false_negative": 0.10067173827803683, "mask_rcnn/false_positive": 0.10982842946979668, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5544242374999158, "total_loss": 1.2233942877792288} {"data_time": 0.011888183500559535, "eta_seconds": 111634.32517576974, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.38614800759013285, "fast_rcnn/fg_cls_accuracy": 0.5331688596491229, "iteration": 72719, "loss_box_reg": 0.24551763013005257, "loss_cls": 0.23165356600657105, "loss_mask": 0.2617414593696594, "loss_rpn_cls": 0.042691510752774775, "loss_rpn_loc": 0.07893154700286686, "loss_sem_seg": 0.36856740713119507, "lr": 0.02, "mask_rcnn/accuracy": 0.8867457409790149, "mask_rcnn/false_negative": 0.09412091540789339, "mask_rcnn/false_positive": 0.12127763083190266, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5600562790023105, "total_loss": 1.212089573906269} {"data_time": 0.01241272749757627, "eta_seconds": 111584.2850574626, "fast_rcnn/cls_accuracy": 0.90478515625, "fast_rcnn/false_negative": 0.35064935064935066, "fast_rcnn/fg_cls_accuracy": 0.5870578696665654, "iteration": 72739, "loss_box_reg": 0.2564719906076789, "loss_cls": 0.2432328404393047, "loss_mask": 0.2737760115414858, "loss_rpn_cls": 0.0521383524464909, "loss_rpn_loc": 0.08030774589860812, "loss_sem_seg": 0.3499650389421731, "lr": 0.02, "mask_rcnn/accuracy": 0.8789459036133805, "mask_rcnn/false_negative": 0.0939060261471023, "mask_rcnn/false_positive": 0.1458137128734931, "roi_head/num_bg_samples": 429.5, "roi_head/num_fg_samples": 82.5, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.563287433997175, "total_loss": 1.2720764543046243} {"data_time": 0.013049269498878857, "eta_seconds": 111586.70962693883, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.32441088995653167, "fast_rcnn/fg_cls_accuracy": 0.6100373558551242, "iteration": 72759, "loss_box_reg": 0.25401002634316683, "loss_cls": 0.25203817151486874, "loss_mask": 0.2640644581988454, "loss_rpn_cls": 0.05210901715327054, "loss_rpn_loc": 0.07838892002473585, "loss_sem_seg": 0.38261948758736253, "lr": 0.02, "mask_rcnn/accuracy": 0.8873129415934498, "mask_rcnn/false_negative": 0.09627261568127726, "mask_rcnn/false_positive": 0.11502524047192927, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5527757144991483, "total_loss": 1.274299134965986} {"data_time": 0.012716614503005985, "eta_seconds": 111593.50675801771, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3986757624398074, "fast_rcnn/fg_cls_accuracy": 0.5733589591957422, "iteration": 72779, "loss_box_reg": 0.2463076412677765, "loss_cls": 0.23294235835783184, "loss_mask": 0.2761073699221015, "loss_rpn_cls": 0.04715196118922904, "loss_rpn_loc": 0.08426408912055194, "loss_sem_seg": 0.32775989919900894, "lr": 0.02, "mask_rcnn/accuracy": 0.8840778871072238, "mask_rcnn/false_negative": 0.09942184822425965, "mask_rcnn/false_positive": 0.14007691429649055, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5600896639989514, "total_loss": 1.2241479205549695} {"data_time": 0.013219104497693479, "eta_seconds": 111564.08011083884, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3680321285140562, "fast_rcnn/fg_cls_accuracy": 0.5923510641593606, "iteration": 72799, "loss_box_reg": 0.2559851781697944, "loss_cls": 0.24155611055903137, "loss_mask": 0.26308010146021843, "loss_rpn_cls": 0.044860755442641675, "loss_rpn_loc": 0.07580083719221875, "loss_sem_seg": 0.31805956875905395, "lr": 0.02, "mask_rcnn/accuracy": 0.8773757140667787, "mask_rcnn/false_negative": 0.1087763310987678, "mask_rcnn/false_positive": 0.13224429814989505, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.572028300997772, "total_loss": 1.2109391894191504} {"data_time": 0.013154526997823268, "eta_seconds": 111552.76535278885, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3354423354423354, "fast_rcnn/fg_cls_accuracy": 0.5296708931568153, "iteration": 72819, "loss_box_reg": 0.23935738019645214, "loss_cls": 0.22077985061332583, "loss_mask": 0.26477876026183367, "loss_rpn_cls": 0.04016048237099312, "loss_rpn_loc": 0.06874524801969528, "loss_sem_seg": 0.34813471091911197, "lr": 0.02, "mask_rcnn/accuracy": 0.8950596395020594, "mask_rcnn/false_negative": 0.09084538347302795, "mask_rcnn/false_positive": 0.11176512692290068, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.563234305500373, "total_loss": 1.1728551132255234} {"data_time": 0.012500692500907462, "eta_seconds": 111571.32097907193, "fast_rcnn/cls_accuracy": 0.8896484375, "fast_rcnn/false_negative": 0.42081006526273296, "fast_rcnn/fg_cls_accuracy": 0.541599025974026, "iteration": 72839, "loss_box_reg": 0.27459688019007444, "loss_cls": 0.24894525855779648, "loss_mask": 0.2670472590252757, "loss_rpn_cls": 0.06084559200098738, "loss_rpn_loc": 0.09243540046736598, "loss_sem_seg": 0.3755274279974401, "lr": 0.02, "mask_rcnn/accuracy": 0.8660012944571768, "mask_rcnn/false_negative": 0.11041828651616856, "mask_rcnn/false_positive": 0.14933105483822645, "roi_head/num_bg_samples": 426.25, "roi_head/num_fg_samples": 85.75, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 0.5711012644969742, "total_loss": 1.3606345829903148} {"data_time": 0.014080124001338845, "eta_seconds": 111556.83858478343, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.4435584740462789, "fast_rcnn/fg_cls_accuracy": 0.539863782051282, "iteration": 72859, "loss_box_reg": 0.23177965730428696, "loss_cls": 0.224414307391271, "loss_mask": 0.2728814445436001, "loss_rpn_cls": 0.048255887668346986, "loss_rpn_loc": 0.06660274257956189, "loss_sem_seg": 0.348079857416451, "lr": 0.02, "mask_rcnn/accuracy": 0.8674531864054744, "mask_rcnn/false_negative": 0.11251771177836456, "mask_rcnn/false_positive": 0.14447264281898797, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5580339025000285, "total_loss": 1.2291607800289057} {"data_time": 0.012940849497681484, "eta_seconds": 111545.52111773347, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.39204889696710504, "fast_rcnn/fg_cls_accuracy": 0.5431095157657657, "iteration": 72879, "loss_box_reg": 0.240513188065961, "loss_cls": 0.22847716882824898, "loss_mask": 0.2740566413849592, "loss_rpn_cls": 0.04932368465233594, "loss_rpn_loc": 0.06826177891343832, "loss_sem_seg": 0.3304782104678452, "lr": 0.02, "mask_rcnn/accuracy": 0.8804280790912471, "mask_rcnn/false_negative": 0.08063112506813302, "mask_rcnn/false_positive": 0.13518547995683688, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5594280019977305, "total_loss": 1.1783965115027968} {"data_time": 0.012459178502467694, "eta_seconds": 111552.84319635619, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.3565986443224295, "fast_rcnn/fg_cls_accuracy": 0.6032507944915254, "iteration": 72899, "loss_box_reg": 0.23829181981272995, "loss_cls": 0.23113337671384215, "loss_mask": 0.26134907733649015, "loss_rpn_cls": 0.044050879776477814, "loss_rpn_loc": 0.07631158048752695, "loss_sem_seg": 0.37568405270576477, "lr": 0.02, "mask_rcnn/accuracy": 0.884943526323573, "mask_rcnn/false_negative": 0.10602588751817223, "mask_rcnn/false_positive": 0.14573830015793646, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5852466385003936, "total_loss": 1.2353820796706714} {"data_time": 0.013440900500427233, "eta_seconds": 111577.38844221912, "fast_rcnn/cls_accuracy": 0.9052734375, "fast_rcnn/false_negative": 0.4126984126984127, "fast_rcnn/fg_cls_accuracy": 0.5731884057971015, "iteration": 72919, "loss_box_reg": 0.24672522395849228, "loss_cls": 0.23796125873923302, "loss_mask": 0.2671297648921609, "loss_rpn_cls": 0.04954807483591139, "loss_rpn_loc": 0.07022806949680671, "loss_sem_seg": 0.3366575827822089, "lr": 0.02, "mask_rcnn/accuracy": 0.8686503637658586, "mask_rcnn/false_negative": 0.11661236225445862, "mask_rcnn/false_positive": 0.13146596523675616, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5592047950012784, "total_loss": 1.2437366829253733} {"data_time": 0.012693523000052664, "eta_seconds": 111514.732038572, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3214285714285714, "fast_rcnn/fg_cls_accuracy": 0.6253501400560224, "iteration": 72939, "loss_box_reg": 0.23912706226110458, "loss_cls": 0.22439789050258696, "loss_mask": 0.2666267789900303, "loss_rpn_cls": 0.04297112810309045, "loss_rpn_loc": 0.07743519090581685, "loss_sem_seg": 0.37251318618655205, "lr": 0.02, "mask_rcnn/accuracy": 0.8817482927929944, "mask_rcnn/false_negative": 0.09324788516577895, "mask_rcnn/false_positive": 0.10785118612693395, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5451262210008281, "total_loss": 1.268205521744676} {"data_time": 0.012168655499408487, "eta_seconds": 111510.36851671252, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.4088473844780117, "fast_rcnn/fg_cls_accuracy": 0.5668539325842696, "iteration": 72959, "loss_box_reg": 0.24219452077522874, "loss_cls": 0.26003518025390804, "loss_mask": 0.2604477973654866, "loss_rpn_cls": 0.04959911250625737, "loss_rpn_loc": 0.07433875257265754, "loss_sem_seg": 0.35156907280907035, "lr": 0.02, "mask_rcnn/accuracy": 0.8828279465122779, "mask_rcnn/false_negative": 0.0953235101521622, "mask_rcnn/false_positive": 0.12397630325378975, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5619615985015116, "total_loss": 1.2393841247539967} {"data_time": 0.013131368501490215, "eta_seconds": 111543.41944821902, "fast_rcnn/cls_accuracy": 0.9140625, "fast_rcnn/false_negative": 0.4006875477463713, "fast_rcnn/fg_cls_accuracy": 0.4878970286885246, "iteration": 72979, "loss_box_reg": 0.2596914409659803, "loss_cls": 0.25314702140167356, "loss_mask": 0.2794292150065303, "loss_rpn_cls": 0.05841357324970886, "loss_rpn_loc": 0.08901376399444416, "loss_sem_seg": 0.3678038218058646, "lr": 0.02, "mask_rcnn/accuracy": 0.8586231203007519, "mask_rcnn/false_negative": 0.11492989083893822, "mask_rcnn/false_positive": 0.15559281727842947, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.5754056480000145, "total_loss": 1.3186677627672907} {"data_time": 0.012151345497841248, "eta_seconds": 111536.89687180164, "fast_rcnn/cls_accuracy": 0.9052734375, "fast_rcnn/false_negative": 0.46183352512466436, "fast_rcnn/fg_cls_accuracy": 0.5205627705627706, "iteration": 72999, "loss_box_reg": 0.23919954942539334, "loss_cls": 0.23841939750127494, "loss_mask": 0.270366077311337, "loss_rpn_cls": 0.04843651200644672, "loss_rpn_loc": 0.08408421522472054, "loss_sem_seg": 0.3451261566951871, "lr": 0.02, "mask_rcnn/accuracy": 0.8935107303410875, "mask_rcnn/false_negative": 0.10394458102954798, "mask_rcnn/false_positive": 0.12215403334411706, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5690075295024144, "total_loss": 1.253818675992079} {"data_time": 0.013399027004197706, "eta_seconds": 111489.9696616779, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.3377328234858764, "fast_rcnn/fg_cls_accuracy": 0.5526012891344383, "iteration": 73019, "loss_box_reg": 0.245224648155272, "loss_cls": 0.24035145435482264, "loss_mask": 0.25995608884841204, "loss_rpn_cls": 0.05382313742302358, "loss_rpn_loc": 0.07288376550422981, "loss_sem_seg": 0.3118942454457283, "lr": 0.02, "mask_rcnn/accuracy": 0.9062296372814285, "mask_rcnn/false_negative": 0.08878798428663093, "mask_rcnn/false_positive": 0.10431079694217342, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 237.75, "rpn/num_pos_anchors": 18.25, "time": 0.568139433999022, "total_loss": 1.2000362001272151} {"data_time": 0.012822596498153871, "eta_seconds": 111478.64979126789, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.3989400584795322, "fast_rcnn/fg_cls_accuracy": 0.5503095975232197, "iteration": 73039, "loss_box_reg": 0.23429481592029333, "loss_cls": 0.21875250898301601, "loss_mask": 0.2631759108044207, "loss_rpn_cls": 0.054306293139234185, "loss_rpn_loc": 0.06942943057219964, "loss_sem_seg": 0.34451936930418015, "lr": 0.02, "mask_rcnn/accuracy": 0.880269578069323, "mask_rcnn/false_negative": 0.09316872292672694, "mask_rcnn/false_positive": 0.134467153147147, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5665629635004734, "total_loss": 1.1699328141403385} {"data_time": 0.012150774495239602, "eta_seconds": 111453.77604686274, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3789855072463768, "fast_rcnn/fg_cls_accuracy": 0.5815217391304348, "iteration": 73059, "loss_box_reg": 0.24644332891330123, "loss_cls": 0.22591134067624807, "loss_mask": 0.26678480114787817, "loss_rpn_cls": 0.045832936477381736, "loss_rpn_loc": 0.07123514532577246, "loss_sem_seg": 0.36701763421297073, "lr": 0.02, "mask_rcnn/accuracy": 0.8839930957248061, "mask_rcnn/false_negative": 0.10234798484275964, "mask_rcnn/false_positive": 0.12425852862882883, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.564207528001134, "total_loss": 1.2168857517790457} {"data_time": 0.01203626350252307, "eta_seconds": 111442.45755289278, "fast_rcnn/cls_accuracy": 0.912109375, "fast_rcnn/false_negative": 0.36179183135704873, "fast_rcnn/fg_cls_accuracy": 0.5532150776053215, "iteration": 73079, "loss_box_reg": 0.25730311032384634, "loss_cls": 0.2368928180076182, "loss_mask": 0.2734561441466212, "loss_rpn_cls": 0.054492480092449114, "loss_rpn_loc": 0.08691031043417752, "loss_sem_seg": 0.32596203219145536, "lr": 0.02, "mask_rcnn/accuracy": 0.8796389938301892, "mask_rcnn/false_negative": 0.09616124325497835, "mask_rcnn/false_positive": 0.15395610870257712, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.560314896498312, "total_loss": 1.2585519592103083} {"data_time": 0.01265314600095735, "eta_seconds": 111412.95791106476, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.34536047149122806, "fast_rcnn/fg_cls_accuracy": 0.5961143092105263, "iteration": 73099, "loss_box_reg": 0.22783037880435586, "loss_cls": 0.2158945300616324, "loss_mask": 0.2633725954219699, "loss_rpn_cls": 0.04510355819365941, "loss_rpn_loc": 0.07230356287618633, "loss_sem_seg": 0.35624303482472897, "lr": 0.02, "mask_rcnn/accuracy": 0.8852837013711734, "mask_rcnn/false_negative": 0.09641011933678086, "mask_rcnn/false_positive": 0.12482744312712073, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5586724645036156, "total_loss": 1.2340254022856243} {"data_time": 0.01232600950243068, "eta_seconds": 111369.3311217032, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.32840401785714285, "fast_rcnn/fg_cls_accuracy": 0.6114130434782609, "iteration": 73119, "loss_box_reg": 0.2626116150058806, "loss_cls": 0.22684197477065027, "loss_mask": 0.2677827309817076, "loss_rpn_cls": 0.0461464764084667, "loss_rpn_loc": 0.06322304345667362, "loss_sem_seg": 0.36410526162944734, "lr": 0.02, "mask_rcnn/accuracy": 0.8869513522925618, "mask_rcnn/false_negative": 0.10365156781462877, "mask_rcnn/false_positive": 0.11457676296370184, "roi_head/num_bg_samples": 423.0, "roi_head/num_fg_samples": 89.0, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5657668159983587, "total_loss": 1.2949352418654598} {"data_time": 0.013229062002210412, "eta_seconds": 111390.32461658458, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.2731511959622559, "fast_rcnn/fg_cls_accuracy": 0.6701388888888888, "iteration": 73139, "loss_box_reg": 0.2311134992633015, "loss_cls": 0.2278390796855092, "loss_mask": 0.25808854307979345, "loss_rpn_cls": 0.0431635768909473, "loss_rpn_loc": 0.0887369087577099, "loss_sem_seg": 0.34947615023702383, "lr": 0.02, "mask_rcnn/accuracy": 0.889380202178133, "mask_rcnn/false_negative": 0.09383958872645227, "mask_rcnn/false_positive": 0.1488391878805259, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5667606400020304, "total_loss": 1.2089432296925224} {"data_time": 0.012860337003075983, "eta_seconds": 111388.94873394768, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.3598995506212001, "fast_rcnn/fg_cls_accuracy": 0.6237113402061856, "iteration": 73159, "loss_box_reg": 0.24150206614285707, "loss_cls": 0.23930002516135573, "loss_mask": 0.2625173847191036, "loss_rpn_cls": 0.045187207782873884, "loss_rpn_loc": 0.08729479415342212, "loss_sem_seg": 0.35279364697635174, "lr": 0.02, "mask_rcnn/accuracy": 0.8791903249811412, "mask_rcnn/false_negative": 0.09384846435680616, "mask_rcnn/false_positive": 0.13209845348473376, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.5718126245010353, "total_loss": 1.2365003493614495} {"data_time": 0.012889243000245187, "eta_seconds": 111397.7834801328, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.42741858693582174, "fast_rcnn/fg_cls_accuracy": 0.5217815654161112, "iteration": 73179, "loss_box_reg": 0.24714977154508233, "loss_cls": 0.2339194151572883, "loss_mask": 0.26741813588887453, "loss_rpn_cls": 0.04922923492267728, "loss_rpn_loc": 0.09474796894937754, "loss_sem_seg": 0.3376070731319487, "lr": 0.02, "mask_rcnn/accuracy": 0.8880483762848205, "mask_rcnn/false_negative": 0.09873464350317847, "mask_rcnn/false_positive": 0.13843013503170434, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5674687580030877, "total_loss": 1.2434063187101856} {"data_time": 0.012935420498251915, "eta_seconds": 111383.031565416, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.3816752799310939, "fast_rcnn/fg_cls_accuracy": 0.5351976856316297, "iteration": 73199, "loss_box_reg": 0.2561846172902733, "loss_cls": 0.25066423369571567, "loss_mask": 0.27300620451569557, "loss_rpn_cls": 0.05679542984580621, "loss_rpn_loc": 0.08887733033043332, "loss_sem_seg": 0.39395750826224685, "lr": 0.02, "mask_rcnn/accuracy": 0.8813962278179835, "mask_rcnn/false_negative": 0.10158361151070505, "mask_rcnn/false_positive": 0.1523686997821814, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5541406970005482, "total_loss": 1.3065979472303297} {"data_time": 0.012792609999451088, "eta_seconds": 111345.05802762421, "fast_rcnn/cls_accuracy": 0.90869140625, "fast_rcnn/false_negative": 0.33994453315404655, "fast_rcnn/fg_cls_accuracy": 0.6196590909090909, "iteration": 73219, "loss_box_reg": 0.23930240934714675, "loss_cls": 0.23026381735689938, "loss_mask": 0.26015169732272625, "loss_rpn_cls": 0.04284520739747677, "loss_rpn_loc": 0.09225440581212752, "loss_sem_seg": 0.3308116942644119, "lr": 0.02, "mask_rcnn/accuracy": 0.8693730830035353, "mask_rcnn/false_negative": 0.10280731073976315, "mask_rcnn/false_positive": 0.16355685354433186, "roi_head/num_bg_samples": 431.75, "roi_head/num_fg_samples": 80.25, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.5611722430003283, "total_loss": 1.2213153832126409} {"data_time": 0.01313890800520312, "eta_seconds": 111343.67810486778, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.31751007613076576, "fast_rcnn/fg_cls_accuracy": 0.6391666666666667, "iteration": 73239, "loss_box_reg": 0.24780325323808938, "loss_cls": 0.23646758869290352, "loss_mask": 0.27818765863776207, "loss_rpn_cls": 0.051798883388983086, "loss_rpn_loc": 0.07880495925201103, "loss_sem_seg": 0.35817813919857144, "lr": 0.02, "mask_rcnn/accuracy": 0.9061962800101314, "mask_rcnn/false_negative": 0.09785653772325009, "mask_rcnn/false_positive": 0.09580512173328494, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5658595134955249, "total_loss": 1.2211259432224324} {"data_time": 0.012375485497614136, "eta_seconds": 111366.68142414608, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.3771341735943506, "fast_rcnn/fg_cls_accuracy": 0.6085858585858586, "iteration": 73259, "loss_box_reg": 0.24454125575721264, "loss_cls": 0.24290664540603757, "loss_mask": 0.26803374476730824, "loss_rpn_cls": 0.06381214951397851, "loss_rpn_loc": 0.07821647962555289, "loss_sem_seg": 0.3311235881410539, "lr": 0.02, "mask_rcnn/accuracy": 0.8912461755036942, "mask_rcnn/false_negative": 0.10132417766842586, "mask_rcnn/false_positive": 0.09905867168693724, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5706620085002214, "total_loss": 1.225045147468336} {"data_time": 0.012525890000688378, "eta_seconds": 111342.81134634781, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.36172531921519774, "fast_rcnn/fg_cls_accuracy": 0.527046783625731, "iteration": 73279, "loss_box_reg": 0.2170071133878082, "loss_cls": 0.21218294580467045, "loss_mask": 0.2517972392961383, "loss_rpn_cls": 0.0472025511553511, "loss_rpn_loc": 0.07115984476695303, "loss_sem_seg": 0.3476928579621017, "lr": 0.02, "mask_rcnn/accuracy": 0.8752187665428952, "mask_rcnn/false_negative": 0.10542185082712979, "mask_rcnn/false_positive": 0.12069252495587628, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.5573366630014789, "total_loss": 1.159613065130543} {"data_time": 0.012151411501690745, "eta_seconds": 111329.86524977315, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.3620169082125604, "fast_rcnn/fg_cls_accuracy": 0.594613070823079, "iteration": 73299, "loss_box_reg": 0.22280426463112235, "loss_cls": 0.2314680851995945, "loss_mask": 0.2584406351670623, "loss_rpn_cls": 0.04605505141080357, "loss_rpn_loc": 0.07333715475397184, "loss_sem_seg": 0.372119955252856, "lr": 0.02, "mask_rcnn/accuracy": 0.882660215528519, "mask_rcnn/false_negative": 0.08567688044231604, "mask_rcnn/false_positive": 0.13889248366679496, "roi_head/num_bg_samples": 458.75, "roi_head/num_fg_samples": 53.25, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.5581221564971202, "total_loss": 1.2386270768765826} {"data_time": 0.012785606500983704, "eta_seconds": 111318.54554471321, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3471177944862155, "fast_rcnn/fg_cls_accuracy": 0.6169590643274854, "iteration": 73319, "loss_box_reg": 0.22904938645660877, "loss_cls": 0.22117844433523715, "loss_mask": 0.26158339949324727, "loss_rpn_cls": 0.044311433273833245, "loss_rpn_loc": 0.0839060556027107, "loss_sem_seg": 0.3439579231198877, "lr": 0.02, "mask_rcnn/accuracy": 0.9007251350356222, "mask_rcnn/false_negative": 0.09506532494852424, "mask_rcnn/false_positive": 0.10702243767290745, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.5736607684993942, "total_loss": 1.2378287265019026} {"data_time": 0.012426424498698907, "eta_seconds": 111303.79607159656, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.39695186275054134, "fast_rcnn/fg_cls_accuracy": 0.5504918032786885, "iteration": 73339, "loss_box_reg": 0.2509868615306914, "loss_cls": 0.2250394788570702, "loss_mask": 0.26477076951414347, "loss_rpn_cls": 0.04777529451530427, "loss_rpn_loc": 0.08201780926901847, "loss_sem_seg": 0.36727912072092295, "lr": 0.02, "mask_rcnn/accuracy": 0.877090399712107, "mask_rcnn/false_negative": 0.09002653658145343, "mask_rcnn/false_positive": 0.14046978946751723, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5697715789974609, "total_loss": 1.2728644522212562} {"data_time": 0.01353143599408213, "eta_seconds": 111261.6075210041, "fast_rcnn/cls_accuracy": 0.89697265625, "fast_rcnn/false_negative": 0.44625885953608246, "fast_rcnn/fg_cls_accuracy": 0.4931066176470588, "iteration": 73359, "loss_box_reg": 0.23503539292141795, "loss_cls": 0.21789972274564207, "loss_mask": 0.26478276029229164, "loss_rpn_cls": 0.05387016560416669, "loss_rpn_loc": 0.08181554317707196, "loss_sem_seg": 0.34273141250014305, "lr": 0.02, "mask_rcnn/accuracy": 0.8813025974656168, "mask_rcnn/false_negative": 0.1048175830003723, "mask_rcnn/false_positive": 0.13856471596336462, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.5638858349993825, "total_loss": 1.1845167209685314} {"data_time": 0.01269063400104642, "eta_seconds": 111284.58642953339, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.3246890153911027, "fast_rcnn/fg_cls_accuracy": 0.5720996732026145, "iteration": 73379, "loss_box_reg": 0.2383617009036243, "loss_cls": 0.21793723292648792, "loss_mask": 0.27199126966297626, "loss_rpn_cls": 0.05059165268903598, "loss_rpn_loc": 0.09043351362925023, "loss_sem_seg": 0.3348094201646745, "lr": 0.02, "mask_rcnn/accuracy": 0.8878718203788692, "mask_rcnn/false_negative": 0.09216112435033381, "mask_rcnn/false_positive": 0.1386157855807198, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.5687190610005928, "total_loss": 1.2601800505653955} {"data_time": 0.012089755498891464, "eta_seconds": 111269.8380028168, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.26936316695352835, "fast_rcnn/fg_cls_accuracy": 0.6785714285714286, "iteration": 73399, "loss_box_reg": 0.238596323877573, "loss_cls": 0.22084509953856468, "loss_mask": 0.2746569812297821, "loss_rpn_cls": 0.045925043610623106, "loss_rpn_loc": 0.07335373526439071, "loss_sem_seg": 0.35482411179691553, "lr": 0.02, "mask_rcnn/accuracy": 0.9032553198981638, "mask_rcnn/false_negative": 0.08846670975460696, "mask_rcnn/false_positive": 0.12388607546512788, "roi_head/num_bg_samples": 465.75, "roi_head/num_fg_samples": 46.25, "rpn/num_neg_anchors": 237.25, "rpn/num_pos_anchors": 18.75, "time": 0.5692119619998266, "total_loss": 1.2611554175964557} {"data_time": 0.012885905998700764, "eta_seconds": 111199.63064610367, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.37915543575920935, "fast_rcnn/fg_cls_accuracy": 0.5501276233692569, "iteration": 73419, "loss_box_reg": 0.2201287797652185, "loss_cls": 0.20110643305815756, "loss_mask": 0.2571692056953907, "loss_rpn_cls": 0.05080975458258763, "loss_rpn_loc": 0.07736081397160888, "loss_sem_seg": 0.3292848193086684, "lr": 0.02, "mask_rcnn/accuracy": 0.870581744602603, "mask_rcnn/false_negative": 0.09113519052890398, "mask_rcnn/false_positive": 0.15613169132408966, "roi_head/num_bg_samples": 456.25, "roi_head/num_fg_samples": 55.75, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5456698310008505, "total_loss": 1.147441630178946} {"data_time": 0.01200564299870166, "eta_seconds": 111134.50595497101, "fast_rcnn/cls_accuracy": 0.9111328125, "fast_rcnn/false_negative": 0.3849688403179191, "fast_rcnn/fg_cls_accuracy": 0.5258694008694009, "iteration": 73439, "loss_box_reg": 0.24632454686798155, "loss_cls": 0.22556254686787724, "loss_mask": 0.26159441377967596, "loss_rpn_cls": 0.04870731590199284, "loss_rpn_loc": 0.10586267936741933, "loss_sem_seg": 0.3333622603677213, "lr": 0.02, "mask_rcnn/accuracy": 0.8663211052650227, "mask_rcnn/false_negative": 0.10788531363654626, "mask_rcnn/false_positive": 0.15521987092394174, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5610185509976873, "total_loss": 1.2569691371463705} {"data_time": 0.01237798749934882, "eta_seconds": 111123.1980652111, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.3360034406752325, "fast_rcnn/fg_cls_accuracy": 0.6023613326244905, "iteration": 73459, "loss_box_reg": 0.23889171238988638, "loss_cls": 0.22237469535320997, "loss_mask": 0.2708769291639328, "loss_rpn_cls": 0.0414989344390051, "loss_rpn_loc": 0.07807634002529085, "loss_sem_seg": 0.3519060657126829, "lr": 0.02, "mask_rcnn/accuracy": 0.8807129499291787, "mask_rcnn/false_negative": 0.11037411176298975, "mask_rcnn/false_positive": 0.11956495412256041, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5593031899989, "total_loss": 1.220269121840829} {"data_time": 0.013108415500028059, "eta_seconds": 111063.44499862407, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.38200516966397186, "fast_rcnn/fg_cls_accuracy": 0.5849109818438216, "iteration": 73479, "loss_box_reg": 0.24909808253869414, "loss_cls": 0.23734726617112756, "loss_mask": 0.267587523907423, "loss_rpn_cls": 0.047818319784710184, "loss_rpn_loc": 0.08139004977419972, "loss_sem_seg": 0.31081545492634177, "lr": 0.02, "mask_rcnn/accuracy": 0.8900069440112806, "mask_rcnn/false_negative": 0.0984524688755011, "mask_rcnn/false_positive": 0.12893559540377675, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5580724335013656, "total_loss": 1.2336283511831425} {"data_time": 0.013339866003661882, "eta_seconds": 111116.51134435496, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.3259153510245213, "fast_rcnn/fg_cls_accuracy": 0.6456952216960827, "iteration": 73499, "loss_box_reg": 0.2315344111993909, "loss_cls": 0.2089815428480506, "loss_mask": 0.2609824938699603, "loss_rpn_cls": 0.04457202127377968, "loss_rpn_loc": 0.06847755488706753, "loss_sem_seg": 0.3228130480274558, "lr": 0.02, "mask_rcnn/accuracy": 0.8728304805313734, "mask_rcnn/false_negative": 0.10231863418448081, "mask_rcnn/false_positive": 0.14488213464008304, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.5656933434984239, "total_loss": 1.1340484390238998} {"data_time": 0.012774049497238593, "eta_seconds": 111170.48343286161, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.3090962441314554, "fast_rcnn/fg_cls_accuracy": 0.6622594635563603, "iteration": 73519, "loss_box_reg": 0.21979970578104258, "loss_cls": 0.2031330451136455, "loss_mask": 0.24532099440693855, "loss_rpn_cls": 0.046195446950150654, "loss_rpn_loc": 0.08054884185548872, "loss_sem_seg": 0.33166614547371864, "lr": 0.02, "mask_rcnn/accuracy": 0.8983112249675449, "mask_rcnn/false_negative": 0.08575971343178077, "mask_rcnn/false_positive": 0.10767825885036822, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5740680365015578, "total_loss": 1.1460933358612237} {"data_time": 0.012880854501418071, "eta_seconds": 111144.20844091369, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.3581389183457052, "fast_rcnn/fg_cls_accuracy": 0.5488043478260869, "iteration": 73539, "loss_box_reg": 0.25177908036857843, "loss_cls": 0.236033805180341, "loss_mask": 0.2660670252516866, "loss_rpn_cls": 0.04635493672685698, "loss_rpn_loc": 0.07180547487223521, "loss_sem_seg": 0.316621461417526, "lr": 0.02, "mask_rcnn/accuracy": 0.883905145220004, "mask_rcnn/false_negative": 0.1100647001677015, "mask_rcnn/false_positive": 0.11797017077396166, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5612519795031403, "total_loss": 1.2022958238958381} {"data_time": 0.012754306004353566, "eta_seconds": 111152.67502454265, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.4028413424866514, "fast_rcnn/fg_cls_accuracy": 0.5613768115942028, "iteration": 73559, "loss_box_reg": 0.24225800717249513, "loss_cls": 0.22573226457461715, "loss_mask": 0.25039396341890097, "loss_rpn_cls": 0.055239368753973395, "loss_rpn_loc": 0.07998643133032601, "loss_sem_seg": 0.3438490265980363, "lr": 0.02, "mask_rcnn/accuracy": 0.8853735422740525, "mask_rcnn/false_negative": 0.10154475399151269, "mask_rcnn/false_positive": 0.11561532008009547, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.5775771349981369, "total_loss": 1.2304799323901534} {"data_time": 0.01213720699888654, "eta_seconds": 111136.53496453149, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.4231111111111111, "fast_rcnn/fg_cls_accuracy": 0.5735126859142607, "iteration": 73579, "loss_box_reg": 0.2222421313636005, "loss_cls": 0.22659756988286972, "loss_mask": 0.2640512874349952, "loss_rpn_cls": 0.045203910616692156, "loss_rpn_loc": 0.07717005971062463, "loss_sem_seg": 0.3701548553071916, "lr": 0.02, "mask_rcnn/accuracy": 0.8926442790230846, "mask_rcnn/false_negative": 0.09348435219382634, "mask_rcnn/false_positive": 0.134527396282486, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5725391289997788, "total_loss": 1.2078267794131534} {"data_time": 0.01225497950144927, "eta_seconds": 111059.96378920545, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.4117342982682864, "fast_rcnn/fg_cls_accuracy": 0.569551282051282, "iteration": 73599, "loss_box_reg": 0.22586677956860512, "loss_cls": 0.20441513787955046, "loss_mask": 0.26826812978833914, "loss_rpn_cls": 0.048391059768619016, "loss_rpn_loc": 0.07110020093386993, "loss_sem_seg": 0.36516906321048737, "lr": 0.02, "mask_rcnn/accuracy": 0.8859565843382808, "mask_rcnn/false_negative": 0.08776152110924448, "mask_rcnn/false_positive": 0.1548991367501371, "roi_head/num_bg_samples": 456.25, "roi_head/num_fg_samples": 55.75, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5529932145000203, "total_loss": 1.1659058264194755} {"data_time": 0.012356629002169939, "eta_seconds": 111061.3844805198, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.378858024691358, "fast_rcnn/fg_cls_accuracy": 0.5490822227809907, "iteration": 73619, "loss_box_reg": 0.25629225512966514, "loss_cls": 0.22842462977860123, "loss_mask": 0.2612967435270548, "loss_rpn_cls": 0.05128932185471058, "loss_rpn_loc": 0.08845839317655191, "loss_sem_seg": 0.3604225283488631, "lr": 0.02, "mask_rcnn/accuracy": 0.867392546893869, "mask_rcnn/false_negative": 0.10289025964931726, "mask_rcnn/false_positive": 0.15308273270224698, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5720975990006991, "total_loss": 1.2371093477122486} {"data_time": 0.013536428999941563, "eta_seconds": 110958.05105490584, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.40424460431654674, "fast_rcnn/fg_cls_accuracy": 0.5603030303030303, "iteration": 73639, "loss_box_reg": 0.23164021875709295, "loss_cls": 0.2322924854233861, "loss_mask": 0.2618595352396369, "loss_rpn_cls": 0.04338961646135431, "loss_rpn_loc": 0.061382206389680505, "loss_sem_seg": 0.3634332362562418, "lr": 0.02, "mask_rcnn/accuracy": 0.8925474196855776, "mask_rcnn/false_negative": 0.08682719161147107, "mask_rcnn/false_positive": 0.12072683751157748, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 235.25, "rpn/num_pos_anchors": 20.75, "time": 0.563581193502614, "total_loss": 1.222182676589} {"data_time": 0.01251256000250578, "eta_seconds": 110961.71836330391, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.3910606496119574, "fast_rcnn/fg_cls_accuracy": 0.5918077270965241, "iteration": 73659, "loss_box_reg": 0.24108575470745564, "loss_cls": 0.22967312298715115, "loss_mask": 0.27208665013313293, "loss_rpn_cls": 0.05356297449907288, "loss_rpn_loc": 0.08876048907404765, "loss_sem_seg": 0.4034069865010679, "lr": 0.02, "mask_rcnn/accuracy": 0.866195560391989, "mask_rcnn/false_negative": 0.10590661376472305, "mask_rcnn/false_positive": 0.16730539347187687, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5601276175002567, "total_loss": 1.2888051893678494} {"data_time": 0.012714392501948169, "eta_seconds": 110834.04966523666, "fast_rcnn/cls_accuracy": 0.9072265625, "fast_rcnn/false_negative": 0.3565499109841428, "fast_rcnn/fg_cls_accuracy": 0.6012498497776709, "iteration": 73679, "loss_box_reg": 0.22693126136437058, "loss_cls": 0.21356713003478944, "loss_mask": 0.25641552405431867, "loss_rpn_cls": 0.04772378457710147, "loss_rpn_loc": 0.07618051068857312, "loss_sem_seg": 0.3312350157648325, "lr": 0.02, "mask_rcnn/accuracy": 0.8861549382977008, "mask_rcnn/false_negative": 0.10020488651021361, "mask_rcnn/false_positive": 0.13366984937914664, "roi_head/num_bg_samples": 429.0, "roi_head/num_fg_samples": 83.0, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5606860264961142, "total_loss": 1.153368686693284} {"data_time": 0.01240299300479819, "eta_seconds": 110804.98703802997, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.3622448979591837, "fast_rcnn/fg_cls_accuracy": 0.6049470882295657, "iteration": 73699, "loss_box_reg": 0.22030809801071882, "loss_cls": 0.23869841685518622, "loss_mask": 0.2766727190464735, "loss_rpn_cls": 0.05347860336769372, "loss_rpn_loc": 0.0849487297818996, "loss_sem_seg": 0.3620875384658575, "lr": 0.02, "mask_rcnn/accuracy": 0.8758263600552685, "mask_rcnn/false_negative": 0.10426348960340423, "mask_rcnn/false_positive": 0.14802657670052044, "roi_head/num_bg_samples": 458.5, "roi_head/num_fg_samples": 53.5, "rpn/num_neg_anchors": 234.75, "rpn/num_pos_anchors": 21.25, "time": 0.5600501184999302, "total_loss": 1.2626708152383799} {"data_time": 0.012827540500438772, "eta_seconds": 110798.61595705095, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.3945475326072341, "fast_rcnn/fg_cls_accuracy": 0.5974988146040778, "iteration": 73719, "loss_box_reg": 0.25278151826933026, "loss_cls": 0.23236019536852837, "loss_mask": 0.26894122967496514, "loss_rpn_cls": 0.046878931229002774, "loss_rpn_loc": 0.0730732808005996, "loss_sem_seg": 0.3431050721555948, "lr": 0.02, "mask_rcnn/accuracy": 0.8915453537089293, "mask_rcnn/false_negative": 0.09180130068034668, "mask_rcnn/false_positive": 0.13920268801535943, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.5643020669995167, "total_loss": 1.2446966800780501} {"data_time": 0.011698706999595743, "eta_seconds": 110800.17635071649, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.4197827329902801, "fast_rcnn/fg_cls_accuracy": 0.48641639110419504, "iteration": 73739, "loss_box_reg": 0.25069574220106006, "loss_cls": 0.22687336057424545, "loss_mask": 0.2696510925889015, "loss_rpn_cls": 0.055051753523002844, "loss_rpn_loc": 0.08759720221860334, "loss_sem_seg": 0.34220591047778726, "lr": 0.02, "mask_rcnn/accuracy": 0.8911926181457431, "mask_rcnn/false_negative": 0.10108039511977303, "mask_rcnn/false_positive": 0.12326057612427016, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5640790030010976, "total_loss": 1.2402590769925155} {"data_time": 0.013058462500339374, "eta_seconds": 110801.83126427441, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.42033556825312945, "fast_rcnn/fg_cls_accuracy": 0.553390362321234, "iteration": 73759, "loss_box_reg": 0.22584994439966977, "loss_cls": 0.21440424490720034, "loss_mask": 0.2507182382978499, "loss_rpn_cls": 0.05138249997980893, "loss_rpn_loc": 0.06561042810790241, "loss_sem_seg": 0.36577219469472766, "lr": 0.02, "mask_rcnn/accuracy": 0.8904183201058201, "mask_rcnn/false_negative": 0.09972546040080983, "mask_rcnn/false_positive": 0.10873504413290003, "roi_head/num_bg_samples": 463.75, "roi_head/num_fg_samples": 48.25, "rpn/num_neg_anchors": 234.75, "rpn/num_pos_anchors": 21.25, "time": 0.5648760675030644, "total_loss": 1.1972932140342891} {"data_time": 0.012181672500446439, "eta_seconds": 110859.26926788325, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.3363327136811296, "fast_rcnn/fg_cls_accuracy": 0.6378603167369261, "iteration": 73779, "loss_box_reg": 0.23326487466692924, "loss_cls": 0.2276494144462049, "loss_mask": 0.26244139205664396, "loss_rpn_cls": 0.04913679254241288, "loss_rpn_loc": 0.0805621740873903, "loss_sem_seg": 0.33052640315145254, "lr": 0.02, "mask_rcnn/accuracy": 0.884984970526271, "mask_rcnn/false_negative": 0.1004276836771528, "mask_rcnn/false_positive": 0.13361020835276965, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 235.0, "rpn/num_pos_anchors": 21.0, "time": 0.5704625329999544, "total_loss": 1.174438406866102} {"data_time": 0.012694285498582758, "eta_seconds": 110847.96983823323, "fast_rcnn/cls_accuracy": 0.91259765625, "fast_rcnn/false_negative": 0.39392498930455866, "fast_rcnn/fg_cls_accuracy": 0.5554906289226508, "iteration": 73799, "loss_box_reg": 0.23402837244793773, "loss_cls": 0.23748783743940294, "loss_mask": 0.25345229357481003, "loss_rpn_cls": 0.04445160288014449, "loss_rpn_loc": 0.07743850612314418, "loss_sem_seg": 0.33378033293411136, "lr": 0.02, "mask_rcnn/accuracy": 0.8816997291153582, "mask_rcnn/false_negative": 0.10019832585469987, "mask_rcnn/false_positive": 0.137336722315894, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5710529380012304, "total_loss": 1.1859914512606338} {"data_time": 0.012886548498499906, "eta_seconds": 110777.38794363286, "fast_rcnn/cls_accuracy": 0.912109375, "fast_rcnn/false_negative": 0.36546354276601234, "fast_rcnn/fg_cls_accuracy": 0.564196467040069, "iteration": 73819, "loss_box_reg": 0.24073198228143156, "loss_cls": 0.2425641417503357, "loss_mask": 0.270071966573596, "loss_rpn_cls": 0.05301065284584183, "loss_rpn_loc": 0.09308039676398039, "loss_sem_seg": 0.3193880538456142, "lr": 0.02, "mask_rcnn/accuracy": 0.8801174935666667, "mask_rcnn/false_negative": 0.11487096293769042, "mask_rcnn/false_positive": 0.1401758071749652, "roi_head/num_bg_samples": 432.75, "roi_head/num_fg_samples": 79.25, "rpn/num_neg_anchors": 207.5, "rpn/num_pos_anchors": 48.5, "time": 0.5584264804965642, "total_loss": 1.2166727753647137} {"data_time": 0.012806288999854587, "eta_seconds": 110725.96197862974, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.3676229508196721, "fast_rcnn/fg_cls_accuracy": 0.6246031746031746, "iteration": 73839, "loss_box_reg": 0.23705774080008268, "loss_cls": 0.22054291237145662, "loss_mask": 0.2754035787656903, "loss_rpn_cls": 0.051371126144658774, "loss_rpn_loc": 0.06764756282791495, "loss_sem_seg": 0.32725711772218347, "lr": 0.02, "mask_rcnn/accuracy": 0.8895027759962433, "mask_rcnn/false_negative": 0.0915469397756621, "mask_rcnn/false_positive": 0.12798893246654225, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5568065805018705, "total_loss": 1.16387353267055} {"data_time": 0.01327695250074612, "eta_seconds": 110751.5901474749, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.3710328380113741, "fast_rcnn/fg_cls_accuracy": 0.5630699088145896, "iteration": 73859, "loss_box_reg": 0.2506878797430545, "loss_cls": 0.2338615469634533, "loss_mask": 0.2822129391133785, "loss_rpn_cls": 0.06387089268537238, "loss_rpn_loc": 0.09850517893210053, "loss_sem_seg": 0.35030006524175406, "lr": 0.02, "mask_rcnn/accuracy": 0.8835545157722232, "mask_rcnn/false_negative": 0.09969235573146452, "mask_rcnn/false_positive": 0.1588933974420863, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5692177714990976, "total_loss": 1.3240725812065648} {"data_time": 0.012891542501165532, "eta_seconds": 110816.40164617336, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.41606326219512196, "fast_rcnn/fg_cls_accuracy": 0.5502934628617688, "iteration": 73879, "loss_box_reg": 0.21736222738400102, "loss_cls": 0.21214409731328487, "loss_mask": 0.2674789843149483, "loss_rpn_cls": 0.04762780712917447, "loss_rpn_loc": 0.07584457821212709, "loss_sem_seg": 0.34557930752635, "lr": 0.02, "mask_rcnn/accuracy": 0.8847744832556466, "mask_rcnn/false_negative": 0.10715781637601857, "mask_rcnn/false_positive": 0.11101890058750996, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5763841025000147, "total_loss": 1.1840057811059523} {"data_time": 0.012808436498744413, "eta_seconds": 110732.21439963272, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.37660868096605304, "fast_rcnn/fg_cls_accuracy": 0.553494623655914, "iteration": 73899, "loss_box_reg": 0.2474589804187417, "loss_cls": 0.22493731905706227, "loss_mask": 0.270399815402925, "loss_rpn_cls": 0.04941727369441651, "loss_rpn_loc": 0.07600094133522362, "loss_sem_seg": 0.39422851614654064, "lr": 0.02, "mask_rcnn/accuracy": 0.8896432093547478, "mask_rcnn/false_negative": 0.10236743695702873, "mask_rcnn/false_positive": 0.11032930273536261, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5593873340003483, "total_loss": 1.244391014050052} {"data_time": 0.013077112998871598, "eta_seconds": 110744.74289438358, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.4097951024487756, "fast_rcnn/fg_cls_accuracy": 0.5400193137923199, "iteration": 73919, "loss_box_reg": 0.23499491345137358, "loss_cls": 0.23848062450997531, "loss_mask": 0.27170070353895426, "loss_rpn_cls": 0.050148845912190154, "loss_rpn_loc": 0.08934849279467016, "loss_sem_seg": 0.33132225880399346, "lr": 0.02, "mask_rcnn/accuracy": 0.8710340645033892, "mask_rcnn/false_negative": 0.11071338834913208, "mask_rcnn/false_positive": 0.14655029690724536, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 198.0, "rpn/num_pos_anchors": 58.0, "time": 0.5647856155010231, "total_loss": 1.2104060985147953} {"data_time": 0.013264235996757634, "eta_seconds": 110803.47693058367, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.3635493573967733, "fast_rcnn/fg_cls_accuracy": 0.5415534420289856, "iteration": 73939, "loss_box_reg": 0.2339466204866767, "loss_cls": 0.2377326595596969, "loss_mask": 0.27288232184946537, "loss_rpn_cls": 0.0451335064281011, "loss_rpn_loc": 0.07645784458145499, "loss_sem_seg": 0.3527399357408285, "lr": 0.02, "mask_rcnn/accuracy": 0.8760406642755081, "mask_rcnn/false_negative": 0.0971506534345351, "mask_rcnn/false_positive": 0.1537493373057338, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.56754022250243, "total_loss": 1.2368395341327414} {"data_time": 0.012596556003700243, "eta_seconds": 110722.1512627835, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3373679577464789, "fast_rcnn/fg_cls_accuracy": 0.6353224610822832, "iteration": 73959, "loss_box_reg": 0.24121515569277108, "loss_cls": 0.22044340404681861, "loss_mask": 0.2737392270937562, "loss_rpn_cls": 0.04654650136944838, "loss_rpn_loc": 0.08013088349252939, "loss_sem_seg": 0.33985577756538987, "lr": 0.02, "mask_rcnn/accuracy": 0.8790464910453977, "mask_rcnn/false_negative": 0.10303657469667334, "mask_rcnn/false_positive": 0.13933325494646012, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5511324229992169, "total_loss": 1.1850035766256042} {"data_time": 0.013803530000586761, "eta_seconds": 110646.93691922951, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3217917296761746, "fast_rcnn/fg_cls_accuracy": 0.6086647727272727, "iteration": 73979, "loss_box_reg": 0.24489060323685408, "loss_cls": 0.21550231939181685, "loss_mask": 0.26741768419742584, "loss_rpn_cls": 0.04484994729864411, "loss_rpn_loc": 0.07850513869198039, "loss_sem_seg": 0.3183762561529875, "lr": 0.02, "mask_rcnn/accuracy": 0.8803536098905582, "mask_rcnn/false_negative": 0.09518206964124659, "mask_rcnn/false_positive": 0.1469399817527257, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5540815265012498, "total_loss": 1.1940163774997927} {"data_time": 0.011663836499792524, "eta_seconds": 110672.53873741455, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.40474502317971095, "fast_rcnn/fg_cls_accuracy": 0.5870034542314335, "iteration": 73999, "loss_box_reg": 0.23464697133749723, "loss_cls": 0.21471495111472905, "loss_mask": 0.27090956130996346, "loss_rpn_cls": 0.03989914270641748, "loss_rpn_loc": 0.0748307681933511, "loss_sem_seg": 0.3109420221298933, "lr": 0.02, "mask_rcnn/accuracy": 0.8883173335123523, "mask_rcnn/false_negative": 0.10827013945130196, "mask_rcnn/false_positive": 0.12710776176975805, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.5710361960045702, "total_loss": 1.2064497743849643} {"data_time": 0.013441642000543652, "eta_seconds": 110624.35833082945, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.43051470588235297, "fast_rcnn/fg_cls_accuracy": 0.470497311827957, "iteration": 74019, "loss_box_reg": 0.2508797470945865, "loss_cls": 0.21864655148237944, "loss_mask": 0.2730214549228549, "loss_rpn_cls": 0.04750274121761322, "loss_rpn_loc": 0.07966924615902826, "loss_sem_seg": 0.3454432971775532, "lr": 0.02, "mask_rcnn/accuracy": 0.8861816418417183, "mask_rcnn/false_negative": 0.10244001160822394, "mask_rcnn/false_positive": 0.12204756209822334, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.564003285500803, "total_loss": 1.2396579872001894} {"data_time": 0.012656635000894312, "eta_seconds": 110599.46522817528, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3794447910168434, "fast_rcnn/fg_cls_accuracy": 0.6056841950754102, "iteration": 74039, "loss_box_reg": 0.24420371046289802, "loss_cls": 0.21493424428626895, "loss_mask": 0.2618407728150487, "loss_rpn_cls": 0.049436094355769455, "loss_rpn_loc": 0.08276842185296118, "loss_sem_seg": 0.31399831105954945, "lr": 0.02, "mask_rcnn/accuracy": 0.8848942986285424, "mask_rcnn/false_negative": 0.0989836754843912, "mask_rcnn/false_positive": 0.13563984846942906, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 208.5, "rpn/num_pos_anchors": 47.5, "time": 0.5582084255038353, "total_loss": 1.1990376594476402} {"data_time": 0.013357653500861488, "eta_seconds": 110601.77974242938, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.4340614886731392, "fast_rcnn/fg_cls_accuracy": 0.5165993353749918, "iteration": 74059, "loss_box_reg": 0.23174217203631997, "loss_cls": 0.21341551141813397, "loss_mask": 0.2648456525057554, "loss_rpn_cls": 0.04171654833771754, "loss_rpn_loc": 0.07262804260244593, "loss_sem_seg": 0.3385661030188203, "lr": 0.02, "mask_rcnn/accuracy": 0.8763119049214432, "mask_rcnn/false_negative": 0.10035024527288063, "mask_rcnn/false_positive": 0.13831104403114514, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.5706019414974435, "total_loss": 1.2117883879691362} {"data_time": 0.013383379497099668, "eta_seconds": 110590.49044822935, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.37847850435082275, "fast_rcnn/fg_cls_accuracy": 0.5755358747272494, "iteration": 74079, "loss_box_reg": 0.2475148201920092, "loss_cls": 0.21325291600078344, "loss_mask": 0.26015262119472027, "loss_rpn_cls": 0.03831516962964088, "loss_rpn_loc": 0.07184128602966666, "loss_sem_seg": 0.3202064554207027, "lr": 0.02, "mask_rcnn/accuracy": 0.8830702749704893, "mask_rcnn/false_negative": 0.1026114605790937, "mask_rcnn/false_positive": 0.1470733967190381, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5571652505022939, "total_loss": 1.1887135282886447} {"data_time": 0.011405772002035519, "eta_seconds": 110584.10984558993, "fast_rcnn/cls_accuracy": 0.89599609375, "fast_rcnn/false_negative": 0.38417332952598515, "fast_rcnn/fg_cls_accuracy": 0.5746138383410919, "iteration": 74099, "loss_box_reg": 0.24932345654815435, "loss_cls": 0.23612493043765426, "loss_mask": 0.26198663003742695, "loss_rpn_cls": 0.045140636852011085, "loss_rpn_loc": 0.08133841700328048, "loss_sem_seg": 0.35387912718579173, "lr": 0.02, "mask_rcnn/accuracy": 0.870347980437377, "mask_rcnn/false_negative": 0.10122069879612469, "mask_rcnn/false_positive": 0.13239061248274936, "roi_head/num_bg_samples": 426.25, "roi_head/num_fg_samples": 85.75, "rpn/num_neg_anchors": 205.75, "rpn/num_pos_anchors": 50.25, "time": 0.5586558975010121, "total_loss": 1.3036554520658683} {"data_time": 0.013872012998035643, "eta_seconds": 110631.78473638318, "fast_rcnn/cls_accuracy": 0.91259765625, "fast_rcnn/false_negative": 0.32298620382732535, "fast_rcnn/fg_cls_accuracy": 0.634700199516959, "iteration": 74119, "loss_box_reg": 0.24288188107311726, "loss_cls": 0.2301566102541983, "loss_mask": 0.26171797327697277, "loss_rpn_cls": 0.048847695579752326, "loss_rpn_loc": 0.09531780332326889, "loss_sem_seg": 0.3233364773914218, "lr": 0.02, "mask_rcnn/accuracy": 0.8792918202445356, "mask_rcnn/false_negative": 0.11006230151862406, "mask_rcnn/false_positive": 0.11378426070020167, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.5722057615021185, "total_loss": 1.2108040109742433} {"data_time": 0.013533346496842569, "eta_seconds": 110529.4242299243, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.47808930425752855, "fast_rcnn/fg_cls_accuracy": 0.5055555555555555, "iteration": 74139, "loss_box_reg": 0.22909779381006956, "loss_cls": 0.21448632376268506, "loss_mask": 0.24505316372960806, "loss_rpn_cls": 0.04975130278944562, "loss_rpn_loc": 0.06509378689224832, "loss_sem_seg": 0.32150911539793015, "lr": 0.02, "mask_rcnn/accuracy": 0.9015447845804989, "mask_rcnn/false_negative": 0.0804630770414256, "mask_rcnn/false_positive": 0.13651729701020238, "roi_head/num_bg_samples": 457.5, "roi_head/num_fg_samples": 54.5, "rpn/num_neg_anchors": 239.0, "rpn/num_pos_anchors": 17.0, "time": 0.5612864545037155, "total_loss": 1.1380974164057989} {"data_time": 0.013268706501548877, "eta_seconds": 110531.737793495, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.30880041906757466, "fast_rcnn/fg_cls_accuracy": 0.6696297384660594, "iteration": 74159, "loss_box_reg": 0.2478515305556357, "loss_cls": 0.22366987657733262, "loss_mask": 0.2648790692910552, "loss_rpn_cls": 0.0439082037191838, "loss_rpn_loc": 0.07622511481167749, "loss_sem_seg": 0.3203943809494376, "lr": 0.02, "mask_rcnn/accuracy": 0.8797105766648765, "mask_rcnn/false_negative": 0.10074173339936947, "mask_rcnn/false_positive": 0.12797717455548158, "roi_head/num_bg_samples": 432.5, "roi_head/num_fg_samples": 79.5, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.5676746300014202, "total_loss": 1.201087157765869} {"data_time": 0.012597961998835672, "eta_seconds": 110506.85119614424, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.329222972972973, "fast_rcnn/fg_cls_accuracy": 0.6201381832960781, "iteration": 74179, "loss_box_reg": 0.22179374028928578, "loss_cls": 0.21861971821635962, "loss_mask": 0.2609668797813356, "loss_rpn_cls": 0.04280246619600803, "loss_rpn_loc": 0.07890950702130795, "loss_sem_seg": 0.3959837965667248, "lr": 0.02, "mask_rcnn/accuracy": 0.8831178026156272, "mask_rcnn/false_negative": 0.09196535971957304, "mask_rcnn/false_positive": 0.12699718645297706, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5707921260000148, "total_loss": 1.2480567689053714} {"data_time": 0.012423902498994721, "eta_seconds": 110547.78901592006, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.3505974112180551, "fast_rcnn/fg_cls_accuracy": 0.6220940550133096, "iteration": 74199, "loss_box_reg": 0.22054407140240073, "loss_cls": 0.2180898655205965, "loss_mask": 0.2642090804874897, "loss_rpn_cls": 0.037989660384482704, "loss_rpn_loc": 0.07078771700616926, "loss_sem_seg": 0.3309143306687474, "lr": 0.02, "mask_rcnn/accuracy": 0.8809946343048556, "mask_rcnn/false_negative": 0.08521518173480766, "mask_rcnn/false_positive": 0.14243180707461164, "roi_head/num_bg_samples": 463.0, "roi_head/num_fg_samples": 49.0, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5695029069975135, "total_loss": 1.1600422262272332} {"data_time": 0.013047876000200631, "eta_seconds": 110630.30944831469, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.38172289363651984, "fast_rcnn/fg_cls_accuracy": 0.5378401631508508, "iteration": 74219, "loss_box_reg": 0.2218780117109418, "loss_cls": 0.22612204123288393, "loss_mask": 0.26762571185827255, "loss_rpn_cls": 0.04829539920319803, "loss_rpn_loc": 0.09238212919444777, "loss_sem_seg": 0.3471595495939255, "lr": 0.02, "mask_rcnn/accuracy": 0.8824691318533683, "mask_rcnn/false_negative": 0.10961374170337472, "mask_rcnn/false_positive": 0.13833530720278975, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.567863207499613, "total_loss": 1.193225040071411} {"data_time": 0.012942113000462996, "eta_seconds": 110629.01130168047, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.3303672430510666, "fast_rcnn/fg_cls_accuracy": 0.5953674948240166, "iteration": 74239, "loss_box_reg": 0.2403143122792244, "loss_cls": 0.22566914046183228, "loss_mask": 0.2607871824875474, "loss_rpn_cls": 0.0347153655893635, "loss_rpn_loc": 0.07969368726480752, "loss_sem_seg": 0.330243906006217, "lr": 0.02, "mask_rcnn/accuracy": 0.8905274160430696, "mask_rcnn/false_negative": 0.09596816218763762, "mask_rcnn/false_positive": 0.12121404166478489, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5681778489997669, "total_loss": 1.1843923646665644} {"data_time": 0.012752926999382908, "eta_seconds": 110607.7065788946, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.33465982028241337, "fast_rcnn/fg_cls_accuracy": 0.571089588377724, "iteration": 74259, "loss_box_reg": 0.25608790991827846, "loss_cls": 0.23580269934609532, "loss_mask": 0.2692228527739644, "loss_rpn_cls": 0.049066229606978595, "loss_rpn_loc": 0.08425300306407735, "loss_sem_seg": 0.3516245223581791, "lr": 0.02, "mask_rcnn/accuracy": 0.8689731977378392, "mask_rcnn/false_negative": 0.10931677071188772, "mask_rcnn/false_positive": 0.1539217449011423, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5728620179979771, "total_loss": 1.1838479864527471} {"data_time": 0.012740573500195751, "eta_seconds": 110596.40514418457, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3403954802259887, "fast_rcnn/fg_cls_accuracy": 0.5544604076177748, "iteration": 74279, "loss_box_reg": 0.2421816687565297, "loss_cls": 0.23272305284626782, "loss_mask": 0.25669747265055776, "loss_rpn_cls": 0.04455523076467216, "loss_rpn_loc": 0.07431049158913083, "loss_sem_seg": 0.3177046184428036, "lr": 0.02, "mask_rcnn/accuracy": 0.8812473525362703, "mask_rcnn/false_negative": 0.08932260224350123, "mask_rcnn/false_positive": 0.12948934660098185, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5622228020038165, "total_loss": 1.1576761592077673} {"data_time": 0.012170927999250125, "eta_seconds": 110690.89037442415, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.44389212057112637, "fast_rcnn/fg_cls_accuracy": 0.5016129032258064, "iteration": 74299, "loss_box_reg": 0.24074714444577694, "loss_cls": 0.22306323470547795, "loss_mask": 0.2703987695276737, "loss_rpn_cls": 0.04544203937985003, "loss_rpn_loc": 0.09684693056624383, "loss_sem_seg": 0.3473609401844442, "lr": 0.02, "mask_rcnn/accuracy": 0.8802549211173831, "mask_rcnn/false_negative": 0.09238765679699881, "mask_rcnn/false_positive": 0.11999380024635795, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5729709890001686, "total_loss": 1.221990589692723} {"data_time": 0.013387805000093067, "eta_seconds": 110627.06820749173, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.42288618894123486, "fast_rcnn/fg_cls_accuracy": 0.49060360716166407, "iteration": 74319, "loss_box_reg": 0.2518391846679151, "loss_cls": 0.22263035690411925, "loss_mask": 0.2557918792590499, "loss_rpn_cls": 0.046586795593611896, "loss_rpn_loc": 0.09241088485578075, "loss_sem_seg": 0.3175276922993362, "lr": 0.02, "mask_rcnn/accuracy": 0.8789159381200397, "mask_rcnn/false_negative": 0.09521621115342829, "mask_rcnn/false_positive": 0.14954163160907452, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5653439434972825, "total_loss": 1.2098131036618724} {"data_time": 0.01275046849696082, "eta_seconds": 110684.60406525432, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.3701102418207681, "fast_rcnn/fg_cls_accuracy": 0.5864566719829878, "iteration": 74339, "loss_box_reg": 0.24174250126816332, "loss_cls": 0.23734212340787053, "loss_mask": 0.253245335072279, "loss_rpn_cls": 0.04124542104545981, "loss_rpn_loc": 0.08060174994170666, "loss_sem_seg": 0.3523054150864482, "lr": 0.02, "mask_rcnn/accuracy": 0.8961785029816862, "mask_rcnn/false_negative": 0.08035907355091748, "mask_rcnn/false_positive": 0.1330283714242092, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.57441459850088, "total_loss": 1.2013693145709112} {"data_time": 0.012777183001162484, "eta_seconds": 110697.94521983889, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.2930857310628303, "fast_rcnn/fg_cls_accuracy": 0.6425347222222222, "iteration": 74359, "loss_box_reg": 0.2502778731286526, "loss_cls": 0.2367559322156012, "loss_mask": 0.25784183386713266, "loss_rpn_cls": 0.04482653347076848, "loss_rpn_loc": 0.07470764860045165, "loss_sem_seg": 0.3312146011739969, "lr": 0.02, "mask_rcnn/accuracy": 0.8978775199104032, "mask_rcnn/false_negative": 0.09203006523088228, "mask_rcnn/false_positive": 0.12814364859071525, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5715561055003491, "total_loss": 1.2467129861470312} {"data_time": 0.012489210999774514, "eta_seconds": 110677.55832640891, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3444630362032248, "fast_rcnn/fg_cls_accuracy": 0.5730743910467413, "iteration": 74379, "loss_box_reg": 0.2422358263283968, "loss_cls": 0.22484171693213284, "loss_mask": 0.25891257636249065, "loss_rpn_cls": 0.04567298659821972, "loss_rpn_loc": 0.07796154712559655, "loss_sem_seg": 0.34112749015912414, "lr": 0.02, "mask_rcnn/accuracy": 0.8846456188053539, "mask_rcnn/false_negative": 0.08879038184662903, "mask_rcnn/false_positive": 0.13137335235299008, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5618824835000851, "total_loss": 1.3023135260445997} {"data_time": 0.012917504500364885, "eta_seconds": 110659.31932408182, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.3366799509503372, "fast_rcnn/fg_cls_accuracy": 0.6222740202275601, "iteration": 74399, "loss_box_reg": 0.23582684947177768, "loss_cls": 0.21065295464359224, "loss_mask": 0.2627565059810877, "loss_rpn_cls": 0.038717562216334045, "loss_rpn_loc": 0.07026092772139236, "loss_sem_seg": 0.34156760247424245, "lr": 0.02, "mask_rcnn/accuracy": 0.8840206847826282, "mask_rcnn/false_negative": 0.09481894336485196, "mask_rcnn/false_positive": 0.12382768636327766, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5650564805036993, "total_loss": 1.203793031949317} {"data_time": 0.012492124998971121, "eta_seconds": 110666.5170475, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.4095878621744813, "fast_rcnn/fg_cls_accuracy": 0.5541312987586478, "iteration": 74419, "loss_box_reg": 0.24010373558849096, "loss_cls": 0.2256649350747466, "loss_mask": 0.26911967620253563, "loss_rpn_cls": 0.04837131540989503, "loss_rpn_loc": 0.09420211688848212, "loss_sem_seg": 0.3561426308006048, "lr": 0.02, "mask_rcnn/accuracy": 0.8963599368318755, "mask_rcnn/false_negative": 0.11139590168473233, "mask_rcnn/false_positive": 0.09448339756421223, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5785850720021699, "total_loss": 1.2319812163768802} {"data_time": 0.012161028502305271, "eta_seconds": 110663.66794882843, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3810663475601649, "fast_rcnn/fg_cls_accuracy": 0.5253496503496504, "iteration": 74439, "loss_box_reg": 0.2418970202561468, "loss_cls": 0.22194733447395265, "loss_mask": 0.25921723525971174, "loss_rpn_cls": 0.04844473187404219, "loss_rpn_loc": 0.0861652652383782, "loss_sem_seg": 0.36195948999375105, "lr": 0.02, "mask_rcnn/accuracy": 0.8798291552197802, "mask_rcnn/false_negative": 0.0863917134844083, "mask_rcnn/false_positive": 0.1357563739104607, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5713432269985788, "total_loss": 1.196746607485693} {"data_time": 0.013121085499733454, "eta_seconds": 110666.85024279475, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.3425287356321839, "fast_rcnn/fg_cls_accuracy": 0.59375, "iteration": 74459, "loss_box_reg": 0.23386823385953903, "loss_cls": 0.203397280536592, "loss_mask": 0.25839946791529655, "loss_rpn_cls": 0.04742587963119149, "loss_rpn_loc": 0.07446907773555722, "loss_sem_seg": 0.33564967196434736, "lr": 0.02, "mask_rcnn/accuracy": 0.8785126355229591, "mask_rcnn/false_negative": 0.10530837716774812, "mask_rcnn/false_positive": 0.150952772018388, "roi_head/num_bg_samples": 428.75, "roi_head/num_fg_samples": 83.25, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5594401409980492, "total_loss": 1.1241698687081225} {"data_time": 0.012323716997343581, "eta_seconds": 110666.1062463325, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.38180147058823527, "fast_rcnn/fg_cls_accuracy": 0.6129726890756303, "iteration": 74479, "loss_box_reg": 0.2365588794928044, "loss_cls": 0.2172884321771562, "loss_mask": 0.26137656159698963, "loss_rpn_cls": 0.045077999486238696, "loss_rpn_loc": 0.07989024912239984, "loss_sem_seg": 0.28221707371994853, "lr": 0.02, "mask_rcnn/accuracy": 0.8713404859551477, "mask_rcnn/false_negative": 0.10237604644117823, "mask_rcnn/false_positive": 0.1274915324531072, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5553063994993863, "total_loss": 1.1073612335312646} {"data_time": 0.012101655996957561, "eta_seconds": 110654.78612151253, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.34675925925925927, "fast_rcnn/fg_cls_accuracy": 0.6003986266294228, "iteration": 74499, "loss_box_reg": 0.2521945289336145, "loss_cls": 0.22123435721732676, "loss_mask": 0.2632198492065072, "loss_rpn_cls": 0.05246665369486436, "loss_rpn_loc": 0.08891511271940544, "loss_sem_seg": 0.34802111180033535, "lr": 0.02, "mask_rcnn/accuracy": 0.8966437652909521, "mask_rcnn/false_negative": 0.08924116450932121, "mask_rcnn/false_positive": 0.11646891529073006, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.5592012249981053, "total_loss": 1.2588675062870607} {"data_time": 0.013169801997719333, "eta_seconds": 110609.95058448939, "fast_rcnn/cls_accuracy": 0.93359375, "iteration": 74519, "loss_box_reg": 0.24842013884335756, "loss_cls": 0.21862136106938124, "loss_mask": 0.2659640135243535, "loss_rpn_cls": 0.05085021653212607, "loss_rpn_loc": 0.08895290305372328, "loss_sem_seg": 0.32818259205669165, "lr": 0.02, "roi_head/num_bg_samples": 457.5, "roi_head/num_fg_samples": 54.5, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5610816980006348, "total_loss": 1.2361518185934983} {"data_time": 0.013025078500504605, "eta_seconds": 110592.36760436143, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.36932876041156293, "fast_rcnn/fg_cls_accuracy": 0.5740365932642487, "iteration": 74539, "loss_box_reg": 0.2516854843124747, "loss_cls": 0.23561867768876255, "loss_mask": 0.27638315316289663, "loss_rpn_cls": 0.04705925669986755, "loss_rpn_loc": 0.07712903514038771, "loss_sem_seg": 0.33871565107256174, "lr": 0.02, "mask_rcnn/accuracy": 0.9024755289165325, "mask_rcnn/false_negative": 0.08766249224903802, "mask_rcnn/false_positive": 0.1042882815643887, "roi_head/num_bg_samples": 460.0, "roi_head/num_fg_samples": 52.0, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5629305274997023, "total_loss": 1.2365994367864914} {"data_time": 0.012541604501166148, "eta_seconds": 110568.80091624212, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3358754165598564, "fast_rcnn/fg_cls_accuracy": 0.60625, "iteration": 74559, "loss_box_reg": 0.2575264014303684, "loss_cls": 0.22572668781504035, "loss_mask": 0.26930977683514357, "loss_rpn_cls": 0.04666067750076763, "loss_rpn_loc": 0.08795687023666687, "loss_sem_seg": 0.3296576254069805, "lr": 0.02, "mask_rcnn/accuracy": 0.8774355373772824, "mask_rcnn/false_negative": 0.1211498677333896, "mask_rcnn/false_positive": 0.13417624601271566, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5739238585047133, "total_loss": 1.194022019597469} {"data_time": 0.012251711497810902, "eta_seconds": 110564.40323740884, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.3546869452006155, "fast_rcnn/fg_cls_accuracy": 0.5958674033149172, "iteration": 74579, "loss_box_reg": 0.23249244480393827, "loss_cls": 0.22575589176267385, "loss_mask": 0.2546382104046643, "loss_rpn_cls": 0.045360121759586036, "loss_rpn_loc": 0.0719839638331905, "loss_sem_seg": 0.3571120530832559, "lr": 0.02, "mask_rcnn/accuracy": 0.885176719770477, "mask_rcnn/false_negative": 0.08764813178605174, "mask_rcnn/false_positive": 0.12657396321838235, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5707552624990058, "total_loss": 1.2086405060545076} {"data_time": 0.013455248503305484, "eta_seconds": 110587.61694116496, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.2976293103448276, "fast_rcnn/fg_cls_accuracy": 0.6858323494687131, "iteration": 74599, "loss_box_reg": 0.25240266509354115, "loss_cls": 0.22698301263153553, "loss_mask": 0.2692592227831483, "loss_rpn_cls": 0.04496517626103014, "loss_rpn_loc": 0.08378154574893415, "loss_sem_seg": 0.3293529413640499, "lr": 0.02, "mask_rcnn/accuracy": 0.8960906977018684, "mask_rcnn/false_negative": 0.09552452979760236, "mask_rcnn/false_positive": 0.11831932794537095, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.572598120499606, "total_loss": 1.2046307753480505} {"data_time": 0.012302262002776843, "eta_seconds": 110576.29789807499, "fast_rcnn/cls_accuracy": 0.90576171875, "fast_rcnn/false_negative": 0.35813492063492064, "fast_rcnn/fg_cls_accuracy": 0.5524829826732673, "iteration": 74619, "loss_box_reg": 0.248777920845896, "loss_cls": 0.23285414837300777, "loss_mask": 0.26614553667604923, "loss_rpn_cls": 0.051557388505898416, "loss_rpn_loc": 0.08803351444657892, "loss_sem_seg": 0.34026333154179156, "lr": 0.02, "mask_rcnn/accuracy": 0.8926986184955983, "mask_rcnn/false_negative": 0.09679867790179421, "mask_rcnn/false_positive": 0.12251726714291741, "roi_head/num_bg_samples": 430.5, "roi_head/num_fg_samples": 81.5, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.5699657965051301, "total_loss": 1.2664708835800411} {"data_time": 0.01215272299668868, "eta_seconds": 110544.48675645178, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.36602870813397126, "fast_rcnn/fg_cls_accuracy": 0.5763586956521739, "iteration": 74639, "loss_box_reg": 0.22967384406365454, "loss_cls": 0.21516527910716832, "loss_mask": 0.26023572124540806, "loss_rpn_cls": 0.05136454675812274, "loss_rpn_loc": 0.08674775363761, "loss_sem_seg": 0.36938642617315054, "lr": 0.02, "mask_rcnn/accuracy": 0.8886234271315889, "mask_rcnn/false_negative": 0.10466542981122598, "mask_rcnn/false_positive": 0.11624237131794676, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5556806019994838, "total_loss": 1.249884806238697} {"data_time": 0.013105562997225206, "eta_seconds": 110564.22512295272, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.37053617371616754, "fast_rcnn/fg_cls_accuracy": 0.562521001344086, "iteration": 74659, "loss_box_reg": 0.2311510145664215, "loss_cls": 0.23589545581489801, "loss_mask": 0.2730792695656419, "loss_rpn_cls": 0.0483180121955229, "loss_rpn_loc": 0.07283899036701769, "loss_sem_seg": 0.38579774741083384, "lr": 0.02, "mask_rcnn/accuracy": 0.8934218450010667, "mask_rcnn/false_negative": 0.10507751748426075, "mask_rcnn/false_positive": 0.11793559179057653, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5751200949998747, "total_loss": 1.2749449850816745} {"data_time": 0.01296763200298301, "eta_seconds": 110598.06428836996, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.40431016156462585, "fast_rcnn/fg_cls_accuracy": 0.5645680147058824, "iteration": 74679, "loss_box_reg": 0.2310735648497939, "loss_cls": 0.2151698158122599, "loss_mask": 0.2748721782118082, "loss_rpn_cls": 0.04757334021269344, "loss_rpn_loc": 0.08174534293357283, "loss_sem_seg": 0.35159588884562254, "lr": 0.02, "mask_rcnn/accuracy": 0.8734286636341284, "mask_rcnn/false_negative": 0.10753008562681576, "mask_rcnn/false_positive": 0.15402005044469058, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.570157095502509, "total_loss": 1.2818636925076135} {"data_time": 0.01267974450456677, "eta_seconds": 110603.89712297657, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3564997804128239, "fast_rcnn/fg_cls_accuracy": 0.5372831303063861, "iteration": 74699, "loss_box_reg": 0.23322173487395048, "loss_cls": 0.22230288479477167, "loss_mask": 0.26725168712437153, "loss_rpn_cls": 0.04274453717516735, "loss_rpn_loc": 0.07149753603152931, "loss_sem_seg": 0.34253161028027534, "lr": 0.02, "mask_rcnn/accuracy": 0.8921904654825429, "mask_rcnn/false_negative": 0.09673951771377154, "mask_rcnn/false_positive": 0.12542146481406655, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5683218524973199, "total_loss": 1.191399526942405} {"data_time": 0.012873642503109295, "eta_seconds": 110592.57061700651, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.37302083333333336, "fast_rcnn/fg_cls_accuracy": 0.5635075720566682, "iteration": 74719, "loss_box_reg": 0.2555185630917549, "loss_cls": 0.23419860284775496, "loss_mask": 0.26952850352972746, "loss_rpn_cls": 0.04570314928423613, "loss_rpn_loc": 0.08764558448456228, "loss_sem_seg": 0.32364222407341003, "lr": 0.02, "mask_rcnn/accuracy": 0.8874868523374175, "mask_rcnn/false_negative": 0.08629603376700895, "mask_rcnn/false_positive": 0.17202799814934638, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5655176974978531, "total_loss": 1.25408374046674} {"data_time": 0.012107790498703253, "eta_seconds": 110580.10056460778, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.3784749034749035, "fast_rcnn/fg_cls_accuracy": 0.5221701795472287, "iteration": 74739, "loss_box_reg": 0.23262869426980615, "loss_cls": 0.22497966373339295, "loss_mask": 0.26579828606918454, "loss_rpn_cls": 0.045841837738407776, "loss_rpn_loc": 0.07657265894522425, "loss_sem_seg": 0.36720495764166117, "lr": 0.02, "mask_rcnn/accuracy": 0.8754434896078247, "mask_rcnn/false_negative": 0.09975063658005191, "mask_rcnn/false_positive": 0.15706989224031637, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.561988878500415, "total_loss": 1.2217323941295035} {"data_time": 0.012424824002664536, "eta_seconds": 110591.04082563077, "fast_rcnn/cls_accuracy": 0.91162109375, "fast_rcnn/false_negative": 0.38568294300729633, "fast_rcnn/fg_cls_accuracy": 0.587752808988764, "iteration": 74759, "loss_box_reg": 0.24054849008098245, "loss_cls": 0.2379424017854035, "loss_mask": 0.2603334290906787, "loss_rpn_cls": 0.04015913847251795, "loss_rpn_loc": 0.07666413389961235, "loss_sem_seg": 0.3244656331371516, "lr": 0.02, "mask_rcnn/accuracy": 0.8766633922233298, "mask_rcnn/false_negative": 0.1019362153399987, "mask_rcnn/false_positive": 0.12856476518712961, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5812518730017473, "total_loss": 1.1759979772905353} {"data_time": 0.012226809503772529, "eta_seconds": 110541.44054371968, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.35843634786380396, "fast_rcnn/fg_cls_accuracy": 0.6024820305480683, "iteration": 74779, "loss_box_reg": 0.24293459858745337, "loss_cls": 0.2270426102913916, "loss_mask": 0.2694573178887367, "loss_rpn_cls": 0.04911580902989954, "loss_rpn_loc": 0.07946589938364923, "loss_sem_seg": 0.3668470662087202, "lr": 0.02, "mask_rcnn/accuracy": 0.9006532156269333, "mask_rcnn/false_negative": 0.10986729398115665, "mask_rcnn/false_positive": 0.11842383221340318, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.5595619585001259, "total_loss": 1.26025459804805} {"data_time": 0.012019378500554012, "eta_seconds": 110511.01030172786, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.40326340326340326, "fast_rcnn/fg_cls_accuracy": 0.5494473102431835, "iteration": 74799, "loss_box_reg": 0.2502070739865303, "loss_cls": 0.23006835160776973, "loss_mask": 0.2686035633087158, "loss_rpn_cls": 0.053826685703825206, "loss_rpn_loc": 0.07525835843989626, "loss_sem_seg": 0.3268570676445961, "lr": 0.02, "mask_rcnn/accuracy": 0.8803468329777955, "mask_rcnn/false_negative": 0.11145878423907651, "mask_rcnn/false_positive": 0.11689593858601655, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5665600520005682, "total_loss": 1.1796112904557958} {"data_time": 0.013111343498167116, "eta_seconds": 110518.79104585957, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.40313697318007663, "fast_rcnn/fg_cls_accuracy": 0.5661429872495446, "iteration": 74819, "loss_box_reg": 0.26117107504978776, "loss_cls": 0.23516728030517697, "loss_mask": 0.2675737729296088, "loss_rpn_cls": 0.048993312171660364, "loss_rpn_loc": 0.09128656072425656, "loss_sem_seg": 0.31414763862267137, "lr": 0.02, "mask_rcnn/accuracy": 0.8761542044079137, "mask_rcnn/false_negative": 0.11279737037305683, "mask_rcnn/false_positive": 0.1254797471289011, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5536953840019123, "total_loss": 1.2253107508586254} {"data_time": 0.013503712500096299, "eta_seconds": 110507.46629692952, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.4233144621718991, "fast_rcnn/fg_cls_accuracy": 0.5509712392711941, "iteration": 74839, "loss_box_reg": 0.2265337365679443, "loss_cls": 0.21606184029951692, "loss_mask": 0.2602274790406227, "loss_rpn_cls": 0.04721696284832433, "loss_rpn_loc": 0.07117017410928383, "loss_sem_seg": 0.3306123074144125, "lr": 0.02, "mask_rcnn/accuracy": 0.8997202049617012, "mask_rcnn/false_negative": 0.08530031401873926, "mask_rcnn/false_positive": 0.10596392249685355, "roi_head/num_bg_samples": 471.0, "roi_head/num_fg_samples": 41.0, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.554325893499481, "total_loss": 1.202192478987854} {"data_time": 0.012004777003312483, "eta_seconds": 110468.28829191605, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.41925105485232067, "fast_rcnn/fg_cls_accuracy": 0.5580377189043557, "iteration": 74859, "loss_box_reg": 0.22563140466809273, "loss_cls": 0.2176686553284526, "loss_mask": 0.26069200737401843, "loss_rpn_cls": 0.04844167391274823, "loss_rpn_loc": 0.07070359168574214, "loss_sem_seg": 0.3166593173518777, "lr": 0.02, "mask_rcnn/accuracy": 0.8701965873374666, "mask_rcnn/false_negative": 0.09817784731147533, "mask_rcnn/false_positive": 0.1420280798708907, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.5563249514998461, "total_loss": 1.1964663585240487} {"data_time": 0.011809982999693602, "eta_seconds": 110414.68162794909, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.34693484481620074, "fast_rcnn/fg_cls_accuracy": 0.6206779661016949, "iteration": 74879, "loss_box_reg": 0.2381586362607777, "loss_cls": 0.2247779006138444, "loss_mask": 0.2583975037559867, "loss_rpn_cls": 0.04629692790331319, "loss_rpn_loc": 0.07831801718566567, "loss_sem_seg": 0.2920156866312027, "lr": 0.02, "mask_rcnn/accuracy": 0.8833712170765742, "mask_rcnn/false_negative": 0.09156078762495728, "mask_rcnn/false_positive": 0.1569917681247638, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5593518364985357, "total_loss": 1.147526898785145} {"data_time": 0.012497955998696852, "eta_seconds": 110440.12616929438, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.451429953768412, "fast_rcnn/fg_cls_accuracy": 0.4920019947063562, "iteration": 74899, "loss_box_reg": 0.24506842624396086, "loss_cls": 0.2261868871282786, "loss_mask": 0.26352714747190475, "loss_rpn_cls": 0.05340628931298852, "loss_rpn_loc": 0.08474413788644597, "loss_sem_seg": 0.3299698270857334, "lr": 0.02, "mask_rcnn/accuracy": 0.8820348519102796, "mask_rcnn/false_negative": 0.08069866576385705, "mask_rcnn/false_positive": 0.1719367982524848, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5675412409982528, "total_loss": 1.2097267031494994} {"data_time": 0.013722843996220035, "eta_seconds": 110428.80484073437, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.45245098039215687, "fast_rcnn/fg_cls_accuracy": 0.5346153846153847, "iteration": 74919, "loss_box_reg": 0.21800057357177138, "loss_cls": 0.23654312966391444, "loss_mask": 0.25256322696805, "loss_rpn_cls": 0.04485849637421779, "loss_rpn_loc": 0.07607482571620494, "loss_sem_seg": 0.2997627048753202, "lr": 0.02, "mask_rcnn/accuracy": 0.8798317541302235, "mask_rcnn/false_negative": 0.11042742844212805, "mask_rcnn/false_positive": 0.12813393057493325, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5671694100019522, "total_loss": 1.1651911459048279} {"data_time": 0.011939890497160377, "eta_seconds": 110423.00071491607, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.38819444444444445, "fast_rcnn/fg_cls_accuracy": 0.5718390804597702, "iteration": 74939, "loss_box_reg": 0.2263681385666132, "loss_cls": 0.22352261515334249, "loss_mask": 0.24836718570441008, "loss_rpn_cls": 0.04432345902023371, "loss_rpn_loc": 0.07559093233430758, "loss_sem_seg": 0.3649634439498186, "lr": 0.02, "mask_rcnn/accuracy": 0.8801915503043323, "mask_rcnn/false_negative": 0.11581807333588562, "mask_rcnn/false_positive": 0.12632042277559768, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5703274864972627, "total_loss": 1.1919454114686232} {"data_time": 0.012408890997903654, "eta_seconds": 110455.5102873675, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.33001143351565154, "fast_rcnn/fg_cls_accuracy": 0.6420382559253422, "iteration": 74959, "loss_box_reg": 0.23154076049104333, "loss_cls": 0.22040314134210348, "loss_mask": 0.26119598653167486, "loss_rpn_cls": 0.04963172420684714, "loss_rpn_loc": 0.08117775141727179, "loss_sem_seg": 0.36457026191055775, "lr": 0.02, "mask_rcnn/accuracy": 0.8853163086682987, "mask_rcnn/false_negative": 0.0992160965868738, "mask_rcnn/false_positive": 0.12966640188269607, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5637696804988082, "total_loss": 1.206876095966436} {"data_time": 0.01248377750016516, "eta_seconds": 110471.31190363361, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3639865190178142, "fast_rcnn/fg_cls_accuracy": 0.5970476564545693, "iteration": 74979, "loss_box_reg": 0.23749307286925614, "loss_cls": 0.22239445196464658, "loss_mask": 0.263875980861485, "loss_rpn_cls": 0.0448241209378466, "loss_rpn_loc": 0.07414075848646462, "loss_sem_seg": 0.30882558273151517, "lr": 0.02, "mask_rcnn/accuracy": 0.8827411705210213, "mask_rcnn/false_negative": 0.10212893272503451, "mask_rcnn/false_positive": 0.11425879267028352, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5694513694979833, "total_loss": 1.1948611642583273} {"data_time": 0.012755252500937786, "eta_seconds": 110483.13071736321, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3513057511737089, "fast_rcnn/fg_cls_accuracy": 0.6066843047233679, "iteration": 74999, "loss_box_reg": 0.2551822289824486, "loss_cls": 0.23789091687649488, "loss_mask": 0.27435403503477573, "loss_rpn_cls": 0.04532459960319102, "loss_rpn_loc": 0.08482462297251914, "loss_sem_seg": 0.3318988257087767, "lr": 0.02, "mask_rcnn/accuracy": 0.8898661521570653, "mask_rcnn/false_negative": 0.0895261112197514, "mask_rcnn/false_positive": 0.11246253308502988, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5735034249992168, "total_loss": 1.2217529310146347} {"data_time": 0.012560807001136709, "eta_seconds": 110440.43014149417, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.4171717171717172, "fast_rcnn/fg_cls_accuracy": 0.5828282828282828, "iteration": 75019, "loss_box_reg": 0.22548330668359995, "loss_cls": 0.20587698556482792, "loss_mask": 0.2650755001232028, "loss_rpn_cls": 0.049638140888419, "loss_rpn_loc": 0.0664889344770927, "loss_sem_seg": 0.334782094694674, "lr": 0.02, "mask_rcnn/accuracy": 0.8768117592533908, "mask_rcnn/false_negative": 0.105642239256175, "mask_rcnn/false_positive": 0.12098591503709333, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 236.5, "rpn/num_pos_anchors": 19.5, "time": 0.5571006015015882, "total_loss": 1.178079403587617} {"data_time": 0.014327887496619951, "eta_seconds": 110460.46762728319, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.3457929167606587, "fast_rcnn/fg_cls_accuracy": 0.5942476877960748, "iteration": 75039, "loss_box_reg": 0.2362194648012519, "loss_cls": 0.22003734298050404, "loss_mask": 0.26862821774557233, "loss_rpn_cls": 0.05065165730775334, "loss_rpn_loc": 0.0736098918132484, "loss_sem_seg": 0.33993262331932783, "lr": 0.02, "mask_rcnn/accuracy": 0.898642042767468, "mask_rcnn/false_negative": 0.08072957361009131, "mask_rcnn/false_positive": 0.11018486400193686, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5702364500029944, "total_loss": 1.1996810596901923} {"data_time": 0.012027614000544418, "eta_seconds": 110441.18541315728, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3843350383631714, "fast_rcnn/fg_cls_accuracy": 0.5640365923384791, "iteration": 75059, "loss_box_reg": 0.22855613252613693, "loss_cls": 0.2277076318860054, "loss_mask": 0.25904118455946445, "loss_rpn_cls": 0.04074104837491177, "loss_rpn_loc": 0.07293812761781737, "loss_sem_seg": 0.33361621340736747, "lr": 0.02, "mask_rcnn/accuracy": 0.8922995122667927, "mask_rcnn/false_negative": 0.08835840828464642, "mask_rcnn/false_positive": 0.13090476938194184, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5599006385018583, "total_loss": 1.1944382726214826} {"data_time": 0.012850126000557793, "eta_seconds": 110437.80453720316, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3559577677224736, "fast_rcnn/fg_cls_accuracy": 0.6210479661183886, "iteration": 75079, "loss_box_reg": 0.2573682125657797, "loss_cls": 0.23581331642344594, "loss_mask": 0.2527992846444249, "loss_rpn_cls": 0.041066646052058786, "loss_rpn_loc": 0.07253941017552279, "loss_sem_seg": 0.32910227216780186, "lr": 0.02, "mask_rcnn/accuracy": 0.8927247090242347, "mask_rcnn/false_negative": 0.10848445997243249, "mask_rcnn/false_positive": 0.11034244473425495, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5657653314992785, "total_loss": 1.1494382473174483} {"data_time": 0.01208436250090017, "eta_seconds": 110431.90293438657, "fast_rcnn/cls_accuracy": 0.9033203125, "fast_rcnn/false_negative": 0.3876030363712569, "fast_rcnn/fg_cls_accuracy": 0.5700371057513914, "iteration": 75099, "loss_box_reg": 0.24294247943907976, "loss_cls": 0.23357607144862413, "loss_mask": 0.25501084327697754, "loss_rpn_cls": 0.047932991379639134, "loss_rpn_loc": 0.08228724065702409, "loss_sem_seg": 0.35004356666468084, "lr": 0.02, "mask_rcnn/accuracy": 0.8809614233089308, "mask_rcnn/false_negative": 0.10175093201967943, "mask_rcnn/false_positive": 0.14063466441170847, "roi_head/num_bg_samples": 429.75, "roi_head/num_fg_samples": 82.25, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.5581514419973246, "total_loss": 1.2054908313730266} {"data_time": 0.012144922999141272, "eta_seconds": 110407.19322513737, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.3680784442979565, "fast_rcnn/fg_cls_accuracy": 0.6034197462768891, "iteration": 75119, "loss_box_reg": 0.24976281623821706, "loss_cls": 0.2327866991981864, "loss_mask": 0.26868750154972076, "loss_rpn_cls": 0.05833492672536522, "loss_rpn_loc": 0.07931980077410117, "loss_sem_seg": 0.3617011313326657, "lr": 0.02, "mask_rcnn/accuracy": 0.8703722314493342, "mask_rcnn/false_negative": 0.11203982964835871, "mask_rcnn/false_positive": 0.14460338921104482, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.563331534001918, "total_loss": 1.2226492894260446} {"data_time": 0.012037660500936909, "eta_seconds": 110409.23872990647, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3864984699931306, "fast_rcnn/fg_cls_accuracy": 0.6060388434397053, "iteration": 75139, "loss_box_reg": 0.2392430636100471, "loss_cls": 0.23125106189399958, "loss_mask": 0.2725575566291809, "loss_rpn_cls": 0.04476422200968955, "loss_rpn_loc": 0.07585500972345471, "loss_sem_seg": 0.3299623695202172, "lr": 0.02, "mask_rcnn/accuracy": 0.8800597149481555, "mask_rcnn/false_negative": 0.08936127286201259, "mask_rcnn/false_positive": 0.15179575239227167, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.56998057200326, "total_loss": 1.188822558906395} {"data_time": 0.012144082997110672, "eta_seconds": 110361.13184976416, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.37054593004249753, "fast_rcnn/fg_cls_accuracy": 0.5916587876877824, "iteration": 75159, "loss_box_reg": 0.22887004702351987, "loss_cls": 0.2264566677622497, "loss_mask": 0.26252165623009205, "loss_rpn_cls": 0.04620285183773376, "loss_rpn_loc": 0.07032145094126463, "loss_sem_seg": 0.3083756794221699, "lr": 0.02, "mask_rcnn/accuracy": 0.884863208790142, "mask_rcnn/false_negative": 0.10364029989916938, "mask_rcnn/false_positive": 0.1288794113353639, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.5581400564988144, "total_loss": 1.2063702443265356} {"data_time": 0.013307029501447687, "eta_seconds": 110349.80352237416, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.40428598885258504, "fast_rcnn/fg_cls_accuracy": 0.5277724389775129, "iteration": 75179, "loss_box_reg": 0.25073249265551567, "loss_cls": 0.23198455618694425, "loss_mask": 0.26615361776202917, "loss_rpn_cls": 0.04859002149896696, "loss_rpn_loc": 0.07767477398738265, "loss_sem_seg": 0.36034434428438544, "lr": 0.02, "mask_rcnn/accuracy": 0.8684567905286028, "mask_rcnn/false_negative": 0.11567522745160735, "mask_rcnn/false_positive": 0.1250284806175573, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5803931089976686, "total_loss": 1.2680127531930339} {"data_time": 0.012636499501240905, "eta_seconds": 110304.76166862628, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.35555555555555557, "fast_rcnn/fg_cls_accuracy": 0.6444444444444445, "iteration": 75199, "loss_box_reg": 0.2620236435905099, "loss_cls": 0.21937311999499798, "loss_mask": 0.2643222538754344, "loss_rpn_cls": 0.05176005800603889, "loss_rpn_loc": 0.08579513302538544, "loss_sem_seg": 0.3497539032250643, "lr": 0.02, "mask_rcnn/accuracy": 0.894321573712973, "mask_rcnn/false_negative": 0.0825471324149158, "mask_rcnn/false_positive": 0.1190368084174522, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5659153685046476, "total_loss": 1.2233508081990294} {"data_time": 0.012549281000246992, "eta_seconds": 110342.33462355958, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.36696428571428574, "fast_rcnn/fg_cls_accuracy": 0.594047619047619, "iteration": 75219, "loss_box_reg": 0.24464991700369865, "loss_cls": 0.23250131169334054, "loss_mask": 0.2532408069819212, "loss_rpn_cls": 0.043058408205979504, "loss_rpn_loc": 0.07167538889916614, "loss_sem_seg": 0.3124902700074017, "lr": 0.02, "mask_rcnn/accuracy": 0.8861540893246433, "mask_rcnn/false_negative": 0.09941171053639208, "mask_rcnn/false_positive": 0.13184718992924613, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5719712174977758, "total_loss": 1.1638661933247931} {"data_time": 0.013395470999967074, "eta_seconds": 110314.50984373246, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.3720814291649356, "fast_rcnn/fg_cls_accuracy": 0.5549930651872399, "iteration": 75239, "loss_box_reg": 0.25189099879935384, "loss_cls": 0.22379659488797188, "loss_mask": 0.27199086733162403, "loss_rpn_cls": 0.04921363526955247, "loss_rpn_loc": 0.07220087668974884, "loss_sem_seg": 0.33380154287442565, "lr": 0.02, "mask_rcnn/accuracy": 0.8709677250006491, "mask_rcnn/false_negative": 0.11121815604020498, "mask_rcnn/false_positive": 0.12882982751733377, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5666774319979595, "total_loss": 1.204582715203287} {"data_time": 0.011492704001284437, "eta_seconds": 110241.70707763897, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.318055081370206, "fast_rcnn/fg_cls_accuracy": 0.607093265447813, "iteration": 75259, "loss_box_reg": 0.24183882400393486, "loss_cls": 0.2325688786804676, "loss_mask": 0.25780726596713066, "loss_rpn_cls": 0.043818878795718774, "loss_rpn_loc": 0.07297654010471888, "loss_sem_seg": 0.3311868938617408, "lr": 0.02, "mask_rcnn/accuracy": 0.8875062876705907, "mask_rcnn/false_negative": 0.09618161660146402, "mask_rcnn/false_positive": 0.1170128190838334, "roi_head/num_bg_samples": 456.25, "roi_head/num_fg_samples": 55.75, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.5551497689993994, "total_loss": 1.2062863194587408} {"data_time": 0.013052369002252817, "eta_seconds": 110239.26330788649, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.40101809954751133, "fast_rcnn/fg_cls_accuracy": 0.5528273809523809, "iteration": 75279, "loss_box_reg": 0.2460295781493187, "loss_cls": 0.23107881098985672, "loss_mask": 0.2612493624910712, "loss_rpn_cls": 0.05092014017282054, "loss_rpn_loc": 0.07288805046118796, "loss_sem_seg": 0.35378027567639947, "lr": 0.02, "mask_rcnn/accuracy": 0.8867995849014269, "mask_rcnn/false_negative": 0.08771642348116847, "mask_rcnn/false_positive": 0.1430247898577813, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5615775339974789, "total_loss": 1.2533869230101118} {"data_time": 0.01348342299752403, "eta_seconds": 110227.94051647643, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.35185185185185186, "fast_rcnn/fg_cls_accuracy": 0.6069940476190476, "iteration": 75299, "loss_box_reg": 0.2523096282966435, "loss_cls": 0.2237131071742624, "loss_mask": 0.27064944664016366, "loss_rpn_cls": 0.046480579243507236, "loss_rpn_loc": 0.08217454218538478, "loss_sem_seg": 0.3451184299774468, "lr": 0.02, "mask_rcnn/accuracy": 0.8673539356218678, "mask_rcnn/false_negative": 0.10548479051320968, "mask_rcnn/false_positive": 0.14565808421675386, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 235.75, "rpn/num_pos_anchors": 20.25, "time": 0.5690869249992829, "total_loss": 1.248131484760961} {"data_time": 0.01188062749861274, "eta_seconds": 110236.81247226571, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.35883560764854344, "fast_rcnn/fg_cls_accuracy": 0.6211111111111112, "iteration": 75319, "loss_box_reg": 0.25198675389401615, "loss_cls": 0.22897736250888556, "loss_mask": 0.27278469782322645, "loss_rpn_cls": 0.053920005448162556, "loss_rpn_loc": 0.09002577805949841, "loss_sem_seg": 0.3137267353013158, "lr": 0.02, "mask_rcnn/accuracy": 0.8775735942733229, "mask_rcnn/false_negative": 0.09002504730038824, "mask_rcnn/false_positive": 0.11484564259483865, "roi_head/num_bg_samples": 456.25, "roi_head/num_fg_samples": 55.75, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5655779144981352, "total_loss": 1.2380063213640824} {"data_time": 0.011540350500581553, "eta_seconds": 110102.20587402483, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.4050578327922078, "fast_rcnn/fg_cls_accuracy": 0.5949421672077921, "iteration": 75339, "loss_box_reg": 0.2416419293731451, "loss_cls": 0.21953225578181446, "loss_mask": 0.2689071735367179, "loss_rpn_cls": 0.044626192131545395, "loss_rpn_loc": 0.08445737813599408, "loss_sem_seg": 0.3715751061681658, "lr": 0.02, "mask_rcnn/accuracy": 0.8759744581062239, "mask_rcnn/false_negative": 0.09703336368770141, "mask_rcnn/false_positive": 0.13298692478501353, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5605173795011069, "total_loss": 1.226479621429462} {"data_time": 0.013063363498076797, "eta_seconds": 110080.84163490427, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3509316770186336, "fast_rcnn/fg_cls_accuracy": 0.6010655386592418, "iteration": 75359, "loss_box_reg": 0.2512937979772687, "loss_cls": 0.24382125469855964, "loss_mask": 0.2629633629694581, "loss_rpn_cls": 0.04741650045616552, "loss_rpn_loc": 0.08275116223376244, "loss_sem_seg": 0.35551775293424726, "lr": 0.02, "mask_rcnn/accuracy": 0.887431786503261, "mask_rcnn/false_negative": 0.10942450720958308, "mask_rcnn/false_positive": 0.132578158601925, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5717531849986699, "total_loss": 1.3232540421304293} {"data_time": 0.01310156450199429, "eta_seconds": 110125.31760411894, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3165019045891529, "fast_rcnn/fg_cls_accuracy": 0.6619268522253596, "iteration": 75379, "loss_box_reg": 0.21588811581023037, "loss_cls": 0.19908233266323805, "loss_mask": 0.2563195927068591, "loss_rpn_cls": 0.04533624724717811, "loss_rpn_loc": 0.06899067932681646, "loss_sem_seg": 0.34384631691500545, "lr": 0.02, "mask_rcnn/accuracy": 0.8818497350863422, "mask_rcnn/false_negative": 0.10002814963878365, "mask_rcnn/false_positive": 0.13917926912026954, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.571645484000328, "total_loss": 1.197961173078511} {"data_time": 0.013178722001612186, "eta_seconds": 110058.21930114419, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.3182379943502825, "fast_rcnn/fg_cls_accuracy": 0.6424380704041721, "iteration": 75399, "loss_box_reg": 0.2227670473512262, "loss_cls": 0.21024681767448783, "loss_mask": 0.2654413990676403, "loss_rpn_cls": 0.051898146455641836, "loss_rpn_loc": 0.07071685686241835, "loss_sem_seg": 0.3350220222491771, "lr": 0.02, "mask_rcnn/accuracy": 0.8930907277180784, "mask_rcnn/false_negative": 0.10567516161866417, "mask_rcnn/false_positive": 0.12965681988028796, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.554112169000291, "total_loss": 1.1889871119929012} {"data_time": 0.012762889004079625, "eta_seconds": 110014.04447260709, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.32785087719298245, "fast_rcnn/fg_cls_accuracy": 0.6234491634491635, "iteration": 75419, "loss_box_reg": 0.21785542322322726, "loss_cls": 0.2185655243229121, "loss_mask": 0.2614152077585459, "loss_rpn_cls": 0.03914916734720464, "loss_rpn_loc": 0.06887773823109455, "loss_sem_seg": 0.3795903716236353, "lr": 0.02, "mask_rcnn/accuracy": 0.8968678616676209, "mask_rcnn/false_negative": 0.08309518127854507, "mask_rcnn/false_positive": 0.12992755153881336, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5599556820016005, "total_loss": 1.1908493152877782} {"data_time": 0.013120099498337368, "eta_seconds": 109994.55675608986, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3615942028985507, "fast_rcnn/fg_cls_accuracy": 0.5889647104698772, "iteration": 75439, "loss_box_reg": 0.24027846287935972, "loss_cls": 0.21883051854092628, "loss_mask": 0.2585019813850522, "loss_rpn_cls": 0.04597141544218175, "loss_rpn_loc": 0.07303162897005677, "loss_sem_seg": 0.35578021267428994, "lr": 0.02, "mask_rcnn/accuracy": 0.8823333023728597, "mask_rcnn/false_negative": 0.1081812995254506, "mask_rcnn/false_positive": 0.13464869538186708, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5694194115021673, "total_loss": 1.2342507559806108} {"data_time": 0.012784043497958919, "eta_seconds": 109982.36095024185, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3719887955182073, "fast_rcnn/fg_cls_accuracy": 0.592687074829932, "iteration": 75459, "loss_box_reg": 0.23273512162268162, "loss_cls": 0.21484178892569616, "loss_mask": 0.2760386262089014, "loss_rpn_cls": 0.04784737533191219, "loss_rpn_loc": 0.08215473491873126, "loss_sem_seg": 0.3461439050734043, "lr": 0.02, "mask_rcnn/accuracy": 0.8845318319480773, "mask_rcnn/false_negative": 0.09664443112075327, "mask_rcnn/false_positive": 0.1309188918921288, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.5621060640041833, "total_loss": 1.2165440630342346} {"data_time": 0.012704177002888173, "eta_seconds": 109971.94285982985, "fast_rcnn/cls_accuracy": 0.90380859375, "fast_rcnn/false_negative": 0.30827625570776257, "fast_rcnn/fg_cls_accuracy": 0.6433333333333333, "iteration": 75479, "loss_box_reg": 0.24898360634688288, "loss_cls": 0.22505144076421857, "loss_mask": 0.25577094312757254, "loss_rpn_cls": 0.04641962991445325, "loss_rpn_loc": 0.07754221180221066, "loss_sem_seg": 0.3400235893204808, "lr": 0.02, "mask_rcnn/accuracy": 0.8915536422902495, "mask_rcnn/false_negative": 0.09526189384664505, "mask_rcnn/false_positive": 0.13126100490402487, "roi_head/num_bg_samples": 422.0, "roi_head/num_fg_samples": 90.0, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.5639137525031401, "total_loss": 1.2327795692835934} {"data_time": 0.012734007999824826, "eta_seconds": 109936.97175262787, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.3440972222222222, "fast_rcnn/fg_cls_accuracy": 0.5398989898989899, "iteration": 75499, "loss_box_reg": 0.22156133642420173, "loss_cls": 0.21400700975209475, "loss_mask": 0.26685312949121, "loss_rpn_cls": 0.04215254986775108, "loss_rpn_loc": 0.07760827394668013, "loss_sem_seg": 0.31191110284999013, "lr": 0.02, "mask_rcnn/accuracy": 0.8888292000038651, "mask_rcnn/false_negative": 0.10138757876693719, "mask_rcnn/false_positive": 0.11339858868543785, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5522168739989866, "total_loss": 1.1261636015260592} {"data_time": 0.01290043799963314, "eta_seconds": 109938.56881632283, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.43941191983122363, "fast_rcnn/fg_cls_accuracy": 0.5366808412447257, "iteration": 75519, "loss_box_reg": 0.2444496201351285, "loss_cls": 0.24289173632860184, "loss_mask": 0.2656533056870103, "loss_rpn_cls": 0.04733085029874928, "loss_rpn_loc": 0.08712400539661758, "loss_sem_seg": 0.32152430922724307, "lr": 0.02, "mask_rcnn/accuracy": 0.8879838144475402, "mask_rcnn/false_negative": 0.11165270323914546, "mask_rcnn/false_positive": 0.11674748657131961, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5647045370023989, "total_loss": 1.2216312997916248} {"data_time": 0.012892270002339501, "eta_seconds": 109938.02201543984, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.3302173913043478, "fast_rcnn/fg_cls_accuracy": 0.6021978021978022, "iteration": 75539, "loss_box_reg": 0.22585402394179255, "loss_cls": 0.21783866523765028, "loss_mask": 0.25597767625004053, "loss_rpn_cls": 0.04370210791239515, "loss_rpn_loc": 0.07279259321512654, "loss_sem_seg": 0.3157168091274798, "lr": 0.02, "mask_rcnn/accuracy": 0.8918485449735449, "mask_rcnn/false_negative": 0.10519097919271686, "mask_rcnn/false_positive": 0.11697301201940664, "roi_head/num_bg_samples": 458.25, "roi_head/num_fg_samples": 53.75, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5642035694945662, "total_loss": 1.1845124578831019} {"data_time": 0.013001089999306714, "eta_seconds": 109883.3486000568, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.3928571428571429, "fast_rcnn/fg_cls_accuracy": 0.5993431855500821, "iteration": 75559, "loss_box_reg": 0.21951057552359998, "loss_cls": 0.2079999560955912, "loss_mask": 0.2602858617901802, "loss_rpn_cls": 0.04258125884734909, "loss_rpn_loc": 0.06718887394526973, "loss_sem_seg": 0.3577151959761977, "lr": 0.02, "mask_rcnn/accuracy": 0.889789532884049, "mask_rcnn/false_negative": 0.07891263044462, "mask_rcnn/false_positive": 0.11544058652259725, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 0.5545615629962413, "total_loss": 1.1754671710950788} {"data_time": 0.012634129001526162, "eta_seconds": 109872.04611255672, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.3751234933807548, "fast_rcnn/fg_cls_accuracy": 0.5876712328767123, "iteration": 75579, "loss_box_reg": 0.22471945779398084, "loss_cls": 0.21991407522000372, "loss_mask": 0.26581534184515476, "loss_rpn_cls": 0.04557087610010058, "loss_rpn_loc": 0.0735864745802246, "loss_sem_seg": 0.3025461009237915, "lr": 0.02, "mask_rcnn/accuracy": 0.8952318427370949, "mask_rcnn/false_negative": 0.083060137432149, "mask_rcnn/false_positive": 0.11159191578205269, "roi_head/num_bg_samples": 469.25, "roi_head/num_fg_samples": 42.75, "rpn/num_neg_anchors": 241.5, "rpn/num_pos_anchors": 14.5, "time": 0.5708788040028594, "total_loss": 1.1884778051753528} {"data_time": 0.01241789550113026, "eta_seconds": 109788.45833440087, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.36815043604651165, "fast_rcnn/fg_cls_accuracy": 0.60546875, "iteration": 75599, "loss_box_reg": 0.22600759845227003, "loss_cls": 0.21988372644409537, "loss_mask": 0.2650880296714604, "loss_rpn_cls": 0.04388902391656302, "loss_rpn_loc": 0.06981097487732768, "loss_sem_seg": 0.3290324693080038, "lr": 0.02, "mask_rcnn/accuracy": 0.8856197295182479, "mask_rcnn/false_negative": 0.10473679310217049, "mask_rcnn/false_positive": 0.12332559991643019, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.5630476430014824, "total_loss": 1.1627891184180044} {"data_time": 0.012680509997153422, "eta_seconds": 109741.19191254051, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.36753246753246754, "fast_rcnn/fg_cls_accuracy": 0.5739019189765459, "iteration": 75619, "loss_box_reg": 0.251170861069113, "loss_cls": 0.22225272189825773, "loss_mask": 0.263140213675797, "loss_rpn_cls": 0.05153908010106534, "loss_rpn_loc": 0.07550671177159529, "loss_sem_seg": 0.31789475167170167, "lr": 0.02, "mask_rcnn/accuracy": 0.8883006320921604, "mask_rcnn/false_negative": 0.11122327013430017, "mask_rcnn/false_positive": 0.11869578859057833, "roi_head/num_bg_samples": 457.25, "roi_head/num_fg_samples": 54.75, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5632378945010714, "total_loss": 1.1976822625438217} {"data_time": 0.012297979497816414, "eta_seconds": 109787.50624896181, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.3917575650950035, "fast_rcnn/fg_cls_accuracy": 0.547077922077922, "iteration": 75639, "loss_box_reg": 0.27715523540973663, "loss_cls": 0.26370863034389913, "loss_mask": 0.27678924426436424, "loss_rpn_cls": 0.055629953247262165, "loss_rpn_loc": 0.09446300938725471, "loss_sem_seg": 0.3304694388061762, "lr": 0.02, "mask_rcnn/accuracy": 0.8822486690819945, "mask_rcnn/false_negative": 0.09743695451442391, "mask_rcnn/false_positive": 0.1309466630902633, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5609874740039231, "total_loss": 1.2685711028170772} {"data_time": 0.013122894499247195, "eta_seconds": 109693.21943652342, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.36130077030812324, "fast_rcnn/fg_cls_accuracy": 0.5883931877082562, "iteration": 75659, "loss_box_reg": 0.22405455447733402, "loss_cls": 0.23772159637883306, "loss_mask": 0.26948659447953105, "loss_rpn_cls": 0.043642160278977826, "loss_rpn_loc": 0.07299306182540022, "loss_sem_seg": 0.3169143865816295, "lr": 0.02, "mask_rcnn/accuracy": 0.8759930518599193, "mask_rcnn/false_negative": 0.07741822607242611, "mask_rcnn/false_positive": 0.15548472398103624, "roi_head/num_bg_samples": 458.75, "roi_head/num_fg_samples": 53.25, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5603614704996289, "total_loss": 1.1962572677293792} {"data_time": 0.012033265498757828, "eta_seconds": 109684.4501683437, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.3299319727891156, "fast_rcnn/fg_cls_accuracy": 0.6628787878787878, "iteration": 75679, "loss_box_reg": 0.2355473656207323, "loss_cls": 0.22786507848650217, "loss_mask": 0.2569925794377923, "loss_rpn_cls": 0.04241576205822639, "loss_rpn_loc": 0.07159911203780212, "loss_sem_seg": 0.34827708173543215, "lr": 0.02, "mask_rcnn/accuracy": 0.873102546119694, "mask_rcnn/false_negative": 0.1010716949360885, "mask_rcnn/false_positive": 0.14309456253266023, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.5680801519956731, "total_loss": 1.18555130623281} {"data_time": 0.012185530500573805, "eta_seconds": 109664.8492673385, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.3904761904761905, "fast_rcnn/fg_cls_accuracy": 0.5709639953542394, "iteration": 75699, "loss_box_reg": 0.23650152143090963, "loss_cls": 0.22723122290335596, "loss_mask": 0.268683351110667, "loss_rpn_cls": 0.051473274201271124, "loss_rpn_loc": 0.08274167933268473, "loss_sem_seg": 0.3405453599989414, "lr": 0.02, "mask_rcnn/accuracy": 0.8992565230790303, "mask_rcnn/false_negative": 0.08312834463333979, "mask_rcnn/false_positive": 0.12269278618678817, "roi_head/num_bg_samples": 466.25, "roi_head/num_fg_samples": 45.75, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5580198419993394, "total_loss": 1.196385303454008} {"data_time": 0.011836312998639187, "eta_seconds": 109635.52368998958, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.3268608414239482, "fast_rcnn/fg_cls_accuracy": 0.6286141575274178, "iteration": 75719, "loss_box_reg": 0.23994003888219595, "loss_cls": 0.22647380270063877, "loss_mask": 0.26833353377878666, "loss_rpn_cls": 0.049744453717721626, "loss_rpn_loc": 0.07546006323536858, "loss_sem_seg": 0.28738303016871214, "lr": 0.02, "mask_rcnn/accuracy": 0.8970383548156105, "mask_rcnn/false_negative": 0.1072078175275376, "mask_rcnn/false_positive": 0.10686670047288152, "roi_head/num_bg_samples": 460.75, "roi_head/num_fg_samples": 51.25, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5561537360008515, "total_loss": 1.1835273361066356} {"data_time": 0.013129186500009382, "eta_seconds": 109673.44381458081, "fast_rcnn/cls_accuracy": 0.89990234375, "fast_rcnn/false_negative": 0.4033539645366343, "fast_rcnn/fg_cls_accuracy": 0.5290621656959467, "iteration": 75739, "loss_box_reg": 0.2580862883478403, "loss_cls": 0.2239420551341027, "loss_mask": 0.2631931519135833, "loss_rpn_cls": 0.046154505223967135, "loss_rpn_loc": 0.08574965893058106, "loss_sem_seg": 0.3035962462890893, "lr": 0.02, "mask_rcnn/accuracy": 0.8779919682716837, "mask_rcnn/false_negative": 0.10927579292225445, "mask_rcnn/false_positive": 0.14296739127573127, "roi_head/num_bg_samples": 425.5, "roi_head/num_fg_samples": 86.5, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.5823031939980865, "total_loss": 1.1933787024754565} {"data_time": 0.013831469503202243, "eta_seconds": 109602.39470749277, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3245917085427136, "fast_rcnn/fg_cls_accuracy": 0.5988470191226096, "iteration": 75759, "loss_box_reg": 0.24575729109346867, "loss_cls": 0.2328930743969977, "loss_mask": 0.2714071637019515, "loss_rpn_cls": 0.047990514198318124, "loss_rpn_loc": 0.06659075513016433, "loss_sem_seg": 0.33995335502550006, "lr": 0.02, "mask_rcnn/accuracy": 0.8888055582298044, "mask_rcnn/false_negative": 0.10195485860634682, "mask_rcnn/false_positive": 0.120648659267983, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5587726215053408, "total_loss": 1.2319104073540075} {"data_time": 0.012406980498781195, "eta_seconds": 109628.00518804391, "fast_rcnn/cls_accuracy": 0.9580078125, "fast_rcnn/false_negative": 0.3503623188405797, "fast_rcnn/fg_cls_accuracy": 0.6257246376811594, "iteration": 75779, "loss_box_reg": 0.23881076136603951, "loss_cls": 0.21647619362920523, "loss_mask": 0.26485701836645603, "loss_rpn_cls": 0.04595470329513773, "loss_rpn_loc": 0.07129007746698335, "loss_sem_seg": 0.3470318494364619, "lr": 0.02, "mask_rcnn/accuracy": 0.9022192298670131, "mask_rcnn/false_negative": 0.07780352776568324, "mask_rcnn/false_positive": 0.11837018628521864, "roi_head/num_bg_samples": 462.75, "roi_head/num_fg_samples": 49.25, "rpn/num_neg_anchors": 235.75, "rpn/num_pos_anchors": 20.25, "time": 0.575194315497356, "total_loss": 1.2294424272840843} {"data_time": 0.012314073497691425, "eta_seconds": 109614.19827927346, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.39399763453577763, "fast_rcnn/fg_cls_accuracy": 0.5937274693583273, "iteration": 75799, "loss_box_reg": 0.2171370405703783, "loss_cls": 0.22192728193476796, "loss_mask": 0.2595878723077476, "loss_rpn_cls": 0.05129879560263362, "loss_rpn_loc": 0.07514443807303905, "loss_sem_seg": 0.37164930952712893, "lr": 0.02, "mask_rcnn/accuracy": 0.905721933980359, "mask_rcnn/false_negative": 0.08993308408688434, "mask_rcnn/false_positive": 0.09736579714600568, "roi_head/num_bg_samples": 464.0, "roi_head/num_fg_samples": 48.0, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5619588879999355, "total_loss": 1.1623665319639258} {"data_time": 0.012931588498759083, "eta_seconds": 109673.49967648374, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.40408163265306124, "fast_rcnn/fg_cls_accuracy": 0.5620617879053462, "iteration": 75819, "loss_box_reg": 0.2549245832487941, "loss_cls": 0.23005193006247282, "loss_mask": 0.27291411999613047, "loss_rpn_cls": 0.051441833085846156, "loss_rpn_loc": 0.07465477637015283, "loss_sem_seg": 0.34751572320237756, "lr": 0.02, "mask_rcnn/accuracy": 0.8871542656505302, "mask_rcnn/false_negative": 0.10959100699659001, "mask_rcnn/false_positive": 0.12733537679664975, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5694897910034342, "total_loss": 1.224008946068352} {"data_time": 0.012196893003419973, "eta_seconds": 109663.19738509148, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.4364194615021256, "fast_rcnn/fg_cls_accuracy": 0.5470556840419853, "iteration": 75839, "loss_box_reg": 0.22532713506370783, "loss_cls": 0.2011745455674827, "loss_mask": 0.26243016589432955, "loss_rpn_cls": 0.045914498943602666, "loss_rpn_loc": 0.06521205381432083, "loss_sem_seg": 0.36483411584049463, "lr": 0.02, "mask_rcnn/accuracy": 0.889186458382887, "mask_rcnn/false_negative": 0.08212180604679226, "mask_rcnn/false_positive": 0.13703342820997544, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.5580543300020508, "total_loss": 1.1873619003599742} {"data_time": 0.01334563049749704, "eta_seconds": 109667.42071282819, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.36391625615763545, "fast_rcnn/fg_cls_accuracy": 0.6360837438423645, "iteration": 75859, "loss_box_reg": 0.23760630516335368, "loss_cls": 0.22460853960365057, "loss_mask": 0.26540932105854154, "loss_rpn_cls": 0.05101650129654445, "loss_rpn_loc": 0.07976558653172106, "loss_sem_seg": 0.3268172377720475, "lr": 0.02, "mask_rcnn/accuracy": 0.8863392913020933, "mask_rcnn/false_negative": 0.08881164844041915, "mask_rcnn/false_positive": 0.1275765973932994, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5642558680010552, "total_loss": 1.1814240798703395} {"data_time": 0.012478963497414952, "eta_seconds": 109678.6496785803, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3458411643865554, "fast_rcnn/fg_cls_accuracy": 0.6541588356134447, "iteration": 75879, "loss_box_reg": 0.25429799500852823, "loss_cls": 0.22967550344765186, "loss_mask": 0.2746823295019567, "loss_rpn_cls": 0.045115515822544694, "loss_rpn_loc": 0.07238781859632581, "loss_sem_seg": 0.3174749247264117, "lr": 0.02, "mask_rcnn/accuracy": 0.8788071411450487, "mask_rcnn/false_negative": 0.10861533588710917, "mask_rcnn/false_positive": 0.13364900814273795, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5679696474981029, "total_loss": 1.1831721708877012} {"data_time": 0.011296355001832126, "eta_seconds": 109667.34964925029, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3560606060606061, "fast_rcnn/fg_cls_accuracy": 0.6104938271604938, "iteration": 75899, "loss_box_reg": 0.25531842559576035, "loss_cls": 0.23615618841722608, "loss_mask": 0.26110310293734074, "loss_rpn_cls": 0.04591815380263142, "loss_rpn_loc": 0.07661671424284577, "loss_sem_seg": 0.3559937020763755, "lr": 0.02, "mask_rcnn/accuracy": 0.8869496409674982, "mask_rcnn/false_negative": 0.10284062129024943, "mask_rcnn/false_positive": 0.11587736584341904, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5730358399996476, "total_loss": 1.2635111871059053} {"data_time": 0.012758432003465714, "eta_seconds": 109601.82329122497, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.3484133537808187, "fast_rcnn/fg_cls_accuracy": 0.632542908762421, "iteration": 75919, "loss_box_reg": 0.23881344310939312, "loss_cls": 0.23718839325010777, "loss_mask": 0.26682335417717695, "loss_rpn_cls": 0.04691899474710226, "loss_rpn_loc": 0.0719033760833554, "loss_sem_seg": 0.3230973402969539, "lr": 0.02, "mask_rcnn/accuracy": 0.8957448046413123, "mask_rcnn/false_negative": 0.09255122491276999, "mask_rcnn/false_positive": 0.11790901470559932, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5569688734976808, "total_loss": 1.187752024299698} {"data_time": 0.012540089501271723, "eta_seconds": 109600.80321555588, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.440550079104296, "fast_rcnn/fg_cls_accuracy": 0.5113636363636364, "iteration": 75939, "loss_box_reg": 0.21998749137856066, "loss_cls": 0.2225681794807315, "loss_mask": 0.25917341466993093, "loss_rpn_cls": 0.036800025700358674, "loss_rpn_loc": 0.06626643182244152, "loss_sem_seg": 0.34429942863062024, "lr": 0.02, "mask_rcnn/accuracy": 0.8848916150813473, "mask_rcnn/false_negative": 0.115323632553086, "mask_rcnn/false_positive": 0.12707126448477385, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5716817714965146, "total_loss": 1.146334699660656} {"data_time": 0.01256658749844064, "eta_seconds": 109589.50771535588, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.3865974183138362, "fast_rcnn/fg_cls_accuracy": 0.6000763941940412, "iteration": 75959, "loss_box_reg": 0.23960388265550137, "loss_cls": 0.22050453908741474, "loss_mask": 0.2815503026358783, "loss_rpn_cls": 0.048812861496116966, "loss_rpn_loc": 0.08481071022106335, "loss_sem_seg": 0.37263095332309604, "lr": 0.02, "mask_rcnn/accuracy": 0.8783404052593846, "mask_rcnn/false_negative": 0.09265272486435328, "mask_rcnn/false_positive": 0.1393989676755767, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5575679024987039, "total_loss": 1.2471494656056166} {"data_time": 0.013075561499135802, "eta_seconds": 109515.06303590613, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.3984536082474227, "fast_rcnn/fg_cls_accuracy": 0.5830458897872458, "iteration": 75979, "loss_box_reg": 0.25589292240329087, "loss_cls": 0.2417748032603413, "loss_mask": 0.28213909920305014, "loss_rpn_cls": 0.05040670093148947, "loss_rpn_loc": 0.07385163026629016, "loss_sem_seg": 0.35397866275161505, "lr": 0.02, "mask_rcnn/accuracy": 0.8826308569849604, "mask_rcnn/false_negative": 0.10333232201039474, "mask_rcnn/false_positive": 0.13965838256223365, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5599404895001499, "total_loss": 1.2420016228861641} {"data_time": 0.012377607497910503, "eta_seconds": 109528.45524039367, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.37109375, "fast_rcnn/fg_cls_accuracy": 0.5822374805900621, "iteration": 75999, "loss_box_reg": 0.2518779933452606, "loss_cls": 0.2402248231228441, "loss_mask": 0.2755367700010538, "loss_rpn_cls": 0.05077553278533742, "loss_rpn_loc": 0.0769894745608326, "loss_sem_seg": 0.4117120741866529, "lr": 0.02, "mask_rcnn/accuracy": 0.8788223775970736, "mask_rcnn/false_negative": 0.10121160197276613, "mask_rcnn/false_positive": 0.1526761486170787, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5719181999993452, "total_loss": 1.3064687219739426} {"data_time": 0.01289637199806748, "eta_seconds": 109577.03904530792, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.34121621621621623, "fast_rcnn/fg_cls_accuracy": 0.6022199392531713, "iteration": 76019, "loss_box_reg": 0.2299691003281623, "loss_cls": 0.2280093824956566, "loss_mask": 0.26860414491966367, "loss_rpn_cls": 0.0481208172859624, "loss_rpn_loc": 0.08119809057097882, "loss_sem_seg": 0.353825275786221, "lr": 0.02, "mask_rcnn/accuracy": 0.8999746352815008, "mask_rcnn/false_negative": 0.1043500767238803, "mask_rcnn/false_positive": 0.1259156291477153, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5673214175003523, "total_loss": 1.2453393551404588} {"data_time": 0.011666355003399076, "eta_seconds": 109525.36030516952, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.3944749934537837, "fast_rcnn/fg_cls_accuracy": 0.5801033591731266, "iteration": 76039, "loss_box_reg": 0.2424865267239511, "loss_cls": 0.23990686982870102, "loss_mask": 0.2711016368120909, "loss_rpn_cls": 0.05324441357515752, "loss_rpn_loc": 0.07838182698469609, "loss_sem_seg": 0.3742476152256131, "lr": 0.02, "mask_rcnn/accuracy": 0.8690422262655062, "mask_rcnn/false_negative": 0.09237426718510361, "mask_rcnn/false_positive": 0.13329045589471356, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5564260874998581, "total_loss": 1.2895892273227219} {"data_time": 0.013332753998838598, "eta_seconds": 109491.45944597037, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.3976790943660125, "fast_rcnn/fg_cls_accuracy": 0.5760978043912176, "iteration": 76059, "loss_box_reg": 0.25359045108780265, "loss_cls": 0.24289737874642015, "loss_mask": 0.26806982792913914, "loss_rpn_cls": 0.04960375447990373, "loss_rpn_loc": 0.08903401682619005, "loss_sem_seg": 0.3826810661703348, "lr": 0.02, "mask_rcnn/accuracy": 0.8904882372558496, "mask_rcnn/false_negative": 0.10858785660896061, "mask_rcnn/false_positive": 0.1238181965718313, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.552379534998181, "total_loss": 1.231129726395011} {"data_time": 0.013283069998578867, "eta_seconds": 109527.64406917107, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.291958041958042, "fast_rcnn/fg_cls_accuracy": 0.6798491379310345, "iteration": 76079, "loss_box_reg": 0.21155304973945022, "loss_cls": 0.20054796617478132, "loss_mask": 0.24888392118737102, "loss_rpn_cls": 0.05043063766788691, "loss_rpn_loc": 0.07409234601072967, "loss_sem_seg": 0.35475025745108724, "lr": 0.02, "mask_rcnn/accuracy": 0.88510803673198, "mask_rcnn/false_negative": 0.09184044754288304, "mask_rcnn/false_positive": 0.14247440768340813, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.5701491219988384, "total_loss": 1.1361970806901809} {"data_time": 0.012607462995219976, "eta_seconds": 109556.27130279361, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.29177888022678955, "fast_rcnn/fg_cls_accuracy": 0.6040553968451124, "iteration": 76099, "loss_box_reg": 0.22671395912766457, "loss_cls": 0.20984262973070145, "loss_mask": 0.26415332965552807, "loss_rpn_cls": 0.04330900804779958, "loss_rpn_loc": 0.08118335856124759, "loss_sem_seg": 0.359588440740481, "lr": 0.02, "mask_rcnn/accuracy": 0.8868308111853722, "mask_rcnn/false_negative": 0.09357684642503118, "mask_rcnn/false_positive": 0.12995729061978922, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.568778826000198, "total_loss": 1.1822186597564723} {"data_time": 0.01331208850024268, "eta_seconds": 109580.7949522532, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.3972159730033746, "fast_rcnn/fg_cls_accuracy": 0.5816666666666667, "iteration": 76119, "loss_box_reg": 0.25072204880416393, "loss_cls": 0.22921672416850924, "loss_mask": 0.262090602889657, "loss_rpn_cls": 0.04408126205089502, "loss_rpn_loc": 0.07646662020124495, "loss_sem_seg": 0.3746885834261775, "lr": 0.02, "mask_rcnn/accuracy": 0.8856084459645928, "mask_rcnn/false_negative": 0.09379443509808932, "mask_rcnn/false_positive": 0.1461494101362079, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5717383150004025, "total_loss": 1.1940649724856485} {"data_time": 0.012422767500538612, "eta_seconds": 109588.80142589787, "fast_rcnn/cls_accuracy": 0.90576171875, "fast_rcnn/false_negative": 0.3638721287181116, "fast_rcnn/fg_cls_accuracy": 0.5521943852167732, "iteration": 76139, "loss_box_reg": 0.2289047217927873, "loss_cls": 0.22300201933830976, "loss_mask": 0.2538100746460259, "loss_rpn_cls": 0.04915403944323771, "loss_rpn_loc": 0.061847504432080314, "loss_sem_seg": 0.41185162402689457, "lr": 0.02, "mask_rcnn/accuracy": 0.8698018422912541, "mask_rcnn/false_negative": 0.13176035348231202, "mask_rcnn/false_positive": 0.12530449285111095, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.579677169000206, "total_loss": 1.2125743090291508} {"data_time": 0.012521930497314315, "eta_seconds": 109587.5066234097, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.4037715517241379, "fast_rcnn/fg_cls_accuracy": 0.5380387931034483, "iteration": 76159, "loss_box_reg": 0.2581427772529423, "loss_cls": 0.2541379714384675, "loss_mask": 0.27360413037240505, "loss_rpn_cls": 0.055423296202206984, "loss_rpn_loc": 0.08630368707235903, "loss_sem_seg": 0.36459304951131344, "lr": 0.02, "mask_rcnn/accuracy": 0.8960172193877551, "mask_rcnn/false_negative": 0.10396977252598745, "mask_rcnn/false_positive": 0.10782722249247412, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5654458689969033, "total_loss": 1.2970814864966087} {"data_time": 0.013766121501248563, "eta_seconds": 109552.71564474222, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.30523631198347106, "fast_rcnn/fg_cls_accuracy": 0.6243832236842105, "iteration": 76179, "loss_box_reg": 0.23682563635520637, "loss_cls": 0.21656592725776136, "loss_mask": 0.2560163242742419, "loss_rpn_cls": 0.05168878094991669, "loss_rpn_loc": 0.08404948329553008, "loss_sem_seg": 0.38139459397643805, "lr": 0.02, "mask_rcnn/accuracy": 0.8938866618075801, "mask_rcnn/false_negative": 0.09067606167470267, "mask_rcnn/false_positive": 0.11791376440735524, "roi_head/num_bg_samples": 462.5, "roi_head/num_fg_samples": 49.5, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5552313109983515, "total_loss": 1.201445379632787} {"data_time": 0.013340734501980478, "eta_seconds": 109538.23433364388, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.35944794406050595, "fast_rcnn/fg_cls_accuracy": 0.6104921276778801, "iteration": 76199, "loss_box_reg": 0.2424347260966897, "loss_cls": 0.23543672484811395, "loss_mask": 0.27212488325312734, "loss_rpn_cls": 0.04495464963838458, "loss_rpn_loc": 0.0779352838289924, "loss_sem_seg": 0.35790648008696735, "lr": 0.02, "mask_rcnn/accuracy": 0.8924955572207847, "mask_rcnn/false_negative": 0.09983131261867143, "mask_rcnn/false_positive": 0.11375982538010956, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 235.0, "rpn/num_pos_anchors": 21.0, "time": 0.5675232469984621, "total_loss": 1.2261403599986807} {"data_time": 0.012216777002322488, "eta_seconds": 109519.27384868177, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.35920704159526406, "fast_rcnn/fg_cls_accuracy": 0.5893455973938871, "iteration": 76219, "loss_box_reg": 0.25241565238684416, "loss_cls": 0.2429637429304421, "loss_mask": 0.2673305971547961, "loss_rpn_cls": 0.05604345060419291, "loss_rpn_loc": 0.09064023324754089, "loss_sem_seg": 0.33521000435575843, "lr": 0.02, "mask_rcnn/accuracy": 0.8814470172684459, "mask_rcnn/false_negative": 0.0946461778148038, "mask_rcnn/false_positive": 0.13109702686049524, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5777434064984845, "total_loss": 1.2528096717142034} {"data_time": 0.012483447000704473, "eta_seconds": 109482.70284583542, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.4256120527306968, "fast_rcnn/fg_cls_accuracy": 0.5223981900452488, "iteration": 76239, "loss_box_reg": 0.22724502813071012, "loss_cls": 0.22486668545752764, "loss_mask": 0.25772527512162924, "loss_rpn_cls": 0.043729090597480536, "loss_rpn_loc": 0.07458673702785745, "loss_sem_seg": 0.35570237832143903, "lr": 0.02, "mask_rcnn/accuracy": 0.8949640560247087, "mask_rcnn/false_negative": 0.07730607802183853, "mask_rcnn/false_positive": 0.13578704634237332, "roi_head/num_bg_samples": 464.75, "roi_head/num_fg_samples": 47.25, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.5616664965018572, "total_loss": 1.2009889979672153} {"data_time": 0.012749987497954862, "eta_seconds": 109504.32174258388, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.34643243243243244, "fast_rcnn/fg_cls_accuracy": 0.6338326278085313, "iteration": 76259, "loss_box_reg": 0.22595595521852374, "loss_cls": 0.23031238419935107, "loss_mask": 0.2585698813199997, "loss_rpn_cls": 0.050873782271082746, "loss_rpn_loc": 0.08905585505999625, "loss_sem_seg": 0.3692022105678916, "lr": 0.02, "mask_rcnn/accuracy": 0.9013876346578014, "mask_rcnn/false_negative": 0.0781150783922889, "mask_rcnn/false_positive": 0.11038181124445404, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.562810121999064, "total_loss": 1.2359053059371945} {"data_time": 0.012223578502016608, "eta_seconds": 109460.10124843536, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.37239867631004364, "fast_rcnn/fg_cls_accuracy": 0.5882921636359686, "iteration": 76279, "loss_box_reg": 0.25318764336407185, "loss_cls": 0.24045772245153785, "loss_mask": 0.25537922605872154, "loss_rpn_cls": 0.045228486342239194, "loss_rpn_loc": 0.08263630737201311, "loss_sem_seg": 0.3074358990415931, "lr": 0.02, "mask_rcnn/accuracy": 0.8863632818235208, "mask_rcnn/false_negative": 0.10806821225692084, "mask_rcnn/false_positive": 0.1253148461962344, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.5529220869975688, "total_loss": 1.1868362673849333} {"data_time": 0.01353783249942353, "eta_seconds": 109431.36406650078, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.33581213307240704, "fast_rcnn/fg_cls_accuracy": 0.6095238095238096, "iteration": 76299, "loss_box_reg": 0.22855693707242608, "loss_cls": 0.22079899860545993, "loss_mask": 0.2596801705658436, "loss_rpn_cls": 0.05068437504814938, "loss_rpn_loc": 0.09058366529643536, "loss_sem_seg": 0.36950822453945875, "lr": 0.02, "mask_rcnn/accuracy": 0.8881012802084497, "mask_rcnn/false_negative": 0.07775528086032688, "mask_rcnn/false_positive": 0.13032991740934352, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5638937915027782, "total_loss": 1.2020639099064283} {"data_time": 0.013359143500565551, "eta_seconds": 109420.06506814079, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3716763606148733, "fast_rcnn/fg_cls_accuracy": 0.5475113122171946, "iteration": 76319, "loss_box_reg": 0.21560392319224775, "loss_cls": 0.197413622867316, "loss_mask": 0.2572525884024799, "loss_rpn_cls": 0.040846058502211235, "loss_rpn_loc": 0.07349708117544651, "loss_sem_seg": 0.2990541821345687, "lr": 0.02, "mask_rcnn/accuracy": 0.8934824426294847, "mask_rcnn/false_negative": 0.0743843701354853, "mask_rcnn/false_positive": 0.11324918829976376, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5638123319986335, "total_loss": 1.0607484438514803} {"data_time": 0.013018097499298165, "eta_seconds": 109426.19885233526, "fast_rcnn/cls_accuracy": 0.9111328125, "fast_rcnn/false_negative": 0.38987065724169045, "fast_rcnn/fg_cls_accuracy": 0.5334558823529412, "iteration": 76339, "loss_box_reg": 0.24341517651919276, "loss_cls": 0.22502949368208647, "loss_mask": 0.27222174778580666, "loss_rpn_cls": 0.048930874560028315, "loss_rpn_loc": 0.09331995015963912, "loss_sem_seg": 0.3796106521040201, "lr": 0.02, "mask_rcnn/accuracy": 0.8734959394544108, "mask_rcnn/false_negative": 0.09319897449072939, "mask_rcnn/false_positive": 0.1548101746452255, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 204.5, "rpn/num_pos_anchors": 51.5, "time": 0.5643485385007807, "total_loss": 1.2486079626251012} {"data_time": 0.012276094497792656, "eta_seconds": 109344.66359140926, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.39911504424778765, "fast_rcnn/fg_cls_accuracy": 0.5326622981828009, "iteration": 76359, "loss_box_reg": 0.222486209589988, "loss_cls": 0.2166020874865353, "loss_mask": 0.24925680831074715, "loss_rpn_cls": 0.04749965376686305, "loss_rpn_loc": 0.0707651904085651, "loss_sem_seg": 0.35417269449681044, "lr": 0.02, "mask_rcnn/accuracy": 0.8856263526333381, "mask_rcnn/false_negative": 0.08802034095134459, "mask_rcnn/false_positive": 0.13428280177251312, "roi_head/num_bg_samples": 457.5, "roi_head/num_fg_samples": 54.5, "rpn/num_neg_anchors": 237.5, "rpn/num_pos_anchors": 18.5, "time": 0.5592381184978876, "total_loss": 1.1762495679286076} {"data_time": 0.012731899001664715, "eta_seconds": 109288.33312468624, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.3822337154039698, "fast_rcnn/fg_cls_accuracy": 0.5900509308043554, "iteration": 76379, "loss_box_reg": 0.25269712414592505, "loss_cls": 0.23620811686851084, "loss_mask": 0.27391711063683033, "loss_rpn_cls": 0.046403841028222814, "loss_rpn_loc": 0.06567000897484832, "loss_sem_seg": 0.3228568057529628, "lr": 0.02, "mask_rcnn/accuracy": 0.8615664781755134, "mask_rcnn/false_negative": 0.11680787814738336, "mask_rcnn/false_positive": 0.1502221593788733, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5595707155007403, "total_loss": 1.2398776671034284} {"data_time": 0.012758838998706779, "eta_seconds": 109270.15978014313, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.34918032786885245, "fast_rcnn/fg_cls_accuracy": 0.6462827149841818, "iteration": 76399, "loss_box_reg": 0.2283138087950647, "loss_cls": 0.21672241250053048, "loss_mask": 0.24767780117690563, "loss_rpn_cls": 0.0485031787538901, "loss_rpn_loc": 0.07703823165502399, "loss_sem_seg": 0.3485906794667244, "lr": 0.02, "mask_rcnn/accuracy": 0.8926277281746031, "mask_rcnn/false_negative": 0.08426129907428148, "mask_rcnn/false_positive": 0.12285347082017237, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.555783629501093, "total_loss": 1.1475422487710603} {"data_time": 0.011960146995988907, "eta_seconds": 109188.50645405741, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.35383752050418715, "fast_rcnn/fg_cls_accuracy": 0.6188408172183983, "iteration": 76419, "loss_box_reg": 0.22219619271345437, "loss_cls": 0.21834482857957482, "loss_mask": 0.25745410192757845, "loss_rpn_cls": 0.0549524124362506, "loss_rpn_loc": 0.08480135723948479, "loss_sem_seg": 0.3495190627872944, "lr": 0.02, "mask_rcnn/accuracy": 0.881025231730119, "mask_rcnn/false_negative": 0.107089462583948, "mask_rcnn/false_positive": 0.14696569486355102, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.5518411015000311, "total_loss": 1.2247467470588163} {"data_time": 0.0133441705002042, "eta_seconds": 109092.52712054398, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.35654296016181514, "fast_rcnn/fg_cls_accuracy": 0.5697225149279943, "iteration": 76439, "loss_box_reg": 0.22851963713765144, "loss_cls": 0.22174687043298036, "loss_mask": 0.25423700734972954, "loss_rpn_cls": 0.042065851332154125, "loss_rpn_loc": 0.08065754440031014, "loss_sem_seg": 0.34014233527705073, "lr": 0.02, "mask_rcnn/accuracy": 0.8884107122956663, "mask_rcnn/false_negative": 0.09671965389678193, "mask_rcnn/false_positive": 0.12529391671740187, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.5619872449969989, "total_loss": 1.174425310055085} {"data_time": 0.013231716999143828, "eta_seconds": 109233.32418805579, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.41035184565629534, "fast_rcnn/fg_cls_accuracy": 0.571205531392885, "iteration": 76459, "loss_box_reg": 0.2537147128023207, "loss_cls": 0.2392903291620314, "loss_mask": 0.2736308351159096, "loss_rpn_cls": 0.05368715227814391, "loss_rpn_loc": 0.09133024379843846, "loss_sem_seg": 0.32372721564024687, "lr": 0.02, "mask_rcnn/accuracy": 0.8857649249960899, "mask_rcnn/false_negative": 0.10423077255341515, "mask_rcnn/false_positive": 0.12400956395417612, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5850136555018253, "total_loss": 1.2699059178121388} {"data_time": 0.01322625249667908, "eta_seconds": 109228.91792093871, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.4115431774391312, "fast_rcnn/fg_cls_accuracy": 0.5529263005780347, "iteration": 76479, "loss_box_reg": 0.2219735481776297, "loss_cls": 0.22447499632835388, "loss_mask": 0.2695198757573962, "loss_rpn_cls": 0.057843922288157046, "loss_rpn_loc": 0.08003708260366693, "loss_sem_seg": 0.3578799394890666, "lr": 0.02, "mask_rcnn/accuracy": 0.8799540408649009, "mask_rcnn/false_negative": 0.11532320272745177, "mask_rcnn/false_positive": 0.1477567717797088, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5661499105008261, "total_loss": 1.2218187562248204} {"data_time": 0.012385900001390837, "eta_seconds": 109217.6293354187, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.2875546912980068, "fast_rcnn/fg_cls_accuracy": 0.637012012012012, "iteration": 76499, "loss_box_reg": 0.22411533235572278, "loss_cls": 0.22945642098784447, "loss_mask": 0.2686075232923031, "loss_rpn_cls": 0.041836078744381666, "loss_rpn_loc": 0.06713244103593752, "loss_sem_seg": 0.310240717837587, "lr": 0.02, "mask_rcnn/accuracy": 0.8937115134476542, "mask_rcnn/false_negative": 0.09482369898770507, "mask_rcnn/false_positive": 0.13322958323719908, "roi_head/num_bg_samples": 460.75, "roi_head/num_fg_samples": 51.25, "rpn/num_neg_anchors": 235.75, "rpn/num_pos_anchors": 20.25, "time": 0.5575635205022991, "total_loss": 1.180421193537768} {"data_time": 0.013766768995992607, "eta_seconds": 109231.76154122023, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.39332659251769464, "fast_rcnn/fg_cls_accuracy": 0.5557671957671958, "iteration": 76519, "loss_box_reg": 0.23887017276138067, "loss_cls": 0.23919298802502453, "loss_mask": 0.2785799130797386, "loss_rpn_cls": 0.04822737898211926, "loss_rpn_loc": 0.07458892103750259, "loss_sem_seg": 0.35934743797406554, "lr": 0.02, "mask_rcnn/accuracy": 0.8831584841986159, "mask_rcnn/false_negative": 0.09463803646331502, "mask_rcnn/false_positive": 0.1213171748512196, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.5672583085033693, "total_loss": 1.2685459252243163} {"data_time": 0.012581861999933608, "eta_seconds": 109195.05216437866, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3268115942028985, "fast_rcnn/fg_cls_accuracy": 0.6091397849462366, "iteration": 76539, "loss_box_reg": 0.23340977681800723, "loss_cls": 0.2227411214262247, "loss_mask": 0.27627801056951284, "loss_rpn_cls": 0.05635717371478677, "loss_rpn_loc": 0.09248294425196946, "loss_sem_seg": 0.3541969209909439, "lr": 0.02, "mask_rcnn/accuracy": 0.8790370168616922, "mask_rcnn/false_negative": 0.09219319091666531, "mask_rcnn/false_positive": 0.11161533935173373, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5591441189972102, "total_loss": 1.230301300791325} {"data_time": 0.012912189999042312, "eta_seconds": 109250.64270935605, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.3785950023573786, "fast_rcnn/fg_cls_accuracy": 0.6091387998167659, "iteration": 76559, "loss_box_reg": 0.23513329727575183, "loss_cls": 0.21928654657676816, "loss_mask": 0.27428250666707754, "loss_rpn_cls": 0.0415675992553588, "loss_rpn_loc": 0.07576066855108365, "loss_sem_seg": 0.3315248372964561, "lr": 0.02, "mask_rcnn/accuracy": 0.8794527042051687, "mask_rcnn/false_negative": 0.091783506089892, "mask_rcnn/false_positive": 0.12906533779633145, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5688798279988987, "total_loss": 1.2278538473474327} {"data_time": 0.012216942497616401, "eta_seconds": 109177.50490646469, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.41196581196581195, "fast_rcnn/fg_cls_accuracy": 0.5701388888888889, "iteration": 76579, "loss_box_reg": 0.24181237863376737, "loss_cls": 0.24818691052496433, "loss_mask": 0.2831826014444232, "loss_rpn_cls": 0.05115690396632999, "loss_rpn_loc": 0.06803123152349144, "loss_sem_seg": 0.37151708686724305, "lr": 0.02, "mask_rcnn/accuracy": 0.8966143717440138, "mask_rcnn/false_negative": 0.09859312934938397, "mask_rcnn/false_positive": 0.11740969951268755, "roi_head/num_bg_samples": 462.75, "roi_head/num_fg_samples": 49.25, "rpn/num_neg_anchors": 236.25, "rpn/num_pos_anchors": 19.75, "time": 0.5553665610023018, "total_loss": 1.2714459013659507} {"data_time": 0.012875409494881751, "eta_seconds": 109209.14105608907, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3936979417636126, "fast_rcnn/fg_cls_accuracy": 0.5424498247849634, "iteration": 76599, "loss_box_reg": 0.24390235031023622, "loss_cls": 0.23065588809549809, "loss_mask": 0.27215686067938805, "loss_rpn_cls": 0.04549004352884367, "loss_rpn_loc": 0.07310062300530262, "loss_sem_seg": 0.3434043521992862, "lr": 0.02, "mask_rcnn/accuracy": 0.8811099111062418, "mask_rcnn/false_negative": 0.10863311139705334, "mask_rcnn/false_positive": 0.12376017631318081, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5677935579988116, "total_loss": 1.2437998050299939} {"data_time": 0.012538257000414887, "eta_seconds": 109154.92669522465, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3487984944991314, "fast_rcnn/fg_cls_accuracy": 0.6261673291509027, "iteration": 76619, "loss_box_reg": 0.24157815147191286, "loss_cls": 0.22745640017092228, "loss_mask": 0.2477220483124256, "loss_rpn_cls": 0.04210330662317574, "loss_rpn_loc": 0.08128565910737962, "loss_sem_seg": 0.3505885419435799, "lr": 0.02, "mask_rcnn/accuracy": 0.8851250788880816, "mask_rcnn/false_negative": 0.09321576340727479, "mask_rcnn/false_positive": 0.13599734818427217, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.563843205000012, "total_loss": 1.1988359190654592} {"data_time": 0.012201190500491066, "eta_seconds": 109217.69214550221, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.44216687293729373, "fast_rcnn/fg_cls_accuracy": 0.5071428571428571, "iteration": 76639, "loss_box_reg": 0.23213779320940375, "loss_cls": 0.23108489136211574, "loss_mask": 0.2649825504049659, "loss_rpn_cls": 0.046717132441699505, "loss_rpn_loc": 0.0831391611136496, "loss_sem_seg": 0.3872323054820299, "lr": 0.02, "mask_rcnn/accuracy": 0.8874077671210161, "mask_rcnn/false_negative": 0.11189407137293794, "mask_rcnn/false_positive": 0.11076292778951102, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5792439335018571, "total_loss": 1.2674046180327423} {"data_time": 0.012527307499112794, "eta_seconds": 109206.3953801622, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.32682291666666663, "fast_rcnn/fg_cls_accuracy": 0.6300169587337479, "iteration": 76659, "loss_box_reg": 0.2246848652139306, "loss_cls": 0.2321171839721501, "loss_mask": 0.2556949872523546, "loss_rpn_cls": 0.0524302561825607, "loss_rpn_loc": 0.0872035062930081, "loss_sem_seg": 0.36091816145926714, "lr": 0.02, "mask_rcnn/accuracy": 0.886825424625839, "mask_rcnn/false_negative": 0.08807432972394716, "mask_rcnn/false_positive": 0.12596026547504563, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.551568942501035, "total_loss": 1.2154188416025136} {"data_time": 0.01240678100293735, "eta_seconds": 109185.72931238842, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.3125073850880302, "fast_rcnn/fg_cls_accuracy": 0.6613949161353874, "iteration": 76679, "loss_box_reg": 0.2224079177249223, "loss_cls": 0.22376981936395168, "loss_mask": 0.2706657247617841, "loss_rpn_cls": 0.051889354013837874, "loss_rpn_loc": 0.08858858188614249, "loss_sem_seg": 0.3103851182386279, "lr": 0.02, "mask_rcnn/accuracy": 0.8878853139671941, "mask_rcnn/false_negative": 0.09208505951530063, "mask_rcnn/false_positive": 0.1374166220277109, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5720739400021557, "total_loss": 1.1852121003175853} {"data_time": 0.013246319500467507, "eta_seconds": 109222.7844757347, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3541776977655406, "fast_rcnn/fg_cls_accuracy": 0.6070899078682621, "iteration": 76699, "loss_box_reg": 0.24181417934596539, "loss_cls": 0.209062130888924, "loss_mask": 0.26359772589057684, "loss_rpn_cls": 0.0487839293491561, "loss_rpn_loc": 0.07943863922264427, "loss_sem_seg": 0.3257691045291722, "lr": 0.02, "mask_rcnn/accuracy": 0.8912372140637077, "mask_rcnn/false_negative": 0.10520607616106475, "mask_rcnn/false_positive": 0.13114590321929753, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5767400205004378, "total_loss": 1.1676976459857542} {"data_time": 0.012614487997780088, "eta_seconds": 109230.97355287833, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3632082413539367, "fast_rcnn/fg_cls_accuracy": 0.5922021548717153, "iteration": 76719, "loss_box_reg": 0.2296992193441838, "loss_cls": 0.21816997067071497, "loss_mask": 0.25806081388145685, "loss_rpn_cls": 0.040964296320453286, "loss_rpn_loc": 0.06874040947877802, "loss_sem_seg": 0.32574056228622794, "lr": 0.02, "mask_rcnn/accuracy": 0.8884548733286418, "mask_rcnn/false_negative": 0.10836667597148822, "mask_rcnn/false_positive": 0.11793987216580437, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.5701506809964485, "total_loss": 1.1320920163416304} {"data_time": 0.012383442001009826, "eta_seconds": 109179.24304843441, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.35704022988505746, "fast_rcnn/fg_cls_accuracy": 0.6082242225859247, "iteration": 76739, "loss_box_reg": 0.23163544153794646, "loss_cls": 0.21885733865201473, "loss_mask": 0.25991791067644954, "loss_rpn_cls": 0.04438883435796015, "loss_rpn_loc": 0.06671438392368145, "loss_sem_seg": 0.34170350013300776, "lr": 0.02, "mask_rcnn/accuracy": 0.9011953059399073, "mask_rcnn/false_negative": 0.09336093084440902, "mask_rcnn/false_positive": 0.12025303062913745, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 0.5637841815005231, "total_loss": 1.1751342192583252} {"data_time": 0.012510723998275353, "eta_seconds": 109208.36792199835, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.3737777990797546, "fast_rcnn/fg_cls_accuracy": 0.6121430039038422, "iteration": 76759, "loss_box_reg": 0.24976446805521846, "loss_cls": 0.23080864804796875, "loss_mask": 0.26405976293608546, "loss_rpn_cls": 0.046935867925640196, "loss_rpn_loc": 0.07199645496439189, "loss_sem_seg": 0.33254559081979096, "lr": 0.02, "mask_rcnn/accuracy": 0.8662587691326531, "mask_rcnn/false_negative": 0.11374440578667905, "mask_rcnn/false_positive": 0.14326291974663513, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5732181620041956, "total_loss": 1.1972796714981087} {"data_time": 0.012424367003404768, "eta_seconds": 109152.43356749551, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.4442307692307692, "fast_rcnn/fg_cls_accuracy": 0.5270572450805009, "iteration": 76779, "loss_box_reg": 0.2381654130294919, "loss_cls": 0.24582586577162147, "loss_mask": 0.27797934506088495, "loss_rpn_cls": 0.05473185324808583, "loss_rpn_loc": 0.07922200084431097, "loss_sem_seg": 0.3860419550910592, "lr": 0.02, "mask_rcnn/accuracy": 0.8955842391304347, "mask_rcnn/false_negative": 0.08919751433383208, "mask_rcnn/false_positive": 0.11260558929195408, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5582657954983006, "total_loss": 1.2717147691873834} {"data_time": 0.01256119400204625, "eta_seconds": 109141.1353717955, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.3768518518518519, "fast_rcnn/fg_cls_accuracy": 0.6091628959276019, "iteration": 76799, "loss_box_reg": 0.24101947154849768, "loss_cls": 0.23615700658410788, "loss_mask": 0.25793382059782743, "loss_rpn_cls": 0.04715854028472677, "loss_rpn_loc": 0.08595094125485048, "loss_sem_seg": 0.38301165867596865, "lr": 0.02, "mask_rcnn/accuracy": 0.877361417539989, "mask_rcnn/false_negative": 0.0972287407293086, "mask_rcnn/false_positive": 0.125344099393038, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5567709454990108, "total_loss": 1.2554233893170021} {"data_time": 0.013171492999390466, "eta_seconds": 109117.89009052621, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.4021842355175689, "fast_rcnn/fg_cls_accuracy": 0.5978157644824311, "iteration": 76819, "loss_box_reg": 0.24437234736979008, "loss_cls": 0.21681882999837399, "loss_mask": 0.2594882706180215, "loss_rpn_cls": 0.04756755806738511, "loss_rpn_loc": 0.08264385179791134, "loss_sem_seg": 0.362375948112458, "lr": 0.02, "mask_rcnn/accuracy": 0.8866577318325038, "mask_rcnn/false_negative": 0.10182832526685429, "mask_rcnn/false_positive": 0.15098033891554066, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.5662830629989912, "total_loss": 1.2168822842068039} {"data_time": 0.013173054001526907, "eta_seconds": 109118.5389803955, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.31858766233766234, "fast_rcnn/fg_cls_accuracy": 0.6245760227796155, "iteration": 76839, "loss_box_reg": 0.23937171837314963, "loss_cls": 0.23042806470766664, "loss_mask": 0.2695978879928589, "loss_rpn_cls": 0.05172289122128859, "loss_rpn_loc": 0.08144528098637238, "loss_sem_seg": 0.37185578932985663, "lr": 0.02, "mask_rcnn/accuracy": 0.8785095964691847, "mask_rcnn/false_negative": 0.10359969680801634, "mask_rcnn/false_positive": 0.13188737476104456, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5642258334992221, "total_loss": 1.2415431997505948} {"data_time": 0.01308139150205534, "eta_seconds": 109095.29617288617, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.4177590294240692, "fast_rcnn/fg_cls_accuracy": 0.5473997833152763, "iteration": 76859, "loss_box_reg": 0.24983823532238603, "loss_cls": 0.2253936561755836, "loss_mask": 0.26490155793726444, "loss_rpn_cls": 0.0456517314305529, "loss_rpn_loc": 0.09033702235319652, "loss_sem_seg": 0.3417474711313844, "lr": 0.02, "mask_rcnn/accuracy": 0.8987591582200338, "mask_rcnn/false_negative": 0.08453321634110633, "mask_rcnn/false_positive": 0.11453299770458725, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5628233695024392, "total_loss": 1.2209583859075792} {"data_time": 0.013062590001936769, "eta_seconds": 109095.9425889955, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.42578125, "fast_rcnn/fg_cls_accuracy": 0.546875, "iteration": 76879, "loss_box_reg": 0.24263436160981655, "loss_cls": 0.2466061634477228, "loss_mask": 0.2651251442730427, "loss_rpn_cls": 0.052149053546600044, "loss_rpn_loc": 0.07581908695283346, "loss_sem_seg": 0.35311637399718165, "lr": 0.02, "mask_rcnn/accuracy": 0.8764829285474056, "mask_rcnn/false_negative": 0.11770688421247835, "mask_rcnn/false_positive": 0.11656331960358077, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.569661293997342, "total_loss": 1.2310111631522886} {"data_time": 0.012283124502573628, "eta_seconds": 109055.47542495985, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.29643306096794464, "fast_rcnn/fg_cls_accuracy": 0.627767160375856, "iteration": 76899, "loss_box_reg": 0.24938075128011405, "loss_cls": 0.21905140508897603, "loss_mask": 0.25592905934900045, "loss_rpn_cls": 0.04646815964952111, "loss_rpn_loc": 0.08536034461576492, "loss_sem_seg": 0.33225934085203335, "lr": 0.02, "mask_rcnn/accuracy": 0.8664241817510197, "mask_rcnn/false_negative": 0.09819678005081875, "mask_rcnn/false_positive": 0.1477938926373548, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5596142944959865, "total_loss": 1.1724544389289804} {"data_time": 0.012545969999337103, "eta_seconds": 109079.92707375973, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.35858981046774474, "fast_rcnn/fg_cls_accuracy": 0.6057207442183967, "iteration": 76919, "loss_box_reg": 0.23557003308087587, "loss_cls": 0.22744374629110098, "loss_mask": 0.2710097124800086, "loss_rpn_cls": 0.04378735471982509, "loss_rpn_loc": 0.0870331112673739, "loss_sem_seg": 0.35299918660894036, "lr": 0.02, "mask_rcnn/accuracy": 0.8771626736769544, "mask_rcnn/false_negative": 0.1242621620804327, "mask_rcnn/false_positive": 0.12057047671107175, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.5713067644974217, "total_loss": 1.268470188282663} {"data_time": 0.011969989998760866, "eta_seconds": 109050.10833760609, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.371825715049452, "fast_rcnn/fg_cls_accuracy": 0.5279610877232905, "iteration": 76939, "loss_box_reg": 0.24290151009336114, "loss_cls": 0.23281773552298546, "loss_mask": 0.262752890586853, "loss_rpn_cls": 0.05470782847260125, "loss_rpn_loc": 0.09123220347100869, "loss_sem_seg": 0.33881799690425396, "lr": 0.02, "mask_rcnn/accuracy": 0.8976429188366242, "mask_rcnn/false_negative": 0.09640191736567547, "mask_rcnn/false_positive": 0.13994933016184666, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5579956920009863, "total_loss": 1.2493571196682751} {"data_time": 0.012241899497894337, "eta_seconds": 109038.81137878606, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.4541123691518906, "fast_rcnn/fg_cls_accuracy": 0.49454394942805535, "iteration": 76959, "loss_box_reg": 0.24648653157055378, "loss_cls": 0.24741186061874032, "loss_mask": 0.26431868225336075, "loss_rpn_cls": 0.05399326953920536, "loss_rpn_loc": 0.06692453974392265, "loss_sem_seg": 0.32540897838771343, "lr": 0.02, "mask_rcnn/accuracy": 0.8859645861987783, "mask_rcnn/false_negative": 0.09492040190165793, "mask_rcnn/false_positive": 0.11551008883105784, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.561699674497504, "total_loss": 1.2375689527543727} {"data_time": 0.013592205501481658, "eta_seconds": 109010.29472659994, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.4145758661887694, "fast_rcnn/fg_cls_accuracy": 0.576099537037037, "iteration": 76979, "loss_box_reg": 0.24710616283118725, "loss_cls": 0.21646571531891823, "loss_mask": 0.2731046099215746, "loss_rpn_cls": 0.048691016621887684, "loss_rpn_loc": 0.07325399189721793, "loss_sem_seg": 0.32780901971273124, "lr": 0.02, "mask_rcnn/accuracy": 0.8762319443906594, "mask_rcnn/false_negative": 0.09534260317497179, "mask_rcnn/false_positive": 0.15232893363738387, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5545155604959291, "total_loss": 1.209633711463539} {"data_time": 0.012325080500886543, "eta_seconds": 108938.95809932519, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.3261627906976744, "fast_rcnn/fg_cls_accuracy": 0.6464285714285715, "iteration": 76999, "loss_box_reg": 0.22294402169063687, "loss_cls": 0.22000310476869345, "loss_mask": 0.25567449908703566, "loss_rpn_cls": 0.049243111760006286, "loss_rpn_loc": 0.08366666757501662, "loss_sem_seg": 0.34675638005137444, "lr": 0.02, "mask_rcnn/accuracy": 0.9044336190219968, "mask_rcnn/false_negative": 0.08422850498610598, "mask_rcnn/false_positive": 0.11631923076050932, "roi_head/num_bg_samples": 456.75, "roi_head/num_fg_samples": 55.25, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5652346690003469, "total_loss": 1.1792226721881889} {"data_time": 0.011777360003179638, "eta_seconds": 108987.70437741998, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.34617030380830127, "fast_rcnn/fg_cls_accuracy": 0.6046850998463902, "iteration": 77019, "loss_box_reg": 0.2398213902488351, "loss_cls": 0.2485991141293198, "loss_mask": 0.2564791077747941, "loss_rpn_cls": 0.04554408643161878, "loss_rpn_loc": 0.07227646850515157, "loss_sem_seg": 0.3829354662448168, "lr": 0.02, "mask_rcnn/accuracy": 0.8891233700610974, "mask_rcnn/false_negative": 0.10264950555392759, "mask_rcnn/false_positive": 0.12482312392464734, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5750295715006359, "total_loss": 1.3094684835232329} {"data_time": 0.012768110500473995, "eta_seconds": 109008.59625529373, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.3523717948717949, "fast_rcnn/fg_cls_accuracy": 0.5979197080291971, "iteration": 77039, "loss_box_reg": 0.25411312468349934, "loss_cls": 0.23615915048867464, "loss_mask": 0.26545687578618526, "loss_rpn_cls": 0.0461521512188483, "loss_rpn_loc": 0.07548348791897297, "loss_sem_seg": 0.3503070385195315, "lr": 0.02, "mask_rcnn/accuracy": 0.8797802197802198, "mask_rcnn/false_negative": 0.09339618739168531, "mask_rcnn/false_positive": 0.13963507822341575, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.5727010820010037, "total_loss": 1.253025132784387} {"data_time": 0.012220138003613101, "eta_seconds": 108994.25882769549, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.3732142857142857, "fast_rcnn/fg_cls_accuracy": 0.5842105263157895, "iteration": 77059, "loss_box_reg": 0.24099098052829504, "loss_cls": 0.21885222650598735, "loss_mask": 0.2664504013955593, "loss_rpn_cls": 0.052681360466522165, "loss_rpn_loc": 0.07394404895603657, "loss_sem_seg": 0.3358376333490014, "lr": 0.02, "mask_rcnn/accuracy": 0.8890144747170123, "mask_rcnn/false_negative": 0.08603970732964687, "mask_rcnn/false_positive": 0.1154937771650329, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.5465262910038291, "total_loss": 1.2059638978389557} {"data_time": 0.01204615849928814, "eta_seconds": 108985.9992338738, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.3366174055829228, "fast_rcnn/fg_cls_accuracy": 0.5833524684270953, "iteration": 77079, "loss_box_reg": 0.2296132380142808, "loss_cls": 0.22198007348924875, "loss_mask": 0.27331075072288513, "loss_rpn_cls": 0.04632663173833862, "loss_rpn_loc": 0.08869797937222756, "loss_sem_seg": 0.34628003695979714, "lr": 0.02, "mask_rcnn/accuracy": 0.880154394111075, "mask_rcnn/false_negative": 0.09840322394660789, "mask_rcnn/false_positive": 0.14102146406661453, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.5841476240020711, "total_loss": 1.2333323703496717} {"data_time": 0.012379806496028323, "eta_seconds": 108995.05554002155, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.42843716433942, "fast_rcnn/fg_cls_accuracy": 0.5664607948442535, "iteration": 77099, "loss_box_reg": 0.24394323164597154, "loss_cls": 0.2314034798182547, "loss_mask": 0.26366135478019714, "loss_rpn_cls": 0.046923392481403425, "loss_rpn_loc": 0.07770213193725795, "loss_sem_seg": 0.3071018187329173, "lr": 0.02, "mask_rcnn/accuracy": 0.878797230743869, "mask_rcnn/false_negative": 0.11836933801066983, "mask_rcnn/false_positive": 0.1296017908269841, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5770603204982763, "total_loss": 1.1588595195498783} {"data_time": 0.012159083500591805, "eta_seconds": 108889.96074665472, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.3881671587553941, "fast_rcnn/fg_cls_accuracy": 0.5834577485816661, "iteration": 77119, "loss_box_reg": 0.21943075116723776, "loss_cls": 0.21514826640486717, "loss_mask": 0.26438415236771107, "loss_rpn_cls": 0.042075143253896385, "loss_rpn_loc": 0.07503861022996716, "loss_sem_seg": 0.4116145623847842, "lr": 0.02, "mask_rcnn/accuracy": 0.895527758387057, "mask_rcnn/false_negative": 0.1019159051111925, "mask_rcnn/false_positive": 0.1222827397131799, "roi_head/num_bg_samples": 462.75, "roi_head/num_fg_samples": 49.25, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5541006695020769, "total_loss": 1.2143066561257} {"data_time": 0.012321382000664016, "eta_seconds": 108806.60068495278, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.29549225663716816, "fast_rcnn/fg_cls_accuracy": 0.5499004289215687, "iteration": 77139, "loss_box_reg": 0.225788161624223, "loss_cls": 0.22538482956588268, "loss_mask": 0.26903935335576534, "loss_rpn_cls": 0.04486657490633661, "loss_rpn_loc": 0.06916516117053106, "loss_sem_seg": 0.3610773989930749, "lr": 0.02, "mask_rcnn/accuracy": 0.8958966316500192, "mask_rcnn/false_negative": 0.10607270994454032, "mask_rcnn/false_positive": 0.10699463194425214, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5588736629979394, "total_loss": 1.2380818417586852} {"data_time": 0.012859930000558961, "eta_seconds": 108739.47995933655, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.2920539456898123, "fast_rcnn/fg_cls_accuracy": 0.6824576271186441, "iteration": 77159, "loss_box_reg": 0.24656177125871181, "loss_cls": 0.23478683875873685, "loss_mask": 0.28016175515949726, "loss_rpn_cls": 0.05175534842419438, "loss_rpn_loc": 0.07325939310248941, "loss_sem_seg": 0.3658085693605244, "lr": 0.02, "mask_rcnn/accuracy": 0.8967558001056033, "mask_rcnn/false_negative": 0.09213492417820782, "mask_rcnn/false_positive": 0.11729825772453797, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5515545974994893, "total_loss": 1.249579558498226} {"data_time": 0.012911915000586305, "eta_seconds": 108741.2256512074, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.39545102093564233, "fast_rcnn/fg_cls_accuracy": 0.5680559603614107, "iteration": 77179, "loss_box_reg": 0.22601850237697363, "loss_cls": 0.21411732025444508, "loss_mask": 0.25825407449156046, "loss_rpn_cls": 0.04211291058163624, "loss_rpn_loc": 0.07626216983771883, "loss_sem_seg": 0.3423088751733303, "lr": 0.02, "mask_rcnn/accuracy": 0.8909399118877398, "mask_rcnn/false_negative": 0.09712418959989402, "mask_rcnn/false_positive": 0.11367975877318565, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.5632242460014822, "total_loss": 1.2022492870746646} {"data_time": 0.013389307998295408, "eta_seconds": 108718.01980707768, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.31969429747207523, "fast_rcnn/fg_cls_accuracy": 0.6024691358024692, "iteration": 77199, "loss_box_reg": 0.2415593236219138, "loss_cls": 0.22808477375656366, "loss_mask": 0.2611547037959099, "loss_rpn_cls": 0.04480793938273564, "loss_rpn_loc": 0.07964987188461237, "loss_sem_seg": 0.3843585276044905, "lr": 0.02, "mask_rcnn/accuracy": 0.895513141821465, "mask_rcnn/false_negative": 0.1079035263509475, "mask_rcnn/false_positive": 0.10708261479505755, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5628736114995263, "total_loss": 1.2412141285603866} {"data_time": 0.012501100500230677, "eta_seconds": 108706.74206268766, "fast_rcnn/cls_accuracy": 0.9130859375, "fast_rcnn/false_negative": 0.3886745128304071, "fast_rcnn/fg_cls_accuracy": 0.5440027573529411, "iteration": 77219, "loss_box_reg": 0.2558924010954797, "loss_cls": 0.23163905553519726, "loss_mask": 0.2643888909369707, "loss_rpn_cls": 0.044018167769536376, "loss_rpn_loc": 0.08996411669068038, "loss_sem_seg": 0.3406778310891241, "lr": 0.02, "mask_rcnn/accuracy": 0.8733645802070829, "mask_rcnn/false_negative": 0.11549951430637942, "mask_rcnn/false_positive": 0.12081449098390361, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.5709539794988814, "total_loss": 1.2452398045861628} {"data_time": 0.013182634502300061, "eta_seconds": 108707.38870637736, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.3640395220588235, "fast_rcnn/fg_cls_accuracy": 0.580718954248366, "iteration": 77239, "loss_box_reg": 0.24172989465296268, "loss_cls": 0.23184412717819214, "loss_mask": 0.258117965888232, "loss_rpn_cls": 0.04692378669278696, "loss_rpn_loc": 0.07891548308543861, "loss_sem_seg": 0.323756177444011, "lr": 0.02, "mask_rcnn/accuracy": 0.8715757279343155, "mask_rcnn/false_negative": 0.11978865880447809, "mask_rcnn/false_positive": 0.15380266541178625, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5712731080020603, "total_loss": 1.1548175118659856} {"data_time": 0.012401527998008532, "eta_seconds": 108723.53117978951, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.4276393249607535, "fast_rcnn/fg_cls_accuracy": 0.5240017746228927, "iteration": 77259, "loss_box_reg": 0.23766232561320066, "loss_cls": 0.22972000390291214, "loss_mask": 0.2613240061327815, "loss_rpn_cls": 0.05030826810980216, "loss_rpn_loc": 0.08557508885860443, "loss_sem_seg": 0.35951907839626074, "lr": 0.02, "mask_rcnn/accuracy": 0.8818656630359436, "mask_rcnn/false_negative": 0.09950511004482895, "mask_rcnn/false_positive": 0.13486096788176566, "roi_head/num_bg_samples": 455.5, "roi_head/num_fg_samples": 56.5, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.5708556245008367, "total_loss": 1.2007119909103494} {"data_time": 0.012138694502937142, "eta_seconds": 108752.02002822992, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.36767314189189193, "fast_rcnn/fg_cls_accuracy": 0.6125, "iteration": 77279, "loss_box_reg": 0.22833430022001266, "loss_cls": 0.21645154850557446, "loss_mask": 0.26516190078109503, "loss_rpn_cls": 0.04077023919671774, "loss_rpn_loc": 0.08772504550870508, "loss_sem_seg": 0.34599463222548366, "lr": 0.02, "mask_rcnn/accuracy": 0.8830245371344414, "mask_rcnn/false_negative": 0.10381328530330873, "mask_rcnn/false_positive": 0.1172167118594587, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.5641253204994428, "total_loss": 1.1841461344447453} {"data_time": 0.012405818000843283, "eta_seconds": 108727.42469748882, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.43539429840799704, "fast_rcnn/fg_cls_accuracy": 0.5578850651520214, "iteration": 77299, "loss_box_reg": 0.21433602459728718, "loss_cls": 0.20340630994178355, "loss_mask": 0.2678808122873306, "loss_rpn_cls": 0.043496008205693215, "loss_rpn_loc": 0.08378954738145694, "loss_sem_seg": 0.3762191184796393, "lr": 0.02, "mask_rcnn/accuracy": 0.8752625334857369, "mask_rcnn/false_negative": 0.10130631609537394, "mask_rcnn/false_positive": 0.1544806925434467, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.564075280999532, "total_loss": 1.237820881884545} {"data_time": 0.013016705503105186, "eta_seconds": 108716.1401245289, "fast_rcnn/cls_accuracy": 0.91162109375, "fast_rcnn/false_negative": 0.3221991701244813, "fast_rcnn/fg_cls_accuracy": 0.6005016722408028, "iteration": 77319, "loss_box_reg": 0.24027502350509167, "loss_cls": 0.23437201138585806, "loss_mask": 0.25784218683838844, "loss_rpn_cls": 0.04820780731824925, "loss_rpn_loc": 0.06940686676534824, "loss_sem_seg": 0.33945189556106925, "lr": 0.02, "mask_rcnn/accuracy": 0.8810915042358674, "mask_rcnn/false_negative": 0.09452184742535372, "mask_rcnn/false_positive": 0.1645866002168016, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.567553457498434, "total_loss": 1.1940414677956142} {"data_time": 0.011947505998250563, "eta_seconds": 108688.6438993137, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3341263799010278, "fast_rcnn/fg_cls_accuracy": 0.5825761017719219, "iteration": 77339, "loss_box_reg": 0.23654481652192771, "loss_cls": 0.21975115523673594, "loss_mask": 0.25643995869904757, "loss_rpn_cls": 0.040321483684238046, "loss_rpn_loc": 0.06514051466365345, "loss_sem_seg": 0.340696218656376, "lr": 0.02, "mask_rcnn/accuracy": 0.8973402889859275, "mask_rcnn/false_negative": 0.09392250012367051, "mask_rcnn/false_positive": 0.10966819888045777, "roi_head/num_bg_samples": 465.25, "roi_head/num_fg_samples": 46.75, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5551686405015062, "total_loss": 1.1740262967141462} {"data_time": 0.013282995503686834, "eta_seconds": 108723.09167128056, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.35875086585084276, "fast_rcnn/fg_cls_accuracy": 0.5996136865342163, "iteration": 77359, "loss_box_reg": 0.23698286013677716, "loss_cls": 0.2292320327833295, "loss_mask": 0.2654431266710162, "loss_rpn_cls": 0.04302084693335928, "loss_rpn_loc": 0.07359889120562002, "loss_sem_seg": 0.37060256442055106, "lr": 0.02, "mask_rcnn/accuracy": 0.895077000649506, "mask_rcnn/false_negative": 0.09250314990008264, "mask_rcnn/false_positive": 0.13695520950723777, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.569876720499451, "total_loss": 1.19162207597401} {"data_time": 0.012971665000804933, "eta_seconds": 108695.59025668025, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.39398932831136224, "fast_rcnn/fg_cls_accuracy": 0.5806100217864923, "iteration": 77379, "loss_box_reg": 0.24210273707285523, "loss_cls": 0.24175965040922165, "loss_mask": 0.2541469819843769, "loss_rpn_cls": 0.05137196954456158, "loss_rpn_loc": 0.08788347308291122, "loss_sem_seg": 0.3302931422367692, "lr": 0.02, "mask_rcnn/accuracy": 0.8816983043217287, "mask_rcnn/false_negative": 0.1029791431214259, "mask_rcnn/false_positive": 0.1056591151058156, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.5601101725005719, "total_loss": 1.2237784012686461} {"data_time": 0.012993049502256326, "eta_seconds": 108726.00588663024, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.3067677594451385, "fast_rcnn/fg_cls_accuracy": 0.6378846326365838, "iteration": 77399, "loss_box_reg": 0.21526635345071554, "loss_cls": 0.20578806614503264, "loss_mask": 0.26302058156579733, "loss_rpn_cls": 0.04544380496372469, "loss_rpn_loc": 0.08559470844920725, "loss_sem_seg": 0.32457292499020696, "lr": 0.02, "mask_rcnn/accuracy": 0.8815435907643312, "mask_rcnn/false_negative": 0.09757705309217363, "mask_rcnn/false_positive": 0.13782571585814102, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5643400560038572, "total_loss": 1.1207087761722505} {"data_time": 0.01268996200087713, "eta_seconds": 108793.92455180436, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.3710236695311322, "fast_rcnn/fg_cls_accuracy": 0.6004039435848281, "iteration": 77419, "loss_box_reg": 0.236965699121356, "loss_cls": 0.22361596953123808, "loss_mask": 0.26098339539021254, "loss_rpn_cls": 0.048583524345303886, "loss_rpn_loc": 0.08168629635474645, "loss_sem_seg": 0.32021079445257783, "lr": 0.02, "mask_rcnn/accuracy": 0.8960053470721958, "mask_rcnn/false_negative": 0.09327529371347631, "mask_rcnn/false_positive": 0.12142366526408482, "roi_head/num_bg_samples": 468.25, "roi_head/num_fg_samples": 43.75, "rpn/num_neg_anchors": 235.0, "rpn/num_pos_anchors": 21.0, "time": 0.5674726869983715, "total_loss": 1.1590381635760423} {"data_time": 0.012239185500220628, "eta_seconds": 108779.59310939547, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.32745550428477255, "fast_rcnn/fg_cls_accuracy": 0.6010219467247445, "iteration": 77439, "loss_box_reg": 0.234579149633646, "loss_cls": 0.21211035177111626, "loss_mask": 0.2569176433607936, "loss_rpn_cls": 0.04519797957618721, "loss_rpn_loc": 0.07434760709293187, "loss_sem_seg": 0.32854412822052836, "lr": 0.02, "mask_rcnn/accuracy": 0.90141710912271, "mask_rcnn/false_negative": 0.08705766839056481, "mask_rcnn/false_positive": 0.11831330489848584, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5539372675011691, "total_loss": 1.1513984441116918} {"data_time": 0.013815688504109858, "eta_seconds": 108756.38740828553, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.3575507614213198, "fast_rcnn/fg_cls_accuracy": 0.5693530701754386, "iteration": 77459, "loss_box_reg": 0.25085279578343034, "loss_cls": 0.23634792515076697, "loss_mask": 0.2742813201621175, "loss_rpn_cls": 0.05237932677846402, "loss_rpn_loc": 0.089903926855186, "loss_sem_seg": 0.3597398791462183, "lr": 0.02, "mask_rcnn/accuracy": 0.8803223763463719, "mask_rcnn/false_negative": 0.11399462121935694, "mask_rcnn/false_positive": 0.13034004582579473, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.5730813244990713, "total_loss": 1.2697744159086142} {"data_time": 0.011988287002168363, "eta_seconds": 108712.48480316931, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3935682152242662, "fast_rcnn/fg_cls_accuracy": 0.5286624203821656, "iteration": 77479, "loss_box_reg": 0.23960918933153152, "loss_cls": 0.22609779192134738, "loss_mask": 0.265219209715724, "loss_rpn_cls": 0.05705577752087265, "loss_rpn_loc": 0.0741796953661833, "loss_sem_seg": 0.35734674520790577, "lr": 0.02, "mask_rcnn/accuracy": 0.8843460300463202, "mask_rcnn/false_negative": 0.08830990549936002, "mask_rcnn/false_positive": 0.13217971966975936, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5583826990005036, "total_loss": 1.2441866365261376} {"data_time": 0.012573785999848042, "eta_seconds": 108716.62018726053, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.34486721768474593, "fast_rcnn/fg_cls_accuracy": 0.5649585921325052, "iteration": 77499, "loss_box_reg": 0.2388216913677752, "loss_cls": 0.21551961498335004, "loss_mask": 0.26527961483225226, "loss_rpn_cls": 0.042310458462452516, "loss_rpn_loc": 0.07049802358960733, "loss_sem_seg": 0.319033520296216, "lr": 0.02, "mask_rcnn/accuracy": 0.8834667132982226, "mask_rcnn/false_negative": 0.08897157768331215, "mask_rcnn/false_positive": 0.13274516532487268, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 235.25, "rpn/num_pos_anchors": 20.75, "time": 0.5625242129972321, "total_loss": 1.1662984269787557} {"data_time": 0.012582745501276804, "eta_seconds": 108636.32442384747, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.46797020484171326, "fast_rcnn/fg_cls_accuracy": 0.4915668370053894, "iteration": 77519, "loss_box_reg": 0.24214767152443528, "loss_cls": 0.21202510013245046, "loss_mask": 0.26420378871262074, "loss_rpn_cls": 0.04489351583470125, "loss_rpn_loc": 0.07635583757655695, "loss_sem_seg": 0.3367557958699763, "lr": 0.02, "mask_rcnn/accuracy": 0.8767975680702038, "mask_rcnn/false_negative": 0.10023404782708503, "mask_rcnn/false_positive": 0.14465507646835202, "roi_head/num_bg_samples": 432.75, "roi_head/num_fg_samples": 79.25, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5580776705028256, "total_loss": 1.2250346137734596} {"data_time": 0.01307170400468749, "eta_seconds": 108646.97389394003, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.4392307692307692, "fast_rcnn/fg_cls_accuracy": 0.5201149425287357, "iteration": 77539, "loss_box_reg": 0.241429008776322, "loss_cls": 0.23403349937871099, "loss_mask": 0.25774258095771074, "loss_rpn_cls": 0.05180239427136257, "loss_rpn_loc": 0.08554415701655671, "loss_sem_seg": 0.3368931694421917, "lr": 0.02, "mask_rcnn/accuracy": 0.8832506450856205, "mask_rcnn/false_negative": 0.10078282421018897, "mask_rcnn/false_positive": 0.1389402187114735, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5610806434997357, "total_loss": 1.18116223035031} {"data_time": 0.01227440499860677, "eta_seconds": 108576.72882710834, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.4041353383458647, "fast_rcnn/fg_cls_accuracy": 0.5853174603174603, "iteration": 77559, "loss_box_reg": 0.22393471840769053, "loss_cls": 0.21339354943484068, "loss_mask": 0.2540150247514248, "loss_rpn_cls": 0.043988372170133516, "loss_rpn_loc": 0.06576831450365717, "loss_sem_seg": 0.31314868573099375, "lr": 0.02, "mask_rcnn/accuracy": 0.8798124236012435, "mask_rcnn/false_negative": 0.09900861966315393, "mask_rcnn/false_positive": 0.14222492390058716, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5588762920015142, "total_loss": 1.143473245552741} {"data_time": 0.01188503899902571, "eta_seconds": 108577.42662836936, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.41281544542414106, "fast_rcnn/fg_cls_accuracy": 0.5581095041322315, "iteration": 77579, "loss_box_reg": 0.25051599787548184, "loss_cls": 0.2431058764923364, "loss_mask": 0.26551847998052835, "loss_rpn_cls": 0.04318362113554031, "loss_rpn_loc": 0.06931542110396549, "loss_sem_seg": 0.3588447517249733, "lr": 0.02, "mask_rcnn/accuracy": 0.8830432418869187, "mask_rcnn/false_negative": 0.09894205364084005, "mask_rcnn/false_positive": 0.13973590544320552, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5637923885005875, "total_loss": 1.2545989305654075} {"data_time": 0.012674839999817777, "eta_seconds": 108577.27864657369, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.3701680672268908, "fast_rcnn/fg_cls_accuracy": 0.6026068821689259, "iteration": 77599, "loss_box_reg": 0.24319129181094468, "loss_cls": 0.23070989083498716, "loss_mask": 0.2621172359213233, "loss_rpn_cls": 0.043582106300164014, "loss_rpn_loc": 0.08503250719513744, "loss_sem_seg": 0.337134325876832, "lr": 0.02, "mask_rcnn/accuracy": 0.9031215292239345, "mask_rcnn/false_negative": 0.08119814059181363, "mask_rcnn/false_positive": 0.11282325276064498, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5693376060007722, "total_loss": 1.2061801995732822} {"data_time": 0.01305889199647936, "eta_seconds": 108685.03013783623, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3309527017922113, "fast_rcnn/fg_cls_accuracy": 0.618089430894309, "iteration": 77619, "loss_box_reg": 0.22104960959404707, "loss_cls": 0.20614496525377035, "loss_mask": 0.2525962730869651, "loss_rpn_cls": 0.038885938993189484, "loss_rpn_loc": 0.0696956467727432, "loss_sem_seg": 0.3707037200219929, "lr": 0.02, "mask_rcnn/accuracy": 0.8887898872096778, "mask_rcnn/false_negative": 0.09488078837704225, "mask_rcnn/false_positive": 0.12358471646959632, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5726886089978507, "total_loss": 1.1468030272517353} {"data_time": 0.012918612501380267, "eta_seconds": 108609.20832164036, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.4093803839527443, "fast_rcnn/fg_cls_accuracy": 0.5358242134062927, "iteration": 77639, "loss_box_reg": 0.25469073792919517, "loss_cls": 0.2433840858284384, "loss_mask": 0.2541544111445546, "loss_rpn_cls": 0.04821491602342576, "loss_rpn_loc": 0.07640176021959633, "loss_sem_seg": 0.34007010981440544, "lr": 0.02, "mask_rcnn/accuracy": 0.8852599658062551, "mask_rcnn/false_negative": 0.08848888398743619, "mask_rcnn/false_positive": 0.14803315772274303, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5641739380007493, "total_loss": 1.2382837451295927} {"data_time": 0.01225581200196757, "eta_seconds": 108610.84265886001, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3661904761904762, "fast_rcnn/fg_cls_accuracy": 0.5486545682102628, "iteration": 77659, "loss_box_reg": 0.23446074314415455, "loss_cls": 0.2140569882467389, "loss_mask": 0.27386974450200796, "loss_rpn_cls": 0.03964307725254912, "loss_rpn_loc": 0.07088467107678298, "loss_sem_seg": 0.36961584258824587, "lr": 0.02, "mask_rcnn/accuracy": 0.882943492806032, "mask_rcnn/false_negative": 0.1042015930069094, "mask_rcnn/false_positive": 0.11380930410953531, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5573267959989607, "total_loss": 1.1857271598710213} {"data_time": 0.013283874501212267, "eta_seconds": 108586.62386672036, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.3919834954317713, "fast_rcnn/fg_cls_accuracy": 0.5442176870748299, "iteration": 77679, "loss_box_reg": 0.22646437084767967, "loss_cls": 0.22472257632762194, "loss_mask": 0.25157520174980164, "loss_rpn_cls": 0.04405243819928728, "loss_rpn_loc": 0.07765510107856244, "loss_sem_seg": 0.3108236067928374, "lr": 0.02, "mask_rcnn/accuracy": 0.8868154784812632, "mask_rcnn/false_negative": 0.10662285116254044, "mask_rcnn/false_positive": 0.12210091664323441, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 234.25, "rpn/num_pos_anchors": 21.75, "time": 0.5766424239991466, "total_loss": 1.1756974844902288} {"data_time": 0.013026630000240402, "eta_seconds": 108529.43160152627, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.3133855893880012, "fast_rcnn/fg_cls_accuracy": 0.60411051212938, "iteration": 77699, "loss_box_reg": 0.2440020516514778, "loss_cls": 0.22652387886773795, "loss_mask": 0.2679988397285342, "loss_rpn_cls": 0.040641492192662554, "loss_rpn_loc": 0.0764855113811791, "loss_sem_seg": 0.3417509766295552, "lr": 0.02, "mask_rcnn/accuracy": 0.8841800511928255, "mask_rcnn/false_negative": 0.09310029659548813, "mask_rcnn/false_positive": 0.13864569792300024, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5691331304988125, "total_loss": 1.2022013773894287} {"data_time": 0.012258111000846839, "eta_seconds": 108486.45556614868, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.3855202352611679, "fast_rcnn/fg_cls_accuracy": 0.5520764667106131, "iteration": 77719, "loss_box_reg": 0.24495998653583229, "loss_cls": 0.22621870646253228, "loss_mask": 0.27624961361289024, "loss_rpn_cls": 0.051384109508944675, "loss_rpn_loc": 0.07780295517295599, "loss_sem_seg": 0.33559647016227245, "lr": 0.02, "mask_rcnn/accuracy": 0.8873318540286743, "mask_rcnn/false_negative": 0.0987235255739132, "mask_rcnn/false_positive": 0.1338276166893146, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.5554334330045094, "total_loss": 1.257046205952065} {"data_time": 0.012546830999781378, "eta_seconds": 108468.46784492818, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.374599358974359, "fast_rcnn/fg_cls_accuracy": 0.6052129688493325, "iteration": 77739, "loss_box_reg": 0.2396173719316721, "loss_cls": 0.23353781085461378, "loss_mask": 0.2535107508301735, "loss_rpn_cls": 0.048200088524026796, "loss_rpn_loc": 0.08655976847512648, "loss_sem_seg": 0.3493991419672966, "lr": 0.02, "mask_rcnn/accuracy": 0.896591625392309, "mask_rcnn/false_negative": 0.07961381727508571, "mask_rcnn/false_positive": 0.11509516975605266, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.5567473285009328, "total_loss": 1.2013150120001228} {"data_time": 0.013507896499504568, "eta_seconds": 108451.7032084748, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3864406779661017, "fast_rcnn/fg_cls_accuracy": 0.5657150552114194, "iteration": 77759, "loss_box_reg": 0.23000797722488642, "loss_cls": 0.22209658240899444, "loss_mask": 0.25908238627016544, "loss_rpn_cls": 0.04308997836778872, "loss_rpn_loc": 0.07301509036915377, "loss_sem_seg": 0.33082313230261207, "lr": 0.02, "mask_rcnn/accuracy": 0.8828986776522003, "mask_rcnn/false_negative": 0.13368624387473776, "mask_rcnn/false_positive": 0.1308991925179674, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5717506509972736, "total_loss": 1.183701878238935} {"data_time": 0.01332475150047685, "eta_seconds": 108423.42750229957, "fast_rcnn/cls_accuracy": 0.89990234375, "fast_rcnn/false_negative": 0.40494326333637665, "fast_rcnn/fg_cls_accuracy": 0.5753316217372699, "iteration": 77779, "loss_box_reg": 0.24465665640309453, "loss_cls": 0.23214969015680254, "loss_mask": 0.274208658374846, "loss_rpn_cls": 0.05193000944564119, "loss_rpn_loc": 0.08584032242652029, "loss_sem_seg": 0.3790731797926128, "lr": 0.02, "mask_rcnn/accuracy": 0.8764478935138412, "mask_rcnn/false_negative": 0.1157704342944392, "mask_rcnn/false_positive": 0.1341687498494148, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 206.0, "rpn/num_pos_anchors": 50.0, "time": 0.5510693919968617, "total_loss": 1.269531054480467} {"data_time": 0.012750331999995979, "eta_seconds": 108429.13742839491, "fast_rcnn/cls_accuracy": 0.90869140625, "fast_rcnn/false_negative": 0.32369504006930905, "fast_rcnn/fg_cls_accuracy": 0.6278659611992945, "iteration": 77799, "loss_box_reg": 0.2523187845945358, "loss_cls": 0.23241384816356003, "loss_mask": 0.26927350461483, "loss_rpn_cls": 0.053086660540429875, "loss_rpn_loc": 0.08344239351572469, "loss_sem_seg": 0.34809438744559884, "lr": 0.02, "mask_rcnn/accuracy": 0.8765050553860687, "mask_rcnn/false_negative": 0.090078327307476, "mask_rcnn/false_positive": 0.15444699043423077, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 202.75, "rpn/num_pos_anchors": 53.25, "time": 0.5831100334980874, "total_loss": 1.2566404690296622} {"data_time": 0.012189580498670693, "eta_seconds": 108430.0347780489, "fast_rcnn/cls_accuracy": 0.9609375, "fast_rcnn/false_negative": 0.29981143934632304, "fast_rcnn/fg_cls_accuracy": 0.6633545310015898, "iteration": 77819, "loss_box_reg": 0.227218025829643, "loss_cls": 0.22957558371126652, "loss_mask": 0.2667136564850807, "loss_rpn_cls": 0.04915261245332658, "loss_rpn_loc": 0.08557569707045332, "loss_sem_seg": 0.3160611435305327, "lr": 0.02, "mask_rcnn/accuracy": 0.9193818518309222, "mask_rcnn/false_negative": 0.06718644023647807, "mask_rcnn/false_positive": 0.0953681009362137, "roi_head/num_bg_samples": 470.5, "roi_head/num_fg_samples": 41.5, "rpn/num_neg_anchors": 237.25, "rpn/num_pos_anchors": 18.75, "time": 0.5790934189972177, "total_loss": 1.1905718870693818} {"data_time": 0.013345511000807164, "eta_seconds": 108399.5046395395, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3255434782608696, "fast_rcnn/fg_cls_accuracy": 0.6475372540097827, "iteration": 77839, "loss_box_reg": 0.2533958456479013, "loss_cls": 0.23216057266108692, "loss_mask": 0.276742285117507, "loss_rpn_cls": 0.04720655773417093, "loss_rpn_loc": 0.08660700818290934, "loss_sem_seg": 0.31758084520697594, "lr": 0.02, "mask_rcnn/accuracy": 0.8886010223054739, "mask_rcnn/false_negative": 0.0909678842169369, "mask_rcnn/false_positive": 0.12834880057948772, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.5580734084978758, "total_loss": 1.2097641093059792} {"data_time": 0.012820795498555526, "eta_seconds": 108384.53693283789, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.31653178512784425, "fast_rcnn/fg_cls_accuracy": 0.6304597701149426, "iteration": 77859, "loss_box_reg": 0.22891311161220074, "loss_cls": 0.2270392389036715, "loss_mask": 0.24245634581893682, "loss_rpn_cls": 0.040411739028058946, "loss_rpn_loc": 0.0774212385294959, "loss_sem_seg": 0.32487511169165373, "lr": 0.02, "mask_rcnn/accuracy": 0.9137064308482014, "mask_rcnn/false_negative": 0.08469133809357929, "mask_rcnn/false_positive": 0.10225603434306352, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5563018450011441, "total_loss": 1.1709606520016678} {"data_time": 0.012599407997186063, "eta_seconds": 108384.00586823512, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.3015458058649693, "fast_rcnn/fg_cls_accuracy": 0.6686401077142404, "iteration": 77879, "loss_box_reg": 0.2498676662798971, "loss_cls": 0.2424704043660313, "loss_mask": 0.2652129726484418, "loss_rpn_cls": 0.05186406435677782, "loss_rpn_loc": 0.05831734579987824, "loss_sem_seg": 0.3914968566969037, "lr": 0.02, "mask_rcnn/accuracy": 0.8948784206239131, "mask_rcnn/false_negative": 0.0838905967762156, "mask_rcnn/false_positive": 0.1418959559256232, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5705423724975844, "total_loss": 1.248604110267479} {"data_time": 0.012547982998512452, "eta_seconds": 108411.25824721478, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.33469769021739126, "fast_rcnn/fg_cls_accuracy": 0.571320564516129, "iteration": 77899, "loss_box_reg": 0.2376811970025301, "loss_cls": 0.22266363771632314, "loss_mask": 0.25201939325779676, "loss_rpn_cls": 0.04131556843640283, "loss_rpn_loc": 0.06794774648733437, "loss_sem_seg": 0.353097983635962, "lr": 0.02, "mask_rcnn/accuracy": 0.8838701940660466, "mask_rcnn/false_negative": 0.09789676091248402, "mask_rcnn/false_positive": 0.14210559941008838, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5703961220024212, "total_loss": 1.1616922819303} {"data_time": 0.012920509005198255, "eta_seconds": 108385.57477720111, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.38434838948537575, "fast_rcnn/fg_cls_accuracy": 0.5809817170111288, "iteration": 77919, "loss_box_reg": 0.2579637453891337, "loss_cls": 0.25303017860278487, "loss_mask": 0.27142609655857086, "loss_rpn_cls": 0.04178294926532544, "loss_rpn_loc": 0.07414824978332035, "loss_sem_seg": 0.3327278238721192, "lr": 0.02, "mask_rcnn/accuracy": 0.8797446547642209, "mask_rcnn/false_negative": 0.10161199916348279, "mask_rcnn/false_positive": 0.13022386443758843, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.568507509000483, "total_loss": 1.1928965304978192} {"data_time": 0.01390964050006005, "eta_seconds": 108355.6332421279, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.3474929128277817, "fast_rcnn/fg_cls_accuracy": 0.5971768336964416, "iteration": 77939, "loss_box_reg": 0.24105239217169583, "loss_cls": 0.2330825123935938, "loss_mask": 0.2725217272527516, "loss_rpn_cls": 0.052413205048651434, "loss_rpn_loc": 0.09044480021111667, "loss_sem_seg": 0.3329926496371627, "lr": 0.02, "mask_rcnn/accuracy": 0.8809425251721094, "mask_rcnn/false_negative": 0.09385215572807865, "mask_rcnn/false_positive": 0.1433336549999289, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5559793909960717, "total_loss": 1.2463667038828135} {"data_time": 0.012890784502815222, "eta_seconds": 108338.87430807533, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.34765625, "fast_rcnn/fg_cls_accuracy": 0.5658052884615384, "iteration": 77959, "loss_box_reg": 0.23281504726037383, "loss_cls": 0.23458050144836307, "loss_mask": 0.26940552704036236, "loss_rpn_cls": 0.04883621050976217, "loss_rpn_loc": 0.09303307672962546, "loss_sem_seg": 0.3639564225450158, "lr": 0.02, "mask_rcnn/accuracy": 0.881635501252098, "mask_rcnn/false_negative": 0.09668824613244115, "mask_rcnn/false_positive": 0.1277526584383738, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5472486995022336, "total_loss": 1.2499640294117853} {"data_time": 0.012598927998624276, "eta_seconds": 108333.06632156784, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.3877055069523689, "fast_rcnn/fg_cls_accuracy": 0.5446937999239254, "iteration": 77979, "loss_box_reg": 0.22261480474844575, "loss_cls": 0.2009522058069706, "loss_mask": 0.267231113743037, "loss_rpn_cls": 0.04995147947920486, "loss_rpn_loc": 0.0831561594386585, "loss_sem_seg": 0.3243029164150357, "lr": 0.02, "mask_rcnn/accuracy": 0.8677408107697788, "mask_rcnn/false_negative": 0.10925019413334788, "mask_rcnn/false_positive": 0.15313975545835085, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.5559945330023766, "total_loss": 1.179676225205185} {"data_time": 0.012685673500527628, "eta_seconds": 108354.82373711477, "fast_rcnn/cls_accuracy": 0.90869140625, "fast_rcnn/false_negative": 0.33646122663463707, "fast_rcnn/fg_cls_accuracy": 0.5862395632626847, "iteration": 77999, "loss_box_reg": 0.24944982817396522, "loss_cls": 0.21874429867602885, "loss_mask": 0.26661480218172073, "loss_rpn_cls": 0.05622675470658578, "loss_rpn_loc": 0.0997756251890678, "loss_sem_seg": 0.33066867385059595, "lr": 0.02, "mask_rcnn/accuracy": 0.8764648729457889, "mask_rcnn/false_negative": 0.09285380666646295, "mask_rcnn/false_positive": 0.1335019033937901, "roi_head/num_bg_samples": 428.75, "roi_head/num_fg_samples": 83.25, "rpn/num_neg_anchors": 204.25, "rpn/num_pos_anchors": 51.75, "time": 0.5794476000010036, "total_loss": 1.2208422825206071} {"data_time": 0.012534850498923333, "eta_seconds": 108317.19320184932, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.3623797262501694, "fast_rcnn/fg_cls_accuracy": 0.6073146767854722, "iteration": 78019, "loss_box_reg": 0.2586636644555256, "loss_cls": 0.2412380059249699, "loss_mask": 0.26366492081433535, "loss_rpn_cls": 0.05043755262158811, "loss_rpn_loc": 0.078664428263437, "loss_sem_seg": 0.32487372891046107, "lr": 0.02, "mask_rcnn/accuracy": 0.8783258601437645, "mask_rcnn/false_negative": 0.09533029232884223, "mask_rcnn/false_positive": 0.14492017306691696, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 207.5, "rpn/num_pos_anchors": 48.5, "time": 0.5724295444997551, "total_loss": 1.1978686038928572} {"data_time": 0.012478652501158649, "eta_seconds": 108286.68309443978, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.4041289592760181, "fast_rcnn/fg_cls_accuracy": 0.5392837118026352, "iteration": 78039, "loss_box_reg": 0.2414865344762802, "loss_cls": 0.21798339113593102, "loss_mask": 0.2580782137811184, "loss_rpn_cls": 0.04039101870148443, "loss_rpn_loc": 0.07175557388109155, "loss_sem_seg": 0.3473669709637761, "lr": 0.02, "mask_rcnn/accuracy": 0.8945578231292517, "mask_rcnn/false_negative": 0.08649226252449035, "mask_rcnn/false_positive": 0.12272031301738248, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5613177880004514, "total_loss": 1.174192151229363} {"data_time": 0.013524729001801461, "eta_seconds": 108282.4598578756, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.3636497641509434, "fast_rcnn/fg_cls_accuracy": 0.602363782051282, "iteration": 78059, "loss_box_reg": 0.20733395544812083, "loss_cls": 0.210290118586272, "loss_mask": 0.25923677161335945, "loss_rpn_cls": 0.047610408160835505, "loss_rpn_loc": 0.08214697055518627, "loss_sem_seg": 0.33583758771419525, "lr": 0.02, "mask_rcnn/accuracy": 0.9023699615900782, "mask_rcnn/false_negative": 0.09733596278623749, "mask_rcnn/false_positive": 0.10698471527318187, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5572528209995653, "total_loss": 1.1495722866093274} {"data_time": 0.01271716699920944, "eta_seconds": 108239.74289988077, "fast_rcnn/cls_accuracy": 0.9130859375, "fast_rcnn/false_negative": 0.44336622807017545, "fast_rcnn/fg_cls_accuracy": 0.5299261083743843, "iteration": 78079, "loss_box_reg": 0.23033234057947993, "loss_cls": 0.22051782009657472, "loss_mask": 0.26028447318822145, "loss_rpn_cls": 0.05485557141946629, "loss_rpn_loc": 0.07205254779546522, "loss_sem_seg": 0.3544522156007588, "lr": 0.02, "mask_rcnn/accuracy": 0.889744572692465, "mask_rcnn/false_negative": 0.0801411883931944, "mask_rcnn/false_positive": 0.15046362359587195, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.5607583370001521, "total_loss": 1.253705303708557} {"data_time": 0.013714444998186082, "eta_seconds": 108222.1186542615, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.31986177884615385, "fast_rcnn/fg_cls_accuracy": 0.6467760180995474, "iteration": 78099, "loss_box_reg": 0.22281559044495225, "loss_cls": 0.2162359938956797, "loss_mask": 0.2571932515129447, "loss_rpn_cls": 0.0431972432998009, "loss_rpn_loc": 0.07756586145842448, "loss_sem_seg": 0.39335684524849057, "lr": 0.02, "mask_rcnn/accuracy": 0.8790404484677884, "mask_rcnn/false_negative": 0.10831001507023245, "mask_rcnn/false_positive": 0.1303453721714774, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5716596769998432, "total_loss": 1.165882857865654} {"data_time": 0.01276922050237772, "eta_seconds": 108231.64842846902, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.31055341055341057, "fast_rcnn/fg_cls_accuracy": 0.6204710144927537, "iteration": 78119, "loss_box_reg": 0.2492575072683394, "loss_cls": 0.2502619051374495, "loss_mask": 0.2691027009859681, "loss_rpn_cls": 0.04686533677158877, "loss_rpn_loc": 0.07665713329333812, "loss_sem_seg": 0.38146404456347227, "lr": 0.02, "mask_rcnn/accuracy": 0.8955808487058488, "mask_rcnn/false_negative": 0.08180975739187368, "mask_rcnn/false_positive": 0.1234738871467127, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5635498459996597, "total_loss": 1.2903641379089095} {"data_time": 0.013650053002493223, "eta_seconds": 108237.32829771581, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.32738697096634406, "fast_rcnn/fg_cls_accuracy": 0.632986360373295, "iteration": 78139, "loss_box_reg": 0.2407119832932949, "loss_cls": 0.22182939015328884, "loss_mask": 0.2776500368490815, "loss_rpn_cls": 0.05236214550677687, "loss_rpn_loc": 0.08504418382653967, "loss_sem_seg": 0.3476463295519352, "lr": 0.02, "mask_rcnn/accuracy": 0.8780997467679157, "mask_rcnn/false_negative": 0.10381558776040986, "mask_rcnn/false_positive": 0.14166733104583495, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.5695587989976048, "total_loss": 1.2434943419066258} {"data_time": 0.012532368498796131, "eta_seconds": 108245.47093919729, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.33344612558611686, "fast_rcnn/fg_cls_accuracy": 0.5866708385481852, "iteration": 78159, "loss_box_reg": 0.22716209921054542, "loss_cls": 0.20226620882749557, "loss_mask": 0.2620548075065017, "loss_rpn_cls": 0.04239432970643975, "loss_rpn_loc": 0.08059551983023994, "loss_sem_seg": 0.32883898029103875, "lr": 0.02, "mask_rcnn/accuracy": 0.8762764748553988, "mask_rcnn/false_negative": 0.09548929538287368, "mask_rcnn/false_positive": 0.15801910627529347, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5577519354992546, "total_loss": 1.2421374101541005} {"data_time": 0.011975379497016547, "eta_seconds": 108253.24161893476, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.32286305147058825, "fast_rcnn/fg_cls_accuracy": 0.6392548973880596, "iteration": 78179, "loss_box_reg": 0.23566523334011436, "loss_cls": 0.22562082018703222, "loss_mask": 0.26988455932587385, "loss_rpn_cls": 0.05130805529188365, "loss_rpn_loc": 0.08314531756332144, "loss_sem_seg": 0.37680413853377104, "lr": 0.02, "mask_rcnn/accuracy": 0.890886019356196, "mask_rcnn/false_negative": 0.09726446613960066, "mask_rcnn/false_positive": 0.13287456403656617, "roi_head/num_bg_samples": 455.5, "roi_head/num_fg_samples": 56.5, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.572994567501155, "total_loss": 1.2036671849200502} {"data_time": 0.012943271998665296, "eta_seconds": 108290.8917840595, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.3506756756756757, "fast_rcnn/fg_cls_accuracy": 0.558531746031746, "iteration": 78199, "loss_box_reg": 0.2573265749961138, "loss_cls": 0.23766951775178313, "loss_mask": 0.2734807673841715, "loss_rpn_cls": 0.043746810231823474, "loss_rpn_loc": 0.09040241758339107, "loss_sem_seg": 0.3345692572183907, "lr": 0.02, "mask_rcnn/accuracy": 0.8876113836219228, "mask_rcnn/false_negative": 0.08294912950991287, "mask_rcnn/false_positive": 0.13608089785042174, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5733100280012877, "total_loss": 1.2673258965587593} {"data_time": 0.012849072998506017, "eta_seconds": 108217.43128153903, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.3397349780166097, "fast_rcnn/fg_cls_accuracy": 0.6130482058716926, "iteration": 78219, "loss_box_reg": 0.2515467065386474, "loss_cls": 0.2302654916420579, "loss_mask": 0.2617606669664383, "loss_rpn_cls": 0.045337731833569705, "loss_rpn_loc": 0.08796241349773481, "loss_sem_seg": 0.3154895512852818, "lr": 0.02, "mask_rcnn/accuracy": 0.8901477967766229, "mask_rcnn/false_negative": 0.09337766274343429, "mask_rcnn/false_positive": 0.11130321723849124, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5706308789995092, "total_loss": 1.1879845311923418} {"data_time": 0.01297664500089013, "eta_seconds": 108206.14575989908, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.31015625, "fast_rcnn/fg_cls_accuracy": 0.6002102472690708, "iteration": 78239, "loss_box_reg": 0.22701435501221567, "loss_cls": 0.21671547600999475, "loss_mask": 0.2648539673537016, "loss_rpn_cls": 0.05205255627515726, "loss_rpn_loc": 0.08942342200316489, "loss_sem_seg": 0.3279032246209681, "lr": 0.02, "mask_rcnn/accuracy": 0.8919556538468036, "mask_rcnn/false_negative": 0.0945371381626221, "mask_rcnn/false_positive": 0.11723193120695224, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5683846235006058, "total_loss": 1.156166240980383} {"data_time": 0.01395953099563485, "eta_seconds": 108208.09401085475, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.42050438596491224, "fast_rcnn/fg_cls_accuracy": 0.565344024122807, "iteration": 78259, "loss_box_reg": 0.22555634938180447, "loss_cls": 0.23832570319063962, "loss_mask": 0.2494922885671258, "loss_rpn_cls": 0.04288867741706781, "loss_rpn_loc": 0.07530112704262137, "loss_sem_seg": 0.37239033076912165, "lr": 0.02, "mask_rcnn/accuracy": 0.8831665936576651, "mask_rcnn/false_negative": 0.09327991710177208, "mask_rcnn/false_positive": 0.15567095910449966, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5789994229962758, "total_loss": 1.213946628398844} {"data_time": 0.012911220499518095, "eta_seconds": 108251.57978560662, "fast_rcnn/cls_accuracy": 0.9091796875, "fast_rcnn/false_negative": 0.3826349431818182, "fast_rcnn/fg_cls_accuracy": 0.5358851674641147, "iteration": 78279, "loss_box_reg": 0.24814875610172749, "loss_cls": 0.2442929819226265, "loss_mask": 0.27052081376314163, "loss_rpn_cls": 0.04732999395491788, "loss_rpn_loc": 0.07588605576893315, "loss_sem_seg": 0.33192426851019263, "lr": 0.02, "mask_rcnn/accuracy": 0.8786066935005208, "mask_rcnn/false_negative": 0.10312627574935668, "mask_rcnn/false_positive": 0.15606138764543165, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5674993129978247, "total_loss": 1.2497631239239126} {"data_time": 0.012433155501639703, "eta_seconds": 108240.2871697966, "fast_rcnn/cls_accuracy": 0.908203125, "fast_rcnn/false_negative": 0.351970511230536, "fast_rcnn/fg_cls_accuracy": 0.5916172920781215, "iteration": 78299, "loss_box_reg": 0.25123457540757954, "loss_cls": 0.22656969859963283, "loss_mask": 0.2614167556166649, "loss_rpn_cls": 0.052847183018457144, "loss_rpn_loc": 0.08568020656821318, "loss_sem_seg": 0.3448294410482049, "lr": 0.02, "mask_rcnn/accuracy": 0.8760229018293534, "mask_rcnn/false_negative": 0.12646735555076322, "mask_rcnn/false_positive": 0.1312754124866061, "roi_head/num_bg_samples": 430.25, "roi_head/num_fg_samples": 81.75, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.5623001569983899, "total_loss": 1.2613763431436382} {"data_time": 0.012933400001202244, "eta_seconds": 108319.35834451401, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.41013071895424835, "fast_rcnn/fg_cls_accuracy": 0.553921568627451, "iteration": 78319, "loss_box_reg": 0.21253243391402066, "loss_cls": 0.22591483418364078, "loss_mask": 0.2686947965994477, "loss_rpn_cls": 0.045134644577046856, "loss_rpn_loc": 0.07011949340812862, "loss_sem_seg": 0.31061734165996313, "lr": 0.02, "mask_rcnn/accuracy": 0.8822366039147489, "mask_rcnn/false_negative": 0.10028077391686263, "mask_rcnn/false_positive": 0.12987979551811837, "roi_head/num_bg_samples": 456.75, "roi_head/num_fg_samples": 55.25, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5763211409976066, "total_loss": 1.2122147966874763} {"data_time": 0.012380444502923638, "eta_seconds": 108429.68159095036, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.33879918430114, "fast_rcnn/fg_cls_accuracy": 0.5885906040268456, "iteration": 78339, "loss_box_reg": 0.25075164902955294, "loss_cls": 0.23085618438199162, "loss_mask": 0.27265027444809675, "loss_rpn_cls": 0.04705948382616043, "loss_rpn_loc": 0.07216813054401428, "loss_sem_seg": 0.34033651929348707, "lr": 0.02, "mask_rcnn/accuracy": 0.8911237053993195, "mask_rcnn/false_negative": 0.10213591817165155, "mask_rcnn/false_positive": 0.11684438637007263, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5722256860026391, "total_loss": 1.260547150974162} {"data_time": 0.011660775497148279, "eta_seconds": 108481.59822876021, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.45028142589118203, "fast_rcnn/fg_cls_accuracy": 0.4298202210127, "iteration": 78359, "loss_box_reg": 0.2371193477883935, "loss_cls": 0.21196904848329723, "loss_mask": 0.26593004865571856, "loss_rpn_cls": 0.04575243697036058, "loss_rpn_loc": 0.06962959206430241, "loss_sem_seg": 0.3698190958239138, "lr": 0.02, "mask_rcnn/accuracy": 0.8778068843577385, "mask_rcnn/false_negative": 0.09698735142928358, "mask_rcnn/false_positive": 0.14431040701001707, "roi_head/num_bg_samples": 456.75, "roi_head/num_fg_samples": 55.25, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.5814236615005939, "total_loss": 1.25142900076753} {"data_time": 0.012259728500794154, "eta_seconds": 108483.54204839875, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.4126222067039106, "fast_rcnn/fg_cls_accuracy": 0.535178980779404, "iteration": 78379, "loss_box_reg": 0.23086771881207824, "loss_cls": 0.21461782278493047, "loss_mask": 0.26441690791398287, "loss_rpn_cls": 0.043257120705675334, "loss_rpn_loc": 0.0746979549585376, "loss_sem_seg": 0.3165549160912633, "lr": 0.02, "mask_rcnn/accuracy": 0.8699613417783967, "mask_rcnn/false_negative": 0.10793125594441069, "mask_rcnn/false_positive": 0.14694950164918452, "roi_head/num_bg_samples": 456.75, "roi_head/num_fg_samples": 55.25, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5664622045042051, "total_loss": 1.1256983678322285} {"data_time": 0.012306139498832636, "eta_seconds": 108541.49123293336, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.37392462763225476, "fast_rcnn/fg_cls_accuracy": 0.5950226244343891, "iteration": 78399, "loss_box_reg": 0.2422163742594421, "loss_cls": 0.24235292756929994, "loss_mask": 0.26626730989664793, "loss_rpn_cls": 0.045290129142813385, "loss_rpn_loc": 0.08774356276262552, "loss_sem_seg": 0.3531388505361974, "lr": 0.02, "mask_rcnn/accuracy": 0.8959188655931123, "mask_rcnn/false_negative": 0.0907252780225088, "mask_rcnn/false_positive": 0.12638694296096312, "roi_head/num_bg_samples": 428.25, "roi_head/num_fg_samples": 83.75, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5706563040002948, "total_loss": 1.241442149694194} {"data_time": 0.011939509498915868, "eta_seconds": 108506.05483769794, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3456537753222836, "fast_rcnn/fg_cls_accuracy": 0.6395186384708198, "iteration": 78419, "loss_box_reg": 0.23323444370180368, "loss_cls": 0.21064536948688328, "loss_mask": 0.26419686572626233, "loss_rpn_cls": 0.0405559491191525, "loss_rpn_loc": 0.07358167821075767, "loss_sem_seg": 0.34511349722743034, "lr": 0.02, "mask_rcnn/accuracy": 0.8936483329868643, "mask_rcnn/false_negative": 0.10247874292824297, "mask_rcnn/false_positive": 0.1077248357854563, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5644406640021771, "total_loss": 1.2041706898016855} {"data_time": 0.0130820570011565, "eta_seconds": 108524.66752553292, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3051830443159923, "fast_rcnn/fg_cls_accuracy": 0.6547190818773553, "iteration": 78439, "loss_box_reg": 0.23576867347583175, "loss_cls": 0.21406425908207893, "loss_mask": 0.2602924252860248, "loss_rpn_cls": 0.03969232825329527, "loss_rpn_loc": 0.0717857062118128, "loss_sem_seg": 0.345826534088701, "lr": 0.02, "mask_rcnn/accuracy": 0.8869364093273486, "mask_rcnn/false_negative": 0.07962418729350937, "mask_rcnn/false_positive": 0.1488519965030175, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5643363410017628, "total_loss": 1.1679131802520715} {"data_time": 0.01321276700036833, "eta_seconds": 108461.1322750115, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.3546374068378091, "fast_rcnn/fg_cls_accuracy": 0.6019730010384216, "iteration": 78459, "loss_box_reg": 0.264909815043211, "loss_cls": 0.25407822732813656, "loss_mask": 0.2712423987686634, "loss_rpn_cls": 0.050886483702925034, "loss_rpn_loc": 0.09079883369849995, "loss_sem_seg": 0.34311988530680537, "lr": 0.02, "mask_rcnn/accuracy": 0.8889629657451923, "mask_rcnn/false_negative": 0.09189001501629171, "mask_rcnn/false_positive": 0.13784067450842347, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5767489899990323, "total_loss": 1.307782908435911} {"data_time": 0.012138772497564787, "eta_seconds": 108465.36451233069, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.34152396392744955, "fast_rcnn/fg_cls_accuracy": 0.5440411137132448, "iteration": 78479, "loss_box_reg": 0.23757830797694623, "loss_cls": 0.22172745317220688, "loss_mask": 0.2557658012956381, "loss_rpn_cls": 0.04336542647797614, "loss_rpn_loc": 0.068755105312448, "loss_sem_seg": 0.3515686485916376, "lr": 0.02, "mask_rcnn/accuracy": 0.8892894947927624, "mask_rcnn/false_negative": 0.09055750290731993, "mask_rcnn/false_positive": 0.13661085489355068, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 239.75, "rpn/num_pos_anchors": 16.25, "time": 0.5630513454998436, "total_loss": 1.1879609901661752} {"data_time": 0.013019715002883459, "eta_seconds": 108454.03777902079, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.4219084296106119, "fast_rcnn/fg_cls_accuracy": 0.5746178861788618, "iteration": 78499, "loss_box_reg": 0.2547357305884361, "loss_cls": 0.22201501252129674, "loss_mask": 0.2781989201903343, "loss_rpn_cls": 0.05135880327725317, "loss_rpn_loc": 0.09566896883188747, "loss_sem_seg": 0.3577649265062064, "lr": 0.02, "mask_rcnn/accuracy": 0.8866272426553039, "mask_rcnn/false_negative": 0.12383986968546505, "mask_rcnn/false_positive": 0.1228586299759534, "roi_head/num_bg_samples": 466.75, "roi_head/num_fg_samples": 45.25, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5640908150016912, "total_loss": 1.2442776481620967} {"data_time": 0.01197233250059071, "eta_seconds": 108488.47280291366, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3531283138918345, "fast_rcnn/fg_cls_accuracy": 0.5932367149758454, "iteration": 78519, "loss_box_reg": 0.22745292633771896, "loss_cls": 0.22519142902456224, "loss_mask": 0.25967050064355135, "loss_rpn_cls": 0.04576213489053771, "loss_rpn_loc": 0.08458667949889787, "loss_sem_seg": 0.33177045569755137, "lr": 0.02, "mask_rcnn/accuracy": 0.8837444650831175, "mask_rcnn/false_negative": 0.08892693946571059, "mask_rcnn/false_positive": 0.14714670308175454, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5666196469974238, "total_loss": 1.1785191780363675} {"data_time": 0.012574922500789398, "eta_seconds": 108519.84752739244, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.4063508064516129, "fast_rcnn/fg_cls_accuracy": 0.5126644736842105, "iteration": 78539, "loss_box_reg": 0.2262724656611681, "loss_cls": 0.22265493404120207, "loss_mask": 0.2641333811916411, "loss_rpn_cls": 0.0459794195194263, "loss_rpn_loc": 0.07683103391900659, "loss_sem_seg": 0.33884273562580347, "lr": 0.02, "mask_rcnn/accuracy": 0.8832780232251789, "mask_rcnn/false_negative": 0.09225520109018664, "mask_rcnn/false_positive": 0.13390716091402524, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.568499287499435, "total_loss": 1.1961827023769729} {"data_time": 0.012130135997722391, "eta_seconds": 108593.59798501604, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.24698412698412697, "fast_rcnn/fg_cls_accuracy": 0.6680716543730243, "iteration": 78559, "loss_box_reg": 0.2523094220086932, "loss_cls": 0.23555542109534144, "loss_mask": 0.26445563742890954, "loss_rpn_cls": 0.05219441090594046, "loss_rpn_loc": 0.08604458090849221, "loss_sem_seg": 0.3496629325672984, "lr": 0.02, "mask_rcnn/accuracy": 0.8879872304936904, "mask_rcnn/false_negative": 0.10267787240282952, "mask_rcnn/false_positive": 0.1193249664104497, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5652803470002254, "total_loss": 1.2603059995599324} {"data_time": 0.012157459997979458, "eta_seconds": 108614.61284172843, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.2780952380952381, "fast_rcnn/fg_cls_accuracy": 0.634070351758794, "iteration": 78579, "loss_box_reg": 0.23871119180694222, "loss_cls": 0.21442304272204638, "loss_mask": 0.27212634682655334, "loss_rpn_cls": 0.04367543844273314, "loss_rpn_loc": 0.07306753273587674, "loss_sem_seg": 0.309442026540637, "lr": 0.02, "mask_rcnn/accuracy": 0.8876993571397709, "mask_rcnn/false_negative": 0.08896110949105038, "mask_rcnn/false_positive": 0.12594797045870995, "roi_head/num_bg_samples": 457.5, "roi_head/num_fg_samples": 54.5, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5723403635020077, "total_loss": 1.157853486132808} {"data_time": 0.01316433299871278, "eta_seconds": 108603.26459750845, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3539361702127659, "fast_rcnn/fg_cls_accuracy": 0.6160294117647058, "iteration": 78599, "loss_box_reg": 0.20538646285422146, "loss_cls": 0.20745603181421757, "loss_mask": 0.2535115024074912, "loss_rpn_cls": 0.04298008437035605, "loss_rpn_loc": 0.0686089847877156, "loss_sem_seg": 0.34004642558284104, "lr": 0.02, "mask_rcnn/accuracy": 0.8893016596778351, "mask_rcnn/false_negative": 0.08953491482950596, "mask_rcnn/false_positive": 0.11903458136200158, "roi_head/num_bg_samples": 456.25, "roi_head/num_fg_samples": 55.75, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.5784166954981629, "total_loss": 1.1181420470529702} {"data_time": 0.012284796001040377, "eta_seconds": 108591.91635328846, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.36703096539162117, "fast_rcnn/fg_cls_accuracy": 0.6120344488932538, "iteration": 78619, "loss_box_reg": 0.26222434220835567, "loss_cls": 0.22885424131527543, "loss_mask": 0.26463389582931995, "loss_rpn_cls": 0.04212239000480622, "loss_rpn_loc": 0.07803466985933483, "loss_sem_seg": 0.35964582534506917, "lr": 0.02, "mask_rcnn/accuracy": 0.8730133800738459, "mask_rcnn/false_negative": 0.10702210307252355, "mask_rcnn/false_positive": 0.12402242644171897, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.5821421114997065, "total_loss": 1.2381982344668359} {"data_time": 0.012385456000629347, "eta_seconds": 108613.04226234785, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.3976047904191617, "fast_rcnn/fg_cls_accuracy": 0.5737451271952738, "iteration": 78639, "loss_box_reg": 0.2614516098983586, "loss_cls": 0.24963843380101025, "loss_mask": 0.269321721047163, "loss_rpn_cls": 0.053699105337727815, "loss_rpn_loc": 0.07850390882231295, "loss_sem_seg": 0.33334640925750136, "lr": 0.02, "mask_rcnn/accuracy": 0.8895358385484944, "mask_rcnn/false_negative": 0.09410716007659212, "mask_rcnn/false_positive": 0.12379007113991737, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.567011294002441, "total_loss": 1.2629520656009845} {"data_time": 0.012780395496520214, "eta_seconds": 108682.76496247656, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.38278388278388276, "fast_rcnn/fg_cls_accuracy": 0.5275924802910855, "iteration": 78659, "loss_box_reg": 0.23805943853221834, "loss_cls": 0.21835979958996177, "loss_mask": 0.2554209101945162, "loss_rpn_cls": 0.04388272703363327, "loss_rpn_loc": 0.07719956274377182, "loss_sem_seg": 0.31088449247181416, "lr": 0.02, "mask_rcnn/accuracy": 0.8756838151927437, "mask_rcnn/false_negative": 0.0968722092508296, "mask_rcnn/false_positive": 0.11931480607398227, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 235.5, "rpn/num_pos_anchors": 20.5, "time": 0.5721458619991608, "total_loss": 1.1921283612246043} {"data_time": 0.013290221995703178, "eta_seconds": 108671.4048499066, "fast_rcnn/cls_accuracy": 0.912109375, "fast_rcnn/false_negative": 0.4020211310787227, "fast_rcnn/fg_cls_accuracy": 0.554679802955665, "iteration": 78679, "loss_box_reg": 0.23847945779561996, "loss_cls": 0.22856656997464597, "loss_mask": 0.263432327657938, "loss_rpn_cls": 0.050705455243587494, "loss_rpn_loc": 0.08122250449378043, "loss_sem_seg": 0.33568035531789064, "lr": 0.02, "mask_rcnn/accuracy": 0.8774789192142101, "mask_rcnn/false_negative": 0.11092694691888039, "mask_rcnn/false_positive": 0.13542875420897355, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.5797138105008344, "total_loss": 1.2022205966932233} {"data_time": 0.013214767499448499, "eta_seconds": 108730.27630863515, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.38725490196078427, "fast_rcnn/fg_cls_accuracy": 0.6017156862745098, "iteration": 78699, "loss_box_reg": 0.23012997256591916, "loss_cls": 0.2191749271005392, "loss_mask": 0.24559438321739435, "loss_rpn_cls": 0.036844666305114515, "loss_rpn_loc": 0.07181956811109558, "loss_sem_seg": 0.30630158400163054, "lr": 0.02, "mask_rcnn/accuracy": 0.8880329810495626, "mask_rcnn/false_negative": 0.07418143543297852, "mask_rcnn/false_positive": 0.1330846476684916, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.5773001970010228, "total_loss": 1.1462324190069921} {"data_time": 0.014371012501214864, "eta_seconds": 108827.28120760433, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.3592375366568915, "fast_rcnn/fg_cls_accuracy": 0.5767263427109974, "iteration": 78719, "loss_box_reg": 0.24283831426873803, "loss_cls": 0.23452703724615276, "loss_mask": 0.25516778975725174, "loss_rpn_cls": 0.04298750954330899, "loss_rpn_loc": 0.08268736317404546, "loss_sem_seg": 0.3267874475568533, "lr": 0.02, "mask_rcnn/accuracy": 0.907632928526616, "mask_rcnn/false_negative": 0.08455796067670539, "mask_rcnn/false_positive": 0.12883456511196062, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5802600060014811, "total_loss": 1.2279119512822945} {"data_time": 0.012604932500835275, "eta_seconds": 108848.29687083329, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.40967365967365965, "fast_rcnn/fg_cls_accuracy": 0.5411352040816326, "iteration": 78739, "loss_box_reg": 0.23868466215208173, "loss_cls": 0.2432562466710806, "loss_mask": 0.27082789596170187, "loss_rpn_cls": 0.04831489856587723, "loss_rpn_loc": 0.07154011470265687, "loss_sem_seg": 0.36082033393904567, "lr": 0.02, "mask_rcnn/accuracy": 0.8967345674931557, "mask_rcnn/false_negative": 0.09557722868887722, "mask_rcnn/false_positive": 0.12418436528312199, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5709837600006722, "total_loss": 1.2212284401175566} {"data_time": 0.012651132001337828, "eta_seconds": 108804.52363498445, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.311902214440878, "fast_rcnn/fg_cls_accuracy": 0.5853416717510678, "iteration": 78759, "loss_box_reg": 0.26401286385953426, "loss_cls": 0.2591341775842011, "loss_mask": 0.27002253709360957, "loss_rpn_cls": 0.05065053579164669, "loss_rpn_loc": 0.07904418441466987, "loss_sem_seg": 0.32810736168175936, "lr": 0.02, "mask_rcnn/accuracy": 0.8869333591228246, "mask_rcnn/false_negative": 0.09274316456203505, "mask_rcnn/false_positive": 0.1317288292987767, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5650287509997725, "total_loss": 1.258897967694793} {"data_time": 0.012534833498648368, "eta_seconds": 108865.75987686752, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.3863960113960114, "fast_rcnn/fg_cls_accuracy": 0.5342592592592592, "iteration": 78779, "loss_box_reg": 0.23416304728016257, "loss_cls": 0.24676173646003008, "loss_mask": 0.26265672501176596, "loss_rpn_cls": 0.048533338122069836, "loss_rpn_loc": 0.07018044666619971, "loss_sem_seg": 0.358113965485245, "lr": 0.02, "mask_rcnn/accuracy": 0.8859219420689202, "mask_rcnn/false_negative": 0.09734725403214162, "mask_rcnn/false_positive": 0.1492338143045442, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5649224999979197, "total_loss": 1.2495403172797523} {"data_time": 0.0128584879967093, "eta_seconds": 108797.50276528325, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3440744074407441, "fast_rcnn/fg_cls_accuracy": 0.6303585737179487, "iteration": 78799, "loss_box_reg": 0.21644881973043084, "loss_cls": 0.21450680866837502, "loss_mask": 0.2778464397415519, "loss_rpn_cls": 0.04507031677349005, "loss_rpn_loc": 0.07576271530706435, "loss_sem_seg": 0.3407910047098994, "lr": 0.02, "mask_rcnn/accuracy": 0.9011358990711669, "mask_rcnn/false_negative": 0.09456011199425854, "mask_rcnn/false_positive": 0.1087555015861002, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5547786450006242, "total_loss": 1.1827226070454344} {"data_time": 0.013302613497216953, "eta_seconds": 108689.57525950052, "fast_rcnn/cls_accuracy": 0.9130859375, "fast_rcnn/false_negative": 0.4826363792806746, "fast_rcnn/fg_cls_accuracy": 0.49680906226317256, "iteration": 78819, "loss_box_reg": 0.22848591627553105, "loss_cls": 0.23657240672037005, "loss_mask": 0.268749987706542, "loss_rpn_cls": 0.04862201817741152, "loss_rpn_loc": 0.07935594557784498, "loss_sem_seg": 0.3472068947739899, "lr": 0.02, "mask_rcnn/accuracy": 0.886905011585171, "mask_rcnn/false_negative": 0.08398798119102324, "mask_rcnn/false_positive": 0.14026203544580051, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.5554760995037213, "total_loss": 1.1969661134353373} {"data_time": 0.013026428001467139, "eta_seconds": 108719.47792432501, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.38082227806674074, "fast_rcnn/fg_cls_accuracy": 0.5536493243962124, "iteration": 78839, "loss_box_reg": 0.2386463605798781, "loss_cls": 0.2381284348666668, "loss_mask": 0.28254058584570885, "loss_rpn_cls": 0.05827650512219407, "loss_rpn_loc": 0.0801542446424719, "loss_sem_seg": 0.36228828597813845, "lr": 0.02, "mask_rcnn/accuracy": 0.8718550222912, "mask_rcnn/false_negative": 0.10317177574360975, "mask_rcnn/false_positive": 0.14495167855080576, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.5660980025022582, "total_loss": 1.2228291505307425} {"data_time": 0.013230776999989757, "eta_seconds": 108695.84243868648, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.3345929774838608, "fast_rcnn/fg_cls_accuracy": 0.6230339928970066, "iteration": 78859, "loss_box_reg": 0.22801191895268857, "loss_cls": 0.22776101855561137, "loss_mask": 0.2484732810407877, "loss_rpn_cls": 0.048958105326164514, "loss_rpn_loc": 0.08297626359853894, "loss_sem_seg": 0.30614119209349155, "lr": 0.02, "mask_rcnn/accuracy": 0.8909641300129074, "mask_rcnn/false_negative": 0.0990260302405974, "mask_rcnn/false_positive": 0.1161626812927632, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5617503419998684, "total_loss": 1.1914584150072187} {"data_time": 0.012656527000217466, "eta_seconds": 108627.96921282512, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.43344988344988344, "fast_rcnn/fg_cls_accuracy": 0.5196461256863941, "iteration": 78879, "loss_box_reg": 0.2556873941794038, "loss_cls": 0.23208488849923015, "loss_mask": 0.25072275660932064, "loss_rpn_cls": 0.04596941047930159, "loss_rpn_loc": 0.07026245724409819, "loss_sem_seg": 0.33887128764763474, "lr": 0.02, "mask_rcnn/accuracy": 0.8868286610605398, "mask_rcnn/false_negative": 0.09713308832746888, "mask_rcnn/false_positive": 0.13275723397698028, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5561120639977162, "total_loss": 1.2125495296204463} {"data_time": 0.011880104499141453, "eta_seconds": 108520.27347635454, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.34908608029995314, "fast_rcnn/fg_cls_accuracy": 0.612809994406116, "iteration": 78899, "loss_box_reg": 0.2455864455550909, "loss_cls": 0.2385013597086072, "loss_mask": 0.2669399790465832, "loss_rpn_cls": 0.043083365249913186, "loss_rpn_loc": 0.07098588347434998, "loss_sem_seg": 0.3409862592816353, "lr": 0.02, "mask_rcnn/accuracy": 0.8801440778077383, "mask_rcnn/false_negative": 0.08459105140106185, "mask_rcnn/false_positive": 0.1187210125569631, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.561198527499073, "total_loss": 1.2297463378636166} {"data_time": 0.012830335999751696, "eta_seconds": 108508.91610266457, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.37723034274193545, "fast_rcnn/fg_cls_accuracy": 0.6097494332901554, "iteration": 78919, "loss_box_reg": 0.2560221403837204, "loss_cls": 0.2283281055279076, "loss_mask": 0.2649162015877664, "loss_rpn_cls": 0.03823021332209464, "loss_rpn_loc": 0.07536927273031324, "loss_sem_seg": 0.3530920511111617, "lr": 0.02, "mask_rcnn/accuracy": 0.8892991824058816, "mask_rcnn/false_negative": 0.11796690156369348, "mask_rcnn/false_positive": 0.12163497753663122, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5666851375026454, "total_loss": 1.2555409920460079} {"data_time": 0.012416514502547216, "eta_seconds": 108546.52231358859, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.2692307692307692, "fast_rcnn/fg_cls_accuracy": 0.6015050167224081, "iteration": 78939, "loss_box_reg": 0.24191129906103015, "loss_cls": 0.2449168178718537, "loss_mask": 0.26542520616203547, "loss_rpn_cls": 0.04836822330253199, "loss_rpn_loc": 0.07359297457151115, "loss_sem_seg": 0.33507811231538653, "lr": 0.02, "mask_rcnn/accuracy": 0.8995972073039742, "mask_rcnn/false_negative": 0.07883826372144163, "mask_rcnn/false_positive": 0.11234043763276992, "roi_head/num_bg_samples": 465.5, "roi_head/num_fg_samples": 46.5, "rpn/num_neg_anchors": 237.75, "rpn/num_pos_anchors": 18.25, "time": 0.5579084175005846, "total_loss": 1.1943157661298756} {"data_time": 0.012934075002704049, "eta_seconds": 108582.4993924651, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.30972782258064513, "fast_rcnn/fg_cls_accuracy": 0.6536075367647058, "iteration": 78959, "loss_box_reg": 0.2257288615219295, "loss_cls": 0.21408702805638313, "loss_mask": 0.2634822316467762, "loss_rpn_cls": 0.05294141039485112, "loss_rpn_loc": 0.0795689650112763, "loss_sem_seg": 0.3308881535194814, "lr": 0.02, "mask_rcnn/accuracy": 0.8924283242925889, "mask_rcnn/false_negative": 0.09344261196883757, "mask_rcnn/false_positive": 0.10866211312526111, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5768262749988935, "total_loss": 1.2037206563982181} {"data_time": 0.011263435499131447, "eta_seconds": 108571.1319373751, "fast_rcnn/cls_accuracy": 0.9091796875, "fast_rcnn/false_negative": 0.3613053613053613, "fast_rcnn/fg_cls_accuracy": 0.5966533466533467, "iteration": 78979, "loss_box_reg": 0.24757684185169637, "loss_cls": 0.23419174831360579, "loss_mask": 0.2801093766465783, "loss_rpn_cls": 0.05298730009235442, "loss_rpn_loc": 0.0886997856432572, "loss_sem_seg": 0.3614141996949911, "lr": 0.02, "mask_rcnn/accuracy": 0.8901746000598041, "mask_rcnn/false_negative": 0.10658805898142257, "mask_rcnn/false_positive": 0.11823802137236851, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.5520509830021183, "total_loss": 1.2614633159391815} {"data_time": 0.012461244503356284, "eta_seconds": 108530.9998274266, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.376953125, "fast_rcnn/fg_cls_accuracy": 0.56640625, "iteration": 78999, "loss_box_reg": 0.22943583759479225, "loss_cls": 0.23568448121659458, "loss_mask": 0.2799815787002444, "loss_rpn_cls": 0.05020803533261642, "loss_rpn_loc": 0.07869705249322578, "loss_sem_seg": 0.3798043327406049, "lr": 0.02, "mask_rcnn/accuracy": 0.8828433024861596, "mask_rcnn/false_negative": 0.09706483857883001, "mask_rcnn/false_positive": 0.14461095396485973, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5716863669986196, "total_loss": 1.2450449252282851} {"data_time": 0.012000938499113545, "eta_seconds": 108382.92010742646, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.34284274193548386, "fast_rcnn/fg_cls_accuracy": 0.5959603572370653, "iteration": 79019, "loss_box_reg": 0.24805490067228675, "loss_cls": 0.23986939364112914, "loss_mask": 0.26289371214807034, "loss_rpn_cls": 0.050912483886349946, "loss_rpn_loc": 0.07787952217040583, "loss_sem_seg": 0.3536740653216839, "lr": 0.02, "mask_rcnn/accuracy": 0.8752985459918232, "mask_rcnn/false_negative": 0.10177630129695175, "mask_rcnn/false_positive": 0.12873327089739484, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.554785094998806, "total_loss": 1.2387938653700985} {"data_time": 0.011922743997274665, "eta_seconds": 108489.70981793872, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.34993131868131866, "fast_rcnn/fg_cls_accuracy": 0.627918956043956, "iteration": 79039, "loss_box_reg": 0.24005601974204183, "loss_cls": 0.24051928287371993, "loss_mask": 0.2635888224467635, "loss_rpn_cls": 0.050627282238565385, "loss_rpn_loc": 0.06143220629019197, "loss_sem_seg": 0.39401837810873985, "lr": 0.02, "mask_rcnn/accuracy": 0.8806701101776917, "mask_rcnn/false_negative": 0.09842557786766606, "mask_rcnn/false_positive": 0.12814911994254638, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5622508730011759, "total_loss": 1.2306969501078129} {"data_time": 0.012679209001362324, "eta_seconds": 108478.34731880875, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.32261140974510144, "fast_rcnn/fg_cls_accuracy": 0.6425931401537552, "iteration": 79059, "loss_box_reg": 0.24245267547667027, "loss_cls": 0.2453663640189916, "loss_mask": 0.26825325563549995, "loss_rpn_cls": 0.04708687835955061, "loss_rpn_loc": 0.08110187988495454, "loss_sem_seg": 0.35396232455968857, "lr": 0.02, "mask_rcnn/accuracy": 0.9063043084635634, "mask_rcnn/false_negative": 0.08089671498370503, "mask_rcnn/false_positive": 0.09294306218154054, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.560734667997167, "total_loss": 1.2397621350246482} {"data_time": 0.01215884649718646, "eta_seconds": 108466.98481967878, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.3686462324393359, "fast_rcnn/fg_cls_accuracy": 0.5822119428090833, "iteration": 79079, "loss_box_reg": 0.24276402685791254, "loss_cls": 0.24775208695791662, "loss_mask": 0.26457024179399014, "loss_rpn_cls": 0.047516923761577345, "loss_rpn_loc": 0.07516429084353149, "loss_sem_seg": 0.3952472098171711, "lr": 0.02, "mask_rcnn/accuracy": 0.9026157678238204, "mask_rcnn/false_negative": 0.08406565720917042, "mask_rcnn/false_positive": 0.1131407655715346, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 235.0, "rpn/num_pos_anchors": 21.0, "time": 0.5548442949984747, "total_loss": 1.2727418710128404} {"data_time": 0.011627713498455705, "eta_seconds": 108320.67373514207, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.32938368055555556, "fast_rcnn/fg_cls_accuracy": 0.6059960465627059, "iteration": 79099, "loss_box_reg": 0.22069673286750913, "loss_cls": 0.22470003925263882, "loss_mask": 0.2625968288630247, "loss_rpn_cls": 0.04540712377638556, "loss_rpn_loc": 0.07906140494742431, "loss_sem_seg": 0.32304567750543356, "lr": 0.02, "mask_rcnn/accuracy": 0.8893433447597789, "mask_rcnn/false_negative": 0.09042589617635848, "mask_rcnn/false_positive": 0.13579292414130373, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5595679860016389, "total_loss": 1.1633116637240164} {"data_time": 0.01267647049826337, "eta_seconds": 108153.52877939917, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.41205533596837945, "fast_rcnn/fg_cls_accuracy": 0.5523219087840887, "iteration": 79119, "loss_box_reg": 0.23902271641418338, "loss_cls": 0.2192955776117742, "loss_mask": 0.2558834543451667, "loss_rpn_cls": 0.04782138403970748, "loss_rpn_loc": 0.0815875263651833, "loss_sem_seg": 0.3436612254008651, "lr": 0.02, "mask_rcnn/accuracy": 0.8895826431221839, "mask_rcnn/false_negative": 0.09461088251399373, "mask_rcnn/false_positive": 0.13615969822583612, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5544876605017635, "total_loss": 1.1909591818111949} {"data_time": 0.013738426503550727, "eta_seconds": 108136.96772348369, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.3940060399159664, "fast_rcnn/fg_cls_accuracy": 0.5750722163865547, "iteration": 79139, "loss_box_reg": 0.23094755876809359, "loss_cls": 0.22058671241393313, "loss_mask": 0.26542791724205017, "loss_rpn_cls": 0.047659257194027305, "loss_rpn_loc": 0.07482272799825296, "loss_sem_seg": 0.33118492970243096, "lr": 0.02, "mask_rcnn/accuracy": 0.8836186663669541, "mask_rcnn/false_negative": 0.08835855355203712, "mask_rcnn/false_positive": 0.129161726064852, "roi_head/num_bg_samples": 432.75, "roi_head/num_fg_samples": 79.25, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.5594564019993413, "total_loss": 1.2422004260588437} {"data_time": 0.012775275001331465, "eta_seconds": 108130.86470517924, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.345679012345679, "fast_rcnn/fg_cls_accuracy": 0.604635761589404, "iteration": 79159, "loss_box_reg": 0.2270433014491573, "loss_cls": 0.22954135038889945, "loss_mask": 0.2743002222850919, "loss_rpn_cls": 0.04629655909957364, "loss_rpn_loc": 0.07734825427178293, "loss_sem_seg": 0.37326265033334494, "lr": 0.02, "mask_rcnn/accuracy": 0.877383463012933, "mask_rcnn/false_negative": 0.10192693038882064, "mask_rcnn/false_positive": 0.14429313623801931, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5623899640013406, "total_loss": 1.2324837181076873} {"data_time": 0.013604807001684094, "eta_seconds": 108051.82432165698, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.3359721618094824, "fast_rcnn/fg_cls_accuracy": 0.6527938789705541, "iteration": 79179, "loss_box_reg": 0.23746209731325507, "loss_cls": 0.22664719680324197, "loss_mask": 0.26054422836750746, "loss_rpn_cls": 0.049152709369082004, "loss_rpn_loc": 0.06941402950906195, "loss_sem_seg": 0.3652220412623137, "lr": 0.02, "mask_rcnn/accuracy": 0.8971249113019354, "mask_rcnn/false_negative": 0.10119215656123823, "mask_rcnn/false_positive": 0.12303709759717754, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.5633594275022915, "total_loss": 1.213165709254099} {"data_time": 0.013108237497363007, "eta_seconds": 107981.35812979077, "fast_rcnn/cls_accuracy": 0.912109375, "fast_rcnn/false_negative": 0.3946266944290996, "fast_rcnn/fg_cls_accuracy": 0.4937509354886993, "iteration": 79199, "loss_box_reg": 0.24963285448029637, "loss_cls": 0.23134610429406166, "loss_mask": 0.26832139026373625, "loss_rpn_cls": 0.04664379778841976, "loss_rpn_loc": 0.08676466497126967, "loss_sem_seg": 0.3154564304277301, "lr": 0.02, "mask_rcnn/accuracy": 0.8811076113774429, "mask_rcnn/false_negative": 0.09817325391040917, "mask_rcnn/false_positive": 0.13951785154896468, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.5583771155033901, "total_loss": 1.226964908419177} {"data_time": 0.013028033001319272, "eta_seconds": 107936.48597088085, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.39236221726664544, "fast_rcnn/fg_cls_accuracy": 0.5301011029411764, "iteration": 79219, "loss_box_reg": 0.24201980605721474, "loss_cls": 0.24211034085601568, "loss_mask": 0.257191370241344, "loss_rpn_cls": 0.05897145578637719, "loss_rpn_loc": 0.08448151618358679, "loss_sem_seg": 0.35790001740679145, "lr": 0.02, "mask_rcnn/accuracy": 0.9125860862091499, "mask_rcnn/false_negative": 0.09390450420876957, "mask_rcnn/false_positive": 0.12424011106538146, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5593521390001115, "total_loss": 1.2252918989397585} {"data_time": 0.012511378998169675, "eta_seconds": 107913.99882881227, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.27841269841269844, "fast_rcnn/fg_cls_accuracy": 0.688305127557464, "iteration": 79239, "loss_box_reg": 0.23574109189212322, "loss_cls": 0.2415932808071375, "loss_mask": 0.26321291783824563, "loss_rpn_cls": 0.059714015980716795, "loss_rpn_loc": 0.08163559401873499, "loss_sem_seg": 0.34978223964571953, "lr": 0.02, "mask_rcnn/accuracy": 0.8922643343051506, "mask_rcnn/false_negative": 0.08855878814615165, "mask_rcnn/false_positive": 0.1412134932162275, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.5568242915032897, "total_loss": 1.267250392207643} {"data_time": 0.013071840498014353, "eta_seconds": 107910.13283048617, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.427882236516576, "fast_rcnn/fg_cls_accuracy": 0.5256435476618705, "iteration": 79259, "loss_box_reg": 0.2573865167796612, "loss_cls": 0.2388835670426488, "loss_mask": 0.2600062694400549, "loss_rpn_cls": 0.04405502592999255, "loss_rpn_loc": 0.0855991382850334, "loss_sem_seg": 0.31051139533519745, "lr": 0.02, "mask_rcnn/accuracy": 0.87172078261129, "mask_rcnn/false_negative": 0.12012019619190764, "mask_rcnn/false_positive": 0.1281948690039948, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.569541176999337, "total_loss": 1.244099717878271} {"data_time": 0.012577637000504183, "eta_seconds": 107882.63455788766, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.3038367796210394, "fast_rcnn/fg_cls_accuracy": 0.6844603304816594, "iteration": 79279, "loss_box_reg": 0.22329476894810796, "loss_cls": 0.2265204112045467, "loss_mask": 0.2599131874740124, "loss_rpn_cls": 0.05617737636202946, "loss_rpn_loc": 0.07280751079088077, "loss_sem_seg": 0.3569512749090791, "lr": 0.02, "mask_rcnn/accuracy": 0.8910067068174021, "mask_rcnn/false_negative": 0.09727087088301836, "mask_rcnn/false_positive": 0.12514944717273044, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5594652229992789, "total_loss": 1.1980020715272985} {"data_time": 0.012328397500823485, "eta_seconds": 107871.32142146767, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.3968531468531469, "fast_rcnn/fg_cls_accuracy": 0.583119931711481, "iteration": 79299, "loss_box_reg": 0.24644190911203623, "loss_cls": 0.2331107729114592, "loss_mask": 0.2645637607201934, "loss_rpn_cls": 0.05786785006057471, "loss_rpn_loc": 0.08992249640868977, "loss_sem_seg": 0.3356661153957248, "lr": 0.02, "mask_rcnn/accuracy": 0.8797936532691679, "mask_rcnn/false_negative": 0.11157668521326781, "mask_rcnn/false_positive": 0.14742928284288362, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.561540792001324, "total_loss": 1.2264985608053394} {"data_time": 0.012593835501320427, "eta_seconds": 107700.22542498594, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3547314578005115, "fast_rcnn/fg_cls_accuracy": 0.5950716953849862, "iteration": 79319, "loss_box_reg": 0.2406356972642243, "loss_cls": 0.2286206865683198, "loss_mask": 0.26856982335448265, "loss_rpn_cls": 0.06144197025423637, "loss_rpn_loc": 0.08305936519172974, "loss_sem_seg": 0.37684841407462955, "lr": 0.02, "mask_rcnn/accuracy": 0.877320795083654, "mask_rcnn/false_negative": 0.10230735735161363, "mask_rcnn/false_positive": 0.12821046579950596, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5579890689950844, "total_loss": 1.2526860120124184} {"data_time": 0.012274351502128411, "eta_seconds": 107632.55640541951, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.3959642857142857, "fast_rcnn/fg_cls_accuracy": 0.5429636304062909, "iteration": 79339, "loss_box_reg": 0.2548206876963377, "loss_cls": 0.2455289326608181, "loss_mask": 0.27973206993192434, "loss_rpn_cls": 0.04967413272242993, "loss_rpn_loc": 0.08875588767114095, "loss_sem_seg": 0.3362319516018033, "lr": 0.02, "mask_rcnn/accuracy": 0.8724974500906635, "mask_rcnn/false_negative": 0.11370350711906689, "mask_rcnn/false_positive": 0.14880842830717705, "roi_head/num_bg_samples": 455.5, "roi_head/num_fg_samples": 56.5, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5619816375037772, "total_loss": 1.284176645160187} {"data_time": 0.013709111499338178, "eta_seconds": 107637.07379824306, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.2869136460554371, "fast_rcnn/fg_cls_accuracy": 0.6741232227488152, "iteration": 79359, "loss_box_reg": 0.24419715942349285, "loss_cls": 0.2213246147148311, "loss_mask": 0.2615144872106612, "loss_rpn_cls": 0.0519420210403041, "loss_rpn_loc": 0.07191810657968745, "loss_sem_seg": 0.3459258247166872, "lr": 0.02, "mask_rcnn/accuracy": 0.8996043455226046, "mask_rcnn/false_negative": 0.09108873449537461, "mask_rcnn/false_positive": 0.11809315479475964, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5809136889984075, "total_loss": 1.2205824268748984} {"data_time": 0.0124506050015043, "eta_seconds": 107666.33629326595, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.3661674347158218, "fast_rcnn/fg_cls_accuracy": 0.598289706955887, "iteration": 79379, "loss_box_reg": 0.2732809279114008, "loss_cls": 0.25043934024870396, "loss_mask": 0.2759249284863472, "loss_rpn_cls": 0.05507669196231291, "loss_rpn_loc": 0.09303024204564281, "loss_sem_seg": 0.327071744017303, "lr": 0.02, "mask_rcnn/accuracy": 0.8927602290916365, "mask_rcnn/false_negative": 0.09596741698573237, "mask_rcnn/false_positive": 0.13953479280508518, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 235.0, "rpn/num_pos_anchors": 21.0, "time": 0.5752664704996278, "total_loss": 1.2686114506504964} {"data_time": 0.012063932001183275, "eta_seconds": 107614.48955376296, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.41548440065681447, "fast_rcnn/fg_cls_accuracy": 0.5182417582417582, "iteration": 79399, "loss_box_reg": 0.2447459064424038, "loss_cls": 0.22259352635592222, "loss_mask": 0.2715118220075965, "loss_rpn_cls": 0.0437812073942041, "loss_rpn_loc": 0.07214560429565609, "loss_sem_seg": 0.3200676366686821, "lr": 0.02, "mask_rcnn/accuracy": 0.8678740990351925, "mask_rcnn/false_negative": 0.10913072779724653, "mask_rcnn/false_positive": 0.14462846658713552, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5608541019973927, "total_loss": 1.1751128234900534} {"data_time": 0.012517841503722593, "eta_seconds": 107565.94665902118, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.2904385125931078, "fast_rcnn/fg_cls_accuracy": 0.6618753600230415, "iteration": 79419, "loss_box_reg": 0.25495541747659445, "loss_cls": 0.23850110708735883, "loss_mask": 0.26857785787433386, "loss_rpn_cls": 0.0479268443887122, "loss_rpn_loc": 0.08391714718891308, "loss_sem_seg": 0.3259440246038139, "lr": 0.02, "mask_rcnn/accuracy": 0.8791871035009398, "mask_rcnn/false_negative": 0.11027407900387245, "mask_rcnn/false_positive": 0.12399457577688397, "roi_head/num_bg_samples": 431.5, "roi_head/num_fg_samples": 80.5, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5564349449996371, "total_loss": 1.2257165048504248} {"data_time": 0.012116828500438714, "eta_seconds": 107535.94011644594, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.3057302041832669, "fast_rcnn/fg_cls_accuracy": 0.6515687003968254, "iteration": 79439, "loss_box_reg": 0.22685381537303329, "loss_cls": 0.19787595514208078, "loss_mask": 0.27106431405991316, "loss_rpn_cls": 0.04941553241224028, "loss_rpn_loc": 0.08256682089995593, "loss_sem_seg": 0.3325853869318962, "lr": 0.02, "mask_rcnn/accuracy": 0.8833352022127532, "mask_rcnn/false_negative": 0.10118619756324662, "mask_rcnn/false_positive": 0.12335197878703807, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5576350845039997, "total_loss": 1.1267891502648126} {"data_time": 0.012249463998159626, "eta_seconds": 107455.27846096296, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.3487841945288754, "fast_rcnn/fg_cls_accuracy": 0.5789882202538581, "iteration": 79459, "loss_box_reg": 0.21527275256812572, "loss_cls": 0.22681310726329684, "loss_mask": 0.24527882225811481, "loss_rpn_cls": 0.0450355434732046, "loss_rpn_loc": 0.057661186932818964, "loss_sem_seg": 0.3540958147495985, "lr": 0.02, "mask_rcnn/accuracy": 0.8865607476098547, "mask_rcnn/false_negative": 0.08507177606588778, "mask_rcnn/false_positive": 0.12703465592035554, "roi_head/num_bg_samples": 458.75, "roi_head/num_fg_samples": 53.25, "rpn/num_neg_anchors": 234.5, "rpn/num_pos_anchors": 21.5, "time": 0.5590808675005974, "total_loss": 1.1630176623584703} {"data_time": 0.012752236001688289, "eta_seconds": 107513.36761942579, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3230377906976744, "fast_rcnn/fg_cls_accuracy": 0.6254208754208754, "iteration": 79479, "loss_box_reg": 0.24853178183548152, "loss_cls": 0.24211690248921514, "loss_mask": 0.26749597676098347, "loss_rpn_cls": 0.04925495543284342, "loss_rpn_loc": 0.07602300736471079, "loss_sem_seg": 0.3366384762339294, "lr": 0.02, "mask_rcnn/accuracy": 0.8817800835144339, "mask_rcnn/false_negative": 0.10520165760812411, "mask_rcnn/false_positive": 0.1426142415353337, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5678085630024725, "total_loss": 1.2371633092407137} {"data_time": 0.012547060501674423, "eta_seconds": 107557.35599792318, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.32017316017316017, "fast_rcnn/fg_cls_accuracy": 0.630556778169014, "iteration": 79499, "loss_box_reg": 0.20924035110510886, "loss_cls": 0.20796761312521994, "loss_mask": 0.24713369784876704, "loss_rpn_cls": 0.04317496484145522, "loss_rpn_loc": 0.07317431346746162, "loss_sem_seg": 0.33038002834655344, "lr": 0.02, "mask_rcnn/accuracy": 0.8906506705771573, "mask_rcnn/false_negative": 0.08170880888184723, "mask_rcnn/false_positive": 0.10371646984710624, "roi_head/num_bg_samples": 465.5, "roi_head/num_fg_samples": 46.5, "rpn/num_neg_anchors": 236.75, "rpn/num_pos_anchors": 19.25, "time": 0.5747137555008521, "total_loss": 1.1251686072791927} {"data_time": 0.012316960499447305, "eta_seconds": 107546.06394633312, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3578874587809807, "fast_rcnn/fg_cls_accuracy": 0.5870576078532679, "iteration": 79519, "loss_box_reg": 0.25770373083651066, "loss_cls": 0.25368712516501546, "loss_mask": 0.27814505714923143, "loss_rpn_cls": 0.05085980653529987, "loss_rpn_loc": 0.08225110870262142, "loss_sem_seg": 0.3568103229627013, "lr": 0.02, "mask_rcnn/accuracy": 0.8736246121825353, "mask_rcnn/false_negative": 0.11251424280186316, "mask_rcnn/false_positive": 0.14177346376711225, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 0.5672540979976475, "total_loss": 1.2636443533701822} {"data_time": 0.012409605998982443, "eta_seconds": 107597.92257138313, "fast_rcnn/cls_accuracy": 0.91162109375, "fast_rcnn/false_negative": 0.44949265687583445, "fast_rcnn/fg_cls_accuracy": 0.5109594567336785, "iteration": 79539, "loss_box_reg": 0.24822414061054587, "loss_cls": 0.23931993497535586, "loss_mask": 0.26836969517171383, "loss_rpn_cls": 0.051934549934230745, "loss_rpn_loc": 0.07730664312839508, "loss_sem_seg": 0.3513351744040847, "lr": 0.02, "mask_rcnn/accuracy": 0.8815232103777053, "mask_rcnn/false_negative": 0.10366017211475169, "mask_rcnn/false_positive": 0.14351812788940732, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.5779679529987334, "total_loss": 1.2065684382687323} {"data_time": 0.012885714997537434, "eta_seconds": 107564.66889810599, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.3807511737089202, "fast_rcnn/fg_cls_accuracy": 0.5872923972738702, "iteration": 79559, "loss_box_reg": 0.2229020306840539, "loss_cls": 0.22445504879578948, "loss_mask": 0.2732279235497117, "loss_rpn_cls": 0.04345129430294037, "loss_rpn_loc": 0.07989320467459038, "loss_sem_seg": 0.3288105861283839, "lr": 0.02, "mask_rcnn/accuracy": 0.8609934201464613, "mask_rcnn/false_negative": 0.11788060619977811, "mask_rcnn/false_positive": 0.151205500359921, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 204.0, "rpn/num_pos_anchors": 52.0, "time": 0.5536728264996782, "total_loss": 1.2120508354273625} {"data_time": 0.012640193999686744, "eta_seconds": 107535.92395964885, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3179945054945055, "fast_rcnn/fg_cls_accuracy": 0.6447563773788636, "iteration": 79579, "loss_box_reg": 0.2654651664197445, "loss_cls": 0.24580872803926468, "loss_mask": 0.2595898974686861, "loss_rpn_cls": 0.0498189854552038, "loss_rpn_loc": 0.08709109420306049, "loss_sem_seg": 0.30604962608776987, "lr": 0.02, "mask_rcnn/accuracy": 0.895165146194251, "mask_rcnn/false_negative": 0.08728609488777184, "mask_rcnn/false_positive": 0.11910990958611228, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5609688910008117, "total_loss": 1.235514266343671} {"data_time": 0.012293821000639582, "eta_seconds": 107494.84927079083, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.33647798742138363, "fast_rcnn/fg_cls_accuracy": 0.6480449398443029, "iteration": 79599, "loss_box_reg": 0.22449162509292364, "loss_cls": 0.22404595976695418, "loss_mask": 0.26492470875382423, "loss_rpn_cls": 0.04385233804350719, "loss_rpn_loc": 0.06452598830219358, "loss_sem_seg": 0.36195551231503487, "lr": 0.02, "mask_rcnn/accuracy": 0.875134736993389, "mask_rcnn/false_negative": 0.11173690873936551, "mask_rcnn/false_positive": 0.12563191995369755, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5626105469964386, "total_loss": 1.1986429326643702} {"data_time": 0.012152134004281834, "eta_seconds": 107438.09820307003, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.3974789915966387, "fast_rcnn/fg_cls_accuracy": 0.5597117364447495, "iteration": 79619, "loss_box_reg": 0.25008181342855096, "loss_cls": 0.24039834272116423, "loss_mask": 0.271835520863533, "loss_rpn_cls": 0.05035861870783265, "loss_rpn_loc": 0.09275845618685707, "loss_sem_seg": 0.3705973485484719, "lr": 0.02, "mask_rcnn/accuracy": 0.8852570901015584, "mask_rcnn/false_negative": 0.08951557635015815, "mask_rcnn/false_positive": 0.1506559301695405, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.5683157659987046, "total_loss": 1.2570277539489325} {"data_time": 0.011881055503181415, "eta_seconds": 107426.81156225996, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.39469416126042633, "fast_rcnn/fg_cls_accuracy": 0.5768458449181342, "iteration": 79639, "loss_box_reg": 0.23846085742115974, "loss_cls": 0.23737211944535375, "loss_mask": 0.27253337297588587, "loss_rpn_cls": 0.053734643617644906, "loss_rpn_loc": 0.0807799301110208, "loss_sem_seg": 0.35803594533354044, "lr": 0.02, "mask_rcnn/accuracy": 0.8662071400682093, "mask_rcnn/false_negative": 0.10878438233643173, "mask_rcnn/false_positive": 0.16043427046760328, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5665219755028374, "total_loss": 1.3109143180190586} {"data_time": 0.013110053001582855, "eta_seconds": 107419.1109453589, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.2760699728260869, "fast_rcnn/fg_cls_accuracy": 0.7179393496529046, "iteration": 79659, "loss_box_reg": 0.2379410988651216, "loss_cls": 0.23076719255186617, "loss_mask": 0.24794669728726149, "loss_rpn_cls": 0.050316724576987326, "loss_rpn_loc": 0.08823093748651445, "loss_sem_seg": 0.3724099174141884, "lr": 0.02, "mask_rcnn/accuracy": 0.9056820980248534, "mask_rcnn/false_negative": 0.07988069836873643, "mask_rcnn/false_positive": 0.10632455954113276, "roi_head/num_bg_samples": 456.5, "roi_head/num_fg_samples": 55.5, "rpn/num_neg_anchors": 235.75, "rpn/num_pos_anchors": 20.25, "time": 0.5812874610055587, "total_loss": 1.2320965774124488} {"data_time": 0.012712013001873856, "eta_seconds": 107379.19641398106, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.4109803921568628, "fast_rcnn/fg_cls_accuracy": 0.5463614145343907, "iteration": 79679, "loss_box_reg": 0.22931117517873645, "loss_cls": 0.20481871906667948, "loss_mask": 0.2754131471738219, "loss_rpn_cls": 0.044586854142835364, "loss_rpn_loc": 0.08208573090087157, "loss_sem_seg": 0.3543042833916843, "lr": 0.02, "mask_rcnn/accuracy": 0.8716770654962492, "mask_rcnn/false_negative": 0.09276176501923074, "mask_rcnn/false_positive": 0.1443431711736986, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5629636435005523, "total_loss": 1.2043196707963943} {"data_time": 0.012278885500563774, "eta_seconds": 107367.91240471104, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.3699248120300752, "fast_rcnn/fg_cls_accuracy": 0.5994186046511627, "iteration": 79699, "loss_box_reg": 0.24559499602764845, "loss_cls": 0.2346979808062315, "loss_mask": 0.2610864471644163, "loss_rpn_cls": 0.05009125103242695, "loss_rpn_loc": 0.07153423072304577, "loss_sem_seg": 0.3741159066557884, "lr": 0.02, "mask_rcnn/accuracy": 0.9003190910850948, "mask_rcnn/false_negative": 0.08535193282558387, "mask_rcnn/false_positive": 0.10471012456426382, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5743369760020869, "total_loss": 1.2251837939256802} {"data_time": 0.013012969502597116, "eta_seconds": 107282.45400763048, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.38238916256157635, "fast_rcnn/fg_cls_accuracy": 0.5785181733457596, "iteration": 79719, "loss_box_reg": 0.23597452882677317, "loss_cls": 0.2527965949848294, "loss_mask": 0.2578747412189841, "loss_rpn_cls": 0.044222868673386984, "loss_rpn_loc": 0.06097929837414995, "loss_sem_seg": 0.36128652887418866, "lr": 0.02, "mask_rcnn/accuracy": 0.8835400000517448, "mask_rcnn/false_negative": 0.10592900436600963, "mask_rcnn/false_positive": 0.09454093410077852, "roi_head/num_bg_samples": 462.0, "roi_head/num_fg_samples": 50.0, "rpn/num_neg_anchors": 237.0, "rpn/num_pos_anchors": 19.0, "time": 0.5674684334953781, "total_loss": 1.1669090174546} {"data_time": 0.012281347000680398, "eta_seconds": 107257.0758400062, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.3969309462915601, "fast_rcnn/fg_cls_accuracy": 0.5340956340956341, "iteration": 79739, "loss_box_reg": 0.24688190664164722, "loss_cls": 0.23163999430835247, "loss_mask": 0.25817845296114683, "loss_rpn_cls": 0.05035744997439906, "loss_rpn_loc": 0.0805029752664268, "loss_sem_seg": 0.3514502071775496, "lr": 0.02, "mask_rcnn/accuracy": 0.8918547139600521, "mask_rcnn/false_negative": 0.08846691893084987, "mask_rcnn/false_positive": 0.11313714122692965, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 239.75, "rpn/num_pos_anchors": 16.25, "time": 0.5682577590014262, "total_loss": 1.2598677562200464} {"data_time": 0.01252257249871036, "eta_seconds": 107219.87477951932, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.3546011254551473, "fast_rcnn/fg_cls_accuracy": 0.5453435221047489, "iteration": 79759, "loss_box_reg": 0.22835363866761327, "loss_cls": 0.22129870019853115, "loss_mask": 0.2531348871998489, "loss_rpn_cls": 0.05222084611887112, "loss_rpn_loc": 0.09542073792545125, "loss_sem_seg": 0.35265743592754006, "lr": 0.02, "mask_rcnn/accuracy": 0.8943579543006506, "mask_rcnn/false_negative": 0.0887993844915149, "mask_rcnn/false_positive": 0.12633946146838154, "roi_head/num_bg_samples": 462.25, "roi_head/num_fg_samples": 49.75, "rpn/num_neg_anchors": 240.5, "rpn/num_pos_anchors": 15.5, "time": 0.5598909514992556, "total_loss": 1.2490305376122706} {"data_time": 0.012914952996652573, "eta_seconds": 107234.52637882603, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.42138944223107566, "fast_rcnn/fg_cls_accuracy": 0.5293248140377647, "iteration": 79779, "loss_box_reg": 0.2290267152711749, "loss_cls": 0.2242972725071013, "loss_mask": 0.2613449692726135, "loss_rpn_cls": 0.05057205342745874, "loss_rpn_loc": 0.08843917291960679, "loss_sem_seg": 0.33316553197801113, "lr": 0.02, "mask_rcnn/accuracy": 0.8852654047876369, "mask_rcnn/false_negative": 0.09523579881964722, "mask_rcnn/false_positive": 0.12804461913665585, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.5717000864970032, "total_loss": 1.2375403074547648} {"data_time": 0.0127903514985519, "eta_seconds": 107333.99266171426, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.3892857142857143, "fast_rcnn/fg_cls_accuracy": 0.5598759541984732, "iteration": 79799, "loss_box_reg": 0.23441407084465027, "loss_cls": 0.23745712637901306, "loss_mask": 0.26574263628572226, "loss_rpn_cls": 0.052364452567417175, "loss_rpn_loc": 0.08482428448041901, "loss_sem_seg": 0.33887306973338127, "lr": 0.02, "mask_rcnn/accuracy": 0.9068524508017493, "mask_rcnn/false_negative": 0.09338875106186136, "mask_rcnn/false_positive": 0.13866817365537804, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5732231194997439, "total_loss": 1.2602122312528081} {"data_time": 0.012611484500666847, "eta_seconds": 107376.68317248218, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.3247967479674797, "fast_rcnn/fg_cls_accuracy": 0.6125023273133494, "iteration": 79819, "loss_box_reg": 0.24579308228567243, "loss_cls": 0.23041658056899905, "loss_mask": 0.2633305974304676, "loss_rpn_cls": 0.0480709346011281, "loss_rpn_loc": 0.07942732906667516, "loss_sem_seg": 0.3568479139357805, "lr": 0.02, "mask_rcnn/accuracy": 0.9073702593138568, "mask_rcnn/false_negative": 0.08394459870182905, "mask_rcnn/false_positive": 0.1275220461782803, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5680207410005096, "total_loss": 1.2489075782723376} {"data_time": 0.012921337500301888, "eta_seconds": 107348.98013137895, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.39329907718120805, "fast_rcnn/fg_cls_accuracy": 0.5870675176352033, "iteration": 79839, "loss_box_reg": 0.2560157794505358, "loss_cls": 0.2529609934426844, "loss_mask": 0.2738599618896842, "loss_rpn_cls": 0.05510794935980812, "loss_rpn_loc": 0.09388642047997564, "loss_sem_seg": 0.3458407991565764, "lr": 0.02, "mask_rcnn/accuracy": 0.8706423173629981, "mask_rcnn/false_negative": 0.11257012335437264, "mask_rcnn/false_positive": 0.14851498622804976, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.5581958599977952, "total_loss": 1.3225735867454205} {"data_time": 0.012236002497957088, "eta_seconds": 107404.99962499179, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3359062015917953, "fast_rcnn/fg_cls_accuracy": 0.6251880507199656, "iteration": 79859, "loss_box_reg": 0.27058070548810065, "loss_cls": 0.23753032088279724, "loss_mask": 0.27087292866781354, "loss_rpn_cls": 0.05052005223114975, "loss_rpn_loc": 0.08241246489342302, "loss_sem_seg": 0.3579029906541109, "lr": 0.02, "mask_rcnn/accuracy": 0.8863624252077033, "mask_rcnn/false_negative": 0.12013298230394957, "mask_rcnn/false_positive": 0.10662658754178464, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5758509610022884, "total_loss": 1.2828667016874533} {"data_time": 0.012710023998806719, "eta_seconds": 107432.34098470832, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3973684210526316, "fast_rcnn/fg_cls_accuracy": 0.6026315789473684, "iteration": 79879, "loss_box_reg": 0.22057498013600707, "loss_cls": 0.22533802897669375, "loss_mask": 0.256722548045218, "loss_rpn_cls": 0.048869865233427845, "loss_rpn_loc": 0.0673543798038736, "loss_sem_seg": 0.35805828822776675, "lr": 0.02, "mask_rcnn/accuracy": 0.8791129349138499, "mask_rcnn/false_negative": 0.08427755995066531, "mask_rcnn/false_positive": 0.1385296822446166, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5664018009993015, "total_loss": 1.2205049738986418} {"data_time": 0.012770437500876142, "eta_seconds": 107492.53222328213, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.32137417218543046, "fast_rcnn/fg_cls_accuracy": 0.6344551282051283, "iteration": 79899, "loss_box_reg": 0.23209497798234224, "loss_cls": 0.2232652143575251, "loss_mask": 0.2587939677760005, "loss_rpn_cls": 0.04534149829123635, "loss_rpn_loc": 0.06178104900754988, "loss_sem_seg": 0.3932615900412202, "lr": 0.02, "mask_rcnn/accuracy": 0.9115625105140972, "mask_rcnn/false_negative": 0.06189690284038954, "mask_rcnn/false_positive": 0.12765441524875576, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 239.5, "rpn/num_pos_anchors": 16.5, "time": 0.5657858820013644, "total_loss": 1.2201836045715027} {"data_time": 0.012595351498021046, "eta_seconds": 107481.22323151215, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.30390720390720394, "fast_rcnn/fg_cls_accuracy": 0.6527777777777778, "iteration": 79919, "loss_box_reg": 0.23467629356309772, "loss_cls": 0.23279693734366447, "loss_mask": 0.2663543918170035, "loss_rpn_cls": 0.04813802582793869, "loss_rpn_loc": 0.07340338471112773, "loss_sem_seg": 0.3793666483834386, "lr": 0.02, "mask_rcnn/accuracy": 0.8822266190243572, "mask_rcnn/false_negative": 0.11267771195855844, "mask_rcnn/false_positive": 0.12364292428757817, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5665604710011394, "total_loss": 1.2639550306485035} {"data_time": 0.01247571099884226, "eta_seconds": 107544.16280475128, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.31988436400201103, "fast_rcnn/fg_cls_accuracy": 0.6497863247863248, "iteration": 79939, "loss_box_reg": 0.23474071780219674, "loss_cls": 0.21541625703684986, "loss_mask": 0.2675908552482724, "loss_rpn_cls": 0.050217978307045996, "loss_rpn_loc": 0.06735343451146036, "loss_sem_seg": 0.36931281071156263, "lr": 0.02, "mask_rcnn/accuracy": 0.8901694451500248, "mask_rcnn/false_negative": 0.09884983476860526, "mask_rcnn/false_positive": 0.1349287231888455, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5648312275006901, "total_loss": 1.1943001745385118} {"data_time": 0.01337464550306322, "eta_seconds": 107458.60524797218, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.3678042763157895, "fast_rcnn/fg_cls_accuracy": 0.6021202361782072, "iteration": 79959, "loss_box_reg": 0.23503670888021588, "loss_cls": 0.22908927826210856, "loss_mask": 0.2701726099476218, "loss_rpn_cls": 0.04844675335334614, "loss_rpn_loc": 0.08201920206192881, "loss_sem_seg": 0.3421027772128582, "lr": 0.02, "mask_rcnn/accuracy": 0.8963983566463933, "mask_rcnn/false_negative": 0.09650066054831755, "mask_rcnn/false_positive": 0.1159794221418278, "roi_head/num_bg_samples": 461.0, "roi_head/num_fg_samples": 51.0, "rpn/num_neg_anchors": 241.75, "rpn/num_pos_anchors": 14.25, "time": 0.5645180845021969, "total_loss": 1.2785782397259027} {"data_time": 0.012644284503039671, "eta_seconds": 107514.0421771235, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.4342562222650974, "fast_rcnn/fg_cls_accuracy": 0.5018973214285714, "iteration": 79979, "loss_box_reg": 0.2682980112731457, "loss_cls": 0.2599895051680505, "loss_mask": 0.2662130519747734, "loss_rpn_cls": 0.05408955563325435, "loss_rpn_loc": 0.0938008323428221, "loss_sem_seg": 0.32947931811213493, "lr": 0.02, "mask_rcnn/accuracy": 0.8729548360108668, "mask_rcnn/false_negative": 0.08875149777961508, "mask_rcnn/false_positive": 0.14615454466721337, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.566285771998082, "total_loss": 1.2716682050086092} {"data_time": 0.012751777496305294, "eta_seconds": 107502.72616024356, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.38975000000000004, "fast_rcnn/fg_cls_accuracy": 0.5986111111111111, "iteration": 79999, "loss_box_reg": 0.24482373776845634, "loss_cls": 0.22168266493827105, "loss_mask": 0.25735511537641287, "loss_rpn_cls": 0.053197812754660845, "loss_rpn_loc": 0.0843904766952619, "loss_sem_seg": 0.3429457903839648, "lr": 0.02, "mask_rcnn/accuracy": 0.8904161724507648, "mask_rcnn/false_negative": 0.10426194499704808, "mask_rcnn/false_positive": 0.12113505526419086, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.5750493054983963, "total_loss": 1.2109043447126169} {"data_time": 0.013228599498688709, "eta_seconds": 107568.698404469, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.3357504665422554, "fast_rcnn/fg_cls_accuracy": 0.539047619047619, "iteration": 80019, "loss_box_reg": 0.23601202759891748, "loss_cls": 0.23234962578862906, "loss_mask": 0.26057786867022514, "loss_rpn_cls": 0.05068272084463388, "loss_rpn_loc": 0.07330189977074042, "loss_sem_seg": 0.35384334065020084, "lr": 0.02, "mask_rcnn/accuracy": 0.917211011708831, "mask_rcnn/false_negative": 0.0882002450617414, "mask_rcnn/false_positive": 0.10187685016076642, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5667173420006293, "total_loss": 1.242203108209651} {"data_time": 0.012228072500874987, "eta_seconds": 107557.37425116899, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3533399237395848, "fast_rcnn/fg_cls_accuracy": 0.615663731245923, "iteration": 80039, "loss_box_reg": 0.22345422115176916, "loss_cls": 0.23075431678444147, "loss_mask": 0.25740377604961395, "loss_rpn_cls": 0.04610981134464964, "loss_rpn_loc": 0.07119498879183084, "loss_sem_seg": 0.29562768805772066, "lr": 0.02, "mask_rcnn/accuracy": 0.8825861013009855, "mask_rcnn/false_negative": 0.08825763305720938, "mask_rcnn/false_positive": 0.12383023228009965, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5675816270013456, "total_loss": 1.1267117884708568} {"data_time": 0.013831098498485517, "eta_seconds": 107546.05009786898, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.3323033987840127, "fast_rcnn/fg_cls_accuracy": 0.5766666666666667, "iteration": 80059, "loss_box_reg": 0.22341895941644907, "loss_cls": 0.21190498350188136, "loss_mask": 0.2583594499155879, "loss_rpn_cls": 0.04595641008927487, "loss_rpn_loc": 0.07816169250872917, "loss_sem_seg": 0.3956049680709839, "lr": 0.02, "mask_rcnn/accuracy": 0.8974571048371272, "mask_rcnn/false_negative": 0.07206017738795362, "mask_rcnn/false_positive": 0.13974512069024397, "roi_head/num_bg_samples": 459.0, "roi_head/num_fg_samples": 53.0, "rpn/num_neg_anchors": 235.25, "rpn/num_pos_anchors": 20.75, "time": 0.563685526001791, "total_loss": 1.1911812846083194} {"data_time": 0.013935008497355739, "eta_seconds": 107542.22013173711, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.2867282774390244, "fast_rcnn/fg_cls_accuracy": 0.5441509433962264, "iteration": 80079, "loss_box_reg": 0.2218581442721188, "loss_cls": 0.21622548368759453, "loss_mask": 0.26725440565496683, "loss_rpn_cls": 0.05359976243926212, "loss_rpn_loc": 0.09766185597982258, "loss_sem_seg": 0.3511187743861228, "lr": 0.02, "mask_rcnn/accuracy": 0.8894165640394089, "mask_rcnn/false_negative": 0.09173903247392962, "mask_rcnn/false_positive": 0.11512301790816898, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5637256785012141, "total_loss": 1.2542115231626667} {"data_time": 0.011629817003267817, "eta_seconds": 107562.23217750834, "fast_rcnn/cls_accuracy": 0.90283203125, "fast_rcnn/false_negative": 0.4139194139194139, "fast_rcnn/fg_cls_accuracy": 0.5704382826475849, "iteration": 80099, "loss_box_reg": 0.2434773372951895, "loss_cls": 0.23266816744580865, "loss_mask": 0.26637619733810425, "loss_rpn_cls": 0.04544539551716298, "loss_rpn_loc": 0.0896321180043742, "loss_sem_seg": 0.3806852037087083, "lr": 0.02, "mask_rcnn/accuracy": 0.8737174205696188, "mask_rcnn/false_negative": 0.12626809441181686, "mask_rcnn/false_positive": 0.1479533264470553, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.572296398000617, "total_loss": 1.2584397690952756} {"data_time": 0.012020839996694122, "eta_seconds": 107620.4303827984, "fast_rcnn/cls_accuracy": 0.90966796875, "fast_rcnn/false_negative": 0.417290673927842, "fast_rcnn/fg_cls_accuracy": 0.5476233671988389, "iteration": 80119, "loss_box_reg": 0.24338053516112268, "loss_cls": 0.23941133078187704, "loss_mask": 0.2622208734974265, "loss_rpn_cls": 0.04660721664549783, "loss_rpn_loc": 0.07604816905222833, "loss_sem_seg": 0.3504132553935051, "lr": 0.02, "mask_rcnn/accuracy": 0.8943451384849137, "mask_rcnn/false_negative": 0.09206032429941849, "mask_rcnn/false_positive": 0.11793597198594485, "roi_head/num_bg_samples": 430.25, "roi_head/num_fg_samples": 81.75, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5701371194991225, "total_loss": 1.25881421827944} {"data_time": 0.012830120998842176, "eta_seconds": 107648.72117996441, "fast_rcnn/cls_accuracy": 0.90673828125, "fast_rcnn/false_negative": 0.37983335827969866, "fast_rcnn/fg_cls_accuracy": 0.5768966886938938, "iteration": 80139, "loss_box_reg": 0.23983558267354965, "loss_cls": 0.22926188679412007, "loss_mask": 0.2707952354103327, "loss_rpn_cls": 0.046537807618733495, "loss_rpn_loc": 0.09155696287052706, "loss_sem_seg": 0.3897650274448097, "lr": 0.02, "mask_rcnn/accuracy": 0.8628898345639973, "mask_rcnn/false_negative": 0.112240115265196, "mask_rcnn/false_positive": 0.15660515506096712, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.5698199740036216, "total_loss": 1.2994426967634354} {"data_time": 0.0114030670010834, "eta_seconds": 107637.38143971445, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.4462632094999455, "fast_rcnn/fg_cls_accuracy": 0.5537367905000545, "iteration": 80159, "loss_box_reg": 0.23049594194162637, "loss_cls": 0.20843680389225483, "loss_mask": 0.2657888848334551, "loss_rpn_cls": 0.04226931578887161, "loss_rpn_loc": 0.07545299260527827, "loss_sem_seg": 0.33455079793930054, "lr": 0.02, "mask_rcnn/accuracy": 0.9057108125700296, "mask_rcnn/false_negative": 0.0820061620150386, "mask_rcnn/false_positive": 0.10644101261927347, "roi_head/num_bg_samples": 462.0, "roi_head/num_fg_samples": 50.0, "rpn/num_neg_anchors": 237.75, "rpn/num_pos_anchors": 18.25, "time": 0.5622845885009156, "total_loss": 1.1155506514769513} {"data_time": 0.013404705503489822, "eta_seconds": 107639.36637537777, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.4034144867478201, "fast_rcnn/fg_cls_accuracy": 0.5434945956881105, "iteration": 80179, "loss_box_reg": 0.24207362346351147, "loss_cls": 0.22982819005846977, "loss_mask": 0.2722539221867919, "loss_rpn_cls": 0.04855785600375384, "loss_rpn_loc": 0.08282724564196542, "loss_sem_seg": 0.3450082731433213, "lr": 0.02, "mask_rcnn/accuracy": 0.863759669563241, "mask_rcnn/false_negative": 0.10360350075177813, "mask_rcnn/false_positive": 0.15216001681233476, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5672547290014336, "total_loss": 1.2399168586416636} {"data_time": 0.013067820997093804, "eta_seconds": 107619.7037846349, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.38772314437832756, "fast_rcnn/fg_cls_accuracy": 0.5831819605386783, "iteration": 80199, "loss_box_reg": 0.2418475744780153, "loss_cls": 0.22408488509245217, "loss_mask": 0.2629361469298601, "loss_rpn_cls": 0.04455688607413322, "loss_rpn_loc": 0.07471269040252082, "loss_sem_seg": 0.34158238489180803, "lr": 0.02, "mask_rcnn/accuracy": 0.8804806025745454, "mask_rcnn/false_negative": 0.10050685494907784, "mask_rcnn/false_positive": 0.1402716820462137, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5518029804989055, "total_loss": 1.2124710069329012} {"data_time": 0.012764424001943553, "eta_seconds": 107612.89786028748, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.3441833590138675, "fast_rcnn/fg_cls_accuracy": 0.6192082161136155, "iteration": 80219, "loss_box_reg": 0.2477903375402093, "loss_cls": 0.23035811772570014, "loss_mask": 0.2695710030384362, "loss_rpn_cls": 0.04894329808303155, "loss_rpn_loc": 0.0884856796474196, "loss_sem_seg": 0.3123534610494971, "lr": 0.02, "mask_rcnn/accuracy": 0.8996084286330226, "mask_rcnn/false_negative": 0.08774631719803433, "mask_rcnn/false_positive": 0.11433180788565797, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5635206290025963, "total_loss": 1.1918648718565237} {"data_time": 0.012634206999791786, "eta_seconds": 107604.3993558755, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.29905730587943435, "fast_rcnn/fg_cls_accuracy": 0.6696492483894059, "iteration": 80239, "loss_box_reg": 0.23160776344593614, "loss_cls": 0.21953198174014688, "loss_mask": 0.26329335011541843, "loss_rpn_cls": 0.040314703539479524, "loss_rpn_loc": 0.05929972234298475, "loss_sem_seg": 0.35414540278725326, "lr": 0.02, "mask_rcnn/accuracy": 0.8924414347258013, "mask_rcnn/false_negative": 0.0890399544529509, "mask_rcnn/false_positive": 0.14481707623838908, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5607215980016917, "total_loss": 1.1894916633609682} {"data_time": 0.012922800498927245, "eta_seconds": 107562.3087898514, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.37583892617449666, "fast_rcnn/fg_cls_accuracy": 0.6174496644295302, "iteration": 80259, "loss_box_reg": 0.22668281476944685, "loss_cls": 0.21957860002294183, "loss_mask": 0.25901100877672434, "loss_rpn_cls": 0.04696610888640862, "loss_rpn_loc": 0.07392746198456734, "loss_sem_seg": 0.333724956959486, "lr": 0.02, "mask_rcnn/accuracy": 0.8965009649056457, "mask_rcnn/false_negative": 0.10111150302744593, "mask_rcnn/false_positive": 0.10061240984870112, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5589649280009326, "total_loss": 1.16337033554737} {"data_time": 0.012775565995980287, "eta_seconds": 107574.34271539516, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.3945461479786423, "fast_rcnn/fg_cls_accuracy": 0.5811332614942528, "iteration": 80279, "loss_box_reg": 0.24784579873085022, "loss_cls": 0.22068442031741142, "loss_mask": 0.2671164460480213, "loss_rpn_cls": 0.04446832137182355, "loss_rpn_loc": 0.07321935078653041, "loss_sem_seg": 0.3886483693495393, "lr": 0.02, "mask_rcnn/accuracy": 0.8873576971221813, "mask_rcnn/false_negative": 0.10698724722292932, "mask_rcnn/false_positive": 0.1166533941570484, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5797118305017648, "total_loss": 1.2365388338366756} {"data_time": 0.012319869496423053, "eta_seconds": 107558.00325796466, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.34732241953385123, "fast_rcnn/fg_cls_accuracy": 0.6176742573112934, "iteration": 80299, "loss_box_reg": 0.2344021697062999, "loss_cls": 0.22458688344340771, "loss_mask": 0.27428547013550997, "loss_rpn_cls": 0.04909216670785099, "loss_rpn_loc": 0.08889308630023152, "loss_sem_seg": 0.3577321385964751, "lr": 0.02, "mask_rcnn/accuracy": 0.8861368819788189, "mask_rcnn/false_negative": 0.09419308707202226, "mask_rcnn/false_positive": 0.12613102293191408, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5611206494941143, "total_loss": 1.2469481833977625} {"data_time": 0.012458676999813179, "eta_seconds": 107556.1941344876, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.33072916666666663, "fast_rcnn/fg_cls_accuracy": 0.640625, "iteration": 80319, "loss_box_reg": 0.25610991613939404, "loss_cls": 0.2255386570468545, "loss_mask": 0.2635710369795561, "loss_rpn_cls": 0.04670889052795246, "loss_rpn_loc": 0.08206721133319661, "loss_sem_seg": 0.33088698610663414, "lr": 0.02, "mask_rcnn/accuracy": 0.8896763894236941, "mask_rcnn/false_negative": 0.10124784681507282, "mask_rcnn/false_positive": 0.12138996943087696, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5679061830014689, "total_loss": 1.1917111223447137} {"data_time": 0.012724950996926054, "eta_seconds": 107544.85338932762, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.34572305331799, "fast_rcnn/fg_cls_accuracy": 0.540625, "iteration": 80339, "loss_box_reg": 0.22030130494385958, "loss_cls": 0.2086863461881876, "loss_mask": 0.2507099034264684, "loss_rpn_cls": 0.03728215320734307, "loss_rpn_loc": 0.07627014763420448, "loss_sem_seg": 0.3642272539436817, "lr": 0.02, "mask_rcnn/accuracy": 0.9040758484180147, "mask_rcnn/false_negative": 0.09222156500346801, "mask_rcnn/false_positive": 0.13947735361129915, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.5620378800012986, "total_loss": 1.1632327694824198} {"data_time": 0.012621146499441238, "eta_seconds": 107467.73329349322, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.4861963190184049, "fast_rcnn/fg_cls_accuracy": 0.43208056988454924, "iteration": 80359, "loss_box_reg": 0.24024858139455318, "loss_cls": 0.21878077648580074, "loss_mask": 0.26199845783412457, "loss_rpn_cls": 0.03819009137805551, "loss_rpn_loc": 0.06742216250859201, "loss_sem_seg": 0.3401998742483556, "lr": 0.02, "mask_rcnn/accuracy": 0.891636495436684, "mask_rcnn/false_negative": 0.09744803696195599, "mask_rcnn/false_positive": 0.13891524988953396, "roi_head/num_bg_samples": 461.75, "roi_head/num_fg_samples": 50.25, "rpn/num_neg_anchors": 236.0, "rpn/num_pos_anchors": 20.0, "time": 0.5646691555011785, "total_loss": 1.1665760233881883} {"data_time": 0.012107158498110948, "eta_seconds": 107410.74054925278, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3665205792682927, "fast_rcnn/fg_cls_accuracy": 0.6034679878048781, "iteration": 80379, "loss_box_reg": 0.24907037476077676, "loss_cls": 0.2361281681805849, "loss_mask": 0.26157958060503006, "loss_rpn_cls": 0.05562041138182394, "loss_rpn_loc": 0.07093353115487844, "loss_sem_seg": 0.3571343496441841, "lr": 0.02, "mask_rcnn/accuracy": 0.8971186400827612, "mask_rcnn/false_negative": 0.09146049788590688, "mask_rcnn/false_positive": 0.10804080347591251, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5614070734991401, "total_loss": 1.2587569537572563} {"data_time": 0.01191505099995993, "eta_seconds": 107431.12071315701, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.3420558239398819, "fast_rcnn/fg_cls_accuracy": 0.6264090177133655, "iteration": 80399, "loss_box_reg": 0.23472100403159857, "loss_cls": 0.24062409484758973, "loss_mask": 0.26519337110221386, "loss_rpn_cls": 0.05066711828112602, "loss_rpn_loc": 0.0740425088442862, "loss_sem_seg": 0.3221130413003266, "lr": 0.02, "mask_rcnn/accuracy": 0.8840628109396653, "mask_rcnn/false_negative": 0.10779378883110963, "mask_rcnn/false_positive": 0.11898315480078789, "roi_head/num_bg_samples": 461.25, "roi_head/num_fg_samples": 50.75, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.569229925997206, "total_loss": 1.2235210312937852} {"data_time": 0.014073508002184099, "eta_seconds": 107419.78837622702, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.3195952355855381, "fast_rcnn/fg_cls_accuracy": 0.6329244463742945, "iteration": 80419, "loss_box_reg": 0.24399717524647713, "loss_cls": 0.23005597246810794, "loss_mask": 0.2696592276915908, "loss_rpn_cls": 0.04439451912185177, "loss_rpn_loc": 0.07098377197689842, "loss_sem_seg": 0.3773869527503848, "lr": 0.02, "mask_rcnn/accuracy": 0.88171815876398, "mask_rcnn/false_negative": 0.08923471702097091, "mask_rcnn/false_positive": 0.10692402721384692, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 235.25, "rpn/num_pos_anchors": 20.75, "time": 0.5528637370043725, "total_loss": 1.2159586883790325} {"data_time": 0.013069238000753103, "eta_seconds": 107422.39806185302, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.3969942586963864, "fast_rcnn/fg_cls_accuracy": 0.5695438282647585, "iteration": 80439, "loss_box_reg": 0.24031211901456118, "loss_cls": 0.24660402303561568, "loss_mask": 0.2635264378041029, "loss_rpn_cls": 0.047153552586678416, "loss_rpn_loc": 0.08230111468583345, "loss_sem_seg": 0.32525613345205784, "lr": 0.02, "mask_rcnn/accuracy": 0.8785464760060084, "mask_rcnn/false_negative": 0.09412546013812308, "mask_rcnn/false_positive": 0.130382272527315, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.5573365344971535, "total_loss": 1.2195366600644775} {"data_time": 0.013573846998042427, "eta_seconds": 107371.66512375075, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.39893211289092295, "fast_rcnn/fg_cls_accuracy": 0.5712121212121213, "iteration": 80459, "loss_box_reg": 0.2372846007347107, "loss_cls": 0.2229181951843202, "loss_mask": 0.26628622598946095, "loss_rpn_cls": 0.03932590488693677, "loss_rpn_loc": 0.07180499902460724, "loss_sem_seg": 0.34964250354096293, "lr": 0.02, "mask_rcnn/accuracy": 0.8857217047892982, "mask_rcnn/false_negative": 0.0916957374934872, "mask_rcnn/false_positive": 0.13367666512285636, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5547903365004458, "total_loss": 1.1932398728094995} {"data_time": 0.013117818500177236, "eta_seconds": 107360.33547316077, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.30842391304347827, "fast_rcnn/fg_cls_accuracy": 0.5735177865612648, "iteration": 80479, "loss_box_reg": 0.25032665219623595, "loss_cls": 0.2284932618495077, "loss_mask": 0.26435999665409327, "loss_rpn_cls": 0.046036560292122886, "loss_rpn_loc": 0.08092047378886491, "loss_sem_seg": 0.35517322132363915, "lr": 0.02, "mask_rcnn/accuracy": 0.8783029590556715, "mask_rcnn/false_negative": 0.10724920997593025, "mask_rcnn/false_positive": 0.13699279150135601, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5701183045021025, "total_loss": 1.2079278604578576} {"data_time": 0.011951352000323823, "eta_seconds": 107322.40291493715, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.3585412335412336, "fast_rcnn/fg_cls_accuracy": 0.5680149271698567, "iteration": 80499, "loss_box_reg": 0.22303438815288246, "loss_cls": 0.22010936215519905, "loss_mask": 0.26578603126108646, "loss_rpn_cls": 0.039398470777086914, "loss_rpn_loc": 0.07115585578139871, "loss_sem_seg": 0.3569966312497854, "lr": 0.02, "mask_rcnn/accuracy": 0.8836797906462298, "mask_rcnn/false_negative": 0.09110236873723382, "mask_rcnn/false_positive": 0.13277420226342726, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5672639020012866, "total_loss": 1.174140095943585} {"data_time": 0.01249715549784014, "eta_seconds": 107285.59457196873, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.33123287671232876, "fast_rcnn/fg_cls_accuracy": 0.6119167380136986, "iteration": 80519, "loss_box_reg": 0.2436546499375254, "loss_cls": 0.22186657297424972, "loss_mask": 0.24720355682075024, "loss_rpn_cls": 0.04437236316152848, "loss_rpn_loc": 0.06991111516254023, "loss_sem_seg": 0.3238246883265674, "lr": 0.02, "mask_rcnn/accuracy": 0.8781081114133094, "mask_rcnn/false_negative": 0.1259803759743547, "mask_rcnn/false_positive": 0.1237017728041524, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 0.5563151530004689, "total_loss": 1.1969798419740982} {"data_time": 0.01212855050471262, "eta_seconds": 107162.01780741914, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.31280493418024485, "fast_rcnn/fg_cls_accuracy": 0.6047535211267605, "iteration": 80539, "loss_box_reg": 0.21580718457698822, "loss_cls": 0.20491910679265857, "loss_mask": 0.2671921122819185, "loss_rpn_cls": 0.04380706249503419, "loss_rpn_loc": 0.06570776239095721, "loss_sem_seg": 0.35311820171773434, "lr": 0.02, "mask_rcnn/accuracy": 0.8975786512265005, "mask_rcnn/false_negative": 0.09427128523532767, "mask_rcnn/false_positive": 0.12427347526125433, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5463094059996365, "total_loss": 1.1638996779220179} {"data_time": 0.013651005501742475, "eta_seconds": 107128.90586545403, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.3543526785714286, "fast_rcnn/fg_cls_accuracy": 0.5537411404639175, "iteration": 80559, "loss_box_reg": 0.24617563840001822, "loss_cls": 0.2269538063555956, "loss_mask": 0.25624650716781616, "loss_rpn_cls": 0.04690761357778683, "loss_rpn_loc": 0.0812860942678526, "loss_sem_seg": 0.3995442418381572, "lr": 0.02, "mask_rcnn/accuracy": 0.8884067258507784, "mask_rcnn/false_negative": 0.0946401882979116, "mask_rcnn/false_positive": 0.11220841661201136, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5605310720020498, "total_loss": 1.2610191396670416} {"data_time": 0.012701837498752866, "eta_seconds": 107095.67956957602, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.7557601146510858, "fast_rcnn/fg_cls_accuracy": 0.22085838574713917, "iteration": 80579, "loss_box_reg": 0.22850003698840737, "loss_cls": 0.3302713963203132, "loss_mask": 0.3726805169135332, "loss_rpn_cls": 0.13204352860338986, "loss_rpn_loc": 0.10586880811024457, "loss_sem_seg": 0.6797788790427148, "lr": 0.02, "mask_rcnn/accuracy": 0.7954527252678396, "mask_rcnn/false_negative": 0.16671073242700934, "mask_rcnn/false_positive": 0.18857386718049834, "roi_head/num_bg_samples": 469.25, "roi_head/num_fg_samples": 42.75, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.5551326454988157, "total_loss": 1.8800245065940544} {"data_time": 0.012148621503001777, "eta_seconds": 107068.29268280992, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.4350406504065041, "fast_rcnn/fg_cls_accuracy": 0.49672256097560974, "iteration": 80599, "loss_box_reg": 0.24324339558370411, "loss_cls": 0.2921604863367975, "loss_mask": 0.3362808721140027, "loss_rpn_cls": 0.08822226151823997, "loss_rpn_loc": 0.08914650534279644, "loss_sem_seg": 0.4968921635299921, "lr": 0.02, "mask_rcnn/accuracy": 0.8541917469234885, "mask_rcnn/false_negative": 0.11014943758235413, "mask_rcnn/false_positive": 0.16265384067131533, "roi_head/num_bg_samples": 457.75, "roi_head/num_fg_samples": 54.25, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5562980244976643, "total_loss": 1.5236906742211431} {"data_time": 0.013499238000804326, "eta_seconds": 107056.98669258993, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.4843597262952102, "fast_rcnn/fg_cls_accuracy": 0.5036075036075036, "iteration": 80619, "loss_box_reg": 0.23238503839820623, "loss_cls": 0.24969191616401076, "loss_mask": 0.31783843226730824, "loss_rpn_cls": 0.07619624357903376, "loss_rpn_loc": 0.08446252273279242, "loss_sem_seg": 0.4622646667994559, "lr": 0.02, "mask_rcnn/accuracy": 0.8576225834721644, "mask_rcnn/false_negative": 0.1241824111372223, "mask_rcnn/false_positive": 0.1781251754789579, "roi_head/num_bg_samples": 465.75, "roi_head/num_fg_samples": 46.25, "rpn/num_neg_anchors": 235.75, "rpn/num_pos_anchors": 20.25, "time": 0.5623254325000744, "total_loss": 1.457389234798029} {"data_time": 0.012482406997150974, "eta_seconds": 107018.96470603021, "fast_rcnn/cls_accuracy": 0.896484375, "fast_rcnn/false_negative": 0.3548018292682927, "fast_rcnn/fg_cls_accuracy": 0.48820996077093637, "iteration": 80639, "loss_box_reg": 0.2638633572496474, "loss_cls": 0.28570348490029573, "loss_mask": 0.3096343642100692, "loss_rpn_cls": 0.072008719551377, "loss_rpn_loc": 0.08833117270842195, "loss_sem_seg": 0.39641246665269136, "lr": 0.02, "mask_rcnn/accuracy": 0.8571044604498205, "mask_rcnn/false_negative": 0.1148607470425219, "mask_rcnn/false_positive": 0.15065731429487889, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5662399334978545, "total_loss": 1.4056301703385543} {"data_time": 0.012949521500559058, "eta_seconds": 106975.83785896565, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.40725780802747913, "fast_rcnn/fg_cls_accuracy": 0.5037688442211055, "iteration": 80659, "loss_box_reg": 0.25556629308266565, "loss_cls": 0.26727091055363417, "loss_mask": 0.28227382339537144, "loss_rpn_cls": 0.05851435143267736, "loss_rpn_loc": 0.08548181284277234, "loss_sem_seg": 0.38256960129365325, "lr": 0.02, "mask_rcnn/accuracy": 0.8716586668123254, "mask_rcnn/false_negative": 0.11732492012295373, "mask_rcnn/false_positive": 0.1236728141481902, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5606936134972784, "total_loss": 1.3653676894609816} {"data_time": 0.012583886502397945, "eta_seconds": 106979.21715108171, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.47914803775459514, "fast_rcnn/fg_cls_accuracy": 0.4919333853760083, "iteration": 80679, "loss_box_reg": 0.2434437875635922, "loss_cls": 0.24907243996858597, "loss_mask": 0.2901380551047623, "loss_rpn_cls": 0.05495673348195851, "loss_rpn_loc": 0.08727711485698819, "loss_sem_seg": 0.40004147309809923, "lr": 0.02, "mask_rcnn/accuracy": 0.8826426172942609, "mask_rcnn/false_negative": 0.09817398352914558, "mask_rcnn/false_positive": 0.15016231834193278, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 207.0, "rpn/num_pos_anchors": 49.0, "time": 0.5697390730019833, "total_loss": 1.330629022908397} {"data_time": 0.011930730499443598, "eta_seconds": 106951.81394449782, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.39230769230769236, "fast_rcnn/fg_cls_accuracy": 0.5581754928488596, "iteration": 80699, "loss_box_reg": 0.2520372052676976, "loss_cls": 0.25198968034237623, "loss_mask": 0.2955589359626174, "loss_rpn_cls": 0.062311764020705596, "loss_rpn_loc": 0.08331893355352804, "loss_sem_seg": 0.3925449571106583, "lr": 0.02, "mask_rcnn/accuracy": 0.8830155999031557, "mask_rcnn/false_negative": 0.09833816935310977, "mask_rcnn/false_positive": 0.13421258539227782, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5687415824977506, "total_loss": 1.3571783040242735} {"data_time": 0.01201673950345139, "eta_seconds": 106940.51428797783, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3761792452830189, "fast_rcnn/fg_cls_accuracy": 0.6052631578947368, "iteration": 80719, "loss_box_reg": 0.2580112931318581, "loss_cls": 0.2641770136542618, "loss_mask": 0.28987199626863003, "loss_rpn_cls": 0.056358121073571965, "loss_rpn_loc": 0.07996646710671484, "loss_sem_seg": 0.3723913258872926, "lr": 0.02, "mask_rcnn/accuracy": 0.8761824937484876, "mask_rcnn/false_negative": 0.10718983535353108, "mask_rcnn/false_positive": 0.15540375795241895, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5689997310000763, "total_loss": 1.342857463285327} {"data_time": 0.012639372500416357, "eta_seconds": 106857.83721081565, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.37673488590919785, "fast_rcnn/fg_cls_accuracy": 0.5893631722390695, "iteration": 80739, "loss_box_reg": 0.24686190811917186, "loss_cls": 0.24466919479891658, "loss_mask": 0.2785179615020752, "loss_rpn_cls": 0.05129611131269485, "loss_rpn_loc": 0.08254995377501473, "loss_sem_seg": 0.34844186599366367, "lr": 0.02, "mask_rcnn/accuracy": 0.8859858354656847, "mask_rcnn/false_negative": 0.10462521312689033, "mask_rcnn/false_positive": 0.13556507690042685, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.555102900001657, "total_loss": 1.2522174327168614} {"data_time": 0.013387476003117627, "eta_seconds": 106846.54509704569, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.30669602866527323, "fast_rcnn/fg_cls_accuracy": 0.654887482419128, "iteration": 80759, "loss_box_reg": 0.24131072871387005, "loss_cls": 0.22223512141499668, "loss_mask": 0.2726508788764477, "loss_rpn_cls": 0.04818633265676908, "loss_rpn_loc": 0.0824535577557981, "loss_sem_seg": 0.388685492798686, "lr": 0.02, "mask_rcnn/accuracy": 0.889872539266672, "mask_rcnn/false_negative": 0.10123415668052124, "mask_rcnn/false_positive": 0.1082927924661966, "roi_head/num_bg_samples": 460.75, "roi_head/num_fg_samples": 51.25, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5525422939972486, "total_loss": 1.2518246365216328} {"data_time": 0.012805824997485615, "eta_seconds": 106770.20485945248, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.29620156604069914, "fast_rcnn/fg_cls_accuracy": 0.6053550005453157, "iteration": 80779, "loss_box_reg": 0.22507846960797906, "loss_cls": 0.21997310407459736, "loss_mask": 0.2710843198001385, "loss_rpn_cls": 0.05257752042962238, "loss_rpn_loc": 0.0865394749562256, "loss_sem_seg": 0.3851931942626834, "lr": 0.02, "mask_rcnn/accuracy": 0.8849852576900326, "mask_rcnn/false_negative": 0.0905955671376241, "mask_rcnn/false_positive": 0.1413788016338185, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.5405190969977411, "total_loss": 1.2419642127351835} {"data_time": 0.012998518996027997, "eta_seconds": 106620.36280957196, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.40556006127782285, "fast_rcnn/fg_cls_accuracy": 0.5239934630812657, "iteration": 80799, "loss_box_reg": 0.2128764078952372, "loss_cls": 0.21441191260237247, "loss_mask": 0.2683978248387575, "loss_rpn_cls": 0.05237982521066442, "loss_rpn_loc": 0.07096338440896943, "loss_sem_seg": 0.4095767568796873, "lr": 0.02, "mask_rcnn/accuracy": 0.8883466289496333, "mask_rcnn/false_negative": 0.10588815880190258, "mask_rcnn/false_positive": 0.1294868672173693, "roi_head/num_bg_samples": 460.5, "roi_head/num_fg_samples": 51.5, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.555426331498893, "total_loss": 1.262842330877902} {"data_time": 0.013478119501087349, "eta_seconds": 106577.00021501759, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.338556338028169, "fast_rcnn/fg_cls_accuracy": 0.6251488095238096, "iteration": 80819, "loss_box_reg": 0.2448599652852863, "loss_cls": 0.2248738668859005, "loss_mask": 0.2828255444765091, "loss_rpn_cls": 0.05670464196737157, "loss_rpn_loc": 0.08247313956962898, "loss_sem_seg": 0.35651036258786917, "lr": 0.02, "mask_rcnn/accuracy": 0.8971440644603165, "mask_rcnn/false_negative": 0.09182526725794604, "mask_rcnn/false_positive": 0.11583651404853496, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5680884579996928, "total_loss": 1.2686255655717105} {"data_time": 0.012960094998561544, "eta_seconds": 106597.82162579184, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.350390625, "fast_rcnn/fg_cls_accuracy": 0.6386955492424242, "iteration": 80839, "loss_box_reg": 0.23363503627479076, "loss_cls": 0.23885829793289304, "loss_mask": 0.28591430373489857, "loss_rpn_cls": 0.06269958172924817, "loss_rpn_loc": 0.08845998218748719, "loss_sem_seg": 0.38768941815942526, "lr": 0.02, "mask_rcnn/accuracy": 0.8712735094037615, "mask_rcnn/false_negative": 0.10636097350745274, "mask_rcnn/false_positive": 0.1331704906132156, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5543695715023205, "total_loss": 1.289604478282854} {"data_time": 0.012752339003782254, "eta_seconds": 106537.4680931314, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3872086570477248, "fast_rcnn/fg_cls_accuracy": 0.5815882325986345, "iteration": 80859, "loss_box_reg": 0.22044085012748837, "loss_cls": 0.2239593849517405, "loss_mask": 0.2717534205876291, "loss_rpn_cls": 0.05492947367019951, "loss_rpn_loc": 0.07038748811464757, "loss_sem_seg": 0.33293470181524754, "lr": 0.02, "mask_rcnn/accuracy": 0.8799215440893338, "mask_rcnn/false_negative": 0.11641493584384942, "mask_rcnn/false_positive": 0.12737138598798298, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5666803995009104, "total_loss": 1.2030165685573593} {"data_time": 0.012742031500238227, "eta_seconds": 106514.7577502355, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.2962558889164394, "fast_rcnn/fg_cls_accuracy": 0.6437932971353679, "iteration": 80879, "loss_box_reg": 0.24151290114969015, "loss_cls": 0.2202776486519724, "loss_mask": 0.27068162243813276, "loss_rpn_cls": 0.04784057172946632, "loss_rpn_loc": 0.06841925426851958, "loss_sem_seg": 0.39414015132933855, "lr": 0.02, "mask_rcnn/accuracy": 0.8811216457194266, "mask_rcnn/false_negative": 0.09101829319728968, "mask_rcnn/false_positive": 0.15780638985575307, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5659699964999163, "total_loss": 1.227620595949702} {"data_time": 0.012340089000645094, "eta_seconds": 106476.76365920981, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.40839080459770116, "fast_rcnn/fg_cls_accuracy": 0.5334585991284027, "iteration": 80899, "loss_box_reg": 0.2273707538843155, "loss_cls": 0.22383393999189138, "loss_mask": 0.2792573622427881, "loss_rpn_cls": 0.06301319319754839, "loss_rpn_loc": 0.0734691224351991, "loss_sem_seg": 0.4066661278484389, "lr": 0.02, "mask_rcnn/accuracy": 0.8636591996546163, "mask_rcnn/false_negative": 0.10283576152175072, "mask_rcnn/false_positive": 0.1532880865780883, "roi_head/num_bg_samples": 467.25, "roi_head/num_fg_samples": 44.75, "rpn/num_neg_anchors": 234.75, "rpn/num_pos_anchors": 21.25, "time": 0.5604435719978937, "total_loss": 1.2924745686468668} {"data_time": 0.012928944997838698, "eta_seconds": 106424.54943075981, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.48820842079269045, "fast_rcnn/fg_cls_accuracy": 0.45694444444444443, "iteration": 80919, "loss_box_reg": 0.2213915609754622, "loss_cls": 0.24280911264941096, "loss_mask": 0.2900177128612995, "loss_rpn_cls": 0.061656677338760346, "loss_rpn_loc": 0.0883077050675638, "loss_sem_seg": 0.37803834257647395, "lr": 0.02, "mask_rcnn/accuracy": 0.8644487858434513, "mask_rcnn/false_negative": 0.11129029088584172, "mask_rcnn/false_positive": 0.16698548379380035, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.5528958680006326, "total_loss": 1.2813131389557384} {"data_time": 0.012336515002971282, "eta_seconds": 106376.97623747653, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.4041193181818182, "fast_rcnn/fg_cls_accuracy": 0.5894657258064516, "iteration": 80939, "loss_box_reg": 0.23234054166823626, "loss_cls": 0.2531396688427776, "loss_mask": 0.28589361626654863, "loss_rpn_cls": 0.05500220274552703, "loss_rpn_loc": 0.08844325924292207, "loss_sem_seg": 0.38681778963655233, "lr": 0.02, "mask_rcnn/accuracy": 0.8795369221907513, "mask_rcnn/false_negative": 0.10212777061387755, "mask_rcnn/false_positive": 0.12007302437133473, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5611885425023502, "total_loss": 1.3627434830123093} {"data_time": 0.01306559600197943, "eta_seconds": 106356.91808341866, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.46811383464894063, "fast_rcnn/fg_cls_accuracy": 0.43379131819992034, "iteration": 80959, "loss_box_reg": 0.24626993527635932, "loss_cls": 0.24753701058216393, "loss_mask": 0.2738642254844308, "loss_rpn_cls": 0.058780434424988925, "loss_rpn_loc": 0.08098630211316049, "loss_sem_seg": 0.3737178770825267, "lr": 0.02, "mask_rcnn/accuracy": 0.868237732513184, "mask_rcnn/false_negative": 0.10331992405011184, "mask_rcnn/false_positive": 0.18092439924038628, "roi_head/num_bg_samples": 456.25, "roi_head/num_fg_samples": 55.75, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.5576361589992302, "total_loss": 1.2998189762583934} {"data_time": 0.01194530350039713, "eta_seconds": 106321.86241009356, "fast_rcnn/cls_accuracy": 0.9560546875, "fast_rcnn/false_negative": 0.3262773463815906, "fast_rcnn/fg_cls_accuracy": 0.6305224621494168, "iteration": 80979, "loss_box_reg": 0.2227623569779098, "loss_cls": 0.21442581247538328, "loss_mask": 0.2667032452300191, "loss_rpn_cls": 0.052266766608227044, "loss_rpn_loc": 0.08430615594261326, "loss_sem_seg": 0.36850259080529213, "lr": 0.02, "mask_rcnn/accuracy": 0.9013780304516912, "mask_rcnn/false_negative": 0.09072086178768914, "mask_rcnn/false_positive": 0.12390899803594402, "roi_head/num_bg_samples": 460.0, "roi_head/num_fg_samples": 52.0, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5556792490024236, "total_loss": 1.274825325497659} {"data_time": 0.012532205000752583, "eta_seconds": 106298.94223558414, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.523076923076923, "fast_rcnn/fg_cls_accuracy": 0.46153846153846156, "iteration": 80999, "loss_box_reg": 0.23165122559294105, "loss_cls": 0.24250988522544503, "loss_mask": 0.28696464002132416, "loss_rpn_cls": 0.04960799927357584, "loss_rpn_loc": 0.08129521593218669, "loss_sem_seg": 0.4129246436059475, "lr": 0.02, "mask_rcnn/accuracy": 0.8672507304203733, "mask_rcnn/false_negative": 0.11073176002426124, "mask_rcnn/false_positive": 0.14810903542135462, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5616625889997522, "total_loss": 1.298608678742312} {"data_time": 0.01284310099799768, "eta_seconds": 106278.02253284329, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.41220238095238093, "fast_rcnn/fg_cls_accuracy": 0.5636502006365021, "iteration": 81019, "loss_box_reg": 0.244890664704144, "loss_cls": 0.2466125814244151, "loss_mask": 0.276797279715538, "loss_rpn_cls": 0.05223807168658823, "loss_rpn_loc": 0.07181939843576401, "loss_sem_seg": 0.37089979369193316, "lr": 0.02, "mask_rcnn/accuracy": 0.8626505763542118, "mask_rcnn/false_negative": 0.10280540002197332, "mask_rcnn/false_positive": 0.1447331494589155, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5699851705030596, "total_loss": 1.3000780767179094} {"data_time": 0.012530886997410562, "eta_seconds": 106288.11318781346, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.40595407196969696, "fast_rcnn/fg_cls_accuracy": 0.5769412878787878, "iteration": 81039, "loss_box_reg": 0.23875644290819764, "loss_cls": 0.2274168855510652, "loss_mask": 0.271091484464705, "loss_rpn_cls": 0.047555750235915184, "loss_rpn_loc": 0.07619821288972162, "loss_sem_seg": 0.34241950744763017, "lr": 0.02, "mask_rcnn/accuracy": 0.8797137849358244, "mask_rcnn/false_negative": 0.10542571877726312, "mask_rcnn/false_positive": 0.1206539466944214, "roi_head/num_bg_samples": 459.25, "roi_head/num_fg_samples": 52.75, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5727521954977419, "total_loss": 1.2193530292788637} {"data_time": 0.013413317497906974, "eta_seconds": 106276.86344705343, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.36972704714640203, "fast_rcnn/fg_cls_accuracy": 0.5818384913594848, "iteration": 81059, "loss_box_reg": 0.24994567083194852, "loss_cls": 0.2406651321798563, "loss_mask": 0.2717909971252084, "loss_rpn_cls": 0.05294685164699331, "loss_rpn_loc": 0.08115300885401666, "loss_sem_seg": 0.37153614684939384, "lr": 0.02, "mask_rcnn/accuracy": 0.889997195389018, "mask_rcnn/false_negative": 0.094699766903463, "mask_rcnn/false_positive": 0.12221078515916942, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5677926899988961, "total_loss": 1.2774603340076283} {"data_time": 0.011840690498502227, "eta_seconds": 106265.6137062934, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.3767819369079371, "fast_rcnn/fg_cls_accuracy": 0.5835448392554992, "iteration": 81079, "loss_box_reg": 0.21774371759966016, "loss_cls": 0.21062601916491985, "loss_mask": 0.27149085607379675, "loss_rpn_cls": 0.050235959206474945, "loss_rpn_loc": 0.06862752296729013, "loss_sem_seg": 0.40714709693565965, "lr": 0.02, "mask_rcnn/accuracy": 0.8765298803477286, "mask_rcnn/false_negative": 0.08579730654011554, "mask_rcnn/false_positive": 0.15710866016240022, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.563715714502905, "total_loss": 1.218255741201574} {"data_time": 0.012214774498715997, "eta_seconds": 106233.03260368307, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.37683347713546156, "fast_rcnn/fg_cls_accuracy": 0.5703066721922918, "iteration": 81099, "loss_box_reg": 0.24268806632608175, "loss_cls": 0.23630669713020325, "loss_mask": 0.2676996272057295, "loss_rpn_cls": 0.04753404017537832, "loss_rpn_loc": 0.07887811391265132, "loss_sem_seg": 0.38916773442178965, "lr": 0.02, "mask_rcnn/accuracy": 0.8890627775146527, "mask_rcnn/false_negative": 0.09527006354911491, "mask_rcnn/false_positive": 0.1455401306825831, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.5620437884972489, "total_loss": 1.2939485943788895} {"data_time": 0.012565664499561535, "eta_seconds": 106163.66322664118, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.38316198944151153, "fast_rcnn/fg_cls_accuracy": 0.5834670947030498, "iteration": 81119, "loss_box_reg": 0.24276741547510028, "loss_cls": 0.23155481414869428, "loss_mask": 0.28372632525861263, "loss_rpn_cls": 0.05542811512714252, "loss_rpn_loc": 0.09318688773782924, "loss_sem_seg": 0.34166468773037195, "lr": 0.02, "mask_rcnn/accuracy": 0.881378473798635, "mask_rcnn/false_negative": 0.09672709243460328, "mask_rcnn/false_positive": 0.12075109327144334, "roi_head/num_bg_samples": 458.5, "roi_head/num_fg_samples": 53.5, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5500420120006311, "total_loss": 1.3190060506749433} {"data_time": 0.01218800200149417, "eta_seconds": 106152.42189869113, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3549653158086893, "fast_rcnn/fg_cls_accuracy": 0.6068478260869565, "iteration": 81139, "loss_box_reg": 0.23370001395232975, "loss_cls": 0.23672675946727395, "loss_mask": 0.26073926175013185, "loss_rpn_cls": 0.062968462909339, "loss_rpn_loc": 0.07522297604009509, "loss_sem_seg": 0.37349146511405706, "lr": 0.02, "mask_rcnn/accuracy": 0.8845667922152431, "mask_rcnn/false_negative": 0.08869763132705975, "mask_rcnn/false_positive": 0.11125859067249386, "roi_head/num_bg_samples": 458.75, "roi_head/num_fg_samples": 53.25, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5648550629994133, "total_loss": 1.2939849935064558} {"data_time": 0.011832687501737382, "eta_seconds": 106160.98158864831, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.39519347562033663, "fast_rcnn/fg_cls_accuracy": 0.5638302700249602, "iteration": 81159, "loss_box_reg": 0.23960349103435874, "loss_cls": 0.24066881462931633, "loss_mask": 0.2757694311439991, "loss_rpn_cls": 0.05385919101536274, "loss_rpn_loc": 0.09991884650662541, "loss_sem_seg": 0.3367788512259722, "lr": 0.02, "mask_rcnn/accuracy": 0.8768227690832207, "mask_rcnn/false_negative": 0.09280411814603601, "mask_rcnn/false_positive": 0.12997907289215288, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5685196415033715, "total_loss": 1.270888464699965} {"data_time": 0.013952638997579925, "eta_seconds": 106149.73816358822, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.37721847752148907, "fast_rcnn/fg_cls_accuracy": 0.5556798623063683, "iteration": 81179, "loss_box_reg": 0.24692820478230715, "loss_cls": 0.23628264106810093, "loss_mask": 0.26398122124373913, "loss_rpn_cls": 0.05937734805047512, "loss_rpn_loc": 0.09250095841707662, "loss_sem_seg": 0.3598911175504327, "lr": 0.02, "mask_rcnn/accuracy": 0.8806104233001555, "mask_rcnn/false_negative": 0.10837321620803252, "mask_rcnn/false_positive": 0.15052273272187833, "roi_head/num_bg_samples": 460.5, "roi_head/num_fg_samples": 51.5, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.577231233499333, "total_loss": 1.288280293054413} {"data_time": 0.013140642502548872, "eta_seconds": 106150.76472651493, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.3973486387647298, "fast_rcnn/fg_cls_accuracy": 0.5770531400966183, "iteration": 81199, "loss_box_reg": 0.2560289928514976, "loss_cls": 0.24989816430024803, "loss_mask": 0.28538697585463524, "loss_rpn_cls": 0.05807238013949245, "loss_rpn_loc": 0.09613791911397129, "loss_sem_seg": 0.3444245532155037, "lr": 0.02, "mask_rcnn/accuracy": 0.8857101136301366, "mask_rcnn/false_negative": 0.09638359900729665, "mask_rcnn/false_positive": 0.14975334963083306, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5633585319992562, "total_loss": 1.353905423078686} {"data_time": 0.012676506503339624, "eta_seconds": 106139.52000167486, "fast_rcnn/cls_accuracy": 0.89501953125, "fast_rcnn/false_negative": 0.44733063568724707, "fast_rcnn/fg_cls_accuracy": 0.48234498031496065, "iteration": 81219, "loss_box_reg": 0.24902487825602293, "loss_cls": 0.2634540949948132, "loss_mask": 0.27801655884832144, "loss_rpn_cls": 0.06555219233268872, "loss_rpn_loc": 0.09083290817216039, "loss_sem_seg": 0.3740719095803797, "lr": 0.02, "mask_rcnn/accuracy": 0.8860548396696004, "mask_rcnn/false_negative": 0.10068463265043925, "mask_rcnn/false_positive": 0.1330046385669116, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.5681116849955288, "total_loss": 1.3022563364938833} {"data_time": 0.012384293502691435, "eta_seconds": 106142.33730998826, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.3941683569979716, "fast_rcnn/fg_cls_accuracy": 0.49943054144734816, "iteration": 81239, "loss_box_reg": 0.2244274104014039, "loss_cls": 0.22816139180213213, "loss_mask": 0.26524998992681503, "loss_rpn_cls": 0.056330407300265506, "loss_rpn_loc": 0.0868353164405562, "loss_sem_seg": 0.3610261222347617, "lr": 0.02, "mask_rcnn/accuracy": 0.8763583558423369, "mask_rcnn/false_negative": 0.10540320679679013, "mask_rcnn/false_positive": 0.12946321863310106, "roi_head/num_bg_samples": 455.5, "roi_head/num_fg_samples": 56.5, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.563168857999699, "total_loss": 1.2614008702221327} {"data_time": 0.0122716634941753, "eta_seconds": 106143.32660797481, "fast_rcnn/cls_accuracy": 0.9091796875, "fast_rcnn/false_negative": 0.4364649000961641, "fast_rcnn/fg_cls_accuracy": 0.49722222222222223, "iteration": 81259, "loss_box_reg": 0.23743241466581821, "loss_cls": 0.23837329214438796, "loss_mask": 0.2617468349635601, "loss_rpn_cls": 0.050080933957360685, "loss_rpn_loc": 0.09052963682916015, "loss_sem_seg": 0.34858114924281836, "lr": 0.02, "mask_rcnn/accuracy": 0.8702288572497061, "mask_rcnn/false_negative": 0.11489611867486968, "mask_rcnn/false_positive": 0.15103364437066802, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.5665068210000754, "total_loss": 1.2579486953327432} {"data_time": 0.011823248001746833, "eta_seconds": 106093.52103828776, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.39557728734416986, "fast_rcnn/fg_cls_accuracy": 0.5366279069767442, "iteration": 81279, "loss_box_reg": 0.2562136300839484, "loss_cls": 0.2430828344076872, "loss_mask": 0.27050210162997246, "loss_rpn_cls": 0.04637925449787872, "loss_rpn_loc": 0.08607256232062355, "loss_sem_seg": 0.3325402392074466, "lr": 0.02, "mask_rcnn/accuracy": 0.8982099326406578, "mask_rcnn/false_negative": 0.08192788974981075, "mask_rcnn/false_positive": 0.12186339560027906, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5653058909992978, "total_loss": 1.2192193412338383} {"data_time": 0.012847231002524495, "eta_seconds": 106094.54110231457, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.3232931726907631, "fast_rcnn/fg_cls_accuracy": 0.569047619047619, "iteration": 81299, "loss_box_reg": 0.21880744537338614, "loss_cls": 0.21116780443117023, "loss_mask": 0.2643671976402402, "loss_rpn_cls": 0.049644733720924705, "loss_rpn_loc": 0.09644756722263992, "loss_sem_seg": 0.38208895176649094, "lr": 0.02, "mask_rcnn/accuracy": 0.8891704590621452, "mask_rcnn/false_negative": 0.08768723351564248, "mask_rcnn/false_positive": 0.1230717645077206, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5647864990023663, "total_loss": 1.1907764729112387} {"data_time": 0.014607891498599201, "eta_seconds": 106083.2963774745, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.36853634456374185, "fast_rcnn/fg_cls_accuracy": 0.5874009711219014, "iteration": 81319, "loss_box_reg": 0.21641419688239694, "loss_cls": 0.2234692550264299, "loss_mask": 0.2538019213825464, "loss_rpn_cls": 0.04512459196848795, "loss_rpn_loc": 0.07053922678460367, "loss_sem_seg": 0.37976359110325575, "lr": 0.02, "mask_rcnn/accuracy": 0.8789660309762066, "mask_rcnn/false_negative": 0.10206897374602802, "mask_rcnn/false_positive": 0.1349925823225166, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.567619506502524, "total_loss": 1.1840437380305957} {"data_time": 0.01290336199599551, "eta_seconds": 106086.10623613826, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3464179908429841, "fast_rcnn/fg_cls_accuracy": 0.5381093455426879, "iteration": 81339, "loss_box_reg": 0.2352577734272927, "loss_cls": 0.2272110739722848, "loss_mask": 0.26362510956823826, "loss_rpn_cls": 0.053008798451628536, "loss_rpn_loc": 0.07723916746908799, "loss_sem_seg": 0.3827657485380769, "lr": 0.02, "mask_rcnn/accuracy": 0.8893054059109122, "mask_rcnn/false_negative": 0.08767262718213151, "mask_rcnn/false_positive": 0.12186859415699502, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5658628294986556, "total_loss": 1.2868179594515823} {"data_time": 0.012688920498476364, "eta_seconds": 106080.44511532426, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.4838807260155575, "fast_rcnn/fg_cls_accuracy": 0.4735054347826087, "iteration": 81359, "loss_box_reg": 0.23281030962243676, "loss_cls": 0.19915477745234966, "loss_mask": 0.2655060142278671, "loss_rpn_cls": 0.04505012427398469, "loss_rpn_loc": 0.0757033342088107, "loss_sem_seg": 0.2941184239462018, "lr": 0.02, "mask_rcnn/accuracy": 0.8716911586159248, "mask_rcnn/false_negative": 0.12040462891927341, "mask_rcnn/false_positive": 0.14317373803330416, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5689591115005896, "total_loss": 1.1505661589617375} {"data_time": 0.012024686497170478, "eta_seconds": 106093.06546668004, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.43841354723707665, "fast_rcnn/fg_cls_accuracy": 0.527870018975332, "iteration": 81379, "loss_box_reg": 0.2398854228667915, "loss_cls": 0.2360057660844177, "loss_mask": 0.27059366554021835, "loss_rpn_cls": 0.04507430532248691, "loss_rpn_loc": 0.07323131457087584, "loss_sem_seg": 0.338659998960793, "lr": 0.02, "mask_rcnn/accuracy": 0.8760771446420401, "mask_rcnn/false_negative": 0.11559767238432819, "mask_rcnn/false_positive": 0.14109442090707852, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5722205674974248, "total_loss": 1.1874754068558104} {"data_time": 0.012706343000900233, "eta_seconds": 106074.24577905613, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.37007389162561577, "fast_rcnn/fg_cls_accuracy": 0.5786387329591018, "iteration": 81399, "loss_box_reg": 0.24439763650298119, "loss_cls": 0.2247416628524661, "loss_mask": 0.26820067036896944, "loss_rpn_cls": 0.04352450044825673, "loss_rpn_loc": 0.07673209556378424, "loss_sem_seg": 0.3260857444256544, "lr": 0.02, "mask_rcnn/accuracy": 0.8841585870164206, "mask_rcnn/false_negative": 0.07617471791155425, "mask_rcnn/false_positive": 0.14548500376900225, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.573783932999504, "total_loss": 1.1446941641916055} {"data_time": 0.012487086496548727, "eta_seconds": 106070.56679146006, "fast_rcnn/cls_accuracy": 0.9619140625, "fast_rcnn/false_negative": 0.2649206349206349, "fast_rcnn/fg_cls_accuracy": 0.6905006418485238, "iteration": 81419, "loss_box_reg": 0.22774558351375163, "loss_cls": 0.22884640749543905, "loss_mask": 0.26472698617726564, "loss_rpn_cls": 0.0400346569949761, "loss_rpn_loc": 0.070119115174748, "loss_sem_seg": 0.3284987669903785, "lr": 0.02, "mask_rcnn/accuracy": 0.8965452779818339, "mask_rcnn/false_negative": 0.0876083991357795, "mask_rcnn/false_positive": 0.1112053123889438, "roi_head/num_bg_samples": 470.0, "roi_head/num_fg_samples": 42.0, "rpn/num_neg_anchors": 235.25, "rpn/num_pos_anchors": 20.75, "time": 0.5613187819981249, "total_loss": 1.2117474440019578} {"data_time": 0.013734730502619641, "eta_seconds": 106059.31745385008, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.3849431818181818, "fast_rcnn/fg_cls_accuracy": 0.6091974431818181, "iteration": 81439, "loss_box_reg": 0.23031362099573016, "loss_cls": 0.22374373325146735, "loss_mask": 0.25672639813274145, "loss_rpn_cls": 0.043674534041201696, "loss_rpn_loc": 0.07308922617812641, "loss_sem_seg": 0.3453423772007227, "lr": 0.02, "mask_rcnn/accuracy": 0.8991770872644933, "mask_rcnn/false_negative": 0.09656274031758122, "mask_rcnn/false_positive": 0.12238113025036812, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5516141510051966, "total_loss": 1.1985086742788553} {"data_time": 0.01276869949651882, "eta_seconds": 106126.89824016175, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.3411319073083779, "fast_rcnn/fg_cls_accuracy": 0.6588680926916222, "iteration": 81459, "loss_box_reg": 0.24704062705859542, "loss_cls": 0.23570573376491666, "loss_mask": 0.2821382377296686, "loss_rpn_cls": 0.052501001104246825, "loss_rpn_loc": 0.08256552010425366, "loss_sem_seg": 0.34346070885658264, "lr": 0.02, "mask_rcnn/accuracy": 0.8780029512103992, "mask_rcnn/false_negative": 0.11712118453782194, "mask_rcnn/false_positive": 0.123866089419769, "roi_head/num_bg_samples": 458.5, "roi_head/num_fg_samples": 53.5, "rpn/num_neg_anchors": 236.5, "rpn/num_pos_anchors": 19.5, "time": 0.5704555589982192, "total_loss": 1.2574661959079094} {"data_time": 0.012972151002031751, "eta_seconds": 106036.8187786301, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.35829285218598195, "fast_rcnn/fg_cls_accuracy": 0.6196969696969696, "iteration": 81479, "loss_box_reg": 0.23674717685207725, "loss_cls": 0.21573342848569155, "loss_mask": 0.2656537601724267, "loss_rpn_cls": 0.04834395693615079, "loss_rpn_loc": 0.08797033541486599, "loss_sem_seg": 0.3239623080007732, "lr": 0.02, "mask_rcnn/accuracy": 0.886898282535075, "mask_rcnn/false_negative": 0.09975483869083002, "mask_rcnn/false_positive": 0.1392960087160895, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5607430260024557, "total_loss": 1.1941437425048207} {"data_time": 0.011539320501469774, "eta_seconds": 106008.35647225489, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.397554868169097, "fast_rcnn/fg_cls_accuracy": 0.5672905525846703, "iteration": 81499, "loss_box_reg": 0.23682915908284485, "loss_cls": 0.21969168400391936, "loss_mask": 0.27371002174913883, "loss_rpn_cls": 0.05366546945879236, "loss_rpn_loc": 0.08934198948554695, "loss_sem_seg": 0.3475864459760487, "lr": 0.02, "mask_rcnn/accuracy": 0.8772297018122317, "mask_rcnn/false_negative": 0.1162446919833086, "mask_rcnn/false_positive": 0.11900276810333284, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5623346619977383, "total_loss": 1.220677893346874} {"data_time": 0.012736215499899117, "eta_seconds": 105990.47066004438, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.34968753755558224, "fast_rcnn/fg_cls_accuracy": 0.6242569139312484, "iteration": 81519, "loss_box_reg": 0.25385290989652276, "loss_cls": 0.2207318004220724, "loss_mask": 0.2636431185528636, "loss_rpn_cls": 0.061499405797803774, "loss_rpn_loc": 0.09585835560574196, "loss_sem_seg": 0.32983283419162035, "lr": 0.02, "mask_rcnn/accuracy": 0.8936592979805744, "mask_rcnn/false_negative": 0.08600295429660296, "mask_rcnn/false_positive": 0.1299762783402798, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5488023855032225, "total_loss": 1.1897719566477463} {"data_time": 0.01276622099976521, "eta_seconds": 106053.76046165964, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.3939426369863014, "fast_rcnn/fg_cls_accuracy": 0.5962917380136986, "iteration": 81539, "loss_box_reg": 0.2310992234852165, "loss_cls": 0.22142403619363904, "loss_mask": 0.2632075296714902, "loss_rpn_cls": 0.056848118896596134, "loss_rpn_loc": 0.08061901718610898, "loss_sem_seg": 0.37326093669980764, "lr": 0.02, "mask_rcnn/accuracy": 0.8712273169898458, "mask_rcnn/false_negative": 0.09884775390919402, "mask_rcnn/false_positive": 0.15006355431604074, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.5679647400029353, "total_loss": 1.2563946425070753} {"data_time": 0.012380615502479486, "eta_seconds": 106113.25921552686, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.4182330827067669, "fast_rcnn/fg_cls_accuracy": 0.5395927280977906, "iteration": 81559, "loss_box_reg": 0.25707072485238314, "loss_cls": 0.23679296113550663, "loss_mask": 0.2705052923411131, "loss_rpn_cls": 0.05098143481882289, "loss_rpn_loc": 0.0806565482635051, "loss_sem_seg": 0.378893343731761, "lr": 0.02, "mask_rcnn/accuracy": 0.8756631123358533, "mask_rcnn/false_negative": 0.09555466305528806, "mask_rcnn/false_positive": 0.13694584041993416, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5684902559987677, "total_loss": 1.2639553128974512} {"data_time": 0.012386303500534268, "eta_seconds": 106180.09466792936, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.36032289628180036, "fast_rcnn/fg_cls_accuracy": 0.6154197080291971, "iteration": 81579, "loss_box_reg": 0.21501386119052768, "loss_cls": 0.21784042310900986, "loss_mask": 0.2534959176555276, "loss_rpn_cls": 0.04649175819940865, "loss_rpn_loc": 0.0778036112897098, "loss_sem_seg": 0.308703163638711, "lr": 0.02, "mask_rcnn/accuracy": 0.9042908916463936, "mask_rcnn/false_negative": 0.08383459652055739, "mask_rcnn/false_positive": 0.11872154769177237, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5699075665033888, "total_loss": 1.143123167566955} {"data_time": 0.012761360001604771, "eta_seconds": 106227.4577455688, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.32644579262527573, "fast_rcnn/fg_cls_accuracy": 0.6433186259060826, "iteration": 81599, "loss_box_reg": 0.24471637420356274, "loss_cls": 0.22504037898033857, "loss_mask": 0.27380341943353415, "loss_rpn_cls": 0.05116480606375262, "loss_rpn_loc": 0.08497784024802968, "loss_sem_seg": 0.37991543184034526, "lr": 0.02, "mask_rcnn/accuracy": 0.9010518794738045, "mask_rcnn/false_negative": 0.0830835025365119, "mask_rcnn/false_positive": 0.1139118631990827, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5631297744985204, "total_loss": 1.260188852873398} {"data_time": 0.012888291999843204, "eta_seconds": 106273.44157663092, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.40264098317789593, "fast_rcnn/fg_cls_accuracy": 0.5516047102285846, "iteration": 81619, "loss_box_reg": 0.243122395593673, "loss_cls": 0.21262746723368764, "loss_mask": 0.2864506132900715, "loss_rpn_cls": 0.04343229383812286, "loss_rpn_loc": 0.08185760502237827, "loss_sem_seg": 0.3395653013139963, "lr": 0.02, "mask_rcnn/accuracy": 0.8752355184014388, "mask_rcnn/false_negative": 0.11876252337446025, "mask_rcnn/false_positive": 0.12114738261509539, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5698914230015362, "total_loss": 1.2107719160994748} {"data_time": 0.01281216900315485, "eta_seconds": 106253.59445277849, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3230786483253588, "fast_rcnn/fg_cls_accuracy": 0.5558674668805488, "iteration": 81639, "loss_box_reg": 0.243065498303622, "loss_cls": 0.22528822836466134, "loss_mask": 0.27244783751666546, "loss_rpn_cls": 0.050288818252738565, "loss_rpn_loc": 0.07726579302106984, "loss_sem_seg": 0.34382011787965894, "lr": 0.02, "mask_rcnn/accuracy": 0.8894124926298572, "mask_rcnn/false_negative": 0.0908419194859652, "mask_rcnn/false_positive": 0.1251217636922054, "roi_head/num_bg_samples": 456.25, "roi_head/num_fg_samples": 55.75, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5585123814998951, "total_loss": 1.199229702440789} {"data_time": 0.013793096502922708, "eta_seconds": 106261.67578717404, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.3789412971033068, "fast_rcnn/fg_cls_accuracy": 0.5884970519523862, "iteration": 81659, "loss_box_reg": 0.24416546896100044, "loss_cls": 0.2369676090311259, "loss_mask": 0.27440072130411863, "loss_rpn_cls": 0.04101693979464471, "loss_rpn_loc": 0.07832662359578535, "loss_sem_seg": 0.3260162954684347, "lr": 0.02, "mask_rcnn/accuracy": 0.8574593729743714, "mask_rcnn/false_negative": 0.11236479581167719, "mask_rcnn/false_positive": 0.15742374103603732, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5730960855034937, "total_loss": 1.1728246745769866} {"data_time": 0.012676657501287991, "eta_seconds": 106239.59311795092, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.46875, "fast_rcnn/fg_cls_accuracy": 0.52109375, "iteration": 81679, "loss_box_reg": 0.2358455890789628, "loss_cls": 0.23986131302081048, "loss_mask": 0.25665231607854366, "loss_rpn_cls": 0.05597851536003873, "loss_rpn_loc": 0.08758851897437125, "loss_sem_seg": 0.3202303843572736, "lr": 0.02, "mask_rcnn/accuracy": 0.8713403453822796, "mask_rcnn/false_negative": 0.12141678830355868, "mask_rcnn/false_positive": 0.14142312867796253, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.5626302275013586, "total_loss": 1.2168483723362442} {"data_time": 0.013626836000184994, "eta_seconds": 106241.44269220761, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3032526290046466, "fast_rcnn/fg_cls_accuracy": 0.6737588652482269, "iteration": 81699, "loss_box_reg": 0.24320765119045973, "loss_cls": 0.21928029507398605, "loss_mask": 0.2704279161989689, "loss_rpn_cls": 0.05203442013589665, "loss_rpn_loc": 0.08959505165694281, "loss_sem_seg": 0.3368371236138046, "lr": 0.02, "mask_rcnn/accuracy": 0.8804511278195488, "mask_rcnn/false_negative": 0.10508684233668127, "mask_rcnn/false_positive": 0.1419609450198953, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5765754239982925, "total_loss": 1.2271668547473382} {"data_time": 0.011983503001829376, "eta_seconds": 106231.98819291835, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.35671234614896585, "fast_rcnn/fg_cls_accuracy": 0.5950384346610762, "iteration": 81719, "loss_box_reg": 0.23824757570400834, "loss_cls": 0.22195260133594275, "loss_mask": 0.27472642343491316, "loss_rpn_cls": 0.048630289238644764, "loss_rpn_loc": 0.07266067323507741, "loss_sem_seg": 0.34683467727154493, "lr": 0.02, "mask_rcnn/accuracy": 0.8789632277329537, "mask_rcnn/false_negative": 0.07919497644304413, "mask_rcnn/false_positive": 0.14154627818984408, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5691385595018801, "total_loss": 1.2059382609440945} {"data_time": 0.012176128999271896, "eta_seconds": 106373.27520527478, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.32627834593152516, "fast_rcnn/fg_cls_accuracy": 0.5915753981539049, "iteration": 81739, "loss_box_reg": 0.21812476217746735, "loss_cls": 0.22809297498315573, "loss_mask": 0.2558007719926536, "loss_rpn_cls": 0.049466754659079015, "loss_rpn_loc": 0.09427219955250621, "loss_sem_seg": 0.39212691504508257, "lr": 0.02, "mask_rcnn/accuracy": 0.8999706272539112, "mask_rcnn/false_negative": 0.09073210327886752, "mask_rcnn/false_positive": 0.11447237899428353, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5664570119988639, "total_loss": 1.1803779400070198} {"data_time": 0.013925063500209944, "eta_seconds": 106370.89288215755, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.39972527472527475, "fast_rcnn/fg_cls_accuracy": 0.5582579185520362, "iteration": 81759, "loss_box_reg": 0.2455760552547872, "loss_cls": 0.21878067357465625, "loss_mask": 0.2578152371570468, "loss_rpn_cls": 0.04541991269798018, "loss_rpn_loc": 0.07096353601082228, "loss_sem_seg": 0.35258834110572934, "lr": 0.02, "mask_rcnn/accuracy": 0.8815678607069128, "mask_rcnn/false_negative": 0.0930995674800481, "mask_rcnn/false_positive": 0.11562367646942634, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5598903900026926, "total_loss": 1.1792273143073544} {"data_time": 0.013442003495583776, "eta_seconds": 106411.18231665742, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.3414351851851852, "fast_rcnn/fg_cls_accuracy": 0.5945350945350946, "iteration": 81779, "loss_box_reg": 0.2366409923415631, "loss_cls": 0.21351259178481996, "loss_mask": 0.25702450424432755, "loss_rpn_cls": 0.04608435195405036, "loss_rpn_loc": 0.07447040143597405, "loss_sem_seg": 0.36036600987426937, "lr": 0.02, "mask_rcnn/accuracy": 0.8912427209103537, "mask_rcnn/false_negative": 0.09811875292443356, "mask_rcnn/false_positive": 0.11764250871286439, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5770229654990544, "total_loss": 1.1931467277245247} {"data_time": 0.01267863149769255, "eta_seconds": 106420.44290995105, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.3392054574638844, "fast_rcnn/fg_cls_accuracy": 0.6191451990632318, "iteration": 81799, "loss_box_reg": 0.23224671464413404, "loss_cls": 0.19852428929880261, "loss_mask": 0.2684059143066406, "loss_rpn_cls": 0.047515997604932636, "loss_rpn_loc": 0.06773189065279439, "loss_sem_seg": 0.35421489202417433, "lr": 0.02, "mask_rcnn/accuracy": 0.8842469027693297, "mask_rcnn/false_negative": 0.09069845229867773, "mask_rcnn/false_positive": 0.11983507751815725, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5591681115001848, "total_loss": 1.1793446214142023} {"data_time": 0.01278947700120625, "eta_seconds": 106388.5682231574, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.3312236286919831, "fast_rcnn/fg_cls_accuracy": 0.6333333333333333, "iteration": 81819, "loss_box_reg": 0.216047250200063, "loss_cls": 0.20588205149397254, "loss_mask": 0.25319352000951767, "loss_rpn_cls": 0.05103146861074492, "loss_rpn_loc": 0.07605364127084613, "loss_sem_seg": 0.34312603808939457, "lr": 0.02, "mask_rcnn/accuracy": 0.8990190541025794, "mask_rcnn/false_negative": 0.10225020764495468, "mask_rcnn/false_positive": 0.1123365964629012, "roi_head/num_bg_samples": 456.75, "roi_head/num_fg_samples": 55.25, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5523993280003197, "total_loss": 1.1046325484931003} {"data_time": 0.013956468497781316, "eta_seconds": 106396.54099898924, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.383992877455019, "fast_rcnn/fg_cls_accuracy": 0.584031007751938, "iteration": 81839, "loss_box_reg": 0.24111428344622254, "loss_cls": 0.2388275540433824, "loss_mask": 0.2731651687063277, "loss_rpn_cls": 0.04735775224980898, "loss_rpn_loc": 0.07935562689090148, "loss_sem_seg": 0.34675163635984063, "lr": 0.02, "mask_rcnn/accuracy": 0.8879856049562682, "mask_rcnn/false_negative": 0.08469281053007377, "mask_rcnn/false_positive": 0.1532277095257204, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5645782159990631, "total_loss": 1.2558739859377965} {"data_time": 0.012031428999762284, "eta_seconds": 106385.23190294925, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.35903234649122806, "fast_rcnn/fg_cls_accuracy": 0.6175491898148149, "iteration": 81859, "loss_box_reg": 0.22019584570080042, "loss_cls": 0.2150433089118451, "loss_mask": 0.25823895214125514, "loss_rpn_cls": 0.049595381191466004, "loss_rpn_loc": 0.09267085626197513, "loss_sem_seg": 0.400931634940207, "lr": 0.02, "mask_rcnn/accuracy": 0.9012691010930447, "mask_rcnn/false_negative": 0.0960850543989134, "mask_rcnn/false_positive": 0.11098150100419488, "roi_head/num_bg_samples": 462.5, "roi_head/num_fg_samples": 49.5, "rpn/num_neg_anchors": 239.25, "rpn/num_pos_anchors": 16.75, "time": 0.5703646955007571, "total_loss": 1.2337535805418156} {"data_time": 0.013430897499347338, "eta_seconds": 106373.92280690926, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.36651353473090453, "fast_rcnn/fg_cls_accuracy": 0.6223159509202454, "iteration": 81879, "loss_box_reg": 0.22304509114474058, "loss_cls": 0.21519657177850604, "loss_mask": 0.273929001763463, "loss_rpn_cls": 0.04611495533026755, "loss_rpn_loc": 0.08207773289177567, "loss_sem_seg": 0.3559779957868159, "lr": 0.02, "mask_rcnn/accuracy": 0.8750236205593349, "mask_rcnn/false_negative": 0.09071410331239144, "mask_rcnn/false_positive": 0.13931856091595424, "roi_head/num_bg_samples": 432.75, "roi_head/num_fg_samples": 79.25, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.5655424519973167, "total_loss": 1.241067332943203} {"data_time": 0.013300364502356388, "eta_seconds": 106318.91850740893, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.38878392305049814, "fast_rcnn/fg_cls_accuracy": 0.586422922871521, "iteration": 81899, "loss_box_reg": 0.2394643728621304, "loss_cls": 0.2301012477837503, "loss_mask": 0.2736189868301153, "loss_rpn_cls": 0.05558561082580127, "loss_rpn_loc": 0.08175282529555261, "loss_sem_seg": 0.36932416656054556, "lr": 0.02, "mask_rcnn/accuracy": 0.8908225800886711, "mask_rcnn/false_negative": 0.09215472357108817, "mask_rcnn/false_positive": 0.12554361112932974, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5487382904975675, "total_loss": 1.2702151863195468} {"data_time": 0.012335660998360254, "eta_seconds": 106307.6140572989, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.4234169407894737, "fast_rcnn/fg_cls_accuracy": 0.5148142688679245, "iteration": 81919, "loss_box_reg": 0.2501527997665107, "loss_cls": 0.2380464591551572, "loss_mask": 0.2731823958456516, "loss_rpn_cls": 0.046312485937960446, "loss_rpn_loc": 0.06995660479879007, "loss_sem_seg": 0.338500440120697, "lr": 0.02, "mask_rcnn/accuracy": 0.8564175530703353, "mask_rcnn/false_negative": 0.11102594913318721, "mask_rcnn/false_positive": 0.1486642717764156, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5566693389991997, "total_loss": 1.235236114822328} {"data_time": 0.01366161700207158, "eta_seconds": 106339.9955187893, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.39111903754307475, "fast_rcnn/fg_cls_accuracy": 0.5452198235673815, "iteration": 81939, "loss_box_reg": 0.23057048651389778, "loss_cls": 0.23139504482969642, "loss_mask": 0.26377957314252853, "loss_rpn_cls": 0.046988468151539564, "loss_rpn_loc": 0.08514495001873001, "loss_sem_seg": 0.37287561455741525, "lr": 0.02, "mask_rcnn/accuracy": 0.8689482453086221, "mask_rcnn/false_negative": 0.1058052647290338, "mask_rcnn/false_positive": 0.16317653090986473, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5694058920016687, "total_loss": 1.2228905469964957} {"data_time": 0.013036502001341432, "eta_seconds": 106329.96905027128, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3250354930304595, "fast_rcnn/fg_cls_accuracy": 0.5868367346938775, "iteration": 81959, "loss_box_reg": 0.22328725783154368, "loss_cls": 0.2179974834434688, "loss_mask": 0.2574345413595438, "loss_rpn_cls": 0.05876675064791925, "loss_rpn_loc": 0.08056163176661357, "loss_sem_seg": 0.34571855748072267, "lr": 0.02, "mask_rcnn/accuracy": 0.8925962547629225, "mask_rcnn/false_negative": 0.09432703558837757, "mask_rcnn/false_positive": 0.11909731298892837, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.5547453280014452, "total_loss": 1.154383870147285} {"data_time": 0.013433329495455837, "eta_seconds": 106356.9755834037, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.36828797831300175, "fast_rcnn/fg_cls_accuracy": 0.5756345926800472, "iteration": 81979, "loss_box_reg": 0.22392339468933642, "loss_cls": 0.1971153849735856, "loss_mask": 0.2595483404584229, "loss_rpn_cls": 0.04384221282089129, "loss_rpn_loc": 0.07280875381547958, "loss_sem_seg": 0.29213707987219095, "lr": 0.02, "mask_rcnn/accuracy": 0.8797501531668568, "mask_rcnn/false_negative": 0.09653040564168566, "mask_rcnn/false_positive": 0.15174705765054455, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5745861739960674, "total_loss": 1.0932423785561696} {"data_time": 0.01323665599920787, "eta_seconds": 106401.15340274245, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3383326903292181, "fast_rcnn/fg_cls_accuracy": 0.6001526283112583, "iteration": 81999, "loss_box_reg": 0.2314321445301175, "loss_cls": 0.21870305167976767, "loss_mask": 0.2690544640645385, "loss_rpn_cls": 0.05105143127730116, "loss_rpn_loc": 0.0814371585729532, "loss_sem_seg": 0.3330890890210867, "lr": 0.02, "mask_rcnn/accuracy": 0.875611295790677, "mask_rcnn/false_negative": 0.10163555436068426, "mask_rcnn/false_positive": 0.1316511396256661, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 235.0, "rpn/num_pos_anchors": 21.0, "time": 0.5736956684995675, "total_loss": 1.1759568807319738} {"data_time": 0.012015415497444337, "eta_seconds": 106405.21310528298, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.35631275368511, "fast_rcnn/fg_cls_accuracy": 0.6023699802501645, "iteration": 82019, "loss_box_reg": 0.23977646185085177, "loss_cls": 0.22058387636207044, "loss_mask": 0.2586738094687462, "loss_rpn_cls": 0.042622468317858875, "loss_rpn_loc": 0.07654667150927708, "loss_sem_seg": 0.3437175499275327, "lr": 0.02, "mask_rcnn/accuracy": 0.8856100188708652, "mask_rcnn/false_negative": 0.0867973096905194, "mask_rcnn/false_positive": 0.1409135045001616, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.570346423995943, "total_loss": 1.1703734140028246} {"data_time": 0.012458238499675645, "eta_seconds": 106328.09867060777, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3939530178711925, "fast_rcnn/fg_cls_accuracy": 0.5664924506387921, "iteration": 82039, "loss_box_reg": 0.22735552955418825, "loss_cls": 0.22287976555526257, "loss_mask": 0.2631418155506253, "loss_rpn_cls": 0.05729233266902156, "loss_rpn_loc": 0.0881342567736283, "loss_sem_seg": 0.38243276812136173, "lr": 0.02, "mask_rcnn/accuracy": 0.8899305846063854, "mask_rcnn/false_negative": 0.09650445746124414, "mask_rcnn/false_positive": 0.12263307210031349, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5541320414995425, "total_loss": 1.2615605832397705} {"data_time": 0.013348215496080229, "eta_seconds": 106311.72235080377, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3954363567073171, "fast_rcnn/fg_cls_accuracy": 0.5936522826766729, "iteration": 82059, "loss_box_reg": 0.23392903245985508, "loss_cls": 0.23944299388676882, "loss_mask": 0.2683546841144562, "loss_rpn_cls": 0.045488634874345735, "loss_rpn_loc": 0.07390885276254267, "loss_sem_seg": 0.33226640708744526, "lr": 0.02, "mask_rcnn/accuracy": 0.8838672982448548, "mask_rcnn/false_negative": 0.09970744561217397, "mask_rcnn/false_positive": 0.14239153268647586, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5640736060013296, "total_loss": 1.232407438394148} {"data_time": 0.012408012498781318, "eta_seconds": 106300.40904265379, "fast_rcnn/cls_accuracy": 0.89990234375, "fast_rcnn/false_negative": 0.3778181746329704, "fast_rcnn/fg_cls_accuracy": 0.5344994484590622, "iteration": 82079, "loss_box_reg": 0.22341659176163375, "loss_cls": 0.22870485275052488, "loss_mask": 0.25193270295858383, "loss_rpn_cls": 0.051350131863728166, "loss_rpn_loc": 0.07132217212347314, "loss_sem_seg": 0.35978697636164725, "lr": 0.02, "mask_rcnn/accuracy": 0.8774981333997014, "mask_rcnn/false_negative": 0.10901918773043148, "mask_rcnn/false_positive": 0.13398202265083756, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5618462655002077, "total_loss": 1.1241388992057182} {"data_time": 0.012947013001394225, "eta_seconds": 106344.55734559236, "fast_rcnn/cls_accuracy": 0.91162109375, "fast_rcnn/false_negative": 0.387800934243622, "fast_rcnn/fg_cls_accuracy": 0.5962769541778976, "iteration": 82099, "loss_box_reg": 0.23504289146512747, "loss_cls": 0.2302848818944767, "loss_mask": 0.2684163758531213, "loss_rpn_cls": 0.04976358584826812, "loss_rpn_loc": 0.07686212786938995, "loss_sem_seg": 0.3925709640607238, "lr": 0.02, "mask_rcnn/accuracy": 0.8895675263082462, "mask_rcnn/false_negative": 0.10573154473934827, "mask_rcnn/false_positive": 0.11678177618495506, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.5826411099988036, "total_loss": 1.2597177013085457} {"data_time": 0.012744129002385307, "eta_seconds": 106406.82501599094, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.4222106901920083, "fast_rcnn/fg_cls_accuracy": 0.5317251337806846, "iteration": 82119, "loss_box_reg": 0.2397468793205917, "loss_cls": 0.22511793626472354, "loss_mask": 0.2656820360571146, "loss_rpn_cls": 0.04911344972788356, "loss_rpn_loc": 0.07808298658346757, "loss_sem_seg": 0.3396278815343976, "lr": 0.02, "mask_rcnn/accuracy": 0.8896802201957602, "mask_rcnn/false_negative": 0.10968010638436576, "mask_rcnn/false_positive": 0.15314200001616324, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5680496255045, "total_loss": 1.2589647380518727} {"data_time": 0.012917561500216834, "eta_seconds": 106395.49797121089, "fast_rcnn/cls_accuracy": 0.9052734375, "fast_rcnn/false_negative": 0.4297909920518104, "fast_rcnn/fg_cls_accuracy": 0.5641374742419782, "iteration": 82139, "loss_box_reg": 0.23155597038567066, "loss_cls": 0.22681540483608842, "loss_mask": 0.25399433821439743, "loss_rpn_cls": 0.04131715913536027, "loss_rpn_loc": 0.07311506019323133, "loss_sem_seg": 0.3179084111470729, "lr": 0.02, "mask_rcnn/accuracy": 0.8759665975765306, "mask_rcnn/false_negative": 0.11056922802437986, "mask_rcnn/false_positive": 0.1450055478463081, "roi_head/num_bg_samples": 429.5, "roi_head/num_fg_samples": 82.5, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.5651275595046172, "total_loss": 1.179818753269501} {"data_time": 0.01193812500059721, "eta_seconds": 106384.17092643084, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.32314279102059706, "fast_rcnn/fg_cls_accuracy": 0.6059907834101382, "iteration": 82159, "loss_box_reg": 0.22405031928792596, "loss_cls": 0.20732093346305192, "loss_mask": 0.251990866381675, "loss_rpn_cls": 0.038069275964517146, "loss_rpn_loc": 0.06242495501646772, "loss_sem_seg": 0.3068050048314035, "lr": 0.02, "mask_rcnn/accuracy": 0.872446240668552, "mask_rcnn/false_negative": 0.09524791797066555, "mask_rcnn/false_positive": 0.11627285453646073, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5713108664967876, "total_loss": 1.1165955640608445} {"data_time": 0.01336074150094646, "eta_seconds": 106421.51581504045, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.38137755102040816, "fast_rcnn/fg_cls_accuracy": 0.6186224489795918, "iteration": 82179, "loss_box_reg": 0.24876120826229453, "loss_cls": 0.23220563866198063, "loss_mask": 0.26393428537994623, "loss_rpn_cls": 0.049169868347235024, "loss_rpn_loc": 0.08292739148600958, "loss_sem_seg": 0.3227624171413481, "lr": 0.02, "mask_rcnn/accuracy": 0.8958210324946305, "mask_rcnn/false_negative": 0.09258742299725226, "mask_rcnn/false_positive": 0.11278889928502679, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5771967184991809, "total_loss": 1.2357914243475534} {"data_time": 0.012331775502389064, "eta_seconds": 106375.7948773503, "fast_rcnn/cls_accuracy": 0.90966796875, "fast_rcnn/false_negative": 0.3370126146788991, "fast_rcnn/fg_cls_accuracy": 0.598995013133351, "iteration": 82199, "loss_box_reg": 0.23997578024864197, "loss_cls": 0.22142243315465748, "loss_mask": 0.26555292680859566, "loss_rpn_cls": 0.05273834886611439, "loss_rpn_loc": 0.08775838668225333, "loss_sem_seg": 0.34184045903384686, "lr": 0.02, "mask_rcnn/accuracy": 0.8794667315247486, "mask_rcnn/false_negative": 0.10846115254856527, "mask_rcnn/false_positive": 0.13594519911383598, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5609835230025055, "total_loss": 1.25212527786789} {"data_time": 0.012928873500641203, "eta_seconds": 106350.1897920907, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.35040160642570284, "fast_rcnn/fg_cls_accuracy": 0.6082820745521159, "iteration": 82219, "loss_box_reg": 0.2510290197096765, "loss_cls": 0.23057866701856256, "loss_mask": 0.26322572864592075, "loss_rpn_cls": 0.05823561083525419, "loss_rpn_loc": 0.0849461579346098, "loss_sem_seg": 0.3888393370434642, "lr": 0.02, "mask_rcnn/accuracy": 0.8821953974785418, "mask_rcnn/false_negative": 0.10658745812644561, "mask_rcnn/false_positive": 0.13683837538652144, "roi_head/num_bg_samples": 428.0, "roi_head/num_fg_samples": 84.0, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.5591141065015108, "total_loss": 1.2957199058728293} {"data_time": 0.013299957499839365, "eta_seconds": 106338.86274731066, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.4083333333333333, "fast_rcnn/fg_cls_accuracy": 0.5568253968253969, "iteration": 82239, "loss_box_reg": 0.24553229217417538, "loss_cls": 0.2338911124970764, "loss_mask": 0.2632441967725754, "loss_rpn_cls": 0.05366538756061345, "loss_rpn_loc": 0.08616992161114467, "loss_sem_seg": 0.3510266998782754, "lr": 0.02, "mask_rcnn/accuracy": 0.8675192031635377, "mask_rcnn/false_negative": 0.1159206979699186, "mask_rcnn/false_positive": 0.11558097772304522, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5623280239997257, "total_loss": 1.2268625173601322} {"data_time": 0.01336427000205731, "eta_seconds": 106341.80918136018, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3425997425997426, "fast_rcnn/fg_cls_accuracy": 0.6296893822061607, "iteration": 82259, "loss_box_reg": 0.24010410392656922, "loss_cls": 0.22403433732688427, "loss_mask": 0.2630358124151826, "loss_rpn_cls": 0.04633696243399754, "loss_rpn_loc": 0.07703030837001279, "loss_sem_seg": 0.34164226055145264, "lr": 0.02, "mask_rcnn/accuracy": 0.8919313986278272, "mask_rcnn/false_negative": 0.08339237940429649, "mask_rcnn/false_positive": 0.12404968537773198, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5764078624997637, "total_loss": 1.2390912433620542} {"data_time": 0.011865416501677828, "eta_seconds": 106302.17707541943, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.36397831618541876, "fast_rcnn/fg_cls_accuracy": 0.6043552036199095, "iteration": 82279, "loss_box_reg": 0.2439686330035329, "loss_cls": 0.23629472753964365, "loss_mask": 0.2836567545309663, "loss_rpn_cls": 0.050621647969819605, "loss_rpn_loc": 0.09288970055058599, "loss_sem_seg": 0.3457964900881052, "lr": 0.02, "mask_rcnn/accuracy": 0.8771752641896453, "mask_rcnn/false_negative": 0.09071909714930446, "mask_rcnn/false_positive": 0.16292220288589276, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.5612982580023527, "total_loss": 1.2521805626893183} {"data_time": 0.012293936000787653, "eta_seconds": 106253.88437751016, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.4154045307443366, "fast_rcnn/fg_cls_accuracy": 0.5241628614916286, "iteration": 82299, "loss_box_reg": 0.23173895897343755, "loss_cls": 0.21568264509551227, "loss_mask": 0.26666731107980013, "loss_rpn_cls": 0.04437734169187024, "loss_rpn_loc": 0.0689101237221621, "loss_sem_seg": 0.3705622130073607, "lr": 0.02, "mask_rcnn/accuracy": 0.8817529298880015, "mask_rcnn/false_negative": 0.10954338333038569, "mask_rcnn/false_positive": 0.1426253285374611, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.552733189000719, "total_loss": 1.2332663392880931} {"data_time": 0.011690209503285587, "eta_seconds": 106242.5627666101, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.4103825835037491, "fast_rcnn/fg_cls_accuracy": 0.581989247311828, "iteration": 82319, "loss_box_reg": 0.2382529745809734, "loss_cls": 0.23405629710759968, "loss_mask": 0.26710004545748234, "loss_rpn_cls": 0.05373573210090399, "loss_rpn_loc": 0.07571730169001967, "loss_sem_seg": 0.3564410163089633, "lr": 0.02, "mask_rcnn/accuracy": 0.8779401318760436, "mask_rcnn/false_negative": 0.0974168548520753, "mask_rcnn/false_positive": 0.11784361576319236, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5676450030041451, "total_loss": 1.2300239284086274} {"data_time": 0.01222394000069471, "eta_seconds": 106231.24115571006, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.34060066740823136, "fast_rcnn/fg_cls_accuracy": 0.5701086956521739, "iteration": 82339, "loss_box_reg": 0.23126028291881084, "loss_cls": 0.20958484965376556, "loss_mask": 0.26802715798839927, "loss_rpn_cls": 0.044422888749977574, "loss_rpn_loc": 0.0739735210663639, "loss_sem_seg": 0.3370466912165284, "lr": 0.02, "mask_rcnn/accuracy": 0.901017398368282, "mask_rcnn/false_negative": 0.10759221434863006, "mask_rcnn/false_positive": 0.10848918400141902, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5673747529981483, "total_loss": 1.165396443073405} {"data_time": 0.01303006000307505, "eta_seconds": 106197.40759700212, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.39382928118393234, "fast_rcnn/fg_cls_accuracy": 0.5361622073578596, "iteration": 82359, "loss_box_reg": 0.2365431417711079, "loss_cls": 0.2191289090551436, "loss_mask": 0.26651417650282383, "loss_rpn_cls": 0.051547038223361596, "loss_rpn_loc": 0.08731572661781684, "loss_sem_seg": 0.37956937961280346, "lr": 0.02, "mask_rcnn/accuracy": 0.9079312810816946, "mask_rcnn/false_negative": 0.06783190467886455, "mask_rcnn/false_positive": 0.1142912570331154, "roi_head/num_bg_samples": 458.25, "roi_head/num_fg_samples": 53.75, "rpn/num_neg_anchors": 238.5, "rpn/num_pos_anchors": 17.5, "time": 0.5640374015019916, "total_loss": 1.2479441156901885} {"data_time": 0.013644485003169393, "eta_seconds": 106225.05754830148, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.3520833333333333, "fast_rcnn/fg_cls_accuracy": 0.5838014981273408, "iteration": 82379, "loss_box_reg": 0.24121596151962876, "loss_cls": 0.22111079725436866, "loss_mask": 0.26641285326331854, "loss_rpn_cls": 0.04219780885614455, "loss_rpn_loc": 0.07667789986589924, "loss_sem_seg": 0.30246258806437254, "lr": 0.02, "mask_rcnn/accuracy": 0.8926773295525106, "mask_rcnn/false_negative": 0.0952841254518501, "mask_rcnn/false_positive": 0.09119051703149544, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 235.75, "rpn/num_pos_anchors": 20.25, "time": 0.5751792679984646, "total_loss": 1.206701481482014} {"data_time": 0.011999665497569367, "eta_seconds": 106193.50619941574, "fast_rcnn/cls_accuracy": 0.91357421875, "fast_rcnn/false_negative": 0.38739927757710474, "fast_rcnn/fg_cls_accuracy": 0.560468794938165, "iteration": 82399, "loss_box_reg": 0.2361889397725463, "loss_cls": 0.23415142251178622, "loss_mask": 0.26765095721930265, "loss_rpn_cls": 0.04899485572241247, "loss_rpn_loc": 0.07238013134337962, "loss_sem_seg": 0.3187402752228081, "lr": 0.02, "mask_rcnn/accuracy": 0.8867444921681361, "mask_rcnn/false_negative": 0.09741681703485075, "mask_rcnn/false_positive": 0.12745637711866564, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5717530175024876, "total_loss": 1.2165752361761406} {"data_time": 0.011708578502293676, "eta_seconds": 106222.89822653966, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.39518229166666663, "fast_rcnn/fg_cls_accuracy": 0.5944010416666667, "iteration": 82419, "loss_box_reg": 0.2381425043568015, "loss_cls": 0.22028934210538864, "loss_mask": 0.2592072393745184, "loss_rpn_cls": 0.044328754796879366, "loss_rpn_loc": 0.06574770793667994, "loss_sem_seg": 0.35178646445274353, "lr": 0.02, "mask_rcnn/accuracy": 0.8855920302072794, "mask_rcnn/false_negative": 0.10029054711830844, "mask_rcnn/false_positive": 0.15744568502812806, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.5653510715019365, "total_loss": 1.2010497002484044} {"data_time": 0.013850953000655863, "eta_seconds": 106259.23811690946, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.41054421768707483, "fast_rcnn/fg_cls_accuracy": 0.5336688364969093, "iteration": 82439, "loss_box_reg": 0.2515822732821107, "loss_cls": 0.22388920770026743, "loss_mask": 0.2736290814355016, "loss_rpn_cls": 0.05158633680548519, "loss_rpn_loc": 0.08224065543618053, "loss_sem_seg": 0.33372554229572415, "lr": 0.02, "mask_rcnn/accuracy": 0.8781266565067585, "mask_rcnn/false_negative": 0.09859599921952483, "mask_rcnn/false_positive": 0.13693280172409514, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.5660220400022808, "total_loss": 1.2091560998815112} {"data_time": 0.012879930000053719, "eta_seconds": 106247.90748440943, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.39921875, "fast_rcnn/fg_cls_accuracy": 0.5646879092099519, "iteration": 82459, "loss_box_reg": 0.23247918370179832, "loss_cls": 0.21395992673933506, "loss_mask": 0.26843853667378426, "loss_rpn_cls": 0.04450103297131136, "loss_rpn_loc": 0.07948999258223921, "loss_sem_seg": 0.3562226379290223, "lr": 0.02, "mask_rcnn/accuracy": 0.8847710885270057, "mask_rcnn/false_negative": 0.1083820242594937, "mask_rcnn/false_positive": 0.12900684731845324, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.5706901154990192, "total_loss": 1.2027893847844098} {"data_time": 0.011957216502196388, "eta_seconds": 106267.34089061357, "fast_rcnn/cls_accuracy": 0.90869140625, "fast_rcnn/false_negative": 0.38270308123249297, "fast_rcnn/fg_cls_accuracy": 0.5717948717948718, "iteration": 82479, "loss_box_reg": 0.23345107585191727, "loss_cls": 0.22093135956674814, "loss_mask": 0.267496345564723, "loss_rpn_cls": 0.04699663202336524, "loss_rpn_loc": 0.11076258501270786, "loss_sem_seg": 0.35680784191936255, "lr": 0.02, "mask_rcnn/accuracy": 0.8756923162131226, "mask_rcnn/false_negative": 0.09553954688364982, "mask_rcnn/false_positive": 0.14315657638878493, "roi_head/num_bg_samples": 431.5, "roi_head/num_fg_samples": 80.5, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.5616597199987154, "total_loss": 1.255867981861229} {"data_time": 0.0126157719969342, "eta_seconds": 106271.47215375725, "fast_rcnn/cls_accuracy": 0.90625, "fast_rcnn/false_negative": 0.4221477075032269, "fast_rcnn/fg_cls_accuracy": 0.5388349514563107, "iteration": 82499, "loss_box_reg": 0.24258610419929028, "loss_cls": 0.24457351327873766, "loss_mask": 0.270210572052747, "loss_rpn_cls": 0.05062191653996706, "loss_rpn_loc": 0.08306695290957578, "loss_sem_seg": 0.35340050887316465, "lr": 0.02, "mask_rcnn/accuracy": 0.8841926419005102, "mask_rcnn/false_negative": 0.09914569706594964, "mask_rcnn/false_positive": 0.1178462273829137, "roi_head/num_bg_samples": 429.75, "roi_head/num_fg_samples": 82.25, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.5667424535022292, "total_loss": 1.2743173790586297} {"data_time": 0.011918489501113072, "eta_seconds": 106260.13659051718, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.3814979480164159, "fast_rcnn/fg_cls_accuracy": 0.5954558652729385, "iteration": 82519, "loss_box_reg": 0.22741863736882806, "loss_cls": 0.21336700022220612, "loss_mask": 0.25816935766488314, "loss_rpn_cls": 0.05261784908361733, "loss_rpn_loc": 0.07748950613313355, "loss_sem_seg": 0.34366524079814553, "lr": 0.02, "mask_rcnn/accuracy": 0.8773009203681472, "mask_rcnn/false_negative": 0.11593879805202817, "mask_rcnn/false_positive": 0.12786755701252625, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 235.25, "rpn/num_pos_anchors": 20.75, "time": 0.5621077729992976, "total_loss": 1.199459308758378} {"data_time": 0.012543670000013663, "eta_seconds": 106216.77472125988, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.3652341791194464, "fast_rcnn/fg_cls_accuracy": 0.6347658208805536, "iteration": 82539, "loss_box_reg": 0.2339080466190353, "loss_cls": 0.2337813681224361, "loss_mask": 0.26864778622984886, "loss_rpn_cls": 0.04563294048421085, "loss_rpn_loc": 0.06651243966189213, "loss_sem_seg": 0.35982913011685014, "lr": 0.02, "mask_rcnn/accuracy": 0.8737344958155397, "mask_rcnn/false_negative": 0.1109555461182605, "mask_rcnn/false_positive": 0.12844742889899285, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5639623905008193, "total_loss": 1.2192122447595466} {"data_time": 0.013107499999023275, "eta_seconds": 106157.63003082993, "fast_rcnn/cls_accuracy": 0.912109375, "fast_rcnn/false_negative": 0.3693080357142857, "fast_rcnn/fg_cls_accuracy": 0.5878787878787879, "iteration": 82559, "loss_box_reg": 0.2500724131241441, "loss_cls": 0.2360409339889884, "loss_mask": 0.2785312389023602, "loss_rpn_cls": 0.04447932919720188, "loss_rpn_loc": 0.0710978937568143, "loss_sem_seg": 0.3348190672695637, "lr": 0.02, "mask_rcnn/accuracy": 0.8749557475560423, "mask_rcnn/false_negative": 0.1122417672362565, "mask_rcnn/false_positive": 0.13345407646543672, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5594536585012975, "total_loss": 1.2268315880792215} {"data_time": 0.012196846997539978, "eta_seconds": 106194.11042847978, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.27488851727982166, "fast_rcnn/fg_cls_accuracy": 0.6646714378659726, "iteration": 82579, "loss_box_reg": 0.25108927488327026, "loss_cls": 0.2311012581922114, "loss_mask": 0.26948685105890036, "loss_rpn_cls": 0.049092878005467355, "loss_rpn_loc": 0.08458250606781803, "loss_sem_seg": 0.34985331213101745, "lr": 0.02, "mask_rcnn/accuracy": 0.8971077415079745, "mask_rcnn/false_negative": 0.09109842928121101, "mask_rcnn/false_positive": 0.12335013251856733, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5795578069955809, "total_loss": 1.2340568254003301} {"data_time": 0.013806882499920903, "eta_seconds": 106168.59305690922, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.34880144730891, "fast_rcnn/fg_cls_accuracy": 0.6033860265417643, "iteration": 82599, "loss_box_reg": 0.22805555048398674, "loss_cls": 0.22121054027229548, "loss_mask": 0.26997344475239515, "loss_rpn_cls": 0.04949710093205795, "loss_rpn_loc": 0.09404375602025539, "loss_sem_seg": 0.30020739464089274, "lr": 0.02, "mask_rcnn/accuracy": 0.8930116445485299, "mask_rcnn/false_negative": 0.11000752110751685, "mask_rcnn/false_positive": 0.12330244069165601, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.555494459997135, "total_loss": 1.2291914681554772} {"data_time": 0.01201432199741248, "eta_seconds": 106123.64889648979, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3469945355191257, "fast_rcnn/fg_cls_accuracy": 0.5987157370136094, "iteration": 82619, "loss_box_reg": 0.2624774589203298, "loss_cls": 0.23978070868179202, "loss_mask": 0.25537223368883133, "loss_rpn_cls": 0.04956528602633625, "loss_rpn_loc": 0.08471142878988758, "loss_sem_seg": 0.36013463605195284, "lr": 0.02, "mask_rcnn/accuracy": 0.892105098308916, "mask_rcnn/false_negative": 0.10071264080079406, "mask_rcnn/false_positive": 0.10892095407478528, "roi_head/num_bg_samples": 431.75, "roi_head/num_fg_samples": 80.25, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5786307950002083, "total_loss": 1.244493176403921} {"data_time": 0.012365550501272082, "eta_seconds": 106160.11398930963, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.32717785843920144, "fast_rcnn/fg_cls_accuracy": 0.632374541003672, "iteration": 82639, "loss_box_reg": 0.25558891776017845, "loss_cls": 0.2290779920294881, "loss_mask": 0.2626765528693795, "loss_rpn_cls": 0.05201460391981527, "loss_rpn_loc": 0.07730506974621676, "loss_sem_seg": 0.3469899198971689, "lr": 0.02, "mask_rcnn/accuracy": 0.8995163015296863, "mask_rcnn/false_negative": 0.09225352248903484, "mask_rcnn/false_positive": 0.09849236559009376, "roi_head/num_bg_samples": 465.75, "roi_head/num_fg_samples": 46.25, "rpn/num_neg_anchors": 234.75, "rpn/num_pos_anchors": 21.25, "time": 0.5719727864998276, "total_loss": 1.2037606666854117} {"data_time": 0.012351000001217471, "eta_seconds": 106148.78184291958, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.34171826625387, "fast_rcnn/fg_cls_accuracy": 0.6291846006695361, "iteration": 82659, "loss_box_reg": 0.24162563681602478, "loss_cls": 0.21438604593276978, "loss_mask": 0.2523965686559677, "loss_rpn_cls": 0.047946896753273904, "loss_rpn_loc": 0.0679205214837566, "loss_sem_seg": 0.38851954508572817, "lr": 0.02, "mask_rcnn/accuracy": 0.900626091959102, "mask_rcnn/false_negative": 0.07872567322801069, "mask_rcnn/false_positive": 0.12525722540324066, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5790055924990156, "total_loss": 1.1586705240915762} {"data_time": 0.012731019000057131, "eta_seconds": 106140.67779866126, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.3801229508196721, "fast_rcnn/fg_cls_accuracy": 0.6005048311801107, "iteration": 82679, "loss_box_reg": 0.23068405501544476, "loss_cls": 0.20925828837789595, "loss_mask": 0.2546967505477369, "loss_rpn_cls": 0.05647985816176515, "loss_rpn_loc": 0.07233483143500052, "loss_sem_seg": 0.3681739931926131, "lr": 0.02, "mask_rcnn/accuracy": 0.8869768409171987, "mask_rcnn/false_negative": 0.09685753050944604, "mask_rcnn/false_positive": 0.13127158958223306, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5679844925034558, "total_loss": 1.1705059175437782} {"data_time": 0.012427468500391115, "eta_seconds": 106036.7358266137, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.3404398100351022, "fast_rcnn/fg_cls_accuracy": 0.6334631350795341, "iteration": 82699, "loss_box_reg": 0.24627187009900808, "loss_cls": 0.22161261783912778, "loss_mask": 0.2665671920403838, "loss_rpn_cls": 0.045408057514578104, "loss_rpn_loc": 0.08974981587380171, "loss_sem_seg": 0.3304068073630333, "lr": 0.02, "mask_rcnn/accuracy": 0.8938834659208036, "mask_rcnn/false_negative": 0.09450094907515921, "mask_rcnn/false_positive": 0.1153769409886736, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5676183915020374, "total_loss": 1.2666585979168303} {"data_time": 0.012436117005563574, "eta_seconds": 106025.41322440372, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.39732459248759744, "fast_rcnn/fg_cls_accuracy": 0.5789071780078059, "iteration": 82719, "loss_box_reg": 0.25640863087028265, "loss_cls": 0.21886535361409187, "loss_mask": 0.27160911075770855, "loss_rpn_cls": 0.04790843732189387, "loss_rpn_loc": 0.07480507902801037, "loss_sem_seg": 0.3608874133788049, "lr": 0.02, "mask_rcnn/accuracy": 0.8717117660035527, "mask_rcnn/false_negative": 0.10361026894467291, "mask_rcnn/false_positive": 0.15782204625263024, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5785431270014669, "total_loss": 1.253854223046801} {"data_time": 0.012201851001009345, "eta_seconds": 105989.76204753738, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.31353244350469145, "fast_rcnn/fg_cls_accuracy": 0.6251389342922524, "iteration": 82739, "loss_box_reg": 0.2203007652424276, "loss_cls": 0.21463502454571426, "loss_mask": 0.2576195793226361, "loss_rpn_cls": 0.051811666606226936, "loss_rpn_loc": 0.08430247154319659, "loss_sem_seg": 0.34700942039489746, "lr": 0.02, "mask_rcnn/accuracy": 0.8989609664154415, "mask_rcnn/false_negative": 0.09124722917143879, "mask_rcnn/false_positive": 0.10947793947769528, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5652461905010568, "total_loss": 1.1893645210657269} {"data_time": 0.01224098300008336, "eta_seconds": 106002.76801998375, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.313722430295464, "fast_rcnn/fg_cls_accuracy": 0.6292848782119168, "iteration": 82759, "loss_box_reg": 0.23262737831100821, "loss_cls": 0.2054836923489347, "loss_mask": 0.2574635287746787, "loss_rpn_cls": 0.04085529060102999, "loss_rpn_loc": 0.07813267427263781, "loss_sem_seg": 0.31279733940027654, "lr": 0.02, "mask_rcnn/accuracy": 0.8934320084781217, "mask_rcnn/false_negative": 0.09266497518504785, "mask_rcnn/false_positive": 0.12381201585627347, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5664711904973956, "total_loss": 1.1185790008166805} {"data_time": 0.013845201498043025, "eta_seconds": 105962.28265753126, "fast_rcnn/cls_accuracy": 0.90966796875, "fast_rcnn/false_negative": 0.3507539764511465, "fast_rcnn/fg_cls_accuracy": 0.6068564108276707, "iteration": 82779, "loss_box_reg": 0.2501657623797655, "loss_cls": 0.25499311508610845, "loss_mask": 0.26769317407161, "loss_rpn_cls": 0.04940506094135344, "loss_rpn_loc": 0.0762861198745668, "loss_sem_seg": 0.3636604603379965, "lr": 0.02, "mask_rcnn/accuracy": 0.8814041720291721, "mask_rcnn/false_negative": 0.09755902257836452, "mask_rcnn/false_positive": 0.13578102383112076, "roi_head/num_bg_samples": 424.0, "roi_head/num_fg_samples": 88.0, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.570282775999658, "total_loss": 1.2410069510224275} {"data_time": 0.013999137499922654, "eta_seconds": 106014.30038307991, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.3256692711669015, "fast_rcnn/fg_cls_accuracy": 0.6261609907120743, "iteration": 82799, "loss_box_reg": 0.2249998077750206, "loss_cls": 0.2099682316184044, "loss_mask": 0.25511662010103464, "loss_rpn_cls": 0.05108779505826533, "loss_rpn_loc": 0.07689247259986587, "loss_sem_seg": 0.3364597756881267, "lr": 0.02, "mask_rcnn/accuracy": 0.8991134915504664, "mask_rcnn/false_negative": 0.0667866919472143, "mask_rcnn/false_positive": 0.1378727468091639, "roi_head/num_bg_samples": 467.5, "roi_head/num_fg_samples": 44.5, "rpn/num_neg_anchors": 241.25, "rpn/num_pos_anchors": 14.75, "time": 0.5669249034981476, "total_loss": 1.1679554732399993} {"data_time": 0.013112212498526787, "eta_seconds": 105968.8002133538, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.34789429647190073, "fast_rcnn/fg_cls_accuracy": 0.6273532282805745, "iteration": 82819, "loss_box_reg": 0.24645369267091155, "loss_cls": 0.23239988135173917, "loss_mask": 0.25816417671740055, "loss_rpn_cls": 0.04831309247674653, "loss_rpn_loc": 0.09013899398269132, "loss_sem_seg": 0.3540370431728661, "lr": 0.02, "mask_rcnn/accuracy": 0.8908574536659771, "mask_rcnn/false_negative": 0.0862185944420186, "mask_rcnn/false_positive": 0.14100128295405137, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5611619444971438, "total_loss": 1.2913568162621232} {"data_time": 0.0121836965008697, "eta_seconds": 105991.64787579991, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.3344454742045103, "fast_rcnn/fg_cls_accuracy": 0.6051282051282052, "iteration": 82839, "loss_box_reg": 0.2169830882921815, "loss_cls": 0.19893601746298373, "loss_mask": 0.2722038831561804, "loss_rpn_cls": 0.043679734400939196, "loss_rpn_loc": 0.06977901427308097, "loss_sem_seg": 0.35113970562815666, "lr": 0.02, "mask_rcnn/accuracy": 0.8953097136508352, "mask_rcnn/false_negative": 0.0956739864674497, "mask_rcnn/false_positive": 0.13003285485657126, "roi_head/num_bg_samples": 460.5, "roi_head/num_fg_samples": 51.5, "rpn/num_neg_anchors": 238.25, "rpn/num_pos_anchors": 17.75, "time": 0.5654014134961471, "total_loss": 1.1669709554698784} {"data_time": 0.01134483550049481, "eta_seconds": 105887.43156710984, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.41428571428571426, "fast_rcnn/fg_cls_accuracy": 0.5513824884792626, "iteration": 82859, "loss_box_reg": 0.24268314335495234, "loss_cls": 0.23308901442214847, "loss_mask": 0.26796763204038143, "loss_rpn_cls": 0.04611749647301622, "loss_rpn_loc": 0.08510515885427594, "loss_sem_seg": 0.3680375125259161, "lr": 0.02, "mask_rcnn/accuracy": 0.8814783536165591, "mask_rcnn/false_negative": 0.09375988591256085, "mask_rcnn/false_positive": 0.14011054673212092, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5585047419990588, "total_loss": 1.3050632407830562} {"data_time": 0.01250345450171153, "eta_seconds": 105898.27130236563, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.3188864087301587, "fast_rcnn/fg_cls_accuracy": 0.6390773405698779, "iteration": 82879, "loss_box_reg": 0.22434489242732525, "loss_cls": 0.22325704200193286, "loss_mask": 0.24870841670781374, "loss_rpn_cls": 0.04584543072269298, "loss_rpn_loc": 0.06598781923821662, "loss_sem_seg": 0.3447932908311486, "lr": 0.02, "mask_rcnn/accuracy": 0.8797749731471536, "mask_rcnn/false_negative": 0.12493412558903617, "mask_rcnn/false_positive": 0.11666994060935633, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5655008339999767, "total_loss": 1.1715156701684464} {"data_time": 0.012285505999898305, "eta_seconds": 106048.38718688305, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.26080336751600913, "fast_rcnn/fg_cls_accuracy": 0.6829743406027495, "iteration": 82899, "loss_box_reg": 0.2438861820846796, "loss_cls": 0.22727092821151018, "loss_mask": 0.2678449610248208, "loss_rpn_cls": 0.0495120381237939, "loss_rpn_loc": 0.0842085669428343, "loss_sem_seg": 0.3258412228897214, "lr": 0.02, "mask_rcnn/accuracy": 0.8921495006360121, "mask_rcnn/false_negative": 0.10894980903700378, "mask_rcnn/false_positive": 0.1074909729412381, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.5891880085000594, "total_loss": 1.2031806085287826} {"data_time": 0.0131851980004285, "eta_seconds": 106051.2924955982, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.38417329796640143, "fast_rcnn/fg_cls_accuracy": 0.5894225271583762, "iteration": 82919, "loss_box_reg": 0.21145033929497004, "loss_cls": 0.20939916232600808, "loss_mask": 0.253247139044106, "loss_rpn_cls": 0.039211574010550976, "loss_rpn_loc": 0.06603212037589401, "loss_sem_seg": 0.35846294509246945, "lr": 0.02, "mask_rcnn/accuracy": 0.8868387687106092, "mask_rcnn/false_negative": 0.08420025878726428, "mask_rcnn/false_positive": 0.13658333688373725, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5551505889998225, "total_loss": 1.20185695332475} {"data_time": 0.012762198501150124, "eta_seconds": 106061.73649800027, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.4006112613142118, "fast_rcnn/fg_cls_accuracy": 0.5295035460992907, "iteration": 82939, "loss_box_reg": 0.24238910619169474, "loss_cls": 0.22331933776149526, "loss_mask": 0.2617470324039459, "loss_rpn_cls": 0.052544781705364585, "loss_rpn_loc": 0.08839983373763971, "loss_sem_seg": 0.3468247982673347, "lr": 0.02, "mask_rcnn/accuracy": 0.8923738553430718, "mask_rcnn/false_negative": 0.0941477815903626, "mask_rcnn/false_positive": 0.11088097138420466, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5701312249984767, "total_loss": 1.2356116876908345} {"data_time": 0.012955060999956913, "eta_seconds": 106065.7276987826, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.35682471264367815, "fast_rcnn/fg_cls_accuracy": 0.5954727326615293, "iteration": 82959, "loss_box_reg": 0.22584268962964416, "loss_cls": 0.20431386143900454, "loss_mask": 0.25883961096405983, "loss_rpn_cls": 0.04514898685738444, "loss_rpn_loc": 0.08418302133213729, "loss_sem_seg": 0.36232307692989707, "lr": 0.02, "mask_rcnn/accuracy": 0.8878766778047026, "mask_rcnn/false_negative": 0.08740838611039906, "mask_rcnn/false_positive": 0.1338423096557691, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5631937644975551, "total_loss": 1.1809059743536636} {"data_time": 0.012722745999781182, "eta_seconds": 106057.88719761683, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.3813208369659983, "fast_rcnn/fg_cls_accuracy": 0.600389321468298, "iteration": 82979, "loss_box_reg": 0.2419093232601881, "loss_cls": 0.21470038406550884, "loss_mask": 0.26900311931967735, "loss_rpn_cls": 0.04530031810281798, "loss_rpn_loc": 0.09359202763880603, "loss_sem_seg": 0.34101562900468707, "lr": 0.02, "mask_rcnn/accuracy": 0.8739792342170514, "mask_rcnn/false_negative": 0.10214212811325436, "mask_rcnn/false_positive": 0.13763831406970697, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.5685499270002765, "total_loss": 1.1843883602123242} {"data_time": 0.013552169995818986, "eta_seconds": 106005.94260223839, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.3231546231546232, "fast_rcnn/fg_cls_accuracy": 0.6357119582926034, "iteration": 82999, "loss_box_reg": 0.2374531920067966, "loss_cls": 0.2120464276522398, "loss_mask": 0.26752407755702734, "loss_rpn_cls": 0.04412946372758597, "loss_rpn_loc": 0.06978712871205062, "loss_sem_seg": 0.3271643705666065, "lr": 0.02, "mask_rcnn/accuracy": 0.9044132330962689, "mask_rcnn/false_negative": 0.07773293544601981, "mask_rcnn/false_positive": 0.11704239980449657, "roi_head/num_bg_samples": 461.75, "roi_head/num_fg_samples": 50.25, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5621824670015485, "total_loss": 1.1719135090825148} {"data_time": 0.013715232500544516, "eta_seconds": 105948.0254508116, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.3325294852768882, "fast_rcnn/fg_cls_accuracy": 0.6278375149342892, "iteration": 83019, "loss_box_reg": 0.25132579531054944, "loss_cls": 0.23339461628347635, "loss_mask": 0.27666639164090157, "loss_rpn_cls": 0.05003084265626967, "loss_rpn_loc": 0.0758636046666652, "loss_sem_seg": 0.3227620245888829, "lr": 0.02, "mask_rcnn/accuracy": 0.8848002533867454, "mask_rcnn/false_negative": 0.0997831237921557, "mask_rcnn/false_positive": 0.1368116087726473, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5583516070000769, "total_loss": 1.2226904760755133} {"data_time": 0.013245731501228875, "eta_seconds": 105948.95806883874, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3499687108886108, "fast_rcnn/fg_cls_accuracy": 0.6023521932612841, "iteration": 83039, "loss_box_reg": 0.22500336589291692, "loss_cls": 0.21669856226071715, "loss_mask": 0.2622075965628028, "loss_rpn_cls": 0.04733584856148809, "loss_rpn_loc": 0.08298842026852071, "loss_sem_seg": 0.3163934031035751, "lr": 0.02, "mask_rcnn/accuracy": 0.8853536570288871, "mask_rcnn/false_negative": 0.09059560048176338, "mask_rcnn/false_positive": 0.11921425807420685, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5651167959986196, "total_loss": 1.1570146695303265} {"data_time": 0.01257377850197372, "eta_seconds": 105950.1623059681, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.27862845893032917, "fast_rcnn/fg_cls_accuracy": 0.6685288640595903, "iteration": 83059, "loss_box_reg": 0.23428174667060375, "loss_cls": 0.2257820819504559, "loss_mask": 0.2579446230083704, "loss_rpn_cls": 0.04486927355173975, "loss_rpn_loc": 0.07736950233811513, "loss_sem_seg": 0.3354348153807223, "lr": 0.02, "mask_rcnn/accuracy": 0.9193494299128102, "mask_rcnn/false_negative": 0.09419593759639941, "mask_rcnn/false_positive": 0.07675237521618858, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5659266084985575, "total_loss": 1.1982523869955912} {"data_time": 0.012342862999503268, "eta_seconds": 105885.88150747847, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.39907610397745064, "fast_rcnn/fg_cls_accuracy": 0.5700812363780463, "iteration": 83079, "loss_box_reg": 0.21970954909920692, "loss_cls": 0.2187160700559616, "loss_mask": 0.25990517623722553, "loss_rpn_cls": 0.04641402454581112, "loss_rpn_loc": 0.08100022393045947, "loss_sem_seg": 0.34966631047427654, "lr": 0.02, "mask_rcnn/accuracy": 0.8914592877967513, "mask_rcnn/false_negative": 0.10422603039722786, "mask_rcnn/false_positive": 0.13038390207016373, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5554715779981052, "total_loss": 1.1529582450166345} {"data_time": 0.011239911495067645, "eta_seconds": 105737.0002744947, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.3796534017971759, "fast_rcnn/fg_cls_accuracy": 0.6141603053435114, "iteration": 83099, "loss_box_reg": 0.2119150571525097, "loss_cls": 0.20411029225215316, "loss_mask": 0.2508198292925954, "loss_rpn_cls": 0.04116181735298596, "loss_rpn_loc": 0.07855953118996695, "loss_sem_seg": 0.3421177896670997, "lr": 0.02, "mask_rcnn/accuracy": 0.8859317729309018, "mask_rcnn/false_negative": 0.09050206834137293, "mask_rcnn/false_positive": 0.12480075855372008, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5444830119995459, "total_loss": 1.1384501017455477} {"data_time": 0.012830336498154793, "eta_seconds": 105723.12627204796, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.36524500907441015, "fast_rcnn/fg_cls_accuracy": 0.5544200306591722, "iteration": 83119, "loss_box_reg": 0.2492342423647642, "loss_cls": 0.24003540351986885, "loss_mask": 0.2601182935759425, "loss_rpn_cls": 0.04717405232076999, "loss_rpn_loc": 0.07491042371839285, "loss_sem_seg": 0.34051345475018024, "lr": 0.02, "mask_rcnn/accuracy": 0.8987746860545356, "mask_rcnn/false_negative": 0.09172434898423269, "mask_rcnn/false_positive": 0.1231077439421319, "roi_head/num_bg_samples": 459.25, "roi_head/num_fg_samples": 52.75, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5660740164967137, "total_loss": 1.2554268200619845} {"data_time": 0.012638105497899232, "eta_seconds": 105674.40660563197, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.3455997904662127, "fast_rcnn/fg_cls_accuracy": 0.6120923913043479, "iteration": 83139, "loss_box_reg": 0.24893661215901375, "loss_cls": 0.21896013990044594, "loss_mask": 0.26350569538772106, "loss_rpn_cls": 0.04751562367891893, "loss_rpn_loc": 0.09203931374941021, "loss_sem_seg": 0.3444928927347064, "lr": 0.02, "mask_rcnn/accuracy": 0.8790520021738122, "mask_rcnn/false_negative": 0.0973924443281895, "mask_rcnn/false_positive": 0.12343965724811537, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5626458145015931, "total_loss": 1.2163556765008252} {"data_time": 0.01295657450100407, "eta_seconds": 105733.56806284621, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.4211029158864218, "fast_rcnn/fg_cls_accuracy": 0.47904217798117005, "iteration": 83159, "loss_box_reg": 0.2208145339973271, "loss_cls": 0.22531882068142295, "loss_mask": 0.2678801268339157, "loss_rpn_cls": 0.05356459616450593, "loss_rpn_loc": 0.08578939299331978, "loss_sem_seg": 0.36331707239151, "lr": 0.02, "mask_rcnn/accuracy": 0.877886089543813, "mask_rcnn/false_negative": 0.09099375374716809, "mask_rcnn/false_positive": 0.1526921212012925, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5716767789999722, "total_loss": 1.2441860463441117} {"data_time": 0.01230062650211039, "eta_seconds": 105594.11848016283, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.33839270047376735, "fast_rcnn/fg_cls_accuracy": 0.6286735727958563, "iteration": 83179, "loss_box_reg": 0.24615438096225262, "loss_cls": 0.2314354721456766, "loss_mask": 0.2660973481833935, "loss_rpn_cls": 0.0542568028322421, "loss_rpn_loc": 0.0766356723906938, "loss_sem_seg": 0.3598980833776295, "lr": 0.02, "mask_rcnn/accuracy": 0.8797700848772689, "mask_rcnn/false_negative": 0.11745433945934461, "mask_rcnn/false_positive": 0.11831485884832924, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5609664590010652, "total_loss": 1.2604922316677403} {"data_time": 0.012416790497809416, "eta_seconds": 105688.09773612676, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.3774620600581208, "fast_rcnn/fg_cls_accuracy": 0.5828354227794079, "iteration": 83199, "loss_box_reg": 0.2477124580182135, "loss_cls": 0.21452944190241396, "loss_mask": 0.25594705482944846, "loss_rpn_cls": 0.04463604115881026, "loss_rpn_loc": 0.07963865628698841, "loss_sem_seg": 0.3325556796044111, "lr": 0.02, "mask_rcnn/accuracy": 0.8882579288341614, "mask_rcnn/false_negative": 0.08452490960429748, "mask_rcnn/false_positive": 0.16536054544632284, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5747687384973688, "total_loss": 1.2119748527184129} {"data_time": 0.01262597549794009, "eta_seconds": 105682.31040529568, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.2788195696598149, "fast_rcnn/fg_cls_accuracy": 0.6850105559465165, "iteration": 83219, "loss_box_reg": 0.22836647788062692, "loss_cls": 0.21663925796747208, "loss_mask": 0.2699726140126586, "loss_rpn_cls": 0.04618767776992172, "loss_rpn_loc": 0.08122896807617508, "loss_sem_seg": 0.37388139963150024, "lr": 0.02, "mask_rcnn/accuracy": 0.896858769868734, "mask_rcnn/false_negative": 0.08168146493439946, "mask_rcnn/false_positive": 0.12619588833996379, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5612944410022465, "total_loss": 1.2079098398971837} {"data_time": 0.012601927501236787, "eta_seconds": 105670.99423176568, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.3908429878579132, "fast_rcnn/fg_cls_accuracy": 0.5757757867132867, "iteration": 83239, "loss_box_reg": 0.263934088521637, "loss_cls": 0.25024909048806876, "loss_mask": 0.26643670722842216, "loss_rpn_cls": 0.05554056406253949, "loss_rpn_loc": 0.08781646622810513, "loss_sem_seg": 0.34259454626590014, "lr": 0.02, "mask_rcnn/accuracy": 0.8693392070369814, "mask_rcnn/false_negative": 0.09687679919409445, "mask_rcnn/false_positive": 0.14917555935463783, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5698467930014885, "total_loss": 1.2695239364475128} {"data_time": 0.013167453998903511, "eta_seconds": 105654.1509913868, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.3666868809379422, "fast_rcnn/fg_cls_accuracy": 0.5808353904627561, "iteration": 83259, "loss_box_reg": 0.22248280979692936, "loss_cls": 0.2122915694490075, "loss_mask": 0.2650299808010459, "loss_rpn_cls": 0.04847708955639973, "loss_rpn_loc": 0.08415231853723526, "loss_sem_seg": 0.33560237498022616, "lr": 0.02, "mask_rcnn/accuracy": 0.8894793124639326, "mask_rcnn/false_negative": 0.10244210374524851, "mask_rcnn/false_positive": 0.11444132614907923, "roi_head/num_bg_samples": 456.75, "roi_head/num_fg_samples": 55.25, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5663398570031859, "total_loss": 1.1745292718696874} {"data_time": 0.012176288502814714, "eta_seconds": 105632.61038116805, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.3558309630231613, "fast_rcnn/fg_cls_accuracy": 0.6059351276742582, "iteration": 83279, "loss_box_reg": 0.23251366498880088, "loss_cls": 0.22266355715692043, "loss_mask": 0.2737246360629797, "loss_rpn_cls": 0.048643093497958034, "loss_rpn_loc": 0.07939966599224135, "loss_sem_seg": 0.33696424635127187, "lr": 0.02, "mask_rcnn/accuracy": 0.8825481141823819, "mask_rcnn/false_negative": 0.09380171404977042, "mask_rcnn/false_positive": 0.14401221435523098, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5541002654972544, "total_loss": 1.2094486670393962} {"data_time": 0.012527832001069328, "eta_seconds": 105621.29589480806, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.33497480531378837, "fast_rcnn/fg_cls_accuracy": 0.6194597429845266, "iteration": 83299, "loss_box_reg": 0.23307721596211195, "loss_cls": 0.23561317333951592, "loss_mask": 0.26210957299917936, "loss_rpn_cls": 0.045370038627879694, "loss_rpn_loc": 0.07246838175342418, "loss_sem_seg": 0.3161609172821045, "lr": 0.02, "mask_rcnn/accuracy": 0.9047254025113038, "mask_rcnn/false_negative": 0.08324331432592569, "mask_rcnn/false_positive": 0.09618741858453428, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5599790009982826, "total_loss": 1.1647158674022648} {"data_time": 0.012767001499014441, "eta_seconds": 105623.23295908066, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.4081315195510279, "fast_rcnn/fg_cls_accuracy": 0.5500509424350484, "iteration": 83319, "loss_box_reg": 0.23132142913527787, "loss_cls": 0.21881846617907286, "loss_mask": 0.2686880826950073, "loss_rpn_cls": 0.05169847310753539, "loss_rpn_loc": 0.0740136617096141, "loss_sem_seg": 0.3404692290350795, "lr": 0.02, "mask_rcnn/accuracy": 0.8724777942008682, "mask_rcnn/false_negative": 0.09706168160806555, "mask_rcnn/false_positive": 0.15639721689656438, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5688198839961842, "total_loss": 1.1662773417192511} {"data_time": 0.014491376001387835, "eta_seconds": 105611.91705302069, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.48946485855934674, "fast_rcnn/fg_cls_accuracy": 0.46029504080351535, "iteration": 83339, "loss_box_reg": 0.2445197287015617, "loss_cls": 0.22439692181069404, "loss_mask": 0.27355792094022036, "loss_rpn_cls": 0.05642042824183591, "loss_rpn_loc": 0.08407244231784716, "loss_sem_seg": 0.3480811044573784, "lr": 0.02, "mask_rcnn/accuracy": 0.8588888372770368, "mask_rcnn/false_negative": 0.10511110358535727, "mask_rcnn/false_positive": 0.1733852129733487, "roi_head/num_bg_samples": 461.0, "roi_head/num_fg_samples": 51.0, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5654173600014474, "total_loss": 1.3023615862475708} {"data_time": 0.013018444500630721, "eta_seconds": 105553.05537871279, "fast_rcnn/cls_accuracy": 0.91015625, "fast_rcnn/false_negative": 0.37298289689825104, "fast_rcnn/fg_cls_accuracy": 0.518703076207561, "iteration": 83359, "loss_box_reg": 0.24326584208756685, "loss_cls": 0.2188118207268417, "loss_mask": 0.26586908008903265, "loss_rpn_cls": 0.05241659490275197, "loss_rpn_loc": 0.0881705047795549, "loss_sem_seg": 0.33449636679142714, "lr": 0.02, "mask_rcnn/accuracy": 0.8818299166513452, "mask_rcnn/false_negative": 0.0975455749308104, "mask_rcnn/false_positive": 0.14004307529311746, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5509609295004338, "total_loss": 1.2409417080052663} {"data_time": 0.013341085003048647, "eta_seconds": 105463.69873228772, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.2832645338837289, "fast_rcnn/fg_cls_accuracy": 0.6128003003003003, "iteration": 83379, "loss_box_reg": 0.2538200132548809, "loss_cls": 0.22029428137466311, "loss_mask": 0.2672297195531428, "loss_rpn_cls": 0.046724875312065706, "loss_rpn_loc": 0.09149630542378873, "loss_sem_seg": 0.3549399096518755, "lr": 0.02, "mask_rcnn/accuracy": 0.8773801187141523, "mask_rcnn/false_negative": 0.11418328447485851, "mask_rcnn/false_positive": 0.12501738372941218, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.5664926195022417, "total_loss": 1.2674965545302257} {"data_time": 0.012049716504407115, "eta_seconds": 105473.69865547502, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3613510520487265, "fast_rcnn/fg_cls_accuracy": 0.6076923076923078, "iteration": 83399, "loss_box_reg": 0.23486764496192336, "loss_cls": 0.21635175263509154, "loss_mask": 0.2656311900354922, "loss_rpn_cls": 0.04394683602731675, "loss_rpn_loc": 0.0837738931295462, "loss_sem_seg": 0.36585874762386084, "lr": 0.02, "mask_rcnn/accuracy": 0.8885447313937016, "mask_rcnn/false_negative": 0.09529110213294018, "mask_rcnn/false_positive": 0.13568651637008144, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5706891615009226, "total_loss": 1.2137618366032257} {"data_time": 0.012587256500410149, "eta_seconds": 105441.09383814778, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.32387218045112787, "fast_rcnn/fg_cls_accuracy": 0.5882634663060626, "iteration": 83419, "loss_box_reg": 0.2290470413863659, "loss_cls": 0.21252634515985847, "loss_mask": 0.2520831814035773, "loss_rpn_cls": 0.048907907330431044, "loss_rpn_loc": 0.06226710199553054, "loss_sem_seg": 0.33136391872540116, "lr": 0.02, "mask_rcnn/accuracy": 0.8986645794681509, "mask_rcnn/false_negative": 0.10665412973407137, "mask_rcnn/false_positive": 0.11682694519290474, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.5647917875030544, "total_loss": 1.1467745960690081} {"data_time": 0.012613650997082004, "eta_seconds": 105507.81213403291, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.40667311411992263, "fast_rcnn/fg_cls_accuracy": 0.5713249516441006, "iteration": 83439, "loss_box_reg": 0.2415320873260498, "loss_cls": 0.22996495245024562, "loss_mask": 0.2607686696574092, "loss_rpn_cls": 0.0517816620413214, "loss_rpn_loc": 0.08943255251506343, "loss_sem_seg": 0.3342412142083049, "lr": 0.02, "mask_rcnn/accuracy": 0.8878469161751079, "mask_rcnn/false_negative": 0.0981352979899287, "mask_rcnn/false_positive": 0.11377709036772163, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 0.5715949289951823, "total_loss": 1.2484172712429427} {"data_time": 0.012839822000387358, "eta_seconds": 105475.13883477976, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.3589399120664387, "fast_rcnn/fg_cls_accuracy": 0.6165201447980819, "iteration": 83459, "loss_box_reg": 0.21865516621619463, "loss_cls": 0.23595450026914477, "loss_mask": 0.26944411266595125, "loss_rpn_cls": 0.04184584156610072, "loss_rpn_loc": 0.07860409701243043, "loss_sem_seg": 0.3316388458479196, "lr": 0.02, "mask_rcnn/accuracy": 0.891619316805982, "mask_rcnn/false_negative": 0.09471452663343227, "mask_rcnn/false_positive": 0.11704745900099045, "roi_head/num_bg_samples": 460.75, "roi_head/num_fg_samples": 51.25, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5660018484995817, "total_loss": 1.1759253792115487} {"data_time": 0.01238169300268055, "eta_seconds": 105428.47973439508, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.33911122090469914, "fast_rcnn/fg_cls_accuracy": 0.6426681295985543, "iteration": 83479, "loss_box_reg": 0.25015326007269323, "loss_cls": 0.22285945620387793, "loss_mask": 0.2725022993981838, "loss_rpn_cls": 0.05234650999773294, "loss_rpn_loc": 0.09213939399342053, "loss_sem_seg": 0.38022431544959545, "lr": 0.02, "mask_rcnn/accuracy": 0.8965545113356839, "mask_rcnn/false_negative": 0.08947072421680125, "mask_rcnn/false_positive": 0.12174088306102418, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5637169420006103, "total_loss": 1.29123948913184} {"data_time": 0.012899136501800967, "eta_seconds": 105459.07982024414, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.33950715421303657, "fast_rcnn/fg_cls_accuracy": 0.6139939855933981, "iteration": 83499, "loss_box_reg": 0.2340584327466786, "loss_cls": 0.221434130333364, "loss_mask": 0.27119765151292086, "loss_rpn_cls": 0.04189074027817696, "loss_rpn_loc": 0.06689520057989284, "loss_sem_seg": 0.3614757554605603, "lr": 0.02, "mask_rcnn/accuracy": 0.8903350347421042, "mask_rcnn/false_negative": 0.08102545574157992, "mask_rcnn/false_positive": 0.14143042590634558, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5684280555033183, "total_loss": 1.2127068382560537} {"data_time": 0.012908659995446214, "eta_seconds": 105470.80053326947, "fast_rcnn/cls_accuracy": 0.90234375, "fast_rcnn/false_negative": 0.44476951619808763, "fast_rcnn/fg_cls_accuracy": 0.5203830369357045, "iteration": 83519, "loss_box_reg": 0.2242970239603892, "loss_cls": 0.23299954272806644, "loss_mask": 0.2752972384914756, "loss_rpn_cls": 0.04883619479369372, "loss_rpn_loc": 0.07944115222198889, "loss_sem_seg": 0.39687764272093773, "lr": 0.02, "mask_rcnn/accuracy": 0.8769517115356782, "mask_rcnn/false_negative": 0.09440523294535758, "mask_rcnn/false_positive": 0.14691485270984722, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5594835529991542, "total_loss": 1.2600783070956822} {"data_time": 0.01205804349956452, "eta_seconds": 105459.48883925955, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.34785011050833836, "fast_rcnn/fg_cls_accuracy": 0.6004769475357711, "iteration": 83539, "loss_box_reg": 0.25166223105043173, "loss_cls": 0.23680278100073338, "loss_mask": 0.2583251837641001, "loss_rpn_cls": 0.04893879441078752, "loss_rpn_loc": 0.09757923783035949, "loss_sem_seg": 0.37025839439593256, "lr": 0.02, "mask_rcnn/accuracy": 0.8891349721706865, "mask_rcnn/false_negative": 0.08507752029518137, "mask_rcnn/false_positive": 0.11919038362958845, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5653292339993641, "total_loss": 1.280900434940122} {"data_time": 0.012846802001149626, "eta_seconds": 105425.15214806428, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.3749944024002508, "fast_rcnn/fg_cls_accuracy": 0.6145853883080161, "iteration": 83559, "loss_box_reg": 0.23372264951467514, "loss_cls": 0.21039976878091693, "loss_mask": 0.2644956400617957, "loss_rpn_cls": 0.04835119258495979, "loss_rpn_loc": 0.08571531585766934, "loss_sem_seg": 0.304611180908978, "lr": 0.02, "mask_rcnn/accuracy": 0.8984114447878102, "mask_rcnn/false_negative": 0.08150703727450728, "mask_rcnn/false_positive": 0.13134517699166431, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.554926456996327, "total_loss": 1.1516576574649662} {"data_time": 0.012487749499996426, "eta_seconds": 105322.79602713679, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.3760362129144852, "fast_rcnn/fg_cls_accuracy": 0.5892415648632926, "iteration": 83579, "loss_box_reg": 0.21763137634843588, "loss_cls": 0.21414299309253693, "loss_mask": 0.2508525922894478, "loss_rpn_cls": 0.04313931067008525, "loss_rpn_loc": 0.07389283666270785, "loss_sem_seg": 0.36839264957234263, "lr": 0.02, "mask_rcnn/accuracy": 0.8890541305285916, "mask_rcnn/false_negative": 0.11157520643915662, "mask_rcnn/false_positive": 0.11283605253180377, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5609140665001178, "total_loss": 1.2338338801346254} {"data_time": 0.01289439550237148, "eta_seconds": 105339.371814518, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.3466478696741855, "fast_rcnn/fg_cls_accuracy": 0.6244343891402715, "iteration": 83599, "loss_box_reg": 0.23848277190700173, "loss_cls": 0.21992589021101594, "loss_mask": 0.2763434397056699, "loss_rpn_cls": 0.04720559756970033, "loss_rpn_loc": 0.08025001230998896, "loss_sem_seg": 0.33176241908222437, "lr": 0.02, "mask_rcnn/accuracy": 0.8936204976496094, "mask_rcnn/false_negative": 0.08017709927895933, "mask_rcnn/false_positive": 0.10433548883204484, "roi_head/num_bg_samples": 461.5, "roi_head/num_fg_samples": 50.5, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5671361655004148, "total_loss": 1.1807291987061035} {"data_time": 0.013668935996975051, "eta_seconds": 105315.88088955148, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.43173422766598624, "fast_rcnn/fg_cls_accuracy": 0.5070833333333333, "iteration": 83619, "loss_box_reg": 0.2510243756696582, "loss_cls": 0.23676548758521676, "loss_mask": 0.27615781407803297, "loss_rpn_cls": 0.0450346051948145, "loss_rpn_loc": 0.09243634685117286, "loss_sem_seg": 0.3491655131801963, "lr": 0.02, "mask_rcnn/accuracy": 0.880528661269576, "mask_rcnn/false_negative": 0.10793317214217499, "mask_rcnn/false_positive": 0.15014111348469295, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5645677779975813, "total_loss": 1.2576662103529088} {"data_time": 0.01265622549908585, "eta_seconds": 105316.76692037805, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.37452651515151514, "fast_rcnn/fg_cls_accuracy": 0.6254734848484849, "iteration": 83639, "loss_box_reg": 0.2574459770694375, "loss_cls": 0.23306745465379208, "loss_mask": 0.2552020880393684, "loss_rpn_cls": 0.050606208824319765, "loss_rpn_loc": 0.0847789712715894, "loss_sem_seg": 0.3222559788264334, "lr": 0.02, "mask_rcnn/accuracy": 0.8964323194296375, "mask_rcnn/false_negative": 0.08728830300924506, "mask_rcnn/false_positive": 0.1499017103211175, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5669241490031709, "total_loss": 1.208737157023279} {"data_time": 0.011805145499238279, "eta_seconds": 105319.93245447522, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.38151041666666663, "fast_rcnn/fg_cls_accuracy": 0.5350094280326838, "iteration": 83659, "loss_box_reg": 0.2684621529188007, "loss_cls": 0.24381854152306914, "loss_mask": 0.2664829990826547, "loss_rpn_cls": 0.04629278295033146, "loss_rpn_loc": 0.08162827446358278, "loss_sem_seg": 0.39686085004359484, "lr": 0.02, "mask_rcnn/accuracy": 0.8848389779088719, "mask_rcnn/false_negative": 0.0874918872515837, "mask_rcnn/false_positive": 0.14974392141269113, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5727446929995494, "total_loss": 1.2897783934604377} {"data_time": 0.012244838500919286, "eta_seconds": 105308.62845455523, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.30104678487502673, "fast_rcnn/fg_cls_accuracy": 0.6356250426708541, "iteration": 83679, "loss_box_reg": 0.26377853378653526, "loss_cls": 0.22563243610784411, "loss_mask": 0.2666348498314619, "loss_rpn_cls": 0.051759499474428594, "loss_rpn_loc": 0.08807511412305757, "loss_sem_seg": 0.35591381252743304, "lr": 0.02, "mask_rcnn/accuracy": 0.9011716763830593, "mask_rcnn/false_negative": 0.08676499430319143, "mask_rcnn/false_positive": 0.11404030875187851, "roi_head/num_bg_samples": 428.25, "roi_head/num_fg_samples": 83.75, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.5607022460026201, "total_loss": 1.2591071221104357} {"data_time": 0.012634025002626004, "eta_seconds": 105378.31620633852, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.3051638719512195, "fast_rcnn/fg_cls_accuracy": 0.6790404040404041, "iteration": 83699, "loss_box_reg": 0.23584009334445, "loss_cls": 0.23409796133637428, "loss_mask": 0.27305147517472506, "loss_rpn_cls": 0.041933038766728714, "loss_rpn_loc": 0.07314978443901055, "loss_sem_seg": 0.3619858715683222, "lr": 0.02, "mask_rcnn/accuracy": 0.8796646062271063, "mask_rcnn/false_negative": 0.11153192405540921, "mask_rcnn/false_positive": 0.125366413739211, "roi_head/num_bg_samples": 427.5, "roi_head/num_fg_samples": 84.5, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.5725605435036414, "total_loss": 1.2274660862458404} {"data_time": 0.01297998649897636, "eta_seconds": 105286.02045471527, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.3966147966147966, "fast_rcnn/fg_cls_accuracy": 0.5718907828282829, "iteration": 83719, "loss_box_reg": 0.24478593724779785, "loss_cls": 0.22892460552975535, "loss_mask": 0.2706364579498768, "loss_rpn_cls": 0.05199926914065145, "loss_rpn_loc": 0.09073307103244588, "loss_sem_seg": 0.37477996991947293, "lr": 0.02, "mask_rcnn/accuracy": 0.8803243590314033, "mask_rcnn/false_negative": 0.11162533453042678, "mask_rcnn/false_positive": 0.13227477494656648, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 205.75, "rpn/num_pos_anchors": 50.25, "time": 0.5584396705016843, "total_loss": 1.2773292663041502} {"data_time": 0.012253854500158923, "eta_seconds": 105295.23692267053, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.30109351432880843, "fast_rcnn/fg_cls_accuracy": 0.642650158061117, "iteration": 83739, "loss_box_reg": 0.2432050216011703, "loss_cls": 0.21524554211646318, "loss_mask": 0.26104680728167295, "loss_rpn_cls": 0.0418617045506835, "loss_rpn_loc": 0.0840172809548676, "loss_sem_seg": 0.32984162913635373, "lr": 0.02, "mask_rcnn/accuracy": 0.901575569252091, "mask_rcnn/false_negative": 0.0880863178676162, "mask_rcnn/false_positive": 0.11156704796756388, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5726525864993164, "total_loss": 1.2116581954905996} {"data_time": 0.012643775498872856, "eta_seconds": 105330.84631663836, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.3271314483056335, "fast_rcnn/fg_cls_accuracy": 0.6383265600668464, "iteration": 83759, "loss_box_reg": 0.2309651137329638, "loss_cls": 0.22480519954115152, "loss_mask": 0.254937382414937, "loss_rpn_cls": 0.05603243742370978, "loss_rpn_loc": 0.07558056485140696, "loss_sem_seg": 0.3623704520286992, "lr": 0.02, "mask_rcnn/accuracy": 0.8877849544072949, "mask_rcnn/false_negative": 0.09545709343052608, "mask_rcnn/false_positive": 0.14412916407667936, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5766748220012232, "total_loss": 1.2425443502143025} {"data_time": 0.012658527499297634, "eta_seconds": 105298.20923314402, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.398109243697479, "fast_rcnn/fg_cls_accuracy": 0.5625410872313528, "iteration": 83779, "loss_box_reg": 0.24899366777390242, "loss_cls": 0.2359176934696734, "loss_mask": 0.26608012802898884, "loss_rpn_cls": 0.05084417562466115, "loss_rpn_loc": 0.08408854232402518, "loss_sem_seg": 0.3513529608026147, "lr": 0.02, "mask_rcnn/accuracy": 0.8860922641307831, "mask_rcnn/false_negative": 0.09846943384098206, "mask_rcnn/false_positive": 0.14048155884732427, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.568105063000985, "total_loss": 1.2435756797203794} {"data_time": 0.012547553502372466, "eta_seconds": 105308.22383365843, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.3597020933977456, "fast_rcnn/fg_cls_accuracy": 0.6041473943879124, "iteration": 83799, "loss_box_reg": 0.24451886862516403, "loss_cls": 0.20948459999635816, "loss_mask": 0.2593623884022236, "loss_rpn_cls": 0.0511879829573445, "loss_rpn_loc": 0.07966304896399379, "loss_sem_seg": 0.35509060556069016, "lr": 0.02, "mask_rcnn/accuracy": 0.8866484649591815, "mask_rcnn/false_negative": 0.0867549331540562, "mask_rcnn/false_positive": 0.11895662033634785, "roi_head/num_bg_samples": 456.5, "roi_head/num_fg_samples": 55.5, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5773570154960908, "total_loss": 1.1965302957396489} {"data_time": 0.01243573800456943, "eta_seconds": 105296.91259216846, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.4241971207087486, "fast_rcnn/fg_cls_accuracy": 0.5244354566902596, "iteration": 83819, "loss_box_reg": 0.23278761375695467, "loss_cls": 0.2358579731080681, "loss_mask": 0.265176173299551, "loss_rpn_cls": 0.04357307025929913, "loss_rpn_loc": 0.07694824706413783, "loss_sem_seg": 0.3177244495600462, "lr": 0.02, "mask_rcnn/accuracy": 0.8948912673536193, "mask_rcnn/false_negative": 0.08372607067443577, "mask_rcnn/false_positive": 0.12471815897515211, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5626506739972683, "total_loss": 1.1972995366668329} {"data_time": 0.012513895500887884, "eta_seconds": 105285.6013506785, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.3670774647887324, "fast_rcnn/fg_cls_accuracy": 0.5775234741784038, "iteration": 83839, "loss_box_reg": 0.24292491283267736, "loss_cls": 0.22722234250977635, "loss_mask": 0.2599842455238104, "loss_rpn_cls": 0.05118653434328735, "loss_rpn_loc": 0.08550778565404471, "loss_sem_seg": 0.3122969097457826, "lr": 0.02, "mask_rcnn/accuracy": 0.8948521574428383, "mask_rcnn/false_negative": 0.08460540015786183, "mask_rcnn/false_positive": 0.13139280745483278, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5639483134982584, "total_loss": 1.2259599640528904} {"data_time": 0.013350308501685504, "eta_seconds": 105322.70175321605, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.3206739526411657, "fast_rcnn/fg_cls_accuracy": 0.6564893617021277, "iteration": 83859, "loss_box_reg": 0.2120967626105994, "loss_cls": 0.22137775376904756, "loss_mask": 0.26760379038751125, "loss_rpn_cls": 0.038867647424922325, "loss_rpn_loc": 0.07521369814639911, "loss_sem_seg": 0.36375608621165156, "lr": 0.02, "mask_rcnn/accuracy": 0.8851877369714773, "mask_rcnn/false_negative": 0.09541695941797193, "mask_rcnn/false_positive": 0.12160784543034085, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5705105169981834, "total_loss": 1.1851771676374483} {"data_time": 0.01194059349654708, "eta_seconds": 105358.26202438487, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.24623528079710144, "fast_rcnn/fg_cls_accuracy": 0.678893625458511, "iteration": 83879, "loss_box_reg": 0.2615381474606693, "loss_cls": 0.2234764350578189, "loss_mask": 0.27445212565362453, "loss_rpn_cls": 0.04554600568371825, "loss_rpn_loc": 0.07708138599991798, "loss_sem_seg": 0.3321702522225678, "lr": 0.02, "mask_rcnn/accuracy": 0.907531170201484, "mask_rcnn/false_negative": 0.09240276620853359, "mask_rcnn/false_positive": 0.09093796104472451, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5825810839996848, "total_loss": 1.2074811853963183} {"data_time": 0.012082801502401708, "eta_seconds": 105306.49698180359, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.35518292682926833, "fast_rcnn/fg_cls_accuracy": 0.6189160278124443, "iteration": 83899, "loss_box_reg": 0.2231862647458911, "loss_cls": 0.22128033475019038, "loss_mask": 0.2620558626949787, "loss_rpn_cls": 0.04300029843579978, "loss_rpn_loc": 0.061596471205120906, "loss_sem_seg": 0.34163281158544123, "lr": 0.02, "mask_rcnn/accuracy": 0.8949744596776137, "mask_rcnn/false_negative": 0.09153473628698164, "mask_rcnn/false_positive": 0.12680727927037105, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5727451079983439, "total_loss": 1.1735613206401467} {"data_time": 0.013478704997396562, "eta_seconds": 105347.53941277532, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.313713282247765, "fast_rcnn/fg_cls_accuracy": 0.655476673427992, "iteration": 83919, "loss_box_reg": 0.2388065503910184, "loss_cls": 0.2311379355378449, "loss_mask": 0.25772968120872974, "loss_rpn_cls": 0.041368575068190694, "loss_rpn_loc": 0.07827268453547731, "loss_sem_seg": 0.3615282061509788, "lr": 0.02, "mask_rcnn/accuracy": 0.9081658247898903, "mask_rcnn/false_negative": 0.07891865327290576, "mask_rcnn/false_positive": 0.11827920456492365, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5799141169991344, "total_loss": 1.1895057129731867} {"data_time": 0.012488721000408987, "eta_seconds": 105272.43987122153, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.36180194805194804, "fast_rcnn/fg_cls_accuracy": 0.6071590101440847, "iteration": 83939, "loss_box_reg": 0.2441460844129324, "loss_cls": 0.22854233207181096, "loss_mask": 0.2805941039696336, "loss_rpn_cls": 0.04278848640387878, "loss_rpn_loc": 0.07268157682847232, "loss_sem_seg": 0.3348093666136265, "lr": 0.02, "mask_rcnn/accuracy": 0.8875185218677023, "mask_rcnn/false_negative": 0.08091656744977602, "mask_rcnn/false_positive": 0.11412205982119589, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5558124425006099, "total_loss": 1.1984398302156478} {"data_time": 0.013054777999059297, "eta_seconds": 105289.04964931642, "fast_rcnn/cls_accuracy": 0.90673828125, "fast_rcnn/false_negative": 0.3580495356037152, "fast_rcnn/fg_cls_accuracy": 0.5731729055258468, "iteration": 83959, "loss_box_reg": 0.24756164336577058, "loss_cls": 0.24006543075665832, "loss_mask": 0.26388728711754084, "loss_rpn_cls": 0.05240609514294192, "loss_rpn_loc": 0.08621290215523914, "loss_sem_seg": 0.3326470609754324, "lr": 0.02, "mask_rcnn/accuracy": 0.8727672258132871, "mask_rcnn/false_negative": 0.10217848498058721, "mask_rcnn/false_positive": 0.135948306710147, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5717886370002816, "total_loss": 1.2140784516232088} {"data_time": 0.01281994349847082, "eta_seconds": 105247.07001661998, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.32666666666666666, "fast_rcnn/fg_cls_accuracy": 0.6505139500734214, "iteration": 83979, "loss_box_reg": 0.22439137985929847, "loss_cls": 0.20484763965941966, "loss_mask": 0.25910587701946497, "loss_rpn_cls": 0.05005347746191546, "loss_rpn_loc": 0.08243291079998016, "loss_sem_seg": 0.29754244489595294, "lr": 0.02, "mask_rcnn/accuracy": 0.8823573270758402, "mask_rcnn/false_negative": 0.09515181615253955, "mask_rcnn/false_positive": 0.12145559372315318, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5598439679997682, "total_loss": 1.1350683066993952} {"data_time": 0.012217280000186292, "eta_seconds": 105238.49215304162, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.33782258064516124, "fast_rcnn/fg_cls_accuracy": 0.6359112149532711, "iteration": 83999, "loss_box_reg": 0.23705119267106056, "loss_cls": 0.2249321429990232, "loss_mask": 0.25653744814917445, "loss_rpn_cls": 0.040448796295095235, "loss_rpn_loc": 0.06620608834782615, "loss_sem_seg": 0.3456853274255991, "lr": 0.02, "mask_rcnn/accuracy": 0.8921257017574309, "mask_rcnn/false_negative": 0.08442643143770143, "mask_rcnn/false_positive": 0.12482831703067618, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5714261679968331, "total_loss": 1.1775836121814791} {"data_time": 0.012919117994897533, "eta_seconds": 105279.01166207533, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3514302059496568, "fast_rcnn/fg_cls_accuracy": 0.5870632168578287, "iteration": 84019, "loss_box_reg": 0.2559615077916533, "loss_cls": 0.22707200329750776, "loss_mask": 0.26429252699017525, "loss_rpn_cls": 0.042852664104430005, "loss_rpn_loc": 0.07906184491002932, "loss_sem_seg": 0.33279537316411734, "lr": 0.02, "mask_rcnn/accuracy": 0.8911080452150526, "mask_rcnn/false_negative": 0.08112184374808704, "mask_rcnn/false_positive": 0.1401936716363021, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.573578241001087, "total_loss": 1.2260792027518619} {"data_time": 0.012693410499196034, "eta_seconds": 105243.7740166766, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.31238814100070034, "fast_rcnn/fg_cls_accuracy": 0.6460457033175109, "iteration": 84039, "loss_box_reg": 0.21927808388136327, "loss_cls": 0.2061284650117159, "loss_mask": 0.2599751492962241, "loss_rpn_cls": 0.045496551669202745, "loss_rpn_loc": 0.08955026528565213, "loss_sem_seg": 0.31353388680145144, "lr": 0.02, "mask_rcnn/accuracy": 0.8873758936406924, "mask_rcnn/false_negative": 0.10296813691883591, "mask_rcnn/false_positive": 0.13773484212106768, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5587211679994653, "total_loss": 1.1500296164740575} {"data_time": 0.013223253001342528, "eta_seconds": 105268.28008206564, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.43930141670737666, "fast_rcnn/fg_cls_accuracy": 0.5040983606557377, "iteration": 84059, "loss_box_reg": 0.24786083307117224, "loss_cls": 0.2339851576834917, "loss_mask": 0.26634668186306953, "loss_rpn_cls": 0.04542798991315067, "loss_rpn_loc": 0.07590382610214874, "loss_sem_seg": 0.3908839044161141, "lr": 0.02, "mask_rcnn/accuracy": 0.8781576817531823, "mask_rcnn/false_negative": 0.12746872635028217, "mask_rcnn/false_positive": 0.11719846279571, "roi_head/num_bg_samples": 458.5, "roi_head/num_fg_samples": 53.5, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.5733983860009175, "total_loss": 1.2539566782070324} {"data_time": 0.012133900498156436, "eta_seconds": 105268.97107132679, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.3911486158329286, "fast_rcnn/fg_cls_accuracy": 0.5428033404290159, "iteration": 84079, "loss_box_reg": 0.23218275792896748, "loss_cls": 0.21433851076290011, "loss_mask": 0.2673208424821496, "loss_rpn_cls": 0.04336896337918006, "loss_rpn_loc": 0.06778946710983291, "loss_sem_seg": 0.365157607011497, "lr": 0.02, "mask_rcnn/accuracy": 0.8883847504442921, "mask_rcnn/false_negative": 0.09204146339550573, "mask_rcnn/false_positive": 0.1133046453686474, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5596368660008011, "total_loss": 1.210356889088871} {"data_time": 0.012361223500192864, "eta_seconds": 105307.52323355869, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.34014005602240893, "fast_rcnn/fg_cls_accuracy": 0.5846796465064898, "iteration": 84099, "loss_box_reg": 0.2700532400049269, "loss_cls": 0.26229088101536036, "loss_mask": 0.2582447687163949, "loss_rpn_cls": 0.051516046398319304, "loss_rpn_loc": 0.0637764191487804, "loss_sem_seg": 0.3477171449922025, "lr": 0.02, "mask_rcnn/accuracy": 0.9003583576287658, "mask_rcnn/false_negative": 0.09014105970097083, "mask_rcnn/false_positive": 0.10532880990905041, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5667846345022554, "total_loss": 1.2812013244547416} {"data_time": 0.012464792998798657, "eta_seconds": 105309.38383671784, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.3922211296842565, "fast_rcnn/fg_cls_accuracy": 0.5687188292044805, "iteration": 84119, "loss_box_reg": 0.2414850890636444, "loss_cls": 0.2371346417348832, "loss_mask": 0.27309485292062163, "loss_rpn_cls": 0.05696620079106651, "loss_rpn_loc": 0.08625148038845509, "loss_sem_seg": 0.3776909001171589, "lr": 0.02, "mask_rcnn/accuracy": 0.878268569571546, "mask_rcnn/false_negative": 0.10055159453388396, "mask_rcnn/false_positive": 0.1332679701331231, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5695314315016731, "total_loss": 1.2624742118932772} {"data_time": 0.012109936000342714, "eta_seconds": 105304.45618718039, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.3873071616706384, "fast_rcnn/fg_cls_accuracy": 0.5880365659777425, "iteration": 84139, "loss_box_reg": 0.23257784871384501, "loss_cls": 0.23677352000959218, "loss_mask": 0.2665799632668495, "loss_rpn_cls": 0.053082786296727136, "loss_rpn_loc": 0.09212900616694242, "loss_sem_seg": 0.3416821900755167, "lr": 0.02, "mask_rcnn/accuracy": 0.8900761774200644, "mask_rcnn/false_negative": 0.11270738865920454, "mask_rcnn/false_positive": 0.12260332936081517, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5656272244996217, "total_loss": 1.252262272493681} {"data_time": 0.012255097000888782, "eta_seconds": 105248.8368911591, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.3345771144278607, "fast_rcnn/fg_cls_accuracy": 0.6463341346153846, "iteration": 84159, "loss_box_reg": 0.23382263141684234, "loss_cls": 0.21582016069442034, "loss_mask": 0.25363200530409813, "loss_rpn_cls": 0.05045197199797258, "loss_rpn_loc": 0.0779027905955445, "loss_sem_seg": 0.3137411684729159, "lr": 0.02, "mask_rcnn/accuracy": 0.8961707861002455, "mask_rcnn/false_negative": 0.09441842896703628, "mask_rcnn/false_positive": 0.1164855061854439, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5731860530031554, "total_loss": 1.159605195891345} {"data_time": 0.012674295496253762, "eta_seconds": 105281.81375838086, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.38900709219858154, "fast_rcnn/fg_cls_accuracy": 0.5154258886653253, "iteration": 84179, "loss_box_reg": 0.22356506087817252, "loss_cls": 0.20394254266284406, "loss_mask": 0.24786814535036683, "loss_rpn_cls": 0.04338419862324372, "loss_rpn_loc": 0.07095177512383088, "loss_sem_seg": 0.34166124649345875, "lr": 0.02, "mask_rcnn/accuracy": 0.8895983435603971, "mask_rcnn/false_negative": 0.08985325741915376, "mask_rcnn/false_positive": 0.14266960007276222, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5704266479988291, "total_loss": 1.145898157832562} {"data_time": 0.012428841499058763, "eta_seconds": 105226.18336757901, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3877051540454938, "fast_rcnn/fg_cls_accuracy": 0.591654718731551, "iteration": 84199, "loss_box_reg": 0.2371137384325266, "loss_cls": 0.2265754658728838, "loss_mask": 0.262680321931839, "loss_rpn_cls": 0.05046510565443896, "loss_rpn_loc": 0.07194305770099163, "loss_sem_seg": 0.3640345949679613, "lr": 0.02, "mask_rcnn/accuracy": 0.8864973657491426, "mask_rcnn/false_negative": 0.10612449893073778, "mask_rcnn/false_positive": 0.11616008008757508, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5669057515005989, "total_loss": 1.2418269077606965} {"data_time": 0.01229269149916945, "eta_seconds": 105259.1506979607, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.4187272451456311, "fast_rcnn/fg_cls_accuracy": 0.5575688428217822, "iteration": 84219, "loss_box_reg": 0.2447582921013236, "loss_cls": 0.24282149970531464, "loss_mask": 0.2741100355051458, "loss_rpn_cls": 0.046325461473315954, "loss_rpn_loc": 0.08245954453013837, "loss_sem_seg": 0.33167213201522827, "lr": 0.02, "mask_rcnn/accuracy": 0.8932283362563775, "mask_rcnn/false_negative": 0.08547000858957715, "mask_rcnn/false_positive": 0.11826938332224715, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5740316939991317, "total_loss": 1.2452080861839931} {"data_time": 0.013648184503836092, "eta_seconds": 105259.44260477682, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.3732324660633484, "fast_rcnn/fg_cls_accuracy": 0.5079621848739495, "iteration": 84239, "loss_box_reg": 0.2621024139225483, "loss_cls": 0.23539881058968604, "loss_mask": 0.2675434900447726, "loss_rpn_cls": 0.04029556713066995, "loss_rpn_loc": 0.07481872953940183, "loss_sem_seg": 0.34441960183903575, "lr": 0.02, "mask_rcnn/accuracy": 0.8811192247636381, "mask_rcnn/false_negative": 0.09864704629197846, "mask_rcnn/false_positive": 0.14930527330312132, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5724185815015517, "total_loss": 1.2615462834073696} {"data_time": 0.012201530997117516, "eta_seconds": 105236.48763754053, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.34357215542908826, "fast_rcnn/fg_cls_accuracy": 0.6548547459996893, "iteration": 84259, "loss_box_reg": 0.23629041947424412, "loss_cls": 0.21738405409269035, "loss_mask": 0.2609316883608699, "loss_rpn_cls": 0.049031006172299385, "loss_rpn_loc": 0.08030912186950445, "loss_sem_seg": 0.34332192642614245, "lr": 0.02, "mask_rcnn/accuracy": 0.8859048706691979, "mask_rcnn/false_negative": 0.09585676052763831, "mask_rcnn/false_positive": 0.13529214720869426, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5580874150000454, "total_loss": 1.2032850324176252} {"data_time": 0.013701674499316141, "eta_seconds": 105236.77704147671, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.4101910828025478, "fast_rcnn/fg_cls_accuracy": 0.509211248703715, "iteration": 84279, "loss_box_reg": 0.2393040405586362, "loss_cls": 0.23380408436059952, "loss_mask": 0.2747487295418978, "loss_rpn_cls": 0.041050063737202436, "loss_rpn_loc": 0.07489779446041211, "loss_sem_seg": 0.3435603277757764, "lr": 0.02, "mask_rcnn/accuracy": 0.8900863479035064, "mask_rcnn/false_negative": 0.09551865499530895, "mask_rcnn/false_positive": 0.13746813559764415, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 234.75, "rpn/num_pos_anchors": 21.25, "time": 0.5568977719995019, "total_loss": 1.2369000946055166} {"data_time": 0.013224248494225321, "eta_seconds": 105233.18436995156, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.3117151354923992, "fast_rcnn/fg_cls_accuracy": 0.5722874112704621, "iteration": 84299, "loss_box_reg": 0.24233663198538125, "loss_cls": 0.2247847756370902, "loss_mask": 0.26689006900414824, "loss_rpn_cls": 0.05173172819195315, "loss_rpn_loc": 0.08135128690628335, "loss_sem_seg": 0.35835494101047516, "lr": 0.02, "mask_rcnn/accuracy": 0.8906112052971659, "mask_rcnn/false_negative": 0.09398913353910748, "mask_rcnn/false_positive": 0.13987279547684078, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5584747829961998, "total_loss": 1.215043885022169} {"data_time": 0.013317140503204428, "eta_seconds": 105202.49304691028, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.3203463203463204, "fast_rcnn/fg_cls_accuracy": 0.6589147286821706, "iteration": 84319, "loss_box_reg": 0.22252004640176892, "loss_cls": 0.22791076893918216, "loss_mask": 0.26373773254454136, "loss_rpn_cls": 0.050168718269560486, "loss_rpn_loc": 0.08097023714799434, "loss_sem_seg": 0.3172620399855077, "lr": 0.02, "mask_rcnn/accuracy": 0.8997341602457309, "mask_rcnn/false_negative": 0.09563094660105417, "mask_rcnn/false_positive": 0.10177305616056641, "roi_head/num_bg_samples": 458.0, "roi_head/num_fg_samples": 54.0, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5554712144985388, "total_loss": 1.1284740698429232} {"data_time": 0.01304802549930173, "eta_seconds": 105122.25297196342, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3448675948675949, "fast_rcnn/fg_cls_accuracy": 0.621276091081594, "iteration": 84339, "loss_box_reg": 0.2282874952070415, "loss_cls": 0.2187870480120182, "loss_mask": 0.261694367043674, "loss_rpn_cls": 0.054380261921323836, "loss_rpn_loc": 0.07749858224997297, "loss_sem_seg": 0.3428031960502267, "lr": 0.02, "mask_rcnn/accuracy": 0.8774700082735797, "mask_rcnn/false_negative": 0.0932421098727062, "mask_rcnn/false_positive": 0.1307313267671103, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5566348239990475, "total_loss": 1.1979414329107385} {"data_time": 0.011548805003258167, "eta_seconds": 105179.82998649012, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.34987277353689566, "fast_rcnn/fg_cls_accuracy": 0.624949779027722, "iteration": 84359, "loss_box_reg": 0.24248084402643144, "loss_cls": 0.23990889033302665, "loss_mask": 0.26553387800231576, "loss_rpn_cls": 0.05081756124855019, "loss_rpn_loc": 0.07462746219243854, "loss_sem_seg": 0.37108635576441884, "lr": 0.02, "mask_rcnn/accuracy": 0.8745953287857199, "mask_rcnn/false_negative": 0.09905262863650088, "mask_rcnn/false_positive": 0.14138940329434074, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5608206420038186, "total_loss": 1.2735817349748686} {"data_time": 0.01240820699968026, "eta_seconds": 105163.3672411, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.3802491601343785, "fast_rcnn/fg_cls_accuracy": 0.6005767844268205, "iteration": 84379, "loss_box_reg": 0.23208330245688558, "loss_cls": 0.22347137704491615, "loss_mask": 0.26906468719244003, "loss_rpn_cls": 0.04405453192885034, "loss_rpn_loc": 0.07141867993050255, "loss_sem_seg": 0.28492157766595483, "lr": 0.02, "mask_rcnn/accuracy": 0.8942815445850472, "mask_rcnn/false_negative": 0.0915047912539381, "mask_rcnn/false_positive": 0.13522124152135429, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5551386735023698, "total_loss": 1.1613595865783282} {"data_time": 0.01311345950307441, "eta_seconds": 105168.7803515764, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.3555121527777778, "fast_rcnn/fg_cls_accuracy": 0.5537518037518038, "iteration": 84399, "loss_box_reg": 0.23554427037015557, "loss_cls": 0.22561659128405154, "loss_mask": 0.28221570327878, "loss_rpn_cls": 0.041683958101202734, "loss_rpn_loc": 0.07173867174424231, "loss_sem_seg": 0.33330498775467277, "lr": 0.02, "mask_rcnn/accuracy": 0.8818513119533528, "mask_rcnn/false_negative": 0.09254792342581755, "mask_rcnn/false_positive": 0.15573549169528905, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5774459575004585, "total_loss": 1.2427247543382691} {"data_time": 0.01180397100324626, "eta_seconds": 105176.21741758658, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.3459592725409836, "fast_rcnn/fg_cls_accuracy": 0.6421476431174327, "iteration": 84419, "loss_box_reg": 0.23027914273552597, "loss_cls": 0.22254400746896863, "loss_mask": 0.2619307707063854, "loss_rpn_cls": 0.04892852861667052, "loss_rpn_loc": 0.058225852611940354, "loss_sem_seg": 0.35075611155480146, "lr": 0.02, "mask_rcnn/accuracy": 0.885487176049397, "mask_rcnn/false_negative": 0.08758384562431266, "mask_rcnn/false_positive": 0.1431617688675717, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.563323563997983, "total_loss": 1.182510986312991} {"data_time": 0.011748969001928344, "eta_seconds": 105134.50386564979, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.28002208788653804, "fast_rcnn/fg_cls_accuracy": 0.6689382581436555, "iteration": 84439, "loss_box_reg": 0.24478537100367248, "loss_cls": 0.23325222649145871, "loss_mask": 0.27109413500875235, "loss_rpn_cls": 0.04885626881150529, "loss_rpn_loc": 0.07407535397214815, "loss_sem_seg": 0.36282414477318525, "lr": 0.02, "mask_rcnn/accuracy": 0.9029672324796834, "mask_rcnn/false_negative": 0.08519831653181767, "mask_rcnn/false_positive": 0.09225007858436715, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 234.75, "rpn/num_pos_anchors": 21.25, "time": 0.5679717539969715, "total_loss": 1.2391928411961999} {"data_time": 0.012659670999710215, "eta_seconds": 105135.4651689572, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.3325062656641604, "fast_rcnn/fg_cls_accuracy": 0.5719443224247749, "iteration": 84459, "loss_box_reg": 0.23839533841237426, "loss_cls": 0.22499064775183797, "loss_mask": 0.2622587466612458, "loss_rpn_cls": 0.04792703833663836, "loss_rpn_loc": 0.07960021239705384, "loss_sem_seg": 0.3510317327454686, "lr": 0.02, "mask_rcnn/accuracy": 0.8786161433558386, "mask_rcnn/false_negative": 0.1078245399716304, "mask_rcnn/false_positive": 0.14139885623965615, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5654087639995851, "total_loss": 1.2135937018465484} {"data_time": 0.012270160499610938, "eta_seconds": 105154.17920114218, "fast_rcnn/cls_accuracy": 0.89697265625, "fast_rcnn/false_negative": 0.4808823529411764, "fast_rcnn/fg_cls_accuracy": 0.48984348984348985, "iteration": 84479, "loss_box_reg": 0.25543555710464716, "loss_cls": 0.23421672591939569, "loss_mask": 0.27535131853073835, "loss_rpn_cls": 0.05548884303425439, "loss_rpn_loc": 0.08935289114015177, "loss_sem_seg": 0.37556088296696544, "lr": 0.02, "mask_rcnn/accuracy": 0.8608110214615317, "mask_rcnn/false_negative": 0.12112450260340138, "mask_rcnn/false_positive": 0.14077453691699499, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.5681838095006242, "total_loss": 1.3187612632173114} {"data_time": 0.011220950502320193, "eta_seconds": 105079.17044418959, "fast_rcnn/cls_accuracy": 0.904296875, "fast_rcnn/false_negative": 0.40454889112903225, "fast_rcnn/fg_cls_accuracy": 0.5434344790547798, "iteration": 84499, "loss_box_reg": 0.2359877706039697, "loss_cls": 0.20607992820441723, "loss_mask": 0.261273009236902, "loss_rpn_cls": 0.05957640282576904, "loss_rpn_loc": 0.08200227239285596, "loss_sem_seg": 0.3890802012756467, "lr": 0.02, "mask_rcnn/accuracy": 0.8797804791108362, "mask_rcnn/false_negative": 0.10938749838785046, "mask_rcnn/false_positive": 0.15553726754021652, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5567171660040913, "total_loss": 1.2312509103212506} {"data_time": 0.013361501001782017, "eta_seconds": 105067.84121464967, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3396396396396396, "fast_rcnn/fg_cls_accuracy": 0.5997747747747748, "iteration": 84519, "loss_box_reg": 0.2377536364365369, "loss_cls": 0.23399052442982793, "loss_mask": 0.27332664281129837, "loss_rpn_cls": 0.04514398428727873, "loss_rpn_loc": 0.07715616608038545, "loss_sem_seg": 0.35163503512740135, "lr": 0.02, "mask_rcnn/accuracy": 0.8888437747671885, "mask_rcnn/false_negative": 0.09547424756779425, "mask_rcnn/false_positive": 0.1253794830858383, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5618579875008436, "total_loss": 1.2227861831343034} {"data_time": 0.012280610502784839, "eta_seconds": 105072.71942238027, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.4403188376551307, "fast_rcnn/fg_cls_accuracy": 0.5106411517481892, "iteration": 84539, "loss_box_reg": 0.2319583953358233, "loss_cls": 0.23234189907088876, "loss_mask": 0.26317810732871294, "loss_rpn_cls": 0.04327072139130905, "loss_rpn_loc": 0.08624171151313931, "loss_sem_seg": 0.3374124146066606, "lr": 0.02, "mask_rcnn/accuracy": 0.8718047845023115, "mask_rcnn/false_negative": 0.12064099114769954, "mask_rcnn/false_positive": 0.13304456460637162, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5689282345010724, "total_loss": 1.2140743331838166} {"data_time": 0.012615157997061033, "eta_seconds": 105096.8737862964, "fast_rcnn/cls_accuracy": 0.9013671875, "fast_rcnn/false_negative": 0.3970292992032122, "fast_rcnn/fg_cls_accuracy": 0.5242800677583286, "iteration": 84559, "loss_box_reg": 0.23538492061197758, "loss_cls": 0.2274587256833911, "loss_mask": 0.25444591511040926, "loss_rpn_cls": 0.04552219348261133, "loss_rpn_loc": 0.07117347625899129, "loss_sem_seg": 0.35572725627571344, "lr": 0.02, "mask_rcnn/accuracy": 0.866099846266748, "mask_rcnn/false_negative": 0.10520475567716833, "mask_rcnn/false_positive": 0.14438671955767712, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5652339894986653, "total_loss": 1.1955430051893927} {"data_time": 0.013056669999059523, "eta_seconds": 105033.85352602992, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.43552631578947365, "fast_rcnn/fg_cls_accuracy": 0.5397225725094578, "iteration": 84579, "loss_box_reg": 0.21925992658361793, "loss_cls": 0.2192208080086857, "loss_mask": 0.27281200885772705, "loss_rpn_cls": 0.049999800514342496, "loss_rpn_loc": 0.08339876832906157, "loss_sem_seg": 0.3533513084985316, "lr": 0.02, "mask_rcnn/accuracy": 0.8790077690166976, "mask_rcnn/false_negative": 0.10579636602631246, "mask_rcnn/false_positive": 0.14170731969650485, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.555132475503342, "total_loss": 1.2423683056549635} {"data_time": 0.012113112999941222, "eta_seconds": 105043.85162396914, "fast_rcnn/cls_accuracy": 0.89990234375, "fast_rcnn/false_negative": 0.42028644432490586, "fast_rcnn/fg_cls_accuracy": 0.5233081539735099, "iteration": 84599, "loss_box_reg": 0.24678337783552706, "loss_cls": 0.2318795956671238, "loss_mask": 0.2515006372705102, "loss_rpn_cls": 0.054099388828035444, "loss_rpn_loc": 0.08579271810594946, "loss_sem_seg": 0.3447088273242116, "lr": 0.02, "mask_rcnn/accuracy": 0.8947694722859558, "mask_rcnn/false_negative": 0.08648375055109359, "mask_rcnn/false_positive": 0.13100349233568923, "roi_head/num_bg_samples": 432.75, "roi_head/num_fg_samples": 79.25, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.572692495501542, "total_loss": 1.2075247204629704} {"data_time": 0.012367745501251193, "eta_seconds": 105032.52009375906, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.32093714678853996, "fast_rcnn/fg_cls_accuracy": 0.6153490522422561, "iteration": 84619, "loss_box_reg": 0.24934315448626876, "loss_cls": 0.24114736169576645, "loss_mask": 0.25420987512916327, "loss_rpn_cls": 0.04842032049782574, "loss_rpn_loc": 0.08097758941585198, "loss_sem_seg": 0.3610494351014495, "lr": 0.02, "mask_rcnn/accuracy": 0.8971061638941291, "mask_rcnn/false_negative": 0.0846272087130962, "mask_rcnn/false_positive": 0.10953767549601631, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5699091055030294, "total_loss": 1.2551019949605688} {"data_time": 0.01212125450183521, "eta_seconds": 104925.83376736706, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.3408239700374532, "fast_rcnn/fg_cls_accuracy": 0.6207711671885553, "iteration": 84639, "loss_box_reg": 0.23902483517304063, "loss_cls": 0.22789580654352903, "loss_mask": 0.265811107121408, "loss_rpn_cls": 0.046174304268788546, "loss_rpn_loc": 0.08289320141193457, "loss_sem_seg": 0.34640348237007856, "lr": 0.02, "mask_rcnn/accuracy": 0.896164808515999, "mask_rcnn/false_negative": 0.08293977826500978, "mask_rcnn/false_positive": 0.1232837103100943, "roi_head/num_bg_samples": 462.0, "roi_head/num_fg_samples": 50.0, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5530937604999053, "total_loss": 1.2050658905209275} {"data_time": 0.0121414934983477, "eta_seconds": 104874.72907919768, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3655130540376442, "fast_rcnn/fg_cls_accuracy": 0.5615832614322691, "iteration": 84659, "loss_box_reg": 0.24128995975479484, "loss_cls": 0.21281657181680202, "loss_mask": 0.2632541749626398, "loss_rpn_cls": 0.04455728182801977, "loss_rpn_loc": 0.07646097533870488, "loss_sem_seg": 0.3663685992360115, "lr": 0.02, "mask_rcnn/accuracy": 0.88695631384831, "mask_rcnn/false_negative": 0.09431941366395455, "mask_rcnn/false_positive": 0.13518137726789797, "roi_head/num_bg_samples": 456.5, "roi_head/num_fg_samples": 55.5, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5641419665007561, "total_loss": 1.1481494614563417} {"data_time": 0.011875715499627404, "eta_seconds": 104872.67438189538, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.28285714285714286, "fast_rcnn/fg_cls_accuracy": 0.6666666666666666, "iteration": 84679, "loss_box_reg": 0.24821537104435265, "loss_cls": 0.2360724792815745, "loss_mask": 0.26380982995033264, "loss_rpn_cls": 0.059585269598755985, "loss_rpn_loc": 0.10459963837638497, "loss_sem_seg": 0.39432539185509086, "lr": 0.02, "mask_rcnn/accuracy": 0.8936992237773487, "mask_rcnn/false_negative": 0.08421347296064272, "mask_rcnn/false_positive": 0.12757937023501753, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5710377844989125, "total_loss": 1.2603025411372073} {"data_time": 0.012223770001583034, "eta_seconds": 104861.35643364539, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.32255244755244755, "fast_rcnn/fg_cls_accuracy": 0.6414141414141414, "iteration": 84699, "loss_box_reg": 0.2396021015010774, "loss_cls": 0.21541905822232366, "loss_mask": 0.26273429300636053, "loss_rpn_cls": 0.041896970535162836, "loss_rpn_loc": 0.06663920945720747, "loss_sem_seg": 0.3687839111080393, "lr": 0.02, "mask_rcnn/accuracy": 0.8974633733701813, "mask_rcnn/false_negative": 0.09774781733666735, "mask_rcnn/false_positive": 0.11633672735563111, "roi_head/num_bg_samples": 467.25, "roi_head/num_fg_samples": 44.75, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5765197494947643, "total_loss": 1.1915144287777366} {"data_time": 0.013654167501954362, "eta_seconds": 104875.93391453431, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.3934758934758935, "fast_rcnn/fg_cls_accuracy": 0.5646040777619725, "iteration": 84719, "loss_box_reg": 0.22433996619656682, "loss_cls": 0.20887852972373366, "loss_mask": 0.2675991547293961, "loss_rpn_cls": 0.04590544628445059, "loss_rpn_loc": 0.08262524113524705, "loss_sem_seg": 0.3306721244007349, "lr": 0.02, "mask_rcnn/accuracy": 0.9042839558490803, "mask_rcnn/false_negative": 0.08231384529517863, "mask_rcnn/false_positive": 0.110973920164995, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5636256955003773, "total_loss": 1.1821100116358139} {"data_time": 0.0127240924994112, "eta_seconds": 104844.48641518247, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.35252692626346316, "fast_rcnn/fg_cls_accuracy": 0.630672268907563, "iteration": 84739, "loss_box_reg": 0.2095323563553393, "loss_cls": 0.18789804773405194, "loss_mask": 0.24557471089065075, "loss_rpn_cls": 0.0507187529001385, "loss_rpn_loc": 0.07037823711289093, "loss_sem_seg": 0.34179494017735124, "lr": 0.02, "mask_rcnn/accuracy": 0.8878785938093117, "mask_rcnn/false_negative": 0.11368602807742502, "mask_rcnn/false_positive": 0.11661757031969053, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5651372844986327, "total_loss": 1.0944426155620022} {"data_time": 0.012567073001264362, "eta_seconds": 104808.23431305899, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.31221064814814814, "fast_rcnn/fg_cls_accuracy": 0.6229967948717949, "iteration": 84759, "loss_box_reg": 0.25983901135623455, "loss_cls": 0.2292840308509767, "loss_mask": 0.261880986392498, "loss_rpn_cls": 0.048508530540857464, "loss_rpn_loc": 0.07191335794050246, "loss_sem_seg": 0.3453837512061, "lr": 0.02, "mask_rcnn/accuracy": 0.8848437071865172, "mask_rcnn/false_negative": 0.08311175639689697, "mask_rcnn/false_positive": 0.12540692991183813, "roi_head/num_bg_samples": 461.0, "roi_head/num_fg_samples": 51.0, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5626823084967327, "total_loss": 1.2514270889078034} {"data_time": 0.013162541996280197, "eta_seconds": 104776.11857894645, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.3137139374238115, "fast_rcnn/fg_cls_accuracy": 0.6409231870229007, "iteration": 84779, "loss_box_reg": 0.23966683389153332, "loss_cls": 0.2341991204302758, "loss_mask": 0.2686498798429966, "loss_rpn_cls": 0.05763540478073992, "loss_rpn_loc": 0.08754083880921826, "loss_sem_seg": 0.37330980598926544, "lr": 0.02, "mask_rcnn/accuracy": 0.8966190552921136, "mask_rcnn/false_negative": 0.08157915611548532, "mask_rcnn/false_positive": 0.12323322399874503, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.5541530234986567, "total_loss": 1.2717517734854482} {"data_time": 0.012301916001888458, "eta_seconds": 104764.8049461965, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.3470803875360042, "fast_rcnn/fg_cls_accuracy": 0.6070885801128962, "iteration": 84799, "loss_box_reg": 0.25252050906419754, "loss_cls": 0.23697246797382832, "loss_mask": 0.27108881203457713, "loss_rpn_cls": 0.051698381241294555, "loss_rpn_loc": 0.07956966094207019, "loss_sem_seg": 0.3569248537532985, "lr": 0.02, "mask_rcnn/accuracy": 0.8834453272834557, "mask_rcnn/false_negative": 0.10799581265621533, "mask_rcnn/false_positive": 0.14303094699121063, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.5725211320022936, "total_loss": 1.2392748702950485} {"data_time": 0.012865437998698326, "eta_seconds": 104799.21213234251, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.39821487603305783, "fast_rcnn/fg_cls_accuracy": 0.5631267605633803, "iteration": 84819, "loss_box_reg": 0.2504343865439296, "loss_cls": 0.23829071130603552, "loss_mask": 0.25962034706026316, "loss_rpn_cls": 0.04754130553919822, "loss_rpn_loc": 0.08216799789806828, "loss_sem_seg": 0.3722463673911989, "lr": 0.02, "mask_rcnn/accuracy": 0.8702968555275776, "mask_rcnn/false_negative": 0.10018034468020895, "mask_rcnn/false_positive": 0.1492853909184934, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5741559630005213, "total_loss": 1.2496007985901088} {"data_time": 0.011627121002675267, "eta_seconds": 104787.89356163252, "fast_rcnn/cls_accuracy": 0.9140625, "fast_rcnn/false_negative": 0.38810440735986307, "fast_rcnn/fg_cls_accuracy": 0.5478338345027286, "iteration": 84839, "loss_box_reg": 0.23752526240423322, "loss_cls": 0.22992663201875985, "loss_mask": 0.2640108708292246, "loss_rpn_cls": 0.04895850925822742, "loss_rpn_loc": 0.07366814304259606, "loss_sem_seg": 0.32294197380542755, "lr": 0.02, "mask_rcnn/accuracy": 0.8820971617978836, "mask_rcnn/false_negative": 0.08614738980946074, "mask_rcnn/false_positive": 0.13049048969334298, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5633234485030698, "total_loss": 1.1779028122982709} {"data_time": 0.013533236997318454, "eta_seconds": 104776.57499092253, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.42860813390104247, "fast_rcnn/fg_cls_accuracy": 0.5127241490389778, "iteration": 84859, "loss_box_reg": 0.24586341623216867, "loss_cls": 0.22092594671994448, "loss_mask": 0.27528962353244424, "loss_rpn_cls": 0.04625185140685062, "loss_rpn_loc": 0.08054787413129816, "loss_sem_seg": 0.3566802735440433, "lr": 0.02, "mask_rcnn/accuracy": 0.8772571040261978, "mask_rcnn/false_negative": 0.09710205744427533, "mask_rcnn/false_positive": 0.1335496685728448, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.569929362001858, "total_loss": 1.2408498272125144} {"data_time": 0.012699712500761962, "eta_seconds": 104740.33904085917, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.318646110899632, "fast_rcnn/fg_cls_accuracy": 0.6364936535367379, "iteration": 84879, "loss_box_reg": 0.24985493160784245, "loss_cls": 0.2227236209437251, "loss_mask": 0.2556989220902324, "loss_rpn_cls": 0.03994851667084731, "loss_rpn_loc": 0.07240360989817418, "loss_sem_seg": 0.3091906877234578, "lr": 0.02, "mask_rcnn/accuracy": 0.9049658612810929, "mask_rcnn/false_negative": 0.09521403829221166, "mask_rcnn/false_positive": 0.09611088863708192, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5696180334998644, "total_loss": 1.1568149563390762} {"data_time": 0.013572795498475898, "eta_seconds": 104743.1888492872, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3551587301587301, "fast_rcnn/fg_cls_accuracy": 0.583559145388223, "iteration": 84899, "loss_box_reg": 0.22403899673372507, "loss_cls": 0.22253709752112627, "loss_mask": 0.26082801073789597, "loss_rpn_cls": 0.038587185787037015, "loss_rpn_loc": 0.061146059015300125, "loss_sem_seg": 0.3398390314541757, "lr": 0.02, "mask_rcnn/accuracy": 0.8874307926930345, "mask_rcnn/false_negative": 0.0859006343921214, "mask_rcnn/false_positive": 0.12193931823291965, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5715049370010092, "total_loss": 1.1522218998870812} {"data_time": 0.01308315650021541, "eta_seconds": 104707.02773958811, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.3663733008016731, "fast_rcnn/fg_cls_accuracy": 0.5396639409652971, "iteration": 84919, "loss_box_reg": 0.2515551005490124, "loss_cls": 0.2335677882656455, "loss_mask": 0.26270806789398193, "loss_rpn_cls": 0.04396517050918192, "loss_rpn_loc": 0.073533546179533, "loss_sem_seg": 0.3323052953928709, "lr": 0.02, "mask_rcnn/accuracy": 0.8808293310684969, "mask_rcnn/false_negative": 0.10659535571822827, "mask_rcnn/false_positive": 0.14362374282290247, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5666906589976861, "total_loss": 1.219366718447418} {"data_time": 0.013575163997302298, "eta_seconds": 104731.30070808256, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3464312130177515, "fast_rcnn/fg_cls_accuracy": 0.5868083400160384, "iteration": 84939, "loss_box_reg": 0.22986478079110384, "loss_cls": 0.21646938496269286, "loss_mask": 0.2730943728238344, "loss_rpn_cls": 0.043484911700943485, "loss_rpn_loc": 0.07660038839094341, "loss_sem_seg": 0.35727996099740267, "lr": 0.02, "mask_rcnn/accuracy": 0.884957362797907, "mask_rcnn/false_negative": 0.1122270478265613, "mask_rcnn/false_positive": 0.11507765040932699, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.563896081996063, "total_loss": 1.1627984110091347} {"data_time": 0.013293695003085304, "eta_seconds": 104684.39829026817, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.35901942645698426, "fast_rcnn/fg_cls_accuracy": 0.6208467655276166, "iteration": 84959, "loss_box_reg": 0.25171613157726824, "loss_cls": 0.23827270790934563, "loss_mask": 0.27530885208398104, "loss_rpn_cls": 0.04743044130736962, "loss_rpn_loc": 0.1019758129841648, "loss_sem_seg": 0.35760436207056046, "lr": 0.02, "mask_rcnn/accuracy": 0.8868740129980563, "mask_rcnn/false_negative": 0.10399113760906871, "mask_rcnn/false_positive": 0.11179890459849585, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5633755525050219, "total_loss": 1.284941464109579} {"data_time": 0.012156901000707876, "eta_seconds": 104708.66356666258, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3399955585165445, "fast_rcnn/fg_cls_accuracy": 0.5849646983311938, "iteration": 84979, "loss_box_reg": 0.23003586195409298, "loss_cls": 0.21250405116006732, "loss_mask": 0.2507688142359257, "loss_rpn_cls": 0.03908392079756595, "loss_rpn_loc": 0.08564031310379505, "loss_sem_seg": 0.34976395685225725, "lr": 0.02, "mask_rcnn/accuracy": 0.8945594215129661, "mask_rcnn/false_negative": 0.10281846664676504, "mask_rcnn/false_positive": 0.11553676660138873, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5669580520007003, "total_loss": 1.2199366810673382} {"data_time": 0.013042218000919092, "eta_seconds": 104672.44376865934, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.322724399494311, "fast_rcnn/fg_cls_accuracy": 0.6054582210242587, "iteration": 84999, "loss_box_reg": 0.24442645953968167, "loss_cls": 0.23300427291542292, "loss_mask": 0.2545393034815788, "loss_rpn_cls": 0.0503997988125775, "loss_rpn_loc": 0.08783894244697876, "loss_sem_seg": 0.34986863005906343, "lr": 0.02, "mask_rcnn/accuracy": 0.8794745569115279, "mask_rcnn/false_negative": 0.09723747348490136, "mask_rcnn/false_positive": 0.13185742959837393, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5594457085026079, "total_loss": 1.2110918906109873} {"data_time": 0.01303225250376272, "eta_seconds": 104576.52590411915, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.4324822154471545, "fast_rcnn/fg_cls_accuracy": 0.523486901535682, "iteration": 85019, "loss_box_reg": 0.2297923220321536, "loss_cls": 0.2098078455310315, "loss_mask": 0.27519173827022314, "loss_rpn_cls": 0.04768336596316658, "loss_rpn_loc": 0.07391981416731142, "loss_sem_seg": 0.35397833678871393, "lr": 0.02, "mask_rcnn/accuracy": 0.876529750413679, "mask_rcnn/false_negative": 0.11076507221255621, "mask_rcnn/false_positive": 0.14362797777388495, "roi_head/num_bg_samples": 456.75, "roi_head/num_fg_samples": 55.25, "rpn/num_neg_anchors": 237.0, "rpn/num_pos_anchors": 19.0, "time": 0.5587413930006733, "total_loss": 1.2297113613312831} {"data_time": 0.012791149496479193, "eta_seconds": 104558.5845296154, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.37286127928402213, "fast_rcnn/fg_cls_accuracy": 0.5707968293700458, "iteration": 85039, "loss_box_reg": 0.23864596197381616, "loss_cls": 0.22322658821940422, "loss_mask": 0.26425001211464405, "loss_rpn_cls": 0.044834123575128615, "loss_rpn_loc": 0.07291794754564762, "loss_sem_seg": 0.3285119335632771, "lr": 0.02, "mask_rcnn/accuracy": 0.8839292908944401, "mask_rcnn/false_negative": 0.1033690031811368, "mask_rcnn/false_positive": 0.1258218378602007, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5581165814983251, "total_loss": 1.1579604214057326} {"data_time": 0.013125000499712769, "eta_seconds": 104538.53616977717, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.375879917184265, "fast_rcnn/fg_cls_accuracy": 0.5540058479532164, "iteration": 85059, "loss_box_reg": 0.24459893256425858, "loss_cls": 0.2312572617083788, "loss_mask": 0.26024135295301676, "loss_rpn_cls": 0.045673583837924525, "loss_rpn_loc": 0.07153944188030437, "loss_sem_seg": 0.3565153260715306, "lr": 0.02, "mask_rcnn/accuracy": 0.8892702655596401, "mask_rcnn/false_negative": 0.09430359666476057, "mask_rcnn/false_positive": 0.10314793597697225, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5619252665019303, "total_loss": 1.2064323590966524} {"data_time": 0.012693870499788318, "eta_seconds": 104529.46309725057, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.3524751627269613, "fast_rcnn/fg_cls_accuracy": 0.6081149193548387, "iteration": 85079, "loss_box_reg": 0.25005578505806625, "loss_cls": 0.24042945355176926, "loss_mask": 0.266702551394701, "loss_rpn_cls": 0.0478245829581283, "loss_rpn_loc": 0.08669930667383596, "loss_sem_seg": 0.32995697716251016, "lr": 0.02, "mask_rcnn/accuracy": 0.888613545835899, "mask_rcnn/false_negative": 0.1019719071065622, "mask_rcnn/false_positive": 0.141354658923245, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5517246310009796, "total_loss": 1.2324191684019752} {"data_time": 0.01304586700280197, "eta_seconds": 104443.67328533386, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.2582456140350877, "fast_rcnn/fg_cls_accuracy": 0.6272422629607728, "iteration": 85099, "loss_box_reg": 0.2263979958370328, "loss_cls": 0.21640114998444915, "loss_mask": 0.259198279120028, "loss_rpn_cls": 0.04565565691154916, "loss_rpn_loc": 0.06823538488242775, "loss_sem_seg": 0.33971901051700115, "lr": 0.02, "mask_rcnn/accuracy": 0.8911331367835988, "mask_rcnn/false_negative": 0.09603231039656589, "mask_rcnn/false_positive": 0.12574428917412872, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5499693944984756, "total_loss": 1.1951858541578986} {"data_time": 0.013467616998241283, "eta_seconds": 104379.52872194504, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.33766233766233766, "fast_rcnn/fg_cls_accuracy": 0.5663472706155632, "iteration": 85119, "loss_box_reg": 0.23540121549740434, "loss_cls": 0.2507057739421725, "loss_mask": 0.2644171640276909, "loss_rpn_cls": 0.05014257555012591, "loss_rpn_loc": 0.06369609903777018, "loss_sem_seg": 0.31511714635416865, "lr": 0.02, "mask_rcnn/accuracy": 0.9007379826625326, "mask_rcnn/false_negative": 0.09442141959230782, "mask_rcnn/false_positive": 0.09962934001015478, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5586567595019005, "total_loss": 1.211393821547972} {"data_time": 0.012892740003735526, "eta_seconds": 104350.81884310897, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.34097929674663163, "fast_rcnn/fg_cls_accuracy": 0.6443277310924369, "iteration": 85139, "loss_box_reg": 0.22837065532803535, "loss_cls": 0.2103245265316218, "loss_mask": 0.25977712450549006, "loss_rpn_cls": 0.044968346803216264, "loss_rpn_loc": 0.06925203022547066, "loss_sem_seg": 0.3688555611297488, "lr": 0.02, "mask_rcnn/accuracy": 0.8943103836140621, "mask_rcnn/false_negative": 0.08542631077038493, "mask_rcnn/false_positive": 0.12808949940847786, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5685385475007934, "total_loss": 1.1860086162341759} {"data_time": 0.013451778500893852, "eta_seconds": 104268.64627136635, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3574825855741143, "fast_rcnn/fg_cls_accuracy": 0.558890787555913, "iteration": 85159, "loss_box_reg": 0.2387410281226039, "loss_cls": 0.23757913778536022, "loss_mask": 0.27386592607945204, "loss_rpn_cls": 0.05502592830453068, "loss_rpn_loc": 0.08387486837455072, "loss_sem_seg": 0.4285023813135922, "lr": 0.02, "mask_rcnn/accuracy": 0.8729385529945217, "mask_rcnn/false_negative": 0.111074577555028, "mask_rcnn/false_positive": 0.14147419822277194, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5607216729986249, "total_loss": 1.323249424342066} {"data_time": 0.011915213999600383, "eta_seconds": 104230.16067154461, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.4619502314814815, "fast_rcnn/fg_cls_accuracy": 0.4739167774822695, "iteration": 85179, "loss_box_reg": 0.23057222878560424, "loss_cls": 0.24351526238024235, "loss_mask": 0.27576951310038567, "loss_rpn_cls": 0.05371754278894514, "loss_rpn_loc": 0.07455698976991698, "loss_sem_seg": 0.4514454361051321, "lr": 0.02, "mask_rcnn/accuracy": 0.8764264786929669, "mask_rcnn/false_negative": 0.11785896531845055, "mask_rcnn/false_positive": 0.13295973864222002, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5564030495006591, "total_loss": 1.350998505775351} {"data_time": 0.012549031500384444, "eta_seconds": 104208.4023070537, "fast_rcnn/cls_accuracy": 0.90576171875, "fast_rcnn/false_negative": 0.4168687113589526, "fast_rcnn/fg_cls_accuracy": 0.5171526090477844, "iteration": 85199, "loss_box_reg": 0.2500653835013509, "loss_cls": 0.24652140261605382, "loss_mask": 0.2866164818406105, "loss_rpn_cls": 0.0569819868542254, "loss_rpn_loc": 0.0805265494636842, "loss_sem_seg": 0.44146341923624277, "lr": 0.02, "mask_rcnn/accuracy": 0.8795524517467037, "mask_rcnn/false_negative": 0.11813064259823017, "mask_rcnn/false_positive": 0.1329138969109651, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5662658444998669, "total_loss": 1.4110236902488396} {"data_time": 0.012828631504817167, "eta_seconds": 104106.85638901273, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.46150215423343177, "fast_rcnn/fg_cls_accuracy": 0.505, "iteration": 85219, "loss_box_reg": 0.21894581196829677, "loss_cls": 0.23674559011124074, "loss_mask": 0.28243856318295, "loss_rpn_cls": 0.054557008304982446, "loss_rpn_loc": 0.07829013062291779, "loss_sem_seg": 0.4001436121761799, "lr": 0.02, "mask_rcnn/accuracy": 0.8619310115350488, "mask_rcnn/false_negative": 0.10584420373850427, "mask_rcnn/false_positive": 0.14733344888692734, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 0.548621722497046, "total_loss": 1.2635542157222517} {"data_time": 0.012255321998964064, "eta_seconds": 104095.58825469275, "fast_rcnn/cls_accuracy": 0.91015625, "fast_rcnn/false_negative": 0.3821271929824561, "fast_rcnn/fg_cls_accuracy": 0.5789473684210527, "iteration": 85239, "loss_box_reg": 0.23981756577268243, "loss_cls": 0.2260357605991885, "loss_mask": 0.2713785944506526, "loss_rpn_cls": 0.051508697390090674, "loss_rpn_loc": 0.0804185401648283, "loss_sem_seg": 0.3523138780146837, "lr": 0.02, "mask_rcnn/accuracy": 0.8739164456901181, "mask_rcnn/false_negative": 0.11102871655491642, "mask_rcnn/false_positive": 0.15026497367070366, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5713176660028694, "total_loss": 1.2372222075937316} {"data_time": 0.01217673949940945, "eta_seconds": 104107.41911849652, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3831439393939394, "fast_rcnn/fg_cls_accuracy": 0.5662030031428239, "iteration": 85259, "loss_box_reg": 0.24458160949870944, "loss_cls": 0.24237607838585973, "loss_mask": 0.2713280636817217, "loss_rpn_cls": 0.052348990458995104, "loss_rpn_loc": 0.07795636565424502, "loss_sem_seg": 0.3800925863906741, "lr": 0.02, "mask_rcnn/accuracy": 0.8783727056886395, "mask_rcnn/false_negative": 0.11230341376806308, "mask_rcnn/false_positive": 0.1295324888502874, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5595508995029377, "total_loss": 1.2792039894120535} {"data_time": 0.013657843504915945, "eta_seconds": 104073.05198605279, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.3823503521126761, "fast_rcnn/fg_cls_accuracy": 0.5399282487377093, "iteration": 85279, "loss_box_reg": 0.25291393510997295, "loss_cls": 0.24615189945325255, "loss_mask": 0.282705953810364, "loss_rpn_cls": 0.05656962038483471, "loss_rpn_loc": 0.08415311513817869, "loss_sem_seg": 0.3756867125630379, "lr": 0.02, "mask_rcnn/accuracy": 0.8722247688137754, "mask_rcnn/false_negative": 0.0927791319261668, "mask_rcnn/false_positive": 0.14239147355804, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.5555179774964927, "total_loss": 1.2870853399508633} {"data_time": 0.012698077000095509, "eta_seconds": 104084.87784847665, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.39444860902881895, "fast_rcnn/fg_cls_accuracy": 0.5958417849898581, "iteration": 85299, "loss_box_reg": 0.24166414374485612, "loss_cls": 0.24021108634769917, "loss_mask": 0.2669689888134599, "loss_rpn_cls": 0.05775767320301384, "loss_rpn_loc": 0.08671888566459529, "loss_sem_seg": 0.3469280027784407, "lr": 0.02, "mask_rcnn/accuracy": 0.883289478378764, "mask_rcnn/false_negative": 0.10187247674194044, "mask_rcnn/false_positive": 0.15561176256366663, "roi_head/num_bg_samples": 455.5, "roi_head/num_fg_samples": 56.5, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5584834310029692, "total_loss": 1.2799700449686497} {"data_time": 0.012153370502346661, "eta_seconds": 104050.51571741283, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.3738974358974359, "fast_rcnn/fg_cls_accuracy": 0.5500963794837412, "iteration": 85319, "loss_box_reg": 0.23466635146178305, "loss_cls": 0.2295322334393859, "loss_mask": 0.27144434954971075, "loss_rpn_cls": 0.05012999603059143, "loss_rpn_loc": 0.07539000193355605, "loss_sem_seg": 0.34854809660464525, "lr": 0.02, "mask_rcnn/accuracy": 0.8626844414446184, "mask_rcnn/false_negative": 0.10293321811002601, "mask_rcnn/false_positive": 0.16030270495365473, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.5568540089989256, "total_loss": 1.2088073916675057} {"data_time": 0.012080969001544872, "eta_seconds": 104105.06565680823, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.3530718619157481, "fast_rcnn/fg_cls_accuracy": 0.6127629449838188, "iteration": 85339, "loss_box_reg": 0.21858937898650765, "loss_cls": 0.21597919368650764, "loss_mask": 0.25883815810084343, "loss_rpn_cls": 0.04881901969201863, "loss_rpn_loc": 0.07765012455638498, "loss_sem_seg": 0.35968990717083216, "lr": 0.02, "mask_rcnn/accuracy": 0.8808067885144373, "mask_rcnn/false_negative": 0.10511663633683202, "mask_rcnn/false_positive": 0.13643648579386158, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5683379829970363, "total_loss": 1.1999676795094274} {"data_time": 0.012700524501269683, "eta_seconds": 104081.79999232732, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.3845606826801517, "fast_rcnn/fg_cls_accuracy": 0.5611893840104849, "iteration": 85359, "loss_box_reg": 0.2434332426637411, "loss_cls": 0.23831706098280847, "loss_mask": 0.2755050901323557, "loss_rpn_cls": 0.0497687584720552, "loss_rpn_loc": 0.07408708613365889, "loss_sem_seg": 0.373562955763191, "lr": 0.02, "mask_rcnn/accuracy": 0.9031153320501327, "mask_rcnn/false_negative": 0.09437611159697568, "mask_rcnn/false_positive": 0.10250412688665692, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5582690269984596, "total_loss": 1.269841720990371} {"data_time": 0.01410019149625441, "eta_seconds": 104064.12669516237, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.39814647377938517, "fast_rcnn/fg_cls_accuracy": 0.6018535262206148, "iteration": 85379, "loss_box_reg": 0.2374124601483345, "loss_cls": 0.22400642791762948, "loss_mask": 0.26997173484414816, "loss_rpn_cls": 0.053998413728550076, "loss_rpn_loc": 0.07790235732682049, "loss_sem_seg": 0.36463919654488564, "lr": 0.02, "mask_rcnn/accuracy": 0.8852548445539983, "mask_rcnn/false_negative": 0.09535463602159844, "mask_rcnn/false_positive": 0.15754447735756563, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.557534810002835, "total_loss": 1.2112105656124186} {"data_time": 0.011728164994565304, "eta_seconds": 103983.22109605842, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.4077027815600078, "fast_rcnn/fg_cls_accuracy": 0.5922972184399922, "iteration": 85399, "loss_box_reg": 0.2329194196499884, "loss_cls": 0.22395823150873184, "loss_mask": 0.2605463257059455, "loss_rpn_cls": 0.04428721801377833, "loss_rpn_loc": 0.08072465896839276, "loss_sem_seg": 0.3442894178442657, "lr": 0.02, "mask_rcnn/accuracy": 0.8878029079287907, "mask_rcnn/false_negative": 0.09477134057946154, "mask_rcnn/false_positive": 0.1258560019777371, "roi_head/num_bg_samples": 461.25, "roi_head/num_fg_samples": 50.75, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5592436545011878, "total_loss": 1.2027438486402389} {"data_time": 0.012730741498671705, "eta_seconds": 104035.91434727762, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3442887931034483, "fast_rcnn/fg_cls_accuracy": 0.617283950617284, "iteration": 85419, "loss_box_reg": 0.22548779100179672, "loss_cls": 0.21992602664977312, "loss_mask": 0.25865777721628547, "loss_rpn_cls": 0.05316889681853354, "loss_rpn_loc": 0.07431237556738779, "loss_sem_seg": 0.34087689220905304, "lr": 0.02, "mask_rcnn/accuracy": 0.891192971220063, "mask_rcnn/false_negative": 0.09129343999194328, "mask_rcnn/false_positive": 0.14131261952991941, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.5759855570031505, "total_loss": 1.1853185518702958} {"data_time": 0.012648381500184769, "eta_seconds": 104005.54913185423, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.29754237288135593, "fast_rcnn/fg_cls_accuracy": 0.6249700837654568, "iteration": 85439, "loss_box_reg": 0.24606601800769567, "loss_cls": 0.21454024873673916, "loss_mask": 0.26749117858707905, "loss_rpn_cls": 0.04308467842929531, "loss_rpn_loc": 0.06916642241412774, "loss_sem_seg": 0.36373030790127814, "lr": 0.02, "mask_rcnn/accuracy": 0.9101091984959122, "mask_rcnn/false_negative": 0.08210404054914267, "mask_rcnn/false_positive": 0.11946114873230973, "roi_head/num_bg_samples": 462.25, "roi_head/num_fg_samples": 49.75, "rpn/num_neg_anchors": 241.0, "rpn/num_pos_anchors": 15.0, "time": 0.5690945204987656, "total_loss": 1.239691932394635} {"data_time": 0.012823198001569835, "eta_seconds": 104019.03361184242, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.3486958443854996, "fast_rcnn/fg_cls_accuracy": 0.6390045729217704, "iteration": 85459, "loss_box_reg": 0.26093233400024474, "loss_cls": 0.24532227730378509, "loss_mask": 0.26521255541592836, "loss_rpn_cls": 0.05085314629832283, "loss_rpn_loc": 0.09941875329241157, "loss_sem_seg": 0.36871265806257725, "lr": 0.02, "mask_rcnn/accuracy": 0.9011681664424012, "mask_rcnn/false_negative": 0.09127838352778586, "mask_rcnn/false_positive": 0.10135584088158403, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.576033807501517, "total_loss": 1.2559100195067003} {"data_time": 0.014433427502808627, "eta_seconds": 103983.00795595426, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.296189632255206, "fast_rcnn/fg_cls_accuracy": 0.6748826291079812, "iteration": 85479, "loss_box_reg": 0.23446868173778057, "loss_cls": 0.24139385134913027, "loss_mask": 0.28298249933868647, "loss_rpn_cls": 0.051636903794133104, "loss_rpn_loc": 0.08313862240174785, "loss_sem_seg": 0.38151098042726517, "lr": 0.02, "mask_rcnn/accuracy": 0.8722847450994506, "mask_rcnn/false_negative": 0.10528479725925119, "mask_rcnn/false_positive": 0.15164565151554316, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.5609537195014127, "total_loss": 1.2965743963432033} {"data_time": 0.013214816997788148, "eta_seconds": 103996.48707018244, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.27685950413223137, "fast_rcnn/fg_cls_accuracy": 0.671487603305785, "iteration": 85499, "loss_box_reg": 0.24407929368317127, "loss_cls": 0.23690357443410903, "loss_mask": 0.266528008505702, "loss_rpn_cls": 0.05407543870387599, "loss_rpn_loc": 0.08741891739191487, "loss_sem_seg": 0.3382761145476252, "lr": 0.02, "mask_rcnn/accuracy": 0.8984554232250084, "mask_rcnn/false_negative": 0.09925541729568776, "mask_rcnn/false_positive": 0.10424535249929003, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5615615185015486, "total_loss": 1.246651591914997} {"data_time": 0.011672290002024965, "eta_seconds": 103991.60827976742, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3545608108108108, "fast_rcnn/fg_cls_accuracy": 0.587969836680472, "iteration": 85519, "loss_box_reg": 0.24228312354534864, "loss_cls": 0.2133215230423957, "loss_mask": 0.2755763679742813, "loss_rpn_cls": 0.06248688162304461, "loss_rpn_loc": 0.1003234202216845, "loss_sem_seg": 0.36393228452652693, "lr": 0.02, "mask_rcnn/accuracy": 0.8873859403250074, "mask_rcnn/false_negative": 0.09889810555251721, "mask_rcnn/false_positive": 0.14410945028497424, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.5703788394966978, "total_loss": 1.264650447294116} {"data_time": 0.012582774001202779, "eta_seconds": 103992.31302830865, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.394495931283906, "fast_rcnn/fg_cls_accuracy": 0.5425, "iteration": 85539, "loss_box_reg": 0.22658748039975762, "loss_cls": 0.22279391484335065, "loss_mask": 0.2620080919004977, "loss_rpn_cls": 0.050959682499524206, "loss_rpn_loc": 0.081990223727189, "loss_sem_seg": 0.34434686321765184, "lr": 0.02, "mask_rcnn/accuracy": 0.8831545431188436, "mask_rcnn/false_negative": 0.08411345532510317, "mask_rcnn/false_positive": 0.15398754186755265, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5771426454994071, "total_loss": 1.1983440114418045} {"data_time": 0.012771351503033657, "eta_seconds": 103994.88356715851, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.32510653409090906, "fast_rcnn/fg_cls_accuracy": 0.5853416313559322, "iteration": 85559, "loss_box_reg": 0.23122402746230364, "loss_cls": 0.2151888022199273, "loss_mask": 0.2731832005083561, "loss_rpn_cls": 0.03970570323144784, "loss_rpn_loc": 0.0680181648931466, "loss_sem_seg": 0.35305332532152534, "lr": 0.02, "mask_rcnn/accuracy": 0.8785614636479592, "mask_rcnn/false_negative": 0.10296021934473494, "mask_rcnn/false_positive": 0.12424676309774607, "roi_head/num_bg_samples": 455.5, "roi_head/num_fg_samples": 56.5, "rpn/num_neg_anchors": 236.25, "rpn/num_pos_anchors": 19.75, "time": 0.5655074459973548, "total_loss": 1.1700031471555121} {"data_time": 0.013454221003485145, "eta_seconds": 104004.57989734353, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.3717523493642897, "fast_rcnn/fg_cls_accuracy": 0.6137908139353226, "iteration": 85579, "loss_box_reg": 0.23304010869469494, "loss_cls": 0.22479314170777798, "loss_mask": 0.276799239218235, "loss_rpn_cls": 0.05027138767763972, "loss_rpn_loc": 0.08183762824046426, "loss_sem_seg": 0.3689416735433042, "lr": 0.02, "mask_rcnn/accuracy": 0.8784018624546619, "mask_rcnn/false_negative": 0.0760482057233066, "mask_rcnn/false_positive": 0.13603196178465377, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5576791359999334, "total_loss": 1.2408806655439548} {"data_time": 0.012460267502319766, "eta_seconds": 103993.30085863348, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.3901379662749106, "fast_rcnn/fg_cls_accuracy": 0.5762170790103751, "iteration": 85599, "loss_box_reg": 0.2412524470128119, "loss_cls": 0.2189179682172835, "loss_mask": 0.26709191873669624, "loss_rpn_cls": 0.04229348822264001, "loss_rpn_loc": 0.07582743262173608, "loss_sem_seg": 0.3279022518545389, "lr": 0.02, "mask_rcnn/accuracy": 0.8916526791417014, "mask_rcnn/false_negative": 0.10048276386171337, "mask_rcnn/false_positive": 0.10216547003247001, "roi_head/num_bg_samples": 467.0, "roi_head/num_fg_samples": 45.0, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5701561085006688, "total_loss": 1.1769645851745736} {"data_time": 0.012315600000874838, "eta_seconds": 103947.21197690882, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.39220137207425343, "fast_rcnn/fg_cls_accuracy": 0.5769000831773757, "iteration": 85619, "loss_box_reg": 0.23360574641264975, "loss_cls": 0.22201032284647226, "loss_mask": 0.26640456495806575, "loss_rpn_cls": 0.046220167831052095, "loss_rpn_loc": 0.07858989125816151, "loss_sem_seg": 0.3356604704167694, "lr": 0.02, "mask_rcnn/accuracy": 0.8770040058317745, "mask_rcnn/false_negative": 0.08762524103379304, "mask_rcnn/false_positive": 0.14049384719460467, "roi_head/num_bg_samples": 429.0, "roi_head/num_fg_samples": 83.0, "rpn/num_neg_anchors": 207.0, "rpn/num_pos_anchors": 49.0, "time": 0.5603311299964844, "total_loss": 1.2044089329137933} {"data_time": 0.012946462997206254, "eta_seconds": 103949.77651023856, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.3819073083778966, "fast_rcnn/fg_cls_accuracy": 0.6074866310160427, "iteration": 85639, "loss_box_reg": 0.23492512293159962, "loss_cls": 0.2141888418700546, "loss_mask": 0.25456027779728174, "loss_rpn_cls": 0.04261343559483066, "loss_rpn_loc": 0.07560606539482251, "loss_sem_seg": 0.33058163011446595, "lr": 0.02, "mask_rcnn/accuracy": 0.8904571902020881, "mask_rcnn/false_negative": 0.07990652317074068, "mask_rcnn/false_positive": 0.1275243082323381, "roi_head/num_bg_samples": 462.25, "roi_head/num_fg_samples": 49.75, "rpn/num_neg_anchors": 235.75, "rpn/num_pos_anchors": 20.25, "time": 0.5592825720013934, "total_loss": 1.17871580820065} {"data_time": 0.012128933500207495, "eta_seconds": 103959.46374250331, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.3451293759512938, "fast_rcnn/fg_cls_accuracy": 0.5844580983078163, "iteration": 85659, "loss_box_reg": 0.23673430387862027, "loss_cls": 0.23065450019203126, "loss_mask": 0.2556997030042112, "loss_rpn_cls": 0.051038292644079775, "loss_rpn_loc": 0.07662461430300027, "loss_sem_seg": 0.312056977301836, "lr": 0.02, "mask_rcnn/accuracy": 0.8772755289222607, "mask_rcnn/false_negative": 0.11128642135960225, "mask_rcnn/false_positive": 0.13858016237615545, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5655694015003974, "total_loss": 1.1543264529318549} {"data_time": 0.011780780496337684, "eta_seconds": 103948.18470379326, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.39170984455958546, "fast_rcnn/fg_cls_accuracy": 0.5928574487217917, "iteration": 85679, "loss_box_reg": 0.25559671968221664, "loss_cls": 0.23539078794419765, "loss_mask": 0.27802667673677206, "loss_rpn_cls": 0.048513284244108945, "loss_rpn_loc": 0.08392135915346444, "loss_sem_seg": 0.33813732443377376, "lr": 0.02, "mask_rcnn/accuracy": 0.881491058210849, "mask_rcnn/false_negative": 0.10917430873960847, "mask_rcnn/false_positive": 0.131619609694786, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 0.5715794620009547, "total_loss": 1.2716749343962874} {"data_time": 0.013076235496555455, "eta_seconds": 103890.14260313753, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.33284322331460675, "fast_rcnn/fg_cls_accuracy": 0.6424334490740741, "iteration": 85699, "loss_box_reg": 0.25957718398422003, "loss_cls": 0.22693561599589884, "loss_mask": 0.2683253241702914, "loss_rpn_cls": 0.05040521518094465, "loss_rpn_loc": 0.0704050352651393, "loss_sem_seg": 0.36147198360413313, "lr": 0.02, "mask_rcnn/accuracy": 0.886850202870312, "mask_rcnn/false_negative": 0.1138658486981821, "mask_rcnn/false_positive": 0.1159366992427093, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5649390234975726, "total_loss": 1.235117724747397} {"data_time": 0.01255098050023662, "eta_seconds": 103890.83566265902, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.39734366353071393, "fast_rcnn/fg_cls_accuracy": 0.5696759259259259, "iteration": 85719, "loss_box_reg": 0.24194450117647648, "loss_cls": 0.24933333415538073, "loss_mask": 0.2741977907717228, "loss_rpn_cls": 0.053577225015033036, "loss_rpn_loc": 0.08150204492267221, "loss_sem_seg": 0.38887807819992304, "lr": 0.02, "mask_rcnn/accuracy": 0.8866152517708115, "mask_rcnn/false_negative": 0.09949586923130166, "mask_rcnn/false_positive": 0.1286635434105366, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.571644675997959, "total_loss": 1.3284510981175117} {"data_time": 0.013441154002066469, "eta_seconds": 103861.20782022258, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.3292356687898089, "fast_rcnn/fg_cls_accuracy": 0.6397361020982046, "iteration": 85739, "loss_box_reg": 0.22510772035457194, "loss_cls": 0.21764896647073328, "loss_mask": 0.26043824944645166, "loss_rpn_cls": 0.05070580751635134, "loss_rpn_loc": 0.07679981808178127, "loss_sem_seg": 0.3503348887898028, "lr": 0.02, "mask_rcnn/accuracy": 0.8856494010647737, "mask_rcnn/false_negative": 0.08941233085372098, "mask_rcnn/false_positive": 0.1453686132848916, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.5577551759997732, "total_loss": 1.2129148115054704} {"data_time": 0.011816011501650792, "eta_seconds": 103849.9345493926, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.40361111111111114, "fast_rcnn/fg_cls_accuracy": 0.5636730205278593, "iteration": 85759, "loss_box_reg": 0.2659622789360583, "loss_cls": 0.2520099866669625, "loss_mask": 0.27209816686809063, "loss_rpn_cls": 0.05737127046450041, "loss_rpn_loc": 0.09143640450201929, "loss_sem_seg": 0.37623358983546495, "lr": 0.02, "mask_rcnn/accuracy": 0.8893320150304642, "mask_rcnn/false_negative": 0.08267171409851065, "mask_rcnn/false_positive": 0.13080630515380873, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5610377575030725, "total_loss": 1.3135321964218747} {"data_time": 0.013333741499081952, "eta_seconds": 103881.34307394299, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.3205128205128205, "fast_rcnn/fg_cls_accuracy": 0.6707152496626181, "iteration": 85779, "loss_box_reg": 0.23740680934861302, "loss_cls": 0.23465048288926482, "loss_mask": 0.2713586362078786, "loss_rpn_cls": 0.053904090309515595, "loss_rpn_loc": 0.07353912753751501, "loss_sem_seg": 0.37634969339706004, "lr": 0.02, "mask_rcnn/accuracy": 0.8994162665066026, "mask_rcnn/false_negative": 0.09605328783729286, "mask_rcnn/false_positive": 0.12018551172731565, "roi_head/num_bg_samples": 462.5, "roi_head/num_fg_samples": 49.5, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.5696621915012656, "total_loss": 1.277354140067473} {"data_time": 0.013097221501084277, "eta_seconds": 103880.51047153294, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.28327047413793105, "fast_rcnn/fg_cls_accuracy": 0.654772297395606, "iteration": 85799, "loss_box_reg": 0.2460953714326024, "loss_cls": 0.23244516202248633, "loss_mask": 0.2711892784573138, "loss_rpn_cls": 0.0536032693926245, "loss_rpn_loc": 0.09173354000085965, "loss_sem_seg": 0.36781578324735165, "lr": 0.02, "mask_rcnn/accuracy": 0.8848663066229489, "mask_rcnn/false_negative": 0.09266991172205061, "mask_rcnn/false_positive": 0.13032633946226463, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.5659082040001522, "total_loss": 1.299764205206884} {"data_time": 0.013614341500215232, "eta_seconds": 103834.45934840923, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.379795953958842, "fast_rcnn/fg_cls_accuracy": 0.5520194734944104, "iteration": 85819, "loss_box_reg": 0.24605282908305526, "loss_cls": 0.2333184303715825, "loss_mask": 0.26102348137646914, "loss_rpn_cls": 0.049342193189659156, "loss_rpn_loc": 0.07625974249094725, "loss_sem_seg": 0.35077270679175854, "lr": 0.02, "mask_rcnn/accuracy": 0.8761682832473648, "mask_rcnn/false_negative": 0.10474613711360994, "mask_rcnn/false_positive": 0.13278552897390167, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.5655435005028266, "total_loss": 1.227917729629553} {"data_time": 0.013602126498881262, "eta_seconds": 103847.50936017292, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.3934371466748895, "fast_rcnn/fg_cls_accuracy": 0.5068912195777867, "iteration": 85839, "loss_box_reg": 0.25460678176023066, "loss_cls": 0.2462263642810285, "loss_mask": 0.27343534491956234, "loss_rpn_cls": 0.05010615801438689, "loss_rpn_loc": 0.07728633005172014, "loss_sem_seg": 0.3595404578372836, "lr": 0.02, "mask_rcnn/accuracy": 0.8887973027129512, "mask_rcnn/false_negative": 0.10847737833079203, "mask_rcnn/false_positive": 0.11173696470529454, "roi_head/num_bg_samples": 459.25, "roi_head/num_fg_samples": 52.75, "rpn/num_neg_anchors": 235.75, "rpn/num_pos_anchors": 20.25, "time": 0.5724851010018028, "total_loss": 1.2644265451817773} {"data_time": 0.013590872000349918, "eta_seconds": 103836.23145558289, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.3676944971537002, "fast_rcnn/fg_cls_accuracy": 0.5825771324863884, "iteration": 85859, "loss_box_reg": 0.25049784127622843, "loss_cls": 0.22832162166014314, "loss_mask": 0.2689554551616311, "loss_rpn_cls": 0.04455181574667222, "loss_rpn_loc": 0.07661357315373607, "loss_sem_seg": 0.3879857794381678, "lr": 0.02, "mask_rcnn/accuracy": 0.8786819727891156, "mask_rcnn/false_negative": 0.10372202970000222, "mask_rcnn/false_positive": 0.15244237958304785, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5754247294971719, "total_loss": 1.2290321658656467} {"data_time": 0.013051403999270406, "eta_seconds": 103788.67692650764, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.2994031830238727, "fast_rcnn/fg_cls_accuracy": 0.6359185541066118, "iteration": 85879, "loss_box_reg": 0.22048806259408593, "loss_cls": 0.23029053630307317, "loss_mask": 0.2621523719280958, "loss_rpn_cls": 0.04687120635935571, "loss_rpn_loc": 0.07269071938935667, "loss_sem_seg": 0.35806437116116285, "lr": 0.02, "mask_rcnn/accuracy": 0.8802145059679697, "mask_rcnn/false_negative": 0.07828037907689178, "mask_rcnn/false_positive": 0.10857271926506716, "roi_head/num_bg_samples": 456.25, "roi_head/num_fg_samples": 55.75, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5602283325024473, "total_loss": 1.1916061686642934} {"data_time": 0.012343358997895848, "eta_seconds": 103695.4504942291, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.39052287581699346, "fast_rcnn/fg_cls_accuracy": 0.5440619956591908, "iteration": 85899, "loss_box_reg": 0.23828566819429398, "loss_cls": 0.22362357610836625, "loss_mask": 0.26570234820246696, "loss_rpn_cls": 0.047579668593243696, "loss_rpn_loc": 0.09040438155352604, "loss_sem_seg": 0.3639719292987138, "lr": 0.02, "mask_rcnn/accuracy": 0.886245104102247, "mask_rcnn/false_negative": 0.09223261969684762, "mask_rcnn/false_positive": 0.13988946845159572, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5539770739997039, "total_loss": 1.182731190972845} {"data_time": 0.01295215150094009, "eta_seconds": 103728.40951308695, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.39334832055011903, "fast_rcnn/fg_cls_accuracy": 0.5834534967555876, "iteration": 85919, "loss_box_reg": 0.2204825864173472, "loss_cls": 0.21734521235339344, "loss_mask": 0.2595944395288825, "loss_rpn_cls": 0.04457012709463015, "loss_rpn_loc": 0.07883538297028281, "loss_sem_seg": 0.38537579122930765, "lr": 0.02, "mask_rcnn/accuracy": 0.8996908263863581, "mask_rcnn/false_negative": 0.08560947725316259, "mask_rcnn/false_positive": 0.11509517141085188, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5686393325013341, "total_loss": 1.1982549746753648} {"data_time": 0.012692994001554325, "eta_seconds": 103652.54150633879, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3573734504132231, "fast_rcnn/fg_cls_accuracy": 0.5971858981064966, "iteration": 85939, "loss_box_reg": 0.24118640762753785, "loss_cls": 0.2104364288970828, "loss_mask": 0.26425198558717966, "loss_rpn_cls": 0.05256701586768031, "loss_rpn_loc": 0.08153924986254424, "loss_sem_seg": 0.356062107719481, "lr": 0.02, "mask_rcnn/accuracy": 0.9015525565064735, "mask_rcnn/false_negative": 0.07922865794733107, "mask_rcnn/false_positive": 0.11020265828200479, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5556545510007709, "total_loss": 1.252342093794141} {"data_time": 0.01288202749856282, "eta_seconds": 103679.26895483787, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.39936708860759496, "fast_rcnn/fg_cls_accuracy": 0.5570719602977667, "iteration": 85959, "loss_box_reg": 0.2263947962783277, "loss_cls": 0.22121761715970933, "loss_mask": 0.2568742660805583, "loss_rpn_cls": 0.05009379796683788, "loss_rpn_loc": 0.06439398424117826, "loss_sem_seg": 0.321534669958055, "lr": 0.02, "mask_rcnn/accuracy": 0.9072520648195124, "mask_rcnn/false_negative": 0.09296929135132441, "mask_rcnn/false_positive": 0.10846756167302665, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5693210194986023, "total_loss": 1.18553592581884} {"data_time": 0.012821083000744693, "eta_seconds": 103668.0019796579, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.3005610098176718, "fast_rcnn/fg_cls_accuracy": 0.6121019108280255, "iteration": 85979, "loss_box_reg": 0.23699729144573212, "loss_cls": 0.22092994558624923, "loss_mask": 0.26925626024603844, "loss_rpn_cls": 0.049933648435398936, "loss_rpn_loc": 0.07904189126566052, "loss_sem_seg": 0.35661246813833714, "lr": 0.02, "mask_rcnn/accuracy": 0.8893589174800355, "mask_rcnn/false_negative": 0.1145112636399039, "mask_rcnn/false_positive": 0.11373416863930222, "roi_head/num_bg_samples": 466.75, "roi_head/num_fg_samples": 45.25, "rpn/num_neg_anchors": 236.25, "rpn/num_pos_anchors": 19.75, "time": 0.5701428165011748, "total_loss": 1.1919898175401613} {"data_time": 0.013031999002123484, "eta_seconds": 103746.79475409878, "fast_rcnn/cls_accuracy": 0.9111328125, "fast_rcnn/false_negative": 0.4737404580152672, "fast_rcnn/fg_cls_accuracy": 0.48792294807370185, "iteration": 85999, "loss_box_reg": 0.2630433919839561, "loss_cls": 0.23381266463547945, "loss_mask": 0.27738834638148546, "loss_rpn_cls": 0.05321526079205796, "loss_rpn_loc": 0.08191135316155851, "loss_sem_seg": 0.3210442257113755, "lr": 0.02, "mask_rcnn/accuracy": 0.8572569225437687, "mask_rcnn/false_negative": 0.1277426646774618, "mask_rcnn/false_positive": 0.1462569757532392, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5815318519998982, "total_loss": 1.2494798399857245} {"data_time": 0.01143318799950066, "eta_seconds": 103735.5179898688, "fast_rcnn/cls_accuracy": 0.90869140625, "fast_rcnn/false_negative": 0.3958534130094883, "fast_rcnn/fg_cls_accuracy": 0.5640788295013437, "iteration": 86019, "loss_box_reg": 0.24206886906176805, "loss_cls": 0.2376539276447147, "loss_mask": 0.25925388978794217, "loss_rpn_cls": 0.04156746034277603, "loss_rpn_loc": 0.06871284078806639, "loss_sem_seg": 0.3506071581505239, "lr": 0.02, "mask_rcnn/accuracy": 0.8736793694317828, "mask_rcnn/false_negative": 0.09794120854886734, "mask_rcnn/false_positive": 0.15748201118386695, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.5553534175014647, "total_loss": 1.2296196117822547} {"data_time": 0.013184621497202897, "eta_seconds": 103765.63677459687, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.4025646794150731, "fast_rcnn/fg_cls_accuracy": 0.5816872890888638, "iteration": 86039, "loss_box_reg": 0.23084200266748667, "loss_cls": 0.2390141193754971, "loss_mask": 0.27925578970462084, "loss_rpn_cls": 0.049230616190470755, "loss_rpn_loc": 0.08502867224160582, "loss_sem_seg": 0.33605958614498377, "lr": 0.02, "mask_rcnn/accuracy": 0.872275116943329, "mask_rcnn/false_negative": 0.10315004308516636, "mask_rcnn/false_positive": 0.13727486715579604, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.5696474409996881, "total_loss": 1.2723702092771418} {"data_time": 0.012130267499742331, "eta_seconds": 103712.96446140882, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.4399236641221374, "fast_rcnn/fg_cls_accuracy": 0.5229741632413388, "iteration": 86059, "loss_box_reg": 0.2322459565475583, "loss_cls": 0.21606311039067805, "loss_mask": 0.26078463811427355, "loss_rpn_cls": 0.04185019375290722, "loss_rpn_loc": 0.07238669731304981, "loss_sem_seg": 0.3560749003663659, "lr": 0.02, "mask_rcnn/accuracy": 0.8829640037097171, "mask_rcnn/false_negative": 0.09631625376469576, "mask_rcnn/false_positive": 0.1307846514326552, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5585161350027192, "total_loss": 1.2386205530492589} {"data_time": 0.01283405750291422, "eta_seconds": 103701.68769717883, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.36403787999363363, "fast_rcnn/fg_cls_accuracy": 0.557973897819513, "iteration": 86079, "loss_box_reg": 0.23916187463328242, "loss_cls": 0.2340575074777007, "loss_mask": 0.26786430831998587, "loss_rpn_cls": 0.05241488938918337, "loss_rpn_loc": 0.0878234512056224, "loss_sem_seg": 0.36919340025633574, "lr": 0.02, "mask_rcnn/accuracy": 0.8889454963328205, "mask_rcnn/false_negative": 0.10160270400475474, "mask_rcnn/false_positive": 0.12357337623479175, "roi_head/num_bg_samples": 456.5, "roi_head/num_fg_samples": 55.5, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5610794280000846, "total_loss": 1.2573946896009147} {"data_time": 0.012009936002868926, "eta_seconds": 103753.72961119477, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.3248062015503876, "fast_rcnn/fg_cls_accuracy": 0.5758317786069651, "iteration": 86099, "loss_box_reg": 0.24868415063247085, "loss_cls": 0.23847383726388216, "loss_mask": 0.2603418901562691, "loss_rpn_cls": 0.04906826565274969, "loss_rpn_loc": 0.0783659708686173, "loss_sem_seg": 0.3258256781846285, "lr": 0.02, "mask_rcnn/accuracy": 0.8886273096478174, "mask_rcnn/false_negative": 0.08972713768444603, "mask_rcnn/false_positive": 0.1318930582060764, "roi_head/num_bg_samples": 429.25, "roi_head/num_fg_samples": 82.75, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.563193317000696, "total_loss": 1.2311824261851143} {"data_time": 0.012495685998146655, "eta_seconds": 103762.35889282473, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.27925561434015317, "fast_rcnn/fg_cls_accuracy": 0.6927596062241982, "iteration": 86119, "loss_box_reg": 0.22667438304051757, "loss_cls": 0.2140868417918682, "loss_mask": 0.2684427350759506, "loss_rpn_cls": 0.04084856016561389, "loss_rpn_loc": 0.07159230914840009, "loss_sem_seg": 0.3281642058864236, "lr": 0.02, "mask_rcnn/accuracy": 0.8984789166142799, "mask_rcnn/false_negative": 0.09347070177704256, "mask_rcnn/false_positive": 0.11791776596025952, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5584989464987302, "total_loss": 1.19176433730172} {"data_time": 0.011880399997608038, "eta_seconds": 103751.07307657479, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.3147815141161662, "fast_rcnn/fg_cls_accuracy": 0.5997122819636755, "iteration": 86139, "loss_box_reg": 0.23533607658464462, "loss_cls": 0.2249951451085508, "loss_mask": 0.2694121263921261, "loss_rpn_cls": 0.04252408192769508, "loss_rpn_loc": 0.06515891719027422, "loss_sem_seg": 0.35893162596039474, "lr": 0.02, "mask_rcnn/accuracy": 0.9036195399212317, "mask_rcnn/false_negative": 0.10063505555299739, "mask_rcnn/false_positive": 0.1082770918337398, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5641880974981177, "total_loss": 1.2317110308504198} {"data_time": 0.013942359004431637, "eta_seconds": 103829.49422341079, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3706674473067916, "fast_rcnn/fg_cls_accuracy": 0.6034956422887457, "iteration": 86159, "loss_box_reg": 0.2276937160640955, "loss_cls": 0.21215707156807184, "loss_mask": 0.2558726407587528, "loss_rpn_cls": 0.041879282565787435, "loss_rpn_loc": 0.06790488411206752, "loss_sem_seg": 0.3244761638343334, "lr": 0.02, "mask_rcnn/accuracy": 0.8924223600562886, "mask_rcnn/false_negative": 0.08522457348557484, "mask_rcnn/false_positive": 0.1377107434656335, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5757472215009329, "total_loss": 1.1750528983138793} {"data_time": 0.012120334504288621, "eta_seconds": 103848.37644926645, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.34052936311000825, "fast_rcnn/fg_cls_accuracy": 0.6052204390333886, "iteration": 86179, "loss_box_reg": 0.2296789160463959, "loss_cls": 0.21794411743758246, "loss_mask": 0.2619549324735999, "loss_rpn_cls": 0.04839279205771163, "loss_rpn_loc": 0.09135817392962053, "loss_sem_seg": 0.32828437397256494, "lr": 0.02, "mask_rcnn/accuracy": 0.8853855476357342, "mask_rcnn/false_negative": 0.10091022793658205, "mask_rcnn/false_positive": 0.13128757264999208, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5690953455014096, "total_loss": 1.2105763325380394} {"data_time": 0.013017540499276947, "eta_seconds": 103865.83895488028, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.31836734693877555, "fast_rcnn/fg_cls_accuracy": 0.6054658182411486, "iteration": 86199, "loss_box_reg": 0.2402994390577078, "loss_cls": 0.2298152397852391, "loss_mask": 0.25894153071567416, "loss_rpn_cls": 0.048474225448444486, "loss_rpn_loc": 0.07458960748044774, "loss_sem_seg": 0.3346062460914254, "lr": 0.02, "mask_rcnn/accuracy": 0.8969966660924314, "mask_rcnn/false_negative": 0.08165532976848792, "mask_rcnn/false_positive": 0.14761093795683922, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.582086951500969, "total_loss": 1.1938483907433692} {"data_time": 0.012441937004041392, "eta_seconds": 103863.51944619864, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.38477633477633477, "fast_rcnn/fg_cls_accuracy": 0.596774193548387, "iteration": 86219, "loss_box_reg": 0.23301753401756287, "loss_cls": 0.22661473834887147, "loss_mask": 0.25581741612404585, "loss_rpn_cls": 0.03703566009062342, "loss_rpn_loc": 0.0655006660381332, "loss_sem_seg": 0.3542824760079384, "lr": 0.02, "mask_rcnn/accuracy": 0.8935106431115112, "mask_rcnn/false_negative": 0.09931903790422783, "mask_rcnn/false_positive": 0.1291670803361548, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5533004925018759, "total_loss": 1.185165004862938} {"data_time": 0.012872266001068056, "eta_seconds": 103777.3572107671, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.40596816976127326, "fast_rcnn/fg_cls_accuracy": 0.5583417764268828, "iteration": 86239, "loss_box_reg": 0.2510939366184175, "loss_cls": 0.23287089401856065, "loss_mask": 0.26079179532825947, "loss_rpn_cls": 0.043112101033329964, "loss_rpn_loc": 0.07547220782726072, "loss_sem_seg": 0.3393941312097013, "lr": 0.02, "mask_rcnn/accuracy": 0.8783368496769777, "mask_rcnn/false_negative": 0.12380075587116965, "mask_rcnn/false_positive": 0.1167630648846894, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5571833419999166, "total_loss": 1.2353157217585249} {"data_time": 0.013052577000053134, "eta_seconds": 103777.83596455258, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3527612647540277, "fast_rcnn/fg_cls_accuracy": 0.5840119165839126, "iteration": 86259, "loss_box_reg": 0.2462620297446847, "loss_cls": 0.23560715024359524, "loss_mask": 0.26705892011523247, "loss_rpn_cls": 0.05170838441699743, "loss_rpn_loc": 0.09200356528162956, "loss_sem_seg": 0.33713401947170496, "lr": 0.02, "mask_rcnn/accuracy": 0.8721204007396609, "mask_rcnn/false_negative": 0.10412632545852414, "mask_rcnn/false_positive": 0.1544518198783547, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5607759814993187, "total_loss": 1.233533532882575} {"data_time": 0.012602367001818493, "eta_seconds": 103807.62676902904, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.3496561132268516, "fast_rcnn/fg_cls_accuracy": 0.5243864554209382, "iteration": 86279, "loss_box_reg": 0.22672151564620435, "loss_cls": 0.21498181950300932, "loss_mask": 0.2568477764725685, "loss_rpn_cls": 0.0577185767760966, "loss_rpn_loc": 0.08552737685386091, "loss_sem_seg": 0.3858054974116385, "lr": 0.02, "mask_rcnn/accuracy": 0.8961142021138535, "mask_rcnn/false_negative": 0.0940322820996065, "mask_rcnn/false_positive": 0.11139809980760748, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5626355849999527, "total_loss": 1.263182380280341} {"data_time": 0.012658314502914436, "eta_seconds": 103775.73267080207, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.415530303030303, "fast_rcnn/fg_cls_accuracy": 0.5393939393939393, "iteration": 86299, "loss_box_reg": 0.24134152568876743, "loss_cls": 0.226522084325552, "loss_mask": 0.2636122526600957, "loss_rpn_cls": 0.04486968129640445, "loss_rpn_loc": 0.07956992054823786, "loss_sem_seg": 0.3714299558196217, "lr": 0.02, "mask_rcnn/accuracy": 0.8841537437343359, "mask_rcnn/false_negative": 0.10202818237112646, "mask_rcnn/false_positive": 0.11396682763709579, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.5577309414984484, "total_loss": 1.2471988705801778} {"data_time": 0.012638844000321114, "eta_seconds": 103764.43434007216, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.475685634891869, "fast_rcnn/fg_cls_accuracy": 0.4984986439364587, "iteration": 86319, "loss_box_reg": 0.2496534837409854, "loss_cls": 0.2304807654581964, "loss_mask": 0.26637900434434414, "loss_rpn_cls": 0.058871963803539984, "loss_rpn_loc": 0.0943023344152607, "loss_sem_seg": 0.3326067621819675, "lr": 0.02, "mask_rcnn/accuracy": 0.8844006873582766, "mask_rcnn/false_negative": 0.10174222040462344, "mask_rcnn/false_positive": 0.12694866929334375, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5539982074988075, "total_loss": 1.2511498738749651} {"data_time": 0.012633742499019718, "eta_seconds": 103679.73919706319, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.4716358632767301, "fast_rcnn/fg_cls_accuracy": 0.4713109354413702, "iteration": 86339, "loss_box_reg": 0.23931668931618333, "loss_cls": 0.21820469293743372, "loss_mask": 0.27672123443335295, "loss_rpn_cls": 0.050199275196064264, "loss_rpn_loc": 0.08228192874230444, "loss_sem_seg": 0.3501674847211689, "lr": 0.02, "mask_rcnn/accuracy": 0.8617151406016952, "mask_rcnn/false_negative": 0.1022130298025867, "mask_rcnn/false_positive": 0.15727306315545275, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5450220149978122, "total_loss": 1.2272056448855437} {"data_time": 0.011528084996825783, "eta_seconds": 103709.58829970713, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.37298365559235125, "fast_rcnn/fg_cls_accuracy": 0.6078142076502733, "iteration": 86359, "loss_box_reg": 0.22403871826827526, "loss_cls": 0.22526059625670314, "loss_mask": 0.26211403124034405, "loss_rpn_cls": 0.04847813068772666, "loss_rpn_loc": 0.0724316643900238, "loss_sem_seg": 0.3579380726441741, "lr": 0.02, "mask_rcnn/accuracy": 0.8963065661047027, "mask_rcnn/false_negative": 0.08604586238577422, "mask_rcnn/false_positive": 0.1344285526533331, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5753986204981629, "total_loss": 1.2065011071099434} {"data_time": 0.01243810400046641, "eta_seconds": 103730.53934788241, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.32901057841614906, "fast_rcnn/fg_cls_accuracy": 0.6319875776397516, "iteration": 86379, "loss_box_reg": 0.2416409740690142, "loss_cls": 0.2379077821969986, "loss_mask": 0.2697915080934763, "loss_rpn_cls": 0.0505429104086943, "loss_rpn_loc": 0.0835049539746251, "loss_sem_seg": 0.3478746498003602, "lr": 0.02, "mask_rcnn/accuracy": 0.9008265295086237, "mask_rcnn/false_negative": 0.09689722872677181, "mask_rcnn/false_positive": 0.08451180530461201, "roi_head/num_bg_samples": 456.75, "roi_head/num_fg_samples": 55.25, "rpn/num_neg_anchors": 238.25, "rpn/num_pos_anchors": 17.75, "time": 0.5632405360011035, "total_loss": 1.2709309932542965} {"data_time": 0.012146191002102569, "eta_seconds": 103686.99866268714, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.37306397306397304, "fast_rcnn/fg_cls_accuracy": 0.6025691699604743, "iteration": 86399, "loss_box_reg": 0.23032148741185665, "loss_cls": 0.23538482398726046, "loss_mask": 0.26228679064661264, "loss_rpn_cls": 0.04747216968098655, "loss_rpn_loc": 0.07352541602449492, "loss_sem_seg": 0.32353312987834215, "lr": 0.02, "mask_rcnn/accuracy": 0.8959182991925063, "mask_rcnn/false_negative": 0.1003214046767524, "mask_rcnn/false_positive": 0.1117633285039509, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5551520445042115, "total_loss": 1.200296943410649} {"data_time": 0.0117439444984484, "eta_seconds": 103613.36570273672, "fast_rcnn/cls_accuracy": 0.91357421875, "fast_rcnn/false_negative": 0.3699902248289345, "fast_rcnn/fg_cls_accuracy": 0.5334418604651163, "iteration": 86419, "loss_box_reg": 0.238840667065233, "loss_cls": 0.21288235671818256, "loss_mask": 0.2582886195741594, "loss_rpn_cls": 0.04335755773354322, "loss_rpn_loc": 0.06464360759127885, "loss_sem_seg": 0.325706432107836, "lr": 0.02, "mask_rcnn/accuracy": 0.8806896135077407, "mask_rcnn/false_negative": 0.09267581587413494, "mask_rcnn/false_positive": 0.15885365678533914, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5622917440014135, "total_loss": 1.1704490904230624} {"data_time": 0.013340821999008767, "eta_seconds": 103514.50898265307, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.34354269583627384, "fast_rcnn/fg_cls_accuracy": 0.592183416488477, "iteration": 86439, "loss_box_reg": 0.2144271214492619, "loss_cls": 0.19769835378974676, "loss_mask": 0.24953650077804923, "loss_rpn_cls": 0.04414710754645057, "loss_rpn_loc": 0.07773169194115326, "loss_sem_seg": 0.3455432206392288, "lr": 0.02, "mask_rcnn/accuracy": 0.9031952945112471, "mask_rcnn/false_negative": 0.08252333334118898, "mask_rcnn/false_positive": 0.10867017976693369, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.549457112501841, "total_loss": 1.1402337262406945} {"data_time": 0.01218608400085941, "eta_seconds": 103462.21321306546, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.4271212121212121, "fast_rcnn/fg_cls_accuracy": 0.5587438189425638, "iteration": 86459, "loss_box_reg": 0.23693152470514178, "loss_cls": 0.23520502680912614, "loss_mask": 0.26727813947945833, "loss_rpn_cls": 0.05544169316999614, "loss_rpn_loc": 0.0820000302628614, "loss_sem_seg": 0.3904223656281829, "lr": 0.02, "mask_rcnn/accuracy": 0.8767119020953329, "mask_rcnn/false_negative": 0.11229949199025627, "mask_rcnn/false_positive": 0.1251555638159213, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 203.5, "rpn/num_pos_anchors": 52.5, "time": 0.5638318889978109, "total_loss": 1.2696744283312} {"data_time": 0.012942844503413653, "eta_seconds": 103491.95201053315, "fast_rcnn/cls_accuracy": 0.9072265625, "fast_rcnn/false_negative": 0.4081585081585082, "fast_rcnn/fg_cls_accuracy": 0.5794871794871794, "iteration": 86479, "loss_box_reg": 0.23305760230869055, "loss_cls": 0.21388266794383526, "loss_mask": 0.26414382085204124, "loss_rpn_cls": 0.047627783205825835, "loss_rpn_loc": 0.07824209204409271, "loss_sem_seg": 0.4327331609092653, "lr": 0.02, "mask_rcnn/accuracy": 0.8842544536971877, "mask_rcnn/false_negative": 0.09508167164574238, "mask_rcnn/false_positive": 0.15346717997198028, "roi_head/num_bg_samples": 428.0, "roi_head/num_fg_samples": 84.0, "rpn/num_neg_anchors": 202.25, "rpn/num_pos_anchors": 53.75, "time": 0.5710416699985217, "total_loss": 1.2675064856593963} {"data_time": 0.013226476501586149, "eta_seconds": 103498.80663482811, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.3346467391304348, "fast_rcnn/fg_cls_accuracy": 0.6323325163398693, "iteration": 86499, "loss_box_reg": 0.25008007627911866, "loss_cls": 0.20924069546163082, "loss_mask": 0.27150022611021996, "loss_rpn_cls": 0.040321275766473264, "loss_rpn_loc": 0.08126105333212763, "loss_sem_seg": 0.3667901484295726, "lr": 0.02, "mask_rcnn/accuracy": 0.8855003512970546, "mask_rcnn/false_negative": 0.0946383885773814, "mask_rcnn/false_positive": 0.12717795657729458, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5690202725018025, "total_loss": 1.229194997518789} {"data_time": 0.012179813998955069, "eta_seconds": 103492.62043087801, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.33781960097749575, "fast_rcnn/fg_cls_accuracy": 0.6197705207413945, "iteration": 86519, "loss_box_reg": 0.2695896802470088, "loss_cls": 0.24700178345665336, "loss_mask": 0.27376607805490494, "loss_rpn_cls": 0.05449999499251135, "loss_rpn_loc": 0.07922083151061088, "loss_sem_seg": 0.33573716040700674, "lr": 0.02, "mask_rcnn/accuracy": 0.8897140950974984, "mask_rcnn/false_negative": 0.10165822411799028, "mask_rcnn/false_positive": 0.11118743885072645, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5779254534973006, "total_loss": 1.2732100027496926} {"data_time": 0.011872074999700999, "eta_seconds": 103458.11655235325, "fast_rcnn/cls_accuracy": 0.88916015625, "fast_rcnn/false_negative": 0.42243250576583913, "fast_rcnn/fg_cls_accuracy": 0.4910799077465744, "iteration": 86539, "loss_box_reg": 0.25379535905085504, "loss_cls": 0.24356810934841633, "loss_mask": 0.2766068549826741, "loss_rpn_cls": 0.05798649461939931, "loss_rpn_loc": 0.08353161858394742, "loss_sem_seg": 0.3456064173951745, "lr": 0.02, "mask_rcnn/accuracy": 0.8635567503054437, "mask_rcnn/false_negative": 0.11206098979986395, "mask_rcnn/false_positive": 0.1374742793839634, "roi_head/num_bg_samples": 424.75, "roi_head/num_fg_samples": 87.25, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.5585249705036404, "total_loss": 1.291651680086943} {"data_time": 0.012172229999123374, "eta_seconds": 103405.84313051548, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.33644977360389067, "fast_rcnn/fg_cls_accuracy": 0.6099057637519176, "iteration": 86559, "loss_box_reg": 0.23391836415976286, "loss_cls": 0.2284801418427378, "loss_mask": 0.26914423424750566, "loss_rpn_cls": 0.04438005550764501, "loss_rpn_loc": 0.0821308129816316, "loss_sem_seg": 0.34590828185901046, "lr": 0.02, "mask_rcnn/accuracy": 0.8846151456605522, "mask_rcnn/false_negative": 0.11182366575158983, "mask_rcnn/false_positive": 0.11455714626138994, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5624158874998102, "total_loss": 1.190455369578558} {"data_time": 0.01315208499727305, "eta_seconds": 103394.56911400548, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3333333333333333, "fast_rcnn/fg_cls_accuracy": 0.609826030927835, "iteration": 86579, "loss_box_reg": 0.23628575215116143, "loss_cls": 0.23576306737959385, "loss_mask": 0.26601876225322485, "loss_rpn_cls": 0.050231315137352794, "loss_rpn_loc": 0.07446645630989224, "loss_sem_seg": 0.36313816206529737, "lr": 0.02, "mask_rcnn/accuracy": 0.8736358164189588, "mask_rcnn/false_negative": 0.08503908881394508, "mask_rcnn/false_positive": 0.13237919549346577, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.559881047502131, "total_loss": 1.2104796222411096} {"data_time": 0.012372117504128255, "eta_seconds": 103383.29509749549, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.4652486910994764, "fast_rcnn/fg_cls_accuracy": 0.48737373737373735, "iteration": 86599, "loss_box_reg": 0.2531721955165267, "loss_cls": 0.23074885457754135, "loss_mask": 0.26474909111857414, "loss_rpn_cls": 0.05264613311737776, "loss_rpn_loc": 0.07592377375112846, "loss_sem_seg": 0.37957994965836406, "lr": 0.02, "mask_rcnn/accuracy": 0.8806687419580761, "mask_rcnn/false_negative": 0.09713616165795476, "mask_rcnn/false_positive": 0.14071033094715069, "roi_head/num_bg_samples": 458.0, "roi_head/num_fg_samples": 54.0, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5706118029993377, "total_loss": 1.2229291058611125} {"data_time": 0.012405843997839838, "eta_seconds": 103423.58616806904, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.334158906280959, "fast_rcnn/fg_cls_accuracy": 0.6658410937190411, "iteration": 86619, "loss_box_reg": 0.25156715465709567, "loss_cls": 0.220093501964584, "loss_mask": 0.27381376177072525, "loss_rpn_cls": 0.05377866554772481, "loss_rpn_loc": 0.07112904061796144, "loss_sem_seg": 0.32671175710856915, "lr": 0.02, "mask_rcnn/accuracy": 0.8955166276246076, "mask_rcnn/false_negative": 0.0916915447391306, "mask_rcnn/false_positive": 0.12619856137747598, "roi_head/num_bg_samples": 455.5, "roi_head/num_fg_samples": 56.5, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.5680446414990001, "total_loss": 1.2116531358333305} {"data_time": 0.013262754000606947, "eta_seconds": 103460.73950205209, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.3742222698991633, "fast_rcnn/fg_cls_accuracy": 0.5972967174426089, "iteration": 86639, "loss_box_reg": 0.22750104521401227, "loss_cls": 0.20907821971923113, "loss_mask": 0.25821811333298683, "loss_rpn_cls": 0.04050390070187859, "loss_rpn_loc": 0.07836415769997984, "loss_sem_seg": 0.310375798959285, "lr": 0.02, "mask_rcnn/accuracy": 0.8882136004584984, "mask_rcnn/false_negative": 0.11156159722061613, "mask_rcnn/false_positive": 0.10989504092787086, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5743365194975922, "total_loss": 1.105195941257989} {"data_time": 0.012291131999518257, "eta_seconds": 103449.45457892209, "fast_rcnn/cls_accuracy": 0.9013671875, "fast_rcnn/false_negative": 0.3756890999399596, "fast_rcnn/fg_cls_accuracy": 0.5958389933509687, "iteration": 86659, "loss_box_reg": 0.256536902859807, "loss_cls": 0.25285563874058425, "loss_mask": 0.27522370452061296, "loss_rpn_cls": 0.05097869486780837, "loss_rpn_loc": 0.0731922756676795, "loss_sem_seg": 0.34375389479100704, "lr": 0.02, "mask_rcnn/accuracy": 0.8777230327970734, "mask_rcnn/false_negative": 0.10886504173712187, "mask_rcnn/false_positive": 0.14223429546273209, "roi_head/num_bg_samples": 428.5, "roi_head/num_fg_samples": 83.5, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.5711509290013055, "total_loss": 1.2392623774940148} {"data_time": 0.012060996501531918, "eta_seconds": 103438.16965579208, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.423398375627675, "fast_rcnn/fg_cls_accuracy": 0.5191681042744872, "iteration": 86679, "loss_box_reg": 0.22865011636167765, "loss_cls": 0.2305208556354046, "loss_mask": 0.2597486525774002, "loss_rpn_cls": 0.04133738894597627, "loss_rpn_loc": 0.06706710686557926, "loss_sem_seg": 0.3376280553638935, "lr": 0.02, "mask_rcnn/accuracy": 0.8939932304090468, "mask_rcnn/false_negative": 0.09722250742568468, "mask_rcnn/false_positive": 0.12910657366086237, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5680580484986422, "total_loss": 1.2005322318291292} {"data_time": 0.013451214002998313, "eta_seconds": 103436.5238906629, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3615584415584416, "fast_rcnn/fg_cls_accuracy": 0.556060606060606, "iteration": 86699, "loss_box_reg": 0.22872362425550818, "loss_cls": 0.22296838369220495, "loss_mask": 0.2623094441369176, "loss_rpn_cls": 0.04689605053863488, "loss_rpn_loc": 0.08359048649435863, "loss_sem_seg": 0.3083416654262692, "lr": 0.02, "mask_rcnn/accuracy": 0.8967185528262478, "mask_rcnn/false_negative": 0.08346419461090815, "mask_rcnn/false_positive": 0.13903180404898358, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 234.5, "rpn/num_pos_anchors": 21.5, "time": 0.5735837735010136, "total_loss": 1.1818110526073724} {"data_time": 0.013448920497467043, "eta_seconds": 103415.52310670298, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.32166466346153844, "fast_rcnn/fg_cls_accuracy": 0.6483516483516484, "iteration": 86719, "loss_box_reg": 0.24819374876096845, "loss_cls": 0.22122668847441673, "loss_mask": 0.27513760700821877, "loss_rpn_cls": 0.05407201612251811, "loss_rpn_loc": 0.09606933576287702, "loss_sem_seg": 0.3424347285181284, "lr": 0.02, "mask_rcnn/accuracy": 0.8958296968110124, "mask_rcnn/false_negative": 0.0955020132379924, "mask_rcnn/false_positive": 0.1172563424058516, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.5632008274988038, "total_loss": 1.2717333621694706} {"data_time": 0.013335634001123253, "eta_seconds": 103417.31111505003, "fast_rcnn/cls_accuracy": 0.96044921875, "fast_rcnn/false_negative": 0.348266800150169, "fast_rcnn/fg_cls_accuracy": 0.6273644388398487, "iteration": 86739, "loss_box_reg": 0.23593306355178356, "loss_cls": 0.23200067388825119, "loss_mask": 0.2700566342100501, "loss_rpn_cls": 0.04735972621710971, "loss_rpn_loc": 0.07333521102555096, "loss_sem_seg": 0.3525788357947022, "lr": 0.02, "mask_rcnn/accuracy": 0.8819452231442028, "mask_rcnn/false_negative": 0.11559617332262448, "mask_rcnn/false_positive": 0.13209531707807326, "roi_head/num_bg_samples": 458.75, "roi_head/num_fg_samples": 53.25, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5658766645028663, "total_loss": 1.1807054260571022} {"data_time": 0.01298323799710488, "eta_seconds": 103428.1609275792, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.4231881926056683, "fast_rcnn/fg_cls_accuracy": 0.5386762360446571, "iteration": 86759, "loss_box_reg": 0.24217892135493457, "loss_cls": 0.22710400307551026, "loss_mask": 0.2691072169691324, "loss_rpn_cls": 0.05081532962503843, "loss_rpn_loc": 0.08037805040657986, "loss_sem_seg": 0.3490944318473339, "lr": 0.02, "mask_rcnn/accuracy": 0.8725857475857476, "mask_rcnn/false_negative": 0.09010025099531388, "mask_rcnn/false_positive": 0.164641948513626, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5631227214980754, "total_loss": 1.2205565513286274} {"data_time": 0.012836494996008696, "eta_seconds": 103414.29736548704, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.4213169642857143, "fast_rcnn/fg_cls_accuracy": 0.5490224657960199, "iteration": 86779, "loss_box_reg": 0.24850961694028229, "loss_cls": 0.21557429432868958, "loss_mask": 0.260434971190989, "loss_rpn_cls": 0.05148137017386034, "loss_rpn_loc": 0.07847298700653482, "loss_sem_seg": 0.3216724134981632, "lr": 0.02, "mask_rcnn/accuracy": 0.8726816740209598, "mask_rcnn/false_negative": 0.10901720980551788, "mask_rcnn/false_positive": 0.14762980165685768, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5667310514982091, "total_loss": 1.1652519200579263} {"data_time": 0.011518651997903362, "eta_seconds": 103352.6421711873, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.32304347826086954, "fast_rcnn/fg_cls_accuracy": 0.6520989357508868, "iteration": 86799, "loss_box_reg": 0.2180196102708578, "loss_cls": 0.21220603794790804, "loss_mask": 0.2634491240605712, "loss_rpn_cls": 0.05440171938971616, "loss_rpn_loc": 0.07791181595530361, "loss_sem_seg": 0.37011992977932096, "lr": 0.02, "mask_rcnn/accuracy": 0.8861213517226526, "mask_rcnn/false_negative": 0.0959636143414902, "mask_rcnn/false_positive": 0.1251722485618484, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5526008715023636, "total_loss": 1.1813985189364757} {"data_time": 0.012577470501128118, "eta_seconds": 103359.0985329028, "fast_rcnn/cls_accuracy": 0.91162109375, "fast_rcnn/false_negative": 0.36229271809661134, "fast_rcnn/fg_cls_accuracy": 0.6080732090725354, "iteration": 86819, "loss_box_reg": 0.2403730726800859, "loss_cls": 0.22305841161869466, "loss_mask": 0.2750112060457468, "loss_rpn_cls": 0.049903908555279486, "loss_rpn_loc": 0.08362219610717148, "loss_sem_seg": 0.34597243648022413, "lr": 0.02, "mask_rcnn/accuracy": 0.8657787736491763, "mask_rcnn/false_negative": 0.12444223742673226, "mask_rcnn/false_positive": 0.15125493189505507, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5720993005015771, "total_loss": 1.2284947396547068} {"data_time": 0.012564476499392185, "eta_seconds": 103299.5101244387, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.32974406991260924, "fast_rcnn/fg_cls_accuracy": 0.6143867924528301, "iteration": 86839, "loss_box_reg": 0.2200267391745001, "loss_cls": 0.21194734168238938, "loss_mask": 0.25074249785393476, "loss_rpn_cls": 0.04676805704366416, "loss_rpn_loc": 0.07237764817546122, "loss_sem_seg": 0.3775150766596198, "lr": 0.02, "mask_rcnn/accuracy": 0.892832392279097, "mask_rcnn/false_negative": 0.08587462983769767, "mask_rcnn/false_positive": 0.11779586372787336, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5603206804989895, "total_loss": 1.1858061429229565} {"data_time": 0.012202548001368996, "eta_seconds": 103336.52870338273, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.4020742130498228, "fast_rcnn/fg_cls_accuracy": 0.5435394271697569, "iteration": 86859, "loss_box_reg": 0.24384930729866028, "loss_cls": 0.2323309569619596, "loss_mask": 0.24735960504040122, "loss_rpn_cls": 0.046832099033053964, "loss_rpn_loc": 0.0825825824867934, "loss_sem_seg": 0.32888216711580753, "lr": 0.02, "mask_rcnn/accuracy": 0.8958021387902988, "mask_rcnn/false_negative": 0.09987680079928737, "mask_rcnn/false_positive": 0.10891177847348807, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.5695276769984048, "total_loss": 1.1651081609306857} {"data_time": 0.012139829002990155, "eta_seconds": 103338.30672483004, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.3668205267445017, "fast_rcnn/fg_cls_accuracy": 0.6056034482758621, "iteration": 86879, "loss_box_reg": 0.2513535199686885, "loss_cls": 0.2390634403564036, "loss_mask": 0.271398245356977, "loss_rpn_cls": 0.04916995798703283, "loss_rpn_loc": 0.08308031267370097, "loss_sem_seg": 0.332780831027776, "lr": 0.02, "mask_rcnn/accuracy": 0.870720235390281, "mask_rcnn/false_negative": 0.10091590304997118, "mask_rcnn/false_positive": 0.15561924724893786, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.551023759002419, "total_loss": 1.2496217642037664} {"data_time": 0.013183869999920717, "eta_seconds": 103378.52724406825, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3885119855269109, "fast_rcnn/fg_cls_accuracy": 0.5393997634535778, "iteration": 86899, "loss_box_reg": 0.23282489506527781, "loss_cls": 0.22178805782459676, "loss_mask": 0.26770501816645265, "loss_rpn_cls": 0.04589885694440454, "loss_rpn_loc": 0.08068641868885607, "loss_sem_seg": 0.35428640770260245, "lr": 0.02, "mask_rcnn/accuracy": 0.8989386856924171, "mask_rcnn/false_negative": 0.08007563911414961, "mask_rcnn/false_positive": 0.13334741465821062, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.564223260498693, "total_loss": 1.2320132075692527} {"data_time": 0.012897056498331949, "eta_seconds": 103315.73404191004, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.28330501274426506, "fast_rcnn/fg_cls_accuracy": 0.6985131690739168, "iteration": 86919, "loss_box_reg": 0.24178809858858585, "loss_cls": 0.21777593647129834, "loss_mask": 0.25900103244930506, "loss_rpn_cls": 0.06246452033519745, "loss_rpn_loc": 0.08811090490780771, "loss_sem_seg": 0.36371651757508516, "lr": 0.02, "mask_rcnn/accuracy": 0.8915893183392393, "mask_rcnn/false_negative": 0.09593727926537335, "mask_rcnn/false_positive": 0.11062968682194638, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 234.5, "rpn/num_pos_anchors": 21.5, "time": 0.5529811955020705, "total_loss": 1.2456295615702402} {"data_time": 0.013151448496500961, "eta_seconds": 103338.66271718957, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.3667947959787108, "fast_rcnn/fg_cls_accuracy": 0.5900354819633353, "iteration": 86939, "loss_box_reg": 0.23630271293222904, "loss_cls": 0.21644170850049704, "loss_mask": 0.2678265552967787, "loss_rpn_cls": 0.04410505382111296, "loss_rpn_loc": 0.08041994721861556, "loss_sem_seg": 0.32024335907772183, "lr": 0.02, "mask_rcnn/accuracy": 0.8759139298293739, "mask_rcnn/false_negative": 0.12363399494367473, "mask_rcnn/false_positive": 0.11639459973279592, "roi_head/num_bg_samples": 431.25, "roi_head/num_fg_samples": 80.75, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.5660111580036755, "total_loss": 1.1807815185020445} {"data_time": 0.012344135502644349, "eta_seconds": 103262.37834758704, "fast_rcnn/cls_accuracy": 0.89794921875, "fast_rcnn/false_negative": 0.41322292138009054, "fast_rcnn/fg_cls_accuracy": 0.47398578257139357, "iteration": 86959, "loss_box_reg": 0.24030724773183465, "loss_cls": 0.2256228569895029, "loss_mask": 0.26714012399315834, "loss_rpn_cls": 0.06041078324778937, "loss_rpn_loc": 0.07936107722343877, "loss_sem_seg": 0.3267418029718101, "lr": 0.02, "mask_rcnn/accuracy": 0.8729480510749971, "mask_rcnn/false_negative": 0.0962525272060468, "mask_rcnn/false_positive": 0.13624487804019575, "roi_head/num_bg_samples": 427.25, "roi_head/num_fg_samples": 84.75, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.5575466990012501, "total_loss": 1.259183312911773} {"data_time": 0.01204443049573456, "eta_seconds": 103195.66462277877, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.3317153506110774, "fast_rcnn/fg_cls_accuracy": 0.636082260074782, "iteration": 86979, "loss_box_reg": 0.23880723770707846, "loss_cls": 0.23073551431298256, "loss_mask": 0.2760564861819148, "loss_rpn_cls": 0.051619087200379, "loss_rpn_loc": 0.07935356319649145, "loss_sem_seg": 0.3233381430618465, "lr": 0.02, "mask_rcnn/accuracy": 0.8783454641499489, "mask_rcnn/false_negative": 0.08679724837955036, "mask_rcnn/false_positive": 0.1387490317493067, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5623055400028534, "total_loss": 1.2178509842779022} {"data_time": 0.013914420000219252, "eta_seconds": 103159.2179278948, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.3208333333333333, "fast_rcnn/fg_cls_accuracy": 0.6413525498891353, "iteration": 86999, "loss_box_reg": 0.2496664838399738, "loss_cls": 0.2368746013380587, "loss_mask": 0.256881982088089, "loss_rpn_cls": 0.051123622979503125, "loss_rpn_loc": 0.07453533413354307, "loss_sem_seg": 0.3403065223246813, "lr": 0.02, "mask_rcnn/accuracy": 0.9038932121493918, "mask_rcnn/false_negative": 0.09172853084330189, "mask_rcnn/false_positive": 0.09853787207307707, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5764369324970176, "total_loss": 1.2390270427276846} {"data_time": 0.014024546500877477, "eta_seconds": 103200.36653353854, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.3667624521072797, "fast_rcnn/fg_cls_accuracy": 0.5513075676926638, "iteration": 87019, "loss_box_reg": 0.22817464545369148, "loss_cls": 0.22700084862299263, "loss_mask": 0.2552836760878563, "loss_rpn_cls": 0.051652635680511594, "loss_rpn_loc": 0.06468737465911545, "loss_sem_seg": 0.35726747289299965, "lr": 0.02, "mask_rcnn/accuracy": 0.8890654746747184, "mask_rcnn/false_negative": 0.08200166377546803, "mask_rcnn/false_positive": 0.14743547370661908, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5649235454984591, "total_loss": 1.2420785176218487} {"data_time": 0.012972906999493716, "eta_seconds": 103189.08663381852, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.3149272612270715, "fast_rcnn/fg_cls_accuracy": 0.5865497076023392, "iteration": 87039, "loss_box_reg": 0.24568865774199367, "loss_cls": 0.2174771197605878, "loss_mask": 0.2710198173299432, "loss_rpn_cls": 0.05214876472018659, "loss_rpn_loc": 0.0783496763324365, "loss_sem_seg": 0.34375800378620625, "lr": 0.02, "mask_rcnn/accuracy": 0.894735394157663, "mask_rcnn/false_negative": 0.09106240841848173, "mask_rcnn/false_positive": 0.11980187654303609, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5682043800006795, "total_loss": 1.226550682913512} {"data_time": 0.012702225001703482, "eta_seconds": 103223.67955578238, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.3772798332464825, "fast_rcnn/fg_cls_accuracy": 0.6141433831492311, "iteration": 87059, "loss_box_reg": 0.2634410585742444, "loss_cls": 0.2316005607135594, "loss_mask": 0.2571262661367655, "loss_rpn_cls": 0.048577161389403045, "loss_rpn_loc": 0.07611665007425472, "loss_sem_seg": 0.36243703216314316, "lr": 0.02, "mask_rcnn/accuracy": 0.8896845781573047, "mask_rcnn/false_negative": 0.10634118685843631, "mask_rcnn/false_positive": 0.11563438081541663, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.5676287815040268, "total_loss": 1.2527095906116301} {"data_time": 0.011493401998450281, "eta_seconds": 103266.10609971384, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.3965721040189125, "fast_rcnn/fg_cls_accuracy": 0.5766334023724345, "iteration": 87079, "loss_box_reg": 0.2522682985290885, "loss_cls": 0.2388814347796142, "loss_mask": 0.2662950614467263, "loss_rpn_cls": 0.049550452327821404, "loss_rpn_loc": 0.06850709073478356, "loss_sem_seg": 0.3535378216765821, "lr": 0.02, "mask_rcnn/accuracy": 0.8891706339941056, "mask_rcnn/false_negative": 0.10635164873812655, "mask_rcnn/false_positive": 0.10795587049789981, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.5724240070012456, "total_loss": 1.269014346820768} {"data_time": 0.012112406500818906, "eta_seconds": 103211.76590391551, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.38061703554661297, "fast_rcnn/fg_cls_accuracy": 0.5902048975512244, "iteration": 87099, "loss_box_reg": 0.21601157123222947, "loss_cls": 0.20688120531849563, "loss_mask": 0.2602529162541032, "loss_rpn_cls": 0.04542603041045368, "loss_rpn_loc": 0.0716956019459758, "loss_sem_seg": 0.34997596265748143, "lr": 0.02, "mask_rcnn/accuracy": 0.8873516395995018, "mask_rcnn/false_negative": 0.09873024977496504, "mask_rcnn/false_positive": 0.12858571186954548, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5555557699990459, "total_loss": 1.1691663655801676} {"data_time": 0.012546539001050405, "eta_seconds": 103218.4907682747, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.3560395554102648, "fast_rcnn/fg_cls_accuracy": 0.6066053511705686, "iteration": 87119, "loss_box_reg": 0.24459477746859193, "loss_cls": 0.23969742795452476, "loss_mask": 0.26375699508935213, "loss_rpn_cls": 0.05437249076203443, "loss_rpn_loc": 0.08429617024376057, "loss_sem_seg": 0.381207836442627, "lr": 0.02, "mask_rcnn/accuracy": 0.8848034150559263, "mask_rcnn/false_negative": 0.10085923262672475, "mask_rcnn/false_positive": 0.13510153042104453, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.5649746534982114, "total_loss": 1.2844882978824899} {"data_time": 0.012984762997803045, "eta_seconds": 103268.96338065746, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.3586127547666009, "fast_rcnn/fg_cls_accuracy": 0.5825246548323472, "iteration": 87139, "loss_box_reg": 0.2380696525797248, "loss_cls": 0.22427267068997025, "loss_mask": 0.27407223265618086, "loss_rpn_cls": 0.05571348947705701, "loss_rpn_loc": 0.08905594266252592, "loss_sem_seg": 0.3276345650665462, "lr": 0.02, "mask_rcnn/accuracy": 0.8712513803264361, "mask_rcnn/false_negative": 0.10002501707868533, "mask_rcnn/false_positive": 0.13463768994661435, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5735188950020529, "total_loss": 1.2291417084343266} {"data_time": 0.01336501900004805, "eta_seconds": 103195.9146688946, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.3808322824716267, "fast_rcnn/fg_cls_accuracy": 0.6015186998793556, "iteration": 87159, "loss_box_reg": 0.25036429101601243, "loss_cls": 0.2272836733609438, "loss_mask": 0.26996245607733727, "loss_rpn_cls": 0.04702979436842725, "loss_rpn_loc": 0.08836604264797643, "loss_sem_seg": 0.3320329913403839, "lr": 0.02, "mask_rcnn/accuracy": 0.8653196117804551, "mask_rcnn/false_negative": 0.10808278529085569, "mask_rcnn/false_positive": 0.14618814632851854, "roi_head/num_bg_samples": 431.5, "roi_head/num_fg_samples": 80.5, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.5745507765022921, "total_loss": 1.1919713229872286} {"data_time": 0.012282070001674583, "eta_seconds": 103243.804588055, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.37275537238740064, "fast_rcnn/fg_cls_accuracy": 0.5951541850220264, "iteration": 87179, "loss_box_reg": 0.24279760080389678, "loss_cls": 0.20636159623973072, "loss_mask": 0.253908259794116, "loss_rpn_cls": 0.04330226843012497, "loss_rpn_loc": 0.06773431634064764, "loss_sem_seg": 0.33721500006504357, "lr": 0.02, "mask_rcnn/accuracy": 0.8798694428396769, "mask_rcnn/false_negative": 0.11725733831326104, "mask_rcnn/false_positive": 0.11087390545885636, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.5735375320000458, "total_loss": 1.151596435229294} {"data_time": 0.012879592995886924, "eta_seconds": 103191.89168290881, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.36683452560240964, "fast_rcnn/fg_cls_accuracy": 0.6078939786804956, "iteration": 87199, "loss_box_reg": 0.2584331911057234, "loss_cls": 0.23125807382166386, "loss_mask": 0.26422444451600313, "loss_rpn_cls": 0.04529144364641979, "loss_rpn_loc": 0.07261983817443252, "loss_sem_seg": 0.36019775830209255, "lr": 0.02, "mask_rcnn/accuracy": 0.8824630350286546, "mask_rcnn/false_negative": 0.10724267296177006, "mask_rcnn/false_positive": 0.11544027921487558, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5737684760024422, "total_loss": 1.2670180129935034} {"data_time": 0.013662350000231527, "eta_seconds": 103264.9182948069, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.3973170731707317, "fast_rcnn/fg_cls_accuracy": 0.5808185200496072, "iteration": 87219, "loss_box_reg": 0.2596342184115201, "loss_cls": 0.2360928845591843, "loss_mask": 0.2874654121696949, "loss_rpn_cls": 0.05242449550132733, "loss_rpn_loc": 0.08957188908243552, "loss_sem_seg": 0.33508203690871596, "lr": 0.02, "mask_rcnn/accuracy": 0.8863482893157263, "mask_rcnn/false_negative": 0.11321589431846849, "mask_rcnn/false_positive": 0.13389214904504543, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.5706029419998231, "total_loss": 1.2759245286288206} {"data_time": 0.012261342497367878, "eta_seconds": 103268.56399688218, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.38747193813918684, "fast_rcnn/fg_cls_accuracy": 0.5647615131578947, "iteration": 87239, "loss_box_reg": 0.22503655240871012, "loss_cls": 0.21612559305503964, "loss_mask": 0.2770958198234439, "loss_rpn_cls": 0.040305414819158614, "loss_rpn_loc": 0.07269416842609644, "loss_sem_seg": 0.34885324793867767, "lr": 0.02, "mask_rcnn/accuracy": 0.8818289620535714, "mask_rcnn/false_negative": 0.08882002161352444, "mask_rcnn/false_positive": 0.14159924349075823, "roi_head/num_bg_samples": 457.75, "roi_head/num_fg_samples": 54.25, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5623006519999763, "total_loss": 1.221601014083717} {"data_time": 0.012693191001744708, "eta_seconds": 103240.4944669744, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.3378623188405797, "fast_rcnn/fg_cls_accuracy": 0.5820206048521104, "iteration": 87259, "loss_box_reg": 0.2421145038679242, "loss_cls": 0.2315401528030634, "loss_mask": 0.26470258086919785, "loss_rpn_cls": 0.04545812020660378, "loss_rpn_loc": 0.07069863338256255, "loss_sem_seg": 0.37608898896723986, "lr": 0.02, "mask_rcnn/accuracy": 0.8859397736367274, "mask_rcnn/false_negative": 0.11718038973300773, "mask_rcnn/false_positive": 0.11569761286964933, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.5597531575003813, "total_loss": 1.2417697200435214} {"data_time": 0.012143069499870762, "eta_seconds": 103200.03318129347, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.2893206854345165, "fast_rcnn/fg_cls_accuracy": 0.6219165085388995, "iteration": 87279, "loss_box_reg": 0.21951789362356067, "loss_cls": 0.21236753114499152, "loss_mask": 0.2603588430210948, "loss_rpn_cls": 0.04031617313739844, "loss_rpn_loc": 0.07485328504117206, "loss_sem_seg": 0.35688187507912517, "lr": 0.02, "mask_rcnn/accuracy": 0.8861653033952068, "mask_rcnn/false_negative": 0.08488464711169522, "mask_rcnn/false_positive": 0.12697155901388418, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.555484067001089, "total_loss": 1.1638159098511096} {"data_time": 0.012349295000603888, "eta_seconds": 103225.2433939935, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.34140548355449996, "fast_rcnn/fg_cls_accuracy": 0.6539216192492383, "iteration": 87299, "loss_box_reg": 0.24898370308801532, "loss_cls": 0.23345915460959077, "loss_mask": 0.268624946475029, "loss_rpn_cls": 0.05295557108183857, "loss_rpn_loc": 0.08306105888914317, "loss_sem_seg": 0.3474745606072247, "lr": 0.02, "mask_rcnn/accuracy": 0.886933883142298, "mask_rcnn/false_negative": 0.11396925578235895, "mask_rcnn/false_positive": 0.12213062162707122, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5659439785013092, "total_loss": 1.2390118032635655} {"data_time": 0.013079810498311417, "eta_seconds": 103140.74786554967, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.37477598566308246, "fast_rcnn/fg_cls_accuracy": 0.5838654588654588, "iteration": 87319, "loss_box_reg": 0.24311386630870402, "loss_cls": 0.24119930993765593, "loss_mask": 0.27249123342335224, "loss_rpn_cls": 0.04717183479806408, "loss_rpn_loc": 0.08204336382914335, "loss_sem_seg": 0.3729644403792918, "lr": 0.02, "mask_rcnn/accuracy": 0.8871827105424618, "mask_rcnn/false_negative": 0.0798154541906124, "mask_rcnn/false_positive": 0.13224640977561247, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5585075460003281, "total_loss": 1.307534879364539} {"data_time": 0.012515719499788247, "eta_seconds": 103254.97859824749, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.4259879905041195, "fast_rcnn/fg_cls_accuracy": 0.5280764635603346, "iteration": 87339, "loss_box_reg": 0.24921842431649566, "loss_cls": 0.24966205493547022, "loss_mask": 0.26548087410628796, "loss_rpn_cls": 0.04521979016135447, "loss_rpn_loc": 0.08231105341110379, "loss_sem_seg": 0.3361647962592542, "lr": 0.02, "mask_rcnn/accuracy": 0.8827587798580689, "mask_rcnn/false_negative": 0.10476455798551894, "mask_rcnn/false_positive": 0.13517697684172375, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.5825470970012248, "total_loss": 1.2436032725381665} {"data_time": 0.012017574499623151, "eta_seconds": 103243.67295789752, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.38075986784906973, "fast_rcnn/fg_cls_accuracy": 0.5493067345783814, "iteration": 87359, "loss_box_reg": 0.23667543625924736, "loss_cls": 0.23855220573022962, "loss_mask": 0.2698012962937355, "loss_rpn_cls": 0.04878097272012383, "loss_rpn_loc": 0.0786906749708578, "loss_sem_seg": 0.32993339421227574, "lr": 0.02, "mask_rcnn/accuracy": 0.8899424027423469, "mask_rcnn/false_negative": 0.0918444353248549, "mask_rcnn/false_positive": 0.12091660718246595, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5687686475030205, "total_loss": 1.2236645357479574} {"data_time": 0.012012502000288805, "eta_seconds": 103249.41571829861, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.3636326860841424, "fast_rcnn/fg_cls_accuracy": 0.603213129912159, "iteration": 87379, "loss_box_reg": 0.26134723192080855, "loss_cls": 0.22856926172971725, "loss_mask": 0.27146016247570515, "loss_rpn_cls": 0.04864832558087073, "loss_rpn_loc": 0.08581189546384849, "loss_sem_seg": 0.36111563071608543, "lr": 0.02, "mask_rcnn/accuracy": 0.8890110327612157, "mask_rcnn/false_negative": 0.08866149308829416, "mask_rcnn/false_positive": 0.13991061229505125, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5731526370000211, "total_loss": 1.2438310333236586} {"data_time": 0.01291053150271182, "eta_seconds": 103261.55637128677, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.34243197278911564, "fast_rcnn/fg_cls_accuracy": 0.6238945578231292, "iteration": 87399, "loss_box_reg": 0.2408849699422717, "loss_cls": 0.22102671395987272, "loss_mask": 0.26402049884200096, "loss_rpn_cls": 0.04328981778235175, "loss_rpn_loc": 0.07650451897643507, "loss_sem_seg": 0.3280169786885381, "lr": 0.02, "mask_rcnn/accuracy": 0.89401080658394, "mask_rcnn/false_negative": 0.09025657821425372, "mask_rcnn/false_positive": 0.12325162351668532, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5577129459998105, "total_loss": 1.186583391041495} {"data_time": 0.012041274501825683, "eta_seconds": 103250.24629561673, "fast_rcnn/cls_accuracy": 0.9072265625, "fast_rcnn/false_negative": 0.38541459534698747, "fast_rcnn/fg_cls_accuracy": 0.5053775404242694, "iteration": 87419, "loss_box_reg": 0.22792540583759546, "loss_cls": 0.23155521950684488, "loss_mask": 0.2704962268471718, "loss_rpn_cls": 0.05096505087567493, "loss_rpn_loc": 0.08863368030870333, "loss_sem_seg": 0.3664507530629635, "lr": 0.02, "mask_rcnn/accuracy": 0.8772681210958825, "mask_rcnn/false_negative": 0.108224700239102, "mask_rcnn/false_positive": 0.12724068313520093, "roi_head/num_bg_samples": 429.75, "roi_head/num_fg_samples": 82.25, "rpn/num_neg_anchors": 204.25, "rpn/num_pos_anchors": 51.75, "time": 0.5605001824987994, "total_loss": 1.2398569909419166} {"data_time": 0.013765273499302566, "eta_seconds": 103309.76495800883, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.37803416242133653, "fast_rcnn/fg_cls_accuracy": 0.5845313398504888, "iteration": 87439, "loss_box_reg": 0.23897014604881406, "loss_cls": 0.2217301686760038, "loss_mask": 0.25338937249034643, "loss_rpn_cls": 0.048548782055149786, "loss_rpn_loc": 0.07996919611468911, "loss_sem_seg": 0.3202073583379388, "lr": 0.02, "mask_rcnn/accuracy": 0.889846283495477, "mask_rcnn/false_negative": 0.09932901042947198, "mask_rcnn/false_positive": 0.10871541576569213, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.562408054502157, "total_loss": 1.2185693833744153} {"data_time": 0.013460964000842068, "eta_seconds": 103304.78722822583, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3907044821959881, "fast_rcnn/fg_cls_accuracy": 0.5575987617924528, "iteration": 87459, "loss_box_reg": 0.2570898621343076, "loss_cls": 0.22678242716938257, "loss_mask": 0.2759942375123501, "loss_rpn_cls": 0.05148668633773923, "loss_rpn_loc": 0.08793797378893942, "loss_sem_seg": 0.31561079900711775, "lr": 0.02, "mask_rcnn/accuracy": 0.8917029151404151, "mask_rcnn/false_negative": 0.09404194371483013, "mask_rcnn/false_positive": 0.12165575823921729, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5682047570007853, "total_loss": 1.2468975931406021} {"data_time": 0.012485516501328675, "eta_seconds": 103305.2957860931, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.4102751756440281, "fast_rcnn/fg_cls_accuracy": 0.5813768115942028, "iteration": 87479, "loss_box_reg": 0.24069148721173406, "loss_cls": 0.22390884812921286, "loss_mask": 0.26691565476357937, "loss_rpn_cls": 0.039643393422011286, "loss_rpn_loc": 0.06717637274414301, "loss_sem_seg": 0.367649192456156, "lr": 0.02, "mask_rcnn/accuracy": 0.8864218049864846, "mask_rcnn/false_negative": 0.0840944112150595, "mask_rcnn/false_positive": 0.12852959800257918, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5745459700010542, "total_loss": 1.1926833351317327} {"data_time": 0.01253509149682941, "eta_seconds": 103377.43531032029, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.3639356669820246, "fast_rcnn/fg_cls_accuracy": 0.5869887027658746, "iteration": 87499, "loss_box_reg": 0.23966910573653877, "loss_cls": 0.24012917815707624, "loss_mask": 0.2599443276412785, "loss_rpn_cls": 0.04767809578333981, "loss_rpn_loc": 0.06822702486533672, "loss_sem_seg": 0.3283939026296139, "lr": 0.02, "mask_rcnn/accuracy": 0.8806332813913743, "mask_rcnn/false_negative": 0.09700471546141502, "mask_rcnn/false_positive": 0.1386379952555816, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5822777365028742, "total_loss": 1.2050818804418668} {"data_time": 0.012917700496473117, "eta_seconds": 103375.72363497823, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.35442303227304384, "fast_rcnn/fg_cls_accuracy": 0.5751679355127631, "iteration": 87519, "loss_box_reg": 0.2292791842482984, "loss_cls": 0.2098675195593387, "loss_mask": 0.26625086180865765, "loss_rpn_cls": 0.052324527394375764, "loss_rpn_loc": 0.08914819225901738, "loss_sem_seg": 0.34495339827844873, "lr": 0.02, "mask_rcnn/accuracy": 0.8945474113081819, "mask_rcnn/false_negative": 0.08627297693625467, "mask_rcnn/false_positive": 0.13512248411161068, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.5740214159995958, "total_loss": 1.1643513180315495} {"data_time": 0.013005936496483628, "eta_seconds": 103412.41332885549, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.39111498257839716, "fast_rcnn/fg_cls_accuracy": 0.5125706214689265, "iteration": 87539, "loss_box_reg": 0.23502173414453864, "loss_cls": 0.2340949783101678, "loss_mask": 0.2672714553773403, "loss_rpn_cls": 0.04393108666408807, "loss_rpn_loc": 0.08733987301820889, "loss_sem_seg": 0.3350405255332589, "lr": 0.02, "mask_rcnn/accuracy": 0.9013044868579454, "mask_rcnn/false_negative": 0.09358143973994226, "mask_rcnn/false_positive": 0.11267356245744939, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 239.0, "rpn/num_pos_anchors": 17.0, "time": 0.5731968719992437, "total_loss": 1.2323033434950048} {"data_time": 0.012153291499998886, "eta_seconds": 103425.9889898076, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.40394327894327897, "fast_rcnn/fg_cls_accuracy": 0.5528846153846154, "iteration": 87559, "loss_box_reg": 0.22897593909874558, "loss_cls": 0.22036132961511612, "loss_mask": 0.25227335281670094, "loss_rpn_cls": 0.044853589261037996, "loss_rpn_loc": 0.06764872002531774, "loss_sem_seg": 0.37375247897580266, "lr": 0.02, "mask_rcnn/accuracy": 0.8995711613527074, "mask_rcnn/false_negative": 0.09544495706604514, "mask_rcnn/false_positive": 0.10414072633804342, "roi_head/num_bg_samples": 458.75, "roi_head/num_fg_samples": 53.25, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5657359254946641, "total_loss": 1.1825985360774212} {"data_time": 0.013185756000893889, "eta_seconds": 103436.61108318184, "fast_rcnn/cls_accuracy": 0.90966796875, "fast_rcnn/false_negative": 0.40135313531353134, "fast_rcnn/fg_cls_accuracy": 0.5452307692307692, "iteration": 87579, "loss_box_reg": 0.25329649937339127, "loss_cls": 0.2455971697345376, "loss_mask": 0.2756953756324947, "loss_rpn_cls": 0.05599746863299515, "loss_rpn_loc": 0.08448827103711665, "loss_sem_seg": 0.3707348029129207, "lr": 0.02, "mask_rcnn/accuracy": 0.875802756154008, "mask_rcnn/false_negative": 0.10793541262541938, "mask_rcnn/false_positive": 0.14212661835065818, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.5754979074990842, "total_loss": 1.2848061392724048} {"data_time": 0.012019435496767983, "eta_seconds": 103401.71757840435, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3520070798824472, "fast_rcnn/fg_cls_accuracy": 0.6023394495412844, "iteration": 87599, "loss_box_reg": 0.236579361371696, "loss_cls": 0.2159349445719272, "loss_mask": 0.272379903588444, "loss_rpn_cls": 0.04069559066556394, "loss_rpn_loc": 0.08202581002842635, "loss_sem_seg": 0.3355730785988271, "lr": 0.02, "mask_rcnn/accuracy": 0.8886844182603111, "mask_rcnn/false_negative": 0.10360653766309734, "mask_rcnn/false_positive": 0.10479219034316753, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.567388799998298, "total_loss": 1.18104424487683} {"data_time": 0.013127735001035035, "eta_seconds": 103390.37973293438, "fast_rcnn/cls_accuracy": 0.9140625, "fast_rcnn/false_negative": 0.34007421150278294, "fast_rcnn/fg_cls_accuracy": 0.5917459822125136, "iteration": 87619, "loss_box_reg": 0.2416582852602005, "loss_cls": 0.2397953886538744, "loss_mask": 0.26645084656775, "loss_rpn_cls": 0.05551808552991133, "loss_rpn_loc": 0.08221744885668159, "loss_sem_seg": 0.3433487950824201, "lr": 0.02, "mask_rcnn/accuracy": 0.8784780882551696, "mask_rcnn/false_negative": 0.10748027840682424, "mask_rcnn/false_positive": 0.1359875602231823, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5661558920000971, "total_loss": 1.2312623845791677} {"data_time": 0.0126845510021667, "eta_seconds": 103329.38152279708, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.30423405034803996, "fast_rcnn/fg_cls_accuracy": 0.5925053888244072, "iteration": 87639, "loss_box_reg": 0.24690682161599398, "loss_cls": 0.21538370847702026, "loss_mask": 0.25834097107872367, "loss_rpn_cls": 0.043514503398910165, "loss_rpn_loc": 0.06838158413302153, "loss_sem_seg": 0.3358751793857664, "lr": 0.02, "mask_rcnn/accuracy": 0.9008855395084581, "mask_rcnn/false_negative": 0.0781274145346944, "mask_rcnn/false_positive": 0.11322889059327554, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5607795824980712, "total_loss": 1.1819554097601213} {"data_time": 0.012076466999133117, "eta_seconds": 103233.27095127391, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.3392507824726134, "fast_rcnn/fg_cls_accuracy": 0.6295465009208103, "iteration": 87659, "loss_box_reg": 0.24032393749803305, "loss_cls": 0.22653180360794067, "loss_mask": 0.2582976957783103, "loss_rpn_cls": 0.04539367157849483, "loss_rpn_loc": 0.07301480950263795, "loss_sem_seg": 0.3519034027121961, "lr": 0.02, "mask_rcnn/accuracy": 0.8926876485679498, "mask_rcnn/false_negative": 0.09856155432871233, "mask_rcnn/false_positive": 0.10860517860191499, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5467379910041927, "total_loss": 1.2188479156247922} {"data_time": 0.012766245996317593, "eta_seconds": 103221.94785104398, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.3705784436121515, "fast_rcnn/fg_cls_accuracy": 0.58467525496511, "iteration": 87679, "loss_box_reg": 0.23460309766232967, "loss_cls": 0.21061124349944293, "loss_mask": 0.2562608662992716, "loss_rpn_cls": 0.04588190640788525, "loss_rpn_loc": 0.07870425493456423, "loss_sem_seg": 0.32795813865959644, "lr": 0.02, "mask_rcnn/accuracy": 0.8700803027439932, "mask_rcnn/false_negative": 0.10519264045615961, "mask_rcnn/false_positive": 0.13638862298971471, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5692287139972905, "total_loss": 1.1727201850444544} {"data_time": 0.01248516550185741, "eta_seconds": 103236.38989856295, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.4424942922374429, "fast_rcnn/fg_cls_accuracy": 0.5307142241750668, "iteration": 87699, "loss_box_reg": 0.2589016603305936, "loss_cls": 0.24048058642074466, "loss_mask": 0.26407613046467304, "loss_rpn_cls": 0.041795971992542036, "loss_rpn_loc": 0.0828414518473437, "loss_sem_seg": 0.32104360731318593, "lr": 0.02, "mask_rcnn/accuracy": 0.8685486735812746, "mask_rcnn/false_negative": 0.11189936964138972, "mask_rcnn/false_positive": 0.1433798982345025, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5690592360006121, "total_loss": 1.2139715220255312} {"data_time": 0.013508679501683218, "eta_seconds": 103262.42337507723, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.4130291610259412, "fast_rcnn/fg_cls_accuracy": 0.5, "iteration": 87719, "loss_box_reg": 0.24421332497149706, "loss_cls": 0.2269224850460887, "loss_mask": 0.2609252883121371, "loss_rpn_cls": 0.04359495503013022, "loss_rpn_loc": 0.08117830276023597, "loss_sem_seg": 0.3252761475741863, "lr": 0.02, "mask_rcnn/accuracy": 0.8682066647413682, "mask_rcnn/false_negative": 0.09918422826302718, "mask_rcnn/false_positive": 0.14513628249926777, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5684463109973876, "total_loss": 1.197335010561801} {"data_time": 0.012282389499887358, "eta_seconds": 103272.71952734696, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3849206349206349, "fast_rcnn/fg_cls_accuracy": 0.6015873015873016, "iteration": 87739, "loss_box_reg": 0.24746673414483666, "loss_cls": 0.2403799993917346, "loss_mask": 0.27035472448915243, "loss_rpn_cls": 0.05444761589751579, "loss_rpn_loc": 0.08161866705631837, "loss_sem_seg": 0.34979499876499176, "lr": 0.02, "mask_rcnn/accuracy": 0.8862895158063225, "mask_rcnn/false_negative": 0.1024969966714138, "mask_rcnn/false_positive": 0.14882941590822768, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5737282259979111, "total_loss": 1.2499743683147244} {"data_time": 0.013201552999817068, "eta_seconds": 103311.01481464459, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.344442246835443, "fast_rcnn/fg_cls_accuracy": 0.6555577531645569, "iteration": 87759, "loss_box_reg": 0.2379585080780089, "loss_cls": 0.22056841966696084, "loss_mask": 0.2603570120409131, "loss_rpn_cls": 0.045632157009094954, "loss_rpn_loc": 0.0841038043727167, "loss_sem_seg": 0.3413777621462941, "lr": 0.02, "mask_rcnn/accuracy": 0.8890379225780989, "mask_rcnn/false_negative": 0.09288102728281392, "mask_rcnn/false_positive": 0.12590482396537647, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5703405755048152, "total_loss": 1.2026078247727128} {"data_time": 0.012647615498281084, "eta_seconds": 103299.67696917462, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.3681329235497503, "fast_rcnn/fg_cls_accuracy": 0.6206140350877194, "iteration": 87779, "loss_box_reg": 0.24245423008687794, "loss_cls": 0.21527830651029944, "loss_mask": 0.26613287162035704, "loss_rpn_cls": 0.04607024171855301, "loss_rpn_loc": 0.09298832417698577, "loss_sem_seg": 0.36642182478681207, "lr": 0.02, "mask_rcnn/accuracy": 0.8870166911461554, "mask_rcnn/false_negative": 0.10389541116294904, "mask_rcnn/false_positive": 0.15027089282524195, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5676401240016276, "total_loss": 1.2257742788933683} {"data_time": 0.012263805001566652, "eta_seconds": 103288.33912370465, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3268608414239482, "fast_rcnn/fg_cls_accuracy": 0.6668498503999511, "iteration": 87799, "loss_box_reg": 0.20978548284620047, "loss_cls": 0.19569291570223868, "loss_mask": 0.2653476260602474, "loss_rpn_cls": 0.04489680452388711, "loss_rpn_loc": 0.06876554054906592, "loss_sem_seg": 0.3483884818851948, "lr": 0.02, "mask_rcnn/accuracy": 0.8798452288065177, "mask_rcnn/false_negative": 0.10902428119829782, "mask_rcnn/false_positive": 0.13390039967163392, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.561551535003673, "total_loss": 1.1402748882537708} {"data_time": 0.012269524500879925, "eta_seconds": 103238.11100989224, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3382147838214784, "fast_rcnn/fg_cls_accuracy": 0.6077729370659535, "iteration": 87819, "loss_box_reg": 0.24852317292243242, "loss_cls": 0.2199264052323997, "loss_mask": 0.25742517225444317, "loss_rpn_cls": 0.0460798911517486, "loss_rpn_loc": 0.07049924184684642, "loss_sem_seg": 0.3198610220570117, "lr": 0.02, "mask_rcnn/accuracy": 0.9008201692395446, "mask_rcnn/false_negative": 0.09927859621841753, "mask_rcnn/false_positive": 0.10361755367289296, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5626866154998424, "total_loss": 1.231466631477815} {"data_time": 0.012418521000654437, "eta_seconds": 103226.77743383218, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.28031314479912606, "fast_rcnn/fg_cls_accuracy": 0.6950618843142207, "iteration": 87839, "loss_box_reg": 0.22439915221184492, "loss_cls": 0.20624808594584465, "loss_mask": 0.2578467703424394, "loss_rpn_cls": 0.05097250401740894, "loss_rpn_loc": 0.0656403640168719, "loss_sem_seg": 0.3234394546598196, "lr": 0.02, "mask_rcnn/accuracy": 0.8980221858042241, "mask_rcnn/false_negative": 0.08805356477111467, "mask_rcnn/false_positive": 0.1330986568874419, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.5545454869970854, "total_loss": 1.2067324148956686} {"data_time": 0.01141019750139094, "eta_seconds": 103203.02320741047, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.34879807692307696, "fast_rcnn/fg_cls_accuracy": 0.5540244639081848, "iteration": 87859, "loss_box_reg": 0.241435622330755, "loss_cls": 0.23334937123581767, "loss_mask": 0.2609665924683213, "loss_rpn_cls": 0.049708220874890685, "loss_rpn_loc": 0.08080576651263982, "loss_sem_seg": 0.3106936579570174, "lr": 0.02, "mask_rcnn/accuracy": 0.8810548028735303, "mask_rcnn/false_negative": 0.09488792432513002, "mask_rcnn/false_positive": 0.13954533770037664, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.5710253350007406, "total_loss": 1.1857606804114766} {"data_time": 0.01285300599920447, "eta_seconds": 103204.11028171206, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3264232008592911, "fast_rcnn/fg_cls_accuracy": 0.6649122807017543, "iteration": 87879, "loss_box_reg": 0.24196761241182685, "loss_cls": 0.23404765594750643, "loss_mask": 0.27019645273685455, "loss_rpn_cls": 0.049895067408215255, "loss_rpn_loc": 0.08031581930117682, "loss_sem_seg": 0.3623596644029021, "lr": 0.02, "mask_rcnn/accuracy": 0.891593081541062, "mask_rcnn/false_negative": 0.10640936041229004, "mask_rcnn/false_positive": 0.13579441280742244, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5611923304968514, "total_loss": 1.2542714338051155} {"data_time": 0.012597308999829693, "eta_seconds": 103180.3587829904, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3490858569587629, "fast_rcnn/fg_cls_accuracy": 0.625, "iteration": 87899, "loss_box_reg": 0.2271978324279189, "loss_cls": 0.23360123299062252, "loss_mask": 0.25708728563040495, "loss_rpn_cls": 0.04638978608272737, "loss_rpn_loc": 0.07922675849113148, "loss_sem_seg": 0.37106881896033883, "lr": 0.02, "mask_rcnn/accuracy": 0.8890721555797891, "mask_rcnn/false_negative": 0.1097226244715666, "mask_rcnn/false_positive": 0.10899421869787439, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5655529669966199, "total_loss": 1.2126801757258363} {"data_time": 0.011984599503193749, "eta_seconds": 103211.665115475, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.34566614556192465, "fast_rcnn/fg_cls_accuracy": 0.5720489136749158, "iteration": 87919, "loss_box_reg": 0.23894388368353248, "loss_cls": 0.2433499088510871, "loss_mask": 0.2656681155785918, "loss_rpn_cls": 0.051434196619084105, "loss_rpn_loc": 0.08075016574002802, "loss_sem_seg": 0.3763255337253213, "lr": 0.02, "mask_rcnn/accuracy": 0.9050122064955014, "mask_rcnn/false_negative": 0.08982434683350743, "mask_rcnn/false_positive": 0.10857564324145114, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5735019345011096, "total_loss": 1.2917657631915063} {"data_time": 0.012932521502079908, "eta_seconds": 103215.8581141909, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.319078947368421, "fast_rcnn/fg_cls_accuracy": 0.5870786516853932, "iteration": 87939, "loss_box_reg": 0.25549631752073765, "loss_cls": 0.2434126902371645, "loss_mask": 0.2653278801590204, "loss_rpn_cls": 0.053447635436896235, "loss_rpn_loc": 0.0861302429693751, "loss_sem_seg": 0.37280237674713135, "lr": 0.02, "mask_rcnn/accuracy": 0.8873704891687789, "mask_rcnn/false_negative": 0.08443276265961011, "mask_rcnn/false_positive": 0.12748322970493486, "roi_head/num_bg_samples": 459.5, "roi_head/num_fg_samples": 52.5, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5692148989983252, "total_loss": 1.3144696846720763} {"data_time": 0.013500304998160573, "eta_seconds": 103188.991324115, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.42910090865614536, "fast_rcnn/fg_cls_accuracy": 0.5018555722975613, "iteration": 87959, "loss_box_reg": 0.22675770614296198, "loss_cls": 0.23165516834706068, "loss_mask": 0.26068882644176483, "loss_rpn_cls": 0.04373529920121655, "loss_rpn_loc": 0.07095554028637707, "loss_sem_seg": 0.38462506979703903, "lr": 0.02, "mask_rcnn/accuracy": 0.8853412956091528, "mask_rcnn/false_negative": 0.09608465920504902, "mask_rcnn/false_positive": 0.13102036553432425, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5512367595038086, "total_loss": 1.2170165000134148} {"data_time": 0.012300543501623906, "eta_seconds": 103158.77530137138, "fast_rcnn/cls_accuracy": 0.908203125, "fast_rcnn/false_negative": 0.4704244431065623, "fast_rcnn/fg_cls_accuracy": 0.5087484948826009, "iteration": 87979, "loss_box_reg": 0.2332537011243403, "loss_cls": 0.23060992965474725, "loss_mask": 0.25379566475749016, "loss_rpn_cls": 0.05362913885619491, "loss_rpn_loc": 0.08976193207490724, "loss_sem_seg": 0.29987748619168997, "lr": 0.02, "mask_rcnn/accuracy": 0.8841076300380001, "mask_rcnn/false_negative": 0.09158588847323762, "mask_rcnn/false_positive": 0.12353393551257022, "roi_head/num_bg_samples": 427.5, "roi_head/num_fg_samples": 84.5, "rpn/num_neg_anchors": 200.0, "rpn/num_pos_anchors": 56.0, "time": 0.555044672000804, "total_loss": 1.1537806676351465} {"data_time": 0.012222638000821462, "eta_seconds": 103068.48826422094, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.3170221247757624, "fast_rcnn/fg_cls_accuracy": 0.6034682080924856, "iteration": 87999, "loss_box_reg": 0.2218369939364493, "loss_cls": 0.2160864365287125, "loss_mask": 0.2553595928475261, "loss_rpn_cls": 0.04492617095820606, "loss_rpn_loc": 0.07119332364527509, "loss_sem_seg": 0.3335785288363695, "lr": 0.02, "mask_rcnn/accuracy": 0.9023151062373, "mask_rcnn/false_negative": 0.08922293359433109, "mask_rcnn/false_positive": 0.11046058100311201, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5618625854949642, "total_loss": 1.160716605372727} {"data_time": 0.0128136329985864, "eta_seconds": 103098.89518519313, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3758561643835616, "fast_rcnn/fg_cls_accuracy": 0.5662337662337662, "iteration": 88019, "loss_box_reg": 0.2443128398153931, "loss_cls": 0.24654054129496217, "loss_mask": 0.261877647601068, "loss_rpn_cls": 0.05130540509708226, "loss_rpn_loc": 0.08115754672326148, "loss_sem_seg": 0.3293423894792795, "lr": 0.02, "mask_rcnn/accuracy": 0.8757379240355936, "mask_rcnn/false_negative": 0.08633794199964295, "mask_rcnn/false_positive": 0.13200207521372437, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5725983985030325, "total_loss": 1.217365868971683} {"data_time": 0.01254923200031044, "eta_seconds": 103101.03329752015, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.36331500392772975, "fast_rcnn/fg_cls_accuracy": 0.6079354553492484, "iteration": 88039, "loss_box_reg": 0.24509477405808866, "loss_cls": 0.22447064286097884, "loss_mask": 0.26685442635789514, "loss_rpn_cls": 0.04641355021158233, "loss_rpn_loc": 0.0800118810730055, "loss_sem_seg": 0.3688052287325263, "lr": 0.02, "mask_rcnn/accuracy": 0.891251963983563, "mask_rcnn/false_negative": 0.11312528346445046, "mask_rcnn/false_positive": 0.11648667226604517, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5720000940018508, "total_loss": 1.239411535585532} {"data_time": 0.012118979000661056, "eta_seconds": 103089.70108531011, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.28143115942028984, "fast_rcnn/fg_cls_accuracy": 0.6085499316005472, "iteration": 88059, "loss_box_reg": 0.25523610040545464, "loss_cls": 0.23513653362169862, "loss_mask": 0.27098071575164795, "loss_rpn_cls": 0.04599579644855112, "loss_rpn_loc": 0.07977499708067626, "loss_sem_seg": 0.3107959358021617, "lr": 0.02, "mask_rcnn/accuracy": 0.886358108058038, "mask_rcnn/false_negative": 0.09008810647553801, "mask_rcnn/false_positive": 0.14553737118834642, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5676933604991063, "total_loss": 1.2269889439048711} {"data_time": 0.012961336004082114, "eta_seconds": 103060.25136120812, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.35015290519877673, "fast_rcnn/fg_cls_accuracy": 0.537283950617284, "iteration": 88079, "loss_box_reg": 0.23761977918911725, "loss_cls": 0.2342569576576352, "loss_mask": 0.27041669748723507, "loss_rpn_cls": 0.04495906305965036, "loss_rpn_loc": 0.0845692427828908, "loss_sem_seg": 0.3071617691311985, "lr": 0.02, "mask_rcnn/accuracy": 0.8822613754844952, "mask_rcnn/false_negative": 0.10026608004957714, "mask_rcnn/false_positive": 0.15084308509028205, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5686926820017106, "total_loss": 1.2542741917422973} {"data_time": 0.012848718502937118, "eta_seconds": 103109.63305435503, "fast_rcnn/cls_accuracy": 0.908203125, "fast_rcnn/false_negative": 0.38973599531958464, "fast_rcnn/fg_cls_accuracy": 0.5649350649350648, "iteration": 88099, "loss_box_reg": 0.25190113577991724, "loss_cls": 0.23191718058660626, "loss_mask": 0.26812006440013647, "loss_rpn_cls": 0.04953445192222716, "loss_rpn_loc": 0.0897884989681188, "loss_sem_seg": 0.36230149888433516, "lr": 0.02, "mask_rcnn/accuracy": 0.9027419032398399, "mask_rcnn/false_negative": 0.09209413245582056, "mask_rcnn/false_positive": 0.11676835833714372, "roi_head/num_bg_samples": 433.0, "roi_head/num_fg_samples": 79.0, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.5807517760003975, "total_loss": 1.2772734777026926} {"data_time": 0.01226283249707194, "eta_seconds": 103091.4190558793, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.3100799663299663, "fast_rcnn/fg_cls_accuracy": 0.6383442265795207, "iteration": 88119, "loss_box_reg": 0.20982301188632846, "loss_cls": 0.20932931848801672, "loss_mask": 0.24949757009744644, "loss_rpn_cls": 0.04348383273463696, "loss_rpn_loc": 0.08161317757912911, "loss_sem_seg": 0.3306909413076937, "lr": 0.02, "mask_rcnn/accuracy": 0.891870652524557, "mask_rcnn/false_negative": 0.08136295030997509, "mask_rcnn/false_positive": 0.1232155857555931, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5584163569983502, "total_loss": 1.1465371300000697} {"data_time": 0.012330925499554724, "eta_seconds": 102949.81533678624, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.34197631686402613, "fast_rcnn/fg_cls_accuracy": 0.5228865280289331, "iteration": 88139, "loss_box_reg": 0.22365033300593495, "loss_cls": 0.21542707656044513, "loss_mask": 0.2682086881250143, "loss_rpn_cls": 0.04455401058658026, "loss_rpn_loc": 0.07662469781644177, "loss_sem_seg": 0.41229704674333334, "lr": 0.02, "mask_rcnn/accuracy": 0.8792671431780259, "mask_rcnn/false_negative": 0.09715944655584782, "mask_rcnn/false_positive": 0.1520892827563094, "roi_head/num_bg_samples": 461.75, "roi_head/num_fg_samples": 50.25, "rpn/num_neg_anchors": 240.5, "rpn/num_pos_anchors": 15.5, "time": 0.5600699785027246, "total_loss": 1.2337302056548651} {"data_time": 0.012521504500909941, "eta_seconds": 102919.9045552956, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.3999477533960293, "fast_rcnn/fg_cls_accuracy": 0.5917877837940534, "iteration": 88159, "loss_box_reg": 0.24116009566932917, "loss_cls": 0.21637909510172904, "loss_mask": 0.2657009353861213, "loss_rpn_cls": 0.048824787518242374, "loss_rpn_loc": 0.07525847302167676, "loss_sem_seg": 0.38670868473127484, "lr": 0.02, "mask_rcnn/accuracy": 0.8996765996574296, "mask_rcnn/false_negative": 0.0982445506351113, "mask_rcnn/false_positive": 0.1326388733325461, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5654540414980147, "total_loss": 1.251251560403034} {"data_time": 0.013232392997451825, "eta_seconds": 102823.1662805443, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.3807186381661669, "fast_rcnn/fg_cls_accuracy": 0.5930500817071997, "iteration": 88179, "loss_box_reg": 0.2658182065933943, "loss_cls": 0.24385969061404467, "loss_mask": 0.2674551084637642, "loss_rpn_cls": 0.05052464854088612, "loss_rpn_loc": 0.08340017142472789, "loss_sem_seg": 0.33626674953848124, "lr": 0.02, "mask_rcnn/accuracy": 0.8831163629816867, "mask_rcnn/false_negative": 0.10667072750021064, "mask_rcnn/false_positive": 0.14039743984960112, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5620531364984345, "total_loss": 1.2599414591677487} {"data_time": 0.012358106498140842, "eta_seconds": 102829.97955696197, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.3940159574468085, "fast_rcnn/fg_cls_accuracy": 0.5143849206349207, "iteration": 88199, "loss_box_reg": 0.23588304175063968, "loss_cls": 0.21696087787859142, "loss_mask": 0.2602253849618137, "loss_rpn_cls": 0.04194006427860586, "loss_rpn_loc": 0.07848849351285025, "loss_sem_seg": 0.33737068343907595, "lr": 0.02, "mask_rcnn/accuracy": 0.8765842348142088, "mask_rcnn/false_negative": 0.09346283070243736, "mask_rcnn/false_positive": 0.15541563847296552, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 235.0, "rpn/num_pos_anchors": 21.0, "time": 0.5776241829989885, "total_loss": 1.2076196094276384} {"data_time": 0.012530079500720603, "eta_seconds": 102853.4335340854, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.3568358850389471, "fast_rcnn/fg_cls_accuracy": 0.6061781609195402, "iteration": 88219, "loss_box_reg": 0.2612153058871627, "loss_cls": 0.2639772333204746, "loss_mask": 0.2653196845203638, "loss_rpn_cls": 0.04466683586360887, "loss_rpn_loc": 0.08658489889057819, "loss_sem_seg": 0.34538316912949085, "lr": 0.02, "mask_rcnn/accuracy": 0.8954278586434574, "mask_rcnn/false_negative": 0.10291974808917705, "mask_rcnn/false_positive": 0.11396192397303474, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5743562179995934, "total_loss": 1.2697332258103415} {"data_time": 0.012810247997549595, "eta_seconds": 102842.11734223542, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.32578125, "fast_rcnn/fg_cls_accuracy": 0.5816993464052287, "iteration": 88239, "loss_box_reg": 0.2164400639012456, "loss_cls": 0.20253554545342922, "loss_mask": 0.25637249602004886, "loss_rpn_cls": 0.03990488154522609, "loss_rpn_loc": 0.06164511211682111, "loss_sem_seg": 0.31735067372210324, "lr": 0.02, "mask_rcnn/accuracy": 0.9024277355500023, "mask_rcnn/false_negative": 0.08088538906386362, "mask_rcnn/false_positive": 0.10960958385172853, "roi_head/num_bg_samples": 462.75, "roi_head/num_fg_samples": 49.25, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5607781705002708, "total_loss": 1.1391662351961713} {"data_time": 0.012136078003095463, "eta_seconds": 102958.2793775173, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.26794871794871794, "fast_rcnn/fg_cls_accuracy": 0.6284303534303535, "iteration": 88259, "loss_box_reg": 0.23724195826798677, "loss_cls": 0.2195719419978559, "loss_mask": 0.26382394321262836, "loss_rpn_cls": 0.049423314980231225, "loss_rpn_loc": 0.07878877717303112, "loss_sem_seg": 0.33820174541324377, "lr": 0.02, "mask_rcnn/accuracy": 0.8909548645179226, "mask_rcnn/false_negative": 0.0751114469734791, "mask_rcnn/false_positive": 0.134023198118429, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5685926074984309, "total_loss": 1.1972369941067882} {"data_time": 0.012062403999152593, "eta_seconds": 102870.5626429863, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.2960841313269494, "fast_rcnn/fg_cls_accuracy": 0.6587512054001928, "iteration": 88279, "loss_box_reg": 0.24865616054739803, "loss_cls": 0.23591170250438154, "loss_mask": 0.2522176275961101, "loss_rpn_cls": 0.05598928526160307, "loss_rpn_loc": 0.0822508699784521, "loss_sem_seg": 0.39796246169134974, "lr": 0.02, "mask_rcnn/accuracy": 0.8896012251343611, "mask_rcnn/false_negative": 0.09118321682343503, "mask_rcnn/false_positive": 0.12804520239652262, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5535441440006252, "total_loss": 1.25172687308077} {"data_time": 0.012319016499532154, "eta_seconds": 102898.59608517101, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.44833333333333336, "fast_rcnn/fg_cls_accuracy": 0.5206140350877193, "iteration": 88299, "loss_box_reg": 0.2268951963633299, "loss_cls": 0.20990262902341783, "loss_mask": 0.25549454893916845, "loss_rpn_cls": 0.04010539411683567, "loss_rpn_loc": 0.06903005641652271, "loss_sem_seg": 0.3471215800382197, "lr": 0.02, "mask_rcnn/accuracy": 0.883154431768781, "mask_rcnn/false_negative": 0.09242062296588592, "mask_rcnn/false_positive": 0.14917773274666687, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.5719582019992231, "total_loss": 1.152619659958873} {"data_time": 0.01350952199936728, "eta_seconds": 102979.18290300482, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.3562468951813214, "fast_rcnn/fg_cls_accuracy": 0.6044150521609538, "iteration": 88319, "loss_box_reg": 0.2402574538718909, "loss_cls": 0.22082030237652361, "loss_mask": 0.2756933602504432, "loss_rpn_cls": 0.049063906946685165, "loss_rpn_loc": 0.07522904465440661, "loss_sem_seg": 0.3737440640106797, "lr": 0.02, "mask_rcnn/accuracy": 0.8787680697278912, "mask_rcnn/false_negative": 0.10557660920433956, "mask_rcnn/false_positive": 0.13634277211809775, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5618118669990508, "total_loss": 1.2214892940828577} {"data_time": 0.013199675497162389, "eta_seconds": 102836.59720278633, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.37065120428189113, "fast_rcnn/fg_cls_accuracy": 0.5800996134403806, "iteration": 88339, "loss_box_reg": 0.24760165251791477, "loss_cls": 0.23659845464862883, "loss_mask": 0.2721404358744621, "loss_rpn_cls": 0.05361279071075842, "loss_rpn_loc": 0.08378997237014119, "loss_sem_seg": 0.38479640055447817, "lr": 0.02, "mask_rcnn/accuracy": 0.8801380721780238, "mask_rcnn/false_negative": 0.09509058840792328, "mask_rcnn/false_positive": 0.14127904724204995, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 206.75, "rpn/num_pos_anchors": 49.25, "time": 0.5626249845008715, "total_loss": 1.2847255761735141} {"data_time": 0.012300695998419542, "eta_seconds": 102901.62827546685, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.41437969924812035, "fast_rcnn/fg_cls_accuracy": 0.5572599531615925, "iteration": 88359, "loss_box_reg": 0.2423717339988798, "loss_cls": 0.22321327263489366, "loss_mask": 0.26216415222734213, "loss_rpn_cls": 0.050172460498288274, "loss_rpn_loc": 0.07321393687743694, "loss_sem_seg": 0.33832223899662495, "lr": 0.02, "mask_rcnn/accuracy": 0.8756158471348953, "mask_rcnn/false_negative": 0.08822218586371774, "mask_rcnn/false_positive": 0.12693611402544025, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5783509025022795, "total_loss": 1.1915895270940382} {"data_time": 0.013262063501315424, "eta_seconds": 102795.38709772461, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.3740904485585337, "fast_rcnn/fg_cls_accuracy": 0.5982921511627908, "iteration": 88379, "loss_box_reg": 0.25436466839164495, "loss_cls": 0.22832483751699328, "loss_mask": 0.2588228895328939, "loss_rpn_cls": 0.050050872087012976, "loss_rpn_loc": 0.07909284258494154, "loss_sem_seg": 0.3361745362635702, "lr": 0.02, "mask_rcnn/accuracy": 0.876701315716504, "mask_rcnn/false_negative": 0.09563901371495467, "mask_rcnn/false_positive": 0.13163333422532836, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5629213925021759, "total_loss": 1.183674900123151} {"data_time": 0.01223431449761847, "eta_seconds": 102788.14427129732, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.3342490842490842, "fast_rcnn/fg_cls_accuracy": 0.6082783882783883, "iteration": 88399, "loss_box_reg": 0.24036797601729631, "loss_cls": 0.22895303647965193, "loss_mask": 0.2607565219514072, "loss_rpn_cls": 0.04827710549579933, "loss_rpn_loc": 0.07008565904106945, "loss_sem_seg": 0.331545686814934, "lr": 0.02, "mask_rcnn/accuracy": 0.8937122292098658, "mask_rcnn/false_negative": 0.10881712712628125, "mask_rcnn/false_positive": 0.10750244018057897, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5645368935001898, "total_loss": 1.1745017428183928} {"data_time": 0.012329119999776594, "eta_seconds": 102776.82405342723, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.37249322493224934, "fast_rcnn/fg_cls_accuracy": 0.5534722222222223, "iteration": 88419, "loss_box_reg": 0.22790765296667814, "loss_cls": 0.20990269305184484, "loss_mask": 0.24575124215334654, "loss_rpn_cls": 0.04610089023481123, "loss_rpn_loc": 0.07669604913098738, "loss_sem_seg": 0.3340585846453905, "lr": 0.02, "mask_rcnn/accuracy": 0.8856245988961622, "mask_rcnn/false_negative": 0.10490610485398841, "mask_rcnn/false_positive": 0.11931283050988462, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5632743834976282, "total_loss": 1.1204007539708982} {"data_time": 0.013338806504179956, "eta_seconds": 102796.58090448103, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.3507740825688074, "fast_rcnn/fg_cls_accuracy": 0.6107994389901823, "iteration": 88439, "loss_box_reg": 0.21963662817142904, "loss_cls": 0.20163088222034276, "loss_mask": 0.25180132035166025, "loss_rpn_cls": 0.036259573011193424, "loss_rpn_loc": 0.06969078685506247, "loss_sem_seg": 0.3357786345295608, "lr": 0.02, "mask_rcnn/accuracy": 0.9064813961986096, "mask_rcnn/false_negative": 0.08418203652820007, "mask_rcnn/false_positive": 0.10176907100000912, "roi_head/num_bg_samples": 461.75, "roi_head/num_fg_samples": 50.25, "rpn/num_neg_anchors": 239.25, "rpn/num_pos_anchors": 16.75, "time": 0.5757411160011543, "total_loss": 1.0837299157283269} {"data_time": 0.013223869998910232, "eta_seconds": 102849.61908559216, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.4446562140391255, "fast_rcnn/fg_cls_accuracy": 0.5171334339538264, "iteration": 88459, "loss_box_reg": 0.25507153617218137, "loss_cls": 0.23791466746479273, "loss_mask": 0.2561310133896768, "loss_rpn_cls": 0.04615056744660251, "loss_rpn_loc": 0.07442214689217508, "loss_sem_seg": 0.3379238732159138, "lr": 0.02, "mask_rcnn/accuracy": 0.8930449058609171, "mask_rcnn/false_negative": 0.09163740424695488, "mask_rcnn/false_positive": 0.12376126661380148, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.572499924001022, "total_loss": 1.2273141361656599} {"data_time": 0.01331350799955544, "eta_seconds": 102773.93362210112, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.3796426741803279, "fast_rcnn/fg_cls_accuracy": 0.57005423553719, "iteration": 88479, "loss_box_reg": 0.2592365317977965, "loss_cls": 0.2517086467705667, "loss_mask": 0.2615412911400199, "loss_rpn_cls": 0.05040309592732228, "loss_rpn_loc": 0.08705687973997556, "loss_sem_seg": 0.3140685437247157, "lr": 0.02, "mask_rcnn/accuracy": 0.892445778707954, "mask_rcnn/false_negative": 0.07765821448342924, "mask_rcnn/false_positive": 0.13681346492894547, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.5650288640026702, "total_loss": 1.293073696710053} {"data_time": 0.012539087500044843, "eta_seconds": 102673.72803332319, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3701086956521739, "fast_rcnn/fg_cls_accuracy": 0.5803990610328639, "iteration": 88499, "loss_box_reg": 0.22141531202942133, "loss_cls": 0.2160086827352643, "loss_mask": 0.25705433171242476, "loss_rpn_cls": 0.04322908501490019, "loss_rpn_loc": 0.07506296096835285, "loss_sem_seg": 0.3459247387945652, "lr": 0.02, "mask_rcnn/accuracy": 0.8920870133767793, "mask_rcnn/false_negative": 0.09738878520471161, "mask_rcnn/false_positive": 0.12119518543319005, "roi_head/num_bg_samples": 458.5, "roi_head/num_fg_samples": 53.5, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5632618255003763, "total_loss": 1.2115942098025698} {"data_time": 0.01252375400144956, "eta_seconds": 102646.35447962, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.4070121951219512, "fast_rcnn/fg_cls_accuracy": 0.5105042016806722, "iteration": 88519, "loss_box_reg": 0.23279524664394557, "loss_cls": 0.23663381347432733, "loss_mask": 0.2683200016617775, "loss_rpn_cls": 0.058508585090748966, "loss_rpn_loc": 0.07177093782229349, "loss_sem_seg": 0.3751288503408432, "lr": 0.02, "mask_rcnn/accuracy": 0.8781208137208067, "mask_rcnn/false_negative": 0.09585971322663496, "mask_rcnn/false_positive": 0.14969754587331, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5687513384982594, "total_loss": 1.2382511289033573} {"data_time": 0.013455493502988247, "eta_seconds": 102536.2488645629, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3759203286057506, "fast_rcnn/fg_cls_accuracy": 0.5194962042788129, "iteration": 88539, "loss_box_reg": 0.24740472808480263, "loss_cls": 0.22830774332396686, "loss_mask": 0.2719048988074064, "loss_rpn_cls": 0.04720172159431968, "loss_rpn_loc": 0.07946941265254281, "loss_sem_seg": 0.3257094146683812, "lr": 0.02, "mask_rcnn/accuracy": 0.8815761194587726, "mask_rcnn/false_negative": 0.10262666370116541, "mask_rcnn/false_positive": 0.12455135016748305, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5625993534995359, "total_loss": 1.264451390656177} {"data_time": 0.01264100549815339, "eta_seconds": 102553.71033844464, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.3390804597701149, "fast_rcnn/fg_cls_accuracy": 0.6360294117647058, "iteration": 88559, "loss_box_reg": 0.24098277278244495, "loss_cls": 0.24511092901229858, "loss_mask": 0.2616098364815116, "loss_rpn_cls": 0.04666893891408108, "loss_rpn_loc": 0.0725818105856888, "loss_sem_seg": 0.37227285746484995, "lr": 0.02, "mask_rcnn/accuracy": 0.8708014868408543, "mask_rcnn/false_negative": 0.09273567394048747, "mask_rcnn/false_positive": 0.14662944315049437, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.566412586496881, "total_loss": 1.2613312043540645} {"data_time": 0.012529845498647774, "eta_seconds": 102542.4059794146, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3762940390716313, "fast_rcnn/fg_cls_accuracy": 0.5506774542129618, "iteration": 88579, "loss_box_reg": 0.2382066973950714, "loss_cls": 0.2361091305501759, "loss_mask": 0.26078562531620264, "loss_rpn_cls": 0.04949748469516635, "loss_rpn_loc": 0.08483068605710287, "loss_sem_seg": 0.35090984124690294, "lr": 0.02, "mask_rcnn/accuracy": 0.8832224854227405, "mask_rcnn/false_negative": 0.09929468106915221, "mask_rcnn/false_positive": 0.12368077316600315, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5776491739998164, "total_loss": 1.2593543815310113} {"data_time": 0.012425003998941975, "eta_seconds": 102502.34529888282, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3351749539594844, "fast_rcnn/fg_cls_accuracy": 0.6407097545279029, "iteration": 88599, "loss_box_reg": 0.22580738551914692, "loss_cls": 0.22357381065376103, "loss_mask": 0.25862209871411324, "loss_rpn_cls": 0.046698782563908026, "loss_rpn_loc": 0.07041102374205366, "loss_sem_seg": 0.30932959727942944, "lr": 0.02, "mask_rcnn/accuracy": 0.8854212380747395, "mask_rcnn/false_negative": 0.09756716075209837, "mask_rcnn/false_positive": 0.11572604637565051, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5650492344975646, "total_loss": 1.1465747411639313} {"data_time": 0.013513090500055114, "eta_seconds": 102519.79726135453, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3432758874650169, "fast_rcnn/fg_cls_accuracy": 0.6444610174957671, "iteration": 88619, "loss_box_reg": 0.2093645294662565, "loss_cls": 0.1978352889418602, "loss_mask": 0.26206992007791996, "loss_rpn_cls": 0.0456019879784435, "loss_rpn_loc": 0.07225641107652336, "loss_sem_seg": 0.3495811684988439, "lr": 0.02, "mask_rcnn/accuracy": 0.8903071846660049, "mask_rcnn/false_negative": 0.08611641655034545, "mask_rcnn/false_positive": 0.1335255454932614, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5771472175001691, "total_loss": 1.095990786459879} {"data_time": 0.01426851100040949, "eta_seconds": 102479.74292176277, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.3073580994897959, "fast_rcnn/fg_cls_accuracy": 0.666015625, "iteration": 88639, "loss_box_reg": 0.2297914072405547, "loss_cls": 0.21995916141895577, "loss_mask": 0.26901275757700205, "loss_rpn_cls": 0.041617742739617825, "loss_rpn_loc": 0.07251777080819011, "loss_sem_seg": 0.3680643979460001, "lr": 0.02, "mask_rcnn/accuracy": 0.8922982160153781, "mask_rcnn/false_negative": 0.09175093844648402, "mask_rcnn/false_positive": 0.12868997772834545, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5481343765022757, "total_loss": 1.246696884467383} {"data_time": 0.012465753003198188, "eta_seconds": 102531.55946289236, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.3966353217749045, "fast_rcnn/fg_cls_accuracy": 0.5056757478632479, "iteration": 88659, "loss_box_reg": 0.23359119053930044, "loss_cls": 0.23530768789350986, "loss_mask": 0.26383296586573124, "loss_rpn_cls": 0.04930295521626249, "loss_rpn_loc": 0.08907923975493759, "loss_sem_seg": 0.32346865674480796, "lr": 0.02, "mask_rcnn/accuracy": 0.8979189876943333, "mask_rcnn/false_negative": 0.09880706644300125, "mask_rcnn/false_positive": 0.13184101583719843, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5538845705013955, "total_loss": 1.1694966643844964} {"data_time": 0.013015088999964064, "eta_seconds": 102455.66767431678, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.37173686042464327, "fast_rcnn/fg_cls_accuracy": 0.5562587904360057, "iteration": 88679, "loss_box_reg": 0.2466603466309607, "loss_cls": 0.2306096237152815, "loss_mask": 0.2608402790501714, "loss_rpn_cls": 0.04789679707027972, "loss_rpn_loc": 0.08629841417132411, "loss_sem_seg": 0.35594880394637585, "lr": 0.02, "mask_rcnn/accuracy": 0.8661224245622297, "mask_rcnn/false_negative": 0.11090387916503433, "mask_rcnn/false_positive": 0.1393414315834859, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5588071269994543, "total_loss": 1.2522041175543563} {"data_time": 0.011889724497450516, "eta_seconds": 102440.2980725481, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.3918604651162791, "fast_rcnn/fg_cls_accuracy": 0.5494931425163982, "iteration": 88699, "loss_box_reg": 0.2404363895766437, "loss_cls": 0.21757467230781913, "loss_mask": 0.27245496958494186, "loss_rpn_cls": 0.057538374880095944, "loss_rpn_loc": 0.09436693124007434, "loss_sem_seg": 0.3355361237190664, "lr": 0.02, "mask_rcnn/accuracy": 0.8868971221301021, "mask_rcnn/false_negative": 0.08681269371081052, "mask_rcnn/false_positive": 0.13801923331410584, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5688251050014514, "total_loss": 1.210549507093674} {"data_time": 0.01358517749758903, "eta_seconds": 102373.3180326949, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.3435057589469354, "fast_rcnn/fg_cls_accuracy": 0.5436163101604279, "iteration": 88719, "loss_box_reg": 0.23110089311376214, "loss_cls": 0.21433400409296155, "loss_mask": 0.26011401461437345, "loss_rpn_cls": 0.04821197927230969, "loss_rpn_loc": 0.08892803051276132, "loss_sem_seg": 0.32564866775646806, "lr": 0.02, "mask_rcnn/accuracy": 0.8911981889863383, "mask_rcnn/false_negative": 0.09510560914347733, "mask_rcnn/false_positive": 0.12492920640746935, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5622647130003315, "total_loss": 1.172903272032272} {"data_time": 0.012428327503585024, "eta_seconds": 102362.02359830489, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.35667924528301886, "fast_rcnn/fg_cls_accuracy": 0.5368364030335862, "iteration": 88739, "loss_box_reg": 0.22319103311747313, "loss_cls": 0.2132895104587078, "loss_mask": 0.2572617055848241, "loss_rpn_cls": 0.04177761296159588, "loss_rpn_loc": 0.07578744582133368, "loss_sem_seg": 0.34731748467311263, "lr": 0.02, "mask_rcnn/accuracy": 0.8832702435813036, "mask_rcnn/false_negative": 0.10660552822173731, "mask_rcnn/false_positive": 0.12100210266721165, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.5765629184970749, "total_loss": 1.1756455955037382} {"data_time": 0.012787042000127258, "eta_seconds": 102350.72916391489, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.3476855855445815, "fast_rcnn/fg_cls_accuracy": 0.5866258535436779, "iteration": 88759, "loss_box_reg": 0.24620304815471172, "loss_cls": 0.21804095758125186, "loss_mask": 0.26039551571011543, "loss_rpn_cls": 0.055251490557566285, "loss_rpn_loc": 0.08561922505032271, "loss_sem_seg": 0.3366501573473215, "lr": 0.02, "mask_rcnn/accuracy": 0.88428930295315, "mask_rcnn/false_negative": 0.113579688809432, "mask_rcnn/false_positive": 0.11521491224892316, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5708083254976373, "total_loss": 1.188474014561507} {"data_time": 0.01516544799960684, "eta_seconds": 102328.17229724397, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.3779804028307022, "fast_rcnn/fg_cls_accuracy": 0.5909855638771302, "iteration": 88779, "loss_box_reg": 0.23787192022427917, "loss_cls": 0.21523349569179118, "loss_mask": 0.25995824579149485, "loss_rpn_cls": 0.047776312334463, "loss_rpn_loc": 0.07184248260455206, "loss_sem_seg": 0.3230376918800175, "lr": 0.02, "mask_rcnn/accuracy": 0.8707234977324263, "mask_rcnn/false_negative": 0.1105325358885114, "mask_rcnn/false_positive": 0.1457465358009679, "roi_head/num_bg_samples": 432.5, "roi_head/num_fg_samples": 79.5, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.5639413414974115, "total_loss": 1.1610694889095612} {"data_time": 0.012978495502466103, "eta_seconds": 102389.33341328254, "fast_rcnn/cls_accuracy": 0.90771484375, "fast_rcnn/false_negative": 0.367573142740928, "fast_rcnn/fg_cls_accuracy": 0.6021495745633676, "iteration": 88799, "loss_box_reg": 0.2566241610329598, "loss_cls": 0.22721928637474775, "loss_mask": 0.2601700145751238, "loss_rpn_cls": 0.048168425098992884, "loss_rpn_loc": 0.07778965512989089, "loss_sem_seg": 0.33234810270369053, "lr": 0.02, "mask_rcnn/accuracy": 0.8785989778167264, "mask_rcnn/false_negative": 0.11885511990049549, "mask_rcnn/false_positive": 0.1315731630804322, "roi_head/num_bg_samples": 429.25, "roi_head/num_fg_samples": 82.75, "rpn/num_neg_anchors": 205.5, "rpn/num_pos_anchors": 50.5, "time": 0.5762391265016049, "total_loss": 1.2172595901065506} {"data_time": 0.013288358997670002, "eta_seconds": 102378.03222472251, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3870242732993707, "fast_rcnn/fg_cls_accuracy": 0.5686311429109396, "iteration": 88819, "loss_box_reg": 0.23632262460887432, "loss_cls": 0.21488505322486162, "loss_mask": 0.2718728454783559, "loss_rpn_cls": 0.046943947090767324, "loss_rpn_loc": 0.06558275617135223, "loss_sem_seg": 0.35146100586280227, "lr": 0.02, "mask_rcnn/accuracy": 0.8805551191830898, "mask_rcnn/false_negative": 0.1153284188935551, "mask_rcnn/false_positive": 0.14260877359642393, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.565612851503829, "total_loss": 1.1975344450911507} {"data_time": 0.01249461600309587, "eta_seconds": 102456.14105407466, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.3839795918367347, "fast_rcnn/fg_cls_accuracy": 0.6134693877551021, "iteration": 88839, "loss_box_reg": 0.2371090219821781, "loss_cls": 0.20575215248391032, "loss_mask": 0.2553161447867751, "loss_rpn_cls": 0.03895448421826586, "loss_rpn_loc": 0.07835172128397971, "loss_sem_seg": 0.33149514393880963, "lr": 0.02, "mask_rcnn/accuracy": 0.876168612153198, "mask_rcnn/false_negative": 0.09786801584957808, "mask_rcnn/false_positive": 0.1494422367911124, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5724742859965772, "total_loss": 1.1405474282219075} {"data_time": 0.012025771000480745, "eta_seconds": 102470.07878570474, "fast_rcnn/cls_accuracy": 0.9072265625, "fast_rcnn/false_negative": 0.3960781157787435, "fast_rcnn/fg_cls_accuracy": 0.5854048295454546, "iteration": 88859, "loss_box_reg": 0.2597655081190169, "loss_cls": 0.2354115047492087, "loss_mask": 0.261326739564538, "loss_rpn_cls": 0.045037258008960634, "loss_rpn_loc": 0.06936073245014995, "loss_sem_seg": 0.4013962112367153, "lr": 0.02, "mask_rcnn/accuracy": 0.8762635615481962, "mask_rcnn/false_negative": 0.105384481725555, "mask_rcnn/false_positive": 0.1362072199885964, "roi_head/num_bg_samples": 431.75, "roi_head/num_fg_samples": 80.25, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.5687306024956342, "total_loss": 1.2699579300824553} {"data_time": 0.013125075500283856, "eta_seconds": 102453.22725497319, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.3227657004830918, "fast_rcnn/fg_cls_accuracy": 0.6266112266112267, "iteration": 88879, "loss_box_reg": 0.234134764643386, "loss_cls": 0.22146357409656048, "loss_mask": 0.2576463366858661, "loss_rpn_cls": 0.0365485594375059, "loss_rpn_loc": 0.06683076030458324, "loss_sem_seg": 0.3571507642045617, "lr": 0.02, "mask_rcnn/accuracy": 0.8865312888484658, "mask_rcnn/false_negative": 0.10677918280386892, "mask_rcnn/false_positive": 0.104258356361733, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5611538605007809, "total_loss": 1.2145108449622057} {"data_time": 0.012556590500025777, "eta_seconds": 102542.40814191094, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.26670371338912136, "fast_rcnn/fg_cls_accuracy": 0.697350069735007, "iteration": 88899, "loss_box_reg": 0.23379764799028635, "loss_cls": 0.21311513846740127, "loss_mask": 0.24365246389061213, "loss_rpn_cls": 0.04080010243342258, "loss_rpn_loc": 0.07973497638158733, "loss_sem_seg": 0.34780266927555203, "lr": 0.02, "mask_rcnn/accuracy": 0.8838868167129865, "mask_rcnn/false_negative": 0.0824471043854861, "mask_rcnn/false_positive": 0.12762834396889647, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5760312639977201, "total_loss": 1.1685753195997677} {"data_time": 0.012420866001775721, "eta_seconds": 102522.93787916133, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.3962695247590562, "fast_rcnn/fg_cls_accuracy": 0.538131859328687, "iteration": 88919, "loss_box_reg": 0.23778846580535173, "loss_cls": 0.22596379090100527, "loss_mask": 0.25533441081643105, "loss_rpn_cls": 0.04520964057883248, "loss_rpn_loc": 0.09098832128802314, "loss_sem_seg": 0.31515781627967954, "lr": 0.02, "mask_rcnn/accuracy": 0.8714478242182151, "mask_rcnn/false_negative": 0.09065234815390359, "mask_rcnn/false_positive": 0.14444987420314803, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.5670189854972705, "total_loss": 1.1319527820451185} {"data_time": 0.012020095498883165, "eta_seconds": 102497.8110788103, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.36128680479825515, "fast_rcnn/fg_cls_accuracy": 0.635856052344602, "iteration": 88939, "loss_box_reg": 0.24805163335986435, "loss_cls": 0.22764962445944548, "loss_mask": 0.26493253745138645, "loss_rpn_cls": 0.04265201149974018, "loss_rpn_loc": 0.06984441843815148, "loss_sem_seg": 0.3428807344753295, "lr": 0.02, "mask_rcnn/accuracy": 0.8899680224202358, "mask_rcnn/false_negative": 0.09858287799830667, "mask_rcnn/false_positive": 0.13359708887757465, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5708585735010274, "total_loss": 1.2039663858304266} {"data_time": 0.013067866500932723, "eta_seconds": 102523.38469207667, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.3193607029237994, "fast_rcnn/fg_cls_accuracy": 0.6462737127371274, "iteration": 88959, "loss_box_reg": 0.2345818628091365, "loss_cls": 0.21297629131004214, "loss_mask": 0.25438307086005807, "loss_rpn_cls": 0.03986230448936112, "loss_rpn_loc": 0.08007394056767225, "loss_sem_seg": 0.31614345451816916, "lr": 0.02, "mask_rcnn/accuracy": 0.8918542190793499, "mask_rcnn/false_negative": 0.08546365584046245, "mask_rcnn/false_positive": 0.1213235868071787, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.5640770335012348, "total_loss": 1.17639136465732} {"data_time": 0.011893922499439213, "eta_seconds": 102541.14995794112, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.3378251699086009, "fast_rcnn/fg_cls_accuracy": 0.5862524785194977, "iteration": 88979, "loss_box_reg": 0.23084607254713774, "loss_cls": 0.20432414300739765, "loss_mask": 0.2597184367477894, "loss_rpn_cls": 0.03826906727044843, "loss_rpn_loc": 0.07128473301418126, "loss_sem_seg": 0.29690110753290355, "lr": 0.02, "mask_rcnn/accuracy": 0.8888026412222347, "mask_rcnn/false_negative": 0.09592802060853783, "mask_rcnn/false_positive": 0.13162506732458518, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5584228500010795, "total_loss": 1.108174121907723} {"data_time": 0.013002461499127094, "eta_seconds": 102511.31458301109, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.36726006191950467, "fast_rcnn/fg_cls_accuracy": 0.5707943170810462, "iteration": 88999, "loss_box_reg": 0.236256244010292, "loss_cls": 0.2305662608705461, "loss_mask": 0.2625932665541768, "loss_rpn_cls": 0.048926827672403306, "loss_rpn_loc": 0.07576828997116536, "loss_sem_seg": 0.33491633366793394, "lr": 0.02, "mask_rcnn/accuracy": 0.907596208408084, "mask_rcnn/false_negative": 0.07775432035584909, "mask_rcnn/false_positive": 0.09663315098961969, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5567567329999292, "total_loss": 1.2049385195714422} {"data_time": 0.012663569003052544, "eta_seconds": 102489.40673635656, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.34419642857142857, "fast_rcnn/fg_cls_accuracy": 0.6371710526315789, "iteration": 89019, "loss_box_reg": 0.24122428335249424, "loss_cls": 0.22268034983426332, "loss_mask": 0.2606182564049959, "loss_rpn_cls": 0.042649525799788535, "loss_rpn_loc": 0.08804095517552923, "loss_sem_seg": 0.3461315369931981, "lr": 0.02, "mask_rcnn/accuracy": 0.8876282076537179, "mask_rcnn/false_negative": 0.10012750754170202, "mask_rcnn/false_positive": 0.1241340908177366, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5745439644961152, "total_loss": 1.2078482822798833} {"data_time": 0.012803131001419388, "eta_seconds": 102463.13780580088, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3435661113080468, "fast_rcnn/fg_cls_accuracy": 0.6277126099706745, "iteration": 89039, "loss_box_reg": 0.22434483421966434, "loss_cls": 0.1902040175627917, "loss_mask": 0.2572644781321287, "loss_rpn_cls": 0.04307781836541835, "loss_rpn_loc": 0.07196795276831836, "loss_sem_seg": 0.31341086188331246, "lr": 0.02, "mask_rcnn/accuracy": 0.9007149715969923, "mask_rcnn/false_negative": 0.09286508880592856, "mask_rcnn/false_positive": 0.11063896949238346, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5660646969954541, "total_loss": 1.1476448233734118} {"data_time": 0.012437164998118533, "eta_seconds": 102429.87962295035, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3405797101449275, "fast_rcnn/fg_cls_accuracy": 0.6189557358664819, "iteration": 89059, "loss_box_reg": 0.23917316770530306, "loss_cls": 0.23207107500638813, "loss_mask": 0.2596759502775967, "loss_rpn_cls": 0.05432261899113655, "loss_rpn_loc": 0.0732041530427523, "loss_sem_seg": 0.3231965289451182, "lr": 0.02, "mask_rcnn/accuracy": 0.8858478839562375, "mask_rcnn/false_negative": 0.09850166446338982, "mask_rcnn/false_positive": 0.11464858501781452, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.562538833997678, "total_loss": 1.1728497378280736} {"data_time": 0.012620180499652633, "eta_seconds": 102418.55771364036, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.3682899389263902, "fast_rcnn/fg_cls_accuracy": 0.6049315810865736, "iteration": 89079, "loss_box_reg": 0.2211335995234549, "loss_cls": 0.214485302567482, "loss_mask": 0.259608993306756, "loss_rpn_cls": 0.037736949747340987, "loss_rpn_loc": 0.07508255306674982, "loss_sem_seg": 0.3008511570515111, "lr": 0.02, "mask_rcnn/accuracy": 0.886704001127078, "mask_rcnn/false_negative": 0.09471389461411514, "mask_rcnn/false_positive": 0.1278546604523547, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.5677616864995798, "total_loss": 1.1857624352560379} {"data_time": 0.011842774001706857, "eta_seconds": 102388.31428369944, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.30594916571090314, "fast_rcnn/fg_cls_accuracy": 0.694050834289097, "iteration": 89099, "loss_box_reg": 0.2406273486558348, "loss_cls": 0.22354336408898234, "loss_mask": 0.25856762286275625, "loss_rpn_cls": 0.04173386446200311, "loss_rpn_loc": 0.0655999741575215, "loss_sem_seg": 0.3390256658894941, "lr": 0.02, "mask_rcnn/accuracy": 0.8990946282493444, "mask_rcnn/false_negative": 0.08949285178018423, "mask_rcnn/false_positive": 0.14426128868894436, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.574956257998565, "total_loss": 1.1570038452045992} {"data_time": 0.013845386500179302, "eta_seconds": 102417.84047088085, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.38231884057971016, "fast_rcnn/fg_cls_accuracy": 0.5911371237458194, "iteration": 89119, "loss_box_reg": 0.24073742935433984, "loss_cls": 0.21394407015759498, "loss_mask": 0.2682286221534014, "loss_rpn_cls": 0.051250192045699805, "loss_rpn_loc": 0.07343015435617417, "loss_sem_seg": 0.33010994526557624, "lr": 0.02, "mask_rcnn/accuracy": 0.8642752608931221, "mask_rcnn/false_negative": 0.09787918924218648, "mask_rcnn/false_positive": 0.13745116568773366, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.5730422345004627, "total_loss": 1.1582264534808928} {"data_time": 0.012889012999949045, "eta_seconds": 102438.34613638508, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.3915094339622642, "fast_rcnn/fg_cls_accuracy": 0.525, "iteration": 89139, "loss_box_reg": 0.24404762452468276, "loss_cls": 0.22641175374155864, "loss_mask": 0.25981744285672903, "loss_rpn_cls": 0.047277270146878436, "loss_rpn_loc": 0.07752233667997643, "loss_sem_seg": 0.34414850268512964, "lr": 0.02, "mask_rcnn/accuracy": 0.8792230041625799, "mask_rcnn/false_negative": 0.1027633215376586, "mask_rcnn/false_positive": 0.14461227613683114, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.5678563995024888, "total_loss": 1.222993276140187} {"data_time": 0.013263600496429717, "eta_seconds": 102489.04141023685, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.34702618911642324, "fast_rcnn/fg_cls_accuracy": 0.6175899486007995, "iteration": 89159, "loss_box_reg": 0.22639732458628714, "loss_cls": 0.22215527761727571, "loss_mask": 0.24484632350504398, "loss_rpn_cls": 0.038449784129625186, "loss_rpn_loc": 0.05535476133809425, "loss_sem_seg": 0.33598062908276916, "lr": 0.02, "mask_rcnn/accuracy": 0.8874993507018192, "mask_rcnn/false_negative": 0.09104097948470409, "mask_rcnn/false_positive": 0.12549923869884916, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5721764939989953, "total_loss": 1.1295266933448147} {"data_time": 0.012159752001025481, "eta_seconds": 102542.2449670826, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.37852206273258904, "fast_rcnn/fg_cls_accuracy": 0.5807623213309381, "iteration": 89179, "loss_box_reg": 0.22649869602173567, "loss_cls": 0.21492599323391914, "loss_mask": 0.25810154154896736, "loss_rpn_cls": 0.04433821179554798, "loss_rpn_loc": 0.07219500257633626, "loss_sem_seg": 0.2911166432313621, "lr": 0.02, "mask_rcnn/accuracy": 0.8924932339878588, "mask_rcnn/false_negative": 0.09638036442972872, "mask_rcnn/false_positive": 0.12550806404934933, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5699125254977844, "total_loss": 1.1407937200565357} {"data_time": 0.012053293001372367, "eta_seconds": 102442.10369846024, "fast_rcnn/cls_accuracy": 0.912109375, "fast_rcnn/false_negative": 0.3433215391419726, "fast_rcnn/fg_cls_accuracy": 0.6127571718342509, "iteration": 89199, "loss_box_reg": 0.26424488448537886, "loss_cls": 0.2396052097901702, "loss_mask": 0.2606309475377202, "loss_rpn_cls": 0.04800973430974409, "loss_rpn_loc": 0.0877322651213035, "loss_sem_seg": 0.334233152680099, "lr": 0.02, "mask_rcnn/accuracy": 0.8737964984048967, "mask_rcnn/false_negative": 0.0996061902293751, "mask_rcnn/false_positive": 0.12448216616022154, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5670348505009315, "total_loss": 1.2351994455675595} {"data_time": 0.012946007500431733, "eta_seconds": 102393.0347221448, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.3660901467505241, "fast_rcnn/fg_cls_accuracy": 0.5732005590496156, "iteration": 89219, "loss_box_reg": 0.25472186831757426, "loss_cls": 0.22395391296595335, "loss_mask": 0.2643007831647992, "loss_rpn_cls": 0.04795916681177914, "loss_rpn_loc": 0.09494008996989578, "loss_sem_seg": 0.3306299769319594, "lr": 0.02, "mask_rcnn/accuracy": 0.8758864551255284, "mask_rcnn/false_negative": 0.10149935157585005, "mask_rcnn/false_positive": 0.1442747813400617, "roi_head/num_bg_samples": 433.0, "roi_head/num_fg_samples": 79.0, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5654243675016914, "total_loss": 1.210876591358101} {"data_time": 0.012867159999586875, "eta_seconds": 102375.38872901071, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.3257377049180328, "fast_rcnn/fg_cls_accuracy": 0.6549365216319487, "iteration": 89239, "loss_box_reg": 0.21492300630779937, "loss_cls": 0.18505325517617166, "loss_mask": 0.2466894849203527, "loss_rpn_cls": 0.03889875211461913, "loss_rpn_loc": 0.07428539398824796, "loss_sem_seg": 0.3189975363202393, "lr": 0.02, "mask_rcnn/accuracy": 0.893148231703432, "mask_rcnn/false_negative": 0.0923777910237536, "mask_rcnn/false_positive": 0.10902679075287457, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.5580644934998418, "total_loss": 1.1019350133283297} {"data_time": 0.012679589999606833, "eta_seconds": 102353.49491347611, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.35904686655300033, "fast_rcnn/fg_cls_accuracy": 0.6031066056245913, "iteration": 89259, "loss_box_reg": 0.2265193124767393, "loss_cls": 0.2059581228531897, "loss_mask": 0.2570268362760544, "loss_rpn_cls": 0.04262215082417242, "loss_rpn_loc": 0.06742792367003858, "loss_sem_seg": 0.33645561151206493, "lr": 0.02, "mask_rcnn/accuracy": 0.8907107245883428, "mask_rcnn/false_negative": 0.09379920619769355, "mask_rcnn/false_positive": 0.1185484969888457, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5684555779989751, "total_loss": 1.1606338080600835} {"data_time": 0.011857962999783922, "eta_seconds": 102485.53571043261, "fast_rcnn/cls_accuracy": 0.91015625, "fast_rcnn/false_negative": 0.4218796214137829, "fast_rcnn/fg_cls_accuracy": 0.5704824976348155, "iteration": 89279, "loss_box_reg": 0.2454183683730662, "loss_cls": 0.2340846019797027, "loss_mask": 0.26737090293318033, "loss_rpn_cls": 0.04908571763371583, "loss_rpn_loc": 0.08803885808447376, "loss_sem_seg": 0.3791606118902564, "lr": 0.02, "mask_rcnn/accuracy": 0.8887272400086921, "mask_rcnn/false_negative": 0.09151792247375126, "mask_rcnn/false_positive": 0.11709131214435486, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5717873319990758, "total_loss": 1.310936426918488} {"data_time": 0.01296465500126942, "eta_seconds": 102474.19385910261, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.34916294642857143, "fast_rcnn/fg_cls_accuracy": 0.5764119601328903, "iteration": 89299, "loss_box_reg": 0.2350882259197533, "loss_cls": 0.2145816758275032, "loss_mask": 0.26055026799440384, "loss_rpn_cls": 0.04219458013540134, "loss_rpn_loc": 0.09017581772059202, "loss_sem_seg": 0.3350151777267456, "lr": 0.02, "mask_rcnn/accuracy": 0.8740594391849839, "mask_rcnn/false_negative": 0.12881172558833076, "mask_rcnn/false_positive": 0.12714203277463704, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5798134809992916, "total_loss": 1.1714970083266962} {"data_time": 0.012850182498368667, "eta_seconds": 102462.85200777261, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.4006500705502923, "fast_rcnn/fg_cls_accuracy": 0.5677092472363572, "iteration": 89319, "loss_box_reg": 0.2369088907726109, "loss_cls": 0.2301156814210117, "loss_mask": 0.25988747738301754, "loss_rpn_cls": 0.05489962859428488, "loss_rpn_loc": 0.09553280367981642, "loss_sem_seg": 0.3419437948614359, "lr": 0.02, "mask_rcnn/accuracy": 0.8962925208790256, "mask_rcnn/false_negative": 0.08334728880832609, "mask_rcnn/false_positive": 0.13725132389981284, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.562931699998444, "total_loss": 1.240189521893626} {"data_time": 0.012343573001999175, "eta_seconds": 102339.14967365368, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3509626338573707, "fast_rcnn/fg_cls_accuracy": 0.5947246184472462, "iteration": 89339, "loss_box_reg": 0.22526150196790695, "loss_cls": 0.2199362823739648, "loss_mask": 0.26060085743665695, "loss_rpn_cls": 0.036342502280604094, "loss_rpn_loc": 0.07066646788734943, "loss_sem_seg": 0.33989035710692406, "lr": 0.02, "mask_rcnn/accuracy": 0.8823578897019334, "mask_rcnn/false_negative": 0.09238748173926903, "mask_rcnn/false_positive": 0.14083407672834708, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5600287309971463, "total_loss": 1.207807293132646} {"data_time": 0.012757612501445692, "eta_seconds": 102327.82026114366, "fast_rcnn/cls_accuracy": 0.90966796875, "fast_rcnn/false_negative": 0.3984295674541393, "fast_rcnn/fg_cls_accuracy": 0.5661138034759359, "iteration": 89359, "loss_box_reg": 0.27857630094513297, "loss_cls": 0.26048775552771986, "loss_mask": 0.27705973386764526, "loss_rpn_cls": 0.05195400834782049, "loss_rpn_loc": 0.1001454956131056, "loss_sem_seg": 0.32312866812571883, "lr": 0.02, "mask_rcnn/accuracy": 0.8859349935762555, "mask_rcnn/false_negative": 0.10576103736143547, "mask_rcnn/false_positive": 0.12593180479103927, "roi_head/num_bg_samples": 421.5, "roi_head/num_fg_samples": 90.5, "rpn/num_neg_anchors": 191.5, "rpn/num_pos_anchors": 64.5, "time": 0.5789961760019651, "total_loss": 1.2978148912952747} {"data_time": 0.012165469001047313, "eta_seconds": 102428.82645378262, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.2593574348492591, "fast_rcnn/fg_cls_accuracy": 0.733721322537112, "iteration": 89379, "loss_box_reg": 0.2300340465735644, "loss_cls": 0.20129289291799068, "loss_mask": 0.2522201742976904, "loss_rpn_cls": 0.042680060694692656, "loss_rpn_loc": 0.07225587381981313, "loss_sem_seg": 0.34520247019827366, "lr": 0.02, "mask_rcnn/accuracy": 0.9140110058059513, "mask_rcnn/false_negative": 0.08731156773195457, "mask_rcnn/false_positive": 0.10247552152735187, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5708327805041336, "total_loss": 1.144853435747791} {"data_time": 0.011967457499849843, "eta_seconds": 102383.31164230067, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.2777370478983382, "fast_rcnn/fg_cls_accuracy": 0.7010104935872523, "iteration": 89399, "loss_box_reg": 0.21730935666710138, "loss_cls": 0.1933783150743693, "loss_mask": 0.263879144564271, "loss_rpn_cls": 0.041065878176596016, "loss_rpn_loc": 0.07497003280150238, "loss_sem_seg": 0.35222560353577137, "lr": 0.02, "mask_rcnn/accuracy": 0.8971420161471182, "mask_rcnn/false_negative": 0.09027642874565567, "mask_rcnn/false_positive": 0.12963816487430563, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5636352745023032, "total_loss": 1.1120918864326086} {"data_time": 0.01180448600280215, "eta_seconds": 102455.55440771992, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.303613777526821, "fast_rcnn/fg_cls_accuracy": 0.6510869565217392, "iteration": 89419, "loss_box_reg": 0.23452083626762033, "loss_cls": 0.21671080659143627, "loss_mask": 0.2596685355529189, "loss_rpn_cls": 0.04393143214110751, "loss_rpn_loc": 0.07887727580964565, "loss_sem_seg": 0.32031198195181787, "lr": 0.02, "mask_rcnn/accuracy": 0.9065256399169836, "mask_rcnn/false_negative": 0.06771110617316284, "mask_rcnn/false_positive": 0.11803771350954306, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 234.5, "rpn/num_pos_anchors": 21.5, "time": 0.5747592935003922, "total_loss": 1.1621303968713619} {"data_time": 0.013231049000751227, "eta_seconds": 102425.02681078376, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.36828609986504723, "fast_rcnn/fg_cls_accuracy": 0.6098163030998851, "iteration": 89439, "loss_box_reg": 0.2138542514294386, "loss_cls": 0.1901168042095378, "loss_mask": 0.25791484117507935, "loss_rpn_cls": 0.044522441166918725, "loss_rpn_loc": 0.08412907691672444, "loss_sem_seg": 0.30879849288612604, "lr": 0.02, "mask_rcnn/accuracy": 0.8953234417000265, "mask_rcnn/false_negative": 0.08886515763292108, "mask_rcnn/false_positive": 0.11982521976630917, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.561986661501578, "total_loss": 1.1144984346756246} {"data_time": 0.012377263003145345, "eta_seconds": 102323.72525273726, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.3984668703007519, "fast_rcnn/fg_cls_accuracy": 0.5154192654192654, "iteration": 89459, "loss_box_reg": 0.24939378630369902, "loss_cls": 0.22206187155097723, "loss_mask": 0.26597616635262966, "loss_rpn_cls": 0.04832390107912943, "loss_rpn_loc": 0.08282309101196006, "loss_sem_seg": 0.36439906526356936, "lr": 0.02, "mask_rcnn/accuracy": 0.8875085060299974, "mask_rcnn/false_negative": 0.0820435408075081, "mask_rcnn/false_positive": 0.1404150182935403, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.5540562014975876, "total_loss": 1.2454647416598164} {"data_time": 0.012678260496613802, "eta_seconds": 102311.84827547954, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.33721790603033663, "fast_rcnn/fg_cls_accuracy": 0.6344802071772104, "iteration": 89479, "loss_box_reg": 0.24626856204122305, "loss_cls": 0.22555336961522698, "loss_mask": 0.2572498391382396, "loss_rpn_cls": 0.04333992430474609, "loss_rpn_loc": 0.09163516873377375, "loss_sem_seg": 0.337605447974056, "lr": 0.02, "mask_rcnn/accuracy": 0.8793663298652794, "mask_rcnn/false_negative": 0.09844171848523035, "mask_rcnn/false_positive": 0.13827829507677453, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.561230504001287, "total_loss": 1.243476786185056} {"data_time": 0.012151711500337115, "eta_seconds": 102248.5143735735, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3509790106059482, "fast_rcnn/fg_cls_accuracy": 0.6101329500538987, "iteration": 89499, "loss_box_reg": 0.22616959013976157, "loss_cls": 0.22233611531555653, "loss_mask": 0.2563465368002653, "loss_rpn_cls": 0.049054849820095114, "loss_rpn_loc": 0.09629782836418599, "loss_sem_seg": 0.3592274384573102, "lr": 0.02, "mask_rcnn/accuracy": 0.8816739682434604, "mask_rcnn/false_negative": 0.1007998515694746, "mask_rcnn/false_positive": 0.12363619845920662, "roi_head/num_bg_samples": 459.0, "roi_head/num_fg_samples": 53.0, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.5551365585051826, "total_loss": 1.21130304352846} {"data_time": 0.011944400997890625, "eta_seconds": 102223.11691874376, "fast_rcnn/cls_accuracy": 0.95751953125, "fast_rcnn/false_negative": 0.2815575524176295, "fast_rcnn/fg_cls_accuracy": 0.6943196405648266, "iteration": 89519, "loss_box_reg": 0.22838218230754137, "loss_cls": 0.20734863635152578, "loss_mask": 0.26163351768627763, "loss_rpn_cls": 0.03696859412593767, "loss_rpn_loc": 0.06766175193479285, "loss_sem_seg": 0.32720732130110264, "lr": 0.02, "mask_rcnn/accuracy": 0.8999522129082944, "mask_rcnn/false_negative": 0.08938652402766623, "mask_rcnn/false_positive": 0.11026157338668982, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5646524955009227, "total_loss": 1.1227386034006486} {"data_time": 0.013309380497958045, "eta_seconds": 102205.48141151023, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.42961962280144095, "fast_rcnn/fg_cls_accuracy": 0.5547785547785548, "iteration": 89539, "loss_box_reg": 0.22458791779354215, "loss_cls": 0.2108005527406931, "loss_mask": 0.2749920776113868, "loss_rpn_cls": 0.05384753819089383, "loss_rpn_loc": 0.0781258211354725, "loss_sem_seg": 0.35046624671667814, "lr": 0.02, "mask_rcnn/accuracy": 0.872718253968254, "mask_rcnn/false_negative": 0.10992698512247512, "mask_rcnn/false_positive": 0.11492320355062544, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5588799530014512, "total_loss": 1.2154184917453676} {"data_time": 0.014043622002645861, "eta_seconds": 102207.68724206419, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.3133356790992259, "fast_rcnn/fg_cls_accuracy": 0.646021021021021, "iteration": 89559, "loss_box_reg": 0.2356048496440053, "loss_cls": 0.21756774885579944, "loss_mask": 0.24931211955845356, "loss_rpn_cls": 0.04734390632074792, "loss_rpn_loc": 0.09197194431908429, "loss_sem_seg": 0.330484161619097, "lr": 0.02, "mask_rcnn/accuracy": 0.8901608423292097, "mask_rcnn/false_negative": 0.086904972124152, "mask_rcnn/false_positive": 0.09430260249814418, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5690154210024048, "total_loss": 1.1826929311209824} {"data_time": 0.01203874850034481, "eta_seconds": 102137.57697424715, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3459442957118031, "fast_rcnn/fg_cls_accuracy": 0.6241742654508612, "iteration": 89579, "loss_box_reg": 0.2294669533148408, "loss_cls": 0.20152990566566586, "loss_mask": 0.2523372871801257, "loss_rpn_cls": 0.04155374664696865, "loss_rpn_loc": 0.07641463671461679, "loss_sem_seg": 0.31015964318066835, "lr": 0.02, "mask_rcnn/accuracy": 0.888435558773166, "mask_rcnn/false_negative": 0.10336371286731569, "mask_rcnn/false_positive": 0.13394692781018352, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5521661200000381, "total_loss": 1.147683770104777} {"data_time": 0.013005820499529364, "eta_seconds": 102147.398645045, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.31213235294117647, "fast_rcnn/fg_cls_accuracy": 0.5980616605616605, "iteration": 89599, "loss_box_reg": 0.2527407365851104, "loss_cls": 0.2200507279485464, "loss_mask": 0.2578027215786278, "loss_rpn_cls": 0.04616033550701104, "loss_rpn_loc": 0.08283469977322966, "loss_sem_seg": 0.35649669636040926, "lr": 0.02, "mask_rcnn/accuracy": 0.8747503877924796, "mask_rcnn/false_negative": 0.10361361748625848, "mask_rcnn/false_positive": 0.1390192517991443, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5691075355025532, "total_loss": 1.211161995655857} {"data_time": 0.013243898501968943, "eta_seconds": 102147.33065784513, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.39345711759504864, "fast_rcnn/fg_cls_accuracy": 0.5863095238095238, "iteration": 89619, "loss_box_reg": 0.2481670961715281, "loss_cls": 0.2140095978975296, "loss_mask": 0.26011352706700563, "loss_rpn_cls": 0.04403518565231934, "loss_rpn_loc": 0.06979919667355716, "loss_sem_seg": 0.34028018452227116, "lr": 0.02, "mask_rcnn/accuracy": 0.8854466141615376, "mask_rcnn/false_negative": 0.0981970394867738, "mask_rcnn/false_positive": 0.12461783361800705, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5769398079974053, "total_loss": 1.1981039909878746} {"data_time": 0.012840567997045582, "eta_seconds": 102155.14979738335, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.36353237245481584, "fast_rcnn/fg_cls_accuracy": 0.6309958453984641, "iteration": 89639, "loss_box_reg": 0.22427074005827308, "loss_cls": 0.22323195962235332, "loss_mask": 0.25445739086717367, "loss_rpn_cls": 0.04234072087274399, "loss_rpn_loc": 0.06758224571240135, "loss_sem_seg": 0.30713765718974173, "lr": 0.02, "mask_rcnn/accuracy": 0.9010460275614042, "mask_rcnn/false_negative": 0.0958724613846497, "mask_rcnn/false_positive": 0.11907633336065404, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5646683394988941, "total_loss": 1.1302439067221712} {"data_time": 0.012737075005134102, "eta_seconds": 102227.2848402749, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.3795454545454545, "fast_rcnn/fg_cls_accuracy": 0.5910818713450292, "iteration": 89659, "loss_box_reg": 0.23436589492484927, "loss_cls": 0.21073034591972828, "loss_mask": 0.26453705597668886, "loss_rpn_cls": 0.03913959708006587, "loss_rpn_loc": 0.07445149001432583, "loss_sem_seg": 0.3562799347564578, "lr": 0.02, "mask_rcnn/accuracy": 0.8803941141674061, "mask_rcnn/false_negative": 0.10549448437568729, "mask_rcnn/false_positive": 0.12196240725557167, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 236.0, "rpn/num_pos_anchors": 20.0, "time": 0.568337430999236, "total_loss": 1.214794933446683} {"data_time": 0.012262446001841454, "eta_seconds": 102263.43391339999, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.2968344577062792, "fast_rcnn/fg_cls_accuracy": 0.6234784644194757, "iteration": 89679, "loss_box_reg": 0.22205316927284002, "loss_cls": 0.22566885640844703, "loss_mask": 0.25859388150274754, "loss_rpn_cls": 0.04190977422695141, "loss_rpn_loc": 0.06658370330114849, "loss_sem_seg": 0.316650758497417, "lr": 0.02, "mask_rcnn/accuracy": 0.9043999058590001, "mask_rcnn/false_negative": 0.08496473328691392, "mask_rcnn/false_positive": 0.11231338959122714, "roi_head/num_bg_samples": 463.75, "roi_head/num_fg_samples": 48.25, "rpn/num_neg_anchors": 242.0, "rpn/num_pos_anchors": 14.0, "time": 0.573195910998038, "total_loss": 1.1752281690132804} {"data_time": 0.012137092999182642, "eta_seconds": 102270.64739480175, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.39759386567953464, "fast_rcnn/fg_cls_accuracy": 0.5530606789628442, "iteration": 89699, "loss_box_reg": 0.22269874345511198, "loss_cls": 0.22601979225873947, "loss_mask": 0.25923167541623116, "loss_rpn_cls": 0.05289834295399487, "loss_rpn_loc": 0.08544919345877133, "loss_sem_seg": 0.3181110001169145, "lr": 0.02, "mask_rcnn/accuracy": 0.8662266261184277, "mask_rcnn/false_negative": 0.10477821717348346, "mask_rcnn/false_positive": 0.1447107494300418, "roi_head/num_bg_samples": 459.5, "roi_head/num_fg_samples": 52.5, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.5684935090030194, "total_loss": 1.1676289102761075} {"data_time": 0.012783357000444084, "eta_seconds": 102334.57135886452, "fast_rcnn/cls_accuracy": 0.912109375, "fast_rcnn/false_negative": 0.41978789099207947, "fast_rcnn/fg_cls_accuracy": 0.5703403141361256, "iteration": 89719, "loss_box_reg": 0.22633330104872584, "loss_cls": 0.21127557009458542, "loss_mask": 0.25759789580479264, "loss_rpn_cls": 0.046012157574296, "loss_rpn_loc": 0.07525039499159902, "loss_sem_seg": 0.32722438871860504, "lr": 0.02, "mask_rcnn/accuracy": 0.8811436893598019, "mask_rcnn/false_negative": 0.10771624457439849, "mask_rcnn/false_positive": 0.14769262335777938, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5704352195025422, "total_loss": 1.132185475085862} {"data_time": 0.013382156503212173, "eta_seconds": 102323.21857389451, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.37821948488241885, "fast_rcnn/fg_cls_accuracy": 0.6020886199492486, "iteration": 89739, "loss_box_reg": 0.24513686634600163, "loss_cls": 0.23181242449209094, "loss_mask": 0.2669191053137183, "loss_rpn_cls": 0.05231874558376148, "loss_rpn_loc": 0.07909741892945021, "loss_sem_seg": 0.33587771747261286, "lr": 0.02, "mask_rcnn/accuracy": 0.8961425479282623, "mask_rcnn/false_negative": 0.10104950287303499, "mask_rcnn/false_positive": 0.12105639096054185, "roi_head/num_bg_samples": 456.5, "roi_head/num_fg_samples": 55.5, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5771025840003858, "total_loss": 1.2286265032889787} {"data_time": 0.012923117999889655, "eta_seconds": 102275.9484439091, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3090008151357845, "fast_rcnn/fg_cls_accuracy": 0.6659401571413195, "iteration": 89759, "loss_box_reg": 0.21980446809902787, "loss_cls": 0.1974040949717164, "loss_mask": 0.2571911602281034, "loss_rpn_cls": 0.0402978656347841, "loss_rpn_loc": 0.06669805871206336, "loss_sem_seg": 0.36740204598754644, "lr": 0.02, "mask_rcnn/accuracy": 0.8873437962141378, "mask_rcnn/false_negative": 0.11530377903068684, "mask_rcnn/false_positive": 0.11808646365859657, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5697644100000616, "total_loss": 1.1287472177937161} {"data_time": 0.012848170004872372, "eta_seconds": 102346.87999277726, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3488236664337293, "fast_rcnn/fg_cls_accuracy": 0.5328815261044176, "iteration": 89779, "loss_box_reg": 0.24616313772276044, "loss_cls": 0.2420704464893788, "loss_mask": 0.26074440591037273, "loss_rpn_cls": 0.05570696634822525, "loss_rpn_loc": 0.0829455514322035, "loss_sem_seg": 0.31862348038703203, "lr": 0.02, "mask_rcnn/accuracy": 0.889350591573236, "mask_rcnn/false_negative": 0.09093246071853923, "mask_rcnn/false_positive": 0.1076291694566668, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5829048989980947, "total_loss": 1.175077955238521} {"data_time": 0.01273381399732898, "eta_seconds": 102289.1602189845, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.26229508196721313, "fast_rcnn/fg_cls_accuracy": 0.7313244921940574, "iteration": 89799, "loss_box_reg": 0.21430130628868937, "loss_cls": 0.20781190879642963, "loss_mask": 0.23728099465370178, "loss_rpn_cls": 0.0483696315495763, "loss_rpn_loc": 0.08034842746565118, "loss_sem_seg": 0.3011570640373975, "lr": 0.02, "mask_rcnn/accuracy": 0.9012244814442392, "mask_rcnn/false_negative": 0.07840413499776225, "mask_rcnn/false_positive": 0.10978817744776811, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5596208604983985, "total_loss": 1.0896229639765806} {"data_time": 0.01216090350135346, "eta_seconds": 102208.99315696357, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.3433354728284125, "fast_rcnn/fg_cls_accuracy": 0.5862216516902011, "iteration": 89819, "loss_box_reg": 0.23989612748846412, "loss_cls": 0.2073727329261601, "loss_mask": 0.2512271157465875, "loss_rpn_cls": 0.04287406714865938, "loss_rpn_loc": 0.08334287762409076, "loss_sem_seg": 0.3346118819899857, "lr": 0.02, "mask_rcnn/accuracy": 0.8744013487190072, "mask_rcnn/false_negative": 0.10599314380219588, "mask_rcnn/false_positive": 0.14198279189809504, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.5569164855005511, "total_loss": 1.1501041508745402} {"data_time": 0.012293989497266011, "eta_seconds": 102146.68784996608, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.3663079470198676, "fast_rcnn/fg_cls_accuracy": 0.6012048192771084, "iteration": 89839, "loss_box_reg": 0.21806847932748497, "loss_cls": 0.21397071331739426, "loss_mask": 0.25217146798968315, "loss_rpn_cls": 0.04367607203312218, "loss_rpn_loc": 0.07062378205591813, "loss_sem_seg": 0.3309290357865393, "lr": 0.02, "mask_rcnn/accuracy": 0.8871696304333421, "mask_rcnn/false_negative": 0.11179706683560928, "mask_rcnn/false_positive": 0.11371370651158022, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5585320600002888, "total_loss": 1.1298075544764288} {"data_time": 0.012633517497306457, "eta_seconds": 102127.26660475829, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.39642857142857146, "fast_rcnn/fg_cls_accuracy": 0.6035714285714285, "iteration": 89859, "loss_box_reg": 0.23117235559038818, "loss_cls": 0.20230750553309917, "loss_mask": 0.26331187412142754, "loss_rpn_cls": 0.040104014304233715, "loss_rpn_loc": 0.08403116767294705, "loss_sem_seg": 0.3719376348890364, "lr": 0.02, "mask_rcnn/accuracy": 0.8910670995328034, "mask_rcnn/false_negative": 0.09651650016175042, "mask_rcnn/false_positive": 0.1153405119545733, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5790011754979787, "total_loss": 1.1783544383361004} {"data_time": 0.012736753000353929, "eta_seconds": 102147.27618170489, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.3884240759240759, "fast_rcnn/fg_cls_accuracy": 0.5899413086913088, "iteration": 89879, "loss_box_reg": 0.2379204137250781, "loss_cls": 0.2264655544422567, "loss_mask": 0.25653450144454837, "loss_rpn_cls": 0.04512044717557728, "loss_rpn_loc": 0.07250819492037408, "loss_sem_seg": 0.3122202348895371, "lr": 0.02, "mask_rcnn/accuracy": 0.8783727433281006, "mask_rcnn/false_negative": 0.08361527478837386, "mask_rcnn/false_positive": 0.13745165850630553, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 201.75, "rpn/num_pos_anchors": 54.25, "time": 0.5633035190003284, "total_loss": 1.1737152886926197} {"data_time": 0.013741659498919034, "eta_seconds": 102024.18377945693, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.2928571428571428, "fast_rcnn/fg_cls_accuracy": 0.6200083542188806, "iteration": 89899, "loss_box_reg": 0.2425270474050194, "loss_cls": 0.22125111822970212, "loss_mask": 0.26956893503665924, "loss_rpn_cls": 0.05093888772535138, "loss_rpn_loc": 0.10200539109064266, "loss_sem_seg": 0.33771467907354236, "lr": 0.02, "mask_rcnn/accuracy": 0.8831805884716177, "mask_rcnn/false_negative": 0.09098848074490792, "mask_rcnn/false_positive": 0.11958851190403451, "roi_head/num_bg_samples": 462.0, "roi_head/num_fg_samples": 50.0, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.56934163799815, "total_loss": 1.2240404449403286} {"data_time": 0.012742438000714174, "eta_seconds": 102047.27416759857, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.3324507885345919, "fast_rcnn/fg_cls_accuracy": 0.628418640183346, "iteration": 89919, "loss_box_reg": 0.2576346299611032, "loss_cls": 0.23581320559605956, "loss_mask": 0.26137737464159727, "loss_rpn_cls": 0.04308562376536429, "loss_rpn_loc": 0.07592161645879969, "loss_sem_seg": 0.3159033013507724, "lr": 0.02, "mask_rcnn/accuracy": 0.885467477389082, "mask_rcnn/false_negative": 0.10529775069481989, "mask_rcnn/false_positive": 0.11625554624696786, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 208.25, "rpn/num_pos_anchors": 47.75, "time": 0.5715719724976225, "total_loss": 1.213361645990517} {"data_time": 0.01187979999667732, "eta_seconds": 102015.76196596299, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.34111498257839723, "fast_rcnn/fg_cls_accuracy": 0.6236888111888113, "iteration": 89939, "loss_box_reg": 0.23167374497279525, "loss_cls": 0.21054207114502788, "loss_mask": 0.2548407558351755, "loss_rpn_cls": 0.04150752330315299, "loss_rpn_loc": 0.07301306130830199, "loss_sem_seg": 0.3402214066591114, "lr": 0.02, "mask_rcnn/accuracy": 0.8795227491744465, "mask_rcnn/false_negative": 0.09345793546628009, "mask_rcnn/false_positive": 0.13445627948150077, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5647048344981158, "total_loss": 1.2017007070535328} {"data_time": 0.013286687499203254, "eta_seconds": 102057.22819507451, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.40234375, "fast_rcnn/fg_cls_accuracy": 0.5718092873831775, "iteration": 89959, "loss_box_reg": 0.2487452356144786, "loss_cls": 0.24528174102306366, "loss_mask": 0.275870431214571, "loss_rpn_cls": 0.053694435162469745, "loss_rpn_loc": 0.07766911736689508, "loss_sem_seg": 0.33308112248778343, "lr": 0.02, "mask_rcnn/accuracy": 0.8700380984236691, "mask_rcnn/false_negative": 0.1195176878801319, "mask_rcnn/false_positive": 0.1537196264940321, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.5717460220002977, "total_loss": 1.2905617976211943} {"data_time": 0.012351179000688717, "eta_seconds": 102137.28711683577, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.4277071990320629, "fast_rcnn/fg_cls_accuracy": 0.5534468395293137, "iteration": 89979, "loss_box_reg": 0.2398966969922185, "loss_cls": 0.23159948037937284, "loss_mask": 0.26891892962157726, "loss_rpn_cls": 0.05248520913301036, "loss_rpn_loc": 0.08050832588924095, "loss_sem_seg": 0.3268603589385748, "lr": 0.02, "mask_rcnn/accuracy": 0.8888887035518905, "mask_rcnn/false_negative": 0.10383210379516758, "mask_rcnn/false_positive": 0.13965094219376153, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5812708375015063, "total_loss": 1.2237507259123959} {"data_time": 0.013739049500145484, "eta_seconds": 102179.21807897885, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3568480819831048, "fast_rcnn/fg_cls_accuracy": 0.5614653736898815, "iteration": 89999, "loss_box_reg": 0.23049277672544122, "loss_cls": 0.2202701335772872, "loss_mask": 0.2648761849850416, "loss_rpn_cls": 0.0548205622471869, "loss_rpn_loc": 0.07830125422333367, "loss_sem_seg": 0.31972471694462, "lr": 0.02, "mask_rcnn/accuracy": 0.8956714881280065, "mask_rcnn/false_negative": 0.07886393412130963, "mask_rcnn/false_positive": 0.13214136933982545, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5706347554987588, "total_loss": 1.1922164853604045} {"data_time": 0.012518505500338506, "eta_seconds": 102147.45496026495, "fast_rcnn/cls_accuracy": 0.90673828125, "fast_rcnn/false_negative": 0.3175342880957793, "fast_rcnn/fg_cls_accuracy": 0.6449631003017413, "iteration": 90019, "loss_box_reg": 0.235573808895424, "loss_cls": 0.23339495668187737, "loss_mask": 0.2624936359934509, "loss_rpn_cls": 0.043094104155898094, "loss_rpn_loc": 0.08032066028681584, "loss_sem_seg": 0.3356324410997331, "lr": 0.02, "mask_rcnn/accuracy": 0.8863045398962195, "mask_rcnn/false_negative": 0.1022293485296647, "mask_rcnn/false_positive": 0.13049132546444475, "roi_head/num_bg_samples": 430.75, "roi_head/num_fg_samples": 81.25, "rpn/num_neg_anchors": 199.5, "rpn/num_pos_anchors": 56.5, "time": 0.5652029884986405, "total_loss": 1.1712300299695926} {"data_time": 0.012271322004380636, "eta_seconds": 102156.5117122189, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.3352127659574468, "fast_rcnn/fg_cls_accuracy": 0.6292187499999999, "iteration": 90039, "loss_box_reg": 0.24418953293934464, "loss_cls": 0.21472571208141744, "loss_mask": 0.26339902449399233, "loss_rpn_cls": 0.0421554539934732, "loss_rpn_loc": 0.07274942169897258, "loss_sem_seg": 0.32090170960873365, "lr": 0.02, "mask_rcnn/accuracy": 0.8957239527389904, "mask_rcnn/false_negative": 0.09512706719857611, "mask_rcnn/false_positive": 0.09997321089124893, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5745688429997244, "total_loss": 1.1737014166428708} {"data_time": 0.012714639498881297, "eta_seconds": 102185.16337182285, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.3106060606060606, "fast_rcnn/fg_cls_accuracy": 0.6315620998719591, "iteration": 90059, "loss_box_reg": 0.258163383230567, "loss_cls": 0.25100628146901727, "loss_mask": 0.2617939356714487, "loss_rpn_cls": 0.045600696466863155, "loss_rpn_loc": 0.08456296648364514, "loss_sem_seg": 0.31733365450054407, "lr": 0.02, "mask_rcnn/accuracy": 0.8935385307969341, "mask_rcnn/false_negative": 0.08450053173198635, "mask_rcnn/false_positive": 0.11840842256343054, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 205.75, "rpn/num_pos_anchors": 50.25, "time": 0.5640206964999379, "total_loss": 1.1802801564044785} {"data_time": 0.012766415500664152, "eta_seconds": 102096.00124481723, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.39093453919035315, "fast_rcnn/fg_cls_accuracy": 0.5540394585253456, "iteration": 90079, "loss_box_reg": 0.22203970467671752, "loss_cls": 0.20092965965159237, "loss_mask": 0.2526350482366979, "loss_rpn_cls": 0.04514191796261002, "loss_rpn_loc": 0.0785681497072801, "loss_sem_seg": 0.31432888889685273, "lr": 0.02, "mask_rcnn/accuracy": 0.8868490810749334, "mask_rcnn/false_negative": 0.08141059150353588, "mask_rcnn/false_positive": 0.1177631028351775, "roi_head/num_bg_samples": 459.75, "roi_head/num_fg_samples": 52.25, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.551918385499448, "total_loss": 1.1026454163948074} {"data_time": 0.01278142050068709, "eta_seconds": 102070.94722554425, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.3492063492063492, "fast_rcnn/fg_cls_accuracy": 0.5753467843631778, "iteration": 90099, "loss_box_reg": 0.22218140540644526, "loss_cls": 0.21636970341205597, "loss_mask": 0.26315937004983425, "loss_rpn_cls": 0.04401446142583154, "loss_rpn_loc": 0.06795101542957127, "loss_sem_seg": 0.3207333516329527, "lr": 0.02, "mask_rcnn/accuracy": 0.8717749445105297, "mask_rcnn/false_negative": 0.09662420571735907, "mask_rcnn/false_positive": 0.1317571630911351, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5695529985023313, "total_loss": 1.161844929360086} {"data_time": 0.012555523000628455, "eta_seconds": 102037.82913062672, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.36696522655426767, "fast_rcnn/fg_cls_accuracy": 0.6330347734457324, "iteration": 90119, "loss_box_reg": 0.2481356426142156, "loss_cls": 0.22706053126603365, "loss_mask": 0.2556327134370804, "loss_rpn_cls": 0.04599226549908053, "loss_rpn_loc": 0.07654858124442399, "loss_sem_seg": 0.34233107790350914, "lr": 0.02, "mask_rcnn/accuracy": 0.8844453165881737, "mask_rcnn/false_negative": 0.10348269974545549, "mask_rcnn/false_positive": 0.14247298550740917, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5664986755000427, "total_loss": 1.2240153134334832} {"data_time": 0.013333852501091314, "eta_seconds": 101999.36528148768, "fast_rcnn/cls_accuracy": 0.8916015625, "fast_rcnn/false_negative": 0.49614287058233253, "fast_rcnn/fg_cls_accuracy": 0.44399546641699106, "iteration": 90139, "loss_box_reg": 0.2477996158413589, "loss_cls": 0.24058716231957078, "loss_mask": 0.2692058850079775, "loss_rpn_cls": 0.04555420862743631, "loss_rpn_loc": 0.08188169467030093, "loss_sem_seg": 0.3543163612484932, "lr": 0.02, "mask_rcnn/accuracy": 0.8732115862217903, "mask_rcnn/false_negative": 0.12448218788283619, "mask_rcnn/false_positive": 0.13000918964967373, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.55984162349705, "total_loss": 1.2412460905325133} {"data_time": 0.012179401997855166, "eta_seconds": 101957.18772220836, "fast_rcnn/cls_accuracy": 0.9072265625, "fast_rcnn/false_negative": 0.4050765912735719, "fast_rcnn/fg_cls_accuracy": 0.5806746159630465, "iteration": 90159, "loss_box_reg": 0.24006956908851862, "loss_cls": 0.23372767679393291, "loss_mask": 0.2653005598112941, "loss_rpn_cls": 0.05577451502904296, "loss_rpn_loc": 0.08517234626560821, "loss_sem_seg": 0.3309523481875658, "lr": 0.02, "mask_rcnn/accuracy": 0.860288958240639, "mask_rcnn/false_negative": 0.11982031448644304, "mask_rcnn/false_positive": 0.15499515497975147, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.5695527874995605, "total_loss": 1.2439380453979538} {"data_time": 0.013042178001342108, "eta_seconds": 101920.81858630979, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.3232912822443984, "fast_rcnn/fg_cls_accuracy": 0.6434077780489789, "iteration": 90179, "loss_box_reg": 0.22297072049695998, "loss_cls": 0.21547200134955347, "loss_mask": 0.259418111294508, "loss_rpn_cls": 0.05184678273508325, "loss_rpn_loc": 0.07954497949685901, "loss_sem_seg": 0.31918427208438516, "lr": 0.02, "mask_rcnn/accuracy": 0.8873277901437242, "mask_rcnn/false_negative": 0.08217280508001298, "mask_rcnn/false_positive": 0.12147009232039152, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5604119965028076, "total_loss": 1.158818403549958} {"data_time": 0.011883425500855083, "eta_seconds": 101854.2388311566, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.37923759639167753, "fast_rcnn/fg_cls_accuracy": 0.584148224395265, "iteration": 90199, "loss_box_reg": 0.22992845298722386, "loss_cls": 0.21610866161063313, "loss_mask": 0.26688621938228607, "loss_rpn_cls": 0.041262249898863956, "loss_rpn_loc": 0.07721213466720656, "loss_sem_seg": 0.34229994378983974, "lr": 0.02, "mask_rcnn/accuracy": 0.8708123379729327, "mask_rcnn/false_negative": 0.11308276179992485, "mask_rcnn/false_positive": 0.14396761894466692, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5497062315007497, "total_loss": 1.1743630947603378} {"data_time": 0.01302497150390991, "eta_seconds": 101825.12082616964, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.37254464285714284, "fast_rcnn/fg_cls_accuracy": 0.5646728016359919, "iteration": 90219, "loss_box_reg": 0.23745278036221862, "loss_cls": 0.21869501983746886, "loss_mask": 0.2557269558310509, "loss_rpn_cls": 0.04399543796898797, "loss_rpn_loc": 0.0828149408189347, "loss_sem_seg": 0.35931322490796447, "lr": 0.02, "mask_rcnn/accuracy": 0.8925767030568192, "mask_rcnn/false_negative": 0.10712419032657512, "mask_rcnn/false_positive": 0.13161563165548307, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5552834279988019, "total_loss": 1.1944028023572173} {"data_time": 0.012737984499835875, "eta_seconds": 101831.57950471656, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3448780487804878, "fast_rcnn/fg_cls_accuracy": 0.5945576993083364, "iteration": 90239, "loss_box_reg": 0.2411326365545392, "loss_cls": 0.21874366095289588, "loss_mask": 0.26793060172349215, "loss_rpn_cls": 0.0543520335922949, "loss_rpn_loc": 0.08859961613779888, "loss_sem_seg": 0.2941151284612715, "lr": 0.02, "mask_rcnn/accuracy": 0.8825992900190747, "mask_rcnn/false_negative": 0.09683916257310277, "mask_rcnn/false_positive": 0.13522802188617455, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5622431434967439, "total_loss": 1.1699116405798122} {"data_time": 0.013727145498705795, "eta_seconds": 101834.46205188327, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.35767790262172283, "fast_rcnn/fg_cls_accuracy": 0.5824262640449438, "iteration": 90259, "loss_box_reg": 0.23525044391863048, "loss_cls": 0.22765930369496346, "loss_mask": 0.25750746950507164, "loss_rpn_cls": 0.043121457332745194, "loss_rpn_loc": 0.06479665858205408, "loss_sem_seg": 0.29772420739755034, "lr": 0.02, "mask_rcnn/accuracy": 0.8865066901266435, "mask_rcnn/false_negative": 0.09366590351551493, "mask_rcnn/false_positive": 0.1532690745644078, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5726072965007916, "total_loss": 1.1243949219351634} {"data_time": 0.014134326498606242, "eta_seconds": 101804.9895903185, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.3370203503087982, "fast_rcnn/fg_cls_accuracy": 0.6004201680672269, "iteration": 90279, "loss_box_reg": 0.24237277591601014, "loss_cls": 0.21792829502373934, "loss_mask": 0.24641662277281284, "loss_rpn_cls": 0.038139728596434, "loss_rpn_loc": 0.065408910435508, "loss_sem_seg": 0.33453454822301865, "lr": 0.02, "mask_rcnn/accuracy": 0.8993440233236152, "mask_rcnn/false_negative": 0.1024430149696892, "mask_rcnn/false_positive": 0.10128703538986515, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5558738239997183, "total_loss": 1.135762345045805} {"data_time": 0.012831191997975111, "eta_seconds": 101779.81008884983, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.3702727693018955, "fast_rcnn/fg_cls_accuracy": 0.6059384164222874, "iteration": 90299, "loss_box_reg": 0.23450903920456767, "loss_cls": 0.20460246759466827, "loss_mask": 0.26748945098370314, "loss_rpn_cls": 0.045789835159666836, "loss_rpn_loc": 0.08179684897186235, "loss_sem_seg": 0.3124113390222192, "lr": 0.02, "mask_rcnn/accuracy": 0.8890069800153263, "mask_rcnn/false_negative": 0.08767665665743857, "mask_rcnn/false_positive": 0.1286167383883623, "roi_head/num_bg_samples": 457.25, "roi_head/num_fg_samples": 54.75, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5649014989940042, "total_loss": 1.1787068036210258} {"data_time": 0.012026398500893265, "eta_seconds": 101786.26085183647, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.37071808023447517, "fast_rcnn/fg_cls_accuracy": 0.5726407284768211, "iteration": 90319, "loss_box_reg": 0.23738685506395996, "loss_cls": 0.23503402434289455, "loss_mask": 0.2624823423102498, "loss_rpn_cls": 0.04373694723471999, "loss_rpn_loc": 0.08046410651877522, "loss_sem_seg": 0.3119330480694771, "lr": 0.02, "mask_rcnn/accuracy": 0.884900692419825, "mask_rcnn/false_negative": 0.09889063186992389, "mask_rcnn/false_positive": 0.1300478071895962, "roi_head/num_bg_samples": 431.75, "roi_head/num_fg_samples": 80.25, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5674270404997515, "total_loss": 1.1964362272410654} {"data_time": 0.01292402200124343, "eta_seconds": 101830.13212046982, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.3769275410379705, "fast_rcnn/fg_cls_accuracy": 0.5779423432954245, "iteration": 90339, "loss_box_reg": 0.2270298576913774, "loss_cls": 0.21682013594545424, "loss_mask": 0.2623205576092005, "loss_rpn_cls": 0.045918152580270544, "loss_rpn_loc": 0.068280662962934, "loss_sem_seg": 0.2981248724972829, "lr": 0.02, "mask_rcnn/accuracy": 0.888958536688081, "mask_rcnn/false_negative": 0.08108869422874743, "mask_rcnn/false_positive": 0.13581607210485463, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5649478179984726, "total_loss": 1.153590538771823} {"data_time": 0.012716395500319777, "eta_seconds": 101763.60152539643, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.3932370820668693, "fast_rcnn/fg_cls_accuracy": 0.4722407284032867, "iteration": 90359, "loss_box_reg": 0.23724094685167074, "loss_cls": 0.2069804365746677, "loss_mask": 0.26285650208592415, "loss_rpn_cls": 0.050388580370054115, "loss_rpn_loc": 0.0780442688264884, "loss_sem_seg": 0.32971784798428416, "lr": 0.02, "mask_rcnn/accuracy": 0.885440656153129, "mask_rcnn/false_negative": 0.1084212653256659, "mask_rcnn/false_positive": 0.12962390887663475, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5658552184977452, "total_loss": 1.1811968340480234} {"data_time": 0.012844680499256356, "eta_seconds": 101742.20850530211, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.34138230190861774, "fast_rcnn/fg_cls_accuracy": 0.5832349468713105, "iteration": 90379, "loss_box_reg": 0.23828797740861773, "loss_cls": 0.2349764984101057, "loss_mask": 0.26539607532322407, "loss_rpn_cls": 0.05658544669859111, "loss_rpn_loc": 0.08269496541470289, "loss_sem_seg": 0.3319820584729314, "lr": 0.02, "mask_rcnn/accuracy": 0.8887420884264128, "mask_rcnn/false_negative": 0.08753514282724012, "mask_rcnn/false_positive": 0.11819648747781197, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5637022994997096, "total_loss": 1.2340382302645594} {"data_time": 0.012203176498587709, "eta_seconds": 101778.61171191072, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.306640625, "fast_rcnn/fg_cls_accuracy": 0.5420853164110699, "iteration": 90399, "loss_box_reg": 0.23357404256239533, "loss_cls": 0.2206821688450873, "loss_mask": 0.2632981017231941, "loss_rpn_cls": 0.043858035845914856, "loss_rpn_loc": 0.07657920947531238, "loss_sem_seg": 0.3541027419269085, "lr": 0.02, "mask_rcnn/accuracy": 0.888983153049874, "mask_rcnn/false_negative": 0.10092507898110402, "mask_rcnn/false_positive": 0.11090315697070129, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 235.0, "rpn/num_pos_anchors": 21.0, "time": 0.5696168459980981, "total_loss": 1.2042012425954454} {"data_time": 0.01254967349814251, "eta_seconds": 101719.55141988219, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.35339366515837106, "fast_rcnn/fg_cls_accuracy": 0.6354107748868778, "iteration": 90419, "loss_box_reg": 0.2538157687522471, "loss_cls": 0.2317963782697916, "loss_mask": 0.2586648100987077, "loss_rpn_cls": 0.04568539318279363, "loss_rpn_loc": 0.08828271811944433, "loss_sem_seg": 0.2851809994317591, "lr": 0.02, "mask_rcnn/accuracy": 0.8875079739086146, "mask_rcnn/false_negative": 0.09378225237596313, "mask_rcnn/false_positive": 0.12759272013647416, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5604197745014972, "total_loss": 1.2301760799018666} {"data_time": 0.012649839994992362, "eta_seconds": 101714.35578383817, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.3616966391509434, "fast_rcnn/fg_cls_accuracy": 0.6077044025157232, "iteration": 90439, "loss_box_reg": 0.23320420691743493, "loss_cls": 0.21382146305404603, "loss_mask": 0.25630108918994665, "loss_rpn_cls": 0.04538801239687018, "loss_rpn_loc": 0.09195716492831707, "loss_sem_seg": 0.3204271267168224, "lr": 0.02, "mask_rcnn/accuracy": 0.8897998636972011, "mask_rcnn/false_negative": 0.1014505037917089, "mask_rcnn/false_positive": 0.10190963351740324, "roi_head/num_bg_samples": 458.75, "roi_head/num_fg_samples": 53.25, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5701240175003477, "total_loss": 1.1981959443946835} {"data_time": 0.012510974502220051, "eta_seconds": 101683.20424268635, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.2688231176882312, "fast_rcnn/fg_cls_accuracy": 0.7311768823117688, "iteration": 90459, "loss_box_reg": 0.25539550255052745, "loss_cls": 0.21882553887553513, "loss_mask": 0.2546768537722528, "loss_rpn_cls": 0.04135298739129212, "loss_rpn_loc": 0.07573755184421316, "loss_sem_seg": 0.34004673827439547, "lr": 0.02, "mask_rcnn/accuracy": 0.90470955740922, "mask_rcnn/false_negative": 0.08709114625999806, "mask_rcnn/false_positive": 0.10413546425315072, "roi_head/num_bg_samples": 470.25, "roi_head/num_fg_samples": 41.75, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5547017470016726, "total_loss": 1.193184987132554} {"data_time": 0.012426155000866856, "eta_seconds": 101654.49447676048, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3416226729647124, "fast_rcnn/fg_cls_accuracy": 0.6032498833773907, "iteration": 90479, "loss_box_reg": 0.24431351060047746, "loss_cls": 0.21542275371029973, "loss_mask": 0.2519517536275089, "loss_rpn_cls": 0.04210940236225724, "loss_rpn_loc": 0.06924429669743404, "loss_sem_seg": 0.3348720269277692, "lr": 0.02, "mask_rcnn/accuracy": 0.8736732513518228, "mask_rcnn/false_negative": 0.10733269515814231, "mask_rcnn/false_positive": 0.12593644876510293, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.5492688330014062, "total_loss": 1.1671746901847655} {"data_time": 0.01286743250238942, "eta_seconds": 101674.23724904234, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.4448784722222222, "fast_rcnn/fg_cls_accuracy": 0.5434442934782608, "iteration": 90499, "loss_box_reg": 0.2201999519020319, "loss_cls": 0.19511873018927872, "loss_mask": 0.24852800462394953, "loss_rpn_cls": 0.03591645526466891, "loss_rpn_loc": 0.07366902730427682, "loss_sem_seg": 0.3516167518682778, "lr": 0.02, "mask_rcnn/accuracy": 0.8952160190999476, "mask_rcnn/false_negative": 0.1011199633776042, "mask_rcnn/false_positive": 0.11931456256556888, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5639745574953849, "total_loss": 1.1109509709203849} {"data_time": 0.012492060999647947, "eta_seconds": 101649.22318958672, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.3745169082125604, "fast_rcnn/fg_cls_accuracy": 0.57992149093844, "iteration": 90519, "loss_box_reg": 0.23352635139599442, "loss_cls": 0.21511259488761425, "loss_mask": 0.26439522113651037, "loss_rpn_cls": 0.04970663963467814, "loss_rpn_loc": 0.0791608089057263, "loss_sem_seg": 0.3226078029256314, "lr": 0.02, "mask_rcnn/accuracy": 0.8827648994380362, "mask_rcnn/false_negative": 0.09596785710315409, "mask_rcnn/false_positive": 0.14469211783042282, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5640515859995503, "total_loss": 1.126570697146235} {"data_time": 0.013443796498904703, "eta_seconds": 101661.63455641623, "fast_rcnn/cls_accuracy": 0.91015625, "fast_rcnn/false_negative": 0.35727415966386555, "fast_rcnn/fg_cls_accuracy": 0.5571706254272044, "iteration": 90539, "loss_box_reg": 0.23939706524834037, "loss_cls": 0.21454612887464464, "loss_mask": 0.2621574690565467, "loss_rpn_cls": 0.05035679828142747, "loss_rpn_loc": 0.07393487740773708, "loss_sem_seg": 0.32309662038460374, "lr": 0.02, "mask_rcnn/accuracy": 0.873909756999177, "mask_rcnn/false_negative": 0.09719393799352763, "mask_rcnn/false_positive": 0.13427641355296996, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.5668576520001807, "total_loss": 1.1741972224990604} {"data_time": 0.012086213999282336, "eta_seconds": 101678.24340769547, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.3557084607543323, "fast_rcnn/fg_cls_accuracy": 0.5900986671282673, "iteration": 90559, "loss_box_reg": 0.2536321794614196, "loss_cls": 0.2323417509905994, "loss_mask": 0.27178860176354647, "loss_rpn_cls": 0.04623353644274175, "loss_rpn_loc": 0.08692330837948248, "loss_sem_seg": 0.33931609289720654, "lr": 0.02, "mask_rcnn/accuracy": 0.8812523553881679, "mask_rcnn/false_negative": 0.09700397059957774, "mask_rcnn/false_positive": 0.14287143651558248, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5816493419988547, "total_loss": 1.2517723980126902} {"data_time": 0.013201429497712525, "eta_seconds": 101703.79591086275, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.30804702900591385, "fast_rcnn/fg_cls_accuracy": 0.6636510842016334, "iteration": 90579, "loss_box_reg": 0.22912130714394152, "loss_cls": 0.22426655795425177, "loss_mask": 0.24674886092543602, "loss_rpn_cls": 0.04752332415955607, "loss_rpn_loc": 0.08090097490639891, "loss_sem_seg": 0.36168039590120316, "lr": 0.02, "mask_rcnn/accuracy": 0.9087101165092903, "mask_rcnn/false_negative": 0.07960615814681457, "mask_rcnn/false_positive": 0.10263304268950824, "roi_head/num_bg_samples": 462.25, "roi_head/num_fg_samples": 49.75, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5646739510011685, "total_loss": 1.1841070215741638} {"data_time": 0.012055818002409069, "eta_seconds": 101694.82962648441, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.35610465116279066, "fast_rcnn/fg_cls_accuracy": 0.6206395348837209, "iteration": 90599, "loss_box_reg": 0.2251553162932396, "loss_cls": 0.2142396094277501, "loss_mask": 0.2454409347847104, "loss_rpn_cls": 0.03939120902214199, "loss_rpn_loc": 0.06310883937112521, "loss_sem_seg": 0.3249629442580044, "lr": 0.02, "mask_rcnn/accuracy": 0.8861377952576932, "mask_rcnn/false_negative": 0.08079505676565535, "mask_rcnn/false_positive": 0.12900772573133445, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5716095854986634, "total_loss": 1.1444198794197291} {"data_time": 0.01299742400078685, "eta_seconds": 101683.4924734444, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.3884967056608848, "fast_rcnn/fg_cls_accuracy": 0.5805228276877762, "iteration": 90619, "loss_box_reg": 0.23044298542663455, "loss_cls": 0.22239431855268776, "loss_mask": 0.25833980552852154, "loss_rpn_cls": 0.038143739104270935, "loss_rpn_loc": 0.08295064920093864, "loss_sem_seg": 0.30393124488182366, "lr": 0.02, "mask_rcnn/accuracy": 0.8794792529434011, "mask_rcnn/false_negative": 0.09469357803641933, "mask_rcnn/false_positive": 0.14495044017679554, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5707661390006251, "total_loss": 1.1503675585699966} {"data_time": 0.012983419001102448, "eta_seconds": 101672.1553204044, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.438954461744517, "fast_rcnn/fg_cls_accuracy": 0.536129679144385, "iteration": 90639, "loss_box_reg": 0.23929260158911347, "loss_cls": 0.23010542802512646, "loss_mask": 0.2748022060841322, "loss_rpn_cls": 0.045034451395622455, "loss_rpn_loc": 0.08691051331697963, "loss_sem_seg": 0.3702118145301938, "lr": 0.02, "mask_rcnn/accuracy": 0.8766832959819442, "mask_rcnn/false_negative": 0.10082693360848033, "mask_rcnn/false_positive": 0.1477347339919226, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.5665664774969628, "total_loss": 1.2653088481456507} {"data_time": 0.01314090349842445, "eta_seconds": 101694.75719639455, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.3816568047337278, "fast_rcnn/fg_cls_accuracy": 0.5064633214467651, "iteration": 90659, "loss_box_reg": 0.25231548957526684, "loss_cls": 0.23542941501364112, "loss_mask": 0.2685311734676361, "loss_rpn_cls": 0.04627847683150321, "loss_rpn_loc": 0.0781451299553737, "loss_sem_seg": 0.335744833573699, "lr": 0.02, "mask_rcnn/accuracy": 0.8744800182552048, "mask_rcnn/false_negative": 0.09647017724411372, "mask_rcnn/false_positive": 0.15607569683181255, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.570007110498409, "total_loss": 1.2284580811974593} {"data_time": 0.012721605500701116, "eta_seconds": 101667.29700381403, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.3814298169136879, "fast_rcnn/fg_cls_accuracy": 0.6014983775529681, "iteration": 90679, "loss_box_reg": 0.24795078998431563, "loss_cls": 0.21918465453200042, "loss_mask": 0.26259675342589617, "loss_rpn_cls": 0.05045741648063995, "loss_rpn_loc": 0.07811458316427888, "loss_sem_seg": 0.30527108209207654, "lr": 0.02, "mask_rcnn/accuracy": 0.8960406794660289, "mask_rcnn/false_negative": 0.10399187015733559, "mask_rcnn/false_positive": 0.1374886462956933, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5669495119982457, "total_loss": 1.1717313064436894} {"data_time": 0.013102288001391571, "eta_seconds": 101625.15771723, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3582152547482665, "fast_rcnn/fg_cls_accuracy": 0.6008928571428571, "iteration": 90699, "loss_box_reg": 0.23638381343334913, "loss_cls": 0.21651113405823708, "loss_mask": 0.24883753946051002, "loss_rpn_cls": 0.04820649704197422, "loss_rpn_loc": 0.07275526880403049, "loss_sem_seg": 0.3330920413136482, "lr": 0.02, "mask_rcnn/accuracy": 0.8758827190130467, "mask_rcnn/false_negative": 0.10906596831813226, "mask_rcnn/false_positive": 0.13958032857856276, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5554892054969969, "total_loss": 1.167043312365422} {"data_time": 0.012124167500587646, "eta_seconds": 101601.31061924805, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.324609375, "fast_rcnn/fg_cls_accuracy": 0.6473350253807106, "iteration": 90719, "loss_box_reg": 0.23389459354802966, "loss_cls": 0.22150279255583882, "loss_mask": 0.2742932545952499, "loss_rpn_cls": 0.04436505996272899, "loss_rpn_loc": 0.07469836928066798, "loss_sem_seg": 0.3310361844487488, "lr": 0.02, "mask_rcnn/accuracy": 0.881473156849116, "mask_rcnn/false_negative": 0.09818538150335691, "mask_rcnn/false_positive": 0.1323656837709541, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5655623439997726, "total_loss": 1.194830831082072} {"data_time": 0.012876894001237815, "eta_seconds": 101538.2947365228, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.35873713906405574, "fast_rcnn/fg_cls_accuracy": 0.6301344965467103, "iteration": 90739, "loss_box_reg": 0.23191464319825172, "loss_cls": 0.20826853858307004, "loss_mask": 0.2590557299554348, "loss_rpn_cls": 0.04770949704106897, "loss_rpn_loc": 0.0765834401245229, "loss_sem_seg": 0.31097940215840936, "lr": 0.02, "mask_rcnn/accuracy": 0.8761582219094535, "mask_rcnn/false_negative": 0.10419434236245571, "mask_rcnn/false_positive": 0.13485897978852668, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.5566264134977246, "total_loss": 1.1658424069173634} {"data_time": 0.012392992499371758, "eta_seconds": 101547.26084601524, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.4038120567375887, "fast_rcnn/fg_cls_accuracy": 0.5594904815229563, "iteration": 90759, "loss_box_reg": 0.2412553089670837, "loss_cls": 0.2158275933470577, "loss_mask": 0.2779042748734355, "loss_rpn_cls": 0.043993053724989295, "loss_rpn_loc": 0.0806883632321842, "loss_sem_seg": 0.3264557127840817, "lr": 0.02, "mask_rcnn/accuracy": 0.8677443088045778, "mask_rcnn/false_negative": 0.10371994042918227, "mask_rcnn/false_positive": 0.150403987894281, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5709084260015516, "total_loss": 1.1635833879263373} {"data_time": 0.01314209650081466, "eta_seconds": 101475.2407899242, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3616427432216906, "fast_rcnn/fg_cls_accuracy": 0.6218650250797993, "iteration": 90779, "loss_box_reg": 0.24140827334485948, "loss_cls": 0.23601634008809924, "loss_mask": 0.24993572942912579, "loss_rpn_cls": 0.04304545946069993, "loss_rpn_loc": 0.08510462724370882, "loss_sem_seg": 0.3259375146590173, "lr": 0.02, "mask_rcnn/accuracy": 0.8865331769219801, "mask_rcnn/false_negative": 0.08584554451759249, "mask_rcnn/false_positive": 0.1358309513294296, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5646161054974073, "total_loss": 1.1950275722774677} {"data_time": 0.012209824002638925, "eta_seconds": 101463.9167552642, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.29909397387273495, "fast_rcnn/fg_cls_accuracy": 0.5747994087837838, "iteration": 90799, "loss_box_reg": 0.2282234721351415, "loss_cls": 0.21869338664691895, "loss_mask": 0.2477951431646943, "loss_rpn_cls": 0.048774181050248444, "loss_rpn_loc": 0.0745156523771584, "loss_sem_seg": 0.330656751524657, "lr": 0.02, "mask_rcnn/accuracy": 0.9085585406037415, "mask_rcnn/false_negative": 0.0894708381767178, "mask_rcnn/false_positive": 0.1281289875051872, "roi_head/num_bg_samples": 427.5, "roi_head/num_fg_samples": 84.5, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.5651943340017169, "total_loss": 1.1251185949367937} {"data_time": 0.012079130498023005, "eta_seconds": 101461.96809755081, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3360327743902439, "fast_rcnn/fg_cls_accuracy": 0.6578696646341464, "iteration": 90819, "loss_box_reg": 0.22819391544908285, "loss_cls": 0.2171564968302846, "loss_mask": 0.2588817188516259, "loss_rpn_cls": 0.05063220125157386, "loss_rpn_loc": 0.0750144333433127, "loss_sem_seg": 0.30366633413359523, "lr": 0.02, "mask_rcnn/accuracy": 0.8782698537511595, "mask_rcnn/false_negative": 0.09741362942929388, "mask_rcnn/false_positive": 0.14075750734172449, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 239.5, "rpn/num_pos_anchors": 16.5, "time": 0.5696947930009628, "total_loss": 1.1572638368961634} {"data_time": 0.012945899998157984, "eta_seconds": 101448.08397000609, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3149080947331212, "fast_rcnn/fg_cls_accuracy": 0.6643206256109482, "iteration": 90839, "loss_box_reg": 0.2487483413424343, "loss_cls": 0.21658193343319, "loss_mask": 0.2724709128960967, "loss_rpn_cls": 0.04614600075001363, "loss_rpn_loc": 0.08467530262714718, "loss_sem_seg": 0.35213026287965477, "lr": 0.02, "mask_rcnn/accuracy": 0.887593861773747, "mask_rcnn/false_negative": 0.10204966864537163, "mask_rcnn/false_positive": 0.1155721963839749, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.5602808884978003, "total_loss": 1.2689876350414124} {"data_time": 0.012480416997277644, "eta_seconds": 101433.36848364903, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.37626401912116203, "fast_rcnn/fg_cls_accuracy": 0.5386542792792792, "iteration": 90859, "loss_box_reg": 0.2471052184700966, "loss_cls": 0.20276387501507998, "loss_mask": 0.2671481128782034, "loss_rpn_cls": 0.04302584892138839, "loss_rpn_loc": 0.07653970661340281, "loss_sem_seg": 0.31434328528121114, "lr": 0.02, "mask_rcnn/accuracy": 0.8779011952003024, "mask_rcnn/false_negative": 0.09324901351531673, "mask_rcnn/false_positive": 0.14004146817395105, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5653865360000054, "total_loss": 1.184479218965862} {"data_time": 0.012428311998519348, "eta_seconds": 101440.62930289096, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.35196629213483144, "fast_rcnn/fg_cls_accuracy": 0.6292134831460674, "iteration": 90879, "loss_box_reg": 0.24531316594220698, "loss_cls": 0.23415989382192492, "loss_mask": 0.2628975799307227, "loss_rpn_cls": 0.04553764119918924, "loss_rpn_loc": 0.0821309166494757, "loss_sem_seg": 0.3560075517743826, "lr": 0.02, "mask_rcnn/accuracy": 0.8855390443021047, "mask_rcnn/false_negative": 0.09417708592587345, "mask_rcnn/false_positive": 0.11681766967238183, "roi_head/num_bg_samples": 456.5, "roi_head/num_fg_samples": 55.5, "rpn/num_neg_anchors": 237.75, "rpn/num_pos_anchors": 18.25, "time": 0.5711069569988467, "total_loss": 1.2193391949986108} {"data_time": 0.01248342849794426, "eta_seconds": 101410.71964982904, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.33466225986366455, "fast_rcnn/fg_cls_accuracy": 0.6653377401363355, "iteration": 90899, "loss_box_reg": 0.23914480675011873, "loss_cls": 0.21123911254107952, "loss_mask": 0.27059530559927225, "loss_rpn_cls": 0.0505260978534352, "loss_rpn_loc": 0.08294077438768, "loss_sem_seg": 0.30776574928313494, "lr": 0.02, "mask_rcnn/accuracy": 0.872185532866993, "mask_rcnn/false_negative": 0.09715197058248745, "mask_rcnn/false_positive": 0.14273858554672222, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5550438630016288, "total_loss": 1.2072476656467188} {"data_time": 0.012201917998027056, "eta_seconds": 101366.81019160649, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.3359213250517598, "fast_rcnn/fg_cls_accuracy": 0.6189545676599902, "iteration": 90919, "loss_box_reg": 0.23526573413982987, "loss_cls": 0.19803156424313784, "loss_mask": 0.2567382389679551, "loss_rpn_cls": 0.0498003150569275, "loss_rpn_loc": 0.07124224270228297, "loss_sem_seg": 0.3461692128330469, "lr": 0.02, "mask_rcnn/accuracy": 0.8806999154534143, "mask_rcnn/false_negative": 0.09602654173235514, "mask_rcnn/false_positive": 0.14615613314471848, "roi_head/num_bg_samples": 428.5, "roi_head/num_fg_samples": 83.5, "rpn/num_neg_anchors": 207.25, "rpn/num_pos_anchors": 48.75, "time": 0.5604488075005065, "total_loss": 1.1643957095220685} {"data_time": 0.012569067996082595, "eta_seconds": 101355.48941383648, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.28650852483320977, "fast_rcnn/fg_cls_accuracy": 0.6433881064162754, "iteration": 90939, "loss_box_reg": 0.225800184533, "loss_cls": 0.21685979748144746, "loss_mask": 0.2501864889636636, "loss_rpn_cls": 0.04053977158037014, "loss_rpn_loc": 0.07705962438194547, "loss_sem_seg": 0.3543841755017638, "lr": 0.02, "mask_rcnn/accuracy": 0.9098548575680272, "mask_rcnn/false_negative": 0.06997160134045849, "mask_rcnn/false_positive": 0.10130241376738947, "roi_head/num_bg_samples": 458.75, "roi_head/num_fg_samples": 53.25, "rpn/num_neg_anchors": 236.25, "rpn/num_pos_anchors": 19.75, "time": 0.5625936915021157, "total_loss": 1.1619536305079237} {"data_time": 0.01230034450054518, "eta_seconds": 101254.83344339614, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.3974451966473243, "fast_rcnn/fg_cls_accuracy": 0.5419580419580419, "iteration": 90959, "loss_box_reg": 0.22700046515092254, "loss_cls": 0.22576327272690833, "loss_mask": 0.27045039646327496, "loss_rpn_cls": 0.04686861563823186, "loss_rpn_loc": 0.07878511282615364, "loss_sem_seg": 0.31685466249473393, "lr": 0.02, "mask_rcnn/accuracy": 0.8841103034134008, "mask_rcnn/false_negative": 0.0849762441345443, "mask_rcnn/false_positive": 0.15023345066119242, "roi_head/num_bg_samples": 456.75, "roi_head/num_fg_samples": 55.25, "rpn/num_neg_anchors": 239.5, "rpn/num_pos_anchors": 16.5, "time": 0.561545444499643, "total_loss": 1.2274956312321592} {"data_time": 0.013377832499827491, "eta_seconds": 101165.46760897484, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.36811075781664016, "fast_rcnn/fg_cls_accuracy": 0.6185467858029288, "iteration": 90979, "loss_box_reg": 0.24719898588955402, "loss_cls": 0.23388910572975874, "loss_mask": 0.2607663655653596, "loss_rpn_cls": 0.04583239974454045, "loss_rpn_loc": 0.07135315268533304, "loss_sem_seg": 0.34498309763148427, "lr": 0.02, "mask_rcnn/accuracy": 0.8924624314011319, "mask_rcnn/false_negative": 0.09360066448364121, "mask_rcnn/false_positive": 0.12716207504513463, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5563275620006607, "total_loss": 1.2022594707013923} {"data_time": 0.011506687504152069, "eta_seconds": 101048.07960380607, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.3105738233397808, "fast_rcnn/fg_cls_accuracy": 0.6156061680255229, "iteration": 90999, "loss_box_reg": 0.23746392084285617, "loss_cls": 0.2327506213914603, "loss_mask": 0.27065756265074015, "loss_rpn_cls": 0.042788049613591284, "loss_rpn_loc": 0.0803354576928541, "loss_sem_seg": 0.3456832068040967, "lr": 0.02, "mask_rcnn/accuracy": 0.8932962085513323, "mask_rcnn/false_negative": 0.09065508726110555, "mask_rcnn/false_positive": 0.12521607274027272, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5575150705044507, "total_loss": 1.2111004720791243} {"data_time": 0.01261580599748413, "eta_seconds": 101066.25994268789, "fast_rcnn/cls_accuracy": 0.90966796875, "fast_rcnn/false_negative": 0.3803381642512077, "fast_rcnn/fg_cls_accuracy": 0.576299648064354, "iteration": 91019, "loss_box_reg": 0.2716565793380141, "loss_cls": 0.24328944878652692, "loss_mask": 0.26517765410244465, "loss_rpn_cls": 0.05304587818682194, "loss_rpn_loc": 0.09022934874519706, "loss_sem_seg": 0.3206961890682578, "lr": 0.02, "mask_rcnn/accuracy": 0.88197146985267, "mask_rcnn/false_negative": 0.099270743499119, "mask_rcnn/false_positive": 0.1360915850174969, "roi_head/num_bg_samples": 429.0, "roi_head/num_fg_samples": 83.0, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5795377075010038, "total_loss": 1.2126593645079993} {"data_time": 0.013746205004281364, "eta_seconds": 101037.82142378233, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.36301925025329285, "fast_rcnn/fg_cls_accuracy": 0.5933483351767802, "iteration": 91039, "loss_box_reg": 0.24132866831496358, "loss_cls": 0.2266112081706524, "loss_mask": 0.2555557331070304, "loss_rpn_cls": 0.04398778558243066, "loss_rpn_loc": 0.07083630666602403, "loss_sem_seg": 0.3255679556168616, "lr": 0.02, "mask_rcnn/accuracy": 0.8923838258820478, "mask_rcnn/false_negative": 0.09526183071519928, "mask_rcnn/false_positive": 0.10801690476730398, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5621525634996942, "total_loss": 1.1613178681200225} {"data_time": 0.012849121001636377, "eta_seconds": 101014.20892835605, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.37109375, "fast_rcnn/fg_cls_accuracy": 0.5351837588028169, "iteration": 91059, "loss_box_reg": 0.24315572204068303, "loss_cls": 0.24620346538722515, "loss_mask": 0.2685395274311304, "loss_rpn_cls": 0.0497154933254933, "loss_rpn_loc": 0.08523131377296522, "loss_sem_seg": 0.4074405066203326, "lr": 0.02, "mask_rcnn/accuracy": 0.8917708795474713, "mask_rcnn/false_negative": 0.09878495037772839, "mask_rcnn/false_positive": 0.11766778447123986, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5616175020004448, "total_loss": 1.300025452655973} {"data_time": 0.013543945500714472, "eta_seconds": 101108.95721767495, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.28890279516061745, "fast_rcnn/fg_cls_accuracy": 0.6172105263157894, "iteration": 91079, "loss_box_reg": 0.2397398529574275, "loss_cls": 0.21482301619835198, "loss_mask": 0.25525660533457994, "loss_rpn_cls": 0.048311301427020226, "loss_rpn_loc": 0.06807579682208598, "loss_sem_seg": 0.35250149294734, "lr": 0.02, "mask_rcnn/accuracy": 0.8891074861420041, "mask_rcnn/false_negative": 0.10811803584243843, "mask_rcnn/false_positive": 0.10880834155599295, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 238.25, "rpn/num_pos_anchors": 17.75, "time": 0.5719443849993695, "total_loss": 1.227726933255326} {"data_time": 0.012235139500262449, "eta_seconds": 101068.33746924414, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.33862648507678933, "fast_rcnn/fg_cls_accuracy": 0.6181022408963586, "iteration": 91099, "loss_box_reg": 0.24591683316975832, "loss_cls": 0.23289172654040158, "loss_mask": 0.27199240401387215, "loss_rpn_cls": 0.04622814344475046, "loss_rpn_loc": 0.07040150789543986, "loss_sem_seg": 0.3490884406492114, "lr": 0.02, "mask_rcnn/accuracy": 0.8883572356290853, "mask_rcnn/false_negative": 0.11117507847949329, "mask_rcnn/false_positive": 0.11787570063899921, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5720262709946837, "total_loss": 1.2461460990598425} {"data_time": 0.012416308501997264, "eta_seconds": 101171.2484638044, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.24014238773274915, "fast_rcnn/fg_cls_accuracy": 0.733806146572104, "iteration": 91119, "loss_box_reg": 0.2497329441830516, "loss_cls": 0.22897292580455542, "loss_mask": 0.2612103261053562, "loss_rpn_cls": 0.04768169781891629, "loss_rpn_loc": 0.07954470574622974, "loss_sem_seg": 0.3314138096757233, "lr": 0.02, "mask_rcnn/accuracy": 0.8897321194618713, "mask_rcnn/false_negative": 0.0825433482542271, "mask_rcnn/false_positive": 0.11901672705816607, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5838875660010672, "total_loss": 1.215117572923191} {"data_time": 0.013040089495916618, "eta_seconds": 101159.93689371436, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.37858220211161386, "fast_rcnn/fg_cls_accuracy": 0.5833333333333333, "iteration": 91139, "loss_box_reg": 0.2171672866679728, "loss_cls": 0.2168554791714996, "loss_mask": 0.2593040307983756, "loss_rpn_cls": 0.0387786966166459, "loss_rpn_loc": 0.07458008239336777, "loss_sem_seg": 0.3615600084885955, "lr": 0.02, "mask_rcnn/accuracy": 0.8725868581177892, "mask_rcnn/false_negative": 0.10626873518432053, "mask_rcnn/false_positive": 0.1257878098001427, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5610374385032628, "total_loss": 1.1791958043904742} {"data_time": 0.011950025502301287, "eta_seconds": 101088.17017982065, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.3226284584980237, "fast_rcnn/fg_cls_accuracy": 0.6111111111111112, "iteration": 91159, "loss_box_reg": 0.23705715336836874, "loss_cls": 0.24509842321276665, "loss_mask": 0.2638250049203634, "loss_rpn_cls": 0.04763808821735438, "loss_rpn_loc": 0.07808927353471518, "loss_sem_seg": 0.3420519810169935, "lr": 0.02, "mask_rcnn/accuracy": 0.8907779575244732, "mask_rcnn/false_negative": 0.08914403980943578, "mask_rcnn/false_positive": 0.11780264859453143, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 234.5, "rpn/num_pos_anchors": 21.5, "time": 0.5612865510011034, "total_loss": 1.2364975755044725} {"data_time": 0.012938521500473144, "eta_seconds": 101112.20791039774, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.30898795871559637, "fast_rcnn/fg_cls_accuracy": 0.6313163313796927, "iteration": 91179, "loss_box_reg": 0.24649564689025283, "loss_cls": 0.23137710290029645, "loss_mask": 0.26520764268934727, "loss_rpn_cls": 0.05147833074443042, "loss_rpn_loc": 0.07979555751080625, "loss_sem_seg": 0.3487892283592373, "lr": 0.02, "mask_rcnn/accuracy": 0.8850111006914629, "mask_rcnn/false_negative": 0.10277218806520587, "mask_rcnn/false_positive": 0.10819319901377308, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5672930700020515, "total_loss": 1.2159686507002334} {"data_time": 0.012416380501235835, "eta_seconds": 101134.98273174513, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.43113938053097345, "fast_rcnn/fg_cls_accuracy": 0.5379593810444874, "iteration": 91199, "loss_box_reg": 0.2501506404951215, "loss_cls": 0.24060555873438716, "loss_mask": 0.2577561801299453, "loss_rpn_cls": 0.04947691649431363, "loss_rpn_loc": 0.08805930952075869, "loss_sem_seg": 0.32314502634108067, "lr": 0.02, "mask_rcnn/accuracy": 0.8756242511703045, "mask_rcnn/false_negative": 0.09609975310484138, "mask_rcnn/false_positive": 0.15850196370047087, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.5705991255053959, "total_loss": 1.2515370898181573} {"data_time": 0.012880925496574491, "eta_seconds": 101132.61662602908, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3415314401622718, "fast_rcnn/fg_cls_accuracy": 0.634828629032258, "iteration": 91219, "loss_box_reg": 0.23757283063605428, "loss_cls": 0.2135589444078505, "loss_mask": 0.26069570053368807, "loss_rpn_cls": 0.047118176153162494, "loss_rpn_loc": 0.08685041312128305, "loss_sem_seg": 0.33720618579536676, "lr": 0.02, "mask_rcnn/accuracy": 0.8832246940984185, "mask_rcnn/false_negative": 0.11226715710926694, "mask_rcnn/false_positive": 0.1170105833237173, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.5489681840008416, "total_loss": 1.1563436115975492} {"data_time": 0.011838438498671167, "eta_seconds": 101103.37904326417, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.31742273180458624, "fast_rcnn/fg_cls_accuracy": 0.6245453572956783, "iteration": 91239, "loss_box_reg": 0.22641004854813218, "loss_cls": 0.2131546945311129, "loss_mask": 0.25391623144969344, "loss_rpn_cls": 0.04129739513155073, "loss_rpn_loc": 0.07786597742233425, "loss_sem_seg": 0.3389013344421983, "lr": 0.02, "mask_rcnn/accuracy": 0.8831272395215122, "mask_rcnn/false_negative": 0.10193370931761053, "mask_rcnn/false_positive": 0.14167257055778473, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5538642614992568, "total_loss": 1.1535342748975381} {"data_time": 0.012417074503900949, "eta_seconds": 100971.80141165014, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.35736485736485735, "fast_rcnn/fg_cls_accuracy": 0.5643401015228426, "iteration": 91259, "loss_box_reg": 0.22279869625344872, "loss_cls": 0.20659515913575888, "loss_mask": 0.2715586507692933, "loss_rpn_cls": 0.042806926008779556, "loss_rpn_loc": 0.07852041730075143, "loss_sem_seg": 0.3405616246163845, "lr": 0.02, "mask_rcnn/accuracy": 0.886534553337464, "mask_rcnn/false_negative": 0.09280592335066506, "mask_rcnn/false_positive": 0.13340815478437873, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5619376579998061, "total_loss": 1.1874342947849073} {"data_time": 0.012321135502133984, "eta_seconds": 101098.67589967918, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.3236428209030949, "fast_rcnn/fg_cls_accuracy": 0.5992383512544803, "iteration": 91279, "loss_box_reg": 0.2426668256521225, "loss_cls": 0.23335667164064944, "loss_mask": 0.27290827594697475, "loss_rpn_cls": 0.04658759431913495, "loss_rpn_loc": 0.0747385520953685, "loss_sem_seg": 0.3069461123086512, "lr": 0.02, "mask_rcnn/accuracy": 0.883349397628004, "mask_rcnn/false_negative": 0.10009793487820878, "mask_rcnn/false_positive": 0.13656079776925614, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.5791040070034796, "total_loss": 1.226074811303988} {"data_time": 0.011866577002365375, "eta_seconds": 101087.36232422921, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.36042255478849095, "fast_rcnn/fg_cls_accuracy": 0.6210552679913174, "iteration": 91299, "loss_box_reg": 0.2238681549206376, "loss_cls": 0.2219845070503652, "loss_mask": 0.2644075211137533, "loss_rpn_cls": 0.0425738520862069, "loss_rpn_loc": 0.07767458428861573, "loss_sem_seg": 0.3531515668146312, "lr": 0.02, "mask_rcnn/accuracy": 0.8818043941629775, "mask_rcnn/false_negative": 0.09263515156356474, "mask_rcnn/false_positive": 0.14638056287865175, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5654496504976123, "total_loss": 1.1755277246411424} {"data_time": 0.013432512500003213, "eta_seconds": 101058.13276290402, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.34814159292035396, "fast_rcnn/fg_cls_accuracy": 0.6076923076923078, "iteration": 91319, "loss_box_reg": 0.237801069393754, "loss_cls": 0.22753643337637186, "loss_mask": 0.26909456215798855, "loss_rpn_cls": 0.05236099249304971, "loss_rpn_loc": 0.07774043508106843, "loss_sem_seg": 0.33329937467351556, "lr": 0.02, "mask_rcnn/accuracy": 0.8890461352970889, "mask_rcnn/false_negative": 0.09565399733962543, "mask_rcnn/false_positive": 0.13539456161360594, "roi_head/num_bg_samples": 457.5, "roi_head/num_fg_samples": 54.5, "rpn/num_neg_anchors": 236.5, "rpn/num_pos_anchors": 19.5, "time": 0.5639067419979256, "total_loss": 1.1810734525206499} {"data_time": 0.013010912494792137, "eta_seconds": 101021.73781311799, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.3788443616029823, "fast_rcnn/fg_cls_accuracy": 0.5809971462145376, "iteration": 91339, "loss_box_reg": 0.2322058364516124, "loss_cls": 0.2158515495248139, "loss_mask": 0.25539335515350103, "loss_rpn_cls": 0.047894033894408494, "loss_rpn_loc": 0.06804289616411552, "loss_sem_seg": 0.32523187855258584, "lr": 0.02, "mask_rcnn/accuracy": 0.8908661849273607, "mask_rcnn/false_negative": 0.07898140256039077, "mask_rcnn/false_positive": 0.13600769080100134, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5592369719997805, "total_loss": 1.1844709206488915} {"data_time": 0.01392283099994529, "eta_seconds": 100975.12208662074, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.36546052631578946, "fast_rcnn/fg_cls_accuracy": 0.5931182795698925, "iteration": 91359, "loss_box_reg": 0.25094594014808536, "loss_cls": 0.23827425087802112, "loss_mask": 0.2655174406245351, "loss_rpn_cls": 0.04577500105369836, "loss_rpn_loc": 0.07743658463004977, "loss_sem_seg": 0.3163215136155486, "lr": 0.02, "mask_rcnn/accuracy": 0.8847390063688146, "mask_rcnn/false_negative": 0.10027517231776784, "mask_rcnn/false_positive": 0.12891089829274616, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5641124875000969, "total_loss": 1.2210682081058621} {"data_time": 0.013195989999076119, "eta_seconds": 100891.63501205036, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.32007275440723815, "fast_rcnn/fg_cls_accuracy": 0.625539879067089, "iteration": 91379, "loss_box_reg": 0.22256544325500727, "loss_cls": 0.23020112561061978, "loss_mask": 0.26676100958138704, "loss_rpn_cls": 0.043490090320119634, "loss_rpn_loc": 0.07117565267253667, "loss_sem_seg": 0.3389661735855043, "lr": 0.02, "mask_rcnn/accuracy": 0.8750031676577916, "mask_rcnn/false_negative": 0.09677118023540224, "mask_rcnn/false_positive": 0.14084518469762825, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.558543267994537, "total_loss": 1.1875273191399174} {"data_time": 0.012991170002351282, "eta_seconds": 100834.01713454085, "fast_rcnn/cls_accuracy": 0.91015625, "fast_rcnn/false_negative": 0.432962962962963, "fast_rcnn/fg_cls_accuracy": 0.5639506172839506, "iteration": 91399, "loss_box_reg": 0.2645255383104086, "loss_cls": 0.23770169087219983, "loss_mask": 0.2628885516896844, "loss_rpn_cls": 0.04887513810535893, "loss_rpn_loc": 0.07998315675649792, "loss_sem_seg": 0.374589585699141, "lr": 0.02, "mask_rcnn/accuracy": 0.8932175879611104, "mask_rcnn/false_negative": 0.10213777838736943, "mask_rcnn/false_positive": 0.1370709947393508, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.5564948949977406, "total_loss": 1.2894079720426816} {"data_time": 0.012745107502269093, "eta_seconds": 100843.5337631496, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.41641337386018235, "fast_rcnn/fg_cls_accuracy": 0.573237805760602, "iteration": 91419, "loss_box_reg": 0.24034562706947327, "loss_cls": 0.2332629025913775, "loss_mask": 0.2594075873494148, "loss_rpn_cls": 0.04709139125770889, "loss_rpn_loc": 0.07605768518988043, "loss_sem_seg": 0.36419058684259653, "lr": 0.02, "mask_rcnn/accuracy": 0.8864943519346229, "mask_rcnn/false_negative": 0.09231350596709362, "mask_rcnn/false_positive": 0.13148288098319907, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.576849499000673, "total_loss": 1.2426051830407232} {"data_time": 0.013895443997171242, "eta_seconds": 100773.99436587108, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.26913947397140675, "fast_rcnn/fg_cls_accuracy": 0.7220736779560308, "iteration": 91439, "loss_box_reg": 0.21860259678214788, "loss_cls": 0.205955158919096, "loss_mask": 0.2549718879163265, "loss_rpn_cls": 0.04179474228294566, "loss_rpn_loc": 0.07394254120299593, "loss_sem_seg": 0.3227168363519013, "lr": 0.02, "mask_rcnn/accuracy": 0.8989891227739459, "mask_rcnn/false_negative": 0.09149107935213392, "mask_rcnn/false_positive": 0.11214919311391713, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5426097359995765, "total_loss": 1.1516201177146286} {"data_time": 0.01237870600016322, "eta_seconds": 100789.96398065504, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.3902845424250192, "fast_rcnn/fg_cls_accuracy": 0.5567328136073706, "iteration": 91459, "loss_box_reg": 0.2430291287600994, "loss_cls": 0.21297953138127923, "loss_mask": 0.263373295776546, "loss_rpn_cls": 0.04832821246236563, "loss_rpn_loc": 0.07352704016375355, "loss_sem_seg": 0.33605655701830983, "lr": 0.02, "mask_rcnn/accuracy": 0.8990897038484424, "mask_rcnn/false_negative": 0.07447647995388706, "mask_rcnn/false_positive": 0.13872187602908434, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5687666845005879, "total_loss": 1.1977702319272794} {"data_time": 0.013396284499322064, "eta_seconds": 100809.65215185954, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.2794827586206896, "fast_rcnn/fg_cls_accuracy": 0.686858407079646, "iteration": 91479, "loss_box_reg": 0.24333309335634112, "loss_cls": 0.22489949432201684, "loss_mask": 0.2639209721237421, "loss_rpn_cls": 0.04653780645458028, "loss_rpn_loc": 0.08232952211983502, "loss_sem_seg": 0.30919086118228734, "lr": 0.02, "mask_rcnn/accuracy": 0.8943003295068027, "mask_rcnn/false_negative": 0.08806654986125664, "mask_rcnn/false_positive": 0.11398168302853182, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.565009296999051, "total_loss": 1.208876955381129} {"data_time": 0.013768362998234807, "eta_seconds": 100798.35828142952, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.2819875776397516, "fast_rcnn/fg_cls_accuracy": 0.6487577639751553, "iteration": 91499, "loss_box_reg": 0.22634058352559805, "loss_cls": 0.22706387285143137, "loss_mask": 0.26237545255571604, "loss_rpn_cls": 0.04379557663924061, "loss_rpn_loc": 0.0917605817085132, "loss_sem_seg": 0.34190280083566904, "lr": 0.02, "mask_rcnn/accuracy": 0.893392660057746, "mask_rcnn/false_negative": 0.09636962073559718, "mask_rcnn/false_positive": 0.1138492089329225, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.5651523275009822, "total_loss": 1.2053854826081078} {"data_time": 0.01308612950015231, "eta_seconds": 100779.13262652387, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.3711361737677527, "fast_rcnn/fg_cls_accuracy": 0.6004273504273505, "iteration": 91519, "loss_box_reg": 0.2433649969752878, "loss_cls": 0.2165307840332389, "loss_mask": 0.2603682172484696, "loss_rpn_cls": 0.04022169271775056, "loss_rpn_loc": 0.07616115687415004, "loss_sem_seg": 0.3225427125580609, "lr": 0.02, "mask_rcnn/accuracy": 0.8770510424703979, "mask_rcnn/false_negative": 0.11302667006781728, "mask_rcnn/false_positive": 0.13696773559563485, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5630462140034069, "total_loss": 1.2054231958754826} {"data_time": 0.01164721399982227, "eta_seconds": 100739.79860263251, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.4053819444444444, "fast_rcnn/fg_cls_accuracy": 0.5249526515151515, "iteration": 91539, "loss_box_reg": 0.25005629984661937, "loss_cls": 0.23641515895724297, "loss_mask": 0.26186320651322603, "loss_rpn_cls": 0.04452334810048342, "loss_rpn_loc": 0.07028235332109034, "loss_sem_seg": 0.3084076903760433, "lr": 0.02, "mask_rcnn/accuracy": 0.8785572562358277, "mask_rcnn/false_negative": 0.10380671327653852, "mask_rcnn/false_positive": 0.12477027033930288, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5560810520000814, "total_loss": 1.2084248797618784} {"data_time": 0.013379526499193162, "eta_seconds": 100682.7688930136, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.3744057724957555, "fast_rcnn/fg_cls_accuracy": 0.5871991807475678, "iteration": 91559, "loss_box_reg": 0.2580420137383044, "loss_cls": 0.2465044530108571, "loss_mask": 0.2593981451354921, "loss_rpn_cls": 0.04582211079105036, "loss_rpn_loc": 0.08111060946248472, "loss_sem_seg": 0.3192466013133526, "lr": 0.02, "mask_rcnn/accuracy": 0.8810442223022181, "mask_rcnn/false_negative": 0.09318211162455811, "mask_rcnn/false_positive": 0.1364797951544779, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5623442160031118, "total_loss": 1.2332947493705433} {"data_time": 0.013246179001725977, "eta_seconds": 100707.94138957761, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.34982174688057044, "fast_rcnn/fg_cls_accuracy": 0.5491666666666666, "iteration": 91579, "loss_box_reg": 0.2177547668106854, "loss_cls": 0.2098970441147685, "loss_mask": 0.25643418077379465, "loss_rpn_cls": 0.04872123431414366, "loss_rpn_loc": 0.07465220236917958, "loss_sem_seg": 0.3453414412215352, "lr": 0.02, "mask_rcnn/accuracy": 0.887721288987293, "mask_rcnn/false_negative": 0.10623130251743697, "mask_rcnn/false_positive": 0.11457428771144657, "roi_head/num_bg_samples": 465.75, "roi_head/num_fg_samples": 46.25, "rpn/num_neg_anchors": 242.75, "rpn/num_pos_anchors": 13.25, "time": 0.5764829670006293, "total_loss": 1.169420512393117} {"data_time": 0.012653339999815216, "eta_seconds": 100640.8773017053, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.3695806680881307, "fast_rcnn/fg_cls_accuracy": 0.5874918193717278, "iteration": 91599, "loss_box_reg": 0.22045926842838526, "loss_cls": 0.21036933385767043, "loss_mask": 0.250118987634778, "loss_rpn_cls": 0.04321783235354815, "loss_rpn_loc": 0.06255503930151463, "loss_sem_seg": 0.34513848810456693, "lr": 0.02, "mask_rcnn/accuracy": 0.8827532798833819, "mask_rcnn/false_negative": 0.1119988245543285, "mask_rcnn/false_positive": 0.11168172683698965, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.5625719609997759, "total_loss": 1.131422268008464} {"data_time": 0.013530998498026747, "eta_seconds": 100564.32202550254, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.37800925925925927, "fast_rcnn/fg_cls_accuracy": 0.5882518796992481, "iteration": 91619, "loss_box_reg": 0.22926943469792604, "loss_cls": 0.21594513719901443, "loss_mask": 0.2543024951592088, "loss_rpn_cls": 0.04350311466259882, "loss_rpn_loc": 0.06999390164855868, "loss_sem_seg": 0.3234239383600652, "lr": 0.02, "mask_rcnn/accuracy": 0.8858240531789638, "mask_rcnn/false_negative": 0.090970010251879, "mask_rcnn/false_positive": 0.1496721150964101, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5611008879968722, "total_loss": 1.1935233620752115} {"data_time": 0.012886643500678474, "eta_seconds": 100609.44962954274, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.39247961340984594, "fast_rcnn/fg_cls_accuracy": 0.5415955388642313, "iteration": 91639, "loss_box_reg": 0.2408969085663557, "loss_cls": 0.2319034682586789, "loss_mask": 0.25034076999872923, "loss_rpn_cls": 0.05689000428537838, "loss_rpn_loc": 0.08378236918360926, "loss_sem_seg": 0.3360036633675918, "lr": 0.02, "mask_rcnn/accuracy": 0.9081994568748886, "mask_rcnn/false_negative": 0.08232034011725856, "mask_rcnn/false_positive": 0.11558223260037838, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5793086789999506, "total_loss": 1.212653052105452} {"data_time": 0.013167305001843488, "eta_seconds": 100535.78608912359, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.3745967741935484, "fast_rcnn/fg_cls_accuracy": 0.6219310035842294, "iteration": 91659, "loss_box_reg": 0.21923902281560004, "loss_cls": 0.21873634704388678, "loss_mask": 0.2611626982688904, "loss_rpn_cls": 0.04577062884345651, "loss_rpn_loc": 0.070082486665342, "loss_sem_seg": 0.3613144843839109, "lr": 0.02, "mask_rcnn/accuracy": 0.8987587976902964, "mask_rcnn/false_negative": 0.09369294569165154, "mask_rcnn/false_positive": 0.121084344209898, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.5668160530003661, "total_loss": 1.1921602016082034} {"data_time": 0.013546759997552726, "eta_seconds": 100539.70742378819, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.2829186672486541, "fast_rcnn/fg_cls_accuracy": 0.7075876618652699, "iteration": 91679, "loss_box_reg": 0.24034004169516265, "loss_cls": 0.22510606050491333, "loss_mask": 0.2678345777094364, "loss_rpn_cls": 0.05068799850414507, "loss_rpn_loc": 0.0721515883342363, "loss_sem_seg": 0.3410941567271948, "lr": 0.02, "mask_rcnn/accuracy": 0.9043722988518104, "mask_rcnn/false_negative": 0.08323604594061297, "mask_rcnn/false_positive": 0.10395548454777356, "roi_head/num_bg_samples": 456.25, "roi_head/num_fg_samples": 55.75, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5816769515004125, "total_loss": 1.2098454104852863} {"data_time": 0.012726409000606509, "eta_seconds": 100489.96566390431, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.3886402753872633, "fast_rcnn/fg_cls_accuracy": 0.5835577604535791, "iteration": 91699, "loss_box_reg": 0.23779946193099022, "loss_cls": 0.22418324532918632, "loss_mask": 0.26117194117978215, "loss_rpn_cls": 0.04309798817848787, "loss_rpn_loc": 0.08637565086246468, "loss_sem_seg": 0.3348758651409298, "lr": 0.02, "mask_rcnn/accuracy": 0.8997021874378881, "mask_rcnn/false_negative": 0.08617743570016312, "mask_rcnn/false_positive": 0.11284964979948736, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5518918099951406, "total_loss": 1.2074789007747313} {"data_time": 0.012321375997998985, "eta_seconds": 100458.29106194913, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3492947730235866, "fast_rcnn/fg_cls_accuracy": 0.6458562522918958, "iteration": 91719, "loss_box_reg": 0.26180323911830783, "loss_cls": 0.22548820433439687, "loss_mask": 0.26778315752744675, "loss_rpn_cls": 0.04450490983435884, "loss_rpn_loc": 0.074105326726567, "loss_sem_seg": 0.3220523055642843, "lr": 0.02, "mask_rcnn/accuracy": 0.8991884111388246, "mask_rcnn/false_negative": 0.09111910885782054, "mask_rcnn/false_positive": 0.11475675748511127, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5589304749992152, "total_loss": 1.175184079183964} {"data_time": 0.013050525500148069, "eta_seconds": 100467.42177112437, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.37460275423728817, "fast_rcnn/fg_cls_accuracy": 0.5854527828467153, "iteration": 91739, "loss_box_reg": 0.24666161369532347, "loss_cls": 0.24035920877940953, "loss_mask": 0.2676659347489476, "loss_rpn_cls": 0.047277946199756116, "loss_rpn_loc": 0.08057047825423069, "loss_sem_seg": 0.3021903755143285, "lr": 0.02, "mask_rcnn/accuracy": 0.8847084214888052, "mask_rcnn/false_negative": 0.09062564802531548, "mask_rcnn/false_positive": 0.12099813941133777, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.5627574979989731, "total_loss": 1.2103301026509143} {"data_time": 0.012391223499435, "eta_seconds": 100396.65565265917, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.39762068176618626, "fast_rcnn/fg_cls_accuracy": 0.5472444823962165, "iteration": 91759, "loss_box_reg": 0.2492000893689692, "loss_cls": 0.22604972776025534, "loss_mask": 0.2582562705501914, "loss_rpn_cls": 0.04681133592748665, "loss_rpn_loc": 0.08362648323236499, "loss_sem_seg": 0.31801382009871304, "lr": 0.02, "mask_rcnn/accuracy": 0.8716710088290636, "mask_rcnn/false_negative": 0.1115679805978279, "mask_rcnn/false_positive": 0.1548755945297876, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5583166885044193, "total_loss": 1.254755900328746} {"data_time": 0.013357302501390222, "eta_seconds": 100385.39038196919, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.345585874799358, "fast_rcnn/fg_cls_accuracy": 0.6175291375291376, "iteration": 91779, "loss_box_reg": 0.23661961080506444, "loss_cls": 0.23511480214074254, "loss_mask": 0.2581900618970394, "loss_rpn_cls": 0.0467555484501645, "loss_rpn_loc": 0.09556728129973635, "loss_sem_seg": 0.34951834194362164, "lr": 0.02, "mask_rcnn/accuracy": 0.8992509111864734, "mask_rcnn/false_negative": 0.08482158464445935, "mask_rcnn/false_positive": 0.12337352139085236, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.5671876185042493, "total_loss": 1.2714910858048825} {"data_time": 0.01216444349847734, "eta_seconds": 100442.81081560993, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.2877951342131251, "fast_rcnn/fg_cls_accuracy": 0.61495487752471, "iteration": 91799, "loss_box_reg": 0.24719015462324023, "loss_cls": 0.2387628552969545, "loss_mask": 0.25519132195040584, "loss_rpn_cls": 0.05088051654456649, "loss_rpn_loc": 0.0877583168912679, "loss_sem_seg": 0.3326770765706897, "lr": 0.02, "mask_rcnn/accuracy": 0.8955228602032256, "mask_rcnn/false_negative": 0.09672137142659223, "mask_rcnn/false_positive": 0.10964844337385043, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5689578404999338, "total_loss": 1.235429220017977} {"data_time": 0.013883081999665592, "eta_seconds": 100457.55199479559, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.3927544565842438, "fast_rcnn/fg_cls_accuracy": 0.5786739238000989, "iteration": 91819, "loss_box_reg": 0.21878248592838645, "loss_cls": 0.20589403831399977, "loss_mask": 0.25255254097282887, "loss_rpn_cls": 0.041486746340524405, "loss_rpn_loc": 0.07455538643989712, "loss_sem_seg": 0.35920117842033505, "lr": 0.02, "mask_rcnn/accuracy": 0.9060163783498144, "mask_rcnn/false_negative": 0.07618297737163264, "mask_rcnn/false_positive": 0.11256286680054992, "roi_head/num_bg_samples": 463.25, "roi_head/num_fg_samples": 48.75, "rpn/num_neg_anchors": 234.25, "rpn/num_pos_anchors": 21.75, "time": 0.5666258589990321, "total_loss": 1.1400308636075351} {"data_time": 0.01271180000185268, "eta_seconds": 100427.02018754778, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.32364953886693015, "fast_rcnn/fg_cls_accuracy": 0.6209261686325906, "iteration": 91839, "loss_box_reg": 0.2289307238534093, "loss_cls": 0.23262988100759685, "loss_mask": 0.25615343637764454, "loss_rpn_cls": 0.044042563953553326, "loss_rpn_loc": 0.08354167712241178, "loss_sem_seg": 0.31782479491084814, "lr": 0.02, "mask_rcnn/accuracy": 0.8994399198961331, "mask_rcnn/false_negative": 0.08309270808526675, "mask_rcnn/false_positive": 0.11396983469648495, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5583714989988948, "total_loss": 1.2109252830850892} {"data_time": 0.013276527999551035, "eta_seconds": 100348.60581979071, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.3568463318361236, "fast_rcnn/fg_cls_accuracy": 0.6087242026266416, "iteration": 91859, "loss_box_reg": 0.23844451643526554, "loss_cls": 0.21987240808084607, "loss_mask": 0.252004018984735, "loss_rpn_cls": 0.04443233789061196, "loss_rpn_loc": 0.07694391699624248, "loss_sem_seg": 0.3197536199586466, "lr": 0.02, "mask_rcnn/accuracy": 0.888390181247324, "mask_rcnn/false_negative": 0.08682634728760971, "mask_rcnn/false_positive": 0.14695616336407294, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.5586246700004267, "total_loss": 1.16582821359043} {"data_time": 0.012489199998526601, "eta_seconds": 100368.13380138905, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.3373902376033058, "fast_rcnn/fg_cls_accuracy": 0.6214285714285714, "iteration": 91879, "loss_box_reg": 0.2573610073886812, "loss_cls": 0.23187922313809395, "loss_mask": 0.26563802920281887, "loss_rpn_cls": 0.04723426708369516, "loss_rpn_loc": 0.07911754481028765, "loss_sem_seg": 0.3552029673010111, "lr": 0.02, "mask_rcnn/accuracy": 0.8855509865637798, "mask_rcnn/false_negative": 0.08952345415234333, "mask_rcnn/false_positive": 0.12561464869674546, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.56677820400364, "total_loss": 1.236943834403064} {"data_time": 0.012413497501256643, "eta_seconds": 100412.4483969957, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.29500537056928033, "fast_rcnn/fg_cls_accuracy": 0.6457802923149458, "iteration": 91899, "loss_box_reg": 0.23404381843283772, "loss_cls": 0.21755927568301558, "loss_mask": 0.2684600446373224, "loss_rpn_cls": 0.04664235096424818, "loss_rpn_loc": 0.08528517943341285, "loss_sem_seg": 0.36347419023513794, "lr": 0.02, "mask_rcnn/accuracy": 0.8790578653821777, "mask_rcnn/false_negative": 0.08410273557151829, "mask_rcnn/false_positive": 0.15050417315406828, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5680238615022972, "total_loss": 1.192347339761909} {"data_time": 0.013482322996424045, "eta_seconds": 100408.13733425035, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.31135627815315314, "fast_rcnn/fg_cls_accuracy": 0.6698728959120577, "iteration": 91919, "loss_box_reg": 0.21762165194377303, "loss_cls": 0.2019664216786623, "loss_mask": 0.2530308859422803, "loss_rpn_cls": 0.04737677314551547, "loss_rpn_loc": 0.07724146218970418, "loss_sem_seg": 0.29755205754190683, "lr": 0.02, "mask_rcnn/accuracy": 0.892300117373227, "mask_rcnn/false_negative": 0.08318263777274143, "mask_rcnn/false_positive": 0.12748184021272885, "roi_head/num_bg_samples": 458.0, "roi_head/num_fg_samples": 54.0, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5661494615014817, "total_loss": 1.1219977996661328} {"data_time": 0.012104340999940177, "eta_seconds": 100415.19986712866, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.2949552154878098, "fast_rcnn/fg_cls_accuracy": 0.6902131782945737, "iteration": 91939, "loss_box_reg": 0.22103599790716544, "loss_cls": 0.1976583143696189, "loss_mask": 0.26032282784581184, "loss_rpn_cls": 0.04231371122295968, "loss_rpn_loc": 0.07900029837037437, "loss_sem_seg": 0.32370686857029796, "lr": 0.02, "mask_rcnn/accuracy": 0.8952097505668934, "mask_rcnn/false_negative": 0.09283277513078472, "mask_rcnn/false_positive": 0.12113170809857819, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5703906430026109, "total_loss": 1.1407055223098723} {"data_time": 0.013104442503390601, "eta_seconds": 100403.92112558872, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.35106382978723405, "fast_rcnn/fg_cls_accuracy": 0.5604667124227866, "iteration": 91959, "loss_box_reg": 0.2444551254156977, "loss_cls": 0.2197175973560661, "loss_mask": 0.2618469363078475, "loss_rpn_cls": 0.04362247929384466, "loss_rpn_loc": 0.07304508337983862, "loss_sem_seg": 0.37121224449947476, "lr": 0.02, "mask_rcnn/accuracy": 0.8843333638046484, "mask_rcnn/false_negative": 0.08866575050158756, "mask_rcnn/false_positive": 0.13700335933642427, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5605389584998193, "total_loss": 1.2027673232660163} {"data_time": 0.012309572000958724, "eta_seconds": 100392.64238404878, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.29858806404657934, "fast_rcnn/fg_cls_accuracy": 0.6563385603627432, "iteration": 91979, "loss_box_reg": 0.2377203437499702, "loss_cls": 0.21214682911522686, "loss_mask": 0.2750288126990199, "loss_rpn_cls": 0.04490885988343507, "loss_rpn_loc": 0.07335369719658047, "loss_sem_seg": 0.3394299643114209, "lr": 0.02, "mask_rcnn/accuracy": 0.8892509958913823, "mask_rcnn/false_negative": 0.10063054236235963, "mask_rcnn/false_positive": 0.12621143886652283, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5552445754983637, "total_loss": 1.1917901493870886} {"data_time": 0.011815797995950561, "eta_seconds": 100478.53527854967, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.39875324870993256, "fast_rcnn/fg_cls_accuracy": 0.552475666525603, "iteration": 91999, "loss_box_reg": 0.22802360076457262, "loss_cls": 0.22324051847681403, "loss_mask": 0.2613943172618747, "loss_rpn_cls": 0.04553350544301793, "loss_rpn_loc": 0.08073267282452434, "loss_sem_seg": 0.3134009090717882, "lr": 0.02, "mask_rcnn/accuracy": 0.874453359203851, "mask_rcnn/false_negative": 0.09981503389621599, "mask_rcnn/false_positive": 0.1459580252800408, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5695322415012924, "total_loss": 1.1956140483962372} {"data_time": 0.01312530399809475, "eta_seconds": 100416.50314727808, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.3961924982307148, "fast_rcnn/fg_cls_accuracy": 0.5775757575757576, "iteration": 92019, "loss_box_reg": 0.24944991059601307, "loss_cls": 0.24517400609329343, "loss_mask": 0.25866093020886183, "loss_rpn_cls": 0.05480591143714264, "loss_rpn_loc": 0.0829759839689359, "loss_sem_seg": 0.2910220371559262, "lr": 0.02, "mask_rcnn/accuracy": 0.8811197672469155, "mask_rcnn/false_negative": 0.10606195102332706, "mask_rcnn/false_positive": 0.1124725593840481, "roi_head/num_bg_samples": 430.0, "roi_head/num_fg_samples": 82.0, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5589359525001782, "total_loss": 1.2199448848550674} {"data_time": 0.01296429950161837, "eta_seconds": 100435.3739693706, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.42216876387860847, "fast_rcnn/fg_cls_accuracy": 0.5561136371647104, "iteration": 92039, "loss_box_reg": 0.235837547108531, "loss_cls": 0.22192845842801034, "loss_mask": 0.26540745235979557, "loss_rpn_cls": 0.04114366008434445, "loss_rpn_loc": 0.07778530516952742, "loss_sem_seg": 0.31252581952139735, "lr": 0.02, "mask_rcnn/accuracy": 0.8834393790172093, "mask_rcnn/false_negative": 0.08539602612862227, "mask_rcnn/false_positive": 0.134585492905153, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5668635254987748, "total_loss": 1.162783482373925} {"data_time": 0.012243525001395028, "eta_seconds": 100441.69575243244, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.3432934253246753, "fast_rcnn/fg_cls_accuracy": 0.6408253205128205, "iteration": 92059, "loss_box_reg": 0.23180562816560268, "loss_cls": 0.20617095264606178, "loss_mask": 0.25643694307655096, "loss_rpn_cls": 0.0467589667532593, "loss_rpn_loc": 0.07131895815837197, "loss_sem_seg": 0.3178594773635268, "lr": 0.02, "mask_rcnn/accuracy": 0.8775679413658726, "mask_rcnn/false_negative": 0.09649498118894556, "mask_rcnn/false_positive": 0.12383126424719146, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5648750524960633, "total_loss": 1.174881695624208} {"data_time": 0.012486690498917596, "eta_seconds": 100355.26407235058, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.2983637213651239, "fast_rcnn/fg_cls_accuracy": 0.6441441441441441, "iteration": 92079, "loss_box_reg": 0.22806451562792063, "loss_cls": 0.2093610381707549, "loss_mask": 0.2518345331773162, "loss_rpn_cls": 0.04247142348322086, "loss_rpn_loc": 0.063721121288836, "loss_sem_seg": 0.32411488238722086, "lr": 0.02, "mask_rcnn/accuracy": 0.8859576558216794, "mask_rcnn/false_negative": 0.10607233655062814, "mask_rcnn/false_positive": 0.10386755951008103, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.5700555394978437, "total_loss": 1.1756365332694259} {"data_time": 0.012018834499031072, "eta_seconds": 100287.94767040502, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.3720125786163522, "fast_rcnn/fg_cls_accuracy": 0.5804126625211984, "iteration": 92099, "loss_box_reg": 0.210761490277946, "loss_cls": 0.2094393544830382, "loss_mask": 0.2508671102114022, "loss_rpn_cls": 0.0435474843980046, "loss_rpn_loc": 0.06451568874763325, "loss_sem_seg": 0.3406728261616081, "lr": 0.02, "mask_rcnn/accuracy": 0.892844610807968, "mask_rcnn/false_negative": 0.09740848353846447, "mask_rcnn/false_positive": 0.11965909220448742, "roi_head/num_bg_samples": 465.75, "roi_head/num_fg_samples": 46.25, "rpn/num_neg_anchors": 236.75, "rpn/num_pos_anchors": 19.25, "time": 0.5585980840005504, "total_loss": 1.1391585210512858} {"data_time": 0.012794072998076444, "eta_seconds": 100175.24303230106, "fast_rcnn/cls_accuracy": 0.912109375, "fast_rcnn/false_negative": 0.40645833333333337, "fast_rcnn/fg_cls_accuracy": 0.5544414735591205, "iteration": 92119, "loss_box_reg": 0.23227557027712464, "loss_cls": 0.23367668990977108, "loss_mask": 0.26492182072252035, "loss_rpn_cls": 0.03705931355943903, "loss_rpn_loc": 0.068292866286356, "loss_sem_seg": 0.33343022456392646, "lr": 0.02, "mask_rcnn/accuracy": 0.8890207633488498, "mask_rcnn/false_negative": 0.10283199541677507, "mask_rcnn/false_positive": 0.13798632255358442, "roi_head/num_bg_samples": 424.75, "roi_head/num_fg_samples": 87.25, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.559683434501494, "total_loss": 1.1542860820773058} {"data_time": 0.012740119003865402, "eta_seconds": 100195.28828447084, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3178418803418803, "fast_rcnn/fg_cls_accuracy": 0.6201923076923077, "iteration": 92139, "loss_box_reg": 0.22789861937053502, "loss_cls": 0.20354394847527146, "loss_mask": 0.2664310121908784, "loss_rpn_cls": 0.04299568631540751, "loss_rpn_loc": 0.06620976206613705, "loss_sem_seg": 0.33491886127740145, "lr": 0.02, "mask_rcnn/accuracy": 0.8793863819251523, "mask_rcnn/false_negative": 0.10469079773666015, "mask_rcnn/false_positive": 0.13185982398308638, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.5662716584993177, "total_loss": 1.1761235302255955} {"data_time": 0.013113196000631433, "eta_seconds": 100254.12393214484, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.32602251331971316, "fast_rcnn/fg_cls_accuracy": 0.6001796945193172, "iteration": 92159, "loss_box_reg": 0.22456663963384926, "loss_cls": 0.2171200115699321, "loss_mask": 0.2634904617443681, "loss_rpn_cls": 0.06277413492352935, "loss_rpn_loc": 0.08511461643502116, "loss_sem_seg": 0.3281092490069568, "lr": 0.02, "mask_rcnn/accuracy": 0.8775775772648312, "mask_rcnn/false_negative": 0.12049088445776003, "mask_rcnn/false_positive": 0.1160692940538757, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.5716481605013541, "total_loss": 1.1488307957479265} {"data_time": 0.013322320999577641, "eta_seconds": 100226.38312824318, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.29447115384615385, "fast_rcnn/fg_cls_accuracy": 0.6094019551466361, "iteration": 92179, "loss_box_reg": 0.24458281509578228, "loss_cls": 0.24120691092684865, "loss_mask": 0.25958563573658466, "loss_rpn_cls": 0.05632471403805539, "loss_rpn_loc": 0.09075554431183264, "loss_sem_seg": 0.34590456914156675, "lr": 0.02, "mask_rcnn/accuracy": 0.8788778899726426, "mask_rcnn/false_negative": 0.09344974567179426, "mask_rcnn/false_positive": 0.14107502017709506, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 208.25, "rpn/num_pos_anchors": 47.75, "time": 0.5629741864977404, "total_loss": 1.2220795102184638} {"data_time": 0.012970150499313604, "eta_seconds": 100192.22705611974, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.2765957446808511, "fast_rcnn/fg_cls_accuracy": 0.6413053949903661, "iteration": 92199, "loss_box_reg": 0.2505471978802234, "loss_cls": 0.23850881960242987, "loss_mask": 0.2644701902754605, "loss_rpn_cls": 0.041489877228741534, "loss_rpn_loc": 0.06531047937460244, "loss_sem_seg": 0.35554354544728994, "lr": 0.02, "mask_rcnn/accuracy": 0.9033760422571806, "mask_rcnn/false_negative": 0.08401048500354838, "mask_rcnn/false_positive": 0.10679904228466068, "roi_head/num_bg_samples": 460.25, "roi_head/num_fg_samples": 51.75, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5632118260000425, "total_loss": 1.2117332943307701} {"data_time": 0.011936097998841433, "eta_seconds": 100232.0340057961, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.3743951612903226, "fast_rcnn/fg_cls_accuracy": 0.5628591954022988, "iteration": 92219, "loss_box_reg": 0.23019673442468047, "loss_cls": 0.21428891085088253, "loss_mask": 0.25578217301517725, "loss_rpn_cls": 0.04224567787605338, "loss_rpn_loc": 0.06868753727758303, "loss_sem_seg": 0.36388603155501187, "lr": 0.02, "mask_rcnn/accuracy": 0.8902603090286747, "mask_rcnn/false_negative": 0.10218047138039009, "mask_rcnn/false_positive": 0.14156304290754312, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5710683129982499, "total_loss": 1.180206221935805} {"data_time": 0.011973053497058572, "eta_seconds": 100224.49641992843, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.37892680921052635, "fast_rcnn/fg_cls_accuracy": 0.5847461685823754, "iteration": 92239, "loss_box_reg": 0.23023880273103714, "loss_cls": 0.20570125873200595, "loss_mask": 0.2495975960046053, "loss_rpn_cls": 0.03875015178346075, "loss_rpn_loc": 0.07619088888168335, "loss_sem_seg": 0.37213252298533916, "lr": 0.02, "mask_rcnn/accuracy": 0.8619941704939937, "mask_rcnn/false_negative": 0.10967900077493585, "mask_rcnn/false_positive": 0.16096775804855518, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5622049960002187, "total_loss": 1.191347102401778} {"data_time": 0.012950187501701294, "eta_seconds": 100216.43374603125, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.3442837732919255, "fast_rcnn/fg_cls_accuracy": 0.6263363486842105, "iteration": 92259, "loss_box_reg": 0.23957492562476546, "loss_cls": 0.23989963671192527, "loss_mask": 0.2527866121381521, "loss_rpn_cls": 0.04772182329179486, "loss_rpn_loc": 0.07944139995379373, "loss_sem_seg": 0.34693780541419983, "lr": 0.02, "mask_rcnn/accuracy": 0.8926209650007434, "mask_rcnn/false_negative": 0.09253955554953132, "mask_rcnn/false_positive": 0.11696497829525207, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5597015829989687, "total_loss": 1.174971754764556} {"data_time": 0.012524497502454324, "eta_seconds": 100186.47645562448, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.5025, "fast_rcnn/fg_cls_accuracy": 0.457618667730355, "iteration": 92279, "loss_box_reg": 0.2532403913792223, "loss_cls": 0.2375813266262412, "loss_mask": 0.2742360318079591, "loss_rpn_cls": 0.04563980345847085, "loss_rpn_loc": 0.08246568733011372, "loss_sem_seg": 0.3226641190703958, "lr": 0.02, "mask_rcnn/accuracy": 0.8757213972953652, "mask_rcnn/false_negative": 0.09201442946884801, "mask_rcnn/false_positive": 0.15690982473794943, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5729245319998881, "total_loss": 1.2741394368349575} {"data_time": 0.01247312249688548, "eta_seconds": 100190.66745977859, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.3847049689440994, "fast_rcnn/fg_cls_accuracy": 0.6063664596273292, "iteration": 92299, "loss_box_reg": 0.23010041285306215, "loss_cls": 0.21721373702166602, "loss_mask": 0.2661762307398021, "loss_rpn_cls": 0.03964045218890533, "loss_rpn_loc": 0.08575890233623795, "loss_sem_seg": 0.37306759878993034, "lr": 0.02, "mask_rcnn/accuracy": 0.874788933430515, "mask_rcnn/false_negative": 0.10112459889100475, "mask_rcnn/false_positive": 0.13979641049562347, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.572312325497478, "total_loss": 1.216356844495749} {"data_time": 0.01291171949924319, "eta_seconds": 100179.39113972864, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.3984932593180016, "fast_rcnn/fg_cls_accuracy": 0.5572867853795689, "iteration": 92319, "loss_box_reg": 0.23974838200956583, "loss_cls": 0.22432932490482926, "loss_mask": 0.25767367891967297, "loss_rpn_cls": 0.05155012191971764, "loss_rpn_loc": 0.07561796301160939, "loss_sem_seg": 0.3052086252719164, "lr": 0.02, "mask_rcnn/accuracy": 0.9002706360110222, "mask_rcnn/false_negative": 0.08225001705768603, "mask_rcnn/false_positive": 0.11980854435194019, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5616953105018183, "total_loss": 1.169464059988968} {"data_time": 0.013604324500192888, "eta_seconds": 100266.84565674931, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.39553512181249406, "fast_rcnn/fg_cls_accuracy": 0.5947246184472462, "iteration": 92339, "loss_box_reg": 0.21871508285403252, "loss_cls": 0.20685307262465358, "loss_mask": 0.2620461704209447, "loss_rpn_cls": 0.048550106133916415, "loss_rpn_loc": 0.0816628189641051, "loss_sem_seg": 0.37676262436434627, "lr": 0.02, "mask_rcnn/accuracy": 0.888412786989796, "mask_rcnn/false_negative": 0.10968046363377322, "mask_rcnn/false_positive": 0.11305350795542957, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5695941790036159, "total_loss": 1.2282064579194412} {"data_time": 0.013382647000980796, "eta_seconds": 100272.35586603341, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.3921325051759834, "fast_rcnn/fg_cls_accuracy": 0.51494708994709, "iteration": 92359, "loss_box_reg": 0.2312922077253461, "loss_cls": 0.21271484903991222, "loss_mask": 0.265868591144681, "loss_rpn_cls": 0.045318970194784924, "loss_rpn_loc": 0.07417193171568215, "loss_sem_seg": 0.3490257686935365, "lr": 0.02, "mask_rcnn/accuracy": 0.8795857828039353, "mask_rcnn/false_negative": 0.10260614469986859, "mask_rcnn/false_positive": 0.1240442852954594, "roi_head/num_bg_samples": 456.75, "roi_head/num_fg_samples": 55.25, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.5759202515000652, "total_loss": 1.1536580524989404} {"data_time": 0.012968916496902239, "eta_seconds": 100264.03174539059, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.32486979166666663, "fast_rcnn/fg_cls_accuracy": 0.6691778273809523, "iteration": 92379, "loss_box_reg": 0.22984679229557514, "loss_cls": 0.21715352265164256, "loss_mask": 0.2725613545626402, "loss_rpn_cls": 0.058781669416930526, "loss_rpn_loc": 0.09327237826073542, "loss_sem_seg": 0.3636549096554518, "lr": 0.02, "mask_rcnn/accuracy": 0.8825106670467772, "mask_rcnn/false_negative": 0.10028075631154472, "mask_rcnn/false_positive": 0.14152862664825128, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5655661030032206, "total_loss": 1.2725259763246868} {"data_time": 0.011656531500193523, "eta_seconds": 100249.77721451354, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.355121097169536, "fast_rcnn/fg_cls_accuracy": 0.5900134228187919, "iteration": 92399, "loss_box_reg": 0.22089854162186384, "loss_cls": 0.23471716535277665, "loss_mask": 0.2562952255830169, "loss_rpn_cls": 0.05130161880515516, "loss_rpn_loc": 0.07749204340507276, "loss_sem_seg": 0.365319783333689, "lr": 0.02, "mask_rcnn/accuracy": 0.8979919809786331, "mask_rcnn/false_negative": 0.08408321539833921, "mask_rcnn/false_positive": 0.11316393861526439, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5560813379997853, "total_loss": 1.1825059193070047} {"data_time": 0.012161414495494682, "eta_seconds": 100153.93624776191, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.34741935483870967, "fast_rcnn/fg_cls_accuracy": 0.5766086029150372, "iteration": 92419, "loss_box_reg": 0.23166814749129117, "loss_cls": 0.21750395826529711, "loss_mask": 0.2649871385656297, "loss_rpn_cls": 0.04724520939635113, "loss_rpn_loc": 0.07877655577613041, "loss_sem_seg": 0.36840378027409315, "lr": 0.02, "mask_rcnn/accuracy": 0.8700883649760378, "mask_rcnn/false_negative": 0.0997234836927771, "mask_rcnn/false_positive": 0.14737741649805652, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.556027353501122, "total_loss": 1.190691239455191} {"data_time": 0.013333923001482617, "eta_seconds": 100230.16276647073, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.42777777777777776, "fast_rcnn/fg_cls_accuracy": 0.5079656862745099, "iteration": 92439, "loss_box_reg": 0.23111766250804067, "loss_cls": 0.2272657179273665, "loss_mask": 0.2752612391486764, "loss_rpn_cls": 0.05257020168937743, "loss_rpn_loc": 0.08079235209152102, "loss_sem_seg": 0.34050694992765784, "lr": 0.02, "mask_rcnn/accuracy": 0.8679763423226434, "mask_rcnn/false_negative": 0.11315868945200089, "mask_rcnn/false_positive": 0.13648307998686593, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5598943369986955, "total_loss": 1.2328998885350302} {"data_time": 0.013447298999381019, "eta_seconds": 100215.90923723373, "fast_rcnn/cls_accuracy": 0.95751953125, "fast_rcnn/false_negative": 0.3283208020050125, "fast_rcnn/fg_cls_accuracy": 0.6590555267254801, "iteration": 92459, "loss_box_reg": 0.21745056682266295, "loss_cls": 0.21655720937997103, "loss_mask": 0.2667112173512578, "loss_rpn_cls": 0.05060302723722998, "loss_rpn_loc": 0.07970843141083606, "loss_sem_seg": 0.33823011978529394, "lr": 0.02, "mask_rcnn/accuracy": 0.906157693340494, "mask_rcnn/false_negative": 0.08400949896010246, "mask_rcnn/false_positive": 0.11834786571520192, "roi_head/num_bg_samples": 459.75, "roi_head/num_fg_samples": 52.25, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5713279574993066, "total_loss": 1.2034160112962127} {"data_time": 0.01221641249867389, "eta_seconds": 100204.6199114738, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3594336318607095, "fast_rcnn/fg_cls_accuracy": 0.5837595907928389, "iteration": 92479, "loss_box_reg": 0.2446794854477048, "loss_cls": 0.22780225262977183, "loss_mask": 0.26959701906889677, "loss_rpn_cls": 0.054652952996548265, "loss_rpn_loc": 0.0831860569305718, "loss_sem_seg": 0.3599216763395816, "lr": 0.02, "mask_rcnn/accuracy": 0.8889604591836735, "mask_rcnn/false_negative": 0.10819896421514649, "mask_rcnn/false_positive": 0.12874770081001097, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5661381499958225, "total_loss": 1.261547727161087} {"data_time": 0.012205060000269441, "eta_seconds": 100155.98783690741, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.29586619924043234, "fast_rcnn/fg_cls_accuracy": 0.6587935429056924, "iteration": 92499, "loss_box_reg": 0.2588124710600823, "loss_cls": 0.24143621744588017, "loss_mask": 0.2543347869068384, "loss_rpn_cls": 0.05053917190525681, "loss_rpn_loc": 0.08236222271807492, "loss_sem_seg": 0.33251794148236513, "lr": 0.02, "mask_rcnn/accuracy": 0.8932655739461139, "mask_rcnn/false_negative": 0.08813930238668474, "mask_rcnn/false_positive": 0.13070054379995197, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5597468074956851, "total_loss": 1.2588393814512528} {"data_time": 0.013416888497886248, "eta_seconds": 100242.02469159394, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3157855136436597, "fast_rcnn/fg_cls_accuracy": 0.6763095238095238, "iteration": 92519, "loss_box_reg": 0.25000401493161917, "loss_cls": 0.232160035520792, "loss_mask": 0.2638562279753387, "loss_rpn_cls": 0.04904157354030758, "loss_rpn_loc": 0.09173263213597238, "loss_sem_seg": 0.3188520143739879, "lr": 0.02, "mask_rcnn/accuracy": 0.8789945812831699, "mask_rcnn/false_negative": 0.10669851973156086, "mask_rcnn/false_positive": 0.1442046338350763, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5798460924997926, "total_loss": 1.1545353741385043} {"data_time": 0.01186311749916058, "eta_seconds": 100290.05417295986, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.3150665533843104, "fast_rcnn/fg_cls_accuracy": 0.6372727272727272, "iteration": 92539, "loss_box_reg": 0.22207920951768756, "loss_cls": 0.19920567935332656, "loss_mask": 0.2640024423599243, "loss_rpn_cls": 0.0490047045313986, "loss_rpn_loc": 0.08323030255269259, "loss_sem_seg": 0.3314907397143543, "lr": 0.02, "mask_rcnn/accuracy": 0.8992087700464801, "mask_rcnn/false_negative": 0.08180733679703286, "mask_rcnn/false_positive": 0.11883160963552519, "roi_head/num_bg_samples": 462.0, "roi_head/num_fg_samples": 50.0, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.574550987497787, "total_loss": 1.128061669471208} {"data_time": 0.01311731950045214, "eta_seconds": 100254.85648721334, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.3584768018675226, "fast_rcnn/fg_cls_accuracy": 0.6191885492897116, "iteration": 92559, "loss_box_reg": 0.23370681214146316, "loss_cls": 0.20834405859932303, "loss_mask": 0.25157985650002956, "loss_rpn_cls": 0.04240459261927754, "loss_rpn_loc": 0.06807171495165676, "loss_sem_seg": 0.3374265246093273, "lr": 0.02, "mask_rcnn/accuracy": 0.9021292610984943, "mask_rcnn/false_negative": 0.09471727607845964, "mask_rcnn/false_positive": 0.10989362802731384, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5595515899985912, "total_loss": 1.1401510993309785} {"data_time": 0.01266520150238648, "eta_seconds": 100233.51544601626, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3684202606314142, "fast_rcnn/fg_cls_accuracy": 0.5590717299578059, "iteration": 92579, "loss_box_reg": 0.23158171214163303, "loss_cls": 0.2066953892353922, "loss_mask": 0.2618279466405511, "loss_rpn_cls": 0.04273520951392129, "loss_rpn_loc": 0.07298981415806338, "loss_sem_seg": 0.32148246839642525, "lr": 0.02, "mask_rcnn/accuracy": 0.8859138498211012, "mask_rcnn/false_negative": 0.08820927374149756, "mask_rcnn/false_positive": 0.11935007840700901, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5663514219995704, "total_loss": 1.152870352860191} {"data_time": 0.013313290997757576, "eta_seconds": 100256.64506608187, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.4030025803424818, "fast_rcnn/fg_cls_accuracy": 0.5760368663594471, "iteration": 92599, "loss_box_reg": 0.232186583802104, "loss_cls": 0.225061253644526, "loss_mask": 0.2637569699436426, "loss_rpn_cls": 0.04695719014853239, "loss_rpn_loc": 0.09058701852336526, "loss_sem_seg": 0.3248094501905143, "lr": 0.02, "mask_rcnn/accuracy": 0.9100216741362843, "mask_rcnn/false_negative": 0.0741269241232209, "mask_rcnn/false_positive": 0.1093851541259719, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.5767900019964145, "total_loss": 1.210944636783097} {"data_time": 0.012514918002125341, "eta_seconds": 100266.46024434804, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.3411441499676794, "fast_rcnn/fg_cls_accuracy": 0.5704948646125116, "iteration": 92619, "loss_box_reg": 0.2509259367361665, "loss_cls": 0.23498958395794034, "loss_mask": 0.25475020706653595, "loss_rpn_cls": 0.04238106601405889, "loss_rpn_loc": 0.0728182626189664, "loss_sem_seg": 0.3419324103742838, "lr": 0.02, "mask_rcnn/accuracy": 0.8900545066511454, "mask_rcnn/false_negative": 0.09070717592257528, "mask_rcnn/false_positive": 0.130522217909961, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5675091094999516, "total_loss": 1.2034842191205826} {"data_time": 0.011973859003774123, "eta_seconds": 100234.03941108193, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.31400333412717313, "fast_rcnn/fg_cls_accuracy": 0.6467727674624226, "iteration": 92639, "loss_box_reg": 0.25038518640212715, "loss_cls": 0.23052791820373386, "loss_mask": 0.26499272231012583, "loss_rpn_cls": 0.050345435287454166, "loss_rpn_loc": 0.08147213549818844, "loss_sem_seg": 0.3311244701035321, "lr": 0.02, "mask_rcnn/accuracy": 0.8735539122805073, "mask_rcnn/false_negative": 0.12015119614222147, "mask_rcnn/false_positive": 0.11125752941348493, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5647993784987193, "total_loss": 1.2614299875567667} {"data_time": 0.011787769999500597, "eta_seconds": 100198.35609751355, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.273538961038961, "fast_rcnn/fg_cls_accuracy": 0.7050865800865801, "iteration": 92659, "loss_box_reg": 0.21379317017272115, "loss_cls": 0.22604808071628213, "loss_mask": 0.2515730354934931, "loss_rpn_cls": 0.04346159602573607, "loss_rpn_loc": 0.06736243930936325, "loss_sem_seg": 0.3467690972611308, "lr": 0.02, "mask_rcnn/accuracy": 0.8935242819287146, "mask_rcnn/false_negative": 0.08656379554092582, "mask_rcnn/false_positive": 0.12702797707372646, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5621807900024578, "total_loss": 1.1380269476212561} {"data_time": 0.012172433001978789, "eta_seconds": 100164.67482964313, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.3511044339775865, "fast_rcnn/fg_cls_accuracy": 0.5693734015345269, "iteration": 92679, "loss_box_reg": 0.2397597311064601, "loss_cls": 0.2309505338780582, "loss_mask": 0.264451895840466, "loss_rpn_cls": 0.048178570839809254, "loss_rpn_loc": 0.07754840876441449, "loss_sem_seg": 0.3827987527474761, "lr": 0.02, "mask_rcnn/accuracy": 0.8874542921457083, "mask_rcnn/false_negative": 0.10888526154725897, "mask_rcnn/false_positive": 0.12006223199319851, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5648044935005601, "total_loss": 1.2672698979149573} {"data_time": 0.013560789000621298, "eta_seconds": 100213.93682556192, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.3438197602315006, "fast_rcnn/fg_cls_accuracy": 0.6185593220338983, "iteration": 92699, "loss_box_reg": 0.24382486939430237, "loss_cls": 0.24315118696540594, "loss_mask": 0.2669558278284967, "loss_rpn_cls": 0.056689047371037304, "loss_rpn_loc": 0.08900217607151717, "loss_sem_seg": 0.39864255487918854, "lr": 0.02, "mask_rcnn/accuracy": 0.8878397757408047, "mask_rcnn/false_negative": 0.09851212153696697, "mask_rcnn/false_positive": 0.12382658902883725, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 235.0, "rpn/num_pos_anchors": 21.0, "time": 0.5691967855018447, "total_loss": 1.2498283895547502} {"data_time": 0.012530593001429224, "eta_seconds": 100202.63244072195, "fast_rcnn/cls_accuracy": 0.91259765625, "fast_rcnn/false_negative": 0.3999742588699644, "fast_rcnn/fg_cls_accuracy": 0.5502288329519451, "iteration": 92719, "loss_box_reg": 0.20331770880147815, "loss_cls": 0.19226039201021194, "loss_mask": 0.2562608439475298, "loss_rpn_cls": 0.03653584929998033, "loss_rpn_loc": 0.05933251796523109, "loss_sem_seg": 0.32996197137981653, "lr": 0.02, "mask_rcnn/accuracy": 0.8944187026251278, "mask_rcnn/false_negative": 0.08196190117637808, "mask_rcnn/false_positive": 0.12510276773917403, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.55260158999954, "total_loss": 1.1120239842348383} {"data_time": 0.011796914997830754, "eta_seconds": 100230.8868622048, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.43052631578947365, "fast_rcnn/fg_cls_accuracy": 0.5398856256663759, "iteration": 92739, "loss_box_reg": 0.22829496976919472, "loss_cls": 0.22725567664019763, "loss_mask": 0.27177216950803995, "loss_rpn_cls": 0.04833705762575846, "loss_rpn_loc": 0.07368361853878014, "loss_sem_seg": 0.3423993615433574, "lr": 0.02, "mask_rcnn/accuracy": 0.8825614620848339, "mask_rcnn/false_negative": 0.12324037537057718, "mask_rcnn/false_positive": 0.1311408979971529, "roi_head/num_bg_samples": 461.0, "roi_head/num_fg_samples": 51.0, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5720833165032673, "total_loss": 1.2173519159550779} {"data_time": 0.012071636003383901, "eta_seconds": 100241.44556552547, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.3535734543391945, "fast_rcnn/fg_cls_accuracy": 0.6168579626972741, "iteration": 92759, "loss_box_reg": 0.2472260002978146, "loss_cls": 0.2312456234358251, "loss_mask": 0.2703395034186542, "loss_rpn_cls": 0.04858796972257551, "loss_rpn_loc": 0.07606035680510104, "loss_sem_seg": 0.3070749663747847, "lr": 0.02, "mask_rcnn/accuracy": 0.8938520037597197, "mask_rcnn/false_negative": 0.0951938110949952, "mask_rcnn/false_positive": 0.11238292065229835, "roi_head/num_bg_samples": 430.0, "roi_head/num_fg_samples": 82.0, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5643954225015477, "total_loss": 1.175532508699689} {"data_time": 0.013102862001687754, "eta_seconds": 100193.19217755417, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3080863574270951, "fast_rcnn/fg_cls_accuracy": 0.652936984023282, "iteration": 92779, "loss_box_reg": 0.2378638442605734, "loss_cls": 0.2255974616855383, "loss_mask": 0.2612874936312437, "loss_rpn_cls": 0.043703110015485436, "loss_rpn_loc": 0.0782556454942096, "loss_sem_seg": 0.32712818682193756, "lr": 0.02, "mask_rcnn/accuracy": 0.8921955326808626, "mask_rcnn/false_negative": 0.10784990255568044, "mask_rcnn/false_positive": 0.11725283929827665, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5554417405001004, "total_loss": 1.2332834700355306} {"data_time": 0.013095117003103951, "eta_seconds": 100199.97955676296, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3608513779527559, "fast_rcnn/fg_cls_accuracy": 0.6101209089013967, "iteration": 92799, "loss_box_reg": 0.23754069115966558, "loss_cls": 0.21480732643976808, "loss_mask": 0.26255248114466667, "loss_rpn_cls": 0.0435082807962317, "loss_rpn_loc": 0.06826193008600967, "loss_sem_seg": 0.32648561079986393, "lr": 0.02, "mask_rcnn/accuracy": 0.9050563369967762, "mask_rcnn/false_negative": 0.07918209164624157, "mask_rcnn/false_positive": 0.11592324251804582, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5752571794982941, "total_loss": 1.1722698447993025} {"data_time": 0.013669180501892697, "eta_seconds": 100188.67036781293, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.32702344095532954, "fast_rcnn/fg_cls_accuracy": 0.5950116783450117, "iteration": 92819, "loss_box_reg": 0.21724526723846793, "loss_cls": 0.20930614741519094, "loss_mask": 0.2680307421833277, "loss_rpn_cls": 0.04896983003709465, "loss_rpn_loc": 0.08309414703398943, "loss_sem_seg": 0.3494403469376266, "lr": 0.02, "mask_rcnn/accuracy": 0.8815307322525785, "mask_rcnn/false_negative": 0.08170141474729453, "mask_rcnn/false_positive": 0.1444090540083041, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5625992615023279, "total_loss": 1.1974396111036185} {"data_time": 0.011784957499912707, "eta_seconds": 100206.30379376948, "fast_rcnn/cls_accuracy": 0.9580078125, "fast_rcnn/false_negative": 0.312813650050184, "fast_rcnn/fg_cls_accuracy": 0.6861797350519154, "iteration": 92839, "loss_box_reg": 0.2256600158289075, "loss_cls": 0.20628588926047087, "loss_mask": 0.2537159649655223, "loss_rpn_cls": 0.040785619465168566, "loss_rpn_loc": 0.06325763696804643, "loss_sem_seg": 0.35749509860761464, "lr": 0.02, "mask_rcnn/accuracy": 0.9159281113661271, "mask_rcnn/false_negative": 0.08627616344886972, "mask_rcnn/false_positive": 0.08359530002000623, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5714965459992527, "total_loss": 1.1586725590677815} {"data_time": 0.012214096004754538, "eta_seconds": 100194.9913374395, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.38552989130434784, "fast_rcnn/fg_cls_accuracy": 0.5506342062193126, "iteration": 92859, "loss_box_reg": 0.24411063268780708, "loss_cls": 0.23643190180882812, "loss_mask": 0.26191370747983456, "loss_rpn_cls": 0.047464306466281414, "loss_rpn_loc": 0.08241501756128855, "loss_sem_seg": 0.35685554798692465, "lr": 0.02, "mask_rcnn/accuracy": 0.8824172247023809, "mask_rcnn/false_negative": 0.12204737347947303, "mask_rcnn/false_positive": 0.12227010814978523, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.5552996150036051, "total_loss": 1.2595729304011911} {"data_time": 0.012090671501937322, "eta_seconds": 100173.57767114515, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.36127450980392156, "fast_rcnn/fg_cls_accuracy": 0.6071880365049246, "iteration": 92879, "loss_box_reg": 0.2373975128866732, "loss_cls": 0.2370277550071478, "loss_mask": 0.26142783649265766, "loss_rpn_cls": 0.04834050565841608, "loss_rpn_loc": 0.06620165426284075, "loss_sem_seg": 0.3397543295286596, "lr": 0.02, "mask_rcnn/accuracy": 0.8967282186704537, "mask_rcnn/false_negative": 0.08198996200644143, "mask_rcnn/false_positive": 0.13256169399653495, "roi_head/num_bg_samples": 466.75, "roi_head/num_fg_samples": 45.25, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.563060314500035, "total_loss": 1.1833059493801557} {"data_time": 0.012175347001175396, "eta_seconds": 100162.2663554151, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.29815924657534243, "fast_rcnn/fg_cls_accuracy": 0.6612073248633685, "iteration": 92899, "loss_box_reg": 0.2522479365579784, "loss_cls": 0.21736853988841176, "loss_mask": 0.2665411736816168, "loss_rpn_cls": 0.04566454020095989, "loss_rpn_loc": 0.07503067089419346, "loss_sem_seg": 0.3720170701853931, "lr": 0.02, "mask_rcnn/accuracy": 0.8887139039289185, "mask_rcnn/false_negative": 0.09292589193789849, "mask_rcnn/false_positive": 0.13127855472178376, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5683990815014113, "total_loss": 1.1935858268698212} {"data_time": 0.01284368300184724, "eta_seconds": 100114.04215072407, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.33923999460989085, "fast_rcnn/fg_cls_accuracy": 0.5970496894409938, "iteration": 92919, "loss_box_reg": 0.23154418775811791, "loss_cls": 0.21549247205257416, "loss_mask": 0.2610353813506663, "loss_rpn_cls": 0.04895510702044703, "loss_rpn_loc": 0.07926422503078356, "loss_sem_seg": 0.3405359168536961, "lr": 0.02, "mask_rcnn/accuracy": 0.8871059057303476, "mask_rcnn/false_negative": 0.09497076588271314, "mask_rcnn/false_positive": 0.10681193814018092, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5565798169991467, "total_loss": 1.21253611065913} {"data_time": 0.012527331498858985, "eta_seconds": 100050.02527184898, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.30630921619293716, "fast_rcnn/fg_cls_accuracy": 0.6793145654834761, "iteration": 92939, "loss_box_reg": 0.2197545177768916, "loss_cls": 0.20851685712113976, "loss_mask": 0.25528128258883953, "loss_rpn_cls": 0.03869885429594433, "loss_rpn_loc": 0.0791783552558627, "loss_sem_seg": 0.33433474274352193, "lr": 0.02, "mask_rcnn/accuracy": 0.8977160065209515, "mask_rcnn/false_negative": 0.0887846072537893, "mask_rcnn/false_positive": 0.11699005724457587, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5520648790006817, "total_loss": 1.1473626068473095} {"data_time": 0.011695913501171162, "eta_seconds": 100076.69494742487, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.38178943452380953, "fast_rcnn/fg_cls_accuracy": 0.568733153638814, "iteration": 92959, "loss_box_reg": 0.2310606027022004, "loss_cls": 0.21813727100379765, "loss_mask": 0.2703625587746501, "loss_rpn_cls": 0.048801412485772744, "loss_rpn_loc": 0.0763621487421915, "loss_sem_seg": 0.3533064122311771, "lr": 0.02, "mask_rcnn/accuracy": 0.9009664696623991, "mask_rcnn/false_negative": 0.08622203674528782, "mask_rcnn/false_positive": 0.14116676578090975, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5715830480003206, "total_loss": 1.184548675082624} {"data_time": 0.011820495001302334, "eta_seconds": 100095.18068404419, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.372967296729673, "fast_rcnn/fg_cls_accuracy": 0.5691347011596788, "iteration": 92979, "loss_box_reg": 0.2220217422582209, "loss_cls": 0.2096381806768477, "loss_mask": 0.2504748357459903, "loss_rpn_cls": 0.04687855485826731, "loss_rpn_loc": 0.0917901067296043, "loss_sem_seg": 0.3842737255617976, "lr": 0.02, "mask_rcnn/accuracy": 0.8924351075129329, "mask_rcnn/false_negative": 0.10071955146217879, "mask_rcnn/false_positive": 0.136095594720674, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 234.25, "rpn/num_pos_anchors": 21.75, "time": 0.5691078199997719, "total_loss": 1.2155911581285181} {"data_time": 0.013831635998940328, "eta_seconds": 100083.87183586413, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.3438689217758985, "fast_rcnn/fg_cls_accuracy": 0.588974358974359, "iteration": 92999, "loss_box_reg": 0.2416272684931755, "loss_cls": 0.2308610356412828, "loss_mask": 0.2658521877601743, "loss_rpn_cls": 0.03928392467787489, "loss_rpn_loc": 0.06409465573960915, "loss_sem_seg": 0.36284912051633, "lr": 0.02, "mask_rcnn/accuracy": 0.8774145772828013, "mask_rcnn/false_negative": 0.1008039629493657, "mask_rcnn/false_positive": 0.162110544695369, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5709719744991162, "total_loss": 1.1919029545679223} {"data_time": 0.012371837001410313, "eta_seconds": 100098.20461424903, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.336061189559264, "fast_rcnn/fg_cls_accuracy": 0.5839077669902912, "iteration": 93019, "loss_box_reg": 0.23901373776607215, "loss_cls": 0.23173944186419249, "loss_mask": 0.2565610744059086, "loss_rpn_cls": 0.04674283601343632, "loss_rpn_loc": 0.0659230729797855, "loss_sem_seg": 0.3798794047906995, "lr": 0.02, "mask_rcnn/accuracy": 0.8876369217786546, "mask_rcnn/false_negative": 0.10074342261471741, "mask_rcnn/false_positive": 0.12796507985460487, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.569157448495389, "total_loss": 1.2424691991182044} {"data_time": 0.01238941199699184, "eta_seconds": 100064.26928936254, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.3868536001127237, "fast_rcnn/fg_cls_accuracy": 0.5892032911900462, "iteration": 93039, "loss_box_reg": 0.24720615427941084, "loss_cls": 0.22291386174038053, "loss_mask": 0.2644096566364169, "loss_rpn_cls": 0.04189057758776471, "loss_rpn_loc": 0.08536790130892769, "loss_sem_seg": 0.3217057082802057, "lr": 0.02, "mask_rcnn/accuracy": 0.8869222309657112, "mask_rcnn/false_negative": 0.11425809798631015, "mask_rcnn/false_positive": 0.13539244367888026, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 201.5, "rpn/num_pos_anchors": 54.5, "time": 0.5640427995022037, "total_loss": 1.1644968750479165} {"data_time": 0.012991652500204509, "eta_seconds": 100052.9601004125, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.33365919687171003, "fast_rcnn/fg_cls_accuracy": 0.6209797130133597, "iteration": 93059, "loss_box_reg": 0.24321222677826881, "loss_cls": 0.21512441523373127, "loss_mask": 0.26623442117124796, "loss_rpn_cls": 0.049710003833752126, "loss_rpn_loc": 0.08758863236289471, "loss_sem_seg": 0.32991504948586226, "lr": 0.02, "mask_rcnn/accuracy": 0.8872415902961406, "mask_rcnn/false_negative": 0.07949741966922894, "mask_rcnn/false_positive": 0.14362392627162973, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5612810780003201, "total_loss": 1.1920568703499157} {"data_time": 0.013081312001304468, "eta_seconds": 100052.7156394308, "fast_rcnn/cls_accuracy": 0.9072265625, "fast_rcnn/false_negative": 0.4602223190932868, "fast_rcnn/fg_cls_accuracy": 0.4969144872171613, "iteration": 93079, "loss_box_reg": 0.2401895634829998, "loss_cls": 0.22342596732778475, "loss_mask": 0.25654487404972315, "loss_rpn_cls": 0.039969789737369865, "loss_rpn_loc": 0.07421008287928998, "loss_sem_seg": 0.3557041338644922, "lr": 0.02, "mask_rcnn/accuracy": 0.8777048319327732, "mask_rcnn/false_negative": 0.1044958217159194, "mask_rcnn/false_positive": 0.15145261379275066, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.5700671744998544, "total_loss": 1.152360344887711} {"data_time": 0.012673737997829448, "eta_seconds": 100041.40519967074, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.264512460443038, "fast_rcnn/fg_cls_accuracy": 0.643796992481203, "iteration": 93099, "loss_box_reg": 0.25556354969739914, "loss_cls": 0.2476312112994492, "loss_mask": 0.26060232892632484, "loss_rpn_cls": 0.041961294982684194, "loss_rpn_loc": 0.0841373176081106, "loss_sem_seg": 0.3521904437802732, "lr": 0.02, "mask_rcnn/accuracy": 0.9085677528400523, "mask_rcnn/false_negative": 0.09339125884948601, "mask_rcnn/false_positive": 0.10175370590511511, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 236.25, "rpn/num_pos_anchors": 19.75, "time": 0.550275840498216, "total_loss": 1.2309987704793457} {"data_time": 0.01204558000608813, "eta_seconds": 100016.01874678383, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.3300975706889685, "fast_rcnn/fg_cls_accuracy": 0.6655884414254138, "iteration": 93119, "loss_box_reg": 0.2467251536436379, "loss_cls": 0.22344559896737337, "loss_mask": 0.26362526789307594, "loss_rpn_cls": 0.048132187977898866, "loss_rpn_loc": 0.08128184406086802, "loss_sem_seg": 0.3273830749094486, "lr": 0.02, "mask_rcnn/accuracy": 0.8998891541368292, "mask_rcnn/false_negative": 0.08132742124984683, "mask_rcnn/false_positive": 0.12017496288538917, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5552638879998995, "total_loss": 1.2015650228131562} {"data_time": 0.013401218500803225, "eta_seconds": 99978.1636807192, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3227536231884058, "fast_rcnn/fg_cls_accuracy": 0.6229101358411704, "iteration": 93139, "loss_box_reg": 0.232381422072649, "loss_cls": 0.22159781772643328, "loss_mask": 0.2636228185147047, "loss_rpn_cls": 0.047852470888756216, "loss_rpn_loc": 0.07993879227433354, "loss_sem_seg": 0.35036154463887215, "lr": 0.02, "mask_rcnn/accuracy": 0.9038090805471124, "mask_rcnn/false_negative": 0.08259701239085367, "mask_rcnn/false_positive": 0.1000144473165252, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 238.25, "rpn/num_pos_anchors": 17.75, "time": 0.5650471019980614, "total_loss": 1.2236782089166809} {"data_time": 0.012901812999189133, "eta_seconds": 99953.93597424265, "fast_rcnn/cls_accuracy": 0.91064453125, "fast_rcnn/false_negative": 0.3694488703681007, "fast_rcnn/fg_cls_accuracy": 0.5882406897816914, "iteration": 93159, "loss_box_reg": 0.22882315469905734, "loss_cls": 0.23800032399594784, "loss_mask": 0.2594851488247514, "loss_rpn_cls": 0.04580792898195796, "loss_rpn_loc": 0.08310331802931614, "loss_sem_seg": 0.3446170452516526, "lr": 0.02, "mask_rcnn/accuracy": 0.8921635830851564, "mask_rcnn/false_negative": 0.0920102605375968, "mask_rcnn/false_positive": 0.1128786429181656, "roi_head/num_bg_samples": 431.0, "roi_head/num_fg_samples": 81.0, "rpn/num_neg_anchors": 206.0, "rpn/num_pos_anchors": 50.0, "time": 0.5693012349984201, "total_loss": 1.1931557244388387} {"data_time": 0.012475240000640042, "eta_seconds": 99955.55198821927, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.35016302263137705, "fast_rcnn/fg_cls_accuracy": 0.625932400932401, "iteration": 93179, "loss_box_reg": 0.23327074316330254, "loss_cls": 0.22735141683369875, "loss_mask": 0.2652403013780713, "loss_rpn_cls": 0.04442175285657868, "loss_rpn_loc": 0.08458497509127483, "loss_sem_seg": 0.3179653864353895, "lr": 0.02, "mask_rcnn/accuracy": 0.9042481207659779, "mask_rcnn/false_negative": 0.08732803798259697, "mask_rcnn/false_positive": 0.1163863632328026, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5686156924966781, "total_loss": 1.204115516258753} {"data_time": 0.01199661599821411, "eta_seconds": 99958.95907968779, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.37826481944129003, "fast_rcnn/fg_cls_accuracy": 0.5578185328185328, "iteration": 93199, "loss_box_reg": 0.23204659088514745, "loss_cls": 0.2077194326557219, "loss_mask": 0.2674179505556822, "loss_rpn_cls": 0.05040452454704791, "loss_rpn_loc": 0.07605967577546835, "loss_sem_seg": 0.3572426685132086, "lr": 0.02, "mask_rcnn/accuracy": 0.8704199526208611, "mask_rcnn/false_negative": 0.09771150907068565, "mask_rcnn/false_positive": 0.152735498028093, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.5683848289991147, "total_loss": 1.2265812964760698} {"data_time": 0.01203320450076717, "eta_seconds": 99878.59993772974, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.38500227238297224, "fast_rcnn/fg_cls_accuracy": 0.5670841573280597, "iteration": 93219, "loss_box_reg": 0.23196015902794898, "loss_cls": 0.21267770580016077, "loss_mask": 0.2511552879586816, "loss_rpn_cls": 0.04459508918807842, "loss_rpn_loc": 0.08167963044252247, "loss_sem_seg": 0.3246335880830884, "lr": 0.02, "mask_rcnn/accuracy": 0.8982861685046689, "mask_rcnn/false_negative": 0.0912259839901928, "mask_rcnn/false_positive": 0.11906721538129876, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 236.25, "rpn/num_pos_anchors": 19.75, "time": 0.5544488560008176, "total_loss": 1.1432914787437767} {"data_time": 0.011869135498272954, "eta_seconds": 99867.30023923978, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.42965926690758904, "fast_rcnn/fg_cls_accuracy": 0.5090361445783133, "iteration": 93239, "loss_box_reg": 0.23347517848014832, "loss_cls": 0.23792317253537476, "loss_mask": 0.2593642706051469, "loss_rpn_cls": 0.04909192578634247, "loss_rpn_loc": 0.06930728984298185, "loss_sem_seg": 0.3627928923815489, "lr": 0.02, "mask_rcnn/accuracy": 0.8946947446439064, "mask_rcnn/false_negative": 0.10350160024448442, "mask_rcnn/false_positive": 0.11250578309698891, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.5580179964999843, "total_loss": 1.249025473545771} {"data_time": 0.012333123002463253, "eta_seconds": 99834.939199344, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.3875227879764277, "fast_rcnn/fg_cls_accuracy": 0.5860998579470722, "iteration": 93259, "loss_box_reg": 0.24824346881359816, "loss_cls": 0.2550148111768067, "loss_mask": 0.280597485601902, "loss_rpn_cls": 0.04736657615285367, "loss_rpn_loc": 0.08456205518450588, "loss_sem_seg": 0.3331878772005439, "lr": 0.02, "mask_rcnn/accuracy": 0.8775449465500487, "mask_rcnn/false_negative": 0.09198495555981737, "mask_rcnn/false_positive": 0.13612238739985433, "roi_head/num_bg_samples": 456.75, "roi_head/num_fg_samples": 55.25, "rpn/num_neg_anchors": 234.25, "rpn/num_pos_anchors": 21.75, "time": 0.5600477875013894, "total_loss": 1.216539118118817} {"data_time": 0.01390802749665454, "eta_seconds": 99844.70084225984, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.4041894680183009, "fast_rcnn/fg_cls_accuracy": 0.5261266511266511, "iteration": 93279, "loss_box_reg": 0.22760259523056448, "loss_cls": 0.24598173121921718, "loss_mask": 0.26115444488823414, "loss_rpn_cls": 0.04844450102245901, "loss_rpn_loc": 0.07991721772123128, "loss_sem_seg": 0.3969566016457975, "lr": 0.02, "mask_rcnn/accuracy": 0.8987455324084568, "mask_rcnn/false_negative": 0.09653890223654923, "mask_rcnn/false_positive": 0.13115081486362662, "roi_head/num_bg_samples": 458.25, "roi_head/num_fg_samples": 53.75, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5778518664992589, "total_loss": 1.3375230804085732} {"data_time": 0.013072975496470463, "eta_seconds": 99779.16347928268, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.402564649048025, "fast_rcnn/fg_cls_accuracy": 0.5739613526570049, "iteration": 93299, "loss_box_reg": 0.2433452531695366, "loss_cls": 0.23042322602123022, "loss_mask": 0.2687044939957559, "loss_rpn_cls": 0.04388352258683881, "loss_rpn_loc": 0.08495391553151421, "loss_sem_seg": 0.3211255557835102, "lr": 0.02, "mask_rcnn/accuracy": 0.8724967064946091, "mask_rcnn/false_negative": 0.09992331908862336, "mask_rcnn/false_positive": 0.1378152182243235, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5682564410017221, "total_loss": 1.1638664399215486} {"data_time": 0.013537628499761922, "eta_seconds": 99697.44487228211, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3122328388232336, "fast_rcnn/fg_cls_accuracy": 0.6378205128205128, "iteration": 93319, "loss_box_reg": 0.231851520948112, "loss_cls": 0.21390870329923928, "loss_mask": 0.257043388672173, "loss_rpn_cls": 0.04855412367032841, "loss_rpn_loc": 0.07253317028516904, "loss_sem_seg": 0.3143381057307124, "lr": 0.02, "mask_rcnn/accuracy": 0.9055634697677608, "mask_rcnn/false_negative": 0.07811063526658318, "mask_rcnn/false_positive": 0.1113575105582629, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5420553799958725, "total_loss": 1.1717879918433027} {"data_time": 0.012300903497816762, "eta_seconds": 99670.32975309403, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.37339316032015524, "fast_rcnn/fg_cls_accuracy": 0.5634920634920635, "iteration": 93339, "loss_box_reg": 0.23465520318131894, "loss_cls": 0.22433225950226188, "loss_mask": 0.27761927992105484, "loss_rpn_cls": 0.048756729054730386, "loss_rpn_loc": 0.0850332528934814, "loss_sem_seg": 0.3553964369930327, "lr": 0.02, "mask_rcnn/accuracy": 0.8883740421455939, "mask_rcnn/false_negative": 0.09830135479845989, "mask_rcnn/false_positive": 0.1411375374779001, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.561130760499509, "total_loss": 1.2184425399173051} {"data_time": 0.012290173501241952, "eta_seconds": 99609.17313717984, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.40838566004672894, "fast_rcnn/fg_cls_accuracy": 0.48235235633326706, "iteration": 93359, "loss_box_reg": 0.2247192431241274, "loss_cls": 0.2160061167087406, "loss_mask": 0.2730767345055938, "loss_rpn_cls": 0.0456263177911751, "loss_rpn_loc": 0.06106447509955615, "loss_sem_seg": 0.36738034058362246, "lr": 0.02, "mask_rcnn/accuracy": 0.8605369020077667, "mask_rcnn/false_negative": 0.10504356864666708, "mask_rcnn/false_positive": 0.15553490052122426, "roi_head/num_bg_samples": 456.5, "roi_head/num_fg_samples": 55.5, "rpn/num_neg_anchors": 238.75, "rpn/num_pos_anchors": 17.25, "time": 0.55391650299498, "total_loss": 1.17469732058089} {"data_time": 0.0114817675021186, "eta_seconds": 99603.72657281197, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.4208108964206525, "fast_rcnn/fg_cls_accuracy": 0.549753347427766, "iteration": 93379, "loss_box_reg": 0.22989829233847558, "loss_cls": 0.22312004724517465, "loss_mask": 0.2527430076152086, "loss_rpn_cls": 0.05445033317664638, "loss_rpn_loc": 0.06906390911899507, "loss_sem_seg": 0.3731479970738292, "lr": 0.02, "mask_rcnn/accuracy": 0.9010498057799609, "mask_rcnn/false_negative": 0.09364655522954082, "mask_rcnn/false_positive": 0.12740282672343756, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5705869675002759, "total_loss": 1.2468105127336457} {"data_time": 0.01290800750211929, "eta_seconds": 99642.14249042668, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.31174838112858466, "fast_rcnn/fg_cls_accuracy": 0.6470484615986847, "iteration": 93399, "loss_box_reg": 0.23284361511468887, "loss_cls": 0.22300643706694245, "loss_mask": 0.28400692250579596, "loss_rpn_cls": 0.05526304812519811, "loss_rpn_loc": 0.08109373273327947, "loss_sem_seg": 0.3411159343086183, "lr": 0.02, "mask_rcnn/accuracy": 0.8714037855603642, "mask_rcnn/false_negative": 0.10131746245528656, "mask_rcnn/false_positive": 0.1335034747797357, "roi_head/num_bg_samples": 458.0, "roi_head/num_fg_samples": 54.0, "rpn/num_neg_anchors": 237.75, "rpn/num_pos_anchors": 18.25, "time": 0.5622136029996909, "total_loss": 1.22485373156087} {"data_time": 0.012258595997991506, "eta_seconds": 99649.283751112, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.36480953425458795, "fast_rcnn/fg_cls_accuracy": 0.6073885889700434, "iteration": 93419, "loss_box_reg": 0.253264837898314, "loss_cls": 0.23672900069504976, "loss_mask": 0.2696149330586195, "loss_rpn_cls": 0.04359320938237943, "loss_rpn_loc": 0.07457601366331801, "loss_sem_seg": 0.3277064044959843, "lr": 0.02, "mask_rcnn/accuracy": 0.8828578379840177, "mask_rcnn/false_negative": 0.10644009782055504, "mask_rcnn/false_positive": 0.1101352023014172, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5636517325001478, "total_loss": 1.2341773586231284} {"data_time": 0.013206273502873955, "eta_seconds": 99637.99722722199, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.32553070121827, "fast_rcnn/fg_cls_accuracy": 0.6172547846889953, "iteration": 93439, "loss_box_reg": 0.24650394218042493, "loss_cls": 0.23375297943130136, "loss_mask": 0.26950821187347174, "loss_rpn_cls": 0.044521666153741535, "loss_rpn_loc": 0.08056838714401238, "loss_sem_seg": 0.34490439016371965, "lr": 0.02, "mask_rcnn/accuracy": 0.8915773995779116, "mask_rcnn/false_negative": 0.08958242347354312, "mask_rcnn/false_positive": 0.10924411810654233, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.560497246497107, "total_loss": 1.2084186810534447} {"data_time": 0.012076840001100209, "eta_seconds": 99630.49106399673, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.42091972355130247, "fast_rcnn/fg_cls_accuracy": 0.5274752974389998, "iteration": 93459, "loss_box_reg": 0.25998152792453766, "loss_cls": 0.22786632599309087, "loss_mask": 0.2621796978637576, "loss_rpn_cls": 0.04311438027070835, "loss_rpn_loc": 0.08009194361511618, "loss_sem_seg": 0.3301399089396, "lr": 0.02, "mask_rcnn/accuracy": 0.8816043206180948, "mask_rcnn/false_negative": 0.09463320682184262, "mask_rcnn/false_positive": 0.11880842487627691, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5806790279966663, "total_loss": 1.1996768301032716} {"data_time": 0.012352441503026057, "eta_seconds": 99607.16017172254, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.3315972222222222, "fast_rcnn/fg_cls_accuracy": 0.6420160150730099, "iteration": 93479, "loss_box_reg": 0.22950024087913334, "loss_cls": 0.21934663760475814, "loss_mask": 0.2533718622289598, "loss_rpn_cls": 0.04747126714210026, "loss_rpn_loc": 0.08866963407490402, "loss_sem_seg": 0.3185735405422747, "lr": 0.02, "mask_rcnn/accuracy": 0.8943599211456355, "mask_rcnn/false_negative": 0.09202436293543526, "mask_rcnn/false_positive": 0.11314777134151321, "roi_head/num_bg_samples": 457.75, "roi_head/num_fg_samples": 54.25, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5510874060018978, "total_loss": 1.1809426281834021} {"data_time": 0.012756241500028409, "eta_seconds": 99607.91715967671, "fast_rcnn/cls_accuracy": 0.9140625, "fast_rcnn/false_negative": 0.39172528553059527, "fast_rcnn/fg_cls_accuracy": 0.5737874097007224, "iteration": 93499, "loss_box_reg": 0.23642506496980786, "loss_cls": 0.20713263866491616, "loss_mask": 0.2666100300848484, "loss_rpn_cls": 0.04745261505013332, "loss_rpn_loc": 0.07337122812168673, "loss_sem_seg": 0.3544836360961199, "lr": 0.02, "mask_rcnn/accuracy": 0.8859717919906058, "mask_rcnn/false_negative": 0.1031534962784324, "mask_rcnn/false_positive": 0.13489446091638457, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5701477745024022, "total_loss": 1.1772994833881967} {"data_time": 0.012707372497970937, "eta_seconds": 99533.44665661281, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3566017316017316, "fast_rcnn/fg_cls_accuracy": 0.6024154589371981, "iteration": 93519, "loss_box_reg": 0.21262936433777213, "loss_cls": 0.2099052231060341, "loss_mask": 0.2570866830646992, "loss_rpn_cls": 0.04064345604274422, "loss_rpn_loc": 0.07749552867608145, "loss_sem_seg": 0.3746644640341401, "lr": 0.02, "mask_rcnn/accuracy": 0.9024730092930029, "mask_rcnn/false_negative": 0.07182386991097159, "mask_rcnn/false_positive": 0.14356620995881908, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.5685836500051664, "total_loss": 1.2322643915831577} {"data_time": 0.013145629498467315, "eta_seconds": 99513.49610049186, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.37119266055045874, "fast_rcnn/fg_cls_accuracy": 0.62640625, "iteration": 93539, "loss_box_reg": 0.24261214584112167, "loss_cls": 0.24327709688805044, "loss_mask": 0.24399424996227026, "loss_rpn_cls": 0.04604048634064384, "loss_rpn_loc": 0.07385146152228117, "loss_sem_seg": 0.3501129588112235, "lr": 0.02, "mask_rcnn/accuracy": 0.8908482538814366, "mask_rcnn/false_negative": 0.079498576634029, "mask_rcnn/false_positive": 0.11165268340501056, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5623284825014707, "total_loss": 1.1674869400158059} {"data_time": 0.012751026501064189, "eta_seconds": 99512.45016362934, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.3963675213675214, "fast_rcnn/fg_cls_accuracy": 0.5613636363636363, "iteration": 93559, "loss_box_reg": 0.22557629144284874, "loss_cls": 0.24142801715061069, "loss_mask": 0.26092464569956064, "loss_rpn_cls": 0.04782227773102932, "loss_rpn_loc": 0.09147526667220518, "loss_sem_seg": 0.3790187146514654, "lr": 0.02, "mask_rcnn/accuracy": 0.8826085057310595, "mask_rcnn/false_negative": 0.08993961968176643, "mask_rcnn/false_positive": 0.12880415567347364, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.564557956000499, "total_loss": 1.2454034878028324} {"data_time": 0.013144015501893591, "eta_seconds": 99498.03783996696, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.399203431372549, "fast_rcnn/fg_cls_accuracy": 0.5909926470588236, "iteration": 93579, "loss_box_reg": 0.248601536732167, "loss_cls": 0.226453997194767, "loss_mask": 0.2655450254678726, "loss_rpn_cls": 0.05533124592329841, "loss_rpn_loc": 0.0850878122728318, "loss_sem_seg": 0.34729308309033513, "lr": 0.02, "mask_rcnn/accuracy": 0.8729782007142479, "mask_rcnn/false_negative": 0.10656056929719097, "mask_rcnn/false_positive": 0.15268598639633196, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.5671698080004717, "total_loss": 1.2695501512498595} {"data_time": 0.012585918000695528, "eta_seconds": 99489.89022570933, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.3320209973753281, "fast_rcnn/fg_cls_accuracy": 0.6427052221920535, "iteration": 93599, "loss_box_reg": 0.23338718549348414, "loss_cls": 0.2152198317926377, "loss_mask": 0.2600960014387965, "loss_rpn_cls": 0.0440027320291847, "loss_rpn_loc": 0.07420606579398736, "loss_sem_seg": 0.3332228879444301, "lr": 0.02, "mask_rcnn/accuracy": 0.8894918832724237, "mask_rcnn/false_negative": 0.1021104481561671, "mask_rcnn/false_positive": 0.11639405040964468, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5758156514966686, "total_loss": 1.167375365170301} {"data_time": 0.013575346496509155, "eta_seconds": 99468.3808643318, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3391798418972332, "fast_rcnn/fg_cls_accuracy": 0.6380528255528255, "iteration": 93619, "loss_box_reg": 0.24897082522511482, "loss_cls": 0.23518833797425032, "loss_mask": 0.26268895249813795, "loss_rpn_cls": 0.043912819295655936, "loss_rpn_loc": 0.0690583863761276, "loss_sem_seg": 0.3261079234071076, "lr": 0.02, "mask_rcnn/accuracy": 0.881433347641585, "mask_rcnn/false_negative": 0.11497780423558225, "mask_rcnn/false_positive": 0.12490044825195781, "roi_head/num_bg_samples": 431.75, "roi_head/num_fg_samples": 80.25, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5576941515028011, "total_loss": 1.200656498724129} {"data_time": 0.01312581399906776, "eta_seconds": 99464.19899838688, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.3445233628160458, "fast_rcnn/fg_cls_accuracy": 0.6229483049547476, "iteration": 93639, "loss_box_reg": 0.22825471125543118, "loss_cls": 0.20445220032706857, "loss_mask": 0.2690364411100745, "loss_rpn_cls": 0.047631397217628546, "loss_rpn_loc": 0.07522251608315855, "loss_sem_seg": 0.3542251465842128, "lr": 0.02, "mask_rcnn/accuracy": 0.8860926463657837, "mask_rcnn/false_negative": 0.09340520815680378, "mask_rcnn/false_positive": 0.10524826037288135, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5656145389984886, "total_loss": 1.1957631194381975} {"data_time": 0.012060600998665905, "eta_seconds": 99452.91938452686, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.4046602470930233, "fast_rcnn/fg_cls_accuracy": 0.5491577043875511, "iteration": 93659, "loss_box_reg": 0.2279245345853269, "loss_cls": 0.21372119151055813, "loss_mask": 0.255798501893878, "loss_rpn_cls": 0.04270340217044577, "loss_rpn_loc": 0.08961014810483903, "loss_sem_seg": 0.36898242868483067, "lr": 0.02, "mask_rcnn/accuracy": 0.8831645808422117, "mask_rcnn/false_negative": 0.09417303599769969, "mask_rcnn/false_positive": 0.1346424793425019, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5639138789993012, "total_loss": 1.2065271628671326} {"data_time": 0.012673739998717792, "eta_seconds": 99424.68201042069, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.36033824331696673, "fast_rcnn/fg_cls_accuracy": 0.5741437467566165, "iteration": 93679, "loss_box_reg": 0.21318630885798484, "loss_cls": 0.21363945968914777, "loss_mask": 0.2513184752315283, "loss_rpn_cls": 0.04820741278672358, "loss_rpn_loc": 0.07079411191807594, "loss_sem_seg": 0.3383057820610702, "lr": 0.02, "mask_rcnn/accuracy": 0.8830069738535762, "mask_rcnn/false_negative": 0.09465322053363247, "mask_rcnn/false_positive": 0.11874283770682159, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5547108089958783, "total_loss": 1.158420603373088} {"data_time": 0.013362485999095952, "eta_seconds": 99383.21876787207, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.4053996268076504, "fast_rcnn/fg_cls_accuracy": 0.5633145797404653, "iteration": 93699, "loss_box_reg": 0.22861970914527774, "loss_cls": 0.20992133393883705, "loss_mask": 0.26250170450657606, "loss_rpn_cls": 0.04725401452742517, "loss_rpn_loc": 0.07819264166755602, "loss_sem_seg": 0.34721135650761425, "lr": 0.02, "mask_rcnn/accuracy": 0.8774683116334091, "mask_rcnn/false_negative": 0.09742344732224857, "mask_rcnn/false_positive": 0.1403681023293204, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 207.5, "rpn/num_pos_anchors": 48.5, "time": 0.5637928934993397, "total_loss": 1.1948671320278663} {"data_time": 0.013267560501844855, "eta_seconds": 99422.21041194929, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.32639240506329115, "fast_rcnn/fg_cls_accuracy": 0.6514556962025317, "iteration": 93719, "loss_box_reg": 0.23962166719138622, "loss_cls": 0.20982745080254972, "loss_mask": 0.2646463382989168, "loss_rpn_cls": 0.04071116115665063, "loss_rpn_loc": 0.06550611322745681, "loss_sem_seg": 0.3026361227966845, "lr": 0.02, "mask_rcnn/accuracy": 0.8921024322427383, "mask_rcnn/false_negative": 0.09500703161264704, "mask_rcnn/false_positive": 0.12946207654926362, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5756798340007663, "total_loss": 1.107103193513467} {"data_time": 0.012684292505582562, "eta_seconds": 99407.80092908676, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.28664844817489754, "fast_rcnn/fg_cls_accuracy": 0.6453196674311927, "iteration": 93739, "loss_box_reg": 0.23936563218012452, "loss_cls": 0.24701687088236213, "loss_mask": 0.2671852633357048, "loss_rpn_cls": 0.047063624690053985, "loss_rpn_loc": 0.07069189695175737, "loss_sem_seg": 0.3446519263088703, "lr": 0.02, "mask_rcnn/accuracy": 0.9083540391275324, "mask_rcnn/false_negative": 0.08789048531649321, "mask_rcnn/false_positive": 0.10426126624298152, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5655629704997409, "total_loss": 1.2124750520742964} {"data_time": 0.012397497997881146, "eta_seconds": 99396.52131522674, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.33711755233494367, "fast_rcnn/fg_cls_accuracy": 0.6138590203106332, "iteration": 93759, "loss_box_reg": 0.2427008617669344, "loss_cls": 0.21175666037015617, "loss_mask": 0.2612515902146697, "loss_rpn_cls": 0.0511390880565159, "loss_rpn_loc": 0.08045875327661633, "loss_sem_seg": 0.30433340836316347, "lr": 0.02, "mask_rcnn/accuracy": 0.8831193008376443, "mask_rcnn/false_negative": 0.10807605803708778, "mask_rcnn/false_positive": 0.12695517346530294, "roi_head/num_bg_samples": 456.5, "roi_head/num_fg_samples": 55.5, "rpn/num_neg_anchors": 235.75, "rpn/num_pos_anchors": 20.25, "time": 0.5646845634983038, "total_loss": 1.1507001093705185} {"data_time": 0.013084503498248523, "eta_seconds": 99427.7381883765, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.27787338339591156, "fast_rcnn/fg_cls_accuracy": 0.5898799781778505, "iteration": 93779, "loss_box_reg": 0.22358655976131558, "loss_cls": 0.2195192943327129, "loss_mask": 0.25998130068182945, "loss_rpn_cls": 0.043999457760946825, "loss_rpn_loc": 0.06709829723695293, "loss_sem_seg": 0.32079525338485837, "lr": 0.02, "mask_rcnn/accuracy": 0.9110064395191275, "mask_rcnn/false_negative": 0.07328723334685419, "mask_rcnn/false_positive": 0.0997272607195309, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5616810675019224, "total_loss": 1.1661043266067281} {"data_time": 0.012764638002408901, "eta_seconds": 99373.96208750669, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.37945586571105244, "fast_rcnn/fg_cls_accuracy": 0.5550484094052559, "iteration": 93799, "loss_box_reg": 0.22712087887339294, "loss_cls": 0.2151582760270685, "loss_mask": 0.2631732979789376, "loss_rpn_cls": 0.04270036434172653, "loss_rpn_loc": 0.06470304849790409, "loss_sem_seg": 0.3291324961464852, "lr": 0.02, "mask_rcnn/accuracy": 0.8838436220033432, "mask_rcnn/false_negative": 0.10349642963704761, "mask_rcnn/false_positive": 0.10255056673184118, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5695727314996475, "total_loss": 1.1547343421625555} {"data_time": 0.012411688501742901, "eta_seconds": 99345.73817797044, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3795377796538624, "fast_rcnn/fg_cls_accuracy": 0.5931677018633541, "iteration": 93819, "loss_box_reg": 0.22015158203430474, "loss_cls": 0.20870710676535964, "loss_mask": 0.25016566598787904, "loss_rpn_cls": 0.049326006963383406, "loss_rpn_loc": 0.07480438341735862, "loss_sem_seg": 0.3352050115354359, "lr": 0.02, "mask_rcnn/accuracy": 0.8723857566231682, "mask_rcnn/false_negative": 0.10544241894207787, "mask_rcnn/false_positive": 0.14490737111606053, "roi_head/num_bg_samples": 428.5, "roi_head/num_fg_samples": 83.5, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5549641930010694, "total_loss": 1.164116408850532} {"data_time": 0.013099166499159764, "eta_seconds": 99255.89505956658, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.2860362312559591, "fast_rcnn/fg_cls_accuracy": 0.6675864787621957, "iteration": 93839, "loss_box_reg": 0.23948640609160066, "loss_cls": 0.2138886945322156, "loss_mask": 0.2582842819392681, "loss_rpn_cls": 0.05131419701501727, "loss_rpn_loc": 0.08033607076504268, "loss_sem_seg": 0.3547326708212495, "lr": 0.02, "mask_rcnn/accuracy": 0.8810341100726005, "mask_rcnn/false_negative": 0.11244713487664668, "mask_rcnn/false_positive": 0.11668788954904308, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5565855975000886, "total_loss": 1.220575841201935} {"data_time": 0.01177462700070464, "eta_seconds": 99235.51953510291, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.4004515599343186, "fast_rcnn/fg_cls_accuracy": 0.5762170790103751, "iteration": 93859, "loss_box_reg": 0.23835196997970343, "loss_cls": 0.2145762275904417, "loss_mask": 0.2620512484572828, "loss_rpn_cls": 0.044378852006047964, "loss_rpn_loc": 0.07908907796081621, "loss_sem_seg": 0.3722077673301101, "lr": 0.02, "mask_rcnn/accuracy": 0.8794089510804322, "mask_rcnn/false_negative": 0.10786223601240756, "mask_rcnn/false_positive": 0.1331411399065605, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.557934253498388, "total_loss": 1.242648401093902} {"data_time": 0.012523024499387247, "eta_seconds": 99129.44260568559, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.3119851935838863, "fast_rcnn/fg_cls_accuracy": 0.6483983983983984, "iteration": 93879, "loss_box_reg": 0.23412546468898654, "loss_cls": 0.20526603143662214, "loss_mask": 0.2565557206980884, "loss_rpn_cls": 0.048021640759543516, "loss_rpn_loc": 0.07247672480298206, "loss_sem_seg": 0.31764425290748477, "lr": 0.02, "mask_rcnn/accuracy": 0.8939000600240097, "mask_rcnn/false_negative": 0.10968653153956552, "mask_rcnn/false_positive": 0.12344603594260617, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5493772044974321, "total_loss": 1.1263504027301678} {"data_time": 0.01226521450371365, "eta_seconds": 99101.16802726503, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.2761863675582399, "fast_rcnn/fg_cls_accuracy": 0.6881967905405406, "iteration": 93899, "loss_box_reg": 0.22977582458406687, "loss_cls": 0.20044984319247305, "loss_mask": 0.2600478483363986, "loss_rpn_cls": 0.052363184207933955, "loss_rpn_loc": 0.0736451624543406, "loss_sem_seg": 0.3194701662287116, "lr": 0.02, "mask_rcnn/accuracy": 0.9011882384532761, "mask_rcnn/false_negative": 0.07778909305477624, "mask_rcnn/false_positive": 0.1093056212150817, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5634781280023162, "total_loss": 1.1679077452918136} {"data_time": 0.012776799499988556, "eta_seconds": 99127.09442998297, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.31108961960025794, "fast_rcnn/fg_cls_accuracy": 0.6464838353136225, "iteration": 93919, "loss_box_reg": 0.2285740184597671, "loss_cls": 0.21949753491207957, "loss_mask": 0.26660073827952147, "loss_rpn_cls": 0.04161176383786369, "loss_rpn_loc": 0.08209271158557385, "loss_sem_seg": 0.35356114339083433, "lr": 0.02, "mask_rcnn/accuracy": 0.8947089876748794, "mask_rcnn/false_negative": 0.096008042931399, "mask_rcnn/false_positive": 0.11641325469177938, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5608276849998219, "total_loss": 1.205566189106321} {"data_time": 0.012174318497272907, "eta_seconds": 99199.55120646654, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.38137755102040816, "fast_rcnn/fg_cls_accuracy": 0.5939271995610024, "iteration": 93939, "loss_box_reg": 0.23339558544103056, "loss_cls": 0.23401030246168375, "loss_mask": 0.2550115748308599, "loss_rpn_cls": 0.04743220865202602, "loss_rpn_loc": 0.0704967871424742, "loss_sem_seg": 0.34228242188692093, "lr": 0.02, "mask_rcnn/accuracy": 0.8845348329105429, "mask_rcnn/false_negative": 0.09206733356320507, "mask_rcnn/false_positive": 0.12365436146106973, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5682889794989023, "total_loss": 1.1943109537824057} {"data_time": 0.012230570999236079, "eta_seconds": 99196.64051091469, "fast_rcnn/cls_accuracy": 0.908203125, "fast_rcnn/false_negative": 0.3177743458657294, "fast_rcnn/fg_cls_accuracy": 0.6240546417092078, "iteration": 93959, "loss_box_reg": 0.24622601037845016, "loss_cls": 0.24454882403369993, "loss_mask": 0.25937253050506115, "loss_rpn_cls": 0.04607099881832255, "loss_rpn_loc": 0.08242997858906165, "loss_sem_seg": 0.35502509865909815, "lr": 0.02, "mask_rcnn/accuracy": 0.8803347473753752, "mask_rcnn/false_negative": 0.1054234877460889, "mask_rcnn/false_positive": 0.13104474002205185, "roi_head/num_bg_samples": 431.75, "roi_head/num_fg_samples": 80.25, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5800251234977623, "total_loss": 1.2206608948326902} {"data_time": 0.013582849998783786, "eta_seconds": 99195.84914489326, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.3231907894736842, "fast_rcnn/fg_cls_accuracy": 0.6237909226190477, "iteration": 93979, "loss_box_reg": 0.2445172374136746, "loss_cls": 0.22184000839479268, "loss_mask": 0.2624063305556774, "loss_rpn_cls": 0.04351372638484463, "loss_rpn_loc": 0.07550857943715528, "loss_sem_seg": 0.2822242989204824, "lr": 0.02, "mask_rcnn/accuracy": 0.9022512299969051, "mask_rcnn/false_negative": 0.06530815422173364, "mask_rcnn/false_positive": 0.11551332244533513, "roi_head/num_bg_samples": 458.5, "roi_head/num_fg_samples": 53.5, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5709795084949292, "total_loss": 1.1286314280587249} {"data_time": 0.013577488502050983, "eta_seconds": 99174.10107055456, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.3247126436781609, "fast_rcnn/fg_cls_accuracy": 0.6206410256410256, "iteration": 93999, "loss_box_reg": 0.2316165380179882, "loss_cls": 0.20584482932463288, "loss_mask": 0.24839728884398937, "loss_rpn_cls": 0.04844354704255238, "loss_rpn_loc": 0.08627972798421979, "loss_sem_seg": 0.32975601725047454, "lr": 0.02, "mask_rcnn/accuracy": 0.8808433033980554, "mask_rcnn/false_negative": 0.09770129303371708, "mask_rcnn/false_positive": 0.11864316590421002, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5719736544997431, "total_loss": 1.1426205050956924} {"data_time": 0.012075674003426684, "eta_seconds": 99207.89797178477, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.45222154595252584, "fast_rcnn/fg_cls_accuracy": 0.5264269770408163, "iteration": 94019, "loss_box_reg": 0.249100778484717, "loss_cls": 0.22778993844985962, "loss_mask": 0.2643406195566058, "loss_rpn_cls": 0.04427483674953692, "loss_rpn_loc": 0.0732372545171529, "loss_sem_seg": 0.3523895055986941, "lr": 0.02, "mask_rcnn/accuracy": 0.8811720622197743, "mask_rcnn/false_negative": 0.08959644281247373, "mask_rcnn/false_positive": 0.14263131640566146, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5712388820029446, "total_loss": 1.245670906471787} {"data_time": 0.013165438500436721, "eta_seconds": 99176.6050150729, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.3875718390804598, "fast_rcnn/fg_cls_accuracy": 0.5578388131515637, "iteration": 94039, "loss_box_reg": 0.23515394411515445, "loss_cls": 0.2105680862441659, "loss_mask": 0.2654352872632444, "loss_rpn_cls": 0.04494717298075557, "loss_rpn_loc": 0.0788022704073228, "loss_sem_seg": 0.3089000806212425, "lr": 0.02, "mask_rcnn/accuracy": 0.8834049292122796, "mask_rcnn/false_negative": 0.10757686694770446, "mask_rcnn/false_positive": 0.1401899857096076, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.563910107499396, "total_loss": 1.2107270431806683} {"data_time": 0.012702468502538977, "eta_seconds": 99185.34828790485, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.32380764682696095, "fast_rcnn/fg_cls_accuracy": 0.6210482155164664, "iteration": 94059, "loss_box_reg": 0.2395825581625104, "loss_cls": 0.23394328961148858, "loss_mask": 0.2646618001163006, "loss_rpn_cls": 0.04684898663253989, "loss_rpn_loc": 0.07827863225247711, "loss_sem_seg": 0.3201537998393178, "lr": 0.02, "mask_rcnn/accuracy": 0.8869215734763293, "mask_rcnn/false_negative": 0.09760254514327384, "mask_rcnn/false_positive": 0.11039162239098925, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.5719445549984812, "total_loss": 1.2084969423012808} {"data_time": 0.012900698999146698, "eta_seconds": 99139.49459109292, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.3843968531468531, "fast_rcnn/fg_cls_accuracy": 0.5741016670985575, "iteration": 94079, "loss_box_reg": 0.22613229416310787, "loss_cls": 0.2132301484234631, "loss_mask": 0.25057274755090475, "loss_rpn_cls": 0.03896244166753604, "loss_rpn_loc": 0.06822623254265636, "loss_sem_seg": 0.32186497934162617, "lr": 0.02, "mask_rcnn/accuracy": 0.8920569680402599, "mask_rcnn/false_negative": 0.0976501137344475, "mask_rcnn/false_positive": 0.11875714564401516, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5633224855046137, "total_loss": 1.0999339001718909} {"data_time": 0.012579977497807704, "eta_seconds": 99142.78731512289, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.337890625, "fast_rcnn/fg_cls_accuracy": 0.5505952380952381, "iteration": 94099, "loss_box_reg": 0.24067618371918797, "loss_cls": 0.23004612838849425, "loss_mask": 0.2588291894644499, "loss_rpn_cls": 0.03600375697715208, "loss_rpn_loc": 0.0720610493735876, "loss_sem_seg": 0.3341961291152984, "lr": 0.02, "mask_rcnn/accuracy": 0.8879479470359573, "mask_rcnn/false_negative": 0.09212462721692039, "mask_rcnn/false_positive": 0.1400064375224287, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5622592024992628, "total_loss": 1.1132052461471176} {"data_time": 0.012190408499009209, "eta_seconds": 99167.43290257425, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.33870967741935487, "fast_rcnn/fg_cls_accuracy": 0.6178691275167785, "iteration": 94119, "loss_box_reg": 0.24300449155271053, "loss_cls": 0.2221399184782058, "loss_mask": 0.2706676982343197, "loss_rpn_cls": 0.04666183068184182, "loss_rpn_loc": 0.08214781433343887, "loss_sem_seg": 0.3337250519543886, "lr": 0.02, "mask_rcnn/accuracy": 0.894536650453491, "mask_rcnn/false_negative": 0.08997241489498403, "mask_rcnn/false_positive": 0.11840496827928697, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5652098185018986, "total_loss": 1.1686851981503423} {"data_time": 0.012370561002171598, "eta_seconds": 99095.21302929413, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.434066419360537, "fast_rcnn/fg_cls_accuracy": 0.5139308060360692, "iteration": 94139, "loss_box_reg": 0.23050458496436477, "loss_cls": 0.22604453237727284, "loss_mask": 0.2678412003442645, "loss_rpn_cls": 0.05178322322899476, "loss_rpn_loc": 0.09057968808338046, "loss_sem_seg": 0.33955452777445316, "lr": 0.02, "mask_rcnn/accuracy": 0.8736284789530886, "mask_rcnn/false_negative": 0.09162504406091532, "mask_rcnn/false_positive": 0.1491446808332597, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5585156520028249, "total_loss": 1.2251595039306267} {"data_time": 0.01164523150146124, "eta_seconds": 99062.07510664203, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3337858220211162, "fast_rcnn/fg_cls_accuracy": 0.6282101625697007, "iteration": 94159, "loss_box_reg": 0.22545574186369777, "loss_cls": 0.21080624219030142, "loss_mask": 0.24150078743696213, "loss_rpn_cls": 0.050675114907789975, "loss_rpn_loc": 0.08070604968816042, "loss_sem_seg": 0.29332410637289286, "lr": 0.02, "mask_rcnn/accuracy": 0.9016676570885755, "mask_rcnn/false_negative": 0.07225266048352491, "mask_rcnn/false_positive": 0.12271398783178943, "roi_head/num_bg_samples": 431.75, "roi_head/num_fg_samples": 80.25, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5520957459993951, "total_loss": 1.1548232418717816} {"data_time": 0.012973870001587784, "eta_seconds": 98998.78780230123, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.2766459627329193, "fast_rcnn/fg_cls_accuracy": 0.6961111111111111, "iteration": 94179, "loss_box_reg": 0.22963593900203705, "loss_cls": 0.2065196535550058, "loss_mask": 0.24685671739280224, "loss_rpn_cls": 0.039646914359764196, "loss_rpn_loc": 0.0802532687666826, "loss_sem_seg": 0.3191835917532444, "lr": 0.02, "mask_rcnn/accuracy": 0.8982651186167885, "mask_rcnn/false_negative": 0.08457884778416318, "mask_rcnn/false_positive": 0.11694438645643596, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.564062922498124, "total_loss": 1.0941652774927206} {"data_time": 0.012464086499676341, "eta_seconds": 98934.29869030067, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.35300452686915884, "fast_rcnn/fg_cls_accuracy": 0.6001536885245902, "iteration": 94199, "loss_box_reg": 0.23372922046110034, "loss_cls": 0.2221510203089565, "loss_mask": 0.24630418606102467, "loss_rpn_cls": 0.040732604029471986, "loss_rpn_loc": 0.07396029058145359, "loss_sem_seg": 0.35675723711028695, "lr": 0.02, "mask_rcnn/accuracy": 0.8911651273896172, "mask_rcnn/false_negative": 0.09112809534697128, "mask_rcnn/false_positive": 0.1376371770804159, "roi_head/num_bg_samples": 433.0, "roi_head/num_fg_samples": 79.0, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5558443284971872, "total_loss": 1.1939710150036262} {"data_time": 0.012211042503622593, "eta_seconds": 99065.65991706593, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.413855421686747, "fast_rcnn/fg_cls_accuracy": 0.4604037267080745, "iteration": 94219, "loss_box_reg": 0.24801622238010168, "loss_cls": 0.24126287689432502, "loss_mask": 0.2689387798309326, "loss_rpn_cls": 0.050061082147294655, "loss_rpn_loc": 0.09058182564331219, "loss_sem_seg": 0.36590917548164725, "lr": 0.02, "mask_rcnn/accuracy": 0.8899995664451447, "mask_rcnn/false_negative": 0.11085924945335202, "mask_rcnn/false_positive": 0.11720082419136932, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5774210465024225, "total_loss": 1.2935273190378211} {"data_time": 0.01230298350128578, "eta_seconds": 99109.23175014874, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.3182720953326713, "fast_rcnn/fg_cls_accuracy": 0.625921375921376, "iteration": 94239, "loss_box_reg": 0.24080665549263358, "loss_cls": 0.23103084124159068, "loss_mask": 0.2621014742180705, "loss_rpn_cls": 0.04457765823462978, "loss_rpn_loc": 0.0810786722577177, "loss_sem_seg": 0.3124747381079942, "lr": 0.02, "mask_rcnn/accuracy": 0.8899826596546883, "mask_rcnn/false_negative": 0.08765350816346411, "mask_rcnn/false_positive": 0.13601914645710259, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.575888905001193, "total_loss": 1.2180891332682222} {"data_time": 0.012486904000979848, "eta_seconds": 99071.94593668653, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.32252623688155924, "fast_rcnn/fg_cls_accuracy": 0.6473548016101207, "iteration": 94259, "loss_box_reg": 0.21324344619642943, "loss_cls": 0.19963166443631053, "loss_mask": 0.2515981998294592, "loss_rpn_cls": 0.0363037881324999, "loss_rpn_loc": 0.05510679891449399, "loss_sem_seg": 0.3377518877387047, "lr": 0.02, "mask_rcnn/accuracy": 0.9074463661767835, "mask_rcnn/false_negative": 0.10321483792351341, "mask_rcnn/false_positive": 0.09701866048912879, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5552082205031184, "total_loss": 1.1026210675481707} {"data_time": 0.01281566599936923, "eta_seconds": 99007.23994881987, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.3759734951163891, "fast_rcnn/fg_cls_accuracy": 0.6146250161352782, "iteration": 94279, "loss_box_reg": 0.22571443300694227, "loss_cls": 0.21679471526294947, "loss_mask": 0.2601225106045604, "loss_rpn_cls": 0.03967734667821787, "loss_rpn_loc": 0.08106544939801097, "loss_sem_seg": 0.30376009130850434, "lr": 0.02, "mask_rcnn/accuracy": 0.8988975417357915, "mask_rcnn/false_negative": 0.10863080270613362, "mask_rcnn/false_positive": 0.09257083226151662, "roi_head/num_bg_samples": 459.5, "roi_head/num_fg_samples": 52.5, "rpn/num_neg_anchors": 239.25, "rpn/num_pos_anchors": 16.75, "time": 0.5720269019984698, "total_loss": 1.1524892403249396} {"data_time": 0.013201744000980398, "eta_seconds": 98961.67829233027, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.38882735705385574, "fast_rcnn/fg_cls_accuracy": 0.520906771799629, "iteration": 94299, "loss_box_reg": 0.23185128904879093, "loss_cls": 0.22375013725832105, "loss_mask": 0.2617352241650224, "loss_rpn_cls": 0.04514996850048192, "loss_rpn_loc": 0.07688072673045099, "loss_sem_seg": 0.3185566966421902, "lr": 0.02, "mask_rcnn/accuracy": 0.8927282481467032, "mask_rcnn/false_negative": 0.09589895325227808, "mask_rcnn/false_positive": 0.11269965168699612, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5553544270005659, "total_loss": 1.1713910082762595} {"data_time": 0.01231308349815663, "eta_seconds": 99064.1208407888, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.37339971550497864, "fast_rcnn/fg_cls_accuracy": 0.5670182377499451, "iteration": 94319, "loss_box_reg": 0.23359050042927265, "loss_cls": 0.21920793503522873, "loss_mask": 0.2606735397130251, "loss_rpn_cls": 0.042528665508143604, "loss_rpn_loc": 0.0774206452188082, "loss_sem_seg": 0.32722075073979795, "lr": 0.02, "mask_rcnn/accuracy": 0.9052608713331165, "mask_rcnn/false_negative": 0.08650202906890195, "mask_rcnn/false_positive": 0.10308751068277766, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.567932097499579, "total_loss": 1.1631589788885321} {"data_time": 0.012489568998717004, "eta_seconds": 99077.55343439933, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.43709601598307674, "fast_rcnn/fg_cls_accuracy": 0.5081211821616468, "iteration": 94339, "loss_box_reg": 0.2533402796834707, "loss_cls": 0.2318429658189416, "loss_mask": 0.26955401338636875, "loss_rpn_cls": 0.0508623486966826, "loss_rpn_loc": 0.08189637900795788, "loss_sem_seg": 0.32629060046747327, "lr": 0.02, "mask_rcnn/accuracy": 0.8625886606911367, "mask_rcnn/false_negative": 0.10690552706810197, "mask_rcnn/false_positive": 0.17699231276959398, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.5674529770003574, "total_loss": 1.2099723200080916} {"data_time": 0.01308137149680988, "eta_seconds": 99086.40345951277, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3589473684210526, "fast_rcnn/fg_cls_accuracy": 0.6073024054982818, "iteration": 94359, "loss_box_reg": 0.23283669934608042, "loss_cls": 0.2298933630809188, "loss_mask": 0.2726203026250005, "loss_rpn_cls": 0.049118358292616904, "loss_rpn_loc": 0.07769168308004737, "loss_sem_seg": 0.34632759541273117, "lr": 0.02, "mask_rcnn/accuracy": 0.8783754996844098, "mask_rcnn/false_negative": 0.08298087128919832, "mask_rcnn/false_positive": 0.14574022448100987, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5618513575027464, "total_loss": 1.2575460518710315} {"data_time": 0.012399725001159823, "eta_seconds": 99046.99922627155, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.4105263157894737, "fast_rcnn/fg_cls_accuracy": 0.528169014084507, "iteration": 94379, "loss_box_reg": 0.22745929355733097, "loss_cls": 0.21673635998740792, "loss_mask": 0.26030056830495596, "loss_rpn_cls": 0.054990053351502866, "loss_rpn_loc": 0.08619483979418874, "loss_sem_seg": 0.3629141063429415, "lr": 0.02, "mask_rcnn/accuracy": 0.9008792402739372, "mask_rcnn/false_negative": 0.08116538652164901, "mask_rcnn/false_positive": 0.1193794463519698, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5567956640006742, "total_loss": 1.2068884127947967} {"data_time": 0.013933438000094611, "eta_seconds": 99063.83779353285, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.4206473915776241, "fast_rcnn/fg_cls_accuracy": 0.541044776119403, "iteration": 94399, "loss_box_reg": 0.24398823315277696, "loss_cls": 0.2159446249715984, "loss_mask": 0.27084640599787235, "loss_rpn_cls": 0.04620878759305924, "loss_rpn_loc": 0.07764663151465356, "loss_sem_seg": 0.3243074328638613, "lr": 0.02, "mask_rcnn/accuracy": 0.8830204366930534, "mask_rcnn/false_negative": 0.10933498777821085, "mask_rcnn/false_positive": 0.1306905730315704, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5770376229993417, "total_loss": 1.2250551225733943} {"data_time": 0.01303143650147831, "eta_seconds": 99066.98297789792, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.30466830466830463, "fast_rcnn/fg_cls_accuracy": 0.5807450457317074, "iteration": 94419, "loss_box_reg": 0.25752628734335303, "loss_cls": 0.23821079917252064, "loss_mask": 0.27520081400871277, "loss_rpn_cls": 0.048100111132953316, "loss_rpn_loc": 0.0759514223318547, "loss_sem_seg": 0.3541475348174572, "lr": 0.02, "mask_rcnn/accuracy": 0.8890167322263187, "mask_rcnn/false_negative": 0.10566028720923151, "mask_rcnn/false_positive": 0.12839649133248418, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5657073660004244, "total_loss": 1.2741947697359137} {"data_time": 0.013289802500366932, "eta_seconds": 99080.02388310528, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.3389663918833228, "fast_rcnn/fg_cls_accuracy": 0.6236750279807756, "iteration": 94439, "loss_box_reg": 0.26194293797016144, "loss_cls": 0.24101851414889097, "loss_mask": 0.2601477913558483, "loss_rpn_cls": 0.04425981972599402, "loss_rpn_loc": 0.07569462961691897, "loss_sem_seg": 0.3390427124686539, "lr": 0.02, "mask_rcnn/accuracy": 0.8838449425612462, "mask_rcnn/false_negative": 0.09980435827772519, "mask_rcnn/false_positive": 0.132420984930731, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.567118692000804, "total_loss": 1.239847131408169} {"data_time": 0.011728493500413606, "eta_seconds": 99068.73663549527, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.344016136261766, "fast_rcnn/fg_cls_accuracy": 0.6228574853170323, "iteration": 94459, "loss_box_reg": 0.23489355482161045, "loss_cls": 0.21973638469353318, "loss_mask": 0.2588235130533576, "loss_rpn_cls": 0.051694587513338774, "loss_rpn_loc": 0.08341634488897398, "loss_sem_seg": 0.36895124381408095, "lr": 0.02, "mask_rcnn/accuracy": 0.8981580617321555, "mask_rcnn/false_negative": 0.08820164174627816, "mask_rcnn/false_positive": 0.11902478997152122, "roi_head/num_bg_samples": 462.0, "roi_head/num_fg_samples": 50.0, "rpn/num_neg_anchors": 242.5, "rpn/num_pos_anchors": 13.5, "time": 0.5700612930013449, "total_loss": 1.232946012460161} {"data_time": 0.012932704503327841, "eta_seconds": 99093.32798608117, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.4047227443609023, "fast_rcnn/fg_cls_accuracy": 0.5212663675487592, "iteration": 94479, "loss_box_reg": 0.2397430136334151, "loss_cls": 0.23854292975738645, "loss_mask": 0.2692805719561875, "loss_rpn_cls": 0.04347133432747796, "loss_rpn_loc": 0.07775421818951145, "loss_sem_seg": 0.3478068996919319, "lr": 0.02, "mask_rcnn/accuracy": 0.8920385450912888, "mask_rcnn/false_negative": 0.09260589158988146, "mask_rcnn/false_positive": 0.11699667935518182, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.5659324574990023, "total_loss": 1.2119618559081573} {"data_time": 0.01233092849724926, "eta_seconds": 99069.19998106553, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.39231806516159906, "fast_rcnn/fg_cls_accuracy": 0.541588492808005, "iteration": 94499, "loss_box_reg": 0.22992362035438418, "loss_cls": 0.2226279559545219, "loss_mask": 0.26575608830899, "loss_rpn_cls": 0.041979565925430506, "loss_rpn_loc": 0.0768944535520859, "loss_sem_seg": 0.36197084467858076, "lr": 0.02, "mask_rcnn/accuracy": 0.8751989612815134, "mask_rcnn/false_negative": 0.11115710044810473, "mask_rcnn/false_positive": 0.14308438860624953, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5645011750020785, "total_loss": 1.2089992882683873} {"data_time": 0.012129172002460109, "eta_seconds": 99034.87489266522, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.3320914731622727, "fast_rcnn/fg_cls_accuracy": 0.6518215468536918, "iteration": 94519, "loss_box_reg": 0.24443867104128003, "loss_cls": 0.21487193903885782, "loss_mask": 0.2668485278263688, "loss_rpn_cls": 0.048916033760178834, "loss_rpn_loc": 0.07975899602752179, "loss_sem_seg": 0.3358002118766308, "lr": 0.02, "mask_rcnn/accuracy": 0.884213184151746, "mask_rcnn/false_negative": 0.10238368439519849, "mask_rcnn/false_positive": 0.12376405647344912, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5579171540048264, "total_loss": 1.2396722576522734} {"data_time": 0.012131300998589722, "eta_seconds": 99002.2916802188, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.32383241758241754, "fast_rcnn/fg_cls_accuracy": 0.6255841121495327, "iteration": 94539, "loss_box_reg": 0.22331632068380713, "loss_cls": 0.20352667395491153, "loss_mask": 0.2580882590264082, "loss_rpn_cls": 0.04286587401293218, "loss_rpn_loc": 0.08465927420184016, "loss_sem_seg": 0.3548781331628561, "lr": 0.02, "mask_rcnn/accuracy": 0.8942191092986491, "mask_rcnn/false_negative": 0.09510545211027989, "mask_rcnn/false_positive": 0.13285312366000673, "roi_head/num_bg_samples": 428.0, "roi_head/num_fg_samples": 84.0, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.5572441615004209, "total_loss": 1.1364257920649834} {"data_time": 0.012016134500299813, "eta_seconds": 98987.9916427483, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.38798115477145145, "fast_rcnn/fg_cls_accuracy": 0.5567222222222222, "iteration": 94559, "loss_box_reg": 0.23459294997155666, "loss_cls": 0.22403836902230978, "loss_mask": 0.2816505506634712, "loss_rpn_cls": 0.04121524846414104, "loss_rpn_loc": 0.07021509308833629, "loss_sem_seg": 0.32364315539598465, "lr": 0.02, "mask_rcnn/accuracy": 0.8707394168331668, "mask_rcnn/false_negative": 0.09989962483348573, "mask_rcnn/false_positive": 0.15995168020305278, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5489095494995127, "total_loss": 1.1882030503475107} {"data_time": 0.011975355999311432, "eta_seconds": 98976.70716629835, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.2535644270183568, "fast_rcnn/fg_cls_accuracy": 0.6341736694677871, "iteration": 94579, "loss_box_reg": 0.24296290567144752, "loss_cls": 0.2096174107864499, "loss_mask": 0.25995091907680035, "loss_rpn_cls": 0.04105176747543737, "loss_rpn_loc": 0.0764684920432046, "loss_sem_seg": 0.3475496508181095, "lr": 0.02, "mask_rcnn/accuracy": 0.9012001943634597, "mask_rcnn/false_negative": 0.08145466076662658, "mask_rcnn/false_positive": 0.11262903539371275, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 235.5, "rpn/num_pos_anchors": 20.5, "time": 0.5612315899998066, "total_loss": 1.1925586981378729} {"data_time": 0.01235974000155693, "eta_seconds": 98965.4226898484, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.31363713944359106, "fast_rcnn/fg_cls_accuracy": 0.647462189182261, "iteration": 94599, "loss_box_reg": 0.2570334484335035, "loss_cls": 0.23379512131214142, "loss_mask": 0.25556995905935764, "loss_rpn_cls": 0.04340957762906328, "loss_rpn_loc": 0.07480909733567387, "loss_sem_seg": 0.3180097616277635, "lr": 0.02, "mask_rcnn/accuracy": 0.895793847124189, "mask_rcnn/false_negative": 0.09093479082667087, "mask_rcnn/false_positive": 0.12321428984643368, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5802532645029714, "total_loss": 1.1692870641709305} {"data_time": 0.012679441999353003, "eta_seconds": 98978.43865461514, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.29654937349866906, "fast_rcnn/fg_cls_accuracy": 0.6723744292237444, "iteration": 94619, "loss_box_reg": 0.22835921263322234, "loss_cls": 0.2198552950285375, "loss_mask": 0.2571320254355669, "loss_rpn_cls": 0.04853783349972218, "loss_rpn_loc": 0.07925744738895446, "loss_sem_seg": 0.32223064079880714, "lr": 0.02, "mask_rcnn/accuracy": 0.9005751461246467, "mask_rcnn/false_negative": 0.09683601199941735, "mask_rcnn/false_positive": 0.09137209997825674, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5844388884943328, "total_loss": 1.1672102660522796} {"data_time": 0.01230742549887509, "eta_seconds": 98945.86757931876, "fast_rcnn/cls_accuracy": 0.89501953125, "fast_rcnn/false_negative": 0.37136176731435944, "fast_rcnn/fg_cls_accuracy": 0.5471184099455145, "iteration": 94639, "loss_box_reg": 0.23617708077654243, "loss_cls": 0.20709982607513666, "loss_mask": 0.25169930048286915, "loss_rpn_cls": 0.040598590800073, "loss_rpn_loc": 0.0678445603698492, "loss_sem_seg": 0.32260348787531257, "lr": 0.02, "mask_rcnn/accuracy": 0.8820463596048884, "mask_rcnn/false_negative": 0.10741488137279527, "mask_rcnn/false_positive": 0.13841249274645512, "roi_head/num_bg_samples": 428.25, "roi_head/num_fg_samples": 83.75, "rpn/num_neg_anchors": 207.25, "rpn/num_pos_anchors": 48.75, "time": 0.5655299075006042, "total_loss": 1.1329767815186642} {"data_time": 0.01273408849738189, "eta_seconds": 98934.58275913875, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.34252306372023167, "fast_rcnn/fg_cls_accuracy": 0.6111922852133256, "iteration": 94659, "loss_box_reg": 0.22478045138996094, "loss_cls": 0.21752317855134606, "loss_mask": 0.2553065689280629, "loss_rpn_cls": 0.04490304681530688, "loss_rpn_loc": 0.07264845859026536, "loss_sem_seg": 0.3459500565659255, "lr": 0.02, "mask_rcnn/accuracy": 0.8937081130970383, "mask_rcnn/false_negative": 0.08110466521847222, "mask_rcnn/false_positive": 0.1319669260700389, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.565334750997863, "total_loss": 1.174308110945276} {"data_time": 0.012821400498069124, "eta_seconds": 98922.18166991798, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.398720397249809, "fast_rcnn/fg_cls_accuracy": 0.5576044024319886, "iteration": 94679, "loss_box_reg": 0.24464513082057238, "loss_cls": 0.2141252956353128, "loss_mask": 0.26123002264648676, "loss_rpn_cls": 0.04339901902130805, "loss_rpn_loc": 0.08457667008042336, "loss_sem_seg": 0.31627222895622253, "lr": 0.02, "mask_rcnn/accuracy": 0.8859241374445628, "mask_rcnn/false_negative": 0.10034008033059161, "mask_rcnn/false_positive": 0.12373237383528146, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5575992134981789, "total_loss": 1.1729965090053156} {"data_time": 0.01256304499838734, "eta_seconds": 98912.01311877873, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.31680911680911683, "fast_rcnn/fg_cls_accuracy": 0.5874328678839957, "iteration": 94699, "loss_box_reg": 0.2237008512020111, "loss_cls": 0.2114773786161095, "loss_mask": 0.2643255963921547, "loss_rpn_cls": 0.03914652729872614, "loss_rpn_loc": 0.07232114931684919, "loss_sem_seg": 0.2787286429665983, "lr": 0.02, "mask_rcnn/accuracy": 0.8736800638622797, "mask_rcnn/false_negative": 0.08720916219517516, "mask_rcnn/false_positive": 0.13922505580709868, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5666671170001791, "total_loss": 1.1476669819676317} {"data_time": 0.011910596997040557, "eta_seconds": 98930.84595619375, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3117897727272727, "fast_rcnn/fg_cls_accuracy": 0.6605766710353866, "iteration": 94719, "loss_box_reg": 0.2644352847710252, "loss_cls": 0.24045575596392155, "loss_mask": 0.271236399654299, "loss_rpn_cls": 0.04761475324630737, "loss_rpn_loc": 0.08523726323619485, "loss_sem_seg": 0.3203288213117048, "lr": 0.02, "mask_rcnn/accuracy": 0.8892823366836309, "mask_rcnn/false_negative": 0.085184036357737, "mask_rcnn/false_positive": 0.0977832192238465, "roi_head/num_bg_samples": 433.0, "roi_head/num_fg_samples": 79.0, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5773127204956836, "total_loss": 1.2433365758770378} {"data_time": 0.01245226749961148, "eta_seconds": 98919.55769951377, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.39113794191919193, "fast_rcnn/fg_cls_accuracy": 0.539453125, "iteration": 94739, "loss_box_reg": 0.2414763057604432, "loss_cls": 0.21344310359563679, "loss_mask": 0.25548400171101093, "loss_rpn_cls": 0.04762416414450854, "loss_rpn_loc": 0.08944347832584754, "loss_sem_seg": 0.3813865080010146, "lr": 0.02, "mask_rcnn/accuracy": 0.8808969239869862, "mask_rcnn/false_negative": 0.10507453941743491, "mask_rcnn/false_positive": 0.12256317654026065, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5711477000040759, "total_loss": 1.2234854493726743} {"data_time": 0.012173079998319736, "eta_seconds": 98922.43163219528, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.4269253642581029, "fast_rcnn/fg_cls_accuracy": 0.4878048780487805, "iteration": 94759, "loss_box_reg": 0.24443623377010226, "loss_cls": 0.2298161368817091, "loss_mask": 0.26829554699361324, "loss_rpn_cls": 0.04485198389738798, "loss_rpn_loc": 0.07127106538973749, "loss_sem_seg": 0.3075626324862242, "lr": 0.02, "mask_rcnn/accuracy": 0.8927883219561246, "mask_rcnn/false_negative": 0.09265024898724893, "mask_rcnn/false_positive": 0.11777164851963651, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5674156265013153, "total_loss": 1.1843134768132586} {"data_time": 0.012966407004569191, "eta_seconds": 98911.14175920526, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.3423076923076923, "fast_rcnn/fg_cls_accuracy": 0.6108213820078228, "iteration": 94779, "loss_box_reg": 0.23260774975642562, "loss_cls": 0.23568879393860698, "loss_mask": 0.26850734557956457, "loss_rpn_cls": 0.04160583415068686, "loss_rpn_loc": 0.07563398161437362, "loss_sem_seg": 0.3426355517003685, "lr": 0.02, "mask_rcnn/accuracy": 0.8958147017388192, "mask_rcnn/false_negative": 0.1006704024003274, "mask_rcnn/false_positive": 0.1201326915520271, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5632721799993305, "total_loss": 1.2008839111367706} {"data_time": 0.012842220003221883, "eta_seconds": 98912.66661248174, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.355741033160388, "fast_rcnn/fg_cls_accuracy": 0.5956993006993007, "iteration": 94799, "loss_box_reg": 0.22151564131490886, "loss_cls": 0.2243619291111827, "loss_mask": 0.24867429723963141, "loss_rpn_cls": 0.04661538908840157, "loss_rpn_loc": 0.0738064581528306, "loss_sem_seg": 0.35457245586439967, "lr": 0.02, "mask_rcnn/accuracy": 0.8985428917329643, "mask_rcnn/false_negative": 0.0765443862794394, "mask_rcnn/false_positive": 0.12966439235703933, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5715119705018878, "total_loss": 1.1787040325434646} {"data_time": 0.012422934498317773, "eta_seconds": 98942.85253210417, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.30185355392156865, "fast_rcnn/fg_cls_accuracy": 0.6727941176470589, "iteration": 94819, "loss_box_reg": 0.22603118186816573, "loss_cls": 0.20651953318156302, "loss_mask": 0.24470932828262448, "loss_rpn_cls": 0.051943245402071625, "loss_rpn_loc": 0.0730420087929815, "loss_sem_seg": 0.33301125885918736, "lr": 0.02, "mask_rcnn/accuracy": 0.8856736984228215, "mask_rcnn/false_negative": 0.10069716377449281, "mask_rcnn/false_positive": 0.10432946778859495, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5689805724978214, "total_loss": 1.157251839642413} {"data_time": 0.012477971002226695, "eta_seconds": 98931.55646089415, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3506226293566163, "fast_rcnn/fg_cls_accuracy": 0.592619670617208, "iteration": 94839, "loss_box_reg": 0.2426902074366808, "loss_cls": 0.22143872594460845, "loss_mask": 0.2560231341049075, "loss_rpn_cls": 0.04618210805347189, "loss_rpn_loc": 0.0780151869985275, "loss_sem_seg": 0.33416788978502154, "lr": 0.02, "mask_rcnn/accuracy": 0.8869419953519403, "mask_rcnn/false_negative": 0.1079505160479649, "mask_rcnn/false_positive": 0.10788971003949958, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5631446989973483, "total_loss": 1.192923398615676} {"data_time": 0.012820151499909116, "eta_seconds": 98920.26038968413, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.3534959349593496, "fast_rcnn/fg_cls_accuracy": 0.5925850340136054, "iteration": 94859, "loss_box_reg": 0.24768272531218827, "loss_cls": 0.24203073931857944, "loss_mask": 0.2656628619879484, "loss_rpn_cls": 0.04862024690373801, "loss_rpn_loc": 0.07793807782582007, "loss_sem_seg": 0.3397444202564657, "lr": 0.02, "mask_rcnn/accuracy": 0.8767592496182146, "mask_rcnn/false_negative": 0.10212199047750559, "mask_rcnn/false_positive": 0.11460305812603067, "roi_head/num_bg_samples": 461.5, "roi_head/num_fg_samples": 50.5, "rpn/num_neg_anchors": 235.5, "rpn/num_pos_anchors": 20.5, "time": 0.5545555434982816, "total_loss": 1.2440462076920085} {"data_time": 0.012965460500709014, "eta_seconds": 98970.07305414068, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.32495107632093934, "fast_rcnn/fg_cls_accuracy": 0.6127770534550196, "iteration": 94879, "loss_box_reg": 0.2368409913033247, "loss_cls": 0.21101281070150435, "loss_mask": 0.26336656976491213, "loss_rpn_cls": 0.04372305104334373, "loss_rpn_loc": 0.06213173997821286, "loss_sem_seg": 0.3411803049966693, "lr": 0.02, "mask_rcnn/accuracy": 0.8931997084548104, "mask_rcnn/false_negative": 0.08909893077322868, "mask_rcnn/false_positive": 0.11009875502611177, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5684663699976227, "total_loss": 1.1636143815267133} {"data_time": 0.012511916997027583, "eta_seconds": 98972.79620658731, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.36564171122994654, "fast_rcnn/fg_cls_accuracy": 0.5481973608021211, "iteration": 94899, "loss_box_reg": 0.23688604636117816, "loss_cls": 0.2382515394128859, "loss_mask": 0.26243585627526045, "loss_rpn_cls": 0.05076603952329606, "loss_rpn_loc": 0.07371121912728995, "loss_sem_seg": 0.3527631687466055, "lr": 0.02, "mask_rcnn/accuracy": 0.8852967636701525, "mask_rcnn/false_negative": 0.08740595922780911, "mask_rcnn/false_positive": 0.1474270120072571, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5667324665009801, "total_loss": 1.2460830158670433} {"data_time": 0.013468455497786636, "eta_seconds": 98934.35522511884, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.3390804597701149, "fast_rcnn/fg_cls_accuracy": 0.612173108076834, "iteration": 94919, "loss_box_reg": 0.22258718078956008, "loss_cls": 0.22104317182675004, "loss_mask": 0.2762165772728622, "loss_rpn_cls": 0.04574375384254381, "loss_rpn_loc": 0.07680491522478405, "loss_sem_seg": 0.36526038218289614, "lr": 0.02, "mask_rcnn/accuracy": 0.8817889422168048, "mask_rcnn/false_negative": 0.09529923944677407, "mask_rcnn/false_positive": 0.1355772804075916, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5587521244997333, "total_loss": 1.225864267500583} {"data_time": 0.012270372000784846, "eta_seconds": 98923.05367266882, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.30752919145186164, "fast_rcnn/fg_cls_accuracy": 0.6002178649237473, "iteration": 94939, "loss_box_reg": 0.23277809331193566, "loss_cls": 0.21242697723209858, "loss_mask": 0.2652101432904601, "loss_rpn_cls": 0.048813200352014974, "loss_rpn_loc": 0.08756828191690147, "loss_sem_seg": 0.34339185804128647, "lr": 0.02, "mask_rcnn/accuracy": 0.8844093748329291, "mask_rcnn/false_negative": 0.10313681123929645, "mask_rcnn/false_positive": 0.1327181921006175, "roi_head/num_bg_samples": 431.75, "roi_head/num_fg_samples": 80.25, "rpn/num_neg_anchors": 205.0, "rpn/num_pos_anchors": 51.0, "time": 0.58158677299798, "total_loss": 1.1869245416019112} {"data_time": 0.012154683001426747, "eta_seconds": 98849.15859626861, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.3664451357466063, "fast_rcnn/fg_cls_accuracy": 0.6161223686799134, "iteration": 94959, "loss_box_reg": 0.2566792955622077, "loss_cls": 0.23967599123716354, "loss_mask": 0.26716634165495634, "loss_rpn_cls": 0.05279404978500679, "loss_rpn_loc": 0.08600666868733242, "loss_sem_seg": 0.3894893880933523, "lr": 0.02, "mask_rcnn/accuracy": 0.8805846278243441, "mask_rcnn/false_negative": 0.09506676837939419, "mask_rcnn/false_positive": 0.11503348322259899, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.55709973500052, "total_loss": 1.2873013754433487} {"data_time": 0.012499233998823911, "eta_seconds": 98849.83423204049, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.2773892773892774, "fast_rcnn/fg_cls_accuracy": 0.6632863021751911, "iteration": 94979, "loss_box_reg": 0.250820592045784, "loss_cls": 0.24795480305328965, "loss_mask": 0.26053939294070005, "loss_rpn_cls": 0.04680136515526101, "loss_rpn_loc": 0.07362606999231502, "loss_sem_seg": 0.3178532253950834, "lr": 0.02, "mask_rcnn/accuracy": 0.8893803331425356, "mask_rcnn/false_negative": 0.08826012271370204, "mask_rcnn/false_positive": 0.13127265018896128, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5698450810014037, "total_loss": 1.1834181863523554} {"data_time": 0.013443142495816574, "eta_seconds": 98841.2253408728, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.35493462766190037, "fast_rcnn/fg_cls_accuracy": 0.6272859152452963, "iteration": 94999, "loss_box_reg": 0.2305004927329719, "loss_cls": 0.21828010282479227, "loss_mask": 0.2570115914568305, "loss_rpn_cls": 0.04508499929215759, "loss_rpn_loc": 0.06802834155678283, "loss_sem_seg": 0.34354869229719043, "lr": 0.02, "mask_rcnn/accuracy": 0.88997266597896, "mask_rcnn/false_negative": 0.09988324499172666, "mask_rcnn/false_positive": 0.11727316881452335, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5742634585003543, "total_loss": 1.2019709857704584} {"data_time": 0.013150319995475002, "eta_seconds": 98829.92926538285, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.3934257075471698, "fast_rcnn/fg_cls_accuracy": 0.585094821496495, "iteration": 95019, "loss_box_reg": 0.21657832944765687, "loss_cls": 0.20839393697679043, "loss_mask": 0.2458770452067256, "loss_rpn_cls": 0.047016466181958094, "loss_rpn_loc": 0.07371763489209116, "loss_sem_seg": 0.3142962669953704, "lr": 0.02, "mask_rcnn/accuracy": 0.8991763001233228, "mask_rcnn/false_negative": 0.07913017519948995, "mask_rcnn/false_positive": 0.1232885687671538, "roi_head/num_bg_samples": 431.75, "roi_head/num_fg_samples": 80.25, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.5700845120009035, "total_loss": 1.1393578980059829} {"data_time": 0.013136469999153633, "eta_seconds": 98826.70151661239, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.35750217047137534, "fast_rcnn/fg_cls_accuracy": 0.5805887496356748, "iteration": 95039, "loss_box_reg": 0.22415966307744384, "loss_cls": 0.2252291664481163, "loss_mask": 0.2591864624992013, "loss_rpn_cls": 0.04707160487305373, "loss_rpn_loc": 0.08059289562515914, "loss_sem_seg": 0.3697561260778457, "lr": 0.02, "mask_rcnn/accuracy": 0.8829685043031297, "mask_rcnn/false_negative": 0.09782015761109102, "mask_rcnn/false_positive": 0.13962038590214876, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5724464814993553, "total_loss": 1.2070574050885625} {"data_time": 0.012290227998164482, "eta_seconds": 98815.40451882241, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.36124896608767576, "fast_rcnn/fg_cls_accuracy": 0.6206784788245463, "iteration": 95059, "loss_box_reg": 0.24699190445244312, "loss_cls": 0.25025879638269544, "loss_mask": 0.2625457476824522, "loss_rpn_cls": 0.049393956520361826, "loss_rpn_loc": 0.08665770781226456, "loss_sem_seg": 0.355611365288496, "lr": 0.02, "mask_rcnn/accuracy": 0.9086497813411079, "mask_rcnn/false_negative": 0.0881195898386703, "mask_rcnn/false_positive": 0.1254303540863625, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5684314014979464, "total_loss": 1.272074182430515} {"data_time": 0.01284454700362403, "eta_seconds": 98822.28749782455, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.3424987291049909, "fast_rcnn/fg_cls_accuracy": 0.6083087673326781, "iteration": 95079, "loss_box_reg": 0.23800565022975206, "loss_cls": 0.21493546105921268, "loss_mask": 0.2615298358723521, "loss_rpn_cls": 0.041630287414591294, "loss_rpn_loc": 0.07350963220233098, "loss_sem_seg": 0.3387381606735289, "lr": 0.02, "mask_rcnn/accuracy": 0.8914246052322925, "mask_rcnn/false_negative": 0.08933979333242757, "mask_rcnn/false_positive": 0.1336989143371936, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5657959780000965, "total_loss": 1.2195241405570414} {"data_time": 0.013021952501730993, "eta_seconds": 98830.61484971986, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.36485688025210083, "fast_rcnn/fg_cls_accuracy": 0.6011111111111112, "iteration": 95099, "loss_box_reg": 0.24328207154758275, "loss_cls": 0.2281204836908728, "loss_mask": 0.25412738136947155, "loss_rpn_cls": 0.0414301426790189, "loss_rpn_loc": 0.07085450840531848, "loss_sem_seg": 0.3433541296981275, "lr": 0.02, "mask_rcnn/accuracy": 0.8939627063199862, "mask_rcnn/false_negative": 0.0898503701406109, "mask_rcnn/false_positive": 0.11661980644697324, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5639109315015958, "total_loss": 1.1523128010740038} {"data_time": 0.012775239501934266, "eta_seconds": 98799.6893449446, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.32802508607968517, "fast_rcnn/fg_cls_accuracy": 0.6027522935779817, "iteration": 95119, "loss_box_reg": 0.23953493358567357, "loss_cls": 0.21702178195118904, "loss_mask": 0.2690594829618931, "loss_rpn_cls": 0.046554010827094316, "loss_rpn_loc": 0.07067508320324123, "loss_sem_seg": 0.37983305798843503, "lr": 0.02, "mask_rcnn/accuracy": 0.8783771905501331, "mask_rcnn/false_negative": 0.1044518586078031, "mask_rcnn/false_positive": 0.1321591253593582, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5537636529988959, "total_loss": 1.2310487655631732} {"data_time": 0.011864891501318198, "eta_seconds": 98837.14037886742, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.40339318631801735, "fast_rcnn/fg_cls_accuracy": 0.5104790419161677, "iteration": 95139, "loss_box_reg": 0.2470638630911708, "loss_cls": 0.22064331686124206, "loss_mask": 0.2702784677967429, "loss_rpn_cls": 0.04706219641957432, "loss_rpn_loc": 0.09939561388455331, "loss_sem_seg": 0.3856064206920564, "lr": 0.02, "mask_rcnn/accuracy": 0.8782820857762637, "mask_rcnn/false_negative": 0.10508139409757104, "mask_rcnn/false_positive": 0.13037131720896702, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5649518549980712, "total_loss": 1.262509074236732} {"data_time": 0.01301280700135976, "eta_seconds": 98838.76889038816, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.4008060904612629, "fast_rcnn/fg_cls_accuracy": 0.5653679653679653, "iteration": 95159, "loss_box_reg": 0.2532445564866066, "loss_cls": 0.23032402014359832, "loss_mask": 0.25949268136173487, "loss_rpn_cls": 0.043350122643460054, "loss_rpn_loc": 0.07341751412604935, "loss_sem_seg": 0.31183536630123854, "lr": 0.02, "mask_rcnn/accuracy": 0.8776441451420925, "mask_rcnn/false_negative": 0.09782782903495327, "mask_rcnn/false_positive": 0.14858939748861122, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5702374885040626, "total_loss": 1.1812756505096331} {"data_time": 0.012980748502741335, "eta_seconds": 98827.46275865815, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.3141542002301496, "fast_rcnn/fg_cls_accuracy": 0.6235236220472441, "iteration": 95179, "loss_box_reg": 0.24059212824795395, "loss_cls": 0.22307514282874763, "loss_mask": 0.2623439393937588, "loss_rpn_cls": 0.04897911092848517, "loss_rpn_loc": 0.07808614557143301, "loss_sem_seg": 0.32821039925329387, "lr": 0.02, "mask_rcnn/accuracy": 0.8986059715388132, "mask_rcnn/false_negative": 0.10211180046584854, "mask_rcnn/false_positive": 0.11046195360629045, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5604985445024795, "total_loss": 1.2086496682022698} {"data_time": 0.013515291502699256, "eta_seconds": 98856.00268982806, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.2828137817883511, "fast_rcnn/fg_cls_accuracy": 0.7036585365853658, "iteration": 95199, "loss_box_reg": 0.23101524612866342, "loss_cls": 0.2199585954658687, "loss_mask": 0.25429360568523407, "loss_rpn_cls": 0.048648749449057505, "loss_rpn_loc": 0.08756257430650294, "loss_sem_seg": 0.3295888836728409, "lr": 0.02, "mask_rcnn/accuracy": 0.8981707386978386, "mask_rcnn/false_negative": 0.06405638048742568, "mask_rcnn/false_positive": 0.10795419328116221, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.575132523499633, "total_loss": 1.1996901561506093} {"data_time": 0.012526616999821272, "eta_seconds": 98808.3646424947, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.3722972972972973, "fast_rcnn/fg_cls_accuracy": 0.5111873264739506, "iteration": 95219, "loss_box_reg": 0.21690137963742018, "loss_cls": 0.1927237610798329, "loss_mask": 0.2579986583441496, "loss_rpn_cls": 0.03933540917932987, "loss_rpn_loc": 0.06756074496661313, "loss_sem_seg": 0.3580322125926614, "lr": 0.02, "mask_rcnn/accuracy": 0.9010314995563442, "mask_rcnn/false_negative": 0.0816061794934791, "mask_rcnn/false_positive": 0.12128922865875422, "roi_head/num_bg_samples": 465.0, "roi_head/num_fg_samples": 47.0, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5708411435007292, "total_loss": 1.141779496174422} {"data_time": 0.013248348503111629, "eta_seconds": 98793.4755940332, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.4229943242828655, "fast_rcnn/fg_cls_accuracy": 0.5427255671158111, "iteration": 95239, "loss_box_reg": 0.22811912931501865, "loss_cls": 0.20766281941905618, "loss_mask": 0.27223849203437567, "loss_rpn_cls": 0.04379118814540561, "loss_rpn_loc": 0.07913877704413608, "loss_sem_seg": 0.3443620284087956, "lr": 0.02, "mask_rcnn/accuracy": 0.9025926300398208, "mask_rcnn/false_negative": 0.08963822960290435, "mask_rcnn/false_positive": 0.10960126959086011, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.561622132499906, "total_loss": 1.1998069815454073} {"data_time": 0.012309324996749638, "eta_seconds": 98822.07061757796, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.32942937654103555, "fast_rcnn/fg_cls_accuracy": 0.6147201998879939, "iteration": 95259, "loss_box_reg": 0.23601653892546892, "loss_cls": 0.22715284070000052, "loss_mask": 0.24841007869690657, "loss_rpn_cls": 0.049465830787085, "loss_rpn_loc": 0.0693464151408989, "loss_sem_seg": 0.337303277105093, "lr": 0.02, "mask_rcnn/accuracy": 0.888786361318721, "mask_rcnn/false_negative": 0.096403621488254, "mask_rcnn/false_positive": 0.13662082485510346, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5663527404976776, "total_loss": 1.1668962647672743} {"data_time": 0.012258679998922162, "eta_seconds": 98782.98086050949, "fast_rcnn/cls_accuracy": 0.90771484375, "fast_rcnn/false_negative": 0.32291666666666663, "fast_rcnn/fg_cls_accuracy": 0.5872723209297128, "iteration": 95279, "loss_box_reg": 0.2688972307369113, "loss_cls": 0.22955508599989116, "loss_mask": 0.2696485109627247, "loss_rpn_cls": 0.046822788106510416, "loss_rpn_loc": 0.08897894649999216, "loss_sem_seg": 0.3582790745422244, "lr": 0.02, "mask_rcnn/accuracy": 0.8706273632392517, "mask_rcnn/false_negative": 0.09363421950050102, "mask_rcnn/false_positive": 0.14988273332719507, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5649692645019968, "total_loss": 1.288921107945498} {"data_time": 0.013256689999252558, "eta_seconds": 98806.18605613678, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.5270095631946239, "fast_rcnn/fg_cls_accuracy": 0.47299043680537606, "iteration": 95299, "loss_box_reg": 0.23793259169906378, "loss_cls": 0.2391616073437035, "loss_mask": 0.2698510121554136, "loss_rpn_cls": 0.05144180242132279, "loss_rpn_loc": 0.07723015610827133, "loss_sem_seg": 0.36699865479022264, "lr": 0.02, "mask_rcnn/accuracy": 0.8811098596445954, "mask_rcnn/false_negative": 0.10822692535040862, "mask_rcnn/false_positive": 0.12416007071265023, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5732215135030856, "total_loss": 1.2511081963893957} {"data_time": 0.013098621497192653, "eta_seconds": 98774.19052921506, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.40186802523047066, "fast_rcnn/fg_cls_accuracy": 0.5436567164179105, "iteration": 95319, "loss_box_reg": 0.22265744302421808, "loss_cls": 0.21941209072247148, "loss_mask": 0.2758382549509406, "loss_rpn_cls": 0.05143375345505774, "loss_rpn_loc": 0.08266015979461372, "loss_sem_seg": 0.3706807205453515, "lr": 0.02, "mask_rcnn/accuracy": 0.8716973796097387, "mask_rcnn/false_negative": 0.10703766933974584, "mask_rcnn/false_positive": 0.1504415144864127, "roi_head/num_bg_samples": 459.5, "roi_head/num_fg_samples": 52.5, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.553669748500397, "total_loss": 1.228514149057446} {"data_time": 0.012833946999307955, "eta_seconds": 98745.24338231202, "fast_rcnn/cls_accuracy": 0.9609375, "fast_rcnn/false_negative": 0.24458874458874458, "fast_rcnn/fg_cls_accuracy": 0.6590311986863711, "iteration": 95339, "loss_box_reg": 0.21393149392679334, "loss_cls": 0.21596350171603262, "loss_mask": 0.24730135686695576, "loss_rpn_cls": 0.05102866957895458, "loss_rpn_loc": 0.07824126619379967, "loss_sem_seg": 0.3308532750234008, "lr": 0.02, "mask_rcnn/accuracy": 0.9028522947640595, "mask_rcnn/false_negative": 0.07524519542953317, "mask_rcnn/false_positive": 0.10367727332858531, "roi_head/num_bg_samples": 466.25, "roi_head/num_fg_samples": 45.75, "rpn/num_neg_anchors": 235.0, "rpn/num_pos_anchors": 21.0, "time": 0.5570282275039062, "total_loss": 1.1301996320689796} {"data_time": 0.014139488997898297, "eta_seconds": 98751.57234165506, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.34836956521739126, "fast_rcnn/fg_cls_accuracy": 0.6035981514084507, "iteration": 95359, "loss_box_reg": 0.22414697869680822, "loss_cls": 0.21186718170065433, "loss_mask": 0.260403161868453, "loss_rpn_cls": 0.04476042361056898, "loss_rpn_loc": 0.07948849245440215, "loss_sem_seg": 0.31805784814059734, "lr": 0.02, "mask_rcnn/accuracy": 0.8900256686525542, "mask_rcnn/false_negative": 0.10089440263243521, "mask_rcnn/false_positive": 0.1418758291907177, "roi_head/num_bg_samples": 455.5, "roi_head/num_fg_samples": 56.5, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5703260945010697, "total_loss": 1.1698554494651034} {"data_time": 0.012188818003778579, "eta_seconds": 98760.9402081766, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.3973914774990044, "fast_rcnn/fg_cls_accuracy": 0.5887205022732194, "iteration": 95379, "loss_box_reg": 0.21532205962284934, "loss_cls": 0.2124707730836235, "loss_mask": 0.2552415723912418, "loss_rpn_cls": 0.041924288612790406, "loss_rpn_loc": 0.07958584767766297, "loss_sem_seg": 0.3131789695471525, "lr": 0.02, "mask_rcnn/accuracy": 0.8880878793825222, "mask_rcnn/false_negative": 0.11550795951974352, "mask_rcnn/false_positive": 0.12611268740235596, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5657614529991406, "total_loss": 1.1627517419110518} {"data_time": 0.013113290999172023, "eta_seconds": 98728.95415409506, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.41475898008561324, "fast_rcnn/fg_cls_accuracy": 0.5566722501395869, "iteration": 95399, "loss_box_reg": 0.20782245136797428, "loss_cls": 0.21534473937936127, "loss_mask": 0.2649158528074622, "loss_rpn_cls": 0.055951741291210055, "loss_rpn_loc": 0.07315433109761216, "loss_sem_seg": 0.36731909424997866, "lr": 0.02, "mask_rcnn/accuracy": 0.8868144707414328, "mask_rcnn/false_negative": 0.07791631692785725, "mask_rcnn/false_positive": 0.14484922688204518, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5671472094982164, "total_loss": 1.1772654806554783} {"data_time": 0.01214665900261025, "eta_seconds": 98703.8282839991, "fast_rcnn/cls_accuracy": 0.90966796875, "fast_rcnn/false_negative": 0.35323383084577115, "fast_rcnn/fg_cls_accuracy": 0.5271031207598371, "iteration": 95419, "loss_box_reg": 0.2585051958449185, "loss_cls": 0.23877125594299287, "loss_mask": 0.2686139908619225, "loss_rpn_cls": 0.045846001215977594, "loss_rpn_loc": 0.0813643125584349, "loss_sem_seg": 0.3709484396968037, "lr": 0.02, "mask_rcnn/accuracy": 0.8768973699639673, "mask_rcnn/false_negative": 0.09727982157027668, "mask_rcnn/false_positive": 0.1218745510455357, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.5644006554975931, "total_loss": 1.2441852509509772} {"data_time": 0.012581310998939443, "eta_seconds": 98662.86521481413, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.4170229690762653, "fast_rcnn/fg_cls_accuracy": 0.5252257676098735, "iteration": 95439, "loss_box_reg": 0.23201690078713, "loss_cls": 0.2370055504143238, "loss_mask": 0.26453771628439426, "loss_rpn_cls": 0.04206316778436303, "loss_rpn_loc": 0.07334615342551842, "loss_sem_seg": 0.3538229949772358, "lr": 0.02, "mask_rcnn/accuracy": 0.8670336264481298, "mask_rcnn/false_negative": 0.11973438796532809, "mask_rcnn/false_positive": 0.1577407029774936, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5448644600000989, "total_loss": 1.1902285004325677} {"data_time": 0.013299294500029646, "eta_seconds": 98625.2796786981, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.33238095238095233, "fast_rcnn/fg_cls_accuracy": 0.6113207547169811, "iteration": 95459, "loss_box_reg": 0.23706716811284423, "loss_cls": 0.23510340601205826, "loss_mask": 0.2719066075515002, "loss_rpn_cls": 0.04681193770375103, "loss_rpn_loc": 0.08652405656175688, "loss_sem_seg": 0.353076140396297, "lr": 0.02, "mask_rcnn/accuracy": 0.871303389427705, "mask_rcnn/false_negative": 0.08789312900761855, "mask_rcnn/false_positive": 0.1500424827044297, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5594677720000618, "total_loss": 1.2027380805811845} {"data_time": 0.013328298002306838, "eta_seconds": 98604.67556037637, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.3430461711711712, "fast_rcnn/fg_cls_accuracy": 0.6024137782931753, "iteration": 95479, "loss_box_reg": 0.22367067029699683, "loss_cls": 0.2218681409722194, "loss_mask": 0.2577339634299278, "loss_rpn_cls": 0.05039702620706521, "loss_rpn_loc": 0.09592129796510562, "loss_sem_seg": 0.34808973874896765, "lr": 0.02, "mask_rcnn/accuracy": 0.8801257484904745, "mask_rcnn/false_negative": 0.08562814672858368, "mask_rcnn/false_positive": 0.1495145308764028, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 206.0, "rpn/num_pos_anchors": 50.0, "time": 0.5634919094991346, "total_loss": 1.2276814822107553} {"data_time": 0.013156521003111266, "eta_seconds": 98646.56465097789, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.3566853834005966, "fast_rcnn/fg_cls_accuracy": 0.6132336128048781, "iteration": 95499, "loss_box_reg": 0.23956797178834677, "loss_cls": 0.22179327253252268, "loss_mask": 0.26605599373579025, "loss_rpn_cls": 0.04623837134568021, "loss_rpn_loc": 0.08551657275529578, "loss_sem_seg": 0.3448165296576917, "lr": 0.02, "mask_rcnn/accuracy": 0.8868650423429831, "mask_rcnn/false_negative": 0.09598185018039503, "mask_rcnn/false_positive": 0.13154529756046157, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5797570200011251, "total_loss": 1.1859177797014127} {"data_time": 0.012882656999863684, "eta_seconds": 98643.47971550137, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.37497093361237066, "fast_rcnn/fg_cls_accuracy": 0.5508149568552253, "iteration": 95519, "loss_box_reg": 0.22833790443837643, "loss_cls": 0.24980517104268074, "loss_mask": 0.25574535178020597, "loss_rpn_cls": 0.042008166637970135, "loss_rpn_loc": 0.07400115911150351, "loss_sem_seg": 0.336993545293808, "lr": 0.02, "mask_rcnn/accuracy": 0.8761996452710572, "mask_rcnn/false_negative": 0.10297896048423279, "mask_rcnn/false_positive": 0.13011192313126063, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.5696319935013889, "total_loss": 1.1937891209381633} {"data_time": 0.011501919998408994, "eta_seconds": 98667.75910831374, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.3203169515669516, "fast_rcnn/fg_cls_accuracy": 0.5747767857142857, "iteration": 95539, "loss_box_reg": 0.22796802502125502, "loss_cls": 0.21692766807973385, "loss_mask": 0.2517628683708608, "loss_rpn_cls": 0.05127893929602578, "loss_rpn_loc": 0.08350522321416065, "loss_sem_seg": 0.35775497183203697, "lr": 0.02, "mask_rcnn/accuracy": 0.9023471590527659, "mask_rcnn/false_negative": 0.09163339879205054, "mask_rcnn/false_positive": 0.10731637904784073, "roi_head/num_bg_samples": 466.0, "roi_head/num_fg_samples": 46.0, "rpn/num_neg_anchors": 241.0, "rpn/num_pos_anchors": 15.0, "time": 0.5709874504973413, "total_loss": 1.1787421608460136} {"data_time": 0.013247631999547593, "eta_seconds": 98669.9069500457, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3407069808803913, "fast_rcnn/fg_cls_accuracy": 0.6141528925619835, "iteration": 95559, "loss_box_reg": 0.23466928000561893, "loss_cls": 0.2300408815499395, "loss_mask": 0.24297891277819872, "loss_rpn_cls": 0.044061871274607256, "loss_rpn_loc": 0.06529788806801662, "loss_sem_seg": 0.35781559254974127, "lr": 0.02, "mask_rcnn/accuracy": 0.8878432362528345, "mask_rcnn/false_negative": 0.08763624895958291, "mask_rcnn/false_positive": 0.1271974451806447, "roi_head/num_bg_samples": 464.0, "roi_head/num_fg_samples": 48.0, "rpn/num_neg_anchors": 237.25, "rpn/num_pos_anchors": 18.75, "time": 0.5621037424971291, "total_loss": 1.212106237275293} {"data_time": 0.012221590997796739, "eta_seconds": 98658.59425326569, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.3680340557275542, "fast_rcnn/fg_cls_accuracy": 0.6101914414414414, "iteration": 95579, "loss_box_reg": 0.24722267873585224, "loss_cls": 0.22934121917933226, "loss_mask": 0.26917952951043844, "loss_rpn_cls": 0.04153801988286432, "loss_rpn_loc": 0.07634068932384253, "loss_sem_seg": 0.35905909026041627, "lr": 0.02, "mask_rcnn/accuracy": 0.8864241868622449, "mask_rcnn/false_negative": 0.08908994402883988, "mask_rcnn/false_positive": 0.11766845599984666, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5628663595016405, "total_loss": 1.2162988663767464} {"data_time": 0.012187703505333047, "eta_seconds": 98615.86321629505, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.3026118326118326, "fast_rcnn/fg_cls_accuracy": 0.6573544973544974, "iteration": 95599, "loss_box_reg": 0.239498570561409, "loss_cls": 0.22457199404016137, "loss_mask": 0.25705792754888535, "loss_rpn_cls": 0.04627435785369016, "loss_rpn_loc": 0.08658059145091102, "loss_sem_seg": 0.32297932263463736, "lr": 0.02, "mask_rcnn/accuracy": 0.8925206677582971, "mask_rcnn/false_negative": 0.09527172731409789, "mask_rcnn/false_positive": 0.14160966731362926, "roi_head/num_bg_samples": 428.75, "roi_head/num_fg_samples": 83.25, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5649324735022674, "total_loss": 1.1679786979802884} {"data_time": 0.012505242000770522, "eta_seconds": 98590.75317469855, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.41644176136363636, "fast_rcnn/fg_cls_accuracy": 0.5195496860792379, "iteration": 95619, "loss_box_reg": 0.2516110874712467, "loss_cls": 0.2349870934849605, "loss_mask": 0.2625393411144614, "loss_rpn_cls": 0.047875356569420546, "loss_rpn_loc": 0.08516590908402577, "loss_sem_seg": 0.3903164053335786, "lr": 0.02, "mask_rcnn/accuracy": 0.8840803730034094, "mask_rcnn/false_negative": 0.08719935337542122, "mask_rcnn/false_positive": 0.12977266055644346, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5675707000009425, "total_loss": 1.2944630126585253} {"data_time": 0.013671831500687404, "eta_seconds": 98575.63727096093, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.36521955025892033, "fast_rcnn/fg_cls_accuracy": 0.5991429938660982, "iteration": 95639, "loss_box_reg": 0.251734568271786, "loss_cls": 0.23519874503836036, "loss_mask": 0.26262253522872925, "loss_rpn_cls": 0.05525850423146039, "loss_rpn_loc": 0.085334992792923, "loss_sem_seg": 0.3289342923089862, "lr": 0.02, "mask_rcnn/accuracy": 0.8673416557988289, "mask_rcnn/false_negative": 0.10633663207677081, "mask_rcnn/false_positive": 0.14779572749364733, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.5581100965027872, "total_loss": 1.2375098504126072} {"data_time": 0.013424590502836509, "eta_seconds": 98559.62089779305, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.3274982282069454, "fast_rcnn/fg_cls_accuracy": 0.6513253012048192, "iteration": 95659, "loss_box_reg": 0.22755623515695333, "loss_cls": 0.23185885231941938, "loss_mask": 0.2706918427720666, "loss_rpn_cls": 0.045802568492945284, "loss_rpn_loc": 0.0697371342102997, "loss_sem_seg": 0.34287737053819, "lr": 0.02, "mask_rcnn/accuracy": 0.8781219140882159, "mask_rcnn/false_negative": 0.08309960026118829, "mask_rcnn/false_positive": 0.15065657425847145, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5607838229989284, "total_loss": 1.2190063687157817} {"data_time": 0.012739928501105169, "eta_seconds": 98553.02312278078, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.42794011544011545, "fast_rcnn/fg_cls_accuracy": 0.5223232081639162, "iteration": 95679, "loss_box_reg": 0.2371787717565894, "loss_cls": 0.22788253845646977, "loss_mask": 0.27131335716694593, "loss_rpn_cls": 0.04622270536492579, "loss_rpn_loc": 0.08628054207656533, "loss_sem_seg": 0.34751124074682593, "lr": 0.02, "mask_rcnn/accuracy": 0.8850641366585243, "mask_rcnn/false_negative": 0.1034364217017916, "mask_rcnn/false_positive": 0.12750959593226427, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.5625774129985075, "total_loss": 1.2195538409869187} {"data_time": 0.013031719499849714, "eta_seconds": 98537.0078300929, "fast_rcnn/cls_accuracy": 0.9130859375, "fast_rcnn/false_negative": 0.43058773962502633, "fast_rcnn/fg_cls_accuracy": 0.5438969678217822, "iteration": 95699, "loss_box_reg": 0.24537639319896698, "loss_cls": 0.21241214813198894, "loss_mask": 0.26297169271856546, "loss_rpn_cls": 0.04409122760989703, "loss_rpn_loc": 0.08963870111620054, "loss_sem_seg": 0.37003750167787075, "lr": 0.02, "mask_rcnn/accuracy": 0.8837514732950142, "mask_rcnn/false_negative": 0.09338657152112728, "mask_rcnn/false_positive": 0.13120092230817837, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5652414185024099, "total_loss": 1.2191131317522377} {"data_time": 0.014728742498846259, "eta_seconds": 98478.36535646745, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.36254718959731547, "fast_rcnn/fg_cls_accuracy": 0.5899684175531915, "iteration": 95719, "loss_box_reg": 0.23232635064050555, "loss_cls": 0.21690800972282887, "loss_mask": 0.25638802349567413, "loss_rpn_cls": 0.04307399009121582, "loss_rpn_loc": 0.07518483654712327, "loss_sem_seg": 0.3342719473876059, "lr": 0.02, "mask_rcnn/accuracy": 0.8627657075665087, "mask_rcnn/false_negative": 0.11584627140025457, "mask_rcnn/false_positive": 0.15638017641298274, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 202.5, "rpn/num_pos_anchors": 53.5, "time": 0.5598441300026025, "total_loss": 1.1993247845966835} {"data_time": 0.01260286349861417, "eta_seconds": 98451.56922750182, "fast_rcnn/cls_accuracy": 0.91015625, "fast_rcnn/false_negative": 0.39617224880382773, "fast_rcnn/fg_cls_accuracy": 0.5529104411894208, "iteration": 95739, "loss_box_reg": 0.2308242303552106, "loss_cls": 0.22911653242772445, "loss_mask": 0.27190391486510634, "loss_rpn_cls": 0.05114387071807869, "loss_rpn_loc": 0.08065592157072388, "loss_sem_seg": 0.37725308258086443, "lr": 0.02, "mask_rcnn/accuracy": 0.8855804089638097, "mask_rcnn/false_negative": 0.08558036603795927, "mask_rcnn/false_positive": 0.13544705377215244, "roi_head/num_bg_samples": 431.0, "roi_head/num_fg_samples": 81.0, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5572922129977087, "total_loss": 1.2892280623782426} {"data_time": 0.012814886500564171, "eta_seconds": 98414.72948444367, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.28522114347357064, "fast_rcnn/fg_cls_accuracy": 0.6636805555555556, "iteration": 95759, "loss_box_reg": 0.226592498132959, "loss_cls": 0.22129204822704196, "loss_mask": 0.2691349443048239, "loss_rpn_cls": 0.050910004414618015, "loss_rpn_loc": 0.07238887902349234, "loss_sem_seg": 0.3714596787467599, "lr": 0.02, "mask_rcnn/accuracy": 0.8913030943328845, "mask_rcnn/false_negative": 0.08726402055000301, "mask_rcnn/false_positive": 0.13661004771606522, "roi_head/num_bg_samples": 458.5, "roi_head/num_fg_samples": 53.5, "rpn/num_neg_anchors": 234.5, "rpn/num_pos_anchors": 21.5, "time": 0.5592391480022343, "total_loss": 1.2275426152627915} {"data_time": 0.012326844000199344, "eta_seconds": 98488.27880675766, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.31979969183359014, "fast_rcnn/fg_cls_accuracy": 0.6349607892739692, "iteration": 95779, "loss_box_reg": 0.23293472453951836, "loss_cls": 0.22961495583876967, "loss_mask": 0.2599527891725302, "loss_rpn_cls": 0.04781602806178853, "loss_rpn_loc": 0.08885960426414385, "loss_sem_seg": 0.39975560642778873, "lr": 0.02, "mask_rcnn/accuracy": 0.8889641043856686, "mask_rcnn/false_negative": 0.09446521067286859, "mask_rcnn/false_positive": 0.11269409357272521, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5807426985011261, "total_loss": 1.252125223807525} {"data_time": 0.012661406497500138, "eta_seconds": 98502.77227849505, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.453310502283105, "fast_rcnn/fg_cls_accuracy": 0.5293029925657572, "iteration": 95799, "loss_box_reg": 0.2754241405054927, "loss_cls": 0.2606011477764696, "loss_mask": 0.27903043758124113, "loss_rpn_cls": 0.052773154951864854, "loss_rpn_loc": 0.09963555273134261, "loss_sem_seg": 0.3458637655712664, "lr": 0.02, "mask_rcnn/accuracy": 0.8643978750354309, "mask_rcnn/false_negative": 0.10604365365978263, "mask_rcnn/false_positive": 0.14905215926562973, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.5829591205001634, "total_loss": 1.3709872769832145} {"data_time": 0.011793354999099392, "eta_seconds": 98465.66654329763, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.37365152010460934, "fast_rcnn/fg_cls_accuracy": 0.575187969924812, "iteration": 95819, "loss_box_reg": 0.26174126425758004, "loss_cls": 0.2354016313329339, "loss_mask": 0.2768489886075258, "loss_rpn_cls": 0.055942107865121216, "loss_rpn_loc": 0.08610187472368125, "loss_sem_seg": 0.3784963353537023, "lr": 0.02, "mask_rcnn/accuracy": 0.8914706492273274, "mask_rcnn/false_negative": 0.1047686916991277, "mask_rcnn/false_positive": 0.120242826283402, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.5642623444982746, "total_loss": 1.2896695540403016} {"data_time": 0.012412817501171958, "eta_seconds": 98480.15409093504, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.36606685450819676, "fast_rcnn/fg_cls_accuracy": 0.5679347826086956, "iteration": 95839, "loss_box_reg": 0.22909341985359788, "loss_cls": 0.23654624307528138, "loss_mask": 0.2787040211260319, "loss_rpn_cls": 0.04701702139573172, "loss_rpn_loc": 0.07840461152954958, "loss_sem_seg": 0.34785665618255734, "lr": 0.02, "mask_rcnn/accuracy": 0.8872206062946271, "mask_rcnn/false_negative": 0.10023159796318132, "mask_rcnn/false_positive": 0.1339249800290251, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5689471665027668, "total_loss": 1.2249060299654957} {"data_time": 0.012370372503937688, "eta_seconds": 98509.8586850674, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.3244047619047619, "fast_rcnn/fg_cls_accuracy": 0.6517857142857143, "iteration": 95859, "loss_box_reg": 0.24718386866152287, "loss_cls": 0.24138913000933826, "loss_mask": 0.2735153157263994, "loss_rpn_cls": 0.05080113574513234, "loss_rpn_loc": 0.08167370950104669, "loss_sem_seg": 0.3651463792193681, "lr": 0.02, "mask_rcnn/accuracy": 0.8940257003422487, "mask_rcnn/false_negative": 0.10969341504283299, "mask_rcnn/false_positive": 0.12224949133756147, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5646255659994495, "total_loss": 1.24072383280145} {"data_time": 0.012484594499255763, "eta_seconds": 98482.70561623579, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.3802951388888889, "fast_rcnn/fg_cls_accuracy": 0.5826086956521739, "iteration": 95879, "loss_box_reg": 0.24724919558502734, "loss_cls": 0.22436249046586454, "loss_mask": 0.2719392077997327, "loss_rpn_cls": 0.04839815877494402, "loss_rpn_loc": 0.07226726910448633, "loss_sem_seg": 0.35666582733392715, "lr": 0.02, "mask_rcnn/accuracy": 0.8710369186534717, "mask_rcnn/false_negative": 0.1047929443624808, "mask_rcnn/false_positive": 0.1330611899863703, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.568683808996866, "total_loss": 1.223607118241489} {"data_time": 0.01326146050269017, "eta_seconds": 98444.81685247514, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.29873980726464044, "fast_rcnn/fg_cls_accuracy": 0.600808003078107, "iteration": 95899, "loss_box_reg": 0.22829688852652907, "loss_cls": 0.22711192769929767, "loss_mask": 0.2571166045963764, "loss_rpn_cls": 0.0544061056280043, "loss_rpn_loc": 0.0780341683421284, "loss_sem_seg": 0.3551226765848696, "lr": 0.02, "mask_rcnn/accuracy": 0.8832418305668132, "mask_rcnn/false_negative": 0.10021842638531565, "mask_rcnn/false_positive": 0.14169906657313164, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.5545673275009904, "total_loss": 1.2341109576955205} {"data_time": 0.012524965997727122, "eta_seconds": 98409.13588464755, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3997837217514124, "fast_rcnn/fg_cls_accuracy": 0.57909604519774, "iteration": 95919, "loss_box_reg": 0.23112694139126688, "loss_cls": 0.23145409673452377, "loss_mask": 0.2758541936054826, "loss_rpn_cls": 0.04781568258476909, "loss_rpn_loc": 0.08436878840439022, "loss_sem_seg": 0.33731579390587285, "lr": 0.02, "mask_rcnn/accuracy": 0.881118302285632, "mask_rcnn/false_negative": 0.09892626065352704, "mask_rcnn/false_positive": 0.1041018432952203, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.558092986997508, "total_loss": 1.2352656219154596} {"data_time": 0.012769346998538822, "eta_seconds": 98325.682861162, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.33647798742138363, "fast_rcnn/fg_cls_accuracy": 0.6404842342342343, "iteration": 95939, "loss_box_reg": 0.23854398471303284, "loss_cls": 0.21567359380424023, "loss_mask": 0.267610153183341, "loss_rpn_cls": 0.05045880703255534, "loss_rpn_loc": 0.0864436017582193, "loss_sem_seg": 0.3388254167512059, "lr": 0.02, "mask_rcnn/accuracy": 0.8895282101330859, "mask_rcnn/false_negative": 0.08765519144290175, "mask_rcnn/false_positive": 0.10938883257288932, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5596927760016115, "total_loss": 1.1985512122046202} {"data_time": 0.012802135999663733, "eta_seconds": 98393.82429340977, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.3866197183098592, "fast_rcnn/fg_cls_accuracy": 0.5777777777777777, "iteration": 95959, "loss_box_reg": 0.2371330433525145, "loss_cls": 0.23049403517507017, "loss_mask": 0.28360995557159185, "loss_rpn_cls": 0.05011082853889093, "loss_rpn_loc": 0.09187483240384609, "loss_sem_seg": 0.35538230556994677, "lr": 0.02, "mask_rcnn/accuracy": 0.8866162774074531, "mask_rcnn/false_negative": 0.09561373778305585, "mask_rcnn/false_positive": 0.12971064074443933, "roi_head/num_bg_samples": 457.5, "roi_head/num_fg_samples": 54.5, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 0.568722533997061, "total_loss": 1.2822340113925748} {"data_time": 0.012245808997249696, "eta_seconds": 98351.8971956413, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.31640625, "fast_rcnn/fg_cls_accuracy": 0.6180555555555556, "iteration": 95979, "loss_box_reg": 0.22890513413585722, "loss_cls": 0.22092842846177518, "loss_mask": 0.2634626915678382, "loss_rpn_cls": 0.045346189668634906, "loss_rpn_loc": 0.09261115672416054, "loss_sem_seg": 0.3250622423365712, "lr": 0.02, "mask_rcnn/accuracy": 0.8760823968596059, "mask_rcnn/false_negative": 0.09643017475415147, "mask_rcnn/false_positive": 0.1389025880041045, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5652860839982168, "total_loss": 1.1961641041561961} {"data_time": 0.013009247999434592, "eta_seconds": 98304.67802408195, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.32210937500000003, "fast_rcnn/fg_cls_accuracy": 0.6305376344086022, "iteration": 95999, "loss_box_reg": 0.26034955168142915, "loss_cls": 0.22685632039792836, "loss_mask": 0.26473103929311037, "loss_rpn_cls": 0.0440596009575529, "loss_rpn_loc": 0.09279908107419033, "loss_sem_seg": 0.3756535043939948, "lr": 0.02, "mask_rcnn/accuracy": 0.895266350634742, "mask_rcnn/false_negative": 0.10698765432098765, "mask_rcnn/false_positive": 0.10729216591045919, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5592251644993667, "total_loss": 1.2821426801383495} {"data_time": 0.01219943400064949, "eta_seconds": 98217.65251348625, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.32779194012041, "fast_rcnn/fg_cls_accuracy": 0.5938421944636244, "iteration": 96019, "loss_box_reg": 0.2350380930583924, "loss_cls": 0.2360496346373111, "loss_mask": 0.25785336270928383, "loss_rpn_cls": 0.04472013923805207, "loss_rpn_loc": 0.07690403290325776, "loss_sem_seg": 0.34568722546100616, "lr": 0.02, "mask_rcnn/accuracy": 0.9030180403910049, "mask_rcnn/false_negative": 0.09201472142203035, "mask_rcnn/false_positive": 0.10843728385501081, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5570186325021496, "total_loss": 1.2210921159130521} {"data_time": 0.01320324550033547, "eta_seconds": 98241.59447828072, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.306218982630273, "fast_rcnn/fg_cls_accuracy": 0.6323191733639495, "iteration": 96039, "loss_box_reg": 0.23507241625338793, "loss_cls": 0.2372354012914002, "loss_mask": 0.2661532424390316, "loss_rpn_cls": 0.04685675818473101, "loss_rpn_loc": 0.07231905101798475, "loss_sem_seg": 0.3588291732594371, "lr": 0.02, "mask_rcnn/accuracy": 0.8992874587765646, "mask_rcnn/false_negative": 0.09506104408413543, "mask_rcnn/false_positive": 0.1133293097300325, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.571230691002711, "total_loss": 1.2227279262733646} {"data_time": 0.013305734501045663, "eta_seconds": 98230.29980942066, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.37281840966051494, "fast_rcnn/fg_cls_accuracy": 0.6019508406432749, "iteration": 96059, "loss_box_reg": 0.21529289078898728, "loss_cls": 0.21319556119851768, "loss_mask": 0.25038778968155384, "loss_rpn_cls": 0.04902501526521519, "loss_rpn_loc": 0.06927372561767697, "loss_sem_seg": 0.35938103310763836, "lr": 0.02, "mask_rcnn/accuracy": 0.8908957387289973, "mask_rcnn/false_negative": 0.09124390207133237, "mask_rcnn/false_positive": 0.13311268451446123, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5694755569966219, "total_loss": 1.1797644718317315} {"data_time": 0.012834829496569, "eta_seconds": 98140.8515654886, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.40057471264367817, "fast_rcnn/fg_cls_accuracy": 0.5513722730471499, "iteration": 96079, "loss_box_reg": 0.22846008464694023, "loss_cls": 0.1967265463899821, "loss_mask": 0.2520848037675023, "loss_rpn_cls": 0.04643239552387968, "loss_rpn_loc": 0.07597827492281795, "loss_sem_seg": 0.31973486207425594, "lr": 0.02, "mask_rcnn/accuracy": 0.8982516190895373, "mask_rcnn/false_negative": 0.0829531654029564, "mask_rcnn/false_positive": 0.12046567168081661, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5507998219982255, "total_loss": 1.1106204906536732} {"data_time": 0.01255356000183383, "eta_seconds": 98138.75976787004, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.34188254342066526, "fast_rcnn/fg_cls_accuracy": 0.5285420619860848, "iteration": 96099, "loss_box_reg": 0.2380467401817441, "loss_cls": 0.23821149533614516, "loss_mask": 0.25548585411161184, "loss_rpn_cls": 0.04740565619431436, "loss_rpn_loc": 0.07929992623394355, "loss_sem_seg": 0.3261360563337803, "lr": 0.02, "mask_rcnn/accuracy": 0.8826902074650282, "mask_rcnn/false_negative": 0.10157129146813053, "mask_rcnn/false_positive": 0.12331699408706889, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5708759879962599, "total_loss": 1.2315547453181352} {"data_time": 0.012878773002739763, "eta_seconds": 98196.41580284046, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.38166163901458017, "fast_rcnn/fg_cls_accuracy": 0.6076404327849414, "iteration": 96119, "loss_box_reg": 0.22779221832752228, "loss_cls": 0.22272712923586369, "loss_mask": 0.2677416354417801, "loss_rpn_cls": 0.049295331235043705, "loss_rpn_loc": 0.08387460667290725, "loss_sem_seg": 0.3490379136055708, "lr": 0.02, "mask_rcnn/accuracy": 0.8869740665552106, "mask_rcnn/false_negative": 0.08288734259625932, "mask_rcnn/false_positive": 0.12469164419283446, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5687507184993592, "total_loss": 1.202087046141969} {"data_time": 0.012751611997373402, "eta_seconds": 98185.1211339804, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.24372073222647936, "fast_rcnn/fg_cls_accuracy": 0.6886542189572493, "iteration": 96139, "loss_box_reg": 0.22712956927716732, "loss_cls": 0.19990795035846531, "loss_mask": 0.24517135648056865, "loss_rpn_cls": 0.040877813240513206, "loss_rpn_loc": 0.06512668268987909, "loss_sem_seg": 0.29467059252783656, "lr": 0.02, "mask_rcnn/accuracy": 0.9051084248816994, "mask_rcnn/false_negative": 0.07642986267421487, "mask_rcnn/false_positive": 0.11899120924074133, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5675866850033344, "total_loss": 1.08764494080242} {"data_time": 0.013054251001449302, "eta_seconds": 98095.70883904821, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.36898395721925137, "fast_rcnn/fg_cls_accuracy": 0.596985901798736, "iteration": 96159, "loss_box_reg": 0.214639751939103, "loss_cls": 0.21112339431419969, "loss_mask": 0.25370054692029953, "loss_rpn_cls": 0.04767052293755114, "loss_rpn_loc": 0.08983977322350256, "loss_sem_seg": 0.3482465432025492, "lr": 0.02, "mask_rcnn/accuracy": 0.9059246051896013, "mask_rcnn/false_negative": 0.08582035884806236, "mask_rcnn/false_positive": 0.10424852756304204, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5505622069977107, "total_loss": 1.1666495042445604} {"data_time": 0.012766458999976749, "eta_seconds": 98169.75536207709, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3350083752093802, "fast_rcnn/fg_cls_accuracy": 0.6124886260236578, "iteration": 96179, "loss_box_reg": 0.26378940767608583, "loss_cls": 0.23549771565012634, "loss_mask": 0.26801695115864277, "loss_rpn_cls": 0.0431829082663171, "loss_rpn_loc": 0.0809200907824561, "loss_sem_seg": 0.3590037953108549, "lr": 0.02, "mask_rcnn/accuracy": 0.8824647016296916, "mask_rcnn/false_negative": 0.09189511817445392, "mask_rcnn/false_positive": 0.11621122300223294, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5679136095022841, "total_loss": 1.1778818285820307} {"data_time": 0.012643368001590716, "eta_seconds": 98053.39654978225, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.3427610759493671, "fast_rcnn/fg_cls_accuracy": 0.622626582278481, "iteration": 96199, "loss_box_reg": 0.24005432706326246, "loss_cls": 0.23274941090494394, "loss_mask": 0.2597121694125235, "loss_rpn_cls": 0.054559768934268504, "loss_rpn_loc": 0.08037636004155502, "loss_sem_seg": 0.32745880261063576, "lr": 0.02, "mask_rcnn/accuracy": 0.8993457570493988, "mask_rcnn/false_negative": 0.09772871852059263, "mask_rcnn/false_positive": 0.10570932330459923, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5488034589980089, "total_loss": 1.1741046314418782} {"data_time": 0.013092682002024958, "eta_seconds": 97998.45405232199, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.30673588692086207, "fast_rcnn/fg_cls_accuracy": 0.6774309978768578, "iteration": 96219, "loss_box_reg": 0.23019873956218362, "loss_cls": 0.21484772488474846, "loss_mask": 0.2707328563556075, "loss_rpn_cls": 0.0442117887432687, "loss_rpn_loc": 0.07554239797173068, "loss_sem_seg": 0.3168274164199829, "lr": 0.02, "mask_rcnn/accuracy": 0.8920335462429246, "mask_rcnn/false_negative": 0.09926810425131785, "mask_rcnn/false_positive": 0.09713360617520592, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5590557614996214, "total_loss": 1.1665675922413357} {"data_time": 0.013094535501295468, "eta_seconds": 97998.14259244573, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3474428997020854, "fast_rcnn/fg_cls_accuracy": 0.6256327657616199, "iteration": 96239, "loss_box_reg": 0.22171999537386, "loss_cls": 0.21519493428058922, "loss_mask": 0.24820125196129084, "loss_rpn_cls": 0.04411307659756858, "loss_rpn_loc": 0.0725898842792958, "loss_sem_seg": 0.31149899307638407, "lr": 0.02, "mask_rcnn/accuracy": 0.8933305249502663, "mask_rcnn/false_negative": 0.09597948542274093, "mask_rcnn/false_positive": 0.11835480165621166, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5644053444993915, "total_loss": 1.1313635446858825} {"data_time": 0.01170516349884565, "eta_seconds": 97964.39971025453, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.35624586913417056, "fast_rcnn/fg_cls_accuracy": 0.5538909696213067, "iteration": 96259, "loss_box_reg": 0.23867139860522002, "loss_cls": 0.21190771413967013, "loss_mask": 0.2507858374156058, "loss_rpn_cls": 0.04979342618025839, "loss_rpn_loc": 0.07462909916648641, "loss_sem_seg": 0.30461633391678333, "lr": 0.02, "mask_rcnn/accuracy": 0.9021537493215944, "mask_rcnn/false_negative": 0.08951338369893058, "mask_rcnn/false_positive": 0.1209071845180657, "roi_head/num_bg_samples": 457.25, "roi_head/num_fg_samples": 54.75, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5635026450036094, "total_loss": 1.1289277838659473} {"data_time": 0.012507147999713197, "eta_seconds": 97875.86231809005, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3046841426729695, "fast_rcnn/fg_cls_accuracy": 0.6352564102564102, "iteration": 96279, "loss_box_reg": 0.23767927382141352, "loss_cls": 0.22662572469562292, "loss_mask": 0.2559367511421442, "loss_rpn_cls": 0.04044493631226942, "loss_rpn_loc": 0.07409142615506425, "loss_sem_seg": 0.37736422289162874, "lr": 0.02, "mask_rcnn/accuracy": 0.8971606057549792, "mask_rcnn/false_negative": 0.10019390170087701, "mask_rcnn/false_positive": 0.09637621432542456, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5502249019991723, "total_loss": 1.2117441240188782} {"data_time": 0.013018163499509683, "eta_seconds": 97835.82787483928, "fast_rcnn/cls_accuracy": 0.90771484375, "fast_rcnn/false_negative": 0.35, "fast_rcnn/fg_cls_accuracy": 0.6005847953216374, "iteration": 96299, "loss_box_reg": 0.25778080709278584, "loss_cls": 0.22930162586271763, "loss_mask": 0.27616582065820694, "loss_rpn_cls": 0.05386364198056981, "loss_rpn_loc": 0.09371079260017723, "loss_sem_seg": 0.31017136946320534, "lr": 0.02, "mask_rcnn/accuracy": 0.8836037977428868, "mask_rcnn/false_negative": 0.11003398351168531, "mask_rcnn/false_positive": 0.12673726246992018, "roi_head/num_bg_samples": 429.5, "roi_head/num_fg_samples": 82.5, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5641660554974806, "total_loss": 1.286185616219882} {"data_time": 0.01384009200046421, "eta_seconds": 97853.32598400998, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.3859217426381606, "fast_rcnn/fg_cls_accuracy": 0.5473883110080072, "iteration": 96319, "loss_box_reg": 0.21145719988271594, "loss_cls": 0.20295652886852622, "loss_mask": 0.254887412302196, "loss_rpn_cls": 0.04357069521211088, "loss_rpn_loc": 0.07608790128142573, "loss_sem_seg": 0.3609478548169136, "lr": 0.02, "mask_rcnn/accuracy": 0.8940484664925694, "mask_rcnn/false_negative": 0.09633645644606392, "mask_rcnn/false_positive": 0.11732910934947134, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5593483110023953, "total_loss": 1.1865019172837492} {"data_time": 0.013580426497355802, "eta_seconds": 97867.5155635945, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.3283957932158199, "fast_rcnn/fg_cls_accuracy": 0.6487038957191527, "iteration": 96339, "loss_box_reg": 0.243911869591102, "loss_cls": 0.21198181994259357, "loss_mask": 0.2525082207284868, "loss_rpn_cls": 0.05136320763267577, "loss_rpn_loc": 0.07712500766501762, "loss_sem_seg": 0.29379681311547756, "lr": 0.02, "mask_rcnn/accuracy": 0.8803343658892129, "mask_rcnn/false_negative": 0.09890349532635073, "mask_rcnn/false_positive": 0.14134430043655738, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5671106794980005, "total_loss": 1.1666979242290836} {"data_time": 0.012393479999445844, "eta_seconds": 97842.09619652643, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3484336609336609, "fast_rcnn/fg_cls_accuracy": 0.6185855263157896, "iteration": 96359, "loss_box_reg": 0.22271457151509821, "loss_cls": 0.21760230604559183, "loss_mask": 0.2503268662840128, "loss_rpn_cls": 0.043064955025329255, "loss_rpn_loc": 0.06933930158265866, "loss_sem_seg": 0.3056658363202587, "lr": 0.02, "mask_rcnn/accuracy": 0.8963729722658293, "mask_rcnn/false_negative": 0.0979820934160069, "mask_rcnn/false_positive": 0.10798546795482436, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5744383899982495, "total_loss": 1.11650776337774} {"data_time": 0.012712322000879794, "eta_seconds": 97830.82672719643, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.3416553929405977, "fast_rcnn/fg_cls_accuracy": 0.6148717168644153, "iteration": 96379, "loss_box_reg": 0.2530016493983567, "loss_cls": 0.24430718179792166, "loss_mask": 0.2607008065097034, "loss_rpn_cls": 0.04091258841799572, "loss_rpn_loc": 0.0701246329699643, "loss_sem_seg": 0.35429598623886704, "lr": 0.02, "mask_rcnn/accuracy": 0.8972807564840533, "mask_rcnn/false_negative": 0.09176732995680226, "mask_rcnn/false_positive": 0.1343185189573817, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5635127290006494, "total_loss": 1.1938117843528744} {"data_time": 0.013373694000620162, "eta_seconds": 97779.50360043968, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.33819951338199516, "fast_rcnn/fg_cls_accuracy": 0.6182182182182182, "iteration": 96399, "loss_box_reg": 0.24266353994607925, "loss_cls": 0.22247187979519367, "loss_mask": 0.26580912340432405, "loss_rpn_cls": 0.054396895167883486, "loss_rpn_loc": 0.08407371981593315, "loss_sem_seg": 0.30888986214995384, "lr": 0.02, "mask_rcnn/accuracy": 0.9036677170868348, "mask_rcnn/false_negative": 0.09303360088049883, "mask_rcnn/false_positive": 0.11199731587093295, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5554840765034896, "total_loss": 1.1922912155860104} {"data_time": 0.012399532002746128, "eta_seconds": 97784.37266602728, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.3413113818043395, "fast_rcnn/fg_cls_accuracy": 0.5686452045606976, "iteration": 96419, "loss_box_reg": 0.21300866903038695, "loss_cls": 0.20856026792898774, "loss_mask": 0.26903252117335796, "loss_rpn_cls": 0.050811948312912136, "loss_rpn_loc": 0.0790555392159149, "loss_sem_seg": 0.31671190168708563, "lr": 0.02, "mask_rcnn/accuracy": 0.8941476001710176, "mask_rcnn/false_negative": 0.10567919589274416, "mask_rcnn/false_positive": 0.11918849538664367, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5657377874995291, "total_loss": 1.1591870534757618} {"data_time": 0.01341678699827753, "eta_seconds": 97791.0012201306, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.3134233662648418, "fast_rcnn/fg_cls_accuracy": 0.5974706589366516, "iteration": 96439, "loss_box_reg": 0.23894192231819034, "loss_cls": 0.21948657324537635, "loss_mask": 0.25961674796417356, "loss_rpn_cls": 0.046418032492510974, "loss_rpn_loc": 0.07836852050968446, "loss_sem_seg": 0.32618357380852103, "lr": 0.02, "mask_rcnn/accuracy": 0.8725662566162828, "mask_rcnn/false_negative": 0.11705894258888278, "mask_rcnn/false_positive": 0.1417769217165915, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.5563516619986331, "total_loss": 1.2132936760317534} {"data_time": 0.01286661400081357, "eta_seconds": 97785.74884987643, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3292428975159899, "fast_rcnn/fg_cls_accuracy": 0.6296105854929384, "iteration": 96459, "loss_box_reg": 0.22736384556628764, "loss_cls": 0.20662016235291958, "loss_mask": 0.26504938304424286, "loss_rpn_cls": 0.04929303843528032, "loss_rpn_loc": 0.07315673367702402, "loss_sem_seg": 0.35378930624574423, "lr": 0.02, "mask_rcnn/accuracy": 0.8894987498366349, "mask_rcnn/false_negative": 0.09164052338501061, "mask_rcnn/false_positive": 0.12324200737120931, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5650299320004706, "total_loss": 1.1785057291563135} {"data_time": 0.013431964500341564, "eta_seconds": 97774.47938054643, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.33256104081268933, "fast_rcnn/fg_cls_accuracy": 0.6021205357142857, "iteration": 96479, "loss_box_reg": 0.22282378864474595, "loss_cls": 0.21924694231711328, "loss_mask": 0.25806247163563967, "loss_rpn_cls": 0.044313723512459546, "loss_rpn_loc": 0.06852086988510564, "loss_sem_seg": 0.3157730754464865, "lr": 0.02, "mask_rcnn/accuracy": 0.8971546023101322, "mask_rcnn/false_negative": 0.10048837588200923, "mask_rcnn/false_positive": 0.1098794638357422, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.5632138125001802, "total_loss": 1.1733259943139274} {"data_time": 0.012136558998463443, "eta_seconds": 97723.17932604009, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.37270294380017843, "fast_rcnn/fg_cls_accuracy": 0.5683014354066986, "iteration": 96499, "loss_box_reg": 0.22895654384046793, "loss_cls": 0.22840423369780183, "loss_mask": 0.2690903339534998, "loss_rpn_cls": 0.043517208978300914, "loss_rpn_loc": 0.07617309057968669, "loss_sem_seg": 0.3392961642239243, "lr": 0.02, "mask_rcnn/accuracy": 0.8938696783788809, "mask_rcnn/false_negative": 0.09546088639301031, "mask_rcnn/false_positive": 0.09881683215354248, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.5550069960008841, "total_loss": 1.2017543426482007} {"data_time": 0.012381734501104802, "eta_seconds": 97670.97677283073, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.34627222982216144, "fast_rcnn/fg_cls_accuracy": 0.6304719562243501, "iteration": 96519, "loss_box_reg": 0.21623495919629931, "loss_cls": 0.21003311988897622, "loss_mask": 0.2588707571849227, "loss_rpn_cls": 0.04208752591512166, "loss_rpn_loc": 0.07135574979474768, "loss_sem_seg": 0.3237398792989552, "lr": 0.02, "mask_rcnn/accuracy": 0.8901246946885346, "mask_rcnn/false_negative": 0.1128832006882712, "mask_rcnn/false_positive": 0.13516092879209946, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.5614652014992316, "total_loss": 1.1729742169263773} {"data_time": 0.012263002998224692, "eta_seconds": 97659.71663751069, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.29373787132407825, "fast_rcnn/fg_cls_accuracy": 0.6252403846153847, "iteration": 96539, "loss_box_reg": 0.22822366608306766, "loss_cls": 0.203157439827919, "loss_mask": 0.2571928119286895, "loss_rpn_cls": 0.04162929924495984, "loss_rpn_loc": 0.0697937655786518, "loss_sem_seg": 0.3296840484254062, "lr": 0.02, "mask_rcnn/accuracy": 0.8867175235478807, "mask_rcnn/false_negative": 0.09650737041482849, "mask_rcnn/false_positive": 0.12757331190538773, "roi_head/num_bg_samples": 459.25, "roi_head/num_fg_samples": 52.75, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5655585485001211, "total_loss": 1.1003277460986283} {"data_time": 0.013187524498789571, "eta_seconds": 97648.45650219065, "fast_rcnn/cls_accuracy": 0.912109375, "fast_rcnn/false_negative": 0.39534210308596013, "fast_rcnn/fg_cls_accuracy": 0.590801687763713, "iteration": 96559, "loss_box_reg": 0.2335708369500935, "loss_cls": 0.21737502375617623, "loss_mask": 0.2603408023715019, "loss_rpn_cls": 0.04261130202212371, "loss_rpn_loc": 0.07096009055385366, "loss_sem_seg": 0.35122940316796303, "lr": 0.02, "mask_rcnn/accuracy": 0.887394912797669, "mask_rcnn/false_negative": 0.09176649562860609, "mask_rcnn/false_positive": 0.1343973119875925, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.5639231654968171, "total_loss": 1.189791516686455} {"data_time": 0.011898218497663038, "eta_seconds": 97614.99709094243, "fast_rcnn/cls_accuracy": 0.9111328125, "fast_rcnn/false_negative": 0.3477365820700139, "fast_rcnn/fg_cls_accuracy": 0.6208666767325985, "iteration": 96579, "loss_box_reg": 0.2423186944797635, "loss_cls": 0.2266966551542282, "loss_mask": 0.25564247742295265, "loss_rpn_cls": 0.049715069122612476, "loss_rpn_loc": 0.07673460256773978, "loss_sem_seg": 0.3212369028478861, "lr": 0.02, "mask_rcnn/accuracy": 0.8871631957636097, "mask_rcnn/false_negative": 0.1280039936737457, "mask_rcnn/false_positive": 0.12090058729678056, "roi_head/num_bg_samples": 429.5, "roi_head/num_fg_samples": 82.5, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.5578967620022013, "total_loss": 1.2039570618071593} {"data_time": 0.013498572501703165, "eta_seconds": 97588.8263358686, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.36474471830985916, "fast_rcnn/fg_cls_accuracy": 0.5498110533774209, "iteration": 96599, "loss_box_reg": 0.23273426084779203, "loss_cls": 0.21028690552338958, "loss_mask": 0.25942072458565235, "loss_rpn_cls": 0.04407904393156059, "loss_rpn_loc": 0.08295023703249171, "loss_sem_seg": 0.30585966433864087, "lr": 0.02, "mask_rcnn/accuracy": 0.8719963329081633, "mask_rcnn/false_negative": 0.11241066900957342, "mask_rcnn/false_positive": 0.13378399170209954, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.562912936500652, "total_loss": 1.1124764641281217} {"data_time": 0.012047904001519782, "eta_seconds": 97614.67609623051, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3159722222222222, "fast_rcnn/fg_cls_accuracy": 0.5957746478873239, "iteration": 96619, "loss_box_reg": 0.24988102028146386, "loss_cls": 0.22718535363674164, "loss_mask": 0.2638687565922737, "loss_rpn_cls": 0.04790834622690454, "loss_rpn_loc": 0.0924910904141143, "loss_sem_seg": 0.29511722177267075, "lr": 0.02, "mask_rcnn/accuracy": 0.9097516414352627, "mask_rcnn/false_negative": 0.08001075609521599, "mask_rcnn/false_positive": 0.11672049621162409, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 234.5, "rpn/num_pos_anchors": 21.5, "time": 0.5699828374999925, "total_loss": 1.199323367094621} {"data_time": 0.011908081000001403, "eta_seconds": 97644.32534188066, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.3507360279441118, "fast_rcnn/fg_cls_accuracy": 0.6296895750332006, "iteration": 96639, "loss_box_reg": 0.23562636389397085, "loss_cls": 0.22562942374497652, "loss_mask": 0.259478323161602, "loss_rpn_cls": 0.043865572290087584, "loss_rpn_loc": 0.060876771982293576, "loss_sem_seg": 0.3328787055797875, "lr": 0.02, "mask_rcnn/accuracy": 0.8965269971179057, "mask_rcnn/false_negative": 0.09108825893681136, "mask_rcnn/false_positive": 0.10661237517566477, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5718267530028243, "total_loss": 1.1644944614672568} {"data_time": 0.012619598499441054, "eta_seconds": 97662.87288646221, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.3466164762893735, "fast_rcnn/fg_cls_accuracy": 0.5888594164456233, "iteration": 96659, "loss_box_reg": 0.2366104801185429, "loss_cls": 0.22365908976644278, "loss_mask": 0.27672952227294445, "loss_rpn_cls": 0.044210906882653944, "loss_rpn_loc": 0.07475682848598808, "loss_sem_seg": 0.34057542448863387, "lr": 0.02, "mask_rcnn/accuracy": 0.8688582886206125, "mask_rcnn/false_negative": 0.11545578166200293, "mask_rcnn/false_positive": 0.13739792770458006, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5650778384988371, "total_loss": 1.2279272809391841} {"data_time": 0.013984980501845712, "eta_seconds": 97684.25965374362, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.3045977011494253, "fast_rcnn/fg_cls_accuracy": 0.5695906432748538, "iteration": 96679, "loss_box_reg": 0.24515258288010955, "loss_cls": 0.22239189385436475, "loss_mask": 0.2626709621399641, "loss_rpn_cls": 0.04668567258340772, "loss_rpn_loc": 0.08768255106406286, "loss_sem_seg": 0.3702347124926746, "lr": 0.02, "mask_rcnn/accuracy": 0.883963444469243, "mask_rcnn/false_negative": 0.09440362460576775, "mask_rcnn/false_positive": 0.13145930335405487, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.57442903649644, "total_loss": 1.2196773034520447} {"data_time": 0.013011006503802491, "eta_seconds": 97654.62271174986, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.301131221719457, "fast_rcnn/fg_cls_accuracy": 0.6321266968325792, "iteration": 96699, "loss_box_reg": 0.22290780791081488, "loss_cls": 0.2103410535492003, "loss_mask": 0.26809247117489576, "loss_rpn_cls": 0.046937978302594274, "loss_rpn_loc": 0.08040830778190866, "loss_sem_seg": 0.3335970672778785, "lr": 0.02, "mask_rcnn/accuracy": 0.8865204983508554, "mask_rcnn/false_negative": 0.08667839018804288, "mask_rcnn/false_positive": 0.13658482507059538, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 235.5, "rpn/num_pos_anchors": 20.5, "time": 0.55758255299952, "total_loss": 1.2106185227748938} {"data_time": 0.012263280499610119, "eta_seconds": 97661.71552818382, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.3517400568181818, "fast_rcnn/fg_cls_accuracy": 0.5915499048607507, "iteration": 96719, "loss_box_reg": 0.25068544317036867, "loss_cls": 0.21977535961195827, "loss_mask": 0.26439304323866963, "loss_rpn_cls": 0.04776697629131377, "loss_rpn_loc": 0.10181637050118297, "loss_sem_seg": 0.28726289235055447, "lr": 0.02, "mask_rcnn/accuracy": 0.8832506231084208, "mask_rcnn/false_negative": 0.11012976595099491, "mask_rcnn/false_positive": 0.12758778477812316, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.576760916497733, "total_loss": 1.205587628937792} {"data_time": 0.013288701000419678, "eta_seconds": 97717.18975468016, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.36872082166199815, "fast_rcnn/fg_cls_accuracy": 0.5761967949372258, "iteration": 96739, "loss_box_reg": 0.225705107441172, "loss_cls": 0.22092356183566153, "loss_mask": 0.25290676672011614, "loss_rpn_cls": 0.04902051099634264, "loss_rpn_loc": 0.07854687341023237, "loss_sem_seg": 0.35531655978411436, "lr": 0.02, "mask_rcnn/accuracy": 0.8816650722462283, "mask_rcnn/false_negative": 0.09880094003204234, "mask_rcnn/false_positive": 0.1486111236392959, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5796555410015571, "total_loss": 1.2000303830573102} {"data_time": 0.011897429500095313, "eta_seconds": 97720.533692901, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.4054446460980036, "fast_rcnn/fg_cls_accuracy": 0.5679943100995732, "iteration": 96759, "loss_box_reg": 0.2335083857178688, "loss_cls": 0.21404362842440605, "loss_mask": 0.2637177137658, "loss_rpn_cls": 0.04748375911731273, "loss_rpn_loc": 0.07346433060592972, "loss_sem_seg": 0.3230246102903038, "lr": 0.02, "mask_rcnn/accuracy": 0.8903715332286761, "mask_rcnn/false_negative": 0.09896520583362758, "mask_rcnn/false_positive": 0.12941650626716122, "roi_head/num_bg_samples": 460.0, "roi_head/num_fg_samples": 52.0, "rpn/num_neg_anchors": 235.5, "rpn/num_pos_anchors": 20.5, "time": 0.564032837501145, "total_loss": 1.1841960490564816} {"data_time": 0.012307964003412053, "eta_seconds": 97630.35422804694, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.3449435531788473, "fast_rcnn/fg_cls_accuracy": 0.6151586368977673, "iteration": 96779, "loss_box_reg": 0.23958437144756317, "loss_cls": 0.20467284973710775, "loss_mask": 0.2572421911172569, "loss_rpn_cls": 0.04540416569216177, "loss_rpn_loc": 0.07101394038181752, "loss_sem_seg": 0.3506124122068286, "lr": 0.02, "mask_rcnn/accuracy": 0.8803584111201299, "mask_rcnn/false_negative": 0.09239998081542736, "mask_rcnn/false_positive": 0.1141095691366911, "roi_head/num_bg_samples": 458.75, "roi_head/num_fg_samples": 53.25, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5704765484988457, "total_loss": 1.1805881249019876} {"data_time": 0.012722285497147823, "eta_seconds": 97619.08188182702, "fast_rcnn/cls_accuracy": 0.91064453125, "fast_rcnn/false_negative": 0.3587163900967255, "fast_rcnn/fg_cls_accuracy": 0.609719857090387, "iteration": 96799, "loss_box_reg": 0.2678974401205778, "loss_cls": 0.23828684957697988, "loss_mask": 0.26875575724989176, "loss_rpn_cls": 0.04674680077005178, "loss_rpn_loc": 0.09402395426877774, "loss_sem_seg": 0.3204132644459605, "lr": 0.02, "mask_rcnn/accuracy": 0.8803824721377913, "mask_rcnn/false_negative": 0.11837494214110796, "mask_rcnn/false_positive": 0.13353362611592828, "roi_head/num_bg_samples": 428.75, "roi_head/num_fg_samples": 83.25, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.5792165354978351, "total_loss": 1.2187582148471847} {"data_time": 0.012997557500057155, "eta_seconds": 97587.00305158974, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.35792546026044003, "fast_rcnn/fg_cls_accuracy": 0.6109115401885945, "iteration": 96819, "loss_box_reg": 0.2320258212275803, "loss_cls": 0.2188890038523823, "loss_mask": 0.25646813260391355, "loss_rpn_cls": 0.04148528401856311, "loss_rpn_loc": 0.07536343584069982, "loss_sem_seg": 0.29280882561579347, "lr": 0.02, "mask_rcnn/accuracy": 0.8625686825821695, "mask_rcnn/false_negative": 0.1186051973332261, "mask_rcnn/false_positive": 0.16000323116749754, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5512523265024356, "total_loss": 1.143896424851846} {"data_time": 0.01387406799767632, "eta_seconds": 97596.53718938718, "fast_rcnn/cls_accuracy": 0.91259765625, "fast_rcnn/false_negative": 0.41401689231151406, "fast_rcnn/fg_cls_accuracy": 0.5713839425179632, "iteration": 96839, "loss_box_reg": 0.26453711092472076, "loss_cls": 0.23802576446905732, "loss_mask": 0.2635861490853131, "loss_rpn_cls": 0.04524981079157442, "loss_rpn_loc": 0.08926080123637803, "loss_sem_seg": 0.28610701905563474, "lr": 0.02, "mask_rcnn/accuracy": 0.8934497661255636, "mask_rcnn/false_negative": 0.08721824247814478, "mask_rcnn/false_positive": 0.14801306091453204, "roi_head/num_bg_samples": 431.0, "roi_head/num_fg_samples": 81.0, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.579925664998882, "total_loss": 1.1953056182828732} {"data_time": 0.012943537501996616, "eta_seconds": 97606.0370882785, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3429963798384851, "fast_rcnn/fg_cls_accuracy": 0.5958645670875886, "iteration": 96859, "loss_box_reg": 0.24005283566657454, "loss_cls": 0.22013844549655914, "loss_mask": 0.2623080862686038, "loss_rpn_cls": 0.04822639506892301, "loss_rpn_loc": 0.07108932727715, "loss_sem_seg": 0.3060384406708181, "lr": 0.02, "mask_rcnn/accuracy": 0.8921952142060838, "mask_rcnn/false_negative": 0.08872719468934653, "mask_rcnn/false_positive": 0.11766384881594771, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.5734147414950712, "total_loss": 1.1437960042239865} {"data_time": 0.013205633000325179, "eta_seconds": 97573.99249694734, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.33718689788053946, "fast_rcnn/fg_cls_accuracy": 0.6180371352785146, "iteration": 96879, "loss_box_reg": 0.23251652816543356, "loss_cls": 0.21361121092922986, "loss_mask": 0.24902037344872952, "loss_rpn_cls": 0.04256621090462431, "loss_rpn_loc": 0.07849858881672844, "loss_sem_seg": 0.33479882474057376, "lr": 0.02, "mask_rcnn/accuracy": 0.8834059086597602, "mask_rcnn/false_negative": 0.1061666697932093, "mask_rcnn/false_positive": 0.119342901344161, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5647237720040721, "total_loss": 1.1569227144354954} {"data_time": 0.013236447997769574, "eta_seconds": 97614.28018816686, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.36266588184931503, "fast_rcnn/fg_cls_accuracy": 0.5706952003958436, "iteration": 96899, "loss_box_reg": 0.24856298649683595, "loss_cls": 0.2352702748030424, "loss_mask": 0.25938622327521443, "loss_rpn_cls": 0.045999202062375844, "loss_rpn_loc": 0.08762667560949922, "loss_sem_seg": 0.309869566000998, "lr": 0.02, "mask_rcnn/accuracy": 0.8872734309670712, "mask_rcnn/false_negative": 0.09859648835771644, "mask_rcnn/false_positive": 0.11519174314066703, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.5643851490021916, "total_loss": 1.2485713194328127} {"data_time": 0.012404234501445899, "eta_seconds": 97699.39354892026, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.3952212090509963, "fast_rcnn/fg_cls_accuracy": 0.5926029265873016, "iteration": 96919, "loss_box_reg": 0.2250870312564075, "loss_cls": 0.20859914179891348, "loss_mask": 0.25300764851272106, "loss_rpn_cls": 0.04394648005836643, "loss_rpn_loc": 0.07967360399197787, "loss_sem_seg": 0.31667439127340913, "lr": 0.02, "mask_rcnn/accuracy": 0.8905443448678221, "mask_rcnn/false_negative": 0.07946263614468235, "mask_rcnn/false_positive": 0.12482782376569468, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.5637137714984419, "total_loss": 1.1309617680963129} {"data_time": 0.012552092000987614, "eta_seconds": 97767.18234122488, "fast_rcnn/cls_accuracy": 0.904296875, "fast_rcnn/false_negative": 0.37706797706797707, "fast_rcnn/fg_cls_accuracy": 0.6104124355569442, "iteration": 96939, "loss_box_reg": 0.2430599480867386, "loss_cls": 0.22679618932306767, "loss_mask": 0.25172873120754957, "loss_rpn_cls": 0.043613420508336276, "loss_rpn_loc": 0.06735713267698884, "loss_sem_seg": 0.3222083281725645, "lr": 0.02, "mask_rcnn/accuracy": 0.8688074821150491, "mask_rcnn/false_negative": 0.1030420680803766, "mask_rcnn/false_positive": 0.15652592651867853, "roi_head/num_bg_samples": 428.25, "roi_head/num_fg_samples": 83.75, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5670614080008818, "total_loss": 1.1877653442206793} {"data_time": 0.012405549499817425, "eta_seconds": 97726.10470314833, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.42985986881335714, "fast_rcnn/fg_cls_accuracy": 0.5192592592592593, "iteration": 96959, "loss_box_reg": 0.23387595545500517, "loss_cls": 0.2371619320474565, "loss_mask": 0.2636463353410363, "loss_rpn_cls": 0.04335592617280781, "loss_rpn_loc": 0.08065189915942028, "loss_sem_seg": 0.3141971160657704, "lr": 0.02, "mask_rcnn/accuracy": 0.8785901766485489, "mask_rcnn/false_negative": 0.104049009836086, "mask_rcnn/false_positive": 0.1353892366016048, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5711917094995442, "total_loss": 1.2008868664561305} {"data_time": 0.012457988497772021, "eta_seconds": 97708.97321980746, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.3512658227848101, "fast_rcnn/fg_cls_accuracy": 0.6125, "iteration": 96979, "loss_box_reg": 0.2172805042937398, "loss_cls": 0.23032151581719518, "loss_mask": 0.259694067761302, "loss_rpn_cls": 0.039913114516821224, "loss_rpn_loc": 0.06937511908472516, "loss_sem_seg": 0.3409069241024554, "lr": 0.02, "mask_rcnn/accuracy": 0.8797782133686808, "mask_rcnn/false_negative": 0.10036285353077529, "mask_rcnn/false_positive": 0.1402830912849949, "roi_head/num_bg_samples": 461.75, "roi_head/num_fg_samples": 50.25, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5570181989969569, "total_loss": 1.2029257223039167} {"data_time": 0.011774990001867991, "eta_seconds": 97678.03146449917, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.42017738359201773, "fast_rcnn/fg_cls_accuracy": 0.5457157784743991, "iteration": 96999, "loss_box_reg": 0.23682911694049835, "loss_cls": 0.2263899683021009, "loss_mask": 0.2669738829135895, "loss_rpn_cls": 0.03924055126844905, "loss_rpn_loc": 0.07214684039354324, "loss_sem_seg": 0.35804899176582694, "lr": 0.02, "mask_rcnn/accuracy": 0.870447268656999, "mask_rcnn/false_negative": 0.10923921214416198, "mask_rcnn/false_positive": 0.1283051106074211, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5484916320019693, "total_loss": 1.1444198522658553} {"data_time": 0.01216882849985268, "eta_seconds": 97677.42396248653, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.308933354980112, "fast_rcnn/fg_cls_accuracy": 0.6362047043865227, "iteration": 97019, "loss_box_reg": 0.2367606209591031, "loss_cls": 0.21676884545013309, "loss_mask": 0.2669567549601197, "loss_rpn_cls": 0.04295884122257121, "loss_rpn_loc": 0.07647422296577133, "loss_sem_seg": 0.32194722769781947, "lr": 0.02, "mask_rcnn/accuracy": 0.8923090196524643, "mask_rcnn/false_negative": 0.09483194929949436, "mask_rcnn/false_positive": 0.12366342594231368, "roi_head/num_bg_samples": 459.5, "roi_head/num_fg_samples": 52.5, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5570255025013466, "total_loss": 1.16439673442801} {"data_time": 0.012381076001474867, "eta_seconds": 97547.99324232941, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.3902845424250192, "fast_rcnn/fg_cls_accuracy": 0.5788686661539777, "iteration": 97039, "loss_box_reg": 0.23850143398158252, "loss_cls": 0.21508688619360328, "loss_mask": 0.2504908563569188, "loss_rpn_cls": 0.046833167943987064, "loss_rpn_loc": 0.08176701870979741, "loss_sem_seg": 0.31645619217306376, "lr": 0.02, "mask_rcnn/accuracy": 0.8924068072252977, "mask_rcnn/false_negative": 0.09627563965039096, "mask_rcnn/false_positive": 0.13084153886508748, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5561276724984054, "total_loss": 1.1703198306786362} {"data_time": 0.01269166249767295, "eta_seconds": 97592.82945655943, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.3511059253246753, "fast_rcnn/fg_cls_accuracy": 0.6037411526794743, "iteration": 97059, "loss_box_reg": 0.2408819708507508, "loss_cls": 0.22938903770409524, "loss_mask": 0.24946837686002254, "loss_rpn_cls": 0.05018233729060739, "loss_rpn_loc": 0.08097641629865393, "loss_sem_seg": 0.30174135183915496, "lr": 0.02, "mask_rcnn/accuracy": 0.8835887357092714, "mask_rcnn/false_negative": 0.10245406361079987, "mask_rcnn/false_positive": 0.12352378166696376, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 206.5, "rpn/num_pos_anchors": 49.5, "time": 0.571481674502138, "total_loss": 1.1484576240181923} {"data_time": 0.012374869496852625, "eta_seconds": 97688.09227744522, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3609457349209448, "fast_rcnn/fg_cls_accuracy": 0.6216724958709803, "iteration": 97079, "loss_box_reg": 0.23750434257090092, "loss_cls": 0.23230352671816945, "loss_mask": 0.25811212975531816, "loss_rpn_cls": 0.04291620850563049, "loss_rpn_loc": 0.07558734965277836, "loss_sem_seg": 0.3290617149323225, "lr": 0.02, "mask_rcnn/accuracy": 0.9020598944706087, "mask_rcnn/false_negative": 0.07663299012209061, "mask_rcnn/false_positive": 0.11841483761217954, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5721597954980098, "total_loss": 1.2058427670272067} {"data_time": 0.012393859000439988, "eta_seconds": 97621.57050099925, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.4418526031102096, "fast_rcnn/fg_cls_accuracy": 0.5479664014146772, "iteration": 97099, "loss_box_reg": 0.23010710906237364, "loss_cls": 0.21497579012066126, "loss_mask": 0.26382008381187916, "loss_rpn_cls": 0.043339007534086704, "loss_rpn_loc": 0.07634024281287566, "loss_sem_seg": 0.35617480985820293, "lr": 0.02, "mask_rcnn/accuracy": 0.8640653988868274, "mask_rcnn/false_negative": 0.1015767621292604, "mask_rcnn/false_positive": 0.120732704163274, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5506879505046527, "total_loss": 1.1676763266295893} {"data_time": 0.012893243503640406, "eta_seconds": 97558.97068525942, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.3644688644688645, "fast_rcnn/fg_cls_accuracy": 0.6033083645443196, "iteration": 97119, "loss_box_reg": 0.2221093990956433, "loss_cls": 0.2027206071652472, "loss_mask": 0.2496347287669778, "loss_rpn_cls": 0.04110363870859146, "loss_rpn_loc": 0.0725081689452054, "loss_sem_seg": 0.31297534378245473, "lr": 0.02, "mask_rcnn/accuracy": 0.8980941848570414, "mask_rcnn/false_negative": 0.07420702697108325, "mask_rcnn/false_positive": 0.11978313480394306, "roi_head/num_bg_samples": 471.75, "roi_head/num_fg_samples": 40.25, "rpn/num_neg_anchors": 240.75, "rpn/num_pos_anchors": 15.25, "time": 0.5672970510022424, "total_loss": 1.0866108615882695} {"data_time": 0.012722395498713013, "eta_seconds": 97583.71315454753, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.27018229166666663, "fast_rcnn/fg_cls_accuracy": 0.6095512820512821, "iteration": 97139, "loss_box_reg": 0.2457828805781901, "loss_cls": 0.21672448189929128, "loss_mask": 0.2626546658575535, "loss_rpn_cls": 0.045303992490516976, "loss_rpn_loc": 0.07582480186829343, "loss_sem_seg": 0.33206114266067743, "lr": 0.02, "mask_rcnn/accuracy": 0.8787916303962343, "mask_rcnn/false_negative": 0.11089132944730284, "mask_rcnn/false_positive": 0.14183661764093597, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.5697661264966882, "total_loss": 1.2135554188425886} {"data_time": 0.013079022999590961, "eta_seconds": 97607.3230433574, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.387473620741634, "fast_rcnn/fg_cls_accuracy": 0.5634894302777514, "iteration": 97159, "loss_box_reg": 0.22614632942713797, "loss_cls": 0.20660221157595515, "loss_mask": 0.25656210631132126, "loss_rpn_cls": 0.04727702145464718, "loss_rpn_loc": 0.08359860314521939, "loss_sem_seg": 0.3137578400783241, "lr": 0.02, "mask_rcnn/accuracy": 0.8799491953736381, "mask_rcnn/false_negative": 0.10848145714097202, "mask_rcnn/false_positive": 0.14471707555698096, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.5627240370013169, "total_loss": 1.139124614506727} {"data_time": 0.013077670500933891, "eta_seconds": 97466.44194982237, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3416164170394865, "fast_rcnn/fg_cls_accuracy": 0.6416093928980526, "iteration": 97179, "loss_box_reg": 0.22403502138331532, "loss_cls": 0.21565219992771745, "loss_mask": 0.25683504017069936, "loss_rpn_cls": 0.04059874269296415, "loss_rpn_loc": 0.07728131680050865, "loss_sem_seg": 0.355131930205971, "lr": 0.02, "mask_rcnn/accuracy": 0.9039226367630386, "mask_rcnn/false_negative": 0.08406812123349232, "mask_rcnn/false_positive": 0.11537239402442392, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5486769039998762, "total_loss": 1.1151932819921058} {"data_time": 0.01247253549809102, "eta_seconds": 97590.56303886787, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.37537878787878787, "fast_rcnn/fg_cls_accuracy": 0.6075680272108843, "iteration": 97199, "loss_box_reg": 0.2583358036354184, "loss_cls": 0.22799603128805757, "loss_mask": 0.2666521822102368, "loss_rpn_cls": 0.05208584280626383, "loss_rpn_loc": 0.08044614910613745, "loss_sem_seg": 0.3117509367875755, "lr": 0.02, "mask_rcnn/accuracy": 0.8956089456886651, "mask_rcnn/false_negative": 0.08909485423670688, "mask_rcnn/false_positive": 0.13631642714510578, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 0.5697381610007142, "total_loss": 1.2066909000423038} {"data_time": 0.012937415500346106, "eta_seconds": 97675.53628968887, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.42997198879551823, "fast_rcnn/fg_cls_accuracy": 0.5515798676158361, "iteration": 97219, "loss_box_reg": 0.24776575691066682, "loss_cls": 0.2297966235782951, "loss_mask": 0.26465989369899035, "loss_rpn_cls": 0.042008215241367, "loss_rpn_loc": 0.0839726832928136, "loss_sem_seg": 0.3207749486900866, "lr": 0.02, "mask_rcnn/accuracy": 0.8826170604960735, "mask_rcnn/false_negative": 0.09096907359320203, "mask_rcnn/false_positive": 0.14017628969783605, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5779934909987787, "total_loss": 1.2018312925938517} {"data_time": 0.012756484000419732, "eta_seconds": 97668.4477945145, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.367755550826417, "fast_rcnn/fg_cls_accuracy": 0.6041952054794522, "iteration": 97239, "loss_box_reg": 0.22541680745780468, "loss_cls": 0.1919239277485758, "loss_mask": 0.26095512649044394, "loss_rpn_cls": 0.03644231287762523, "loss_rpn_loc": 0.06355696660466492, "loss_sem_seg": 0.357690148986876, "lr": 0.02, "mask_rcnn/accuracy": 0.8838507856364999, "mask_rcnn/false_negative": 0.10617315503780816, "mask_rcnn/false_positive": 0.14165383440563256, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5677770714974031, "total_loss": 1.146179343064432} {"data_time": 0.012961440002982272, "eta_seconds": 97663.68609397797, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3663101604278075, "fast_rcnn/fg_cls_accuracy": 0.6094116726646848, "iteration": 97259, "loss_box_reg": 0.2508958694525063, "loss_cls": 0.22340279445052147, "loss_mask": 0.26449865754693747, "loss_rpn_cls": 0.048638734384439886, "loss_rpn_loc": 0.08739025343675166, "loss_sem_seg": 0.31109653040766716, "lr": 0.02, "mask_rcnn/accuracy": 0.9033513470449989, "mask_rcnn/false_negative": 0.08488417582619473, "mask_rcnn/false_positive": 0.10301871571946705, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5668169489981665, "total_loss": 1.180848864314612} {"data_time": 0.012312879502133, "eta_seconds": 97696.16981677538, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.317645946286723, "fast_rcnn/fg_cls_accuracy": 0.5837577590323093, "iteration": 97279, "loss_box_reg": 0.22173641144763678, "loss_cls": 0.22055434226058424, "loss_mask": 0.25595820508897305, "loss_rpn_cls": 0.042888555908575654, "loss_rpn_loc": 0.05909023422282189, "loss_sem_seg": 0.3308827434666455, "lr": 0.02, "mask_rcnn/accuracy": 0.8847159824117, "mask_rcnn/false_negative": 0.10960098051437972, "mask_rcnn/false_positive": 0.11977570522418818, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5693308904992591, "total_loss": 1.1386701790615916} {"data_time": 0.012105800498829922, "eta_seconds": 97674.56259735077, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.32166316941884865, "fast_rcnn/fg_cls_accuracy": 0.596438575430172, "iteration": 97299, "loss_box_reg": 0.24516247166320682, "loss_cls": 0.2250662971055135, "loss_mask": 0.2687307745218277, "loss_rpn_cls": 0.045241113868542016, "loss_rpn_loc": 0.07106870313873515, "loss_sem_seg": 0.33993268478661776, "lr": 0.02, "mask_rcnn/accuracy": 0.9064277236991962, "mask_rcnn/false_negative": 0.0798038087378664, "mask_rcnn/false_positive": 0.10708864215622821, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5635922024957836, "total_loss": 1.183694033883512} {"data_time": 0.012942638000822626, "eta_seconds": 97689.67423333977, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.44452368217745286, "fast_rcnn/fg_cls_accuracy": 0.539044392939918, "iteration": 97319, "loss_box_reg": 0.24214138858951628, "loss_cls": 0.2201939458027482, "loss_mask": 0.2727964329533279, "loss_rpn_cls": 0.04942561889765784, "loss_rpn_loc": 0.07988075993489474, "loss_sem_seg": 0.3595098308287561, "lr": 0.02, "mask_rcnn/accuracy": 0.8855601615646258, "mask_rcnn/false_negative": 0.09866942478564483, "mask_rcnn/false_positive": 0.14623967573937935, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5658194555035152, "total_loss": 1.247016144101508} {"data_time": 0.01148210300016217, "eta_seconds": 97697.87417127533, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.30182599355531686, "fast_rcnn/fg_cls_accuracy": 0.6125445594975386, "iteration": 97339, "loss_box_reg": 0.2382808702532202, "loss_cls": 0.2193499831482768, "loss_mask": 0.24989892076700926, "loss_rpn_cls": 0.04123223639908247, "loss_rpn_loc": 0.06959383690264076, "loss_sem_seg": 0.3161175628192723, "lr": 0.02, "mask_rcnn/accuracy": 0.8905836208606736, "mask_rcnn/false_negative": 0.10251765724658049, "mask_rcnn/false_positive": 0.11885457144350765, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5689580875005049, "total_loss": 1.1549226487986743} {"data_time": 0.012254290999408113, "eta_seconds": 97637.28742809105, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.3159722222222222, "fast_rcnn/fg_cls_accuracy": 0.6596326164874552, "iteration": 97359, "loss_box_reg": 0.225984756834805, "loss_cls": 0.2172208921983838, "loss_mask": 0.26001069229096174, "loss_rpn_cls": 0.03991682120249607, "loss_rpn_loc": 0.06905466396710835, "loss_sem_seg": 0.37240141443908215, "lr": 0.02, "mask_rcnn/accuracy": 0.8902841589441899, "mask_rcnn/false_negative": 0.0929961000425785, "mask_rcnn/false_positive": 0.11564239395188483, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5622951574951003, "total_loss": 1.2088063039118424} {"data_time": 0.012357240502751665, "eta_seconds": 97629.31697047086, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.36112127309310404, "fast_rcnn/fg_cls_accuracy": 0.6103283508943886, "iteration": 97379, "loss_box_reg": 0.22693474520929158, "loss_cls": 0.2181657326873392, "loss_mask": 0.2598742237314582, "loss_rpn_cls": 0.04161871620453894, "loss_rpn_loc": 0.0659355310126557, "loss_sem_seg": 0.3222990888170898, "lr": 0.02, "mask_rcnn/accuracy": 0.8772546269061948, "mask_rcnn/false_negative": 0.11179510019814831, "mask_rcnn/false_positive": 0.11477326176277473, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.5637380495027173, "total_loss": 1.192373887213762} {"data_time": 0.01210409399936907, "eta_seconds": 97676.70414346633, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.3623949579831933, "fast_rcnn/fg_cls_accuracy": 0.637218045112782, "iteration": 97399, "loss_box_reg": 0.23133755614981055, "loss_cls": 0.22753813629969954, "loss_mask": 0.25892185885459185, "loss_rpn_cls": 0.045644824975170195, "loss_rpn_loc": 0.07694519602227956, "loss_sem_seg": 0.3334281984716654, "lr": 0.02, "mask_rcnn/accuracy": 0.8914063393214429, "mask_rcnn/false_negative": 0.08866955011940374, "mask_rcnn/false_positive": 0.12819278892767189, "roi_head/num_bg_samples": 458.0, "roi_head/num_fg_samples": 54.0, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5689610089975758, "total_loss": 1.2129859117267188} {"data_time": 0.013481811500241747, "eta_seconds": 97666.93122550922, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.40615435795076515, "fast_rcnn/fg_cls_accuracy": 0.5591448681584199, "iteration": 97419, "loss_box_reg": 0.23317428724840283, "loss_cls": 0.2187474761158228, "loss_mask": 0.252744406927377, "loss_rpn_cls": 0.03742658669943921, "loss_rpn_loc": 0.06950527019216679, "loss_sem_seg": 0.3198897996917367, "lr": 0.02, "mask_rcnn/accuracy": 0.8935430794242565, "mask_rcnn/false_negative": 0.08858377814974255, "mask_rcnn/false_positive": 0.13875139549744564, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5692017885012319, "total_loss": 1.1424548366339877} {"data_time": 0.0130243555031484, "eta_seconds": 97671.5808561244, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.4282069036261989, "fast_rcnn/fg_cls_accuracy": 0.5535509736540665, "iteration": 97439, "loss_box_reg": 0.2566842718515545, "loss_cls": 0.2400255233515054, "loss_mask": 0.265877703204751, "loss_rpn_cls": 0.04404938574589323, "loss_rpn_loc": 0.07346029308973812, "loss_sem_seg": 0.34668493876233697, "lr": 0.02, "mask_rcnn/accuracy": 0.8779880851149984, "mask_rcnn/false_negative": 0.10594407580935629, "mask_rcnn/false_positive": 0.1305736181432749, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5690922860012506, "total_loss": 1.2222357231657952} {"data_time": 0.012665146998187993, "eta_seconds": 97665.84861747947, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.39786902286902287, "fast_rcnn/fg_cls_accuracy": 0.5892857142857143, "iteration": 97459, "loss_box_reg": 0.24734229315072298, "loss_cls": 0.22093122964724898, "loss_mask": 0.26376789854839444, "loss_rpn_cls": 0.04396742730750702, "loss_rpn_loc": 0.06776117302069906, "loss_sem_seg": 0.3299338761717081, "lr": 0.02, "mask_rcnn/accuracy": 0.8915085565476191, "mask_rcnn/false_negative": 0.09925569640235, "mask_rcnn/false_positive": 0.10904667325587436, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.5625759545000619, "total_loss": 1.2121492296573706} {"data_time": 0.012531521999335382, "eta_seconds": 97690.60627151764, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.4461953141198424, "fast_rcnn/fg_cls_accuracy": 0.4964788732394366, "iteration": 97479, "loss_box_reg": 0.23030561045743525, "loss_cls": 0.22727488540112972, "loss_mask": 0.25098345149308443, "loss_rpn_cls": 0.0410801800317131, "loss_rpn_loc": 0.06777267227880657, "loss_sem_seg": 0.3339534979313612, "lr": 0.02, "mask_rcnn/accuracy": 0.8824345343727553, "mask_rcnn/false_negative": 0.11508886453053342, "mask_rcnn/false_positive": 0.1276991893932441, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 235.75, "rpn/num_pos_anchors": 20.25, "time": 0.5671991064955364, "total_loss": 1.1604464113770518} {"data_time": 0.012851769501139643, "eta_seconds": 97721.48805794465, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.33461707746478875, "fast_rcnn/fg_cls_accuracy": 0.6030046948356808, "iteration": 97499, "loss_box_reg": 0.23643482686020434, "loss_cls": 0.2024521050043404, "loss_mask": 0.2536006080918014, "loss_rpn_cls": 0.04328440070094075, "loss_rpn_loc": 0.08424189305515029, "loss_sem_seg": 0.336640196852386, "lr": 0.02, "mask_rcnn/accuracy": 0.8840575368252139, "mask_rcnn/false_negative": 0.09684723862423959, "mask_rcnn/false_positive": 0.12413997857569668, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5679271369990602, "total_loss": 1.1517323013977148} {"data_time": 0.011814695000794018, "eta_seconds": 97765.05293401369, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.26934235976789167, "fast_rcnn/fg_cls_accuracy": 0.7306576402321083, "iteration": 97519, "loss_box_reg": 0.2258111359551549, "loss_cls": 0.20624508382752538, "loss_mask": 0.252227664925158, "loss_rpn_cls": 0.04341051648952998, "loss_rpn_loc": 0.07579469750635326, "loss_sem_seg": 0.33278785552829504, "lr": 0.02, "mask_rcnn/accuracy": 0.8969322475652495, "mask_rcnn/false_negative": 0.08630631603411881, "mask_rcnn/false_positive": 0.12522344637304214, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5685939994982618, "total_loss": 1.1452888620260637} {"data_time": 0.012829344501369633, "eta_seconds": 97737.92392193504, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.29147788565264293, "fast_rcnn/fg_cls_accuracy": 0.6257202620569895, "iteration": 97539, "loss_box_reg": 0.23275091079995036, "loss_cls": 0.2135256538167596, "loss_mask": 0.25237248465418816, "loss_rpn_cls": 0.03990246327157365, "loss_rpn_loc": 0.06224526520236395, "loss_sem_seg": 0.29693477833643556, "lr": 0.02, "mask_rcnn/accuracy": 0.9025613623827909, "mask_rcnn/false_negative": 0.09985045531212379, "mask_rcnn/false_positive": 0.10378401472727444, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5559298284970282, "total_loss": 1.1420770215627272} {"data_time": 0.012020431000564713, "eta_seconds": 97742.38027953371, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3609664351851852, "fast_rcnn/fg_cls_accuracy": 0.5514252130473112, "iteration": 97559, "loss_box_reg": 0.24349219584837556, "loss_cls": 0.23370658874046057, "loss_mask": 0.2632739506661892, "loss_rpn_cls": 0.05280726042110473, "loss_rpn_loc": 0.08635258383583277, "loss_sem_seg": 0.3404527015518397, "lr": 0.02, "mask_rcnn/accuracy": 0.8831763563109227, "mask_rcnn/false_negative": 0.10369788956278725, "mask_rcnn/false_positive": 0.14525254216184152, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.5664901864984131, "total_loss": 1.2093379542784533} {"data_time": 0.012395988997013774, "eta_seconds": 97663.34612294464, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.36034530771372875, "fast_rcnn/fg_cls_accuracy": 0.6203029725609757, "iteration": 97579, "loss_box_reg": 0.24790179496631026, "loss_cls": 0.21951380628161132, "loss_mask": 0.25458523258566856, "loss_rpn_cls": 0.05181196425110102, "loss_rpn_loc": 0.08998982876073569, "loss_sem_seg": 0.3352922822814435, "lr": 0.02, "mask_rcnn/accuracy": 0.8759428093897658, "mask_rcnn/false_negative": 0.10948841583483145, "mask_rcnn/false_positive": 0.12389499846853996, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.5578553694977018, "total_loss": 1.2540205532277469} {"data_time": 0.012718524503725348, "eta_seconds": 97683.82770140703, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.39104694640631493, "fast_rcnn/fg_cls_accuracy": 0.5599613152804642, "iteration": 97599, "loss_box_reg": 0.2329650167375803, "loss_cls": 0.22907707002013922, "loss_mask": 0.25436307955533266, "loss_rpn_cls": 0.04466795298503712, "loss_rpn_loc": 0.07422514675999992, "loss_sem_seg": 0.37656209664419293, "lr": 0.02, "mask_rcnn/accuracy": 0.8838585764041829, "mask_rcnn/false_negative": 0.10846487945332361, "mask_rcnn/false_positive": 0.14220636571019754, "roi_head/num_bg_samples": 463.0, "roi_head/num_fg_samples": 49.0, "rpn/num_neg_anchors": 235.0, "rpn/num_pos_anchors": 21.0, "time": 0.5642355525014864, "total_loss": 1.2144345137057826} {"data_time": 0.01227036000273074, "eta_seconds": 97708.37129781375, "fast_rcnn/cls_accuracy": 0.90673828125, "fast_rcnn/false_negative": 0.4311507936507937, "fast_rcnn/fg_cls_accuracy": 0.549096588990206, "iteration": 97619, "loss_box_reg": 0.2606071871705353, "loss_cls": 0.2382900391239673, "loss_mask": 0.26238959934562445, "loss_rpn_cls": 0.061626331764273345, "loss_rpn_loc": 0.10151221510022879, "loss_sem_seg": 0.37729493202641606, "lr": 0.02, "mask_rcnn/accuracy": 0.8719831160248651, "mask_rcnn/false_negative": 0.1019330303870062, "mask_rcnn/false_positive": 0.1445244300951706, "roi_head/num_bg_samples": 425.0, "roi_head/num_fg_samples": 87.0, "rpn/num_neg_anchors": 208.5, "rpn/num_pos_anchors": 47.5, "time": 0.5764612250022765, "total_loss": 1.2878212581272237} {"data_time": 0.012561331001052167, "eta_seconds": 97732.61958884385, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.3899765907639924, "fast_rcnn/fg_cls_accuracy": 0.5489655172413793, "iteration": 97639, "loss_box_reg": 0.24421334033831954, "loss_cls": 0.22799197491258383, "loss_mask": 0.2596958912909031, "loss_rpn_cls": 0.04632177983876318, "loss_rpn_loc": 0.08696830802364275, "loss_sem_seg": 0.33406706852838397, "lr": 0.02, "mask_rcnn/accuracy": 0.8713405526831268, "mask_rcnn/false_negative": 0.08716290238829558, "mask_rcnn/false_positive": 0.1648004767294085, "roi_head/num_bg_samples": 424.75, "roi_head/num_fg_samples": 87.25, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.5715552430046955, "total_loss": 1.2489509670995176} {"data_time": 0.012701182000455447, "eta_seconds": 97762.58254888965, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.3387175127520039, "fast_rcnn/fg_cls_accuracy": 0.6197045707915273, "iteration": 97659, "loss_box_reg": 0.23518104129470885, "loss_cls": 0.22292693378403783, "loss_mask": 0.2432568776421249, "loss_rpn_cls": 0.040662646330019925, "loss_rpn_loc": 0.08195732673630118, "loss_sem_seg": 0.35025118524208665, "lr": 0.02, "mask_rcnn/accuracy": 0.9031668584972976, "mask_rcnn/false_negative": 0.0750833805428913, "mask_rcnn/false_positive": 0.11710237068248514, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5739472335008031, "total_loss": 1.1475638237316161} {"data_time": 0.01287308400060283, "eta_seconds": 97658.58245140506, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.37114476243400946, "fast_rcnn/fg_cls_accuracy": 0.5624718764061797, "iteration": 97679, "loss_box_reg": 0.25647547328844666, "loss_cls": 0.240008307620883, "loss_mask": 0.2534034065902233, "loss_rpn_cls": 0.05021026107715443, "loss_rpn_loc": 0.07943648000946268, "loss_sem_seg": 0.3176012188196182, "lr": 0.02, "mask_rcnn/accuracy": 0.876295731707317, "mask_rcnn/false_negative": 0.09230270287919477, "mask_rcnn/false_positive": 0.15364375663521695, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 203.75, "rpn/num_pos_anchors": 52.25, "time": 0.5569085220013221, "total_loss": 1.1835112709668465} {"data_time": 0.01318462749986793, "eta_seconds": 97627.16687710705, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3305256064690027, "fast_rcnn/fg_cls_accuracy": 0.6610169491525424, "iteration": 97699, "loss_box_reg": 0.2199815632775426, "loss_cls": 0.21360523393377662, "loss_mask": 0.25250491313636303, "loss_rpn_cls": 0.03630619071191177, "loss_rpn_loc": 0.06688988395035267, "loss_sem_seg": 0.3628203757107258, "lr": 0.02, "mask_rcnn/accuracy": 0.8937019260591774, "mask_rcnn/false_negative": 0.09482314794867877, "mask_rcnn/false_positive": 0.12292317115179438, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 234.25, "rpn/num_pos_anchors": 21.75, "time": 0.5596341970012872, "total_loss": 1.1388471346726874} {"data_time": 0.012252366002940107, "eta_seconds": 97554.70545071806, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.3383598114525139, "fast_rcnn/fg_cls_accuracy": 0.6451822916666667, "iteration": 97719, "loss_box_reg": 0.2487723072990775, "loss_cls": 0.22828956600278616, "loss_mask": 0.2668573772534728, "loss_rpn_cls": 0.04724305861600442, "loss_rpn_loc": 0.08148912561591715, "loss_sem_seg": 0.3396321455948055, "lr": 0.02, "mask_rcnn/accuracy": 0.9045156172224987, "mask_rcnn/false_negative": 0.09314924549976772, "mask_rcnn/false_positive": 0.11311054241849533, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5645558719988912, "total_loss": 1.263419983908534} {"data_time": 0.012377941497106804, "eta_seconds": 97465.95380064039, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.33421926910299005, "fast_rcnn/fg_cls_accuracy": 0.6178801843317973, "iteration": 97739, "loss_box_reg": 0.2232475276105106, "loss_cls": 0.19665025104768574, "loss_mask": 0.258818490896374, "loss_rpn_cls": 0.04117745388066396, "loss_rpn_loc": 0.07719023217214271, "loss_sem_seg": 0.34635955141857266, "lr": 0.02, "mask_rcnn/accuracy": 0.8953992643569055, "mask_rcnn/false_negative": 0.0788487244504927, "mask_rcnn/false_positive": 0.12238053850344607, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5538862880021043, "total_loss": 1.1622522007965017} {"data_time": 0.012556363002659054, "eta_seconds": 97463.72524246371, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.40052096788082325, "fast_rcnn/fg_cls_accuracy": 0.5546124992052895, "iteration": 97759, "loss_box_reg": 0.21847202675417066, "loss_cls": 0.22044696006923914, "loss_mask": 0.2581733213737607, "loss_rpn_cls": 0.04394635700737126, "loss_rpn_loc": 0.07612444015103392, "loss_sem_seg": 0.3302283873781562, "lr": 0.02, "mask_rcnn/accuracy": 0.8929656046091906, "mask_rcnn/false_negative": 0.08456914830722241, "mask_rcnn/false_positive": 0.13765099356099653, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.5675885410018964, "total_loss": 1.1370605593110668} {"data_time": 0.01213646699761739, "eta_seconds": 97452.40810830373, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.3995192307692308, "fast_rcnn/fg_cls_accuracy": 0.5496889140271494, "iteration": 97779, "loss_box_reg": 0.23838668502867222, "loss_cls": 0.2311500390060246, "loss_mask": 0.27353342808783054, "loss_rpn_cls": 0.0423452181275934, "loss_rpn_loc": 0.08549453620798886, "loss_sem_seg": 0.35389597387984395, "lr": 0.02, "mask_rcnn/accuracy": 0.8722779093026789, "mask_rcnn/false_negative": 0.09396500447050984, "mask_rcnn/false_positive": 0.16901759826564455, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 0.5685475790014607, "total_loss": 1.2269002918328624} {"data_time": 0.012800893000530777, "eta_seconds": 97426.66173603677, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.34801598049837484, "fast_rcnn/fg_cls_accuracy": 0.6427884615384616, "iteration": 97799, "loss_box_reg": 0.2472436223179102, "loss_cls": 0.22418646700680256, "loss_mask": 0.2586607364937663, "loss_rpn_cls": 0.04460464188014157, "loss_rpn_loc": 0.07117235667828936, "loss_sem_seg": 0.3464064886793494, "lr": 0.02, "mask_rcnn/accuracy": 0.8593821005122697, "mask_rcnn/false_negative": 0.11004327023149449, "mask_rcnn/false_positive": 0.1525638499848201, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.5678328065005189, "total_loss": 1.1865490102645708} {"data_time": 0.012833351498557022, "eta_seconds": 97415.34627773675, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.3021295474711624, "fast_rcnn/fg_cls_accuracy": 0.6365846338535415, "iteration": 97819, "loss_box_reg": 0.23388917511329055, "loss_cls": 0.19577094609849155, "loss_mask": 0.24955822946503758, "loss_rpn_cls": 0.03945884548011236, "loss_rpn_loc": 0.06869269657181576, "loss_sem_seg": 0.321178138256073, "lr": 0.02, "mask_rcnn/accuracy": 0.8900740555368489, "mask_rcnn/false_negative": 0.09477774665112884, "mask_rcnn/false_positive": 0.1280578153700822, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5588931390011567, "total_loss": 1.091449367289897} {"data_time": 0.013018654499319382, "eta_seconds": 97404.03081943674, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.4038896569058691, "fast_rcnn/fg_cls_accuracy": 0.5770198283515833, "iteration": 97839, "loss_box_reg": 0.242277380079031, "loss_cls": 0.22954569850116968, "loss_mask": 0.26960961055010557, "loss_rpn_cls": 0.04906814749119803, "loss_rpn_loc": 0.09613138763234019, "loss_sem_seg": 0.34217944159172475, "lr": 0.02, "mask_rcnn/accuracy": 0.890541059403668, "mask_rcnn/false_negative": 0.11077147164431853, "mask_rcnn/false_positive": 0.1308375964929727, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.5700194884993834, "total_loss": 1.192852151056286} {"data_time": 0.011873250499775168, "eta_seconds": 97394.95844470875, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.36367924528301887, "fast_rcnn/fg_cls_accuracy": 0.5996855345911949, "iteration": 97859, "loss_box_reg": 0.22156974487006664, "loss_cls": 0.20371068362146616, "loss_mask": 0.24534326139837503, "loss_rpn_cls": 0.04608908243244514, "loss_rpn_loc": 0.07414212614821736, "loss_sem_seg": 0.3455965290777385, "lr": 0.02, "mask_rcnn/accuracy": 0.8786982551540006, "mask_rcnn/false_negative": 0.11810772429425782, "mask_rcnn/false_positive": 0.1104105116057579, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.5853224469974521, "total_loss": 1.136333737478708} {"data_time": 0.012528249499155208, "eta_seconds": 97383.64272579871, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.3505527043031978, "fast_rcnn/fg_cls_accuracy": 0.6029411764705883, "iteration": 97879, "loss_box_reg": 0.2472090357914567, "loss_cls": 0.23351788939908147, "loss_mask": 0.26195963053032756, "loss_rpn_cls": 0.04484616493573412, "loss_rpn_loc": 0.08153469339595176, "loss_sem_seg": 0.3534279279410839, "lr": 0.02, "mask_rcnn/accuracy": 0.886700804936172, "mask_rcnn/false_negative": 0.10027129879271293, "mask_rcnn/false_positive": 0.1297747438503738, "roi_head/num_bg_samples": 430.25, "roi_head/num_fg_samples": 81.75, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.5673766905019875, "total_loss": 1.2126849753549322} {"data_time": 0.01270363999719848, "eta_seconds": 97375.42516904007, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.32413793103448274, "fast_rcnn/fg_cls_accuracy": 0.6560344827586206, "iteration": 97899, "loss_box_reg": 0.22261892608366907, "loss_cls": 0.21060826536267996, "loss_mask": 0.2460694182664156, "loss_rpn_cls": 0.04615115975320805, "loss_rpn_loc": 0.07499167311470956, "loss_sem_seg": 0.3212856622412801, "lr": 0.02, "mask_rcnn/accuracy": 0.8827100726654298, "mask_rcnn/false_negative": 0.09954310861358642, "mask_rcnn/false_positive": 0.11756163713004006, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.56668511850512, "total_loss": 1.0964332555013243} {"data_time": 0.013522465000278316, "eta_seconds": 97401.18075753456, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.37838509316770186, "fast_rcnn/fg_cls_accuracy": 0.5966978922716628, "iteration": 97919, "loss_box_reg": 0.24702599132433534, "loss_cls": 0.2280557109043002, "loss_mask": 0.26614800561219454, "loss_rpn_cls": 0.050704767170827836, "loss_rpn_loc": 0.0880407391814515, "loss_sem_seg": 0.302550608292222, "lr": 0.02, "mask_rcnn/accuracy": 0.8789105460285268, "mask_rcnn/false_negative": 0.10239291529060889, "mask_rcnn/false_positive": 0.14713338384641284, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5727265655004885, "total_loss": 1.2053970225388184} {"data_time": 0.012252404500031844, "eta_seconds": 97382.65652013673, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.35290948275862066, "fast_rcnn/fg_cls_accuracy": 0.578028659511304, "iteration": 97939, "loss_box_reg": 0.2338427295908332, "loss_cls": 0.21499854745343328, "loss_mask": 0.25590295903384686, "loss_rpn_cls": 0.04547132278094068, "loss_rpn_loc": 0.07719792242278345, "loss_sem_seg": 0.3208936434239149, "lr": 0.02, "mask_rcnn/accuracy": 0.8917864873222017, "mask_rcnn/false_negative": 0.09929437040902005, "mask_rcnn/false_positive": 0.12388762054341171, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5589255600025353, "total_loss": 1.1210589396214345} {"data_time": 0.013822566499584354, "eta_seconds": 97361.33476435895, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.3477579556412729, "fast_rcnn/fg_cls_accuracy": 0.585878197259313, "iteration": 97959, "loss_box_reg": 0.24714105995371938, "loss_cls": 0.22366215893998742, "loss_mask": 0.2571767307817936, "loss_rpn_cls": 0.04473862797021866, "loss_rpn_loc": 0.07633758510928601, "loss_sem_seg": 0.327946022618562, "lr": 0.02, "mask_rcnn/accuracy": 0.875676505482517, "mask_rcnn/false_negative": 0.08910840684676052, "mask_rcnn/false_positive": 0.15807213592867747, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5660050234982918, "total_loss": 1.160959140281193} {"data_time": 0.012560252002003836, "eta_seconds": 97371.505584339, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.4, "fast_rcnn/fg_cls_accuracy": 0.5625678119349005, "iteration": 97979, "loss_box_reg": 0.24151524621993303, "loss_cls": 0.20666067488491535, "loss_mask": 0.26315475162118673, "loss_rpn_cls": 0.047786729235667735, "loss_rpn_loc": 0.08054682274814695, "loss_sem_seg": 0.3587143989279866, "lr": 0.02, "mask_rcnn/accuracy": 0.8841719079811821, "mask_rcnn/false_negative": 0.09278887757202672, "mask_rcnn/false_positive": 0.12490000276240254, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5725525579982786, "total_loss": 1.2249291815969627} {"data_time": 0.012223739999171812, "eta_seconds": 97415.0451054459, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.3032742887815352, "fast_rcnn/fg_cls_accuracy": 0.6270289745145632, "iteration": 97999, "loss_box_reg": 0.23839240102097392, "loss_cls": 0.21478686714544892, "loss_mask": 0.2679602522403002, "loss_rpn_cls": 0.046414328389801085, "loss_rpn_loc": 0.0711865842458792, "loss_sem_seg": 0.3146545812487602, "lr": 0.02, "mask_rcnn/accuracy": 0.9120544059751381, "mask_rcnn/false_negative": 0.08024850757005839, "mask_rcnn/false_positive": 0.12544493031592968, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.56133821649928, "total_loss": 1.1536411831039004} {"data_time": 0.011941178501729155, "eta_seconds": 97430.1473645469, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.35038986354775825, "fast_rcnn/fg_cls_accuracy": 0.6054046406338427, "iteration": 98019, "loss_box_reg": 0.24714523344300687, "loss_cls": 0.2254596825223416, "loss_mask": 0.26742129772901535, "loss_rpn_cls": 0.05374446895439178, "loss_rpn_loc": 0.07926134532317519, "loss_sem_seg": 0.33929908787831664, "lr": 0.02, "mask_rcnn/accuracy": 0.8929602874376446, "mask_rcnn/false_negative": 0.09875083535514083, "mask_rcnn/false_positive": 0.10888314187334139, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5716320979954617, "total_loss": 1.2593917800986674} {"data_time": 0.013043923499935772, "eta_seconds": 97497.1627163788, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.3433908045977011, "fast_rcnn/fg_cls_accuracy": 0.63716304145752, "iteration": 98039, "loss_box_reg": 0.24890194088220596, "loss_cls": 0.22853554994799197, "loss_mask": 0.2662606621161103, "loss_rpn_cls": 0.049774601589888334, "loss_rpn_loc": 0.08206801174674183, "loss_sem_seg": 0.31471403036266565, "lr": 0.02, "mask_rcnn/accuracy": 0.8909178638560687, "mask_rcnn/false_negative": 0.09049617951207811, "mask_rcnn/false_positive": 0.13418069816011144, "roi_head/num_bg_samples": 457.75, "roi_head/num_fg_samples": 54.25, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5744794249985716, "total_loss": 1.1885310243815184} {"data_time": 0.012769332995958393, "eta_seconds": 97398.7685056132, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.3513584117032393, "fast_rcnn/fg_cls_accuracy": 0.5997099156118144, "iteration": 98059, "loss_box_reg": 0.23587582889012992, "loss_cls": 0.22425743751227856, "loss_mask": 0.26027104910463095, "loss_rpn_cls": 0.039782649371773005, "loss_rpn_loc": 0.08653983127442189, "loss_sem_seg": 0.2942973349709064, "lr": 0.02, "mask_rcnn/accuracy": 0.8892040187144578, "mask_rcnn/false_negative": 0.09547013814743745, "mask_rcnn/false_positive": 0.12730087444330118, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.5581051719964307, "total_loss": 1.1297536749043502} {"data_time": 0.012773538997862488, "eta_seconds": 97388.75437622512, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.29080639452571966, "fast_rcnn/fg_cls_accuracy": 0.686698717948718, "iteration": 98079, "loss_box_reg": 0.24376081675291061, "loss_cls": 0.21557318000122905, "loss_mask": 0.26801303308457136, "loss_rpn_cls": 0.04840838396921754, "loss_rpn_loc": 0.08816707681398839, "loss_sem_seg": 0.35800534463487566, "lr": 0.02, "mask_rcnn/accuracy": 0.8953271298217089, "mask_rcnn/false_negative": 0.0864172538992023, "mask_rcnn/false_positive": 0.14527145877604203, "roi_head/num_bg_samples": 457.25, "roi_head/num_fg_samples": 54.75, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5711798100019223, "total_loss": 1.2611142527894117} {"data_time": 0.012817417500627926, "eta_seconds": 97416.26498414608, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3446327683615819, "fast_rcnn/fg_cls_accuracy": 0.6014771997430957, "iteration": 98099, "loss_box_reg": 0.22098178882151842, "loss_cls": 0.2105983269866556, "loss_mask": 0.251506932079792, "loss_rpn_cls": 0.04177772207185626, "loss_rpn_loc": 0.05981747654732317, "loss_sem_seg": 0.32310095988214016, "lr": 0.02, "mask_rcnn/accuracy": 0.8935820169947524, "mask_rcnn/false_negative": 0.08894067681854789, "mask_rcnn/false_positive": 0.1262999404437879, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5606887430003553, "total_loss": 1.1299503429618198} {"data_time": 0.012577059500472387, "eta_seconds": 97359.51341072659, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3870021822149482, "fast_rcnn/fg_cls_accuracy": 0.6129978177850518, "iteration": 98119, "loss_box_reg": 0.2423873720690608, "loss_cls": 0.22799511533230543, "loss_mask": 0.2550405478104949, "loss_rpn_cls": 0.050736620207317173, "loss_rpn_loc": 0.08813374262535945, "loss_sem_seg": 0.33523936034180224, "lr": 0.02, "mask_rcnn/accuracy": 0.9024217208528433, "mask_rcnn/false_negative": 0.1057368423548969, "mask_rcnn/false_positive": 0.11205135746022674, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5584505089973391, "total_loss": 1.2550658256513998} {"data_time": 0.012883417501143413, "eta_seconds": 97304.8490022161, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.2866370808678501, "fast_rcnn/fg_cls_accuracy": 0.6798611111111111, "iteration": 98139, "loss_box_reg": 0.23473156802356243, "loss_cls": 0.2141123991459608, "loss_mask": 0.2568909367546439, "loss_rpn_cls": 0.050697637372650206, "loss_rpn_loc": 0.09209471964277327, "loss_sem_seg": 0.3517576102167368, "lr": 0.02, "mask_rcnn/accuracy": 0.8938037542433146, "mask_rcnn/false_negative": 0.0997658952047658, "mask_rcnn/false_positive": 0.1285047591008705, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.5614115604985273, "total_loss": 1.2178516497369856} {"data_time": 0.012322198501351522, "eta_seconds": 97324.42698568571, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.3624161942481427, "fast_rcnn/fg_cls_accuracy": 0.5115384615384615, "iteration": 98159, "loss_box_reg": 0.24444711115211248, "loss_cls": 0.22371364198625088, "loss_mask": 0.26738027948886156, "loss_rpn_cls": 0.04152474459260702, "loss_rpn_loc": 0.06778829457471147, "loss_sem_seg": 0.3642152426764369, "lr": 0.02, "mask_rcnn/accuracy": 0.8770760015631072, "mask_rcnn/false_negative": 0.1092405919098765, "mask_rcnn/false_positive": 0.13107056400873734, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5664053004984453, "total_loss": 1.186545557808131} {"data_time": 0.013605643500341102, "eta_seconds": 97339.50465646677, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.39175808720112515, "fast_rcnn/fg_cls_accuracy": 0.5574980574980575, "iteration": 98179, "loss_box_reg": 0.25046518724411726, "loss_cls": 0.24626159481704235, "loss_mask": 0.2598980497568846, "loss_rpn_cls": 0.041810457842075266, "loss_rpn_loc": 0.08422322061960585, "loss_sem_seg": 0.3349108975380659, "lr": 0.02, "mask_rcnn/accuracy": 0.8761157049026507, "mask_rcnn/false_negative": 0.1000184029614903, "mask_rcnn/false_positive": 0.12904183806468142, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5684218054993835, "total_loss": 1.2139644025592133} {"data_time": 0.01225138250447344, "eta_seconds": 97320.77751170509, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.3706521739130435, "fast_rcnn/fg_cls_accuracy": 0.5936736687835857, "iteration": 98199, "loss_box_reg": 0.2467641825787723, "loss_cls": 0.22446742560714483, "loss_mask": 0.24897483922541142, "loss_rpn_cls": 0.04878414102131501, "loss_rpn_loc": 0.07992390682920814, "loss_sem_seg": 0.3594055809080601, "lr": 0.02, "mask_rcnn/accuracy": 0.8984703790669237, "mask_rcnn/false_negative": 0.09028747925836664, "mask_rcnn/false_positive": 0.10829989890916168, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5658524930004205, "total_loss": 1.1949727435421664} {"data_time": 0.011686398000165354, "eta_seconds": 97259.55432849619, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3485169491525424, "fast_rcnn/fg_cls_accuracy": 0.6060363247863247, "iteration": 98219, "loss_box_reg": 0.22487366944551468, "loss_cls": 0.1914009158499539, "loss_mask": 0.255845055449754, "loss_rpn_cls": 0.04071178613230586, "loss_rpn_loc": 0.07081177167128772, "loss_sem_seg": 0.3843820346519351, "lr": 0.02, "mask_rcnn/accuracy": 0.8869534187367626, "mask_rcnn/false_negative": 0.10418967085773909, "mask_rcnn/false_positive": 0.1071774605643152, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5761737345019355, "total_loss": 1.1709496793264407} {"data_time": 0.01258514350047335, "eta_seconds": 97248.23066006621, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.33008898776418244, "fast_rcnn/fg_cls_accuracy": 0.6287620900199924, "iteration": 98239, "loss_box_reg": 0.23235742305405438, "loss_cls": 0.22586459224112332, "loss_mask": 0.25731372088193893, "loss_rpn_cls": 0.04454391123726964, "loss_rpn_loc": 0.061309032811550424, "loss_sem_seg": 0.32596571929752827, "lr": 0.02, "mask_rcnn/accuracy": 0.8902753963229462, "mask_rcnn/false_negative": 0.09757602818347871, "mask_rcnn/false_positive": 0.12802854376004835, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.571328400499624, "total_loss": 1.2063969150476623} {"data_time": 0.012065439997968497, "eta_seconds": 97236.90699163624, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.35553686819509606, "fast_rcnn/fg_cls_accuracy": 0.6004529514903565, "iteration": 98259, "loss_box_reg": 0.23017793567851186, "loss_cls": 0.22916685370728374, "loss_mask": 0.2655703853815794, "loss_rpn_cls": 0.04797937534749508, "loss_rpn_loc": 0.08445279189618304, "loss_sem_seg": 0.3324677022174001, "lr": 0.02, "mask_rcnn/accuracy": 0.8949262226321852, "mask_rcnn/false_negative": 0.08412930258506249, "mask_rcnn/false_positive": 0.11924711070876853, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5641403459994763, "total_loss": 1.1460325378284324} {"data_time": 0.013349771001230692, "eta_seconds": 97256.46339586558, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.32098560354374306, "fast_rcnn/fg_cls_accuracy": 0.6434520864258617, "iteration": 98279, "loss_box_reg": 0.2009555003605783, "loss_cls": 0.19562076916918159, "loss_mask": 0.24524907395243645, "loss_rpn_cls": 0.046147883869707584, "loss_rpn_loc": 0.06877943393192254, "loss_sem_seg": 0.35420794365927577, "lr": 0.02, "mask_rcnn/accuracy": 0.903974447833586, "mask_rcnn/false_negative": 0.07697992628549874, "mask_rcnn/false_positive": 0.11394975107465355, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5711929325007077, "total_loss": 1.1599928804498632} {"data_time": 0.012563763499201741, "eta_seconds": 97257.55500686618, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.36205593348450493, "fast_rcnn/fg_cls_accuracy": 0.5798319327731092, "iteration": 98299, "loss_box_reg": 0.25143573619425297, "loss_cls": 0.22780971927568316, "loss_mask": 0.26609714049845934, "loss_rpn_cls": 0.05130776163423434, "loss_rpn_loc": 0.09510243323165923, "loss_sem_seg": 0.37651992542669177, "lr": 0.02, "mask_rcnn/accuracy": 0.8831633896248559, "mask_rcnn/false_negative": 0.08775202145859212, "mask_rcnn/false_positive": 0.12762993386476557, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.5620054790015274, "total_loss": 1.2421927087416407} {"data_time": 0.012318172004597727, "eta_seconds": 97233.80886592553, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.3222222222222222, "fast_rcnn/fg_cls_accuracy": 0.6693548387096774, "iteration": 98319, "loss_box_reg": 0.24641482695005834, "loss_cls": 0.23172504035755992, "loss_mask": 0.27356075355783105, "loss_rpn_cls": 0.05559398385230452, "loss_rpn_loc": 0.08888685866259038, "loss_sem_seg": 0.31968932319432497, "lr": 0.02, "mask_rcnn/accuracy": 0.8932263382418537, "mask_rcnn/false_negative": 0.09392938398637887, "mask_rcnn/false_positive": 0.1276674857807876, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.5599573394974868, "total_loss": 1.2307905270135961} {"data_time": 0.01319316350054578, "eta_seconds": 97167.56879171112, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.40287517531556805, "fast_rcnn/fg_cls_accuracy": 0.5346380863622243, "iteration": 98339, "loss_box_reg": 0.27587744570337236, "loss_cls": 0.2447090414352715, "loss_mask": 0.2555126338265836, "loss_rpn_cls": 0.04911912852548994, "loss_rpn_loc": 0.09013174806023017, "loss_sem_seg": 0.31265406776219606, "lr": 0.02, "mask_rcnn/accuracy": 0.8771090770658743, "mask_rcnn/false_negative": 0.09694078031163515, "mask_rcnn/false_positive": 0.15425150719355302, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5668163195005036, "total_loss": 1.239345811016392} {"data_time": 0.014238652500353055, "eta_seconds": 97251.10738302335, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.36074993132497024, "fast_rcnn/fg_cls_accuracy": 0.6261072685353719, "iteration": 98359, "loss_box_reg": 0.2515598274767399, "loss_cls": 0.22223604656755924, "loss_mask": 0.2718046186491847, "loss_rpn_cls": 0.045335277798585594, "loss_rpn_loc": 0.08827079980983399, "loss_sem_seg": 0.3316386388614774, "lr": 0.02, "mask_rcnn/accuracy": 0.8773417321954864, "mask_rcnn/false_negative": 0.12155335076021531, "mask_rcnn/false_positive": 0.13508459858942898, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5736106584990921, "total_loss": 1.2100285404594615} {"data_time": 0.013260378502309322, "eta_seconds": 97218.81221492506, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.32291666666666663, "fast_rcnn/fg_cls_accuracy": 0.6373782467532467, "iteration": 98379, "loss_box_reg": 0.2312701407354325, "loss_cls": 0.21461417665705085, "loss_mask": 0.2500201528891921, "loss_rpn_cls": 0.04336125362897292, "loss_rpn_loc": 0.07472496788250282, "loss_sem_seg": 0.3179878587834537, "lr": 0.02, "mask_rcnn/accuracy": 0.8821173570679016, "mask_rcnn/false_negative": 0.08258180305130852, "mask_rcnn/false_positive": 0.12986955931056168, "roi_head/num_bg_samples": 429.25, "roi_head/num_fg_samples": 82.75, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5616574965024483, "total_loss": 1.142567490809597} {"data_time": 0.012262018499313854, "eta_seconds": 97200.91144916596, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.3684281842818428, "fast_rcnn/fg_cls_accuracy": 0.56, "iteration": 98399, "loss_box_reg": 0.23685831925831735, "loss_cls": 0.24466639012098312, "loss_mask": 0.2732449844479561, "loss_rpn_cls": 0.04593807051423937, "loss_rpn_loc": 0.0784584148786962, "loss_sem_seg": 0.3422530749812722, "lr": 0.02, "mask_rcnn/accuracy": 0.8903885196384957, "mask_rcnn/false_negative": 0.09936643059438946, "mask_rcnn/false_positive": 0.10668797303623595, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5649261479957204, "total_loss": 1.217458450322738} {"data_time": 0.01238701049805968, "eta_seconds": 97122.28532311117, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.327306479503611, "fast_rcnn/fg_cls_accuracy": 0.5867686170212766, "iteration": 98419, "loss_box_reg": 0.22894611721858382, "loss_cls": 0.20425042556598783, "loss_mask": 0.26475200057029724, "loss_rpn_cls": 0.046569223995902576, "loss_rpn_loc": 0.08146210457198322, "loss_sem_seg": 0.36043210979551077, "lr": 0.02, "mask_rcnn/accuracy": 0.8907064155449413, "mask_rcnn/false_negative": 0.0964181970491921, "mask_rcnn/false_positive": 0.11375471508644325, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5600757324973529, "total_loss": 1.1697282552486286} {"data_time": 0.012524218000180554, "eta_seconds": 97084.82542194001, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.30963108983384957, "fast_rcnn/fg_cls_accuracy": 0.6876618571957085, "iteration": 98439, "loss_box_reg": 0.23285759799182415, "loss_cls": 0.21851976541802287, "loss_mask": 0.2610325561836362, "loss_rpn_cls": 0.04745607907534577, "loss_rpn_loc": 0.08096000389195979, "loss_sem_seg": 0.3098219810053706, "lr": 0.02, "mask_rcnn/accuracy": 0.8838702415245412, "mask_rcnn/false_negative": 0.10164821180026593, "mask_rcnn/false_positive": 0.12435853048280732, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5648995464980544, "total_loss": 1.2246729708858766} {"data_time": 0.012868503003119258, "eta_seconds": 97063.24919297345, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.3111230161387531, "fast_rcnn/fg_cls_accuracy": 0.6314655172413793, "iteration": 98459, "loss_box_reg": 0.23423161078244448, "loss_cls": 0.2276862373109907, "loss_mask": 0.2772631300613284, "loss_rpn_cls": 0.05068001709878445, "loss_rpn_loc": 0.07471908998559229, "loss_sem_seg": 0.3390929698944092, "lr": 0.02, "mask_rcnn/accuracy": 0.8886934353798404, "mask_rcnn/false_negative": 0.10261860518618035, "mask_rcnn/false_positive": 0.11648049851520771, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5599384380038828, "total_loss": 1.24170161888469} {"data_time": 0.013739016500039725, "eta_seconds": 97045.27549620383, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.31390257252326215, "fast_rcnn/fg_cls_accuracy": 0.5964655859686421, "iteration": 98479, "loss_box_reg": 0.22183796111494303, "loss_cls": 0.2058759006904438, "loss_mask": 0.2551509393379092, "loss_rpn_cls": 0.04176846821792424, "loss_rpn_loc": 0.0710148480720818, "loss_sem_seg": 0.34456408489495516, "lr": 0.02, "mask_rcnn/accuracy": 0.9090598305342773, "mask_rcnn/false_negative": 0.08186871219598324, "mask_rcnn/false_positive": 0.10258218940982092, "roi_head/num_bg_samples": 465.5, "roi_head/num_fg_samples": 46.5, "rpn/num_neg_anchors": 237.75, "rpn/num_pos_anchors": 18.25, "time": 0.5571003145014402, "total_loss": 1.1615033325215336} {"data_time": 0.012325864998274483, "eta_seconds": 97029.33821105087, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.30750346216794666, "fast_rcnn/fg_cls_accuracy": 0.658783281273241, "iteration": 98499, "loss_box_reg": 0.2466709187719971, "loss_cls": 0.23340935725718737, "loss_mask": 0.257342373020947, "loss_rpn_cls": 0.04427010493236594, "loss_rpn_loc": 0.06903474486898631, "loss_sem_seg": 0.324538741260767, "lr": 0.02, "mask_rcnn/accuracy": 0.8806676688532555, "mask_rcnn/false_negative": 0.08074039239229712, "mask_rcnn/false_positive": 0.1414859169314308, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5605603570038511, "total_loss": 1.2154337293613935} {"data_time": 0.012902831997053, "eta_seconds": 96892.27579839759, "fast_rcnn/cls_accuracy": 0.9130859375, "fast_rcnn/false_negative": 0.349921875, "fast_rcnn/fg_cls_accuracy": 0.588265306122449, "iteration": 98519, "loss_box_reg": 0.22749284096062183, "loss_cls": 0.2089054931420833, "loss_mask": 0.26625391049310565, "loss_rpn_cls": 0.0401227546390146, "loss_rpn_loc": 0.07194528443505988, "loss_sem_seg": 0.31821214919909835, "lr": 0.02, "mask_rcnn/accuracy": 0.8811508832231394, "mask_rcnn/false_negative": 0.09553866560255617, "mask_rcnn/false_positive": 0.13676425909562093, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.5517172840009152, "total_loss": 1.1565567555444431} {"data_time": 0.012071532000845764, "eta_seconds": 96880.97515566768, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.32401187314482116, "fast_rcnn/fg_cls_accuracy": 0.6550715870135108, "iteration": 98539, "loss_box_reg": 0.24391814647242427, "loss_cls": 0.229604450520128, "loss_mask": 0.26695162057876587, "loss_rpn_cls": 0.050547713530249894, "loss_rpn_loc": 0.08233784476760775, "loss_sem_seg": 0.31263027898967266, "lr": 0.02, "mask_rcnn/accuracy": 0.8907193434348701, "mask_rcnn/false_negative": 0.09341639220047898, "mask_rcnn/false_positive": 0.12675913083922058, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 236.75, "rpn/num_pos_anchors": 19.25, "time": 0.5611921019990405, "total_loss": 1.1830517726484686} {"data_time": 0.01304412850367953, "eta_seconds": 96819.99896959496, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.40761518262115065, "fast_rcnn/fg_cls_accuracy": 0.542706174886034, "iteration": 98559, "loss_box_reg": 0.22531548468396068, "loss_cls": 0.21756400843150914, "loss_mask": 0.2689165035262704, "loss_rpn_cls": 0.04793061863165349, "loss_rpn_loc": 0.07325387021410279, "loss_sem_seg": 0.34494373574852943, "lr": 0.02, "mask_rcnn/accuracy": 0.8847417386036147, "mask_rcnn/false_negative": 0.09793648848651999, "mask_rcnn/false_positive": 0.14034281503472612, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5575584284997603, "total_loss": 1.2338670317694778} {"data_time": 0.011104129498562543, "eta_seconds": 96984.07697609082, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.3052036199095023, "fast_rcnn/fg_cls_accuracy": 0.6123835403726708, "iteration": 98579, "loss_box_reg": 0.25225290935486555, "loss_cls": 0.23363775946199894, "loss_mask": 0.24473030865192413, "loss_rpn_cls": 0.042304908158257604, "loss_rpn_loc": 0.08483134453126695, "loss_sem_seg": 0.3233088213019073, "lr": 0.02, "mask_rcnn/accuracy": 0.8963382259476951, "mask_rcnn/false_negative": 0.08711936801074452, "mask_rcnn/false_positive": 0.1368472283591084, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5790267459960887, "total_loss": 1.1841078673896845} {"data_time": 0.013062229998467956, "eta_seconds": 96949.89368909986, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.2722074468085106, "fast_rcnn/fg_cls_accuracy": 0.6786123853211009, "iteration": 98599, "loss_box_reg": 0.22693798085674644, "loss_cls": 0.23042301810346544, "loss_mask": 0.25009620329365134, "loss_rpn_cls": 0.044210123072844, "loss_rpn_loc": 0.07146135315997526, "loss_sem_seg": 0.3425475471885875, "lr": 0.02, "mask_rcnn/accuracy": 0.8940689615398398, "mask_rcnn/false_negative": 0.09423207492061825, "mask_rcnn/false_positive": 0.11522398312843454, "roi_head/num_bg_samples": 460.25, "roi_head/num_fg_samples": 51.75, "rpn/num_neg_anchors": 239.0, "rpn/num_pos_anchors": 17.0, "time": 0.553254051003023, "total_loss": 1.1424617478187429} {"data_time": 0.012597871998877963, "eta_seconds": 96915.24238312205, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.3626672240802675, "fast_rcnn/fg_cls_accuracy": 0.635840874811463, "iteration": 98619, "loss_box_reg": 0.2638214956969023, "loss_cls": 0.24187773326411843, "loss_mask": 0.2720318576321006, "loss_rpn_cls": 0.049645687962765805, "loss_rpn_loc": 0.08285629976307973, "loss_sem_seg": 0.34955120785161853, "lr": 0.02, "mask_rcnn/accuracy": 0.870420434593819, "mask_rcnn/false_negative": 0.09911670368983888, "mask_rcnn/false_positive": 0.14108420806141836, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 0.5789568165018864, "total_loss": 1.2643243478232762} {"data_time": 0.013249112500488991, "eta_seconds": 96903.93246634211, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.40532644593106953, "fast_rcnn/fg_cls_accuracy": 0.5485068084857694, "iteration": 98639, "loss_box_reg": 0.23822361463680863, "loss_cls": 0.2209691829048097, "loss_mask": 0.2683699382469058, "loss_rpn_cls": 0.053957678959704936, "loss_rpn_loc": 0.07948541414225474, "loss_sem_seg": 0.3713458850979805, "lr": 0.02, "mask_rcnn/accuracy": 0.890964593363754, "mask_rcnn/false_negative": 0.09091732484260341, "mask_rcnn/false_positive": 0.13412829519280522, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.5759694460030005, "total_loss": 1.2334889530320652} {"data_time": 0.012016926499200054, "eta_seconds": 96813.17129928821, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.35521813515825496, "fast_rcnn/fg_cls_accuracy": 0.5705101551255398, "iteration": 98659, "loss_box_reg": 0.227767986478284, "loss_cls": 0.20815546019002795, "loss_mask": 0.2653482062742114, "loss_rpn_cls": 0.0394436625065282, "loss_rpn_loc": 0.0806110340054147, "loss_sem_seg": 0.33082860708236694, "lr": 0.02, "mask_rcnn/accuracy": 0.8767369913804031, "mask_rcnn/false_negative": 0.09719452355868326, "mask_rcnn/false_positive": 0.12685392316115526, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.5636945110018132, "total_loss": 1.137501565812272} {"data_time": 0.011797543498687446, "eta_seconds": 96752.22988357498, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.2967400017814198, "fast_rcnn/fg_cls_accuracy": 0.6622938530734632, "iteration": 98679, "loss_box_reg": 0.22982636583037674, "loss_cls": 0.21581847360357642, "loss_mask": 0.2600408848375082, "loss_rpn_cls": 0.04701077766367234, "loss_rpn_loc": 0.07467204556451179, "loss_sem_seg": 0.35672660171985626, "lr": 0.02, "mask_rcnn/accuracy": 0.8786884474286609, "mask_rcnn/false_negative": 0.11472477825113306, "mask_rcnn/false_positive": 0.12213777415472063, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.56228110200027, "total_loss": 1.1928030621202197} {"data_time": 0.013240233998658368, "eta_seconds": 96755.31849546255, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.36274708223706403, "fast_rcnn/fg_cls_accuracy": 0.5845144912206472, "iteration": 98699, "loss_box_reg": 0.22541549056768417, "loss_cls": 0.2279130439274013, "loss_mask": 0.2541784942150116, "loss_rpn_cls": 0.04485187178943306, "loss_rpn_loc": 0.06476420818944462, "loss_sem_seg": 0.3150177248753607, "lr": 0.02, "mask_rcnn/accuracy": 0.8867143028440715, "mask_rcnn/false_negative": 0.09498291238709937, "mask_rcnn/false_positive": 0.13219942951221572, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5629127694992349, "total_loss": 1.0938953296135878} {"data_time": 0.011881042999448255, "eta_seconds": 96779.26937109847, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.3598286530223703, "fast_rcnn/fg_cls_accuracy": 0.5604231568016614, "iteration": 98719, "loss_box_reg": 0.24424732942134142, "loss_cls": 0.21224721753969789, "loss_mask": 0.2589691476896405, "loss_rpn_cls": 0.044750679517164826, "loss_rpn_loc": 0.07464829122181982, "loss_sem_seg": 0.33667154936119914, "lr": 0.02, "mask_rcnn/accuracy": 0.8923849477856385, "mask_rcnn/false_negative": 0.08946114457335505, "mask_rcnn/false_positive": 0.130767430218984, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5695268829986162, "total_loss": 1.2047759665583726} {"data_time": 0.011734220999642275, "eta_seconds": 96767.96872836856, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3359580052493438, "fast_rcnn/fg_cls_accuracy": 0.6085250815480914, "iteration": 98739, "loss_box_reg": 0.2319416031241417, "loss_cls": 0.1998756076209247, "loss_mask": 0.24893591739237309, "loss_rpn_cls": 0.03984100409434177, "loss_rpn_loc": 0.07281221635639668, "loss_sem_seg": 0.3616974763572216, "lr": 0.02, "mask_rcnn/accuracy": 0.900350157729302, "mask_rcnn/false_negative": 0.1017892579455762, "mask_rcnn/false_positive": 0.11807144197712999, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5513836574973539, "total_loss": 1.1896614403813146} {"data_time": 0.012006164499325678, "eta_seconds": 96823.35695186691, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.34189565909996017, "fast_rcnn/fg_cls_accuracy": 0.6009496676163343, "iteration": 98759, "loss_box_reg": 0.26114485366269946, "loss_cls": 0.24649925995618105, "loss_mask": 0.2693326910957694, "loss_rpn_cls": 0.04117202555062249, "loss_rpn_loc": 0.08350901372614317, "loss_sem_seg": 0.3134453890379518, "lr": 0.02, "mask_rcnn/accuracy": 0.8775977286089722, "mask_rcnn/false_negative": 0.11741115327845125, "mask_rcnn/false_positive": 0.1293940522674443, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.5723934855013795, "total_loss": 1.2524886125174817} {"data_time": 0.011678225000650855, "eta_seconds": 96787.79497995999, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.36162113748320646, "fast_rcnn/fg_cls_accuracy": 0.5655697243932538, "iteration": 98779, "loss_box_reg": 0.23318604566156864, "loss_cls": 0.2092930271755904, "loss_mask": 0.2486310084350407, "loss_rpn_cls": 0.0463863083277829, "loss_rpn_loc": 0.07668689172714949, "loss_sem_seg": 0.32798752188682556, "lr": 0.02, "mask_rcnn/accuracy": 0.902535755681583, "mask_rcnn/false_negative": 0.07445964734912885, "mask_rcnn/false_positive": 0.12080587042794183, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.564355455499026, "total_loss": 1.1582037568587111} {"data_time": 0.012448381501599215, "eta_seconds": 96777.90401574547, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.34975711311589175, "fast_rcnn/fg_cls_accuracy": 0.6167929292929293, "iteration": 98799, "loss_box_reg": 0.2623822223395109, "loss_cls": 0.24176000151783228, "loss_mask": 0.2621461823582649, "loss_rpn_cls": 0.04111812493647449, "loss_rpn_loc": 0.07243370151263662, "loss_sem_seg": 0.34991410933434963, "lr": 0.02, "mask_rcnn/accuracy": 0.8740702606343742, "mask_rcnn/false_negative": 0.0982078342116535, "mask_rcnn/false_positive": 0.15150188248821952, "roi_head/num_bg_samples": 426.5, "roi_head/num_fg_samples": 85.5, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.5671765139995841, "total_loss": 1.2738369109283667} {"data_time": 0.013898232002247823, "eta_seconds": 96886.15012054254, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.27303271441202476, "fast_rcnn/fg_cls_accuracy": 0.6810739668333772, "iteration": 98819, "loss_box_reg": 0.2545373681932688, "loss_cls": 0.2235269919037819, "loss_mask": 0.254039459861815, "loss_rpn_cls": 0.042417023301823065, "loss_rpn_loc": 0.0737988431355916, "loss_sem_seg": 0.29864911921322346, "lr": 0.02, "mask_rcnn/accuracy": 0.8931250433847009, "mask_rcnn/false_negative": 0.08797003969907853, "mask_rcnn/false_positive": 0.12050509154585787, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5804433574994619, "total_loss": 1.1925169937312603} {"data_time": 0.01290851350131561, "eta_seconds": 96591.73719774748, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.39900185223296974, "fast_rcnn/fg_cls_accuracy": 0.6009981477670303, "iteration": 98839, "loss_box_reg": 0.22926855133846402, "loss_cls": 0.21501269796863198, "loss_mask": 0.25597328040748835, "loss_rpn_cls": 0.04500833700876683, "loss_rpn_loc": 0.06760790906264447, "loss_sem_seg": 0.3466813191771507, "lr": 0.02, "mask_rcnn/accuracy": 0.9010556525241675, "mask_rcnn/false_negative": 0.09738146373870005, "mask_rcnn/false_positive": 0.12468465530276904, "roi_head/num_bg_samples": 432.75, "roi_head/num_fg_samples": 79.25, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5500272419994872, "total_loss": 1.188898052845616} {"data_time": 0.013077402996714227, "eta_seconds": 96580.4505451575, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.3140909090909091, "fast_rcnn/fg_cls_accuracy": 0.6515151515151515, "iteration": 98859, "loss_box_reg": 0.22423233557492495, "loss_cls": 0.20943459030240774, "loss_mask": 0.24477775860577822, "loss_rpn_cls": 0.04344542941544205, "loss_rpn_loc": 0.0626640903938096, "loss_sem_seg": 0.34428773261606693, "lr": 0.02, "mask_rcnn/accuracy": 0.8887661391497887, "mask_rcnn/false_negative": 0.10378122073705565, "mask_rcnn/false_positive": 0.12721514093863664, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5708471935031412, "total_loss": 1.1594343722681515} {"data_time": 0.012418965499819024, "eta_seconds": 96642.9616202222, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3568548387096774, "fast_rcnn/fg_cls_accuracy": 0.5540212107821476, "iteration": 98879, "loss_box_reg": 0.22539808973670006, "loss_cls": 0.22564986953511834, "loss_mask": 0.25211707782000303, "loss_rpn_cls": 0.03944176927325316, "loss_rpn_loc": 0.07914625221746974, "loss_sem_seg": 0.2856720220297575, "lr": 0.02, "mask_rcnn/accuracy": 0.8913206189781491, "mask_rcnn/false_negative": 0.08032655880280928, "mask_rcnn/false_positive": 0.12038857544441102, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 235.0, "rpn/num_pos_anchors": 21.0, "time": 0.5733459175025928, "total_loss": 1.1455151330446824} {"data_time": 0.011974746495980071, "eta_seconds": 96557.87723997752, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3269230769230769, "fast_rcnn/fg_cls_accuracy": 0.5512071436445816, "iteration": 98899, "loss_box_reg": 0.2186446408741176, "loss_cls": 0.20373120997101068, "loss_mask": 0.24807601887732744, "loss_rpn_cls": 0.0409691667300649, "loss_rpn_loc": 0.06975228659575805, "loss_sem_seg": 0.34720899956300855, "lr": 0.02, "mask_rcnn/accuracy": 0.8962112256210688, "mask_rcnn/false_negative": 0.0866692829100191, "mask_rcnn/false_positive": 0.1048795386452149, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 0.5526222894986859, "total_loss": 1.150127553672064} {"data_time": 0.012173473998700501, "eta_seconds": 96469.51919505213, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.3157788825757576, "fast_rcnn/fg_cls_accuracy": 0.6754100005015297, "iteration": 98919, "loss_box_reg": 0.20294809411279857, "loss_cls": 0.1948782540857792, "loss_mask": 0.2553418157622218, "loss_rpn_cls": 0.04236727117677219, "loss_rpn_loc": 0.07287701600580476, "loss_sem_seg": 0.3514404792804271, "lr": 0.02, "mask_rcnn/accuracy": 0.8858578485285944, "mask_rcnn/false_negative": 0.1105311518749266, "mask_rcnn/false_positive": 0.140119591492748, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.5564014024967037, "total_loss": 1.1382601356162922} {"data_time": 0.01272253500064835, "eta_seconds": 96460.63726164322, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.37228260869565216, "fast_rcnn/fg_cls_accuracy": 0.5725308641975309, "iteration": 98939, "loss_box_reg": 0.24408845696598291, "loss_cls": 0.22118300711736083, "loss_mask": 0.2587539404630661, "loss_rpn_cls": 0.04334950918564573, "loss_rpn_loc": 0.07785334042273462, "loss_sem_seg": 0.33615416614338756, "lr": 0.02, "mask_rcnn/accuracy": 0.8832514487276393, "mask_rcnn/false_negative": 0.09047926759695082, "mask_rcnn/false_positive": 0.13593418326022605, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5645118534994253, "total_loss": 1.1961474737618119} {"data_time": 0.012606895998032996, "eta_seconds": 96442.77545846181, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.37378094523630906, "fast_rcnn/fg_cls_accuracy": 0.5582150101419878, "iteration": 98959, "loss_box_reg": 0.22817824204685166, "loss_cls": 0.21216324879787862, "loss_mask": 0.2612921120598912, "loss_rpn_cls": 0.03997219825396314, "loss_rpn_loc": 0.07228981785010546, "loss_sem_seg": 0.30737174674868584, "lr": 0.02, "mask_rcnn/accuracy": 0.8800394527373425, "mask_rcnn/false_negative": 0.11667762593839444, "mask_rcnn/false_positive": 0.10077398468602566, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5563940674946934, "total_loss": 1.092952134567895} {"data_time": 0.01250715650166967, "eta_seconds": 96512.73062961757, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.3835380087283061, "fast_rcnn/fg_cls_accuracy": 0.5890925480769231, "iteration": 98979, "loss_box_reg": 0.2408419883577153, "loss_cls": 0.23403261695057154, "loss_mask": 0.2750287400558591, "loss_rpn_cls": 0.05102075991453603, "loss_rpn_loc": 0.08938989590387791, "loss_sem_seg": 0.35236901231110096, "lr": 0.02, "mask_rcnn/accuracy": 0.888528221411562, "mask_rcnn/false_negative": 0.09607289395165679, "mask_rcnn/false_positive": 0.12928143482845345, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.56949211599931, "total_loss": 1.259618362528272} {"data_time": 0.01314047349660541, "eta_seconds": 96472.22546351374, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3788825757575758, "fast_rcnn/fg_cls_accuracy": 0.5704700683005223, "iteration": 98999, "loss_box_reg": 0.2505620950832963, "loss_cls": 0.21817047195509076, "loss_mask": 0.256902483291924, "loss_rpn_cls": 0.041224670654628426, "loss_rpn_loc": 0.07095521839801222, "loss_sem_seg": 0.29553132969886065, "lr": 0.02, "mask_rcnn/accuracy": 0.8826843253455428, "mask_rcnn/false_negative": 0.09374635467298717, "mask_rcnn/false_positive": 0.12168816591596343, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5607810829969821, "total_loss": 1.1470205764344428} {"data_time": 0.011875496496941196, "eta_seconds": 96460.94222827377, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.4049468085106383, "fast_rcnn/fg_cls_accuracy": 0.5540336940145185, "iteration": 99019, "loss_box_reg": 0.24599226424470544, "loss_cls": 0.22515148436650634, "loss_mask": 0.25624344125390053, "loss_rpn_cls": 0.042601655804901384, "loss_rpn_loc": 0.07201098703080788, "loss_sem_seg": 0.3287687029223889, "lr": 0.02, "mask_rcnn/accuracy": 0.8833212351775515, "mask_rcnn/false_negative": 0.0954788570842157, "mask_rcnn/false_positive": 0.12220657665361268, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5670031440022285, "total_loss": 1.167326519236667} {"data_time": 0.0124397220024548, "eta_seconds": 96397.6668468618, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.31344998232591026, "fast_rcnn/fg_cls_accuracy": 0.679858863718087, "iteration": 99039, "loss_box_reg": 0.21924003516323864, "loss_cls": 0.19234466180205345, "loss_mask": 0.26119214855134487, "loss_rpn_cls": 0.045397473470075056, "loss_rpn_loc": 0.07812234695302323, "loss_sem_seg": 0.3154556108638644, "lr": 0.02, "mask_rcnn/accuracy": 0.9012900630050678, "mask_rcnn/false_negative": 0.09610090021951666, "mask_rcnn/false_positive": 0.11530152252399153, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.55281421449763, "total_loss": 1.1140003215405159} {"data_time": 0.013334658498934004, "eta_seconds": 96324.26623050796, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3752458430180583, "fast_rcnn/fg_cls_accuracy": 0.5713029218843172, "iteration": 99059, "loss_box_reg": 0.23492562538012862, "loss_cls": 0.21101835102308542, "loss_mask": 0.2509650229476392, "loss_rpn_cls": 0.03816721786279231, "loss_rpn_loc": 0.06928601552499458, "loss_sem_seg": 0.3367263969266787, "lr": 0.02, "mask_rcnn/accuracy": 0.8872114599732679, "mask_rcnn/false_negative": 0.10846547119805153, "mask_rcnn/false_positive": 0.13224611052563712, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.55479166099758, "total_loss": 1.1512322341150139} {"data_time": 0.011865645501529798, "eta_seconds": 96290.27556078738, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.350383631713555, "fast_rcnn/fg_cls_accuracy": 0.6068688344903179, "iteration": 99079, "loss_box_reg": 0.24423203617334366, "loss_cls": 0.220563085982576, "loss_mask": 0.271775808185339, "loss_rpn_cls": 0.04995237453840673, "loss_rpn_loc": 0.08893286506645381, "loss_sem_seg": 0.3407414937391877, "lr": 0.02, "mask_rcnn/accuracy": 0.8872853464694148, "mask_rcnn/false_negative": 0.09327906130833413, "mask_rcnn/false_positive": 0.13912573480968005, "roi_head/num_bg_samples": 431.75, "roi_head/num_fg_samples": 80.25, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5799391565014957, "total_loss": 1.2018087148899212} {"data_time": 0.012484728496929165, "eta_seconds": 96249.70214656995, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3328589500316256, "fast_rcnn/fg_cls_accuracy": 0.6246442125237192, "iteration": 99099, "loss_box_reg": 0.25157743343152106, "loss_cls": 0.22397939511574805, "loss_mask": 0.2563555780798197, "loss_rpn_cls": 0.052076476655201986, "loss_rpn_loc": 0.09076537255896255, "loss_sem_seg": 0.35275263036601245, "lr": 0.02, "mask_rcnn/accuracy": 0.8825039088215931, "mask_rcnn/false_negative": 0.09987097224935512, "mask_rcnn/false_positive": 0.12019456819695082, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5570116859998961, "total_loss": 1.2603619088185951} {"data_time": 0.01228211350098718, "eta_seconds": 96318.2944589458, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3278816199376947, "fast_rcnn/fg_cls_accuracy": 0.6488095238095237, "iteration": 99119, "loss_box_reg": 0.23401712602935731, "loss_cls": 0.227309244684875, "loss_mask": 0.2567586391232908, "loss_rpn_cls": 0.04742026439635083, "loss_rpn_loc": 0.08307364833308384, "loss_sem_seg": 0.32030444080010056, "lr": 0.02, "mask_rcnn/accuracy": 0.8986704368335822, "mask_rcnn/false_negative": 0.09207501516093088, "mask_rcnn/false_positive": 0.10958671032485084, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5728050165016612, "total_loss": 1.2160918659355957} {"data_time": 0.012084407000656938, "eta_seconds": 96279.18669254784, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3761873566983295, "fast_rcnn/fg_cls_accuracy": 0.5848591549295774, "iteration": 99139, "loss_box_reg": 0.2324662311002612, "loss_cls": 0.23060385137796402, "loss_mask": 0.25675659626722336, "loss_rpn_cls": 0.0452888959844131, "loss_rpn_loc": 0.09604571177624166, "loss_sem_seg": 0.329317691270262, "lr": 0.02, "mask_rcnn/accuracy": 0.8741358077895485, "mask_rcnn/false_negative": 0.11083119590071769, "mask_rcnn/false_positive": 0.1326583685039317, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5523639434977667, "total_loss": 1.236759815539699} {"data_time": 0.012431120499968529, "eta_seconds": 96316.77972603275, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.3598427194317605, "fast_rcnn/fg_cls_accuracy": 0.5860590027256694, "iteration": 99159, "loss_box_reg": 0.25149248354136944, "loss_cls": 0.23610609979368746, "loss_mask": 0.2698868131265044, "loss_rpn_cls": 0.046288515150081366, "loss_rpn_loc": 0.08768750313902274, "loss_sem_seg": 0.3189774928614497, "lr": 0.02, "mask_rcnn/accuracy": 0.8877182162627919, "mask_rcnn/false_negative": 0.09662496262679099, "mask_rcnn/false_positive": 0.14660456973517133, "roi_head/num_bg_samples": 433.0, "roi_head/num_fg_samples": 79.0, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.578971114999149, "total_loss": 1.2501163604611065} {"data_time": 0.013307206500030588, "eta_seconds": 96318.72677656179, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.35019064820389323, "fast_rcnn/fg_cls_accuracy": 0.6315997326690564, "iteration": 99179, "loss_box_reg": 0.23461442033294588, "loss_cls": 0.214094340801239, "loss_mask": 0.2705516004934907, "loss_rpn_cls": 0.04627708710904699, "loss_rpn_loc": 0.07780432034633122, "loss_sem_seg": 0.3447333537042141, "lr": 0.02, "mask_rcnn/accuracy": 0.8963601465581194, "mask_rcnn/false_negative": 0.09660409133118017, "mask_rcnn/false_positive": 0.11631951090162113, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5693399754964048, "total_loss": 1.170758631604258} {"data_time": 0.012651109500438906, "eta_seconds": 96359.39311111403, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.365103127079175, "fast_rcnn/fg_cls_accuracy": 0.6038888888888889, "iteration": 99199, "loss_box_reg": 0.2407345250248909, "loss_cls": 0.20443612709641457, "loss_mask": 0.2718797195702791, "loss_rpn_cls": 0.044805996905779466, "loss_rpn_loc": 0.08701226618723013, "loss_sem_seg": 0.3451483463868499, "lr": 0.02, "mask_rcnn/accuracy": 0.8796667019516451, "mask_rcnn/false_negative": 0.10404617963596305, "mask_rcnn/false_positive": 0.12921649180622116, "roi_head/num_bg_samples": 463.25, "roi_head/num_fg_samples": 48.75, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.57231494950247, "total_loss": 1.184055677447759} {"data_time": 0.013491730504028965, "eta_seconds": 96278.20434552216, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.2574954768674076, "fast_rcnn/fg_cls_accuracy": 0.7301571313456889, "iteration": 99219, "loss_box_reg": 0.21547711663879454, "loss_cls": 0.21297980193048716, "loss_mask": 0.2555482843890786, "loss_rpn_cls": 0.04618314607068896, "loss_rpn_loc": 0.08227884082589298, "loss_sem_seg": 0.3448541332036257, "lr": 0.02, "mask_rcnn/accuracy": 0.9144302089046024, "mask_rcnn/false_negative": 0.09291505413741413, "mask_rcnn/false_positive": 0.09464511764857346, "roi_head/num_bg_samples": 459.0, "roi_head/num_fg_samples": 53.0, "rpn/num_neg_anchors": 234.25, "rpn/num_pos_anchors": 21.75, "time": 0.5559465445003298, "total_loss": 1.1713772517978214} {"data_time": 0.012199646997032687, "eta_seconds": 96266.92929685216, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.4191682301438399, "fast_rcnn/fg_cls_accuracy": 0.5624223602484473, "iteration": 99239, "loss_box_reg": 0.2563582081347704, "loss_cls": 0.22146602114662528, "loss_mask": 0.2721572173759341, "loss_rpn_cls": 0.04766130051575601, "loss_rpn_loc": 0.07672918631578796, "loss_sem_seg": 0.3534051408059895, "lr": 0.02, "mask_rcnn/accuracy": 0.8773039946244433, "mask_rcnn/false_negative": 0.11405398373571402, "mask_rcnn/false_positive": 0.1293094581906462, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5786003509965667, "total_loss": 1.2403623838326894} {"data_time": 0.012734865998936584, "eta_seconds": 96211.56738560766, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.33114035087719296, "fast_rcnn/fg_cls_accuracy": 0.6291271892047086, "iteration": 99259, "loss_box_reg": 0.22468718839809299, "loss_cls": 0.19755247654393315, "loss_mask": 0.2546244254335761, "loss_rpn_cls": 0.048756933014374226, "loss_rpn_loc": 0.0750725824618712, "loss_sem_seg": 0.3242800524458289, "lr": 0.02, "mask_rcnn/accuracy": 0.8764220093015955, "mask_rcnn/false_negative": 0.10224486977604064, "mask_rcnn/false_positive": 0.1370106607629768, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5531105034970096, "total_loss": 1.12677682859794} {"data_time": 0.012706386001809733, "eta_seconds": 96177.60330218746, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.3128156565656566, "fast_rcnn/fg_cls_accuracy": 0.6705528846153845, "iteration": 99279, "loss_box_reg": 0.24551253765821457, "loss_cls": 0.22197690582834184, "loss_mask": 0.2648287760093808, "loss_rpn_cls": 0.04446510749403387, "loss_rpn_loc": 0.07771770693943836, "loss_sem_seg": 0.3405323170591146, "lr": 0.02, "mask_rcnn/accuracy": 0.8970043166768369, "mask_rcnn/false_negative": 0.11584321331749954, "mask_rcnn/false_positive": 0.10316305352990215, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5676109570013068, "total_loss": 1.1859718433988746} {"data_time": 0.01209532500433852, "eta_seconds": 96147.93800812867, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3217408274785324, "fast_rcnn/fg_cls_accuracy": 0.6350574712643677, "iteration": 99299, "loss_box_reg": 0.23236034158617258, "loss_cls": 0.21489087585359812, "loss_mask": 0.25633225217461586, "loss_rpn_cls": 0.04214813734870404, "loss_rpn_loc": 0.07359019434079528, "loss_sem_seg": 0.3335500690154731, "lr": 0.02, "mask_rcnn/accuracy": 0.8896082510873202, "mask_rcnn/false_negative": 0.10605298881165481, "mask_rcnn/false_positive": 0.09943205941897845, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5525742754980456, "total_loss": 1.146420975732326} {"data_time": 0.012435178501618793, "eta_seconds": 96177.75773213757, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.32911309367620045, "fast_rcnn/fg_cls_accuracy": 0.6708869063237995, "iteration": 99319, "loss_box_reg": 0.24098242120817304, "loss_cls": 0.23461263650096953, "loss_mask": 0.26996217854321003, "loss_rpn_cls": 0.053896917786914855, "loss_rpn_loc": 0.08459326141746715, "loss_sem_seg": 0.34825535397976637, "lr": 0.02, "mask_rcnn/accuracy": 0.8885214127157888, "mask_rcnn/false_negative": 0.08345009840555914, "mask_rcnn/false_positive": 0.11318591039380521, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5660397740030021, "total_loss": 1.2595309044700116} {"data_time": 0.011098494000179926, "eta_seconds": 96173.05411438891, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.3294685990338164, "fast_rcnn/fg_cls_accuracy": 0.6162380063965884, "iteration": 99339, "loss_box_reg": 0.245664166752249, "loss_cls": 0.21623501414433122, "loss_mask": 0.2624072125181556, "loss_rpn_cls": 0.04563412381685339, "loss_rpn_loc": 0.09488913777749985, "loss_sem_seg": 0.3078827648423612, "lr": 0.02, "mask_rcnn/accuracy": 0.8869726571834823, "mask_rcnn/false_negative": 0.09572319701078404, "mask_rcnn/false_positive": 0.13287998158122, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.5808923719996528, "total_loss": 1.2039747709641233} {"data_time": 0.013491378998878645, "eta_seconds": 96161.78346038895, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.3248299319727891, "fast_rcnn/fg_cls_accuracy": 0.6605392156862745, "iteration": 99359, "loss_box_reg": 0.22021322511136532, "loss_cls": 0.20700011134613305, "loss_mask": 0.2519848165102303, "loss_rpn_cls": 0.04226992413168773, "loss_rpn_loc": 0.06302135688747512, "loss_sem_seg": 0.34460494900122285, "lr": 0.02, "mask_rcnn/accuracy": 0.9010923410061699, "mask_rcnn/false_negative": 0.08068325023847261, "mask_rcnn/false_positive": 0.09229993122683687, "roi_head/num_bg_samples": 467.5, "roi_head/num_fg_samples": 44.5, "rpn/num_neg_anchors": 234.5, "rpn/num_pos_anchors": 21.5, "time": 0.5665127899956133, "total_loss": 1.1257268733461387} {"data_time": 0.012321248002990615, "eta_seconds": 96188.0039561622, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.3319507290095525, "fast_rcnn/fg_cls_accuracy": 0.6153592254373419, "iteration": 99379, "loss_box_reg": 0.23367523262277246, "loss_cls": 0.22103456570766866, "loss_mask": 0.2548354072496295, "loss_rpn_cls": 0.045884686638601124, "loss_rpn_loc": 0.07743587758159265, "loss_sem_seg": 0.3356544394046068, "lr": 0.02, "mask_rcnn/accuracy": 0.8897667390273417, "mask_rcnn/false_negative": 0.08732674970624417, "mask_rcnn/false_positive": 0.12561141179119126, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5668884010010515, "total_loss": 1.1930751057516318} {"data_time": 0.012838456499594031, "eta_seconds": 96176.7289074922, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.3582874876569333, "fast_rcnn/fg_cls_accuracy": 0.5461933870519589, "iteration": 99399, "loss_box_reg": 0.2513572624884546, "loss_cls": 0.24564636056311429, "loss_mask": 0.2612293120473623, "loss_rpn_cls": 0.046159135818015784, "loss_rpn_loc": 0.07777726379572414, "loss_sem_seg": 0.3063828721642494, "lr": 0.02, "mask_rcnn/accuracy": 0.9047194489404332, "mask_rcnn/false_negative": 0.07396198135727718, "mask_rcnn/false_positive": 0.1334310370920978, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 0.560697667497152, "total_loss": 1.1851995234610513} {"data_time": 0.013244446501630591, "eta_seconds": 96195.89037039648, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.3459040959040959, "fast_rcnn/fg_cls_accuracy": 0.6394353310241161, "iteration": 99419, "loss_box_reg": 0.22958111856132746, "loss_cls": 0.2188341193832457, "loss_mask": 0.25277408864349127, "loss_rpn_cls": 0.046218186034820974, "loss_rpn_loc": 0.07641980267362669, "loss_sem_seg": 0.33459278754889965, "lr": 0.02, "mask_rcnn/accuracy": 0.8999178228603695, "mask_rcnn/false_negative": 0.08649898717117292, "mask_rcnn/false_positive": 0.09396368761311553, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5671480175005854, "total_loss": 1.1508608765434474} {"data_time": 0.01327030150059727, "eta_seconds": 96210.6293844083, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.293997485857951, "fast_rcnn/fg_cls_accuracy": 0.6262154252808458, "iteration": 99439, "loss_box_reg": 0.23059049481526017, "loss_cls": 0.22037726175040007, "loss_mask": 0.2619585245847702, "loss_rpn_cls": 0.03697266289964318, "loss_rpn_loc": 0.07568916189484298, "loss_sem_seg": 0.37414920423179865, "lr": 0.02, "mask_rcnn/accuracy": 0.8916250529498911, "mask_rcnn/false_negative": 0.08210681767290928, "mask_rcnn/false_positive": 0.12202768791112203, "roi_head/num_bg_samples": 456.75, "roi_head/num_fg_samples": 55.25, "rpn/num_neg_anchors": 235.75, "rpn/num_pos_anchors": 20.25, "time": 0.5686241425028129, "total_loss": 1.2174079082906246} {"data_time": 0.012650335502257803, "eta_seconds": 96199.34771633829, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.31761306950448953, "fast_rcnn/fg_cls_accuracy": 0.6056390977443609, "iteration": 99459, "loss_box_reg": 0.24606126151047647, "loss_cls": 0.2233682102523744, "loss_mask": 0.2672882517799735, "loss_rpn_cls": 0.0475744107097853, "loss_rpn_loc": 0.07572277169674635, "loss_sem_seg": 0.3767780577763915, "lr": 0.02, "mask_rcnn/accuracy": 0.8971615867203624, "mask_rcnn/false_negative": 0.09497691033037008, "mask_rcnn/false_positive": 0.117402844471931, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5604229960008524, "total_loss": 1.2316413113148883} {"data_time": 0.01461505749830394, "eta_seconds": 96154.65996076944, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.43038447181784245, "fast_rcnn/fg_cls_accuracy": 0.5443262411347518, "iteration": 99479, "loss_box_reg": 0.21114525152370334, "loss_cls": 0.21171458857133985, "loss_mask": 0.26396938785910606, "loss_rpn_cls": 0.050122609463869594, "loss_rpn_loc": 0.07030291183036752, "loss_sem_seg": 0.30571609269827604, "lr": 0.02, "mask_rcnn/accuracy": 0.8819216130388081, "mask_rcnn/false_negative": 0.09522537459838212, "mask_rcnn/false_positive": 0.15232506990649025, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5550541449993034, "total_loss": 1.1131015566643327} {"data_time": 0.012032421996991616, "eta_seconds": 96110.66485925723, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3074239304506978, "fast_rcnn/fg_cls_accuracy": 0.6446296545234574, "iteration": 99499, "loss_box_reg": 0.23210529144853354, "loss_cls": 0.22177773574367166, "loss_mask": 0.26225178502500057, "loss_rpn_cls": 0.05401506565976888, "loss_rpn_loc": 0.0918905907892622, "loss_sem_seg": 0.29826385085470974, "lr": 0.02, "mask_rcnn/accuracy": 0.906367418276481, "mask_rcnn/false_negative": 0.08250785950902417, "mask_rcnn/false_positive": 0.10555136337780885, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 236.75, "rpn/num_pos_anchors": 19.25, "time": 0.5508358014994883, "total_loss": 1.1705903228430543} {"data_time": 0.012532044500403572, "eta_seconds": 96165.50271212828, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.31192602578144746, "fast_rcnn/fg_cls_accuracy": 0.6387750180853629, "iteration": 99519, "loss_box_reg": 0.24061852600425482, "loss_cls": 0.22110861167311668, "loss_mask": 0.2603612719103694, "loss_rpn_cls": 0.052846089587546885, "loss_rpn_loc": 0.08198712108423933, "loss_sem_seg": 0.36518145399168134, "lr": 0.02, "mask_rcnn/accuracy": 0.8850751093239584, "mask_rcnn/false_negative": 0.10255459212122464, "mask_rcnn/false_positive": 0.12290459395739282, "roi_head/num_bg_samples": 431.25, "roi_head/num_fg_samples": 80.75, "rpn/num_neg_anchors": 199.0, "rpn/num_pos_anchors": 57.0, "time": 0.5747073309976258, "total_loss": 1.2181539931334555} {"data_time": 0.0128833785020106, "eta_seconds": 96295.95834319133, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3871548619447779, "fast_rcnn/fg_cls_accuracy": 0.5831264938407796, "iteration": 99539, "loss_box_reg": 0.24920233339071274, "loss_cls": 0.2356489805970341, "loss_mask": 0.2539417021907866, "loss_rpn_cls": 0.05005429798620753, "loss_rpn_loc": 0.07146205648314208, "loss_sem_seg": 0.33342481846921146, "lr": 0.02, "mask_rcnn/accuracy": 0.8855552799681343, "mask_rcnn/false_negative": 0.09609661816646234, "mask_rcnn/false_positive": 0.12131404159215692, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5823440845015284, "total_loss": 1.1906931962003} {"data_time": 0.012901682501251344, "eta_seconds": 96340.32155906588, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.4133162612035851, "fast_rcnn/fg_cls_accuracy": 0.5775928297055057, "iteration": 99559, "loss_box_reg": 0.22428996581584215, "loss_cls": 0.21878678537905216, "loss_mask": 0.24134520022198558, "loss_rpn_cls": 0.04445105321065057, "loss_rpn_loc": 0.07207961814128794, "loss_sem_seg": 0.3374585472047329, "lr": 0.02, "mask_rcnn/accuracy": 0.8838687044993436, "mask_rcnn/false_negative": 0.09122071732311185, "mask_rcnn/false_positive": 0.13323338361211357, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5646697054980905, "total_loss": 1.154704389598919} {"data_time": 0.012799282500054687, "eta_seconds": 96170.77324658325, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3751082251082251, "fast_rcnn/fg_cls_accuracy": 0.6027751497950173, "iteration": 99579, "loss_box_reg": 0.22626997530460358, "loss_cls": 0.22204469260759652, "loss_mask": 0.2560613467358053, "loss_rpn_cls": 0.04838784824823961, "loss_rpn_loc": 0.07654829486273229, "loss_sem_seg": 0.3576799454167485, "lr": 0.02, "mask_rcnn/accuracy": 0.8733769705486985, "mask_rcnn/false_negative": 0.09737003947486404, "mask_rcnn/false_positive": 0.15270794340217092, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.5576790435043222, "total_loss": 1.234001891920343} {"data_time": 0.012726094500976615, "eta_seconds": 96138.77372400835, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.36435677745347267, "fast_rcnn/fg_cls_accuracy": 0.6110109636809599, "iteration": 99599, "loss_box_reg": 0.2480670027434826, "loss_cls": 0.22531889704987407, "loss_mask": 0.25701282639056444, "loss_rpn_cls": 0.049551559262908995, "loss_rpn_loc": 0.07285104895709082, "loss_sem_seg": 0.30431710416451097, "lr": 0.02, "mask_rcnn/accuracy": 0.8849690979856584, "mask_rcnn/false_negative": 0.08237244196162952, "mask_rcnn/false_positive": 0.13497608739023942, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5585644579950895, "total_loss": 1.1758379008970223} {"data_time": 0.012123381999117555, "eta_seconds": 96109.09437177825, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.4017543859649123, "fast_rcnn/fg_cls_accuracy": 0.5650406504065041, "iteration": 99619, "loss_box_reg": 0.23684083903208375, "loss_cls": 0.2051548275630921, "loss_mask": 0.25864001642912626, "loss_rpn_cls": 0.04857808246742934, "loss_rpn_loc": 0.08289287949446589, "loss_sem_seg": 0.31854447186924517, "lr": 0.02, "mask_rcnn/accuracy": 0.8840500948855152, "mask_rcnn/false_negative": 0.09917219854420123, "mask_rcnn/false_positive": 0.13907394652778737, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.563724744002684, "total_loss": 1.1552511402405798} {"data_time": 0.012270727496797917, "eta_seconds": 96052.4626903104, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.32288513979203504, "fast_rcnn/fg_cls_accuracy": 0.6626561984956998, "iteration": 99639, "loss_box_reg": 0.22821207949891686, "loss_cls": 0.22126548690721393, "loss_mask": 0.24986396543681622, "loss_rpn_cls": 0.04983856252511032, "loss_rpn_loc": 0.0808419786626473, "loss_sem_seg": 0.34697838965803385, "lr": 0.02, "mask_rcnn/accuracy": 0.8926737521931849, "mask_rcnn/false_negative": 0.0929151393634162, "mask_rcnn/false_positive": 0.13591790473293017, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5580639985018934, "total_loss": 1.1913847040268593} {"data_time": 0.012596925498655764, "eta_seconds": 96053.16021121989, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.31194180351483725, "fast_rcnn/fg_cls_accuracy": 0.6421911421911422, "iteration": 99659, "loss_box_reg": 0.24141717981547117, "loss_cls": 0.23369046160951257, "loss_mask": 0.2591143404133618, "loss_rpn_cls": 0.04690779447264504, "loss_rpn_loc": 0.07862241717521101, "loss_sem_seg": 0.35685228556394577, "lr": 0.02, "mask_rcnn/accuracy": 0.8958646516642371, "mask_rcnn/false_negative": 0.09262883048323525, "mask_rcnn/false_positive": 0.11554954163349196, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5696346574950439, "total_loss": 1.2251202744082548} {"data_time": 0.01235266250296263, "eta_seconds": 96029.91000215049, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.36302083333333335, "fast_rcnn/fg_cls_accuracy": 0.6026041666666666, "iteration": 99679, "loss_box_reg": 0.23679431527853012, "loss_cls": 0.21194664668291807, "loss_mask": 0.25691623892635107, "loss_rpn_cls": 0.05036029742041137, "loss_rpn_loc": 0.09072102443315089, "loss_sem_seg": 0.313926475122571, "lr": 0.02, "mask_rcnn/accuracy": 0.9020863702623907, "mask_rcnn/false_negative": 0.08991349382616605, "mask_rcnn/false_positive": 0.11714589903651865, "roi_head/num_bg_samples": 461.75, "roi_head/num_fg_samples": 50.25, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5508759814983932, "total_loss": 1.1663753697066568} {"data_time": 0.01268147299924749, "eta_seconds": 96018.63365807052, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3333333333333333, "fast_rcnn/fg_cls_accuracy": 0.6270617568085923, "iteration": 99699, "loss_box_reg": 0.22692149807699025, "loss_cls": 0.21129442588426173, "loss_mask": 0.24824867770075798, "loss_rpn_cls": 0.04186903213849291, "loss_rpn_loc": 0.06565975747071207, "loss_sem_seg": 0.32636933494359255, "lr": 0.02, "mask_rcnn/accuracy": 0.8969146207848832, "mask_rcnn/false_negative": 0.10130347005754145, "mask_rcnn/false_positive": 0.12438587251814151, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5680039744984242, "total_loss": 1.0974030500656227} {"data_time": 0.01294577149747056, "eta_seconds": 96007.35731399056, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.35711489876525637, "fast_rcnn/fg_cls_accuracy": 0.6116780045351474, "iteration": 99719, "loss_box_reg": 0.2397932093590498, "loss_cls": 0.2257691863924265, "loss_mask": 0.26189514249563217, "loss_rpn_cls": 0.04634635028196499, "loss_rpn_loc": 0.0794614338374231, "loss_sem_seg": 0.34214081754907966, "lr": 0.02, "mask_rcnn/accuracy": 0.8815462045673053, "mask_rcnn/false_negative": 0.09912305342491043, "mask_rcnn/false_positive": 0.12601142004087007, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.565822003998619, "total_loss": 1.1937022170750424} {"data_time": 0.013405822002823697, "eta_seconds": 96059.78693213881, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.37285196687370603, "fast_rcnn/fg_cls_accuracy": 0.6002539127539128, "iteration": 99739, "loss_box_reg": 0.24824418360367417, "loss_cls": 0.227386015933007, "loss_mask": 0.2654231027700007, "loss_rpn_cls": 0.04955059275380336, "loss_rpn_loc": 0.07943167028133757, "loss_sem_seg": 0.3272805167362094, "lr": 0.02, "mask_rcnn/accuracy": 0.8815504545096382, "mask_rcnn/false_negative": 0.09898735027795973, "mask_rcnn/false_positive": 0.133556997921683, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5660915970001952, "total_loss": 1.1678617994330125} {"data_time": 0.013453922998451162, "eta_seconds": 96048.50310472888, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.33295519001701646, "fast_rcnn/fg_cls_accuracy": 0.6235334713595584, "iteration": 99759, "loss_box_reg": 0.22583502670750022, "loss_cls": 0.21360552171245217, "loss_mask": 0.24789450969547033, "loss_rpn_cls": 0.0472435130213853, "loss_rpn_loc": 0.06796526309335604, "loss_sem_seg": 0.3191778790205717, "lr": 0.02, "mask_rcnn/accuracy": 0.8930705169130219, "mask_rcnn/false_negative": 0.08182188355010991, "mask_rcnn/false_positive": 0.11688122958589997, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5708923835009045, "total_loss": 1.154810431995429} {"data_time": 0.012551738000183832, "eta_seconds": 96037.21927731895, "fast_rcnn/cls_accuracy": 0.91162109375, "fast_rcnn/false_negative": 0.32804164515573914, "fast_rcnn/fg_cls_accuracy": 0.6555989583333333, "iteration": 99779, "loss_box_reg": 0.22209261497482657, "loss_cls": 0.20957145001739264, "loss_mask": 0.2560741165652871, "loss_rpn_cls": 0.0409262012981344, "loss_rpn_loc": 0.07519198417139705, "loss_sem_seg": 0.3104431312531233, "lr": 0.02, "mask_rcnn/accuracy": 0.8800522030640299, "mask_rcnn/false_negative": 0.09174575375270297, "mask_rcnn/false_positive": 0.12604899689281862, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.5593467034996138, "total_loss": 1.1449981426412705} {"data_time": 0.012054773003910668, "eta_seconds": 96007.5593591482, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.34142787761049054, "fast_rcnn/fg_cls_accuracy": 0.6377211989888046, "iteration": 99799, "loss_box_reg": 0.21731612039729953, "loss_cls": 0.20331950415857136, "loss_mask": 0.25971529725939035, "loss_rpn_cls": 0.04803623439511284, "loss_rpn_loc": 0.0717702973051928, "loss_sem_seg": 0.34559978172183037, "lr": 0.02, "mask_rcnn/accuracy": 0.8768279601676583, "mask_rcnn/false_negative": 0.105816230586665, "mask_rcnn/false_positive": 0.15119010417013296, "roi_head/num_bg_samples": 460.25, "roi_head/num_fg_samples": 51.75, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.564808234499651, "total_loss": 1.209026774391532} {"data_time": 0.013210632001573686, "eta_seconds": 95970.31802559747, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.36911115200588884, "fast_rcnn/fg_cls_accuracy": 0.5798406338630532, "iteration": 99819, "loss_box_reg": 0.2447633845731616, "loss_cls": 0.2335226647555828, "loss_mask": 0.26339612901210785, "loss_rpn_cls": 0.04728700514533557, "loss_rpn_loc": 0.08267650322522968, "loss_sem_seg": 0.3186818230897188, "lr": 0.02, "mask_rcnn/accuracy": 0.8848557316177799, "mask_rcnn/false_negative": 0.0898588581511744, "mask_rcnn/false_positive": 0.11167205850427252, "roi_head/num_bg_samples": 461.0, "roi_head/num_fg_samples": 51.0, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.5716299894993426, "total_loss": 1.2316141467017587} {"data_time": 0.013233651501650456, "eta_seconds": 96045.91349034698, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.3388829817001511, "fast_rcnn/fg_cls_accuracy": 0.6288243824850299, "iteration": 99839, "loss_box_reg": 0.22753894329071045, "loss_cls": 0.21765055786818266, "loss_mask": 0.25429644994437695, "loss_rpn_cls": 0.04694649565499276, "loss_rpn_loc": 0.07819905399810523, "loss_sem_seg": 0.3328904239460826, "lr": 0.02, "mask_rcnn/accuracy": 0.8911132105767839, "mask_rcnn/false_negative": 0.10138323158110342, "mask_rcnn/false_positive": 0.10394828052775129, "roi_head/num_bg_samples": 459.75, "roi_head/num_fg_samples": 52.25, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5658752164999896, "total_loss": 1.1986172432661988} {"data_time": 0.012278234997211257, "eta_seconds": 96021.6409476205, "fast_rcnn/cls_accuracy": 0.9140625, "fast_rcnn/false_negative": 0.35363179534033806, "fast_rcnn/fg_cls_accuracy": 0.613002042205582, "iteration": 99859, "loss_box_reg": 0.24934663629392162, "loss_cls": 0.2349480977281928, "loss_mask": 0.264523608610034, "loss_rpn_cls": 0.043274935451336205, "loss_rpn_loc": 0.07799653522670269, "loss_sem_seg": 0.3488028207793832, "lr": 0.02, "mask_rcnn/accuracy": 0.8628850446428571, "mask_rcnn/false_negative": 0.11704375174441378, "mask_rcnn/false_positive": 0.1532029016927418, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.5660926590026065, "total_loss": 1.258516826783307} {"data_time": 0.012834249002480647, "eta_seconds": 96010.35364580053, "fast_rcnn/cls_accuracy": 0.9130859375, "fast_rcnn/false_negative": 0.36206487927714415, "fast_rcnn/fg_cls_accuracy": 0.6097097568037058, "iteration": 99879, "loss_box_reg": 0.2577074426226318, "loss_cls": 0.2335896771401167, "loss_mask": 0.26620212476700544, "loss_rpn_cls": 0.054542538069654256, "loss_rpn_loc": 0.07855543121695518, "loss_sem_seg": 0.3536430667154491, "lr": 0.02, "mask_rcnn/accuracy": 0.8884042093577649, "mask_rcnn/false_negative": 0.09816205238901066, "mask_rcnn/false_positive": 0.13753472733176064, "roi_head/num_bg_samples": 429.75, "roi_head/num_fg_samples": 82.25, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5734406494993891, "total_loss": 1.2846704328549094} {"data_time": 0.012385122499836143, "eta_seconds": 95999.06634398055, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.39052120592743994, "fast_rcnn/fg_cls_accuracy": 0.5560922855082913, "iteration": 99899, "loss_box_reg": 0.2294889852637425, "loss_cls": 0.21587302931584418, "loss_mask": 0.2588727390393615, "loss_rpn_cls": 0.044780828393413685, "loss_rpn_loc": 0.07784388025174849, "loss_sem_seg": 0.3356456169858575, "lr": 0.02, "mask_rcnn/accuracy": 0.8803010040691297, "mask_rcnn/false_negative": 0.09336470001528142, "mask_rcnn/false_positive": 0.13968627560834138, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5629459589981707, "total_loss": 1.1641406664202805} {"data_time": 0.013536041500628926, "eta_seconds": 96047.43673933117, "fast_rcnn/cls_accuracy": 0.9072265625, "fast_rcnn/false_negative": 0.4209450249886415, "fast_rcnn/fg_cls_accuracy": 0.5287895511405445, "iteration": 99919, "loss_box_reg": 0.23305423371493816, "loss_cls": 0.2262919230852276, "loss_mask": 0.26232051383703947, "loss_rpn_cls": 0.042910236021270975, "loss_rpn_loc": 0.06814289576141164, "loss_sem_seg": 0.3641025358811021, "lr": 0.02, "mask_rcnn/accuracy": 0.8838846346059157, "mask_rcnn/false_negative": 0.09432796169277552, "mask_rcnn/false_positive": 0.1448334769428461, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.5798640220018569, "total_loss": 1.1775715314142872} {"data_time": 0.012833019998652162, "eta_seconds": 96012.47690276841, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.2957074721780604, "fast_rcnn/fg_cls_accuracy": 0.6180808606628492, "iteration": 99939, "loss_box_reg": 0.23527558241039515, "loss_cls": 0.20905833831056952, "loss_mask": 0.2600161228328943, "loss_rpn_cls": 0.045975049142725766, "loss_rpn_loc": 0.07871876785065979, "loss_sem_seg": 0.3488330487161875, "lr": 0.02, "mask_rcnn/accuracy": 0.8742837692416654, "mask_rcnn/false_negative": 0.09322678213791785, "mask_rcnn/false_positive": 0.13330703652932513, "roi_head/num_bg_samples": 456.75, "roi_head/num_fg_samples": 55.25, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5615829014968767, "total_loss": 1.2005234847601969} {"data_time": 0.011690043000271544, "eta_seconds": 96096.7390596423, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.30014814814814816, "fast_rcnn/fg_cls_accuracy": 0.6506456692913386, "iteration": 99959, "loss_box_reg": 0.2423870055936277, "loss_cls": 0.21495700138621032, "loss_mask": 0.2521855244413018, "loss_rpn_cls": 0.04565357638057321, "loss_rpn_loc": 0.07244361296761781, "loss_sem_seg": 0.3404434258118272, "lr": 0.02, "mask_rcnn/accuracy": 0.8898770711451492, "mask_rcnn/false_negative": 0.10224403700027149, "mask_rcnn/false_positive": 0.12259769328431114, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5707586409989744, "total_loss": 1.188112109695794} {"data_time": 0.013003139501961414, "eta_seconds": 95953.91713670065, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.40778533635676495, "fast_rcnn/fg_cls_accuracy": 0.5100649350649351, "iteration": 99979, "loss_box_reg": 0.2261718474328518, "loss_cls": 0.23057231027632952, "loss_mask": 0.2568181315436959, "loss_rpn_cls": 0.04492770033539273, "loss_rpn_loc": 0.07595748879248276, "loss_sem_seg": 0.3404350900091231, "lr": 0.02, "mask_rcnn/accuracy": 0.8916769293924467, "mask_rcnn/false_negative": 0.0892435132781329, "mask_rcnn/false_positive": 0.11922230108053113, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5617160450019583, "total_loss": 1.1901190294884145} {"data_time": 0.012408089001837652, "eta_seconds": 95994.2664485687, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.29849768098406937, "fast_rcnn/fg_cls_accuracy": 0.6975511695906433, "iteration": 99999, "loss_box_reg": 0.22867814963683486, "loss_cls": 0.22156004840508103, "loss_mask": 0.2641219845972955, "loss_rpn_cls": 0.04921757953707129, "loss_rpn_loc": 0.08256833872292191, "loss_sem_seg": 0.3472317885607481, "lr": 0.02, "mask_rcnn/accuracy": 0.8954844406745328, "mask_rcnn/false_negative": 0.08704813005656444, "mask_rcnn/false_positive": 0.11198811345845869, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 239.25, "rpn/num_pos_anchors": 16.75, "time": 0.5731481075017655, "total_loss": 1.1706804895657115} {"data_time": 0.012577694000356132, "eta_seconds": 96024.79919239008, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.33124376964956675, "fast_rcnn/fg_cls_accuracy": 0.5860795137727222, "iteration": 100019, "loss_box_reg": 0.24982352834194899, "loss_cls": 0.22581240232102573, "loss_mask": 0.2700880039483309, "loss_rpn_cls": 0.04429018188966438, "loss_rpn_loc": 0.09139089018572122, "loss_sem_seg": 0.31492161378264427, "lr": 0.02, "mask_rcnn/accuracy": 0.890988644017062, "mask_rcnn/false_negative": 0.08936379222897169, "mask_rcnn/false_positive": 0.1342267086351706, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5713117850027629, "total_loss": 1.1974067160626873} {"data_time": 0.014005732995428843, "eta_seconds": 96051.52796864207, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.33630228854053146, "fast_rcnn/fg_cls_accuracy": 0.6066673941510257, "iteration": 100039, "loss_box_reg": 0.23465323075652122, "loss_cls": 0.2208114410750568, "loss_mask": 0.26159692741930485, "loss_rpn_cls": 0.045719112240476534, "loss_rpn_loc": 0.07082709069072735, "loss_sem_seg": 0.36663585249334574, "lr": 0.02, "mask_rcnn/accuracy": 0.8950049236293315, "mask_rcnn/false_negative": 0.09138059657582674, "mask_rcnn/false_positive": 0.11003112981739352, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5583622114972968, "total_loss": 1.1748899595986586} {"data_time": 0.012721781502477825, "eta_seconds": 96186.98530782216, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.3277310924369748, "fast_rcnn/fg_cls_accuracy": 0.5936911487758946, "iteration": 100059, "loss_box_reg": 0.23519363580271602, "loss_cls": 0.22004856122657657, "loss_mask": 0.2560595963150263, "loss_rpn_cls": 0.04168430590652861, "loss_rpn_loc": 0.07393220433732495, "loss_sem_seg": 0.31567919068038464, "lr": 0.02, "mask_rcnn/accuracy": 0.888656349239203, "mask_rcnn/false_negative": 0.08094363389581366, "mask_rcnn/false_positive": 0.12323201796075672, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.5627817119966494, "total_loss": 1.1798943472094834} {"data_time": 0.012815672002034262, "eta_seconds": 96146.70171950848, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3188461538461539, "fast_rcnn/fg_cls_accuracy": 0.597208448117539, "iteration": 100079, "loss_box_reg": 0.23768039606511593, "loss_cls": 0.2207121360115707, "loss_mask": 0.2544742077589035, "loss_rpn_cls": 0.03778999738278799, "loss_rpn_loc": 0.07343713540467434, "loss_sem_seg": 0.3007611760403961, "lr": 0.02, "mask_rcnn/accuracy": 0.8967199656701226, "mask_rcnn/false_negative": 0.07250706105995436, "mask_rcnn/false_positive": 0.12553392874175145, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5676810254990414, "total_loss": 1.1673040314926766} {"data_time": 0.011680334500852041, "eta_seconds": 96105.07253682264, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.39104996837444655, "fast_rcnn/fg_cls_accuracy": 0.5938940092165899, "iteration": 100099, "loss_box_reg": 0.22321112174540758, "loss_cls": 0.19833737332373857, "loss_mask": 0.25498679373413324, "loss_rpn_cls": 0.04469132578378776, "loss_rpn_loc": 0.06564241601154208, "loss_sem_seg": 0.3295841980725527, "lr": 0.02, "mask_rcnn/accuracy": 0.8904890181019103, "mask_rcnn/false_negative": 0.09084557464786674, "mask_rcnn/false_positive": 0.11006697354074926, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5575866159997531, "total_loss": 1.1615960191265913} {"data_time": 0.013059323995548766, "eta_seconds": 96141.16705546131, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.40589097694255627, "fast_rcnn/fg_cls_accuracy": 0.5197892271662763, "iteration": 100119, "loss_box_reg": 0.251191672636196, "loss_cls": 0.22856018180027604, "loss_mask": 0.26168879214674234, "loss_rpn_cls": 0.045254950440721586, "loss_rpn_loc": 0.07247781014302745, "loss_sem_seg": 0.3418623674660921, "lr": 0.02, "mask_rcnn/accuracy": 0.8784289067739772, "mask_rcnn/false_negative": 0.1054911653325457, "mask_rcnn/false_positive": 0.1253868673248711, "roi_head/num_bg_samples": 429.5, "roi_head/num_fg_samples": 82.5, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.5821089519995439, "total_loss": 1.1970601873472333} {"data_time": 0.012421400500898017, "eta_seconds": 96141.7051292624, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.34966216216216217, "fast_rcnn/fg_cls_accuracy": 0.617080745341615, "iteration": 100139, "loss_box_reg": 0.22267033508978784, "loss_cls": 0.20861565694212914, "loss_mask": 0.2606963738799095, "loss_rpn_cls": 0.04533802712103352, "loss_rpn_loc": 0.08989348044269718, "loss_sem_seg": 0.3283686493523419, "lr": 0.02, "mask_rcnn/accuracy": 0.892289483360912, "mask_rcnn/false_negative": 0.08665974558401854, "mask_rcnn/false_positive": 0.099937557653071, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.5607903599993733, "total_loss": 1.1463841599179432} {"data_time": 0.01204920500094886, "eta_seconds": 96071.13333486262, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.26330213903743316, "fast_rcnn/fg_cls_accuracy": 0.6114551083591331, "iteration": 100159, "loss_box_reg": 0.2559396093711257, "loss_cls": 0.24382255971431732, "loss_mask": 0.2557990709319711, "loss_rpn_cls": 0.04157755494816229, "loss_rpn_loc": 0.0762656967563089, "loss_sem_seg": 0.36537908064201474, "lr": 0.02, "mask_rcnn/accuracy": 0.887218637454982, "mask_rcnn/false_negative": 0.11104121088718097, "mask_rcnn/false_positive": 0.12501996017206013, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5650369110007887, "total_loss": 1.2252505444921553} {"data_time": 0.012950103500770638, "eta_seconds": 95990.26269038324, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.32255244755244755, "fast_rcnn/fg_cls_accuracy": 0.6549893842887473, "iteration": 100179, "loss_box_reg": 0.21593338064849377, "loss_cls": 0.19792655832134187, "loss_mask": 0.2570203132927418, "loss_rpn_cls": 0.044822118477895856, "loss_rpn_loc": 0.077484134293627, "loss_sem_seg": 0.31025113025680184, "lr": 0.02, "mask_rcnn/accuracy": 0.8874610347824634, "mask_rcnn/false_negative": 0.09774030886736414, "mask_rcnn/false_positive": 0.1316186819334478, "roi_head/num_bg_samples": 456.75, "roi_head/num_fg_samples": 55.25, "rpn/num_neg_anchors": 236.75, "rpn/num_pos_anchors": 19.25, "time": 0.5587101805031125, "total_loss": 1.1350785391987301} {"data_time": 0.012919737000629539, "eta_seconds": 95872.0449911484, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.3777158457513366, "fast_rcnn/fg_cls_accuracy": 0.6129278830176139, "iteration": 100199, "loss_box_reg": 0.21880778949707747, "loss_cls": 0.20083901495672762, "loss_mask": 0.26813425309956074, "loss_rpn_cls": 0.046435448282863945, "loss_rpn_loc": 0.07539163922774605, "loss_sem_seg": 0.31829265924170613, "lr": 0.02, "mask_rcnn/accuracy": 0.8833330003688222, "mask_rcnn/false_negative": 0.08630483075419804, "mask_rcnn/false_positive": 0.1381171643545881, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.56184831849896, "total_loss": 1.1222686502151191} {"data_time": 0.013115876499796286, "eta_seconds": 95843.45168463123, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.32393483709273185, "fast_rcnn/fg_cls_accuracy": 0.6134453781512605, "iteration": 100219, "loss_box_reg": 0.22980041056871414, "loss_cls": 0.23423874261789024, "loss_mask": 0.25916425697505474, "loss_rpn_cls": 0.048475031842826866, "loss_rpn_loc": 0.07804538984782994, "loss_sem_seg": 0.32171486783772707, "lr": 0.02, "mask_rcnn/accuracy": 0.8840690561939062, "mask_rcnn/false_negative": 0.0964563899824166, "mask_rcnn/false_positive": 0.13658705739488836, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5468308294985036, "total_loss": 1.2164157235820312} {"data_time": 0.012708857499092119, "eta_seconds": 95813.80518367702, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.26730400219298245, "fast_rcnn/fg_cls_accuracy": 0.7042818911685995, "iteration": 100239, "loss_box_reg": 0.22630692925304174, "loss_cls": 0.2172002731822431, "loss_mask": 0.25575018860399723, "loss_rpn_cls": 0.03926500634406693, "loss_rpn_loc": 0.0733278681000229, "loss_sem_seg": 0.3350927875144407, "lr": 0.02, "mask_rcnn/accuracy": 0.8907807203351342, "mask_rcnn/false_negative": 0.08600547156395416, "mask_rcnn/false_positive": 0.13074395207239026, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5563232759959647, "total_loss": 1.1525330375443446} {"data_time": 0.01309180500174989, "eta_seconds": 95820.87119525147, "fast_rcnn/cls_accuracy": 0.9580078125, "fast_rcnn/false_negative": 0.27092320966350303, "fast_rcnn/fg_cls_accuracy": 0.6872855508959207, "iteration": 100259, "loss_box_reg": 0.21271970449015498, "loss_cls": 0.20469438540749252, "loss_mask": 0.24409464839845896, "loss_rpn_cls": 0.03908371480065398, "loss_rpn_loc": 0.056035141460597515, "loss_sem_seg": 0.33416075725108385, "lr": 0.02, "mask_rcnn/accuracy": 0.9087224713630758, "mask_rcnn/false_negative": 0.09080523204236035, "mask_rcnn/false_positive": 0.09115014897811483, "roi_head/num_bg_samples": 464.0, "roi_head/num_fg_samples": 48.0, "rpn/num_neg_anchors": 236.75, "rpn/num_pos_anchors": 19.25, "time": 0.5644435415015323, "total_loss": 1.1526152941514738} {"data_time": 0.014045387499209028, "eta_seconds": 95802.69613378937, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.3624136368784687, "fast_rcnn/fg_cls_accuracy": 0.628327103862272, "iteration": 100279, "loss_box_reg": 0.2235735000576824, "loss_cls": 0.20895615266636014, "loss_mask": 0.25325464364141226, "loss_rpn_cls": 0.04258048834162764, "loss_rpn_loc": 0.07510137313511223, "loss_sem_seg": 0.34522845735773444, "lr": 0.02, "mask_rcnn/accuracy": 0.8901012985809594, "mask_rcnn/false_negative": 0.10053338945475909, "mask_rcnn/false_positive": 0.12841457546814877, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.5627073624964396, "total_loss": 1.162291421496775} {"data_time": 0.012091799999325303, "eta_seconds": 95904.5585763415, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.3819063235189278, "fast_rcnn/fg_cls_accuracy": 0.5500259875259875, "iteration": 100299, "loss_box_reg": 0.22790437238290906, "loss_cls": 0.18965063290670514, "loss_mask": 0.2461900543421507, "loss_rpn_cls": 0.042564280607621185, "loss_rpn_loc": 0.07167610886972398, "loss_sem_seg": 0.3348232125863433, "lr": 0.02, "mask_rcnn/accuracy": 0.8952226789955398, "mask_rcnn/false_negative": 0.0920513025860207, "mask_rcnn/false_positive": 0.12127106010728436, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5736041854979703, "total_loss": 1.131955490578548} {"data_time": 0.012092730001313612, "eta_seconds": 95860.09131650455, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.31626706626706624, "fast_rcnn/fg_cls_accuracy": 0.6410525748761042, "iteration": 100319, "loss_box_reg": 0.2429894362576306, "loss_cls": 0.23140839929692447, "loss_mask": 0.2639677533879876, "loss_rpn_cls": 0.044250612903852016, "loss_rpn_loc": 0.08332345078815706, "loss_sem_seg": 0.3641730477102101, "lr": 0.02, "mask_rcnn/accuracy": 0.8913603973498064, "mask_rcnn/false_negative": 0.088670075990844, "mask_rcnn/false_positive": 0.11474853716264438, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5613897785005975, "total_loss": 1.2567051999503747} {"data_time": 0.01227917199867079, "eta_seconds": 95776.21419460195, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.3795, "fast_rcnn/fg_cls_accuracy": 0.496, "iteration": 100339, "loss_box_reg": 0.24581740470603108, "loss_cls": 0.22645307146012783, "loss_mask": 0.2631594352424145, "loss_rpn_cls": 0.04768747920752503, "loss_rpn_loc": 0.07669466035440564, "loss_sem_seg": 0.3663438940420747, "lr": 0.02, "mask_rcnn/accuracy": 0.8848755277567585, "mask_rcnn/false_negative": 0.09711971349152913, "mask_rcnn/false_positive": 0.12293255747028069, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5643573184970592, "total_loss": 1.2562900157718104} {"data_time": 0.012264223500096705, "eta_seconds": 95808.12772197352, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.34939727186211267, "fast_rcnn/fg_cls_accuracy": 0.5986933797909407, "iteration": 100359, "loss_box_reg": 0.24963017785921693, "loss_cls": 0.24312507826834917, "loss_mask": 0.26588154677301645, "loss_rpn_cls": 0.03796734534262214, "loss_rpn_loc": 0.06534295890014619, "loss_sem_seg": 0.3281556945294142, "lr": 0.02, "mask_rcnn/accuracy": 0.8819760548015136, "mask_rcnn/false_negative": 0.10833198590316298, "mask_rcnn/false_positive": 0.14411639087954392, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.5723644030003925, "total_loss": 1.197525679221144} {"data_time": 0.013702778498554835, "eta_seconds": 95770.41444657913, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.34853932584269665, "fast_rcnn/fg_cls_accuracy": 0.5743928959768032, "iteration": 100379, "loss_box_reg": 0.24997367849573493, "loss_cls": 0.23680050391703844, "loss_mask": 0.252477184869349, "loss_rpn_cls": 0.04761216611950658, "loss_rpn_loc": 0.08040615555364639, "loss_sem_seg": 0.3180134044960141, "lr": 0.02, "mask_rcnn/accuracy": 0.8835303418602465, "mask_rcnn/false_negative": 0.09321607927802072, "mask_rcnn/false_positive": 0.1527914267141601, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5616882414979045, "total_loss": 1.1480888686492108} {"data_time": 0.012341389501671074, "eta_seconds": 95846.8218237052, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.35026041666666663, "fast_rcnn/fg_cls_accuracy": 0.5789629134990755, "iteration": 100399, "loss_box_reg": 0.2369810538366437, "loss_cls": 0.22585630929097533, "loss_mask": 0.2643615882843733, "loss_rpn_cls": 0.0470108687877655, "loss_rpn_loc": 0.08084627662901767, "loss_sem_seg": 0.3345841933041811, "lr": 0.02, "mask_rcnn/accuracy": 0.8832882103101914, "mask_rcnn/false_negative": 0.09789591163977843, "mask_rcnn/false_positive": 0.13607252474042558, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.5775892674973875, "total_loss": 1.236264691222459} {"data_time": 0.012323568502324633, "eta_seconds": 95803.59701760455, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.3540240440808148, "fast_rcnn/fg_cls_accuracy": 0.629624693464122, "iteration": 100419, "loss_box_reg": 0.2318947638850659, "loss_cls": 0.2096294064540416, "loss_mask": 0.24467905797064304, "loss_rpn_cls": 0.04299760973663069, "loss_rpn_loc": 0.06487863350776024, "loss_sem_seg": 0.34458986250683665, "lr": 0.02, "mask_rcnn/accuracy": 0.8958513669939033, "mask_rcnn/false_negative": 0.08724687580347493, "mask_rcnn/false_positive": 0.12001165959493872, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5599808529987058, "total_loss": 1.102070299872139} {"data_time": 0.012603409497387474, "eta_seconds": 95762.94613133353, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.31209661321445203, "fast_rcnn/fg_cls_accuracy": 0.6372991721475083, "iteration": 100439, "loss_box_reg": 0.2355830140877515, "loss_cls": 0.229885823559016, "loss_mask": 0.2591852815821767, "loss_rpn_cls": 0.04040663500200026, "loss_rpn_loc": 0.07209075294667855, "loss_sem_seg": 0.32875400222837925, "lr": 0.02, "mask_rcnn/accuracy": 0.8855847657114613, "mask_rcnn/false_negative": 0.08771321840231525, "mask_rcnn/false_positive": 0.1411349542794236, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5638925999992352, "total_loss": 1.1940303807787132} {"data_time": 0.012841291500080843, "eta_seconds": 95725.24531565946, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.287187278734954, "fast_rcnn/fg_cls_accuracy": 0.6383041317991631, "iteration": 100459, "loss_box_reg": 0.21575055364519358, "loss_cls": 0.20674371114000678, "loss_mask": 0.2543289205059409, "loss_rpn_cls": 0.041537890225299634, "loss_rpn_loc": 0.07281818852061406, "loss_sem_seg": 0.329954391811043, "lr": 0.02, "mask_rcnn/accuracy": 0.8804518635636196, "mask_rcnn/false_negative": 0.09341701837979008, "mask_rcnn/false_positive": 0.13434845197114595, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.5616918779996922, "total_loss": 1.1121413495129673} {"data_time": 0.0118753540009493, "eta_seconds": 95800.65921042353, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.3921182266009852, "fast_rcnn/fg_cls_accuracy": 0.5352053140096618, "iteration": 100479, "loss_box_reg": 0.23884769529104233, "loss_cls": 0.2162097543478012, "loss_mask": 0.27494299598038197, "loss_rpn_cls": 0.05094289322732948, "loss_rpn_loc": 0.09044059546431527, "loss_sem_seg": 0.3532634046860039, "lr": 0.02, "mask_rcnn/accuracy": 0.8736271320122252, "mask_rcnn/false_negative": 0.10393842520455562, "mask_rcnn/false_positive": 0.12024842582201267, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5643464450004103, "total_loss": 1.2257586370687932} {"data_time": 0.01238005200139014, "eta_seconds": 95810.38084027589, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3611394731468246, "fast_rcnn/fg_cls_accuracy": 0.5591889357712143, "iteration": 100499, "loss_box_reg": 0.2237059841863811, "loss_cls": 0.20393828232772648, "loss_mask": 0.24574629496783018, "loss_rpn_cls": 0.04103060251509305, "loss_rpn_loc": 0.06362153787631541, "loss_sem_seg": 0.3179856142960489, "lr": 0.02, "mask_rcnn/accuracy": 0.8939733932293457, "mask_rcnn/false_negative": 0.08557452608439, "mask_rcnn/false_positive": 0.13672231880158225, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.571601871499297, "total_loss": 1.1353226061619353} {"data_time": 0.012693440501607256, "eta_seconds": 95778.05418586364, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.27491785323110624, "fast_rcnn/fg_cls_accuracy": 0.7129309316473815, "iteration": 100519, "loss_box_reg": 0.20813943445682526, "loss_cls": 0.1990444273687899, "loss_mask": 0.2533375024795532, "loss_rpn_cls": 0.04574056825367734, "loss_rpn_loc": 0.07600132096558809, "loss_sem_seg": 0.3437293451279402, "lr": 0.02, "mask_rcnn/accuracy": 0.8971151804923181, "mask_rcnn/false_negative": 0.07868373881782101, "mask_rcnn/false_positive": 0.12037898826544713, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 236.5, "rpn/num_pos_anchors": 19.5, "time": 0.5501956365005753, "total_loss": 1.1281987827387638} {"data_time": 0.013144885499059455, "eta_seconds": 95730.99480974014, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.35198252688172044, "fast_rcnn/fg_cls_accuracy": 0.5807291666666667, "iteration": 100539, "loss_box_reg": 0.26133586978539824, "loss_cls": 0.229509097058326, "loss_mask": 0.2550510475412011, "loss_rpn_cls": 0.04793439195782412, "loss_rpn_loc": 0.09430070477537811, "loss_sem_seg": 0.3004546593874693, "lr": 0.02, "mask_rcnn/accuracy": 0.8766840208591145, "mask_rcnn/false_negative": 0.09240925911551734, "mask_rcnn/false_positive": 0.1533974181356167, "roi_head/num_bg_samples": 420.0, "roi_head/num_fg_samples": 92.0, "rpn/num_neg_anchors": 205.5, "rpn/num_pos_anchors": 50.5, "time": 0.5619674679983291, "total_loss": 1.206582942570094} {"data_time": 0.01335569600269082, "eta_seconds": 95749.09910620945, "fast_rcnn/cls_accuracy": 0.90087890625, "fast_rcnn/false_negative": 0.391828058573453, "fast_rcnn/fg_cls_accuracy": 0.5305250305250305, "iteration": 100559, "loss_box_reg": 0.2132425745949149, "loss_cls": 0.22773867449723184, "loss_mask": 0.24867705535143614, "loss_rpn_cls": 0.04754094290547073, "loss_rpn_loc": 0.06604012976458762, "loss_sem_seg": 0.3427802538499236, "lr": 0.02, "mask_rcnn/accuracy": 0.8928684030689902, "mask_rcnn/false_negative": 0.11109421657537863, "mask_rcnn/false_positive": 0.12289322792117532, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.5687704694973945, "total_loss": 1.1576533366496733} {"data_time": 0.012968532500963192, "eta_seconds": 95737.79734345945, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.3232572025675474, "fast_rcnn/fg_cls_accuracy": 0.5924691358024692, "iteration": 100579, "loss_box_reg": 0.23052668338641524, "loss_cls": 0.2120498742442578, "loss_mask": 0.2550521809607744, "loss_rpn_cls": 0.042051108059240505, "loss_rpn_loc": 0.09774367525824346, "loss_sem_seg": 0.3171474249102175, "lr": 0.02, "mask_rcnn/accuracy": 0.8941337824192177, "mask_rcnn/false_negative": 0.09278386538399139, "mask_rcnn/false_positive": 0.12219049597332948, "roi_head/num_bg_samples": 458.5, "roi_head/num_fg_samples": 53.5, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5599278380032047, "total_loss": 1.1621565822861157} {"data_time": 0.012508025498391362, "eta_seconds": 95743.64666957635, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.2430716967638119, "fast_rcnn/fg_cls_accuracy": 0.73109243697479, "iteration": 100599, "loss_box_reg": 0.21745145344175398, "loss_cls": 0.2054971323814243, "loss_mask": 0.2655413746833801, "loss_rpn_cls": 0.04529659077525139, "loss_rpn_loc": 0.08030945190694183, "loss_sem_seg": 0.29241719492711127, "lr": 0.02, "mask_rcnn/accuracy": 0.8878306063804833, "mask_rcnn/false_negative": 0.10659833534477786, "mask_rcnn/false_positive": 0.10694398218889911, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5721469695017731, "total_loss": 1.1174635700881481} {"data_time": 0.013936011000623694, "eta_seconds": 95742.55088233562, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.35757575757575755, "fast_rcnn/fg_cls_accuracy": 0.6109976027024082, "iteration": 100619, "loss_box_reg": 0.22654105233959854, "loss_cls": 0.20445761375594884, "loss_mask": 0.2624300690367818, "loss_rpn_cls": 0.040390122565440834, "loss_rpn_loc": 0.06831958293332718, "loss_sem_seg": 0.3631477770395577, "lr": 0.02, "mask_rcnn/accuracy": 0.8939040712217752, "mask_rcnn/false_negative": 0.07858434068742265, "mask_rcnn/false_positive": 0.13182542110479722, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5692642569956661, "total_loss": 1.1437564612715505} {"data_time": 0.013581060502474429, "eta_seconds": 95734.73963781977, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.373046875, "fast_rcnn/fg_cls_accuracy": 0.6017751479289941, "iteration": 100639, "loss_box_reg": 0.24394302093423903, "loss_cls": 0.24025410250760615, "loss_mask": 0.2589945807121694, "loss_rpn_cls": 0.04879570147022605, "loss_rpn_loc": 0.0850316088180989, "loss_sem_seg": 0.3374823215417564, "lr": 0.02, "mask_rcnn/accuracy": 0.9003412381747149, "mask_rcnn/false_negative": 0.09161584681750246, "mask_rcnn/false_positive": 0.11188026423129646, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5669235319983272, "total_loss": 1.2219591392204165} {"data_time": 0.011988528502115514, "eta_seconds": 95723.43423224968, "fast_rcnn/cls_accuracy": 0.91259765625, "fast_rcnn/false_negative": 0.34406043046357615, "fast_rcnn/fg_cls_accuracy": 0.6250894518391298, "iteration": 100659, "loss_box_reg": 0.24390811193734407, "loss_cls": 0.21234652400016785, "loss_mask": 0.2554217977449298, "loss_rpn_cls": 0.04292075896228198, "loss_rpn_loc": 0.06903815362602472, "loss_sem_seg": 0.31121054547838867, "lr": 0.02, "mask_rcnn/accuracy": 0.88974407277637, "mask_rcnn/false_negative": 0.09770567843774068, "mask_rcnn/false_positive": 0.1270352718395782, "roi_head/num_bg_samples": 425.0, "roi_head/num_fg_samples": 87.0, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5631287729993346, "total_loss": 1.1343365070933942} {"data_time": 0.012150660004408564, "eta_seconds": 95778.9632953095, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.31394199077125906, "fast_rcnn/fg_cls_accuracy": 0.6410525824227141, "iteration": 100679, "loss_box_reg": 0.2321505486033857, "loss_cls": 0.2243519970215857, "loss_mask": 0.2493539173156023, "loss_rpn_cls": 0.04146426485385746, "loss_rpn_loc": 0.08212244679452851, "loss_sem_seg": 0.34249538416042924, "lr": 0.02, "mask_rcnn/accuracy": 0.8961495031616983, "mask_rcnn/false_negative": 0.09593289374283043, "mask_rcnn/false_positive": 0.11417341569486156, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5649134414998116, "total_loss": 1.1505826389766298} {"data_time": 0.015002403004473308, "eta_seconds": 95742.34940038802, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.3953125, "fast_rcnn/fg_cls_accuracy": 0.5878787878787879, "iteration": 100699, "loss_box_reg": 0.24753218283876777, "loss_cls": 0.2292491607950069, "loss_mask": 0.2526197927072644, "loss_rpn_cls": 0.051124457793775946, "loss_rpn_loc": 0.07177031337050721, "loss_sem_seg": 0.3513662894256413, "lr": 0.02, "mask_rcnn/accuracy": 0.8819737184280569, "mask_rcnn/false_negative": 0.10582692811525479, "mask_rcnn/false_positive": 0.134297533143023, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.562775573500403, "total_loss": 1.2781376864295453} {"data_time": 0.012192235499242088, "eta_seconds": 95785.57076254458, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.4201533650982728, "fast_rcnn/fg_cls_accuracy": 0.516444419542806, "iteration": 100719, "loss_box_reg": 0.23291002726182342, "loss_cls": 0.22725787945091724, "loss_mask": 0.2675952836871147, "loss_rpn_cls": 0.05161057386430912, "loss_rpn_loc": 0.08597283909330145, "loss_sem_seg": 0.3361153048463166, "lr": 0.02, "mask_rcnn/accuracy": 0.8736130620606852, "mask_rcnn/false_negative": 0.09478797531148382, "mask_rcnn/false_positive": 0.14753195979541084, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 235.75, "rpn/num_pos_anchors": 20.25, "time": 0.5735536185020464, "total_loss": 1.2088266148639377} {"data_time": 0.012805046502762707, "eta_seconds": 95672.74048603419, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3345170454545454, "fast_rcnn/fg_cls_accuracy": 0.6193717277486911, "iteration": 100739, "loss_box_reg": 0.2200817782431841, "loss_cls": 0.21547426912002265, "loss_mask": 0.2591062216088176, "loss_rpn_cls": 0.04251294814457651, "loss_rpn_loc": 0.07583288793102838, "loss_sem_seg": 0.31411107582971454, "lr": 0.02, "mask_rcnn/accuracy": 0.8919274986113848, "mask_rcnn/false_negative": 0.08109762193273998, "mask_rcnn/false_positive": 0.13675808994694177, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5553136749986152, "total_loss": 1.0923495065799216} {"data_time": 0.01502674200310139, "eta_seconds": 95642.42403850431, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.43582733812949637, "fast_rcnn/fg_cls_accuracy": 0.5433458294283036, "iteration": 100759, "loss_box_reg": 0.2463405653834343, "loss_cls": 0.21748915361240506, "loss_mask": 0.26054928079247475, "loss_rpn_cls": 0.03884738910710439, "loss_rpn_loc": 0.07676000369247049, "loss_sem_seg": 0.3417704962193966, "lr": 0.02, "mask_rcnn/accuracy": 0.8798212679261944, "mask_rcnn/false_negative": 0.09580765083168696, "mask_rcnn/false_positive": 0.14254388321818579, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.5541974275038228, "total_loss": 1.2148061419429723} {"data_time": 0.012835597499361029, "eta_seconds": 95631.12152622436, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.32594859241126073, "fast_rcnn/fg_cls_accuracy": 0.6394418769996445, "iteration": 100779, "loss_box_reg": 0.2393154411111027, "loss_cls": 0.21739227906800807, "loss_mask": 0.2569760465994477, "loss_rpn_cls": 0.04630282515427098, "loss_rpn_loc": 0.09390981987235136, "loss_sem_seg": 0.3228403041139245, "lr": 0.02, "mask_rcnn/accuracy": 0.8994220606791833, "mask_rcnn/false_negative": 0.08275627668489077, "mask_rcnn/false_positive": 0.11112766476836135, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5630020674980187, "total_loss": 1.2239305441471515} {"data_time": 0.013510039501852589, "eta_seconds": 95640.80594542522, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.3197673105162092, "fast_rcnn/fg_cls_accuracy": 0.6336052836052836, "iteration": 100799, "loss_box_reg": 0.24480824638158083, "loss_cls": 0.2207010518759489, "loss_mask": 0.2624769671820104, "loss_rpn_cls": 0.04373285954352468, "loss_rpn_loc": 0.07740895764436573, "loss_sem_seg": 0.3420477819163352, "lr": 0.02, "mask_rcnn/accuracy": 0.8980681303079341, "mask_rcnn/false_negative": 0.10013914432654172, "mask_rcnn/false_positive": 0.14656875069574485, "roi_head/num_bg_samples": 429.25, "roi_head/num_fg_samples": 82.75, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5756613570010813, "total_loss": 1.1947252875834238} {"data_time": 0.012194417999126017, "eta_seconds": 95602.17619045934, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3648399014778325, "fast_rcnn/fg_cls_accuracy": 0.5869556650246306, "iteration": 100819, "loss_box_reg": 0.23294646060094237, "loss_cls": 0.21200945507735014, "loss_mask": 0.26091990899294615, "loss_rpn_cls": 0.03768667101394385, "loss_rpn_loc": 0.06693408818682656, "loss_sem_seg": 0.3348723677918315, "lr": 0.02, "mask_rcnn/accuracy": 0.8837338667182298, "mask_rcnn/false_negative": 0.08406301505558048, "mask_rcnn/false_positive": 0.13746723363508653, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5610377949997201, "total_loss": 1.1393829897860996} {"data_time": 0.013983637498313328, "eta_seconds": 95584.872849061, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.278699402786994, "fast_rcnn/fg_cls_accuracy": 0.6754385964912281, "iteration": 100839, "loss_box_reg": 0.22482902533374727, "loss_cls": 0.2187066962942481, "loss_mask": 0.25867897365242243, "loss_rpn_cls": 0.04455812048399821, "loss_rpn_loc": 0.06863721983972937, "loss_sem_seg": 0.379056534729898, "lr": 0.02, "mask_rcnn/accuracy": 0.8973973041970931, "mask_rcnn/false_negative": 0.08769142699535605, "mask_rcnn/false_positive": 0.1086090547281108, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5618390889976581, "total_loss": 1.219355881708907} {"data_time": 0.012001372997474391, "eta_seconds": 95558.99454764905, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.3377372052903968, "fast_rcnn/fg_cls_accuracy": 0.6294452347083926, "iteration": 100859, "loss_box_reg": 0.2502197453286499, "loss_cls": 0.23751242784783244, "loss_mask": 0.2652519131079316, "loss_rpn_cls": 0.046737710741581395, "loss_rpn_loc": 0.07691307802451774, "loss_sem_seg": 0.35791894560679793, "lr": 0.02, "mask_rcnn/accuracy": 0.8881197395693474, "mask_rcnn/false_negative": 0.10970932630238722, "mask_rcnn/false_positive": 0.11124991359319056, "roi_head/num_bg_samples": 427.75, "roi_head/num_fg_samples": 84.25, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5551083449972793, "total_loss": 1.2397543414263055} {"data_time": 0.012399899496813305, "eta_seconds": 95523.92272539294, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.36643356643356645, "fast_rcnn/fg_cls_accuracy": 0.6249457151129125, "iteration": 100879, "loss_box_reg": 0.21895448380382732, "loss_cls": 0.20579755632206798, "loss_mask": 0.2516662683337927, "loss_rpn_cls": 0.048323693219572306, "loss_rpn_loc": 0.07731737801805139, "loss_sem_seg": 0.30467118648812175, "lr": 0.02, "mask_rcnn/accuracy": 0.8849147823771883, "mask_rcnn/false_negative": 0.09128532569952193, "mask_rcnn/false_positive": 0.14153926526250094, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.5638053530019533, "total_loss": 1.1054492253169883} {"data_time": 0.012956932496308582, "eta_seconds": 95457.13647389814, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.40304945054945057, "fast_rcnn/fg_cls_accuracy": 0.5666873449131513, "iteration": 100899, "loss_box_reg": 0.24064970994368196, "loss_cls": 0.23825277900323272, "loss_mask": 0.2659285659901798, "loss_rpn_cls": 0.05084635131061077, "loss_rpn_loc": 0.09050445861066692, "loss_sem_seg": 0.34842726634815335, "lr": 0.02, "mask_rcnn/accuracy": 0.8771676485575103, "mask_rcnn/false_negative": 0.08815553851499336, "mask_rcnn/false_positive": 0.14888608724939648, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.5527257524991, "total_loss": 1.289119131717598} {"data_time": 0.012599855501321144, "eta_seconds": 95376.40224749086, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.4039938556067588, "fast_rcnn/fg_cls_accuracy": 0.5766782269941564, "iteration": 100919, "loss_box_reg": 0.24242953513748944, "loss_cls": 0.2312865962740034, "loss_mask": 0.2584866527467966, "loss_rpn_cls": 0.04993114140233956, "loss_rpn_loc": 0.07470628671580926, "loss_sem_seg": 0.3277633301913738, "lr": 0.02, "mask_rcnn/accuracy": 0.8937223804983617, "mask_rcnn/false_negative": 0.09755140679079008, "mask_rcnn/false_positive": 0.11590481227654587, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5681985624978552, "total_loss": 1.2414617075555725} {"data_time": 0.012759883000398986, "eta_seconds": 95434.55656331833, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.3420593368237347, "fast_rcnn/fg_cls_accuracy": 0.6097882995674937, "iteration": 100939, "loss_box_reg": 0.2263720342889428, "loss_cls": 0.23052902147173882, "loss_mask": 0.2563562379218638, "loss_rpn_cls": 0.05216961187397828, "loss_rpn_loc": 0.09131099737714976, "loss_sem_seg": 0.32284797821193933, "lr": 0.02, "mask_rcnn/accuracy": 0.8910886771608924, "mask_rcnn/false_negative": 0.0966080302262255, "mask_rcnn/false_positive": 0.10577734980147832, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 207.0, "rpn/num_pos_anchors": 49.0, "time": 0.5677122119996056, "total_loss": 1.2272646797355264} {"data_time": 0.013854678501957096, "eta_seconds": 95295.86877386241, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.34676663542642927, "fast_rcnn/fg_cls_accuracy": 0.6313736416829201, "iteration": 100959, "loss_box_reg": 0.23027891502715647, "loss_cls": 0.2187850782647729, "loss_mask": 0.244514977093786, "loss_rpn_cls": 0.053158514958340675, "loss_rpn_loc": 0.08509231626521796, "loss_sem_seg": 0.3317737327888608, "lr": 0.02, "mask_rcnn/accuracy": 0.8802377472728221, "mask_rcnn/false_negative": 0.10698955097872959, "mask_rcnn/false_positive": 0.10918217145868338, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 202.75, "rpn/num_pos_anchors": 53.25, "time": 0.553820747496502, "total_loss": 1.176736152599915} {"data_time": 0.011697945501509821, "eta_seconds": 95296.12763167331, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.26274328081556997, "fast_rcnn/fg_cls_accuracy": 0.7032454140887876, "iteration": 100979, "loss_box_reg": 0.24697820842266083, "loss_cls": 0.23100822884589434, "loss_mask": 0.2590567166917026, "loss_rpn_cls": 0.045560173341073096, "loss_rpn_loc": 0.08320728616672568, "loss_sem_seg": 0.32927711121737957, "lr": 0.02, "mask_rcnn/accuracy": 0.8873475094803196, "mask_rcnn/false_negative": 0.09633740616621628, "mask_rcnn/false_positive": 0.10469551031313525, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5600824959983584, "total_loss": 1.1851921534107532} {"data_time": 0.01237560750087141, "eta_seconds": 95331.27528361083, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.340592127183588, "fast_rcnn/fg_cls_accuracy": 0.575037037037037, "iteration": 100999, "loss_box_reg": 0.2320307787740603, "loss_cls": 0.217881980817765, "loss_mask": 0.24854086246341467, "loss_rpn_cls": 0.042036952887428924, "loss_rpn_loc": 0.07100506668211892, "loss_sem_seg": 0.32290928810834885, "lr": 0.02, "mask_rcnn/accuracy": 0.8922119307845838, "mask_rcnn/false_negative": 0.1002654773583562, "mask_rcnn/false_positive": 0.11341997059062717, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5678202849994705, "total_loss": 1.1241245739947772} {"data_time": 0.012358717998722568, "eta_seconds": 95254.95410719508, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3319209039548022, "fast_rcnn/fg_cls_accuracy": 0.6261510128913443, "iteration": 101019, "loss_box_reg": 0.24506419897079468, "loss_cls": 0.2119474378414452, "loss_mask": 0.2559185605496168, "loss_rpn_cls": 0.045376867725281045, "loss_rpn_loc": 0.07953901842120104, "loss_sem_seg": 0.3442385714733973, "lr": 0.02, "mask_rcnn/accuracy": 0.8929788640719974, "mask_rcnn/false_negative": 0.09988836208021701, "mask_rcnn/false_positive": 0.1053036852089084, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.561691034501564, "total_loss": 1.1824312948738225} {"data_time": 0.013057026499154745, "eta_seconds": 95319.69359055653, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.3373778589069043, "fast_rcnn/fg_cls_accuracy": 0.6044876497921252, "iteration": 101039, "loss_box_reg": 0.23416003724560142, "loss_cls": 0.21992612862959504, "loss_mask": 0.25607633450999856, "loss_rpn_cls": 0.041788064714637585, "loss_rpn_loc": 0.07157800218556076, "loss_sem_seg": 0.3830263055860996, "lr": 0.02, "mask_rcnn/accuracy": 0.9038938136921291, "mask_rcnn/false_negative": 0.08267041097387406, "mask_rcnn/false_positive": 0.12652412279105796, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5790557524996984, "total_loss": 1.2369731155922636} {"data_time": 0.011954178000451066, "eta_seconds": 95308.41054966656, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.2838028169014084, "fast_rcnn/fg_cls_accuracy": 0.6052166224580018, "iteration": 101059, "loss_box_reg": 0.2361489194445312, "loss_cls": 0.22681497572921216, "loss_mask": 0.2666918528266251, "loss_rpn_cls": 0.04773325804853812, "loss_rpn_loc": 0.07214797922642902, "loss_sem_seg": 0.306337998714298, "lr": 0.02, "mask_rcnn/accuracy": 0.9169399682671184, "mask_rcnn/false_negative": 0.08006537479714038, "mask_rcnn/false_positive": 0.08575514693793654, "roi_head/num_bg_samples": 462.75, "roi_head/num_fg_samples": 49.25, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5671286540018627, "total_loss": 1.2063830672559561} {"data_time": 0.013120598498062463, "eta_seconds": 95239.74639642345, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.37444113263785395, "fast_rcnn/fg_cls_accuracy": 0.5413251366120219, "iteration": 101079, "loss_box_reg": 0.23088373080827296, "loss_cls": 0.22401826735585928, "loss_mask": 0.2599086333066225, "loss_rpn_cls": 0.0460683855926618, "loss_rpn_loc": 0.0774851959431544, "loss_sem_seg": 0.34018832189030945, "lr": 0.02, "mask_rcnn/accuracy": 0.8980513038548753, "mask_rcnn/false_negative": 0.09112824039890993, "mask_rcnn/false_positive": 0.12197254464458046, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5616823809978087, "total_loss": 1.1943185758718755} {"data_time": 0.012714871503703762, "eta_seconds": 95325.55579542162, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.30852241283895965, "fast_rcnn/fg_cls_accuracy": 0.6176181102362205, "iteration": 101099, "loss_box_reg": 0.24248302588239312, "loss_cls": 0.2336519304662943, "loss_mask": 0.27141094766557217, "loss_rpn_cls": 0.05187368459883146, "loss_rpn_loc": 0.09588705946225673, "loss_sem_seg": 0.3044942654669285, "lr": 0.02, "mask_rcnn/accuracy": 0.8800120590719349, "mask_rcnn/false_negative": 0.09574216174999298, "mask_rcnn/false_positive": 0.1457316634070968, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.568420318497374, "total_loss": 1.245582661125809} {"data_time": 0.01187440000285278, "eta_seconds": 95217.1939023235, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.4169978323699422, "fast_rcnn/fg_cls_accuracy": 0.5821041791243107, "iteration": 101119, "loss_box_reg": 0.2310067480430007, "loss_cls": 0.23288610624149442, "loss_mask": 0.26799299102276564, "loss_rpn_cls": 0.03993225503654685, "loss_rpn_loc": 0.07410469115711749, "loss_sem_seg": 0.3569987150840461, "lr": 0.02, "mask_rcnn/accuracy": 0.8784998287509448, "mask_rcnn/false_negative": 0.09030134590724012, "mask_rcnn/false_positive": 0.14331914831434656, "roi_head/num_bg_samples": 432.5, "roi_head/num_fg_samples": 79.5, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.5666161634981108, "total_loss": 1.1859135879785754} {"data_time": 0.013216608498623827, "eta_seconds": 95194.39483334328, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.4043469551282051, "fast_rcnn/fg_cls_accuracy": 0.556506283068783, "iteration": 101139, "loss_box_reg": 0.23209621524438262, "loss_cls": 0.2207116042263806, "loss_mask": 0.26119191385805607, "loss_rpn_cls": 0.0461993680219166, "loss_rpn_loc": 0.07978937242296524, "loss_sem_seg": 0.34554105694405735, "lr": 0.02, "mask_rcnn/accuracy": 0.8965799294243172, "mask_rcnn/false_negative": 0.09146729078871152, "mask_rcnn/false_positive": 0.10278410110811402, "roi_head/num_bg_samples": 463.25, "roi_head/num_fg_samples": 48.75, "rpn/num_neg_anchors": 236.5, "rpn/num_pos_anchors": 19.5, "time": 0.5585828380026214, "total_loss": 1.176961280289106} {"data_time": 0.01225995549975778, "eta_seconds": 95159.96036922972, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.3424137931034483, "fast_rcnn/fg_cls_accuracy": 0.6545092838196287, "iteration": 101159, "loss_box_reg": 0.2281667455099523, "loss_cls": 0.216293832520023, "loss_mask": 0.2649061419069767, "loss_rpn_cls": 0.045405228389427066, "loss_rpn_loc": 0.0748770319041796, "loss_sem_seg": 0.3187536261975765, "lr": 0.02, "mask_rcnn/accuracy": 0.8939651506447962, "mask_rcnn/false_negative": 0.08449448762483566, "mask_rcnn/false_positive": 0.12324543525257836, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5599939654966875, "total_loss": 1.1628185397421475} {"data_time": 0.013476643496687757, "eta_seconds": 95164.7617621554, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.3630636604774536, "fast_rcnn/fg_cls_accuracy": 0.5728410513141426, "iteration": 101179, "loss_box_reg": 0.2261703871190548, "loss_cls": 0.21863202657550573, "loss_mask": 0.25509726256132126, "loss_rpn_cls": 0.03881046301103197, "loss_rpn_loc": 0.06972661282634363, "loss_sem_seg": 0.3350167158059776, "lr": 0.02, "mask_rcnn/accuracy": 0.8789609593837535, "mask_rcnn/false_negative": 0.08873780715004076, "mask_rcnn/false_positive": 0.15054007431303174, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.5798272784959408, "total_loss": 1.1803675545961596} {"data_time": 0.013281221497891238, "eta_seconds": 95149.15063022616, "fast_rcnn/cls_accuracy": 0.91357421875, "fast_rcnn/false_negative": 0.31607022849462363, "fast_rcnn/fg_cls_accuracy": 0.6021605615266505, "iteration": 101199, "loss_box_reg": 0.23748748027719557, "loss_cls": 0.23605381115339696, "loss_mask": 0.26714911963790655, "loss_rpn_cls": 0.04841283825226128, "loss_rpn_loc": 0.08109971525846049, "loss_sem_seg": 0.3113150461576879, "lr": 0.02, "mask_rcnn/accuracy": 0.8823866870336845, "mask_rcnn/false_negative": 0.10884485312018392, "mask_rcnn/false_positive": 0.11924552567230813, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5598748899974453, "total_loss": 1.1677700562868267} {"data_time": 0.013161489499907475, "eta_seconds": 95257.82933616175, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.3635, "fast_rcnn/fg_cls_accuracy": 0.5856589147286821, "iteration": 101219, "loss_box_reg": 0.245734597556293, "loss_cls": 0.22655916051007807, "loss_mask": 0.2670285413041711, "loss_rpn_cls": 0.04625166494224686, "loss_rpn_loc": 0.06939614046132192, "loss_sem_seg": 0.34398083947598934, "lr": 0.02, "mask_rcnn/accuracy": 0.8901014445412312, "mask_rcnn/false_negative": 0.09906277423542105, "mask_rcnn/false_positive": 0.1041438809422536, "roi_head/num_bg_samples": 455.5, "roi_head/num_fg_samples": 56.5, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5671908420008549, "total_loss": 1.2352301596547477} {"data_time": 0.012454367501050001, "eta_seconds": 95244.98257889785, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.39866071428571426, "fast_rcnn/fg_cls_accuracy": 0.5707364341085271, "iteration": 101239, "loss_box_reg": 0.2303876276127994, "loss_cls": 0.21971861878409982, "loss_mask": 0.25247616739943624, "loss_rpn_cls": 0.04213236371288076, "loss_rpn_loc": 0.07545573607785627, "loss_sem_seg": 0.3145648029167205, "lr": 0.02, "mask_rcnn/accuracy": 0.8880342041679251, "mask_rcnn/false_negative": 0.07729774224902676, "mask_rcnn/false_positive": 0.1377183875643414, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5599216389964567, "total_loss": 1.137569260172313} {"data_time": 0.01222722699822043, "eta_seconds": 95204.79736456547, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3111111111111111, "fast_rcnn/fg_cls_accuracy": 0.6375718390804598, "iteration": 101259, "loss_box_reg": 0.23711312841624022, "loss_cls": 0.22136978106573224, "loss_mask": 0.25487035559490323, "loss_rpn_cls": 0.04165565478615463, "loss_rpn_loc": 0.06250778277171776, "loss_sem_seg": 0.33976306300610304, "lr": 0.02, "mask_rcnn/accuracy": 0.903524390525441, "mask_rcnn/false_negative": 0.09769814555008399, "mask_rcnn/false_positive": 0.10174148328133943, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.559169882999413, "total_loss": 1.1972904775757343} {"data_time": 0.011828316000901395, "eta_seconds": 95222.40746199788, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.35923317862776927, "fast_rcnn/fg_cls_accuracy": 0.589264027204275, "iteration": 101279, "loss_box_reg": 0.2328461753204465, "loss_cls": 0.2221039584837854, "loss_mask": 0.2660460574552417, "loss_rpn_cls": 0.04308344813762233, "loss_rpn_loc": 0.07005599630065262, "loss_sem_seg": 0.3299678969196975, "lr": 0.02, "mask_rcnn/accuracy": 0.895086464278633, "mask_rcnn/false_negative": 0.10409887269759724, "mask_rcnn/false_positive": 0.11237992545159982, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5685283894963504, "total_loss": 1.1672571720264386} {"data_time": 0.013093770499835955, "eta_seconds": 95152.09935221319, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.341324200913242, "fast_rcnn/fg_cls_accuracy": 0.6333303502177674, "iteration": 101299, "loss_box_reg": 0.237533611478284, "loss_cls": 0.21454488462768495, "loss_mask": 0.25326013239100575, "loss_rpn_cls": 0.045732139551546425, "loss_rpn_loc": 0.07320599164813757, "loss_sem_seg": 0.3168431934900582, "lr": 0.02, "mask_rcnn/accuracy": 0.8947495667018683, "mask_rcnn/false_negative": 0.10695493392384765, "mask_rcnn/false_positive": 0.0996887723788066, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5755434474958747, "total_loss": 1.1876765782944858} {"data_time": 0.012553600005048793, "eta_seconds": 95170.94496448562, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.31811965811965814, "fast_rcnn/fg_cls_accuracy": 0.6099033816425121, "iteration": 101319, "loss_box_reg": 0.2224389691837132, "loss_cls": 0.22373768500983715, "loss_mask": 0.26201776694506407, "loss_rpn_cls": 0.04493302761693485, "loss_rpn_loc": 0.07131482647673693, "loss_sem_seg": 0.3380723977461457, "lr": 0.02, "mask_rcnn/accuracy": 0.9014682539682539, "mask_rcnn/false_negative": 0.09810854711218653, "mask_rcnn/false_positive": 0.10984072112855323, "roi_head/num_bg_samples": 463.25, "roi_head/num_fg_samples": 48.75, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.568668958498165, "total_loss": 1.2043163599737454} {"data_time": 0.012349193999398267, "eta_seconds": 95188.54478664792, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.3316151202749141, "fast_rcnn/fg_cls_accuracy": 0.6064425770308123, "iteration": 101339, "loss_box_reg": 0.23126632906496525, "loss_cls": 0.20780722820200026, "loss_mask": 0.2568603986874223, "loss_rpn_cls": 0.041906895057763904, "loss_rpn_loc": 0.07223590021021664, "loss_sem_seg": 0.31813083915039897, "lr": 0.02, "mask_rcnn/accuracy": 0.8963538180249058, "mask_rcnn/false_negative": 0.09047168583337156, "mask_rcnn/false_positive": 0.11170170513479746, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 235.5, "rpn/num_pos_anchors": 20.5, "time": 0.5651162075009779, "total_loss": 1.1104317820863798} {"data_time": 0.013337017498997739, "eta_seconds": 95070.37112826433, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.2875409836065574, "fast_rcnn/fg_cls_accuracy": 0.6260344827586206, "iteration": 101359, "loss_box_reg": 0.2408435856923461, "loss_cls": 0.21706820488907397, "loss_mask": 0.2597269229590893, "loss_rpn_cls": 0.04815015842177672, "loss_rpn_loc": 0.0671103754430078, "loss_sem_seg": 0.3616012395359576, "lr": 0.02, "mask_rcnn/accuracy": 0.8971245422629484, "mask_rcnn/false_negative": 0.09668065299738784, "mask_rcnn/false_positive": 0.11766255351537583, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5562266920023831, "total_loss": 1.1690607652417384} {"data_time": 0.012543083998025395, "eta_seconds": 95044.55327515406, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.4061202747878476, "fast_rcnn/fg_cls_accuracy": 0.5628157747005988, "iteration": 101379, "loss_box_reg": 0.2378233855124563, "loss_cls": 0.22934070182964206, "loss_mask": 0.26521506160497665, "loss_rpn_cls": 0.0444646209361963, "loss_rpn_loc": 0.06737012474332005, "loss_sem_seg": 0.3448160928674042, "lr": 0.02, "mask_rcnn/accuracy": 0.8718346688083787, "mask_rcnn/false_negative": 0.10807304233636653, "mask_rcnn/false_positive": 0.1517580691191885, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.556514520503697, "total_loss": 1.1792834152875002} {"data_time": 0.012904916002298705, "eta_seconds": 94926.61848872277, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3413406214039125, "fast_rcnn/fg_cls_accuracy": 0.595979472932824, "iteration": 101399, "loss_box_reg": 0.24916879716329277, "loss_cls": 0.25449229474179447, "loss_mask": 0.2654197895899415, "loss_rpn_cls": 0.05354002397507429, "loss_rpn_loc": 0.0980469195637852, "loss_sem_seg": 0.3300748523324728, "lr": 0.02, "mask_rcnn/accuracy": 0.8818897904906644, "mask_rcnn/false_negative": 0.10369379132856539, "mask_rcnn/false_positive": 0.1230023783861791, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.5540665674961929, "total_loss": 1.225757853302639} {"data_time": 0.012340047498582862, "eta_seconds": 94961.0038193239, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.42365967365967366, "fast_rcnn/fg_cls_accuracy": 0.556904523262957, "iteration": 101419, "loss_box_reg": 0.23817743500694633, "loss_cls": 0.22219306440092623, "loss_mask": 0.2559158019721508, "loss_rpn_cls": 0.044113010710134404, "loss_rpn_loc": 0.07137568353209645, "loss_sem_seg": 0.32962481677532196, "lr": 0.02, "mask_rcnn/accuracy": 0.8843542420893004, "mask_rcnn/false_negative": 0.09433915016756567, "mask_rcnn/false_positive": 0.13204662544121, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5642925159991137, "total_loss": 1.1789093570550904} {"data_time": 0.01323774149932433, "eta_seconds": 94897.55765007873, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.3046717918391484, "fast_rcnn/fg_cls_accuracy": 0.6537202512607272, "iteration": 101439, "loss_box_reg": 0.21830930118449032, "loss_cls": 0.21807296760380268, "loss_mask": 0.25209042243659496, "loss_rpn_cls": 0.040691286791116, "loss_rpn_loc": 0.08310565876308829, "loss_sem_seg": 0.32252434571273625, "lr": 0.02, "mask_rcnn/accuracy": 0.8915050206976785, "mask_rcnn/false_negative": 0.090517511605957, "mask_rcnn/false_positive": 0.13000169533496447, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5513502584981325, "total_loss": 1.1600039979821304} {"data_time": 0.013095816000713967, "eta_seconds": 94918.51647099199, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.33075990179548614, "fast_rcnn/fg_cls_accuracy": 0.6401201325600663, "iteration": 101459, "loss_box_reg": 0.22676314529962838, "loss_cls": 0.212631159927696, "loss_mask": 0.26227755658328533, "loss_rpn_cls": 0.0443716943700565, "loss_rpn_loc": 0.09002199399401434, "loss_sem_seg": 0.3637265539728105, "lr": 0.02, "mask_rcnn/accuracy": 0.8839685242525749, "mask_rcnn/false_negative": 0.10749409490634795, "mask_rcnn/false_positive": 0.11386511518632236, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 205.75, "rpn/num_pos_anchors": 50.25, "time": 0.5675202775018988, "total_loss": 1.202585196308064} {"data_time": 0.012845680997997988, "eta_seconds": 94907.25291892205, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.43484190088757396, "fast_rcnn/fg_cls_accuracy": 0.5592409393491125, "iteration": 101479, "loss_box_reg": 0.2286200684029609, "loss_cls": 0.21725751599296927, "loss_mask": 0.2567064817994833, "loss_rpn_cls": 0.05116441557765938, "loss_rpn_loc": 0.07292215176858008, "loss_sem_seg": 0.3545335866510868, "lr": 0.02, "mask_rcnn/accuracy": 0.8710276507207543, "mask_rcnn/false_negative": 0.08817012077486155, "mask_rcnn/false_positive": 0.16859278329488475, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.5668405069991422, "total_loss": 1.1672997515415773} {"data_time": 0.012585151998791844, "eta_seconds": 94940.53496583442, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3313494135254603, "fast_rcnn/fg_cls_accuracy": 0.6245319436402239, "iteration": 101499, "loss_box_reg": 0.23421044973656535, "loss_cls": 0.23122683819383383, "loss_mask": 0.2668233001604676, "loss_rpn_cls": 0.04471996350912377, "loss_rpn_loc": 0.07814824866363779, "loss_sem_seg": 0.33615493634715676, "lr": 0.02, "mask_rcnn/accuracy": 0.8803498723400209, "mask_rcnn/false_negative": 0.09074534920355311, "mask_rcnn/false_positive": 0.13533969689024034, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5747206050000386, "total_loss": 1.1909300080151297} {"data_time": 0.01265615699958289, "eta_seconds": 94970.14778792066, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3711270767849124, "fast_rcnn/fg_cls_accuracy": 0.5730202791271494, "iteration": 101519, "loss_box_reg": 0.2497929143719375, "loss_cls": 0.2233196736779064, "loss_mask": 0.25769204273819923, "loss_rpn_cls": 0.04328335124591831, "loss_rpn_loc": 0.08153849770314991, "loss_sem_seg": 0.3438422547187656, "lr": 0.02, "mask_rcnn/accuracy": 0.8796056345371129, "mask_rcnn/false_negative": 0.11054596578088402, "mask_rcnn/false_positive": 0.12407909843950729, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5681124094990082, "total_loss": 1.2067848846781999} {"data_time": 0.01215450949894148, "eta_seconds": 94893.4082987236, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.3019462719298246, "fast_rcnn/fg_cls_accuracy": 0.6383572567783093, "iteration": 101539, "loss_box_reg": 0.2342475054319948, "loss_cls": 0.2209273180924356, "loss_mask": 0.2586673991754651, "loss_rpn_cls": 0.05211231316206977, "loss_rpn_loc": 0.09837002330459654, "loss_sem_seg": 0.3515959419310093, "lr": 0.02, "mask_rcnn/accuracy": 0.893608987996743, "mask_rcnn/false_negative": 0.09364393065558417, "mask_rcnn/false_positive": 0.1095912222269129, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5464917310018791, "total_loss": 1.1824886630201945} {"data_time": 0.012749597997753881, "eta_seconds": 94808.76973104037, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3170266544117647, "fast_rcnn/fg_cls_accuracy": 0.6579343365253079, "iteration": 101559, "loss_box_reg": 0.23014836898073554, "loss_cls": 0.22108060773462057, "loss_mask": 0.2641522213816643, "loss_rpn_cls": 0.05930794065352529, "loss_rpn_loc": 0.09292837118846364, "loss_sem_seg": 0.3370835417881608, "lr": 0.02, "mask_rcnn/accuracy": 0.8847493143746603, "mask_rcnn/false_negative": 0.08386144062335432, "mask_rcnn/false_positive": 0.11908830750622162, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5421690870025486, "total_loss": 1.241386899317149} {"data_time": 0.012305215503147338, "eta_seconds": 94790.8755569794, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.31192733646721377, "fast_rcnn/fg_cls_accuracy": 0.5856002106002106, "iteration": 101579, "loss_box_reg": 0.20707347197458148, "loss_cls": 0.19531563948839903, "loss_mask": 0.25930097326636314, "loss_rpn_cls": 0.04275960859376937, "loss_rpn_loc": 0.06815649598138407, "loss_sem_seg": 0.30982063012197614, "lr": 0.02, "mask_rcnn/accuracy": 0.8790134719731251, "mask_rcnn/false_negative": 0.0953739244822428, "mask_rcnn/false_positive": 0.12397861278779251, "roi_head/num_bg_samples": 461.75, "roi_head/num_fg_samples": 50.25, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5552101084977039, "total_loss": 1.0884785706584807} {"data_time": 0.012806010498024989, "eta_seconds": 94807.47981935862, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.37769248137277034, "fast_rcnn/fg_cls_accuracy": 0.5177732539931099, "iteration": 101599, "loss_box_reg": 0.24907149048522115, "loss_cls": 0.23042801721021533, "loss_mask": 0.2460081223398447, "loss_rpn_cls": 0.045105175202479586, "loss_rpn_loc": 0.08383932011201978, "loss_sem_seg": 0.3403929118067026, "lr": 0.02, "mask_rcnn/accuracy": 0.8716611511908372, "mask_rcnn/false_negative": 0.11519445828143862, "mask_rcnn/false_positive": 0.13124166402317264, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5813108875008766, "total_loss": 1.2195807294046972} {"data_time": 0.012842529496992938, "eta_seconds": 94784.85193176876, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.40192307692307694, "fast_rcnn/fg_cls_accuracy": 0.5464039621016366, "iteration": 101619, "loss_box_reg": 0.23303286219015718, "loss_cls": 0.22605648497119546, "loss_mask": 0.27326485980302095, "loss_rpn_cls": 0.04547145620017545, "loss_rpn_loc": 0.06020972493570298, "loss_sem_seg": 0.3543285448104143, "lr": 0.02, "mask_rcnn/accuracy": 0.879601080553802, "mask_rcnn/false_negative": 0.09818424402713531, "mask_rcnn/false_positive": 0.12974403032833207, "roi_head/num_bg_samples": 455.5, "roi_head/num_fg_samples": 56.5, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5639609314966947, "total_loss": 1.1788725925725885} {"data_time": 0.012327495496720076, "eta_seconds": 94782.17743875131, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.2832317073170732, "fast_rcnn/fg_cls_accuracy": 0.5827375946173254, "iteration": 101639, "loss_box_reg": 0.22494112292770296, "loss_cls": 0.21959222690202296, "loss_mask": 0.25303826853632927, "loss_rpn_cls": 0.041761906701140106, "loss_rpn_loc": 0.07428115585935302, "loss_sem_seg": 0.3672903459519148, "lr": 0.02, "mask_rcnn/accuracy": 0.9015561224489796, "mask_rcnn/false_negative": 0.09734327961230499, "mask_rcnn/false_positive": 0.10767374304836252, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5660553874986363, "total_loss": 1.156721493403893} {"data_time": 0.012640255001315381, "eta_seconds": 94770.91804050127, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.30845771144278605, "fast_rcnn/fg_cls_accuracy": 0.6476920270023718, "iteration": 101659, "loss_box_reg": 0.24320627003908157, "loss_cls": 0.22384636662900448, "loss_mask": 0.26551893819123507, "loss_rpn_cls": 0.05015785398427397, "loss_rpn_loc": 0.08457407576497644, "loss_sem_seg": 0.3382606622762978, "lr": 0.02, "mask_rcnn/accuracy": 0.8903115972757263, "mask_rcnn/false_negative": 0.10160853768521375, "mask_rcnn/false_positive": 0.12766385240548667, "roi_head/num_bg_samples": 457.75, "roi_head/num_fg_samples": 54.25, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.565209270494961, "total_loss": 1.1992439369932981} {"data_time": 0.012867044504673686, "eta_seconds": 94762.44090399856, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.36169407728786196, "fast_rcnn/fg_cls_accuracy": 0.5946524064171123, "iteration": 101679, "loss_box_reg": 0.24069076078012586, "loss_cls": 0.21890919492579997, "loss_mask": 0.256656089797616, "loss_rpn_cls": 0.04469833057373762, "loss_rpn_loc": 0.07124589791055769, "loss_sem_seg": 0.39016847196035087, "lr": 0.02, "mask_rcnn/accuracy": 0.8839446621660279, "mask_rcnn/false_negative": 0.100636094902156, "mask_rcnn/false_positive": 0.13512592248393746, "roi_head/num_bg_samples": 432.75, "roi_head/num_fg_samples": 79.25, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5702925129990035, "total_loss": 1.19993962359149} {"data_time": 0.012424852498952532, "eta_seconds": 94803.2809379232, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.3582511737089202, "fast_rcnn/fg_cls_accuracy": 0.6001984126984128, "iteration": 101699, "loss_box_reg": 0.2570355029311031, "loss_cls": 0.2436056740116328, "loss_mask": 0.26994661893695593, "loss_rpn_cls": 0.05898174879257567, "loss_rpn_loc": 0.08986455723061226, "loss_sem_seg": 0.3839017879217863, "lr": 0.02, "mask_rcnn/accuracy": 0.8819490439854103, "mask_rcnn/false_negative": 0.09174034553616436, "mask_rcnn/false_positive": 0.1483664441072512, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.5718380859980243, "total_loss": 1.320878477039514} {"data_time": 0.01256090699826018, "eta_seconds": 94737.90939496714, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.28480113636363635, "fast_rcnn/fg_cls_accuracy": 0.6321896614488534, "iteration": 101719, "loss_box_reg": 0.24548958661034703, "loss_cls": 0.22609466966241598, "loss_mask": 0.25437659956514835, "loss_rpn_cls": 0.04770744336565258, "loss_rpn_loc": 0.09080818109214306, "loss_sem_seg": 0.3256145822815597, "lr": 0.02, "mask_rcnn/accuracy": 0.9061183565719921, "mask_rcnn/false_negative": 0.0884227546008522, "mask_rcnn/false_positive": 0.1327166694420821, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5602677240021876, "total_loss": 1.1886560417478904} {"data_time": 0.012800638000044273, "eta_seconds": 94805.30889363425, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.3477954026078774, "fast_rcnn/fg_cls_accuracy": 0.6344884938379322, "iteration": 101739, "loss_box_reg": 0.25190396001562476, "loss_cls": 0.23874717857688665, "loss_mask": 0.2519525308161974, "loss_rpn_cls": 0.047046990133821964, "loss_rpn_loc": 0.08876274107024074, "loss_sem_seg": 0.32363585382699966, "lr": 0.02, "mask_rcnn/accuracy": 0.8719231186293646, "mask_rcnn/false_negative": 0.10537088015784152, "mask_rcnn/false_positive": 0.13575871603406786, "roi_head/num_bg_samples": 433.0, "roi_head/num_fg_samples": 79.0, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5583613429953402, "total_loss": 1.190619002765743} {"data_time": 0.012874504998762859, "eta_seconds": 94769.48317762306, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.38156288156288154, "fast_rcnn/fg_cls_accuracy": 0.5554858934169279, "iteration": 101759, "loss_box_reg": 0.22816184861585498, "loss_cls": 0.21790718752890825, "loss_mask": 0.26121489610522985, "loss_rpn_cls": 0.0445957524352707, "loss_rpn_loc": 0.06949087820248678, "loss_sem_seg": 0.33555054129101336, "lr": 0.02, "mask_rcnn/accuracy": 0.8837188275774976, "mask_rcnn/false_negative": 0.08621899111381433, "mask_rcnn/false_positive": 0.14517225301676054, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 205.75, "rpn/num_pos_anchors": 50.25, "time": 0.5592085355019663, "total_loss": 1.1943324793828651} {"data_time": 0.013596057000540895, "eta_seconds": 94738.29963787294, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.31107142857142855, "fast_rcnn/fg_cls_accuracy": 0.6765066964285714, "iteration": 101779, "loss_box_reg": 0.2282260055653751, "loss_cls": 0.21705250162631273, "loss_mask": 0.2671805792488158, "loss_rpn_cls": 0.05061597973690368, "loss_rpn_loc": 0.07649460493121296, "loss_sem_seg": 0.3429478853940964, "lr": 0.02, "mask_rcnn/accuracy": 0.8988446518208424, "mask_rcnn/false_negative": 0.09551923374583872, "mask_rcnn/false_positive": 0.0972335892587197, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5606758475005336, "total_loss": 1.185335946327541} {"data_time": 0.011893822498677764, "eta_seconds": 94678.51564804761, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.26073131955484896, "fast_rcnn/fg_cls_accuracy": 0.6606060606060606, "iteration": 101799, "loss_box_reg": 0.222563567571342, "loss_cls": 0.2076848428696394, "loss_mask": 0.24779932107776403, "loss_rpn_cls": 0.048202669888269156, "loss_rpn_loc": 0.07451578177278861, "loss_sem_seg": 0.3284651942085475, "lr": 0.02, "mask_rcnn/accuracy": 0.9180274784972998, "mask_rcnn/false_negative": 0.07258171158794499, "mask_rcnn/false_positive": 0.1003440930252256, "roi_head/num_bg_samples": 471.25, "roi_head/num_fg_samples": 40.75, "rpn/num_neg_anchors": 236.5, "rpn/num_pos_anchors": 19.5, "time": 0.5657175175001612, "total_loss": 1.1244264861161355} {"data_time": 0.012050561501382617, "eta_seconds": 94715.77253373306, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.4202964307320024, "fast_rcnn/fg_cls_accuracy": 0.5711357998058462, "iteration": 101819, "loss_box_reg": 0.2317042879294604, "loss_cls": 0.21848349599167705, "loss_mask": 0.2643977995030582, "loss_rpn_cls": 0.045409216079860926, "loss_rpn_loc": 0.08017842803383246, "loss_sem_seg": 0.2978178842458874, "lr": 0.02, "mask_rcnn/accuracy": 0.8826142283611337, "mask_rcnn/false_negative": 0.09906317594922304, "mask_rcnn/false_positive": 0.1523464197446091, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5735160455005825, "total_loss": 1.155028718023459} {"data_time": 0.01209128049958963, "eta_seconds": 94724.41949722286, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.351313164893617, "fast_rcnn/fg_cls_accuracy": 0.6337771036962139, "iteration": 101839, "loss_box_reg": 0.24212254956364632, "loss_cls": 0.21122285700403154, "loss_mask": 0.2570961224846542, "loss_rpn_cls": 0.049513188074342906, "loss_rpn_loc": 0.0710456125671044, "loss_sem_seg": 0.32408818462863564, "lr": 0.02, "mask_rcnn/accuracy": 0.8903200269933554, "mask_rcnn/false_negative": 0.0753148423839094, "mask_rcnn/false_positive": 0.13157947790660673, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5634515860001557, "total_loss": 1.1971347477810923} {"data_time": 0.012554464999993797, "eta_seconds": 94776.82571454786, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.41552631578947363, "fast_rcnn/fg_cls_accuracy": 0.5006802176696543, "iteration": 101859, "loss_box_reg": 0.22734422888606787, "loss_cls": 0.23606060538440943, "loss_mask": 0.2652284847572446, "loss_rpn_cls": 0.04841778188711032, "loss_rpn_loc": 0.08934384983149357, "loss_sem_seg": 0.3383289622142911, "lr": 0.02, "mask_rcnn/accuracy": 0.8960744598765431, "mask_rcnn/false_negative": 0.09199533652810352, "mask_rcnn/false_positive": 0.11992619124281192, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.569969182000932, "total_loss": 1.2582179713790538} {"data_time": 0.013152940504369326, "eta_seconds": 94822.56339669203, "fast_rcnn/cls_accuracy": 0.9072265625, "fast_rcnn/false_negative": 0.3572900737982847, "fast_rcnn/fg_cls_accuracy": 0.5860878732231518, "iteration": 101879, "loss_box_reg": 0.25386983156204224, "loss_cls": 0.2306441213004291, "loss_mask": 0.26096567139029503, "loss_rpn_cls": 0.048050835786852986, "loss_rpn_loc": 0.09073016501497477, "loss_sem_seg": 0.3222725270316005, "lr": 0.02, "mask_rcnn/accuracy": 0.8730955117237374, "mask_rcnn/false_negative": 0.1077599432006544, "mask_rcnn/false_positive": 0.13656056188395116, "roi_head/num_bg_samples": 426.0, "roi_head/num_fg_samples": 86.0, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.5707469575027062, "total_loss": 1.2166168767143972} {"data_time": 0.013926660001743585, "eta_seconds": 94881.99379825118, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.32132517164364294, "fast_rcnn/fg_cls_accuracy": 0.5908366533864542, "iteration": 101899, "loss_box_reg": 0.2290771717671305, "loss_cls": 0.22220357647165656, "loss_mask": 0.26228141598403454, "loss_rpn_cls": 0.04481095555820502, "loss_rpn_loc": 0.07405646328697912, "loss_sem_seg": 0.33721645921468735, "lr": 0.02, "mask_rcnn/accuracy": 0.8935118428627138, "mask_rcnn/false_negative": 0.10105399074666817, "mask_rcnn/false_positive": 0.11961319085884922, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5671679974984727, "total_loss": 1.1827260312711587} {"data_time": 0.012955773501744261, "eta_seconds": 94870.7051094512, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.2326791555159084, "fast_rcnn/fg_cls_accuracy": 0.6922713529856387, "iteration": 101919, "loss_box_reg": 0.25136964209377766, "loss_cls": 0.22966594388708472, "loss_mask": 0.2511117369867861, "loss_rpn_cls": 0.046171914669685066, "loss_rpn_loc": 0.08044110925402492, "loss_sem_seg": 0.34954147366806865, "lr": 0.02, "mask_rcnn/accuracy": 0.889082383333851, "mask_rcnn/false_negative": 0.08429901092798031, "mask_rcnn/false_positive": 0.15772747044881413, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5654646119983227, "total_loss": 1.2159810026350897} {"data_time": 0.013715387998672668, "eta_seconds": 94852.85439506867, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.3254906333630687, "fast_rcnn/fg_cls_accuracy": 0.5883633633633634, "iteration": 101939, "loss_box_reg": 0.23495168332010508, "loss_cls": 0.2273532715626061, "loss_mask": 0.2567954510450363, "loss_rpn_cls": 0.0447499621368479, "loss_rpn_loc": 0.07982307684142143, "loss_sem_seg": 0.36870209220796824, "lr": 0.02, "mask_rcnn/accuracy": 0.9092519798964362, "mask_rcnn/false_negative": 0.07363313934081762, "mask_rcnn/false_positive": 0.1013523034523181, "roi_head/num_bg_samples": 460.5, "roi_head/num_fg_samples": 51.5, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 0.566227210998477, "total_loss": 1.2193838516250253} {"data_time": 0.01254608549788827, "eta_seconds": 94861.71502364741, "fast_rcnn/cls_accuracy": 0.9560546875, "fast_rcnn/false_negative": 0.3439772460708421, "fast_rcnn/fg_cls_accuracy": 0.6145220072890384, "iteration": 101959, "loss_box_reg": 0.25023596826940775, "loss_cls": 0.22192829404957592, "loss_mask": 0.26593623869121075, "loss_rpn_cls": 0.046187838626792654, "loss_rpn_loc": 0.08531505038263276, "loss_sem_seg": 0.3386913388967514, "lr": 0.02, "mask_rcnn/accuracy": 0.9008169613999446, "mask_rcnn/false_negative": 0.07924853388976137, "mask_rcnn/false_positive": 0.1319248946346804, "roi_head/num_bg_samples": 469.75, "roi_head/num_fg_samples": 42.25, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5666382445015188, "total_loss": 1.2037533878319664} {"data_time": 0.01200636650173692, "eta_seconds": 94850.42471770736, "fast_rcnn/cls_accuracy": 0.9052734375, "fast_rcnn/false_negative": 0.4356818003606995, "fast_rcnn/fg_cls_accuracy": 0.5571309424520434, "iteration": 101979, "loss_box_reg": 0.21823004353791475, "loss_cls": 0.2089610118418932, "loss_mask": 0.2414773954078555, "loss_rpn_cls": 0.03767176694236696, "loss_rpn_loc": 0.059938949561910704, "loss_sem_seg": 0.3428528173826635, "lr": 0.02, "mask_rcnn/accuracy": 0.8976114901235723, "mask_rcnn/false_negative": 0.08423299300154846, "mask_rcnn/false_positive": 0.11760336124047877, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5660242220001237, "total_loss": 1.1450863573263632} {"data_time": 0.01236316599897691, "eta_seconds": 94830.23716251002, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.32657123897999807, "fast_rcnn/fg_cls_accuracy": 0.6585452782846715, "iteration": 101999, "loss_box_reg": 0.243210821878165, "loss_cls": 0.23051215009763837, "loss_mask": 0.2592662004753947, "loss_rpn_cls": 0.03928609914146364, "loss_rpn_loc": 0.06877703277859837, "loss_sem_seg": 0.36452189297415316, "lr": 0.02, "mask_rcnn/accuracy": 0.9191629391482621, "mask_rcnn/false_negative": 0.08450484883113399, "mask_rcnn/false_positive": 0.0919112707570116, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 237.25, "rpn/num_pos_anchors": 18.75, "time": 0.5660847159997502, "total_loss": 1.1940292926447} {"data_time": 0.01207065099515603, "eta_seconds": 94834.16707846778, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.25513698630136983, "fast_rcnn/fg_cls_accuracy": 0.7231456732375543, "iteration": 102019, "loss_box_reg": 0.2455004829680547, "loss_cls": 0.22043986292555928, "loss_mask": 0.25111984740942717, "loss_rpn_cls": 0.04146599772502668, "loss_rpn_loc": 0.08357016905210912, "loss_sem_seg": 0.31426835525780916, "lr": 0.02, "mask_rcnn/accuracy": 0.8922184259479264, "mask_rcnn/false_negative": 0.0855290342066381, "mask_rcnn/false_positive": 0.13924583031988852, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5638779924993287, "total_loss": 1.1776972231455147} {"data_time": 0.012551611496746773, "eta_seconds": 94766.13820545665, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.4088146776247251, "fast_rcnn/fg_cls_accuracy": 0.5520297312750143, "iteration": 102039, "loss_box_reg": 0.21212973003275692, "loss_cls": 0.2052582879550755, "loss_mask": 0.24998313281685114, "loss_rpn_cls": 0.04477390297688544, "loss_rpn_loc": 0.07029398629674688, "loss_sem_seg": 0.34503528010100126, "lr": 0.02, "mask_rcnn/accuracy": 0.885454428481919, "mask_rcnn/false_negative": 0.08842224447692258, "mask_rcnn/false_positive": 0.1528146575811688, "roi_head/num_bg_samples": 459.25, "roi_head/num_fg_samples": 52.75, "rpn/num_neg_anchors": 235.25, "rpn/num_pos_anchors": 20.75, "time": 0.5560165280003275, "total_loss": 1.1463853442692198} {"data_time": 0.012376040500384988, "eta_seconds": 94805.26349394713, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.2791075050709939, "fast_rcnn/fg_cls_accuracy": 0.6761363636363635, "iteration": 102059, "loss_box_reg": 0.21801940631121397, "loss_cls": 0.19724145578220487, "loss_mask": 0.2568966830149293, "loss_rpn_cls": 0.04752918184385635, "loss_rpn_loc": 0.07729103599558584, "loss_sem_seg": 0.3191849475260824, "lr": 0.02, "mask_rcnn/accuracy": 0.906084977070122, "mask_rcnn/false_negative": 0.08805132030063878, "mask_rcnn/false_positive": 0.10652350908024355, "roi_head/num_bg_samples": 464.5, "roi_head/num_fg_samples": 47.5, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5706493794968992, "total_loss": 1.143181654275395} {"data_time": 0.013235648002591915, "eta_seconds": 94785.08017550994, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.41585180356366797, "fast_rcnn/fg_cls_accuracy": 0.5346995222529545, "iteration": 102079, "loss_box_reg": 0.22998880129307508, "loss_cls": 0.20973815815523267, "loss_mask": 0.2590641397982836, "loss_rpn_cls": 0.051388304273132235, "loss_rpn_loc": 0.08563637849874794, "loss_sem_seg": 0.3411727845668793, "lr": 0.02, "mask_rcnn/accuracy": 0.8911277701264555, "mask_rcnn/false_negative": 0.08881691651847293, "mask_rcnn/false_positive": 0.12568195442110722, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5604286394991504, "total_loss": 1.153867101209471} {"data_time": 0.012635604001843603, "eta_seconds": 94756.03439055919, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.4553818782564494, "fast_rcnn/fg_cls_accuracy": 0.539966958952853, "iteration": 102099, "loss_box_reg": 0.22530190227553248, "loss_cls": 0.21189062227495015, "loss_mask": 0.27894816640764475, "loss_rpn_cls": 0.047932451125234365, "loss_rpn_loc": 0.0689480947330594, "loss_sem_seg": 0.34168736217543483, "lr": 0.02, "mask_rcnn/accuracy": 0.8794672015536678, "mask_rcnn/false_negative": 0.10587751251605691, "mask_rcnn/false_positive": 0.12488209015076333, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5629020939995826, "total_loss": 1.2030893446644768} {"data_time": 0.013618638502521208, "eta_seconds": 94712.70918404372, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.35905485789821545, "fast_rcnn/fg_cls_accuracy": 0.604841374752148, "iteration": 102119, "loss_box_reg": 0.2492277144920081, "loss_cls": 0.23408211069181561, "loss_mask": 0.26556105678901076, "loss_rpn_cls": 0.045405512442812324, "loss_rpn_loc": 0.08510011332691647, "loss_sem_seg": 0.3177720820531249, "lr": 0.02, "mask_rcnn/accuracy": 0.8808133488930845, "mask_rcnn/false_negative": 0.10644502517393681, "mask_rcnn/false_positive": 0.14131196146542638, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5626652870014368, "total_loss": 1.2526892513269559} {"data_time": 0.012708853999356506, "eta_seconds": 94751.21243525988, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.28717948717948716, "fast_rcnn/fg_cls_accuracy": 0.6664833822091887, "iteration": 102139, "loss_box_reg": 0.22763738175854087, "loss_cls": 0.20733052399009466, "loss_mask": 0.24955807346850634, "loss_rpn_cls": 0.0460546500980854, "loss_rpn_loc": 0.08022791746770963, "loss_sem_seg": 0.3247958132997155, "lr": 0.02, "mask_rcnn/accuracy": 0.8911998187432868, "mask_rcnn/false_negative": 0.07669470813164896, "mask_rcnn/false_positive": 0.124012657983643, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5663889790012036, "total_loss": 1.1553351212642156} {"data_time": 0.012292817002162337, "eta_seconds": 94755.12966714754, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.3333333333333333, "fast_rcnn/fg_cls_accuracy": 0.5888198757763975, "iteration": 102159, "loss_box_reg": 0.2414195341989398, "loss_cls": 0.21972484234720469, "loss_mask": 0.25081425765529275, "loss_rpn_cls": 0.04328888273448683, "loss_rpn_loc": 0.07752531720325351, "loss_sem_seg": 0.32549374271184206, "lr": 0.02, "mask_rcnn/accuracy": 0.9018659834623505, "mask_rcnn/false_negative": 0.07521278381260725, "mask_rcnn/false_positive": 0.13205669170587192, "roi_head/num_bg_samples": 460.25, "roi_head/num_fg_samples": 51.75, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5672156709988485, "total_loss": 1.198792767856503} {"data_time": 0.012657706000027247, "eta_seconds": 94737.5216583068, "fast_rcnn/cls_accuracy": 0.9072265625, "fast_rcnn/false_negative": 0.32970085470085475, "fast_rcnn/fg_cls_accuracy": 0.6195631707776313, "iteration": 102179, "loss_box_reg": 0.2164405989460647, "loss_cls": 0.20102233113721013, "loss_mask": 0.2639823891222477, "loss_rpn_cls": 0.04532842239132151, "loss_rpn_loc": 0.08445385791128501, "loss_sem_seg": 0.3113192240707576, "lr": 0.02, "mask_rcnn/accuracy": 0.8775960659907129, "mask_rcnn/false_negative": 0.11618683227420264, "mask_rcnn/false_positive": 0.10406194130246083, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 204.25, "rpn/num_pos_anchors": 51.75, "time": 0.5629416504998517, "total_loss": 1.15527447774366} {"data_time": 0.012935848499182612, "eta_seconds": 94738.33827815781, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.3067193675889328, "fast_rcnn/fg_cls_accuracy": 0.6444203944203943, "iteration": 102199, "loss_box_reg": 0.26194236893206835, "loss_cls": 0.2271067826077342, "loss_mask": 0.26554883643984795, "loss_rpn_cls": 0.052071479498408735, "loss_rpn_loc": 0.09170777921099216, "loss_sem_seg": 0.3348611844703555, "lr": 0.02, "mask_rcnn/accuracy": 0.8926494873311643, "mask_rcnn/false_negative": 0.09211788346157422, "mask_rcnn/false_positive": 0.12325050878570376, "roi_head/num_bg_samples": 432.5, "roi_head/num_fg_samples": 79.5, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5625337834972015, "total_loss": 1.2620545033132657} {"data_time": 0.012537750000774395, "eta_seconds": 94755.75687856085, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.33321238509917755, "fast_rcnn/fg_cls_accuracy": 0.6503098060344827, "iteration": 102219, "loss_box_reg": 0.2298945353832096, "loss_cls": 0.22156061697751284, "loss_mask": 0.2504223487339914, "loss_rpn_cls": 0.045164026523707435, "loss_rpn_loc": 0.07508231404062826, "loss_sem_seg": 0.334700514562428, "lr": 0.02, "mask_rcnn/accuracy": 0.8853198287401214, "mask_rcnn/false_negative": 0.10890205815672152, "mask_rcnn/false_positive": 0.13710973852159147, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.5851404409986571, "total_loss": 1.1611006161547266} {"data_time": 0.013042098998994334, "eta_seconds": 94744.4617072508, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3419080919080919, "fast_rcnn/fg_cls_accuracy": 0.6086652902598979, "iteration": 102239, "loss_box_reg": 0.2337163300253451, "loss_cls": 0.22378774429671466, "loss_mask": 0.25717704370617867, "loss_rpn_cls": 0.04610603649052791, "loss_rpn_loc": 0.0714945869112853, "loss_sem_seg": 0.32009811932221055, "lr": 0.02, "mask_rcnn/accuracy": 0.8853218864586743, "mask_rcnn/false_negative": 0.08652560239350651, "mask_rcnn/false_positive": 0.12785907761991988, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5605756224977085, "total_loss": 1.176472443039529} {"data_time": 0.012913626502268016, "eta_seconds": 94749.97678358719, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.37405009850830284, "fast_rcnn/fg_cls_accuracy": 0.5876411170528818, "iteration": 102259, "loss_box_reg": 0.2371189552359283, "loss_cls": 0.22704166918992996, "loss_mask": 0.27381447050720453, "loss_rpn_cls": 0.0413358584191883, "loss_rpn_loc": 0.07963034603744745, "loss_sem_seg": 0.3241672799922526, "lr": 0.02, "mask_rcnn/accuracy": 0.8833619556279272, "mask_rcnn/false_negative": 0.09557549088627018, "mask_rcnn/false_positive": 0.1378907992273095, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5636143959964102, "total_loss": 1.1798905333562288} {"data_time": 0.012222629502502969, "eta_seconds": 94690.25201474196, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.25374251497005984, "fast_rcnn/fg_cls_accuracy": 0.6796137036514874, "iteration": 102279, "loss_box_reg": 0.23164808377623558, "loss_cls": 0.21518260054290295, "loss_mask": 0.25583793967962265, "loss_rpn_cls": 0.043782855034805834, "loss_rpn_loc": 0.06551132397726178, "loss_sem_seg": 0.3480484592728317, "lr": 0.02, "mask_rcnn/accuracy": 0.8981244436305604, "mask_rcnn/false_negative": 0.09893032842606919, "mask_rcnn/false_positive": 0.08519437878854921, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5524328625033377, "total_loss": 1.1846294261777075} {"data_time": 0.012491471999965142, "eta_seconds": 94643.16307425904, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.36625290632265806, "fast_rcnn/fg_cls_accuracy": 0.5393682588597843, "iteration": 102299, "loss_box_reg": 0.22855646745301783, "loss_cls": 0.22014058497734368, "loss_mask": 0.25553976465016603, "loss_rpn_cls": 0.05380803591106087, "loss_rpn_loc": 0.08546726882923394, "loss_sem_seg": 0.31303146854043007, "lr": 0.02, "mask_rcnn/accuracy": 0.869547193877551, "mask_rcnn/false_negative": 0.0997017427095285, "mask_rcnn/false_positive": 0.14617746319809657, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5570068480010377, "total_loss": 1.1613764055800857} {"data_time": 0.011772207999456441, "eta_seconds": 94658.4895167264, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.31223371880706025, "fast_rcnn/fg_cls_accuracy": 0.6272063298843579, "iteration": 102319, "loss_box_reg": 0.2413996602408588, "loss_cls": 0.22949573071673512, "loss_mask": 0.2654674230143428, "loss_rpn_cls": 0.051846777088940144, "loss_rpn_loc": 0.08731390873435885, "loss_sem_seg": 0.34896817500703037, "lr": 0.02, "mask_rcnn/accuracy": 0.8884828402260375, "mask_rcnn/false_negative": 0.09555522661417926, "mask_rcnn/false_positive": 0.15077504278897916, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5776736469997559, "total_loss": 1.2578209452913143} {"data_time": 0.012270825500309002, "eta_seconds": 94633.32241263101, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3407930107526882, "fast_rcnn/fg_cls_accuracy": 0.6332720588235294, "iteration": 102339, "loss_box_reg": 0.21906432090327144, "loss_cls": 0.21208517998456955, "loss_mask": 0.2565095750615001, "loss_rpn_cls": 0.04688178718788549, "loss_rpn_loc": 0.08298849681159481, "loss_sem_seg": 0.30156554002314806, "lr": 0.02, "mask_rcnn/accuracy": 0.8872440220292475, "mask_rcnn/false_negative": 0.09458137777668375, "mask_rcnn/false_positive": 0.13000247996568565, "roi_head/num_bg_samples": 458.0, "roi_head/num_fg_samples": 54.0, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5628284454978711, "total_loss": 1.1483953456918243} {"data_time": 0.013358393502130639, "eta_seconds": 94645.08641138174, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.3741897648002963, "fast_rcnn/fg_cls_accuracy": 0.5701546520329259, "iteration": 102359, "loss_box_reg": 0.22523178718984127, "loss_cls": 0.21806228160858154, "loss_mask": 0.2616281332448125, "loss_rpn_cls": 0.0415080722887069, "loss_rpn_loc": 0.07129972687107511, "loss_sem_seg": 0.34052729699760675, "lr": 0.02, "mask_rcnn/accuracy": 0.8871360664711229, "mask_rcnn/false_negative": 0.09633710218602522, "mask_rcnn/false_positive": 0.12879358859191375, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5643031714971585, "total_loss": 1.1710216461797245} {"data_time": 0.013357099000131711, "eta_seconds": 94643.23651453873, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.2909090909090909, "fast_rcnn/fg_cls_accuracy": 0.6957219251336899, "iteration": 102379, "loss_box_reg": 0.24511480703949928, "loss_cls": 0.21825243858620524, "loss_mask": 0.25698929093778133, "loss_rpn_cls": 0.0394098243850749, "loss_rpn_loc": 0.08614954556105658, "loss_sem_seg": 0.3482934171333909, "lr": 0.02, "mask_rcnn/accuracy": 0.8895083587212625, "mask_rcnn/false_negative": 0.0876052450981367, "mask_rcnn/false_positive": 0.12087434122430776, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5626797805016395, "total_loss": 1.214774181804387} {"data_time": 0.012484381993999705, "eta_seconds": 94693.44550888846, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3625541125541126, "fast_rcnn/fg_cls_accuracy": 0.5661282506864804, "iteration": 102399, "loss_box_reg": 0.23214388079941273, "loss_cls": 0.2323518213815987, "loss_mask": 0.2537976857274771, "loss_rpn_cls": 0.04495314974337816, "loss_rpn_loc": 0.07619772097677924, "loss_sem_seg": 0.3731214990839362, "lr": 0.02, "mask_rcnn/accuracy": 0.8863491222091806, "mask_rcnn/false_negative": 0.08893364679773272, "mask_rcnn/false_positive": 0.12611560421237747, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5683582945021044, "total_loss": 1.186184663529275} {"data_time": 0.013096953498461517, "eta_seconds": 94663.17346267286, "fast_rcnn/cls_accuracy": 0.90087890625, "fast_rcnn/false_negative": 0.39603960396039606, "fast_rcnn/fg_cls_accuracy": 0.5542005420054201, "iteration": 102419, "loss_box_reg": 0.2552573864813894, "loss_cls": 0.23150852508842945, "loss_mask": 0.2613178361207247, "loss_rpn_cls": 0.045519945153500885, "loss_rpn_loc": 0.07646535793901421, "loss_sem_seg": 0.36088038608431816, "lr": 0.02, "mask_rcnn/accuracy": 0.87976326554804, "mask_rcnn/false_negative": 0.10434039838376008, "mask_rcnn/false_positive": 0.156527192267755, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.5453452074980305, "total_loss": 1.242556889046682} {"data_time": 0.011833242500870256, "eta_seconds": 94740.47130927272, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.3575091575091575, "fast_rcnn/fg_cls_accuracy": 0.589897199574619, "iteration": 102439, "loss_box_reg": 0.22041420685127378, "loss_cls": 0.20624054921790957, "loss_mask": 0.2614410393871367, "loss_rpn_cls": 0.040770464736851864, "loss_rpn_loc": 0.0787178638856858, "loss_sem_seg": 0.33836127119138837, "lr": 0.02, "mask_rcnn/accuracy": 0.8865193563283265, "mask_rcnn/false_negative": 0.08439270257707798, "mask_rcnn/false_positive": 0.11719913386179007, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.575559692500974, "total_loss": 1.1882657953829039} {"data_time": 0.012882034501672024, "eta_seconds": 94719.42715737247, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.3394015330188679, "fast_rcnn/fg_cls_accuracy": 0.6246314858490566, "iteration": 102459, "loss_box_reg": 0.24546775920316577, "loss_cls": 0.2324350532144308, "loss_mask": 0.26863342709839344, "loss_rpn_cls": 0.04721056600101292, "loss_rpn_loc": 0.07261395954992622, "loss_sem_seg": 0.33280960470438004, "lr": 0.02, "mask_rcnn/accuracy": 0.8792524049522894, "mask_rcnn/false_negative": 0.09904873550898946, "mask_rcnn/false_positive": 0.14052654422295513, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.563531656498526, "total_loss": 1.2557364374806639} {"data_time": 0.011918907999643125, "eta_seconds": 94713.33574167592, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.2753216088584921, "fast_rcnn/fg_cls_accuracy": 0.6480065241029358, "iteration": 102479, "loss_box_reg": 0.2284911349415779, "loss_cls": 0.20998001098632812, "loss_mask": 0.25544934067875147, "loss_rpn_cls": 0.0498974099609768, "loss_rpn_loc": 0.0675291660008952, "loss_sem_seg": 0.29598002741113305, "lr": 0.02, "mask_rcnn/accuracy": 0.9046456999221976, "mask_rcnn/false_negative": 0.08596520369291447, "mask_rcnn/false_positive": 0.11451623691414456, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5742056059971219, "total_loss": 1.1321861636824906} {"data_time": 0.013114660996507155, "eta_seconds": 94685.41141854212, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3118131868131868, "fast_rcnn/fg_cls_accuracy": 0.6244047619047619, "iteration": 102499, "loss_box_reg": 0.24353424878790975, "loss_cls": 0.2207750864326954, "loss_mask": 0.26723807444795966, "loss_rpn_cls": 0.04832071517012082, "loss_rpn_loc": 0.07140132375934627, "loss_sem_seg": 0.3465392426587641, "lr": 0.02, "mask_rcnn/accuracy": 0.9049143849438301, "mask_rcnn/false_negative": 0.09701311917909772, "mask_rcnn/false_positive": 0.10357280141924935, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5772062409996579, "total_loss": 1.2252564857990365} {"data_time": 0.012639173000934534, "eta_seconds": 94660.28506552428, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.27198900549725136, "fast_rcnn/fg_cls_accuracy": 0.6707204433497538, "iteration": 102519, "loss_box_reg": 0.22111307829618454, "loss_cls": 0.20399935729801655, "loss_mask": 0.2582841138355434, "loss_rpn_cls": 0.04682705964660272, "loss_rpn_loc": 0.07604222267400473, "loss_sem_seg": 0.36730248387902975, "lr": 0.02, "mask_rcnn/accuracy": 0.9011962467828201, "mask_rcnn/false_negative": 0.0865434537163279, "mask_rcnn/false_positive": 0.11296557374420921, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5643778795019898, "total_loss": 1.1946097950567491} {"data_time": 0.01179921949733398, "eta_seconds": 94685.28300745855, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.38628588427785215, "fast_rcnn/fg_cls_accuracy": 0.57715625, "iteration": 102539, "loss_box_reg": 0.2409393172711134, "loss_cls": 0.24512670282274485, "loss_mask": 0.2506976770237088, "loss_rpn_cls": 0.047682803065981716, "loss_rpn_loc": 0.08324355172226205, "loss_sem_seg": 0.37832536082714796, "lr": 0.02, "mask_rcnn/accuracy": 0.8853173003886774, "mask_rcnn/false_negative": 0.09562833539128468, "mask_rcnn/false_positive": 0.1285709661716381, "roi_head/num_bg_samples": 431.75, "roi_head/num_fg_samples": 80.25, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.5669030929966539, "total_loss": 1.1936521371389972} {"data_time": 0.012820507497963263, "eta_seconds": 94673.97466903857, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.38624708624708626, "fast_rcnn/fg_cls_accuracy": 0.5863436123348018, "iteration": 102559, "loss_box_reg": 0.21650988282635808, "loss_cls": 0.21335784532129765, "loss_mask": 0.2702498119324446, "loss_rpn_cls": 0.04233741684583947, "loss_rpn_loc": 0.08051924550090916, "loss_sem_seg": 0.328664836473763, "lr": 0.02, "mask_rcnn/accuracy": 0.8941148276080618, "mask_rcnn/false_negative": 0.08911217992081936, "mask_rcnn/false_positive": 0.14003327208489552, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.5563261669994972, "total_loss": 1.1539101692978875} {"data_time": 0.013531953500205418, "eta_seconds": 94662.66633061858, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.3031551781551781, "fast_rcnn/fg_cls_accuracy": 0.6968448218448218, "iteration": 102579, "loss_box_reg": 0.2408383027650416, "loss_cls": 0.22756269806995988, "loss_mask": 0.2724069757387042, "loss_rpn_cls": 0.04470251759630628, "loss_rpn_loc": 0.07251102736336179, "loss_sem_seg": 0.32318453723564744, "lr": 0.02, "mask_rcnn/accuracy": 0.8886654387029538, "mask_rcnn/false_negative": 0.09108071422375216, "mask_rcnn/false_positive": 0.12101615851236877, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5608351160008169, "total_loss": 1.1975145780015737} {"data_time": 0.012811349501134828, "eta_seconds": 94640.27805475262, "fast_rcnn/cls_accuracy": 0.9560546875, "fast_rcnn/false_negative": 0.2798342541436464, "fast_rcnn/fg_cls_accuracy": 0.7054216867469879, "iteration": 102599, "loss_box_reg": 0.22454117611050606, "loss_cls": 0.20494313607923687, "loss_mask": 0.24157390976324677, "loss_rpn_cls": 0.049963793164351955, "loss_rpn_loc": 0.07834888414072338, "loss_sem_seg": 0.34389065066352487, "lr": 0.02, "mask_rcnn/accuracy": 0.9142885114572145, "mask_rcnn/false_negative": 0.06990505678755754, "mask_rcnn/false_positive": 0.09939360417262247, "roi_head/num_bg_samples": 455.5, "roi_head/num_fg_samples": 56.5, "rpn/num_neg_anchors": 237.0, "rpn/num_pos_anchors": 19.0, "time": 0.5658536999981152, "total_loss": 1.167892436060356} {"data_time": 0.01339402550001978, "eta_seconds": 94610.50481474175, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.33951077171416155, "fast_rcnn/fg_cls_accuracy": 0.6366161012900143, "iteration": 102619, "loss_box_reg": 0.23364712213515304, "loss_cls": 0.23739172331988811, "loss_mask": 0.25880352687090635, "loss_rpn_cls": 0.050513192429207265, "loss_rpn_loc": 0.07430695174844004, "loss_sem_seg": 0.331644743680954, "lr": 0.02, "mask_rcnn/accuracy": 0.8964030770923339, "mask_rcnn/false_negative": 0.08907578003414443, "mask_rcnn/false_positive": 0.11399581193124529, "roi_head/num_bg_samples": 456.25, "roi_head/num_fg_samples": 55.75, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5536292734977906, "total_loss": 1.2021376398042776} {"data_time": 0.01202205599838635, "eta_seconds": 94595.37957360048, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.3879310344827586, "fast_rcnn/fg_cls_accuracy": 0.542952208106473, "iteration": 102639, "loss_box_reg": 0.2418167912401259, "loss_cls": 0.23485915851779282, "loss_mask": 0.2679719850420952, "loss_rpn_cls": 0.052846708334982395, "loss_rpn_loc": 0.07237161626107991, "loss_sem_seg": 0.3629199913702905, "lr": 0.02, "mask_rcnn/accuracy": 0.8782163438489523, "mask_rcnn/false_negative": 0.1109158213376557, "mask_rcnn/false_positive": 0.128241880183523, "roi_head/num_bg_samples": 428.0, "roi_head/num_fg_samples": 84.0, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5547076449984161, "total_loss": 1.23167677532183} {"data_time": 0.012810171501769219, "eta_seconds": 94579.84760262827, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.4346246973365617, "fast_rcnn/fg_cls_accuracy": 0.5070354972817397, "iteration": 102659, "loss_box_reg": 0.24061531201004982, "loss_cls": 0.22913183877244592, "loss_mask": 0.26804076693952084, "loss_rpn_cls": 0.05334824410965666, "loss_rpn_loc": 0.10056207998422906, "loss_sem_seg": 0.33216928504407406, "lr": 0.02, "mask_rcnn/accuracy": 0.8877086723288421, "mask_rcnn/false_negative": 0.10304326826890345, "mask_rcnn/false_positive": 0.1371937724405607, "roi_head/num_bg_samples": 462.75, "roi_head/num_fg_samples": 49.25, "rpn/num_neg_anchors": 235.0, "rpn/num_pos_anchors": 21.0, "time": 0.5593154870002763, "total_loss": 1.2017535367340315} {"data_time": 0.013031002999923658, "eta_seconds": 94568.54375627829, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.3393470790378007, "fast_rcnn/fg_cls_accuracy": 0.6112530413625304, "iteration": 102679, "loss_box_reg": 0.23529513087123632, "loss_cls": 0.22082793025765568, "loss_mask": 0.2521063908934593, "loss_rpn_cls": 0.0381183831486851, "loss_rpn_loc": 0.07358625251799822, "loss_sem_seg": 0.38053721585310996, "lr": 0.02, "mask_rcnn/accuracy": 0.8917878331806826, "mask_rcnn/false_negative": 0.11494213275228463, "mask_rcnn/false_positive": 0.13018925996291494, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5670460680012184, "total_loss": 1.1738993394537829} {"data_time": 0.012779761502315523, "eta_seconds": 94515.89489726872, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.3938422826757822, "fast_rcnn/fg_cls_accuracy": 0.5498741869629208, "iteration": 102699, "loss_box_reg": 0.2389710135757923, "loss_cls": 0.227169593796134, "loss_mask": 0.25580075895413756, "loss_rpn_cls": 0.04276259524340276, "loss_rpn_loc": 0.07270106067880988, "loss_sem_seg": 0.37415789859369397, "lr": 0.02, "mask_rcnn/accuracy": 0.8808986307591218, "mask_rcnn/false_negative": 0.10255293142017992, "mask_rcnn/false_positive": 0.13494172297837942, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.56184795149602, "total_loss": 1.1840696503495565} {"data_time": 0.012431876497430494, "eta_seconds": 94475.74035629618, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3801229508196721, "fast_rcnn/fg_cls_accuracy": 0.5805673758865249, "iteration": 102719, "loss_box_reg": 0.2198728029616177, "loss_cls": 0.20565747190266848, "loss_mask": 0.2613856294192374, "loss_rpn_cls": 0.04787153232609853, "loss_rpn_loc": 0.07892671931767836, "loss_sem_seg": 0.3095149917062372, "lr": 0.02, "mask_rcnn/accuracy": 0.8587162589394732, "mask_rcnn/false_negative": 0.1275381507448023, "mask_rcnn/false_positive": 0.1548125407020211, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5513848744994903, "total_loss": 1.1011659581854474} {"data_time": 0.012809148498490686, "eta_seconds": 94520.81938615233, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.34455032757593806, "fast_rcnn/fg_cls_accuracy": 0.6216378362163784, "iteration": 102739, "loss_box_reg": 0.21033454890130088, "loss_cls": 0.2165652527473867, "loss_mask": 0.2613773476332426, "loss_rpn_cls": 0.05338138563092798, "loss_rpn_loc": 0.07590437063481659, "loss_sem_seg": 0.3479276681318879, "lr": 0.02, "mask_rcnn/accuracy": 0.8929393688011773, "mask_rcnn/false_negative": 0.08253199544220972, "mask_rcnn/false_positive": 0.13338879125906244, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5721115600026678, "total_loss": 1.1601905210700352} {"data_time": 0.012692057502135867, "eta_seconds": 94509.5171914523, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.37232850241545895, "fast_rcnn/fg_cls_accuracy": 0.5564472146474484, "iteration": 102759, "loss_box_reg": 0.21510228794068098, "loss_cls": 0.20621585310436785, "loss_mask": 0.2512104972265661, "loss_rpn_cls": 0.04213588067796081, "loss_rpn_loc": 0.0734018583316356, "loss_sem_seg": 0.3284903448075056, "lr": 0.02, "mask_rcnn/accuracy": 0.8818384902427406, "mask_rcnn/false_negative": 0.10762160249912958, "mask_rcnn/false_positive": 0.13210130538456483, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.5557017639985133, "total_loss": 1.141670873563271} {"data_time": 0.011891000998730306, "eta_seconds": 94512.02452452837, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.3420058883768561, "fast_rcnn/fg_cls_accuracy": 0.6045636432926829, "iteration": 102779, "loss_box_reg": 0.2524769161827862, "loss_cls": 0.22955337073653936, "loss_mask": 0.26798208337277174, "loss_rpn_cls": 0.054454286306281574, "loss_rpn_loc": 0.06937639968236908, "loss_sem_seg": 0.3418728397227824, "lr": 0.02, "mask_rcnn/accuracy": 0.8759710947335508, "mask_rcnn/false_negative": 0.12473865420275308, "mask_rcnn/false_positive": 0.13374036525956834, "roi_head/num_bg_samples": 432.5, "roi_head/num_fg_samples": 79.5, "rpn/num_neg_anchors": 202.0, "rpn/num_pos_anchors": 54.0, "time": 0.5673069074982777, "total_loss": 1.2222973282332532} {"data_time": 0.012768373995641014, "eta_seconds": 94516.30983029089, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.32795894483805665, "fast_rcnn/fg_cls_accuracy": 0.6340379901960784, "iteration": 102799, "loss_box_reg": 0.22296125534921885, "loss_cls": 0.2133969988208264, "loss_mask": 0.2523003243841231, "loss_rpn_cls": 0.04721284449624363, "loss_rpn_loc": 0.08194065996212885, "loss_sem_seg": 0.3111517308279872, "lr": 0.02, "mask_rcnn/accuracy": 0.8900025376392595, "mask_rcnn/false_negative": 0.08966122484090348, "mask_rcnn/false_positive": 0.12776617469402288, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5712468934980279, "total_loss": 1.1737550853868015} {"data_time": 0.0125354999981937, "eta_seconds": 94512.06835240153, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.32059648295201404, "fast_rcnn/fg_cls_accuracy": 0.5603864734299517, "iteration": 102819, "loss_box_reg": 0.2547223209403455, "loss_cls": 0.22311717737466097, "loss_mask": 0.27185788936913013, "loss_rpn_cls": 0.04159198509296402, "loss_rpn_loc": 0.07215346262091771, "loss_sem_seg": 0.3101781690493226, "lr": 0.02, "mask_rcnn/accuracy": 0.8935484078773249, "mask_rcnn/false_negative": 0.09826317356558112, "mask_rcnn/false_positive": 0.12995597465221048, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5764782855003432, "total_loss": 1.1829136329179164} {"data_time": 0.012365407503239112, "eta_seconds": 94478.11298547842, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.4272247360482655, "fast_rcnn/fg_cls_accuracy": 0.5115122972265829, "iteration": 102839, "loss_box_reg": 0.22953975480049849, "loss_cls": 0.21372832171618938, "loss_mask": 0.2674961658194661, "loss_rpn_cls": 0.04421407400513999, "loss_rpn_loc": 0.07035805901978165, "loss_sem_seg": 0.3198557640425861, "lr": 0.02, "mask_rcnn/accuracy": 0.8874768633653004, "mask_rcnn/false_negative": 0.08803070282375913, "mask_rcnn/false_positive": 0.14716748004148922, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 200.0, "rpn/num_pos_anchors": 56.0, "time": 0.5525122474973614, "total_loss": 1.1679371585487388} {"data_time": 0.013465916501445463, "eta_seconds": 94459.11062429985, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.34967320261437906, "fast_rcnn/fg_cls_accuracy": 0.6244917109790429, "iteration": 102859, "loss_box_reg": 0.22346237255260348, "loss_cls": 0.20759335393086076, "loss_mask": 0.2579026026651263, "loss_rpn_cls": 0.04933792696101591, "loss_rpn_loc": 0.07658609800273553, "loss_sem_seg": 0.32653386052697897, "lr": 0.02, "mask_rcnn/accuracy": 0.8926347387217544, "mask_rcnn/false_negative": 0.09892535927473767, "mask_rcnn/false_positive": 0.12330858098064851, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.5630213194999669, "total_loss": 1.1449170024716295} {"data_time": 0.012229512503836304, "eta_seconds": 94385.3767258958, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.35973011363636365, "fast_rcnn/fg_cls_accuracy": 0.6306818181818181, "iteration": 102879, "loss_box_reg": 0.2172130448743701, "loss_cls": 0.21268423413857818, "loss_mask": 0.2519003292545676, "loss_rpn_cls": 0.043047640239819884, "loss_rpn_loc": 0.0648637420963496, "loss_sem_seg": 0.32044886564835906, "lr": 0.02, "mask_rcnn/accuracy": 0.8861975912814105, "mask_rcnn/false_negative": 0.094377087579151, "mask_rcnn/false_positive": 0.13752246699376078, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5666224449960282, "total_loss": 1.1280614231072832} {"data_time": 0.01226467300512013, "eta_seconds": 94430.40182855203, "fast_rcnn/cls_accuracy": 0.9130859375, "fast_rcnn/false_negative": 0.3161993769470405, "fast_rcnn/fg_cls_accuracy": 0.6602868112014454, "iteration": 102899, "loss_box_reg": 0.24266497930511832, "loss_cls": 0.2219743407331407, "loss_mask": 0.2601109715178609, "loss_rpn_cls": 0.048907463264185935, "loss_rpn_loc": 0.07550494733732194, "loss_sem_seg": 0.297676520422101, "lr": 0.02, "mask_rcnn/accuracy": 0.8882764925526663, "mask_rcnn/false_negative": 0.09595463526428546, "mask_rcnn/false_positive": 0.140182231997672, "roi_head/num_bg_samples": 431.0, "roi_head/num_fg_samples": 81.0, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5751575064969074, "total_loss": 1.162372255086666} {"data_time": 0.012311541999224573, "eta_seconds": 94419.09963385199, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.32197982641332396, "fast_rcnn/fg_cls_accuracy": 0.6346317373103088, "iteration": 102919, "loss_box_reg": 0.22234281664714217, "loss_cls": 0.195031791459769, "loss_mask": 0.26475464180111885, "loss_rpn_cls": 0.04485240805661306, "loss_rpn_loc": 0.0710594926495105, "loss_sem_seg": 0.3419491723179817, "lr": 0.02, "mask_rcnn/accuracy": 0.8723673629757247, "mask_rcnn/false_negative": 0.10998927891030752, "mask_rcnn/false_positive": 0.15236699962675349, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.571662127997115, "total_loss": 1.1582488749409094} {"data_time": 0.011926484996365616, "eta_seconds": 94383.93611679472, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.3864814814814815, "fast_rcnn/fg_cls_accuracy": 0.550375939849624, "iteration": 102939, "loss_box_reg": 0.22127023176290095, "loss_cls": 0.21003065700642765, "loss_mask": 0.2521101050078869, "loss_rpn_cls": 0.042732818226795644, "loss_rpn_loc": 0.06075779639650136, "loss_sem_seg": 0.34777742298319936, "lr": 0.02, "mask_rcnn/accuracy": 0.8907106261128612, "mask_rcnn/false_negative": 0.0961564387169837, "mask_rcnn/false_positive": 0.13128351260720206, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5635219005016552, "total_loss": 1.1413432935951278} {"data_time": 0.012456223001208855, "eta_seconds": 94340.1949106956, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.3696572372496386, "fast_rcnn/fg_cls_accuracy": 0.5818449308279992, "iteration": 102959, "loss_box_reg": 0.23006985057145357, "loss_cls": 0.20436369627714157, "loss_mask": 0.2610080703161657, "loss_rpn_cls": 0.03915326058631763, "loss_rpn_loc": 0.06514895858708769, "loss_sem_seg": 0.34685015492141247, "lr": 0.02, "mask_rcnn/accuracy": 0.8846754195690252, "mask_rcnn/false_negative": 0.09427399988678646, "mask_rcnn/false_positive": 0.13796430645281094, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5652581440008362, "total_loss": 1.1599356808001176} {"data_time": 0.013102393502776977, "eta_seconds": 94391.29307340021, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.30927957757146873, "fast_rcnn/fg_cls_accuracy": 0.638867055917359, "iteration": 102979, "loss_box_reg": 0.2441775903571397, "loss_cls": 0.21404179418459535, "loss_mask": 0.2527277860790491, "loss_rpn_cls": 0.04072427257779054, "loss_rpn_loc": 0.07031951483804733, "loss_sem_seg": 0.3300226549617946, "lr": 0.02, "mask_rcnn/accuracy": 0.8765055679806169, "mask_rcnn/false_negative": 0.09986438839663273, "mask_rcnn/false_positive": 0.13975975866989265, "roi_head/num_bg_samples": 432.5, "roi_head/num_fg_samples": 79.5, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.5789417685009539, "total_loss": 1.18971839803271} {"data_time": 0.011861556002259022, "eta_seconds": 94350.03810249451, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.3131418485237484, "fast_rcnn/fg_cls_accuracy": 0.6054506408508318, "iteration": 102999, "loss_box_reg": 0.22182637685909867, "loss_cls": 0.22446713864337653, "loss_mask": 0.25518848840147257, "loss_rpn_cls": 0.04707573156338185, "loss_rpn_loc": 0.07237797701964155, "loss_sem_seg": 0.29915731167420745, "lr": 0.02, "mask_rcnn/accuracy": 0.9007254158847446, "mask_rcnn/false_negative": 0.07837447755604163, "mask_rcnn/false_positive": 0.12822271703347798, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5586992050011759, "total_loss": 1.1808851842506556} {"data_time": 0.013629793498694198, "eta_seconds": 94380.5968928208, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.3452092701487375, "fast_rcnn/fg_cls_accuracy": 0.6280754510661564, "iteration": 103019, "loss_box_reg": 0.2501405405346304, "loss_cls": 0.2167924561072141, "loss_mask": 0.26319575402885675, "loss_rpn_cls": 0.04810049297520891, "loss_rpn_loc": 0.08036387682659552, "loss_sem_seg": 0.3321354549843818, "lr": 0.02, "mask_rcnn/accuracy": 0.9003617302184032, "mask_rcnn/false_negative": 0.09335281537643418, "mask_rcnn/false_positive": 0.13386653326135378, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5718735315022059, "total_loss": 1.1788129514170578} {"data_time": 0.012985672998183873, "eta_seconds": 94380.64129745156, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.368572695035461, "fast_rcnn/fg_cls_accuracy": 0.5998931623931624, "iteration": 103039, "loss_box_reg": 0.2219691933132708, "loss_cls": 0.21602617064490914, "loss_mask": 0.2644764739088714, "loss_rpn_cls": 0.043629845924442634, "loss_rpn_loc": 0.06817646900890395, "loss_sem_seg": 0.33806172013282776, "lr": 0.02, "mask_rcnn/accuracy": 0.8921204362167241, "mask_rcnn/false_negative": 0.08250203249283444, "mask_rcnn/false_positive": 0.1265835107661434, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5708399139984977, "total_loss": 1.140129742823774} {"data_time": 0.012624064500414534, "eta_seconds": 94369.33558638161, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.342687074829932, "fast_rcnn/fg_cls_accuracy": 0.6198616198616198, "iteration": 103059, "loss_box_reg": 0.2576242983341217, "loss_cls": 0.24146640277467668, "loss_mask": 0.2772439830005169, "loss_rpn_cls": 0.04745164202176966, "loss_rpn_loc": 0.08766165774432011, "loss_sem_seg": 0.3123222952708602, "lr": 0.02, "mask_rcnn/accuracy": 0.8854872647223573, "mask_rcnn/false_negative": 0.09720699710813732, "mask_rcnn/false_positive": 0.13030477214700845, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5756032454992237, "total_loss": 1.2327502128027845} {"data_time": 0.012499025004217401, "eta_seconds": 94455.46124686996, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.410039009632991, "fast_rcnn/fg_cls_accuracy": 0.5646445346708064, "iteration": 103079, "loss_box_reg": 0.23403034452348948, "loss_cls": 0.23039226792752743, "loss_mask": 0.2457583132199943, "loss_rpn_cls": 0.04999847350700293, "loss_rpn_loc": 0.07797657663468271, "loss_sem_seg": 0.3210494080558419, "lr": 0.02, "mask_rcnn/accuracy": 0.8815378867791842, "mask_rcnn/false_negative": 0.10108528060915592, "mask_rcnn/false_positive": 0.13685676558736265, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5742026204970898, "total_loss": 1.1703667723049875} {"data_time": 0.01320135549758561, "eta_seconds": 94475.87407771336, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.3616959064327485, "fast_rcnn/fg_cls_accuracy": 0.631132075471698, "iteration": 103099, "loss_box_reg": 0.22886217758059502, "loss_cls": 0.21134281251579523, "loss_mask": 0.25129475304856896, "loss_rpn_cls": 0.03588485828367993, "loss_rpn_loc": 0.08316889108391479, "loss_sem_seg": 0.3583841237705201, "lr": 0.02, "mask_rcnn/accuracy": 0.8834281730246578, "mask_rcnn/false_negative": 0.09658513408427531, "mask_rcnn/false_positive": 0.12917785720490726, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5830626575007045, "total_loss": 1.1650189145075274} {"data_time": 0.013554718003433663, "eta_seconds": 94580.08435659802, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.30092165898617507, "fast_rcnn/fg_cls_accuracy": 0.6658001808318263, "iteration": 103119, "loss_box_reg": 0.24462516698986292, "loss_cls": 0.23957233666442335, "loss_mask": 0.26827321015298367, "loss_rpn_cls": 0.044406433502445, "loss_rpn_loc": 0.08546864771051332, "loss_sem_seg": 0.3367296205833554, "lr": 0.02, "mask_rcnn/accuracy": 0.8765138611922723, "mask_rcnn/false_negative": 0.11007346583321187, "mask_rcnn/false_positive": 0.13083564416613605, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5709279114998935, "total_loss": 1.2181251146830618} {"data_time": 0.012474841500079492, "eta_seconds": 94543.85908522224, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3749393133741764, "fast_rcnn/fg_cls_accuracy": 0.5676884541984732, "iteration": 103139, "loss_box_reg": 0.27226556465029716, "loss_cls": 0.23265937459655106, "loss_mask": 0.26342421770095825, "loss_rpn_cls": 0.05202340055257082, "loss_rpn_loc": 0.08218257199041545, "loss_sem_seg": 0.33703057561069727, "lr": 0.02, "mask_rcnn/accuracy": 0.8855429042326313, "mask_rcnn/false_negative": 0.10212139268578495, "mask_rcnn/false_positive": 0.14230277160127397, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5627934745025414, "total_loss": 1.216871971002547} {"data_time": 0.01347673549753381, "eta_seconds": 94532.52703530222, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.23802612481857766, "fast_rcnn/fg_cls_accuracy": 0.6936989726161178, "iteration": 103159, "loss_box_reg": 0.2423389246687293, "loss_cls": 0.21788161527365446, "loss_mask": 0.2677163379266858, "loss_rpn_cls": 0.04593292053323239, "loss_rpn_loc": 0.08058770466595888, "loss_sem_seg": 0.3839001366868615, "lr": 0.02, "mask_rcnn/accuracy": 0.8935098162071846, "mask_rcnn/false_negative": 0.07786721420857343, "mask_rcnn/false_positive": 0.10377745323122614, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5668651469968609, "total_loss": 1.2538851190183777} {"data_time": 0.01282853649900062, "eta_seconds": 94575.21487795644, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.3480825958702065, "fast_rcnn/fg_cls_accuracy": 0.5768036101506183, "iteration": 103179, "loss_box_reg": 0.22246578708291054, "loss_cls": 0.2138397041708231, "loss_mask": 0.25171095691621304, "loss_rpn_cls": 0.04539151747303549, "loss_rpn_loc": 0.08611694735009223, "loss_sem_seg": 0.3302812547190115, "lr": 0.02, "mask_rcnn/accuracy": 0.8917745788791707, "mask_rcnn/false_negative": 0.08217356955045965, "mask_rcnn/false_positive": 0.13885578706663307, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 238.5, "rpn/num_pos_anchors": 17.5, "time": 0.5743656665035815, "total_loss": 1.112170045496896} {"data_time": 0.01275907150193234, "eta_seconds": 94615.20385502954, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.4298245614035088, "fast_rcnn/fg_cls_accuracy": 0.5248894783377542, "iteration": 103199, "loss_box_reg": 0.2355676256120205, "loss_cls": 0.21606575860641897, "loss_mask": 0.2616176912561059, "loss_rpn_cls": 0.04796166584128514, "loss_rpn_loc": 0.07347355186357163, "loss_sem_seg": 0.3441599439829588, "lr": 0.02, "mask_rcnn/accuracy": 0.8823657935684648, "mask_rcnn/false_negative": 0.11478858718722768, "mask_rcnn/false_positive": 0.13245074747454844, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5685582690020965, "total_loss": 1.1992839963932056} {"data_time": 0.01303218050088617, "eta_seconds": 94523.40919024798, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.2791251778093883, "fast_rcnn/fg_cls_accuracy": 0.6186699857752489, "iteration": 103219, "loss_box_reg": 0.23931759130209684, "loss_cls": 0.22940732445567846, "loss_mask": 0.26417544577270746, "loss_rpn_cls": 0.04502479179063812, "loss_rpn_loc": 0.07440879644127563, "loss_sem_seg": 0.3191547265741974, "lr": 0.02, "mask_rcnn/accuracy": 0.8944327256218942, "mask_rcnn/false_negative": 0.08469644744705088, "mask_rcnn/false_positive": 0.13614005282529487, "roi_head/num_bg_samples": 465.25, "roi_head/num_fg_samples": 46.75, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5675929629978782, "total_loss": 1.1706085378536955} {"data_time": 0.013116469501255779, "eta_seconds": 94575.17726983997, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.29197551662174304, "fast_rcnn/fg_cls_accuracy": 0.6453373015873016, "iteration": 103239, "loss_box_reg": 0.24217293341644108, "loss_cls": 0.22124912776052952, "loss_mask": 0.25621773255988955, "loss_rpn_cls": 0.05545706604607403, "loss_rpn_loc": 0.07805824870592915, "loss_sem_seg": 0.34560815105214715, "lr": 0.02, "mask_rcnn/accuracy": 0.8766014281066014, "mask_rcnn/false_negative": 0.09893627272949818, "mask_rcnn/false_positive": 0.15175610642165932, "roi_head/num_bg_samples": 431.5, "roi_head/num_fg_samples": 80.5, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5684073355005239, "total_loss": 1.2064313661758206} {"data_time": 0.012816317001124844, "eta_seconds": 94595.17030457844, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.34033221351250464, "fast_rcnn/fg_cls_accuracy": 0.6105601469237834, "iteration": 103259, "loss_box_reg": 0.25730583700351417, "loss_cls": 0.2408964424394071, "loss_mask": 0.2630555462092161, "loss_rpn_cls": 0.05019726642058231, "loss_rpn_loc": 0.08194498671218753, "loss_sem_seg": 0.335204572416842, "lr": 0.02, "mask_rcnn/accuracy": 0.8817935092285742, "mask_rcnn/false_negative": 0.09776032371441135, "mask_rcnn/false_positive": 0.1215796259069091, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5711427509995701, "total_loss": 1.2584328975062817} {"data_time": 0.013687225997273345, "eta_seconds": 94600.41501819325, "fast_rcnn/cls_accuracy": 0.95556640625, "fast_rcnn/false_negative": 0.2772657450076805, "fast_rcnn/fg_cls_accuracy": 0.6434659090909091, "iteration": 103279, "loss_box_reg": 0.23163731885142624, "loss_cls": 0.22290977102238685, "loss_mask": 0.2482046652585268, "loss_rpn_cls": 0.04666333188652061, "loss_rpn_loc": 0.06796123291132972, "loss_sem_seg": 0.3339917012490332, "lr": 0.02, "mask_rcnn/accuracy": 0.8993845758104202, "mask_rcnn/false_negative": 0.08866792090767354, "mask_rcnn/false_positive": 0.10740109822946986, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.5660505684973032, "total_loss": 1.1763615421659779} {"data_time": 0.01380691700251191, "eta_seconds": 94616.190170884, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3366427741185587, "fast_rcnn/fg_cls_accuracy": 0.6549447174447174, "iteration": 103299, "loss_box_reg": 0.25210122065618634, "loss_cls": 0.23293795622885227, "loss_mask": 0.2534113531000912, "loss_rpn_cls": 0.04601702082436532, "loss_rpn_loc": 0.08485431235749274, "loss_sem_seg": 0.35087048588320613, "lr": 0.02, "mask_rcnn/accuracy": 0.8866613971843563, "mask_rcnn/false_negative": 0.09701118557963032, "mask_rcnn/false_positive": 0.14028938591022, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.5781157119999989, "total_loss": 1.2141260597854853} {"data_time": 0.012323228500463301, "eta_seconds": 94624.86270453563, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.37256493506493504, "fast_rcnn/fg_cls_accuracy": 0.5756345926800472, "iteration": 103319, "loss_box_reg": 0.21308688400313258, "loss_cls": 0.2203742249403149, "loss_mask": 0.265622166916728, "loss_rpn_cls": 0.042893695819657296, "loss_rpn_loc": 0.06489863074966706, "loss_sem_seg": 0.332384595181793, "lr": 0.02, "mask_rcnn/accuracy": 0.8912140229846091, "mask_rcnn/false_negative": 0.07849212579056106, "mask_rcnn/false_positive": 0.11052318918844767, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5772341065021465, "total_loss": 1.1936879110580776} {"data_time": 0.012221377499372466, "eta_seconds": 94613.50869745569, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.36661506707946334, "fast_rcnn/fg_cls_accuracy": 0.6072106261859582, "iteration": 103339, "loss_box_reg": 0.23492913786321878, "loss_cls": 0.19863822241313756, "loss_mask": 0.2537634549662471, "loss_rpn_cls": 0.04212601375184022, "loss_rpn_loc": 0.07692152785602957, "loss_sem_seg": 0.3326213750988245, "lr": 0.02, "mask_rcnn/accuracy": 0.8935852877131001, "mask_rcnn/false_negative": 0.10431003017550641, "mask_rcnn/false_positive": 0.11061835406251216, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 208.25, "rpn/num_pos_anchors": 47.75, "time": 0.5660677425003087, "total_loss": 1.1488798832870089} {"data_time": 0.012514674999692943, "eta_seconds": 94620.48061797777, "fast_rcnn/cls_accuracy": 0.9130859375, "fast_rcnn/false_negative": 0.4204953677443751, "fast_rcnn/fg_cls_accuracy": 0.5366869918699186, "iteration": 103359, "loss_box_reg": 0.23215094907209277, "loss_cls": 0.2280672905035317, "loss_mask": 0.2604400059208274, "loss_rpn_cls": 0.04209323402028531, "loss_rpn_loc": 0.0761941610253416, "loss_sem_seg": 0.3127665016800165, "lr": 0.02, "mask_rcnn/accuracy": 0.8822393810849636, "mask_rcnn/false_negative": 0.10385647462241646, "mask_rcnn/false_positive": 0.13529642788016527, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.567281241499586, "total_loss": 1.1602456248074304} {"data_time": 0.012548472001071787, "eta_seconds": 94641.57626713745, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.37948941302599837, "fast_rcnn/fg_cls_accuracy": 0.5153948241539482, "iteration": 103379, "loss_box_reg": 0.24521048017777503, "loss_cls": 0.22784131579101086, "loss_mask": 0.26348601654171944, "loss_rpn_cls": 0.04769517639942933, "loss_rpn_loc": 0.07550317648565397, "loss_sem_seg": 0.32691909722052515, "lr": 0.02, "mask_rcnn/accuracy": 0.8677834707809198, "mask_rcnn/false_negative": 0.11414409236891937, "mask_rcnn/false_positive": 0.13277244491899004, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5768124655005522, "total_loss": 1.1876914185122587} {"data_time": 0.012617203003173927, "eta_seconds": 94627.01317791318, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.35401566518587796, "fast_rcnn/fg_cls_accuracy": 0.6288018433179723, "iteration": 103399, "loss_box_reg": 0.2365694826003164, "loss_cls": 0.2155968938022852, "loss_mask": 0.2585178008303046, "loss_rpn_cls": 0.040050135779893026, "loss_rpn_loc": 0.06916332081891596, "loss_sem_seg": 0.377729875035584, "lr": 0.02, "mask_rcnn/accuracy": 0.8775873252526818, "mask_rcnn/false_negative": 0.10503567277412067, "mask_rcnn/false_positive": 0.1257013636183077, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5611351109982934, "total_loss": 1.195106523024151} {"data_time": 0.01244540650077397, "eta_seconds": 94652.97668326687, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.43354061406917993, "fast_rcnn/fg_cls_accuracy": 0.5152861445783132, "iteration": 103419, "loss_box_reg": 0.24833885859698057, "loss_cls": 0.23951859725639224, "loss_mask": 0.2555168801918626, "loss_rpn_cls": 0.04493415319302585, "loss_rpn_loc": 0.07453965116292238, "loss_sem_seg": 0.34139664052054286, "lr": 0.02, "mask_rcnn/accuracy": 0.89000410337665, "mask_rcnn/false_negative": 0.10056707021601974, "mask_rcnn/false_positive": 0.11567574390747629, "roi_head/num_bg_samples": 465.25, "roi_head/num_fg_samples": 46.75, "rpn/num_neg_anchors": 234.75, "rpn/num_pos_anchors": 21.25, "time": 0.5751326639983745, "total_loss": 1.2218230199214304} {"data_time": 0.013526665501558455, "eta_seconds": 94604.29374329324, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.347723704866562, "fast_rcnn/fg_cls_accuracy": 0.5564625850340136, "iteration": 103439, "loss_box_reg": 0.23210527235642076, "loss_cls": 0.223415243672207, "loss_mask": 0.26410935865715146, "loss_rpn_cls": 0.055174225475639105, "loss_rpn_loc": 0.08701222909439821, "loss_sem_seg": 0.300683390814811, "lr": 0.02, "mask_rcnn/accuracy": 0.8839744395295064, "mask_rcnn/false_negative": 0.09750864494061803, "mask_rcnn/false_positive": 0.12883904866265888, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 206.25, "rpn/num_pos_anchors": 49.75, "time": 0.5661269529991841, "total_loss": 1.2222676585661247} {"data_time": 0.012900699497549795, "eta_seconds": 94644.96001898647, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.3242737479950098, "fast_rcnn/fg_cls_accuracy": 0.6508699633699634, "iteration": 103459, "loss_box_reg": 0.22513609193265438, "loss_cls": 0.21310445107519627, "loss_mask": 0.2581688975915313, "loss_rpn_cls": 0.051519458182156086, "loss_rpn_loc": 0.063014944025781, "loss_sem_seg": 0.3263639318756759, "lr": 0.02, "mask_rcnn/accuracy": 0.8832309315491089, "mask_rcnn/false_negative": 0.09002859576980411, "mask_rcnn/false_positive": 0.1180465798762926, "roi_head/num_bg_samples": 468.25, "roi_head/num_fg_samples": 43.75, "rpn/num_neg_anchors": 236.75, "rpn/num_pos_anchors": 19.25, "time": 0.577423753500625, "total_loss": 1.1458589542016853} {"data_time": 0.01300574749984662, "eta_seconds": 94577.99460695777, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.38035714285714284, "fast_rcnn/fg_cls_accuracy": 0.6052052785923754, "iteration": 103479, "loss_box_reg": 0.21904654637910426, "loss_cls": 0.20207989332266152, "loss_mask": 0.2515359870158136, "loss_rpn_cls": 0.04200108892109711, "loss_rpn_loc": 0.06809744957718067, "loss_sem_seg": 0.37812420539557934, "lr": 0.02, "mask_rcnn/accuracy": 0.878143221574344, "mask_rcnn/false_negative": 0.10653645795115116, "mask_rcnn/false_positive": 0.13466183061480136, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5585988179991546, "total_loss": 1.17584441031795} {"data_time": 0.013812948502163636, "eta_seconds": 94546.46696978755, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.3553378988161597, "fast_rcnn/fg_cls_accuracy": 0.5904589371980676, "iteration": 103499, "loss_box_reg": 0.22608130425214767, "loss_cls": 0.2096007182262838, "loss_mask": 0.25263767689466476, "loss_rpn_cls": 0.04753654813976027, "loss_rpn_loc": 0.06563044554786757, "loss_sem_seg": 0.3187618562951684, "lr": 0.02, "mask_rcnn/accuracy": 0.8892197263520794, "mask_rcnn/false_negative": 0.09684853265135773, "mask_rcnn/false_positive": 0.14487198480012406, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5676171804989281, "total_loss": 1.2377013163641095} {"data_time": 0.0115182650006318, "eta_seconds": 94543.99028481092, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.32340315934065933, "fast_rcnn/fg_cls_accuracy": 0.6450822962665597, "iteration": 103519, "loss_box_reg": 0.23787769954651594, "loss_cls": 0.21831586840562522, "loss_mask": 0.26232809759676456, "loss_rpn_cls": 0.04545755428262055, "loss_rpn_loc": 0.07681325887097046, "loss_sem_seg": 0.2977611795067787, "lr": 0.02, "mask_rcnn/accuracy": 0.8945825929603596, "mask_rcnn/false_negative": 0.09796131564924124, "mask_rcnn/false_positive": 0.10391872496915647, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5662819995013706, "total_loss": 1.1722382531734183} {"data_time": 0.012998373997106683, "eta_seconds": 94523.75324026766, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.3686023622047244, "fast_rcnn/fg_cls_accuracy": 0.5814359124331551, "iteration": 103539, "loss_box_reg": 0.2437433865852654, "loss_cls": 0.2223843247629702, "loss_mask": 0.25700201839208603, "loss_rpn_cls": 0.04631002922542393, "loss_rpn_loc": 0.07277974591124803, "loss_sem_seg": 0.3257496850565076, "lr": 0.02, "mask_rcnn/accuracy": 0.8821158289470432, "mask_rcnn/false_negative": 0.09409489964900275, "mask_rcnn/false_positive": 0.1405529966741605, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.564160712503508, "total_loss": 1.167225481942296} {"data_time": 0.012456039497919846, "eta_seconds": 94532.55745747779, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.34866785769768527, "fast_rcnn/fg_cls_accuracy": 0.5839181286549708, "iteration": 103559, "loss_box_reg": 0.2401380732189864, "loss_cls": 0.22277785371989012, "loss_mask": 0.2671624720096588, "loss_rpn_cls": 0.04513504635542631, "loss_rpn_loc": 0.08554747130256146, "loss_sem_seg": 0.3084749602712691, "lr": 0.02, "mask_rcnn/accuracy": 0.8939456705151552, "mask_rcnn/false_negative": 0.09634130008344031, "mask_rcnn/false_positive": 0.12195179901175279, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5606653505019494, "total_loss": 1.1884968804661185} {"data_time": 0.011968643502768828, "eta_seconds": 94576.76422814651, "fast_rcnn/cls_accuracy": 0.95703125, "fast_rcnn/false_negative": 0.31400110244901175, "fast_rcnn/fg_cls_accuracy": 0.6087996174079388, "iteration": 103579, "loss_box_reg": 0.23337601614184678, "loss_cls": 0.2112135416828096, "loss_mask": 0.2482899483293295, "loss_rpn_cls": 0.04560596763622016, "loss_rpn_loc": 0.07480975188082084, "loss_sem_seg": 0.3297072108834982, "lr": 0.02, "mask_rcnn/accuracy": 0.8969158488124211, "mask_rcnn/false_negative": 0.09312695125958086, "mask_rcnn/false_positive": 0.09849296674267724, "roi_head/num_bg_samples": 464.75, "roi_head/num_fg_samples": 47.25, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5837446865007223, "total_loss": 1.1791960330447182} {"data_time": 0.012696523997874465, "eta_seconds": 94565.39826300651, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.41338229294165646, "fast_rcnn/fg_cls_accuracy": 0.49445124439004484, "iteration": 103599, "loss_box_reg": 0.24872247595340014, "loss_cls": 0.2237274358049035, "loss_mask": 0.2614444731734693, "loss_rpn_cls": 0.03678467833378818, "loss_rpn_loc": 0.0720157222240232, "loss_sem_seg": 0.2985456893220544, "lr": 0.02, "mask_rcnn/accuracy": 0.8953593966521793, "mask_rcnn/false_negative": 0.09351780300422391, "mask_rcnn/false_positive": 0.11221288507611793, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5644896320009138, "total_loss": 1.1749691316508688} {"data_time": 0.012365055499685695, "eta_seconds": 94601.22385624926, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3752525252525253, "fast_rcnn/fg_cls_accuracy": 0.6089887640449438, "iteration": 103619, "loss_box_reg": 0.2361676525324583, "loss_cls": 0.2086407202295959, "loss_mask": 0.2500073220580816, "loss_rpn_cls": 0.04069594765314832, "loss_rpn_loc": 0.06819910474587232, "loss_sem_seg": 0.31678629317320883, "lr": 0.02, "mask_rcnn/accuracy": 0.8904474776923756, "mask_rcnn/false_negative": 0.0952348784317526, "mask_rcnn/false_positive": 0.12608739584526077, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.5720839040041028, "total_loss": 1.158946311334148} {"data_time": 0.013525363498047227, "eta_seconds": 94605.08614455597, "fast_rcnn/cls_accuracy": 0.904296875, "fast_rcnn/false_negative": 0.3910303928836175, "fast_rcnn/fg_cls_accuracy": 0.5652029826014913, "iteration": 103639, "loss_box_reg": 0.24132182728499174, "loss_cls": 0.2325688956771046, "loss_mask": 0.25089343544095755, "loss_rpn_cls": 0.043130334495799616, "loss_rpn_loc": 0.07740433420985937, "loss_sem_seg": 0.28569854400120676, "lr": 0.02, "mask_rcnn/accuracy": 0.8742977116673033, "mask_rcnn/false_negative": 0.10173373732382547, "mask_rcnn/false_positive": 0.16301370462068734, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5598627435028902, "total_loss": 1.141175175580429} {"data_time": 0.012325253501330735, "eta_seconds": 94598.7392507657, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.38440382602769735, "fast_rcnn/fg_cls_accuracy": 0.583497743304235, "iteration": 103659, "loss_box_reg": 0.23533613607287407, "loss_cls": 0.1981166151817888, "loss_mask": 0.25297890370711684, "loss_rpn_cls": 0.04093552511767484, "loss_rpn_loc": 0.05793083237949759, "loss_sem_seg": 0.33838421874679625, "lr": 0.02, "mask_rcnn/accuracy": 0.8955065304511948, "mask_rcnn/false_negative": 0.08835062745199984, "mask_rcnn/false_positive": 0.12368037210540528, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5632155655002862, "total_loss": 1.136616455798503} {"data_time": 0.012574847001815215, "eta_seconds": 94582.33920599596, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.35380909364649205, "fast_rcnn/fg_cls_accuracy": 0.6373939043209876, "iteration": 103679, "loss_box_reg": 0.23868681490421295, "loss_cls": 0.2030013387557119, "loss_mask": 0.2577264397405088, "loss_rpn_cls": 0.04454301987425424, "loss_rpn_loc": 0.09066046494990587, "loss_sem_seg": 0.3215206675231457, "lr": 0.02, "mask_rcnn/accuracy": 0.8849731986605087, "mask_rcnn/false_negative": 0.11255664738105883, "mask_rcnn/false_positive": 0.11635637729086352, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 0.5631526635006594, "total_loss": 1.1946500168705825} {"data_time": 0.012590709997311933, "eta_seconds": 94641.02784877307, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.31097976812912026, "fast_rcnn/fg_cls_accuracy": 0.6351679929266136, "iteration": 103699, "loss_box_reg": 0.23530724504962564, "loss_cls": 0.22701862500980496, "loss_mask": 0.26155702769756317, "loss_rpn_cls": 0.04194073764665518, "loss_rpn_loc": 0.0965496611315757, "loss_sem_seg": 0.344040360301733, "lr": 0.02, "mask_rcnn/accuracy": 0.8805061350056624, "mask_rcnn/false_negative": 0.09550801749273918, "mask_rcnn/false_positive": 0.15619321738719727, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5677221549995011, "total_loss": 1.1895935692591593} {"data_time": 0.011869087000377476, "eta_seconds": 94629.6459535531, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.4121989121989122, "fast_rcnn/fg_cls_accuracy": 0.5492105263157895, "iteration": 103719, "loss_box_reg": 0.23100256943143904, "loss_cls": 0.21429011737927794, "loss_mask": 0.2598297637887299, "loss_rpn_cls": 0.04278405528748408, "loss_rpn_loc": 0.0807823617287795, "loss_sem_seg": 0.31732360320165753, "lr": 0.02, "mask_rcnn/accuracy": 0.8979421274711801, "mask_rcnn/false_negative": 0.08425802575033764, "mask_rcnn/false_positive": 0.09862747656396736, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5545115400018403, "total_loss": 1.1429007197730243} {"data_time": 0.0132073485001456, "eta_seconds": 94548.21879815594, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.31987981159655676, "fast_rcnn/fg_cls_accuracy": 0.6168248571563488, "iteration": 103739, "loss_box_reg": 0.2193742566742003, "loss_cls": 0.20091519667766988, "loss_mask": 0.24839822063222528, "loss_rpn_cls": 0.038703843085386325, "loss_rpn_loc": 0.07166460913140327, "loss_sem_seg": 0.3216375894844532, "lr": 0.02, "mask_rcnn/accuracy": 0.8787393628820631, "mask_rcnn/false_negative": 0.0993126492716456, "mask_rcnn/false_positive": 0.14025451218039103, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5627121645011357, "total_loss": 1.0650442339101573} {"data_time": 0.012373593999654986, "eta_seconds": 94557.46777388026, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.3153679653679654, "fast_rcnn/fg_cls_accuracy": 0.6061904761904762, "iteration": 103759, "loss_box_reg": 0.22771217906847596, "loss_cls": 0.21037874929606915, "loss_mask": 0.26006422098726034, "loss_rpn_cls": 0.053809405872016214, "loss_rpn_loc": 0.08735035557765514, "loss_sem_seg": 0.31702763261273503, "lr": 0.02, "mask_rcnn/accuracy": 0.883379748646276, "mask_rcnn/false_negative": 0.0957844350338023, "mask_rcnn/false_positive": 0.12969174452935972, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5602839774983295, "total_loss": 1.1748499526001979} {"data_time": 0.012133712996728718, "eta_seconds": 94546.0918235703, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.3317384370015949, "fast_rcnn/fg_cls_accuracy": 0.6440112950035297, "iteration": 103779, "loss_box_reg": 0.2122304756194353, "loss_cls": 0.17791202873922884, "loss_mask": 0.2373684961348772, "loss_rpn_cls": 0.03660619936999865, "loss_rpn_loc": 0.06251881446223706, "loss_sem_seg": 0.3104317393153906, "lr": 0.02, "mask_rcnn/accuracy": 0.8977411765487445, "mask_rcnn/false_negative": 0.07857089787669345, "mask_rcnn/false_positive": 0.11432679042914998, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5631445015023928, "total_loss": 1.0139768508306588} {"data_time": 0.012078995998308528, "eta_seconds": 94498.7495615135, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3060509554140127, "fast_rcnn/fg_cls_accuracy": 0.6633934890304316, "iteration": 103799, "loss_box_reg": 0.2490829968592152, "loss_cls": 0.2151397210545838, "loss_mask": 0.26809025229886174, "loss_rpn_cls": 0.043530472299607936, "loss_rpn_loc": 0.06863171604345553, "loss_sem_seg": 0.3140922696329653, "lr": 0.02, "mask_rcnn/accuracy": 0.8852929963755304, "mask_rcnn/false_negative": 0.1237128826677312, "mask_rcnn/false_positive": 0.10669815913275436, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5736666279990459, "total_loss": 1.1742371415602975} {"data_time": 0.013055874998826766, "eta_seconds": 94466.06746927401, "fast_rcnn/cls_accuracy": 0.95556640625, "fast_rcnn/false_negative": 0.22432920536635706, "fast_rcnn/fg_cls_accuracy": 0.6833333333333333, "iteration": 103819, "loss_box_reg": 0.24505985295400023, "loss_cls": 0.20254496531561017, "loss_mask": 0.25762430857867, "loss_rpn_cls": 0.03563835588283837, "loss_rpn_loc": 0.07380107534117997, "loss_sem_seg": 0.3117429129779339, "lr": 0.02, "mask_rcnn/accuracy": 0.8980625931445604, "mask_rcnn/false_negative": 0.08769103174203133, "mask_rcnn/false_positive": 0.1139003496887673, "roi_head/num_bg_samples": 459.25, "roi_head/num_fg_samples": 52.75, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5723634639980446, "total_loss": 1.1449001215951284} {"data_time": 0.012306524495215854, "eta_seconds": 94576.85391398195, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.3586158192090395, "fast_rcnn/fg_cls_accuracy": 0.6171654307909604, "iteration": 103839, "loss_box_reg": 0.23622600175440311, "loss_cls": 0.23642737255431712, "loss_mask": 0.25260723754763603, "loss_rpn_cls": 0.04750057263299823, "loss_rpn_loc": 0.07461073610465974, "loss_sem_seg": 0.3357250145636499, "lr": 0.02, "mask_rcnn/accuracy": 0.8915492543847918, "mask_rcnn/false_negative": 0.09786868644893792, "mask_rcnn/false_positive": 0.11971892816071592, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5775748474989086, "total_loss": 1.1919188819592819} {"data_time": 0.013707035501283826, "eta_seconds": 94555.81968711811, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3673229622427483, "fast_rcnn/fg_cls_accuracy": 0.6140495867768595, "iteration": 103859, "loss_box_reg": 0.2600924940779805, "loss_cls": 0.21632097335532308, "loss_mask": 0.25873866211622953, "loss_rpn_cls": 0.042392438219394535, "loss_rpn_loc": 0.0763365387392696, "loss_sem_seg": 0.343151796143502, "lr": 0.02, "mask_rcnn/accuracy": 0.8809850863422293, "mask_rcnn/false_negative": 0.09981358957748031, "mask_rcnn/false_positive": 0.1281526815629565, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.5644011925032828, "total_loss": 1.148028364063066} {"data_time": 0.012940187003550818, "eta_seconds": 94531.3683495358, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.3682473319397074, "fast_rcnn/fg_cls_accuracy": 0.5927486936803708, "iteration": 103879, "loss_box_reg": 0.2207032311707735, "loss_cls": 0.2165262254420668, "loss_mask": 0.25620910432189703, "loss_rpn_cls": 0.03874316779547371, "loss_rpn_loc": 0.07414552831323817, "loss_sem_seg": 0.3021795670501888, "lr": 0.02, "mask_rcnn/accuracy": 0.8809599716118649, "mask_rcnn/false_negative": 0.11338655973894321, "mask_rcnn/false_positive": 0.13396345048897906, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.555020659998263, "total_loss": 1.1263711146020796} {"data_time": 0.01481266300106654, "eta_seconds": 94457.23104391589, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.3610428370786517, "fast_rcnn/fg_cls_accuracy": 0.593530547752809, "iteration": 103899, "loss_box_reg": 0.24492809921503067, "loss_cls": 0.2324874335899949, "loss_mask": 0.25697814766317606, "loss_rpn_cls": 0.0469830941001419, "loss_rpn_loc": 0.07262134365737438, "loss_sem_seg": 0.3376024360768497, "lr": 0.02, "mask_rcnn/accuracy": 0.8783383848019947, "mask_rcnn/false_negative": 0.1107623232377955, "mask_rcnn/false_positive": 0.12998356794645063, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5637461629994505, "total_loss": 1.1968462939257734} {"data_time": 0.011974081498919986, "eta_seconds": 94445.85757463588, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.2465337643678161, "fast_rcnn/fg_cls_accuracy": 0.6233000516440006, "iteration": 103919, "loss_box_reg": 0.2258349428884685, "loss_cls": 0.21736879041418433, "loss_mask": 0.2475470844656229, "loss_rpn_cls": 0.04474791468237527, "loss_rpn_loc": 0.07278487976873294, "loss_sem_seg": 0.3156344247981906, "lr": 0.02, "mask_rcnn/accuracy": 0.8952116735593474, "mask_rcnn/false_negative": 0.10503613646110062, "mask_rcnn/false_positive": 0.11323786319278556, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5732315960012784, "total_loss": 1.183377816734719} {"data_time": 0.01277242650394328, "eta_seconds": 94434.48410535588, "fast_rcnn/cls_accuracy": 0.9140625, "fast_rcnn/false_negative": 0.39109385704498745, "fast_rcnn/fg_cls_accuracy": 0.6020095912308747, "iteration": 103939, "loss_box_reg": 0.24068571673706174, "loss_cls": 0.21843497222289443, "loss_mask": 0.25994157418608665, "loss_rpn_cls": 0.050251504449988715, "loss_rpn_loc": 0.06981075732619502, "loss_sem_seg": 0.3389470032416284, "lr": 0.02, "mask_rcnn/accuracy": 0.8724811598951507, "mask_rcnn/false_negative": 0.11508771648257736, "mask_rcnn/false_positive": 0.12067760782988113, "roi_head/num_bg_samples": 430.5, "roi_head/num_fg_samples": 81.5, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.564545483000984, "total_loss": 1.2133432406117208} {"data_time": 0.012693806496827165, "eta_seconds": 94485.84424681572, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.3758346173600411, "fast_rcnn/fg_cls_accuracy": 0.5757555315704264, "iteration": 103959, "loss_box_reg": 0.23027100414037704, "loss_cls": 0.20640558563172817, "loss_mask": 0.24179834267124534, "loss_rpn_cls": 0.043923716351855546, "loss_rpn_loc": 0.07497155506280251, "loss_sem_seg": 0.3413810399360955, "lr": 0.02, "mask_rcnn/accuracy": 0.8882830735823501, "mask_rcnn/false_negative": 0.0834873571628866, "mask_rcnn/false_positive": 0.1281515284747296, "roi_head/num_bg_samples": 432.5, "roi_head/num_fg_samples": 79.5, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.5732612715000869, "total_loss": 1.1568793800179265} {"data_time": 0.013171567999961553, "eta_seconds": 94428.72136340426, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.29663942510920105, "fast_rcnn/fg_cls_accuracy": 0.6377592243468893, "iteration": 103979, "loss_box_reg": 0.219019316136837, "loss_cls": 0.19376355595886707, "loss_mask": 0.26352115953341126, "loss_rpn_cls": 0.046101618543616496, "loss_rpn_loc": 0.08288337662816048, "loss_sem_seg": 0.3234275374561548, "lr": 0.02, "mask_rcnn/accuracy": 0.8807230974450848, "mask_rcnn/false_negative": 0.10838715379182323, "mask_rcnn/false_positive": 0.11870660994098363, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.5644383255021239, "total_loss": 1.1613862192862143} {"data_time": 0.012681164502282627, "eta_seconds": 94463.08219545567, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.3382585156778705, "fast_rcnn/fg_cls_accuracy": 0.638223103261849, "iteration": 103999, "loss_box_reg": 0.2306870766915381, "loss_cls": 0.2098119156435132, "loss_mask": 0.2575836209580302, "loss_rpn_cls": 0.03820883555454202, "loss_rpn_loc": 0.06478574313223362, "loss_sem_seg": 0.37397674145177007, "lr": 0.02, "mask_rcnn/accuracy": 0.8956495669135334, "mask_rcnn/false_negative": 0.08464760745034383, "mask_rcnn/false_positive": 0.14035773995793532, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5659182019990112, "total_loss": 1.1823542866914067} {"data_time": 0.012705521497991867, "eta_seconds": 94353.52714236779, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.3290751689189189, "fast_rcnn/fg_cls_accuracy": 0.6327495974235104, "iteration": 104019, "loss_box_reg": 0.23066444927826524, "loss_cls": 0.21774968365207314, "loss_mask": 0.25172264594584703, "loss_rpn_cls": 0.04564560984726995, "loss_rpn_loc": 0.08212794351857156, "loss_sem_seg": 0.33261791802942753, "lr": 0.02, "mask_rcnn/accuracy": 0.887205839791759, "mask_rcnn/false_negative": 0.09953179972285722, "mask_rcnn/false_positive": 0.13092967526067067, "roi_head/num_bg_samples": 430.75, "roi_head/num_fg_samples": 81.25, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5654344784998102, "total_loss": 1.1463143819310062} {"data_time": 0.012515540998720098, "eta_seconds": 94316.78441781434, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.29378674807779287, "fast_rcnn/fg_cls_accuracy": 0.6621811156981052, "iteration": 104039, "loss_box_reg": 0.2390932939015329, "loss_cls": 0.21371872490271926, "loss_mask": 0.2475125901401043, "loss_rpn_cls": 0.036437703325646, "loss_rpn_loc": 0.05753929849015549, "loss_sem_seg": 0.3302968507632613, "lr": 0.02, "mask_rcnn/accuracy": 0.8919528932132188, "mask_rcnn/false_negative": 0.09418941417292918, "mask_rcnn/false_positive": 0.11986254129736394, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5627563094967627, "total_loss": 1.142870144743938} {"data_time": 0.011697789002937498, "eta_seconds": 94289.32233446784, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.33974358974358976, "fast_rcnn/fg_cls_accuracy": 0.6104575163398693, "iteration": 104059, "loss_box_reg": 0.22589456662535667, "loss_cls": 0.22089427267201245, "loss_mask": 0.2490838961675763, "loss_rpn_cls": 0.0389845086610876, "loss_rpn_loc": 0.065425023320131, "loss_sem_seg": 0.348627902334556, "lr": 0.02, "mask_rcnn/accuracy": 0.8831312192205582, "mask_rcnn/false_negative": 0.08850947726003633, "mask_rcnn/false_positive": 0.1326984801295986, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5757645799967577, "total_loss": 1.112141925143078} {"data_time": 0.01196822700148914, "eta_seconds": 94277.77213870757, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.2722617056856187, "fast_rcnn/fg_cls_accuracy": 0.6691892212725546, "iteration": 104079, "loss_box_reg": 0.21915437234565616, "loss_cls": 0.18380231061019003, "loss_mask": 0.2540632029995322, "loss_rpn_cls": 0.042947234003804624, "loss_rpn_loc": 0.06869129178812727, "loss_sem_seg": 0.329893231857568, "lr": 0.02, "mask_rcnn/accuracy": 0.8920475481859411, "mask_rcnn/false_negative": 0.10124555728980847, "mask_rcnn/false_positive": 0.11307602808570213, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5726932670040696, "total_loss": 1.113439994827786} {"data_time": 0.012231775497639319, "eta_seconds": 94252.34453506119, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3948797062958913, "fast_rcnn/fg_cls_accuracy": 0.5817719176497802, "iteration": 104099, "loss_box_reg": 0.22456664266064763, "loss_cls": 0.2223477689549327, "loss_mask": 0.2611061232164502, "loss_rpn_cls": 0.045392144718789496, "loss_rpn_loc": 0.06787463097134605, "loss_sem_seg": 0.31641773879528046, "lr": 0.02, "mask_rcnn/accuracy": 0.889884817563389, "mask_rcnn/false_negative": 0.09375537935539231, "mask_rcnn/false_positive": 0.11349376897938679, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5628559809993021, "total_loss": 1.1406674335012212} {"data_time": 0.013049365497863619, "eta_seconds": 94152.93830836024, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3834127456819535, "fast_rcnn/fg_cls_accuracy": 0.5689334819769603, "iteration": 104119, "loss_box_reg": 0.22925777081400156, "loss_cls": 0.21730195730924606, "loss_mask": 0.2488034083507955, "loss_rpn_cls": 0.04411208987585269, "loss_rpn_loc": 0.0779148650035495, "loss_sem_seg": 0.3176551079377532, "lr": 0.02, "mask_rcnn/accuracy": 0.8806408484388474, "mask_rcnn/false_negative": 0.11101953878279126, "mask_rcnn/false_positive": 0.11155805299850902, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5656637225001759, "total_loss": 1.1088586371042766} {"data_time": 0.011667996001051506, "eta_seconds": 94109.08473643428, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.31231527093596056, "fast_rcnn/fg_cls_accuracy": 0.6819376026272578, "iteration": 104139, "loss_box_reg": 0.23777770367451012, "loss_cls": 0.20443061413243413, "loss_mask": 0.2547599012032151, "loss_rpn_cls": 0.04844739020336419, "loss_rpn_loc": 0.07159047154709697, "loss_sem_seg": 0.3428350524045527, "lr": 0.02, "mask_rcnn/accuracy": 0.896889523135987, "mask_rcnn/false_negative": 0.09932310735871705, "mask_rcnn/false_positive": 0.11350302344668316, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5555251039986615, "total_loss": 1.1448412796744378} {"data_time": 0.012891494498035172, "eta_seconds": 94067.05438070638, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.35696561503013113, "fast_rcnn/fg_cls_accuracy": 0.5774114774114774, "iteration": 104159, "loss_box_reg": 0.23863751534372568, "loss_cls": 0.21717198053374887, "loss_mask": 0.2579759252257645, "loss_rpn_cls": 0.03798273511347361, "loss_rpn_loc": 0.06726030306890607, "loss_sem_seg": 0.32486137794330716, "lr": 0.02, "mask_rcnn/accuracy": 0.8977599183350364, "mask_rcnn/false_negative": 0.08135666159741103, "mask_rcnn/false_positive": 0.1253033283268284, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5545272784984263, "total_loss": 1.1584803683581413} {"data_time": 0.01311612900099135, "eta_seconds": 94015.32335236529, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.3225490196078431, "fast_rcnn/fg_cls_accuracy": 0.6194570135746607, "iteration": 104179, "loss_box_reg": 0.2386771901510656, "loss_cls": 0.19163084658794105, "loss_mask": 0.2626220444217324, "loss_rpn_cls": 0.04375469221849926, "loss_rpn_loc": 0.07637417828664184, "loss_sem_seg": 0.2993504120968282, "lr": 0.02, "mask_rcnn/accuracy": 0.8798231228581659, "mask_rcnn/false_negative": 0.09400960793255654, "mask_rcnn/false_positive": 0.15389369280314918, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5668871400011994, "total_loss": 1.1052587068115827} {"data_time": 0.013969667503261007, "eta_seconds": 93954.08807333614, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.35890151515151514, "fast_rcnn/fg_cls_accuracy": 0.6243295242537313, "iteration": 104199, "loss_box_reg": 0.22196505102328956, "loss_cls": 0.21021805936470628, "loss_mask": 0.2625014167279005, "loss_rpn_cls": 0.0485525734256953, "loss_rpn_loc": 0.06125858041923493, "loss_sem_seg": 0.3266142790671438, "lr": 0.02, "mask_rcnn/accuracy": 0.8769888549353256, "mask_rcnn/false_negative": 0.09799034455840558, "mask_rcnn/false_positive": 0.13722363284058092, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5644947595028498, "total_loss": 1.1975331980793271} {"data_time": 0.01277073500023107, "eta_seconds": 93868.1468020762, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3312236286919831, "fast_rcnn/fg_cls_accuracy": 0.6504602991944763, "iteration": 104219, "loss_box_reg": 0.22637747367843986, "loss_cls": 0.203859610715881, "loss_mask": 0.26084350189194083, "loss_rpn_cls": 0.038731929278583266, "loss_rpn_loc": 0.07393481748295017, "loss_sem_seg": 0.2958003650419414, "lr": 0.02, "mask_rcnn/accuracy": 0.899335484711483, "mask_rcnn/false_negative": 0.10313102516089334, "mask_rcnn/false_positive": 0.09645620067890412, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5477813050019904, "total_loss": 1.1504094228730537} {"data_time": 0.013085391001368407, "eta_seconds": 93844.760930829, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.28511844116148755, "fast_rcnn/fg_cls_accuracy": 0.6753715192612899, "iteration": 104239, "loss_box_reg": 0.22361896000802517, "loss_cls": 0.20223155105486512, "loss_mask": 0.2559660216793418, "loss_rpn_cls": 0.03655648449785076, "loss_rpn_loc": 0.07077032182132825, "loss_sem_seg": 0.3385179340839386, "lr": 0.02, "mask_rcnn/accuracy": 0.9001885388686801, "mask_rcnn/false_negative": 0.10126806095029893, "mask_rcnn/false_positive": 0.0927543790756411, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.5601538119990437, "total_loss": 1.1375820171670057} {"data_time": 0.012199220498587238, "eta_seconds": 93833.43803087897, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.29632182171786786, "fast_rcnn/fg_cls_accuracy": 0.6188029181532563, "iteration": 104259, "loss_box_reg": 0.24518829816952348, "loss_cls": 0.2144016606034711, "loss_mask": 0.252542135771364, "loss_rpn_cls": 0.042596779647283256, "loss_rpn_loc": 0.06870804831851274, "loss_sem_seg": 0.31376351974904537, "lr": 0.02, "mask_rcnn/accuracy": 0.8843586353370356, "mask_rcnn/false_negative": 0.07820584644701953, "mask_rcnn/false_positive": 0.10599450154122067, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.570387400999607, "total_loss": 1.1299205929972231} {"data_time": 0.01256224799726624, "eta_seconds": 93822.11513092894, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.37920089619118746, "fast_rcnn/fg_cls_accuracy": 0.5956204379562045, "iteration": 104279, "loss_box_reg": 0.24542079819366336, "loss_cls": 0.19591988902539015, "loss_mask": 0.25287765730172396, "loss_rpn_cls": 0.039993203652556986, "loss_rpn_loc": 0.06485360150691122, "loss_sem_seg": 0.2998991208150983, "lr": 0.02, "mask_rcnn/accuracy": 0.8943411471930263, "mask_rcnn/false_negative": 0.0966959320455382, "mask_rcnn/false_positive": 0.12355787978397671, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 238.25, "rpn/num_pos_anchors": 17.75, "time": 0.5668010510016757, "total_loss": 1.1395593550114427} {"data_time": 0.012185331001091981, "eta_seconds": 93751.34600325415, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.3317460317460318, "fast_rcnn/fg_cls_accuracy": 0.656088004822182, "iteration": 104299, "loss_box_reg": 0.24543717131018639, "loss_cls": 0.21437268517911434, "loss_mask": 0.26305983681231737, "loss_rpn_cls": 0.04346845943655353, "loss_rpn_loc": 0.07539343903772533, "loss_sem_seg": 0.3319664914160967, "lr": 0.02, "mask_rcnn/accuracy": 0.8957524710152879, "mask_rcnn/false_negative": 0.08357204651250125, "mask_rcnn/false_positive": 0.11394941066420133, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5642925159991137, "total_loss": 1.2176952891604742} {"data_time": 0.01183002700418001, "eta_seconds": 93619.36894735326, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3724143026004728, "fast_rcnn/fg_cls_accuracy": 0.5961512400054207, "iteration": 104319, "loss_box_reg": 0.254280389752239, "loss_cls": 0.2382339294999838, "loss_mask": 0.25174536369740963, "loss_rpn_cls": 0.04688884267670801, "loss_rpn_loc": 0.07703250137274154, "loss_sem_seg": 0.3321146769449115, "lr": 0.02, "mask_rcnn/accuracy": 0.8805551105051708, "mask_rcnn/false_negative": 0.09814639254355031, "mask_rcnn/false_positive": 0.14216821896365817, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 0.5676520419983717, "total_loss": 1.2468295745638898} {"data_time": 0.012980823499674443, "eta_seconds": 93664.66048566988, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.38276452948736256, "fast_rcnn/fg_cls_accuracy": 0.5856410256410256, "iteration": 104339, "loss_box_reg": 0.22061697044409811, "loss_cls": 0.20129620446823537, "loss_mask": 0.26252429839223623, "loss_rpn_cls": 0.034309590177144855, "loss_rpn_loc": 0.06319375417660922, "loss_sem_seg": 0.31678129732608795, "lr": 0.02, "mask_rcnn/accuracy": 0.8766143176020408, "mask_rcnn/false_negative": 0.10014988228650995, "mask_rcnn/false_positive": 0.14693202587151338, "roi_head/num_bg_samples": 455.5, "roi_head/num_fg_samples": 56.5, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5759766474984644, "total_loss": 1.1030870105460053} {"data_time": 0.012141974500991637, "eta_seconds": 93569.92011520795, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.3151305683563748, "fast_rcnn/fg_cls_accuracy": 0.5917989417989418, "iteration": 104359, "loss_box_reg": 0.23612600518390536, "loss_cls": 0.2316077232826501, "loss_mask": 0.2456193147227168, "loss_rpn_cls": 0.04044837405672297, "loss_rpn_loc": 0.07963627032586373, "loss_sem_seg": 0.323102762340568, "lr": 0.02, "mask_rcnn/accuracy": 0.8845036602705856, "mask_rcnn/false_negative": 0.09744219051245141, "mask_rcnn/false_positive": 0.13126277312897358, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5610843674985517, "total_loss": 1.1738386432116386} {"data_time": 0.012055526000040118, "eta_seconds": 93547.84002191198, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.32765004974024536, "fast_rcnn/fg_cls_accuracy": 0.6520446766348406, "iteration": 104379, "loss_box_reg": 0.23914210009388626, "loss_cls": 0.2069976581260562, "loss_mask": 0.27372015872970223, "loss_rpn_cls": 0.04248408129205927, "loss_rpn_loc": 0.0727436431334354, "loss_sem_seg": 0.34611979383043945, "lr": 0.02, "mask_rcnn/accuracy": 0.8879332763339152, "mask_rcnn/false_negative": 0.11441943787030442, "mask_rcnn/false_positive": 0.12729528388760103, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.5647014789974492, "total_loss": 1.162852970417589} {"data_time": 0.013293086998601211, "eta_seconds": 93547.32427960802, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.2942187184152011, "fast_rcnn/fg_cls_accuracy": 0.6879534173348607, "iteration": 104399, "loss_box_reg": 0.23091831989586353, "loss_cls": 0.22193110059015453, "loss_mask": 0.25644774409011006, "loss_rpn_cls": 0.04254144002334215, "loss_rpn_loc": 0.08068378042662516, "loss_sem_seg": 0.3408585716970265, "lr": 0.02, "mask_rcnn/accuracy": 0.8883055220683402, "mask_rcnn/false_negative": 0.08557341822773458, "mask_rcnn/false_positive": 0.1446408458165483, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5711475110038009, "total_loss": 1.196769274683902} {"data_time": 0.012718124002276454, "eta_seconds": 93517.2234804795, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.33652752502274796, "fast_rcnn/fg_cls_accuracy": 0.6404416839199447, "iteration": 104419, "loss_box_reg": 0.24075168278068304, "loss_cls": 0.21531124180182815, "loss_mask": 0.27032085973769426, "loss_rpn_cls": 0.049475546373287216, "loss_rpn_loc": 0.08648392523173243, "loss_sem_seg": 0.3139022560790181, "lr": 0.02, "mask_rcnn/accuracy": 0.8875915581141094, "mask_rcnn/false_negative": 0.09635349047970596, "mask_rcnn/false_positive": 0.12478383114106875, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5598137805027363, "total_loss": 1.2237846165662631} {"data_time": 0.013629461496748263, "eta_seconds": 93497.39928979786, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.3950639560527688, "fast_rcnn/fg_cls_accuracy": 0.5651793525809274, "iteration": 104439, "loss_box_reg": 0.24388531455770135, "loss_cls": 0.20776040898635983, "loss_mask": 0.25905045215040445, "loss_rpn_cls": 0.04489496484166011, "loss_rpn_loc": 0.08333297027274966, "loss_sem_seg": 0.33600956620648503, "lr": 0.02, "mask_rcnn/accuracy": 0.8952455982392957, "mask_rcnn/false_negative": 0.09401783678693264, "mask_rcnn/false_positive": 0.12385476513137851, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.5617940784977691, "total_loss": 1.1717265383922495} {"data_time": 0.012756371499563102, "eta_seconds": 93453.36811263437, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.32333767926988266, "fast_rcnn/fg_cls_accuracy": 0.6468926553672316, "iteration": 104459, "loss_box_reg": 0.24634705390781164, "loss_cls": 0.20456238626502454, "loss_mask": 0.2540401266887784, "loss_rpn_cls": 0.046042392146773636, "loss_rpn_loc": 0.07518952689133584, "loss_sem_seg": 0.32139962213113904, "lr": 0.02, "mask_rcnn/accuracy": 0.9115336048109566, "mask_rcnn/false_negative": 0.09217608118204343, "mask_rcnn/false_positive": 0.09437610618531578, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5596087514968531, "total_loss": 1.1791952052735724} {"data_time": 0.012899241999548394, "eta_seconds": 93467.14221420033, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.308765482509868, "fast_rcnn/fg_cls_accuracy": 0.6763645025180346, "iteration": 104479, "loss_box_reg": 0.23786136927083135, "loss_cls": 0.2259205151349306, "loss_mask": 0.26069741509854794, "loss_rpn_cls": 0.04692820365016814, "loss_rpn_loc": 0.07285334292100742, "loss_sem_seg": 0.3250735145993531, "lr": 0.02, "mask_rcnn/accuracy": 0.8936318764067258, "mask_rcnn/false_negative": 0.09006751393769936, "mask_rcnn/false_positive": 0.13339197605056488, "roi_head/num_bg_samples": 464.0, "roi_head/num_fg_samples": 48.0, "rpn/num_neg_anchors": 236.5, "rpn/num_pos_anchors": 19.5, "time": 0.5635216355003649, "total_loss": 1.1797273084521294} {"data_time": 0.012003884501609718, "eta_seconds": 93463.51544059794, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3157894736842105, "fast_rcnn/fg_cls_accuracy": 0.6549185463659148, "iteration": 104499, "loss_box_reg": 0.21821813425049186, "loss_cls": 0.21112543484196067, "loss_mask": 0.2537607648409903, "loss_rpn_cls": 0.03749512015383516, "loss_rpn_loc": 0.07037054232205264, "loss_sem_seg": 0.3269839729182422, "lr": 0.02, "mask_rcnn/accuracy": 0.8834472554844723, "mask_rcnn/false_negative": 0.08530859700258579, "mask_rcnn/false_positive": 0.13259818832140863, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5741714009964198, "total_loss": 1.1736104486917611} {"data_time": 0.012856748999183765, "eta_seconds": 93448.66000392054, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.322682032477737, "fast_rcnn/fg_cls_accuracy": 0.6363636363636364, "iteration": 104519, "loss_box_reg": 0.22338166926056147, "loss_cls": 0.2063467416446656, "loss_mask": 0.2555341785773635, "loss_rpn_cls": 0.037801972262968775, "loss_rpn_loc": 0.06901239429134876, "loss_sem_seg": 0.3785956660285592, "lr": 0.02, "mask_rcnn/accuracy": 0.8956370315619454, "mask_rcnn/false_negative": 0.09951263011710436, "mask_rcnn/false_positive": 0.11453155350417042, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5617535385026713, "total_loss": 1.1871207070944365} {"data_time": 0.014007960999151692, "eta_seconds": 93437.36581788058, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.304369918699187, "fast_rcnn/fg_cls_accuracy": 0.6188606749081189, "iteration": 104539, "loss_box_reg": 0.2334186271764338, "loss_cls": 0.20905038015916944, "loss_mask": 0.26418998884037137, "loss_rpn_cls": 0.04922136801178567, "loss_rpn_loc": 0.07857476052595302, "loss_sem_seg": 0.33371854573488235, "lr": 0.02, "mask_rcnn/accuracy": 0.8808156400581066, "mask_rcnn/false_negative": 0.1061026261212025, "mask_rcnn/false_positive": 0.12707593540367595, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5644748380036617, "total_loss": 1.1925444593944121} {"data_time": 0.012846943500335328, "eta_seconds": 93432.01551336708, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.32729127432517263, "fast_rcnn/fg_cls_accuracy": 0.6448116560056859, "iteration": 104559, "loss_box_reg": 0.22237249044701457, "loss_cls": 0.20983817847445607, "loss_mask": 0.2597757955081761, "loss_rpn_cls": 0.04353971796808764, "loss_rpn_loc": 0.0791023830533959, "loss_sem_seg": 0.30375522607937455, "lr": 0.02, "mask_rcnn/accuracy": 0.8900008492407951, "mask_rcnn/false_negative": 0.08794656509729992, "mask_rcnn/false_positive": 0.13219144679073505, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5638087049992464, "total_loss": 1.1058241737773642} {"data_time": 0.012522585500846617, "eta_seconds": 93410.67376475029, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.3076923076923077, "fast_rcnn/fg_cls_accuracy": 0.6032608695652174, "iteration": 104579, "loss_box_reg": 0.23523885989561677, "loss_cls": 0.2269634655676782, "loss_mask": 0.24549776082858443, "loss_rpn_cls": 0.048772979571367614, "loss_rpn_loc": 0.0791627585713286, "loss_sem_seg": 0.3224655156955123, "lr": 0.02, "mask_rcnn/accuracy": 0.8976403061224489, "mask_rcnn/false_negative": 0.08228198935248149, "mask_rcnn/false_positive": 0.12504898307953038, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.5669877929976792, "total_loss": 1.1920507639151765} {"data_time": 0.013727317000302719, "eta_seconds": 93380.67677752097, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.3678788716814159, "fast_rcnn/fg_cls_accuracy": 0.5518779179151279, "iteration": 104599, "loss_box_reg": 0.22852155566215515, "loss_cls": 0.19484015903435647, "loss_mask": 0.24345536902546883, "loss_rpn_cls": 0.042781206022482365, "loss_rpn_loc": 0.07130566047271714, "loss_sem_seg": 0.3176448926096782, "lr": 0.02, "mask_rcnn/accuracy": 0.8843962955142093, "mask_rcnn/false_negative": 0.08737117827569052, "mask_rcnn/false_positive": 0.1416019141415234, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5554379810018872, "total_loss": 1.1139992662938312} {"data_time": 0.013323723997018533, "eta_seconds": 93353.98366483687, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.345, "fast_rcnn/fg_cls_accuracy": 0.6225071225071226, "iteration": 104619, "loss_box_reg": 0.254857660504058, "loss_cls": 0.24295707326382399, "loss_mask": 0.2608380177989602, "loss_rpn_cls": 0.04176622972590849, "loss_rpn_loc": 0.07771760027389973, "loss_sem_seg": 0.31720652943477035, "lr": 0.02, "mask_rcnn/accuracy": 0.8935260191817112, "mask_rcnn/false_negative": 0.08009977594243217, "mask_rcnn/false_positive": 0.12650238084286536, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.558267567997973, "total_loss": 1.1951905494497623} {"data_time": 0.011737191998690832, "eta_seconds": 93342.69409908689, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.4057989049278248, "fast_rcnn/fg_cls_accuracy": 0.5756478658536586, "iteration": 104639, "loss_box_reg": 0.22712891502305865, "loss_cls": 0.20914703560993075, "loss_mask": 0.26464872527867556, "loss_rpn_cls": 0.050474586023483425, "loss_rpn_loc": 0.07935992351849563, "loss_sem_seg": 0.31726761208847165, "lr": 0.02, "mask_rcnn/accuracy": 0.8775226203762756, "mask_rcnn/false_negative": 0.10556128092321299, "mask_rcnn/false_positive": 0.12657063874790653, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5616536054985772, "total_loss": 1.1658212949405424} {"data_time": 0.01310700099929818, "eta_seconds": 93335.09428286954, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.3992673992673993, "fast_rcnn/fg_cls_accuracy": 0.5714285714285714, "iteration": 104659, "loss_box_reg": 0.23135783430188894, "loss_cls": 0.19939714367501438, "loss_mask": 0.25946343410760164, "loss_rpn_cls": 0.044479903765022755, "loss_rpn_loc": 0.07936175842769444, "loss_sem_seg": 0.36651442432776093, "lr": 0.02, "mask_rcnn/accuracy": 0.8890154275996113, "mask_rcnn/false_negative": 0.10488477525662245, "mask_rcnn/false_positive": 0.13373926251981832, "roi_head/num_bg_samples": 461.25, "roi_head/num_fg_samples": 50.75, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5696779934951337, "total_loss": 1.1918412920058472} {"data_time": 0.012820839001506101, "eta_seconds": 93320.11496758694, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.35383003048780487, "fast_rcnn/fg_cls_accuracy": 0.5871520683524822, "iteration": 104679, "loss_box_reg": 0.2208625078201294, "loss_cls": 0.2073135485406965, "loss_mask": 0.2645452283322811, "loss_rpn_cls": 0.0415760802134173, "loss_rpn_loc": 0.07956996286520734, "loss_sem_seg": 0.3025362442713231, "lr": 0.02, "mask_rcnn/accuracy": 0.892941968243496, "mask_rcnn/false_negative": 0.11161872160633118, "mask_rcnn/false_positive": 0.09257117688414099, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5586712250005803, "total_loss": 1.1252519477857277} {"data_time": 0.013739305504714139, "eta_seconds": 93285.85046377999, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.34330357142857143, "fast_rcnn/fg_cls_accuracy": 0.602639751552795, "iteration": 104699, "loss_box_reg": 0.2225259100086987, "loss_cls": 0.19981879903934896, "loss_mask": 0.2588508352637291, "loss_rpn_cls": 0.04107633116655052, "loss_rpn_loc": 0.07143891174928285, "loss_sem_seg": 0.2903857370838523, "lr": 0.02, "mask_rcnn/accuracy": 0.8886103576806217, "mask_rcnn/false_negative": 0.09276615815173081, "mask_rcnn/false_positive": 0.12764708421260834, "roi_head/num_bg_samples": 461.75, "roi_head/num_fg_samples": 50.25, "rpn/num_neg_anchors": 238.0, "rpn/num_pos_anchors": 18.0, "time": 0.5583295235010155, "total_loss": 1.0962117883900646} {"data_time": 0.012905851999676088, "eta_seconds": 93263.61951377292, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.32294174289841115, "fast_rcnn/fg_cls_accuracy": 0.6376769996172982, "iteration": 104719, "loss_box_reg": 0.21642238402273506, "loss_cls": 0.19825689919525757, "loss_mask": 0.2567599257454276, "loss_rpn_cls": 0.04289297794457525, "loss_rpn_loc": 0.08300603635143489, "loss_sem_seg": 0.3115766253322363, "lr": 0.02, "mask_rcnn/accuracy": 0.8860979149312787, "mask_rcnn/false_negative": 0.11930506183887402, "mask_rcnn/false_positive": 0.13097788611852368, "roi_head/num_bg_samples": 458.75, "roi_head/num_fg_samples": 53.25, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.562552539002354, "total_loss": 1.1018832725967513} {"data_time": 0.012815557503927266, "eta_seconds": 93279.58079819601, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.3716403676088087, "fast_rcnn/fg_cls_accuracy": 0.5694980694980695, "iteration": 104739, "loss_box_reg": 0.23456709808669984, "loss_cls": 0.2105694035999477, "loss_mask": 0.25898243393749, "loss_rpn_cls": 0.0425754957832396, "loss_rpn_loc": 0.0664076904358808, "loss_sem_seg": 0.3614083523862064, "lr": 0.02, "mask_rcnn/accuracy": 0.8903794106928485, "mask_rcnn/false_negative": 0.08573724572753125, "mask_rcnn/false_positive": 0.1296020820771005, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.577620364001632, "total_loss": 1.1806209331552964} {"data_time": 0.01188914950034814, "eta_seconds": 93274.3567972815, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.36753246753246754, "fast_rcnn/fg_cls_accuracy": 0.6324675324675324, "iteration": 104759, "loss_box_reg": 0.19424462411552668, "loss_cls": 0.18212888319976628, "loss_mask": 0.2457678560167551, "loss_rpn_cls": 0.037074026418849826, "loss_rpn_loc": 0.06378175457939506, "loss_sem_seg": 0.34617463033646345, "lr": 0.02, "mask_rcnn/accuracy": 0.8965872387261355, "mask_rcnn/false_negative": 0.08662628493918742, "mask_rcnn/false_positive": 0.12555653539069758, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5694833574962104, "total_loss": 1.102991098887287} {"data_time": 0.012611923499207478, "eta_seconds": 93267.35421044985, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.3318077803203661, "fast_rcnn/fg_cls_accuracy": 0.5967400771432126, "iteration": 104779, "loss_box_reg": 0.22715865285135806, "loss_cls": 0.21698842046316713, "loss_mask": 0.24040313716977835, "loss_rpn_cls": 0.04228440561564639, "loss_rpn_loc": 0.07959930584183894, "loss_sem_seg": 0.32914217934012413, "lr": 0.02, "mask_rcnn/accuracy": 0.8932476243207875, "mask_rcnn/false_negative": 0.08966053507361874, "mask_rcnn/false_positive": 0.11248952798863848, "roi_head/num_bg_samples": 432.75, "roi_head/num_fg_samples": 79.25, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5692190885019954, "total_loss": 1.2070302517458913} {"data_time": 0.012844486001995392, "eta_seconds": 93251.77781100152, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.3706889855522759, "fast_rcnn/fg_cls_accuracy": 0.6090964199115676, "iteration": 104799, "loss_box_reg": 0.23476872174069285, "loss_cls": 0.2155475306790322, "loss_mask": 0.26762238750234246, "loss_rpn_cls": 0.0479903336672578, "loss_rpn_loc": 0.08917195908725262, "loss_sem_seg": 0.32516187289729714, "lr": 0.02, "mask_rcnn/accuracy": 0.872213920688752, "mask_rcnn/false_negative": 0.08437594366007592, "mask_rcnn/false_positive": 0.17621233959426813, "roi_head/num_bg_samples": 430.25, "roi_head/num_fg_samples": 81.75, "rpn/num_neg_anchors": 202.25, "rpn/num_pos_anchors": 53.75, "time": 0.5712984005003818, "total_loss": 1.1821435197780374} {"data_time": 0.01321568450293853, "eta_seconds": 93169.82619877577, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.34533944159873026, "fast_rcnn/fg_cls_accuracy": 0.6456424500396797, "iteration": 104819, "loss_box_reg": 0.23204528633505106, "loss_cls": 0.22966173966415226, "loss_mask": 0.2544203847646713, "loss_rpn_cls": 0.04662118304258911, "loss_rpn_loc": 0.07505125310854055, "loss_sem_seg": 0.3600360257551074, "lr": 0.02, "mask_rcnn/accuracy": 0.8911183062968777, "mask_rcnn/false_negative": 0.10118602013212102, "mask_rcnn/false_positive": 0.13478591587653915, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5617062419987633, "total_loss": 1.2156786179111805} {"data_time": 0.011894193998159608, "eta_seconds": 93157.3423113536, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.3623635165662651, "fast_rcnn/fg_cls_accuracy": 0.6258351293103448, "iteration": 104839, "loss_box_reg": 0.21882400708273053, "loss_cls": 0.2112267417833209, "loss_mask": 0.24807371757924557, "loss_rpn_cls": 0.04226830045809038, "loss_rpn_loc": 0.07597531500505283, "loss_sem_seg": 0.37596848933026195, "lr": 0.02, "mask_rcnn/accuracy": 0.9011535820245026, "mask_rcnn/false_negative": 0.07347057647501506, "mask_rcnn/false_positive": 0.10392141226957372, "roi_head/num_bg_samples": 468.25, "roi_head/num_fg_samples": 43.75, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.5586966955015669, "total_loss": 1.1656932920159306} {"data_time": 0.012418530001014005, "eta_seconds": 93146.69054170407, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.35274710476703475, "fast_rcnn/fg_cls_accuracy": 0.6319953364423718, "iteration": 104859, "loss_box_reg": 0.2330948137678206, "loss_cls": 0.21920735924504697, "loss_mask": 0.2528088102117181, "loss_rpn_cls": 0.038429742970038205, "loss_rpn_loc": 0.0735037707927404, "loss_sem_seg": 0.34193391539156437, "lr": 0.02, "mask_rcnn/accuracy": 0.8864296361019737, "mask_rcnn/false_negative": 0.10224296944095793, "mask_rcnn/false_positive": 0.1161435705648556, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5682180200019502, "total_loss": 1.1279262473690324} {"data_time": 0.0137995650038647, "eta_seconds": 93162.53583361881, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3767952127659574, "fast_rcnn/fg_cls_accuracy": 0.6020731209150327, "iteration": 104879, "loss_box_reg": 0.2418997730128467, "loss_cls": 0.22980659920722246, "loss_mask": 0.24162268871441483, "loss_rpn_cls": 0.042747291387058794, "loss_rpn_loc": 0.07716517309017945, "loss_sem_seg": 0.35211235098540783, "lr": 0.02, "mask_rcnn/accuracy": 0.8892371968948869, "mask_rcnn/false_negative": 0.07773147517464499, "mask_rcnn/false_positive": 0.13110711152493637, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.5651930925014312, "total_loss": 1.1350032386253588} {"data_time": 0.012807106497348286, "eta_seconds": 93124.70244909571, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.2811919863861386, "fast_rcnn/fg_cls_accuracy": 0.697923981741573, "iteration": 104899, "loss_box_reg": 0.23831965564750135, "loss_cls": 0.20437955111265182, "loss_mask": 0.24784375494346023, "loss_rpn_cls": 0.04106963089725468, "loss_rpn_loc": 0.07332382944878191, "loss_sem_seg": 0.25803034799173474, "lr": 0.02, "mask_rcnn/accuracy": 0.8964493058394389, "mask_rcnn/false_negative": 0.0894333446886634, "mask_rcnn/false_positive": 0.1310943734979247, "roi_head/num_bg_samples": 459.0, "roi_head/num_fg_samples": 53.0, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5560388839985535, "total_loss": 1.0681302201701328} {"data_time": 0.012188953998702345, "eta_seconds": 93112.84793791396, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.29542669340463457, "fast_rcnn/fg_cls_accuracy": 0.6646264451569027, "iteration": 104919, "loss_box_reg": 0.22777616837993264, "loss_cls": 0.21594622801057994, "loss_mask": 0.25575334671884775, "loss_rpn_cls": 0.04547159533831291, "loss_rpn_loc": 0.07144434202928096, "loss_sem_seg": 0.3275019507855177, "lr": 0.02, "mask_rcnn/accuracy": 0.8885268238402348, "mask_rcnn/false_negative": 0.09048425527170179, "mask_rcnn/false_positive": 0.11564493261680933, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5572474704968045, "total_loss": 1.178751782339532} {"data_time": 0.012311825495999074, "eta_seconds": 93131.66916175294, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3556976895966584, "fast_rcnn/fg_cls_accuracy": 0.6169547872340425, "iteration": 104939, "loss_box_reg": 0.24455116037279367, "loss_cls": 0.21707130619324744, "loss_mask": 0.2571568125858903, "loss_rpn_cls": 0.044335416168905795, "loss_rpn_loc": 0.09557754622073844, "loss_sem_seg": 0.336637650616467, "lr": 0.02, "mask_rcnn/accuracy": 0.8816651158511368, "mask_rcnn/false_negative": 0.10684800451038834, "mask_rcnn/false_positive": 0.12065851344383442, "roi_head/num_bg_samples": 431.75, "roi_head/num_fg_samples": 80.25, "rpn/num_neg_anchors": 204.0, "rpn/num_pos_anchors": 52.0, "time": 0.5728754459960328, "total_loss": 1.2231118879280984} {"data_time": 0.013600655500340508, "eta_seconds": 93089.41049401209, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.33630952380952384, "fast_rcnn/fg_cls_accuracy": 0.6019651011089366, "iteration": 104959, "loss_box_reg": 0.21716468560043722, "loss_cls": 0.20325654232874513, "loss_mask": 0.2514335997402668, "loss_rpn_cls": 0.046853385007125326, "loss_rpn_loc": 0.07326377462595701, "loss_sem_seg": 0.34485069871880114, "lr": 0.02, "mask_rcnn/accuracy": 0.899872344975172, "mask_rcnn/false_negative": 0.07041065192250255, "mask_rcnn/false_positive": 0.11876863321993178, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5528274450007302, "total_loss": 1.131211198226083} {"data_time": 0.013954489502793876, "eta_seconds": 93076.01069706268, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3500928217821782, "fast_rcnn/fg_cls_accuracy": 0.625, "iteration": 104979, "loss_box_reg": 0.24132670601829886, "loss_cls": 0.20744028501212597, "loss_mask": 0.26914496440440416, "loss_rpn_cls": 0.04838110663695261, "loss_rpn_loc": 0.10136075591435656, "loss_sem_seg": 0.32475770730525255, "lr": 0.02, "mask_rcnn/accuracy": 0.8815444134002808, "mask_rcnn/false_negative": 0.08966747680489406, "mask_rcnn/false_positive": 0.14745289107063325, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.5618443259991182, "total_loss": 1.2090913855063263} {"data_time": 0.011993113996140892, "eta_seconds": 93050.659979418, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3446100180041152, "fast_rcnn/fg_cls_accuracy": 0.6104256465517242, "iteration": 104999, "loss_box_reg": 0.21971614938229322, "loss_cls": 0.20983013650402427, "loss_mask": 0.25525475293397903, "loss_rpn_cls": 0.04417839847155847, "loss_rpn_loc": 0.0705956697347574, "loss_sem_seg": 0.316958031617105, "lr": 0.02, "mask_rcnn/accuracy": 0.9021360883310379, "mask_rcnn/false_negative": 0.09551026878324664, "mask_rcnn/false_positive": 0.10823158476063266, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5648428804961441, "total_loss": 1.1750902609201148} {"data_time": 0.012706169498414965, "eta_seconds": 93053.44968708284, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.3573971078976641, "fast_rcnn/fg_cls_accuracy": 0.6187425703341698, "iteration": 105019, "loss_box_reg": 0.23618247034028172, "loss_cls": 0.20960274897515774, "loss_mask": 0.2579407002776861, "loss_rpn_cls": 0.04607688164105639, "loss_rpn_loc": 0.07684925739886239, "loss_sem_seg": 0.33762581273913383, "lr": 0.02, "mask_rcnn/accuracy": 0.8918247310921169, "mask_rcnn/false_negative": 0.09346535487266602, "mask_rcnn/false_positive": 0.11736705525542311, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5688371090000146, "total_loss": 1.2044708802859532} {"data_time": 0.012807074497686699, "eta_seconds": 93044.28744677218, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.4201680672268907, "fast_rcnn/fg_cls_accuracy": 0.530366363412835, "iteration": 105039, "loss_box_reg": 0.2476491443812847, "loss_cls": 0.22832437371835113, "loss_mask": 0.2595872450619936, "loss_rpn_cls": 0.05127358651952818, "loss_rpn_loc": 0.07387681203545071, "loss_sem_seg": 0.36924291029572487, "lr": 0.02, "mask_rcnn/accuracy": 0.8708961432058477, "mask_rcnn/false_negative": 0.09827371912104982, "mask_rcnn/false_positive": 0.1441100435469599, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.56852286999856, "total_loss": 1.2674481419817312} {"data_time": 0.013136175999534316, "eta_seconds": 92941.40909219172, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.33488248179503877, "fast_rcnn/fg_cls_accuracy": 0.6515199046334348, "iteration": 105059, "loss_box_reg": 0.2257685186341405, "loss_cls": 0.22174221114255488, "loss_mask": 0.2655569361522794, "loss_rpn_cls": 0.04857450723648071, "loss_rpn_loc": 0.07252856250852346, "loss_sem_seg": 0.3220723341219127, "lr": 0.02, "mask_rcnn/accuracy": 0.8854086924624922, "mask_rcnn/false_negative": 0.09701920085035426, "mask_rcnn/false_positive": 0.14478570945175354, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5607800875040994, "total_loss": 1.1878059866430704} {"data_time": 0.012713906002318254, "eta_seconds": 92882.6172042819, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.377870661719814, "fast_rcnn/fg_cls_accuracy": 0.5811228272510092, "iteration": 105079, "loss_box_reg": 0.23901635687798262, "loss_cls": 0.22013978054746985, "loss_mask": 0.2445108904503286, "loss_rpn_cls": 0.04604393459158018, "loss_rpn_loc": 0.08434094439144246, "loss_sem_seg": 0.3455483238212764, "lr": 0.02, "mask_rcnn/accuracy": 0.9016034794046452, "mask_rcnn/false_negative": 0.08469820556851404, "mask_rcnn/false_positive": 0.10282362294190377, "roi_head/num_bg_samples": 456.25, "roi_head/num_fg_samples": 55.75, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5614998700002616, "total_loss": 1.1696296952432021} {"data_time": 0.011709383001289098, "eta_seconds": 92881.13499210653, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.3557248975409836, "fast_rcnn/fg_cls_accuracy": 0.634125256147541, "iteration": 105099, "loss_box_reg": 0.22829738655127585, "loss_cls": 0.22630652878433466, "loss_mask": 0.2619555192068219, "loss_rpn_cls": 0.042990010377252474, "loss_rpn_loc": 0.06481548614101484, "loss_sem_seg": 0.3580971856135875, "lr": 0.02, "mask_rcnn/accuracy": 0.8938847823860018, "mask_rcnn/false_negative": 0.07894557587897494, "mask_rcnn/false_positive": 0.12115685400555837, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 237.5, "rpn/num_pos_anchors": 18.5, "time": 0.5664711744975648, "total_loss": 1.2138550460513216} {"data_time": 0.011872738501551794, "eta_seconds": 92852.6647454247, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.3413594470046083, "fast_rcnn/fg_cls_accuracy": 0.6476507713884992, "iteration": 105119, "loss_box_reg": 0.23364426149055362, "loss_cls": 0.20731428870931268, "loss_mask": 0.2605260284617543, "loss_rpn_cls": 0.04375055246055126, "loss_rpn_loc": 0.08340733381919563, "loss_sem_seg": 0.3657267102971673, "lr": 0.02, "mask_rcnn/accuracy": 0.895078038458961, "mask_rcnn/false_negative": 0.092232774878214, "mask_rcnn/false_positive": 0.12416797187317033, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.5499249005006277, "total_loss": 1.2285075873951428} {"data_time": 0.011542237498360919, "eta_seconds": 92858.60483522643, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.41945712836123794, "fast_rcnn/fg_cls_accuracy": 0.5766701280719972, "iteration": 105139, "loss_box_reg": 0.22932015219703317, "loss_cls": 0.23078691377304494, "loss_mask": 0.252900748513639, "loss_rpn_cls": 0.040030454663792625, "loss_rpn_loc": 0.08011780741799157, "loss_sem_seg": 0.35002266243100166, "lr": 0.02, "mask_rcnn/accuracy": 0.8782810183828599, "mask_rcnn/false_negative": 0.11065573522208513, "mask_rcnn/false_positive": 0.13120171746233844, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5820793069979118, "total_loss": 1.184185220496147} {"data_time": 0.01230114299687557, "eta_seconds": 92885.06081669188, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.3773080010703773, "fast_rcnn/fg_cls_accuracy": 0.5979056918925865, "iteration": 105159, "loss_box_reg": 0.24071024369914085, "loss_cls": 0.2186029355507344, "loss_mask": 0.25638914108276367, "loss_rpn_cls": 0.04672002588631585, "loss_rpn_loc": 0.09117562940809876, "loss_sem_seg": 0.31274351361207664, "lr": 0.02, "mask_rcnn/accuracy": 0.8933650571611753, "mask_rcnn/false_negative": 0.09339682135185622, "mask_rcnn/false_positive": 0.11939681302809707, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5633385544970224, "total_loss": 1.1539431214041542} {"data_time": 0.013509482501831371, "eta_seconds": 92908.70115559608, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3817067530064755, "fast_rcnn/fg_cls_accuracy": 0.5589103596349974, "iteration": 105179, "loss_box_reg": 0.23138806968927383, "loss_cls": 0.2168866009451449, "loss_mask": 0.265038738027215, "loss_rpn_cls": 0.04376771891838871, "loss_rpn_loc": 0.08383313112426549, "loss_sem_seg": 0.3222695607692003, "lr": 0.02, "mask_rcnn/accuracy": 0.8727731119043363, "mask_rcnn/false_negative": 0.09777333795388526, "mask_rcnn/false_positive": 0.1468510314224815, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5640444659984496, "total_loss": 1.1546581550210249} {"data_time": 0.011810850002802908, "eta_seconds": 92838.74920989899, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.31550343249427915, "fast_rcnn/fg_cls_accuracy": 0.6703190743338008, "iteration": 105199, "loss_box_reg": 0.22647844348102808, "loss_cls": 0.2033813230227679, "loss_mask": 0.2605868186801672, "loss_rpn_cls": 0.03752980940043926, "loss_rpn_loc": 0.07225648930761963, "loss_sem_seg": 0.29243288841098547, "lr": 0.02, "mask_rcnn/accuracy": 0.8821168999260397, "mask_rcnn/false_negative": 0.10202990259583639, "mask_rcnn/false_positive": 0.12141176322011907, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5589720284988289, "total_loss": 1.0973845450935187} {"data_time": 0.011472632999357302, "eta_seconds": 92827.48243976897, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.30451127819548873, "fast_rcnn/fg_cls_accuracy": 0.6462148962148963, "iteration": 105219, "loss_box_reg": 0.23597797635011375, "loss_cls": 0.21271895430982113, "loss_mask": 0.26552451541647315, "loss_rpn_cls": 0.05103756574681029, "loss_rpn_loc": 0.0697004690009635, "loss_sem_seg": 0.32051917677745223, "lr": 0.02, "mask_rcnn/accuracy": 0.8974082543731778, "mask_rcnn/false_negative": 0.08027887118225, "mask_rcnn/false_positive": 0.11591661206803346, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5455499600029725, "total_loss": 1.214217740809545} {"data_time": 0.012353726498986362, "eta_seconds": 92802.2794430262, "fast_rcnn/cls_accuracy": 0.9052734375, "fast_rcnn/false_negative": 0.3606700450450451, "fast_rcnn/fg_cls_accuracy": 0.5731418918918919, "iteration": 105239, "loss_box_reg": 0.24221542058512568, "loss_cls": 0.23684195918031037, "loss_mask": 0.26271175034344196, "loss_rpn_cls": 0.045574910764116794, "loss_rpn_loc": 0.07849163506762125, "loss_sem_seg": 0.3394457455724478, "lr": 0.02, "mask_rcnn/accuracy": 0.8764254990758751, "mask_rcnn/false_negative": 0.10146658988805897, "mask_rcnn/false_positive": 0.14363802551131644, "roi_head/num_bg_samples": 431.75, "roi_head/num_fg_samples": 80.25, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5587764055017033, "total_loss": 1.2079991427308414} {"data_time": 0.012497146999521647, "eta_seconds": 92773.82380520503, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.3617721164613662, "fast_rcnn/fg_cls_accuracy": 0.6349384098544233, "iteration": 105259, "loss_box_reg": 0.23887636186555028, "loss_cls": 0.20875992975197732, "loss_mask": 0.251825881190598, "loss_rpn_cls": 0.03895223679137416, "loss_rpn_loc": 0.07057354089920409, "loss_sem_seg": 0.3253644615178928, "lr": 0.02, "mask_rcnn/accuracy": 0.8881441715405675, "mask_rcnn/false_negative": 0.10191875753931603, "mask_rcnn/false_positive": 0.09926119430915502, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5563438479985052, "total_loss": 1.160135615224135} {"data_time": 0.013444837997667491, "eta_seconds": 92762.56081374508, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3368055555555556, "fast_rcnn/fg_cls_accuracy": 0.6405336257309941, "iteration": 105279, "loss_box_reg": 0.22334657609462738, "loss_cls": 0.201522113988176, "loss_mask": 0.2477338006719947, "loss_rpn_cls": 0.03965586188132875, "loss_rpn_loc": 0.07476556824985892, "loss_sem_seg": 0.32006455631926656, "lr": 0.02, "mask_rcnn/accuracy": 0.8746329899884482, "mask_rcnn/false_negative": 0.09173193729179996, "mask_rcnn/false_positive": 0.14363027927863073, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5723597590003919, "total_loss": 1.135954625409795} {"data_time": 0.012270374500076286, "eta_seconds": 92751.29782228512, "fast_rcnn/cls_accuracy": 0.8994140625, "fast_rcnn/false_negative": 0.3520309477756286, "fast_rcnn/fg_cls_accuracy": 0.565015479876161, "iteration": 105299, "loss_box_reg": 0.2385256183333695, "loss_cls": 0.21381389163434505, "loss_mask": 0.25113107450306416, "loss_rpn_cls": 0.03818968971609138, "loss_rpn_loc": 0.07264608144760132, "loss_sem_seg": 0.2865892411209643, "lr": 0.02, "mask_rcnn/accuracy": 0.8717850950846856, "mask_rcnn/false_negative": 0.09973665624754141, "mask_rcnn/false_positive": 0.1410767361568946, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5621364440012258, "total_loss": 1.1448110769124469} {"data_time": 0.011329789998853812, "eta_seconds": 92721.60200449209, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.31470588235294117, "fast_rcnn/fg_cls_accuracy": 0.6703125, "iteration": 105319, "loss_box_reg": 0.2252767039462924, "loss_cls": 0.2104739430360496, "loss_mask": 0.24773223139345646, "loss_rpn_cls": 0.04260756366420537, "loss_rpn_loc": 0.0730315552209504, "loss_sem_seg": 0.30001160129904747, "lr": 0.02, "mask_rcnn/accuracy": 0.8969839859020532, "mask_rcnn/false_negative": 0.08755890765122988, "mask_rcnn/false_positive": 0.1096149456367648, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5682425244995102, "total_loss": 1.1446943506598473} {"data_time": 0.01227763850329211, "eta_seconds": 92693.77454382833, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.32933282533231734, "fast_rcnn/fg_cls_accuracy": 0.6578056551174831, "iteration": 105339, "loss_box_reg": 0.23397589661180973, "loss_cls": 0.21341917174868286, "loss_mask": 0.2658035457134247, "loss_rpn_cls": 0.03825652232626453, "loss_rpn_loc": 0.07335812109522521, "loss_sem_seg": 0.3155472786165774, "lr": 0.02, "mask_rcnn/accuracy": 0.9023825567963035, "mask_rcnn/false_negative": 0.09410248997536307, "mask_rcnn/false_positive": 0.10586769942571153, "roi_head/num_bg_samples": 457.25, "roi_head/num_fg_samples": 54.75, "rpn/num_neg_anchors": 234.5, "rpn/num_pos_anchors": 21.5, "time": 0.565011921000405, "total_loss": 1.1174199607630726} {"data_time": 0.012499903001298662, "eta_seconds": 92717.50884790526, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.35225044243554793, "fast_rcnn/fg_cls_accuracy": 0.6279475773664323, "iteration": 105359, "loss_box_reg": 0.22830997058190405, "loss_cls": 0.21714775171130896, "loss_mask": 0.2555489265359938, "loss_rpn_cls": 0.04706352803623304, "loss_rpn_loc": 0.07513370813103393, "loss_sem_seg": 0.34276437293738127, "lr": 0.02, "mask_rcnn/accuracy": 0.9069936539728127, "mask_rcnn/false_negative": 0.09846614894626626, "mask_rcnn/false_positive": 0.10292976035707652, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5719480945008399, "total_loss": 1.1961482514743693} {"data_time": 0.012598168996191816, "eta_seconds": 92706.24585644531, "fast_rcnn/cls_accuracy": 0.90380859375, "fast_rcnn/false_negative": 0.37583408957454756, "fast_rcnn/fg_cls_accuracy": 0.5555555555555556, "iteration": 105379, "loss_box_reg": 0.25772840448189527, "loss_cls": 0.23790778778493404, "loss_mask": 0.2636122051626444, "loss_rpn_cls": 0.059352264361223206, "loss_rpn_loc": 0.09042941313236952, "loss_sem_seg": 0.35796736367046833, "lr": 0.02, "mask_rcnn/accuracy": 0.8858949829931972, "mask_rcnn/false_negative": 0.12085138141062624, "mask_rcnn/false_positive": 0.1316583567153021, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5729283949985984, "total_loss": 1.2941767405136488} {"data_time": 0.01389762650069315, "eta_seconds": 92694.98286498536, "fast_rcnn/cls_accuracy": 0.9052734375, "fast_rcnn/false_negative": 0.3462543554006969, "fast_rcnn/fg_cls_accuracy": 0.6332842415316642, "iteration": 105399, "loss_box_reg": 0.23044632049277425, "loss_cls": 0.22303446056321263, "loss_mask": 0.2637671669945121, "loss_rpn_cls": 0.04846978164277971, "loss_rpn_loc": 0.08402718113211449, "loss_sem_seg": 0.303648145403713, "lr": 0.02, "mask_rcnn/accuracy": 0.8864974613033619, "mask_rcnn/false_negative": 0.10174047410619697, "mask_rcnn/false_positive": 0.1388826810202219, "roi_head/num_bg_samples": 429.75, "roi_head/num_fg_samples": 82.25, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.5697730039973976, "total_loss": 1.1182993747061118} {"data_time": 0.012684821002039826, "eta_seconds": 92689.84681313355, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.28095238095238095, "fast_rcnn/fg_cls_accuracy": 0.6891098484848486, "iteration": 105419, "loss_box_reg": 0.2351108017610386, "loss_cls": 0.20539592066779733, "loss_mask": 0.2489677146077156, "loss_rpn_cls": 0.049941944074817, "loss_rpn_loc": 0.07964222988812253, "loss_sem_seg": 0.3234437513165176, "lr": 0.02, "mask_rcnn/accuracy": 0.8988776829979314, "mask_rcnn/false_negative": 0.08376460378309356, "mask_rcnn/false_positive": 0.11472843498589366, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5627175954978156, "total_loss": 1.1160423998808255} {"data_time": 0.012885096999525558, "eta_seconds": 92701.88302255502, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.4024985521634814, "fast_rcnn/fg_cls_accuracy": 0.5323883268806461, "iteration": 105439, "loss_box_reg": 0.2467426867224276, "loss_cls": 0.22717037331312895, "loss_mask": 0.27082033455371857, "loss_rpn_cls": 0.04528165451483801, "loss_rpn_loc": 0.07657907301472733, "loss_sem_seg": 0.3371423790231347, "lr": 0.02, "mask_rcnn/accuracy": 0.8637962490190881, "mask_rcnn/false_negative": 0.12430648689757363, "mask_rcnn/false_positive": 0.12359973907714739, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5658398705018044, "total_loss": 1.2493190511449939} {"data_time": 0.012033720999170328, "eta_seconds": 92735.79669739414, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.39234631771150336, "fast_rcnn/fg_cls_accuracy": 0.6036214242239806, "iteration": 105459, "loss_box_reg": 0.22614609613083303, "loss_cls": 0.21688072569668293, "loss_mask": 0.2610965250059962, "loss_rpn_cls": 0.043689551239367574, "loss_rpn_loc": 0.08077430515550077, "loss_sem_seg": 0.32723007211461663, "lr": 0.02, "mask_rcnn/accuracy": 0.8867999588731796, "mask_rcnn/false_negative": 0.08808018594051449, "mask_rcnn/false_positive": 0.12908468791928812, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5680006969996612, "total_loss": 1.1410510691348463} {"data_time": 0.01268072250240948, "eta_seconds": 92720.90476473002, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.4186847486815197, "fast_rcnn/fg_cls_accuracy": 0.5493963315532853, "iteration": 105479, "loss_box_reg": 0.23936703521758318, "loss_cls": 0.21376507659442723, "loss_mask": 0.2584835165180266, "loss_rpn_cls": 0.051202097442001104, "loss_rpn_loc": 0.08411832331330515, "loss_sem_seg": 0.31421898514963686, "lr": 0.02, "mask_rcnn/accuracy": 0.8786604867510914, "mask_rcnn/false_negative": 0.11507692556395144, "mask_rcnn/false_positive": 0.14223013858577288, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.5609692809994158, "total_loss": 1.204821648192592} {"data_time": 0.012744758001645096, "eta_seconds": 92644.79186909353, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.4145854145854146, "fast_rcnn/fg_cls_accuracy": 0.5209507473658417, "iteration": 105499, "loss_box_reg": 0.24185409327037632, "loss_cls": 0.21638939646072686, "loss_mask": 0.2590417033061385, "loss_rpn_cls": 0.050561894255224615, "loss_rpn_loc": 0.086925757364952, "loss_sem_seg": 0.30998137238202617, "lr": 0.02, "mask_rcnn/accuracy": 0.8835805098862932, "mask_rcnn/false_negative": 0.10434690455570513, "mask_rcnn/false_positive": 0.1366533431567028, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5577202209969983, "total_loss": 1.1457165994652314} {"data_time": 0.013264257002447266, "eta_seconds": 92681.85766765197, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3685825892857143, "fast_rcnn/fg_cls_accuracy": 0.6253755006675568, "iteration": 105519, "loss_box_reg": 0.24194017751142383, "loss_cls": 0.21952869929373264, "loss_mask": 0.24973205849528313, "loss_rpn_cls": 0.04090552535490133, "loss_rpn_loc": 0.07782902254257351, "loss_sem_seg": 0.31299007311463356, "lr": 0.02, "mask_rcnn/accuracy": 0.9007394927849548, "mask_rcnn/false_negative": 0.09728724388550139, "mask_rcnn/false_positive": 0.11290318824186658, "roi_head/num_bg_samples": 431.75, "roi_head/num_fg_samples": 80.25, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5711717400008638, "total_loss": 1.172750852740137} {"data_time": 0.013042289996519685, "eta_seconds": 92686.06465717792, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.39973349883177567, "fast_rcnn/fg_cls_accuracy": 0.49973231200065893, "iteration": 105539, "loss_box_reg": 0.24382445868104696, "loss_cls": 0.2228979233186692, "loss_mask": 0.2571700867265463, "loss_rpn_cls": 0.04832535923924297, "loss_rpn_loc": 0.07935207826085389, "loss_sem_seg": 0.3085647067055106, "lr": 0.02, "mask_rcnn/accuracy": 0.8803033846352972, "mask_rcnn/false_negative": 0.08998469666812939, "mask_rcnn/false_positive": 0.15316471507757778, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5676809124997817, "total_loss": 1.1745710888935719} {"data_time": 0.012995778499316657, "eta_seconds": 92627.32513082403, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.40129480801122597, "fast_rcnn/fg_cls_accuracy": 0.5766465343687086, "iteration": 105559, "loss_box_reg": 0.2282954944530502, "loss_cls": 0.20860670343972743, "loss_mask": 0.26200111396610737, "loss_rpn_cls": 0.043587163352640346, "loss_rpn_loc": 0.07295040940516628, "loss_sem_seg": 0.32067227317020297, "lr": 0.02, "mask_rcnn/accuracy": 0.8610886811724212, "mask_rcnn/false_negative": 0.09343814161302086, "mask_rcnn/false_positive": 0.15228520059103223, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5565203535006731, "total_loss": 1.143950791534735} {"data_time": 0.012273813001229428, "eta_seconds": 92609.10958021159, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.35569679849340863, "fast_rcnn/fg_cls_accuracy": 0.5794987922705314, "iteration": 105579, "loss_box_reg": 0.24342729896306992, "loss_cls": 0.22079881257377565, "loss_mask": 0.26352489506825805, "loss_rpn_cls": 0.035297348484164104, "loss_rpn_loc": 0.06915097258752212, "loss_sem_seg": 0.30864860164001584, "lr": 0.02, "mask_rcnn/accuracy": 0.8735148425733128, "mask_rcnn/false_negative": 0.09631566694387816, "mask_rcnn/false_positive": 0.13341434822596485, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.5718311620003078, "total_loss": 1.1425931702833623} {"data_time": 0.012416015499184141, "eta_seconds": 92656.89228124476, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.37716677803545456, "fast_rcnn/fg_cls_accuracy": 0.5363520408163265, "iteration": 105599, "loss_box_reg": 0.23415149189531803, "loss_cls": 0.22663483256474137, "loss_mask": 0.2647878909483552, "loss_rpn_cls": 0.04521108842800459, "loss_rpn_loc": 0.07069237827090546, "loss_sem_seg": 0.367271994240582, "lr": 0.02, "mask_rcnn/accuracy": 0.8892234695187278, "mask_rcnn/false_negative": 0.10406253275695998, "mask_rcnn/false_positive": 0.11291459849492208, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.585702227002912, "total_loss": 1.2155553777702153} {"data_time": 0.013248658502561739, "eta_seconds": 92680.90805594723, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.415719696969697, "fast_rcnn/fg_cls_accuracy": 0.584280303030303, "iteration": 105619, "loss_box_reg": 0.2333744978532195, "loss_cls": 0.20517282746732235, "loss_mask": 0.2553270235657692, "loss_rpn_cls": 0.03740552958333865, "loss_rpn_loc": 0.06671875936444849, "loss_sem_seg": 0.32234577857889235, "lr": 0.02, "mask_rcnn/accuracy": 0.883631645889797, "mask_rcnn/false_negative": 0.091449006283567, "mask_rcnn/false_positive": 0.12126495295628356, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5628493379990687, "total_loss": 1.1732293973691412} {"data_time": 0.011673998000333086, "eta_seconds": 92746.34769308975, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.3331199043838306, "fast_rcnn/fg_cls_accuracy": 0.5840736553060895, "iteration": 105639, "loss_box_reg": 0.2238520449027419, "loss_cls": 0.20816113660112023, "loss_mask": 0.2646384481340647, "loss_rpn_cls": 0.052285195954027586, "loss_rpn_loc": 0.07925597275607288, "loss_sem_seg": 0.3495477056130767, "lr": 0.02, "mask_rcnn/accuracy": 0.8922791104526542, "mask_rcnn/false_negative": 0.1108302871562962, "mask_rcnn/false_positive": 0.1135327824891938, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5687388879996433, "total_loss": 1.1916561524922145} {"data_time": 0.011904389000847004, "eta_seconds": 92687.85308099983, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.33727460833579664, "fast_rcnn/fg_cls_accuracy": 0.5306692509405997, "iteration": 105659, "loss_box_reg": 0.24360442301258445, "loss_cls": 0.20428570942021906, "loss_mask": 0.254324683919549, "loss_rpn_cls": 0.039890696556540206, "loss_rpn_loc": 0.06859810947207734, "loss_sem_seg": 0.3508320322725922, "lr": 0.02, "mask_rcnn/accuracy": 0.8892315132853825, "mask_rcnn/false_negative": 0.08743045022807722, "mask_rcnn/false_positive": 0.14763438720385513, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5635049595002783, "total_loss": 1.1903514211298898} {"data_time": 0.011772003996156855, "eta_seconds": 92676.57313830982, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.3566706730769231, "fast_rcnn/fg_cls_accuracy": 0.6143735491561578, "iteration": 105679, "loss_box_reg": 0.23840083042159677, "loss_cls": 0.2181464177556336, "loss_mask": 0.2525584641844034, "loss_rpn_cls": 0.03935825059306808, "loss_rpn_loc": 0.08327062474563718, "loss_sem_seg": 0.3249392108991742, "lr": 0.02, "mask_rcnn/accuracy": 0.8836236706533263, "mask_rcnn/false_negative": 0.11010278947368514, "mask_rcnn/false_positive": 0.1249006418367711, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5588226809995831, "total_loss": 1.1732279629795812} {"data_time": 0.012459700501494808, "eta_seconds": 92665.2931956198, "fast_rcnn/cls_accuracy": 0.90283203125, "fast_rcnn/false_negative": 0.3783878691141261, "fast_rcnn/fg_cls_accuracy": 0.5458715596330275, "iteration": 105699, "loss_box_reg": 0.23594937892630696, "loss_cls": 0.21650321362540126, "loss_mask": 0.25969004910439253, "loss_rpn_cls": 0.04565799090778455, "loss_rpn_loc": 0.07995414221659303, "loss_sem_seg": 0.3053491339087486, "lr": 0.02, "mask_rcnn/accuracy": 0.8771969010027736, "mask_rcnn/false_negative": 0.09143712312994612, "mask_rcnn/false_positive": 0.15113698744147425, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 199.25, "rpn/num_pos_anchors": 56.75, "time": 0.5566055710005458, "total_loss": 1.1741834252025} {"data_time": 0.012510876498708967, "eta_seconds": 92668.33872019357, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.31651728553137004, "fast_rcnn/fg_cls_accuracy": 0.6410511363636364, "iteration": 105719, "loss_box_reg": 0.2289714072830975, "loss_cls": 0.220804137410596, "loss_mask": 0.25520912278443575, "loss_rpn_cls": 0.045973152125952765, "loss_rpn_loc": 0.07024224285851233, "loss_sem_seg": 0.30919016106054187, "lr": 0.02, "mask_rcnn/accuracy": 0.9050923033022149, "mask_rcnn/false_negative": 0.09931604834509983, "mask_rcnn/false_positive": 0.127297758290879, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.5536662810009148, "total_loss": 1.148838742316002} {"data_time": 0.012533508001070004, "eta_seconds": 92689.91925343977, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3211984536082474, "fast_rcnn/fg_cls_accuracy": 0.6335810756812914, "iteration": 105739, "loss_box_reg": 0.2534003939945251, "loss_cls": 0.21479246951639652, "loss_mask": 0.2474825493991375, "loss_rpn_cls": 0.044112233896157704, "loss_rpn_loc": 0.07853714429074898, "loss_sem_seg": 0.29752270644530654, "lr": 0.02, "mask_rcnn/accuracy": 0.8879676764815952, "mask_rcnn/false_negative": 0.0964373361174956, "mask_rcnn/false_positive": 0.11115184843428218, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5691645220031205, "total_loss": 1.1836850242252694} {"data_time": 0.013029975500103319, "eta_seconds": 92645.77534677359, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.33598200899550223, "fast_rcnn/fg_cls_accuracy": 0.606813369630974, "iteration": 105759, "loss_box_reg": 0.2312711477279663, "loss_cls": 0.22750949719920754, "loss_mask": 0.2559369411319494, "loss_rpn_cls": 0.048836373433005065, "loss_rpn_loc": 0.07583968620747328, "loss_sem_seg": 0.3425105046480894, "lr": 0.02, "mask_rcnn/accuracy": 0.8908976484739582, "mask_rcnn/false_negative": 0.1017944476660426, "mask_rcnn/false_positive": 0.11652562238977854, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.5674036255004467, "total_loss": 1.1779573058302049} {"data_time": 0.011782202498579863, "eta_seconds": 92605.3551071787, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3785103785103785, "fast_rcnn/fg_cls_accuracy": 0.6002214839424143, "iteration": 105779, "loss_box_reg": 0.23611191846430302, "loss_cls": 0.21951194270513952, "loss_mask": 0.2584741502068937, "loss_rpn_cls": 0.045670926599996164, "loss_rpn_loc": 0.07184879692795221, "loss_sem_seg": 0.38822448858991265, "lr": 0.02, "mask_rcnn/accuracy": 0.8788466360304504, "mask_rcnn/false_negative": 0.09088921219623962, "mask_rcnn/false_positive": 0.18243325351244682, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5624443625019921, "total_loss": 1.2288305037509417} {"data_time": 0.0138293394993525, "eta_seconds": 92540.21009181009, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.35871459694989105, "fast_rcnn/fg_cls_accuracy": 0.6206971677559914, "iteration": 105799, "loss_box_reg": 0.23931241012178361, "loss_cls": 0.21592183923348784, "loss_mask": 0.264850165694952, "loss_rpn_cls": 0.05133565643336624, "loss_rpn_loc": 0.09263882745290175, "loss_sem_seg": 0.32421915512531996, "lr": 0.02, "mask_rcnn/accuracy": 0.8836384388192363, "mask_rcnn/false_negative": 0.10417876192807211, "mask_rcnn/false_positive": 0.1214603410478304, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.5504008515017631, "total_loss": 1.2108450944069773} {"data_time": 0.0122874575026799, "eta_seconds": 92557.77272094369, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.32098765432098764, "fast_rcnn/fg_cls_accuracy": 0.6441441441441441, "iteration": 105819, "loss_box_reg": 0.2439886354841292, "loss_cls": 0.21908925892785192, "loss_mask": 0.24784028809517622, "loss_rpn_cls": 0.044369256123900414, "loss_rpn_loc": 0.07944571663392708, "loss_sem_seg": 0.3404822191223502, "lr": 0.02, "mask_rcnn/accuracy": 0.89621771122242, "mask_rcnn/false_negative": 0.0875420511543997, "mask_rcnn/false_positive": 0.12981481405260378, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5694936990039423, "total_loss": 1.1737185918027535} {"data_time": 0.012380632502754452, "eta_seconds": 92546.49763153371, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.40874818313953487, "fast_rcnn/fg_cls_accuracy": 0.5209455818965517, "iteration": 105839, "loss_box_reg": 0.23284155316650867, "loss_cls": 0.21886820392683148, "loss_mask": 0.26149781001731753, "loss_rpn_cls": 0.056821871316060424, "loss_rpn_loc": 0.08349400525912642, "loss_sem_seg": 0.31054060626775026, "lr": 0.02, "mask_rcnn/accuracy": 0.881847564497497, "mask_rcnn/false_negative": 0.10835375665587434, "mask_rcnn/false_positive": 0.13462159447377386, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5612756709997484, "total_loss": 1.216398701799335} {"data_time": 0.012919921002321644, "eta_seconds": 92510.3555083959, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.35428246966708504, "fast_rcnn/fg_cls_accuracy": 0.5581065088757396, "iteration": 105859, "loss_box_reg": 0.22135399631224573, "loss_cls": 0.20539581507910043, "loss_mask": 0.2687924252822995, "loss_rpn_cls": 0.04081366944592446, "loss_rpn_loc": 0.07422466072603129, "loss_sem_seg": 0.3610125435516238, "lr": 0.02, "mask_rcnn/accuracy": 0.8917286200194363, "mask_rcnn/false_negative": 0.09903180464797277, "mask_rcnn/false_positive": 0.11820666150610855, "roi_head/num_bg_samples": 460.25, "roi_head/num_fg_samples": 51.75, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.55768101349895, "total_loss": 1.1840187232883181} {"data_time": 0.012581042999954661, "eta_seconds": 92495.1237841302, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3212594696969697, "fast_rcnn/fg_cls_accuracy": 0.6340653153153153, "iteration": 105879, "loss_box_reg": 0.22805106500163674, "loss_cls": 0.20619483152404428, "loss_mask": 0.2542266119271517, "loss_rpn_cls": 0.04186509782448411, "loss_rpn_loc": 0.07779638466308825, "loss_sem_seg": 0.3211151803843677, "lr": 0.02, "mask_rcnn/accuracy": 0.8769216643312484, "mask_rcnn/false_negative": 0.09952135367902862, "mask_rcnn/false_positive": 0.13897204324925805, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.5642947654960153, "total_loss": 1.1559285910334438} {"data_time": 0.011774709997553146, "eta_seconds": 92467.73502787165, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.30438311688311687, "fast_rcnn/fg_cls_accuracy": 0.6556919642857143, "iteration": 105899, "loss_box_reg": 0.24142441572621465, "loss_cls": 0.2153961295261979, "loss_mask": 0.26503084320575, "loss_rpn_cls": 0.04098598920973018, "loss_rpn_loc": 0.08131021878216416, "loss_sem_seg": 0.36503786453977227, "lr": 0.02, "mask_rcnn/accuracy": 0.8919446194469691, "mask_rcnn/false_negative": 0.09673547154855952, "mask_rcnn/false_positive": 0.12336745792091558, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5570077070005937, "total_loss": 1.194895018779789} {"data_time": 0.012767800497385906, "eta_seconds": 92472.58063029026, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3681188118811881, "fast_rcnn/fg_cls_accuracy": 0.5958711100220534, "iteration": 105919, "loss_box_reg": 0.23009298322722316, "loss_cls": 0.20579788251779974, "loss_mask": 0.24569304939359426, "loss_rpn_cls": 0.04222563252551481, "loss_rpn_loc": 0.07088151649804786, "loss_sem_seg": 0.34412912745028734, "lr": 0.02, "mask_rcnn/accuracy": 0.8859522709734688, "mask_rcnn/false_negative": 0.09403794000524279, "mask_rcnn/false_positive": 0.14105877346025736, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.564304085502954, "total_loss": 1.1637313588289544} {"data_time": 0.013297687499289168, "eta_seconds": 92423.16290267509, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.29608858211101524, "fast_rcnn/fg_cls_accuracy": 0.660006497725796, "iteration": 105939, "loss_box_reg": 0.22202440025284886, "loss_cls": 0.21041262242943048, "loss_mask": 0.2515733032487333, "loss_rpn_cls": 0.04398036211205181, "loss_rpn_loc": 0.07561243022792041, "loss_sem_seg": 0.29897322808392346, "lr": 0.02, "mask_rcnn/accuracy": 0.9079704812595291, "mask_rcnn/false_negative": 0.09551816119917575, "mask_rcnn/false_positive": 0.09927458447226398, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.5621415230016282, "total_loss": 1.1143464261258487} {"data_time": 0.012646091003261972, "eta_seconds": 92411.89597599505, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.32437617422137544, "fast_rcnn/fg_cls_accuracy": 0.5930938220657846, "iteration": 105959, "loss_box_reg": 0.22829960123635828, "loss_cls": 0.2211941636633128, "loss_mask": 0.2588851754553616, "loss_rpn_cls": 0.04658043562085368, "loss_rpn_loc": 0.07242682611104101, "loss_sem_seg": 0.3304146374575794, "lr": 0.02, "mask_rcnn/accuracy": 0.8851889006261503, "mask_rcnn/false_negative": 0.0970057061525694, "mask_rcnn/false_positive": 0.13927381860319876, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.5609611440013396, "total_loss": 1.209373090416193} {"data_time": 0.012701525000011316, "eta_seconds": 92400.62904931502, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.3795984864410343, "fast_rcnn/fg_cls_accuracy": 0.6204015135589658, "iteration": 105979, "loss_box_reg": 0.22893111500889063, "loss_cls": 0.21580413822084665, "loss_mask": 0.24944715341553092, "loss_rpn_cls": 0.050025751392240636, "loss_rpn_loc": 0.07892899042053614, "loss_sem_seg": 0.36082691652700305, "lr": 0.02, "mask_rcnn/accuracy": 0.8868992462049033, "mask_rcnn/false_negative": 0.09770825115502152, "mask_rcnn/false_positive": 0.1370741261300613, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5618629809978302, "total_loss": 1.1957475835224614} {"data_time": 0.01211833200068213, "eta_seconds": 92435.60097381464, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.30061141304347827, "fast_rcnn/fg_cls_accuracy": 0.6707715395480226, "iteration": 105999, "loss_box_reg": 0.2370001720264554, "loss_cls": 0.21917233266867697, "loss_mask": 0.2604728853330016, "loss_rpn_cls": 0.04445599203609163, "loss_rpn_loc": 0.06889080826658756, "loss_sem_seg": 0.3426142034586519, "lr": 0.02, "mask_rcnn/accuracy": 0.9003253266810686, "mask_rcnn/false_negative": 0.10121552775732179, "mask_rcnn/false_positive": 0.1380297099287831, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5760973895012285, "total_loss": 1.1761538155260496} {"data_time": 0.013178995501220925, "eta_seconds": 92416.22274569041, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.33371212121212124, "fast_rcnn/fg_cls_accuracy": 0.6192484662576687, "iteration": 106019, "loss_box_reg": 0.23756156116724014, "loss_cls": 0.23384797433391213, "loss_mask": 0.2622042018920183, "loss_rpn_cls": 0.05158188223140314, "loss_rpn_loc": 0.07928219641325995, "loss_sem_seg": 0.3461745111271739, "lr": 0.02, "mask_rcnn/accuracy": 0.8930247813411079, "mask_rcnn/false_negative": 0.09016691307891364, "mask_rcnn/false_positive": 0.1225920022438844, "roi_head/num_bg_samples": 431.75, "roi_head/num_fg_samples": 80.25, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5746423074997438, "total_loss": 1.237688844994409} {"data_time": 0.011811926000518724, "eta_seconds": 92404.95116877044, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.30034375, "fast_rcnn/fg_cls_accuracy": 0.5712673611111111, "iteration": 106039, "loss_box_reg": 0.23408693494275212, "loss_cls": 0.21275862795300782, "loss_mask": 0.2639680504798889, "loss_rpn_cls": 0.047502334986347705, "loss_rpn_loc": 0.0863268892862834, "loss_sem_seg": 0.3433339870534837, "lr": 0.02, "mask_rcnn/accuracy": 0.8864387672766794, "mask_rcnn/false_negative": 0.09627509535172465, "mask_rcnn/false_positive": 0.12095493818806374, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5641479439982504, "total_loss": 1.1876238956901943} {"data_time": 0.013469287499901839, "eta_seconds": 92393.67959185046, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.33095238095238094, "fast_rcnn/fg_cls_accuracy": 0.6165351223362273, "iteration": 106059, "loss_box_reg": 0.25095650856383145, "loss_cls": 0.21809729002416134, "loss_mask": 0.2684714365750551, "loss_rpn_cls": 0.04706941806944087, "loss_rpn_loc": 0.08440135093405843, "loss_sem_seg": 0.31321979220956564, "lr": 0.02, "mask_rcnn/accuracy": 0.9018480236922355, "mask_rcnn/false_negative": 0.0743104152125152, "mask_rcnn/false_positive": 0.1250043306250424, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5655968540013419, "total_loss": 1.184394534677267} {"data_time": 0.012823054003092693, "eta_seconds": 92386.36285444688, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.31682930731083025, "fast_rcnn/fg_cls_accuracy": 0.6702127659574468, "iteration": 106079, "loss_box_reg": 0.2303772484883666, "loss_cls": 0.2173140444792807, "loss_mask": 0.2599176364019513, "loss_rpn_cls": 0.043883849735721014, "loss_rpn_loc": 0.08390944235725328, "loss_sem_seg": 0.32353624468669295, "lr": 0.02, "mask_rcnn/accuracy": 0.8925970936238057, "mask_rcnn/false_negative": 0.08641644994118869, "mask_rcnn/false_positive": 0.1313098946146634, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5657845800014911, "total_loss": 1.1508892378187738} {"data_time": 0.012149987000157125, "eta_seconds": 92376.30554749261, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.2785794602698651, "fast_rcnn/fg_cls_accuracy": 0.6898458956362526, "iteration": 106099, "loss_box_reg": 0.23057617014274, "loss_cls": 0.2114132889546454, "loss_mask": 0.2417798542883247, "loss_rpn_cls": 0.042287320480681956, "loss_rpn_loc": 0.07967387494863942, "loss_sem_seg": 0.29096659854985774, "lr": 0.02, "mask_rcnn/accuracy": 0.89675123227257, "mask_rcnn/false_negative": 0.09170360570696469, "mask_rcnn/false_positive": 0.10925175346885058, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.56599508400177, "total_loss": 1.1051567471949966} {"data_time": 0.013236627502919873, "eta_seconds": 92425.25452784421, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.3362903225806452, "fast_rcnn/fg_cls_accuracy": 0.5736228813559322, "iteration": 106119, "loss_box_reg": 0.22638594987802207, "loss_cls": 0.20804048096761107, "loss_mask": 0.246047283988446, "loss_rpn_cls": 0.04115198890212923, "loss_rpn_loc": 0.0740914370981045, "loss_sem_seg": 0.3278010403737426, "lr": 0.02, "mask_rcnn/accuracy": 0.907274800573181, "mask_rcnn/false_negative": 0.058487865004177395, "mask_rcnn/false_positive": 0.09337381663471483, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.5681800185011525, "total_loss": 1.1045120495255105} {"data_time": 0.012965226502274163, "eta_seconds": 92387.72288132795, "fast_rcnn/cls_accuracy": 0.90869140625, "fast_rcnn/false_negative": 0.4324450677886863, "fast_rcnn/fg_cls_accuracy": 0.5165631469979296, "iteration": 106139, "loss_box_reg": 0.26420052303001285, "loss_cls": 0.2442972781136632, "loss_mask": 0.2645077807828784, "loss_rpn_cls": 0.04932173722772859, "loss_rpn_loc": 0.07248802063986659, "loss_sem_seg": 0.3362584733404219, "lr": 0.02, "mask_rcnn/accuracy": 0.8801183714725782, "mask_rcnn/false_negative": 0.08877741925662988, "mask_rcnn/false_positive": 0.134519746130036, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5513981639996928, "total_loss": 1.2435012268833816} {"data_time": 0.012270074501429917, "eta_seconds": 92376.44652845798, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.38810121060093794, "fast_rcnn/fg_cls_accuracy": 0.6118987893990621, "iteration": 106159, "loss_box_reg": 0.21557579096406698, "loss_cls": 0.20353554468601942, "loss_mask": 0.2614801153540611, "loss_rpn_cls": 0.041388417419511825, "loss_rpn_loc": 0.07244497386272997, "loss_sem_seg": 0.31384854298084974, "lr": 0.02, "mask_rcnn/accuracy": 0.8758428815134065, "mask_rcnn/false_negative": 0.10063974869426676, "mask_rcnn/false_positive": 0.15539083010937554, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5628601974967751, "total_loss": 1.1075751310199848} {"data_time": 0.012713977997918846, "eta_seconds": 92303.0282020595, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.2645043398812243, "fast_rcnn/fg_cls_accuracy": 0.6523517382413088, "iteration": 106179, "loss_box_reg": 0.23558909236453474, "loss_cls": 0.2193160515744239, "loss_mask": 0.25088011007755995, "loss_rpn_cls": 0.04399061488220468, "loss_rpn_loc": 0.08710756516666152, "loss_sem_seg": 0.3192174336872995, "lr": 0.02, "mask_rcnn/accuracy": 0.8957791680721876, "mask_rcnn/false_negative": 0.10738311816167496, "mask_rcnn/false_positive": 0.10374605983343076, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 238.5, "rpn/num_pos_anchors": 17.5, "time": 0.5583452600039891, "total_loss": 1.1579423177754506} {"data_time": 0.01347932649878203, "eta_seconds": 92319.94450909291, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3239775051124744, "fast_rcnn/fg_cls_accuracy": 0.6269745422926429, "iteration": 106199, "loss_box_reg": 0.23511279514059424, "loss_cls": 0.21596764074638486, "loss_mask": 0.2583967763930559, "loss_rpn_cls": 0.04722499623312615, "loss_rpn_loc": 0.07239479967392981, "loss_sem_seg": 0.32618410140275955, "lr": 0.02, "mask_rcnn/accuracy": 0.8956824184164444, "mask_rcnn/false_negative": 0.09972784730759013, "mask_rcnn/false_positive": 0.1064506028196276, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5556967539960169, "total_loss": 1.1901030910667032} {"data_time": 0.01192597199769807, "eta_seconds": 92368.856742544, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.4214638157894737, "fast_rcnn/fg_cls_accuracy": 0.5689668062200957, "iteration": 106219, "loss_box_reg": 0.24508105032145977, "loss_cls": 0.21449223626405, "loss_mask": 0.2613148335367441, "loss_rpn_cls": 0.04954018699936569, "loss_rpn_loc": 0.06960821436950937, "loss_sem_seg": 0.2906197989359498, "lr": 0.02, "mask_rcnn/accuracy": 0.8765029212442552, "mask_rcnn/false_negative": 0.10197024150763384, "mask_rcnn/false_positive": 0.14839918028568355, "roi_head/num_bg_samples": 431.25, "roi_head/num_fg_samples": 80.75, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5589471434977895, "total_loss": 1.141580131254159} {"data_time": 0.012661979002587032, "eta_seconds": 92436.38626551924, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.34852505869143613, "fast_rcnn/fg_cls_accuracy": 0.6310605287332858, "iteration": 106239, "loss_box_reg": 0.23882555635645986, "loss_cls": 0.2137305405922234, "loss_mask": 0.2548833917826414, "loss_rpn_cls": 0.046337549916643184, "loss_rpn_loc": 0.07998271839460358, "loss_sem_seg": 0.3231611473020166, "lr": 0.02, "mask_rcnn/accuracy": 0.8677018901833746, "mask_rcnn/false_negative": 0.09894720938806484, "mask_rcnn/false_positive": 0.13683530770114888, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5696762429979572, "total_loss": 1.2230613815772813} {"data_time": 0.013541551998059731, "eta_seconds": 92455.89782998423, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.3311390532544379, "fast_rcnn/fg_cls_accuracy": 0.6399691358024692, "iteration": 106259, "loss_box_reg": 0.23833872005343437, "loss_cls": 0.22663583606481552, "loss_mask": 0.2599804224446416, "loss_rpn_cls": 0.04302730323979631, "loss_rpn_loc": 0.07396097417222336, "loss_sem_seg": 0.318121480057016, "lr": 0.02, "mask_rcnn/accuracy": 0.8916402270920335, "mask_rcnn/false_negative": 0.08634624791011794, "mask_rcnn/false_positive": 0.11374766593108131, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 0.5727726799959783, "total_loss": 1.1782206752686761} {"data_time": 0.01291974449850386, "eta_seconds": 92439.26717257423, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.35297634865798566, "fast_rcnn/fg_cls_accuracy": 0.6082912569758172, "iteration": 106279, "loss_box_reg": 0.2335419775918126, "loss_cls": 0.19707058486528695, "loss_mask": 0.2580767497420311, "loss_rpn_cls": 0.045161919959355146, "loss_rpn_loc": 0.07736487808870152, "loss_sem_seg": 0.3293246887624264, "lr": 0.02, "mask_rcnn/accuracy": 0.8862893743056699, "mask_rcnn/false_negative": 0.09620313828021512, "mask_rcnn/false_positive": 0.13361368051613415, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.556203280997579, "total_loss": 1.1810275195457507} {"data_time": 0.012716646499029594, "eta_seconds": 92440.01492469173, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.3954805491990847, "fast_rcnn/fg_cls_accuracy": 0.5804061784897026, "iteration": 106299, "loss_box_reg": 0.22980846231803298, "loss_cls": 0.22070517111569643, "loss_mask": 0.2706098686903715, "loss_rpn_cls": 0.04046523186843842, "loss_rpn_loc": 0.09121045575011522, "loss_sem_seg": 0.3191842003725469, "lr": 0.02, "mask_rcnn/accuracy": 0.8767223336121005, "mask_rcnn/false_negative": 0.11527839984795313, "mask_rcnn/false_positive": 0.13159445000622189, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5712890960021468, "total_loss": 1.1684579195571132} {"data_time": 0.01218154599700938, "eta_seconds": 92445.52833615495, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.33526862157534243, "fast_rcnn/fg_cls_accuracy": 0.6026270418748721, "iteration": 106319, "loss_box_reg": 0.24535927921533585, "loss_cls": 0.21837004437111318, "loss_mask": 0.26091507263481617, "loss_rpn_cls": 0.04245621507288888, "loss_rpn_loc": 0.08043548854766414, "loss_sem_seg": 0.33473691483959556, "lr": 0.02, "mask_rcnn/accuracy": 0.8842349961046287, "mask_rcnn/false_negative": 0.09208894228975739, "mask_rcnn/false_positive": 0.13233208098124122, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5724273765008547, "total_loss": 1.196943348935747} {"data_time": 0.012325049498031149, "eta_seconds": 92434.23251949497, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.28400621118012426, "fast_rcnn/fg_cls_accuracy": 0.6257904245709124, "iteration": 106339, "loss_box_reg": 0.24027049401775002, "loss_cls": 0.21366420318372548, "loss_mask": 0.2554231146350503, "loss_rpn_cls": 0.04321414843434468, "loss_rpn_loc": 0.07459651411045343, "loss_sem_seg": 0.32556320866569877, "lr": 0.02, "mask_rcnn/accuracy": 0.8808103937777643, "mask_rcnn/false_negative": 0.08076605017739219, "mask_rcnn/false_positive": 0.1235344589310558, "roi_head/num_bg_samples": 460.75, "roi_head/num_fg_samples": 51.25, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5658361070018145, "total_loss": 1.1151346485130489} {"data_time": 0.012595378499099752, "eta_seconds": 92394.09800445403, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.3998810742041652, "fast_rcnn/fg_cls_accuracy": 0.5124237804878049, "iteration": 106359, "loss_box_reg": 0.2502705371007323, "loss_cls": 0.23065965122077614, "loss_mask": 0.2725780149921775, "loss_rpn_cls": 0.050280758732696995, "loss_rpn_loc": 0.07774770527612418, "loss_sem_seg": 0.33576894202269614, "lr": 0.02, "mask_rcnn/accuracy": 0.8946979359925789, "mask_rcnn/false_negative": 0.08936338542081435, "mask_rcnn/false_positive": 0.1304176746739648, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5612557850035955, "total_loss": 1.2582785389386117} {"data_time": 0.012196050000056857, "eta_seconds": 92304.88243749681, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.30953355155482815, "fast_rcnn/fg_cls_accuracy": 0.6547619047619048, "iteration": 106379, "loss_box_reg": 0.2305719624273479, "loss_cls": 0.21183354733511806, "loss_mask": 0.24276155605912209, "loss_rpn_cls": 0.04835394333349541, "loss_rpn_loc": 0.0747150945244357, "loss_sem_seg": 0.35214379616081715, "lr": 0.02, "mask_rcnn/accuracy": 0.904740397064395, "mask_rcnn/false_negative": 0.08553037500212493, "mask_rcnn/false_positive": 0.08879535646299633, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5635155269992538, "total_loss": 1.1689533235621639} {"data_time": 0.012471608504711185, "eta_seconds": 92322.34322074754, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3694477791116446, "fast_rcnn/fg_cls_accuracy": 0.5478991596638656, "iteration": 106399, "loss_box_reg": 0.2451895452104509, "loss_cls": 0.2144880797713995, "loss_mask": 0.26149939512833953, "loss_rpn_cls": 0.04357007998623885, "loss_rpn_loc": 0.07250526320422068, "loss_sem_seg": 0.3375999042764306, "lr": 0.02, "mask_rcnn/accuracy": 0.8987974820085317, "mask_rcnn/false_negative": 0.08827647736301247, "mask_rcnn/false_positive": 0.12475758464403039, "roi_head/num_bg_samples": 460.0, "roi_head/num_fg_samples": 52.0, "rpn/num_neg_anchors": 235.0, "rpn/num_pos_anchors": 21.0, "time": 0.5732095260027563, "total_loss": 1.1770747342379764} {"data_time": 0.013228152998635778, "eta_seconds": 92360.22112836389, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3447891321978913, "fast_rcnn/fg_cls_accuracy": 0.6252295684113865, "iteration": 106419, "loss_box_reg": 0.22813233267515898, "loss_cls": 0.21585830114781857, "loss_mask": 0.2547827437520027, "loss_rpn_cls": 0.03988276602467522, "loss_rpn_loc": 0.07230152806732804, "loss_sem_seg": 0.3313713183160871, "lr": 0.02, "mask_rcnn/accuracy": 0.8925526689879888, "mask_rcnn/false_negative": 0.09410649643282487, "mask_rcnn/false_positive": 0.11660855452361135, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5659765414966387, "total_loss": 1.151723946328275} {"data_time": 0.012444467498426093, "eta_seconds": 92271.03413595697, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.36602870813397126, "fast_rcnn/fg_cls_accuracy": 0.6069308659217877, "iteration": 106439, "loss_box_reg": 0.2238852921873331, "loss_cls": 0.20357685768976808, "loss_mask": 0.25641947612166405, "loss_rpn_cls": 0.04162980651381076, "loss_rpn_loc": 0.0751526951789856, "loss_sem_seg": 0.3499505026265979, "lr": 0.02, "mask_rcnn/accuracy": 0.8873932061811509, "mask_rcnn/false_negative": 0.09065404434856768, "mask_rcnn/false_positive": 0.12957236238769654, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5614443350023066, "total_loss": 1.190031627251301} {"data_time": 0.012217388000863139, "eta_seconds": 92255.31270265808, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.43320035460992906, "fast_rcnn/fg_cls_accuracy": 0.5386757425742574, "iteration": 106459, "loss_box_reg": 0.2385021687950939, "loss_cls": 0.2236610879190266, "loss_mask": 0.2716452102176845, "loss_rpn_cls": 0.048353999154642224, "loss_rpn_loc": 0.07656848354963586, "loss_sem_seg": 0.2924179136753082, "lr": 0.02, "mask_rcnn/accuracy": 0.8880483037370792, "mask_rcnn/false_negative": 0.08601714826284311, "mask_rcnn/false_positive": 0.13399827773383943, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5711597244990116, "total_loss": 1.1823359289846849} {"data_time": 0.011793808000220452, "eta_seconds": 92277.19809658779, "fast_rcnn/cls_accuracy": 0.912109375, "fast_rcnn/false_negative": 0.40714285714285714, "fast_rcnn/fg_cls_accuracy": 0.5724201094632768, "iteration": 106479, "loss_box_reg": 0.22787524806335568, "loss_cls": 0.22283347230404615, "loss_mask": 0.25718046724796295, "loss_rpn_cls": 0.04209673409059178, "loss_rpn_loc": 0.07088828750420362, "loss_sem_seg": 0.3005732004530728, "lr": 0.02, "mask_rcnn/accuracy": 0.8929870385654262, "mask_rcnn/false_negative": 0.08596231718124751, "mask_rcnn/false_positive": 0.11882678774168214, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5767815015024098, "total_loss": 1.1250540093169548} {"data_time": 0.01253885899859597, "eta_seconds": 92315.0519602437, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.31083916083916086, "fast_rcnn/fg_cls_accuracy": 0.6528686367396045, "iteration": 106499, "loss_box_reg": 0.22907678922638297, "loss_cls": 0.2183638196438551, "loss_mask": 0.25411284901201725, "loss_rpn_cls": 0.048930522752925754, "loss_rpn_loc": 0.07747774783638306, "loss_sem_seg": 0.333584833657369, "lr": 0.02, "mask_rcnn/accuracy": 0.8925080764887923, "mask_rcnn/false_negative": 0.08699478366027966, "mask_rcnn/false_positive": 0.10426321114564695, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5668764535002992, "total_loss": 1.1513769027078524} {"data_time": 0.013018560501222964, "eta_seconds": 92229.30649720546, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3616858237547893, "fast_rcnn/fg_cls_accuracy": 0.6045977011494252, "iteration": 106519, "loss_box_reg": 0.22220205841585994, "loss_cls": 0.20223913807421923, "loss_mask": 0.2450219918973744, "loss_rpn_cls": 0.04160677338950336, "loss_rpn_loc": 0.07552677782950923, "loss_sem_seg": 0.32893080124631524, "lr": 0.02, "mask_rcnn/accuracy": 0.898518129266632, "mask_rcnn/false_negative": 0.10058862570315343, "mask_rcnn/false_positive": 0.10990445677610794, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.562485321501299, "total_loss": 1.1163099034747574} {"data_time": 0.012166358501417562, "eta_seconds": 92201.48155057023, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.4196364932287954, "fast_rcnn/fg_cls_accuracy": 0.5516548097742036, "iteration": 106539, "loss_box_reg": 0.22747082356363535, "loss_cls": 0.22375887678936124, "loss_mask": 0.25850091967731714, "loss_rpn_cls": 0.049916466377908364, "loss_rpn_loc": 0.0599262758041732, "loss_sem_seg": 0.3468524655327201, "lr": 0.02, "mask_rcnn/accuracy": 0.8859989357378171, "mask_rcnn/false_negative": 0.09995957724849869, "mask_rcnn/false_positive": 0.12498170229071534, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5604179289985041, "total_loss": 1.2034512086538598} {"data_time": 0.01253489399823593, "eta_seconds": 92203.3375328773, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.2869138676421683, "fast_rcnn/fg_cls_accuracy": 0.6483093664982511, "iteration": 106559, "loss_box_reg": 0.23854138189926744, "loss_cls": 0.20366297685541213, "loss_mask": 0.24946650909259915, "loss_rpn_cls": 0.04032936331350356, "loss_rpn_loc": 0.07493634772254154, "loss_sem_seg": 0.341937153134495, "lr": 0.02, "mask_rcnn/accuracy": 0.9021564949079046, "mask_rcnn/false_negative": 0.0828328603927099, "mask_rcnn/false_positive": 0.11420666007610863, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5625574814985157, "total_loss": 1.1519895077653928} {"data_time": 0.011679764502332546, "eta_seconds": 92195.45694655534, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.36573352232459244, "fast_rcnn/fg_cls_accuracy": 0.5632972613505834, "iteration": 106579, "loss_box_reg": 0.2306730637792498, "loss_cls": 0.2218285920098424, "loss_mask": 0.2572308015078306, "loss_rpn_cls": 0.0474970871291589, "loss_rpn_loc": 0.0849577373592183, "loss_sem_seg": 0.3069960353896022, "lr": 0.02, "mask_rcnn/accuracy": 0.8845324457908164, "mask_rcnn/false_negative": 0.0885297345973542, "mask_rcnn/false_positive": 0.15994740833040944, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5679774255004304, "total_loss": 1.1232066356205905} {"data_time": 0.012240297000971623, "eta_seconds": 92160.6021879594, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.37108002602472345, "fast_rcnn/fg_cls_accuracy": 0.5962957974137931, "iteration": 106599, "loss_box_reg": 0.24781851982697845, "loss_cls": 0.2342833811417222, "loss_mask": 0.24783752067014575, "loss_rpn_cls": 0.05225710570812225, "loss_rpn_loc": 0.08447360713034868, "loss_sem_seg": 0.3492536824196577, "lr": 0.02, "mask_rcnn/accuracy": 0.8903937381789915, "mask_rcnn/false_negative": 0.10497682139089742, "mask_rcnn/false_positive": 0.1148458182719248, "roi_head/num_bg_samples": 458.25, "roi_head/num_fg_samples": 53.75, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5551953514986963, "total_loss": 1.2053188234276604} {"data_time": 0.012345785002253251, "eta_seconds": 92147.04827950548, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.36663858251633985, "fast_rcnn/fg_cls_accuracy": 0.5857319078947368, "iteration": 106619, "loss_box_reg": 0.22190438176039606, "loss_cls": 0.23162388382479548, "loss_mask": 0.255403817165643, "loss_rpn_cls": 0.04245925007853657, "loss_rpn_loc": 0.05800695370999165, "loss_sem_seg": 0.3632684135809541, "lr": 0.02, "mask_rcnn/accuracy": 0.8952683477237049, "mask_rcnn/false_negative": 0.10703062649488038, "mask_rcnn/false_positive": 0.12644408750620278, "roi_head/num_bg_samples": 467.75, "roi_head/num_fg_samples": 44.25, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5606774325024162, "total_loss": 1.1604358487820718} {"data_time": 0.011814661502285162, "eta_seconds": 92139.27929544137, "fast_rcnn/cls_accuracy": 0.91259765625, "fast_rcnn/false_negative": 0.34213286713286717, "fast_rcnn/fg_cls_accuracy": 0.591455859576665, "iteration": 106639, "loss_box_reg": 0.24988577514886856, "loss_cls": 0.25480993394739926, "loss_mask": 0.27089476212859154, "loss_rpn_cls": 0.04771425736544188, "loss_rpn_loc": 0.09050082718022168, "loss_sem_seg": 0.3338558883406222, "lr": 0.02, "mask_rcnn/accuracy": 0.8767825285949399, "mask_rcnn/false_negative": 0.10425475851300287, "mask_rcnn/false_positive": 0.12752542691363913, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5753889334991982, "total_loss": 1.2180380739009706} {"data_time": 0.012291000999539392, "eta_seconds": 92127.99884548142, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.34422817036488074, "fast_rcnn/fg_cls_accuracy": 0.5574308755760369, "iteration": 106659, "loss_box_reg": 0.22467329283244908, "loss_cls": 0.21370066842064261, "loss_mask": 0.2658130247145891, "loss_rpn_cls": 0.03685507214686368, "loss_rpn_loc": 0.07702263887040317, "loss_sem_seg": 0.3029144052416086, "lr": 0.02, "mask_rcnn/accuracy": 0.8899596367818334, "mask_rcnn/false_negative": 0.08047090518064566, "mask_rcnn/false_positive": 0.13171613229384746, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5601060870030778, "total_loss": 1.1261523307330208} {"data_time": 0.012062886999046896, "eta_seconds": 92139.04102880514, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.4646825396825397, "fast_rcnn/fg_cls_accuracy": 0.506908831908832, "iteration": 106679, "loss_box_reg": 0.23234039638191462, "loss_cls": 0.23503406159579754, "loss_mask": 0.2622400848194957, "loss_rpn_cls": 0.053431176755111665, "loss_rpn_loc": 0.08432306197937578, "loss_sem_seg": 0.3293247786350548, "lr": 0.02, "mask_rcnn/accuracy": 0.8872057789149626, "mask_rcnn/false_negative": 0.09962782610118251, "mask_rcnn/false_positive": 0.13568926092071426, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5759656205009378, "total_loss": 1.2117910436936654} {"data_time": 0.012072632001945749, "eta_seconds": 92150.88461475112, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.353266289893617, "fast_rcnn/fg_cls_accuracy": 0.6192049272116461, "iteration": 106699, "loss_box_reg": 0.2380589572712779, "loss_cls": 0.21894739754498005, "loss_mask": 0.254242735914886, "loss_rpn_cls": 0.049945118284085765, "loss_rpn_loc": 0.08661092666443437, "loss_sem_seg": 0.32146640168502927, "lr": 0.02, "mask_rcnn/accuracy": 0.9045320649930579, "mask_rcnn/false_negative": 0.08695732105898807, "mask_rcnn/false_positive": 0.12000202623643144, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.565512821500306, "total_loss": 1.1952379454451147} {"data_time": 0.013020884500292595, "eta_seconds": 92183.37072376939, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.34203625584311936, "fast_rcnn/fg_cls_accuracy": 0.5751479763237881, "iteration": 106719, "loss_box_reg": 0.23673003306612372, "loss_cls": 0.21320783125702292, "loss_mask": 0.2525965375825763, "loss_rpn_cls": 0.04385718289995566, "loss_rpn_loc": 0.07809969049412757, "loss_sem_seg": 0.3323963701259345, "lr": 0.02, "mask_rcnn/accuracy": 0.908799257030001, "mask_rcnn/false_negative": 0.08895164192570004, "mask_rcnn/false_positive": 0.10663693151171597, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5662183895001363, "total_loss": 1.1634862071368843} {"data_time": 0.012300264497753233, "eta_seconds": 92128.31258283099, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.35990037359900373, "fast_rcnn/fg_cls_accuracy": 0.6171518264840182, "iteration": 106739, "loss_box_reg": 0.2189349764958024, "loss_cls": 0.19400601368397474, "loss_mask": 0.26016013603657484, "loss_rpn_cls": 0.045482477464247495, "loss_rpn_loc": 0.07937347621191293, "loss_sem_seg": 0.34569398825988173, "lr": 0.02, "mask_rcnn/accuracy": 0.8966368519457473, "mask_rcnn/false_negative": 0.11253335720009887, "mask_rcnn/false_positive": 0.10881968861376692, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5701014714977646, "total_loss": 1.1825728314579464} {"data_time": 0.012218572501296876, "eta_seconds": 92096.94318929603, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.32875319809941517, "fast_rcnn/fg_cls_accuracy": 0.6241438356164384, "iteration": 106759, "loss_box_reg": 0.23302481172140688, "loss_cls": 0.217336714733392, "loss_mask": 0.25964855309575796, "loss_rpn_cls": 0.040356299141421914, "loss_rpn_loc": 0.06711673818062991, "loss_sem_seg": 0.32942270999774337, "lr": 0.02, "mask_rcnn/accuracy": 0.8872825085903964, "mask_rcnn/false_negative": 0.10235263955745674, "mask_rcnn/false_positive": 0.11597534251567818, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.5603025404961954, "total_loss": 1.156251518666977} {"data_time": 0.012989958002435742, "eta_seconds": 92085.65963391603, "fast_rcnn/cls_accuracy": 0.9091796875, "fast_rcnn/false_negative": 0.42184491099525623, "fast_rcnn/fg_cls_accuracy": 0.505464480874317, "iteration": 106779, "loss_box_reg": 0.24063747702166438, "loss_cls": 0.21917966729961336, "loss_mask": 0.2665032986551523, "loss_rpn_cls": 0.04186461993958801, "loss_rpn_loc": 0.08432733747758903, "loss_sem_seg": 0.29482430941425264, "lr": 0.02, "mask_rcnn/accuracy": 0.8731396274726106, "mask_rcnn/false_negative": 0.10733493977884515, "mask_rcnn/false_positive": 0.13449401836981706, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5631631390024268, "total_loss": 1.1521925972774625} {"data_time": 0.011569100999622606, "eta_seconds": 92094.45453495078, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3910815212185075, "fast_rcnn/fg_cls_accuracy": 0.5750083528232544, "iteration": 106799, "loss_box_reg": 0.2535223725717515, "loss_cls": 0.22417545836651698, "loss_mask": 0.25736011285334826, "loss_rpn_cls": 0.04620800996781327, "loss_rpn_loc": 0.08139051776379347, "loss_sem_seg": 0.3159637521021068, "lr": 0.02, "mask_rcnn/accuracy": 0.8972906120213422, "mask_rcnn/false_negative": 0.08974101180292572, "mask_rcnn/false_positive": 0.10870345798248038, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5530710484963492, "total_loss": 1.199984092003433} {"data_time": 0.012390238502121065, "eta_seconds": 92083.16851899071, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.30341055341055345, "fast_rcnn/fg_cls_accuracy": 0.6247354939302818, "iteration": 106819, "loss_box_reg": 0.25227047968655825, "loss_cls": 0.2255543707869947, "loss_mask": 0.26613352354615927, "loss_rpn_cls": 0.044172415451612324, "loss_rpn_loc": 0.06823333646752872, "loss_sem_seg": 0.34285580506548285, "lr": 0.02, "mask_rcnn/accuracy": 0.8960531140492606, "mask_rcnn/false_negative": 0.10315883419033783, "mask_rcnn/false_positive": 0.11609432907881745, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 239.75, "rpn/num_pos_anchors": 16.25, "time": 0.5686588294993271, "total_loss": 1.2280705038574524} {"data_time": 0.01212543349902262, "eta_seconds": 92109.4730839185, "fast_rcnn/cls_accuracy": 0.904296875, "fast_rcnn/false_negative": 0.38946216385240773, "fast_rcnn/fg_cls_accuracy": 0.5821424034552846, "iteration": 106839, "loss_box_reg": 0.2454360080882907, "loss_cls": 0.22618821822106838, "loss_mask": 0.28136345464736223, "loss_rpn_cls": 0.046695907774847, "loss_rpn_loc": 0.0814436431392096, "loss_sem_seg": 0.3467799690552056, "lr": 0.02, "mask_rcnn/accuracy": 0.8800011991976278, "mask_rcnn/false_negative": 0.10289391657572322, "mask_rcnn/false_positive": 0.13692692875199974, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 207.0, "rpn/num_pos_anchors": 49.0, "time": 0.5713073369988706, "total_loss": 1.2737104277184699} {"data_time": 0.011574462499993388, "eta_seconds": 92098.18246016848, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.2989706607495069, "fast_rcnn/fg_cls_accuracy": 0.6193293885601578, "iteration": 106859, "loss_box_reg": 0.24189771059900522, "loss_cls": 0.22162472316995263, "loss_mask": 0.26457909401506186, "loss_rpn_cls": 0.03955128353845794, "loss_rpn_loc": 0.08919659984530881, "loss_sem_seg": 0.3457499756477773, "lr": 0.02, "mask_rcnn/accuracy": 0.9126640555211983, "mask_rcnn/false_negative": 0.07652912015333393, "mask_rcnn/false_positive": 0.08982344320384653, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5608363969986385, "total_loss": 1.2165707124513574} {"data_time": 0.012860373502917355, "eta_seconds": 92086.89183641845, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.3077712609970674, "fast_rcnn/fg_cls_accuracy": 0.5698857302118172, "iteration": 106879, "loss_box_reg": 0.22851982666179538, "loss_cls": 0.21843443508259952, "loss_mask": 0.24922234006226063, "loss_rpn_cls": 0.044286781281698495, "loss_rpn_loc": 0.08567673090146855, "loss_sem_seg": 0.30750894639641047, "lr": 0.02, "mask_rcnn/accuracy": 0.8886814822082679, "mask_rcnn/false_negative": 0.09344908887504416, "mask_rcnn/false_positive": 0.12061884931025102, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5654640514985658, "total_loss": 1.1076438143500127} {"data_time": 0.012446405500668334, "eta_seconds": 92060.56354494393, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.3479570990806946, "fast_rcnn/fg_cls_accuracy": 0.6520429009193054, "iteration": 106899, "loss_box_reg": 0.23496103356592357, "loss_cls": 0.20819194428622723, "loss_mask": 0.2692990321666002, "loss_rpn_cls": 0.03992093715351075, "loss_rpn_loc": 0.06980903522344306, "loss_sem_seg": 0.3226722627878189, "lr": 0.02, "mask_rcnn/accuracy": 0.9007329122125041, "mask_rcnn/false_negative": 0.08775441823980072, "mask_rcnn/false_positive": 0.11350240626280253, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5464779690009891, "total_loss": 1.1560802515014075} {"data_time": 0.011947409497224726, "eta_seconds": 92070.45694846942, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.33050169009073116, "fast_rcnn/fg_cls_accuracy": 0.6066421398031222, "iteration": 106919, "loss_box_reg": 0.255700521171093, "loss_cls": 0.227522864472121, "loss_mask": 0.2606555800884962, "loss_rpn_cls": 0.042916311766020954, "loss_rpn_loc": 0.08118788793217391, "loss_sem_seg": 0.33554059034213424, "lr": 0.02, "mask_rcnn/accuracy": 0.8715329907053146, "mask_rcnn/false_negative": 0.09427665932545126, "mask_rcnn/false_positive": 0.13701622023985163, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5723251965027885, "total_loss": 1.1978627913922537} {"data_time": 0.013112335502228234, "eta_seconds": 92059.16557093943, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.38222239326765184, "fast_rcnn/fg_cls_accuracy": 0.6125692733990148, "iteration": 106939, "loss_box_reg": 0.23846726538613439, "loss_cls": 0.22573152394033968, "loss_mask": 0.2617101785726845, "loss_rpn_cls": 0.05208575261349324, "loss_rpn_loc": 0.08713346415606793, "loss_sem_seg": 0.32759011490270495, "lr": 0.02, "mask_rcnn/accuracy": 0.8820237913596931, "mask_rcnn/false_negative": 0.0916816669265871, "mask_rcnn/false_positive": 0.13816415724420256, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5643036229994323, "total_loss": 1.215004113590112} {"data_time": 0.01352769349978189, "eta_seconds": 92095.17874608304, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.34832125239101985, "fast_rcnn/fg_cls_accuracy": 0.5974827641494308, "iteration": 106959, "loss_box_reg": 0.2376567325554788, "loss_cls": 0.2131358350161463, "loss_mask": 0.26845921389758587, "loss_rpn_cls": 0.047539955587126315, "loss_rpn_loc": 0.07590138491650578, "loss_sem_seg": 0.3619992253370583, "lr": 0.02, "mask_rcnn/accuracy": 0.9005769943636369, "mask_rcnn/false_negative": 0.08161008695191344, "mask_rcnn/false_positive": 0.11488308654369947, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5690163819999725, "total_loss": 1.234917534282431} {"data_time": 0.012763775997882476, "eta_seconds": 92139.08903474937, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.3400117607526882, "fast_rcnn/fg_cls_accuracy": 0.6252297794117647, "iteration": 106979, "loss_box_reg": 0.23593860305845737, "loss_cls": 0.21287700347602367, "loss_mask": 0.25171913439407945, "loss_rpn_cls": 0.04288621712476015, "loss_rpn_loc": 0.08129050108254887, "loss_sem_seg": 0.3373456965200603, "lr": 0.02, "mask_rcnn/accuracy": 0.8927214241498236, "mask_rcnn/false_negative": 0.08437462751220193, "mask_rcnn/false_positive": 0.11876888253982987, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5706579760008026, "total_loss": 1.1284831852244679} {"data_time": 0.013128227001288906, "eta_seconds": 92061.78410234411, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.37291288566243197, "fast_rcnn/fg_cls_accuracy": 0.5776819923371648, "iteration": 106999, "loss_box_reg": 0.23016380716580898, "loss_cls": 0.22631547320634127, "loss_mask": 0.24779290379956365, "loss_rpn_cls": 0.04383213157416321, "loss_rpn_loc": 0.07531368374475278, "loss_sem_seg": 0.32122439704835415, "lr": 0.02, "mask_rcnn/accuracy": 0.9035660635699778, "mask_rcnn/false_negative": 0.07742085620863995, "mask_rcnn/false_positive": 0.12243224886987858, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5575312850014598, "total_loss": 1.1761908669141121} {"data_time": 0.012202709000121104, "eta_seconds": 92077.78699407875, "fast_rcnn/cls_accuracy": 0.91064453125, "fast_rcnn/false_negative": 0.3904109589041096, "fast_rcnn/fg_cls_accuracy": 0.6095890410958904, "iteration": 107019, "loss_box_reg": 0.2661934499628842, "loss_cls": 0.236895521171391, "loss_mask": 0.2668455522507429, "loss_rpn_cls": 0.048109692172147334, "loss_rpn_loc": 0.07433890120591968, "loss_sem_seg": 0.3629853446036577, "lr": 0.02, "mask_rcnn/accuracy": 0.881842965001999, "mask_rcnn/false_negative": 0.10745738341489751, "mask_rcnn/false_positive": 0.12494098302391934, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.574760855997738, "total_loss": 1.237637764774263} {"data_time": 0.01198408099662629, "eta_seconds": 92091.77436627491, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.37057416267942583, "fast_rcnn/fg_cls_accuracy": 0.613646391427671, "iteration": 107039, "loss_box_reg": 0.2405977388843894, "loss_cls": 0.22617044486105442, "loss_mask": 0.252699451521039, "loss_rpn_cls": 0.05008526692108717, "loss_rpn_loc": 0.09087787673342973, "loss_sem_seg": 0.33487154729664326, "lr": 0.02, "mask_rcnn/accuracy": 0.8904292582417583, "mask_rcnn/false_negative": 0.09228279650748641, "mask_rcnn/false_positive": 0.12392699491023804, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5758180804987205, "total_loss": 1.187569462286774} {"data_time": 0.012312718004977796, "eta_seconds": 92087.12013207033, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.3287999511554782, "fast_rcnn/fg_cls_accuracy": 0.6334562674581006, "iteration": 107059, "loss_box_reg": 0.22718893317505717, "loss_cls": 0.2238231881055981, "loss_mask": 0.2664340250194073, "loss_rpn_cls": 0.04577070917002857, "loss_rpn_loc": 0.08479123160941526, "loss_sem_seg": 0.33381676161661744, "lr": 0.02, "mask_rcnn/accuracy": 0.8881099301239046, "mask_rcnn/false_negative": 0.10305974068822935, "mask_rcnn/false_positive": 0.1253404892454459, "roi_head/num_bg_samples": 431.0, "roi_head/num_fg_samples": 81.0, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5666656845023681, "total_loss": 1.1888098736817483} {"data_time": 0.013510430999303935, "eta_seconds": 92043.88937889879, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.34203980099502485, "fast_rcnn/fg_cls_accuracy": 0.5983899821109124, "iteration": 107079, "loss_box_reg": 0.22942933649756014, "loss_cls": 0.20732777914963663, "loss_mask": 0.262164399959147, "loss_rpn_cls": 0.04326484038028866, "loss_rpn_loc": 0.07556182981352322, "loss_sem_seg": 0.2979897460900247, "lr": 0.02, "mask_rcnn/accuracy": 0.8934886109832405, "mask_rcnn/false_negative": 0.08955165211083685, "mask_rcnn/false_positive": 0.12338848965734912, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5611323349985469, "total_loss": 1.1285132961929776} {"data_time": 0.013349453496630304, "eta_seconds": 92064.51388315027, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.3170969476939626, "fast_rcnn/fg_cls_accuracy": 0.60367673825992, "iteration": 107099, "loss_box_reg": 0.2160851911175996, "loss_cls": 0.20849755220115185, "loss_mask": 0.2546444870531559, "loss_rpn_cls": 0.04485121880134102, "loss_rpn_loc": 0.0666245524189435, "loss_sem_seg": 0.3380818236619234, "lr": 0.02, "mask_rcnn/accuracy": 0.8928994309982373, "mask_rcnn/false_negative": 0.09531805440140734, "mask_rcnn/false_positive": 0.12311833477193053, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5746321480000915, "total_loss": 1.16711502923863} {"data_time": 0.012429436501406599, "eta_seconds": 91994.00897156405, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.3870967741935484, "fast_rcnn/fg_cls_accuracy": 0.5895808442851453, "iteration": 107119, "loss_box_reg": 0.23325994098559022, "loss_cls": 0.22702497988939285, "loss_mask": 0.24514229828491807, "loss_rpn_cls": 0.047848653979599476, "loss_rpn_loc": 0.07695579966821242, "loss_sem_seg": 0.323204611428082, "lr": 0.02, "mask_rcnn/accuracy": 0.8704396662124223, "mask_rcnn/false_negative": 0.11581619974011956, "mask_rcnn/false_positive": 0.12556574672908108, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5546494695008732, "total_loss": 1.1665322060871404} {"data_time": 0.01161219050118234, "eta_seconds": 91954.56739657887, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.335426713020074, "fast_rcnn/fg_cls_accuracy": 0.6239390051322542, "iteration": 107139, "loss_box_reg": 0.22725033259484917, "loss_cls": 0.20365591114386916, "loss_mask": 0.25766456965357065, "loss_rpn_cls": 0.0473936983034946, "loss_rpn_loc": 0.06448640614689793, "loss_sem_seg": 0.3262777430936694, "lr": 0.02, "mask_rcnn/accuracy": 0.8930240639562912, "mask_rcnn/false_negative": 0.0882254912834578, "mask_rcnn/false_positive": 0.11797840576303062, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5613903640005447, "total_loss": 1.157382020552177} {"data_time": 0.01221014749535243, "eta_seconds": 91934.96041810946, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.46706386397108046, "fast_rcnn/fg_cls_accuracy": 0.5329361360289195, "iteration": 107159, "loss_box_reg": 0.228251485619694, "loss_cls": 0.20530061156023294, "loss_mask": 0.26017008535563946, "loss_rpn_cls": 0.048144679982215166, "loss_rpn_loc": 0.07494493981357664, "loss_sem_seg": 0.32046473561786115, "lr": 0.02, "mask_rcnn/accuracy": 0.8718510788725884, "mask_rcnn/false_negative": 0.10258474205374675, "mask_rcnn/false_positive": 0.15587143008926702, "roi_head/num_bg_samples": 458.25, "roi_head/num_fg_samples": 53.75, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5620446339962655, "total_loss": 1.1182657689787447} {"data_time": 0.012265604000276653, "eta_seconds": 91987.39335359886, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.39165510062456627, "fast_rcnn/fg_cls_accuracy": 0.5851088071094908, "iteration": 107179, "loss_box_reg": 0.23633014922961593, "loss_cls": 0.2059993208386004, "loss_mask": 0.2654747269116342, "loss_rpn_cls": 0.05081486899871379, "loss_rpn_loc": 0.08043998782522976, "loss_sem_seg": 0.3695922149345279, "lr": 0.02, "mask_rcnn/accuracy": 0.8777310028908427, "mask_rcnn/false_negative": 0.1006563828775293, "mask_rcnn/false_positive": 0.14534470339328015, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5730672640020202, "total_loss": 1.2371870430652052} {"data_time": 0.012938982996274717, "eta_seconds": 92001.35589867466, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3890625, "fast_rcnn/fg_cls_accuracy": 0.5867540607344632, "iteration": 107199, "loss_box_reg": 0.2317546159029007, "loss_cls": 0.2358968579210341, "loss_mask": 0.26773129496723413, "loss_rpn_cls": 0.04253073834115639, "loss_rpn_loc": 0.07245973680983298, "loss_sem_seg": 0.33180314488708973, "lr": 0.02, "mask_rcnn/accuracy": 0.8912897600446429, "mask_rcnn/false_negative": 0.10221198177435209, "mask_rcnn/false_positive": 0.12564991766547345, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5714160559982702, "total_loss": 1.1943167272547726} {"data_time": 0.013458524495945312, "eta_seconds": 91937.529695914, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.2646978490952544, "fast_rcnn/fg_cls_accuracy": 0.6625166247968081, "iteration": 107219, "loss_box_reg": 0.223258547950536, "loss_cls": 0.22041676053777337, "loss_mask": 0.2589770080521703, "loss_rpn_cls": 0.043598177522653714, "loss_rpn_loc": 0.07238076244539116, "loss_sem_seg": 0.36076339427381754, "lr": 0.02, "mask_rcnn/accuracy": 0.89547964906777, "mask_rcnn/false_negative": 0.06925220653886288, "mask_rcnn/false_positive": 0.1055398876881479, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5492914770002244, "total_loss": 1.1690510478802025} {"data_time": 0.01254890050040558, "eta_seconds": 91889.79490798948, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.45115856428895956, "fast_rcnn/fg_cls_accuracy": 0.48109425785482124, "iteration": 107239, "loss_box_reg": 0.23655378399416804, "loss_cls": 0.20733209419995546, "loss_mask": 0.2526985388249159, "loss_rpn_cls": 0.04300431933370419, "loss_rpn_loc": 0.07685629517072812, "loss_sem_seg": 0.36746539920568466, "lr": 0.02, "mask_rcnn/accuracy": 0.8942296790511076, "mask_rcnn/false_negative": 0.09390852753837392, "mask_rcnn/false_positive": 0.13180984680805968, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.5598441030015238, "total_loss": 1.1590596327441745} {"data_time": 0.012916360999952303, "eta_seconds": 91834.87616786922, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.330596919943999, "fast_rcnn/fg_cls_accuracy": 0.6640675763482782, "iteration": 107259, "loss_box_reg": 0.23295453935861588, "loss_cls": 0.22315107728354633, "loss_mask": 0.25353841949254274, "loss_rpn_cls": 0.04196311690611765, "loss_rpn_loc": 0.07314503465022426, "loss_sem_seg": 0.35648293350823224, "lr": 0.02, "mask_rcnn/accuracy": 0.9136514170954837, "mask_rcnn/false_negative": 0.07610654258720506, "mask_rcnn/false_positive": 0.09099744063054352, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5632743860005576, "total_loss": 1.1901222940650769} {"data_time": 0.012026645501464373, "eta_seconds": 91846.0767291238, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.3514703266733859, "fast_rcnn/fg_cls_accuracy": 0.5642371972472965, "iteration": 107279, "loss_box_reg": 0.22365588345564902, "loss_cls": 0.22278794925659895, "loss_mask": 0.24929115734994411, "loss_rpn_cls": 0.04017498419852927, "loss_rpn_loc": 0.08314909361070022, "loss_sem_seg": 0.3608694435097277, "lr": 0.02, "mask_rcnn/accuracy": 0.8855812084283885, "mask_rcnn/false_negative": 0.09393393843230494, "mask_rcnn/false_positive": 0.1485445181956802, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 205.0, "rpn/num_pos_anchors": 51.0, "time": 0.5642362729995511, "total_loss": 1.1933312123292126} {"data_time": 0.012958844996319385, "eta_seconds": 91798.57306671096, "fast_rcnn/cls_accuracy": 0.95703125, "fast_rcnn/false_negative": 0.33554054054054056, "fast_rcnn/fg_cls_accuracy": 0.6179587482219062, "iteration": 107299, "loss_box_reg": 0.22473346296465024, "loss_cls": 0.20885850070044398, "loss_mask": 0.24839533912017941, "loss_rpn_cls": 0.04391530092107132, "loss_rpn_loc": 0.07251829019514844, "loss_sem_seg": 0.31670301128178835, "lr": 0.02, "mask_rcnn/accuracy": 0.896200021593283, "mask_rcnn/false_negative": 0.0991090593636525, "mask_rcnn/false_positive": 0.12708028932711282, "roi_head/num_bg_samples": 462.75, "roi_head/num_fg_samples": 49.25, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5532171830018342, "total_loss": 1.1311861698050052} {"data_time": 0.013463688501360593, "eta_seconds": 91787.28873864085, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.36594326725905674, "fast_rcnn/fg_cls_accuracy": 0.6049491392801252, "iteration": 107319, "loss_box_reg": 0.24159981263801455, "loss_cls": 0.22831018804572523, "loss_mask": 0.2522216346114874, "loss_rpn_cls": 0.04269595840014517, "loss_rpn_loc": 0.07306232023984194, "loss_sem_seg": 0.3386912830173969, "lr": 0.02, "mask_rcnn/accuracy": 0.8893598742987123, "mask_rcnn/false_negative": 0.09387384178049493, "mask_rcnn/false_positive": 0.14223273900761052, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5740315364964772, "total_loss": 1.179722885019146} {"data_time": 0.013141725998139009, "eta_seconds": 91776.00441057075, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.29250663129973475, "fast_rcnn/fg_cls_accuracy": 0.6773227298206278, "iteration": 107339, "loss_box_reg": 0.22566855046898127, "loss_cls": 0.2157021937891841, "loss_mask": 0.2637659627944231, "loss_rpn_cls": 0.045217460370622575, "loss_rpn_loc": 0.07354170107282698, "loss_sem_seg": 0.32152004446834326, "lr": 0.02, "mask_rcnn/accuracy": 0.8973809362482489, "mask_rcnn/false_negative": 0.10590554908433983, "mask_rcnn/false_positive": 0.10659638352076438, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5644269080003141, "total_loss": 1.1789137146770372} {"data_time": 0.012108668001019396, "eta_seconds": 91800.92161000377, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.3333333333333333, "fast_rcnn/fg_cls_accuracy": 0.648542070955864, "iteration": 107359, "loss_box_reg": 0.24187465524300933, "loss_cls": 0.2122078901156783, "loss_mask": 0.25750459590926766, "loss_rpn_cls": 0.04805530409794301, "loss_rpn_loc": 0.07762955041835085, "loss_sem_seg": 0.33249910455197096, "lr": 0.02, "mask_rcnn/accuracy": 0.8775245667982335, "mask_rcnn/false_negative": 0.09662768152430865, "mask_rcnn/false_positive": 0.14882233818291724, "roi_head/num_bg_samples": 431.75, "roi_head/num_fg_samples": 80.25, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.56835610899725, "total_loss": 1.2029326116899028} {"data_time": 0.012708535501587903, "eta_seconds": 91794.43819904249, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.3142742902838864, "fast_rcnn/fg_cls_accuracy": 0.6210675150229763, "iteration": 107379, "loss_box_reg": 0.23440528102219105, "loss_cls": 0.22664069407619536, "loss_mask": 0.25863782595843077, "loss_rpn_cls": 0.042426149200764485, "loss_rpn_loc": 0.07243014877894893, "loss_sem_seg": 0.31446832697838545, "lr": 0.02, "mask_rcnn/accuracy": 0.9055488233683853, "mask_rcnn/false_negative": 0.0839980388720698, "mask_rcnn/false_positive": 0.10135025987359157, "roi_head/num_bg_samples": 456.5, "roi_head/num_fg_samples": 55.5, "rpn/num_neg_anchors": 234.75, "rpn/num_pos_anchors": 21.25, "time": 0.5602655730035622, "total_loss": 1.184433248185087} {"data_time": 0.013942272002168465, "eta_seconds": 91738.43103415026, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.3566729323308271, "fast_rcnn/fg_cls_accuracy": 0.5529793906810037, "iteration": 107399, "loss_box_reg": 0.2519888896495104, "loss_cls": 0.23991844849660993, "loss_mask": 0.24927333556115627, "loss_rpn_cls": 0.041594902373617515, "loss_rpn_loc": 0.07128230840316974, "loss_sem_seg": 0.33254146575927734, "lr": 0.02, "mask_rcnn/accuracy": 0.9159100001872573, "mask_rcnn/false_negative": 0.08123850942609998, "mask_rcnn/false_positive": 0.11012808333712054, "roi_head/num_bg_samples": 469.0, "roi_head/num_fg_samples": 43.0, "rpn/num_neg_anchors": 238.5, "rpn/num_pos_anchors": 17.5, "time": 0.5558308844993007, "total_loss": 1.1713897222216474} {"data_time": 0.013126223002473125, "eta_seconds": 91693.28170287015, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.24715576820839977, "fast_rcnn/fg_cls_accuracy": 0.6754409769335142, "iteration": 107419, "loss_box_reg": 0.2453804248943925, "loss_cls": 0.23481790081132203, "loss_mask": 0.2569253286346793, "loss_rpn_cls": 0.05068508948897943, "loss_rpn_loc": 0.09191536346042994, "loss_sem_seg": 0.3338230084627867, "lr": 0.02, "mask_rcnn/accuracy": 0.9055681974846805, "mask_rcnn/false_negative": 0.08318289724617567, "mask_rcnn/false_positive": 0.10731190341053315, "roi_head/num_bg_samples": 462.0, "roi_head/num_fg_samples": 50.0, "rpn/num_neg_anchors": 239.5, "rpn/num_pos_anchors": 16.5, "time": 0.5506376150005963, "total_loss": 1.2200094634317793} {"data_time": 0.012924750000820495, "eta_seconds": 91733.30202422861, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.3179651885619561, "fast_rcnn/fg_cls_accuracy": 0.6004256965944272, "iteration": 107439, "loss_box_reg": 0.24343979498371482, "loss_cls": 0.21248836209997535, "loss_mask": 0.26090059196576476, "loss_rpn_cls": 0.0392408472544048, "loss_rpn_loc": 0.07282191514968872, "loss_sem_seg": 0.34138428093865514, "lr": 0.02, "mask_rcnn/accuracy": 0.8889343249625397, "mask_rcnn/false_negative": 0.08945484428815283, "mask_rcnn/false_positive": 0.1326179182447295, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.5713335139989795, "total_loss": 1.1954498827690259} {"data_time": 0.012463548002415337, "eta_seconds": 91753.79683684697, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.3089937106918239, "fast_rcnn/fg_cls_accuracy": 0.6018016581632653, "iteration": 107459, "loss_box_reg": 0.24968331027776003, "loss_cls": 0.24481706065125763, "loss_mask": 0.26369692385196686, "loss_rpn_cls": 0.04188848861667793, "loss_rpn_loc": 0.08295365737285465, "loss_sem_seg": 0.3490901589393616, "lr": 0.02, "mask_rcnn/accuracy": 0.8829714033204974, "mask_rcnn/false_negative": 0.0816468047473725, "mask_rcnn/false_positive": 0.12011590345035378, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.5797167324999464, "total_loss": 1.2520266261708457} {"data_time": 0.012808111998310778, "eta_seconds": 91710.72999230848, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.3445459994006593, "fast_rcnn/fg_cls_accuracy": 0.5849927149101506, "iteration": 107479, "loss_box_reg": 0.23471541632898152, "loss_cls": 0.22844350710511208, "loss_mask": 0.2610863521695137, "loss_rpn_cls": 0.05104410843341611, "loss_rpn_loc": 0.06911894329823554, "loss_sem_seg": 0.34050267981365323, "lr": 0.02, "mask_rcnn/accuracy": 0.8995105263789596, "mask_rcnn/false_negative": 0.09246726461381855, "mask_rcnn/false_positive": 0.11636694293956308, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5638423234959191, "total_loss": 1.2140668077627197} {"data_time": 0.01219595599832246, "eta_seconds": 91699.44397634841, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.2662800614020126, "fast_rcnn/fg_cls_accuracy": 0.6722981366459628, "iteration": 107499, "loss_box_reg": 0.2531800507567823, "loss_cls": 0.22209142800420523, "loss_mask": 0.2586076306179166, "loss_rpn_cls": 0.05172541143838316, "loss_rpn_loc": 0.08424149709753692, "loss_sem_seg": 0.30792906042188406, "lr": 0.02, "mask_rcnn/accuracy": 0.9040143231205526, "mask_rcnn/false_negative": 0.07767867400560322, "mask_rcnn/false_positive": 0.11434401326374792, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 237.0, "rpn/num_pos_anchors": 19.0, "time": 0.572272763998626, "total_loss": 1.1972399063233752} {"data_time": 0.012162908999016508, "eta_seconds": 91706.41846821633, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.3481544416123855, "fast_rcnn/fg_cls_accuracy": 0.6426358138837522, "iteration": 107519, "loss_box_reg": 0.22396169183775783, "loss_cls": 0.20296490867622197, "loss_mask": 0.2532312208786607, "loss_rpn_cls": 0.051587988913524896, "loss_rpn_loc": 0.07108286768198013, "loss_sem_seg": 0.32855700282379985, "lr": 0.02, "mask_rcnn/accuracy": 0.8957693876979971, "mask_rcnn/false_negative": 0.09058914213186975, "mask_rcnn/false_positive": 0.12729442004811245, "roi_head/num_bg_samples": 458.0, "roi_head/num_fg_samples": 54.0, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5609495524986414, "total_loss": 1.1038593649573158} {"data_time": 0.012352760495559778, "eta_seconds": 91714.30125266752, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.3664115181337707, "fast_rcnn/fg_cls_accuracy": 0.5766233766233766, "iteration": 107539, "loss_box_reg": 0.23274662299081683, "loss_cls": 0.2216925141401589, "loss_mask": 0.2501674531958997, "loss_rpn_cls": 0.044215292244189186, "loss_rpn_loc": 0.06990464459522627, "loss_sem_seg": 0.31341060530394316, "lr": 0.02, "mask_rcnn/accuracy": 0.8822090947727711, "mask_rcnn/false_negative": 0.09036177953853083, "mask_rcnn/false_positive": 0.15667624744972058, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5635965664987452, "total_loss": 1.1722756922827102} {"data_time": 0.012955402002262417, "eta_seconds": 91711.62032631264, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3122025509232819, "fast_rcnn/fg_cls_accuracy": 0.6196459166190749, "iteration": 107559, "loss_box_reg": 0.22804681514389813, "loss_cls": 0.2015601289458573, "loss_mask": 0.2693968927487731, "loss_rpn_cls": 0.04576371214352548, "loss_rpn_loc": 0.09331994762760587, "loss_sem_seg": 0.3550988929346204, "lr": 0.02, "mask_rcnn/accuracy": 0.9181564827765969, "mask_rcnn/false_negative": 0.09076265315253781, "mask_rcnn/false_positive": 0.10590990671002627, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5802233295034966, "total_loss": 1.2112747423670953} {"data_time": 0.012240243995620403, "eta_seconds": 91710.645543108, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.33722671458520515, "fast_rcnn/fg_cls_accuracy": 0.6438584779706276, "iteration": 107579, "loss_box_reg": 0.23941182950511575, "loss_cls": 0.2293952649924904, "loss_mask": 0.2707835207693279, "loss_rpn_cls": 0.050964633308467455, "loss_rpn_loc": 0.088806412066333, "loss_sem_seg": 0.3098748233169317, "lr": 0.02, "mask_rcnn/accuracy": 0.8934649380585568, "mask_rcnn/false_negative": 0.10468329469831403, "mask_rcnn/false_positive": 0.11394065630306517, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.6010071044984215, "total_loss": 1.2095727318665013} {"data_time": 0.011965269499341957, "eta_seconds": 91732.66095325573, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.3274706867671692, "fast_rcnn/fg_cls_accuracy": 0.6230263157894738, "iteration": 107599, "loss_box_reg": 0.23818490840494633, "loss_cls": 0.2440591612830758, "loss_mask": 0.24770460277795792, "loss_rpn_cls": 0.04512490815250203, "loss_rpn_loc": 0.07473099915659986, "loss_sem_seg": 0.36335580982267857, "lr": 0.02, "mask_rcnn/accuracy": 0.8982521763053888, "mask_rcnn/false_negative": 0.08594162038502275, "mask_rcnn/false_positive": 0.11437985411815452, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5616760924967821, "total_loss": 1.1931437273160554} {"data_time": 0.012805064499843866, "eta_seconds": 91726.81494612599, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.2673757928118393, "fast_rcnn/fg_cls_accuracy": 0.6749403041347242, "iteration": 107619, "loss_box_reg": 0.22133765136823058, "loss_cls": 0.21365108946338296, "loss_mask": 0.2568149734288454, "loss_rpn_cls": 0.040393457835307345, "loss_rpn_loc": 0.08217601431533694, "loss_sem_seg": 0.31412512995302677, "lr": 0.02, "mask_rcnn/accuracy": 0.910341032354306, "mask_rcnn/false_negative": 0.08578508403797078, "mask_rcnn/false_positive": 0.11214641603909897, "roi_head/num_bg_samples": 460.75, "roi_head/num_fg_samples": 51.25, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.565987337497063, "total_loss": 1.1458085255871993} {"data_time": 0.01294367749869707, "eta_seconds": 91710.06684091572, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.3596967963386728, "fast_rcnn/fg_cls_accuracy": 0.638157894736842, "iteration": 107639, "loss_box_reg": 0.24257018975913525, "loss_cls": 0.22630946966819465, "loss_mask": 0.2492553312331438, "loss_rpn_cls": 0.04899112941347994, "loss_rpn_loc": 0.07073878383380361, "loss_sem_seg": 0.321068714838475, "lr": 0.02, "mask_rcnn/accuracy": 0.8861605858096664, "mask_rcnn/false_negative": 0.10276911292177932, "mask_rcnn/false_positive": 0.1178377247601152, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5656825570004003, "total_loss": 1.172233130739187} {"data_time": 0.013203464000980603, "eta_seconds": 91698.76978474572, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.3526732534510546, "fast_rcnn/fg_cls_accuracy": 0.6418511066398391, "iteration": 107659, "loss_box_reg": 0.23459583334624767, "loss_cls": 0.20343833859078586, "loss_mask": 0.2669338728301227, "loss_rpn_cls": 0.052726340596564114, "loss_rpn_loc": 0.07791722792899236, "loss_sem_seg": 0.3287574350833893, "lr": 0.02, "mask_rcnn/accuracy": 0.8801737821125363, "mask_rcnn/false_negative": 0.11332278830017073, "mask_rcnn/false_positive": 0.12982367801100694, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5612538669993228, "total_loss": 1.1742438896253589} {"data_time": 0.011798482501035323, "eta_seconds": 91654.18077220823, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.38657804459691253, "fast_rcnn/fg_cls_accuracy": 0.5688193085453359, "iteration": 107679, "loss_box_reg": 0.23515683587174863, "loss_cls": 0.21545471204444766, "loss_mask": 0.25573588628321886, "loss_rpn_cls": 0.05216488843143452, "loss_rpn_loc": 0.084094253834337, "loss_sem_seg": 0.3188645960763097, "lr": 0.02, "mask_rcnn/accuracy": 0.865077083915758, "mask_rcnn/false_negative": 0.1067089391257243, "mask_rcnn/false_positive": 0.16728586795255262, "roi_head/num_bg_samples": 461.0, "roi_head/num_fg_samples": 51.0, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5640600915030518, "total_loss": 1.154377908052993} {"data_time": 0.012282491999940248, "eta_seconds": 91642.88781802828, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.3817675159235669, "fast_rcnn/fg_cls_accuracy": 0.5690435766836446, "iteration": 107699, "loss_box_reg": 0.23673965292982757, "loss_cls": 0.21730500843841583, "loss_mask": 0.2610046425834298, "loss_rpn_cls": 0.050082005036529154, "loss_rpn_loc": 0.08025274073588662, "loss_sem_seg": 0.34239721298217773, "lr": 0.02, "mask_rcnn/accuracy": 0.8855601615646258, "mask_rcnn/false_negative": 0.10436766665928465, "mask_rcnn/false_positive": 0.12226143420509056, "roi_head/num_bg_samples": 462.0, "roi_head/num_fg_samples": 50.0, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5664193984957819, "total_loss": 1.1756066161906347} {"data_time": 0.012376285496429773, "eta_seconds": 91607.02779286681, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.41575757575757577, "fast_rcnn/fg_cls_accuracy": 0.5262463343108504, "iteration": 107719, "loss_box_reg": 0.24258602084591985, "loss_cls": 0.21905119414441288, "loss_mask": 0.26024222653359175, "loss_rpn_cls": 0.04720927111338824, "loss_rpn_loc": 0.08143570405809442, "loss_sem_seg": 0.34112011827528477, "lr": 0.02, "mask_rcnn/accuracy": 0.8951682321280161, "mask_rcnn/false_negative": 0.09404325473588533, "mask_rcnn/false_positive": 0.1273341721214925, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 236.25, "rpn/num_pos_anchors": 19.75, "time": 0.5552265455007728, "total_loss": 1.1753059918992221} {"data_time": 0.012038720498821931, "eta_seconds": 91568.55363218742, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.38115588115588117, "fast_rcnn/fg_cls_accuracy": 0.5353233830845772, "iteration": 107739, "loss_box_reg": 0.2481226841919124, "loss_cls": 0.24830657057464123, "loss_mask": 0.25677873473614454, "loss_rpn_cls": 0.04115998686756939, "loss_rpn_loc": 0.08100063315941952, "loss_sem_seg": 0.3529199408367276, "lr": 0.02, "mask_rcnn/accuracy": 0.8852129068965804, "mask_rcnn/false_negative": 0.08782413563759361, "mask_rcnn/false_positive": 0.1535983538777526, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5567470779969881, "total_loss": 1.2509107678197324} {"data_time": 0.011951107495406177, "eta_seconds": 91593.36811224875, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.33095527221210286, "fast_rcnn/fg_cls_accuracy": 0.6134364958565872, "iteration": 107759, "loss_box_reg": 0.24268433405086398, "loss_cls": 0.21720448601990938, "loss_mask": 0.26913748448714614, "loss_rpn_cls": 0.04793883621459827, "loss_rpn_loc": 0.0813455525203608, "loss_sem_seg": 0.3608183916658163, "lr": 0.02, "mask_rcnn/accuracy": 0.8775284118386691, "mask_rcnn/false_negative": 0.09351265177233561, "mask_rcnn/false_positive": 0.14142610188753668, "roi_head/num_bg_samples": 432.5, "roi_head/num_fg_samples": 79.5, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 0.5669732709975506, "total_loss": 1.2435891677159816} {"data_time": 0.011767859999963548, "eta_seconds": 91568.65078364339, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.3539047927986376, "fast_rcnn/fg_cls_accuracy": 0.5598995695839312, "iteration": 107779, "loss_box_reg": 0.2233603005297482, "loss_cls": 0.2090749356430024, "loss_mask": 0.23859717417508364, "loss_rpn_cls": 0.04993719652702566, "loss_rpn_loc": 0.06806176371173933, "loss_sem_seg": 0.3533868386875838, "lr": 0.02, "mask_rcnn/accuracy": 0.8958105911128753, "mask_rcnn/false_negative": 0.08431488816287944, "mask_rcnn/false_positive": 0.11349362929860848, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5582478130017989, "total_loss": 1.1046125321590807} {"data_time": 0.013542296997911762, "eta_seconds": 91590.48115432881, "fast_rcnn/cls_accuracy": 0.91259765625, "fast_rcnn/false_negative": 0.34030892932712653, "fast_rcnn/fg_cls_accuracy": 0.6075093867334167, "iteration": 107799, "loss_box_reg": 0.23266966198571026, "loss_cls": 0.20963073195889592, "loss_mask": 0.25015290081501007, "loss_rpn_cls": 0.04428277618717402, "loss_rpn_loc": 0.07186909488518722, "loss_sem_seg": 0.32149247801862657, "lr": 0.02, "mask_rcnn/accuracy": 0.8812903993463098, "mask_rcnn/false_negative": 0.1040591055276816, "mask_rcnn/false_positive": 0.1437480681766613, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5739887200033991, "total_loss": 1.1600898882606998} {"data_time": 0.012478631499106996, "eta_seconds": 91579.18769976881, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.37687697576396206, "fast_rcnn/fg_cls_accuracy": 0.6074260994953136, "iteration": 107819, "loss_box_reg": 0.25358299911022186, "loss_cls": 0.2391225416213274, "loss_mask": 0.265411620028317, "loss_rpn_cls": 0.05779139228252461, "loss_rpn_loc": 0.097237215959467, "loss_sem_seg": 0.3196955122984946, "lr": 0.02, "mask_rcnn/accuracy": 0.8844912224758323, "mask_rcnn/false_negative": 0.09450911365334977, "mask_rcnn/false_positive": 0.1411447674936203, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.566459075500461, "total_loss": 1.2467534929528483} {"data_time": 0.0125856205013406, "eta_seconds": 91534.78267133352, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.38658636178031847, "fast_rcnn/fg_cls_accuracy": 0.589396628216504, "iteration": 107839, "loss_box_reg": 0.20454858662560582, "loss_cls": 0.18619998614303768, "loss_mask": 0.2546491138637066, "loss_rpn_cls": 0.050147138215834275, "loss_rpn_loc": 0.07110498218389694, "loss_sem_seg": 0.314763686619699, "lr": 0.02, "mask_rcnn/accuracy": 0.8935306491493524, "mask_rcnn/false_negative": 0.0995104130197434, "mask_rcnn/false_positive": 0.14989732956125149, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5475220209991676, "total_loss": 1.079236485194997} {"data_time": 0.012586301498231478, "eta_seconds": 91523.49330056357, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.3546230440967283, "fast_rcnn/fg_cls_accuracy": 0.6280221724259936, "iteration": 107859, "loss_box_reg": 0.22898990020621568, "loss_cls": 0.22693935874849558, "loss_mask": 0.2484803544357419, "loss_rpn_cls": 0.04554225300671533, "loss_rpn_loc": 0.08316262433072552, "loss_sem_seg": 0.32337758503854275, "lr": 0.02, "mask_rcnn/accuracy": 0.8893476900878047, "mask_rcnn/false_negative": 0.09428824135430014, "mask_rcnn/false_positive": 0.11420392409602984, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5584681330001331, "total_loss": 1.1347178240830544} {"data_time": 0.013160086000425508, "eta_seconds": 91475.66299187749, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.34375787351977827, "fast_rcnn/fg_cls_accuracy": 0.6127005347593584, "iteration": 107879, "loss_box_reg": 0.23072523018345237, "loss_cls": 0.22152986947912723, "loss_mask": 0.25635967729613185, "loss_rpn_cls": 0.036696773167932406, "loss_rpn_loc": 0.0722750024870038, "loss_sem_seg": 0.32849851599894464, "lr": 0.02, "mask_rcnn/accuracy": 0.8945828307335215, "mask_rcnn/false_negative": 0.07561119685712522, "mask_rcnn/false_positive": 0.1371928970547449, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.5598816739984613, "total_loss": 1.1676292221527547} {"data_time": 0.011539017999893986, "eta_seconds": 91524.51087275054, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.3181818181818182, "fast_rcnn/fg_cls_accuracy": 0.6463675213675213, "iteration": 107899, "loss_box_reg": 0.2561274943873286, "loss_cls": 0.23396223154850304, "loss_mask": 0.26316164806485176, "loss_rpn_cls": 0.05178351356880739, "loss_rpn_loc": 0.08333011269860435, "loss_sem_seg": 0.31641783379018307, "lr": 0.02, "mask_rcnn/accuracy": 0.8882177341392102, "mask_rcnn/false_negative": 0.09699965771260624, "mask_rcnn/false_positive": 0.11903562833497733, "roi_head/num_bg_samples": 431.0, "roi_head/num_fg_samples": 81.0, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5629698150005424, "total_loss": 1.171662089174788} {"data_time": 0.012842708500102162, "eta_seconds": 91477.68038564207, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3530801209372638, "fast_rcnn/fg_cls_accuracy": 0.6018007202881153, "iteration": 107919, "loss_box_reg": 0.22042064554989338, "loss_cls": 0.2019847114570439, "loss_mask": 0.24821379594504833, "loss_rpn_cls": 0.03923187774489634, "loss_rpn_loc": 0.06052591814659536, "loss_sem_seg": 0.29289643932133913, "lr": 0.02, "mask_rcnn/accuracy": 0.8987877676580835, "mask_rcnn/false_negative": 0.08827050439272882, "mask_rcnn/false_positive": 0.11698451522814671, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5676189370024076, "total_loss": 1.0880405303323641} {"data_time": 0.012806174003344495, "eta_seconds": 91487.24609320583, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.2997137448635671, "fast_rcnn/fg_cls_accuracy": 0.6200571752793296, "iteration": 107939, "loss_box_reg": 0.24099593190476298, "loss_cls": 0.22140414780005813, "loss_mask": 0.25401555746793747, "loss_rpn_cls": 0.040475307672750205, "loss_rpn_loc": 0.07176441213232465, "loss_sem_seg": 0.3201174584683031, "lr": 0.02, "mask_rcnn/accuracy": 0.887753454946028, "mask_rcnn/false_negative": 0.0984160351613746, "mask_rcnn/false_positive": 0.1290524914439911, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5798574369982816, "total_loss": 1.1567207553307526} {"data_time": 0.012596256496181013, "eta_seconds": 91430.52354023735, "fast_rcnn/cls_accuracy": 0.9140625, "fast_rcnn/false_negative": 0.373075100687041, "fast_rcnn/fg_cls_accuracy": 0.5786830357142857, "iteration": 107959, "loss_box_reg": 0.2404051562771201, "loss_cls": 0.22375715267844498, "loss_mask": 0.26376182585954666, "loss_rpn_cls": 0.04614508961094543, "loss_rpn_loc": 0.075599642645102, "loss_sem_seg": 0.3321847440674901, "lr": 0.02, "mask_rcnn/accuracy": 0.8709110822786142, "mask_rcnn/false_negative": 0.08770635283698365, "mask_rcnn/false_positive": 0.1537265130255966, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.5587829325013445, "total_loss": 1.1761927052066312} {"data_time": 0.012505860497185495, "eta_seconds": 91370.75235328432, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.40111557340473003, "fast_rcnn/fg_cls_accuracy": 0.5794994212962963, "iteration": 107979, "loss_box_reg": 0.24457174236886203, "loss_cls": 0.22292943205684423, "loss_mask": 0.26998337265104055, "loss_rpn_cls": 0.055535485327709466, "loss_rpn_loc": 0.08118044584989548, "loss_sem_seg": 0.33454952063038945, "lr": 0.02, "mask_rcnn/accuracy": 0.889596238224287, "mask_rcnn/false_negative": 0.09404014382649806, "mask_rcnn/false_positive": 0.13456399707015046, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.5595238554997195, "total_loss": 1.2499127273913473} {"data_time": 0.012468513999920106, "eta_seconds": 91364.30402171874, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3037601884870097, "fast_rcnn/fg_cls_accuracy": 0.6174127848356523, "iteration": 107999, "loss_box_reg": 0.22778900992125273, "loss_cls": 0.22758244280703366, "loss_mask": 0.26917029451578856, "loss_rpn_cls": 0.05334012827370316, "loss_rpn_loc": 0.10020213751704432, "loss_sem_seg": 0.3247716104378924, "lr": 0.02, "mask_rcnn/accuracy": 0.8817931458297605, "mask_rcnn/false_negative": 0.10171137153888318, "mask_rcnn/false_positive": 0.1382510141423457, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.5609716875042068, "total_loss": 1.216273342128261} {"data_time": 0.01173423050204292, "eta_seconds": 91342.02717203952, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.33415138207181605, "fast_rcnn/fg_cls_accuracy": 0.6108800482218204, "iteration": 108019, "loss_box_reg": 0.2339916005730629, "loss_cls": 0.21407192153856158, "loss_mask": 0.25953968800604343, "loss_rpn_cls": 0.041816038836259395, "loss_rpn_loc": 0.08833888964727521, "loss_sem_seg": 0.3468929377850145, "lr": 0.02, "mask_rcnn/accuracy": 0.9006898167430237, "mask_rcnn/false_negative": 0.09305385471283094, "mask_rcnn/false_positive": 0.09444186433397217, "roi_head/num_bg_samples": 460.5, "roi_head/num_fg_samples": 51.5, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5616780924974591, "total_loss": 1.166592296649469} {"data_time": 0.012772262998623773, "eta_seconds": 91330.74905581947, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.3005681818181818, "fast_rcnn/fg_cls_accuracy": 0.6693698732289336, "iteration": 108039, "loss_box_reg": 0.22932664258405566, "loss_cls": 0.2164136585779488, "loss_mask": 0.26462236419320107, "loss_rpn_cls": 0.04706621619698126, "loss_rpn_loc": 0.09223046276019886, "loss_sem_seg": 0.3275702509563416, "lr": 0.02, "mask_rcnn/accuracy": 0.8840903081994158, "mask_rcnn/false_negative": 0.10012032980724034, "mask_rcnn/false_positive": 0.1170695471868293, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5726898054999765, "total_loss": 1.2079323275829665} {"data_time": 0.012378726503811777, "eta_seconds": 91323.91111838268, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.25636363636363635, "fast_rcnn/fg_cls_accuracy": 0.7221320346320346, "iteration": 108059, "loss_box_reg": 0.2302811131812632, "loss_cls": 0.21108951047062874, "loss_mask": 0.2631623251363635, "loss_rpn_cls": 0.04471073596505448, "loss_rpn_loc": 0.06733431579777971, "loss_sem_seg": 0.3053473311010748, "lr": 0.02, "mask_rcnn/accuracy": 0.8935292033355147, "mask_rcnn/false_negative": 0.08535471820521193, "mask_rcnn/false_positive": 0.12081154646487074, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5670649485000467, "total_loss": 1.1766868646082003} {"data_time": 0.01237292299629189, "eta_seconds": 91317.07305616353, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.3103719430683337, "fast_rcnn/fg_cls_accuracy": 0.6772823779193206, "iteration": 108079, "loss_box_reg": 0.253565949620679, "loss_cls": 0.23731680016499013, "loss_mask": 0.26668824534863234, "loss_rpn_cls": 0.047220771841239184, "loss_rpn_loc": 0.09592310391599312, "loss_sem_seg": 0.3593213567510247, "lr": 0.02, "mask_rcnn/accuracy": 0.8744927797844627, "mask_rcnn/false_negative": 0.09879393986542587, "mask_rcnn/false_positive": 0.13954515106065582, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5653145139949629, "total_loss": 1.2099249473249074} {"data_time": 0.012186438496428309, "eta_seconds": 91251.34588895392, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.31683253260123545, "fast_rcnn/fg_cls_accuracy": 0.6305249437137102, "iteration": 108099, "loss_box_reg": 0.2329515772871673, "loss_cls": 0.22451122850179672, "loss_mask": 0.25728672929108143, "loss_rpn_cls": 0.04339753450767603, "loss_rpn_loc": 0.06981271511176601, "loss_sem_seg": 0.34248847607523203, "lr": 0.02, "mask_rcnn/accuracy": 0.8951079485434638, "mask_rcnn/false_negative": 0.11700111603231535, "mask_rcnn/false_positive": 0.1065486705773693, "roi_head/num_bg_samples": 456.25, "roi_head/num_fg_samples": 55.75, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5616300585024874, "total_loss": 1.1897343917080434} {"data_time": 0.013256769998406526, "eta_seconds": 91291.8002092446, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.2492629716981132, "fast_rcnn/fg_cls_accuracy": 0.6914539400665927, "iteration": 108119, "loss_box_reg": 0.23560141120105982, "loss_cls": 0.21652034064754844, "loss_mask": 0.25789858354255557, "loss_rpn_cls": 0.04881321679567918, "loss_rpn_loc": 0.09235114575130865, "loss_sem_seg": 0.322616133838892, "lr": 0.02, "mask_rcnn/accuracy": 0.9083464335037073, "mask_rcnn/false_negative": 0.07706706536178873, "mask_rcnn/false_positive": 0.10733259743700568, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5761888939996425, "total_loss": 1.2013515066064429} {"data_time": 0.01256286400166573, "eta_seconds": 91320.594878375, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.34153846153846157, "fast_rcnn/fg_cls_accuracy": 0.5991962174940898, "iteration": 108139, "loss_box_reg": 0.2374006286263466, "loss_cls": 0.22519679076503962, "loss_mask": 0.2636811207048595, "loss_rpn_cls": 0.04355158773250878, "loss_rpn_loc": 0.09783638291992247, "loss_sem_seg": 0.3623137171380222, "lr": 0.02, "mask_rcnn/accuracy": 0.8910628517498052, "mask_rcnn/false_negative": 0.0983976670820749, "mask_rcnn/false_positive": 0.1267964648083002, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.569593847496435, "total_loss": 1.264272639498813} {"data_time": 0.01334418950136751, "eta_seconds": 91342.2256235629, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.31274630541871923, "fast_rcnn/fg_cls_accuracy": 0.667636960740409, "iteration": 108159, "loss_box_reg": 0.21524880407378078, "loss_cls": 0.23461827402934432, "loss_mask": 0.25809243600815535, "loss_rpn_cls": 0.03815111465519294, "loss_rpn_loc": 0.07139944197842851, "loss_sem_seg": 0.3331033168360591, "lr": 0.02, "mask_rcnn/accuracy": 0.8794774373899306, "mask_rcnn/false_negative": 0.0845727949838428, "mask_rcnn/false_positive": 0.12663398817144356, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5801411220018053, "total_loss": 1.1949380905425642} {"data_time": 0.012662162000196986, "eta_seconds": 91351.76044852655, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.41982864137086906, "fast_rcnn/fg_cls_accuracy": 0.5420419254658385, "iteration": 108179, "loss_box_reg": 0.23466006433591247, "loss_cls": 0.22081656847149134, "loss_mask": 0.2638232600875199, "loss_rpn_cls": 0.043435715488158166, "loss_rpn_loc": 0.07478961220476776, "loss_sem_seg": 0.359458330553025, "lr": 0.02, "mask_rcnn/accuracy": 0.8874547239401925, "mask_rcnn/false_negative": 0.10597223954613363, "mask_rcnn/false_positive": 0.11596448562710185, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5697873975004768, "total_loss": 1.1828148947679438} {"data_time": 0.012609032499312889, "eta_seconds": 91291.32243890589, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.36233552631578947, "fast_rcnn/fg_cls_accuracy": 0.5934698247022614, "iteration": 108199, "loss_box_reg": 0.24709746520966291, "loss_cls": 0.23053219774737954, "loss_mask": 0.2661309652030468, "loss_rpn_cls": 0.045829074835637584, "loss_rpn_loc": 0.07742217474151403, "loss_sem_seg": 0.3338101776316762, "lr": 0.02, "mask_rcnn/accuracy": 0.8799758002516075, "mask_rcnn/false_negative": 0.09891226128270006, "mask_rcnn/false_positive": 0.14531788180026223, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 234.25, "rpn/num_pos_anchors": 21.75, "time": 0.5609558390024176, "total_loss": 1.1693371218570974} {"data_time": 0.014062023998121731, "eta_seconds": 91345.85015089455, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.34716748768472905, "fast_rcnn/fg_cls_accuracy": 0.5879752431476569, "iteration": 108219, "loss_box_reg": 0.23508523125201464, "loss_cls": 0.23656675964593887, "loss_mask": 0.2686633327975869, "loss_rpn_cls": 0.049560229999769945, "loss_rpn_loc": 0.0790226188255474, "loss_sem_seg": 0.3741982523351908, "lr": 0.02, "mask_rcnn/accuracy": 0.8955128353020795, "mask_rcnn/false_negative": 0.0861597411564152, "mask_rcnn/false_positive": 0.13229651397710257, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5628793370051426, "total_loss": 1.2973776631406508} {"data_time": 0.012293011001020204, "eta_seconds": 91346.86083784292, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3151192778852353, "fast_rcnn/fg_cls_accuracy": 0.5723741424292201, "iteration": 108239, "loss_box_reg": 0.22250243881717324, "loss_cls": 0.2246498374734074, "loss_mask": 0.26790855918079615, "loss_rpn_cls": 0.050195812596939504, "loss_rpn_loc": 0.07848246954381466, "loss_sem_seg": 0.3148671458475292, "lr": 0.02, "mask_rcnn/accuracy": 0.8869391935508959, "mask_rcnn/false_negative": 0.10461568488927064, "mask_rcnn/false_positive": 0.1187811775630927, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5571939385008591, "total_loss": 1.2194195106858388} {"data_time": 0.012506171002314659, "eta_seconds": 91335.56678540286, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.31826081745175594, "fast_rcnn/fg_cls_accuracy": 0.5950819672131147, "iteration": 108259, "loss_box_reg": 0.233073428273201, "loss_cls": 0.21588358283042908, "loss_mask": 0.2514582369476557, "loss_rpn_cls": 0.04734171481686644, "loss_rpn_loc": 0.07743163307895884, "loss_sem_seg": 0.33592178020626307, "lr": 0.02, "mask_rcnn/accuracy": 0.89238533593452, "mask_rcnn/false_negative": 0.07627518202236401, "mask_rcnn/false_positive": 0.1406167161220043, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.5603332680002495, "total_loss": 1.159707987550064} {"data_time": 0.012350085999059957, "eta_seconds": 91352.98613449762, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.29894179894179895, "fast_rcnn/fg_cls_accuracy": 0.687665343915344, "iteration": 108279, "loss_box_reg": 0.23699965816922486, "loss_cls": 0.22785506932996213, "loss_mask": 0.25741414818912745, "loss_rpn_cls": 0.04414333138265647, "loss_rpn_loc": 0.0714480456081219, "loss_sem_seg": 0.3217039438895881, "lr": 0.02, "mask_rcnn/accuracy": 0.888660338970898, "mask_rcnn/false_negative": 0.10029911224434712, "mask_rcnn/false_positive": 0.1275471113709076, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5699944740008505, "total_loss": 1.1911824078852078} {"data_time": 0.013436835495667765, "eta_seconds": 91374.93352801297, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.3664772727272727, "fast_rcnn/fg_cls_accuracy": 0.5971239981140971, "iteration": 108299, "loss_box_reg": 0.23505489388480783, "loss_cls": 0.21025607595220208, "loss_mask": 0.25819008611142635, "loss_rpn_cls": 0.04649349782266654, "loss_rpn_loc": 0.06832258449867368, "loss_sem_seg": 0.32786723086610436, "lr": 0.02, "mask_rcnn/accuracy": 0.8895903267849197, "mask_rcnn/false_negative": 0.10610675772573344, "mask_rcnn/false_positive": 0.1173351103778523, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5678202285016596, "total_loss": 1.2030712502019014} {"data_time": 0.013575428500189446, "eta_seconds": 91387.23804779194, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.42329923125830876, "fast_rcnn/fg_cls_accuracy": 0.5586293725330067, "iteration": 108319, "loss_box_reg": 0.22220401233062148, "loss_cls": 0.20040700095705688, "loss_mask": 0.2646758062765002, "loss_rpn_cls": 0.042519986105617136, "loss_rpn_loc": 0.06905434688087553, "loss_sem_seg": 0.3467357438057661, "lr": 0.02, "mask_rcnn/accuracy": 0.8828492839434039, "mask_rcnn/false_negative": 0.09410292998030342, "mask_rcnn/false_positive": 0.13338884516585153, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5722795485016832, "total_loss": 1.1464046025066637} {"data_time": 0.01295762849622406, "eta_seconds": 91375.93341236195, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.32800025962224966, "fast_rcnn/fg_cls_accuracy": 0.6029279532426661, "iteration": 108339, "loss_box_reg": 0.20700394921004772, "loss_cls": 0.1981167565099895, "loss_mask": 0.2540457397699356, "loss_rpn_cls": 0.04740725632291287, "loss_rpn_loc": 0.08082281542010605, "loss_sem_seg": 0.3103860653936863, "lr": 0.02, "mask_rcnn/accuracy": 0.903836117428733, "mask_rcnn/false_negative": 0.07824015981803376, "mask_rcnn/false_positive": 0.10217477273870323, "roi_head/num_bg_samples": 469.75, "roi_head/num_fg_samples": 42.25, "rpn/num_neg_anchors": 243.75, "rpn/num_pos_anchors": 12.25, "time": 0.5548076300001412, "total_loss": 1.1378583111218177} {"data_time": 0.013343492501007859, "eta_seconds": 91349.28799482175, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.33300749429781684, "fast_rcnn/fg_cls_accuracy": 0.64614898989899, "iteration": 108359, "loss_box_reg": 0.23263383843004704, "loss_cls": 0.21677265199832618, "loss_mask": 0.24940573470667005, "loss_rpn_cls": 0.03911290281394031, "loss_rpn_loc": 0.06652885788935237, "loss_sem_seg": 0.3513917662203312, "lr": 0.02, "mask_rcnn/accuracy": 0.8835241537091028, "mask_rcnn/false_negative": 0.11201541190081035, "mask_rcnn/false_positive": 0.12342825286010764, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 235.25, "rpn/num_pos_anchors": 20.75, "time": 0.5597059025021736, "total_loss": 1.1739225790079217} {"data_time": 0.013344708000659011, "eta_seconds": 91353.32414150197, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.32941729323308266, "fast_rcnn/fg_cls_accuracy": 0.6616541353383458, "iteration": 108379, "loss_box_reg": 0.22582351230084896, "loss_cls": 0.20774246961809695, "loss_mask": 0.25958994030952454, "loss_rpn_cls": 0.039752467411744874, "loss_rpn_loc": 0.09391656640218571, "loss_sem_seg": 0.33991638058796525, "lr": 0.02, "mask_rcnn/accuracy": 0.8949017466181874, "mask_rcnn/false_negative": 0.1113627370653632, "mask_rcnn/false_positive": 0.1102644079108013, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.552686717499455, "total_loss": 1.1354945666680578} {"data_time": 0.012304803996812552, "eta_seconds": 91376.31535954421, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.3439130434782609, "fast_rcnn/fg_cls_accuracy": 0.6439881910896403, "iteration": 108399, "loss_box_reg": 0.2412964659743011, "loss_cls": 0.22176096541807055, "loss_mask": 0.25972062908113003, "loss_rpn_cls": 0.041223745385650545, "loss_rpn_loc": 0.07692853297339752, "loss_sem_seg": 0.32001677760854363, "lr": 0.02, "mask_rcnn/accuracy": 0.8819852316793568, "mask_rcnn/false_negative": 0.11836170047762726, "mask_rcnn/false_positive": 0.12060024711058677, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5627899514984165, "total_loss": 1.1962665289756842} {"data_time": 0.012642555502679897, "eta_seconds": 91418.56120868117, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.4002995293110826, "fast_rcnn/fg_cls_accuracy": 0.5757859465851976, "iteration": 108419, "loss_box_reg": 0.24087787710595876, "loss_cls": 0.22148765483871102, "loss_mask": 0.25841224193573, "loss_rpn_cls": 0.046418095531407744, "loss_rpn_loc": 0.07387948222458363, "loss_sem_seg": 0.3195198900066316, "lr": 0.02, "mask_rcnn/accuracy": 0.8894937711387678, "mask_rcnn/false_negative": 0.09245851396667965, "mask_rcnn/false_positive": 0.11894824207706431, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5653095490015403, "total_loss": 1.1331597485404927} {"data_time": 0.013151449998986209, "eta_seconds": 91400.78616886641, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.4019201807228916, "fast_rcnn/fg_cls_accuracy": 0.5650111607142857, "iteration": 108439, "loss_box_reg": 0.25510352896526456, "loss_cls": 0.23325970489531755, "loss_mask": 0.26841036789119244, "loss_rpn_cls": 0.04423028515884653, "loss_rpn_loc": 0.0829996460233815, "loss_sem_seg": 0.35635191202163696, "lr": 0.02, "mask_rcnn/accuracy": 0.8779681418841575, "mask_rcnn/false_negative": 0.10739817066759205, "mask_rcnn/false_positive": 0.12271628513784136, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5639372220030054, "total_loss": 1.2222558786161244} {"data_time": 0.012255331501364708, "eta_seconds": 91342.38871972408, "fast_rcnn/cls_accuracy": 0.91259765625, "fast_rcnn/false_negative": 0.39858999779687154, "fast_rcnn/fg_cls_accuracy": 0.5502808988764045, "iteration": 108459, "loss_box_reg": 0.23406415479257703, "loss_cls": 0.21399127831682563, "loss_mask": 0.26108428929001093, "loss_rpn_cls": 0.041537849116139114, "loss_rpn_loc": 0.07249231298919767, "loss_sem_seg": 0.32025370048359036, "lr": 0.02, "mask_rcnn/accuracy": 0.8722253036513368, "mask_rcnn/false_negative": 0.10775648528684854, "mask_rcnn/false_positive": 0.13237754983447092, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.5726481250021607, "total_loss": 1.15559588780161} {"data_time": 0.012922811503813136, "eta_seconds": 91364.96880309153, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.3466666666666667, "fast_rcnn/fg_cls_accuracy": 0.6072340425531915, "iteration": 108479, "loss_box_reg": 0.24867505463771522, "loss_cls": 0.22501642862334847, "loss_mask": 0.25114938896149397, "loss_rpn_cls": 0.04686373780714348, "loss_rpn_loc": 0.08038134512025863, "loss_sem_seg": 0.33982065226882696, "lr": 0.02, "mask_rcnn/accuracy": 0.8876313709077381, "mask_rcnn/false_negative": 0.08934327779803171, "mask_rcnn/false_positive": 0.13519386562400715, "roi_head/num_bg_samples": 456.25, "roi_head/num_fg_samples": 55.75, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 0.5629686704960477, "total_loss": 1.2439502343186177} {"data_time": 0.012176921001810115, "eta_seconds": 91366.84204144623, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.35863839285714283, "fast_rcnn/fg_cls_accuracy": 0.5761507936507937, "iteration": 108499, "loss_box_reg": 0.24046485731378198, "loss_cls": 0.23933760914951563, "loss_mask": 0.25954859144985676, "loss_rpn_cls": 0.04405723459785804, "loss_rpn_loc": 0.0813895310566295, "loss_sem_seg": 0.3719416530802846, "lr": 0.02, "mask_rcnn/accuracy": 0.8922946074458464, "mask_rcnn/false_negative": 0.1024577626639542, "mask_rcnn/false_positive": 0.11193250413363187, "roi_head/num_bg_samples": 425.25, "roi_head/num_fg_samples": 86.75, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.5718666735010629, "total_loss": 1.248780463123694} {"data_time": 0.01208364399644779, "eta_seconds": 91372.04255958536, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.26679208472686733, "fast_rcnn/fg_cls_accuracy": 0.6434972596652347, "iteration": 108519, "loss_box_reg": 0.22195079969242215, "loss_cls": 0.2060944305267185, "loss_mask": 0.24555967934429646, "loss_rpn_cls": 0.03775871283141896, "loss_rpn_loc": 0.0634244343964383, "loss_sem_seg": 0.3852080958895385, "lr": 0.02, "mask_rcnn/accuracy": 0.8986478596980665, "mask_rcnn/false_negative": 0.08888272344636589, "mask_rcnn/false_positive": 0.0975114811280492, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5720853035054461, "total_loss": 1.1642090520472266} {"data_time": 0.012490534500102513, "eta_seconds": 91378.3499988225, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.3325407608695652, "fast_rcnn/fg_cls_accuracy": 0.6447628458498024, "iteration": 108539, "loss_box_reg": 0.23617235338315368, "loss_cls": 0.21545986039564013, "loss_mask": 0.25318140257149935, "loss_rpn_cls": 0.04543888465559576, "loss_rpn_loc": 0.0819255293608876, "loss_sem_seg": 0.3504176770802587, "lr": 0.02, "mask_rcnn/accuracy": 0.8709910046633748, "mask_rcnn/false_negative": 0.1082146940200794, "mask_rcnn/false_positive": 0.1295940748892721, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.5716394959963509, "total_loss": 1.1886007290158886} {"data_time": 0.011671209500491386, "eta_seconds": 91356.16858505647, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.37225132694561247, "fast_rcnn/fg_cls_accuracy": 0.5523919245117401, "iteration": 108559, "loss_box_reg": 0.23113646148703992, "loss_cls": 0.22847059275954962, "loss_mask": 0.2561334501951933, "loss_rpn_cls": 0.04357205692213029, "loss_rpn_loc": 0.07715802532038651, "loss_sem_seg": 0.3414974487386644, "lr": 0.02, "mask_rcnn/accuracy": 0.8774261179223931, "mask_rcnn/false_negative": 0.1140361021377291, "mask_rcnn/false_positive": 0.12346803301223996, "roi_head/num_bg_samples": 429.0, "roi_head/num_fg_samples": 83.0, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.5645649540019804, "total_loss": 1.1548026800737716} {"data_time": 0.013166899501811713, "eta_seconds": 91321.58320488599, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3568445213726671, "fast_rcnn/fg_cls_accuracy": 0.6184668989547039, "iteration": 108579, "loss_box_reg": 0.22719859797507524, "loss_cls": 0.2276108432561159, "loss_mask": 0.24661304522305727, "loss_rpn_cls": 0.03711217670934275, "loss_rpn_loc": 0.06643600709503517, "loss_sem_seg": 0.3298893276369199, "lr": 0.02, "mask_rcnn/accuracy": 0.8830592735597369, "mask_rcnn/false_negative": 0.09301655632879735, "mask_rcnn/false_positive": 0.13854740424832362, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5741625699993165, "total_loss": 1.1729801472392865} {"data_time": 0.012988566999410978, "eta_seconds": 91316.7216296616, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.33198924731182794, "fast_rcnn/fg_cls_accuracy": 0.6290835181079084, "iteration": 108599, "loss_box_reg": 0.24824955873191357, "loss_cls": 0.23737747455015779, "loss_mask": 0.28550202026963234, "loss_rpn_cls": 0.05337808688636869, "loss_rpn_loc": 0.0775082734762691, "loss_sem_seg": 0.3291653301566839, "lr": 0.02, "mask_rcnn/accuracy": 0.8796459609873005, "mask_rcnn/false_negative": 0.11294272439444633, "mask_rcnn/false_positive": 0.10893857522036232, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.570931472502707, "total_loss": 1.2387755620875396} {"data_time": 0.012642208497709362, "eta_seconds": 91305.40612088164, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.37371615312791784, "fast_rcnn/fg_cls_accuracy": 0.5842245989304813, "iteration": 108619, "loss_box_reg": 0.22631612804252654, "loss_cls": 0.21188899572007358, "loss_mask": 0.253065372351557, "loss_rpn_cls": 0.044544627860886976, "loss_rpn_loc": 0.06200640485621989, "loss_sem_seg": 0.33863020641729236, "lr": 0.02, "mask_rcnn/accuracy": 0.8804989610113834, "mask_rcnn/false_negative": 0.09918833771420651, "mask_rcnn/false_positive": 0.14229209681548044, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5739639490020636, "total_loss": 1.178246229494107} {"data_time": 0.012720719998469576, "eta_seconds": 91310.8982170161, "fast_rcnn/cls_accuracy": 0.9111328125, "fast_rcnn/false_negative": 0.41086035281363953, "fast_rcnn/fg_cls_accuracy": 0.560108644307983, "iteration": 108639, "loss_box_reg": 0.2552018165588379, "loss_cls": 0.24647229886613786, "loss_mask": 0.26118447771295905, "loss_rpn_cls": 0.042696870426880196, "loss_rpn_loc": 0.08938416963792406, "loss_sem_seg": 0.31788046285510063, "lr": 0.02, "mask_rcnn/accuracy": 0.8828417196200953, "mask_rcnn/false_negative": 0.09412692753741728, "mask_rcnn/false_positive": 0.1329288118768362, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.5692562434996944, "total_loss": 1.218714134010952} {"data_time": 0.012465484000131255, "eta_seconds": 91282.01978597103, "fast_rcnn/cls_accuracy": 0.95751953125, "fast_rcnn/false_negative": 0.2699530516431925, "fast_rcnn/fg_cls_accuracy": 0.6636904761904762, "iteration": 108659, "loss_box_reg": 0.21833705180324614, "loss_cls": 0.214003118686378, "loss_mask": 0.2560161519795656, "loss_rpn_cls": 0.037687838630517945, "loss_rpn_loc": 0.0692156168515794, "loss_sem_seg": 0.3294021273031831, "lr": 0.02, "mask_rcnn/accuracy": 0.9066962671384814, "mask_rcnn/false_negative": 0.07224830028745777, "mask_rcnn/false_positive": 0.11129831494484176, "roi_head/num_bg_samples": 460.75, "roi_head/num_fg_samples": 51.25, "rpn/num_neg_anchors": 236.25, "rpn/num_pos_anchors": 19.75, "time": 0.5557796809989668, "total_loss": 1.1393919007387012} {"data_time": 0.013821197499055415, "eta_seconds": 91278.372280785, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.3603491771112802, "fast_rcnn/fg_cls_accuracy": 0.55134395893834, "iteration": 108679, "loss_box_reg": 0.24296755483374, "loss_cls": 0.23296383139677346, "loss_mask": 0.26289487536996603, "loss_rpn_cls": 0.03933152597164735, "loss_rpn_loc": 0.07138533121906221, "loss_sem_seg": 0.34040834940969944, "lr": 0.02, "mask_rcnn/accuracy": 0.8906854337156815, "mask_rcnn/false_negative": 0.09731567861035831, "mask_rcnn/false_positive": 0.12581918857984636, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.566169974499644, "total_loss": 1.2246271447074832} {"data_time": 0.01220030699550989, "eta_seconds": 91203.23136779477, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.311600164541341, "fast_rcnn/fg_cls_accuracy": 0.6459456978265361, "iteration": 108699, "loss_box_reg": 0.23340530460700393, "loss_cls": 0.21537658222950995, "loss_mask": 0.2622687937691808, "loss_rpn_cls": 0.05457312683574855, "loss_rpn_loc": 0.0714527256495785, "loss_sem_seg": 0.32487839832901955, "lr": 0.02, "mask_rcnn/accuracy": 0.8907601502139317, "mask_rcnn/false_negative": 0.0895624951358159, "mask_rcnn/false_positive": 0.09719799160036938, "roi_head/num_bg_samples": 456.75, "roi_head/num_fg_samples": 55.25, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5571591554980841, "total_loss": 1.1694119311287068} {"data_time": 0.01203624450135976, "eta_seconds": 91354.48069682319, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.3263813651137595, "fast_rcnn/fg_cls_accuracy": 0.6585523092395369, "iteration": 108719, "loss_box_reg": 0.2292204424738884, "loss_cls": 0.2124571786262095, "loss_mask": 0.25326732359826565, "loss_rpn_cls": 0.04621989367296919, "loss_rpn_loc": 0.07434962273691781, "loss_sem_seg": 0.34269841853529215, "lr": 0.02, "mask_rcnn/accuracy": 0.8995318053485439, "mask_rcnn/false_negative": 0.08348979395988024, "mask_rcnn/false_positive": 0.10944983764788621, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 202.5, "rpn/num_pos_anchors": 53.5, "time": 0.5800771715003066, "total_loss": 1.1792133740673307} {"data_time": 0.012649614498513984, "eta_seconds": 91377.01068690143, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.31961805555555556, "fast_rcnn/fg_cls_accuracy": 0.5964845145160467, "iteration": 108739, "loss_box_reg": 0.24450515815988183, "loss_cls": 0.22206526389345527, "loss_mask": 0.25512957386672497, "loss_rpn_cls": 0.044947280490305275, "loss_rpn_loc": 0.083107450773241, "loss_sem_seg": 0.3132228993345052, "lr": 0.02, "mask_rcnn/accuracy": 0.8826374614594039, "mask_rcnn/false_negative": 0.09151055231373276, "mask_rcnn/false_positive": 0.15634047613293328, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.5839388385029451, "total_loss": 1.1387827632715926} {"data_time": 0.01283555550253368, "eta_seconds": 91374.82604610288, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.31101694915254235, "fast_rcnn/fg_cls_accuracy": 0.640339134315038, "iteration": 108759, "loss_box_reg": 0.23622649675235152, "loss_cls": 0.21486730501055717, "loss_mask": 0.26153912814334035, "loss_rpn_cls": 0.03723613981856033, "loss_rpn_loc": 0.07006912745418958, "loss_sem_seg": 0.3107591886073351, "lr": 0.02, "mask_rcnn/accuracy": 0.9130693355496624, "mask_rcnn/false_negative": 0.08760271754346177, "mask_rcnn/false_positive": 0.09152176848952726, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 235.0, "rpn/num_pos_anchors": 21.0, "time": 0.5732858494957327, "total_loss": 1.1333361523866188} {"data_time": 0.012429784503183328, "eta_seconds": 91415.80194912262, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.2905783582089552, "fast_rcnn/fg_cls_accuracy": 0.6351520572450805, "iteration": 108779, "loss_box_reg": 0.25963844219222665, "loss_cls": 0.22630645288154483, "loss_mask": 0.26972769666463137, "loss_rpn_cls": 0.048981887914123945, "loss_rpn_loc": 0.08422517904546112, "loss_sem_seg": 0.3315750854089856, "lr": 0.02, "mask_rcnn/accuracy": 0.8721311042601307, "mask_rcnn/false_negative": 0.09301882814893973, "mask_rcnn/false_positive": 0.1430536247600746, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.5680470725019404, "total_loss": 1.232668080163421} {"data_time": 0.013039495999692008, "eta_seconds": 91352.15815740309, "fast_rcnn/cls_accuracy": 0.95947265625, "fast_rcnn/false_negative": 0.3347530864197531, "fast_rcnn/fg_cls_accuracy": 0.6315466322834162, "iteration": 108799, "loss_box_reg": 0.21298199566081166, "loss_cls": 0.2037939173169434, "loss_mask": 0.25111288530752063, "loss_rpn_cls": 0.04122988032759167, "loss_rpn_loc": 0.0735162699711509, "loss_sem_seg": 0.29538194416090846, "lr": 0.02, "mask_rcnn/accuracy": 0.8969817279321367, "mask_rcnn/false_negative": 0.0983489321284613, "mask_rcnn/false_positive": 0.1036537015811457, "roi_head/num_bg_samples": 468.75, "roi_head/num_fg_samples": 43.25, "rpn/num_neg_anchors": 239.5, "rpn/num_pos_anchors": 16.5, "time": 0.5550692459983111, "total_loss": 1.1028132700303104} {"data_time": 0.012748952500260202, "eta_seconds": 91331.67944838156, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.4337979094076655, "fast_rcnn/fg_cls_accuracy": 0.4966666666666667, "iteration": 108819, "loss_box_reg": 0.23435008386150002, "loss_cls": 0.21321060875197873, "loss_mask": 0.2629718903917819, "loss_rpn_cls": 0.04041646042605862, "loss_rpn_loc": 0.0879385665175505, "loss_sem_seg": 0.3235603291541338, "lr": 0.02, "mask_rcnn/accuracy": 0.8676924519807924, "mask_rcnn/false_negative": 0.13242367280344935, "mask_rcnn/false_positive": 0.13616312511515238, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5624958765001793, "total_loss": 1.1413583035900956} {"data_time": 0.012206134000734892, "eta_seconds": 91425.63521571958, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.3236494597839136, "fast_rcnn/fg_cls_accuracy": 0.6164522058823529, "iteration": 108839, "loss_box_reg": 0.22677036933600903, "loss_cls": 0.21496682427823544, "loss_mask": 0.25350894685834646, "loss_rpn_cls": 0.041366330930031836, "loss_rpn_loc": 0.08255195355741307, "loss_sem_seg": 0.32937842700630426, "lr": 0.02, "mask_rcnn/accuracy": 0.9044446774143448, "mask_rcnn/false_negative": 0.07268808433364983, "mask_rcnn/false_positive": 0.11615258013590082, "roi_head/num_bg_samples": 461.5, "roi_head/num_fg_samples": 50.5, "rpn/num_neg_anchors": 236.75, "rpn/num_pos_anchors": 19.25, "time": 0.5775858095003059, "total_loss": 1.1623334426549263} {"data_time": 0.012543325501610525, "eta_seconds": 91433.33459472406, "fast_rcnn/cls_accuracy": 0.9140625, "fast_rcnn/false_negative": 0.39371227364185113, "fast_rcnn/fg_cls_accuracy": 0.6062877263581489, "iteration": 108859, "loss_box_reg": 0.24672704190015793, "loss_cls": 0.22216098802164197, "loss_mask": 0.2710089683532715, "loss_rpn_cls": 0.04399622872006148, "loss_rpn_loc": 0.06891387817449868, "loss_sem_seg": 0.3199531687423587, "lr": 0.02, "mask_rcnn/accuracy": 0.8778081121611205, "mask_rcnn/false_negative": 0.09540425631189749, "mask_rcnn/false_positive": 0.14291745986813228, "roi_head/num_bg_samples": 427.25, "roi_head/num_fg_samples": 84.75, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.5626737000056892, "total_loss": 1.2091631670773495} {"data_time": 0.012806160000764066, "eta_seconds": 91438.58197898319, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3311075293575869, "fast_rcnn/fg_cls_accuracy": 0.6228317778283633, "iteration": 108879, "loss_box_reg": 0.24202959006652236, "loss_cls": 0.2106623975560069, "loss_mask": 0.2637580633163452, "loss_rpn_cls": 0.05107223105733283, "loss_rpn_loc": 0.09287790389498696, "loss_sem_seg": 0.3303268817253411, "lr": 0.02, "mask_rcnn/accuracy": 0.8906690204753454, "mask_rcnn/false_negative": 0.09115436470776152, "mask_rcnn/false_positive": 0.13098191565913553, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.555957127999136, "total_loss": 1.259466993069509} {"data_time": 0.011806257996795466, "eta_seconds": 91427.23167927316, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.36851750045812715, "fast_rcnn/fg_cls_accuracy": 0.5913727263591599, "iteration": 108899, "loss_box_reg": 0.25070847291499376, "loss_cls": 0.23561735125258565, "loss_mask": 0.27693718019872904, "loss_rpn_cls": 0.05271179502597079, "loss_rpn_loc": 0.09610351224546321, "loss_sem_seg": 0.35045256093144417, "lr": 0.02, "mask_rcnn/accuracy": 0.8837664303009339, "mask_rcnn/false_negative": 0.08967412494716925, "mask_rcnn/false_positive": 0.12231667854492165, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5588956395004061, "total_loss": 1.2558239438512828} {"data_time": 0.012481432499043876, "eta_seconds": 91418.71793513825, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3412036020206457, "fast_rcnn/fg_cls_accuracy": 0.6248681434599156, "iteration": 108919, "loss_box_reg": 0.22737040929496288, "loss_cls": 0.2047644443809986, "loss_mask": 0.26710523199290037, "loss_rpn_cls": 0.04426633450202644, "loss_rpn_loc": 0.08196770458016545, "loss_sem_seg": 0.33719527162611485, "lr": 0.02, "mask_rcnn/accuracy": 0.8916273851142871, "mask_rcnn/false_negative": 0.09293541437575913, "mask_rcnn/false_positive": 0.11196516975979628, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.575009214997408, "total_loss": 1.1687134520398104} {"data_time": 0.012777129999449244, "eta_seconds": 91404.5310798531, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.38180489587139205, "fast_rcnn/fg_cls_accuracy": 0.4985859478568272, "iteration": 108939, "loss_box_reg": 0.22658568061888218, "loss_cls": 0.2198116530198604, "loss_mask": 0.2546825734898448, "loss_rpn_cls": 0.055529527191538364, "loss_rpn_loc": 0.08004194071691018, "loss_sem_seg": 0.3572941832244396, "lr": 0.02, "mask_rcnn/accuracy": 0.8790882814799541, "mask_rcnn/false_negative": 0.09374449108934857, "mask_rcnn/false_positive": 0.1477193520314693, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5668725340001401, "total_loss": 1.250239607936237} {"data_time": 0.012556450499687344, "eta_seconds": 91401.28718110514, "fast_rcnn/cls_accuracy": 0.9560546875, "fast_rcnn/false_negative": 0.2948509485094851, "fast_rcnn/fg_cls_accuracy": 0.6702842377260982, "iteration": 108959, "loss_box_reg": 0.22109872289001942, "loss_cls": 0.2194014871492982, "loss_mask": 0.25751553755253553, "loss_rpn_cls": 0.047894132789224386, "loss_rpn_loc": 0.07655532809440047, "loss_sem_seg": 0.31987251713871956, "lr": 0.02, "mask_rcnn/accuracy": 0.8961693794780692, "mask_rcnn/false_negative": 0.09297781364001288, "mask_rcnn/false_positive": 0.10365282455077679, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5706845505010278, "total_loss": 1.1261231571261305} {"data_time": 0.012829693001549458, "eta_seconds": 91384.66597943827, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.36687580437580436, "fast_rcnn/fg_cls_accuracy": 0.5988237639553429, "iteration": 108979, "loss_box_reg": 0.23252683342434466, "loss_cls": 0.2389035791857168, "loss_mask": 0.25955090392380953, "loss_rpn_cls": 0.050317807123064995, "loss_rpn_loc": 0.07467518909834325, "loss_sem_seg": 0.34532455960288644, "lr": 0.02, "mask_rcnn/accuracy": 0.9006161628701717, "mask_rcnn/false_negative": 0.10373864972549611, "mask_rcnn/false_positive": 0.10735762436752312, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5557954515024903, "total_loss": 1.2366162984108087} {"data_time": 0.012144147996878019, "eta_seconds": 91327.49959510104, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.40994131279904306, "fast_rcnn/fg_cls_accuracy": 0.5184415584415585, "iteration": 108999, "loss_box_reg": 0.2201140506658703, "loss_cls": 0.21453416906297207, "loss_mask": 0.26490485575050116, "loss_rpn_cls": 0.03973789844894782, "loss_rpn_loc": 0.06678225705400109, "loss_sem_seg": 0.3530905325897038, "lr": 0.02, "mask_rcnn/accuracy": 0.872141637662817, "mask_rcnn/false_negative": 0.10187736566026073, "mask_rcnn/false_positive": 0.12352252353850066, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5539132245030487, "total_loss": 1.1896670371643268} {"data_time": 0.012672789496718906, "eta_seconds": 91361.96467563829, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.3572455434157562, "fast_rcnn/fg_cls_accuracy": 0.6291666666666667, "iteration": 109019, "loss_box_reg": 0.23524307599291205, "loss_cls": 0.2220057314261794, "loss_mask": 0.26264261920005083, "loss_rpn_cls": 0.04837264135130681, "loss_rpn_loc": 0.07537150621647015, "loss_sem_seg": 0.3121001459658146, "lr": 0.02, "mask_rcnn/accuracy": 0.8936662199992356, "mask_rcnn/false_negative": 0.08602306608770519, "mask_rcnn/false_positive": 0.11375815022806268, "roi_head/num_bg_samples": 433.0, "roi_head/num_fg_samples": 79.0, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.5751593860004505, "total_loss": 1.1985406305175275} {"data_time": 0.011985422497673426, "eta_seconds": 91304.80967402102, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.4119892231701841, "fast_rcnn/fg_cls_accuracy": 0.5841939829366861, "iteration": 109039, "loss_box_reg": 0.24094377737492323, "loss_cls": 0.2204039494972676, "loss_mask": 0.24624495021998882, "loss_rpn_cls": 0.049721030809450895, "loss_rpn_loc": 0.08185497132944874, "loss_sem_seg": 0.33222713647410274, "lr": 0.02, "mask_rcnn/accuracy": 0.8888788955753242, "mask_rcnn/false_negative": 0.10050306089044582, "mask_rcnn/false_positive": 0.12342529954749572, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 206.5, "rpn/num_pos_anchors": 49.5, "time": 0.5645363580006233, "total_loss": 1.16426792711718} {"data_time": 0.01287191750088823, "eta_seconds": 91293.46471348101, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.3279745860608394, "fast_rcnn/fg_cls_accuracy": 0.6476703889102811, "iteration": 109059, "loss_box_reg": 0.23222041921690106, "loss_cls": 0.2111734482459724, "loss_mask": 0.24559845216572285, "loss_rpn_cls": 0.0441164426447358, "loss_rpn_loc": 0.06449382298160344, "loss_sem_seg": 0.33317956514656544, "lr": 0.02, "mask_rcnn/accuracy": 0.8935016466904222, "mask_rcnn/false_negative": 0.09519323423767698, "mask_rcnn/false_positive": 0.1422777468264016, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.5672383029996126, "total_loss": 1.1603956050239503} {"data_time": 0.012397125003190013, "eta_seconds": 91257.08535375015, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.38405172413793104, "fast_rcnn/fg_cls_accuracy": 0.5927518427518428, "iteration": 109079, "loss_box_reg": 0.2354930816218257, "loss_cls": 0.22375529445707798, "loss_mask": 0.25828286446630955, "loss_rpn_cls": 0.045317127121961676, "loss_rpn_loc": 0.07126681839145022, "loss_sem_seg": 0.2953122924081981, "lr": 0.02, "mask_rcnn/accuracy": 0.8812248389436136, "mask_rcnn/false_negative": 0.11133638095955992, "mask_rcnn/false_positive": 0.12528061231696078, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5648438805001206, "total_loss": 1.1705228804203216} {"data_time": 0.012996952998946654, "eta_seconds": 91270.77479240099, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.34289584827476294, "fast_rcnn/fg_cls_accuracy": 0.5607638888888888, "iteration": 109099, "loss_box_reg": 0.2371008452028036, "loss_cls": 0.21943340077996254, "loss_mask": 0.2585359802469611, "loss_rpn_cls": 0.053338271332904696, "loss_rpn_loc": 0.08307382227940252, "loss_sem_seg": 0.31679418310523033, "lr": 0.02, "mask_rcnn/accuracy": 0.8961406365743101, "mask_rcnn/false_negative": 0.09483624458639361, "mask_rcnn/false_positive": 0.12314899515218375, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5646272850026435, "total_loss": 1.1672333796450403} {"data_time": 0.01253447500130278, "eta_seconds": 91234.40165545006, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.32730560578661844, "fast_rcnn/fg_cls_accuracy": 0.5943042464781595, "iteration": 109119, "loss_box_reg": 0.23829356930218637, "loss_cls": 0.22472041635774076, "loss_mask": 0.27944021578878164, "loss_rpn_cls": 0.04344208003021777, "loss_rpn_loc": 0.07408100334578194, "loss_sem_seg": 0.3377350871451199, "lr": 0.02, "mask_rcnn/accuracy": 0.8822021954085697, "mask_rcnn/false_negative": 0.08616130147341279, "mask_rcnn/false_positive": 0.14300866228595432, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 239.25, "rpn/num_pos_anchors": 16.75, "time": 0.5702766354988853, "total_loss": 1.2211666464427253} {"data_time": 0.012103494995244546, "eta_seconds": 91211.0689863614, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.2892308512908044, "fast_rcnn/fg_cls_accuracy": 0.6807926178792405, "iteration": 109139, "loss_box_reg": 0.22456274228170514, "loss_cls": 0.20809964509680867, "loss_mask": 0.25990942772477865, "loss_rpn_cls": 0.0408183203835506, "loss_rpn_loc": 0.06832053221296519, "loss_sem_seg": 0.3424641373567283, "lr": 0.02, "mask_rcnn/accuracy": 0.8803002828616155, "mask_rcnn/false_negative": 0.10712899642233076, "mask_rcnn/false_positive": 0.11558589096332367, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5682267695010523, "total_loss": 1.1343378787278198} {"data_time": 0.011816728499979945, "eta_seconds": 91199.72862804131, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.28806115810019517, "fast_rcnn/fg_cls_accuracy": 0.6893138357705286, "iteration": 109159, "loss_box_reg": 0.24993692943826318, "loss_cls": 0.21377713466063142, "loss_mask": 0.26588732562959194, "loss_rpn_cls": 0.039867605119070504, "loss_rpn_loc": 0.08164805790875107, "loss_sem_seg": 0.3528066361322999, "lr": 0.02, "mask_rcnn/accuracy": 0.8971123002046346, "mask_rcnn/false_negative": 0.08228472559666822, "mask_rcnn/false_positive": 0.11758176096432381, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5726522905024467, "total_loss": 1.1667357581391116} {"data_time": 0.012919519504066557, "eta_seconds": 91129.55729311425, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.40147544166181326, "fast_rcnn/fg_cls_accuracy": 0.5944268254950495, "iteration": 109179, "loss_box_reg": 0.2554674600251019, "loss_cls": 0.2355496739037335, "loss_mask": 0.2649761363863945, "loss_rpn_cls": 0.04312546650180593, "loss_rpn_loc": 0.0809702766709961, "loss_sem_seg": 0.3589050511363894, "lr": 0.02, "mask_rcnn/accuracy": 0.8759745695153061, "mask_rcnn/false_negative": 0.11351543534870438, "mask_rcnn/false_positive": 0.14430521670251678, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.5637977989972569, "total_loss": 1.2165206666686572} {"data_time": 0.013038386496191379, "eta_seconds": 91118.22425112432, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.29249588815789473, "fast_rcnn/fg_cls_accuracy": 0.6320566267153032, "iteration": 109199, "loss_box_reg": 0.23398663732223213, "loss_cls": 0.22236290923319757, "loss_mask": 0.25674840714782476, "loss_rpn_cls": 0.04522274079499766, "loss_rpn_loc": 0.08238969149533659, "loss_sem_seg": 0.2961261586751789, "lr": 0.02, "mask_rcnn/accuracy": 0.888756308975203, "mask_rcnn/false_negative": 0.09793421728541937, "mask_rcnn/false_positive": 0.125762317327358, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.5586837115042727, "total_loss": 1.1854378097923473} {"data_time": 0.012999192000279436, "eta_seconds": 91106.8912091344, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.3741319444444444, "fast_rcnn/fg_cls_accuracy": 0.6041701935556685, "iteration": 109219, "loss_box_reg": 0.22534466511569917, "loss_cls": 0.21685970132239163, "loss_mask": 0.2559852562844753, "loss_rpn_cls": 0.04615186128648929, "loss_rpn_loc": 0.06364056016900577, "loss_sem_seg": 0.3427398884668946, "lr": 0.02, "mask_rcnn/accuracy": 0.8840016826836554, "mask_rcnn/false_negative": 0.0933767620717213, "mask_rcnn/false_positive": 0.1446411539268086, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5637416124991432, "total_loss": 1.1540976268297527} {"data_time": 0.01213237149931956, "eta_seconds": 91095.55816714447, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.40255172671829986, "fast_rcnn/fg_cls_accuracy": 0.5784841954022988, "iteration": 109239, "loss_box_reg": 0.24081981251947582, "loss_cls": 0.22808142099529505, "loss_mask": 0.2779875276610255, "loss_rpn_cls": 0.04703951932606287, "loss_rpn_loc": 0.08795037298114039, "loss_sem_seg": 0.34831896680407226, "lr": 0.02, "mask_rcnn/accuracy": 0.8896618618183059, "mask_rcnn/false_negative": 0.10611008180587458, "mask_rcnn/false_positive": 0.11412965180280557, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.5622156849967723, "total_loss": 1.2457512032124214} {"data_time": 0.012102940498152748, "eta_seconds": 91070.09486674922, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.3633540372670807, "fast_rcnn/fg_cls_accuracy": 0.5984293193717277, "iteration": 109259, "loss_box_reg": 0.23129912931472063, "loss_cls": 0.2219998282380402, "loss_mask": 0.2502772817388177, "loss_rpn_cls": 0.049605585998506285, "loss_rpn_loc": 0.08746069390326738, "loss_sem_seg": 0.3278210684657097, "lr": 0.02, "mask_rcnn/accuracy": 0.9010063235946055, "mask_rcnn/false_negative": 0.08071104081713566, "mask_rcnn/false_positive": 0.12672254175603032, "roi_head/num_bg_samples": 463.25, "roi_head/num_fg_samples": 48.75, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5551703785022255, "total_loss": 1.187988313336973} {"data_time": 0.01260585449563223, "eta_seconds": 90973.84053544023, "fast_rcnn/cls_accuracy": 0.89599609375, "fast_rcnn/false_negative": 0.378406613372093, "fast_rcnn/fg_cls_accuracy": 0.5755347593582887, "iteration": 109279, "loss_box_reg": 0.2682775189168751, "loss_cls": 0.23576218751259148, "loss_mask": 0.2658019158989191, "loss_rpn_cls": 0.05065763124730438, "loss_rpn_loc": 0.09479690298030619, "loss_sem_seg": 0.34809156507253647, "lr": 0.02, "mask_rcnn/accuracy": 0.8715344980321674, "mask_rcnn/false_negative": 0.11575427577047878, "mask_rcnn/false_positive": 0.12878284597464468, "roi_head/num_bg_samples": 427.75, "roi_head/num_fg_samples": 84.25, "rpn/num_neg_anchors": 204.25, "rpn/num_pos_anchors": 51.75, "time": 0.5727638979988114, "total_loss": 1.3320506186282728} {"data_time": 0.013057004503934877, "eta_seconds": 90938.1307102758, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.31063670411985017, "fast_rcnn/fg_cls_accuracy": 0.640530303030303, "iteration": 109299, "loss_box_reg": 0.2399442174937576, "loss_cls": 0.2218695969786495, "loss_mask": 0.2636090889573097, "loss_rpn_cls": 0.0448159021907486, "loss_rpn_loc": 0.07220382775994949, "loss_sem_seg": 0.29608844919130206, "lr": 0.02, "mask_rcnn/accuracy": 0.8873269778690698, "mask_rcnn/false_negative": 0.09636547106524326, "mask_rcnn/false_positive": 0.1331062956810982, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 207.0, "rpn/num_pos_anchors": 49.0, "time": 0.5687082079966785, "total_loss": 1.1327290688932408} {"data_time": 0.01223119450150989, "eta_seconds": 90878.99436457263, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.2903256704980843, "fast_rcnn/fg_cls_accuracy": 0.6373737373737374, "iteration": 109319, "loss_box_reg": 0.2159993899986148, "loss_cls": 0.20480848872102797, "loss_mask": 0.24877175875008106, "loss_rpn_cls": 0.044817307847552, "loss_rpn_loc": 0.06950882179080509, "loss_sem_seg": 0.32929303077980876, "lr": 0.02, "mask_rcnn/accuracy": 0.8990505727531397, "mask_rcnn/false_negative": 0.08740756679862993, "mask_rcnn/false_positive": 0.11674208890962487, "roi_head/num_bg_samples": 460.0, "roi_head/num_fg_samples": 52.0, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5507119094982045, "total_loss": 1.0866575256950455} {"data_time": 0.01236205750319641, "eta_seconds": 90876.36017679813, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.38340625, "fast_rcnn/fg_cls_accuracy": 0.558258064516129, "iteration": 109339, "loss_box_reg": 0.22988602658733726, "loss_cls": 0.231715023284778, "loss_mask": 0.26107913721352816, "loss_rpn_cls": 0.042047348513733596, "loss_rpn_loc": 0.0628433397214394, "loss_sem_seg": 0.34985279059037566, "lr": 0.02, "mask_rcnn/accuracy": 0.8753548798551678, "mask_rcnn/false_negative": 0.08415138133979574, "mask_rcnn/false_positive": 0.14128786801613696, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5653284934996918, "total_loss": 1.2132575151626952} {"data_time": 0.01235585349786561, "eta_seconds": 90904.1776680258, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.37576260948353973, "fast_rcnn/fg_cls_accuracy": 0.6127906976744186, "iteration": 109359, "loss_box_reg": 0.2313994960859418, "loss_cls": 0.225236194441095, "loss_mask": 0.2449741787277162, "loss_rpn_cls": 0.04543301634839736, "loss_rpn_loc": 0.08050172150251456, "loss_sem_seg": 0.34317530458793044, "lr": 0.02, "mask_rcnn/accuracy": 0.8826046705966532, "mask_rcnn/false_negative": 0.10493912839669375, "mask_rcnn/false_positive": 0.12024401879652571, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.576569513999857, "total_loss": 1.1933855426614173} {"data_time": 0.013558099497458898, "eta_seconds": 90949.16439429257, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.32884615384615384, "fast_rcnn/fg_cls_accuracy": 0.6458333333333333, "iteration": 109379, "loss_box_reg": 0.23128821403952315, "loss_cls": 0.2227598992176354, "loss_mask": 0.25693550053983927, "loss_rpn_cls": 0.043371074614697136, "loss_rpn_loc": 0.06737236957997084, "loss_sem_seg": 0.3237567818723619, "lr": 0.02, "mask_rcnn/accuracy": 0.8850322010175711, "mask_rcnn/false_negative": 0.09429212348066218, "mask_rcnn/false_positive": 0.1365675077974265, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5617859944977681, "total_loss": 1.1758323343092343} {"data_time": 0.013151733000995591, "eta_seconds": 90992.08501869962, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3451403786960172, "fast_rcnn/fg_cls_accuracy": 0.624114744966977, "iteration": 109399, "loss_box_reg": 0.24649904714897275, "loss_cls": 0.23820666130632162, "loss_mask": 0.2527189189568162, "loss_rpn_cls": 0.054861097829416394, "loss_rpn_loc": 0.08131636818870902, "loss_sem_seg": 0.34927226789295673, "lr": 0.02, "mask_rcnn/accuracy": 0.8844139084966374, "mask_rcnn/false_negative": 0.08732790941463485, "mask_rcnn/false_positive": 0.11852002039815789, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5701772089996666, "total_loss": 1.1970649222203065} {"data_time": 0.012746550000883872, "eta_seconds": 90980.75357181963, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.39936708860759496, "fast_rcnn/fg_cls_accuracy": 0.5498910675381263, "iteration": 109419, "loss_box_reg": 0.22018165700137615, "loss_cls": 0.20452060480602086, "loss_mask": 0.26597156934440136, "loss_rpn_cls": 0.03750984539510682, "loss_rpn_loc": 0.06401134957559407, "loss_sem_seg": 0.32163338316604495, "lr": 0.02, "mask_rcnn/accuracy": 0.8765449889891854, "mask_rcnn/false_negative": 0.10569276601915792, "mask_rcnn/false_positive": 0.13587808054374984, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5686696074990323, "total_loss": 1.1409604356158525} {"data_time": 0.011795602502388647, "eta_seconds": 90969.42212493964, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.36137005649717513, "fast_rcnn/fg_cls_accuracy": 0.5931596195861715, "iteration": 109439, "loss_box_reg": 0.2176825706847012, "loss_cls": 0.21133625390939415, "loss_mask": 0.25246664229780436, "loss_rpn_cls": 0.04458599118515849, "loss_rpn_loc": 0.07640422449912876, "loss_sem_seg": 0.3241018415428698, "lr": 0.02, "mask_rcnn/accuracy": 0.9128309644350807, "mask_rcnn/false_negative": 0.07044268891359642, "mask_rcnn/false_positive": 0.12275875003601808, "roi_head/num_bg_samples": 457.25, "roi_head/num_fg_samples": 54.75, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5612667214991234, "total_loss": 1.1433753199526109} {"data_time": 0.012873897998360917, "eta_seconds": 90970.89470525525, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.4135071955584776, "fast_rcnn/fg_cls_accuracy": 0.5627967711301045, "iteration": 109459, "loss_box_reg": 0.21220117527991533, "loss_cls": 0.2099519979674369, "loss_mask": 0.24598618689924479, "loss_rpn_cls": 0.04565504100173712, "loss_rpn_loc": 0.07202271398273297, "loss_sem_seg": 0.325100417714566, "lr": 0.02, "mask_rcnn/accuracy": 0.8925977380430135, "mask_rcnn/false_negative": 0.08186004258321053, "mask_rcnn/false_positive": 0.12104578031666496, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5774432520011032, "total_loss": 1.1275602838868508} {"data_time": 0.012542316497274442, "eta_seconds": 90903.7252363362, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.393341307814992, "fast_rcnn/fg_cls_accuracy": 0.5847204438753735, "iteration": 109479, "loss_box_reg": 0.2390146665275097, "loss_cls": 0.23077463870868087, "loss_mask": 0.25855946354568005, "loss_rpn_cls": 0.04977947604493238, "loss_rpn_loc": 0.07354198527173139, "loss_sem_seg": 0.3535243174992502, "lr": 0.02, "mask_rcnn/accuracy": 0.8802935471651065, "mask_rcnn/false_negative": 0.09051662064063004, "mask_rcnn/false_positive": 0.1360258583033141, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5547456610001973, "total_loss": 1.2022600426425925} {"data_time": 0.012709481499769026, "eta_seconds": 90817.90132839848, "fast_rcnn/cls_accuracy": 0.9072265625, "fast_rcnn/false_negative": 0.38094733121244256, "fast_rcnn/fg_cls_accuracy": 0.5653102935711631, "iteration": 109499, "loss_box_reg": 0.2450802749954164, "loss_cls": 0.22655972931534052, "loss_mask": 0.24789943918585777, "loss_rpn_cls": 0.04453914102487033, "loss_rpn_loc": 0.07387745077721775, "loss_sem_seg": 0.3736869031563401, "lr": 0.02, "mask_rcnn/accuracy": 0.8828024453024452, "mask_rcnn/false_negative": 0.09712791661812595, "mask_rcnn/false_positive": 0.1424362145058587, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5621138650021749, "total_loss": 1.2304780541162472} {"data_time": 0.01404237499809824, "eta_seconds": 90813.63622202582, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.3662698412698413, "fast_rcnn/fg_cls_accuracy": 0.5779893326717935, "iteration": 109519, "loss_box_reg": 0.23825013870373368, "loss_cls": 0.22227755095809698, "loss_mask": 0.2679847488179803, "loss_rpn_cls": 0.046284925600048155, "loss_rpn_loc": 0.07824663643259555, "loss_sem_seg": 0.3233366785570979, "lr": 0.02, "mask_rcnn/accuracy": 0.8826278476506881, "mask_rcnn/false_negative": 0.10077668080961767, "mask_rcnn/false_positive": 0.1572322381839944, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5749084335038788, "total_loss": 1.2033068462915253} {"data_time": 0.01240399549715221, "eta_seconds": 90795.26772453847, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.384446074834923, "fast_rcnn/fg_cls_accuracy": 0.5899537620849096, "iteration": 109539, "loss_box_reg": 0.21473984559997916, "loss_cls": 0.20383561286143959, "loss_mask": 0.25560437561944127, "loss_rpn_cls": 0.04273396159987897, "loss_rpn_loc": 0.06770735143800266, "loss_sem_seg": 0.2800428494811058, "lr": 0.02, "mask_rcnn/accuracy": 0.889907321813743, "mask_rcnn/false_negative": 0.12304762150956852, "mask_rcnn/false_positive": 0.12282854185640137, "roi_head/num_bg_samples": 455.5, "roi_head/num_fg_samples": 56.5, "rpn/num_neg_anchors": 235.0, "rpn/num_pos_anchors": 21.0, "time": 0.5668677044996002, "total_loss": 1.086368398333434} {"data_time": 0.01214703100049519, "eta_seconds": 90783.95092260846, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3558372641509434, "fast_rcnn/fg_cls_accuracy": 0.6265846108490566, "iteration": 109559, "loss_box_reg": 0.2442898596636951, "loss_cls": 0.21909856889396906, "loss_mask": 0.26508122170343995, "loss_rpn_cls": 0.04821168757189298, "loss_rpn_loc": 0.08967789071175503, "loss_sem_seg": 0.370260797906667, "lr": 0.02, "mask_rcnn/accuracy": 0.8750447951512563, "mask_rcnn/false_negative": 0.11969722096787296, "mask_rcnn/false_positive": 0.1088721107372577, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5681331989944738, "total_loss": 1.2349980320723262} {"data_time": 0.012961032502062153, "eta_seconds": 90758.94010272149, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.4339147286821705, "fast_rcnn/fg_cls_accuracy": 0.5494535519125683, "iteration": 109579, "loss_box_reg": 0.24305615026969463, "loss_cls": 0.23218814586289227, "loss_mask": 0.26044496800750494, "loss_rpn_cls": 0.041315838556329254, "loss_rpn_loc": 0.09354614117182791, "loss_sem_seg": 0.3405791884288192, "lr": 0.02, "mask_rcnn/accuracy": 0.8749440857071995, "mask_rcnn/false_negative": 0.11043461819602608, "mask_rcnn/false_positive": 0.13802677698913768, "roi_head/num_bg_samples": 430.75, "roi_head/num_fg_samples": 81.25, "rpn/num_neg_anchors": 207.0, "rpn/num_pos_anchors": 49.0, "time": 0.5655661339988001, "total_loss": 1.1953733070695307} {"data_time": 0.011856438501126831, "eta_seconds": 90745.4849379296, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.3113216683884298, "fast_rcnn/fg_cls_accuracy": 0.6509752066115703, "iteration": 109599, "loss_box_reg": 0.22580190980806947, "loss_cls": 0.2165535178501159, "loss_mask": 0.2488188687711954, "loss_rpn_cls": 0.046251340565504506, "loss_rpn_loc": 0.09210404584882781, "loss_sem_seg": 0.3539525303058326, "lr": 0.02, "mask_rcnn/accuracy": 0.9000196921983876, "mask_rcnn/false_negative": 0.090762121354378, "mask_rcnn/false_positive": 0.12277212424044728, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5639937810010451, "total_loss": 1.217309861938702} {"data_time": 0.012259252998774173, "eta_seconds": 90726.80766002808, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.3760847915777493, "fast_rcnn/fg_cls_accuracy": 0.6063095746194338, "iteration": 109619, "loss_box_reg": 0.2438025283627212, "loss_cls": 0.22162122232839465, "loss_mask": 0.2510544373653829, "loss_rpn_cls": 0.05038512925966643, "loss_rpn_loc": 0.07403068779967725, "loss_sem_seg": 0.3329682149924338, "lr": 0.02, "mask_rcnn/accuracy": 0.8911113805774659, "mask_rcnn/false_negative": 0.10760286281942133, "mask_rcnn/false_positive": 0.10975366883505158, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5644585150002968, "total_loss": 1.169232824118808} {"data_time": 0.012409436501911841, "eta_seconds": 90697.56899878258, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.3540594625500286, "fast_rcnn/fg_cls_accuracy": 0.6394470309564648, "iteration": 109639, "loss_box_reg": 0.2222488890402019, "loss_cls": 0.21638856967911124, "loss_mask": 0.26403236854821444, "loss_rpn_cls": 0.043530470080440864, "loss_rpn_loc": 0.07558019441785291, "loss_sem_seg": 0.30622223392128944, "lr": 0.02, "mask_rcnn/accuracy": 0.8866982943211461, "mask_rcnn/false_negative": 0.11183199157796817, "mask_rcnn/false_positive": 0.1136816494653771, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5633834990003379, "total_loss": 1.109186319357832} {"data_time": 0.013490350003849017, "eta_seconds": 90704.17984060806, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.27470624613481753, "fast_rcnn/fg_cls_accuracy": 0.706923477355544, "iteration": 109659, "loss_box_reg": 0.23931262036785483, "loss_cls": 0.20196312968619168, "loss_mask": 0.2705312445759773, "loss_rpn_cls": 0.04679580929223448, "loss_rpn_loc": 0.07547532353783026, "loss_sem_seg": 0.32216803048504516, "lr": 0.02, "mask_rcnn/accuracy": 0.9028216318775898, "mask_rcnn/false_negative": 0.08777289639267538, "mask_rcnn/false_positive": 0.10692047493551111, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5629141910030739, "total_loss": 1.2072581931424793} {"data_time": 0.013146081997547299, "eta_seconds": 90684.04242413811, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3668079096045198, "fast_rcnn/fg_cls_accuracy": 0.6089491614255764, "iteration": 109679, "loss_box_reg": 0.22499787295237184, "loss_cls": 0.20229098433628678, "loss_mask": 0.2552725560963154, "loss_rpn_cls": 0.04197937645949423, "loss_rpn_loc": 0.059862165770027786, "loss_sem_seg": 0.31598168704658747, "lr": 0.02, "mask_rcnn/accuracy": 0.907033527696793, "mask_rcnn/false_negative": 0.07982838967360913, "mask_rcnn/false_positive": 0.11338590059939214, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.563452418500674, "total_loss": 1.1305492902756669} {"data_time": 0.01180129049680545, "eta_seconds": 90697.75909354823, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3, "fast_rcnn/fg_cls_accuracy": 0.5977873322147651, "iteration": 109699, "loss_box_reg": 0.2327440503577236, "loss_cls": 0.21348502964247018, "loss_mask": 0.26268327003344893, "loss_rpn_cls": 0.04313985331100412, "loss_rpn_loc": 0.06708561623236164, "loss_sem_seg": 0.3348381705582142, "lr": 0.02, "mask_rcnn/accuracy": 0.8990603937202039, "mask_rcnn/false_negative": 0.0824322272017659, "mask_rcnn/false_positive": 0.12236717996281878, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5747395670005062, "total_loss": 1.151261896302458} {"data_time": 0.012864635500591248, "eta_seconds": 90661.41680617811, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.3952020202020202, "fast_rcnn/fg_cls_accuracy": 0.5855855855855856, "iteration": 109719, "loss_box_reg": 0.2208799570798874, "loss_cls": 0.21931162383407354, "loss_mask": 0.25042625423520803, "loss_rpn_cls": 0.03996384261699859, "loss_rpn_loc": 0.07859136868501082, "loss_sem_seg": 0.32733378396369517, "lr": 0.02, "mask_rcnn/accuracy": 0.886786204866562, "mask_rcnn/false_negative": 0.07856852039438822, "mask_rcnn/false_positive": 0.1567215394503834, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5622460195008898, "total_loss": 1.1822803495306289} {"data_time": 0.012801442499039695, "eta_seconds": 90623.47214405221, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.3750468384074942, "fast_rcnn/fg_cls_accuracy": 0.6166233766233766, "iteration": 109739, "loss_box_reg": 0.23291114694438875, "loss_cls": 0.23790490627288818, "loss_mask": 0.2640882655978203, "loss_rpn_cls": 0.05095386285393033, "loss_rpn_loc": 0.07974699392798357, "loss_sem_seg": 0.3956730873323977, "lr": 0.02, "mask_rcnn/accuracy": 0.874225850739826, "mask_rcnn/false_negative": 0.10384127304360441, "mask_rcnn/false_positive": 0.13241834958748538, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.5561958579964994, "total_loss": 1.2923029866069555} {"data_time": 0.01207689800139633, "eta_seconds": 90600.45873662826, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.3760245901639344, "fast_rcnn/fg_cls_accuracy": 0.5223201984017636, "iteration": 109759, "loss_box_reg": 0.23724342370405793, "loss_cls": 0.2395993946120143, "loss_mask": 0.2645523538812995, "loss_rpn_cls": 0.04677177977282554, "loss_rpn_loc": 0.08377256779931486, "loss_sem_seg": 0.37654958898201585, "lr": 0.02, "mask_rcnn/accuracy": 0.8862680140926894, "mask_rcnn/false_negative": 0.08874707370129588, "mask_rcnn/false_positive": 0.14191616522812148, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5644112654990749, "total_loss": 1.2842688920354703} {"data_time": 0.013476962500135414, "eta_seconds": 90529.07328466102, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.27988505747126435, "fast_rcnn/fg_cls_accuracy": 0.6951149425287356, "iteration": 109779, "loss_box_reg": 0.21028427267447114, "loss_cls": 0.22116863541305065, "loss_mask": 0.24821772007271647, "loss_rpn_cls": 0.04033709512441419, "loss_rpn_loc": 0.05840892973355949, "loss_sem_seg": 0.353345924988389, "lr": 0.02, "mask_rcnn/accuracy": 0.8963255494505495, "mask_rcnn/false_negative": 0.0837406838542113, "mask_rcnn/false_positive": 0.12738337177033515, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.553261091998138, "total_loss": 1.1757008863787632} {"data_time": 0.013165283995476784, "eta_seconds": 90562.45073573483, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.3869237697535413, "fast_rcnn/fg_cls_accuracy": 0.547776958978138, "iteration": 109799, "loss_box_reg": 0.22902292711660266, "loss_cls": 0.21511468407697976, "loss_mask": 0.2612966038286686, "loss_rpn_cls": 0.043254025833448395, "loss_rpn_loc": 0.07488082503550686, "loss_sem_seg": 0.40201705135405064, "lr": 0.02, "mask_rcnn/accuracy": 0.8866462309487002, "mask_rcnn/false_negative": 0.10311006352660912, "mask_rcnn/false_positive": 0.11353559841461897, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5704637200033176, "total_loss": 1.2536374611081555} {"data_time": 0.012483108501328388, "eta_seconds": 90506.99049939385, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.4096098329105065, "fast_rcnn/fg_cls_accuracy": 0.5352591740921722, "iteration": 109819, "loss_box_reg": 0.21292365295812488, "loss_cls": 0.2058603586629033, "loss_mask": 0.2598924310877919, "loss_rpn_cls": 0.056629519327543676, "loss_rpn_loc": 0.08773135486990213, "loss_sem_seg": 0.3432173740584403, "lr": 0.02, "mask_rcnn/accuracy": 0.876608118913664, "mask_rcnn/false_negative": 0.109135732962066, "mask_rcnn/false_positive": 0.14044939294377262, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5511815085010312, "total_loss": 1.1848419422385632} {"data_time": 0.011991152998234611, "eta_seconds": 90477.69373966385, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.3466394716394716, "fast_rcnn/fg_cls_accuracy": 0.627342549923195, "iteration": 109839, "loss_box_reg": 0.24383047223091125, "loss_cls": 0.2241742187179625, "loss_mask": 0.2640265850350261, "loss_rpn_cls": 0.0513902927050367, "loss_rpn_loc": 0.08423241309355944, "loss_sem_seg": 0.34603944327682257, "lr": 0.02, "mask_rcnn/accuracy": 0.8859432977736549, "mask_rcnn/false_negative": 0.09529620315228837, "mask_rcnn/false_positive": 0.12207266995493365, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.565438940495369, "total_loss": 1.2216850077093113} {"data_time": 0.01239212949803914, "eta_seconds": 90496.959346944, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3523754726286372, "fast_rcnn/fg_cls_accuracy": 0.5409974640743872, "iteration": 109859, "loss_box_reg": 0.2407218781299889, "loss_cls": 0.2394467955455184, "loss_mask": 0.2725868569687009, "loss_rpn_cls": 0.05527025105402572, "loss_rpn_loc": 0.08126947830896825, "loss_sem_seg": 0.29499201104044914, "lr": 0.02, "mask_rcnn/accuracy": 0.8815110097465808, "mask_rcnn/false_negative": 0.10921640830897617, "mask_rcnn/false_positive": 0.14141476849485943, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5722346200018364, "total_loss": 1.1785829390209983} {"data_time": 0.012732807004795177, "eta_seconds": 90473.08872933396, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.32958801498127344, "fast_rcnn/fg_cls_accuracy": 0.6553379953379953, "iteration": 109879, "loss_box_reg": 0.25508125498890877, "loss_cls": 0.2369895027950406, "loss_mask": 0.2731347046792507, "loss_rpn_cls": 0.049936365452595055, "loss_rpn_loc": 0.0806635610642843, "loss_sem_seg": 0.3200276435818523, "lr": 0.02, "mask_rcnn/accuracy": 0.8825897576764429, "mask_rcnn/false_negative": 0.09627071768130877, "mask_rcnn/false_positive": 0.15349027219460423, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.5630800830003864, "total_loss": 1.2562528976995964} {"data_time": 0.01305422600125894, "eta_seconds": 90480.92116991668, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.34337797619047616, "fast_rcnn/fg_cls_accuracy": 0.6092560279187818, "iteration": 109899, "loss_box_reg": 0.22535933344624937, "loss_cls": 0.20131965703330934, "loss_mask": 0.24684764631092548, "loss_rpn_cls": 0.043386421573814005, "loss_rpn_loc": 0.06770872318884358, "loss_sem_seg": 0.3100450308993459, "lr": 0.02, "mask_rcnn/accuracy": 0.9047183238774243, "mask_rcnn/false_negative": 0.07383621955537009, "mask_rcnn/false_positive": 0.12548811141737914, "roi_head/num_bg_samples": 457.5, "roi_head/num_fg_samples": 54.5, "rpn/num_neg_anchors": 235.5, "rpn/num_pos_anchors": 20.5, "time": 0.5666148630007228, "total_loss": 1.0628243823011871} {"data_time": 0.012575469005241757, "eta_seconds": 90469.61818977665, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.38609172482552345, "fast_rcnn/fg_cls_accuracy": 0.5982406042741342, "iteration": 109919, "loss_box_reg": 0.2413498437963426, "loss_cls": 0.22506696684285998, "loss_mask": 0.25613048719242215, "loss_rpn_cls": 0.04749521461781114, "loss_rpn_loc": 0.07595703675178811, "loss_sem_seg": 0.3592165515292436, "lr": 0.02, "mask_rcnn/accuracy": 0.8911338014935704, "mask_rcnn/false_negative": 0.09201854364427642, "mask_rcnn/false_positive": 0.13399878096868661, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5714467660000082, "total_loss": 1.2289955734449904} {"data_time": 0.011941739005123964, "eta_seconds": 90445.75994445148, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.35279805352798055, "fast_rcnn/fg_cls_accuracy": 0.5912126351494593, "iteration": 109939, "loss_box_reg": 0.22651584492996335, "loss_cls": 0.2135156816802919, "loss_mask": 0.2605118206702173, "loss_rpn_cls": 0.0447949770023115, "loss_rpn_loc": 0.06415733124595135, "loss_sem_seg": 0.3299766881391406, "lr": 0.02, "mask_rcnn/accuracy": 0.8837360597869226, "mask_rcnn/false_negative": 0.10511001828694345, "mask_rcnn/false_positive": 0.14229368100921233, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.5500404425001761, "total_loss": 1.1615932387067005} {"data_time": 0.01190155550284544, "eta_seconds": 90427.36855687104, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.30598505347249066, "fast_rcnn/fg_cls_accuracy": 0.6665601840020444, "iteration": 109959, "loss_box_reg": 0.25593864917755127, "loss_cls": 0.22116569336503744, "loss_mask": 0.25669670291244984, "loss_rpn_cls": 0.049628123466391116, "loss_rpn_loc": 0.07721190137090161, "loss_sem_seg": 0.35173172131180763, "lr": 0.02, "mask_rcnn/accuracy": 0.8966848415190252, "mask_rcnn/false_negative": 0.08817873680391067, "mask_rcnn/false_positive": 0.13019255419106263, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5636857235003845, "total_loss": 1.2881483388191555} {"data_time": 0.011962265001784544, "eta_seconds": 90416.58577923414, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.3428082191780822, "fast_rcnn/fg_cls_accuracy": 0.616754478398314, "iteration": 109979, "loss_box_reg": 0.2390466434881091, "loss_cls": 0.22026026505045593, "loss_mask": 0.26500579435378313, "loss_rpn_cls": 0.04248068906599656, "loss_rpn_loc": 0.06803130847401917, "loss_sem_seg": 0.31283031683415174, "lr": 0.02, "mask_rcnn/accuracy": 0.8789171589688507, "mask_rcnn/false_negative": 0.10901947694676256, "mask_rcnn/false_positive": 0.13410304145496116, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.565668358001858, "total_loss": 1.1556113635888323} {"data_time": 0.013356783998460742, "eta_seconds": 90451.80651988316, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.308743842364532, "fast_rcnn/fg_cls_accuracy": 0.6876847290640394, "iteration": 109999, "loss_box_reg": 0.2292466158978641, "loss_cls": 0.21102731488645077, "loss_mask": 0.2603180259466171, "loss_rpn_cls": 0.04385003272909671, "loss_rpn_loc": 0.08160142673295923, "loss_sem_seg": 0.3300771280191839, "lr": 0.02, "mask_rcnn/accuracy": 0.8999415652960692, "mask_rcnn/false_negative": 0.09595630101850769, "mask_rcnn/false_positive": 0.10425717814506574, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 237.5, "rpn/num_pos_anchors": 18.5, "time": 0.5651329184984206, "total_loss": 1.21197153981484} {"data_time": 0.014083970003412105, "eta_seconds": 90424.71406956544, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.36764705882352944, "fast_rcnn/fg_cls_accuracy": 0.6084558823529411, "iteration": 110019, "loss_box_reg": 0.23772892984561622, "loss_cls": 0.21730546141043305, "loss_mask": 0.2700392222031951, "loss_rpn_cls": 0.048434421129059047, "loss_rpn_loc": 0.08039708121214062, "loss_sem_seg": 0.3313121013343334, "lr": 0.02, "mask_rcnn/accuracy": 0.880816143452342, "mask_rcnn/false_negative": 0.10133203714889741, "mask_rcnn/false_positive": 0.11694738770560673, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5640317300021707, "total_loss": 1.1608835626975633} {"data_time": 0.013410078499873634, "eta_seconds": 90442.14639180855, "fast_rcnn/cls_accuracy": 0.9091796875, "fast_rcnn/false_negative": 0.35180228176407913, "fast_rcnn/fg_cls_accuracy": 0.5746719160104987, "iteration": 110039, "loss_box_reg": 0.2520966399461031, "loss_cls": 0.2243403671309352, "loss_mask": 0.2520773895084858, "loss_rpn_cls": 0.05287740868516266, "loss_rpn_loc": 0.07957146083936095, "loss_sem_seg": 0.32991761062294245, "lr": 0.02, "mask_rcnn/accuracy": 0.8830449742014093, "mask_rcnn/false_negative": 0.10743315077304025, "mask_rcnn/false_positive": 0.11398895230327587, "roi_head/num_bg_samples": 431.25, "roi_head/num_fg_samples": 80.75, "rpn/num_neg_anchors": 203.75, "rpn/num_pos_anchors": 52.25, "time": 0.5781366509982035, "total_loss": 1.1893603726493893} {"data_time": 0.012756595002429094, "eta_seconds": 90390.49732879647, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.3557660073751257, "fast_rcnn/fg_cls_accuracy": 0.62109375, "iteration": 110059, "loss_box_reg": 0.21611095336265862, "loss_cls": 0.21007966995239258, "loss_mask": 0.25002393685281277, "loss_rpn_cls": 0.04635475511895493, "loss_rpn_loc": 0.08037613748456351, "loss_sem_seg": 0.3346592481248081, "lr": 0.02, "mask_rcnn/accuracy": 0.8682055905068795, "mask_rcnn/false_negative": 0.1254534252268932, "mask_rcnn/false_positive": 0.1299247300729005, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.5542418475015438, "total_loss": 1.1546960637206212} {"data_time": 0.012646875497011933, "eta_seconds": 90390.80077458557, "fast_rcnn/cls_accuracy": 0.9111328125, "fast_rcnn/false_negative": 0.3799899285845083, "fast_rcnn/fg_cls_accuracy": 0.5667450365726228, "iteration": 110079, "loss_box_reg": 0.24556957464665174, "loss_cls": 0.24763921671546996, "loss_mask": 0.25675131054595113, "loss_rpn_cls": 0.05132452514953911, "loss_rpn_loc": 0.07712916744640097, "loss_sem_seg": 0.37159904604777694, "lr": 0.02, "mask_rcnn/accuracy": 0.8942302405876144, "mask_rcnn/false_negative": 0.09088033682214569, "mask_rcnn/false_positive": 0.1199074035434485, "roi_head/num_bg_samples": 426.25, "roi_head/num_fg_samples": 85.75, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5639886155004206, "total_loss": 1.2613360043542343} {"data_time": 0.014026899501914158, "eta_seconds": 90355.34865381158, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.2765252795333009, "fast_rcnn/fg_cls_accuracy": 0.6868589743589744, "iteration": 110099, "loss_box_reg": 0.24730787798762321, "loss_cls": 0.23137935437262058, "loss_mask": 0.25717798061668873, "loss_rpn_cls": 0.05515305115841329, "loss_rpn_loc": 0.09348736982792616, "loss_sem_seg": 0.2953652392607182, "lr": 0.02, "mask_rcnn/accuracy": 0.9070407942800705, "mask_rcnn/false_negative": 0.07122868459571395, "mask_rcnn/false_positive": 0.1125292877357535, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5561844309995649, "total_loss": 1.2150525197794195} {"data_time": 0.01300635100051295, "eta_seconds": 90344.0472424816, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.30864850568632635, "fast_rcnn/fg_cls_accuracy": 0.6082616544547095, "iteration": 110119, "loss_box_reg": 0.21682098624296486, "loss_cls": 0.23001455375924706, "loss_mask": 0.2591901430860162, "loss_rpn_cls": 0.0498055784846656, "loss_rpn_loc": 0.08246864634566009, "loss_sem_seg": 0.3276734878309071, "lr": 0.02, "mask_rcnn/accuracy": 0.8856738684895868, "mask_rcnn/false_negative": 0.08969248075993522, "mask_rcnn/false_positive": 0.12180204708915579, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5727078240015544, "total_loss": 1.1717062660318334} {"data_time": 0.012984038497961592, "eta_seconds": 90332.74583115161, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3675, "fast_rcnn/fg_cls_accuracy": 0.5743781094527363, "iteration": 110139, "loss_box_reg": 0.21655688202008605, "loss_cls": 0.21512732445262372, "loss_mask": 0.26066791359335184, "loss_rpn_cls": 0.04545829043490812, "loss_rpn_loc": 0.07155034695460927, "loss_sem_seg": 0.3366485955193639, "lr": 0.02, "mask_rcnn/accuracy": 0.8886767695359394, "mask_rcnn/false_negative": 0.10340286167538709, "mask_rcnn/false_positive": 0.10865606339768746, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5686998259989196, "total_loss": 1.1196459888888057} {"data_time": 0.012690875002590474, "eta_seconds": 90250.29695333808, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3096854521625164, "fast_rcnn/fg_cls_accuracy": 0.6110719046498863, "iteration": 110159, "loss_box_reg": 0.24065635818988085, "loss_cls": 0.2250837036408484, "loss_mask": 0.27194475941359997, "loss_rpn_cls": 0.04400984551466536, "loss_rpn_loc": 0.08263142104260623, "loss_sem_seg": 0.3772565242834389, "lr": 0.02, "mask_rcnn/accuracy": 0.8882250100939084, "mask_rcnn/false_negative": 0.10599005204610466, "mask_rcnn/false_positive": 0.11944005616066095, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.5614288760007184, "total_loss": 1.204352687134815} {"data_time": 0.012425164997694083, "eta_seconds": 90254.83583260354, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.298326414115205, "fast_rcnn/fg_cls_accuracy": 0.6563127732482571, "iteration": 110179, "loss_box_reg": 0.23149721836671233, "loss_cls": 0.21263696067035198, "loss_mask": 0.2636564951390028, "loss_rpn_cls": 0.042822805873584, "loss_rpn_loc": 0.08075819532677997, "loss_sem_seg": 0.3486935617402196, "lr": 0.02, "mask_rcnn/accuracy": 0.8905480426033726, "mask_rcnn/false_negative": 0.0959791435383112, "mask_rcnn/false_positive": 0.11150118212155628, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 206.75, "rpn/num_pos_anchors": 49.25, "time": 0.5623991440006648, "total_loss": 1.1913228359044297} {"data_time": 0.011808980998466723, "eta_seconds": 90351.68219476871, "fast_rcnn/cls_accuracy": 0.8984375, "fast_rcnn/false_negative": 0.3924146762761332, "fast_rcnn/fg_cls_accuracy": 0.5952120901410962, "iteration": 110199, "loss_box_reg": 0.2514189936919138, "loss_cls": 0.21846651227679104, "loss_mask": 0.25443740002810955, "loss_rpn_cls": 0.043477439088746905, "loss_rpn_loc": 0.0721403363859281, "loss_sem_seg": 0.3002682523801923, "lr": 0.02, "mask_rcnn/accuracy": 0.8656444873714355, "mask_rcnn/false_negative": 0.1045241677121087, "mask_rcnn/false_positive": 0.14541978073679596, "roi_head/num_bg_samples": 418.5, "roi_head/num_fg_samples": 93.5, "rpn/num_neg_anchors": 201.5, "rpn/num_pos_anchors": 54.5, "time": 0.5724887390024378, "total_loss": 1.1507790393661708} {"data_time": 0.013354001501284074, "eta_seconds": 90352.04449397424, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3310344827586207, "fast_rcnn/fg_cls_accuracy": 0.5490196078431373, "iteration": 110219, "loss_box_reg": 0.2439827574416995, "loss_cls": 0.2255774182267487, "loss_mask": 0.24992151092737913, "loss_rpn_cls": 0.04666439969878411, "loss_rpn_loc": 0.08871325268410146, "loss_sem_seg": 0.3419204428792, "lr": 0.02, "mask_rcnn/accuracy": 0.8906046793717487, "mask_rcnn/false_negative": 0.08281058490237496, "mask_rcnn/false_positive": 0.1172060393878609, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5695217009997577, "total_loss": 1.2120182173457579} {"data_time": 0.01261584900203161, "eta_seconds": 90362.22222402641, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.3262332726264946, "fast_rcnn/fg_cls_accuracy": 0.6095977011494254, "iteration": 110239, "loss_box_reg": 0.23831488471478224, "loss_cls": 0.2243169746361673, "loss_mask": 0.25276278145611286, "loss_rpn_cls": 0.05023680931481067, "loss_rpn_loc": 0.08227676909882575, "loss_sem_seg": 0.4041384197771549, "lr": 0.02, "mask_rcnn/accuracy": 0.8895182706318057, "mask_rcnn/false_negative": 0.08988195698017734, "mask_rcnn/false_positive": 0.12695865610464063, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5764662500005215, "total_loss": 1.2350309524626937} {"data_time": 0.012078910502168583, "eta_seconds": 90375.06967755254, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.33854166666666663, "fast_rcnn/fg_cls_accuracy": 0.605021645021645, "iteration": 110259, "loss_box_reg": 0.24146749987266958, "loss_cls": 0.21855076611973345, "loss_mask": 0.2595134796574712, "loss_rpn_cls": 0.0414030299289152, "loss_rpn_loc": 0.07611134427133948, "loss_sem_seg": 0.2897273893468082, "lr": 0.02, "mask_rcnn/accuracy": 0.8925706436420722, "mask_rcnn/false_negative": 0.08508464514457409, "mask_rcnn/false_positive": 0.125499645795144, "roi_head/num_bg_samples": 459.0, "roi_head/num_fg_samples": 53.0, "rpn/num_neg_anchors": 234.25, "rpn/num_pos_anchors": 21.75, "time": 0.5653719955007546, "total_loss": 1.1363643807999324} {"data_time": 0.013282747499033576, "eta_seconds": 90365.60540438916, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.29476468950153156, "fast_rcnn/fg_cls_accuracy": 0.6388888888888888, "iteration": 110279, "loss_box_reg": 0.23581216880120337, "loss_cls": 0.2367324176011607, "loss_mask": 0.261220240034163, "loss_rpn_cls": 0.04483804269693792, "loss_rpn_loc": 0.07749934494495392, "loss_sem_seg": 0.2966280714608729, "lr": 0.02, "mask_rcnn/accuracy": 0.8812839908690748, "mask_rcnn/false_negative": 0.09941764099794351, "mask_rcnn/false_positive": 0.12982414358073244, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.5746790339981089, "total_loss": 1.1815398341277614} {"data_time": 0.01236552300179028, "eta_seconds": 90352.43927717254, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.36843447220805714, "fast_rcnn/fg_cls_accuracy": 0.5760981277090129, "iteration": 110299, "loss_box_reg": 0.24864546325989068, "loss_cls": 0.22520604683086276, "loss_mask": 0.24844808131456375, "loss_rpn_cls": 0.043349298168323, "loss_rpn_loc": 0.07242834402859444, "loss_sem_seg": 0.3294225251302123, "lr": 0.02, "mask_rcnn/accuracy": 0.896066689865811, "mask_rcnn/false_negative": 0.0950027197778964, "mask_rcnn/false_positive": 0.11509478795243144, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5643273665009474, "total_loss": 1.2184450752902194} {"data_time": 0.012992983000003733, "eta_seconds": 90342.9745404691, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.3830321285140562, "fast_rcnn/fg_cls_accuracy": 0.5181888267355135, "iteration": 110319, "loss_box_reg": 0.2303438945673406, "loss_cls": 0.22060977341607213, "loss_mask": 0.25121887773275375, "loss_rpn_cls": 0.056734717305516824, "loss_rpn_loc": 0.08085371745983139, "loss_sem_seg": 0.29811273189261556, "lr": 0.02, "mask_rcnn/accuracy": 0.8940199901994696, "mask_rcnn/false_negative": 0.08066846231360965, "mask_rcnn/false_positive": 0.1311729970501238, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.563767044000997, "total_loss": 1.1873437713948078} {"data_time": 0.013532657496398315, "eta_seconds": 90318.18603438993, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3139001927607625, "fast_rcnn/fg_cls_accuracy": 0.6260351966873705, "iteration": 110339, "loss_box_reg": 0.22520586429163814, "loss_cls": 0.2072935877367854, "loss_mask": 0.24605690594762564, "loss_rpn_cls": 0.036129171203356236, "loss_rpn_loc": 0.06390005562570877, "loss_sem_seg": 0.3398910954128951, "lr": 0.02, "mask_rcnn/accuracy": 0.8845793538451967, "mask_rcnn/false_negative": 0.09150838156195623, "mask_rcnn/false_positive": 0.12580685776965642, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5627312370015716, "total_loss": 1.1334205854218453} {"data_time": 0.012122804495447781, "eta_seconds": 90277.83558850709, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.306160705238626, "fast_rcnn/fg_cls_accuracy": 0.6708932853717027, "iteration": 110359, "loss_box_reg": 0.2352610593661666, "loss_cls": 0.22103728004731238, "loss_mask": 0.267449882812798, "loss_rpn_cls": 0.04272031970322132, "loss_rpn_loc": 0.07346760074142367, "loss_sem_seg": 0.34298008773475885, "lr": 0.02, "mask_rcnn/accuracy": 0.895808119057282, "mask_rcnn/false_negative": 0.09465812898119061, "mask_rcnn/false_positive": 0.1160326231385084, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.5658532485031174, "total_loss": 1.214377190961386} {"data_time": 0.01252766350080492, "eta_seconds": 90274.9700709329, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.36716300940438873, "fast_rcnn/fg_cls_accuracy": 0.5914762126865671, "iteration": 110379, "loss_box_reg": 0.23196176253259182, "loss_cls": 0.21738077304325998, "loss_mask": 0.2614898690953851, "loss_rpn_cls": 0.04331020449171774, "loss_rpn_loc": 0.08060768013820052, "loss_sem_seg": 0.3238028148189187, "lr": 0.02, "mask_rcnn/accuracy": 0.8900823283858998, "mask_rcnn/false_negative": 0.1178784502239362, "mask_rcnn/false_positive": 0.11856094100785537, "roi_head/num_bg_samples": 456.25, "roi_head/num_fg_samples": 55.75, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5735104449995561, "total_loss": 1.1605676272884011} {"data_time": 0.012690798503172118, "eta_seconds": 90263.65890635294, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.4127789046653144, "fast_rcnn/fg_cls_accuracy": 0.5584707646176912, "iteration": 110399, "loss_box_reg": 0.2625862560234964, "loss_cls": 0.2416355472523719, "loss_mask": 0.25771321915090084, "loss_rpn_cls": 0.04459703271277249, "loss_rpn_loc": 0.07686948793707415, "loss_sem_seg": 0.3335963198915124, "lr": 0.02, "mask_rcnn/accuracy": 0.8831113639547769, "mask_rcnn/false_negative": 0.09397947658474406, "mask_rcnn/false_positive": 0.13376567070908502, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.578777266004181, "total_loss": 1.2369381915777922} {"data_time": 0.013722499999857973, "eta_seconds": 90239.53594069995, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.37136174636174635, "fast_rcnn/fg_cls_accuracy": 0.5906690545070488, "iteration": 110419, "loss_box_reg": 0.2515168013051152, "loss_cls": 0.2336376761086285, "loss_mask": 0.27972316928207874, "loss_rpn_cls": 0.045132648752769455, "loss_rpn_loc": 0.07672699098475277, "loss_sem_seg": 0.34413993544876575, "lr": 0.02, "mask_rcnn/accuracy": 0.8952922835800987, "mask_rcnn/false_negative": 0.09757297518997361, "mask_rcnn/false_positive": 0.12266283246478452, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5698769130030996, "total_loss": 1.2607063969771843} {"data_time": 0.012752901995554566, "eta_seconds": 90215.98589920896, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3432565087494665, "fast_rcnn/fg_cls_accuracy": 0.6164284979952709, "iteration": 110439, "loss_box_reg": 0.24583153380081058, "loss_cls": 0.21858473680913448, "loss_mask": 0.2763716131448746, "loss_rpn_cls": 0.05013389512896538, "loss_rpn_loc": 0.07978298416128382, "loss_sem_seg": 0.32182089192792773, "lr": 0.02, "mask_rcnn/accuracy": 0.8792715709843477, "mask_rcnn/false_negative": 0.10030975611997353, "mask_rcnn/false_positive": 0.12806334177373574, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5569926709940773, "total_loss": 1.2190632603887934} {"data_time": 0.012817953997000586, "eta_seconds": 90151.92324987182, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.33072916666666663, "fast_rcnn/fg_cls_accuracy": 0.6225206611570249, "iteration": 110459, "loss_box_reg": 0.2505505110602826, "loss_cls": 0.2312784183304757, "loss_mask": 0.26253804843872786, "loss_rpn_cls": 0.040938811464002356, "loss_rpn_loc": 0.07986781775252894, "loss_sem_seg": 0.3650436741299927, "lr": 0.02, "mask_rcnn/accuracy": 0.8932283862292398, "mask_rcnn/false_negative": 0.09730236305985959, "mask_rcnn/false_positive": 0.11814288182682142, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5506996945041465, "total_loss": 1.2496555940597318} {"data_time": 0.012365628004772589, "eta_seconds": 90160.85165388268, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.34864376130198915, "fast_rcnn/fg_cls_accuracy": 0.6164556962025316, "iteration": 110479, "loss_box_reg": 0.23346679587848485, "loss_cls": 0.21870263013988733, "loss_mask": 0.2598799420520663, "loss_rpn_cls": 0.050869790313299745, "loss_rpn_loc": 0.06926580582512543, "loss_sem_seg": 0.31961912009865046, "lr": 0.02, "mask_rcnn/accuracy": 0.8805465472807568, "mask_rcnn/false_negative": 0.08654864677896473, "mask_rcnn/false_positive": 0.1526119948369049, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5641434614954051, "total_loss": 1.1950772375566885} {"data_time": 0.012580756498209666, "eta_seconds": 90171.92928466853, "fast_rcnn/cls_accuracy": 0.91064453125, "fast_rcnn/false_negative": 0.369140625, "fast_rcnn/fg_cls_accuracy": 0.5873278236914601, "iteration": 110499, "loss_box_reg": 0.24942101957276464, "loss_cls": 0.23208792926743627, "loss_mask": 0.26535976212471724, "loss_rpn_cls": 0.05182805025833659, "loss_rpn_loc": 0.08047806625836529, "loss_sem_seg": 0.330193271394819, "lr": 0.02, "mask_rcnn/accuracy": 0.8867815055315056, "mask_rcnn/false_negative": 0.0876031320861453, "mask_rcnn/false_positive": 0.14045967371643142, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5649503055028617, "total_loss": 1.221982619521441} {"data_time": 0.0128891679996741, "eta_seconds": 90160.6225305686, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.3210702341137124, "fast_rcnn/fg_cls_accuracy": 0.633642870508982, "iteration": 110519, "loss_box_reg": 0.2584544559940696, "loss_cls": 0.24414794333279133, "loss_mask": 0.27610066439956427, "loss_rpn_cls": 0.052940567198675126, "loss_rpn_loc": 0.08051570097450167, "loss_sem_seg": 0.3509062323719263, "lr": 0.02, "mask_rcnn/accuracy": 0.8654758862400058, "mask_rcnn/false_negative": 0.11366323256266037, "mask_rcnn/false_positive": 0.1481011973136706, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.5763183800008846, "total_loss": 1.242935078946175} {"data_time": 0.012832051004806999, "eta_seconds": 90132.54454577007, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.3468768074031232, "fast_rcnn/fg_cls_accuracy": 0.6082588370376445, "iteration": 110539, "loss_box_reg": 0.228703947737813, "loss_cls": 0.20760472770780325, "loss_mask": 0.2616031588986516, "loss_rpn_cls": 0.04771567342686467, "loss_rpn_loc": 0.08719951647799462, "loss_sem_seg": 0.3427105969749391, "lr": 0.02, "mask_rcnn/accuracy": 0.8922325616293029, "mask_rcnn/false_negative": 0.09890020150963587, "mask_rcnn/false_positive": 0.15381411422534808, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.561596825500601, "total_loss": 1.1710223724076059} {"data_time": 0.011937252500501927, "eta_seconds": 90107.92282529581, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.3246566238369517, "fast_rcnn/fg_cls_accuracy": 0.6575059515474023, "iteration": 110559, "loss_box_reg": 0.23090009717270732, "loss_cls": 0.22351292986422777, "loss_mask": 0.2614962514489889, "loss_rpn_cls": 0.05044672497024294, "loss_rpn_loc": 0.07439321145648137, "loss_sem_seg": 0.307609248906374, "lr": 0.02, "mask_rcnn/accuracy": 0.9175981404466549, "mask_rcnn/false_negative": 0.07364149275637676, "mask_rcnn/false_positive": 0.10084519734042159, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5632760365042486, "total_loss": 1.2109067789278924} {"data_time": 0.012125579996791203, "eta_seconds": 90104.33191563262, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.3131454800459008, "fast_rcnn/fg_cls_accuracy": 0.6789493816141783, "iteration": 110579, "loss_box_reg": 0.25616231095045805, "loss_cls": 0.24237949587404728, "loss_mask": 0.26814205199480057, "loss_rpn_cls": 0.05304990703007206, "loss_rpn_loc": 0.09425772773101926, "loss_sem_seg": 0.3133355942554772, "lr": 0.02, "mask_rcnn/accuracy": 0.911644106346928, "mask_rcnn/false_negative": 0.09135259120466704, "mask_rcnn/false_positive": 0.11356910136703491, "roi_head/num_bg_samples": 458.5, "roi_head/num_fg_samples": 53.5, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5745910645055119, "total_loss": 1.2500100378820207} {"data_time": 0.012977660495380405, "eta_seconds": 90115.39551416886, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.3472198163866274, "fast_rcnn/fg_cls_accuracy": 0.6492625987278955, "iteration": 110599, "loss_box_reg": 0.22538849711418152, "loss_cls": 0.19752577069448307, "loss_mask": 0.25704849511384964, "loss_rpn_cls": 0.03713496305135777, "loss_rpn_loc": 0.07420105289202183, "loss_sem_seg": 0.3209810429252684, "lr": 0.02, "mask_rcnn/accuracy": 0.896803149019348, "mask_rcnn/false_negative": 0.08564744396579321, "mask_rcnn/false_positive": 0.10298822359182086, "roi_head/num_bg_samples": 431.75, "roi_head/num_fg_samples": 80.25, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5696926429955056, "total_loss": 1.1082705498192809} {"data_time": 0.012619884495506994, "eta_seconds": 90122.72398557798, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.34635416666666663, "fast_rcnn/fg_cls_accuracy": 0.6008167613636364, "iteration": 110619, "loss_box_reg": 0.22759248525835574, "loss_cls": 0.21685166656970978, "loss_mask": 0.2518828036263585, "loss_rpn_cls": 0.04566949332365766, "loss_rpn_loc": 0.06955444131745026, "loss_sem_seg": 0.3096872391179204, "lr": 0.02, "mask_rcnn/accuracy": 0.8899973623457674, "mask_rcnn/false_negative": 0.09780666983858122, "mask_rcnn/false_positive": 0.13506466360903702, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.5669719404977513, "total_loss": 1.1797806834510993} {"data_time": 0.012931333505548537, "eta_seconds": 90092.782005969, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.3424605618456582, "fast_rcnn/fg_cls_accuracy": 0.5989214694978093, "iteration": 110639, "loss_box_reg": 0.24472008924931288, "loss_cls": 0.21309053897857666, "loss_mask": 0.2660891255363822, "loss_rpn_cls": 0.050422917382093146, "loss_rpn_loc": 0.0874654813669622, "loss_sem_seg": 0.3252568100579083, "lr": 0.02, "mask_rcnn/accuracy": 0.8774685520760028, "mask_rcnn/false_negative": 0.10330388317112417, "mask_rcnn/false_positive": 0.12922656283830924, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 0.5579035595001187, "total_loss": 1.179796637603431} {"data_time": 0.012483457496273331, "eta_seconds": 90065.38149297379, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.3036921151439299, "fast_rcnn/fg_cls_accuracy": 0.6868794326241134, "iteration": 110659, "loss_box_reg": 0.22269452875480056, "loss_cls": 0.21983898058533669, "loss_mask": 0.25355793815106153, "loss_rpn_cls": 0.03800792736001313, "loss_rpn_loc": 0.06527591464691795, "loss_sem_seg": 0.33276521041989326, "lr": 0.02, "mask_rcnn/accuracy": 0.9034724871256914, "mask_rcnn/false_negative": 0.09107964869779078, "mask_rcnn/false_positive": 0.10848893825050694, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5589306519977981, "total_loss": 1.1537697135063354} {"data_time": 0.012191301997518167, "eta_seconds": 90088.79670792798, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.35662177328843997, "fast_rcnn/fg_cls_accuracy": 0.533248706181037, "iteration": 110679, "loss_box_reg": 0.2250969596207142, "loss_cls": 0.22278257878497243, "loss_mask": 0.24650100246071815, "loss_rpn_cls": 0.04119838232873008, "loss_rpn_loc": 0.07049969822401181, "loss_sem_seg": 0.33085188106633723, "lr": 0.02, "mask_rcnn/accuracy": 0.8792604258811312, "mask_rcnn/false_negative": 0.09484520870472765, "mask_rcnn/false_positive": 0.13677669627026548, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 236.5, "rpn/num_pos_anchors": 19.5, "time": 0.5666852029971778, "total_loss": 1.1548994107870385} {"data_time": 0.012749978006468154, "eta_seconds": 90030.54591207905, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.36863136863136864, "fast_rcnn/fg_cls_accuracy": 0.5945887445887446, "iteration": 110699, "loss_box_reg": 0.24309399630874395, "loss_cls": 0.210098079405725, "loss_mask": 0.25300717540085316, "loss_rpn_cls": 0.04642188915750012, "loss_rpn_loc": 0.08165419538272545, "loss_sem_seg": 0.3283315123990178, "lr": 0.02, "mask_rcnn/accuracy": 0.8703833892584943, "mask_rcnn/false_negative": 0.1137741770046887, "mask_rcnn/false_positive": 0.15092024346199984, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.5625742435004213, "total_loss": 1.2099045216455124} {"data_time": 0.012602585498825647, "eta_seconds": 90027.61261140923, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.27208144543267887, "fast_rcnn/fg_cls_accuracy": 0.7051361386138614, "iteration": 110719, "loss_box_reg": 0.24520315742120147, "loss_cls": 0.23210234474390745, "loss_mask": 0.26897430792450905, "loss_rpn_cls": 0.04813032302809006, "loss_rpn_loc": 0.08358398258133093, "loss_sem_seg": 0.32631059689447284, "lr": 0.02, "mask_rcnn/accuracy": 0.8942753968443375, "mask_rcnn/false_negative": 0.08414412401330952, "mask_rcnn/false_positive": 0.12172167594688386, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 236.25, "rpn/num_pos_anchors": 19.75, "time": 0.5610022369946819, "total_loss": 1.213855292997323} {"data_time": 0.012865134995081462, "eta_seconds": 90069.0201681491, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.31291221867138097, "fast_rcnn/fg_cls_accuracy": 0.6370495842315984, "iteration": 110739, "loss_box_reg": 0.2205163254402578, "loss_cls": 0.20312917488627136, "loss_mask": 0.24342538230121136, "loss_rpn_cls": 0.04145875832182355, "loss_rpn_loc": 0.07512664957903326, "loss_sem_seg": 0.32739307964220643, "lr": 0.02, "mask_rcnn/accuracy": 0.9069358259698042, "mask_rcnn/false_negative": 0.08768953527525197, "mask_rcnn/false_positive": 0.11129763173804239, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5713145210029325, "total_loss": 1.1212846149574034} {"data_time": 0.012652536992391106, "eta_seconds": 90081.66981408212, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.3341305272108843, "fast_rcnn/fg_cls_accuracy": 0.5574475029920575, "iteration": 110759, "loss_box_reg": 0.23225228721275926, "loss_cls": 0.2314309529028833, "loss_mask": 0.25565839279443026, "loss_rpn_cls": 0.038312247226713225, "loss_rpn_loc": 0.07217144349124283, "loss_sem_seg": 0.33368579600937665, "lr": 0.02, "mask_rcnn/accuracy": 0.8968990193479989, "mask_rcnn/false_negative": 0.07727158326054884, "mask_rcnn/false_positive": 0.09381381497389385, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5719009914973867, "total_loss": 1.1713915651198477} {"data_time": 0.011356144001183566, "eta_seconds": 90102.72811283066, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.4059240941834211, "fast_rcnn/fg_cls_accuracy": 0.5482743790990217, "iteration": 110779, "loss_box_reg": 0.22686560405418277, "loss_cls": 0.21892610867507756, "loss_mask": 0.26177172362804413, "loss_rpn_cls": 0.04568902720347978, "loss_rpn_loc": 0.08038146237959154, "loss_sem_seg": 0.32484265277162194, "lr": 0.02, "mask_rcnn/accuracy": 0.8872711401410381, "mask_rcnn/false_negative": 0.09149160293085026, "mask_rcnn/false_positive": 0.13265714417285351, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.5773307580020628, "total_loss": 1.2025400498823728} {"data_time": 0.013177096006984357, "eta_seconds": 90081.59733542224, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.3767879311275436, "fast_rcnn/fg_cls_accuracy": 0.5691970162351909, "iteration": 110799, "loss_box_reg": 0.2307901696767658, "loss_cls": 0.21587915206328034, "loss_mask": 0.25954553857445717, "loss_rpn_cls": 0.04071374621707946, "loss_rpn_loc": 0.06351848744088784, "loss_sem_seg": 0.32276689959689975, "lr": 0.02, "mask_rcnn/accuracy": 0.8689036355630433, "mask_rcnn/false_negative": 0.1114064706634191, "mask_rcnn/false_positive": 0.15315261304689692, "roi_head/num_bg_samples": 431.25, "roi_head/num_fg_samples": 80.75, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5633847865028656, "total_loss": 1.1651288375724107} {"data_time": 0.012540959505713545, "eta_seconds": 90073.79804657391, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.3884742951907131, "fast_rcnn/fg_cls_accuracy": 0.5843781094527363, "iteration": 110819, "loss_box_reg": 0.2225390002131462, "loss_cls": 0.2148875070270151, "loss_mask": 0.2605233024805784, "loss_rpn_cls": 0.04930632788455114, "loss_rpn_loc": 0.07740277994889766, "loss_sem_seg": 0.32903954898938537, "lr": 0.02, "mask_rcnn/accuracy": 0.8860889202172098, "mask_rcnn/false_negative": 0.09627340467363983, "mask_rcnn/false_positive": 0.1242529779444064, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.5624330440041376, "total_loss": 1.2039601434371434} {"data_time": 0.012247738995938562, "eta_seconds": 90058.96391042229, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.3737745098039216, "fast_rcnn/fg_cls_accuracy": 0.5932539682539683, "iteration": 110839, "loss_box_reg": 0.23514984594658017, "loss_cls": 0.22723911982029676, "loss_mask": 0.2582346899434924, "loss_rpn_cls": 0.04756483866367489, "loss_rpn_loc": 0.06926633417606354, "loss_sem_seg": 0.31276394380256534, "lr": 0.02, "mask_rcnn/accuracy": 0.8894291321104659, "mask_rcnn/false_negative": 0.10021289797896099, "mask_rcnn/false_positive": 0.12150007410579916, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.5559104995045345, "total_loss": 1.1382864818733651} {"data_time": 0.01188361748791067, "eta_seconds": 89966.59636936066, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.2801208651399491, "fast_rcnn/fg_cls_accuracy": 0.6201923076923077, "iteration": 110859, "loss_box_reg": 0.2207124710548669, "loss_cls": 0.21430639829486609, "loss_mask": 0.2557473545894027, "loss_rpn_cls": 0.0454051848500967, "loss_rpn_loc": 0.08074678445700556, "loss_sem_seg": 0.3339900793507695, "lr": 0.02, "mask_rcnn/accuracy": 0.8981770833333333, "mask_rcnn/false_negative": 0.09197612485472847, "mask_rcnn/false_positive": 0.13116892428250163, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.5607208334986353, "total_loss": 1.1836943415401038} {"data_time": 0.013379604002693668, "eta_seconds": 90030.64453556699, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.4233054148811842, "fast_rcnn/fg_cls_accuracy": 0.5766945851188157, "iteration": 110879, "loss_box_reg": 0.24203677894547582, "loss_cls": 0.23946277098730206, "loss_mask": 0.2552307192236185, "loss_rpn_cls": 0.044003024813719094, "loss_rpn_loc": 0.07405754877254367, "loss_sem_seg": 0.3671524948440492, "lr": 0.02, "mask_rcnn/accuracy": 0.8635681075912952, "mask_rcnn/false_negative": 0.10924579610204806, "mask_rcnn/false_positive": 0.16599429992734727, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5696467544985353, "total_loss": 1.2007637712231372} {"data_time": 0.012873716994363349, "eta_seconds": 90025.01377292236, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.35189224561020827, "fast_rcnn/fg_cls_accuracy": 0.6227677562276775, "iteration": 110899, "loss_box_reg": 0.22948440304026008, "loss_cls": 0.20142406108789146, "loss_mask": 0.252037949860096, "loss_rpn_cls": 0.04935986356576905, "loss_rpn_loc": 0.07626656244974583, "loss_sem_seg": 0.326746134320274, "lr": 0.02, "mask_rcnn/accuracy": 0.8883560727387411, "mask_rcnn/false_negative": 0.11130467626379328, "mask_rcnn/false_positive": 0.12133280847005237, "roi_head/num_bg_samples": 431.5, "roi_head/num_fg_samples": 80.5, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5780847425048705, "total_loss": 1.1254264035305823} {"data_time": 0.012739686004351825, "eta_seconds": 89994.46201981389, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.28449502133712656, "fast_rcnn/fg_cls_accuracy": 0.702630049404243, "iteration": 110919, "loss_box_reg": 0.23862155945971608, "loss_cls": 0.21737608150579035, "loss_mask": 0.2539463136345148, "loss_rpn_cls": 0.0393642635026481, "loss_rpn_loc": 0.07359636882029008, "loss_sem_seg": 0.3129084622487426, "lr": 0.02, "mask_rcnn/accuracy": 0.8939667075569913, "mask_rcnn/false_negative": 0.09596369168630331, "mask_rcnn/false_positive": 0.11257875461280673, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5714500085086911, "total_loss": 1.1426688355277292} {"data_time": 0.012959286010300275, "eta_seconds": 90012.18455074995, "fast_rcnn/cls_accuracy": 0.908203125, "fast_rcnn/false_negative": 0.41964715316760226, "fast_rcnn/fg_cls_accuracy": 0.548412021126923, "iteration": 110939, "loss_box_reg": 0.2328486731275916, "loss_cls": 0.21845307177864015, "loss_mask": 0.24695385433733463, "loss_rpn_cls": 0.04616598266875371, "loss_rpn_loc": 0.08015096629969776, "loss_sem_seg": 0.3032686864025891, "lr": 0.02, "mask_rcnn/accuracy": 0.8694165599140089, "mask_rcnn/false_negative": 0.10187743304294329, "mask_rcnn/false_positive": 0.14106225776154135, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.5761371335029253, "total_loss": 1.1391750424227212} {"data_time": 0.012176350988738704, "eta_seconds": 90000.86660548986, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.3688114306516199, "fast_rcnn/fg_cls_accuracy": 0.6098862019914651, "iteration": 110959, "loss_box_reg": 0.2537619578652084, "loss_cls": 0.2293187950272113, "loss_mask": 0.26462571136653423, "loss_rpn_cls": 0.042738107847981155, "loss_rpn_loc": 0.0821043613832444, "loss_sem_seg": 0.31607181672006845, "lr": 0.02, "mask_rcnn/accuracy": 0.8812174867611906, "mask_rcnn/false_negative": 0.08698121174017677, "mask_rcnn/false_positive": 0.14274044757295684, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5600326735075214, "total_loss": 1.1980257309623994} {"data_time": 0.012503523503255565, "eta_seconds": 90001.36423843191, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.2847222222222222, "fast_rcnn/fg_cls_accuracy": 0.6483585858585859, "iteration": 110979, "loss_box_reg": 0.2318778969347477, "loss_cls": 0.23104233806952834, "loss_mask": 0.2525246702134609, "loss_rpn_cls": 0.04720943930442445, "loss_rpn_loc": 0.08277473454654682, "loss_sem_seg": 0.32111656619235873, "lr": 0.02, "mask_rcnn/accuracy": 0.8894725880216952, "mask_rcnn/false_negative": 0.08622994922934585, "mask_rcnn/false_positive": 0.133267621735989, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.5709262550008134, "total_loss": 1.1726234238885809} {"data_time": 0.012022837006952614, "eta_seconds": 89998.45357495395, "fast_rcnn/cls_accuracy": 0.90478515625, "fast_rcnn/false_negative": 0.39849246231155777, "fast_rcnn/fg_cls_accuracy": 0.5993827160493828, "iteration": 110999, "loss_box_reg": 0.2500848723575473, "loss_cls": 0.24580194032751024, "loss_mask": 0.26125743240118027, "loss_rpn_cls": 0.03781603180686943, "loss_rpn_loc": 0.07826172024942935, "loss_sem_seg": 0.31181356869637966, "lr": 0.02, "mask_rcnn/accuracy": 0.8765332695578232, "mask_rcnn/false_negative": 0.1056815853140386, "mask_rcnn/false_positive": 0.13010454389330017, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5658406119982828, "total_loss": 1.172698385460535} {"data_time": 0.012467279491829686, "eta_seconds": 89966.9127697096, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.4509936766034327, "fast_rcnn/fg_cls_accuracy": 0.5490063233965674, "iteration": 111019, "loss_box_reg": 0.22159171756356955, "loss_cls": 0.20994022605009377, "loss_mask": 0.2591753760352731, "loss_rpn_cls": 0.042866322793997824, "loss_rpn_loc": 0.073964276118204, "loss_sem_seg": 0.3199256993830204, "lr": 0.02, "mask_rcnn/accuracy": 0.8749349208702963, "mask_rcnn/false_negative": 0.08358793255807709, "mask_rcnn/false_positive": 0.15035397896789127, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5498455630004173, "total_loss": 1.1478314726846293} {"data_time": 0.012830810497689527, "eta_seconds": 89967.4059445317, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3673377596915828, "fast_rcnn/fg_cls_accuracy": 0.565962001605566, "iteration": 111039, "loss_box_reg": 0.2367810122668743, "loss_cls": 0.22213377011939883, "loss_mask": 0.26260754093527794, "loss_rpn_cls": 0.04490418219938874, "loss_rpn_loc": 0.07093956781318411, "loss_sem_seg": 0.3168837842531502, "lr": 0.02, "mask_rcnn/accuracy": 0.8868675717040063, "mask_rcnn/false_negative": 0.1098232266907202, "mask_rcnn/false_positive": 0.11113763657859807, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5773875560043962, "total_loss": 1.174493764701765} {"data_time": 0.01328192300570663, "eta_seconds": 89988.4956960822, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.3388135876840696, "fast_rcnn/fg_cls_accuracy": 0.6071428571428572, "iteration": 111059, "loss_box_reg": 0.23822846822440624, "loss_cls": 0.2327140849083662, "loss_mask": 0.2576838447712362, "loss_rpn_cls": 0.0472282401387929, "loss_rpn_loc": 0.08452311356086284, "loss_sem_seg": 0.32611783873289824, "lr": 0.02, "mask_rcnn/accuracy": 0.8864609427586063, "mask_rcnn/false_negative": 0.0913714664572283, "mask_rcnn/false_positive": 0.14321774657680508, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5689967939979397, "total_loss": 1.2061360855586827} {"data_time": 0.012742414997774176, "eta_seconds": 89985.1883205116, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.2881578947368421, "fast_rcnn/fg_cls_accuracy": 0.622236958443855, "iteration": 111079, "loss_box_reg": 0.20453881681896746, "loss_cls": 0.1885678085964173, "loss_mask": 0.24904294963926077, "loss_rpn_cls": 0.03415542759466916, "loss_rpn_loc": 0.0672408526588697, "loss_sem_seg": 0.3618837776593864, "lr": 0.02, "mask_rcnn/accuracy": 0.8759749589490968, "mask_rcnn/false_negative": 0.1094076297339266, "mask_rcnn/false_positive": 0.14236472978125364, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5744159250098164, "total_loss": 1.1173099482839461} {"data_time": 0.012343707494437695, "eta_seconds": 89994.23602286514, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.2952252252252252, "fast_rcnn/fg_cls_accuracy": 0.6757664233576642, "iteration": 111099, "loss_box_reg": 0.22408369090408087, "loss_cls": 0.220880304928869, "loss_mask": 0.24885446019470692, "loss_rpn_cls": 0.04473613924346864, "loss_rpn_loc": 0.07519062457140535, "loss_sem_seg": 0.3199934847652912, "lr": 0.02, "mask_rcnn/accuracy": 0.8973046579743009, "mask_rcnn/false_negative": 0.10115169142220443, "mask_rcnn/false_positive": 0.10964465029665373, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 208.25, "rpn/num_pos_anchors": 47.75, "time": 0.5667125054897042, "total_loss": 1.1626920456183143} {"data_time": 0.012812583001505118, "eta_seconds": 90021.78855124989, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.33033716842441674, "fast_rcnn/fg_cls_accuracy": 0.6629514221796101, "iteration": 111119, "loss_box_reg": 0.21916358405724168, "loss_cls": 0.19428322580642998, "loss_mask": 0.25496263802051544, "loss_rpn_cls": 0.03353944874834269, "loss_rpn_loc": 0.07699288128060289, "loss_sem_seg": 0.3150632493197918, "lr": 0.02, "mask_rcnn/accuracy": 0.892823850156633, "mask_rcnn/false_negative": 0.08559019708798092, "mask_rcnn/false_positive": 0.12133181782783234, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5809462690012879, "total_loss": 1.1569588364218362} {"data_time": 0.011789224001404364, "eta_seconds": 90010.45657466978, "fast_rcnn/cls_accuracy": 0.912109375, "fast_rcnn/false_negative": 0.3589355742296919, "fast_rcnn/fg_cls_accuracy": 0.5672771672771673, "iteration": 111139, "loss_box_reg": 0.2431825412204489, "loss_cls": 0.22503408149350435, "loss_mask": 0.2597868740558624, "loss_rpn_cls": 0.046546148470952176, "loss_rpn_loc": 0.097477409086423, "loss_sem_seg": 0.3160685058683157, "lr": 0.02, "mask_rcnn/accuracy": 0.8895233010572017, "mask_rcnn/false_negative": 0.09784288623449239, "mask_rcnn/false_positive": 0.12019493637438894, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5701569570010179, "total_loss": 1.180580682514119} {"data_time": 0.012818236005841754, "eta_seconds": 90033.12832571627, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.2418802668539326, "fast_rcnn/fg_cls_accuracy": 0.6843297101449275, "iteration": 111159, "loss_box_reg": 0.2468110655900091, "loss_cls": 0.21696172980591655, "loss_mask": 0.24892973341047764, "loss_rpn_cls": 0.03954598883865401, "loss_rpn_loc": 0.07762762362835929, "loss_sem_seg": 0.3363165067275986, "lr": 0.02, "mask_rcnn/accuracy": 0.8937806835490664, "mask_rcnn/false_negative": 0.08827207133561976, "mask_rcnn/false_positive": 0.12506573422312484, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5696250479959417, "total_loss": 1.15408942126669} {"data_time": 0.012046984498738311, "eta_seconds": 89987.79262150955, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.40232130028735635, "fast_rcnn/fg_cls_accuracy": 0.5752513030528668, "iteration": 111179, "loss_box_reg": 0.2348926851991564, "loss_cls": 0.20621148077771068, "loss_mask": 0.24302501184865832, "loss_rpn_cls": 0.038043465712689795, "loss_rpn_loc": 0.06157947500469163, "loss_sem_seg": 0.34489890560507774, "lr": 0.02, "mask_rcnn/accuracy": 0.8851223291714315, "mask_rcnn/false_negative": 0.07817017260154899, "mask_rcnn/false_positive": 0.13106708943960438, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5605278654984431, "total_loss": 1.1767827332951128} {"data_time": 0.012229605999891646, "eta_seconds": 89910.34734176364, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3987569447220113, "fast_rcnn/fg_cls_accuracy": 0.5789272030651341, "iteration": 111199, "loss_box_reg": 0.20095643983222544, "loss_cls": 0.1892636981792748, "loss_mask": 0.23730966448783875, "loss_rpn_cls": 0.045873648166889325, "loss_rpn_loc": 0.07739841600414366, "loss_sem_seg": 0.3443921827711165, "lr": 0.02, "mask_rcnn/accuracy": 0.8870906805704739, "mask_rcnn/false_negative": 0.09344659922381125, "mask_rcnn/false_positive": 0.11935817573798663, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.5635963424938382, "total_loss": 1.132590119188535} {"data_time": 0.012783005491655786, "eta_seconds": 89897.90762056127, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3027317116086746, "fast_rcnn/fg_cls_accuracy": 0.6111496062992126, "iteration": 111219, "loss_box_reg": 0.2451625552494079, "loss_cls": 0.20306673855520785, "loss_mask": 0.2543848995119333, "loss_rpn_cls": 0.048955988546367735, "loss_rpn_loc": 0.08401397906709462, "loss_sem_seg": 0.3515712528023869, "lr": 0.02, "mask_rcnn/accuracy": 0.8944773937723944, "mask_rcnn/false_negative": 0.07987597594684871, "mask_rcnn/false_positive": 0.12461056578191373, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5623667655017925, "total_loss": 1.1750234897699556} {"data_time": 0.012071949502569623, "eta_seconds": 89854.21163153098, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.34313579511614056, "fast_rcnn/fg_cls_accuracy": 0.6351250744490768, "iteration": 111239, "loss_box_reg": 0.22688226401805878, "loss_cls": 0.18610749044455588, "loss_mask": 0.25079485308378935, "loss_rpn_cls": 0.03968342152074911, "loss_rpn_loc": 0.07577190973097458, "loss_sem_seg": 0.29329213220626116, "lr": 0.02, "mask_rcnn/accuracy": 0.8862244897959184, "mask_rcnn/false_negative": 0.12494253549514572, "mask_rcnn/false_positive": 0.12936488419035433, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5595422889964539, "total_loss": 1.087023527303245} {"data_time": 0.012612218997674063, "eta_seconds": 89822.43358025253, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.24375, "fast_rcnn/fg_cls_accuracy": 0.6291136079900125, "iteration": 111259, "loss_box_reg": 0.22520604357123375, "loss_cls": 0.21512634539976716, "loss_mask": 0.2535957945510745, "loss_rpn_cls": 0.03948917023080867, "loss_rpn_loc": 0.06519834088976495, "loss_sem_seg": 0.3359724278561771, "lr": 0.02, "mask_rcnn/accuracy": 0.9131688328638429, "mask_rcnn/false_negative": 0.07121924835000654, "mask_rcnn/false_positive": 0.1053209256015158, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 236.5, "rpn/num_pos_anchors": 19.5, "time": 0.5561217759968713, "total_loss": 1.1496263046428794} {"data_time": 0.011867859000631142, "eta_seconds": 89759.84849409052, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.2571512539184953, "fast_rcnn/fg_cls_accuracy": 0.7036478488504438, "iteration": 111279, "loss_box_reg": 0.21347470791079104, "loss_cls": 0.18738175556063652, "loss_mask": 0.248514698818326, "loss_rpn_cls": 0.03948254126589745, "loss_rpn_loc": 0.08089923704392277, "loss_sem_seg": 0.29667872097343206, "lr": 0.02, "mask_rcnn/accuracy": 0.8840352414048005, "mask_rcnn/false_negative": 0.09957430982936707, "mask_rcnn/false_positive": 0.11643965752486583, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5616811894942657, "total_loss": 1.1017998817842454} {"data_time": 0.012989606999326497, "eta_seconds": 89774.44699127134, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.31215495907100704, "fast_rcnn/fg_cls_accuracy": 0.6328084997439836, "iteration": 111299, "loss_box_reg": 0.2330815475434065, "loss_cls": 0.2102618864737451, "loss_mask": 0.2592991767451167, "loss_rpn_cls": 0.0388704561337363, "loss_rpn_loc": 0.08524983801180497, "loss_sem_seg": 0.3015886810608208, "lr": 0.02, "mask_rcnn/accuracy": 0.8785569722114389, "mask_rcnn/false_negative": 0.09351074201849136, "mask_rcnn/false_positive": 0.12711838755698557, "roi_head/num_bg_samples": 430.5, "roi_head/num_fg_samples": 81.5, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5690921034984058, "total_loss": 1.1385637094499543} {"data_time": 0.012209006497869268, "eta_seconds": 89763.13333263135, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3181766186227408, "fast_rcnn/fg_cls_accuracy": 0.5667408231368187, "iteration": 111319, "loss_box_reg": 0.24514813511632383, "loss_cls": 0.21919879200868309, "loss_mask": 0.2570593664422631, "loss_rpn_cls": 0.0433331058738986, "loss_rpn_loc": 0.0817842996912077, "loss_sem_seg": 0.3045519683510065, "lr": 0.02, "mask_rcnn/accuracy": 0.8991529341177634, "mask_rcnn/false_negative": 0.08002287881674211, "mask_rcnn/false_positive": 0.11383795077803158, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.563588216995413, "total_loss": 1.127821205809596} {"data_time": 0.012232509507157374, "eta_seconds": 89773.35568373153, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.335016835016835, "fast_rcnn/fg_cls_accuracy": 0.608904893316282, "iteration": 111339, "loss_box_reg": 0.22708196530584246, "loss_cls": 0.21660320542287081, "loss_mask": 0.24880368635058403, "loss_rpn_cls": 0.03868200958822854, "loss_rpn_loc": 0.08688773249741644, "loss_sem_seg": 0.30143753439188004, "lr": 0.02, "mask_rcnn/accuracy": 0.8854095548074207, "mask_rcnn/false_negative": 0.09665310289081784, "mask_rcnn/false_positive": 0.13621895411741053, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.5618852845072979, "total_loss": 1.109479245817056} {"data_time": 0.012667694005358499, "eta_seconds": 89744.53676711462, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.3908571428571429, "fast_rcnn/fg_cls_accuracy": 0.583157169117647, "iteration": 111359, "loss_box_reg": 0.23381947306916118, "loss_cls": 0.22032591211609542, "loss_mask": 0.256924738176167, "loss_rpn_cls": 0.04910172746167518, "loss_rpn_loc": 0.07312437938526273, "loss_sem_seg": 0.33301879931241274, "lr": 0.02, "mask_rcnn/accuracy": 0.8887816169828365, "mask_rcnn/false_negative": 0.0932396883044489, "mask_rcnn/false_positive": 0.14537163744340803, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5632158130101743, "total_loss": 1.1995431939285481} {"data_time": 0.012504590500611812, "eta_seconds": 89693.33544539452, "fast_rcnn/cls_accuracy": 0.912109375, "fast_rcnn/false_negative": 0.37083481035093935, "fast_rcnn/fg_cls_accuracy": 0.6047772709627329, "iteration": 111379, "loss_box_reg": 0.24703034525737166, "loss_cls": 0.21645138319581747, "loss_mask": 0.26381132658571005, "loss_rpn_cls": 0.04285167678608559, "loss_rpn_loc": 0.08475253579672426, "loss_sem_seg": 0.3279050253331661, "lr": 0.02, "mask_rcnn/accuracy": 0.8765520097352151, "mask_rcnn/false_negative": 0.11557684378428215, "mask_rcnn/false_positive": 0.11513269065726237, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.5602301220060326, "total_loss": 1.2112929858267307} {"data_time": 0.01290739750402281, "eta_seconds": 89682.0263078345, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.4427539759818241, "fast_rcnn/fg_cls_accuracy": 0.5304224015187471, "iteration": 111399, "loss_box_reg": 0.2205177175346762, "loss_cls": 0.21708866185508668, "loss_mask": 0.25977118220180273, "loss_rpn_cls": 0.042058713486767374, "loss_rpn_loc": 0.06933316448703408, "loss_sem_seg": 0.33467902848497033, "lr": 0.02, "mask_rcnn/accuracy": 0.9012889933986279, "mask_rcnn/false_negative": 0.08442603808097635, "mask_rcnn/false_positive": 0.10860621630319361, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5745622390022618, "total_loss": 1.1964508518722141} {"data_time": 0.013181429501855746, "eta_seconds": 89666.93549000222, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.28547008547008546, "fast_rcnn/fg_cls_accuracy": 0.7145299145299145, "iteration": 111419, "loss_box_reg": 0.2248027849709615, "loss_cls": 0.20734364516101778, "loss_mask": 0.25027156714349985, "loss_rpn_cls": 0.04262044969073031, "loss_rpn_loc": 0.07384178892243654, "loss_sem_seg": 0.3555600536055863, "lr": 0.02, "mask_rcnn/accuracy": 0.8983016972504035, "mask_rcnn/false_negative": 0.08544555805150997, "mask_rcnn/false_positive": 0.13020425622310167, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.563819886498095, "total_loss": 1.1391685231646989} {"data_time": 0.01248919749923516, "eta_seconds": 89659.40803271446, "fast_rcnn/cls_accuracy": 0.91064453125, "fast_rcnn/false_negative": 0.4114606150880575, "fast_rcnn/fg_cls_accuracy": 0.5579751616780175, "iteration": 111439, "loss_box_reg": 0.24901203904300928, "loss_cls": 0.2273427457548678, "loss_mask": 0.2607425758615136, "loss_rpn_cls": 0.04646771139232442, "loss_rpn_loc": 0.08147456508595496, "loss_sem_seg": 0.35029898933134973, "lr": 0.02, "mask_rcnn/accuracy": 0.8850499716748617, "mask_rcnn/false_negative": 0.11154260393322415, "mask_rcnn/false_positive": 0.12300133177772549, "roi_head/num_bg_samples": 429.25, "roi_head/num_fg_samples": 82.75, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.5587801129950094, "total_loss": 1.2253691322548548} {"data_time": 0.012115578501834534, "eta_seconds": 89658.05495241086, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.38945221445221445, "fast_rcnn/fg_cls_accuracy": 0.5274418604651163, "iteration": 111459, "loss_box_reg": 0.23022469179704785, "loss_cls": 0.21380116045475006, "loss_mask": 0.2563736503943801, "loss_rpn_cls": 0.04546612952253781, "loss_rpn_loc": 0.06595556074171327, "loss_sem_seg": 0.33060243306681514, "lr": 0.02, "mask_rcnn/accuracy": 0.8968439128898312, "mask_rcnn/false_negative": 0.10666077811004598, "mask_rcnn/false_positive": 0.11511792217657933, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5630775745012215, "total_loss": 1.1600504750967957} {"data_time": 0.011740148496755864, "eta_seconds": 89703.806333188, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3242737845176495, "fast_rcnn/fg_cls_accuracy": 0.5802999662959218, "iteration": 111479, "loss_box_reg": 0.23205610900186002, "loss_cls": 0.2088118987157941, "loss_mask": 0.26141398027539253, "loss_rpn_cls": 0.043915287853451446, "loss_rpn_loc": 0.08958269021240994, "loss_sem_seg": 0.3237546165473759, "lr": 0.02, "mask_rcnn/accuracy": 0.8874600791403519, "mask_rcnn/false_negative": 0.11059353155358173, "mask_rcnn/false_positive": 0.11965792176756213, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 234.5, "rpn/num_pos_anchors": 21.5, "time": 0.5874331114973756, "total_loss": 1.1873870950657874} {"data_time": 0.012415432996931486, "eta_seconds": 89682.82469685134, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.31999391357273277, "fast_rcnn/fg_cls_accuracy": 0.6189075630252101, "iteration": 111499, "loss_box_reg": 0.23409276641905308, "loss_cls": 0.20865398412570357, "loss_mask": 0.25784130208194256, "loss_rpn_cls": 0.049556811587535776, "loss_rpn_loc": 0.0847299755550921, "loss_sem_seg": 0.32906205113977194, "lr": 0.02, "mask_rcnn/accuracy": 0.8837219351401657, "mask_rcnn/false_negative": 0.09976988195611995, "mask_rcnn/false_positive": 0.14565438718141183, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.5607992855002522, "total_loss": 1.1654955918929772} {"data_time": 0.012661524997383822, "eta_seconds": 89634.78938567352, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.34889829843958287, "fast_rcnn/fg_cls_accuracy": 0.5768097643097643, "iteration": 111519, "loss_box_reg": 0.245409861439839, "loss_cls": 0.22300299955531955, "loss_mask": 0.2569207437336445, "loss_rpn_cls": 0.038412666122894734, "loss_rpn_loc": 0.08306772884679958, "loss_sem_seg": 0.35363644640892744, "lr": 0.02, "mask_rcnn/accuracy": 0.9027222645674979, "mask_rcnn/false_negative": 0.08766538783035095, "mask_rcnn/false_positive": 0.11455441671757871, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.5730324600008316, "total_loss": 1.2053837067942368} {"data_time": 0.012328683995292522, "eta_seconds": 89642.70926591329, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.2757834757834758, "fast_rcnn/fg_cls_accuracy": 0.6822969758749575, "iteration": 111539, "loss_box_reg": 0.22711081663146615, "loss_cls": 0.21155779482796788, "loss_mask": 0.2675686115399003, "loss_rpn_cls": 0.039647757657803595, "loss_rpn_loc": 0.07500286254798993, "loss_sem_seg": 0.30006087524816394, "lr": 0.02, "mask_rcnn/accuracy": 0.8975799346426168, "mask_rcnn/false_negative": 0.09514746709203672, "mask_rcnn/false_positive": 0.12438050260991146, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5615606565042981, "total_loss": 1.116615978302434} {"data_time": 0.01275573049497325, "eta_seconds": 89612.16590667334, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.3151002300361485, "fast_rcnn/fg_cls_accuracy": 0.6728133729050279, "iteration": 111559, "loss_box_reg": 0.2366738235577941, "loss_cls": 0.2097657946869731, "loss_mask": 0.2661381037905812, "loss_rpn_cls": 0.04168037761701271, "loss_rpn_loc": 0.08229519642191008, "loss_sem_seg": 0.33363980520516634, "lr": 0.02, "mask_rcnn/accuracy": 0.8769184682385857, "mask_rcnn/false_negative": 0.11612565881209481, "mask_rcnn/false_positive": 0.1294834473195633, "roi_head/num_bg_samples": 429.0, "roi_head/num_fg_samples": 83.0, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5623862030042801, "total_loss": 1.1673578564223135} {"data_time": 0.012098780498490669, "eta_seconds": 89600.85416717325, "fast_rcnn/cls_accuracy": 0.912109375, "fast_rcnn/false_negative": 0.44044388447373517, "fast_rcnn/fg_cls_accuracy": 0.5563093622795114, "iteration": 111579, "loss_box_reg": 0.22708946955390275, "loss_cls": 0.20406141877174377, "loss_mask": 0.2670460306107998, "loss_rpn_cls": 0.04482289701991249, "loss_rpn_loc": 0.06984295180882327, "loss_sem_seg": 0.33838638942688704, "lr": 0.02, "mask_rcnn/accuracy": 0.8942673977469628, "mask_rcnn/false_negative": 0.08536470336932722, "mask_rcnn/false_positive": 0.1202432406835183, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5710092080043978, "total_loss": 1.1262920948502142} {"data_time": 0.012359198000922333, "eta_seconds": 89578.88219777113, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.340429036109853, "fast_rcnn/fg_cls_accuracy": 0.6252141939168927, "iteration": 111599, "loss_box_reg": 0.23851265478879213, "loss_cls": 0.23176148673519492, "loss_mask": 0.2520481888204813, "loss_rpn_cls": 0.04445458088594023, "loss_rpn_loc": 0.08444073924329132, "loss_sem_seg": 0.32586276321671903, "lr": 0.02, "mask_rcnn/accuracy": 0.8987329399923385, "mask_rcnn/false_negative": 0.08549689737123677, "mask_rcnn/false_positive": 0.11566723234598315, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5700395514941192, "total_loss": 1.1823937335284427} {"data_time": 0.0126455894933315, "eta_seconds": 89557.62579467428, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.3722133757961783, "fast_rcnn/fg_cls_accuracy": 0.5731997282608696, "iteration": 111619, "loss_box_reg": 0.2219584451522678, "loss_cls": 0.21733474358916283, "loss_mask": 0.25033168960362673, "loss_rpn_cls": 0.047116761314100586, "loss_rpn_loc": 0.07716367917601019, "loss_sem_seg": 0.31233062874525785, "lr": 0.02, "mask_rcnn/accuracy": 0.8795978401914757, "mask_rcnn/false_negative": 0.10617662503094932, "mask_rcnn/false_positive": 0.12935350557695474, "roi_head/num_bg_samples": 433.0, "roi_head/num_fg_samples": 79.0, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5618880915062618, "total_loss": 1.1773787173442543} {"data_time": 0.011597453492868226, "eta_seconds": 89556.26141073121, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.37983667120357767, "fast_rcnn/fg_cls_accuracy": 0.5739189189189189, "iteration": 111639, "loss_box_reg": 0.23958863550797105, "loss_cls": 0.19965194154065102, "loss_mask": 0.2526616081595421, "loss_rpn_cls": 0.04359793389448896, "loss_rpn_loc": 0.07445127124083228, "loss_sem_seg": 0.29833884607069194, "lr": 0.02, "mask_rcnn/accuracy": 0.9007525531991536, "mask_rcnn/false_negative": 0.09566252993077515, "mask_rcnn/false_positive": 0.10745076420927047, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5578313350051758, "total_loss": 1.1147625118901487} {"data_time": 0.011966243997449055, "eta_seconds": 89601.94799807799, "fast_rcnn/cls_accuracy": 0.9560546875, "fast_rcnn/false_negative": 0.21754807692307693, "fast_rcnn/fg_cls_accuracy": 0.7045454545454546, "iteration": 111659, "loss_box_reg": 0.22493629634846002, "loss_cls": 0.18968539591878653, "loss_mask": 0.24973454885184765, "loss_rpn_cls": 0.043590584260527976, "loss_rpn_loc": 0.07358619332808303, "loss_sem_seg": 0.3238470214419067, "lr": 0.02, "mask_rcnn/accuracy": 0.9043172671999202, "mask_rcnn/false_negative": 0.07270708861647093, "mask_rcnn/false_positive": 0.10989953657120066, "roi_head/num_bg_samples": 461.75, "roi_head/num_fg_samples": 50.25, "rpn/num_neg_anchors": 235.25, "rpn/num_pos_anchors": 20.75, "time": 0.5701990479938104, "total_loss": 1.122058734887105} {"data_time": 0.012295681503019296, "eta_seconds": 89606.12124473766, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.2880369329586511, "fast_rcnn/fg_cls_accuracy": 0.6254171301446052, "iteration": 111679, "loss_box_reg": 0.2143550869077444, "loss_cls": 0.20239895349368453, "loss_mask": 0.24493012111634016, "loss_rpn_cls": 0.04235005298687611, "loss_rpn_loc": 0.07269352825824171, "loss_sem_seg": 0.33456652518361807, "lr": 0.02, "mask_rcnn/accuracy": 0.8983954208113452, "mask_rcnn/false_negative": 0.09295349119798019, "mask_rcnn/false_positive": 0.12023140067329634, "roi_head/num_bg_samples": 469.5, "roi_head/num_fg_samples": 42.5, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5674809440024546, "total_loss": 1.1258434925985057} {"data_time": 0.012861483002780005, "eta_seconds": 89606.27827899085, "fast_rcnn/cls_accuracy": 0.89697265625, "fast_rcnn/false_negative": 0.3983332298715004, "fast_rcnn/fg_cls_accuracy": 0.537488908606921, "iteration": 111699, "loss_box_reg": 0.24109775200486183, "loss_cls": 0.222972659394145, "loss_mask": 0.24948739912360907, "loss_rpn_cls": 0.04848212448268896, "loss_rpn_loc": 0.0975420058821328, "loss_sem_seg": 0.31281191017478704, "lr": 0.02, "mask_rcnn/accuracy": 0.8749565109511493, "mask_rcnn/false_negative": 0.10857253535259033, "mask_rcnn/false_positive": 0.13566558615714275, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.5660627909965115, "total_loss": 1.249514987692237} {"data_time": 0.012900898997031618, "eta_seconds": 89594.95727934095, "fast_rcnn/cls_accuracy": 0.9111328125, "fast_rcnn/false_negative": 0.4019325218876788, "fast_rcnn/fg_cls_accuracy": 0.5950046685340803, "iteration": 111719, "loss_box_reg": 0.25509104738011956, "loss_cls": 0.22727159154601395, "loss_mask": 0.26832798309624195, "loss_rpn_cls": 0.045942880446091294, "loss_rpn_loc": 0.07578579161781818, "loss_sem_seg": 0.33871032332535833, "lr": 0.02, "mask_rcnn/accuracy": 0.8925556265214113, "mask_rcnn/false_negative": 0.0995467578661384, "mask_rcnn/false_positive": 0.13459100782526603, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5670548280031653, "total_loss": 1.179739434403018} {"data_time": 0.013091528999211732, "eta_seconds": 89533.64566626237, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.2930269478140519, "fast_rcnn/fg_cls_accuracy": 0.657300593276203, "iteration": 111739, "loss_box_reg": 0.23594200471416116, "loss_cls": 0.2142998264171183, "loss_mask": 0.26297759637236595, "loss_rpn_cls": 0.042127416701987386, "loss_rpn_loc": 0.0871209351462312, "loss_sem_seg": 0.3637770018540323, "lr": 0.02, "mask_rcnn/accuracy": 0.8988266458755614, "mask_rcnn/false_negative": 0.09171873128634792, "mask_rcnn/false_positive": 0.10207343831204022, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5593348375041387, "total_loss": 1.208884843159467} {"data_time": 0.012545086508907843, "eta_seconds": 89572.31528004113, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.3168351341930986, "fast_rcnn/fg_cls_accuracy": 0.6701208981001727, "iteration": 111759, "loss_box_reg": 0.22153749503195286, "loss_cls": 0.2042383160442114, "loss_mask": 0.2562895342707634, "loss_rpn_cls": 0.04703356808749959, "loss_rpn_loc": 0.06884835823439062, "loss_sem_seg": 0.32711315527558327, "lr": 0.02, "mask_rcnn/accuracy": 0.9056111482291329, "mask_rcnn/false_negative": 0.08708965303797789, "mask_rcnn/false_positive": 0.10122379305389856, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 238.0, "rpn/num_pos_anchors": 18.0, "time": 0.5877035769954091, "total_loss": 1.1305333456839435} {"data_time": 0.012697972502792254, "eta_seconds": 89549.52349633742, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.41236512102653833, "fast_rcnn/fg_cls_accuracy": 0.5663061895744045, "iteration": 111779, "loss_box_reg": 0.23392709367908537, "loss_cls": 0.22874305490404367, "loss_mask": 0.25082355458289385, "loss_rpn_cls": 0.04658502200618386, "loss_rpn_loc": 0.07161510200239718, "loss_sem_seg": 0.33434339007362723, "lr": 0.02, "mask_rcnn/accuracy": 0.8907363894271586, "mask_rcnn/false_negative": 0.09645198846901067, "mask_rcnn/false_positive": 0.12085257573229025, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5666919944997062, "total_loss": 1.1585686902399175} {"data_time": 0.01283964050526265, "eta_seconds": 89523.57984605501, "fast_rcnn/cls_accuracy": 0.91064453125, "fast_rcnn/false_negative": 0.40731707317073174, "fast_rcnn/fg_cls_accuracy": 0.565615763546798, "iteration": 111799, "loss_box_reg": 0.2432171965483576, "loss_cls": 0.2264434697572142, "loss_mask": 0.24650516221299767, "loss_rpn_cls": 0.041621518350439146, "loss_rpn_loc": 0.0719134190294426, "loss_sem_seg": 0.3403984559699893, "lr": 0.02, "mask_rcnn/accuracy": 0.8769464817176871, "mask_rcnn/false_negative": 0.1034879707257487, "mask_rcnn/false_positive": 0.1299166237160002, "roi_head/num_bg_samples": 427.5, "roi_head/num_fg_samples": 84.5, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 0.561649485003727, "total_loss": 1.199263599817641} {"data_time": 0.013309067995578516, "eta_seconds": 89512.26214517499, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.4235963727570905, "fast_rcnn/fg_cls_accuracy": 0.5662971870751856, "iteration": 111819, "loss_box_reg": 0.23210481088608503, "loss_cls": 0.21868664037901908, "loss_mask": 0.26957529317587614, "loss_rpn_cls": 0.04831853797077201, "loss_rpn_loc": 0.08632869855500758, "loss_sem_seg": 0.3144387532956898, "lr": 0.02, "mask_rcnn/accuracy": 0.8824836212813143, "mask_rcnn/false_negative": 0.08831279462495009, "mask_rcnn/false_positive": 0.1408908951554037, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 189.0, "rpn/num_pos_anchors": 67.0, "time": 0.5633224290068028, "total_loss": 1.1786999856994953} {"data_time": 0.013263518005260266, "eta_seconds": 89536.6217707578, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.34455128205128205, "fast_rcnn/fg_cls_accuracy": 0.5936046511627907, "iteration": 111839, "loss_box_reg": 0.23938995646312833, "loss_cls": 0.21996445883996785, "loss_mask": 0.27121646236628294, "loss_rpn_cls": 0.03953649100731127, "loss_rpn_loc": 0.08724635397084057, "loss_sem_seg": 0.32410984789021313, "lr": 0.02, "mask_rcnn/accuracy": 0.8880136447325445, "mask_rcnn/false_negative": 0.07658450320294138, "mask_rcnn/false_positive": 0.14156387018088984, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5678076080002938, "total_loss": 1.2062434207182378} {"data_time": 0.012534434994449839, "eta_seconds": 89535.84439860666, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.2925101214574899, "fast_rcnn/fg_cls_accuracy": 0.6719160104986877, "iteration": 111859, "loss_box_reg": 0.2358454812783748, "loss_cls": 0.21354830544441938, "loss_mask": 0.2573629645630717, "loss_rpn_cls": 0.0385934883961454, "loss_rpn_loc": 0.07558866383624263, "loss_sem_seg": 0.36018443014472723, "lr": 0.02, "mask_rcnn/accuracy": 0.8988431376824233, "mask_rcnn/false_negative": 0.08803045499362842, "mask_rcnn/false_positive": 0.10605335490336389, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5602562714921078, "total_loss": 1.1760213326197118} {"data_time": 0.013220131004345603, "eta_seconds": 89513.37672203299, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3522151898734177, "fast_rcnn/fg_cls_accuracy": 0.584349593495935, "iteration": 111879, "loss_box_reg": 0.20899371290579438, "loss_cls": 0.18913075188174844, "loss_mask": 0.2561871004290879, "loss_rpn_cls": 0.04179632553132251, "loss_rpn_loc": 0.06753646302968264, "loss_sem_seg": 0.37426433875225484, "lr": 0.02, "mask_rcnn/accuracy": 0.8900477751134759, "mask_rcnn/false_negative": 0.0819118635515426, "mask_rcnn/false_positive": 0.13039392986456133, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5630516789969988, "total_loss": 1.1281299608235713} {"data_time": 0.012610399004188366, "eta_seconds": 89443.12820898229, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.3416425120772947, "fast_rcnn/fg_cls_accuracy": 0.5800953079178885, "iteration": 111899, "loss_box_reg": 0.22984931012615561, "loss_cls": 0.21834291005507112, "loss_mask": 0.25961386365815997, "loss_rpn_cls": 0.037015698791947216, "loss_rpn_loc": 0.06227500975364819, "loss_sem_seg": 0.3465296945068985, "lr": 0.02, "mask_rcnn/accuracy": 0.8811925945466319, "mask_rcnn/false_negative": 0.10994694532263204, "mask_rcnn/false_positive": 0.13362778712927514, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.558780528997886, "total_loss": 1.182055581259192} {"data_time": 0.013510684002540074, "eta_seconds": 89470.2866485771, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.36934216396142894, "fast_rcnn/fg_cls_accuracy": 0.6290867728306793, "iteration": 111919, "loss_box_reg": 0.23186686355620623, "loss_cls": 0.2041359564755112, "loss_mask": 0.2563364990055561, "loss_rpn_cls": 0.04665002870024182, "loss_rpn_loc": 0.08811185107333586, "loss_sem_seg": 0.31830846099182963, "lr": 0.02, "mask_rcnn/accuracy": 0.8772655947448798, "mask_rcnn/false_negative": 0.11272445540215338, "mask_rcnn/false_positive": 0.12369235996200653, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5747596880028141, "total_loss": 1.142736056004651} {"data_time": 0.013074650996713899, "eta_seconds": 89386.60550793179, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.2969924812030075, "fast_rcnn/fg_cls_accuracy": 0.5858413738160574, "iteration": 111939, "loss_box_reg": 0.21601495007053018, "loss_cls": 0.2095250808633864, "loss_mask": 0.24855963233858347, "loss_rpn_cls": 0.04648750083288178, "loss_rpn_loc": 0.07359652893501334, "loss_sem_seg": 0.32190294517204165, "lr": 0.02, "mask_rcnn/accuracy": 0.8893320170533967, "mask_rcnn/false_negative": 0.1065446103287988, "mask_rcnn/false_positive": 0.10977295697460489, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.5618345754992333, "total_loss": 1.1628429406264331} {"data_time": 0.013186149997636676, "eta_seconds": 89394.01902302225, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.41177262931034486, "fast_rcnn/fg_cls_accuracy": 0.5645009756450097, "iteration": 111959, "loss_box_reg": 0.2408220530487597, "loss_cls": 0.22000615042634308, "loss_mask": 0.2619503019377589, "loss_rpn_cls": 0.04137952619930729, "loss_rpn_loc": 0.07691724580945447, "loss_sem_seg": 0.324115926399827, "lr": 0.02, "mask_rcnn/accuracy": 0.8738351153836168, "mask_rcnn/false_negative": 0.1013528553301555, "mask_rcnn/false_positive": 0.1295546080690219, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.567309516001842, "total_loss": 1.1903483838759712} {"data_time": 0.011617149502853863, "eta_seconds": 89397.86948034225, "fast_rcnn/cls_accuracy": 0.91162109375, "fast_rcnn/false_negative": 0.3260977717263229, "fast_rcnn/fg_cls_accuracy": 0.6164903800885094, "iteration": 111979, "loss_box_reg": 0.231712250970304, "loss_cls": 0.21000100811943412, "loss_mask": 0.2533265994861722, "loss_rpn_cls": 0.040814302818034776, "loss_rpn_loc": 0.07215400386485271, "loss_sem_seg": 0.3259443109855056, "lr": 0.02, "mask_rcnn/accuracy": 0.8798607492095889, "mask_rcnn/false_negative": 0.08835885442131663, "mask_rcnn/false_positive": 0.11430902577269911, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5782551530064666, "total_loss": 1.1575486695364816} {"data_time": 0.013146017001417931, "eta_seconds": 89425.0084498569, "fast_rcnn/cls_accuracy": 0.90771484375, "fast_rcnn/false_negative": 0.3281573498964803, "fast_rcnn/fg_cls_accuracy": 0.585016095990635, "iteration": 111999, "loss_box_reg": 0.21740665705874562, "loss_cls": 0.21719330572523177, "loss_mask": 0.2633988233283162, "loss_rpn_cls": 0.04984000575495884, "loss_rpn_loc": 0.08167080604471266, "loss_sem_seg": 0.33880158863030374, "lr": 0.02, "mask_rcnn/accuracy": 0.8942255191550303, "mask_rcnn/false_negative": 0.0768083442008716, "mask_rcnn/false_positive": 0.13435482264074383, "roi_head/num_bg_samples": 431.75, "roi_head/num_fg_samples": 80.25, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5721335279959021, "total_loss": 1.1966536428953987} {"data_time": 0.014107143506407738, "eta_seconds": 89443.20757018946, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3204356501496508, "fast_rcnn/fg_cls_accuracy": 0.6623655913978495, "iteration": 112019, "loss_box_reg": 0.23042833199724555, "loss_cls": 0.2146805494558066, "loss_mask": 0.2597029758617282, "loss_rpn_cls": 0.03993964387336746, "loss_rpn_loc": 0.06918532936833799, "loss_sem_seg": 0.3225014687050134, "lr": 0.02, "mask_rcnn/accuracy": 0.8950937407754029, "mask_rcnn/false_negative": 0.07308542552569507, "mask_rcnn/false_positive": 0.14410785034071377, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5756716309988406, "total_loss": 1.1704731238860404} {"data_time": 0.01285142849519616, "eta_seconds": 89422.79963059336, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.37447601304145317, "fast_rcnn/fg_cls_accuracy": 0.6080763498796286, "iteration": 112039, "loss_box_reg": 0.2403135565109551, "loss_cls": 0.21988450782373548, "loss_mask": 0.2591852778568864, "loss_rpn_cls": 0.04108260461362079, "loss_rpn_loc": 0.07832764010527171, "loss_sem_seg": 0.3223154067527503, "lr": 0.02, "mask_rcnn/accuracy": 0.8781382944033072, "mask_rcnn/false_negative": 0.10070139831375761, "mask_rcnn/false_positive": 0.1381904053670961, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.569874520500889, "total_loss": 1.2077253571187612} {"data_time": 0.011812433003797196, "eta_seconds": 89402.41957779229, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.294021294021294, "fast_rcnn/fg_cls_accuracy": 0.696969696969697, "iteration": 112059, "loss_box_reg": 0.23919663205742836, "loss_cls": 0.20446119736880064, "loss_mask": 0.25604063645005226, "loss_rpn_cls": 0.041041971620870754, "loss_rpn_loc": 0.07807301229331642, "loss_sem_seg": 0.3107625050470233, "lr": 0.02, "mask_rcnn/accuracy": 0.9016062317784257, "mask_rcnn/false_negative": 0.08852774214570083, "mask_rcnn/false_positive": 0.09124133104800339, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 237.25, "rpn/num_pos_anchors": 18.75, "time": 0.5672441005081055, "total_loss": 1.1655489281693008} {"data_time": 0.012131585994211491, "eta_seconds": 89341.29606954221, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.34460227272727273, "fast_rcnn/fg_cls_accuracy": 0.6002604166666667, "iteration": 112079, "loss_box_reg": 0.21783451200462878, "loss_cls": 0.19284488097764552, "loss_mask": 0.2577909757383168, "loss_rpn_cls": 0.044468378531746566, "loss_rpn_loc": 0.0791595444898121, "loss_sem_seg": 0.31997209507972, "lr": 0.02, "mask_rcnn/accuracy": 0.8822619473321243, "mask_rcnn/false_negative": 0.11546528157119029, "mask_rcnn/false_positive": 0.13489586492460967, "roi_head/num_bg_samples": 456.25, "roi_head/num_fg_samples": 55.75, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5622587610050687, "total_loss": 1.1259315180795966} {"data_time": 0.012404557506670244, "eta_seconds": 89285.25269109264, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.3345238095238095, "fast_rcnn/fg_cls_accuracy": 0.6400996264009963, "iteration": 112099, "loss_box_reg": 0.22232900140807033, "loss_cls": 0.2093644319102168, "loss_mask": 0.25178902968764305, "loss_rpn_cls": 0.033545483369380236, "loss_rpn_loc": 0.08542427577776834, "loss_sem_seg": 0.30462231347337365, "lr": 0.02, "mask_rcnn/accuracy": 0.8755396247347096, "mask_rcnn/false_negative": 0.11371810849010217, "mask_rcnn/false_positive": 0.1438625698535103, "roi_head/num_bg_samples": 431.0, "roi_head/num_fg_samples": 81.0, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5569882054987829, "total_loss": 1.127278885061969} {"data_time": 0.01317283350363141, "eta_seconds": 89231.47550204949, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3257247856267864, "fast_rcnn/fg_cls_accuracy": 0.6140481509059319, "iteration": 112119, "loss_box_reg": 0.22590554505586624, "loss_cls": 0.20694650523364544, "loss_mask": 0.258604628033936, "loss_rpn_cls": 0.043351938656996936, "loss_rpn_loc": 0.06830634962534532, "loss_sem_seg": 0.3129527014680207, "lr": 0.02, "mask_rcnn/accuracy": 0.8847914693303482, "mask_rcnn/false_negative": 0.09344348435310602, "mask_rcnn/false_positive": 0.12247000347560497, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5576888814975973, "total_loss": 1.1211193396593444} {"data_time": 0.013119430004735477, "eta_seconds": 89192.88124967311, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.2937206572769953, "fast_rcnn/fg_cls_accuracy": 0.6782442748091603, "iteration": 112139, "loss_box_reg": 0.2539414959028363, "loss_cls": 0.2123599862679839, "loss_mask": 0.2535419757477939, "loss_rpn_cls": 0.04593711184861604, "loss_rpn_loc": 0.07978505638311617, "loss_sem_seg": 0.361544958781451, "lr": 0.02, "mask_rcnn/accuracy": 0.8927391856096899, "mask_rcnn/false_negative": 0.0937940050751373, "mask_rcnn/false_positive": 0.12061699656041786, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5584359255008167, "total_loss": 1.225507499446394} {"data_time": 0.012705311499303207, "eta_seconds": 89156.36952242177, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.34039955604883465, "fast_rcnn/fg_cls_accuracy": 0.6309067688378034, "iteration": 112159, "loss_box_reg": 0.2343328008428216, "loss_cls": 0.19687228673137724, "loss_mask": 0.25982302986085415, "loss_rpn_cls": 0.04177078320935834, "loss_rpn_loc": 0.07539439521497115, "loss_sem_seg": 0.3452047116588801, "lr": 0.02, "mask_rcnn/accuracy": 0.8872189153439154, "mask_rcnn/false_negative": 0.0916449265190201, "mask_rcnn/false_positive": 0.12437593338793461, "roi_head/num_bg_samples": 464.25, "roi_head/num_fg_samples": 47.75, "rpn/num_neg_anchors": 238.75, "rpn/num_pos_anchors": 17.25, "time": 0.5537429289979627, "total_loss": 1.1790451802662574} {"data_time": 0.012308158504310995, "eta_seconds": 89159.82501378012, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.35598268398268396, "fast_rcnn/fg_cls_accuracy": 0.6277417027417027, "iteration": 112179, "loss_box_reg": 0.2314173011109233, "loss_cls": 0.21439863881096244, "loss_mask": 0.2569243600592017, "loss_rpn_cls": 0.045282848877832294, "loss_rpn_loc": 0.07447863416746259, "loss_sem_seg": 0.3179695301223546, "lr": 0.02, "mask_rcnn/accuracy": 0.8908773181891805, "mask_rcnn/false_negative": 0.10253962304818404, "mask_rcnn/false_positive": 0.14246312032185454, "roi_head/num_bg_samples": 422.75, "roi_head/num_fg_samples": 89.25, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5653140865033492, "total_loss": 1.155748305900488} {"data_time": 0.012604030001966748, "eta_seconds": 89148.52615938004, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.3909558378705384, "fast_rcnn/fg_cls_accuracy": 0.5498721227621484, "iteration": 112199, "loss_box_reg": 0.214366898057051, "loss_cls": 0.217746137175709, "loss_mask": 0.2649714406579733, "loss_rpn_cls": 0.04320675850613043, "loss_rpn_loc": 0.0879879208659986, "loss_sem_seg": 0.3324366547167301, "lr": 0.02, "mask_rcnn/accuracy": 0.8846203257174481, "mask_rcnn/false_negative": 0.10490061647319182, "mask_rcnn/false_positive": 0.1212313992111089, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5657633255032124, "total_loss": 1.166818963654805} {"data_time": 0.014190014007908758, "eta_seconds": 89122.47856778168, "fast_rcnn/cls_accuracy": 0.9140625, "fast_rcnn/false_negative": 0.39345314505776635, "fast_rcnn/fg_cls_accuracy": 0.562655550024888, "iteration": 112219, "loss_box_reg": 0.2545474241487682, "loss_cls": 0.22239177767187357, "loss_mask": 0.26603554282337427, "loss_rpn_cls": 0.05586502549704164, "loss_rpn_loc": 0.0938117705663899, "loss_sem_seg": 0.29640152491629124, "lr": 0.02, "mask_rcnn/accuracy": 0.8769071286279254, "mask_rcnn/false_negative": 0.11105547695756315, "mask_rcnn/false_positive": 0.14003488812083498, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.5638320940051926, "total_loss": 1.154977131751366} {"data_time": 0.012810281004931312, "eta_seconds": 89125.92845057987, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3266263552960801, "fast_rcnn/fg_cls_accuracy": 0.6511008522727273, "iteration": 112239, "loss_box_reg": 0.24350577872246504, "loss_cls": 0.22234842414036393, "loss_mask": 0.2588614576961845, "loss_rpn_cls": 0.048995889839716256, "loss_rpn_loc": 0.06710854462289717, "loss_sem_seg": 0.3252047123387456, "lr": 0.02, "mask_rcnn/accuracy": 0.8919548035041355, "mask_rcnn/false_negative": 0.09827851581048783, "mask_rcnn/false_positive": 0.1233020077819105, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 238.5, "rpn/num_pos_anchors": 17.5, "time": 0.55536429950007, "total_loss": 1.197177977359388} {"data_time": 0.013076715506031178, "eta_seconds": 89141.45495095674, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.35213097713097713, "fast_rcnn/fg_cls_accuracy": 0.6330128205128205, "iteration": 112259, "loss_box_reg": 0.2444736680481583, "loss_cls": 0.21740533295087516, "loss_mask": 0.26025119982659817, "loss_rpn_cls": 0.04403856076532975, "loss_rpn_loc": 0.08470904348359909, "loss_sem_seg": 0.3371815886348486, "lr": 0.02, "mask_rcnn/accuracy": 0.8862519934227379, "mask_rcnn/false_negative": 0.09434709686545752, "mask_rcnn/false_positive": 0.11818044522242481, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.572723039505945, "total_loss": 1.198310652980581} {"data_time": 0.012620217996300198, "eta_seconds": 89137.56211347308, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.35341467217587896, "fast_rcnn/fg_cls_accuracy": 0.646162343507078, "iteration": 112279, "loss_box_reg": 0.23858539387583733, "loss_cls": 0.20973799447529018, "loss_mask": 0.251838312484324, "loss_rpn_cls": 0.039824103470891714, "loss_rpn_loc": 0.0742409172526095, "loss_sem_seg": 0.349553597625345, "lr": 0.02, "mask_rcnn/accuracy": 0.8940747786092027, "mask_rcnn/false_negative": 0.08015167552640508, "mask_rcnn/false_positive": 0.1364616707935309, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.5720491679967381, "total_loss": 1.1731383485312108} {"data_time": 0.012555486006021965, "eta_seconds": 89129.7427692294, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.34247516381314735, "fast_rcnn/fg_cls_accuracy": 0.6201348960636887, "iteration": 112299, "loss_box_reg": 0.2445440012961626, "loss_cls": 0.22936667129397392, "loss_mask": 0.26240098010748625, "loss_rpn_cls": 0.04707223453442566, "loss_rpn_loc": 0.08229420147836208, "loss_sem_seg": 0.3164797928184271, "lr": 0.02, "mask_rcnn/accuracy": 0.8982377433732114, "mask_rcnn/false_negative": 0.09730953441203, "mask_rcnn/false_positive": 0.11665999670068664, "roi_head/num_bg_samples": 459.25, "roi_head/num_fg_samples": 52.75, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5830014369930723, "total_loss": 1.2292904195783194} {"data_time": 0.0125301509979181, "eta_seconds": 89170.58621122377, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.32392672094744634, "fast_rcnn/fg_cls_accuracy": 0.6261160714285714, "iteration": 112319, "loss_box_reg": 0.2327593183144927, "loss_cls": 0.20826945081353188, "loss_mask": 0.2650920683518052, "loss_rpn_cls": 0.046520529547706246, "loss_rpn_loc": 0.06848951324354857, "loss_sem_seg": 0.35687155229970813, "lr": 0.02, "mask_rcnn/accuracy": 0.8850936478487499, "mask_rcnn/false_negative": 0.1146639484788154, "mask_rcnn/false_positive": 0.1283091129003495, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5709539160015993, "total_loss": 1.21395388552628} {"data_time": 0.013961616503365804, "eta_seconds": 89194.9616588268, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.3517952635599695, "fast_rcnn/fg_cls_accuracy": 0.6166235725059255, "iteration": 112339, "loss_box_reg": 0.23320210236124694, "loss_cls": 0.2051323689520359, "loss_mask": 0.25516302045434713, "loss_rpn_cls": 0.05010202596895397, "loss_rpn_loc": 0.0722371070733061, "loss_sem_seg": 0.30885994457639754, "lr": 0.02, "mask_rcnn/accuracy": 0.8866850311553193, "mask_rcnn/false_negative": 0.09393192109989407, "mask_rcnn/false_positive": 0.1309546773777824, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.573299980002048, "total_loss": 1.1064437932800502} {"data_time": 0.013905289997637738, "eta_seconds": 89183.6468807068, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.3407563025210084, "fast_rcnn/fg_cls_accuracy": 0.6397058823529411, "iteration": 112359, "loss_box_reg": 0.21756167244166136, "loss_cls": 0.20489921094849706, "loss_mask": 0.25307399686425924, "loss_rpn_cls": 0.044176423940371023, "loss_rpn_loc": 0.06293570256093517, "loss_sem_seg": 0.3225805242545903, "lr": 0.02, "mask_rcnn/accuracy": 0.8825861073596104, "mask_rcnn/false_negative": 0.10223835641732273, "mask_rcnn/false_positive": 0.10934843270288763, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.565966929505521, "total_loss": 1.0936740725010168} {"data_time": 0.012070109500200488, "eta_seconds": 89197.9658486956, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.38584558823529413, "fast_rcnn/fg_cls_accuracy": 0.614154411764706, "iteration": 112379, "loss_box_reg": 0.22842780454084277, "loss_cls": 0.1870301915332675, "loss_mask": 0.24624265264719725, "loss_rpn_cls": 0.04089310800191015, "loss_rpn_loc": 0.06986001125187613, "loss_sem_seg": 0.30681699980050325, "lr": 0.02, "mask_rcnn/accuracy": 0.8987116481500982, "mask_rcnn/false_negative": 0.08194640142810412, "mask_rcnn/false_positive": 0.1312770765614416, "roi_head/num_bg_samples": 459.25, "roi_head/num_fg_samples": 52.75, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5603160399987246, "total_loss": 1.0810755859711207} {"data_time": 0.01305417549883714, "eta_seconds": 89129.40626777822, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.3503787878787879, "fast_rcnn/fg_cls_accuracy": 0.631434830230011, "iteration": 112399, "loss_box_reg": 0.25410614302381873, "loss_cls": 0.2449418823234737, "loss_mask": 0.26337788812816143, "loss_rpn_cls": 0.0425454267533496, "loss_rpn_loc": 0.06178185122553259, "loss_sem_seg": 0.33473846362903714, "lr": 0.02, "mask_rcnn/accuracy": 0.885973053994325, "mask_rcnn/false_negative": 0.10400348210314972, "mask_rcnn/false_positive": 0.1360563524642, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5632179574968177, "total_loss": 1.2082349082047585} {"data_time": 0.012455000993213616, "eta_seconds": 89083.14064718754, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.3455478634518978, "fast_rcnn/fg_cls_accuracy": 0.6338718220338984, "iteration": 112419, "loss_box_reg": 0.23200111067853868, "loss_cls": 0.20674845366738737, "loss_mask": 0.25329616013914347, "loss_rpn_cls": 0.049243537592701614, "loss_rpn_loc": 0.07613979396410286, "loss_sem_seg": 0.31838687881827354, "lr": 0.02, "mask_rcnn/accuracy": 0.8895968444596148, "mask_rcnn/false_negative": 0.0930902206392972, "mask_rcnn/false_positive": 0.10463450719995893, "roi_head/num_bg_samples": 466.25, "roi_head/num_fg_samples": 45.75, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5594678489942453, "total_loss": 1.1974753578178934} {"data_time": 0.012641900502785575, "eta_seconds": 89071.83431702753, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.3397959775111575, "fast_rcnn/fg_cls_accuracy": 0.6303342442715998, "iteration": 112439, "loss_box_reg": 0.23935298481956124, "loss_cls": 0.2203922129701823, "loss_mask": 0.2483052695170045, "loss_rpn_cls": 0.042686166329076514, "loss_rpn_loc": 0.07463149787508883, "loss_sem_seg": 0.33288388326764107, "lr": 0.02, "mask_rcnn/accuracy": 0.9053452800873436, "mask_rcnn/false_negative": 0.09426913078713829, "mask_rcnn/false_positive": 0.10908449856645702, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.5621704425066127, "total_loss": 1.1775540877715684} {"data_time": 0.012582164999912493, "eta_seconds": 89046.93881557448, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.3709738537324744, "fast_rcnn/fg_cls_accuracy": 0.6290261462675255, "iteration": 112459, "loss_box_reg": 0.22250350983813405, "loss_cls": 0.2075372226536274, "loss_mask": 0.2575943674892187, "loss_rpn_cls": 0.04200104690971784, "loss_rpn_loc": 0.0629829473909922, "loss_sem_seg": 0.30437316827010363, "lr": 0.02, "mask_rcnn/accuracy": 0.8739950365335861, "mask_rcnn/false_negative": 0.0919614575701687, "mask_rcnn/false_positive": 0.12027430673892656, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.5582044339971617, "total_loss": 1.1246123671371606} {"data_time": 0.013337366493942682, "eta_seconds": 89006.74981964153, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.29505012531328323, "fast_rcnn/fg_cls_accuracy": 0.6830200501253132, "iteration": 112479, "loss_box_reg": 0.23631878197193146, "loss_cls": 0.21450570761226118, "loss_mask": 0.2556405598297715, "loss_rpn_cls": 0.040307613380718976, "loss_rpn_loc": 0.07821159990271553, "loss_sem_seg": 0.3041258498560637, "lr": 0.02, "mask_rcnn/accuracy": 0.8738870621859344, "mask_rcnn/false_negative": 0.11242875191176892, "mask_rcnn/false_positive": 0.10992363834882951, "roi_head/num_bg_samples": 456.25, "roi_head/num_fg_samples": 55.75, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.5622725725115743, "total_loss": 1.1235921049956232} {"data_time": 0.012782054502167739, "eta_seconds": 89013.22696682194, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.3332092638544252, "fast_rcnn/fg_cls_accuracy": 0.6108541163850898, "iteration": 112499, "loss_box_reg": 0.21825337246991694, "loss_cls": 0.23235842841677368, "loss_mask": 0.2581271594390273, "loss_rpn_cls": 0.047938089817762375, "loss_rpn_loc": 0.06741646584123373, "loss_sem_seg": 0.31932850927114487, "lr": 0.02, "mask_rcnn/accuracy": 0.8890303030303031, "mask_rcnn/false_negative": 0.09454818789012656, "mask_rcnn/false_positive": 0.1409097558672448, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5676564445020631, "total_loss": 1.1710283459688071} {"data_time": 0.011490550503367558, "eta_seconds": 88994.525628287, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.33653846153846156, "fast_rcnn/fg_cls_accuracy": 0.6405954974582425, "iteration": 112519, "loss_box_reg": 0.25171252619475126, "loss_cls": 0.21603534487076104, "loss_mask": 0.2490511890500784, "loss_rpn_cls": 0.04303053120383993, "loss_rpn_loc": 0.07989567893673666, "loss_sem_seg": 0.3149807173758745, "lr": 0.02, "mask_rcnn/accuracy": 0.8774499841145249, "mask_rcnn/false_negative": 0.08173992528047978, "mask_rcnn/false_positive": 0.13648348912075692, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5714329605034436, "total_loss": 1.1656458903453313} {"data_time": 0.013449787991703488, "eta_seconds": 88990.62057652173, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.3710508812770203, "fast_rcnn/fg_cls_accuracy": 0.54625, "iteration": 112539, "loss_box_reg": 0.22466351324692369, "loss_cls": 0.22420977288857102, "loss_mask": 0.24879985954612494, "loss_rpn_cls": 0.042195785441435874, "loss_rpn_loc": 0.07502746471436694, "loss_sem_seg": 0.34808746655471623, "lr": 0.02, "mask_rcnn/accuracy": 0.8899027649001208, "mask_rcnn/false_negative": 0.08849769144226238, "mask_rcnn/false_positive": 0.11756929694327775, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5700905000121566, "total_loss": 1.2116985623142682} {"data_time": 0.012229581996507477, "eta_seconds": 88979.31738137163, "fast_rcnn/cls_accuracy": 0.91015625, "fast_rcnn/false_negative": 0.424845829276209, "fast_rcnn/fg_cls_accuracy": 0.5407794554136018, "iteration": 112559, "loss_box_reg": 0.2355619529262185, "loss_cls": 0.21771829621866345, "loss_mask": 0.25610856572166085, "loss_rpn_cls": 0.04905801342101768, "loss_rpn_loc": 0.07563580060377717, "loss_sem_seg": 0.3484106878750026, "lr": 0.02, "mask_rcnn/accuracy": 0.8737011403680175, "mask_rcnn/false_negative": 0.09412898053504512, "mask_rcnn/false_positive": 0.12736656400181218, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.5605813049915014, "total_loss": 1.1987088778987527} {"data_time": 0.013073166999674868, "eta_seconds": 88960.61886151705, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.3285361842105263, "fast_rcnn/fg_cls_accuracy": 0.661595394736842, "iteration": 112579, "loss_box_reg": 0.23767594317905605, "loss_cls": 0.2198688481003046, "loss_mask": 0.2568390993401408, "loss_rpn_cls": 0.04406205177656375, "loss_rpn_loc": 0.07537695018982049, "loss_sem_seg": 0.3306605415418744, "lr": 0.02, "mask_rcnn/accuracy": 0.899982877677896, "mask_rcnn/false_negative": 0.0948598012177107, "mask_rcnn/false_positive": 0.11125138018536969, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5658049885023502, "total_loss": 1.1726109977753367} {"data_time": 0.011791327997343615, "eta_seconds": 88932.97712278395, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.33675909582645336, "fast_rcnn/fg_cls_accuracy": 0.6081211419753086, "iteration": 112599, "loss_box_reg": 0.23250279668718576, "loss_cls": 0.22441290295682847, "loss_mask": 0.2619887739419937, "loss_rpn_cls": 0.04540034895762801, "loss_rpn_loc": 0.08629774220753461, "loss_sem_seg": 0.31866072164848447, "lr": 0.02, "mask_rcnn/accuracy": 0.897859977324263, "mask_rcnn/false_negative": 0.09432520889825136, "mask_rcnn/false_positive": 0.10946377061378906, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5604818374995375, "total_loss": 1.1903959721093997} {"data_time": 0.012180088502645958, "eta_seconds": 88898.61834545755, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.36021776388748866, "fast_rcnn/fg_cls_accuracy": 0.5803220370717095, "iteration": 112619, "loss_box_reg": 0.22069695650134236, "loss_cls": 0.21690824069082737, "loss_mask": 0.2606160072609782, "loss_rpn_cls": 0.04890359012642875, "loss_rpn_loc": 0.07208369471482001, "loss_sem_seg": 0.3228127374313772, "lr": 0.02, "mask_rcnn/accuracy": 0.8913477134909384, "mask_rcnn/false_negative": 0.10702199594476647, "mask_rcnn/false_positive": 0.11983675105817562, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5595519080015947, "total_loss": 1.1672922036523232} {"data_time": 0.012957983504747972, "eta_seconds": 88887.32109631751, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3192982456140351, "fast_rcnn/fg_cls_accuracy": 0.636893467064245, "iteration": 112639, "loss_box_reg": 0.23294542776420712, "loss_cls": 0.20689188782125711, "loss_mask": 0.26126446202397346, "loss_rpn_cls": 0.04288309341063723, "loss_rpn_loc": 0.08448306669015437, "loss_sem_seg": 0.2904999265447259, "lr": 0.02, "mask_rcnn/accuracy": 0.8715051450267608, "mask_rcnn/false_negative": 0.11243259508563187, "mask_rcnn/false_positive": 0.1306193904151655, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5551208930046414, "total_loss": 1.1194953495287336} {"data_time": 0.012446878499758895, "eta_seconds": 88836.96960751325, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.3866633858267716, "fast_rcnn/fg_cls_accuracy": 0.5537337662337662, "iteration": 112659, "loss_box_reg": 0.2348320484161377, "loss_cls": 0.2320560608059168, "loss_mask": 0.25406749080866575, "loss_rpn_cls": 0.046035630628466606, "loss_rpn_loc": 0.0631353159842547, "loss_sem_seg": 0.33581270556896925, "lr": 0.02, "mask_rcnn/accuracy": 0.8738331159531482, "mask_rcnn/false_negative": 0.11994650313106262, "mask_rcnn/false_positive": 0.12755183943460224, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5562231285075541, "total_loss": 1.1611368418380152} {"data_time": 0.013328449000255205, "eta_seconds": 88763.63314619323, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.3280749815316425, "fast_rcnn/fg_cls_accuracy": 0.6313023876047752, "iteration": 112679, "loss_box_reg": 0.23808825656305999, "loss_cls": 0.2262308239005506, "loss_mask": 0.24331155745312572, "loss_rpn_cls": 0.052761343540623784, "loss_rpn_loc": 0.07329506383393891, "loss_sem_seg": 0.333683046977967, "lr": 0.02, "mask_rcnn/accuracy": 0.8998182247545246, "mask_rcnn/false_negative": 0.08569616567969462, "mask_rcnn/false_positive": 0.10629999921115435, "roi_head/num_bg_samples": 457.25, "roi_head/num_fg_samples": 54.75, "rpn/num_neg_anchors": 238.5, "rpn/num_pos_anchors": 17.5, "time": 0.5690112825031974, "total_loss": 1.200686049851356} {"data_time": 0.011702276991854887, "eta_seconds": 88783.51361622784, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.35714285714285715, "fast_rcnn/fg_cls_accuracy": 0.609353023909986, "iteration": 112699, "loss_box_reg": 0.22975140437483788, "loss_cls": 0.22818514937534928, "loss_mask": 0.25655348552390933, "loss_rpn_cls": 0.05254758507362567, "loss_rpn_loc": 0.08827747643226758, "loss_sem_seg": 0.3331615147180855, "lr": 0.02, "mask_rcnn/accuracy": 0.8819589776904551, "mask_rcnn/false_negative": 0.10607263507764889, "mask_rcnn/false_positive": 0.11745183719989478, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5738352609987487, "total_loss": 1.196326673933072} {"data_time": 0.012415727498591878, "eta_seconds": 88772.22525650778, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.3449725463280714, "fast_rcnn/fg_cls_accuracy": 0.6361601953034177, "iteration": 112719, "loss_box_reg": 0.2198989912867546, "loss_cls": 0.1897865516366437, "loss_mask": 0.2492271582596004, "loss_rpn_cls": 0.042573806655127555, "loss_rpn_loc": 0.07586638390785083, "loss_sem_seg": 0.3501819847151637, "lr": 0.02, "mask_rcnn/accuracy": 0.8959787977086386, "mask_rcnn/false_negative": 0.10535523035278083, "mask_rcnn/false_positive": 0.12612536192220145, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5660376640007598, "total_loss": 1.1438071128650336} {"data_time": 0.012119126004108693, "eta_seconds": 88796.32588918891, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3411027568922306, "fast_rcnn/fg_cls_accuracy": 0.651381251636554, "iteration": 112739, "loss_box_reg": 0.22406703745946288, "loss_cls": 0.21617919206619263, "loss_mask": 0.2525161961093545, "loss_rpn_cls": 0.04885872034355998, "loss_rpn_loc": 0.06591311865486205, "loss_sem_seg": 0.30242202687077224, "lr": 0.02, "mask_rcnn/accuracy": 0.8812501057636986, "mask_rcnn/false_negative": 0.09446183516156419, "mask_rcnn/false_positive": 0.12664741414133346, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5712236195031437, "total_loss": 1.1403921532109962} {"data_time": 0.012019952991977334, "eta_seconds": 88719.56495278493, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.32164343360234776, "fast_rcnn/fg_cls_accuracy": 0.6504768892149669, "iteration": 112759, "loss_box_reg": 0.22591201134491712, "loss_cls": 0.20992340194061399, "loss_mask": 0.25127339316532016, "loss_rpn_cls": 0.043668000667821616, "loss_rpn_loc": 0.08162440988235176, "loss_sem_seg": 0.35055106272920966, "lr": 0.02, "mask_rcnn/accuracy": 0.9009138555310889, "mask_rcnn/false_negative": 0.08557034657902746, "mask_rcnn/false_positive": 0.09751044033254179, "roi_head/num_bg_samples": 465.0, "roi_head/num_fg_samples": 47.0, "rpn/num_neg_anchors": 237.5, "rpn/num_pos_anchors": 18.5, "time": 0.5775788749961066, "total_loss": 1.1947946468135342} {"data_time": 0.011522313492605463, "eta_seconds": 88738.36017734761, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.4057291666666667, "fast_rcnn/fg_cls_accuracy": 0.5833333333333333, "iteration": 112779, "loss_box_reg": 0.2504781666211784, "loss_cls": 0.23146250122226775, "loss_mask": 0.24686890374869108, "loss_rpn_cls": 0.038723704317817464, "loss_rpn_loc": 0.07235467608552426, "loss_sem_seg": 0.32892861077561975, "lr": 0.02, "mask_rcnn/accuracy": 0.8797074609064406, "mask_rcnn/false_negative": 0.10985673366339044, "mask_rcnn/false_positive": 0.12675324406222666, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5795927294966532, "total_loss": 1.1595479193310894} {"data_time": 0.012718702499114443, "eta_seconds": 88749.33281424339, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.3857620320855615, "fast_rcnn/fg_cls_accuracy": 0.592948717948718, "iteration": 112799, "loss_box_reg": 0.23820309666916728, "loss_cls": 0.20805608993396163, "loss_mask": 0.2590713845565915, "loss_rpn_cls": 0.05041705834446475, "loss_rpn_loc": 0.08217392832739279, "loss_sem_seg": 0.3329132446087897, "lr": 0.02, "mask_rcnn/accuracy": 0.8733375157524417, "mask_rcnn/false_negative": 0.10772535234308753, "mask_rcnn/false_positive": 0.11656406086901086, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5742587350032409, "total_loss": 1.175389799347613} {"data_time": 0.01295002499682596, "eta_seconds": 88712.78114299782, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.32076520601700453, "fast_rcnn/fg_cls_accuracy": 0.6145789250952179, "iteration": 112819, "loss_box_reg": 0.22318758349865675, "loss_cls": 0.20544222462922335, "loss_mask": 0.26455387892201543, "loss_rpn_cls": 0.04751818749355152, "loss_rpn_loc": 0.08063405961729586, "loss_sem_seg": 0.30338696809485555, "lr": 0.02, "mask_rcnn/accuracy": 0.876619844366318, "mask_rcnn/false_negative": 0.10785775813489187, "mask_rcnn/false_positive": 0.13611931849384595, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5575653539926861, "total_loss": 1.1309968516870867} {"data_time": 0.01185849749163026, "eta_seconds": 88674.42681962486, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.3541033434650456, "fast_rcnn/fg_cls_accuracy": 0.6069613030397344, "iteration": 112839, "loss_box_reg": 0.2304433307144791, "loss_cls": 0.20323666208423674, "loss_mask": 0.2527144029736519, "loss_rpn_cls": 0.04628628247883171, "loss_rpn_loc": 0.08428331179311499, "loss_sem_seg": 0.3132004146464169, "lr": 0.02, "mask_rcnn/accuracy": 0.8779401346857783, "mask_rcnn/false_negative": 0.09875280512619107, "mask_rcnn/false_positive": 0.13949794390422848, "roi_head/num_bg_samples": 460.0, "roi_head/num_fg_samples": 52.0, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.5621796414998244, "total_loss": 1.1319682376051787} {"data_time": 0.012684310000622645, "eta_seconds": 88715.45923857368, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.29983354140657514, "fast_rcnn/fg_cls_accuracy": 0.6253170979198377, "iteration": 112859, "loss_box_reg": 0.21957258868496865, "loss_cls": 0.22944185859523714, "loss_mask": 0.24868122953921556, "loss_rpn_cls": 0.05117688283644384, "loss_rpn_loc": 0.07911333115771413, "loss_sem_seg": 0.3248580857180059, "lr": 0.02, "mask_rcnn/accuracy": 0.8884255251702686, "mask_rcnn/false_negative": 0.09718158190164411, "mask_rcnn/false_positive": 0.109610963788034, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.570120925498486, "total_loss": 1.1437599480850622} {"data_time": 0.01250161350617418, "eta_seconds": 88771.28306838725, "fast_rcnn/cls_accuracy": 0.91162109375, "fast_rcnn/false_negative": 0.397658489964957, "fast_rcnn/fg_cls_accuracy": 0.5712836123795029, "iteration": 112879, "loss_box_reg": 0.2566286129876971, "loss_cls": 0.22893987351562828, "loss_mask": 0.25362992752343416, "loss_rpn_cls": 0.04588513802445959, "loss_rpn_loc": 0.07375914487056434, "loss_sem_seg": 0.3360379096120596, "lr": 0.02, "mask_rcnn/accuracy": 0.8817737560038079, "mask_rcnn/false_negative": 0.11476650210286528, "mask_rcnn/false_positive": 0.11895251526814926, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.569219516000885, "total_loss": 1.192453873140039} {"data_time": 0.01187875350296963, "eta_seconds": 88868.47492784404, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.33602150537634407, "fast_rcnn/fg_cls_accuracy": 0.6497705465164789, "iteration": 112899, "loss_box_reg": 0.23373676324263215, "loss_cls": 0.22456905152648687, "loss_mask": 0.2550314711406827, "loss_rpn_cls": 0.03729190556623507, "loss_rpn_loc": 0.07029345058253966, "loss_sem_seg": 0.3366783722303808, "lr": 0.02, "mask_rcnn/accuracy": 0.8952649852707457, "mask_rcnn/false_negative": 0.07442707640699323, "mask_rcnn/false_positive": 0.12604282811423764, "roi_head/num_bg_samples": 459.5, "roi_head/num_fg_samples": 52.5, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5719483534994652, "total_loss": 1.1670141916401917} {"data_time": 0.011212764497031458, "eta_seconds": 88708.57665526483, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.40616605616605617, "fast_rcnn/fg_cls_accuracy": 0.5684587813620071, "iteration": 112919, "loss_box_reg": 0.2455021869391203, "loss_cls": 0.23615405149757862, "loss_mask": 0.26176879135891795, "loss_rpn_cls": 0.05091496551176533, "loss_rpn_loc": 0.08128654852043837, "loss_sem_seg": 0.352869579102844, "lr": 0.02, "mask_rcnn/accuracy": 0.8909864821014198, "mask_rcnn/false_negative": 0.09895066550182435, "mask_rcnn/false_positive": 0.12661292371779292, "roi_head/num_bg_samples": 458.5, "roi_head/num_fg_samples": 53.5, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.5549993535096291, "total_loss": 1.2434843539085705} {"data_time": 0.012179663499409799, "eta_seconds": 88713.55692376819, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.32130463430705025, "fast_rcnn/fg_cls_accuracy": 0.6352549889135255, "iteration": 112939, "loss_box_reg": 0.22989336820319295, "loss_cls": 0.20035731699317694, "loss_mask": 0.25163300475105643, "loss_rpn_cls": 0.043602803198155016, "loss_rpn_loc": 0.07833939621923491, "loss_sem_seg": 0.3485591812059283, "lr": 0.02, "mask_rcnn/accuracy": 0.9059375996492347, "mask_rcnn/false_negative": 0.08613111192153794, "mask_rcnn/false_positive": 0.1034492721551486, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.5622334984946065, "total_loss": 1.163508246492711} {"data_time": 0.012279156493605115, "eta_seconds": 88672.10442489947, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.2969924812030075, "fast_rcnn/fg_cls_accuracy": 0.6706224809673085, "iteration": 112959, "loss_box_reg": 0.23239600658416748, "loss_cls": 0.21899627527454868, "loss_mask": 0.2572551155462861, "loss_rpn_cls": 0.04940960733802058, "loss_rpn_loc": 0.08111335773719475, "loss_sem_seg": 0.31328529957681894, "lr": 0.02, "mask_rcnn/accuracy": 0.8925510597757622, "mask_rcnn/false_negative": 0.0925546236401109, "mask_rcnn/false_positive": 0.13950970349505853, "roi_head/num_bg_samples": 431.25, "roi_head/num_fg_samples": 80.75, "rpn/num_neg_anchors": 202.75, "rpn/num_pos_anchors": 53.25, "time": 0.5601373435056303, "total_loss": 1.126975617800781} {"data_time": 0.012140589999035, "eta_seconds": 88660.81156450952, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3561643835616438, "fast_rcnn/fg_cls_accuracy": 0.5937738731856379, "iteration": 112979, "loss_box_reg": 0.23358876211568713, "loss_cls": 0.22866649739444256, "loss_mask": 0.2654667370952666, "loss_rpn_cls": 0.04475004080450162, "loss_rpn_loc": 0.07787856523646042, "loss_sem_seg": 0.3632376603782177, "lr": 0.02, "mask_rcnn/accuracy": 0.871165734262805, "mask_rcnn/false_negative": 0.0938039007172645, "mask_rcnn/false_positive": 0.14330946049545606, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.567774830997223, "total_loss": 1.2181507588829845} {"data_time": 0.012748683999234345, "eta_seconds": 88674.36725334227, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.3739164696611505, "fast_rcnn/fg_cls_accuracy": 0.5908469945355191, "iteration": 112999, "loss_box_reg": 0.25085962284356356, "loss_cls": 0.22048929799348116, "loss_mask": 0.2564076241105795, "loss_rpn_cls": 0.0461147179157706, "loss_rpn_loc": 0.075399991706945, "loss_sem_seg": 0.32679639058187604, "lr": 0.02, "mask_rcnn/accuracy": 0.901371651826253, "mask_rcnn/false_negative": 0.08369971870800105, "mask_rcnn/false_positive": 0.11733594639249356, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5858355180025683, "total_loss": 1.183214120566845} {"data_time": 0.0136872444927576, "eta_seconds": 88663.0712275522, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.3308300395256917, "fast_rcnn/fg_cls_accuracy": 0.6055585518775704, "iteration": 113019, "loss_box_reg": 0.23256696527823806, "loss_cls": 0.2096839020960033, "loss_mask": 0.2595686065033078, "loss_rpn_cls": 0.04677888327569235, "loss_rpn_loc": 0.08153547570691444, "loss_sem_seg": 0.35620719008147717, "lr": 0.02, "mask_rcnn/accuracy": 0.8852336900124825, "mask_rcnn/false_negative": 0.08072579395326271, "mask_rcnn/false_positive": 0.15042797082546677, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.5672327944994322, "total_loss": 1.19249952393875} {"data_time": 0.01232647500000894, "eta_seconds": 88680.88518846704, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.42131724484665656, "fast_rcnn/fg_cls_accuracy": 0.5359802210587551, "iteration": 113039, "loss_box_reg": 0.2214523097500205, "loss_cls": 0.21517954068258405, "loss_mask": 0.2515573091804981, "loss_rpn_cls": 0.04653103297459893, "loss_rpn_loc": 0.06490727898199111, "loss_sem_seg": 0.3157364984508604, "lr": 0.02, "mask_rcnn/accuracy": 0.8755551492012761, "mask_rcnn/false_negative": 0.09722334204710878, "mask_rcnn/false_positive": 0.1325880244725654, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5746835879981518, "total_loss": 1.1453214540379122} {"data_time": 0.01222130899259355, "eta_seconds": 88640.47917597205, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.3853401469179176, "fast_rcnn/fg_cls_accuracy": 0.5381145170618855, "iteration": 113059, "loss_box_reg": 0.2332454533316195, "loss_cls": 0.21265628701075912, "loss_mask": 0.2737496281042695, "loss_rpn_cls": 0.046457142976578325, "loss_rpn_loc": 0.06925982929533347, "loss_sem_seg": 0.3411868968978524, "lr": 0.02, "mask_rcnn/accuracy": 0.8856370535411889, "mask_rcnn/false_negative": 0.10964307877042223, "mask_rcnn/false_positive": 0.1082226282071129, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5627484584983904, "total_loss": 1.1670124543597922} {"data_time": 0.012799614494724665, "eta_seconds": 88729.27952531, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.261703821656051, "fast_rcnn/fg_cls_accuracy": 0.7317660550458716, "iteration": 113079, "loss_box_reg": 0.22272741701453924, "loss_cls": 0.1938238707371056, "loss_mask": 0.25816719606518745, "loss_rpn_cls": 0.04379922299995087, "loss_rpn_loc": 0.07762907689902931, "loss_sem_seg": 0.32416793052107096, "lr": 0.02, "mask_rcnn/accuracy": 0.9014081226449887, "mask_rcnn/false_negative": 0.07937029111417229, "mask_rcnn/false_positive": 0.10249622395203488, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5669028525007889, "total_loss": 1.1322653383249417} {"data_time": 0.013085040503938217, "eta_seconds": 88821.60047815005, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.3307317073170732, "fast_rcnn/fg_cls_accuracy": 0.6554878048780488, "iteration": 113099, "loss_box_reg": 0.24919809959828854, "loss_cls": 0.2348723493050784, "loss_mask": 0.2676261020824313, "loss_rpn_cls": 0.04202705415082164, "loss_rpn_loc": 0.07109307829523459, "loss_sem_seg": 0.34221664955839515, "lr": 0.02, "mask_rcnn/accuracy": 0.8811763708666008, "mask_rcnn/false_negative": 0.10708124050374204, "mask_rcnn/false_positive": 0.1280667136223806, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5801726840072661, "total_loss": 1.2030331173955346} {"data_time": 0.012008488003630191, "eta_seconds": 88866.50400906517, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.25845573372860803, "fast_rcnn/fg_cls_accuracy": 0.7230036752422319, "iteration": 113119, "loss_box_reg": 0.23877224046736956, "loss_cls": 0.21185089612845331, "loss_mask": 0.23376215435564518, "loss_rpn_cls": 0.04217210644856095, "loss_rpn_loc": 0.06943043586215936, "loss_sem_seg": 0.31790987215936184, "lr": 0.02, "mask_rcnn/accuracy": 0.9122530185829384, "mask_rcnn/false_negative": 0.07086879998688103, "mask_rcnn/false_positive": 0.089998922053411, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5678404389982461, "total_loss": 1.141130537740537} {"data_time": 0.012075036502210423, "eta_seconds": 88913.1702037681, "fast_rcnn/cls_accuracy": 0.9111328125, "fast_rcnn/false_negative": 0.3408602150537634, "fast_rcnn/fg_cls_accuracy": 0.6016457461645746, "iteration": 113139, "loss_box_reg": 0.22225437266752124, "loss_cls": 0.20264618890359998, "loss_mask": 0.25712861120700836, "loss_rpn_cls": 0.03693532284523826, "loss_rpn_loc": 0.0717163181034266, "loss_sem_seg": 0.3105798796750605, "lr": 0.02, "mask_rcnn/accuracy": 0.8930448146534392, "mask_rcnn/false_negative": 0.09727909072214964, "mask_rcnn/false_positive": 0.12430792990127182, "roi_head/num_bg_samples": 428.0, "roi_head/num_fg_samples": 84.0, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.5669950234951102, "total_loss": 1.1239909618307138} {"data_time": 0.012841459996707272, "eta_seconds": 88917.3375358684, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.35593464127495544, "fast_rcnn/fg_cls_accuracy": 0.6174942735602094, "iteration": 113159, "loss_box_reg": 0.25379641028121114, "loss_cls": 0.2333724335185252, "loss_mask": 0.26299296226352453, "loss_rpn_cls": 0.04729747859528288, "loss_rpn_loc": 0.08138187893200666, "loss_sem_seg": 0.3049901872873306, "lr": 0.02, "mask_rcnn/accuracy": 0.9031425029900493, "mask_rcnn/false_negative": 0.08697564581274327, "mask_rcnn/false_positive": 0.10814866145971229, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.565767013002187, "total_loss": 1.1948410759214312} {"data_time": 0.012968234499567188, "eta_seconds": 88938.53089367357, "fast_rcnn/cls_accuracy": 0.9033203125, "fast_rcnn/false_negative": 0.3987704918032787, "fast_rcnn/fg_cls_accuracy": 0.5566110397946085, "iteration": 113179, "loss_box_reg": 0.2546954033896327, "loss_cls": 0.227068901527673, "loss_mask": 0.2604082175530493, "loss_rpn_cls": 0.04414619039744139, "loss_rpn_loc": 0.0953652614261955, "loss_sem_seg": 0.34233070351183414, "lr": 0.02, "mask_rcnn/accuracy": 0.8763898009698929, "mask_rcnn/false_negative": 0.11769115276276862, "mask_rcnn/false_positive": 0.14033184085023123, "roi_head/num_bg_samples": 422.5, "roi_head/num_fg_samples": 89.5, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.5767582609987585, "total_loss": 1.2699405266612303} {"data_time": 0.012854577507823706, "eta_seconds": 88932.14594662453, "fast_rcnn/cls_accuracy": 0.90185546875, "fast_rcnn/false_negative": 0.3979166666666667, "fast_rcnn/fg_cls_accuracy": 0.571875, "iteration": 113199, "loss_box_reg": 0.2336936527863145, "loss_cls": 0.21552488254383206, "loss_mask": 0.25669258553534746, "loss_rpn_cls": 0.05029230998479761, "loss_rpn_loc": 0.0722516814712435, "loss_sem_seg": 0.31619393662549555, "lr": 0.02, "mask_rcnn/accuracy": 0.8627445494423731, "mask_rcnn/false_negative": 0.10633232861385078, "mask_rcnn/false_positive": 0.15702261176237237, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.5670873884955654, "total_loss": 1.1591252142679878} {"data_time": 0.01250565999362152, "eta_seconds": 88921.80195522464, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.33066666666666666, "fast_rcnn/fg_cls_accuracy": 0.5554117647058824, "iteration": 113219, "loss_box_reg": 0.23220010823570192, "loss_cls": 0.2147875934606418, "loss_mask": 0.25014625722542405, "loss_rpn_cls": 0.04492235956422519, "loss_rpn_loc": 0.0753194814606104, "loss_sem_seg": 0.36395142995752394, "lr": 0.02, "mask_rcnn/accuracy": 0.8955951358778644, "mask_rcnn/false_negative": 0.08938374759894356, "mask_rcnn/false_positive": 0.14494628716318464, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5646428589971038, "total_loss": 1.2251170579402242} {"data_time": 0.012142014493292663, "eta_seconds": 88956.26188360312, "fast_rcnn/cls_accuracy": 0.90966796875, "fast_rcnn/false_negative": 0.38117637434554974, "fast_rcnn/fg_cls_accuracy": 0.5676173786935766, "iteration": 113239, "loss_box_reg": 0.2611704613082111, "loss_cls": 0.25314054917544127, "loss_mask": 0.26756746834143996, "loss_rpn_cls": 0.049669206084217876, "loss_rpn_loc": 0.08961507078493014, "loss_sem_seg": 0.3340048366226256, "lr": 0.02, "mask_rcnn/accuracy": 0.8941205731672321, "mask_rcnn/false_negative": 0.10013985721127247, "mask_rcnn/false_positive": 0.11791887974432627, "roi_head/num_bg_samples": 432.75, "roi_head/num_fg_samples": 79.25, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.582767927502573, "total_loss": 1.2799610394285992} {"data_time": 0.012794078495062422, "eta_seconds": 88919.76969802349, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.28324485733244853, "fast_rcnn/fg_cls_accuracy": 0.6687891494538489, "iteration": 113259, "loss_box_reg": 0.24237784650176764, "loss_cls": 0.22303502587601542, "loss_mask": 0.26652303524315357, "loss_rpn_cls": 0.051630293601192534, "loss_rpn_loc": 0.08575838070828468, "loss_sem_seg": 0.3572782753035426, "lr": 0.02, "mask_rcnn/accuracy": 0.8864112206553709, "mask_rcnn/false_negative": 0.09390942309143463, "mask_rcnn/false_positive": 0.11644679799457597, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.564949052502925, "total_loss": 1.2473582143720705} {"data_time": 0.013350495501072146, "eta_seconds": 88894.58829017919, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.2826380147455494, "fast_rcnn/fg_cls_accuracy": 0.6678099276627588, "iteration": 113279, "loss_box_reg": 0.230223004007712, "loss_cls": 0.20613682945258915, "loss_mask": 0.26051510823890567, "loss_rpn_cls": 0.03862815830507316, "loss_rpn_loc": 0.0749922813847661, "loss_sem_seg": 0.3114257799461484, "lr": 0.02, "mask_rcnn/accuracy": 0.8954347155201436, "mask_rcnn/false_negative": 0.08677103967921593, "mask_rcnn/false_positive": 0.10583258961544521, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5633597545020166, "total_loss": 1.0915486963349395} {"data_time": 0.012197791496873833, "eta_seconds": 88858.2493078057, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.40234375, "fast_rcnn/fg_cls_accuracy": 0.5729166666666667, "iteration": 113299, "loss_box_reg": 0.2526704524643719, "loss_cls": 0.2412705346941948, "loss_mask": 0.25905002234503627, "loss_rpn_cls": 0.04767671719309874, "loss_rpn_loc": 0.09051217552041635, "loss_sem_seg": 0.3652762919664383, "lr": 0.02, "mask_rcnn/accuracy": 0.8950332341269841, "mask_rcnn/false_negative": 0.08491069618452027, "mask_rcnn/false_positive": 0.12926254423105993, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5646339939921745, "total_loss": 1.3009887548032566} {"data_time": 0.014108555500570219, "eta_seconds": 88865.08474972447, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.3790422885572139, "fast_rcnn/fg_cls_accuracy": 0.5834577114427861, "iteration": 113319, "loss_box_reg": 0.23086729808710515, "loss_cls": 0.20464301062747836, "loss_mask": 0.24633735232055187, "loss_rpn_cls": 0.04578206824953668, "loss_rpn_loc": 0.07874462849576958, "loss_sem_seg": 0.3009379920549691, "lr": 0.02, "mask_rcnn/accuracy": 0.897415430877001, "mask_rcnn/false_negative": 0.10341113284937228, "mask_rcnn/false_positive": 0.11104496973881811, "roi_head/num_bg_samples": 457.5, "roi_head/num_fg_samples": 54.5, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5710223595087882, "total_loss": 1.1016966655151919} {"data_time": 0.011573510499147233, "eta_seconds": 88848.24454361643, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.30908802369868815, "fast_rcnn/fg_cls_accuracy": 0.6734610917537747, "iteration": 113339, "loss_box_reg": 0.22887835651636124, "loss_cls": 0.2056820229627192, "loss_mask": 0.24358985293656588, "loss_rpn_cls": 0.04656284501834307, "loss_rpn_loc": 0.0741792929766234, "loss_sem_seg": 0.314078516792506, "lr": 0.02, "mask_rcnn/accuracy": 0.8851863362147507, "mask_rcnn/false_negative": 0.10107151398655004, "mask_rcnn/false_positive": 0.1351932295043779, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 200.25, "rpn/num_pos_anchors": 55.75, "time": 0.5712847385002533, "total_loss": 1.122125241003232} {"data_time": 0.013605481493868865, "eta_seconds": 88792.57365475025, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.3659147869674185, "fast_rcnn/fg_cls_accuracy": 0.6092436974789917, "iteration": 113359, "loss_box_reg": 0.22335982928052545, "loss_cls": 0.20177870918996632, "loss_mask": 0.24213316477835178, "loss_rpn_cls": 0.04865231504663825, "loss_rpn_loc": 0.0867789737530984, "loss_sem_seg": 0.3472367483191192, "lr": 0.02, "mask_rcnn/accuracy": 0.901961261772096, "mask_rcnn/false_negative": 0.07794249607009278, "mask_rcnn/false_positive": 0.10980963574171851, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5458318705059355, "total_loss": 1.1711122209235327} {"data_time": 0.012709151000308339, "eta_seconds": 88759.63039447913, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.35435729847494557, "fast_rcnn/fg_cls_accuracy": 0.62630887406509, "iteration": 113379, "loss_box_reg": 0.2430033292621374, "loss_cls": 0.21638957783579826, "loss_mask": 0.24817219842225313, "loss_rpn_cls": 0.046580934431403875, "loss_rpn_loc": 0.07831123672076501, "loss_sem_seg": 0.33983366284519434, "lr": 0.02, "mask_rcnn/accuracy": 0.8884475149252185, "mask_rcnn/false_negative": 0.08756410857471947, "mask_rcnn/false_positive": 0.12656546892931703, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.5571625339944148, "total_loss": 1.1847931348893326} {"data_time": 0.012757406999298837, "eta_seconds": 88781.27514778997, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.33462766210872363, "fast_rcnn/fg_cls_accuracy": 0.6455744219653179, "iteration": 113399, "loss_box_reg": 0.2290795650333166, "loss_cls": 0.20107896759873256, "loss_mask": 0.25506477570161223, "loss_rpn_cls": 0.043160774366697297, "loss_rpn_loc": 0.06862034439109266, "loss_sem_seg": 0.3188813733868301, "lr": 0.02, "mask_rcnn/accuracy": 0.8791830740290303, "mask_rcnn/false_negative": 0.0962996431475451, "mask_rcnn/false_positive": 0.1479149434372069, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5755569775064941, "total_loss": 1.1288322957989294} {"data_time": 0.012711242503428366, "eta_seconds": 88811.12337030153, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.40045882637044194, "fast_rcnn/fg_cls_accuracy": 0.5418555201163897, "iteration": 113419, "loss_box_reg": 0.24109447933733463, "loss_cls": 0.22093274723738432, "loss_mask": 0.26073914021253586, "loss_rpn_cls": 0.04132132888480555, "loss_rpn_loc": 0.07324757339665666, "loss_sem_seg": 0.3143027233891189, "lr": 0.02, "mask_rcnn/accuracy": 0.8873760614701391, "mask_rcnn/false_negative": 0.09304764477269492, "mask_rcnn/false_positive": 0.13261796085584382, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5715182149942848, "total_loss": 1.1310190609074198} {"data_time": 0.011944394500460476, "eta_seconds": 88778.86146150547, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.39972976370035196, "fast_rcnn/fg_cls_accuracy": 0.5654473942969518, "iteration": 113439, "loss_box_reg": 0.24952229263726622, "loss_cls": 0.21405229484662414, "loss_mask": 0.25864086113870144, "loss_rpn_cls": 0.04960663104429841, "loss_rpn_loc": 0.08173130871728063, "loss_sem_seg": 0.37970252335071564, "lr": 0.02, "mask_rcnn/accuracy": 0.8937338669449745, "mask_rcnn/false_negative": 0.08378129192587111, "mask_rcnn/false_positive": 0.12864446135275565, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 238.25, "rpn/num_pos_anchors": 17.75, "time": 0.5529326280011446, "total_loss": 1.2650985131622292} {"data_time": 0.013289902497490402, "eta_seconds": 88795.18888373562, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.31448694753166195, "fast_rcnn/fg_cls_accuracy": 0.6399291497975709, "iteration": 113459, "loss_box_reg": 0.2562639834359288, "loss_cls": 0.23203428369015455, "loss_mask": 0.2630546633154154, "loss_rpn_cls": 0.04601670854026452, "loss_rpn_loc": 0.08873018965823576, "loss_sem_seg": 0.3469833740964532, "lr": 0.02, "mask_rcnn/accuracy": 0.8995667848011308, "mask_rcnn/false_negative": 0.0892714337434892, "mask_rcnn/false_positive": 0.1269344092828223, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.5756690005000564, "total_loss": 1.1970546678712708} {"data_time": 0.013298573001520708, "eta_seconds": 88826.89634798393, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.3495379409084993, "fast_rcnn/fg_cls_accuracy": 0.6325654041390082, "iteration": 113479, "loss_box_reg": 0.24693928146734834, "loss_cls": 0.21776406117714942, "loss_mask": 0.2643169346265495, "loss_rpn_cls": 0.046971946430858225, "loss_rpn_loc": 0.07165514785447158, "loss_sem_seg": 0.31444100104272366, "lr": 0.02, "mask_rcnn/accuracy": 0.8808659274916526, "mask_rcnn/false_negative": 0.08595786531195329, "mask_rcnn/false_positive": 0.140490182549369, "roi_head/num_bg_samples": 427.5, "roi_head/num_fg_samples": 84.5, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.5790311844975804, "total_loss": 1.1693070608889684} {"data_time": 0.01215809249697486, "eta_seconds": 88850.30177614634, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.3511006289308176, "fast_rcnn/fg_cls_accuracy": 0.6432655394919546, "iteration": 113499, "loss_box_reg": 0.2477213111706078, "loss_cls": 0.23312594601884484, "loss_mask": 0.2585646007210016, "loss_rpn_cls": 0.04056737437349511, "loss_rpn_loc": 0.07631451665656641, "loss_sem_seg": 0.3399122557602823, "lr": 0.02, "mask_rcnn/accuracy": 0.8907629655397512, "mask_rcnn/false_negative": 0.0841899427975353, "mask_rcnn/false_positive": 0.1230523815815523, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5724683359949267, "total_loss": 1.174067520070821} {"data_time": 0.012936463994265068, "eta_seconds": 88761.15491606566, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.3829268292682927, "fast_rcnn/fg_cls_accuracy": 0.565703125, "iteration": 113519, "loss_box_reg": 0.21355195180512965, "loss_cls": 0.21099207643419504, "loss_mask": 0.24945077951997519, "loss_rpn_cls": 0.036302511172834784, "loss_rpn_loc": 0.06883043913694564, "loss_sem_seg": 0.335424748249352, "lr": 0.02, "mask_rcnn/accuracy": 0.89512768109689, "mask_rcnn/false_negative": 0.07794893304335734, "mask_rcnn/false_positive": 0.13277438717669593, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 0.5571277995040873, "total_loss": 1.177133617195068} {"data_time": 0.01208839599712519, "eta_seconds": 88734.81715001672, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.2739595265368461, "fast_rcnn/fg_cls_accuracy": 0.6868242393764143, "iteration": 113539, "loss_box_reg": 0.2278780690394342, "loss_cls": 0.22604836849495769, "loss_mask": 0.25497184973210096, "loss_rpn_cls": 0.04720520114642568, "loss_rpn_loc": 0.08196003129705787, "loss_sem_seg": 0.3777943290770054, "lr": 0.02, "mask_rcnn/accuracy": 0.896329970887022, "mask_rcnn/false_negative": 0.09786852502504653, "mask_rcnn/false_positive": 0.12164837075121943, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.5601152410017676, "total_loss": 1.2510317832347937} {"data_time": 0.013151344493962824, "eta_seconds": 88749.86499037925, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.3852150537634409, "fast_rcnn/fg_cls_accuracy": 0.5803342401865527, "iteration": 113559, "loss_box_reg": 0.22352855745702982, "loss_cls": 0.2248285966925323, "loss_mask": 0.2694523222744465, "loss_rpn_cls": 0.04403621843084693, "loss_rpn_loc": 0.08465543910278939, "loss_sem_seg": 0.3419925111811608, "lr": 0.02, "mask_rcnn/accuracy": 0.8821768402701582, "mask_rcnn/false_negative": 0.10121104897878058, "mask_rcnn/false_positive": 0.14997649024172854, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5713299739945796, "total_loss": 1.2304676699568518} {"data_time": 0.012785879502189346, "eta_seconds": 88773.77280843662, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.3419657620854003, "fast_rcnn/fg_cls_accuracy": 0.647025171624714, "iteration": 113579, "loss_box_reg": 0.2379196686670184, "loss_cls": 0.22951963008381426, "loss_mask": 0.25617191661149263, "loss_rpn_cls": 0.04456634688540362, "loss_rpn_loc": 0.0718651233764831, "loss_sem_seg": 0.3180053955875337, "lr": 0.02, "mask_rcnn/accuracy": 0.889449840734842, "mask_rcnn/false_negative": 0.08280341532355247, "mask_rcnn/false_positive": 0.1357095797240506, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5717929659949732, "total_loss": 1.1725755463266978} {"data_time": 0.013035742500505876, "eta_seconds": 88805.32407559417, "fast_rcnn/cls_accuracy": 0.91015625, "fast_rcnn/false_negative": 0.38801959854591433, "fast_rcnn/fg_cls_accuracy": 0.6010204081632653, "iteration": 113599, "loss_box_reg": 0.2541558106895536, "loss_cls": 0.23146653780713677, "loss_mask": 0.2662888541817665, "loss_rpn_cls": 0.04286141402553767, "loss_rpn_loc": 0.08770067780278623, "loss_sem_seg": 0.3195435511879623, "lr": 0.02, "mask_rcnn/accuracy": 0.8707821147376449, "mask_rcnn/false_negative": 0.1261713002129483, "mask_rcnn/false_positive": 0.14432478409735935, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.5835669434964075, "total_loss": 1.2141623889910989} {"data_time": 0.012727657005598303, "eta_seconds": 88809.08367846633, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.35964430615295445, "fast_rcnn/fg_cls_accuracy": 0.5747657553587473, "iteration": 113619, "loss_box_reg": 0.2404848411679268, "loss_cls": 0.20883500506170094, "loss_mask": 0.25654589105397463, "loss_rpn_cls": 0.043811815849039704, "loss_rpn_loc": 0.08297353678790387, "loss_sem_seg": 0.30911040725186467, "lr": 0.02, "mask_rcnn/accuracy": 0.8868858671781252, "mask_rcnn/false_negative": 0.10823830451790391, "mask_rcnn/false_positive": 0.11380582809599316, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5657679299984011, "total_loss": 1.1819172926916508} {"data_time": 0.012685150002653245, "eta_seconds": 88883.47283769675, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.32134583563154995, "fast_rcnn/fg_cls_accuracy": 0.6390570021111892, "iteration": 113639, "loss_box_reg": 0.24123438075184822, "loss_cls": 0.22005670797079802, "loss_mask": 0.27268922235816717, "loss_rpn_cls": 0.0441379698459059, "loss_rpn_loc": 0.0796751037996728, "loss_sem_seg": 0.3339585801586509, "lr": 0.02, "mask_rcnn/accuracy": 0.896652436484798, "mask_rcnn/false_negative": 0.08629849644813227, "mask_rcnn/false_positive": 0.13546157710599993, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5787555715069175, "total_loss": 1.2274721371359192} {"data_time": 0.012997928497497924, "eta_seconds": 88878.09137842673, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.3539118705035971, "fast_rcnn/fg_cls_accuracy": 0.5703804347826087, "iteration": 113659, "loss_box_reg": 0.22225403878837824, "loss_cls": 0.22789873299188912, "loss_mask": 0.2586913025006652, "loss_rpn_cls": 0.04270931810606271, "loss_rpn_loc": 0.08331758342683315, "loss_sem_seg": 0.31680486910045147, "lr": 0.02, "mask_rcnn/accuracy": 0.8859148089876069, "mask_rcnn/false_negative": 0.11053753174285282, "mask_rcnn/false_positive": 0.1257900090853935, "roi_head/num_bg_samples": 466.5, "roi_head/num_fg_samples": 45.5, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 0.5626604445060366, "total_loss": 1.221922448487021} {"data_time": 0.012663510991842486, "eta_seconds": 88902.69684996866, "fast_rcnn/cls_accuracy": 0.90771484375, "fast_rcnn/false_negative": 0.3974738023952096, "fast_rcnn/fg_cls_accuracy": 0.583586008988034, "iteration": 113679, "loss_box_reg": 0.23774687247350812, "loss_cls": 0.21995297260582447, "loss_mask": 0.2613875064998865, "loss_rpn_cls": 0.051803196110995486, "loss_rpn_loc": 0.08795916056260467, "loss_sem_seg": 0.32477036491036415, "lr": 0.02, "mask_rcnn/accuracy": 0.8777511128533209, "mask_rcnn/false_negative": 0.10983469100925182, "mask_rcnn/false_positive": 0.125733582471115, "roi_head/num_bg_samples": 429.5, "roi_head/num_fg_samples": 82.5, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.5779929220007034, "total_loss": 1.162127955831238} {"data_time": 0.01164471500669606, "eta_seconds": 88849.36581375689, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3596694607930563, "fast_rcnn/fg_cls_accuracy": 0.599013138338981, "iteration": 113699, "loss_box_reg": 0.21771546034142375, "loss_cls": 0.2077262420207262, "loss_mask": 0.2681026188656688, "loss_rpn_cls": 0.04611838475102559, "loss_rpn_loc": 0.07769198401365429, "loss_sem_seg": 0.3031701354775578, "lr": 0.02, "mask_rcnn/accuracy": 0.901147537387971, "mask_rcnn/false_negative": 0.08047443555292333, "mask_rcnn/false_positive": 0.12026409133175564, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5592129084980115, "total_loss": 1.1517225235147635} {"data_time": 0.01306212800409412, "eta_seconds": 88851.02986144937, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.322253893922427, "fast_rcnn/fg_cls_accuracy": 0.629619260918253, "iteration": 113719, "loss_box_reg": 0.23954938258975744, "loss_cls": 0.21468270616605878, "loss_mask": 0.26284692995250225, "loss_rpn_cls": 0.04582838912028819, "loss_rpn_loc": 0.08019078895449638, "loss_sem_seg": 0.30700770020484924, "lr": 0.02, "mask_rcnn/accuracy": 0.8977044135806567, "mask_rcnn/false_negative": 0.10023331766575058, "mask_rcnn/false_positive": 0.11258215831440063, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5665639910002938, "total_loss": 1.1404306780314073} {"data_time": 0.013381743003265001, "eta_seconds": 88821.81363077625, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.3193384223918575, "fast_rcnn/fg_cls_accuracy": 0.6204185834892069, "iteration": 113739, "loss_box_reg": 0.22318985173478723, "loss_cls": 0.19687238428741693, "loss_mask": 0.24968182854354382, "loss_rpn_cls": 0.04316912640933879, "loss_rpn_loc": 0.07160351180937141, "loss_sem_seg": 0.3276415769942105, "lr": 0.02, "mask_rcnn/accuracy": 0.881100442376364, "mask_rcnn/false_negative": 0.08776106001993506, "mask_rcnn/false_positive": 0.13580607455072785, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5659280244944966, "total_loss": 1.1392274269892368} {"data_time": 0.011519965002662502, "eta_seconds": 88804.69018000146, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.3072955738934734, "fast_rcnn/fg_cls_accuracy": 0.6731770833333333, "iteration": 113759, "loss_box_reg": 0.2357591725885868, "loss_cls": 0.21528480667620897, "loss_mask": 0.2526167696341872, "loss_rpn_cls": 0.04321262883604504, "loss_rpn_loc": 0.07000514553510584, "loss_sem_seg": 0.31239742087200284, "lr": 0.02, "mask_rcnn/accuracy": 0.8986957998904596, "mask_rcnn/false_negative": 0.09267604575269936, "mask_rcnn/false_positive": 0.09212358758250047, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5685877249998157, "total_loss": 1.1698789724323433} {"data_time": 0.012953775505593512, "eta_seconds": 88718.21935742634, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.331002331002331, "fast_rcnn/fg_cls_accuracy": 0.6047533547533548, "iteration": 113779, "loss_box_reg": 0.23414492001757026, "loss_cls": 0.21979605127125978, "loss_mask": 0.25151590909808874, "loss_rpn_cls": 0.04598832083866, "loss_rpn_loc": 0.08575692749582231, "loss_sem_seg": 0.38816956151276827, "lr": 0.02, "mask_rcnn/accuracy": 0.8769406061585865, "mask_rcnn/false_negative": 0.10083748676828105, "mask_rcnn/false_positive": 0.14151890916335386, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5638220955006545, "total_loss": 1.2022694007173413} {"data_time": 0.01247881449671695, "eta_seconds": 88701.21410467508, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.30878546779141103, "fast_rcnn/fg_cls_accuracy": 0.641815783845441, "iteration": 113799, "loss_box_reg": 0.2440429157577455, "loss_cls": 0.22636709129437804, "loss_mask": 0.2557873297482729, "loss_rpn_cls": 0.049426968820625916, "loss_rpn_loc": 0.07602935307659209, "loss_sem_seg": 0.3382266405969858, "lr": 0.02, "mask_rcnn/accuracy": 0.8928820964569357, "mask_rcnn/false_negative": 0.08931217727634537, "mask_rcnn/false_positive": 0.1162725958375135, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.5677884444958181, "total_loss": 1.1704329534841236} {"data_time": 0.012318401510128751, "eta_seconds": 88686.09774459343, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.39913595485804976, "fast_rcnn/fg_cls_accuracy": 0.5909273384183059, "iteration": 113819, "loss_box_reg": 0.23634974751621485, "loss_cls": 0.21146648516878486, "loss_mask": 0.26760538667440414, "loss_rpn_cls": 0.03372096479870379, "loss_rpn_loc": 0.07259448402328417, "loss_sem_seg": 0.2941552037373185, "lr": 0.02, "mask_rcnn/accuracy": 0.8750375491183061, "mask_rcnn/false_negative": 0.10781001680373853, "mask_rcnn/false_positive": 0.12338245670252496, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5550887645003968, "total_loss": 1.1339449937222525} {"data_time": 0.012431565999577288, "eta_seconds": 88678.49947055502, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.38345588235294115, "fast_rcnn/fg_cls_accuracy": 0.5802139037433156, "iteration": 113839, "loss_box_reg": 0.24289592006243765, "loss_cls": 0.22426249226555228, "loss_mask": 0.2535509541630745, "loss_rpn_cls": 0.041063955024583265, "loss_rpn_loc": 0.07539099708083086, "loss_sem_seg": 0.34792788326740265, "lr": 0.02, "mask_rcnn/accuracy": 0.893097606419756, "mask_rcnn/false_negative": 0.0847500158227432, "mask_rcnn/false_positive": 0.12586595809917012, "roi_head/num_bg_samples": 465.5, "roi_head/num_fg_samples": 46.5, "rpn/num_neg_anchors": 239.0, "rpn/num_pos_anchors": 17.0, "time": 0.5687419124951703, "total_loss": 1.1935158981359564} {"data_time": 0.012303359995712526, "eta_seconds": 88657.69468537509, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.33270155325443784, "fast_rcnn/fg_cls_accuracy": 0.6276260504201681, "iteration": 113859, "loss_box_reg": 0.2311610534088686, "loss_cls": 0.24457028903998435, "loss_mask": 0.2554016560316086, "loss_rpn_cls": 0.04943462734809145, "loss_rpn_loc": 0.08202647534199059, "loss_sem_seg": 0.31618460291065276, "lr": 0.02, "mask_rcnn/accuracy": 0.870456395306269, "mask_rcnn/false_negative": 0.10537430106337582, "mask_rcnn/false_positive": 0.15709961707547299, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.5658217189993593, "total_loss": 1.1717153163917828} {"data_time": 0.012890695499663707, "eta_seconds": 88630.49089153716, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.352846542780222, "fast_rcnn/fg_cls_accuracy": 0.5901162790697674, "iteration": 113879, "loss_box_reg": 0.24779912177473307, "loss_cls": 0.2330140988342464, "loss_mask": 0.26494455244392157, "loss_rpn_cls": 0.0565848502155859, "loss_rpn_loc": 0.09521804249379784, "loss_sem_seg": 0.3160109934397042, "lr": 0.02, "mask_rcnn/accuracy": 0.8963400354506, "mask_rcnn/false_negative": 0.09859200329022358, "mask_rcnn/false_positive": 0.09491309214103105, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.572615915996721, "total_loss": 1.2139239958451071} {"data_time": 0.012404034998326097, "eta_seconds": 88617.88176408422, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.347361237488626, "fast_rcnn/fg_cls_accuracy": 0.6493920092646207, "iteration": 113899, "loss_box_reg": 0.24615993816405535, "loss_cls": 0.21390012884512544, "loss_mask": 0.2572283549234271, "loss_rpn_cls": 0.04887886364303995, "loss_rpn_loc": 0.08305098704295233, "loss_sem_seg": 0.33041025092825294, "lr": 0.02, "mask_rcnn/accuracy": 0.9028748924719588, "mask_rcnn/false_negative": 0.09451264673017319, "mask_rcnn/false_positive": 0.11511374482320635, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5650371610026923, "total_loss": 1.220164838276105} {"data_time": 0.012241024502145592, "eta_seconds": 88617.8159382141, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3524137931034483, "fast_rcnn/fg_cls_accuracy": 0.6258823529411766, "iteration": 113919, "loss_box_reg": 0.23636156553402543, "loss_cls": 0.20389844081364572, "loss_mask": 0.24875314999371767, "loss_rpn_cls": 0.0481799622066319, "loss_rpn_loc": 0.07745712294126861, "loss_sem_seg": 0.35300467861816287, "lr": 0.02, "mask_rcnn/accuracy": 0.8976435564466516, "mask_rcnn/false_negative": 0.09669646222562187, "mask_rcnn/false_positive": 0.10543888687703108, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5613065134966746, "total_loss": 1.186096284109226} {"data_time": 0.01225198100291891, "eta_seconds": 88628.64511451923, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.3078061413244543, "fast_rcnn/fg_cls_accuracy": 0.6406597292382299, "iteration": 113939, "loss_box_reg": 0.24188372073695064, "loss_cls": 0.2178605948574841, "loss_mask": 0.2588163698092103, "loss_rpn_cls": 0.047622202429920435, "loss_rpn_loc": 0.07043446984607726, "loss_sem_seg": 0.3491382426582277, "lr": 0.02, "mask_rcnn/accuracy": 0.8779812171563841, "mask_rcnn/false_negative": 0.10074554761645871, "mask_rcnn/false_positive": 0.14743665870172865, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.575517512508668, "total_loss": 1.137052730715368} {"data_time": 0.013017698001931421, "eta_seconds": 88679.88369266072, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.3181191510695187, "fast_rcnn/fg_cls_accuracy": 0.6680000835561497, "iteration": 113959, "loss_box_reg": 0.22756914095953107, "loss_cls": 0.21882515028119087, "loss_mask": 0.2567736404016614, "loss_rpn_cls": 0.03871460416121408, "loss_rpn_loc": 0.08012078929459676, "loss_sem_seg": 0.30974966031499207, "lr": 0.02, "mask_rcnn/accuracy": 0.8939265279207506, "mask_rcnn/false_negative": 0.09820843854753739, "mask_rcnn/false_positive": 0.1177727875933581, "roi_head/num_bg_samples": 423.5, "roi_head/num_fg_samples": 88.5, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5702830240043113, "total_loss": 1.1475748802768067} {"data_time": 0.01326375050120987, "eta_seconds": 88605.92870359926, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.3050457114941727, "fast_rcnn/fg_cls_accuracy": 0.6451981707317074, "iteration": 113979, "loss_box_reg": 0.2220769813284278, "loss_cls": 0.22687091515399516, "loss_mask": 0.26083915308117867, "loss_rpn_cls": 0.04734786524204537, "loss_rpn_loc": 0.07527120341546834, "loss_sem_seg": 0.3561941282823682, "lr": 0.02, "mask_rcnn/accuracy": 0.8912152205602738, "mask_rcnn/false_negative": 0.08662644078643683, "mask_rcnn/false_positive": 0.14031808583505534, "roi_head/num_bg_samples": 461.75, "roi_head/num_fg_samples": 50.25, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5620444829983171, "total_loss": 1.1866278656816576} {"data_time": 0.01207316700310912, "eta_seconds": 88582.79585617108, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3463279871076663, "fast_rcnn/fg_cls_accuracy": 0.5612226277372263, "iteration": 113999, "loss_box_reg": 0.2507771539967507, "loss_cls": 0.235897017410025, "loss_mask": 0.2753536105155945, "loss_rpn_cls": 0.048627139534801245, "loss_rpn_loc": 0.09089979832060635, "loss_sem_seg": 0.30603073886595666, "lr": 0.02, "mask_rcnn/accuracy": 0.8936899948370844, "mask_rcnn/false_negative": 0.07662124320688665, "mask_rcnn/false_positive": 0.12150385300101389, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5699095565069001, "total_loss": 1.1936298315704335} {"data_time": 0.012638302498089615, "eta_seconds": 88561.03912621379, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3158040201005025, "fast_rcnn/fg_cls_accuracy": 0.6526066084613009, "iteration": 114019, "loss_box_reg": 0.23993352986872196, "loss_cls": 0.2017856693128124, "loss_mask": 0.2535795047879219, "loss_rpn_cls": 0.04263806069502607, "loss_rpn_loc": 0.07780064188409597, "loss_sem_seg": 0.3060257157776505, "lr": 0.02, "mask_rcnn/accuracy": 0.8959959321566464, "mask_rcnn/false_negative": 0.10296714058631981, "mask_rcnn/false_positive": 0.10826315587065288, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5570990700070979, "total_loss": 1.1312481573386322} {"data_time": 0.012481167505029589, "eta_seconds": 88512.70853003487, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.3065179095713447, "fast_rcnn/fg_cls_accuracy": 0.6703089244851259, "iteration": 114039, "loss_box_reg": 0.23001441289670765, "loss_cls": 0.19339232612401247, "loss_mask": 0.2556331939995289, "loss_rpn_cls": 0.039196413912577555, "loss_rpn_loc": 0.06372121832100675, "loss_sem_seg": 0.32588414987549186, "lr": 0.02, "mask_rcnn/accuracy": 0.892620706819313, "mask_rcnn/false_negative": 0.08364773446853793, "mask_rcnn/false_positive": 0.13331567212138912, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5513047464919509, "total_loss": 1.1402825888362713} {"data_time": 0.012058936998073477, "eta_seconds": 88458.70765630435, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.3421116504854369, "fast_rcnn/fg_cls_accuracy": 0.6158402808249233, "iteration": 114059, "loss_box_reg": 0.22702109813690186, "loss_cls": 0.21230029547587037, "loss_mask": 0.26530460454523563, "loss_rpn_cls": 0.04445081372978166, "loss_rpn_loc": 0.06956660054129316, "loss_sem_seg": 0.3390473877079785, "lr": 0.02, "mask_rcnn/accuracy": 0.8899119967754543, "mask_rcnn/false_negative": 0.10810316357635119, "mask_rcnn/false_positive": 0.12474639939280707, "roi_head/num_bg_samples": 463.5, "roi_head/num_fg_samples": 48.5, "rpn/num_neg_anchors": 237.75, "rpn/num_pos_anchors": 18.25, "time": 0.5582248310020077, "total_loss": 1.148111906964914} {"data_time": 0.012308127501455601, "eta_seconds": 88402.48220306206, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.42021129487250397, "fast_rcnn/fg_cls_accuracy": 0.5797887051274959, "iteration": 114079, "loss_box_reg": 0.24882187438197434, "loss_cls": 0.23220344400033355, "loss_mask": 0.26643464295193553, "loss_rpn_cls": 0.044391505274688825, "loss_rpn_loc": 0.07679922063834965, "loss_sem_seg": 0.3366610100492835, "lr": 0.02, "mask_rcnn/accuracy": 0.8769149740331659, "mask_rcnn/false_negative": 0.11857218833679259, "mask_rcnn/false_positive": 0.12672272203126897, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5491133305040421, "total_loss": 1.218000966895488} {"data_time": 0.012132792500779033, "eta_seconds": 88363.97744966584, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.34449171518137034, "fast_rcnn/fg_cls_accuracy": 0.6465144051350948, "iteration": 114099, "loss_box_reg": 0.2330105162691325, "loss_cls": 0.22659557638689876, "loss_mask": 0.24790027225390077, "loss_rpn_cls": 0.053505692165344954, "loss_rpn_loc": 0.06850061332806945, "loss_sem_seg": 0.33510522777214646, "lr": 0.02, "mask_rcnn/accuracy": 0.8980590443289236, "mask_rcnn/false_negative": 0.09021673601001817, "mask_rcnn/false_positive": 0.11807400336731497, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5696285869998974, "total_loss": 1.2167946601111908} {"data_time": 0.012306332006119192, "eta_seconds": 88301.0106371718, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.31015769944341376, "fast_rcnn/fg_cls_accuracy": 0.6720254139391606, "iteration": 114119, "loss_box_reg": 0.22403607983142138, "loss_cls": 0.21539994701743126, "loss_mask": 0.25576117681339383, "loss_rpn_cls": 0.04386756998428609, "loss_rpn_loc": 0.07918879739008844, "loss_sem_seg": 0.3253650679253042, "lr": 0.02, "mask_rcnn/accuracy": 0.8837703203629401, "mask_rcnn/false_negative": 0.10532462948245161, "mask_rcnn/false_positive": 0.1040773197527044, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5625675110059092, "total_loss": 1.1710586672998033} {"data_time": 0.01241554250009358, "eta_seconds": 88289.68135257173, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.4219124187478618, "fast_rcnn/fg_cls_accuracy": 0.5549702244617498, "iteration": 114139, "loss_box_reg": 0.2365287011489272, "loss_cls": 0.2063749423250556, "loss_mask": 0.25563020817935467, "loss_rpn_cls": 0.0476344374474138, "loss_rpn_loc": 0.06721380135422805, "loss_sem_seg": 0.32345128897577524, "lr": 0.02, "mask_rcnn/accuracy": 0.8922546932069086, "mask_rcnn/false_negative": 0.10109061190673446, "mask_rcnn/false_positive": 0.1186529255337715, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 235.75, "rpn/num_pos_anchors": 20.25, "time": 0.566599703997781, "total_loss": 1.1413751626969315} {"data_time": 0.012102622000384144, "eta_seconds": 88283.83284060562, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.34643619291506617, "fast_rcnn/fg_cls_accuracy": 0.6171855695576971, "iteration": 114159, "loss_box_reg": 0.21797151491045952, "loss_cls": 0.19680939079262316, "loss_mask": 0.25656090397387743, "loss_rpn_cls": 0.03944617431261577, "loss_rpn_loc": 0.06526209780713543, "loss_sem_seg": 0.35672481427900493, "lr": 0.02, "mask_rcnn/accuracy": 0.8932020636414788, "mask_rcnn/false_negative": 0.09013631665471232, "mask_rcnn/false_positive": 0.12686645385613954, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5708773010046571, "total_loss": 1.1426540376269259} {"data_time": 0.01291273049719166, "eta_seconds": 88248.26629649402, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3490780721204341, "fast_rcnn/fg_cls_accuracy": 0.6413525498891353, "iteration": 114179, "loss_box_reg": 0.2322818955872208, "loss_cls": 0.21720425272360444, "loss_mask": 0.27547320909798145, "loss_rpn_cls": 0.05233583238441497, "loss_rpn_loc": 0.08301403699442744, "loss_sem_seg": 0.3225137088447809, "lr": 0.02, "mask_rcnn/accuracy": 0.8845390020649144, "mask_rcnn/false_negative": 0.09493352457582879, "mask_rcnn/false_positive": 0.14492390283974627, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5668036089991801, "total_loss": 1.1712006975430995} {"data_time": 0.013070100008917507, "eta_seconds": 88261.17286464536, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.3153566647542551, "fast_rcnn/fg_cls_accuracy": 0.6378300946686597, "iteration": 114199, "loss_box_reg": 0.2335799979045987, "loss_cls": 0.2102674706839025, "loss_mask": 0.25929007213562727, "loss_rpn_cls": 0.04541481693740934, "loss_rpn_loc": 0.0816124175908044, "loss_sem_seg": 0.3138858354650438, "lr": 0.02, "mask_rcnn/accuracy": 0.8918652104690165, "mask_rcnn/false_negative": 0.09509119978648892, "mask_rcnn/false_positive": 0.10532685410165614, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5724606724979822, "total_loss": 1.1963084404851543} {"data_time": 0.012741051999910269, "eta_seconds": 88244.36421417145, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.36756704980842914, "fast_rcnn/fg_cls_accuracy": 0.6076488029870415, "iteration": 114219, "loss_box_reg": 0.2302769306115806, "loss_cls": 0.21288904640823603, "loss_mask": 0.2667297124862671, "loss_rpn_cls": 0.04245115557569079, "loss_rpn_loc": 0.07671649943949888, "loss_sem_seg": 0.36691825930029154, "lr": 0.02, "mask_rcnn/accuracy": 0.8856041072342915, "mask_rcnn/false_negative": 0.1069019486715857, "mask_rcnn/false_positive": 0.11722358797714467, "roi_head/num_bg_samples": 458.25, "roi_head/num_fg_samples": 53.75, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5639479840028798, "total_loss": 1.180684783757897} {"data_time": 0.011964993500441778, "eta_seconds": 88185.9725206361, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.3430956423316356, "fast_rcnn/fg_cls_accuracy": 0.6228744686171543, "iteration": 114239, "loss_box_reg": 0.24050592817366123, "loss_cls": 0.21771593252196908, "loss_mask": 0.26628542970865965, "loss_rpn_cls": 0.04837140592280775, "loss_rpn_loc": 0.08265531819779426, "loss_sem_seg": 0.3394481330178678, "lr": 0.02, "mask_rcnn/accuracy": 0.8940871564031608, "mask_rcnn/false_negative": 0.10038210889965357, "mask_rcnn/false_positive": 0.11899714329237496, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5666925639961846, "total_loss": 1.193814866390312} {"data_time": 0.013012327995966189, "eta_seconds": 88163.80581309795, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.2755867014341591, "fast_rcnn/fg_cls_accuracy": 0.6987722729248154, "iteration": 114259, "loss_box_reg": 0.22974193654954433, "loss_cls": 0.20565265440382063, "loss_mask": 0.2538719060830772, "loss_rpn_cls": 0.0381302592868451, "loss_rpn_loc": 0.07798899663612247, "loss_sem_seg": 0.3261948120780289, "lr": 0.02, "mask_rcnn/accuracy": 0.9037937821319229, "mask_rcnn/false_negative": 0.08226119702220536, "mask_rcnn/false_positive": 0.11643382947226662, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5648305664944928, "total_loss": 1.1355509826680645} {"data_time": 0.01272463399800472, "eta_seconds": 88179.88844564764, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.3103337612323491, "fast_rcnn/fg_cls_accuracy": 0.6195238095238096, "iteration": 114279, "loss_box_reg": 0.2505057863891125, "loss_cls": 0.20820374856702983, "loss_mask": 0.25142029765993357, "loss_rpn_cls": 0.04872071190038696, "loss_rpn_loc": 0.08802174084121361, "loss_sem_seg": 0.32651237677782774, "lr": 0.02, "mask_rcnn/accuracy": 0.8991918394341863, "mask_rcnn/false_negative": 0.08663929899570978, "mask_rcnn/false_positive": 0.11872441587018051, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5666567864973331, "total_loss": 1.156933464400936} {"data_time": 0.013322005004738458, "eta_seconds": 88168.56307675768, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.3348434765700953, "fast_rcnn/fg_cls_accuracy": 0.5881453634085213, "iteration": 114299, "loss_box_reg": 0.21842023823410273, "loss_cls": 0.19764023181051016, "loss_mask": 0.2503797560930252, "loss_rpn_cls": 0.04837911872891709, "loss_rpn_loc": 0.07689011842012405, "loss_sem_seg": 0.3050405769608915, "lr": 0.02, "mask_rcnn/accuracy": 0.887573095463351, "mask_rcnn/false_negative": 0.10906945677922578, "mask_rcnn/false_positive": 0.12078394257477842, "roi_head/num_bg_samples": 455.5, "roi_head/num_fg_samples": 56.5, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5593505599972559, "total_loss": 1.1192354412632994} {"data_time": 0.01208772900281474, "eta_seconds": 88152.24314946536, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.2857142857142857, "fast_rcnn/fg_cls_accuracy": 0.6785714285714286, "iteration": 114319, "loss_box_reg": 0.24305637646466494, "loss_cls": 0.2360800625756383, "loss_mask": 0.258798573166132, "loss_rpn_cls": 0.0443098486866802, "loss_rpn_loc": 0.07898902182932943, "loss_sem_seg": 0.3157779616303742, "lr": 0.02, "mask_rcnn/accuracy": 0.8834368084583231, "mask_rcnn/false_negative": 0.09142689552847866, "mask_rcnn/false_positive": 0.09707422058777321, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5818574215008994, "total_loss": 1.1974344206391834} {"data_time": 0.012727701003313996, "eta_seconds": 88098.24567277016, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.3313973498537257, "fast_rcnn/fg_cls_accuracy": 0.6196465428276574, "iteration": 114339, "loss_box_reg": 0.22773495176807046, "loss_cls": 0.22097800765186548, "loss_mask": 0.25322348391637206, "loss_rpn_cls": 0.04004191697094939, "loss_rpn_loc": 0.07971950300270692, "loss_sem_seg": 0.32900629425421357, "lr": 0.02, "mask_rcnn/accuracy": 0.8988638534867388, "mask_rcnn/false_negative": 0.0831293677383992, "mask_rcnn/false_positive": 0.10653868994360743, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.554558261494094, "total_loss": 1.1323876359092537} {"data_time": 0.01194341999507742, "eta_seconds": 88096.7690095233, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.370703125, "fast_rcnn/fg_cls_accuracy": 0.5735257056451613, "iteration": 114359, "loss_box_reg": 0.22997315740212798, "loss_cls": 0.2112533445470035, "loss_mask": 0.2501803943887353, "loss_rpn_cls": 0.04805794626008719, "loss_rpn_loc": 0.08129482498043217, "loss_sem_seg": 0.2953758738003671, "lr": 0.02, "mask_rcnn/accuracy": 0.9045163156586835, "mask_rcnn/false_negative": 0.09351551752214052, "mask_rcnn/false_positive": 0.11240930877180155, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.560773157994845, "total_loss": 1.0816819338797359} {"data_time": 0.013239147490821779, "eta_seconds": 88106.70982873705, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.3526000630318311, "fast_rcnn/fg_cls_accuracy": 0.6083478260869566, "iteration": 114379, "loss_box_reg": 0.21784843038767576, "loss_cls": 0.198633172782138, "loss_mask": 0.26061317045241594, "loss_rpn_cls": 0.04342529995483346, "loss_rpn_loc": 0.07365990255493671, "loss_sem_seg": 0.34509789710864425, "lr": 0.02, "mask_rcnn/accuracy": 0.914641968973276, "mask_rcnn/false_negative": 0.07075463467482314, "mask_rcnn/false_positive": 0.10017446761185908, "roi_head/num_bg_samples": 462.25, "roi_head/num_fg_samples": 49.75, "rpn/num_neg_anchors": 236.75, "rpn/num_pos_anchors": 19.25, "time": 0.5514758360004635, "total_loss": 1.1346721128793433} {"data_time": 0.012699206003162544, "eta_seconds": 88084.55286869773, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.3927220927220927, "fast_rcnn/fg_cls_accuracy": 0.5261908750767856, "iteration": 114399, "loss_box_reg": 0.2277484848164022, "loss_cls": 0.21995697519741952, "loss_mask": 0.2695651547983289, "loss_rpn_cls": 0.04575327105703764, "loss_rpn_loc": 0.0690066993702203, "loss_sem_seg": 0.3296966915950179, "lr": 0.02, "mask_rcnn/accuracy": 0.8835322007590916, "mask_rcnn/false_negative": 0.09392625685484607, "mask_rcnn/false_positive": 0.15451271167081754, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5721956189881894, "total_loss": 1.183060266339453} {"data_time": 0.01223289600602584, "eta_seconds": 88062.80748177308, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.43874881516587677, "fast_rcnn/fg_cls_accuracy": 0.5312917729979341, "iteration": 114419, "loss_box_reg": 0.21858193958178163, "loss_cls": 0.20152671914547682, "loss_mask": 0.2556161331012845, "loss_rpn_cls": 0.048120219085831195, "loss_rpn_loc": 0.07671058404957876, "loss_sem_seg": 0.3358817230910063, "lr": 0.02, "mask_rcnn/accuracy": 0.8934910950068757, "mask_rcnn/false_negative": 0.09988042399002367, "mask_rcnn/false_positive": 0.13086339219766258, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5672554459961248, "total_loss": 1.1514571964216884} {"data_time": 0.012455844494979829, "eta_seconds": 88084.29478596605, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.3105840773809524, "fast_rcnn/fg_cls_accuracy": 0.5998329156223893, "iteration": 114439, "loss_box_reg": 0.2216610098257661, "loss_cls": 0.21008218848146498, "loss_mask": 0.26048272429034114, "loss_rpn_cls": 0.05327175493584946, "loss_rpn_loc": 0.07904312777100131, "loss_sem_seg": 0.29854972613975406, "lr": 0.02, "mask_rcnn/accuracy": 0.8841376158897294, "mask_rcnn/false_negative": 0.08463059329357103, "mask_rcnn/false_positive": 0.11095441137562048, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5586818840019987, "total_loss": 1.123899399623042} {"data_time": 0.012643057001696434, "eta_seconds": 88023.80642677183, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.35470779220779225, "fast_rcnn/fg_cls_accuracy": 0.6431407447973713, "iteration": 114459, "loss_box_reg": 0.23170086601749063, "loss_cls": 0.22275143821025267, "loss_mask": 0.2557303300127387, "loss_rpn_cls": 0.046346046146936715, "loss_rpn_loc": 0.06897490087430924, "loss_sem_seg": 0.3440452301874757, "lr": 0.02, "mask_rcnn/accuracy": 0.8851922462780819, "mask_rcnn/false_negative": 0.08505803237496745, "mask_rcnn/false_positive": 0.12497722812247676, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5601401254971279, "total_loss": 1.146078794321511} {"data_time": 0.012298368994379416, "eta_seconds": 87937.2266663968, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.3594584286803967, "fast_rcnn/fg_cls_accuracy": 0.6143719806763285, "iteration": 114479, "loss_box_reg": 0.23225410445593297, "loss_cls": 0.22817283147014678, "loss_mask": 0.27096884325146675, "loss_rpn_cls": 0.04978151636896655, "loss_rpn_loc": 0.08380800957093015, "loss_sem_seg": 0.3667853185907006, "lr": 0.02, "mask_rcnn/accuracy": 0.8851215380475862, "mask_rcnn/false_negative": 0.10715461272903193, "mask_rcnn/false_positive": 0.12640788489580923, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 203.5, "rpn/num_pos_anchors": 52.5, "time": 0.5540656605007825, "total_loss": 1.2728915832121857} {"data_time": 0.012298181500227656, "eta_seconds": 87896.04059898408, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.32759425158641287, "fast_rcnn/fg_cls_accuracy": 0.6309523809523809, "iteration": 114499, "loss_box_reg": 0.21172258164733648, "loss_cls": 0.2003454768564552, "loss_mask": 0.2622173670679331, "loss_rpn_cls": 0.04466763878008351, "loss_rpn_loc": 0.07699290569871664, "loss_sem_seg": 0.3081740653142333, "lr": 0.02, "mask_rcnn/accuracy": 0.9001936626298872, "mask_rcnn/false_negative": 0.08342064020262072, "mask_rcnn/false_positive": 0.1190320104306329, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5589731629952439, "total_loss": 1.1475375353948039} {"data_time": 0.013181537498894613, "eta_seconds": 87877.46371317437, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.2906401642403882, "fast_rcnn/fg_cls_accuracy": 0.6453200821201941, "iteration": 114519, "loss_box_reg": 0.21064215525984764, "loss_cls": 0.18538650637492537, "loss_mask": 0.26192819979041815, "loss_rpn_cls": 0.04359453418874182, "loss_rpn_loc": 0.07999970496166497, "loss_sem_seg": 0.33798380848020315, "lr": 0.02, "mask_rcnn/accuracy": 0.8778075191554677, "mask_rcnn/false_negative": 0.09175922060056683, "mask_rcnn/false_positive": 0.14531523671535146, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5437089055049, "total_loss": 1.1201738749514334} {"data_time": 0.01368499099771725, "eta_seconds": 87866.15976430432, "fast_rcnn/cls_accuracy": 0.9140625, "fast_rcnn/false_negative": 0.4041193181818182, "fast_rcnn/fg_cls_accuracy": 0.5546875, "iteration": 114539, "loss_box_reg": 0.2361526503227651, "loss_cls": 0.22639062022790313, "loss_mask": 0.25280623231083155, "loss_rpn_cls": 0.045606637839227915, "loss_rpn_loc": 0.06450516918266658, "loss_sem_seg": 0.33362846402451396, "lr": 0.02, "mask_rcnn/accuracy": 0.8712488706420067, "mask_rcnn/false_negative": 0.10865098773502807, "mask_rcnn/false_positive": 0.14813912437606142, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5561369780043606, "total_loss": 1.1594533890020102} {"data_time": 0.012510023509094026, "eta_seconds": 87843.31307743791, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.41807348560079444, "fast_rcnn/fg_cls_accuracy": 0.5356039325842696, "iteration": 114559, "loss_box_reg": 0.23947073193266988, "loss_cls": 0.22053930908441544, "loss_mask": 0.25420912401750684, "loss_rpn_cls": 0.04273606077185832, "loss_rpn_loc": 0.0721698783163447, "loss_sem_seg": 0.31627471651881933, "lr": 0.02, "mask_rcnn/accuracy": 0.8827673387704835, "mask_rcnn/false_negative": 0.10567411580670388, "mask_rcnn/false_positive": 0.1483811354895319, "roi_head/num_bg_samples": 458.0, "roi_head/num_fg_samples": 54.0, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5660658370034071, "total_loss": 1.12548679021711} {"data_time": 0.012500064003688749, "eta_seconds": 87832.01061372789, "fast_rcnn/cls_accuracy": 0.90966796875, "fast_rcnn/false_negative": 0.29156454248366015, "fast_rcnn/fg_cls_accuracy": 0.6300097751710655, "iteration": 114579, "loss_box_reg": 0.23631558008491993, "loss_cls": 0.21757431188598275, "loss_mask": 0.25648481491953135, "loss_rpn_cls": 0.04336685052840039, "loss_rpn_loc": 0.07227018114645034, "loss_sem_seg": 0.33497469895519316, "lr": 0.02, "mask_rcnn/accuracy": 0.8859829570125923, "mask_rcnn/false_negative": 0.09880832311709853, "mask_rcnn/false_positive": 0.13908366503658098, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5714948644963442, "total_loss": 1.1446966244839132} {"data_time": 0.012191943998914212, "eta_seconds": 87787.45015948615, "fast_rcnn/cls_accuracy": 0.958984375, "fast_rcnn/false_negative": 0.3033306899286281, "fast_rcnn/fg_cls_accuracy": 0.6580219072164948, "iteration": 114599, "loss_box_reg": 0.21561032719910145, "loss_cls": 0.19988707825541496, "loss_mask": 0.25739385513588786, "loss_rpn_cls": 0.04451176058501005, "loss_rpn_loc": 0.07762550213374197, "loss_sem_seg": 0.33676017820835114, "lr": 0.02, "mask_rcnn/accuracy": 0.8908346173056747, "mask_rcnn/false_negative": 0.0841281367036508, "mask_rcnn/false_positive": 0.12843046185454848, "roi_head/num_bg_samples": 461.25, "roi_head/num_fg_samples": 50.75, "rpn/num_neg_anchors": 235.25, "rpn/num_pos_anchors": 20.75, "time": 0.5650210185049218, "total_loss": 1.1384489176853094} {"data_time": 0.013061393998214044, "eta_seconds": 87751.94291752363, "fast_rcnn/cls_accuracy": 0.91357421875, "fast_rcnn/false_negative": 0.348171390823925, "fast_rcnn/fg_cls_accuracy": 0.6058769049423255, "iteration": 114619, "loss_box_reg": 0.2510719483252615, "loss_cls": 0.2278995532542467, "loss_mask": 0.263089663349092, "loss_rpn_cls": 0.053146513586398214, "loss_rpn_loc": 0.07540351295028813, "loss_sem_seg": 0.2943212615791708, "lr": 0.02, "mask_rcnn/accuracy": 0.8921324211502784, "mask_rcnn/false_negative": 0.09421143250060303, "mask_rcnn/false_positive": 0.11866733549777331, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5593432454988942, "total_loss": 1.1635396389465313} {"data_time": 0.01250724149576854, "eta_seconds": 87670.69889172376, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.2557471264367816, "fast_rcnn/fg_cls_accuracy": 0.6922688153410732, "iteration": 114639, "loss_box_reg": 0.22262396779842675, "loss_cls": 0.20459514576941729, "loss_mask": 0.25418659020215273, "loss_rpn_cls": 0.04671336108003743, "loss_rpn_loc": 0.07461066890391521, "loss_sem_seg": 0.3390116957016289, "lr": 0.02, "mask_rcnn/accuracy": 0.8966051350710617, "mask_rcnn/false_negative": 0.09115047694624845, "mask_rcnn/false_positive": 0.11166705447010628, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5581029914974351, "total_loss": 1.1499085760879098} {"data_time": 0.011856195502332412, "eta_seconds": 87673.81286181092, "fast_rcnn/cls_accuracy": 0.89697265625, "fast_rcnn/false_negative": 0.40662878787878787, "fast_rcnn/fg_cls_accuracy": 0.5640554298642534, "iteration": 114659, "loss_box_reg": 0.2139143249951303, "loss_cls": 0.18660480668768287, "loss_mask": 0.2677803225815296, "loss_rpn_cls": 0.05125674465671182, "loss_rpn_loc": 0.08224820345640182, "loss_sem_seg": 0.36159998131915927, "lr": 0.02, "mask_rcnn/accuracy": 0.8807596668012619, "mask_rcnn/false_negative": 0.11113326099869433, "mask_rcnn/false_positive": 0.13600056116028275, "roi_head/num_bg_samples": 431.0, "roi_head/num_fg_samples": 81.0, "rpn/num_neg_anchors": 206.25, "rpn/num_pos_anchors": 49.75, "time": 0.5687202699991758, "total_loss": 1.1768458392762113} {"data_time": 0.012264393495570403, "eta_seconds": 87614.26158525987, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.36316196366447623, "fast_rcnn/fg_cls_accuracy": 0.6227317141261866, "iteration": 114679, "loss_box_reg": 0.22022415860556066, "loss_cls": 0.2083713437896222, "loss_mask": 0.2639337438158691, "loss_rpn_cls": 0.05050340198795311, "loss_rpn_loc": 0.07928684807848185, "loss_sem_seg": 0.3072546520270407, "lr": 0.02, "mask_rcnn/accuracy": 0.8928255544781745, "mask_rcnn/false_negative": 0.09410387858202046, "mask_rcnn/false_positive": 0.11996850941769482, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5542178449977655, "total_loss": 1.1742100437404588} {"data_time": 0.013493543003278319, "eta_seconds": 87617.63299789079, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.3790322580645161, "fast_rcnn/fg_cls_accuracy": 0.5935329526161445, "iteration": 114699, "loss_box_reg": 0.23949849093332887, "loss_cls": 0.22267282055690885, "loss_mask": 0.27007375191897154, "loss_rpn_cls": 0.0481387444306165, "loss_rpn_loc": 0.07699606684036553, "loss_sem_seg": 0.3071118565276265, "lr": 0.02, "mask_rcnn/accuracy": 0.884267009755291, "mask_rcnn/false_negative": 0.10773889878105053, "mask_rcnn/false_positive": 0.13147576161163999, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5640086290004547, "total_loss": 1.2058419829118066} {"data_time": 0.012845754499721806, "eta_seconds": 87591.69818131957, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.3355419675278601, "fast_rcnn/fg_cls_accuracy": 0.6290159967737599, "iteration": 114719, "loss_box_reg": 0.24940852588042617, "loss_cls": 0.2386896526440978, "loss_mask": 0.2704028161242604, "loss_rpn_cls": 0.049727992998668924, "loss_rpn_loc": 0.0764854610315524, "loss_sem_seg": 0.34954697266221046, "lr": 0.02, "mask_rcnn/accuracy": 0.8871680301675327, "mask_rcnn/false_negative": 0.08463822958276415, "mask_rcnn/false_positive": 0.11695549665479837, "roi_head/num_bg_samples": 426.5, "roi_head/num_fg_samples": 85.5, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.5643473914969945, "total_loss": 1.301766475487966} {"data_time": 0.01293953150161542, "eta_seconds": 87547.59042099857, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3233928372817262, "fast_rcnn/fg_cls_accuracy": 0.5965320910973084, "iteration": 114739, "loss_box_reg": 0.24132633162662387, "loss_cls": 0.22101215738803148, "loss_mask": 0.26273407274857163, "loss_rpn_cls": 0.045981754941749386, "loss_rpn_loc": 0.08155827672453597, "loss_sem_seg": 0.31312153954058886, "lr": 0.02, "mask_rcnn/accuracy": 0.8941158530485751, "mask_rcnn/false_negative": 0.08351674028424821, "mask_rcnn/false_positive": 0.12411289764988595, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5549362554957042, "total_loss": 1.1650201060983818} {"data_time": 0.01219393550127279, "eta_seconds": 87536.31294752861, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.4043010752688172, "fast_rcnn/fg_cls_accuracy": 0.5860215053763441, "iteration": 114759, "loss_box_reg": 0.23786186845973134, "loss_cls": 0.22361612366512418, "loss_mask": 0.2615936240181327, "loss_rpn_cls": 0.045268180008861236, "loss_rpn_loc": 0.07774461433291435, "loss_sem_seg": 0.35049128253012896, "lr": 0.02, "mask_rcnn/accuracy": 0.885714527288188, "mask_rcnn/false_negative": 0.09966241914382667, "mask_rcnn/false_positive": 0.12375396169304376, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5723403094962123, "total_loss": 1.1935005861305399} {"data_time": 0.012482682999689132, "eta_seconds": 87535.20245017708, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.30583333333333335, "fast_rcnn/fg_cls_accuracy": 0.6916666666666667, "iteration": 114779, "loss_box_reg": 0.22197969001717865, "loss_cls": 0.21298165782354772, "loss_mask": 0.2578631266951561, "loss_rpn_cls": 0.047456986096221954, "loss_rpn_loc": 0.07436388172209263, "loss_sem_seg": 0.30935171339660883, "lr": 0.02, "mask_rcnn/accuracy": 0.9000421011327431, "mask_rcnn/false_negative": 0.08464514978286093, "mask_rcnn/false_positive": 0.13484962679267162, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.56615944350051, "total_loss": 1.1758999999728985} {"data_time": 0.012368969000817742, "eta_seconds": 87530.66885809432, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.3563269380059887, "fast_rcnn/fg_cls_accuracy": 0.6008938244853738, "iteration": 114799, "loss_box_reg": 0.24133314029313624, "loss_cls": 0.2174389623105526, "loss_mask": 0.26397999469190836, "loss_rpn_cls": 0.04409009532537311, "loss_rpn_loc": 0.07673092873301357, "loss_sem_seg": 0.35940584260970354, "lr": 0.02, "mask_rcnn/accuracy": 0.8972199200097326, "mask_rcnn/false_negative": 0.09015600794620968, "mask_rcnn/false_positive": 0.12198811152253186, "roi_head/num_bg_samples": 456.75, "roi_head/num_fg_samples": 55.25, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5686174465008662, "total_loss": 1.1898938067024574} {"data_time": 0.013160176007659175, "eta_seconds": 87549.93146371041, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.3329954509493671, "fast_rcnn/fg_cls_accuracy": 0.6042494580924855, "iteration": 114819, "loss_box_reg": 0.24560711300000548, "loss_cls": 0.2197765870951116, "loss_mask": 0.2571330787613988, "loss_rpn_cls": 0.0426521094632335, "loss_rpn_loc": 0.07316971388354432, "loss_sem_seg": 0.29621167737059295, "lr": 0.02, "mask_rcnn/accuracy": 0.8897312677214968, "mask_rcnn/false_negative": 0.10542731027256964, "mask_rcnn/false_positive": 0.11907993547112819, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5781624254959752, "total_loss": 1.1568959245632868} {"data_time": 0.01174238450039411, "eta_seconds": 87511.97065589864, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.3447310368233497, "fast_rcnn/fg_cls_accuracy": 0.6485660953673851, "iteration": 114839, "loss_box_reg": 0.2197431563399732, "loss_cls": 0.2138332612812519, "loss_mask": 0.26099420385435224, "loss_rpn_cls": 0.047905161743983626, "loss_rpn_loc": 0.07178536109859124, "loss_sem_seg": 0.33432974945753813, "lr": 0.02, "mask_rcnn/accuracy": 0.8830519355199331, "mask_rcnn/false_negative": 0.1105881170913142, "mask_rcnn/false_positive": 0.13307669843094397, "roi_head/num_bg_samples": 431.0, "roi_head/num_fg_samples": 81.0, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5584927240051911, "total_loss": 1.1756680805119686} {"data_time": 0.012715156510239467, "eta_seconds": 87490.08731629691, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.34046755081725055, "fast_rcnn/fg_cls_accuracy": 0.5813347236704901, "iteration": 114859, "loss_box_reg": 0.22876255540177226, "loss_cls": 0.21220293082296848, "loss_mask": 0.2639971598982811, "loss_rpn_cls": 0.04457479534903541, "loss_rpn_loc": 0.07726283586816862, "loss_sem_seg": 0.3085838002152741, "lr": 0.02, "mask_rcnn/accuracy": 0.882273606545223, "mask_rcnn/false_negative": 0.09231837033981302, "mask_rcnn/false_positive": 0.12067189267734194, "roi_head/num_bg_samples": 464.25, "roi_head/num_fg_samples": 47.75, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5581496379963937, "total_loss": 1.133893418504158} {"data_time": 0.01369394450011896, "eta_seconds": 87459.66349859774, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.42099810991567316, "fast_rcnn/fg_cls_accuracy": 0.5223826339842127, "iteration": 114879, "loss_box_reg": 0.23432904575020075, "loss_cls": 0.23178448574617505, "loss_mask": 0.255168404430151, "loss_rpn_cls": 0.046532603446394205, "loss_rpn_loc": 0.06704754650127143, "loss_sem_seg": 0.3202068265527487, "lr": 0.02, "mask_rcnn/accuracy": 0.8900653076212532, "mask_rcnn/false_negative": 0.07143661334347023, "mask_rcnn/false_positive": 0.1208218502608512, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5579838915000437, "total_loss": 1.1813427485030843} {"data_time": 0.01299588300025789, "eta_seconds": 87448.38718352775, "fast_rcnn/cls_accuracy": 0.9033203125, "fast_rcnn/false_negative": 0.34529448565555454, "fast_rcnn/fg_cls_accuracy": 0.579892845887173, "iteration": 114899, "loss_box_reg": 0.24486149661242962, "loss_cls": 0.21632712427526712, "loss_mask": 0.2591307698749006, "loss_rpn_cls": 0.04428095815819688, "loss_rpn_loc": 0.07221478794235736, "loss_sem_seg": 0.34303415985777974, "lr": 0.02, "mask_rcnn/accuracy": 0.8926817708974938, "mask_rcnn/false_negative": 0.09185697791291385, "mask_rcnn/false_positive": 0.11794968061247067, "roi_head/num_bg_samples": 430.0, "roi_head/num_fg_samples": 82.0, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 0.5629994140035706, "total_loss": 1.1531124282482779} {"data_time": 0.01284909049718408, "eta_seconds": 87433.26726312251, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.42291666666666666, "fast_rcnn/fg_cls_accuracy": 0.5444398454746137, "iteration": 114919, "loss_box_reg": 0.22748619597405195, "loss_cls": 0.2144856706727296, "loss_mask": 0.2554893856868148, "loss_rpn_cls": 0.04071999073494226, "loss_rpn_loc": 0.06998333294177428, "loss_sem_seg": 0.3648032103665173, "lr": 0.02, "mask_rcnn/accuracy": 0.8751684498171617, "mask_rcnn/false_negative": 0.08566132647412694, "mask_rcnn/false_positive": 0.14047449820905686, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5582193469963386, "total_loss": 1.226470763067482} {"data_time": 0.012811995999072678, "eta_seconds": 87412.7474835941, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.30554872803244437, "fast_rcnn/fg_cls_accuracy": 0.6622909698996655, "iteration": 114939, "loss_box_reg": 0.21979606128297746, "loss_cls": 0.19902923237532377, "loss_mask": 0.2560133235529065, "loss_rpn_cls": 0.04140883916988969, "loss_rpn_loc": 0.08172735187690705, "loss_sem_seg": 0.32891025207936764, "lr": 0.02, "mask_rcnn/accuracy": 0.9132571561967913, "mask_rcnn/false_negative": 0.08691870390313236, "mask_rcnn/false_positive": 0.10027377966188425, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5658586439967621, "total_loss": 1.171316372929141} {"data_time": 0.01250980849727057, "eta_seconds": 87405.14314171717, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.3969565824375262, "fast_rcnn/fg_cls_accuracy": 0.5802869730888307, "iteration": 114959, "loss_box_reg": 0.23780476744286716, "loss_cls": 0.22984591382555664, "loss_mask": 0.25443858932703733, "loss_rpn_cls": 0.04549101914744824, "loss_rpn_loc": 0.0810999576060567, "loss_sem_seg": 0.36135419737547636, "lr": 0.02, "mask_rcnn/accuracy": 0.8910797420013301, "mask_rcnn/false_negative": 0.0953141177791563, "mask_rcnn/false_positive": 0.11634079401971412, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.5697839764980017, "total_loss": 1.2253620822157245} {"data_time": 0.012848664504417684, "eta_seconds": 87383.25367451494, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.38393615214807264, "fast_rcnn/fg_cls_accuracy": 0.5679646506489919, "iteration": 114979, "loss_box_reg": 0.22537610423751175, "loss_cls": 0.2193947418127209, "loss_mask": 0.25638973945751786, "loss_rpn_cls": 0.0461630261852406, "loss_rpn_loc": 0.07575562148122117, "loss_sem_seg": 0.34253319539129734, "lr": 0.02, "mask_rcnn/accuracy": 0.8884011732569426, "mask_rcnn/false_negative": 0.09649862939482853, "mask_rcnn/false_positive": 0.12929755293832512, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5558876175055047, "total_loss": 1.1368450305017177} {"data_time": 0.012342078996880446, "eta_seconds": 87362.33345645377, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.2813226985709538, "fast_rcnn/fg_cls_accuracy": 0.6587435437967746, "iteration": 114999, "loss_box_reg": 0.23054708121344447, "loss_cls": 0.2232557414099574, "loss_mask": 0.25658510718494654, "loss_rpn_cls": 0.043708447919925675, "loss_rpn_loc": 0.07857022946700454, "loss_sem_seg": 0.35220677545294166, "lr": 0.02, "mask_rcnn/accuracy": 0.9089982105368011, "mask_rcnn/false_negative": 0.08884810641082297, "mask_rcnn/false_positive": 0.10671900365912604, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5709030815050937, "total_loss": 1.232854554662481} {"data_time": 0.012254551002115477, "eta_seconds": 87371.31784009693, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.37356505102040816, "fast_rcnn/fg_cls_accuracy": 0.5893320964749537, "iteration": 115019, "loss_box_reg": 0.21115011698566377, "loss_cls": 0.20494878245517612, "loss_mask": 0.25975869689136744, "loss_rpn_cls": 0.040185912817833014, "loss_rpn_loc": 0.06383255065884441, "loss_sem_seg": 0.3384637110866606, "lr": 0.02, "mask_rcnn/accuracy": 0.8825185292113135, "mask_rcnn/false_negative": 0.10063282017118849, "mask_rcnn/false_positive": 0.09919911155478622, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 236.0, "rpn/num_pos_anchors": 20.0, "time": 0.5678790369929629, "total_loss": 1.1416244112951972} {"data_time": 0.012856835499405861, "eta_seconds": 87378.42831894913, "fast_rcnn/cls_accuracy": 0.908203125, "fast_rcnn/false_negative": 0.3804446730229062, "fast_rcnn/fg_cls_accuracy": 0.5863881341588348, "iteration": 115039, "loss_box_reg": 0.24480628094170243, "loss_cls": 0.2220495413057506, "loss_mask": 0.2599305948242545, "loss_rpn_cls": 0.047065356600796804, "loss_rpn_loc": 0.09020416170824319, "loss_sem_seg": 0.34500568453222513, "lr": 0.02, "mask_rcnn/accuracy": 0.8726680699280542, "mask_rcnn/false_negative": 0.09381576802302607, "mask_rcnn/false_positive": 0.14800667990767774, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.5664360365044558, "total_loss": 1.2051846242684405} {"data_time": 0.013043150000157766, "eta_seconds": 87377.29948159648, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.3899472841318564, "fast_rcnn/fg_cls_accuracy": 0.6063849051137187, "iteration": 115059, "loss_box_reg": 0.24247783771716058, "loss_cls": 0.22907421365380287, "loss_mask": 0.27459068316966295, "loss_rpn_cls": 0.042634602956241, "loss_rpn_loc": 0.06853006502205972, "loss_sem_seg": 0.3699594861827791, "lr": 0.02, "mask_rcnn/accuracy": 0.8895549285734887, "mask_rcnn/false_negative": 0.08594769567473784, "mask_rcnn/false_positive": 0.12693677041817125, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5579544929933036, "total_loss": 1.2651666918827686} {"data_time": 0.012881244001619052, "eta_seconds": 87366.02069812643, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.35918674698795183, "fast_rcnn/fg_cls_accuracy": 0.5867486338797814, "iteration": 115079, "loss_box_reg": 0.2303152810782194, "loss_cls": 0.20979935256764293, "loss_mask": 0.25275845965370536, "loss_rpn_cls": 0.04141624865587801, "loss_rpn_loc": 0.08005685874377377, "loss_sem_seg": 0.3055920288898051, "lr": 0.02, "mask_rcnn/accuracy": 0.8831255763000923, "mask_rcnn/false_negative": 0.10963539327334881, "mask_rcnn/false_positive": 0.1238604230633011, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.560739182998077, "total_loss": 1.1541341985284816} {"data_time": 0.012647165494854562, "eta_seconds": 87344.59589853924, "fast_rcnn/cls_accuracy": 0.9091796875, "fast_rcnn/false_negative": 0.4011173184357542, "fast_rcnn/fg_cls_accuracy": 0.5865306783228104, "iteration": 115099, "loss_box_reg": 0.24418464256450534, "loss_cls": 0.22555895784171298, "loss_mask": 0.2682974077761173, "loss_rpn_cls": 0.049016912293154746, "loss_rpn_loc": 0.08041040261741728, "loss_sem_seg": 0.374264121055603, "lr": 0.02, "mask_rcnn/accuracy": 0.8844488402921924, "mask_rcnn/false_negative": 0.09253068342223839, "mask_rcnn/false_positive": 0.13009783120954205, "roi_head/num_bg_samples": 431.0, "roi_head/num_fg_samples": 81.0, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.5658795635026763, "total_loss": 1.2242494960082695} {"data_time": 0.011976564004726242, "eta_seconds": 87350.19441505213, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.3896842386941397, "fast_rcnn/fg_cls_accuracy": 0.5671768707482994, "iteration": 115119, "loss_box_reg": 0.2262813402339816, "loss_cls": 0.2147050448693335, "loss_mask": 0.2564708115532994, "loss_rpn_cls": 0.046888944394595455, "loss_rpn_loc": 0.08464081474812701, "loss_sem_seg": 0.3404668737202883, "lr": 0.02, "mask_rcnn/accuracy": 0.8799215649801588, "mask_rcnn/false_negative": 0.10129734566702911, "mask_rcnn/false_positive": 0.12771333263658866, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5713575795016368, "total_loss": 1.187548512367357} {"data_time": 0.012553948494314682, "eta_seconds": 87338.914762362, "fast_rcnn/cls_accuracy": 0.9140625, "fast_rcnn/false_negative": 0.4807527539779682, "fast_rcnn/fg_cls_accuracy": 0.45949835526315785, "iteration": 115139, "loss_box_reg": 0.227242365013808, "loss_cls": 0.22299225023016334, "loss_mask": 0.273149779997766, "loss_rpn_cls": 0.046686490866704844, "loss_rpn_loc": 0.07870671682758257, "loss_sem_seg": 0.33491572295315564, "lr": 0.02, "mask_rcnn/accuracy": 0.8786411366872331, "mask_rcnn/false_negative": 0.10473447666184543, "mask_rcnn/false_positive": 0.13985890809761375, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.565224018500885, "total_loss": 1.2106352667615283} {"data_time": 0.012668545998167247, "eta_seconds": 87331.48824981794, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.36278158017143997, "fast_rcnn/fg_cls_accuracy": 0.5982447817836811, "iteration": 115159, "loss_box_reg": 0.23553642421029508, "loss_cls": 0.2207227861508727, "loss_mask": 0.2580771613866091, "loss_rpn_cls": 0.044762694742530584, "loss_rpn_loc": 0.08483176518348046, "loss_sem_seg": 0.3330640329513699, "lr": 0.02, "mask_rcnn/accuracy": 0.8868988443591723, "mask_rcnn/false_negative": 0.09443212144794658, "mask_rcnn/false_positive": 0.12538626471705194, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5720529594982509, "total_loss": 1.2233716721239034} {"data_time": 0.012335431994870305, "eta_seconds": 87290.66825187465, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.32875, "fast_rcnn/fg_cls_accuracy": 0.6554761904761905, "iteration": 115179, "loss_box_reg": 0.2480341293849051, "loss_cls": 0.2317204645369202, "loss_mask": 0.26126234605908394, "loss_rpn_cls": 0.04795159469358623, "loss_rpn_loc": 0.07739131920970976, "loss_sem_seg": 0.354475568048656, "lr": 0.02, "mask_rcnn/accuracy": 0.918776906985205, "mask_rcnn/false_negative": 0.08340958988459972, "mask_rcnn/false_positive": 0.11224498048676038, "roi_head/num_bg_samples": 464.0, "roi_head/num_fg_samples": 48.0, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5528620024997508, "total_loss": 1.2604393303627148} {"data_time": 0.011783154499426018, "eta_seconds": 87272.32757458248, "fast_rcnn/cls_accuracy": 0.912109375, "fast_rcnn/false_negative": 0.3690497494631353, "fast_rcnn/fg_cls_accuracy": 0.573447255997371, "iteration": 115199, "loss_box_reg": 0.24623671919107437, "loss_cls": 0.22911471500992775, "loss_mask": 0.25900031393393874, "loss_rpn_cls": 0.048723404222982936, "loss_rpn_loc": 0.0794429539819248, "loss_sem_seg": 0.3409176832064986, "lr": 0.02, "mask_rcnn/accuracy": 0.8806900811505705, "mask_rcnn/false_negative": 0.10013718050322824, "mask_rcnn/false_positive": 0.1379504605095822, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.5714212915045209, "total_loss": 1.2039716499275528} {"data_time": 0.013265179011796135, "eta_seconds": 87254.90270447229, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.35575517580460836, "fast_rcnn/fg_cls_accuracy": 0.598889555822329, "iteration": 115219, "loss_box_reg": 0.2363619338721037, "loss_cls": 0.22188063547946513, "loss_mask": 0.25513823283836246, "loss_rpn_cls": 0.043586320825852454, "loss_rpn_loc": 0.07272428862052038, "loss_sem_seg": 0.35338892601430416, "lr": 0.02, "mask_rcnn/accuracy": 0.8882384171942889, "mask_rcnn/false_negative": 0.10586863911847638, "mask_rcnn/false_positive": 0.11972220975762929, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.561366336500214, "total_loss": 1.191442452633055} {"data_time": 0.013271133502712473, "eta_seconds": 87236.96886489191, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.4039517364657814, "fast_rcnn/fg_cls_accuracy": 0.5728806907378337, "iteration": 115239, "loss_box_reg": 0.2460355971707031, "loss_cls": 0.21865693340077996, "loss_mask": 0.26192462630569935, "loss_rpn_cls": 0.04506216791924089, "loss_rpn_loc": 0.0816038642951753, "loss_sem_seg": 0.3256440586410463, "lr": 0.02, "mask_rcnn/accuracy": 0.8708126595072924, "mask_rcnn/false_negative": 0.10907836291144926, "mask_rcnn/false_positive": 0.1394688375862012, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5605273439941811, "total_loss": 1.1804168783710338} {"data_time": 0.013399616502283607, "eta_seconds": 87222.23485769844, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.28655172413793106, "fast_rcnn/fg_cls_accuracy": 0.6918079096045198, "iteration": 115259, "loss_box_reg": 0.2209415645338595, "loss_cls": 0.19699640711769462, "loss_mask": 0.2465224857442081, "loss_rpn_cls": 0.04276672448031604, "loss_rpn_loc": 0.07695557217812166, "loss_sem_seg": 0.30631840880960226, "lr": 0.02, "mask_rcnn/accuracy": 0.9091312500086822, "mask_rcnn/false_negative": 0.0661260201762289, "mask_rcnn/false_positive": 0.12374416441566169, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.5655642285055364, "total_loss": 1.0934196101152338} {"data_time": 0.012663553497986868, "eta_seconds": 87193.79911253226, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.34767152506221116, "fast_rcnn/fg_cls_accuracy": 0.6160965323336458, "iteration": 115279, "loss_box_reg": 0.22554288851097226, "loss_cls": 0.21434866124764085, "loss_mask": 0.2708936929702759, "loss_rpn_cls": 0.046202283061575145, "loss_rpn_loc": 0.06707066085073166, "loss_sem_seg": 0.3107107589021325, "lr": 0.02, "mask_rcnn/accuracy": 0.8931780644950288, "mask_rcnn/false_negative": 0.0992833469009978, "mask_rcnn/false_positive": 0.13014154405334544, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5605471325034159, "total_loss": 1.1913150734617375} {"data_time": 0.013288160997035448, "eta_seconds": 87199.6882191585, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.3714594807238395, "fast_rcnn/fg_cls_accuracy": 0.6285405192761605, "iteration": 115299, "loss_box_reg": 0.2346165138296783, "loss_cls": 0.19924966152757406, "loss_mask": 0.2552542584016919, "loss_rpn_cls": 0.04454511194489896, "loss_rpn_loc": 0.07379453128669411, "loss_sem_seg": 0.2981470406521112, "lr": 0.02, "mask_rcnn/accuracy": 0.9057914423438087, "mask_rcnn/false_negative": 0.07769595806468635, "mask_rcnn/false_positive": 0.1316107148732107, "roi_head/num_bg_samples": 457.75, "roi_head/num_fg_samples": 54.25, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5698625064978842, "total_loss": 1.0949125863262452} {"data_time": 0.011645491998933721, "eta_seconds": 87192.66615339601, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.24585158635337848, "fast_rcnn/fg_cls_accuracy": 0.692082304526749, "iteration": 115319, "loss_box_reg": 0.2195365489460528, "loss_cls": 0.2074123863130808, "loss_mask": 0.2620667698793113, "loss_rpn_cls": 0.03982879596151179, "loss_rpn_loc": 0.07367065444123, "loss_sem_seg": 0.32655676174908876, "lr": 0.02, "mask_rcnn/accuracy": 0.8964123378424207, "mask_rcnn/false_negative": 0.0924079451700764, "mask_rcnn/false_positive": 0.10456142570828499, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.5761754509949242, "total_loss": 1.1189334341179347} {"data_time": 0.012776808500348125, "eta_seconds": 87196.4750561435, "fast_rcnn/cls_accuracy": 0.9033203125, "fast_rcnn/false_negative": 0.3773905652358691, "fast_rcnn/fg_cls_accuracy": 0.546048404369244, "iteration": 115339, "loss_box_reg": 0.25973567785695195, "loss_cls": 0.2339981528930366, "loss_mask": 0.25897036865353584, "loss_rpn_cls": 0.0453389473259449, "loss_rpn_loc": 0.07455065310932696, "loss_sem_seg": 0.3028326006606221, "lr": 0.02, "mask_rcnn/accuracy": 0.8910100613093814, "mask_rcnn/false_negative": 0.09289974658635308, "mask_rcnn/false_positive": 0.1313631484340707, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5642293840064667, "total_loss": 1.1633761912817135} {"data_time": 0.0127412580040982, "eta_seconds": 87185.19923676355, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.32751755792733506, "fast_rcnn/fg_cls_accuracy": 0.6297399783315276, "iteration": 115359, "loss_box_reg": 0.24029671400785446, "loss_cls": 0.22216970566660166, "loss_mask": 0.26638142904266715, "loss_rpn_cls": 0.050457466481020674, "loss_rpn_loc": 0.06555411929730326, "loss_sem_seg": 0.35387491062283516, "lr": 0.02, "mask_rcnn/accuracy": 0.8918426453525334, "mask_rcnn/false_negative": 0.08800162403358944, "mask_rcnn/false_positive": 0.11665232765570285, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5522745719936211, "total_loss": 1.2250016358593712} {"data_time": 0.013284182008646894, "eta_seconds": 87186.75355930526, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.27865497076023393, "fast_rcnn/fg_cls_accuracy": 0.6401137980085349, "iteration": 115379, "loss_box_reg": 0.2456888286396861, "loss_cls": 0.20848468551412225, "loss_mask": 0.24992645252496004, "loss_rpn_cls": 0.0418352639535442, "loss_rpn_loc": 0.07547533576143906, "loss_sem_seg": 0.32615829072892666, "lr": 0.02, "mask_rcnn/accuracy": 0.9063225242901907, "mask_rcnn/false_negative": 0.08021186355333526, "mask_rcnn/false_positive": 0.10632521228454372, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5720978589961305, "total_loss": 1.1609173743490828} {"data_time": 0.0119483995003975, "eta_seconds": 87175.47608036523, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.25881159420289856, "fast_rcnn/fg_cls_accuracy": 0.7034229595728452, "iteration": 115399, "loss_box_reg": 0.23754196031950414, "loss_cls": 0.22533098445273936, "loss_mask": 0.24897029995918274, "loss_rpn_cls": 0.0492439848894719, "loss_rpn_loc": 0.08425224287202582, "loss_sem_seg": 0.3535210182890296, "lr": 0.02, "mask_rcnn/accuracy": 0.8974176766998665, "mask_rcnn/false_negative": 0.08012714337061959, "mask_rcnn/false_positive": 0.09352617714424116, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5687246175002656, "total_loss": 1.1893740053928923} {"data_time": 0.01336221800011117, "eta_seconds": 87156.15227293925, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.3673293323330833, "fast_rcnn/fg_cls_accuracy": 0.581214421252372, "iteration": 115419, "loss_box_reg": 0.22072250861674547, "loss_cls": 0.20458771707490087, "loss_mask": 0.24247861746698618, "loss_rpn_cls": 0.04869528452400118, "loss_rpn_loc": 0.07631670746195596, "loss_sem_seg": 0.34678093902766705, "lr": 0.02, "mask_rcnn/accuracy": 0.8792216828861175, "mask_rcnn/false_negative": 0.10734678431041364, "mask_rcnn/false_positive": 0.11346120435195431, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.561053166500642, "total_loss": 1.1728782026912086} {"data_time": 0.012702892498055007, "eta_seconds": 87152.92112248518, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3093250203307129, "fast_rcnn/fg_cls_accuracy": 0.6737191650853891, "iteration": 115439, "loss_box_reg": 0.24121757131069899, "loss_cls": 0.2280247979797423, "loss_mask": 0.26718839816749096, "loss_rpn_cls": 0.045862531071179546, "loss_rpn_loc": 0.08424787750118412, "loss_sem_seg": 0.31484678748529404, "lr": 0.02, "mask_rcnn/accuracy": 0.8899686302902772, "mask_rcnn/false_negative": 0.10479379198399122, "mask_rcnn/false_positive": 0.13300790690900396, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5655044605009607, "total_loss": 1.1960001423867652} {"data_time": 0.013063509999483358, "eta_seconds": 87162.28599411728, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.3662063152434676, "fast_rcnn/fg_cls_accuracy": 0.5844863731656185, "iteration": 115459, "loss_box_reg": 0.2412040417548269, "loss_cls": 0.22001134185120463, "loss_mask": 0.25182925909757614, "loss_rpn_cls": 0.045675345783820376, "loss_rpn_loc": 0.06990726699586958, "loss_sem_seg": 0.3297839271835983, "lr": 0.02, "mask_rcnn/accuracy": 0.8880144915108901, "mask_rcnn/false_negative": 0.11932830891356672, "mask_rcnn/false_positive": 0.0985846556849486, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5690081790016848, "total_loss": 1.1787105700932443} {"data_time": 0.011792323501140345, "eta_seconds": 87160.94247190305, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.33213429256594723, "fast_rcnn/fg_cls_accuracy": 0.6182565789473684, "iteration": 115479, "loss_box_reg": 0.22965989354997873, "loss_cls": 0.22261894680559635, "loss_mask": 0.2695218836888671, "loss_rpn_cls": 0.04066947667161003, "loss_rpn_loc": 0.0786329367547296, "loss_sem_seg": 0.3052549702115357, "lr": 0.02, "mask_rcnn/accuracy": 0.9033185642678124, "mask_rcnn/false_negative": 0.08411720977034123, "mask_rcnn/false_positive": 0.09602244671908794, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5611582709971117, "total_loss": 1.1958538432809291} {"data_time": 0.011811283504357561, "eta_seconds": 87150.71171877545, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.24932984635501798, "fast_rcnn/fg_cls_accuracy": 0.6502151605428665, "iteration": 115499, "loss_box_reg": 0.23955379705876112, "loss_cls": 0.21340523124672472, "loss_mask": 0.2596267266198993, "loss_rpn_cls": 0.05078110157046467, "loss_rpn_loc": 0.07984974340070039, "loss_sem_seg": 0.30804836517199874, "lr": 0.02, "mask_rcnn/accuracy": 0.8889742326457791, "mask_rcnn/false_negative": 0.08996122597452834, "mask_rcnn/false_positive": 0.1420848382917968, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 236.0, "rpn/num_pos_anchors": 20.0, "time": 0.5670150514997658, "total_loss": 1.130321094955434} {"data_time": 0.012503742000262719, "eta_seconds": 87138.37959890277, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.4492115027829313, "fast_rcnn/fg_cls_accuracy": 0.5102272727272728, "iteration": 115519, "loss_box_reg": 0.22859479766339064, "loss_cls": 0.23381564114242792, "loss_mask": 0.26131533458828926, "loss_rpn_cls": 0.03945211978862062, "loss_rpn_loc": 0.07437192305224016, "loss_sem_seg": 0.30390741489827633, "lr": 0.02, "mask_rcnn/accuracy": 0.8850081570522024, "mask_rcnn/false_negative": 0.102616177343481, "mask_rcnn/false_positive": 0.13482680617806148, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5523409079978592, "total_loss": 1.161389062719536} {"data_time": 0.013014644500799477, "eta_seconds": 87130.8175057373, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.3469195587839655, "fast_rcnn/fg_cls_accuracy": 0.6262106537530266, "iteration": 115539, "loss_box_reg": 0.241482384968549, "loss_cls": 0.22936521493829787, "loss_mask": 0.2622063085436821, "loss_rpn_cls": 0.044653324424871244, "loss_rpn_loc": 0.1048451429232955, "loss_sem_seg": 0.3266349076293409, "lr": 0.02, "mask_rcnn/accuracy": 0.8846806909074193, "mask_rcnn/false_negative": 0.11300703652607252, "mask_rcnn/false_positive": 0.13210184768899824, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5645204500033287, "total_loss": 1.2299380846961867} {"data_time": 0.013217471998359542, "eta_seconds": 87110.45453378081, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.3093711843711844, "fast_rcnn/fg_cls_accuracy": 0.6705076300218, "iteration": 115559, "loss_box_reg": 0.23485458246432245, "loss_cls": 0.22855324111878872, "loss_mask": 0.25018805265426636, "loss_rpn_cls": 0.04397341050207615, "loss_rpn_loc": 0.07386977644637227, "loss_sem_seg": 0.32855965569615364, "lr": 0.02, "mask_rcnn/accuracy": 0.9007623328773562, "mask_rcnn/false_negative": 0.09016460525529124, "mask_rcnn/false_positive": 0.12173156957936694, "roi_head/num_bg_samples": 429.0, "roi_head/num_fg_samples": 83.0, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5594203125001513, "total_loss": 1.175300107221119} {"data_time": 0.011779115993704181, "eta_seconds": 87094.60509183702, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.3685943954449034, "fast_rcnn/fg_cls_accuracy": 0.5743853630646083, "iteration": 115579, "loss_box_reg": 0.2306412593461573, "loss_cls": 0.21560894511640072, "loss_mask": 0.2589758886024356, "loss_rpn_cls": 0.049729940481483936, "loss_rpn_loc": 0.07926841975131538, "loss_sem_seg": 0.31803781632333994, "lr": 0.02, "mask_rcnn/accuracy": 0.887336405529954, "mask_rcnn/false_negative": 0.09377449953751996, "mask_rcnn/false_positive": 0.1280335624214083, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5699711359993671, "total_loss": 1.2019181046634912} {"data_time": 0.012588622004841454, "eta_seconds": 87062.70129096495, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.34851581508515816, "fast_rcnn/fg_cls_accuracy": 0.6057513914656771, "iteration": 115599, "loss_box_reg": 0.22097116149961948, "loss_cls": 0.2002534312196076, "loss_mask": 0.25376553321257234, "loss_rpn_cls": 0.047615487506845966, "loss_rpn_loc": 0.07485912332776934, "loss_sem_seg": 0.3150838525034487, "lr": 0.02, "mask_rcnn/accuracy": 0.877449212561737, "mask_rcnn/false_negative": 0.09844182828999537, "mask_rcnn/false_positive": 0.14677586443214544, "roi_head/num_bg_samples": 456.75, "roi_head/num_fg_samples": 55.25, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5596191174990963, "total_loss": 1.1759483834321145} {"data_time": 0.013127684003848117, "eta_seconds": 87076.61230748062, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.4023121387283237, "fast_rcnn/fg_cls_accuracy": 0.5649058149058149, "iteration": 115619, "loss_box_reg": 0.2298268082085997, "loss_cls": 0.21543235564604402, "loss_mask": 0.25994647946208715, "loss_rpn_cls": 0.04431154939811677, "loss_rpn_loc": 0.07477761170594022, "loss_sem_seg": 0.3481002887710929, "lr": 0.02, "mask_rcnn/accuracy": 0.8735721026215364, "mask_rcnn/false_negative": 0.10337889279642737, "mask_rcnn/false_positive": 0.14158153107409877, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5670318815027713, "total_loss": 1.1834209702792577} {"data_time": 0.013084006997814868, "eta_seconds": 87071.74071120509, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3407770515613653, "fast_rcnn/fg_cls_accuracy": 0.6258867053592642, "iteration": 115639, "loss_box_reg": 0.2380862501449883, "loss_cls": 0.2222123872488737, "loss_mask": 0.26447119330987334, "loss_rpn_cls": 0.0458225603797473, "loss_rpn_loc": 0.07089711172739044, "loss_sem_seg": 0.3497550308238715, "lr": 0.02, "mask_rcnn/accuracy": 0.8889709385056367, "mask_rcnn/false_negative": 0.11628208912910012, "mask_rcnn/false_positive": 0.09622371687595224, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5617997890003608, "total_loss": 1.2111738132080063} {"data_time": 0.012749313995300326, "eta_seconds": 87071.65133048262, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.3753048780487805, "fast_rcnn/fg_cls_accuracy": 0.5880056323604711, "iteration": 115659, "loss_box_reg": 0.25247466284781694, "loss_cls": 0.23636724427342415, "loss_mask": 0.2713667955249548, "loss_rpn_cls": 0.04871239067870192, "loss_rpn_loc": 0.08579668021411635, "loss_sem_seg": 0.3356678462587297, "lr": 0.02, "mask_rcnn/accuracy": 0.8973240951432837, "mask_rcnn/false_negative": 0.09618548461698478, "mask_rcnn/false_positive": 0.12933198862713027, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5739581919988268, "total_loss": 1.2540591452852823} {"data_time": 0.012218979994941037, "eta_seconds": 87068.09732000387, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.350383631713555, "fast_rcnn/fg_cls_accuracy": 0.5656272147413182, "iteration": 115679, "loss_box_reg": 0.22648122743703425, "loss_cls": 0.21058767999056727, "loss_mask": 0.26100645447149873, "loss_rpn_cls": 0.04125573169221752, "loss_rpn_loc": 0.0633348966948688, "loss_sem_seg": 0.3426379363518208, "lr": 0.02, "mask_rcnn/accuracy": 0.8814256192968839, "mask_rcnn/false_negative": 0.08561679376510449, "mask_rcnn/false_positive": 0.13570507736274046, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5631279105000431, "total_loss": 1.1292747549596243} {"data_time": 0.012780306497006677, "eta_seconds": 87096.028664465, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.3658322353974528, "fast_rcnn/fg_cls_accuracy": 0.6019794980558502, "iteration": 115699, "loss_box_reg": 0.24840590916574, "loss_cls": 0.2300384733825922, "loss_mask": 0.26589147560298443, "loss_rpn_cls": 0.04597039899090305, "loss_rpn_loc": 0.0787540779565461, "loss_sem_seg": 0.3186246221885085, "lr": 0.02, "mask_rcnn/accuracy": 0.894462008168684, "mask_rcnn/false_negative": 0.09772762405781671, "mask_rcnn/false_positive": 0.10997547680673248, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5703175579983508, "total_loss": 1.1798965210618917} {"data_time": 0.013084178499411792, "eta_seconds": 87116.94000700561, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.411121903836814, "fast_rcnn/fg_cls_accuracy": 0.5768872320596459, "iteration": 115719, "loss_box_reg": 0.22874819091521204, "loss_cls": 0.2176528291311115, "loss_mask": 0.2607230506837368, "loss_rpn_cls": 0.04827341056079604, "loss_rpn_loc": 0.07769957184791565, "loss_sem_seg": 0.315078885294497, "lr": 0.02, "mask_rcnn/accuracy": 0.8869810739493573, "mask_rcnn/false_negative": 0.0934209588954856, "mask_rcnn/false_positive": 0.14765168488654817, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.5658068359989556, "total_loss": 1.1651728537981398} {"data_time": 0.012662540997553151, "eta_seconds": 87116.82262585555, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.3325541125541126, "fast_rcnn/fg_cls_accuracy": 0.6399360578259661, "iteration": 115739, "loss_box_reg": 0.2390846898779273, "loss_cls": 0.20538697950541973, "loss_mask": 0.24847860960289836, "loss_rpn_cls": 0.04115856869611889, "loss_rpn_loc": 0.06996000002254732, "loss_sem_seg": 0.3497769273817539, "lr": 0.02, "mask_rcnn/accuracy": 0.8918913994169095, "mask_rcnn/false_negative": 0.09619349701872333, "mask_rcnn/false_positive": 0.12466698360160836, "roi_head/num_bg_samples": 430.5, "roi_head/num_fg_samples": 81.5, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.564716759006842, "total_loss": 1.17425219915458} {"data_time": 0.013537283004552592, "eta_seconds": 87105.52789515552, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.3771636414670659, "fast_rcnn/fg_cls_accuracy": 0.5855983345808383, "iteration": 115759, "loss_box_reg": 0.24975742166861892, "loss_cls": 0.22913880553096533, "loss_mask": 0.26572063006460667, "loss_rpn_cls": 0.04742694458400365, "loss_rpn_loc": 0.08124611887615174, "loss_sem_seg": 0.34492466296069324, "lr": 0.02, "mask_rcnn/accuracy": 0.8711672338518117, "mask_rcnn/false_negative": 0.10566366447969741, "mask_rcnn/false_positive": 0.13076334348365987, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.5686681724982918, "total_loss": 1.216611362528056} {"data_time": 0.01336976850143401, "eta_seconds": 87142.09619018043, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3432233146067416, "fast_rcnn/fg_cls_accuracy": 0.6015502773431944, "iteration": 115779, "loss_box_reg": 0.24301033047959208, "loss_cls": 0.22175183333456516, "loss_mask": 0.271206914447248, "loss_rpn_cls": 0.04666030837688595, "loss_rpn_loc": 0.09476937429280952, "loss_sem_seg": 0.3522895462810993, "lr": 0.02, "mask_rcnn/accuracy": 0.8865379205214668, "mask_rcnn/false_negative": 0.10880911446037385, "mask_rcnn/false_positive": 0.1324478277634823, "roi_head/num_bg_samples": 459.75, "roi_head/num_fg_samples": 52.25, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.570679504002328, "total_loss": 1.217094020685181} {"data_time": 0.012725038002827205, "eta_seconds": 87078.44439965437, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.32566230717639166, "fast_rcnn/fg_cls_accuracy": 0.6077577064479638, "iteration": 115799, "loss_box_reg": 0.24374585039913654, "loss_cls": 0.23633761337259784, "loss_mask": 0.27157344203442335, "loss_rpn_cls": 0.04702437971718609, "loss_rpn_loc": 0.07609451824100688, "loss_sem_seg": 0.3147902344353497, "lr": 0.02, "mask_rcnn/accuracy": 0.8808299547497571, "mask_rcnn/false_negative": 0.10047566585420875, "mask_rcnn/false_positive": 0.14473637203941828, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5674610095011303, "total_loss": 1.1996766437368933} {"data_time": 0.011933731999306474, "eta_seconds": 87067.15025183436, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.3276512403888002, "fast_rcnn/fg_cls_accuracy": 0.5964601769911504, "iteration": 115819, "loss_box_reg": 0.25700690411031246, "loss_cls": 0.2341200327500701, "loss_mask": 0.2659159987233579, "loss_rpn_cls": 0.05306735059275525, "loss_rpn_loc": 0.09659811139135854, "loss_sem_seg": 0.3504243725910783, "lr": 0.02, "mask_rcnn/accuracy": 0.8778551148309599, "mask_rcnn/false_negative": 0.11044435815339299, "mask_rcnn/false_positive": 0.11700541712048732, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5708098324976163, "total_loss": 1.2818723658638191} {"data_time": 0.012694206001469865, "eta_seconds": 87080.24853623494, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3682865557865558, "fast_rcnn/fg_cls_accuracy": 0.6169090056285178, "iteration": 115839, "loss_box_reg": 0.22031090315431356, "loss_cls": 0.2060490227304399, "loss_mask": 0.25283334823325276, "loss_rpn_cls": 0.04163335413613822, "loss_rpn_loc": 0.06886532678618096, "loss_sem_seg": 0.3396334587596357, "lr": 0.02, "mask_rcnn/accuracy": 0.8959865363839516, "mask_rcnn/false_negative": 0.10122276462278355, "mask_rcnn/false_positive": 0.09758597324555954, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 237.75, "rpn/num_pos_anchors": 18.25, "time": 0.5571356029977323, "total_loss": 1.1345866287010722} {"data_time": 0.013654610003868584, "eta_seconds": 87068.95122387497, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.3333333333333333, "fast_rcnn/fg_cls_accuracy": 0.6207689477557027, "iteration": 115859, "loss_box_reg": 0.21649062633514404, "loss_cls": 0.21008159627672285, "loss_mask": 0.2389762494713068, "loss_rpn_cls": 0.034939294622745365, "loss_rpn_loc": 0.06578944867942482, "loss_sem_seg": 0.32800857350230217, "lr": 0.02, "mask_rcnn/accuracy": 0.8971892225418536, "mask_rcnn/false_negative": 0.08898415645062269, "mask_rcnn/false_positive": 0.12278871061846525, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5529386480047833, "total_loss": 1.1618513666617218} {"data_time": 0.012113623997720424, "eta_seconds": 87090.12736040834, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.3696772863181771, "fast_rcnn/fg_cls_accuracy": 0.5931588902900378, "iteration": 115879, "loss_box_reg": 0.26279144966974854, "loss_cls": 0.2386305551044643, "loss_mask": 0.24812593962997198, "loss_rpn_cls": 0.04399528171052225, "loss_rpn_loc": 0.08746599312871695, "loss_sem_seg": 0.3216484924778342, "lr": 0.02, "mask_rcnn/accuracy": 0.8920813832362564, "mask_rcnn/false_negative": 0.088251044933716, "mask_rcnn/false_positive": 0.1203746801533627, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5689684975004639, "total_loss": 1.2092818249366246} {"data_time": 0.012933742000313941, "eta_seconds": 87161.1200823577, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.3453375555855006, "fast_rcnn/fg_cls_accuracy": 0.5865853658536585, "iteration": 115899, "loss_box_reg": 0.23325436748564243, "loss_cls": 0.22303877817466855, "loss_mask": 0.2526567564345896, "loss_rpn_cls": 0.04387376866361592, "loss_rpn_loc": 0.07344842271413654, "loss_sem_seg": 0.3244949341751635, "lr": 0.02, "mask_rcnn/accuracy": 0.885983847163599, "mask_rcnn/false_negative": 0.09967781586231664, "mask_rcnn/false_positive": 0.12014162143124871, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5763704044948099, "total_loss": 1.1333697634399869} {"data_time": 0.011909811997611541, "eta_seconds": 87153.66822130716, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.36551680777936124, "fast_rcnn/fg_cls_accuracy": 0.5881591562799617, "iteration": 115919, "loss_box_reg": 0.22519590565934777, "loss_cls": 0.23965143831446767, "loss_mask": 0.25883913319557905, "loss_rpn_cls": 0.03357867314480245, "loss_rpn_loc": 0.09239416691707447, "loss_sem_seg": 0.36662324192002416, "lr": 0.02, "mask_rcnn/accuracy": 0.8752945565555144, "mask_rcnn/false_negative": 0.09968716905867095, "mask_rcnn/false_positive": 0.13552744788914, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5609260875062319, "total_loss": 1.1989117969933432} {"data_time": 0.011947222003072966, "eta_seconds": 87118.19921132879, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.327217125382263, "fast_rcnn/fg_cls_accuracy": 0.6168056899301833, "iteration": 115939, "loss_box_reg": 0.22218509833328426, "loss_cls": 0.20257760817185044, "loss_mask": 0.2556979674845934, "loss_rpn_cls": 0.05261630084714852, "loss_rpn_loc": 0.07821564038749784, "loss_sem_seg": 0.3085792912170291, "lr": 0.02, "mask_rcnn/accuracy": 0.8975792289471535, "mask_rcnn/false_negative": 0.07852254928415811, "mask_rcnn/false_positive": 0.14901697539555495, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5567730490074609, "total_loss": 1.1782675969734555} {"data_time": 0.013248842500615865, "eta_seconds": 87127.18346153796, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.2514705882352941, "fast_rcnn/fg_cls_accuracy": 0.6682711253729663, "iteration": 115959, "loss_box_reg": 0.22071571834385395, "loss_cls": 0.20687801530584693, "loss_mask": 0.255238170735538, "loss_rpn_cls": 0.04761688600410707, "loss_rpn_loc": 0.08219241158803925, "loss_sem_seg": 0.32710073608905077, "lr": 0.02, "mask_rcnn/accuracy": 0.9038559559924356, "mask_rcnn/false_negative": 0.09375242415511566, "mask_rcnn/false_positive": 0.08304220052297749, "roi_head/num_bg_samples": 466.5, "roi_head/num_fg_samples": 45.5, "rpn/num_neg_anchors": 237.5, "rpn/num_pos_anchors": 18.5, "time": 0.5794722939972416, "total_loss": 1.1298186978092417} {"data_time": 0.01251759900333127, "eta_seconds": 87124.21603673516, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.36125319693094626, "fast_rcnn/fg_cls_accuracy": 0.6082693947144076, "iteration": 115979, "loss_box_reg": 0.23381288349628448, "loss_cls": 0.20388707658275962, "loss_mask": 0.2598168505355716, "loss_rpn_cls": 0.046565274882595986, "loss_rpn_loc": 0.060422543494496495, "loss_sem_seg": 0.2860120120458305, "lr": 0.02, "mask_rcnn/accuracy": 0.8856129951980792, "mask_rcnn/false_negative": 0.09727204842017548, "mask_rcnn/false_positive": 0.12121186533028844, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5589240484987386, "total_loss": 1.1144440148491412} {"data_time": 0.01243746500404086, "eta_seconds": 87112.90274620507, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.38993615080571603, "fast_rcnn/fg_cls_accuracy": 0.5655708731000353, "iteration": 115999, "loss_box_reg": 0.24914101045578718, "loss_cls": 0.2276849343907088, "loss_mask": 0.260209480766207, "loss_rpn_cls": 0.047446957614738494, "loss_rpn_loc": 0.08429629259626381, "loss_sem_seg": 0.30856538098305464, "lr": 0.02, "mask_rcnn/accuracy": 0.8756816288165705, "mask_rcnn/false_negative": 0.09931825926410331, "mask_rcnn/false_positive": 0.12398734820130303, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5724782749966835, "total_loss": 1.1619837151447427} {"data_time": 0.012013920495519415, "eta_seconds": 87072.96092300853, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.30901714635639926, "fast_rcnn/fg_cls_accuracy": 0.665920716112532, "iteration": 116019, "loss_box_reg": 0.23750140704214573, "loss_cls": 0.22593337623402476, "loss_mask": 0.25579304806888103, "loss_rpn_cls": 0.045579167854157276, "loss_rpn_loc": 0.07453850470483303, "loss_sem_seg": 0.3604787534568459, "lr": 0.02, "mask_rcnn/accuracy": 0.883553722488541, "mask_rcnn/false_negative": 0.08535555685208901, "mask_rcnn/false_positive": 0.13232686043376005, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5601313079969259, "total_loss": 1.2343579788866919} {"data_time": 0.01291983949340647, "eta_seconds": 86947.40166535512, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.3722334004024145, "fast_rcnn/fg_cls_accuracy": 0.570550576184379, "iteration": 116039, "loss_box_reg": 0.22296997904777527, "loss_cls": 0.21280543319880962, "loss_mask": 0.2697775876149535, "loss_rpn_cls": 0.050757346354657784, "loss_rpn_loc": 0.07755897435708903, "loss_sem_seg": 0.3118007129523903, "lr": 0.02, "mask_rcnn/accuracy": 0.8916367898510755, "mask_rcnn/false_negative": 0.08790498810698025, "mask_rcnn/false_positive": 0.11218537255810752, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.556524427003751, "total_loss": 1.1481360442994628} {"data_time": 0.012887762997706886, "eta_seconds": 86988.41362298856, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.2931798986486487, "fast_rcnn/fg_cls_accuracy": 0.5953962703962704, "iteration": 116059, "loss_box_reg": 0.22866628412157297, "loss_cls": 0.22047823993489146, "loss_mask": 0.25006160885095596, "loss_rpn_cls": 0.041475863952655345, "loss_rpn_loc": 0.07515485084149987, "loss_sem_seg": 0.3357234299182892, "lr": 0.02, "mask_rcnn/accuracy": 0.8852881101765031, "mask_rcnn/false_negative": 0.08166827820122684, "mask_rcnn/false_positive": 0.10691879191114385, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5748953014990548, "total_loss": 1.1754314810968935} {"data_time": 0.012645189999602735, "eta_seconds": 87059.3102198985, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.39540229885057476, "fast_rcnn/fg_cls_accuracy": 0.5632070135746606, "iteration": 116079, "loss_box_reg": 0.23177575506269932, "loss_cls": 0.21766871673753485, "loss_mask": 0.24899463914334774, "loss_rpn_cls": 0.04423405381385237, "loss_rpn_loc": 0.07359856634866446, "loss_sem_seg": 0.2886256701312959, "lr": 0.02, "mask_rcnn/accuracy": 0.8856073473226096, "mask_rcnn/false_negative": 0.10604620326296932, "mask_rcnn/false_positive": 0.12576142796450213, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5723311800029478, "total_loss": 1.1176139575691195} {"data_time": 0.011772262994782068, "eta_seconds": 87047.99801295859, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.3677548301132578, "fast_rcnn/fg_cls_accuracy": 0.6215538847117794, "iteration": 116099, "loss_box_reg": 0.2631115512922406, "loss_cls": 0.23410795908421278, "loss_mask": 0.26897940412163734, "loss_rpn_cls": 0.042862143251113594, "loss_rpn_loc": 0.07376619527349249, "loss_sem_seg": 0.35814530425705016, "lr": 0.02, "mask_rcnn/accuracy": 0.8976328293555185, "mask_rcnn/false_negative": 0.08968700531873285, "mask_rcnn/false_positive": 0.08986612497352364, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5821262524987105, "total_loss": 1.2477144349250011} {"data_time": 0.012159474994405173, "eta_seconds": 87036.68580601868, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.285490492653414, "fast_rcnn/fg_cls_accuracy": 0.6595365418894831, "iteration": 116119, "loss_box_reg": 0.24501266656443477, "loss_cls": 0.2355123709421605, "loss_mask": 0.260280329734087, "loss_rpn_cls": 0.04957618017215282, "loss_rpn_loc": 0.07723272567091044, "loss_sem_seg": 0.3307046452537179, "lr": 0.02, "mask_rcnn/accuracy": 0.8855516683569679, "mask_rcnn/false_negative": 0.08958414172899387, "mask_rcnn/false_positive": 0.13622402079782392, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5705845514967223, "total_loss": 1.1850881918071536} {"data_time": 0.013447528501274064, "eta_seconds": 87025.37359907877, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.3716582815428628, "fast_rcnn/fg_cls_accuracy": 0.5457464553794829, "iteration": 116139, "loss_box_reg": 0.23093813890591264, "loss_cls": 0.2198953740298748, "loss_mask": 0.2570308670401573, "loss_rpn_cls": 0.053878390055615455, "loss_rpn_loc": 0.0818173837615177, "loss_sem_seg": 0.31460518355015665, "lr": 0.02, "mask_rcnn/accuracy": 0.8824021869771881, "mask_rcnn/false_negative": 0.08707116265783707, "mask_rcnn/false_positive": 0.14794897378709987, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5660472964955261, "total_loss": 1.219286652689334} {"data_time": 0.0123894499920425, "eta_seconds": 86913.46453129129, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.33093732029902245, "fast_rcnn/fg_cls_accuracy": 0.5934389140271493, "iteration": 116159, "loss_box_reg": 0.22780895978212357, "loss_cls": 0.2093128173146397, "loss_mask": 0.2641771286725998, "loss_rpn_cls": 0.042647708469303325, "loss_rpn_loc": 0.08320265094516799, "loss_sem_seg": 0.3200956145301461, "lr": 0.02, "mask_rcnn/accuracy": 0.8852640125199016, "mask_rcnn/false_negative": 0.08475004934948344, "mask_rcnn/false_positive": 0.13881365278983748, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5615130349979154, "total_loss": 1.1691455094551202} {"data_time": 0.012601346003066283, "eta_seconds": 86950.9890352001, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.2964638157894737, "fast_rcnn/fg_cls_accuracy": 0.6954539027149321, "iteration": 116179, "loss_box_reg": 0.21572750946506858, "loss_cls": 0.22133787884376943, "loss_mask": 0.25288286805152893, "loss_rpn_cls": 0.04208837216719985, "loss_rpn_loc": 0.07754386847955175, "loss_sem_seg": 0.33644773392006755, "lr": 0.02, "mask_rcnn/accuracy": 0.9043583041594297, "mask_rcnn/false_negative": 0.07597312082067473, "mask_rcnn/false_positive": 0.11663464689526251, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.568990974999906, "total_loss": 1.1497935153311118} {"data_time": 0.011882472994329873, "eta_seconds": 86890.86627347152, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.39735454900429523, "fast_rcnn/fg_cls_accuracy": 0.5677655677655677, "iteration": 116199, "loss_box_reg": 0.22931878035888076, "loss_cls": 0.21180069795809686, "loss_mask": 0.24843266373500228, "loss_rpn_cls": 0.04599538422189653, "loss_rpn_loc": 0.0721154962957371, "loss_sem_seg": 0.2987397136166692, "lr": 0.02, "mask_rcnn/accuracy": 0.899686770071437, "mask_rcnn/false_negative": 0.07796498524453355, "mask_rcnn/false_positive": 0.12611719591707407, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5618648954987293, "total_loss": 1.1545387008227408} {"data_time": 0.012670866497501265, "eta_seconds": 86944.13501930061, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.3650756302521008, "fast_rcnn/fg_cls_accuracy": 0.6072085084033614, "iteration": 116219, "loss_box_reg": 0.2535713058896363, "loss_cls": 0.2326189368031919, "loss_mask": 0.26284292340278625, "loss_rpn_cls": 0.04056250314897625, "loss_rpn_loc": 0.07559953359304927, "loss_sem_seg": 0.2993357281666249, "lr": 0.02, "mask_rcnn/accuracy": 0.8760109414859694, "mask_rcnn/false_negative": 0.11561268123032434, "mask_rcnn/false_positive": 0.1375719352114349, "roi_head/num_bg_samples": 430.5, "roi_head/num_fg_samples": 81.5, "rpn/num_neg_anchors": 196.75, "rpn/num_pos_anchors": 59.25, "time": 0.5675092164892703, "total_loss": 1.1562424525618553} {"data_time": 0.0126773574957042, "eta_seconds": 86980.49263377885, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.3667412378821775, "fast_rcnn/fg_cls_accuracy": 0.6181246625009642, "iteration": 116239, "loss_box_reg": 0.24102465575560927, "loss_cls": 0.21431951178237796, "loss_mask": 0.25529956771060824, "loss_rpn_cls": 0.04446577446651645, "loss_rpn_loc": 0.08094750839518383, "loss_sem_seg": 0.33723487332463264, "lr": 0.02, "mask_rcnn/accuracy": 0.891712081442158, "mask_rcnn/false_negative": 0.09733365784784481, "mask_rcnn/false_positive": 0.11253150021007452, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.564943242497975, "total_loss": 1.1804260342323687} {"data_time": 0.01235369649657514, "eta_seconds": 86977.67386724416, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.38499658236500345, "fast_rcnn/fg_cls_accuracy": 0.5866916588566073, "iteration": 116259, "loss_box_reg": 0.2259515526238829, "loss_cls": 0.22139647509902716, "loss_mask": 0.2602094020694494, "loss_rpn_cls": 0.04162911372259259, "loss_rpn_loc": 0.07677533937385306, "loss_sem_seg": 0.38785010832361877, "lr": 0.02, "mask_rcnn/accuracy": 0.8915056208159656, "mask_rcnn/false_negative": 0.1074400816975043, "mask_rcnn/false_positive": 0.11814096258231485, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5722714625007939, "total_loss": 1.2115944997640327} {"data_time": 0.012643266498344019, "eta_seconds": 86996.90001746564, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.3292270531400966, "fast_rcnn/fg_cls_accuracy": 0.5819444444444444, "iteration": 116279, "loss_box_reg": 0.23870124015957117, "loss_cls": 0.22192019247449934, "loss_mask": 0.25843740813434124, "loss_rpn_cls": 0.04041621898068115, "loss_rpn_loc": 0.07647123801871203, "loss_sem_seg": 0.3234729927498847, "lr": 0.02, "mask_rcnn/accuracy": 0.8855859686827536, "mask_rcnn/false_negative": 0.10509084006917246, "mask_rcnn/false_positive": 0.11714808006038979, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5790433999936795, "total_loss": 1.1560657049703877} {"data_time": 0.012104451001505367, "eta_seconds": 86972.48096885203, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.3770949720670391, "fast_rcnn/fg_cls_accuracy": 0.6089385474860335, "iteration": 116299, "loss_box_reg": 0.2718363755848259, "loss_cls": 0.24093952449038625, "loss_mask": 0.26418173778802156, "loss_rpn_cls": 0.05426187560078688, "loss_rpn_loc": 0.0877332806121558, "loss_sem_seg": 0.35027158400043845, "lr": 0.02, "mask_rcnn/accuracy": 0.8832666850523994, "mask_rcnn/false_negative": 0.09445014955564437, "mask_rcnn/false_positive": 0.15246202142795365, "roi_head/num_bg_samples": 431.25, "roi_head/num_fg_samples": 80.75, "rpn/num_neg_anchors": 206.0, "rpn/num_pos_anchors": 50.0, "time": 0.5648031005039229, "total_loss": 1.3028292391099967} {"data_time": 0.012612383005034644, "eta_seconds": 87006.98055572379, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.38856860004658744, "fast_rcnn/fg_cls_accuracy": 0.5356145819216696, "iteration": 116319, "loss_box_reg": 0.24728803196921945, "loss_cls": 0.23185938014648855, "loss_mask": 0.2686648927628994, "loss_rpn_cls": 0.0452298320888076, "loss_rpn_loc": 0.0799253624281846, "loss_sem_seg": 0.337466140743345, "lr": 0.02, "mask_rcnn/accuracy": 0.9022564234556313, "mask_rcnn/false_negative": 0.09300024186199239, "mask_rcnn/false_positive": 0.11235930894874029, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5905002559957211, "total_loss": 1.2991768738720566} {"data_time": 0.013245939000626095, "eta_seconds": 86995.65749294365, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.38193013054278313, "fast_rcnn/fg_cls_accuracy": 0.5873747051886793, "iteration": 116339, "loss_box_reg": 0.26919826306402683, "loss_cls": 0.24079652153886855, "loss_mask": 0.253960233181715, "loss_rpn_cls": 0.051280928193591535, "loss_rpn_loc": 0.09847825729229953, "loss_sem_seg": 0.3281985679641366, "lr": 0.02, "mask_rcnn/accuracy": 0.882780210298405, "mask_rcnn/false_negative": 0.09215787813581983, "mask_rcnn/false_positive": 0.13495556503517878, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.5645264060003683, "total_loss": 1.260659074963769} {"data_time": 0.012530809501186013, "eta_seconds": 87057.67519018831, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3440842245989305, "fast_rcnn/fg_cls_accuracy": 0.60423197492163, "iteration": 116359, "loss_box_reg": 0.22530771815218031, "loss_cls": 0.21577852172777057, "loss_mask": 0.25477532763034105, "loss_rpn_cls": 0.04203914747631643, "loss_rpn_loc": 0.07211130659561604, "loss_sem_seg": 0.30160659411922097, "lr": 0.02, "mask_rcnn/accuracy": 0.8862465258539314, "mask_rcnn/false_negative": 0.11301301436204444, "mask_rcnn/false_positive": 0.13833641102933814, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5723934585039387, "total_loss": 1.1503080172406044} {"data_time": 0.011905562001629733, "eta_seconds": 86940.30599321556, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3568509615384615, "fast_rcnn/fg_cls_accuracy": 0.5931814707231311, "iteration": 116379, "loss_box_reg": 0.24087196262553334, "loss_cls": 0.23917766567319632, "loss_mask": 0.2578406911343336, "loss_rpn_cls": 0.04970929917180911, "loss_rpn_loc": 0.08463610854232684, "loss_sem_seg": 0.3108039456419647, "lr": 0.02, "mask_rcnn/accuracy": 0.8835173117698627, "mask_rcnn/false_negative": 0.10434844155830036, "mask_rcnn/false_positive": 0.12841988755189812, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5579210599898943, "total_loss": 1.2074118713790085} {"data_time": 0.013240997002867516, "eta_seconds": 86949.64460368559, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.38013927433446393, "fast_rcnn/fg_cls_accuracy": 0.5658244680851063, "iteration": 116399, "loss_box_reg": 0.24936835910193622, "loss_cls": 0.2225776994600892, "loss_mask": 0.2561088651418686, "loss_rpn_cls": 0.05269616114674136, "loss_rpn_loc": 0.08317233482375741, "loss_sem_seg": 0.3429012796841562, "lr": 0.02, "mask_rcnn/accuracy": 0.8942054473304473, "mask_rcnn/false_negative": 0.08154333892074342, "mask_rcnn/false_positive": 0.1337519434988529, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.5731296259982628, "total_loss": 1.216693049587775} {"data_time": 0.012402600004861597, "eta_seconds": 86930.28575433539, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.4211423198965801, "fast_rcnn/fg_cls_accuracy": 0.5510009195727523, "iteration": 116419, "loss_box_reg": 0.23694373620674014, "loss_cls": 0.22135628573596478, "loss_mask": 0.2613449851050973, "loss_rpn_cls": 0.04521476509398781, "loss_rpn_loc": 0.07240659761009738, "loss_sem_seg": 0.3302804210688919, "lr": 0.02, "mask_rcnn/accuracy": 0.8809734058458548, "mask_rcnn/false_negative": 0.11755099971679459, "mask_rcnn/false_positive": 0.13345061652699797, "roi_head/num_bg_samples": 457.25, "roi_head/num_fg_samples": 54.75, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5585437099944102, "total_loss": 1.1701437623923994} {"data_time": 0.011947995000809897, "eta_seconds": 86939.04217904295, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.39686583294735217, "fast_rcnn/fg_cls_accuracy": 0.5226991697579932, "iteration": 116439, "loss_box_reg": 0.23679564334452152, "loss_cls": 0.21743116015568376, "loss_mask": 0.2637792620807886, "loss_rpn_cls": 0.042120100144529715, "loss_rpn_loc": 0.07428515807259828, "loss_sem_seg": 0.3204880350967869, "lr": 0.02, "mask_rcnn/accuracy": 0.8652620593692022, "mask_rcnn/false_negative": 0.10671563840175269, "mask_rcnn/false_positive": 0.1516887925532514, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5697316500009038, "total_loss": 1.2218573287827894} {"data_time": 0.012305828000535257, "eta_seconds": 86872.4338373841, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.3549614448051948, "fast_rcnn/fg_cls_accuracy": 0.5868115942028986, "iteration": 116459, "loss_box_reg": 0.22160475747659802, "loss_cls": 0.22208481142297387, "loss_mask": 0.25103019643574953, "loss_rpn_cls": 0.04099791985936463, "loss_rpn_loc": 0.07514898473164067, "loss_sem_seg": 0.34049447206780314, "lr": 0.02, "mask_rcnn/accuracy": 0.894546723145245, "mask_rcnn/false_negative": 0.09383890237768291, "mask_rcnn/false_positive": 0.11787774731855699, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.5543197530059842, "total_loss": 1.1501356284425128} {"data_time": 0.012445690001186449, "eta_seconds": 86870.62706696204, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.47345872518286314, "fast_rcnn/fg_cls_accuracy": 0.5127481713688611, "iteration": 116479, "loss_box_reg": 0.2042728504166007, "loss_cls": 0.21630992414429784, "loss_mask": 0.25262742675840855, "loss_rpn_cls": 0.05053238396067172, "loss_rpn_loc": 0.07272708843811415, "loss_sem_seg": 0.3421284966170788, "lr": 0.02, "mask_rcnn/accuracy": 0.8839703198225577, "mask_rcnn/false_negative": 0.08703016396608675, "mask_rcnn/false_positive": 0.13074743302872133, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.565437324497907, "total_loss": 1.169731116227922} {"data_time": 0.012867383993580006, "eta_seconds": 86849.80211456417, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.39263110307414106, "fast_rcnn/fg_cls_accuracy": 0.5678571428571428, "iteration": 116499, "loss_box_reg": 0.2228234321810305, "loss_cls": 0.23557611228898168, "loss_mask": 0.24528130376711488, "loss_rpn_cls": 0.04263806840754114, "loss_rpn_loc": 0.0713134964753408, "loss_sem_seg": 0.3738263784907758, "lr": 0.02, "mask_rcnn/accuracy": 0.8964212431867157, "mask_rcnn/false_negative": 0.08741354454348457, "mask_rcnn/false_positive": 0.12395711325918274, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.556958917499287, "total_loss": 1.1878220126673114} {"data_time": 0.012882059505500365, "eta_seconds": 86861.07435926545, "fast_rcnn/cls_accuracy": 0.90966796875, "fast_rcnn/false_negative": 0.3622467659262876, "fast_rcnn/fg_cls_accuracy": 0.619081034903588, "iteration": 116519, "loss_box_reg": 0.258737338706851, "loss_cls": 0.23194206785410643, "loss_mask": 0.25713636074215174, "loss_rpn_cls": 0.04251298995222896, "loss_rpn_loc": 0.06896855757804587, "loss_sem_seg": 0.3553710086271167, "lr": 0.02, "mask_rcnn/accuracy": 0.8899516616489713, "mask_rcnn/false_negative": 0.09791019995255401, "mask_rcnn/false_positive": 0.1134162859110748, "roi_head/num_bg_samples": 430.0, "roi_head/num_fg_samples": 82.0, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5656144365057116, "total_loss": 1.179628047553706} {"data_time": 0.01325923900003545, "eta_seconds": 86898.60280495476, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.2828525641025641, "fast_rcnn/fg_cls_accuracy": 0.6438530773633006, "iteration": 116539, "loss_box_reg": 0.2148970104753971, "loss_cls": 0.21503871213644743, "loss_mask": 0.2595844455063343, "loss_rpn_cls": 0.0455555883818306, "loss_rpn_loc": 0.0648485638666898, "loss_sem_seg": 0.31470351526513696, "lr": 0.02, "mask_rcnn/accuracy": 0.8912019750775588, "mask_rcnn/false_negative": 0.08503186705283419, "mask_rcnn/false_positive": 0.12496123981033355, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5745010624959832, "total_loss": 1.1148422939586453} {"data_time": 0.01285732000542339, "eta_seconds": 86924.9508503241, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.48415558019216554, "fast_rcnn/fg_cls_accuracy": 0.4794207317073171, "iteration": 116559, "loss_box_reg": 0.22061799420043826, "loss_cls": 0.22175825131125748, "loss_mask": 0.24738817615434527, "loss_rpn_cls": 0.04559379810234532, "loss_rpn_loc": 0.08273464630474336, "loss_sem_seg": 0.33921927819028497, "lr": 0.02, "mask_rcnn/accuracy": 0.8850899570354458, "mask_rcnn/false_negative": 0.09649429575196666, "mask_rcnn/false_positive": 0.13810097371473712, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.5547827390037128, "total_loss": 1.1205564251868054} {"data_time": 0.01162906650279183, "eta_seconds": 86827.1179447154, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3910605192821688, "fast_rcnn/fg_cls_accuracy": 0.5444987585350713, "iteration": 116579, "loss_box_reg": 0.21994226146489382, "loss_cls": 0.20648921909742057, "loss_mask": 0.2471240498125553, "loss_rpn_cls": 0.04117251018760726, "loss_rpn_loc": 0.06725652834575158, "loss_sem_seg": 0.3077423442155123, "lr": 0.02, "mask_rcnn/accuracy": 0.8815599301127892, "mask_rcnn/false_negative": 0.09013024219347313, "mask_rcnn/false_positive": 0.13771288300789966, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5414713869977277, "total_loss": 1.1028641166049056} {"data_time": 0.012894616993435193, "eta_seconds": 86853.14430724463, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.3221428571428572, "fast_rcnn/fg_cls_accuracy": 0.6328096306876148, "iteration": 116599, "loss_box_reg": 0.22278083837591112, "loss_cls": 0.20879749720916152, "loss_mask": 0.2591536417603493, "loss_rpn_cls": 0.0475921708275564, "loss_rpn_loc": 0.08515472745057195, "loss_sem_seg": 0.30670771934092045, "lr": 0.02, "mask_rcnn/accuracy": 0.9152234784446323, "mask_rcnn/false_negative": 0.07566698954420682, "mask_rcnn/false_positive": 0.10781691692641623, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5685953805004829, "total_loss": 1.1551804095506668} {"data_time": 0.012238716997671872, "eta_seconds": 86890.96060618453, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.4049598623853211, "fast_rcnn/fg_cls_accuracy": 0.5693954485716262, "iteration": 116619, "loss_box_reg": 0.25031085265800357, "loss_cls": 0.22302300576120615, "loss_mask": 0.26188725885003805, "loss_rpn_cls": 0.03921134787378833, "loss_rpn_loc": 0.08350125909782946, "loss_sem_seg": 0.31293870555236936, "lr": 0.02, "mask_rcnn/accuracy": 0.872048433648709, "mask_rcnn/false_negative": 0.1015166885165123, "mask_rcnn/false_positive": 0.13848724810078397, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5752838135013008, "total_loss": 1.2130815136479214} {"data_time": 0.012382949003949761, "eta_seconds": 86952.20777477405, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.3355590062111801, "fast_rcnn/fg_cls_accuracy": 0.6372139084507042, "iteration": 116639, "loss_box_reg": 0.24066039617173374, "loss_cls": 0.21844287775456905, "loss_mask": 0.26073728781193495, "loss_rpn_cls": 0.04400853256811388, "loss_rpn_loc": 0.0777270661201328, "loss_sem_seg": 0.33985226880759, "lr": 0.02, "mask_rcnn/accuracy": 0.8994143888498369, "mask_rcnn/false_negative": 0.09976943429712175, "mask_rcnn/false_positive": 0.11598086304576122, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.552645064497483, "total_loss": 1.1952437084983103} {"data_time": 0.01241758700052742, "eta_seconds": 86940.86822850417, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3905518600640552, "fast_rcnn/fg_cls_accuracy": 0.5588837685611879, "iteration": 116659, "loss_box_reg": 0.23420015606097877, "loss_cls": 0.23333342536352575, "loss_mask": 0.2581342402845621, "loss_rpn_cls": 0.04664766501809936, "loss_rpn_loc": 0.07153422600822523, "loss_sem_seg": 0.3162949634715915, "lr": 0.02, "mask_rcnn/accuracy": 0.8753596862852284, "mask_rcnn/false_negative": 0.10416955977477481, "mask_rcnn/false_positive": 0.13395752853603643, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.574090783506108, "total_loss": 1.1917139826982748} {"data_time": 0.014664811496913899, "eta_seconds": 86929.52868223429, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.33476331360946743, "fast_rcnn/fg_cls_accuracy": 0.5962956958741996, "iteration": 116679, "loss_box_reg": 0.22068830393254757, "loss_cls": 0.2113969884812832, "loss_mask": 0.266739574726671, "loss_rpn_cls": 0.047046170046087354, "loss_rpn_loc": 0.07986025384161621, "loss_sem_seg": 0.30885552894324064, "lr": 0.02, "mask_rcnn/accuracy": 0.8851280880888501, "mask_rcnn/false_negative": 0.09310953972419934, "mask_rcnn/false_positive": 0.12616021591530896, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5622175434982637, "total_loss": 1.146009307965869} {"data_time": 0.012427225497958716, "eta_seconds": 86796.52593819407, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3147852041360196, "fast_rcnn/fg_cls_accuracy": 0.6414281744929147, "iteration": 116699, "loss_box_reg": 0.25420068157836795, "loss_cls": 0.22866087034344673, "loss_mask": 0.2541488101705909, "loss_rpn_cls": 0.04413132762419991, "loss_rpn_loc": 0.0733102229423821, "loss_sem_seg": 0.31531979609280825, "lr": 0.02, "mask_rcnn/accuracy": 0.8870081922799953, "mask_rcnn/false_negative": 0.11381136066615882, "mask_rcnn/false_positive": 0.11250089169388539, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5647630595049122, "total_loss": 1.1889278280141298} {"data_time": 0.01144349250535015, "eta_seconds": 86823.78845585692, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.3424560041407867, "fast_rcnn/fg_cls_accuracy": 0.622577519379845, "iteration": 116719, "loss_box_reg": 0.22480710269883275, "loss_cls": 0.21527330670505762, "loss_mask": 0.2637175563722849, "loss_rpn_cls": 0.04751447384478524, "loss_rpn_loc": 0.0737222449388355, "loss_sem_seg": 0.31919567100703716, "lr": 0.02, "mask_rcnn/accuracy": 0.8908894544642967, "mask_rcnn/false_negative": 0.09421187936798218, "mask_rcnn/false_positive": 0.12809889392153953, "roi_head/num_bg_samples": 459.0, "roi_head/num_fg_samples": 53.0, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5691266800058656, "total_loss": 1.1219394860090688} {"data_time": 0.01263396350259427, "eta_seconds": 86811.50761282515, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.28095238095238095, "fast_rcnn/fg_cls_accuracy": 0.6674242424242425, "iteration": 116739, "loss_box_reg": 0.2251619715243578, "loss_cls": 0.19263822212815285, "loss_mask": 0.25560110807418823, "loss_rpn_cls": 0.04358755220891908, "loss_rpn_loc": 0.07100464281393215, "loss_sem_seg": 0.3175279279239476, "lr": 0.02, "mask_rcnn/accuracy": 0.886953816030044, "mask_rcnn/false_negative": 0.08313229878613193, "mask_rcnn/false_positive": 0.11003096283745534, "roi_head/num_bg_samples": 460.75, "roi_head/num_fg_samples": 51.25, "rpn/num_neg_anchors": 234.25, "rpn/num_pos_anchors": 21.75, "time": 0.5589388320004218, "total_loss": 1.1080643282621168} {"data_time": 0.01190144800057169, "eta_seconds": 86687.03430364816, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.25883610308285165, "fast_rcnn/fg_cls_accuracy": 0.6794642857142856, "iteration": 116759, "loss_box_reg": 0.22217850014567375, "loss_cls": 0.1954480679705739, "loss_mask": 0.2505290322005749, "loss_rpn_cls": 0.03823103411195916, "loss_rpn_loc": 0.08065448081470095, "loss_sem_seg": 0.3066575424745679, "lr": 0.02, "mask_rcnn/accuracy": 0.9053087603181517, "mask_rcnn/false_negative": 0.08119997803910128, "mask_rcnn/false_positive": 0.09658697353696119, "roi_head/num_bg_samples": 461.25, "roi_head/num_fg_samples": 50.75, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5535026325014769, "total_loss": 1.138109848543536} {"data_time": 0.012207147003209684, "eta_seconds": 86745.59822575895, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.3119553376906318, "fast_rcnn/fg_cls_accuracy": 0.6552854938271605, "iteration": 116779, "loss_box_reg": 0.25339073361828923, "loss_cls": 0.21548817539587617, "loss_mask": 0.25797244627028704, "loss_rpn_cls": 0.039109408477088436, "loss_rpn_loc": 0.07717603360651992, "loss_sem_seg": 0.3064356092363596, "lr": 0.02, "mask_rcnn/accuracy": 0.8934670179547228, "mask_rcnn/false_negative": 0.08349985614563638, "mask_rcnn/false_positive": 0.10415421103251528, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5737177490009344, "total_loss": 1.189530765346717} {"data_time": 0.012470611502067186, "eta_seconds": 86734.27528722888, "fast_rcnn/cls_accuracy": 0.90380859375, "fast_rcnn/false_negative": 0.41975308641975306, "fast_rcnn/fg_cls_accuracy": 0.5782590500104625, "iteration": 116799, "loss_box_reg": 0.2579269353300333, "loss_cls": 0.2307702931575477, "loss_mask": 0.26171950809657574, "loss_rpn_cls": 0.04278875526506454, "loss_rpn_loc": 0.08155697648180649, "loss_sem_seg": 0.3472713967785239, "lr": 0.02, "mask_rcnn/accuracy": 0.8801221731074051, "mask_rcnn/false_negative": 0.1100412811942478, "mask_rcnn/false_positive": 0.1380668961609876, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5654696144993068, "total_loss": 1.2262290314538404} {"data_time": 0.0128588499937905, "eta_seconds": 86653.09285156798, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.2658252977878616, "fast_rcnn/fg_cls_accuracy": 0.6710778061224489, "iteration": 116819, "loss_box_reg": 0.23227523802779615, "loss_cls": 0.22788351168856025, "loss_mask": 0.2532704146578908, "loss_rpn_cls": 0.04463302661315538, "loss_rpn_loc": 0.07058680948102847, "loss_sem_seg": 0.30852724169380963, "lr": 0.02, "mask_rcnn/accuracy": 0.899154974489796, "mask_rcnn/false_negative": 0.0791601614301992, "mask_rcnn/false_positive": 0.12351013108898479, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5720285159986815, "total_loss": 1.169825671124272} {"data_time": 0.01249576250120299, "eta_seconds": 86641.77903420792, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.2994118243585843, "fast_rcnn/fg_cls_accuracy": 0.6419156615497076, "iteration": 116839, "loss_box_reg": 0.22248849971219897, "loss_cls": 0.22133085341192782, "loss_mask": 0.2413567523472011, "loss_rpn_cls": 0.03476312512066215, "loss_rpn_loc": 0.07474490441381931, "loss_sem_seg": 0.3117064433172345, "lr": 0.02, "mask_rcnn/accuracy": 0.8905944187945674, "mask_rcnn/false_negative": 0.10840598546716844, "mask_rcnn/false_positive": 0.11342988846025126, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5636773114965763, "total_loss": 1.0775520709757984} {"data_time": 0.012300345500989351, "eta_seconds": 86621.72469457306, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.40418980922482495, "fast_rcnn/fg_cls_accuracy": 0.5377093264882045, "iteration": 116859, "loss_box_reg": 0.22561906930059195, "loss_cls": 0.22815835592336953, "loss_mask": 0.2602919223718345, "loss_rpn_cls": 0.047379910363815725, "loss_rpn_loc": 0.07570503576425835, "loss_sem_seg": 0.3511423687450588, "lr": 0.02, "mask_rcnn/accuracy": 0.8886739950988454, "mask_rcnn/false_negative": 0.0987881322503622, "mask_rcnn/false_positive": 0.1343144764745262, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5578668535017641, "total_loss": 1.2078491582069546} {"data_time": 0.012936069506395143, "eta_seconds": 86619.1513994878, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.3599917763157895, "fast_rcnn/fg_cls_accuracy": 0.6022456140350877, "iteration": 116879, "loss_box_reg": 0.2292264699935913, "loss_cls": 0.21894845413044095, "loss_mask": 0.24957489361986518, "loss_rpn_cls": 0.03889355913270265, "loss_rpn_loc": 0.08287841951823793, "loss_sem_seg": 0.37513242522254586, "lr": 0.02, "mask_rcnn/accuracy": 0.8917760810617953, "mask_rcnn/false_negative": 0.0889279678411061, "mask_rcnn/false_positive": 0.12028133726827986, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 0.5724576310094562, "total_loss": 1.19867649464868} {"data_time": 0.012125758999900427, "eta_seconds": 86589.38271011376, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.3011524655204988, "fast_rcnn/fg_cls_accuracy": 0.6566139240506329, "iteration": 116899, "loss_box_reg": 0.23704428039491177, "loss_cls": 0.21708221081644297, "loss_mask": 0.2644481901079416, "loss_rpn_cls": 0.04438615366234444, "loss_rpn_loc": 0.07997734495438635, "loss_sem_seg": 0.3370133191347122, "lr": 0.02, "mask_rcnn/accuracy": 0.9048135898114156, "mask_rcnn/false_negative": 0.07272623060539704, "mask_rcnn/false_positive": 0.12386853249808716, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 234.75, "rpn/num_pos_anchors": 21.25, "time": 0.5675991489988519, "total_loss": 1.1378200922627002} {"data_time": 0.012173934999736957, "eta_seconds": 86596.52376476768, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.28634597900652947, "fast_rcnn/fg_cls_accuracy": 0.6828838847187471, "iteration": 116919, "loss_box_reg": 0.21579942014068365, "loss_cls": 0.19888064032420516, "loss_mask": 0.23961029015481472, "loss_rpn_cls": 0.039227480396220926, "loss_rpn_loc": 0.07155401082127355, "loss_sem_seg": 0.31198711786419153, "lr": 0.02, "mask_rcnn/accuracy": 0.8978157978734016, "mask_rcnn/false_negative": 0.09388052560418977, "mask_rcnn/false_positive": 0.11288603901172525, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5694060519963386, "total_loss": 1.106549360905774} {"data_time": 0.012875708503997885, "eta_seconds": 86706.52823811851, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.3034603641298202, "fast_rcnn/fg_cls_accuracy": 0.6427002895752896, "iteration": 116939, "loss_box_reg": 0.2391260745935142, "loss_cls": 0.2265821141190827, "loss_mask": 0.2727207588031888, "loss_rpn_cls": 0.045440660207532346, "loss_rpn_loc": 0.07471397123299539, "loss_sem_seg": 0.3324006339535117, "lr": 0.02, "mask_rcnn/accuracy": 0.9011049644576932, "mask_rcnn/false_negative": 0.08947710181224466, "mask_rcnn/false_positive": 0.12355372142372203, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5702239940001164, "total_loss": 1.1998615560587496} {"data_time": 0.01299039450532291, "eta_seconds": 86592.54004309035, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.29497607655502395, "fast_rcnn/fg_cls_accuracy": 0.6842414208308248, "iteration": 116959, "loss_box_reg": 0.23797322530299425, "loss_cls": 0.19564672792330384, "loss_mask": 0.2503766193985939, "loss_rpn_cls": 0.04637296358123422, "loss_rpn_loc": 0.0808518337435089, "loss_sem_seg": 0.35650236532092094, "lr": 0.02, "mask_rcnn/accuracy": 0.8952176039718402, "mask_rcnn/false_negative": 0.09692973811819183, "mask_rcnn/false_positive": 0.11455736514987405, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.567807414503477, "total_loss": 1.1618613976970664} {"data_time": 0.01302475299598882, "eta_seconds": 86553.84863941246, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.35341805433829976, "fast_rcnn/fg_cls_accuracy": 0.6048505722383669, "iteration": 116979, "loss_box_reg": 0.22939372388646007, "loss_cls": 0.21026057098060846, "loss_mask": 0.2618010761216283, "loss_rpn_cls": 0.048272806488967035, "loss_rpn_loc": 0.07394758706504945, "loss_sem_seg": 0.34491338301450014, "lr": 0.02, "mask_rcnn/accuracy": 0.8954148419649657, "mask_rcnn/false_negative": 0.1007000101900579, "mask_rcnn/false_positive": 0.1381535550893893, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5543018890020903, "total_loss": 1.152509633313457} {"data_time": 0.01246027950401185, "eta_seconds": 86542.53596355236, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.2880934854619065, "fast_rcnn/fg_cls_accuracy": 0.7119065145380935, "iteration": 116999, "loss_box_reg": 0.23055999726057053, "loss_cls": 0.20354188163764775, "loss_mask": 0.25945503171533346, "loss_rpn_cls": 0.04217088973382488, "loss_rpn_loc": 0.07697807409567758, "loss_sem_seg": 0.30167016945779324, "lr": 0.02, "mask_rcnn/accuracy": 0.9030936787732727, "mask_rcnn/false_negative": 0.09171333344367158, "mask_rcnn/false_positive": 0.11583373925734534, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.5729017254998325, "total_loss": 1.159687949650106} {"data_time": 0.012040752997563686, "eta_seconds": 86558.59128163045, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.4156524678837052, "fast_rcnn/fg_cls_accuracy": 0.5182186234817814, "iteration": 117019, "loss_box_reg": 0.21098284935578704, "loss_cls": 0.20921281585469842, "loss_mask": 0.26281073689460754, "loss_rpn_cls": 0.04754804927506484, "loss_rpn_loc": 0.06705380097264424, "loss_sem_seg": 0.323559888638556, "lr": 0.02, "mask_rcnn/accuracy": 0.8962203727809617, "mask_rcnn/false_negative": 0.09054116757301839, "mask_rcnn/false_positive": 0.1354734510025588, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5637975115023437, "total_loss": 1.1125085428793682} {"data_time": 0.013219142994785216, "eta_seconds": 86547.27502781048, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.32838589981447125, "fast_rcnn/fg_cls_accuracy": 0.5812586814830645, "iteration": 117039, "loss_box_reg": 0.2292555351741612, "loss_cls": 0.23067184258252382, "loss_mask": 0.25757872499525547, "loss_rpn_cls": 0.045296493044588715, "loss_rpn_loc": 0.07799239584710449, "loss_sem_seg": 0.3374086683616042, "lr": 0.02, "mask_rcnn/accuracy": 0.8899763694087673, "mask_rcnn/false_negative": 0.09904888396140442, "mask_rcnn/false_positive": 0.11848843715203863, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.5573560334960348, "total_loss": 1.1495921952009667} {"data_time": 0.013120495503244456, "eta_seconds": 86508.59793597207, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.40305362462760674, "fast_rcnn/fg_cls_accuracy": 0.5684828219249934, "iteration": 117059, "loss_box_reg": 0.22200544830411673, "loss_cls": 0.21823897887952626, "loss_mask": 0.25369742698967457, "loss_rpn_cls": 0.03853926045121625, "loss_rpn_loc": 0.06510332686593756, "loss_sem_seg": 0.3016932038590312, "lr": 0.02, "mask_rcnn/accuracy": 0.8884746151471293, "mask_rcnn/false_negative": 0.09806445173639906, "mask_rcnn/false_positive": 0.12348153760010916, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5611533404953661, "total_loss": 1.088521399477031} {"data_time": 0.013099567499011755, "eta_seconds": 86464.0219600291, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.36994043590090697, "fast_rcnn/fg_cls_accuracy": 0.609480917448231, "iteration": 117079, "loss_box_reg": 0.2299167667515576, "loss_cls": 0.1982825160957873, "loss_mask": 0.2515837484970689, "loss_rpn_cls": 0.04545348399551585, "loss_rpn_loc": 0.08335632449598052, "loss_sem_seg": 0.3247251342982054, "lr": 0.02, "mask_rcnn/accuracy": 0.8893619689543217, "mask_rcnn/false_negative": 0.09655233767477395, "mask_rcnn/false_positive": 0.12067695023690655, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5500207529985346, "total_loss": 1.1425705010769889} {"data_time": 0.012846424491726793, "eta_seconds": 86458.90780647603, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.3382984737139627, "fast_rcnn/fg_cls_accuracy": 0.6402842532711686, "iteration": 117099, "loss_box_reg": 0.24549949285574257, "loss_cls": 0.2298491708934307, "loss_mask": 0.26053853798657656, "loss_rpn_cls": 0.04736287728883326, "loss_rpn_loc": 0.08853201844613068, "loss_sem_seg": 0.34494392992928624, "lr": 0.02, "mask_rcnn/accuracy": 0.8966595174655227, "mask_rcnn/false_negative": 0.09511696575528818, "mask_rcnn/false_positive": 0.11963745637447853, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.5772099495006842, "total_loss": 1.2463162009953521} {"data_time": 0.012745467996865045, "eta_seconds": 86459.91315891482, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.2992876395841355, "fast_rcnn/fg_cls_accuracy": 0.6645233721167585, "iteration": 117119, "loss_box_reg": 0.2521330798044801, "loss_cls": 0.24015842145308852, "loss_mask": 0.25894172210246325, "loss_rpn_cls": 0.049294513009954244, "loss_rpn_loc": 0.07925376170896925, "loss_sem_seg": 0.31027955561876297, "lr": 0.02, "mask_rcnn/accuracy": 0.8835386250016576, "mask_rcnn/false_negative": 0.09094903006895148, "mask_rcnn/false_positive": 0.1298481879145182, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5711695769932703, "total_loss": 1.1554989388096146} {"data_time": 0.012528761493740603, "eta_seconds": 86436.28953509612, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.40378844711177797, "fast_rcnn/fg_cls_accuracy": 0.5466933139534884, "iteration": 117139, "loss_box_reg": 0.24257315858267248, "loss_cls": 0.23032539198175073, "loss_mask": 0.26971019618213177, "loss_rpn_cls": 0.048670192540157586, "loss_rpn_loc": 0.0724261004361324, "loss_sem_seg": 0.36264832969754934, "lr": 0.02, "mask_rcnn/accuracy": 0.8746710182541229, "mask_rcnn/false_negative": 0.09631460713536855, "mask_rcnn/false_positive": 0.13807330323835987, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5601714645090397, "total_loss": 1.220038897037739} {"data_time": 0.011232109500269871, "eta_seconds": 86437.2916655549, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.4380482456140351, "fast_rcnn/fg_cls_accuracy": 0.5554270291112396, "iteration": 117159, "loss_box_reg": 0.2156735062599182, "loss_cls": 0.22169865854084492, "loss_mask": 0.24848627485334873, "loss_rpn_cls": 0.041834485542494804, "loss_rpn_loc": 0.0689388979008072, "loss_sem_seg": 0.36198340385453776, "lr": 0.02, "mask_rcnn/accuracy": 0.8850412860682617, "mask_rcnn/false_negative": 0.087855721469975, "mask_rcnn/false_positive": 0.15066657505479364, "roi_head/num_bg_samples": 460.75, "roi_head/num_fg_samples": 51.25, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5643422415014356, "total_loss": 1.1806004713871516} {"data_time": 0.011958492497797124, "eta_seconds": 86420.39783287887, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.3375, "fast_rcnn/fg_cls_accuracy": 0.6169871794871795, "iteration": 117179, "loss_box_reg": 0.24150406708940864, "loss_cls": 0.21062425430864096, "loss_mask": 0.267713762819767, "loss_rpn_cls": 0.04796964902197942, "loss_rpn_loc": 0.0763877471908927, "loss_sem_seg": 0.34945837454870343, "lr": 0.02, "mask_rcnn/accuracy": 0.8822512177948103, "mask_rcnn/false_negative": 0.0949044630405887, "mask_rcnn/false_positive": 0.13467221856952108, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5609573445035494, "total_loss": 1.2556774276308715} {"data_time": 0.011772547499276698, "eta_seconds": 86429.40920495137, "fast_rcnn/cls_accuracy": 0.91357421875, "fast_rcnn/false_negative": 0.3874883286647992, "fast_rcnn/fg_cls_accuracy": 0.5375309647426109, "iteration": 117199, "loss_box_reg": 0.21878280630335212, "loss_cls": 0.21829697722569108, "loss_mask": 0.26609276374801993, "loss_rpn_cls": 0.03756274647457758, "loss_rpn_loc": 0.07771241542650387, "loss_sem_seg": 0.3535984824411571, "lr": 0.02, "mask_rcnn/accuracy": 0.8663555268437068, "mask_rcnn/false_negative": 0.0973989636042681, "mask_rcnn/false_positive": 0.15757581361204273, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5697937805016409, "total_loss": 1.1849673036267632} {"data_time": 0.013230675001977943, "eta_seconds": 86411.57224493475, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.3554166666666667, "fast_rcnn/fg_cls_accuracy": 0.6171303283123095, "iteration": 117219, "loss_box_reg": 0.24197169113904238, "loss_cls": 0.2223589438945055, "loss_mask": 0.25333068054169416, "loss_rpn_cls": 0.04793260671431199, "loss_rpn_loc": 0.09097615424252581, "loss_sem_seg": 0.34313576202839613, "lr": 0.02, "mask_rcnn/accuracy": 0.8880682324054365, "mask_rcnn/false_negative": 0.10367700177937907, "mask_rcnn/false_positive": 0.11357997542313991, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5632684730007895, "total_loss": 1.196718286460964} {"data_time": 0.012630612000066321, "eta_seconds": 86400.26042314475, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.3301470588235294, "fast_rcnn/fg_cls_accuracy": 0.5744206773618539, "iteration": 117239, "loss_box_reg": 0.21864535100758076, "loss_cls": 0.19986538495868444, "loss_mask": 0.24514926737174392, "loss_rpn_cls": 0.05021392198977992, "loss_rpn_loc": 0.08213303325464949, "loss_sem_seg": 0.3304196298122406, "lr": 0.02, "mask_rcnn/accuracy": 0.8923597890648797, "mask_rcnn/false_negative": 0.0861516001981749, "mask_rcnn/false_positive": 0.14601351001419594, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5675770910092979, "total_loss": 1.1407470743288286} {"data_time": 0.012735375501506496, "eta_seconds": 86388.94860135474, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.26616934853929075, "fast_rcnn/fg_cls_accuracy": 0.6376902887139108, "iteration": 117259, "loss_box_reg": 0.23609686410054564, "loss_cls": 0.19885589950717986, "loss_mask": 0.25517768505960703, "loss_rpn_cls": 0.04185080676688813, "loss_rpn_loc": 0.09888639744895045, "loss_sem_seg": 0.31930501060560346, "lr": 0.02, "mask_rcnn/accuracy": 0.9062124015345849, "mask_rcnn/false_negative": 0.09329043047513713, "mask_rcnn/false_positive": 0.10563223790410281, "roi_head/num_bg_samples": 462.0, "roi_head/num_fg_samples": 50.0, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.5688245375058614, "total_loss": 1.1251270784414373} {"data_time": 0.01326020299893571, "eta_seconds": 86357.12558526645, "fast_rcnn/cls_accuracy": 0.9140625, "fast_rcnn/false_negative": 0.385893011216566, "fast_rcnn/fg_cls_accuracy": 0.5588609792800092, "iteration": 117279, "loss_box_reg": 0.23462878167629242, "loss_cls": 0.21724498411640525, "loss_mask": 0.26308102160692215, "loss_rpn_cls": 0.042743973433971405, "loss_rpn_loc": 0.06729771118261851, "loss_sem_seg": 0.35734821180813015, "lr": 0.02, "mask_rcnn/accuracy": 0.8903418453003913, "mask_rcnn/false_negative": 0.1086250895889658, "mask_rcnn/false_positive": 0.12146338709902865, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5672179499961203, "total_loss": 1.1787220998085104} {"data_time": 0.012853753498347942, "eta_seconds": 86289.08940379015, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.31585524885894367, "fast_rcnn/fg_cls_accuracy": 0.6522007404360346, "iteration": 117299, "loss_box_reg": 0.2277053277939558, "loss_cls": 0.2106106027495116, "loss_mask": 0.2588746575638652, "loss_rpn_cls": 0.04083980206632987, "loss_rpn_loc": 0.07025026832707226, "loss_sem_seg": 0.3342029375489801, "lr": 0.02, "mask_rcnn/accuracy": 0.8887163554413187, "mask_rcnn/false_negative": 0.09650949079613261, "mask_rcnn/false_positive": 0.13491579845492296, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5564319695040467, "total_loss": 1.1441519539803267} {"data_time": 0.013153611500456464, "eta_seconds": 86209.0965139838, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.3627260570555273, "fast_rcnn/fg_cls_accuracy": 0.5819983891175944, "iteration": 117319, "loss_box_reg": 0.2500135754235089, "loss_cls": 0.22413402260281146, "loss_mask": 0.2680308949202299, "loss_rpn_cls": 0.04793556215008721, "loss_rpn_loc": 0.07051544281421229, "loss_sem_seg": 0.320703505538404, "lr": 0.02, "mask_rcnn/accuracy": 0.8932403419850616, "mask_rcnn/false_negative": 0.0911077677853199, "mask_rcnn/false_positive": 0.13170018762630895, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5665807515033521, "total_loss": 1.2368492925306782} {"data_time": 0.012754532501276117, "eta_seconds": 86196.85532356298, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.34032280001813486, "fast_rcnn/fg_cls_accuracy": 0.6246603260869565, "iteration": 117339, "loss_box_reg": 0.22938389622140676, "loss_cls": 0.19297145842574537, "loss_mask": 0.25612824223935604, "loss_rpn_cls": 0.04277287222794257, "loss_rpn_loc": 0.07256245540338568, "loss_sem_seg": 0.31746602850034833, "lr": 0.02, "mask_rcnn/accuracy": 0.8988628512072859, "mask_rcnn/false_negative": 0.08053632970106989, "mask_rcnn/false_positive": 0.13217711715899944, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5577482450025855, "total_loss": 1.147200176899787} {"data_time": 0.011909885004570242, "eta_seconds": 86215.66537696488, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.4098350062464998, "fast_rcnn/fg_cls_accuracy": 0.5447368421052632, "iteration": 117359, "loss_box_reg": 0.2394475406035781, "loss_cls": 0.2483631712384522, "loss_mask": 0.2846897626295686, "loss_rpn_cls": 0.050769225344993174, "loss_rpn_loc": 0.08524764003232121, "loss_sem_seg": 0.3201404782012105, "lr": 0.02, "mask_rcnn/accuracy": 0.8692838315769709, "mask_rcnn/false_negative": 0.10428127378257555, "mask_rcnn/false_positive": 0.15058971158991263, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5891244320009719, "total_loss": 1.2621569386683404} {"data_time": 0.01347856450593099, "eta_seconds": 86243.8825803096, "fast_rcnn/cls_accuracy": 0.96142578125, "fast_rcnn/false_negative": 0.27680265654648956, "fast_rcnn/fg_cls_accuracy": 0.7223630831643002, "iteration": 117379, "loss_box_reg": 0.20381522993557155, "loss_cls": 0.19400777434930205, "loss_mask": 0.2540207398124039, "loss_rpn_cls": 0.0416494368982967, "loss_rpn_loc": 0.06291841597703751, "loss_sem_seg": 0.35954043082892895, "lr": 0.02, "mask_rcnn/accuracy": 0.9030023959269242, "mask_rcnn/false_negative": 0.08601481289406084, "mask_rcnn/false_positive": 0.10170307723517633, "roi_head/num_bg_samples": 455.5, "roi_head/num_fg_samples": 56.5, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5680412020010408, "total_loss": 1.1628243454906624} {"data_time": 0.013155439504771493, "eta_seconds": 86175.73700101604, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.3557367829021372, "fast_rcnn/fg_cls_accuracy": 0.5749562937062938, "iteration": 117399, "loss_box_reg": 0.22358692670240998, "loss_cls": 0.21026878780685365, "loss_mask": 0.26151336915791035, "loss_rpn_cls": 0.04971663313335739, "loss_rpn_loc": 0.07935277592332568, "loss_sem_seg": 0.3337064725346863, "lr": 0.02, "mask_rcnn/accuracy": 0.8758527930402931, "mask_rcnn/false_negative": 0.10304323091854838, "mask_rcnn/false_positive": 0.1463896224366368, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5626256274990737, "total_loss": 1.1379374756943434} {"data_time": 0.012059238506481051, "eta_seconds": 86287.84552797876, "fast_rcnn/cls_accuracy": 0.9130859375, "fast_rcnn/false_negative": 0.3659342409043866, "fast_rcnn/fg_cls_accuracy": 0.6086634884103239, "iteration": 117419, "loss_box_reg": 0.2178186089731753, "loss_cls": 0.20109804114326835, "loss_mask": 0.2516942424699664, "loss_rpn_cls": 0.046928846335504204, "loss_rpn_loc": 0.07207376009318978, "loss_sem_seg": 0.3378196875564754, "lr": 0.02, "mask_rcnn/accuracy": 0.8773091585834916, "mask_rcnn/false_negative": 0.10144803835639153, "mask_rcnn/false_positive": 0.14260545600663407, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 202.75, "rpn/num_pos_anchors": 53.25, "time": 0.5784191790007753, "total_loss": 1.1235124570666812} {"data_time": 0.012251560496224556, "eta_seconds": 86266.65249974682, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.37021022455805064, "fast_rcnn/fg_cls_accuracy": 0.5946806837248322, "iteration": 117439, "loss_box_reg": 0.2222475577145815, "loss_cls": 0.20431490475311875, "loss_mask": 0.2508474448695779, "loss_rpn_cls": 0.04192424428765662, "loss_rpn_loc": 0.07344292913330719, "loss_sem_seg": 0.3515713345259428, "lr": 0.02, "mask_rcnn/accuracy": 0.8763418016576413, "mask_rcnn/false_negative": 0.0945885689549838, "mask_rcnn/false_positive": 0.13973994267349787, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5659481965049054, "total_loss": 1.1639354655271745} {"data_time": 0.012748891997034661, "eta_seconds": 86271.78682638101, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.40466314731020614, "fast_rcnn/fg_cls_accuracy": 0.5717434260525915, "iteration": 117459, "loss_box_reg": 0.22599790524691343, "loss_cls": 0.21895011188462377, "loss_mask": 0.26577807031571865, "loss_rpn_cls": 0.05375620094127953, "loss_rpn_loc": 0.08725325425621122, "loss_sem_seg": 0.3537618350237608, "lr": 0.02, "mask_rcnn/accuracy": 0.8868779968127602, "mask_rcnn/false_negative": 0.10820578577396148, "mask_rcnn/false_positive": 0.12279484095688928, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5613178385028732, "total_loss": 1.2317101956577972} {"data_time": 0.012394421501085162, "eta_seconds": 86260.47553475104, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.3059781838787363, "fast_rcnn/fg_cls_accuracy": 0.6288213627992634, "iteration": 117479, "loss_box_reg": 0.24653273192234337, "loss_cls": 0.22808453813195229, "loss_mask": 0.27326175291091204, "loss_rpn_cls": 0.047417543770279735, "loss_rpn_loc": 0.0823505773441866, "loss_sem_seg": 0.2935540461912751, "lr": 0.02, "mask_rcnn/accuracy": 0.8950145060149006, "mask_rcnn/false_negative": 0.09578369573442092, "mask_rcnn/false_positive": 0.11848370087490698, "roi_head/num_bg_samples": 455.5, "roi_head/num_fg_samples": 56.5, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.561525288503617, "total_loss": 1.197745131328702} {"data_time": 0.013158942994778045, "eta_seconds": 86249.16424312106, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.3625686813186813, "fast_rcnn/fg_cls_accuracy": 0.6311813186813187, "iteration": 117499, "loss_box_reg": 0.2360043041408062, "loss_cls": 0.22848368249833584, "loss_mask": 0.2563047166913748, "loss_rpn_cls": 0.04786915288423188, "loss_rpn_loc": 0.08303896110737696, "loss_sem_seg": 0.3472494063898921, "lr": 0.02, "mask_rcnn/accuracy": 0.890968656195133, "mask_rcnn/false_negative": 0.09697552567583051, "mask_rcnn/false_positive": 0.12086818830882053, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5633567225086153, "total_loss": 1.1795763094414724} {"data_time": 0.01191226649825694, "eta_seconds": 86221.41595698701, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.3823628597122302, "fast_rcnn/fg_cls_accuracy": 0.5687106564748201, "iteration": 117519, "loss_box_reg": 0.21728661097586155, "loss_cls": 0.21330747986212373, "loss_mask": 0.257781651802361, "loss_rpn_cls": 0.053293823497369885, "loss_rpn_loc": 0.0725283254578244, "loss_sem_seg": 0.32848241925239563, "lr": 0.02, "mask_rcnn/accuracy": 0.8800489844457868, "mask_rcnn/false_negative": 0.10426879983730097, "mask_rcnn/false_positive": 0.14491480743580626, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5631522600087919, "total_loss": 1.1433093795203604} {"data_time": 0.012695667501247954, "eta_seconds": 86112.14064355246, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.298936170212766, "fast_rcnn/fg_cls_accuracy": 0.6730499053203836, "iteration": 117539, "loss_box_reg": 0.21839570766314864, "loss_cls": 0.21004726784303784, "loss_mask": 0.2640477567911148, "loss_rpn_cls": 0.04336379509186372, "loss_rpn_loc": 0.07771871195291169, "loss_sem_seg": 0.3318236190825701, "lr": 0.02, "mask_rcnn/accuracy": 0.910350166399047, "mask_rcnn/false_negative": 0.09012799271223644, "mask_rcnn/false_positive": 0.07873846719056596, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5644380154990358, "total_loss": 1.145179556508083} {"data_time": 0.012349160497251432, "eta_seconds": 86132.47861089144, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.36526608787858705, "fast_rcnn/fg_cls_accuracy": 0.569262038774234, "iteration": 117559, "loss_box_reg": 0.2108745016157627, "loss_cls": 0.23459086008369923, "loss_mask": 0.24739960581064224, "loss_rpn_cls": 0.03891554492292926, "loss_rpn_loc": 0.06315386790083721, "loss_sem_seg": 0.294649553950876, "lr": 0.02, "mask_rcnn/accuracy": 0.8907455434955398, "mask_rcnn/false_negative": 0.09172030943443346, "mask_rcnn/false_positive": 0.13309883150102725, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5619279074962833, "total_loss": 1.0832914841012098} {"data_time": 0.011566197506908793, "eta_seconds": 86196.21236640446, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.31840120663650073, "fast_rcnn/fg_cls_accuracy": 0.6271008403361344, "iteration": 117579, "loss_box_reg": 0.23255406296811998, "loss_cls": 0.21042677899822593, "loss_mask": 0.24828090518712997, "loss_rpn_cls": 0.037526348292885814, "loss_rpn_loc": 0.06815927368006669, "loss_sem_seg": 0.339460386428982, "lr": 0.02, "mask_rcnn/accuracy": 0.9061161306627914, "mask_rcnn/false_negative": 0.07584795536322328, "mask_rcnn/false_positive": 0.10510410266168244, "roi_head/num_bg_samples": 461.5, "roi_head/num_fg_samples": 50.5, "rpn/num_neg_anchors": 236.25, "rpn/num_pos_anchors": 19.75, "time": 0.565505459504493, "total_loss": 1.146572038764134} {"data_time": 0.012897248496301472, "eta_seconds": 86109.87774141121, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.31029392889231167, "fast_rcnn/fg_cls_accuracy": 0.6372796527593232, "iteration": 117599, "loss_box_reg": 0.2536739460192621, "loss_cls": 0.22468253574334085, "loss_mask": 0.2541917469352484, "loss_rpn_cls": 0.03846269939094782, "loss_rpn_loc": 0.07718088495312259, "loss_sem_seg": 0.3253285437822342, "lr": 0.02, "mask_rcnn/accuracy": 0.8991907835626802, "mask_rcnn/false_negative": 0.08763627497119417, "mask_rcnn/false_positive": 0.10727774519521378, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.557930312003009, "total_loss": 1.160577807109803} {"data_time": 0.012982040498172864, "eta_seconds": 86136.99697482231, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.2758782032824647, "fast_rcnn/fg_cls_accuracy": 0.6370772946859904, "iteration": 117619, "loss_box_reg": 0.23850923927966505, "loss_cls": 0.2161462251096964, "loss_mask": 0.2574254600331187, "loss_rpn_cls": 0.04720074278884567, "loss_rpn_loc": 0.08850546390749514, "loss_sem_seg": 0.35083748353645205, "lr": 0.02, "mask_rcnn/accuracy": 0.8998040493047632, "mask_rcnn/false_negative": 0.08492309436280349, "mask_rcnn/false_positive": 0.11828029217806355, "roi_head/num_bg_samples": 429.0, "roi_head/num_fg_samples": 83.0, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5775867429983919, "total_loss": 1.2023001748602837} {"data_time": 0.012911627498397138, "eta_seconds": 86167.8478058205, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3145568651461809, "fast_rcnn/fg_cls_accuracy": 0.6006640841173215, "iteration": 117639, "loss_box_reg": 0.21891379496082664, "loss_cls": 0.19444134295918047, "loss_mask": 0.24874954763799906, "loss_rpn_cls": 0.04301944826147519, "loss_rpn_loc": 0.07189256304991432, "loss_sem_seg": 0.338979204185307, "lr": 0.02, "mask_rcnn/accuracy": 0.8808059191255022, "mask_rcnn/false_negative": 0.10704796611157491, "mask_rcnn/false_positive": 0.12720515773473356, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5717865990009159, "total_loss": 1.1074770502746105} {"data_time": 0.011896878502739128, "eta_seconds": 86142.25200715734, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.4033375052148519, "fast_rcnn/fg_cls_accuracy": 0.5774468085106383, "iteration": 117659, "loss_box_reg": 0.2355331981088966, "loss_cls": 0.2223343811929226, "loss_mask": 0.2679173769429326, "loss_rpn_cls": 0.04408218467142433, "loss_rpn_loc": 0.0804536851355806, "loss_sem_seg": 0.2914433046244085, "lr": 0.02, "mask_rcnn/accuracy": 0.8901133079525176, "mask_rcnn/false_negative": 0.09786696506713238, "mask_rcnn/false_positive": 0.12664014809213653, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 204.25, "rpn/num_pos_anchors": 51.75, "time": 0.568107303501165, "total_loss": 1.2163744354475057} {"data_time": 0.012359022002783604, "eta_seconds": 86130.94287146738, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.26465201465201466, "fast_rcnn/fg_cls_accuracy": 0.6432898415657037, "iteration": 117679, "loss_box_reg": 0.20763114071451128, "loss_cls": 0.1992140042129904, "loss_mask": 0.2520181704312563, "loss_rpn_cls": 0.04564883507555351, "loss_rpn_loc": 0.0767569167073816, "loss_sem_seg": 0.3414769610390067, "lr": 0.02, "mask_rcnn/accuracy": 0.8952386814836486, "mask_rcnn/false_negative": 0.0956866626115924, "mask_rcnn/false_positive": 0.1313215038475981, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5623315849952633, "total_loss": 1.166253069153754} {"data_time": 0.012937708997924346, "eta_seconds": 86064.75549776194, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.3393304130162703, "fast_rcnn/fg_cls_accuracy": 0.64760348583878, "iteration": 117699, "loss_box_reg": 0.21813738346099854, "loss_cls": 0.224187137093395, "loss_mask": 0.2545506525784731, "loss_rpn_cls": 0.04206837902893312, "loss_rpn_loc": 0.08219435019418597, "loss_sem_seg": 0.3394276946783066, "lr": 0.02, "mask_rcnn/accuracy": 0.8975294905196121, "mask_rcnn/false_negative": 0.10102384969899383, "mask_rcnn/false_positive": 0.10208209424953735, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.551871535499231, "total_loss": 1.1945408132160082} {"data_time": 0.012875580498075578, "eta_seconds": 86050.99872237301, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.3467210111742077, "fast_rcnn/fg_cls_accuracy": 0.6061224489795918, "iteration": 117719, "loss_box_reg": 0.2302988115698099, "loss_cls": 0.23824850749224424, "loss_mask": 0.25449579674750566, "loss_rpn_cls": 0.044954393699299544, "loss_rpn_loc": 0.06780850293580443, "loss_sem_seg": 0.27452373737469316, "lr": 0.02, "mask_rcnn/accuracy": 0.8883127211134729, "mask_rcnn/false_negative": 0.10008798628162865, "mask_rcnn/false_positive": 0.12455993734738767, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.564158322995354, "total_loss": 1.1761857487726957} {"data_time": 0.013647212501382455, "eta_seconds": 86039.69711564304, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.29935064935064937, "fast_rcnn/fg_cls_accuracy": 0.6873840445269017, "iteration": 117739, "loss_box_reg": 0.23354459065012634, "loss_cls": 0.21519677573814988, "loss_mask": 0.24625921715050936, "loss_rpn_cls": 0.03999652569837053, "loss_rpn_loc": 0.08503868448315188, "loss_sem_seg": 0.31725492351688445, "lr": 0.02, "mask_rcnn/accuracy": 0.8886642761547427, "mask_rcnn/false_negative": 0.09306333274297351, "mask_rcnn/false_positive": 0.12532398318185414, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5526922855060548, "total_loss": 1.1122819803131279} {"data_time": 0.011991945997579023, "eta_seconds": 86037.27367148848, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.35555366847826086, "fast_rcnn/fg_cls_accuracy": 0.5819391251763757, "iteration": 117759, "loss_box_reg": 0.24133322178386152, "loss_cls": 0.23233500868082047, "loss_mask": 0.25983000453561544, "loss_rpn_cls": 0.0497392350807786, "loss_rpn_loc": 0.08565210871165618, "loss_sem_seg": 0.30161429941654205, "lr": 0.02, "mask_rcnn/accuracy": 0.9005272410733587, "mask_rcnn/false_negative": 0.08164640537601639, "mask_rcnn/false_positive": 0.11348715519847893, "roi_head/num_bg_samples": 455.5, "roi_head/num_fg_samples": 56.5, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5651746919975267, "total_loss": 1.1734021495794877} {"data_time": 0.01400181250210153, "eta_seconds": 86017.09390218309, "fast_rcnn/cls_accuracy": 0.912109375, "fast_rcnn/false_negative": 0.4007615836288588, "fast_rcnn/fg_cls_accuracy": 0.5128822984244671, "iteration": 117779, "loss_box_reg": 0.21368083450943232, "loss_cls": 0.2205134299583733, "loss_mask": 0.2605497492477298, "loss_rpn_cls": 0.048826477184775285, "loss_rpn_loc": 0.07418108233832754, "loss_sem_seg": 0.34480888955295086, "lr": 0.02, "mask_rcnn/accuracy": 0.8786313933866617, "mask_rcnn/false_negative": 0.10645728988172819, "mask_rcnn/false_positive": 0.129368302334956, "roi_head/num_bg_samples": 429.0, "roi_head/num_fg_samples": 83.0, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 0.5742772559970035, "total_loss": 1.1473313548776787} {"data_time": 0.012171618502179626, "eta_seconds": 86005.79229545311, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.3483669481471142, "fast_rcnn/fg_cls_accuracy": 0.6014944319427615, "iteration": 117799, "loss_box_reg": 0.2235135706141591, "loss_cls": 0.2115993844345212, "loss_mask": 0.254436319693923, "loss_rpn_cls": 0.044099676539190114, "loss_rpn_loc": 0.07114853610983118, "loss_sem_seg": 0.33933205530047417, "lr": 0.02, "mask_rcnn/accuracy": 0.8728025143059706, "mask_rcnn/false_negative": 0.10172418880035539, "mask_rcnn/false_positive": 0.13077977799753923, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.56634668699553, "total_loss": 1.200718662548752} {"data_time": 0.013089491498249117, "eta_seconds": 85976.55067987644, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.37416666666666665, "fast_rcnn/fg_cls_accuracy": 0.5981876332622602, "iteration": 117819, "loss_box_reg": 0.23590705171227455, "loss_cls": 0.21969691384583712, "loss_mask": 0.25808973191305995, "loss_rpn_cls": 0.04683633583772462, "loss_rpn_loc": 0.07482153823366389, "loss_sem_seg": 0.3461174131371081, "lr": 0.02, "mask_rcnn/accuracy": 0.8770920895891396, "mask_rcnn/false_negative": 0.09261605015964722, "mask_rcnn/false_positive": 0.1299284542732965, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.5630166540067876, "total_loss": 1.1988037746123155} {"data_time": 0.012159492493083235, "eta_seconds": 86015.59792899925, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.361328125, "fast_rcnn/fg_cls_accuracy": 0.6050514155982907, "iteration": 117839, "loss_box_reg": 0.2024437142536044, "loss_cls": 0.1909366357140243, "loss_mask": 0.2491508275270462, "loss_rpn_cls": 0.042768533108755946, "loss_rpn_loc": 0.06072585453512147, "loss_sem_seg": 0.29391294170636684, "lr": 0.02, "mask_rcnn/accuracy": 0.8833323702151668, "mask_rcnn/false_negative": 0.11117679648468987, "mask_rcnn/false_positive": 0.12776449615067567, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5701465395031846, "total_loss": 1.107788200781215} {"data_time": 0.012974608995136805, "eta_seconds": 86043.42668416022, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.36298377028714107, "fast_rcnn/fg_cls_accuracy": 0.5582781071968377, "iteration": 117859, "loss_box_reg": 0.23284816276282072, "loss_cls": 0.21967165870591998, "loss_mask": 0.2689736047759652, "loss_rpn_cls": 0.04974450945155695, "loss_rpn_loc": 0.0743398712365888, "loss_sem_seg": 0.31259307777509093, "lr": 0.02, "mask_rcnn/accuracy": 0.8935516269444841, "mask_rcnn/false_negative": 0.10434744359716816, "mask_rcnn/false_positive": 0.12557962689134905, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5664367224962916, "total_loss": 1.198774602089543} {"data_time": 0.01229551500728121, "eta_seconds": 85969.45703312839, "fast_rcnn/cls_accuracy": 0.9140625, "fast_rcnn/false_negative": 0.39615384615384613, "fast_rcnn/fg_cls_accuracy": 0.5571986607142857, "iteration": 117879, "loss_box_reg": 0.2305949805304408, "loss_cls": 0.20936850318685174, "loss_mask": 0.2639781814068556, "loss_rpn_cls": 0.05487640714272857, "loss_rpn_loc": 0.07042191736400127, "loss_sem_seg": 0.31901699071750045, "lr": 0.02, "mask_rcnn/accuracy": 0.8821768114205608, "mask_rcnn/false_negative": 0.10067996479664984, "mask_rcnn/false_positive": 0.15586845292861573, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.5542674259995692, "total_loss": 1.1935581835568883} {"data_time": 0.012113362507079728, "eta_seconds": 85951.73620636167, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.3152086677367576, "fast_rcnn/fg_cls_accuracy": 0.6587941628264209, "iteration": 117899, "loss_box_reg": 0.2250128649175167, "loss_cls": 0.21222930774092674, "loss_mask": 0.25524267461150885, "loss_rpn_cls": 0.05449866800336167, "loss_rpn_loc": 0.07745592543506064, "loss_sem_seg": 0.33096675807610154, "lr": 0.02, "mask_rcnn/accuracy": 0.8920030757744892, "mask_rcnn/false_negative": 0.0801205899736678, "mask_rcnn/false_positive": 0.12901041039826694, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5630054139983258, "total_loss": 1.1638037722441368} {"data_time": 0.011827097499917727, "eta_seconds": 85943.02064323256, "fast_rcnn/cls_accuracy": 0.912109375, "fast_rcnn/false_negative": 0.36948239621650025, "fast_rcnn/fg_cls_accuracy": 0.5655864197530864, "iteration": 117919, "loss_box_reg": 0.24362964555621147, "loss_cls": 0.2227613003924489, "loss_mask": 0.26035845279693604, "loss_rpn_cls": 0.042869675322435796, "loss_rpn_loc": 0.08576635248027742, "loss_sem_seg": 0.3296198295429349, "lr": 0.02, "mask_rcnn/accuracy": 0.8786091514569745, "mask_rcnn/false_negative": 0.1078468150646249, "mask_rcnn/false_positive": 0.14567202250494826, "roi_head/num_bg_samples": 431.0, "roi_head/num_fg_samples": 81.0, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.5756813479965786, "total_loss": 1.2022084557975177} {"data_time": 0.013756833999650553, "eta_seconds": 85935.54871394834, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3607043675839434, "fast_rcnn/fg_cls_accuracy": 0.5434580884627281, "iteration": 117939, "loss_box_reg": 0.23791085882112384, "loss_cls": 0.2269485688302666, "loss_mask": 0.2560777012258768, "loss_rpn_cls": 0.04336809633241501, "loss_rpn_loc": 0.07779541122727096, "loss_sem_seg": 0.33847914077341557, "lr": 0.02, "mask_rcnn/accuracy": 0.8811774497934767, "mask_rcnn/false_negative": 0.10876453717040904, "mask_rcnn/false_positive": 0.13776181248926017, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5750748370046495, "total_loss": 1.235036968588247} {"data_time": 0.011668294493574649, "eta_seconds": 85917.8304189416, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.3205715332478476, "fast_rcnn/fg_cls_accuracy": 0.6635220125786163, "iteration": 117959, "loss_box_reg": 0.20731319580227137, "loss_cls": 0.18497203895822167, "loss_mask": 0.2525217547081411, "loss_rpn_cls": 0.038576145947445184, "loss_rpn_loc": 0.06496234511723742, "loss_sem_seg": 0.3198359287343919, "lr": 0.02, "mask_rcnn/accuracy": 0.9002199838268641, "mask_rcnn/false_negative": 0.08532639078356796, "mask_rcnn/false_positive": 0.10365197665650105, "roi_head/num_bg_samples": 460.25, "roi_head/num_fg_samples": 51.75, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5611526510037947, "total_loss": 1.1097581240755972} {"data_time": 0.011880792997544631, "eta_seconds": 85941.0644685486, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.4167234600262123, "fast_rcnn/fg_cls_accuracy": 0.5006491885143571, "iteration": 117979, "loss_box_reg": 0.25050599221140146, "loss_cls": 0.23040892137214541, "loss_mask": 0.2620792733505368, "loss_rpn_cls": 0.044159380602650344, "loss_rpn_loc": 0.07466218154877424, "loss_sem_seg": 0.31557585299015045, "lr": 0.02, "mask_rcnn/accuracy": 0.8850211473132217, "mask_rcnn/false_negative": 0.0952540658743862, "mask_rcnn/false_positive": 0.1324619347229972, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5660015850007767, "total_loss": 1.1684371537412517} {"data_time": 0.01373352649534354, "eta_seconds": 85897.8115661522, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.3421690921690922, "fast_rcnn/fg_cls_accuracy": 0.6323710073710074, "iteration": 117999, "loss_box_reg": 0.24466029275208712, "loss_cls": 0.22178887389600277, "loss_mask": 0.2514519290998578, "loss_rpn_cls": 0.04783026030054316, "loss_rpn_loc": 0.08454496099147946, "loss_sem_seg": 0.3250480219721794, "lr": 0.02, "mask_rcnn/accuracy": 0.8850408928030438, "mask_rcnn/false_negative": 0.10164758493245474, "mask_rcnn/false_positive": 0.0979570458838982, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5627530065030442, "total_loss": 1.1566982958611334} {"data_time": 0.012501511992013548, "eta_seconds": 85883.92463152151, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.38419586911116266, "fast_rcnn/fg_cls_accuracy": 0.5886597938144329, "iteration": 118019, "loss_box_reg": 0.22740925988182425, "loss_cls": 0.2059542576316744, "loss_mask": 0.2524006590247154, "loss_rpn_cls": 0.04726604116149247, "loss_rpn_loc": 0.06313593365484849, "loss_sem_seg": 0.3339476673863828, "lr": 0.02, "mask_rcnn/accuracy": 0.8942115007905693, "mask_rcnn/false_negative": 0.09945439883595159, "mask_rcnn/false_positive": 0.10937062016241361, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5573423270034255, "total_loss": 1.1314342767000198} {"data_time": 0.012005235003016423, "eta_seconds": 85900.46902356078, "fast_rcnn/cls_accuracy": 0.9091796875, "fast_rcnn/false_negative": 0.39817583732057416, "fast_rcnn/fg_cls_accuracy": 0.5571172248803828, "iteration": 118039, "loss_box_reg": 0.23139481316320598, "loss_cls": 0.2091512957122177, "loss_mask": 0.2505842559039593, "loss_rpn_cls": 0.05104401866265107, "loss_rpn_loc": 0.09771442983765155, "loss_sem_seg": 0.3294404726475477, "lr": 0.02, "mask_rcnn/accuracy": 0.889858719323005, "mask_rcnn/false_negative": 0.09009413344063638, "mask_rcnn/false_positive": 0.13175209230399187, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5717780120030511, "total_loss": 1.1948777663055807} {"data_time": 0.012639903507078998, "eta_seconds": 85914.31300829354, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3144998881181472, "fast_rcnn/fg_cls_accuracy": 0.6176923076923078, "iteration": 118059, "loss_box_reg": 0.22835062304511666, "loss_cls": 0.21836240170523524, "loss_mask": 0.24277079664170742, "loss_rpn_cls": 0.043385926401242614, "loss_rpn_loc": 0.06577292166184634, "loss_sem_seg": 0.32807071786373854, "lr": 0.02, "mask_rcnn/accuracy": 0.8720263870386729, "mask_rcnn/false_negative": 0.10123633655915741, "mask_rcnn/false_positive": 0.14606024610752105, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5645635235050577, "total_loss": 1.141686391463736} {"data_time": 0.012777575495420024, "eta_seconds": 85964.39416497262, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.38718546410854104, "fast_rcnn/fg_cls_accuracy": 0.5540104166666666, "iteration": 118079, "loss_box_reg": 0.22870906861498952, "loss_cls": 0.22840693313628435, "loss_mask": 0.2745823822915554, "loss_rpn_cls": 0.040667128982022405, "loss_rpn_loc": 0.07511336273455527, "loss_sem_seg": 0.2928278218023479, "lr": 0.02, "mask_rcnn/accuracy": 0.8872732426303855, "mask_rcnn/false_negative": 0.09437549201251924, "mask_rcnn/false_positive": 0.11281072361098515, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5768089400007739, "total_loss": 1.1511824144545244} {"data_time": 0.012686206500802655, "eta_seconds": 85944.84588988058, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.3989247311827957, "fast_rcnn/fg_cls_accuracy": 0.56549698316926, "iteration": 118099, "loss_box_reg": 0.23725535487756133, "loss_cls": 0.21743155410513282, "loss_mask": 0.26429520826786757, "loss_rpn_cls": 0.045921006123535335, "loss_rpn_loc": 0.07516379171283916, "loss_sem_seg": 0.3438765946775675, "lr": 0.02, "mask_rcnn/accuracy": 0.8770643671841489, "mask_rcnn/false_negative": 0.09135866149347477, "mask_rcnn/false_positive": 0.13578551625958518, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.5656502745041507, "total_loss": 1.2125140403804835} {"data_time": 0.012866845492681023, "eta_seconds": 85891.1483545083, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.3489128497594012, "fast_rcnn/fg_cls_accuracy": 0.6076468344774981, "iteration": 118119, "loss_box_reg": 0.22654225840233266, "loss_cls": 0.2212454741820693, "loss_mask": 0.25355014204978943, "loss_rpn_cls": 0.042509601029451005, "loss_rpn_loc": 0.06949090957641602, "loss_sem_seg": 0.28011245699599385, "lr": 0.02, "mask_rcnn/accuracy": 0.8854886712749617, "mask_rcnn/false_negative": 0.10023495757396103, "mask_rcnn/false_positive": 0.12983736932814785, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5631558780005435, "total_loss": 1.0838118926330935} {"data_time": 0.012316230000578798, "eta_seconds": 85905.33283704333, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.37484035759897827, "fast_rcnn/fg_cls_accuracy": 0.5532373531622039, "iteration": 118139, "loss_box_reg": 0.21335280290804803, "loss_cls": 0.20809028763324022, "loss_mask": 0.2485465072095394, "loss_rpn_cls": 0.04230178796569817, "loss_rpn_loc": 0.06198562876670621, "loss_sem_seg": 0.3169352477416396, "lr": 0.02, "mask_rcnn/accuracy": 0.8924549995213464, "mask_rcnn/false_negative": 0.07616974032394198, "mask_rcnn/false_positive": 0.1161237611529791, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5702860805031378, "total_loss": 1.1444805675710086} {"data_time": 0.013736366498051211, "eta_seconds": 85877.92393555802, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.34010695187165774, "fast_rcnn/fg_cls_accuracy": 0.6339009287925697, "iteration": 118159, "loss_box_reg": 0.22904108930379152, "loss_cls": 0.2302528265863657, "loss_mask": 0.24493394349701703, "loss_rpn_cls": 0.04160702906665392, "loss_rpn_loc": 0.07072609808528796, "loss_sem_seg": 0.3409265340305865, "lr": 0.02, "mask_rcnn/accuracy": 0.9047802545849422, "mask_rcnn/false_negative": 0.07808023368772803, "mask_rcnn/false_positive": 0.1332596307664479, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5580637274979381, "total_loss": 1.178543771704426} {"data_time": 0.01162668400502298, "eta_seconds": 85882.70547838323, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.28476897626284003, "fast_rcnn/fg_cls_accuracy": 0.603011583011583, "iteration": 118179, "loss_box_reg": 0.2044498617760837, "loss_cls": 0.18976127915084362, "loss_mask": 0.2560503603890538, "loss_rpn_cls": 0.03818655556824524, "loss_rpn_loc": 0.07118554186308756, "loss_sem_seg": 0.33722931891679764, "lr": 0.02, "mask_rcnn/accuracy": 0.904649843605784, "mask_rcnn/false_negative": 0.09242588143284443, "mask_rcnn/false_positive": 0.107664933794266, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5650675685028546, "total_loss": 1.1032431364874355} {"data_time": 0.013548367503972258, "eta_seconds": 85852.12400115779, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.41574074074074074, "fast_rcnn/fg_cls_accuracy": 0.5803376906318083, "iteration": 118199, "loss_box_reg": 0.23338459455408156, "loss_cls": 0.20939011499285698, "loss_mask": 0.2576464330777526, "loss_rpn_cls": 0.04851284535834566, "loss_rpn_loc": 0.07708698543137871, "loss_sem_seg": 0.34673633705824614, "lr": 0.02, "mask_rcnn/accuracy": 0.8839082577475434, "mask_rcnn/false_negative": 0.09747499068150373, "mask_rcnn/false_positive": 0.12071629422359108, "roi_head/num_bg_samples": 458.75, "roi_head/num_fg_samples": 53.25, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5667700265039457, "total_loss": 1.2118430159171112} {"data_time": 0.011961239506490529, "eta_seconds": 85823.84177221291, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.3482354867763858, "fast_rcnn/fg_cls_accuracy": 0.5959770852037108, "iteration": 118219, "loss_box_reg": 0.2300959937274456, "loss_cls": 0.21477041533216834, "loss_mask": 0.24810131452977657, "loss_rpn_cls": 0.048239281633868814, "loss_rpn_loc": 0.08052145375404507, "loss_sem_seg": 0.35594354243949056, "lr": 0.02, "mask_rcnn/accuracy": 0.8902123829965249, "mask_rcnn/false_negative": 0.08754295947203251, "mask_rcnn/false_positive": 0.1234443844719331, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.559331022996048, "total_loss": 1.190449059708044} {"data_time": 0.013775357998383697, "eta_seconds": 85787.41308286079, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.3486734455352969, "fast_rcnn/fg_cls_accuracy": 0.6033385093167702, "iteration": 118239, "loss_box_reg": 0.23121166101191193, "loss_cls": 0.22902079299092293, "loss_mask": 0.24925166834145784, "loss_rpn_cls": 0.04508674022508785, "loss_rpn_loc": 0.08091869010240771, "loss_sem_seg": 0.325219945050776, "lr": 0.02, "mask_rcnn/accuracy": 0.9150708425261997, "mask_rcnn/false_negative": 0.0783643868494598, "mask_rcnn/false_positive": 0.10569588594996605, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5541033974950551, "total_loss": 1.1881906141061336} {"data_time": 0.012329963996307924, "eta_seconds": 85745.85534066366, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.3703823468543046, "fast_rcnn/fg_cls_accuracy": 0.6162176965592789, "iteration": 118259, "loss_box_reg": 0.21989158121868968, "loss_cls": 0.20668826787732542, "loss_mask": 0.2513215448707342, "loss_rpn_cls": 0.04609300883021206, "loss_rpn_loc": 0.07699132699053735, "loss_sem_seg": 0.34166211914271116, "lr": 0.02, "mask_rcnn/accuracy": 0.8769154822077807, "mask_rcnn/false_negative": 0.11007452737115017, "mask_rcnn/false_positive": 0.12252143278704657, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 207.25, "rpn/num_pos_anchors": 48.75, "time": 0.5571681074943626, "total_loss": 1.12994333403185} {"data_time": 0.013069888002064545, "eta_seconds": 85675.68940139009, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.3457818930041152, "fast_rcnn/fg_cls_accuracy": 0.6001676318195672, "iteration": 118279, "loss_box_reg": 0.23786966502666473, "loss_cls": 0.21218120632693172, "loss_mask": 0.2654873188585043, "loss_rpn_cls": 0.039570932218339294, "loss_rpn_loc": 0.07473752566147596, "loss_sem_seg": 0.32786478544585407, "lr": 0.02, "mask_rcnn/accuracy": 0.8811634685791552, "mask_rcnn/false_negative": 0.0875374319776851, "mask_rcnn/false_positive": 0.13406033991213626, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5512883300107205, "total_loss": 1.161964694474591} {"data_time": 0.013415174005785957, "eta_seconds": 85698.65692081489, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.2740780348694018, "fast_rcnn/fg_cls_accuracy": 0.6397826086956522, "iteration": 118299, "loss_box_reg": 0.2391320876777172, "loss_cls": 0.20825901720672846, "loss_mask": 0.2625290146097541, "loss_rpn_cls": 0.048913496983004734, "loss_rpn_loc": 0.0853468703571707, "loss_sem_seg": 0.2889341381378472, "lr": 0.02, "mask_rcnn/accuracy": 0.887659556490767, "mask_rcnn/false_negative": 0.09143185993870093, "mask_rcnn/false_positive": 0.10198493084577415, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5531117010032176, "total_loss": 1.1541846476029605} {"data_time": 0.01282817950414028, "eta_seconds": 85653.10170702968, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.3066675592448788, "fast_rcnn/fg_cls_accuracy": 0.6497662185856224, "iteration": 118319, "loss_box_reg": 0.23887518420815468, "loss_cls": 0.20600332971662283, "loss_mask": 0.26237853709608316, "loss_rpn_cls": 0.04322785057593137, "loss_rpn_loc": 0.07205622346373275, "loss_sem_seg": 0.3069152729585767, "lr": 0.02, "mask_rcnn/accuracy": 0.8944417919194705, "mask_rcnn/false_negative": 0.09010551991264257, "mask_rcnn/false_positive": 0.11640127427182181, "roi_head/num_bg_samples": 462.25, "roi_head/num_fg_samples": 49.75, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.569962765002856, "total_loss": 1.1588160773389973} {"data_time": 0.0125588675000472, "eta_seconds": 85667.67720706877, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.3876201923076923, "fast_rcnn/fg_cls_accuracy": 0.5797885075818037, "iteration": 118339, "loss_box_reg": 0.24107795162126422, "loss_cls": 0.20885971514508128, "loss_mask": 0.26504603028297424, "loss_rpn_cls": 0.0376179477898404, "loss_rpn_loc": 0.06731835438404232, "loss_sem_seg": 0.3194116256199777, "lr": 0.02, "mask_rcnn/accuracy": 0.8879126676418203, "mask_rcnn/false_negative": 0.0964079383329802, "mask_rcnn/false_positive": 0.12093250807072639, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5624077210013638, "total_loss": 1.159845378519094} {"data_time": 0.012679787498200312, "eta_seconds": 85599.61602002525, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.31424287856071964, "fast_rcnn/fg_cls_accuracy": 0.6733437561070941, "iteration": 118359, "loss_box_reg": 0.23154207482002676, "loss_cls": 0.2264023288153112, "loss_mask": 0.2661520466208458, "loss_rpn_cls": 0.04608618325437419, "loss_rpn_loc": 0.07008678157581016, "loss_sem_seg": 0.3027619100175798, "lr": 0.02, "mask_rcnn/accuracy": 0.8910097692923323, "mask_rcnn/false_negative": 0.08222631100875927, "mask_rcnn/false_positive": 0.13809519009296345, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5626347235011053, "total_loss": 1.1758710056947166} {"data_time": 0.012029063509544358, "eta_seconds": 85594.46053021516, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.4018348623853211, "fast_rcnn/fg_cls_accuracy": 0.5618761971972981, "iteration": 118379, "loss_box_reg": 0.23229690897278488, "loss_cls": 0.1988381682895124, "loss_mask": 0.25636599492281675, "loss_rpn_cls": 0.042467010047403164, "loss_rpn_loc": 0.08630319088115357, "loss_sem_seg": 0.30336987879127264, "lr": 0.02, "mask_rcnn/accuracy": 0.8672994929139028, "mask_rcnn/false_negative": 0.11302142199422716, "mask_rcnn/false_positive": 0.14767524430246462, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5790943555039121, "total_loss": 1.136757275351556} {"data_time": 0.01260194399219472, "eta_seconds": 85591.44675820979, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.39303051317614424, "fast_rcnn/fg_cls_accuracy": 0.5357622887864824, "iteration": 118399, "loss_box_reg": 0.24074394162744284, "loss_cls": 0.21603225031867623, "loss_mask": 0.25164912920445204, "loss_rpn_cls": 0.039181376618216746, "loss_rpn_loc": 0.07164830295369029, "loss_sem_seg": 0.3358225589618087, "lr": 0.02, "mask_rcnn/accuracy": 0.8776789469628097, "mask_rcnn/false_negative": 0.10623040787659435, "mask_rcnn/false_positive": 0.12778293317529854, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.567094616999384, "total_loss": 1.1515106976876268} {"data_time": 0.012693502496404108, "eta_seconds": 85559.395687398, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.37461538461538463, "fast_rcnn/fg_cls_accuracy": 0.5976923076923077, "iteration": 118419, "loss_box_reg": 0.2477922262623906, "loss_cls": 0.22102066548541188, "loss_mask": 0.25583296781405807, "loss_rpn_cls": 0.05015727912541479, "loss_rpn_loc": 0.091025828034617, "loss_sem_seg": 0.32242019451223314, "lr": 0.02, "mask_rcnn/accuracy": 0.8917428479514267, "mask_rcnn/false_negative": 0.08735601736678247, "mask_rcnn/false_positive": 0.12247811601444067, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.576787838996097, "total_loss": 1.189656626112992} {"data_time": 0.012643424503039569, "eta_seconds": 85540.4398884821, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.3249971884840306, "fast_rcnn/fg_cls_accuracy": 0.6218249668953895, "iteration": 118439, "loss_box_reg": 0.24141233460977674, "loss_cls": 0.1999901805538684, "loss_mask": 0.24413444940000772, "loss_rpn_cls": 0.04484092697384767, "loss_rpn_loc": 0.07751958156586625, "loss_sem_seg": 0.3071291953092441, "lr": 0.02, "mask_rcnn/accuracy": 0.8769444612951564, "mask_rcnn/false_negative": 0.10392995143510136, "mask_rcnn/false_positive": 0.1330260768297331, "roi_head/num_bg_samples": 430.75, "roi_head/num_fg_samples": 81.25, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.5648966664957698, "total_loss": 1.1405530449119397} {"data_time": 0.012848498001403641, "eta_seconds": 85557.57173887949, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.30381325730577335, "fast_rcnn/fg_cls_accuracy": 0.6297096271274523, "iteration": 118459, "loss_box_reg": 0.23301315400749445, "loss_cls": 0.21164187556132674, "loss_mask": 0.2601392106153071, "loss_rpn_cls": 0.03707035418483429, "loss_rpn_loc": 0.07645826344378293, "loss_sem_seg": 0.29685046896338463, "lr": 0.02, "mask_rcnn/accuracy": 0.8804857460419488, "mask_rcnn/false_negative": 0.08807409357809354, "mask_rcnn/false_positive": 0.12805103419579728, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5757223859982332, "total_loss": 1.1135588438482955} {"data_time": 0.013217364510637708, "eta_seconds": 85546.28006576939, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.34438007331762244, "fast_rcnn/fg_cls_accuracy": 0.5894500690289922, "iteration": 118479, "loss_box_reg": 0.23682886827737093, "loss_cls": 0.2141164978966117, "loss_mask": 0.24852980766445398, "loss_rpn_cls": 0.04479860176797956, "loss_rpn_loc": 0.07661982835270464, "loss_sem_seg": 0.3166582533158362, "lr": 0.02, "mask_rcnn/accuracy": 0.889513297984154, "mask_rcnn/false_negative": 0.09717784814396718, "mask_rcnn/false_positive": 0.12116548786557836, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.564558495003439, "total_loss": 1.156246699843905} {"data_time": 0.012898166998638771, "eta_seconds": 85520.58761581528, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.3380952380952381, "fast_rcnn/fg_cls_accuracy": 0.5991683467741935, "iteration": 118499, "loss_box_reg": 0.23602496553212404, "loss_cls": 0.2283013795968145, "loss_mask": 0.24493367783725262, "loss_rpn_cls": 0.03646454247063957, "loss_rpn_loc": 0.06491075019584969, "loss_sem_seg": 0.30978550435975194, "lr": 0.02, "mask_rcnn/accuracy": 0.9036077737546632, "mask_rcnn/false_negative": 0.08551143780668294, "mask_rcnn/false_positive": 0.11826211839108675, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5529508514955523, "total_loss": 1.1045406121993437} {"data_time": 0.013135159497323912, "eta_seconds": 85566.70664376413, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.3537755527743012, "fast_rcnn/fg_cls_accuracy": 0.630254882489242, "iteration": 118519, "loss_box_reg": 0.2514594583772123, "loss_cls": 0.22408045316115022, "loss_mask": 0.2611212357878685, "loss_rpn_cls": 0.04447913693729788, "loss_rpn_loc": 0.07016105263028294, "loss_sem_seg": 0.3177281552925706, "lr": 0.02, "mask_rcnn/accuracy": 0.8874896088054482, "mask_rcnn/false_negative": 0.09222168952385248, "mask_rcnn/false_positive": 0.132799377552776, "roi_head/num_bg_samples": 457.75, "roi_head/num_fg_samples": 54.25, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.5729137210000772, "total_loss": 1.178690719534643} {"data_time": 0.012960075000592042, "eta_seconds": 85500.19721341357, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.37106918238993714, "fast_rcnn/fg_cls_accuracy": 0.5728768087258653, "iteration": 118539, "loss_box_reg": 0.2166528250090778, "loss_cls": 0.20626869797706604, "loss_mask": 0.2524916175752878, "loss_rpn_cls": 0.04459226009203121, "loss_rpn_loc": 0.07043798581435112, "loss_sem_seg": 0.3190046933013946, "lr": 0.02, "mask_rcnn/accuracy": 0.8768326688391681, "mask_rcnn/false_negative": 0.11076871475625194, "mask_rcnn/false_positive": 0.124206842937896, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5512616720006918, "total_loss": 1.0950502520718146} {"data_time": 0.011970794999797363, "eta_seconds": 85512.20089807893, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.350210970464135, "fast_rcnn/fg_cls_accuracy": 0.6111111111111112, "iteration": 118559, "loss_box_reg": 0.2140632839873433, "loss_cls": 0.19534134399145842, "loss_mask": 0.26161992363631725, "loss_rpn_cls": 0.038906668371055275, "loss_rpn_loc": 0.07204675499815494, "loss_sem_seg": 0.30687638837844133, "lr": 0.02, "mask_rcnn/accuracy": 0.8879048691548692, "mask_rcnn/false_negative": 0.08973491570222972, "mask_rcnn/false_positive": 0.1335132399997543, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5730156610006816, "total_loss": 1.1192179975914769} {"data_time": 0.012092110504454467, "eta_seconds": 85477.61709121356, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.3511009667024705, "fast_rcnn/fg_cls_accuracy": 0.6115046306085339, "iteration": 118579, "loss_box_reg": 0.21847559523303062, "loss_cls": 0.2080939575098455, "loss_mask": 0.25513859326019883, "loss_rpn_cls": 0.04137047908989189, "loss_rpn_loc": 0.07270268618594855, "loss_sem_seg": 0.3091421970166266, "lr": 0.02, "mask_rcnn/accuracy": 0.874237655795677, "mask_rcnn/false_negative": 0.10953840114233798, "mask_rcnn/false_positive": 0.12557269408725416, "roi_head/num_bg_samples": 430.5, "roi_head/num_fg_samples": 81.5, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5618203810008708, "total_loss": 1.1198588912957348} {"data_time": 0.013401990501733962, "eta_seconds": 85558.33364471304, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.31535464141264674, "fast_rcnn/fg_cls_accuracy": 0.6452072129073079, "iteration": 118599, "loss_box_reg": 0.2248581601306796, "loss_cls": 0.21937287971377373, "loss_mask": 0.26407155441120267, "loss_rpn_cls": 0.04101695341523737, "loss_rpn_loc": 0.08159176644403487, "loss_sem_seg": 0.34387917164713144, "lr": 0.02, "mask_rcnn/accuracy": 0.9083873904238831, "mask_rcnn/false_negative": 0.07376507143259681, "mask_rcnn/false_positive": 0.11889371945614971, "roi_head/num_bg_samples": 459.25, "roi_head/num_fg_samples": 52.75, "rpn/num_neg_anchors": 234.25, "rpn/num_pos_anchors": 21.75, "time": 0.5643687919946387, "total_loss": 1.171339039254235} {"data_time": 0.013020697508181911, "eta_seconds": 85446.50634679807, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.31470271724509014, "fast_rcnn/fg_cls_accuracy": 0.683531746031746, "iteration": 118619, "loss_box_reg": 0.22885455144569278, "loss_cls": 0.20836646715179086, "loss_mask": 0.25838193111121655, "loss_rpn_cls": 0.04900536121567711, "loss_rpn_loc": 0.0931129934033379, "loss_sem_seg": 0.3254084954969585, "lr": 0.02, "mask_rcnn/accuracy": 0.8946752840629005, "mask_rcnn/false_negative": 0.08572979179239963, "mask_rcnn/false_positive": 0.130137464812471, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5651011695008492, "total_loss": 1.1849521968397312} {"data_time": 0.012524061996373348, "eta_seconds": 85388.54055609865, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.3266770459622284, "fast_rcnn/fg_cls_accuracy": 0.6335261377278184, "iteration": 118639, "loss_box_reg": 0.24555845372378826, "loss_cls": 0.23503722436726093, "loss_mask": 0.26070955069735646, "loss_rpn_cls": 0.04503260106139351, "loss_rpn_loc": 0.07811352770659141, "loss_sem_seg": 0.3174430928193033, "lr": 0.02, "mask_rcnn/accuracy": 0.8860800187421908, "mask_rcnn/false_negative": 0.1141832798580899, "mask_rcnn/false_positive": 0.11470172598413207, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.5628205959947081, "total_loss": 1.2190236945752986} {"data_time": 0.013425853496300988, "eta_seconds": 85322.10345463842, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3229577580539119, "fast_rcnn/fg_cls_accuracy": 0.6528599605522682, "iteration": 118659, "loss_box_reg": 0.22683289879933, "loss_cls": 0.19505771121475846, "loss_mask": 0.2565981959924102, "loss_rpn_cls": 0.04294387990375981, "loss_rpn_loc": 0.0735562484478578, "loss_sem_seg": 0.28759199753403664, "lr": 0.02, "mask_rcnn/accuracy": 0.8727319525990164, "mask_rcnn/false_negative": 0.09542591377062618, "mask_rcnn/false_positive": 0.1408096065197631, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.5564722640046966, "total_loss": 1.08810747647658} {"data_time": 0.01175535700895125, "eta_seconds": 85320.39721375218, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.2783479349186483, "fast_rcnn/fg_cls_accuracy": 0.6664705882352941, "iteration": 118679, "loss_box_reg": 0.21997715067118406, "loss_cls": 0.20153479068540037, "loss_mask": 0.24646709766238928, "loss_rpn_cls": 0.04257055408379529, "loss_rpn_loc": 0.06663918530102819, "loss_sem_seg": 0.3086478440091014, "lr": 0.02, "mask_rcnn/accuracy": 0.9059488683113694, "mask_rcnn/false_negative": 0.101188063790499, "mask_rcnn/false_positive": 0.10339632621796971, "roi_head/num_bg_samples": 460.75, "roi_head/num_fg_samples": 51.25, "rpn/num_neg_anchors": 235.75, "rpn/num_pos_anchors": 20.25, "time": 0.5633457174917567, "total_loss": 1.084196742507629} {"data_time": 0.012491916000726633, "eta_seconds": 85433.14893641906, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.35051957371036757, "fast_rcnn/fg_cls_accuracy": 0.626311336717428, "iteration": 118699, "loss_box_reg": 0.23938656761310995, "loss_cls": 0.21119082858785987, "loss_mask": 0.24890015507116914, "loss_rpn_cls": 0.04431181596737588, "loss_rpn_loc": 0.0814766846015118, "loss_sem_seg": 0.32325552543625236, "lr": 0.02, "mask_rcnn/accuracy": 0.9122821917464774, "mask_rcnn/false_negative": 0.07866913030270724, "mask_rcnn/false_positive": 0.09303190910468197, "roi_head/num_bg_samples": 463.25, "roi_head/num_fg_samples": 48.75, "rpn/num_neg_anchors": 234.5, "rpn/num_pos_anchors": 21.5, "time": 0.5731537959945854, "total_loss": 1.1633864995092154} {"data_time": 0.01309514399326872, "eta_seconds": 85421.85579903908, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.33676470588235297, "fast_rcnn/fg_cls_accuracy": 0.6205734406438632, "iteration": 118719, "loss_box_reg": 0.2167208887403831, "loss_cls": 0.20460461312904954, "loss_mask": 0.24280221154913306, "loss_rpn_cls": 0.04624018509639427, "loss_rpn_loc": 0.0790725911501795, "loss_sem_seg": 0.327518277335912, "lr": 0.02, "mask_rcnn/accuracy": 0.9012883996359523, "mask_rcnn/false_negative": 0.09375269179217777, "mask_rcnn/false_positive": 0.10366872588477391, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.5675512410016381, "total_loss": 1.1572412656387314} {"data_time": 0.01215295550355222, "eta_seconds": 85442.43577506358, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.32738697096634406, "fast_rcnn/fg_cls_accuracy": 0.6554037267080746, "iteration": 118739, "loss_box_reg": 0.22717840503901243, "loss_cls": 0.20765859680250287, "loss_mask": 0.2477330695837736, "loss_rpn_cls": 0.04367547435685992, "loss_rpn_loc": 0.06566021582693793, "loss_sem_seg": 0.3619871148839593, "lr": 0.02, "mask_rcnn/accuracy": 0.8947599480883192, "mask_rcnn/false_negative": 0.08069023727967259, "mask_rcnn/false_positive": 0.12691053191998475, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.5656295744993258, "total_loss": 1.1721580826269928} {"data_time": 0.013242301494756248, "eta_seconds": 85498.91382466452, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.3289787798408488, "fast_rcnn/fg_cls_accuracy": 0.6112244897959184, "iteration": 118759, "loss_box_reg": 0.24755942542105913, "loss_cls": 0.23803374404087663, "loss_mask": 0.2593307150527835, "loss_rpn_cls": 0.03863469496718608, "loss_rpn_loc": 0.08095105359097943, "loss_sem_seg": 0.32183167105540633, "lr": 0.02, "mask_rcnn/accuracy": 0.8780755272938812, "mask_rcnn/false_negative": 0.09504996115086783, "mask_rcnn/false_positive": 0.11320927193921512, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5704051770007936, "total_loss": 1.1840333137079142} {"data_time": 0.012159304991655517, "eta_seconds": 85356.19487431811, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.3350348927371414, "fast_rcnn/fg_cls_accuracy": 0.5928219852337981, "iteration": 118779, "loss_box_reg": 0.22482855315320194, "loss_cls": 0.20275627821683884, "loss_mask": 0.2436997275799513, "loss_rpn_cls": 0.03377227301825769, "loss_rpn_loc": 0.06957552139647305, "loss_sem_seg": 0.29460512730292976, "lr": 0.02, "mask_rcnn/accuracy": 0.909097659923247, "mask_rcnn/false_negative": 0.07551546308814, "mask_rcnn/false_positive": 0.10467089181698008, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5541046579965041, "total_loss": 1.0933549277251586} {"data_time": 0.01324456199654378, "eta_seconds": 85356.52747688521, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.30752169720347156, "fast_rcnn/fg_cls_accuracy": 0.6822215422276622, "iteration": 118799, "loss_box_reg": 0.2157657677307725, "loss_cls": 0.21251614531502128, "loss_mask": 0.2524889390915632, "loss_rpn_cls": 0.03787794332311023, "loss_rpn_loc": 0.05334368348121643, "loss_sem_seg": 0.2820039715152234, "lr": 0.02, "mask_rcnn/accuracy": 0.8947460170041224, "mask_rcnn/false_negative": 0.11348348993753662, "mask_rcnn/false_positive": 0.0963823691358367, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5688842914969428, "total_loss": 1.0868189520115266} {"data_time": 0.012624290000530891, "eta_seconds": 85395.02158827061, "fast_rcnn/cls_accuracy": 0.9609375, "fast_rcnn/false_negative": 0.3068633605356769, "fast_rcnn/fg_cls_accuracy": 0.6877842755035737, "iteration": 118819, "loss_box_reg": 0.21483179205097258, "loss_cls": 0.21575322095304728, "loss_mask": 0.25452088564634323, "loss_rpn_cls": 0.038552178753889166, "loss_rpn_loc": 0.06665914315090049, "loss_sem_seg": 0.30321756564080715, "lr": 0.02, "mask_rcnn/accuracy": 0.9111495285546252, "mask_rcnn/false_negative": 0.09979784769098085, "mask_rcnn/false_positive": 0.08596920452330617, "roi_head/num_bg_samples": 459.5, "roi_head/num_fg_samples": 52.5, "rpn/num_neg_anchors": 240.75, "rpn/num_pos_anchors": 15.25, "time": 0.5694914355044602, "total_loss": 1.1062055726360995} {"data_time": 0.012239743002282921, "eta_seconds": 85322.32807213813, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.3961717254580257, "fast_rcnn/fg_cls_accuracy": 0.6001634521085322, "iteration": 118839, "loss_box_reg": 0.21718684863299131, "loss_cls": 0.20845605223439634, "loss_mask": 0.2586023109033704, "loss_rpn_cls": 0.04520432121353224, "loss_rpn_loc": 0.08343134875758551, "loss_sem_seg": 0.306219766382128, "lr": 0.02, "mask_rcnn/accuracy": 0.8954985607442643, "mask_rcnn/false_negative": 0.08825911501817853, "mask_rcnn/false_positive": 0.13318046173762646, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5629570164965116, "total_loss": 1.1066529109957628} {"data_time": 0.012718440993921831, "eta_seconds": 85264.43012525886, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.3132721656976744, "fast_rcnn/fg_cls_accuracy": 0.6117392123610326, "iteration": 118859, "loss_box_reg": 0.2361897355876863, "loss_cls": 0.21292860433459282, "loss_mask": 0.25774633418768644, "loss_rpn_cls": 0.04392716134316288, "loss_rpn_loc": 0.06041879375698045, "loss_sem_seg": 0.3132157800719142, "lr": 0.02, "mask_rcnn/accuracy": 0.8888528984664638, "mask_rcnn/false_negative": 0.08411475486768794, "mask_rcnn/false_positive": 0.13035984373935747, "roi_head/num_bg_samples": 465.0, "roi_head/num_fg_samples": 47.0, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5605907010030933, "total_loss": 1.1280526266491506} {"data_time": 0.013257474005513359, "eta_seconds": 85321.29310642183, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.33116550116550114, "fast_rcnn/fg_cls_accuracy": 0.6554423693642708, "iteration": 118879, "loss_box_reg": 0.20641801063902676, "loss_cls": 0.20059176487848163, "loss_mask": 0.24416998121887445, "loss_rpn_cls": 0.03844097378896549, "loss_rpn_loc": 0.06642930256202817, "loss_sem_seg": 0.34363102028146386, "lr": 0.02, "mask_rcnn/accuracy": 0.9011555161829199, "mask_rcnn/false_negative": 0.0841679379254277, "mask_rcnn/false_positive": 0.13462572913704635, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5721909545027302, "total_loss": 1.0826218632573728} {"data_time": 0.012872446997789666, "eta_seconds": 85327.12952622716, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.4048697416573064, "fast_rcnn/fg_cls_accuracy": 0.574278053552665, "iteration": 118899, "loss_box_reg": 0.2138560158200562, "loss_cls": 0.2076543769799173, "loss_mask": 0.2523936852812767, "loss_rpn_cls": 0.041621326410677284, "loss_rpn_loc": 0.06967846408952028, "loss_sem_seg": 0.3442771169357002, "lr": 0.02, "mask_rcnn/accuracy": 0.8819364300529149, "mask_rcnn/false_negative": 0.10707845210863809, "mask_rcnn/false_positive": 0.13014839226798136, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5699693854985526, "total_loss": 1.1088049862883054} {"data_time": 0.012764872502884828, "eta_seconds": 85315.83547396725, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.3262898489932886, "fast_rcnn/fg_cls_accuracy": 0.6358731412027898, "iteration": 118919, "loss_box_reg": 0.22164916060864925, "loss_cls": 0.19354860275052488, "loss_mask": 0.2556937369517982, "loss_rpn_cls": 0.035237071628216654, "loss_rpn_loc": 0.06609362026210874, "loss_sem_seg": 0.2986052935011685, "lr": 0.02, "mask_rcnn/accuracy": 0.9014880952380953, "mask_rcnn/false_negative": 0.09079839730696236, "mask_rcnn/false_positive": 0.10164793039635275, "roi_head/num_bg_samples": 458.5, "roi_head/num_fg_samples": 53.5, "rpn/num_neg_anchors": 235.25, "rpn/num_pos_anchors": 20.75, "time": 0.578036509003141, "total_loss": 1.08369556874095} {"data_time": 0.013605090003693476, "eta_seconds": 85277.49417785436, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.255, "fast_rcnn/fg_cls_accuracy": 0.7100925852023305, "iteration": 118939, "loss_box_reg": 0.23750856379047036, "loss_cls": 0.20674792025238276, "loss_mask": 0.25200948026031256, "loss_rpn_cls": 0.047095386107685044, "loss_rpn_loc": 0.08295955916400999, "loss_sem_seg": 0.26369548914954066, "lr": 0.02, "mask_rcnn/accuracy": 0.901742436348141, "mask_rcnn/false_negative": 0.11239532286151388, "mask_rcnn/false_positive": 0.11156867286698127, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 236.5, "rpn/num_pos_anchors": 19.5, "time": 0.5696239949975279, "total_loss": 1.094802417239407} {"data_time": 0.013330960493476596, "eta_seconds": 85293.24736944743, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.42486772486772484, "fast_rcnn/fg_cls_accuracy": 0.4959016393442623, "iteration": 118959, "loss_box_reg": 0.23483465146273375, "loss_cls": 0.20985879469662905, "loss_mask": 0.259393269661814, "loss_rpn_cls": 0.04449794613174163, "loss_rpn_loc": 0.07183716673171148, "loss_sem_seg": 0.3109676018357277, "lr": 0.02, "mask_rcnn/accuracy": 0.8855630042714759, "mask_rcnn/false_negative": 0.09338615788512922, "mask_rcnn/false_positive": 0.13067578563809654, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.5734184419998201, "total_loss": 1.1760516466747504} {"data_time": 0.011863396990520414, "eta_seconds": 85254.91323527411, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.31994485294117647, "fast_rcnn/fg_cls_accuracy": 0.6800551470588235, "iteration": 118979, "loss_box_reg": 0.2225115355104208, "loss_cls": 0.2059504649369046, "loss_mask": 0.2506731338799, "loss_rpn_cls": 0.04275983027764596, "loss_rpn_loc": 0.07092439796542749, "loss_sem_seg": 0.32901475904509425, "lr": 0.02, "mask_rcnn/accuracy": 0.8891876419468063, "mask_rcnn/false_negative": 0.09160168956437761, "mask_rcnn/false_positive": 0.1124979211844231, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5597273890016368, "total_loss": 1.1397263061953709} {"data_time": 0.012558940499729943, "eta_seconds": 85243.62276398399, "fast_rcnn/cls_accuracy": 0.91015625, "fast_rcnn/false_negative": 0.4615578784819149, "fast_rcnn/fg_cls_accuracy": 0.49671040608209366, "iteration": 118999, "loss_box_reg": 0.263507841154933, "loss_cls": 0.23948189476504922, "loss_mask": 0.2658540764823556, "loss_rpn_cls": 0.04145543846243527, "loss_rpn_loc": 0.07740762270987034, "loss_sem_seg": 0.32574610924348235, "lr": 0.02, "mask_rcnn/accuracy": 0.8646830757928553, "mask_rcnn/false_negative": 0.10925597359648895, "mask_rcnn/false_positive": 0.15710226998156746, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.5630389274956542, "total_loss": 1.2377293406025274} {"data_time": 0.013374125999689568, "eta_seconds": 85259.3652126677, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.27024812734082393, "fast_rcnn/fg_cls_accuracy": 0.7029244432109901, "iteration": 119019, "loss_box_reg": 0.2176082907244563, "loss_cls": 0.2065552391577512, "loss_mask": 0.26998287066817284, "loss_rpn_cls": 0.047167160897515714, "loss_rpn_loc": 0.0778501708409749, "loss_sem_seg": 0.3438132144510746, "lr": 0.02, "mask_rcnn/accuracy": 0.8933552279720478, "mask_rcnn/false_negative": 0.0916068978640904, "mask_rcnn/false_positive": 0.1132488511353473, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5734926459917915, "total_loss": 1.1685980701586232} {"data_time": 0.012304395502724219, "eta_seconds": 85285.45152058882, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.37457069784435515, "fast_rcnn/fg_cls_accuracy": 0.5996498395097754, "iteration": 119039, "loss_box_reg": 0.23973023507278413, "loss_cls": 0.21579694095999002, "loss_mask": 0.25139819364994764, "loss_rpn_cls": 0.0389451449009357, "loss_rpn_loc": 0.07842401020752732, "loss_sem_seg": 0.3602872025221586, "lr": 0.02, "mask_rcnn/accuracy": 0.886049113041443, "mask_rcnn/false_negative": 0.08700343604917343, "mask_rcnn/false_positive": 0.13522638967870337, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.5841788100005942, "total_loss": 1.1932711344925337} {"data_time": 0.01257389999955194, "eta_seconds": 85259.45689971064, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3729296066252588, "fast_rcnn/fg_cls_accuracy": 0.5801587301587301, "iteration": 119059, "loss_box_reg": 0.22173716803081334, "loss_cls": 0.20533389737829566, "loss_mask": 0.25296467170119286, "loss_rpn_cls": 0.0436911063734442, "loss_rpn_loc": 0.0687699651462026, "loss_sem_seg": 0.3524605776183307, "lr": 0.02, "mask_rcnn/accuracy": 0.8796356124686717, "mask_rcnn/false_negative": 0.09799769741604691, "mask_rcnn/false_positive": 0.13210372695269526, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5543252044953988, "total_loss": 1.1711402228393126} {"data_time": 0.013448078505462036, "eta_seconds": 85208.37525502272, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.379004004004004, "fast_rcnn/fg_cls_accuracy": 0.5826086956521739, "iteration": 119079, "loss_box_reg": 0.23536483710631728, "loss_cls": 0.2048807698301971, "loss_mask": 0.2533386005088687, "loss_rpn_cls": 0.04735358525067568, "loss_rpn_loc": 0.07425911125028506, "loss_sem_seg": 0.3140186946839094, "lr": 0.02, "mask_rcnn/accuracy": 0.8886426598398705, "mask_rcnn/false_negative": 0.0940808005391881, "mask_rcnn/false_positive": 0.12649729630615603, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5712679075004417, "total_loss": 1.1465266150044044} {"data_time": 0.013208167496486567, "eta_seconds": 85165.61103045661, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.3169332837301587, "fast_rcnn/fg_cls_accuracy": 0.6784791435954227, "iteration": 119099, "loss_box_reg": 0.23646001098677516, "loss_cls": 0.22047420497983694, "loss_mask": 0.2587475925683975, "loss_rpn_cls": 0.04429757109028287, "loss_rpn_loc": 0.08646962998318486, "loss_sem_seg": 0.2971735745668411, "lr": 0.02, "mask_rcnn/accuracy": 0.8901337259290252, "mask_rcnn/false_negative": 0.09808132203513037, "mask_rcnn/false_positive": 0.10749355353873266, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 0.5544485870050266, "total_loss": 1.1567020292277448} {"data_time": 0.01269476099696476, "eta_seconds": 85225.56572757065, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.32870085995085996, "fast_rcnn/fg_cls_accuracy": 0.6291228070175439, "iteration": 119119, "loss_box_reg": 0.23849526373669505, "loss_cls": 0.2182792481034994, "loss_mask": 0.2542903171852231, "loss_rpn_cls": 0.039306556653173175, "loss_rpn_loc": 0.08098044968210161, "loss_sem_seg": 0.30654543777927756, "lr": 0.02, "mask_rcnn/accuracy": 0.8994864393125671, "mask_rcnn/false_negative": 0.08890265401704617, "mask_rcnn/false_positive": 0.1295884774165819, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5843037555023329, "total_loss": 1.190158550401975} {"data_time": 0.013332917500520125, "eta_seconds": 85228.95649768847, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.3319799498746867, "fast_rcnn/fg_cls_accuracy": 0.6019265956301798, "iteration": 119139, "loss_box_reg": 0.23385607730597258, "loss_cls": 0.21239845873788, "loss_mask": 0.25454244017601013, "loss_rpn_cls": 0.03558510693255812, "loss_rpn_loc": 0.06315349641954526, "loss_sem_seg": 0.31593210343271494, "lr": 0.02, "mask_rcnn/accuracy": 0.8941007818111717, "mask_rcnn/false_negative": 0.07576595621398291, "mask_rcnn/false_positive": 0.13287294953441425, "roi_head/num_bg_samples": 431.0, "roi_head/num_fg_samples": 81.0, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5722621219974826, "total_loss": 1.1120883252915519} {"data_time": 0.012728211491776165, "eta_seconds": 85231.02773771266, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.29814814814814816, "fast_rcnn/fg_cls_accuracy": 0.6967153284671532, "iteration": 119159, "loss_box_reg": 0.21309167006984353, "loss_cls": 0.20140557549893856, "loss_mask": 0.2546514216810465, "loss_rpn_cls": 0.039244504674570635, "loss_rpn_loc": 0.07568720122799277, "loss_sem_seg": 0.2955514434725046, "lr": 0.02, "mask_rcnn/accuracy": 0.905246186484798, "mask_rcnn/false_negative": 0.07934457996289115, "mask_rcnn/false_positive": 0.09781387156968196, "roi_head/num_bg_samples": 464.25, "roi_head/num_fg_samples": 47.75, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5621395995040075, "total_loss": 1.0992462722351775} {"data_time": 0.011878374498337507, "eta_seconds": 85219.72696037259, "fast_rcnn/cls_accuracy": 0.91259765625, "fast_rcnn/false_negative": 0.35619604566972984, "fast_rcnn/fg_cls_accuracy": 0.6317650129309322, "iteration": 119179, "loss_box_reg": 0.2243248070590198, "loss_cls": 0.20443722745403647, "loss_mask": 0.2611999185755849, "loss_rpn_cls": 0.04062320839148015, "loss_rpn_loc": 0.07866257586283609, "loss_sem_seg": 0.2903058072552085, "lr": 0.02, "mask_rcnn/accuracy": 0.885403540826613, "mask_rcnn/false_negative": 0.08510811835595945, "mask_rcnn/false_positive": 0.1399283767287286, "roi_head/num_bg_samples": 431.0, "roi_head/num_fg_samples": 81.0, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.5688711815018905, "total_loss": 1.1076891803822946} {"data_time": 0.013616969496069942, "eta_seconds": 85208.42618303251, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.3025574186275891, "fast_rcnn/fg_cls_accuracy": 0.5481474688187822, "iteration": 119199, "loss_box_reg": 0.23664966225624084, "loss_cls": 0.21227180305868387, "loss_mask": 0.2500421507284045, "loss_rpn_cls": 0.04433371461345814, "loss_rpn_loc": 0.07602830076939426, "loss_sem_seg": 0.2821643981151283, "lr": 0.02, "mask_rcnn/accuracy": 0.9118961747260481, "mask_rcnn/false_negative": 0.08166817419818923, "mask_rcnn/false_positive": 0.08856244246701442, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.5650658575032139, "total_loss": 1.1009701321600005} {"data_time": 0.012313383500440978, "eta_seconds": 85239.21667349132, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.34879655775178164, "fast_rcnn/fg_cls_accuracy": 0.5876923076923077, "iteration": 119219, "loss_box_reg": 0.24636550061404705, "loss_cls": 0.2277824964839965, "loss_mask": 0.2654153509065509, "loss_rpn_cls": 0.04440534305467736, "loss_rpn_loc": 0.09068614843999967, "loss_sem_seg": 0.3040286663454026, "lr": 0.02, "mask_rcnn/accuracy": 0.8886615543653359, "mask_rcnn/false_negative": 0.09077894738757206, "mask_rcnn/false_positive": 0.12032738056865835, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.5654295105050551, "total_loss": 1.1954306709521916} {"data_time": 0.012865537995821796, "eta_seconds": 85248.42368617468, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.38317757009345793, "fast_rcnn/fg_cls_accuracy": 0.5940019266845815, "iteration": 119239, "loss_box_reg": 0.2374720824882388, "loss_cls": 0.21978983841836452, "loss_mask": 0.24606708530336618, "loss_rpn_cls": 0.04324164235731587, "loss_rpn_loc": 0.08219444658607244, "loss_sem_seg": 0.29925530683249235, "lr": 0.02, "mask_rcnn/accuracy": 0.8776272435656552, "mask_rcnn/false_negative": 0.0928661102251375, "mask_rcnn/false_positive": 0.14183721137232302, "roi_head/num_bg_samples": 458.5, "roi_head/num_fg_samples": 53.5, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5683364590076962, "total_loss": 1.1628544886771124} {"data_time": 0.013021040998864919, "eta_seconds": 85357.13571858263, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.2926680599094392, "fast_rcnn/fg_cls_accuracy": 0.657991967871486, "iteration": 119259, "loss_box_reg": 0.22536496445536613, "loss_cls": 0.22727944725193083, "loss_mask": 0.2574294055812061, "loss_rpn_cls": 0.037859377305721864, "loss_rpn_loc": 0.06741976816556416, "loss_sem_seg": 0.31118315923959017, "lr": 0.02, "mask_rcnn/accuracy": 0.8986726263781375, "mask_rcnn/false_negative": 0.08433054209928456, "mask_rcnn/false_positive": 0.13347350026322036, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5824188584956573, "total_loss": 1.1258278476307169} {"data_time": 0.012529793995781802, "eta_seconds": 85345.81071268264, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3204355434571262, "fast_rcnn/fg_cls_accuracy": 0.6303056027164686, "iteration": 119279, "loss_box_reg": 0.23660712782293558, "loss_cls": 0.20953660598024726, "loss_mask": 0.25020554289221764, "loss_rpn_cls": 0.0411496099550277, "loss_rpn_loc": 0.0823054802021943, "loss_sem_seg": 0.3206921205855906, "lr": 0.02, "mask_rcnn/accuracy": 0.8792146992434522, "mask_rcnn/false_negative": 0.09414966621528485, "mask_rcnn/false_positive": 0.13433947618999664, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5560073950036895, "total_loss": 1.1071131416829303} {"data_time": 0.01244448599027237, "eta_seconds": 85390.51437925638, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.3684364487348252, "fast_rcnn/fg_cls_accuracy": 0.6315635512651747, "iteration": 119299, "loss_box_reg": 0.2281746023800224, "loss_cls": 0.20157212833873928, "loss_mask": 0.26025890558958054, "loss_rpn_cls": 0.04238283645827323, "loss_rpn_loc": 0.07529238922870718, "loss_sem_seg": 0.34982529003173113, "lr": 0.02, "mask_rcnn/accuracy": 0.9009750894243567, "mask_rcnn/false_negative": 0.07537420794110107, "mask_rcnn/false_positive": 0.1300730555969162, "roi_head/num_bg_samples": 432.5, "roi_head/num_fg_samples": 79.5, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5685992244980298, "total_loss": 1.1585380935284775} {"data_time": 0.01387150749360444, "eta_seconds": 85379.1819376164, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3392264911475075, "fast_rcnn/fg_cls_accuracy": 0.6336020611702128, "iteration": 119319, "loss_box_reg": 0.23127049952745438, "loss_cls": 0.22450332855805755, "loss_mask": 0.2598151536658406, "loss_rpn_cls": 0.044761014491086826, "loss_rpn_loc": 0.0740429341676645, "loss_sem_seg": 0.34294457267969847, "lr": 0.02, "mask_rcnn/accuracy": 0.8834191442388846, "mask_rcnn/false_negative": 0.08837856643536054, "mask_rcnn/false_positive": 0.1252464873387218, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5662429990115925, "total_loss": 1.1609442991029937} {"data_time": 0.01337374749709852, "eta_seconds": 85367.84949597644, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.4068247454020368, "fast_rcnn/fg_cls_accuracy": 0.5868496732026144, "iteration": 119339, "loss_box_reg": 0.2236151392571628, "loss_cls": 0.22612479189410806, "loss_mask": 0.270763305015862, "loss_rpn_cls": 0.041623364319093525, "loss_rpn_loc": 0.07166904816403985, "loss_sem_seg": 0.33791630202904344, "lr": 0.02, "mask_rcnn/accuracy": 0.8774409856108343, "mask_rcnn/false_negative": 0.1067262035770437, "mask_rcnn/false_positive": 0.1469398247808899, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5629567939977278, "total_loss": 1.1726733448376763} {"data_time": 0.01318854699638905, "eta_seconds": 85356.51705433647, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.34039106145251397, "fast_rcnn/fg_cls_accuracy": 0.5899102728438015, "iteration": 119359, "loss_box_reg": 0.2301717083901167, "loss_cls": 0.2190225925296545, "loss_mask": 0.253979355096817, "loss_rpn_cls": 0.04544994287425652, "loss_rpn_loc": 0.08494831179268658, "loss_sem_seg": 0.3654280728660524, "lr": 0.02, "mask_rcnn/accuracy": 0.8870581949695874, "mask_rcnn/false_negative": 0.08667865057066729, "mask_rcnn/false_positive": 0.12438506390587928, "roi_head/num_bg_samples": 458.0, "roi_head/num_fg_samples": 54.0, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5592071225037216, "total_loss": 1.1993835902248975} {"data_time": 0.012999234495509882, "eta_seconds": 85345.1846126965, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.3732222673709874, "fast_rcnn/fg_cls_accuracy": 0.5423484848484849, "iteration": 119379, "loss_box_reg": 0.23754605185240507, "loss_cls": 0.20595077378675342, "loss_mask": 0.25491068605333567, "loss_rpn_cls": 0.03639303057570942, "loss_rpn_loc": 0.0653565930260811, "loss_sem_seg": 0.33480326319113374, "lr": 0.02, "mask_rcnn/accuracy": 0.8843887307488978, "mask_rcnn/false_negative": 0.10564836480557444, "mask_rcnn/false_positive": 0.1217935862389452, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5743378450060845, "total_loss": 1.0895754834346008} {"data_time": 0.01213969550008187, "eta_seconds": 85318.81601722214, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.3028462654097172, "fast_rcnn/fg_cls_accuracy": 0.6243365767359575, "iteration": 119399, "loss_box_reg": 0.2328381589613855, "loss_cls": 0.21764475107192993, "loss_mask": 0.2553952168673277, "loss_rpn_cls": 0.04322399225202389, "loss_rpn_loc": 0.08134389924816787, "loss_sem_seg": 0.31430636113509536, "lr": 0.02, "mask_rcnn/accuracy": 0.8829906962785115, "mask_rcnn/false_negative": 0.0962143861745022, "mask_rcnn/false_positive": 0.12144385305258187, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5619999300033669, "total_loss": 1.168645647871017} {"data_time": 0.013023327999690082, "eta_seconds": 85285.44676319219, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.3453457446808511, "fast_rcnn/fg_cls_accuracy": 0.622740208700366, "iteration": 119419, "loss_box_reg": 0.22313569393008947, "loss_cls": 0.20539950346574187, "loss_mask": 0.2570041995495558, "loss_rpn_cls": 0.04769031866453588, "loss_rpn_loc": 0.08183421139256097, "loss_sem_seg": 0.3110860069282353, "lr": 0.02, "mask_rcnn/accuracy": 0.8823204999764582, "mask_rcnn/false_negative": 0.09043031814058215, "mask_rcnn/false_positive": 0.12988193402554665, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.566961447999347, "total_loss": 1.167575535553624} {"data_time": 0.012066609000612516, "eta_seconds": 85311.18728777659, "fast_rcnn/cls_accuracy": 0.908203125, "fast_rcnn/false_negative": 0.34769917582417587, "fast_rcnn/fg_cls_accuracy": 0.579349593495935, "iteration": 119439, "loss_box_reg": 0.24475187482312322, "loss_cls": 0.2273110505193472, "loss_mask": 0.2538724076002836, "loss_rpn_cls": 0.049340904341079295, "loss_rpn_loc": 0.0889195969211869, "loss_sem_seg": 0.3319605505093932, "lr": 0.02, "mask_rcnn/accuracy": 0.8752149553201072, "mask_rcnn/false_negative": 0.11922301335037506, "mask_rcnn/false_positive": 0.12267453825139464, "roi_head/num_bg_samples": 427.75, "roi_head/num_fg_samples": 84.25, "rpn/num_neg_anchors": 202.0, "rpn/num_pos_anchors": 54.0, "time": 0.57166374350345, "total_loss": 1.2088406408511219} {"data_time": 0.01304995600366965, "eta_seconds": 85277.37132182119, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.3666197183098592, "fast_rcnn/fg_cls_accuracy": 0.6298591549295774, "iteration": 119459, "loss_box_reg": 0.23898264672607183, "loss_cls": 0.2124342704191804, "loss_mask": 0.2705561425536871, "loss_rpn_cls": 0.045903262915089726, "loss_rpn_loc": 0.08978319988818839, "loss_sem_seg": 0.3159799138084054, "lr": 0.02, "mask_rcnn/accuracy": 0.881744318236869, "mask_rcnn/false_negative": 0.09464140412291346, "mask_rcnn/false_positive": 0.14371876228636482, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5671463009930449, "total_loss": 1.18101389844378} {"data_time": 0.013046735497482587, "eta_seconds": 85273.49423794194, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.2570806100217865, "fast_rcnn/fg_cls_accuracy": 0.7286759006504229, "iteration": 119479, "loss_box_reg": 0.23394271917641163, "loss_cls": 0.21396484319120646, "loss_mask": 0.24845293164253235, "loss_rpn_cls": 0.04170649268780835, "loss_rpn_loc": 0.07613418222172186, "loss_sem_seg": 0.3105020460207015, "lr": 0.02, "mask_rcnn/accuracy": 0.8872498531786815, "mask_rcnn/false_negative": 0.09363528681171185, "mask_rcnn/false_positive": 0.12583164279737352, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5683630440034904, "total_loss": 1.1752485330216587} {"data_time": 0.011694860506395344, "eta_seconds": 85277.18996285668, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.4382183908045977, "fast_rcnn/fg_cls_accuracy": 0.5039627039627039, "iteration": 119499, "loss_box_reg": 0.21987713337875903, "loss_cls": 0.20866965013556182, "loss_mask": 0.2538135997019708, "loss_rpn_cls": 0.03626671401434578, "loss_rpn_loc": 0.0555651135800872, "loss_sem_seg": 0.28086125617846847, "lr": 0.02, "mask_rcnn/accuracy": 0.8849003219812257, "mask_rcnn/false_negative": 0.09135395123511926, "mask_rcnn/false_positive": 0.11895632089953903, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5584887244986021, "total_loss": 1.1083991274645086} {"data_time": 0.012213586996949743, "eta_seconds": 85243.38295799134, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.34901408450704224, "fast_rcnn/fg_cls_accuracy": 0.589975635224504, "iteration": 119519, "loss_box_reg": 0.23933199071325362, "loss_cls": 0.2256256698165089, "loss_mask": 0.2621417222544551, "loss_rpn_cls": 0.0494375464040786, "loss_rpn_loc": 0.08487933123251423, "loss_sem_seg": 0.3313123332336545, "lr": 0.02, "mask_rcnn/accuracy": 0.8831425056055942, "mask_rcnn/false_negative": 0.09462523448775395, "mask_rcnn/false_positive": 0.12925646481393682, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5615152000027592, "total_loss": 1.1930533668783028} {"data_time": 0.012673944504058454, "eta_seconds": 85215.58938342874, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.2968240511282118, "fast_rcnn/fg_cls_accuracy": 0.6397699802212292, "iteration": 119539, "loss_box_reg": 0.22394384071230888, "loss_cls": 0.1943627146538347, "loss_mask": 0.24411050789058208, "loss_rpn_cls": 0.0412388080439996, "loss_rpn_loc": 0.06571776792407036, "loss_sem_seg": 0.29416734143160284, "lr": 0.02, "mask_rcnn/accuracy": 0.8936793077124607, "mask_rcnn/false_negative": 0.09118242721123196, "mask_rcnn/false_positive": 0.12151418040215484, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5537783389954711, "total_loss": 1.0799604950734647} {"data_time": 0.013268972994410433, "eta_seconds": 85220.72404877144, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.30938375350140057, "fast_rcnn/fg_cls_accuracy": 0.6685167491007193, "iteration": 119559, "loss_box_reg": 0.2381582057569176, "loss_cls": 0.2189025548286736, "loss_mask": 0.2577191046439111, "loss_rpn_cls": 0.053224222152493894, "loss_rpn_loc": 0.07836657494772226, "loss_sem_seg": 0.3344731330871582, "lr": 0.02, "mask_rcnn/accuracy": 0.8955891731692677, "mask_rcnn/false_negative": 0.08701778689938688, "mask_rcnn/false_positive": 0.10104706002730499, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5710574055046891, "total_loss": 1.2501912604348036} {"data_time": 0.013063514496025164, "eta_seconds": 85203.97424860294, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.34660205719721743, "fast_rcnn/fg_cls_accuracy": 0.5178049289891395, "iteration": 119579, "loss_box_reg": 0.24944132938981056, "loss_cls": 0.23005398269742727, "loss_mask": 0.25814751256257296, "loss_rpn_cls": 0.05132341472199187, "loss_rpn_loc": 0.07502006649156101, "loss_sem_seg": 0.37361046066507697, "lr": 0.02, "mask_rcnn/accuracy": 0.8845414335815569, "mask_rcnn/false_negative": 0.08338094077799049, "mask_rcnn/false_positive": 0.11647660267807274, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.5627372129965806, "total_loss": 1.2609215991979} {"data_time": 0.013012417992285918, "eta_seconds": 85205.51156902163, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.34203531422061895, "fast_rcnn/fg_cls_accuracy": 0.6012565751022794, "iteration": 119599, "loss_box_reg": 0.23488997155800462, "loss_cls": 0.21835180232301354, "loss_mask": 0.262895124964416, "loss_rpn_cls": 0.05257374653592706, "loss_rpn_loc": 0.07825395718100481, "loss_sem_seg": 0.3118037283420563, "lr": 0.02, "mask_rcnn/accuracy": 0.8903282685542179, "mask_rcnn/false_negative": 0.09326405750230952, "mask_rcnn/false_positive": 0.14463377185765985, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.5673065054943436, "total_loss": 1.1744314504903741} {"data_time": 0.012924768503580708, "eta_seconds": 85209.19531301685, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.35238095238095235, "fast_rcnn/fg_cls_accuracy": 0.5995798319327731, "iteration": 119619, "loss_box_reg": 0.22357996669597924, "loss_cls": 0.22145813331007957, "loss_mask": 0.24596840143203735, "loss_rpn_cls": 0.04497097639250569, "loss_rpn_loc": 0.07635333557846025, "loss_sem_seg": 0.3245708509348333, "lr": 0.02, "mask_rcnn/accuracy": 0.8765144673096225, "mask_rcnn/false_negative": 0.10371700351002072, "mask_rcnn/false_positive": 0.14911524299191622, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5679003539989935, "total_loss": 1.163471358915558} {"data_time": 0.01336107050155988, "eta_seconds": 85197.86287137688, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.3724165341812401, "fast_rcnn/fg_cls_accuracy": 0.5782892604084657, "iteration": 119639, "loss_box_reg": 0.2360149873420596, "loss_cls": 0.21457371208816767, "loss_mask": 0.25454527232795954, "loss_rpn_cls": 0.041167179733747616, "loss_rpn_loc": 0.07217866991413757, "loss_sem_seg": 0.33289205795153975, "lr": 0.02, "mask_rcnn/accuracy": 0.8872192359086493, "mask_rcnn/false_negative": 0.1049842022298676, "mask_rcnn/false_positive": 0.12644974518176635, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.5652676465033437, "total_loss": 1.1843094168580137} {"data_time": 0.013107120998029131, "eta_seconds": 85182.95426879241, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.2845117845117845, "fast_rcnn/fg_cls_accuracy": 0.6685934489402697, "iteration": 119659, "loss_box_reg": 0.2244880497455597, "loss_cls": 0.2065751466434449, "loss_mask": 0.25615475699305534, "loss_rpn_cls": 0.047696098510641605, "loss_rpn_loc": 0.07084665755974129, "loss_sem_seg": 0.3224395443685353, "lr": 0.02, "mask_rcnn/accuracy": 0.9059500582201813, "mask_rcnn/false_negative": 0.07412100314627271, "mask_rcnn/false_positive": 0.10763087052411777, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5546203819976654, "total_loss": 1.1591066983091878} {"data_time": 0.012363940993964206, "eta_seconds": 85171.62230289239, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.34375, "fast_rcnn/fg_cls_accuracy": 0.5972640562248996, "iteration": 119679, "loss_box_reg": 0.21677292045205832, "loss_cls": 0.20620814710855484, "loss_mask": 0.24694593343883753, "loss_rpn_cls": 0.0454565514519345, "loss_rpn_loc": 0.07040909375064075, "loss_sem_seg": 0.36041370080783963, "lr": 0.02, "mask_rcnn/accuracy": 0.8840894327655875, "mask_rcnn/false_negative": 0.09202831965539021, "mask_rcnn/false_positive": 0.1352476772170122, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.5582179844932398, "total_loss": 1.1074772642750759} {"data_time": 0.013420545496046543, "eta_seconds": 85136.00184508327, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.40501638001638, "fast_rcnn/fg_cls_accuracy": 0.5517942583732057, "iteration": 119699, "loss_box_reg": 0.21692250622436404, "loss_cls": 0.21178358839824796, "loss_mask": 0.2532209502533078, "loss_rpn_cls": 0.03779336984734982, "loss_rpn_loc": 0.0703719217563048, "loss_sem_seg": 0.31512090377509594, "lr": 0.02, "mask_rcnn/accuracy": 0.9001951394808538, "mask_rcnn/false_negative": 0.09361722957195227, "mask_rcnn/false_positive": 0.10755371242789084, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5553805730087333, "total_loss": 1.1151961406976625} {"data_time": 0.013059991004411131, "eta_seconds": 85124.67311116333, "fast_rcnn/cls_accuracy": 0.9130859375, "fast_rcnn/false_negative": 0.35570987654320985, "fast_rcnn/fg_cls_accuracy": 0.6170510132774283, "iteration": 119719, "loss_box_reg": 0.21552105387672782, "loss_cls": 0.19976786524057388, "loss_mask": 0.25133248046040535, "loss_rpn_cls": 0.04441743804636644, "loss_rpn_loc": 0.06634068509447388, "loss_sem_seg": 0.29924612771719694, "lr": 0.02, "mask_rcnn/accuracy": 0.8917912839233357, "mask_rcnn/false_negative": 0.09690735832816635, "mask_rcnn/false_positive": 0.12579018703274913, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5656156330005615, "total_loss": 1.1203465069411322} {"data_time": 0.014039559493539855, "eta_seconds": 85114.92376969608, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.3148449920508744, "fast_rcnn/fg_cls_accuracy": 0.6535926170072512, "iteration": 119739, "loss_box_reg": 0.22389313578605652, "loss_cls": 0.20233619422651827, "loss_mask": 0.24848343525081873, "loss_rpn_cls": 0.042517956462688744, "loss_rpn_loc": 0.059431358095025644, "loss_sem_seg": 0.32274666940793395, "lr": 0.02, "mask_rcnn/accuracy": 0.897389372415633, "mask_rcnn/false_negative": 0.08558340749209549, "mask_rcnn/false_positive": 0.10695203638866227, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5680553115016664, "total_loss": 1.1596223776577972} {"data_time": 0.012091138494724873, "eta_seconds": 85100.0704732392, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.34765625, "fast_rcnn/fg_cls_accuracy": 0.6190586756993006, "iteration": 119759, "loss_box_reg": 0.2364081887062639, "loss_cls": 0.20541948173195124, "loss_mask": 0.24945444334298372, "loss_rpn_cls": 0.0436304117392865, "loss_rpn_loc": 0.08465716149657965, "loss_sem_seg": 0.34267559414729476, "lr": 0.02, "mask_rcnn/accuracy": 0.8889598420013166, "mask_rcnn/false_negative": 0.09425185881074544, "mask_rcnn/false_positive": 0.10946748458718569, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5707261319985264, "total_loss": 1.1810394841013476} {"data_time": 0.012290303500776645, "eta_seconds": 85081.60935490337, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.324611801242236, "fast_rcnn/fg_cls_accuracy": 0.5852313363041206, "iteration": 119779, "loss_box_reg": 0.21350972913205624, "loss_cls": 0.22066412214189768, "loss_mask": 0.25303960870951414, "loss_rpn_cls": 0.04522292871843092, "loss_rpn_loc": 0.07782756449887529, "loss_sem_seg": 0.29193520406261086, "lr": 0.02, "mask_rcnn/accuracy": 0.8885319401733296, "mask_rcnn/false_negative": 0.10879646867475534, "mask_rcnn/false_positive": 0.11678809351827543, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.552416117003304, "total_loss": 1.1402091733179986} {"data_time": 0.013527170493034646, "eta_seconds": 85061.93756386828, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.34787668436096364, "fast_rcnn/fg_cls_accuracy": 0.5916335581631711, "iteration": 119799, "loss_box_reg": 0.23891134094446898, "loss_cls": 0.2123776074149646, "loss_mask": 0.25924831070005894, "loss_rpn_cls": 0.03914402434020303, "loss_rpn_loc": 0.08853883610572666, "loss_sem_seg": 0.3208079682663083, "lr": 0.02, "mask_rcnn/accuracy": 0.8892138398846676, "mask_rcnn/false_negative": 0.10508583617086566, "mask_rcnn/false_positive": 0.11508385027754833, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5617718444991624, "total_loss": 1.1568806264986051} {"data_time": 0.012148340501880739, "eta_seconds": 85050.61114958824, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.26632191338073696, "fast_rcnn/fg_cls_accuracy": 0.6877667786758697, "iteration": 119819, "loss_box_reg": 0.2491271924227476, "loss_cls": 0.2476570620201528, "loss_mask": 0.25290571339428425, "loss_rpn_cls": 0.04627594258636236, "loss_rpn_loc": 0.07748406572500244, "loss_sem_seg": 0.3137887385673821, "lr": 0.02, "mask_rcnn/accuracy": 0.9104693459881359, "mask_rcnn/false_negative": 0.07715283144403881, "mask_rcnn/false_positive": 0.09931958439271407, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 236.0, "rpn/num_pos_anchors": 20.0, "time": 0.5728744529915275, "total_loss": 1.2220741864002775} {"data_time": 0.012794961003237404, "eta_seconds": 85033.81587243709, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.3552865497076023, "fast_rcnn/fg_cls_accuracy": 0.6103478260869566, "iteration": 119839, "loss_box_reg": 0.2268175391945988, "loss_cls": 0.21805910463444889, "loss_mask": 0.2519848123192787, "loss_rpn_cls": 0.04051960262586363, "loss_rpn_loc": 0.07071915466804057, "loss_sem_seg": 0.3123004490043968, "lr": 0.02, "mask_rcnn/accuracy": 0.8659832385391901, "mask_rcnn/false_negative": 0.12079559326967448, "mask_rcnn/false_positive": 0.12078584943596314, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5636931769986404, "total_loss": 1.1705064076231793} {"data_time": 0.012819767995097209, "eta_seconds": 85022.49018655694, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.2986026111791106, "fast_rcnn/fg_cls_accuracy": 0.6649836801305589, "iteration": 119859, "loss_box_reg": 0.23243139823898673, "loss_cls": 0.2095055754762143, "loss_mask": 0.2551167933270335, "loss_rpn_cls": 0.03671084973029792, "loss_rpn_loc": 0.07783306442433968, "loss_sem_seg": 0.32209854549728334, "lr": 0.02, "mask_rcnn/accuracy": 0.8947815386105453, "mask_rcnn/false_negative": 0.0907178159850072, "mask_rcnn/false_positive": 0.1303296643529792, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5644836945066345, "total_loss": 1.1792712480819318} {"data_time": 0.013944904501840938, "eta_seconds": 85019.27576150635, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.3551782682512733, "fast_rcnn/fg_cls_accuracy": 0.5728046594982079, "iteration": 119879, "loss_box_reg": 0.2515890058130026, "loss_cls": 0.24421657319180667, "loss_mask": 0.25599236506968737, "loss_rpn_cls": 0.04348703857976943, "loss_rpn_loc": 0.07745308708399534, "loss_sem_seg": 0.32099591195583344, "lr": 0.02, "mask_rcnn/accuracy": 0.8764882515506203, "mask_rcnn/false_negative": 0.10755425715024686, "mask_rcnn/false_positive": 0.12441447523843314, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.5822533535028924, "total_loss": 1.1977066534309415} {"data_time": 0.012531373999081552, "eta_seconds": 85013.64420274363, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.3698529411764706, "fast_rcnn/fg_cls_accuracy": 0.6035714285714285, "iteration": 119899, "loss_box_reg": 0.21172068326268345, "loss_cls": 0.21272320370189846, "loss_mask": 0.24712958931922913, "loss_rpn_cls": 0.041532362811267376, "loss_rpn_loc": 0.07207864479278214, "loss_sem_seg": 0.3144649672321975, "lr": 0.02, "mask_rcnn/accuracy": 0.895178645766223, "mask_rcnn/false_negative": 0.09654042791056999, "mask_rcnn/false_positive": 0.13046740931848186, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5741202120043454, "total_loss": 1.103081724839285} {"data_time": 0.013265955501992721, "eta_seconds": 85002.31667738367, "fast_rcnn/cls_accuracy": 0.90380859375, "fast_rcnn/false_negative": 0.3516483516483516, "fast_rcnn/fg_cls_accuracy": 0.5937784752455199, "iteration": 119919, "loss_box_reg": 0.251453407574445, "loss_cls": 0.23892580880783498, "loss_mask": 0.2629941338673234, "loss_rpn_cls": 0.04776798529201187, "loss_rpn_loc": 0.08789609870291315, "loss_sem_seg": 0.3356655924580991, "lr": 0.02, "mask_rcnn/accuracy": 0.8949309838270199, "mask_rcnn/false_negative": 0.10105992339872627, "mask_rcnn/false_positive": 0.11279298752565947, "roi_head/num_bg_samples": 431.75, "roi_head/num_fg_samples": 80.25, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.5772614009911194, "total_loss": 1.2490694571461063} {"data_time": 0.012112488999264315, "eta_seconds": 84982.50673000282, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.37089381207028266, "fast_rcnn/fg_cls_accuracy": 0.6052188552188552, "iteration": 119939, "loss_box_reg": 0.23833897011354566, "loss_cls": 0.22204798320308328, "loss_mask": 0.25108526227995753, "loss_rpn_cls": 0.03908701780528645, "loss_rpn_loc": 0.0825177266378887, "loss_sem_seg": 0.3318589385598898, "lr": 0.02, "mask_rcnn/accuracy": 0.8902473796438217, "mask_rcnn/false_negative": 0.09821862587088317, "mask_rcnn/false_positive": 0.1263987060246543, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5568321760001709, "total_loss": 1.1392977092473302} {"data_time": 0.01270924098935211, "eta_seconds": 84942.72648366321, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.25740578439964945, "fast_rcnn/fg_cls_accuracy": 0.6690498780157224, "iteration": 119959, "loss_box_reg": 0.22273005079478025, "loss_cls": 0.19621435995213687, "loss_mask": 0.24877172894775867, "loss_rpn_cls": 0.04715882651544234, "loss_rpn_loc": 0.07924610265763476, "loss_sem_seg": 0.34204406291246414, "lr": 0.02, "mask_rcnn/accuracy": 0.8929527880389667, "mask_rcnn/false_negative": 0.08840407042297546, "mask_rcnn/false_positive": 0.10704881117158449, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5573512275004759, "total_loss": 1.1386114195629489} {"data_time": 0.012665419999393634, "eta_seconds": 84959.85394034261, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.32813781788351104, "fast_rcnn/fg_cls_accuracy": 0.6526056389070087, "iteration": 119979, "loss_box_reg": 0.23130612028762698, "loss_cls": 0.20986245921812952, "loss_mask": 0.25732524413615465, "loss_rpn_cls": 0.0439609331660904, "loss_rpn_loc": 0.07650576630840078, "loss_sem_seg": 0.31695844884961843, "lr": 0.02, "mask_rcnn/accuracy": 0.8848238274901797, "mask_rcnn/false_negative": 0.07621724686706588, "mask_rcnn/false_positive": 0.12357050026829432, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5709078680083621, "total_loss": 1.1559676523320377} {"data_time": 0.013225844006228726, "eta_seconds": 84957.00657594384, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.3001669089538578, "fast_rcnn/fg_cls_accuracy": 0.6659667258924244, "iteration": 119999, "loss_box_reg": 0.24618565384298563, "loss_cls": 0.20746648439671844, "loss_mask": 0.2517240485176444, "loss_rpn_cls": 0.039542270824313164, "loss_rpn_loc": 0.07348991453181952, "loss_sem_seg": 0.3042048658244312, "lr": 0.02, "mask_rcnn/accuracy": 0.9024807527801539, "mask_rcnn/false_negative": 0.09241240825252683, "mask_rcnn/false_positive": 0.09953314297513023, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5672443255025428, "total_loss": 1.1422642197285313} {"data_time": 0.011675497000396717, "eta_seconds": 84931.88469951577, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.3117366049617285, "fast_rcnn/fg_cls_accuracy": 0.6734704956299875, "iteration": 120019, "loss_box_reg": 0.23979832837358117, "loss_cls": 0.21222896804101765, "loss_mask": 0.25724421720951796, "loss_rpn_cls": 0.04339119329233654, "loss_rpn_loc": 0.07825639040675014, "loss_sem_seg": 0.31158346007578075, "lr": 0.02, "mask_rcnn/accuracy": 0.8888097525462488, "mask_rcnn/false_negative": 0.10184527263413416, "mask_rcnn/false_positive": 0.11151311603415276, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.559780141004012, "total_loss": 1.1608480885843164} {"data_time": 0.012092022494471166, "eta_seconds": 84925.8747558523, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.2739604462474645, "fast_rcnn/fg_cls_accuracy": 0.709895052473763, "iteration": 120039, "loss_box_reg": 0.236858113668859, "loss_cls": 0.22108563780784607, "loss_mask": 0.2590442290529609, "loss_rpn_cls": 0.04514060344081372, "loss_rpn_loc": 0.08748858264880255, "loss_sem_seg": 0.3240817852783948, "lr": 0.02, "mask_rcnn/accuracy": 0.901085809878275, "mask_rcnn/false_negative": 0.08851762147265738, "mask_rcnn/false_positive": 0.09671162329158589, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5751559474956593, "total_loss": 1.1736416546045803} {"data_time": 0.012052725003741216, "eta_seconds": 84937.4876835227, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3484526635844891, "fast_rcnn/fg_cls_accuracy": 0.5856705762366139, "iteration": 120059, "loss_box_reg": 0.2311837994493544, "loss_cls": 0.21693355194292963, "loss_mask": 0.2563766445964575, "loss_rpn_cls": 0.047422678529983386, "loss_rpn_loc": 0.07648436365707312, "loss_sem_seg": 0.3255835850723088, "lr": 0.02, "mask_rcnn/accuracy": 0.8934974107846448, "mask_rcnn/false_negative": 0.1022295839830997, "mask_rcnn/false_positive": 0.12017974553553296, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5755628340048133, "total_loss": 1.1949111445137532} {"data_time": 0.012314525003603194, "eta_seconds": 84944.98298489186, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.34187153053132435, "fast_rcnn/fg_cls_accuracy": 0.603030303030303, "iteration": 120079, "loss_box_reg": 0.2406500345095992, "loss_cls": 0.23711673310026526, "loss_mask": 0.26030942238867283, "loss_rpn_cls": 0.045291763090062886, "loss_rpn_loc": 0.07893727900227532, "loss_sem_seg": 0.3099718065932393, "lr": 0.02, "mask_rcnn/accuracy": 0.9025280391877031, "mask_rcnn/false_negative": 0.09309462975998607, "mask_rcnn/false_positive": 0.10892617270346266, "roi_head/num_bg_samples": 457.5, "roi_head/num_fg_samples": 54.5, "rpn/num_neg_anchors": 236.0, "rpn/num_pos_anchors": 20.0, "time": 0.5758621395070804, "total_loss": 1.1971436340681976} {"data_time": 0.012538844996015541, "eta_seconds": 84960.09273041476, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.39042207792207795, "fast_rcnn/fg_cls_accuracy": 0.5976731601731602, "iteration": 120099, "loss_box_reg": 0.2387286287266761, "loss_cls": 0.21719380421563983, "loss_mask": 0.2553791832178831, "loss_rpn_cls": 0.04255704546812922, "loss_rpn_loc": 0.07031708600698039, "loss_sem_seg": 0.3332717251032591, "lr": 0.02, "mask_rcnn/accuracy": 0.8576935134719817, "mask_rcnn/false_negative": 0.11523881984115653, "mask_rcnn/false_positive": 0.12543474171974706, "roi_head/num_bg_samples": 462.0, "roi_head/num_fg_samples": 50.0, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.5628505384956952, "total_loss": 1.1521928030415438} {"data_time": 0.012951206997968256, "eta_seconds": 84922.31905309181, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.35118214020924293, "fast_rcnn/fg_cls_accuracy": 0.6088981492830003, "iteration": 120119, "loss_box_reg": 0.22708939388394356, "loss_cls": 0.22149065323174, "loss_mask": 0.25424546748399734, "loss_rpn_cls": 0.05036962329177186, "loss_rpn_loc": 0.07921704609179869, "loss_sem_seg": 0.3408314869739115, "lr": 0.02, "mask_rcnn/accuracy": 0.8957055890538034, "mask_rcnn/false_negative": 0.10047120671450306, "mask_rcnn/false_positive": 0.10750727982124374, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5731963325088145, "total_loss": 1.1854551906289998} {"data_time": 0.012803525998606347, "eta_seconds": 84884.82944861989, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.2846153846153846, "fast_rcnn/fg_cls_accuracy": 0.7153846153846153, "iteration": 120139, "loss_box_reg": 0.22458488075062633, "loss_cls": 0.22291581332683563, "loss_mask": 0.25711372401565313, "loss_rpn_cls": 0.050274609224288724, "loss_rpn_loc": 0.08081929356558248, "loss_sem_seg": 0.3539008405059576, "lr": 0.02, "mask_rcnn/accuracy": 0.9031846294508273, "mask_rcnn/false_negative": 0.0832011799043697, "mask_rcnn/false_positive": 0.10764840218049682, "roi_head/num_bg_samples": 457.25, "roi_head/num_fg_samples": 54.75, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5600546764981118, "total_loss": 1.2235938536468893} {"data_time": 0.013566419504059013, "eta_seconds": 84873.50097363992, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.3425245098039216, "fast_rcnn/fg_cls_accuracy": 0.5988867941466918, "iteration": 120159, "loss_box_reg": 0.25476282672025263, "loss_cls": 0.2171976543031633, "loss_mask": 0.25137432338669896, "loss_rpn_cls": 0.04167421511374414, "loss_rpn_loc": 0.0772929651720915, "loss_sem_seg": 0.33435589727014303, "lr": 0.02, "mask_rcnn/accuracy": 0.8962539071769696, "mask_rcnn/false_negative": 0.08892719105084593, "mask_rcnn/false_positive": 0.13351105122103243, "roi_head/num_bg_samples": 430.5, "roi_head/num_fg_samples": 81.5, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5615891874986119, "total_loss": 1.1828983786108438} {"data_time": 0.013198171996918973, "eta_seconds": 84909.03396030256, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.4107470912431108, "fast_rcnn/fg_cls_accuracy": 0.5629320405781488, "iteration": 120179, "loss_box_reg": 0.25255878595635295, "loss_cls": 0.23819899186491966, "loss_mask": 0.2663713376969099, "loss_rpn_cls": 0.04926382900157478, "loss_rpn_loc": 0.09394080564379692, "loss_sem_seg": 0.2931027221493423, "lr": 0.02, "mask_rcnn/accuracy": 0.8867095533865721, "mask_rcnn/false_negative": 0.09067792489952221, "mask_rcnn/false_positive": 0.10898394537388309, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 237.75, "rpn/num_pos_anchors": 18.25, "time": 0.575027388993476, "total_loss": 1.1989160823868588} {"data_time": 0.01367550700524589, "eta_seconds": 84934.59521570087, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.3871353419416547, "fast_rcnn/fg_cls_accuracy": 0.5710334422931858, "iteration": 120199, "loss_box_reg": 0.23923351522535086, "loss_cls": 0.2313144295476377, "loss_mask": 0.26129641756415367, "loss_rpn_cls": 0.050082096917321905, "loss_rpn_loc": 0.08737408631714061, "loss_sem_seg": 0.34324968233704567, "lr": 0.02, "mask_rcnn/accuracy": 0.8996446330056413, "mask_rcnn/false_negative": 0.09013902116906203, "mask_rcnn/false_positive": 0.11544553143844483, "roi_head/num_bg_samples": 461.25, "roi_head/num_fg_samples": 50.75, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5726931534954929, "total_loss": 1.2083918246207759} {"data_time": 0.011882949998835102, "eta_seconds": 84906.13267051255, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.39039039039039036, "fast_rcnn/fg_cls_accuracy": 0.570280437756498, "iteration": 120219, "loss_box_reg": 0.23931258777156472, "loss_cls": 0.23036191100254655, "loss_mask": 0.25682811066508293, "loss_rpn_cls": 0.045404294214677066, "loss_rpn_loc": 0.06706152076367289, "loss_sem_seg": 0.3410333665087819, "lr": 0.02, "mask_rcnn/accuracy": 0.8643602148066434, "mask_rcnn/false_negative": 0.12746725322788519, "mask_rcnn/false_positive": 0.11688870446724875, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5656037515000207, "total_loss": 1.1445183627365623} {"data_time": 0.01163706350052962, "eta_seconds": 84890.07940117175, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.3588171655247025, "fast_rcnn/fg_cls_accuracy": 0.5350561233037359, "iteration": 120239, "loss_box_reg": 0.2477319004246965, "loss_cls": 0.2393068540841341, "loss_mask": 0.2642712746746838, "loss_rpn_cls": 0.04149114005849697, "loss_rpn_loc": 0.08895231716451235, "loss_sem_seg": 0.35609888518229127, "lr": 0.02, "mask_rcnn/accuracy": 0.8868138184237719, "mask_rcnn/false_negative": 0.10459107555788802, "mask_rcnn/false_positive": 0.14410608917320272, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5673704810033087, "total_loss": 1.2358592676755507} {"data_time": 0.01314921699668048, "eta_seconds": 84869.40878009511, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.33210937500000004, "fast_rcnn/fg_cls_accuracy": 0.627626582278481, "iteration": 120259, "loss_box_reg": 0.24026414565742016, "loss_cls": 0.21275124745443463, "loss_mask": 0.2556605525314808, "loss_rpn_cls": 0.040358466940233484, "loss_rpn_loc": 0.07835256942780688, "loss_sem_seg": 0.3032605154439807, "lr": 0.02, "mask_rcnn/accuracy": 0.9000645279636089, "mask_rcnn/false_negative": 0.0921173469989171, "mask_rcnn/false_positive": 0.10862557132324041, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5659422534954501, "total_loss": 1.1166196804842912} {"data_time": 0.012510854998254217, "eta_seconds": 84872.12055976265, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.3215694616336634, "fast_rcnn/fg_cls_accuracy": 0.6606305367378844, "iteration": 120279, "loss_box_reg": 0.2256403062492609, "loss_cls": 0.2077254611067474, "loss_mask": 0.24757510423660278, "loss_rpn_cls": 0.05128682780195959, "loss_rpn_loc": 0.08309165350510739, "loss_sem_seg": 0.3224009871482849, "lr": 0.02, "mask_rcnn/accuracy": 0.9066025881251971, "mask_rcnn/false_negative": 0.08932235398564249, "mask_rcnn/false_positive": 0.10304861044549912, "roi_head/num_bg_samples": 461.5, "roi_head/num_fg_samples": 50.5, "rpn/num_neg_anchors": 240.0, "rpn/num_pos_anchors": 16.0, "time": 0.571243295999011, "total_loss": 1.1830853588180616} {"data_time": 0.012308369499805849, "eta_seconds": 84846.7377925152, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.3646179401993356, "fast_rcnn/fg_cls_accuracy": 0.6175249169435215, "iteration": 120299, "loss_box_reg": 0.2040393587667495, "loss_cls": 0.20292148157022893, "loss_mask": 0.25122117530554533, "loss_rpn_cls": 0.04558726988034323, "loss_rpn_loc": 0.07448734680656344, "loss_sem_seg": 0.3274153107777238, "lr": 0.02, "mask_rcnn/accuracy": 0.9039436013891538, "mask_rcnn/false_negative": 0.06152472533256204, "mask_rcnn/false_positive": 0.11368917114683635, "roi_head/num_bg_samples": 456.75, "roi_head/num_fg_samples": 55.25, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5520305319951149, "total_loss": 1.082814881727245} {"data_time": 0.012194414499390405, "eta_seconds": 84839.7653501346, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.2770527612859863, "fast_rcnn/fg_cls_accuracy": 0.6072911261027504, "iteration": 120319, "loss_box_reg": 0.23780001746490598, "loss_cls": 0.2259656460955739, "loss_mask": 0.25778903253376484, "loss_rpn_cls": 0.043466419767355546, "loss_rpn_loc": 0.08263466064818203, "loss_sem_seg": 0.3203096529468894, "lr": 0.02, "mask_rcnn/accuracy": 0.8837236891658603, "mask_rcnn/false_negative": 0.08634834241344065, "mask_rcnn/false_positive": 0.13095557216722764, "roi_head/num_bg_samples": 458.25, "roi_head/num_fg_samples": 53.75, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5715642524955911, "total_loss": 1.1646276621613652} {"data_time": 0.013133148495398927, "eta_seconds": 84818.35611518307, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.32943017483272174, "fast_rcnn/fg_cls_accuracy": 0.6203728111466766, "iteration": 120339, "loss_box_reg": 0.20918190199881792, "loss_cls": 0.20853962283581495, "loss_mask": 0.24208688363432884, "loss_rpn_cls": 0.047976494883187115, "loss_rpn_loc": 0.07329577978816815, "loss_sem_seg": 0.32925504399463534, "lr": 0.02, "mask_rcnn/accuracy": 0.895286832758444, "mask_rcnn/false_negative": 0.08604603681585699, "mask_rcnn/false_positive": 0.13075396554035995, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5625801265050541, "total_loss": 1.1611289048451} {"data_time": 0.013314915500814095, "eta_seconds": 84822.05895841202, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.41513911620294597, "fast_rcnn/fg_cls_accuracy": 0.5687315634218288, "iteration": 120359, "loss_box_reg": 0.254985804669559, "loss_cls": 0.21819890569895506, "loss_mask": 0.2616801122203469, "loss_rpn_cls": 0.04453078820370138, "loss_rpn_loc": 0.08906184369698167, "loss_sem_seg": 0.3253069119527936, "lr": 0.02, "mask_rcnn/accuracy": 0.8971065647996703, "mask_rcnn/false_negative": 0.09362459880191597, "mask_rcnn/false_positive": 0.1119621382862335, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5775148109896691, "total_loss": 1.2168718823231757} {"data_time": 0.01190937400679104, "eta_seconds": 84810.72221795206, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.36806894536955886, "fast_rcnn/fg_cls_accuracy": 0.5996341463414634, "iteration": 120379, "loss_box_reg": 0.23672560043632984, "loss_cls": 0.21219797246158123, "loss_mask": 0.2589225061237812, "loss_rpn_cls": 0.03965841434910544, "loss_rpn_loc": 0.07745940226595849, "loss_sem_seg": 0.34009398659691215, "lr": 0.02, "mask_rcnn/accuracy": 0.9024206198436822, "mask_rcnn/false_negative": 0.07421923488398133, "mask_rcnn/false_positive": 0.10968347939444974, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5763878310026485, "total_loss": 1.1543406572309323} {"data_time": 0.012573994499689434, "eta_seconds": 84846.26571770836, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.4418695993715632, "fast_rcnn/fg_cls_accuracy": 0.5280583079268293, "iteration": 120399, "loss_box_reg": 0.21894465433433652, "loss_cls": 0.20840285159647465, "loss_mask": 0.24178965669125319, "loss_rpn_cls": 0.046222252771258354, "loss_rpn_loc": 0.06745132352807559, "loss_sem_seg": 0.3351897094398737, "lr": 0.02, "mask_rcnn/accuracy": 0.884076262083781, "mask_rcnn/false_negative": 0.10193027334400186, "mask_rcnn/false_positive": 0.12774392440130602, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5741440430065268, "total_loss": 1.123364392813528} {"data_time": 0.012993692995223682, "eta_seconds": 84857.30159965882, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.352280348759222, "fast_rcnn/fg_cls_accuracy": 0.6121934225195095, "iteration": 120419, "loss_box_reg": 0.23490933747962117, "loss_cls": 0.21265026833862066, "loss_mask": 0.25538830272853374, "loss_rpn_cls": 0.041460952430497855, "loss_rpn_loc": 0.07571784651372582, "loss_sem_seg": 0.31074362993240356, "lr": 0.02, "mask_rcnn/accuracy": 0.8806780434556254, "mask_rcnn/false_negative": 0.08916077457322052, "mask_rcnn/false_positive": 0.1556248776414479, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5698910754945246, "total_loss": 1.1655182703398168} {"data_time": 0.01217290850036079, "eta_seconds": 84833.64126968122, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3481800766283525, "fast_rcnn/fg_cls_accuracy": 0.6332660410301179, "iteration": 120439, "loss_box_reg": 0.23353056982159615, "loss_cls": 0.206911604385823, "loss_mask": 0.25819672364741564, "loss_rpn_cls": 0.04232054381282069, "loss_rpn_loc": 0.07307799685804639, "loss_sem_seg": 0.30815647076815367, "lr": 0.02, "mask_rcnn/accuracy": 0.9009927836392907, "mask_rcnn/false_negative": 0.08334225138084825, "mask_rcnn/false_positive": 0.10052979724308034, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5685186229966348, "total_loss": 1.1437744299764745} {"data_time": 0.012042664995533414, "eta_seconds": 84812.2366942188, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.3836166283496024, "fast_rcnn/fg_cls_accuracy": 0.5967004654255319, "iteration": 120459, "loss_box_reg": 0.25475367065519094, "loss_cls": 0.21026665484532714, "loss_mask": 0.25866158585995436, "loss_rpn_cls": 0.05014145953464322, "loss_rpn_loc": 0.08048926736228168, "loss_sem_seg": 0.28903317637741566, "lr": 0.02, "mask_rcnn/accuracy": 0.8835550442756118, "mask_rcnn/false_negative": 0.09624741462107894, "mask_rcnn/false_positive": 0.13805561827205776, "roi_head/num_bg_samples": 429.75, "roi_head/num_fg_samples": 82.25, "rpn/num_neg_anchors": 200.75, "rpn/num_pos_anchors": 55.25, "time": 0.5572661759943003, "total_loss": 1.184403326420579} {"data_time": 0.012400310995872132, "eta_seconds": 84758.74685726299, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.344172932330827, "fast_rcnn/fg_cls_accuracy": 0.5890350877192982, "iteration": 120479, "loss_box_reg": 0.2262704272288829, "loss_cls": 0.20966643001884222, "loss_mask": 0.2522067567333579, "loss_rpn_cls": 0.042572831007419154, "loss_rpn_loc": 0.07791967707453296, "loss_sem_seg": 0.3492191703990102, "lr": 0.02, "mask_rcnn/accuracy": 0.8828773527307778, "mask_rcnn/false_negative": 0.10861371025587095, "mask_rcnn/false_positive": 0.12372565044855237, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.5605631900034496, "total_loss": 1.144196568930056} {"data_time": 0.012878988003649283, "eta_seconds": 84747.40948701302, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.3207388377037562, "fast_rcnn/fg_cls_accuracy": 0.6232237276933246, "iteration": 120499, "loss_box_reg": 0.20425524259917438, "loss_cls": 0.1944161062128842, "loss_mask": 0.24900101078674197, "loss_rpn_cls": 0.037143766956432955, "loss_rpn_loc": 0.07987182142096572, "loss_sem_seg": 0.3374037848552689, "lr": 0.02, "mask_rcnn/accuracy": 0.9041391912734426, "mask_rcnn/false_negative": 0.0805879914395837, "mask_rcnn/false_positive": 0.12439087114271666, "roi_head/num_bg_samples": 459.0, "roi_head/num_fg_samples": 53.0, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.558984376504668, "total_loss": 1.163108088541776} {"data_time": 0.013278708494908642, "eta_seconds": 84736.07211676305, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.2833398616007312, "fast_rcnn/fg_cls_accuracy": 0.6027891156462586, "iteration": 120519, "loss_box_reg": 0.21540139988064766, "loss_cls": 0.19678967236541212, "loss_mask": 0.26695938408374786, "loss_rpn_cls": 0.033665254202787764, "loss_rpn_loc": 0.06426384014775977, "loss_sem_seg": 0.3388392487540841, "lr": 0.02, "mask_rcnn/accuracy": 0.8886065561083782, "mask_rcnn/false_negative": 0.10524694990269293, "mask_rcnn/false_positive": 0.11007044935085811, "roi_head/num_bg_samples": 456.25, "roi_head/num_fg_samples": 55.75, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5623627125023631, "total_loss": 1.1488362308009528} {"data_time": 0.012580388502101414, "eta_seconds": 84776.91950313133, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.33666666666666667, "fast_rcnn/fg_cls_accuracy": 0.6633333333333333, "iteration": 120539, "loss_box_reg": 0.22622922551818192, "loss_cls": 0.22485228697769344, "loss_mask": 0.2759017162024975, "loss_rpn_cls": 0.053548032708931714, "loss_rpn_loc": 0.08141267352038994, "loss_sem_seg": 0.3360152803361416, "lr": 0.02, "mask_rcnn/accuracy": 0.8714932420336555, "mask_rcnn/false_negative": 0.10328364622404482, "mask_rcnn/false_positive": 0.14379610014971314, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.5652447539978311, "total_loss": 1.2037687909905799} {"data_time": 0.012661503998970147, "eta_seconds": 84724.15152456352, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.32091627634660425, "fast_rcnn/fg_cls_accuracy": 0.639903129657228, "iteration": 120559, "loss_box_reg": 0.22414644341915846, "loss_cls": 0.21524507435970008, "loss_mask": 0.25956043880432844, "loss_rpn_cls": 0.04196760576451197, "loss_rpn_loc": 0.08507728576660156, "loss_sem_seg": 0.32064982783049345, "lr": 0.02, "mask_rcnn/accuracy": 0.895180917194464, "mask_rcnn/false_negative": 0.08312051326220828, "mask_rcnn/false_positive": 0.13375309329387897, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5599826199977542, "total_loss": 1.1860685447463766} {"data_time": 0.01283506999607198, "eta_seconds": 84744.17864723966, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.3262136951452194, "fast_rcnn/fg_cls_accuracy": 0.5791223404255319, "iteration": 120579, "loss_box_reg": 0.2318202459719032, "loss_cls": 0.200052845524624, "loss_mask": 0.260046006180346, "loss_rpn_cls": 0.04981828067684546, "loss_rpn_loc": 0.06908236362505704, "loss_sem_seg": 0.31593648297712207, "lr": 0.02, "mask_rcnn/accuracy": 0.8885713875941732, "mask_rcnn/false_negative": 0.09845258806858057, "mask_rcnn/false_positive": 0.13089798587736584, "roi_head/num_bg_samples": 460.25, "roi_head/num_fg_samples": 51.75, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5661703099976876, "total_loss": 1.154259854229167} {"data_time": 0.013911587506299838, "eta_seconds": 84686.01807289255, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.40770726474236485, "fast_rcnn/fg_cls_accuracy": 0.5487430167597765, "iteration": 120599, "loss_box_reg": 0.24179415497928858, "loss_cls": 0.2299470379948616, "loss_mask": 0.27710727881640196, "loss_rpn_cls": 0.04052013793261722, "loss_rpn_loc": 0.08354995254194364, "loss_sem_seg": 0.3475550119765103, "lr": 0.02, "mask_rcnn/accuracy": 0.8839328810171243, "mask_rcnn/false_negative": 0.09798393738632188, "mask_rcnn/false_positive": 0.12272638695133367, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5581002784965676, "total_loss": 1.208947282138979} {"data_time": 0.012733292496704962, "eta_seconds": 84674.68133243259, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.33652160051012275, "fast_rcnn/fg_cls_accuracy": 0.6352549889135255, "iteration": 120619, "loss_box_reg": 0.23754888400435448, "loss_cls": 0.21269828430376947, "loss_mask": 0.2657971475273371, "loss_rpn_cls": 0.04611587102408521, "loss_rpn_loc": 0.07468831620644778, "loss_sem_seg": 0.32385269249789417, "lr": 0.02, "mask_rcnn/accuracy": 0.8859572400388727, "mask_rcnn/false_negative": 0.08952811429858698, "mask_rcnn/false_positive": 0.13214908142545453, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5796280635040603, "total_loss": 1.1762712682248093} {"data_time": 0.013323473001946695, "eta_seconds": 84663.34459197264, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.30534238488783944, "fast_rcnn/fg_cls_accuracy": 0.6781286894923259, "iteration": 120639, "loss_box_reg": 0.2459972631186247, "loss_cls": 0.21872602123767138, "loss_mask": 0.24597297329455614, "loss_rpn_cls": 0.04396480215655174, "loss_rpn_loc": 0.07061411126051098, "loss_sem_seg": 0.315558108035475, "lr": 0.02, "mask_rcnn/accuracy": 0.8904970655005758, "mask_rcnn/false_negative": 0.07995888533446502, "mask_rcnn/false_positive": 0.14114018847202192, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5652951605079579, "total_loss": 1.15346617148316} {"data_time": 0.012528503008070402, "eta_seconds": 84684.5300650333, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.35327380952380955, "fast_rcnn/fg_cls_accuracy": 0.5915727459016393, "iteration": 120659, "loss_box_reg": 0.22328627947717905, "loss_cls": 0.19177056895568967, "loss_mask": 0.24192838091403246, "loss_rpn_cls": 0.03698053682455793, "loss_rpn_loc": 0.06511085195234045, "loss_sem_seg": 0.29890097258612514, "lr": 0.02, "mask_rcnn/accuracy": 0.8901318950235242, "mask_rcnn/false_negative": 0.08948462539155733, "mask_rcnn/false_positive": 0.14616719336717318, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5634951984975487, "total_loss": 1.044998647616012} {"data_time": 0.012822115000744816, "eta_seconds": 84726.79401380914, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.36257142857142854, "fast_rcnn/fg_cls_accuracy": 0.6241808650065531, "iteration": 120679, "loss_box_reg": 0.23690464650280774, "loss_cls": 0.2125853910110891, "loss_mask": 0.2533901324495673, "loss_rpn_cls": 0.04705441585974768, "loss_rpn_loc": 0.07773150393040851, "loss_sem_seg": 0.3034982040990144, "lr": 0.02, "mask_rcnn/accuracy": 0.8969563536352041, "mask_rcnn/false_negative": 0.1092532784496245, "mask_rcnn/false_positive": 0.0956022048430743, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5707461955025792, "total_loss": 1.1976148169196676} {"data_time": 0.012865892000263557, "eta_seconds": 84752.15930190863, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.3802549751243781, "fast_rcnn/fg_cls_accuracy": 0.5759950248756219, "iteration": 120699, "loss_box_reg": 0.24249366554431617, "loss_cls": 0.20874034403823316, "loss_mask": 0.2529948502779007, "loss_rpn_cls": 0.04239499257528223, "loss_rpn_loc": 0.07441583677427843, "loss_sem_seg": 0.2961521993856877, "lr": 0.02, "mask_rcnn/accuracy": 0.8880833597877777, "mask_rcnn/false_negative": 0.10550468603906617, "mask_rcnn/false_positive": 0.11838507475484941, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5775093935008044, "total_loss": 1.1520886335056275} {"data_time": 0.01266536249750061, "eta_seconds": 84740.80610811865, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.38504544367376226, "fast_rcnn/fg_cls_accuracy": 0.6048194211911027, "iteration": 120719, "loss_box_reg": 0.22075223829597235, "loss_cls": 0.1936399331316352, "loss_mask": 0.24307310534641147, "loss_rpn_cls": 0.047500363129074685, "loss_rpn_loc": 0.07973594625946134, "loss_sem_seg": 0.30177300702780485, "lr": 0.02, "mask_rcnn/accuracy": 0.8878650944486924, "mask_rcnn/false_negative": 0.09218643649576172, "mask_rcnn/false_positive": 0.11017171919047525, "roi_head/num_bg_samples": 430.75, "roi_head/num_fg_samples": 81.25, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5654095389909344, "total_loss": 1.1071897284127772} {"data_time": 0.012409348499204498, "eta_seconds": 84734.85765676203, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.3331505527285489, "fast_rcnn/fg_cls_accuracy": 0.6437687687687688, "iteration": 120739, "loss_box_reg": 0.22005434520542622, "loss_cls": 0.21405444643460214, "loss_mask": 0.2536702025681734, "loss_rpn_cls": 0.05062600877135992, "loss_rpn_loc": 0.07185921343625523, "loss_sem_seg": 0.3432677714154124, "lr": 0.02, "mask_rcnn/accuracy": 0.9015653948689664, "mask_rcnn/false_negative": 0.07511288471878032, "mask_rcnn/false_positive": 0.14989966571243238, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5703007589982008, "total_loss": 1.1551563744287705} {"data_time": 0.012922022004204337, "eta_seconds": 84720.73479546921, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.2891203069334064, "fast_rcnn/fg_cls_accuracy": 0.6585634778956211, "iteration": 120759, "loss_box_reg": 0.22653213725425303, "loss_cls": 0.21168148331344128, "loss_mask": 0.23727573826909065, "loss_rpn_cls": 0.045493241312215105, "loss_rpn_loc": 0.08478314836975187, "loss_sem_seg": 0.29911862034350634, "lr": 0.02, "mask_rcnn/accuracy": 0.8861264104640657, "mask_rcnn/false_negative": 0.10418723953422848, "mask_rcnn/false_positive": 0.12993071820250734, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5641238620009972, "total_loss": 1.0817431199247949} {"data_time": 0.012841737501730677, "eta_seconds": 84720.11575854478, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.31705868377286767, "fast_rcnn/fg_cls_accuracy": 0.6162860576923077, "iteration": 120779, "loss_box_reg": 0.2509322538971901, "loss_cls": 0.22461165324784815, "loss_mask": 0.2608817513100803, "loss_rpn_cls": 0.04159675814662478, "loss_rpn_loc": 0.08266574336448684, "loss_sem_seg": 0.3153373906388879, "lr": 0.02, "mask_rcnn/accuracy": 0.8765790071123558, "mask_rcnn/false_negative": 0.1050191167448889, "mask_rcnn/false_positive": 0.13583611368579396, "roi_head/num_bg_samples": 457.5, "roi_head/num_fg_samples": 54.5, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5620924555041711, "total_loss": 1.213686898117885} {"data_time": 0.01283592600520933, "eta_seconds": 84702.69142561019, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3249175959043411, "fast_rcnn/fg_cls_accuracy": 0.603121555383569, "iteration": 120799, "loss_box_reg": 0.2197588700801134, "loss_cls": 0.1960819736123085, "loss_mask": 0.2608039462938905, "loss_rpn_cls": 0.04319997629499994, "loss_rpn_loc": 0.08389269126928411, "loss_sem_seg": 0.30001191096380353, "lr": 0.02, "mask_rcnn/accuracy": 0.8901079661645439, "mask_rcnn/false_negative": 0.0943849465487444, "mask_rcnn/false_positive": 0.12101353062079728, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5621901170015917, "total_loss": 1.0895465773064643} {"data_time": 0.011678170500090346, "eta_seconds": 84691.33725353016, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.35815815815815816, "fast_rcnn/fg_cls_accuracy": 0.5922995780590717, "iteration": 120819, "loss_box_reg": 0.24635625164955854, "loss_cls": 0.2231306890025735, "loss_mask": 0.25657746847718954, "loss_rpn_cls": 0.05467531434260309, "loss_rpn_loc": 0.09144824405666441, "loss_sem_seg": 0.3421977118123323, "lr": 0.02, "mask_rcnn/accuracy": 0.8983166033737271, "mask_rcnn/false_negative": 0.08639938361173354, "mask_rcnn/false_positive": 0.11994176876186259, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5714145850070054, "total_loss": 1.2423683432571124} {"data_time": 0.013687199003470596, "eta_seconds": 84679.98308145013, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.33158052884615385, "fast_rcnn/fg_cls_accuracy": 0.6173943014705883, "iteration": 120839, "loss_box_reg": 0.24259271216578782, "loss_cls": 0.21449749264866114, "loss_mask": 0.2562801484018564, "loss_rpn_cls": 0.040799924958264455, "loss_rpn_loc": 0.0821064329938963, "loss_sem_seg": 0.2996281876694411, "lr": 0.02, "mask_rcnn/accuracy": 0.9000225736937512, "mask_rcnn/false_negative": 0.09266847700781577, "mask_rcnn/false_positive": 0.11822722444324428, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5646636535020662, "total_loss": 1.116472498208168} {"data_time": 0.011794421501690522, "eta_seconds": 84674.69581590478, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.26803365639616183, "fast_rcnn/fg_cls_accuracy": 0.685703363914373, "iteration": 120859, "loss_box_reg": 0.23250281531363726, "loss_cls": 0.21596034453250468, "loss_mask": 0.25341882929205894, "loss_rpn_cls": 0.036698636249639094, "loss_rpn_loc": 0.08116512501146644, "loss_sem_seg": 0.29896241798996925, "lr": 0.02, "mask_rcnn/accuracy": 0.8936998704483272, "mask_rcnn/false_negative": 0.08877296221498421, "mask_rcnn/false_positive": 0.0994010055678726, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5718163685014588, "total_loss": 1.1401356591959484} {"data_time": 0.013460365000355523, "eta_seconds": 84649.98055779879, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.2523881347410759, "fast_rcnn/fg_cls_accuracy": 0.7351991184070528, "iteration": 120879, "loss_box_reg": 0.22698727808892727, "loss_cls": 0.21238139364868402, "loss_mask": 0.2519105523824692, "loss_rpn_cls": 0.041321010459796526, "loss_rpn_loc": 0.07752051803981885, "loss_sem_seg": 0.29711169796064496, "lr": 0.02, "mask_rcnn/accuracy": 0.8885856425903695, "mask_rcnn/false_negative": 0.09142612057973418, "mask_rcnn/false_positive": 0.11672862359465636, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.5563731970032677, "total_loss": 1.1124036022811197} {"data_time": 0.012406205503793899, "eta_seconds": 84647.01541359772, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.36184012066365007, "fast_rcnn/fg_cls_accuracy": 0.615741507870754, "iteration": 120899, "loss_box_reg": 0.23306182352826, "loss_cls": 0.21676414599642158, "loss_mask": 0.2569013964384794, "loss_rpn_cls": 0.04824218883732101, "loss_rpn_loc": 0.08041657647117972, "loss_sem_seg": 0.3157465807162225, "lr": 0.02, "mask_rcnn/accuracy": 0.8873793355370317, "mask_rcnn/false_negative": 0.08851317236116432, "mask_rcnn/false_positive": 0.15637569341974125, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 206.5, "rpn/num_pos_anchors": 49.5, "time": 0.5826941780032939, "total_loss": 1.1856194345309632} {"data_time": 0.012926244504342321, "eta_seconds": 84635.66109465773, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.31166526571401887, "fast_rcnn/fg_cls_accuracy": 0.6729559748427673, "iteration": 120919, "loss_box_reg": 0.2555732789915055, "loss_cls": 0.21174169098958373, "loss_mask": 0.2702011615037918, "loss_rpn_cls": 0.04367736430140212, "loss_rpn_loc": 0.08778148965211585, "loss_sem_seg": 0.30057357996702194, "lr": 0.02, "mask_rcnn/accuracy": 0.9068203070264651, "mask_rcnn/false_negative": 0.08618611081957937, "mask_rcnn/false_positive": 0.10112573690419643, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 0.5766419820065494, "total_loss": 1.1546711586997844} {"data_time": 0.012762484002450947, "eta_seconds": 84633.36938586085, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.31193181818181814, "fast_rcnn/fg_cls_accuracy": 0.6693181818181818, "iteration": 120939, "loss_box_reg": 0.24926505610346794, "loss_cls": 0.2225505595561117, "loss_mask": 0.24684285558760166, "loss_rpn_cls": 0.04393623356008902, "loss_rpn_loc": 0.08128931699320674, "loss_sem_seg": 0.28581909742206335, "lr": 0.02, "mask_rcnn/accuracy": 0.8944252320737225, "mask_rcnn/false_negative": 0.10076914348467692, "mask_rcnn/false_positive": 0.1256230810371345, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5764774079943891, "total_loss": 1.1370797248091549} {"data_time": 0.011513751502207015, "eta_seconds": 84623.82298650935, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.2938780260707635, "fast_rcnn/fg_cls_accuracy": 0.6666666666666666, "iteration": 120959, "loss_box_reg": 0.2213810491375625, "loss_cls": 0.19784637284465134, "loss_mask": 0.25344214076176286, "loss_rpn_cls": 0.04728260282718111, "loss_rpn_loc": 0.07453898095991462, "loss_sem_seg": 0.3131511937826872, "lr": 0.02, "mask_rcnn/accuracy": 0.884996882936083, "mask_rcnn/false_negative": 0.10893111859747895, "mask_rcnn/false_positive": 0.12324289139962732, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5583541585001512, "total_loss": 1.1190602674032561} {"data_time": 0.011734683503163978, "eta_seconds": 84610.658316061, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.2543103448275862, "fast_rcnn/fg_cls_accuracy": 0.6920843916852417, "iteration": 120979, "loss_box_reg": 0.22808365896344185, "loss_cls": 0.20643367990851402, "loss_mask": 0.2416010946035385, "loss_rpn_cls": 0.046541960880858824, "loss_rpn_loc": 0.07776824026950635, "loss_sem_seg": 0.30867560813203454, "lr": 0.02, "mask_rcnn/accuracy": 0.896812761300654, "mask_rcnn/false_negative": 0.09813346169374179, "mask_rcnn/false_positive": 0.10733848351621798, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5666444750095252, "total_loss": 1.0986135686835041} {"data_time": 0.012903321003250312, "eta_seconds": 84601.11143116913, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.33123405612244894, "fast_rcnn/fg_cls_accuracy": 0.5999739583333333, "iteration": 120999, "loss_box_reg": 0.23961068643257022, "loss_cls": 0.23547434667125344, "loss_mask": 0.25815869960933924, "loss_rpn_cls": 0.04799076553899795, "loss_rpn_loc": 0.08664363535353914, "loss_sem_seg": 0.3069243561476469, "lr": 0.02, "mask_rcnn/accuracy": 0.8863130833728841, "mask_rcnn/false_negative": 0.08677400268252326, "mask_rcnn/false_positive": 0.12642552259506068, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.567601808004838, "total_loss": 1.1811809295904823} {"data_time": 0.013047701504547149, "eta_seconds": 84594.42166359979, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.3763880200187676, "fast_rcnn/fg_cls_accuracy": 0.5826086956521739, "iteration": 121019, "loss_box_reg": 0.21657473826780915, "loss_cls": 0.19819359900429845, "loss_mask": 0.2491186074912548, "loss_rpn_cls": 0.04475926607847214, "loss_rpn_loc": 0.07199933603988029, "loss_sem_seg": 0.3022828437387943, "lr": 0.02, "mask_rcnn/accuracy": 0.887591886982994, "mask_rcnn/false_negative": 0.09713152115956834, "mask_rcnn/false_positive": 0.12542413602794994, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.5618168329892796, "total_loss": 1.1202233990625245} {"data_time": 0.013559011000324972, "eta_seconds": 84578.39987582892, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.3258848994143112, "fast_rcnn/fg_cls_accuracy": 0.6568627450980392, "iteration": 121039, "loss_box_reg": 0.24282153137028217, "loss_cls": 0.21666803257539868, "loss_mask": 0.2565612755715847, "loss_rpn_cls": 0.045679515693336725, "loss_rpn_loc": 0.08196790283545852, "loss_sem_seg": 0.3232316740322858, "lr": 0.02, "mask_rcnn/accuracy": 0.8920912845657745, "mask_rcnn/false_negative": 0.08745923105468892, "mask_rcnn/false_positive": 0.12517480399627326, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5697967930027517, "total_loss": 1.1791032612673007} {"data_time": 0.011991583000053652, "eta_seconds": 84561.14595930478, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.4316851008458035, "fast_rcnn/fg_cls_accuracy": 0.5419439403105465, "iteration": 121059, "loss_box_reg": 0.2215465302579105, "loss_cls": 0.19822981371544302, "loss_mask": 0.25332130677998066, "loss_rpn_cls": 0.0412671501544537, "loss_rpn_loc": 0.07304829673375934, "loss_sem_seg": 0.3290082993917167, "lr": 0.02, "mask_rcnn/accuracy": 0.8788089576367653, "mask_rcnn/false_negative": 0.10420734029985249, "mask_rcnn/false_positive": 0.13678360818856622, "roi_head/num_bg_samples": 430.0, "roi_head/num_fg_samples": 82.0, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.5686119784950279, "total_loss": 1.1359489059832413} {"data_time": 0.012128001500968821, "eta_seconds": 84534.37154403861, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.3128670233589978, "fast_rcnn/fg_cls_accuracy": 0.5757565680079814, "iteration": 121079, "loss_box_reg": 0.2485279436223209, "loss_cls": 0.22783726616762578, "loss_mask": 0.2671622564084828, "loss_rpn_cls": 0.04607481155835558, "loss_rpn_loc": 0.07467880332842469, "loss_sem_seg": 0.3623929410241544, "lr": 0.02, "mask_rcnn/accuracy": 0.9117174352319325, "mask_rcnn/false_negative": 0.08909988950549719, "mask_rcnn/false_positive": 0.0977344612926778, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5700916315036011, "total_loss": 1.245558875176357} {"data_time": 0.012810885011276696, "eta_seconds": 84523.01862919866, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.3384454299088445, "fast_rcnn/fg_cls_accuracy": 0.6356572415281675, "iteration": 121099, "loss_box_reg": 0.23448674427345395, "loss_cls": 0.23361930204555392, "loss_mask": 0.26068342942744493, "loss_rpn_cls": 0.045141912312828936, "loss_rpn_loc": 0.08551454480038956, "loss_sem_seg": 0.32069983799010515, "lr": 0.02, "mask_rcnn/accuracy": 0.9013487723629274, "mask_rcnn/false_negative": 0.08047659315130835, "mask_rcnn/false_positive": 0.11231281419663289, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5643074129984598, "total_loss": 1.2099826570338337} {"data_time": 0.012952978504472412, "eta_seconds": 84498.60929827948, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.315083813245578, "fast_rcnn/fg_cls_accuracy": 0.6509771077610274, "iteration": 121119, "loss_box_reg": 0.2274622123222798, "loss_cls": 0.22650507756043226, "loss_mask": 0.2607904616743326, "loss_rpn_cls": 0.048107021721079946, "loss_rpn_loc": 0.084990569826914, "loss_sem_seg": 0.34212591452524066, "lr": 0.02, "mask_rcnn/accuracy": 0.8933208287225213, "mask_rcnn/false_negative": 0.09416793508502885, "mask_rcnn/false_positive": 0.12307088160086478, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.5674767394957598, "total_loss": 1.1895839263597736} {"data_time": 0.013099353505822364, "eta_seconds": 84474.26815401742, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.3284826974267968, "fast_rcnn/fg_cls_accuracy": 0.5357142857142858, "iteration": 121139, "loss_box_reg": 0.21144902287051082, "loss_cls": 0.1828417470678687, "loss_mask": 0.24458978977054358, "loss_rpn_cls": 0.03660577634582296, "loss_rpn_loc": 0.06555125990416855, "loss_sem_seg": 0.324364026542753, "lr": 0.02, "mask_rcnn/accuracy": 0.9057737517182213, "mask_rcnn/false_negative": 0.07552172603486525, "mask_rcnn/false_positive": 0.121170327070789, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 237.0, "rpn/num_pos_anchors": 19.0, "time": 0.56141280799784, "total_loss": 1.055102361686295} {"data_time": 0.012188321998110041, "eta_seconds": 84462.91873836739, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.32098192476795306, "fast_rcnn/fg_cls_accuracy": 0.6653621495327102, "iteration": 121159, "loss_box_reg": 0.2015395974740386, "loss_cls": 0.20197674492374063, "loss_mask": 0.2430543741211295, "loss_rpn_cls": 0.043761435663327575, "loss_rpn_loc": 0.06302599595801439, "loss_sem_seg": 0.3290286283008754, "lr": 0.02, "mask_rcnn/accuracy": 0.9027455109155489, "mask_rcnn/false_negative": 0.09003569273923792, "mask_rcnn/false_positive": 0.10094805482081626, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5631247749988688, "total_loss": 1.0701039283158025} {"data_time": 0.012496309995185584, "eta_seconds": 84362.50322827505, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.2757915976821192, "fast_rcnn/fg_cls_accuracy": 0.7030297256097561, "iteration": 121179, "loss_box_reg": 0.22775293327867985, "loss_cls": 0.1939518458675593, "loss_mask": 0.25638162484392524, "loss_rpn_cls": 0.04575516874319874, "loss_rpn_loc": 0.08214115761802532, "loss_sem_seg": 0.33037498500198126, "lr": 0.02, "mask_rcnn/accuracy": 0.8924925059844298, "mask_rcnn/false_negative": 0.09726976645665164, "mask_rcnn/false_positive": 0.13140682878525317, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5540559834989836, "total_loss": 1.190392077085562} {"data_time": 0.012397820006299298, "eta_seconds": 84343.94484145679, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.30670426065162903, "fast_rcnn/fg_cls_accuracy": 0.6772700983227299, "iteration": 121199, "loss_box_reg": 0.22346298163756728, "loss_cls": 0.20422892784699798, "loss_mask": 0.2502753362059593, "loss_rpn_cls": 0.04260893911123276, "loss_rpn_loc": 0.06844336772337556, "loss_sem_seg": 0.3108996143564582, "lr": 0.02, "mask_rcnn/accuracy": 0.9144680078991303, "mask_rcnn/false_negative": 0.08366220534135245, "mask_rcnn/false_positive": 0.09932659403448738, "roi_head/num_bg_samples": 465.0, "roi_head/num_fg_samples": 47.0, "rpn/num_neg_anchors": 240.5, "rpn/num_pos_anchors": 15.5, "time": 0.5726306819997262, "total_loss": 1.1091397030104417} {"data_time": 0.013177704997360706, "eta_seconds": 84317.17486640104, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.31275057509037135, "fast_rcnn/fg_cls_accuracy": 0.6190789473684211, "iteration": 121219, "loss_box_reg": 0.24690775759518147, "loss_cls": 0.20878285495564342, "loss_mask": 0.2618194059468806, "loss_rpn_cls": 0.0459580734022893, "loss_rpn_loc": 0.08341962529812008, "loss_sem_seg": 0.33690748177468777, "lr": 0.02, "mask_rcnn/accuracy": 0.9021519547541634, "mask_rcnn/false_negative": 0.08154462950734845, "mask_rcnn/false_positive": 0.11070055374312031, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5580352659962955, "total_loss": 1.1557322329899762} {"data_time": 0.0122968550058431, "eta_seconds": 84328.56199795802, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.31595552884615385, "fast_rcnn/fg_cls_accuracy": 0.6510416666666667, "iteration": 121239, "loss_box_reg": 0.24469448812305927, "loss_cls": 0.21844775369390845, "loss_mask": 0.26232790015637875, "loss_rpn_cls": 0.037991334655089304, "loss_rpn_loc": 0.07611255455412902, "loss_sem_seg": 0.3370720911771059, "lr": 0.02, "mask_rcnn/accuracy": 0.8907636090917053, "mask_rcnn/false_negative": 0.09710671378850676, "mask_rcnn/false_positive": 0.11082072787013111, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.5700214529933874, "total_loss": 1.1758128011133522} {"data_time": 0.013115419489622582, "eta_seconds": 84380.29927782028, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.3355408388520971, "fast_rcnn/fg_cls_accuracy": 0.60859375, "iteration": 121259, "loss_box_reg": 0.24366065301001072, "loss_cls": 0.22282047383487225, "loss_mask": 0.25838799914345145, "loss_rpn_cls": 0.03782523478002986, "loss_rpn_loc": 0.07452011154964566, "loss_sem_seg": 0.3155935793183744, "lr": 0.02, "mask_rcnn/accuracy": 0.883636543548356, "mask_rcnn/false_negative": 0.09495682188471047, "mask_rcnn/false_positive": 0.14939665215271394, "roi_head/num_bg_samples": 429.0, "roi_head/num_fg_samples": 83.0, "rpn/num_neg_anchors": 206.0, "rpn/num_pos_anchors": 50.0, "time": 0.574992588502937, "total_loss": 1.1467241913705948} {"data_time": 0.012412931995640974, "eta_seconds": 84373.48568804357, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.37681818181818183, "fast_rcnn/fg_cls_accuracy": 0.6078549208144797, "iteration": 121279, "loss_box_reg": 0.2500568456016481, "loss_cls": 0.22248548455536366, "loss_mask": 0.2703014765866101, "loss_rpn_cls": 0.04364437272306532, "loss_rpn_loc": 0.07285580967436545, "loss_sem_seg": 0.31911923678126186, "lr": 0.02, "mask_rcnn/accuracy": 0.8833203046069913, "mask_rcnn/false_negative": 0.0847787056908207, "mask_rcnn/false_positive": 0.13187089857673612, "roi_head/num_bg_samples": 457.5, "roi_head/num_fg_samples": 54.5, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5704764620022615, "total_loss": 1.2092292261804687} {"data_time": 0.012061525500030257, "eta_seconds": 84424.88613138477, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.2675512892904197, "fast_rcnn/fg_cls_accuracy": 0.6610710916730984, "iteration": 121299, "loss_box_reg": 0.23348066420294344, "loss_cls": 0.22909862641245127, "loss_mask": 0.2568780626170337, "loss_rpn_cls": 0.03542812000523554, "loss_rpn_loc": 0.07489471533335745, "loss_sem_seg": 0.2830629129894078, "lr": 0.02, "mask_rcnn/accuracy": 0.8934357953806149, "mask_rcnn/false_negative": 0.09580877911572447, "mask_rcnn/false_positive": 0.10843077281010204, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.5824706415005494, "total_loss": 1.1097049941017758} {"data_time": 0.011465023999335244, "eta_seconds": 84389.79526467857, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.34915797914995994, "fast_rcnn/fg_cls_accuracy": 0.6138939485934022, "iteration": 121319, "loss_box_reg": 0.22556142415851355, "loss_cls": 0.2095741182565689, "loss_mask": 0.25571449007838964, "loss_rpn_cls": 0.04150709020905197, "loss_rpn_loc": 0.07295406018965878, "loss_sem_seg": 0.32197411567904055, "lr": 0.02, "mask_rcnn/accuracy": 0.9014224391306911, "mask_rcnn/false_negative": 0.100480393596512, "mask_rcnn/false_positive": 0.1011038425453582, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5625867865019245, "total_loss": 1.1471957686007954} {"data_time": 0.013182066999434028, "eta_seconds": 84422.8378092057, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.3386223532564996, "fast_rcnn/fg_cls_accuracy": 0.6233773157403706, "iteration": 121339, "loss_box_reg": 0.22852081677410752, "loss_cls": 0.2308605150319636, "loss_mask": 0.25384403578937054, "loss_rpn_cls": 0.04037760909704957, "loss_rpn_loc": 0.08295634080423042, "loss_sem_seg": 0.3491150550544262, "lr": 0.02, "mask_rcnn/accuracy": 0.8923073698601868, "mask_rcnn/false_negative": 0.0875021346794907, "mask_rcnn/false_positive": 0.11874676217043126, "roi_head/num_bg_samples": 459.0, "roi_head/num_fg_samples": 53.0, "rpn/num_neg_anchors": 237.75, "rpn/num_pos_anchors": 18.25, "time": 0.5759219610044966, "total_loss": 1.2225651321059559} {"data_time": 0.012128513000789098, "eta_seconds": 84386.03753555217, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.3095535046146171, "fast_rcnn/fg_cls_accuracy": 0.6467822636300897, "iteration": 121359, "loss_box_reg": 0.24521705508232117, "loss_cls": 0.22326792043168098, "loss_mask": 0.26307502295821905, "loss_rpn_cls": 0.03958411235362291, "loss_rpn_loc": 0.07653916269191541, "loss_sem_seg": 0.3296575052663684, "lr": 0.02, "mask_rcnn/accuracy": 0.8903317273829584, "mask_rcnn/false_negative": 0.07882323664306637, "mask_rcnn/false_positive": 0.15424013390938635, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5616688125010114, "total_loss": 1.2507475747843273} {"data_time": 0.012784302001819015, "eta_seconds": 84374.68319354215, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.29745262503883196, "fast_rcnn/fg_cls_accuracy": 0.6875061875061875, "iteration": 121379, "loss_box_reg": 0.22417139913886786, "loss_cls": 0.20935237407684326, "loss_mask": 0.25811921805143356, "loss_rpn_cls": 0.0425638322976738, "loss_rpn_loc": 0.07086014602100477, "loss_sem_seg": 0.33527246955782175, "lr": 0.02, "mask_rcnn/accuracy": 0.9015708767979241, "mask_rcnn/false_negative": 0.08503960664604682, "mask_rcnn/false_positive": 0.11407223152873933, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5699879254971165, "total_loss": 1.168587292835582} {"data_time": 0.012312122998991981, "eta_seconds": 84309.35823108375, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3451124921713157, "fast_rcnn/fg_cls_accuracy": 0.6120154388320188, "iteration": 121399, "loss_box_reg": 0.2638298067031428, "loss_cls": 0.2258092281408608, "loss_mask": 0.2715961835347116, "loss_rpn_cls": 0.04813915037084371, "loss_rpn_loc": 0.0861603066441603, "loss_sem_seg": 0.32474150275811553, "lr": 0.02, "mask_rcnn/accuracy": 0.8770000868215153, "mask_rcnn/false_negative": 0.10774125853069344, "mask_rcnn/false_positive": 0.1477202219744715, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5586416549995192, "total_loss": 1.251865797356004} {"data_time": 0.012801937999029178, "eta_seconds": 84226.52489710745, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.2975903614457831, "fast_rcnn/fg_cls_accuracy": 0.6514094739901192, "iteration": 121419, "loss_box_reg": 0.24171798047609627, "loss_cls": 0.20504483301192522, "loss_mask": 0.2558021629229188, "loss_rpn_cls": 0.041288461376097985, "loss_rpn_loc": 0.07967333006672561, "loss_sem_seg": 0.33742235286626965, "lr": 0.02, "mask_rcnn/accuracy": 0.8816163742282628, "mask_rcnn/false_negative": 0.10090374913474612, "mask_rcnn/false_positive": 0.12354222771740214, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.5562544714994146, "total_loss": 1.1640227768220939} {"data_time": 0.012295522006752435, "eta_seconds": 84203.42735221836, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.3281200063918185, "fast_rcnn/fg_cls_accuracy": 0.6042884990253412, "iteration": 121439, "loss_box_reg": 0.22806049534119666, "loss_cls": 0.21859340462833643, "loss_mask": 0.2664580661803484, "loss_rpn_cls": 0.041723468668351416, "loss_rpn_loc": 0.07832050364231691, "loss_sem_seg": 0.31730615347623825, "lr": 0.02, "mask_rcnn/accuracy": 0.8966354109211252, "mask_rcnn/false_negative": 0.08998331533903661, "mask_rcnn/false_positive": 0.11118899128169796, "roi_head/num_bg_samples": 465.25, "roi_head/num_fg_samples": 46.75, "rpn/num_neg_anchors": 239.5, "rpn/num_pos_anchors": 16.5, "time": 0.5599632350058528, "total_loss": 1.1923934445367195} {"data_time": 0.011570110502361786, "eta_seconds": 84192.09147976837, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.35822784810126584, "fast_rcnn/fg_cls_accuracy": 0.5873090958237599, "iteration": 121459, "loss_box_reg": 0.2257096446119249, "loss_cls": 0.21229462092742324, "loss_mask": 0.26636841520667076, "loss_rpn_cls": 0.04127540660556406, "loss_rpn_loc": 0.0708938859461341, "loss_sem_seg": 0.3408076078630984, "lr": 0.02, "mask_rcnn/accuracy": 0.8791181099686739, "mask_rcnn/false_negative": 0.11976151482509677, "mask_rcnn/false_positive": 0.14356890272321637, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5643582045013318, "total_loss": 1.164144995767856} {"data_time": 0.012215236500196625, "eta_seconds": 84167.83242373992, "fast_rcnn/cls_accuracy": 0.91162109375, "fast_rcnn/false_negative": 0.42072610294117646, "fast_rcnn/fg_cls_accuracy": 0.5562921801643192, "iteration": 121479, "loss_box_reg": 0.2432159186573699, "loss_cls": 0.2369682949502021, "loss_mask": 0.2657182849943638, "loss_rpn_cls": 0.04491105454508215, "loss_rpn_loc": 0.07169884225004353, "loss_sem_seg": 0.31626989552751184, "lr": 0.02, "mask_rcnn/accuracy": 0.8960151613837024, "mask_rcnn/false_negative": 0.09417917648539316, "mask_rcnn/false_positive": 0.11907246555661366, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5597350695024943, "total_loss": 1.1648638824699447} {"data_time": 0.011453574501501862, "eta_seconds": 84191.29846173571, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.3093112244897959, "fast_rcnn/fg_cls_accuracy": 0.640361057382334, "iteration": 121499, "loss_box_reg": 0.24414104595780373, "loss_cls": 0.23258245177567005, "loss_mask": 0.26254122238606215, "loss_rpn_cls": 0.04432658775476739, "loss_rpn_loc": 0.07273554505081847, "loss_sem_seg": 0.3401585575193167, "lr": 0.02, "mask_rcnn/accuracy": 0.8876872095994282, "mask_rcnn/false_negative": 0.08390080868663208, "mask_rcnn/false_positive": 0.1420910191565679, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.5712445209937869, "total_loss": 1.1920382310054265} {"data_time": 0.012835771492973436, "eta_seconds": 84196.22454746887, "fast_rcnn/cls_accuracy": 0.91162109375, "fast_rcnn/false_negative": 0.2808641975308642, "fast_rcnn/fg_cls_accuracy": 0.6812714776632303, "iteration": 121519, "loss_box_reg": 0.21766780270263553, "loss_cls": 0.21598421758972108, "loss_mask": 0.2423937153071165, "loss_rpn_cls": 0.04196940940164495, "loss_rpn_loc": 0.07937963749282062, "loss_sem_seg": 0.2941297001671046, "lr": 0.02, "mask_rcnn/accuracy": 0.8889737538522542, "mask_rcnn/false_negative": 0.09709365757224143, "mask_rcnn/false_positive": 0.11665348481205999, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.5721126909993473, "total_loss": 1.1224403111555148} {"data_time": 0.012982095991901588, "eta_seconds": 84184.88353756895, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.4038697788697789, "fast_rcnn/fg_cls_accuracy": 0.5212572674418605, "iteration": 121539, "loss_box_reg": 0.21028109756298363, "loss_cls": 0.21090016514062881, "loss_mask": 0.24553436413407326, "loss_rpn_cls": 0.040881198830902576, "loss_rpn_loc": 0.06538455910049379, "loss_sem_seg": 0.3176956563256681, "lr": 0.02, "mask_rcnn/accuracy": 0.8672868665796529, "mask_rcnn/false_negative": 0.12335333477558347, "mask_rcnn/false_positive": 0.12306003211754898, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5540853160055121, "total_loss": 1.112462157063419} {"data_time": 0.012816677495720796, "eta_seconds": 84219.34028814454, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.31027950310559005, "fast_rcnn/fg_cls_accuracy": 0.6608333333333334, "iteration": 121559, "loss_box_reg": 0.239120168145746, "loss_cls": 0.226181510835886, "loss_mask": 0.2548518804833293, "loss_rpn_cls": 0.03528618814016227, "loss_rpn_loc": 0.06107866019010544, "loss_sem_seg": 0.35035676101688296, "lr": 0.02, "mask_rcnn/accuracy": 0.8909963546556637, "mask_rcnn/false_negative": 0.08929527376096556, "mask_rcnn/false_positive": 0.13200491390218672, "roi_head/num_bg_samples": 457.25, "roi_head/num_fg_samples": 54.75, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.573228797496995, "total_loss": 1.1626540320576169} {"data_time": 0.012787427003786433, "eta_seconds": 84205.55247190353, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.3490900190059322, "fast_rcnn/fg_cls_accuracy": 0.6019045306320683, "iteration": 121579, "loss_box_reg": 0.2500010533258319, "loss_cls": 0.24414152256213129, "loss_mask": 0.2475625742226839, "loss_rpn_cls": 0.04590160585939884, "loss_rpn_loc": 0.07103257486596704, "loss_sem_seg": 0.3104193473700434, "lr": 0.02, "mask_rcnn/accuracy": 0.8846675036529302, "mask_rcnn/false_negative": 0.10133684873876052, "mask_rcnn/false_positive": 0.13114398124529292, "roi_head/num_bg_samples": 424.0, "roi_head/num_fg_samples": 88.0, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5621128624989069, "total_loss": 1.164232518611243} {"data_time": 0.012795094000466634, "eta_seconds": 84232.83113593527, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.3901880141010576, "fast_rcnn/fg_cls_accuracy": 0.5800235017626323, "iteration": 121599, "loss_box_reg": 0.23520563496276736, "loss_cls": 0.2148433211259544, "loss_mask": 0.2527556885033846, "loss_rpn_cls": 0.05001344229094684, "loss_rpn_loc": 0.08742114523192868, "loss_sem_seg": 0.31928804283961654, "lr": 0.02, "mask_rcnn/accuracy": 0.8809810822326767, "mask_rcnn/false_negative": 0.09157426335256184, "mask_rcnn/false_positive": 0.1374535188352209, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5690965844987659, "total_loss": 1.1681372512684902} {"data_time": 0.012673766002990305, "eta_seconds": 84221.47907885534, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.3537602748129064, "fast_rcnn/fg_cls_accuracy": 0.603011583011583, "iteration": 121619, "loss_box_reg": 0.23918604338541627, "loss_cls": 0.2351005042437464, "loss_mask": 0.2560969963669777, "loss_rpn_cls": 0.04586729149741586, "loss_rpn_loc": 0.08300748679903336, "loss_sem_seg": 0.32569352397695184, "lr": 0.02, "mask_rcnn/accuracy": 0.898662474059629, "mask_rcnn/false_negative": 0.11471119793106523, "mask_rcnn/false_positive": 0.11324980142625055, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5732840074997512, "total_loss": 1.203747923253104} {"data_time": 0.012829949497245252, "eta_seconds": 84227.07674741192, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.33974358974358976, "fast_rcnn/fg_cls_accuracy": 0.6331873631529559, "iteration": 121639, "loss_box_reg": 0.23999108653515577, "loss_cls": 0.22825316665694118, "loss_mask": 0.26029879692941904, "loss_rpn_cls": 0.044888157717650756, "loss_rpn_loc": 0.08225882248370908, "loss_sem_seg": 0.3172489341814071, "lr": 0.02, "mask_rcnn/accuracy": 0.8815859251252194, "mask_rcnn/false_negative": 0.09229897692110159, "mask_rcnn/false_positive": 0.1452493836195417, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5945761469920399, "total_loss": 1.191705241566524} {"data_time": 0.0116559474990936, "eta_seconds": 84215.7224054019, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.2883254716981132, "fast_rcnn/fg_cls_accuracy": 0.700523647244618, "iteration": 121659, "loss_box_reg": 0.2184330397285521, "loss_cls": 0.1870280511211604, "loss_mask": 0.2448476986028254, "loss_rpn_cls": 0.043186653885641135, "loss_rpn_loc": 0.07275374452001415, "loss_sem_seg": 0.3341131014749408, "lr": 0.02, "mask_rcnn/accuracy": 0.8917494866577667, "mask_rcnn/false_negative": 0.09787707440581199, "mask_rcnn/false_positive": 0.11000626279711677, "roi_head/num_bg_samples": 457.25, "roi_head/num_fg_samples": 54.75, "rpn/num_neg_anchors": 237.25, "rpn/num_pos_anchors": 18.75, "time": 0.562668680002389, "total_loss": 1.1139314287574962} {"data_time": 0.011965877500188071, "eta_seconds": 84203.14456230514, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.4037812888336588, "fast_rcnn/fg_cls_accuracy": 0.5652252906976745, "iteration": 121679, "loss_box_reg": 0.22436613566242158, "loss_cls": 0.2189854672178626, "loss_mask": 0.25157273979857564, "loss_rpn_cls": 0.038118341588415205, "loss_rpn_loc": 0.0676478604436852, "loss_sem_seg": 0.3386885221116245, "lr": 0.02, "mask_rcnn/accuracy": 0.8992843845577545, "mask_rcnn/false_negative": 0.11543183331378745, "mask_rcnn/false_positive": 0.1103252726301733, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5721910130087053, "total_loss": 1.1527968854643404} {"data_time": 0.012468819499190431, "eta_seconds": 84135.20821553479, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.33123405612244894, "fast_rcnn/fg_cls_accuracy": 0.6433293269230769, "iteration": 121699, "loss_box_reg": 0.22522323485463858, "loss_cls": 0.2011299580335617, "loss_mask": 0.2463886090554297, "loss_rpn_cls": 0.045088192273397, "loss_rpn_loc": 0.08070570457493886, "loss_sem_seg": 0.38100051833316684, "lr": 0.02, "mask_rcnn/accuracy": 0.8977041225734396, "mask_rcnn/false_negative": 0.08533143574697999, "mask_rcnn/false_positive": 0.13099328716490805, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5528423309951904, "total_loss": 1.161506453921902} {"data_time": 0.012418943500961177, "eta_seconds": 84126.12451126409, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3506756756756757, "fast_rcnn/fg_cls_accuracy": 0.6351175827180748, "iteration": 121719, "loss_box_reg": 0.23977600876241922, "loss_cls": 0.21209297911264002, "loss_mask": 0.2603606591001153, "loss_rpn_cls": 0.04324296981212683, "loss_rpn_loc": 0.07350305657018907, "loss_sem_seg": 0.2946424284018576, "lr": 0.02, "mask_rcnn/accuracy": 0.8694236961570946, "mask_rcnn/false_negative": 0.11277409324503324, "mask_rcnn/false_positive": 0.13571443917000936, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5688568804980605, "total_loss": 1.1619379240291892} {"data_time": 0.012029246005113237, "eta_seconds": 84117.21566454414, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.28657905629139074, "fast_rcnn/fg_cls_accuracy": 0.6704504890411938, "iteration": 121739, "loss_box_reg": 0.24195203930139542, "loss_cls": 0.22758316714316607, "loss_mask": 0.2570916237309575, "loss_rpn_cls": 0.04702739938511513, "loss_rpn_loc": 0.07929665243136697, "loss_sem_seg": 0.3079225856345147, "lr": 0.02, "mask_rcnn/accuracy": 0.8812200928508049, "mask_rcnn/false_negative": 0.08694417635661733, "mask_rcnn/false_positive": 0.12926770567190496, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 234.5, "rpn/num_pos_anchors": 21.5, "time": 0.5853766960062785, "total_loss": 1.1787068292906042} {"data_time": 0.013043619503150694, "eta_seconds": 84078.98379148956, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.3692001767565179, "fast_rcnn/fg_cls_accuracy": 0.5994748687171794, "iteration": 121759, "loss_box_reg": 0.22799137141555548, "loss_cls": 0.22732787323184311, "loss_mask": 0.26022861525416374, "loss_rpn_cls": 0.04560045257676393, "loss_rpn_loc": 0.0832835920737125, "loss_sem_seg": 0.31958979554474354, "lr": 0.02, "mask_rcnn/accuracy": 0.8835661190846202, "mask_rcnn/false_negative": 0.10503464491596651, "mask_rcnn/false_positive": 0.12498229498374597, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.5549372585010133, "total_loss": 1.1368694526609033} {"data_time": 0.012564197000756394, "eta_seconds": 84089.82203029502, "fast_rcnn/cls_accuracy": 0.904296875, "fast_rcnn/false_negative": 0.449481723949809, "fast_rcnn/fg_cls_accuracy": 0.5428259683578833, "iteration": 121779, "loss_box_reg": 0.238942829426378, "loss_cls": 0.22506312327459455, "loss_mask": 0.25966055504977703, "loss_rpn_cls": 0.0379387757711811, "loss_rpn_loc": 0.07632546071545221, "loss_sem_seg": 0.3208174405153841, "lr": 0.02, "mask_rcnn/accuracy": 0.8865109265590735, "mask_rcnn/false_negative": 0.10007763761043187, "mask_rcnn/false_positive": 0.13069777037796176, "roi_head/num_bg_samples": 432.5, "roi_head/num_fg_samples": 79.5, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.565196138995816, "total_loss": 1.1794800593634136} {"data_time": 0.013239845000498462, "eta_seconds": 84083.17412334401, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3891303403016211, "fast_rcnn/fg_cls_accuracy": 0.5906384458255465, "iteration": 121799, "loss_box_reg": 0.23438092973083258, "loss_cls": 0.22899808618240058, "loss_mask": 0.2691592574119568, "loss_rpn_cls": 0.051850757852662355, "loss_rpn_loc": 0.09178387769497931, "loss_sem_seg": 0.33368243649601936, "lr": 0.02, "mask_rcnn/accuracy": 0.878059053892309, "mask_rcnn/false_negative": 0.10319295973798351, "mask_rcnn/false_positive": 0.12531442063444564, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5606514899991453, "total_loss": 1.2899091748258797} {"data_time": 0.0128635535002104, "eta_seconds": 84092.53871934034, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.27002608047690013, "fast_rcnn/fg_cls_accuracy": 0.690733862704918, "iteration": 121819, "loss_box_reg": 0.22567239729687572, "loss_cls": 0.21249418007209897, "loss_mask": 0.2587286029011011, "loss_rpn_cls": 0.04382269748020917, "loss_rpn_loc": 0.0816506173578091, "loss_sem_seg": 0.33168074395507574, "lr": 0.02, "mask_rcnn/accuracy": 0.9036206799030497, "mask_rcnn/false_negative": 0.0875797664557689, "mask_rcnn/false_positive": 0.13617498482949508, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5723704239935614, "total_loss": 1.1574102821177803} {"data_time": 0.012758150995068718, "eta_seconds": 84132.5493467893, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.3533635676492819, "fast_rcnn/fg_cls_accuracy": 0.6173202614379085, "iteration": 121839, "loss_box_reg": 0.23838006844744086, "loss_cls": 0.22331877192482352, "loss_mask": 0.25407826714217663, "loss_rpn_cls": 0.04223823474603705, "loss_rpn_loc": 0.07533794647315517, "loss_sem_seg": 0.35192562174052, "lr": 0.02, "mask_rcnn/accuracy": 0.8819751665972512, "mask_rcnn/false_negative": 0.09268615462284821, "mask_rcnn/false_positive": 0.14920867020640413, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.569161540006462, "total_loss": 1.1857312306237873} {"data_time": 0.012706781999440864, "eta_seconds": 84085.25439389618, "fast_rcnn/cls_accuracy": 0.95751953125, "fast_rcnn/false_negative": 0.24430543572044866, "fast_rcnn/fg_cls_accuracy": 0.7313500112688753, "iteration": 121859, "loss_box_reg": 0.23765630833804607, "loss_cls": 0.21215785306412727, "loss_mask": 0.2679462116211653, "loss_rpn_cls": 0.038366627297364175, "loss_rpn_loc": 0.07130220875842497, "loss_sem_seg": 0.3146867440082133, "lr": 0.02, "mask_rcnn/accuracy": 0.9044910383832248, "mask_rcnn/false_negative": 0.09532149527277772, "mask_rcnn/false_positive": 0.09049477821626631, "roi_head/num_bg_samples": 459.25, "roi_head/num_fg_samples": 52.75, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.56268463050219, "total_loss": 1.1616809623374138} {"data_time": 0.01295390500308713, "eta_seconds": 84143.99978559864, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.4519969278033794, "fast_rcnn/fg_cls_accuracy": 0.5391705069124424, "iteration": 121879, "loss_box_reg": 0.24253816064447165, "loss_cls": 0.2277862816117704, "loss_mask": 0.2546480931341648, "loss_rpn_cls": 0.04128559760283679, "loss_rpn_loc": 0.0709970016614534, "loss_sem_seg": 0.3098167418502271, "lr": 0.02, "mask_rcnn/accuracy": 0.8810369014755661, "mask_rcnn/false_negative": 0.08168654367023193, "mask_rcnn/false_positive": 0.13961184198122506, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.5723797004975495, "total_loss": 1.1311577687447425} {"data_time": 0.012415991994203068, "eta_seconds": 84035.61270850443, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.462203302373581, "fast_rcnn/fg_cls_accuracy": 0.503728251864126, "iteration": 121899, "loss_box_reg": 0.226658140309155, "loss_cls": 0.21653533237986267, "loss_mask": 0.2604473875835538, "loss_rpn_cls": 0.04442954019759782, "loss_rpn_loc": 0.0727257518155966, "loss_sem_seg": 0.34683573897928, "lr": 0.02, "mask_rcnn/accuracy": 0.8877201304250514, "mask_rcnn/false_negative": 0.0990801759676612, "mask_rcnn/false_positive": 0.13818438210253878, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5646034615056124, "total_loss": 1.222342036140617} {"data_time": 0.012928552510857116, "eta_seconds": 84035.78883999054, "fast_rcnn/cls_accuracy": 0.9111328125, "fast_rcnn/false_negative": 0.4159842777595807, "fast_rcnn/fg_cls_accuracy": 0.5463205590129927, "iteration": 121919, "loss_box_reg": 0.25406528008170426, "loss_cls": 0.2231631218455732, "loss_mask": 0.2603789223358035, "loss_rpn_cls": 0.04337433751788922, "loss_rpn_loc": 0.0864330242620781, "loss_sem_seg": 0.33159312093630433, "lr": 0.02, "mask_rcnn/accuracy": 0.8851703762578633, "mask_rcnn/false_negative": 0.10102306710473946, "mask_rcnn/false_positive": 0.13111033605624287, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5700156394959777, "total_loss": 1.1900579009670764} {"data_time": 0.013697959002456628, "eta_seconds": 84024.43886412057, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.29413479477611937, "fast_rcnn/fg_cls_accuracy": 0.7058652052238805, "iteration": 121939, "loss_box_reg": 0.22993106627836823, "loss_cls": 0.2230263480450958, "loss_mask": 0.26149202417582273, "loss_rpn_cls": 0.045056084694806486, "loss_rpn_loc": 0.07400455186143517, "loss_sem_seg": 0.34919727384112775, "lr": 0.02, "mask_rcnn/accuracy": 0.9069264649970565, "mask_rcnn/false_negative": 0.07941184392783213, "mask_rcnn/false_positive": 0.09030982020710823, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5776363650002168, "total_loss": 1.2015606237400789} {"data_time": 0.012437557503290009, "eta_seconds": 84019.93297144375, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.3746088935242249, "fast_rcnn/fg_cls_accuracy": 0.5476466049382716, "iteration": 121959, "loss_box_reg": 0.23632313450798392, "loss_cls": 0.21772649406921118, "loss_mask": 0.2660929593257606, "loss_rpn_cls": 0.039516933960840106, "loss_rpn_loc": 0.08026549802161753, "loss_sem_seg": 0.3497188971377909, "lr": 0.02, "mask_rcnn/accuracy": 0.8796475841657085, "mask_rcnn/false_negative": 0.1113637653895679, "mask_rcnn/false_positive": 0.13237320164767197, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5657458745045005, "total_loss": 1.1477224894915707} {"data_time": 0.012926876501296647, "eta_seconds": 84053.05098413954, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.35128427355814684, "fast_rcnn/fg_cls_accuracy": 0.6103238866396761, "iteration": 121979, "loss_box_reg": 0.22543330490589142, "loss_cls": 0.2188977445475757, "loss_mask": 0.252374024130404, "loss_rpn_cls": 0.04482121695764363, "loss_rpn_loc": 0.0701887920149602, "loss_sem_seg": 0.3130000247620046, "lr": 0.02, "mask_rcnn/accuracy": 0.8842937061494531, "mask_rcnn/false_negative": 0.08819828307724882, "mask_rcnn/false_positive": 0.13842478717054613, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.5705036264989758, "total_loss": 1.1608456879621372} {"data_time": 0.012391540003591217, "eta_seconds": 84019.4060866388, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.3113501882732652, "fast_rcnn/fg_cls_accuracy": 0.6178065374187938, "iteration": 121999, "loss_box_reg": 0.23665006994269788, "loss_cls": 0.2196257202886045, "loss_mask": 0.25550856813788414, "loss_rpn_cls": 0.04926340596284717, "loss_rpn_loc": 0.08495582971954718, "loss_sem_seg": 0.3103023082949221, "lr": 0.02, "mask_rcnn/accuracy": 0.9074875933479071, "mask_rcnn/false_negative": 0.09448058901765959, "mask_rcnn/false_positive": 0.0941216944291405, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5582671520023723, "total_loss": 1.1817877389257774} {"data_time": 0.012144118496507872, "eta_seconds": 84089.84905819912, "fast_rcnn/cls_accuracy": 0.90380859375, "fast_rcnn/false_negative": 0.3485128837719298, "fast_rcnn/fg_cls_accuracy": 0.559545875810936, "iteration": 122019, "loss_box_reg": 0.259870016714558, "loss_cls": 0.23997179744765162, "loss_mask": 0.2639741785824299, "loss_rpn_cls": 0.04777185000421014, "loss_rpn_loc": 0.08539450215175748, "loss_sem_seg": 0.3548778328113258, "lr": 0.02, "mask_rcnn/accuracy": 0.8791150151466837, "mask_rcnn/false_negative": 0.10236356592900084, "mask_rcnn/false_positive": 0.140551594722187, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5792285569987143, "total_loss": 1.264942041307222} {"data_time": 0.012663737499678973, "eta_seconds": 84053.43023918915, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.29569946790597423, "fast_rcnn/fg_cls_accuracy": 0.6605844585025021, "iteration": 122039, "loss_box_reg": 0.23035728326067328, "loss_cls": 0.20928979525342584, "loss_mask": 0.2653593607246876, "loss_rpn_cls": 0.04194657164043747, "loss_rpn_loc": 0.08075117453699932, "loss_sem_seg": 0.2999827549792826, "lr": 0.02, "mask_rcnn/accuracy": 0.8824937139927742, "mask_rcnn/false_negative": 0.10295257497678426, "mask_rcnn/false_positive": 0.1305738896661327, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5674568749964237, "total_loss": 1.143760738428682} {"data_time": 0.013134136497683357, "eta_seconds": 84027.98343355826, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.34440104166666663, "fast_rcnn/fg_cls_accuracy": 0.6010852335081087, "iteration": 122059, "loss_box_reg": 0.2274805015185848, "loss_cls": 0.22993385419249535, "loss_mask": 0.24918782152235508, "loss_rpn_cls": 0.049821633656392805, "loss_rpn_loc": 0.07959338993532583, "loss_sem_seg": 0.34175714012235403, "lr": 0.02, "mask_rcnn/accuracy": 0.9044995116690744, "mask_rcnn/false_negative": 0.09357211536397969, "mask_rcnn/false_positive": 0.1062076739478314, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 236.75, "rpn/num_pos_anchors": 19.25, "time": 0.5614776970032835, "total_loss": 1.220902446861146} {"data_time": 0.012568717007525265, "eta_seconds": 84030.70710802914, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.2964099007788328, "fast_rcnn/fg_cls_accuracy": 0.6477052359405301, "iteration": 122079, "loss_box_reg": 0.24699303414672613, "loss_cls": 0.2191775341052562, "loss_mask": 0.26649381406605244, "loss_rpn_cls": 0.05198230192763731, "loss_rpn_loc": 0.09596586594125256, "loss_sem_seg": 0.31208651093766093, "lr": 0.02, "mask_rcnn/accuracy": 0.8878734573599176, "mask_rcnn/false_negative": 0.08536969889035292, "mask_rcnn/false_positive": 0.13761441063651858, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.572302975000639, "total_loss": 1.197693489230005} {"data_time": 0.012703163003607187, "eta_seconds": 84034.6049321644, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.2261089073205914, "fast_rcnn/fg_cls_accuracy": 0.7526595744680851, "iteration": 122099, "loss_box_reg": 0.22394899651408195, "loss_cls": 0.2028589742258191, "loss_mask": 0.2533297538757324, "loss_rpn_cls": 0.04509108845377341, "loss_rpn_loc": 0.07610651635332033, "loss_sem_seg": 0.3685039016418159, "lr": 0.02, "mask_rcnn/accuracy": 0.907539683104115, "mask_rcnn/false_negative": 0.08268949635629992, "mask_rcnn/false_positive": 0.11266481350620142, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5674225620023208, "total_loss": 1.1627998722542543} {"data_time": 0.012507972998719197, "eta_seconds": 83973.55262148978, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.35173201370384466, "fast_rcnn/fg_cls_accuracy": 0.5825303728529535, "iteration": 122119, "loss_box_reg": 0.2474346631206572, "loss_cls": 0.2340686258394271, "loss_mask": 0.2517878971993923, "loss_rpn_cls": 0.049672818451654166, "loss_rpn_loc": 0.07359045336488634, "loss_sem_seg": 0.31720767891965806, "lr": 0.02, "mask_rcnn/accuracy": 0.8802286068867702, "mask_rcnn/false_negative": 0.09728439005749262, "mask_rcnn/false_positive": 0.1297684496163777, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5616055645004963, "total_loss": 1.205443279381143} {"data_time": 0.013716150504478719, "eta_seconds": 83962.19571253982, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.36231884057971014, "fast_rcnn/fg_cls_accuracy": 0.5475020475020476, "iteration": 122139, "loss_box_reg": 0.2166532981209457, "loss_cls": 0.22350839897990227, "loss_mask": 0.23722339095547795, "loss_rpn_cls": 0.03635267697973177, "loss_rpn_loc": 0.07386951963417232, "loss_sem_seg": 0.3423107694834471, "lr": 0.02, "mask_rcnn/accuracy": 0.8781385020224306, "mask_rcnn/false_negative": 0.08930820222098973, "mask_rcnn/false_positive": 0.12125455046307658, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5582279429945629, "total_loss": 1.1296545758086722} {"data_time": 0.012021455499052536, "eta_seconds": 84003.41712590602, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.3871275436046512, "fast_rcnn/fg_cls_accuracy": 0.5816830184108528, "iteration": 122159, "loss_box_reg": 0.2316226102411747, "loss_cls": 0.2095760810188949, "loss_mask": 0.26446312479674816, "loss_rpn_cls": 0.04293027505627833, "loss_rpn_loc": 0.0870167589164339, "loss_sem_seg": 0.3078624797053635, "lr": 0.02, "mask_rcnn/accuracy": 0.8832636190305926, "mask_rcnn/false_negative": 0.08799137197386513, "mask_rcnn/false_positive": 0.14648856340628696, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5712830980046419, "total_loss": 1.146947960369289} {"data_time": 0.012038553497404791, "eta_seconds": 83997.64184634236, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.3412737799834574, "fast_rcnn/fg_cls_accuracy": 0.6587262200165426, "iteration": 122179, "loss_box_reg": 0.2338899001479149, "loss_cls": 0.2060185642912984, "loss_mask": 0.24917853344231844, "loss_rpn_cls": 0.048688904542359523, "loss_rpn_loc": 0.08232316799694672, "loss_sem_seg": 0.3090053591877222, "lr": 0.02, "mask_rcnn/accuracy": 0.8918964541484383, "mask_rcnn/false_negative": 0.09323374811312457, "mask_rcnn/false_positive": 0.12900947880966207, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.5571366825097357, "total_loss": 1.1501363757415675} {"data_time": 0.012189613502414431, "eta_seconds": 83928.12498568992, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.34097782258064513, "fast_rcnn/fg_cls_accuracy": 0.6556418413173652, "iteration": 122199, "loss_box_reg": 0.23603275418281555, "loss_cls": 0.22824370278976858, "loss_mask": 0.2609452302567661, "loss_rpn_cls": 0.04680968765751459, "loss_rpn_loc": 0.08569953253027052, "loss_sem_seg": 0.3333027008920908, "lr": 0.02, "mask_rcnn/accuracy": 0.8905562657895455, "mask_rcnn/false_negative": 0.09004320301573729, "mask_rcnn/false_positive": 0.12728281051621151, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5511722224982805, "total_loss": 1.2533970167860389} {"data_time": 0.012645773000258487, "eta_seconds": 83969.32506059563, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.4537930631104872, "fast_rcnn/fg_cls_accuracy": 0.5092836739178203, "iteration": 122219, "loss_box_reg": 0.2250479373615235, "loss_cls": 0.2248698016628623, "loss_mask": 0.2447364144027233, "loss_rpn_cls": 0.04082460579229519, "loss_rpn_loc": 0.06809369981056079, "loss_sem_seg": 0.30578286084346473, "lr": 0.02, "mask_rcnn/accuracy": 0.8968490947190921, "mask_rcnn/false_negative": 0.0931314050245654, "mask_rcnn/false_positive": 0.1305620263657266, "roi_head/num_bg_samples": 465.5, "roi_head/num_fg_samples": 46.5, "rpn/num_neg_anchors": 236.75, "rpn/num_pos_anchors": 19.25, "time": 0.5694764479994774, "total_loss": 1.129632738447981} {"data_time": 0.01209372349694604, "eta_seconds": 83957.9610388255, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.38068564432200797, "fast_rcnn/fg_cls_accuracy": 0.5480895915678524, "iteration": 122239, "loss_box_reg": 0.22182994289323688, "loss_cls": 0.20815550675615668, "loss_mask": 0.2615504455752671, "loss_rpn_cls": 0.04090741074469406, "loss_rpn_loc": 0.0786956490483135, "loss_sem_seg": 0.3178573662880808, "lr": 0.02, "mask_rcnn/accuracy": 0.9013662375269518, "mask_rcnn/false_negative": 0.09173789538779081, "mask_rcnn/false_positive": 0.10748763955079926, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5743494679991272, "total_loss": 1.153215951344464} {"data_time": 0.012827696504245978, "eta_seconds": 83827.87094557204, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.3637238723872387, "fast_rcnn/fg_cls_accuracy": 0.584066740007334, "iteration": 122259, "loss_box_reg": 0.230259174015373, "loss_cls": 0.2121404439676553, "loss_mask": 0.266256932169199, "loss_rpn_cls": 0.04211782419588417, "loss_rpn_loc": 0.07295064616482705, "loss_sem_seg": 0.3173890756443143, "lr": 0.02, "mask_rcnn/accuracy": 0.8676094602956144, "mask_rcnn/false_negative": 0.11407138768759842, "mask_rcnn/false_positive": 0.14598101241035855, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5536695544942631, "total_loss": 1.1551507078111172} {"data_time": 0.012588739497005008, "eta_seconds": 83808.44967339955, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.31257025629496404, "fast_rcnn/fg_cls_accuracy": 0.6178283546704599, "iteration": 122279, "loss_box_reg": 0.22589785512536764, "loss_cls": 0.20448446040973067, "loss_mask": 0.2571169137954712, "loss_rpn_cls": 0.0509173602622468, "loss_rpn_loc": 0.08596804575063288, "loss_sem_seg": 0.30504187871702015, "lr": 0.02, "mask_rcnn/accuracy": 0.8949748284804676, "mask_rcnn/false_negative": 0.07906164406084462, "mask_rcnn/false_positive": 0.13648467447546656, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5681308484927285, "total_loss": 1.1543920675176196} {"data_time": 0.012533276996691711, "eta_seconds": 83751.09033697541, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.38298236018050047, "fast_rcnn/fg_cls_accuracy": 0.5922862757943007, "iteration": 122299, "loss_box_reg": 0.21382010215893388, "loss_cls": 0.20647478429600596, "loss_mask": 0.2417591381818056, "loss_rpn_cls": 0.04412753036012873, "loss_rpn_loc": 0.06525640818290412, "loss_sem_seg": 0.3298920667730272, "lr": 0.02, "mask_rcnn/accuracy": 0.8786634312526032, "mask_rcnn/false_negative": 0.09100604331960085, "mask_rcnn/false_positive": 0.1407634004135907, "roi_head/num_bg_samples": 432.75, "roi_head/num_fg_samples": 79.25, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.5517771465019905, "total_loss": 1.0855108019604813} {"data_time": 0.012285025499295443, "eta_seconds": 83743.93129848523, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.4104020979020979, "fast_rcnn/fg_cls_accuracy": 0.5706851971557854, "iteration": 122319, "loss_box_reg": 0.2329006246291101, "loss_cls": 0.2008544411510229, "loss_mask": 0.25278522726148367, "loss_rpn_cls": 0.043984397692838684, "loss_rpn_loc": 0.06971733749378473, "loss_sem_seg": 0.3122858221177012, "lr": 0.02, "mask_rcnn/accuracy": 0.875128982561385, "mask_rcnn/false_negative": 0.10526871630110848, "mask_rcnn/false_positive": 0.13989969381364475, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.562222873493738, "total_loss": 1.1581447952921735} {"data_time": 0.01322448899736628, "eta_seconds": 83699.08538211141, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.313566701497736, "fast_rcnn/fg_cls_accuracy": 0.6187338268038756, "iteration": 122339, "loss_box_reg": 0.22988438699394464, "loss_cls": 0.2217917307280004, "loss_mask": 0.25523067405447364, "loss_rpn_cls": 0.04677970436750911, "loss_rpn_loc": 0.0757688827579841, "loss_sem_seg": 0.3614968117326498, "lr": 0.02, "mask_rcnn/accuracy": 0.8900518284236771, "mask_rcnn/false_negative": 0.08790255489495798, "mask_rcnn/false_positive": 0.1391210214261373, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5525180455006193, "total_loss": 1.1903806147165596} {"data_time": 0.012959606501681264, "eta_seconds": 83687.7487278314, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.35582482993197284, "fast_rcnn/fg_cls_accuracy": 0.6244005799040928, "iteration": 122359, "loss_box_reg": 0.23887670831754804, "loss_cls": 0.21733084367588162, "loss_mask": 0.2566673057153821, "loss_rpn_cls": 0.04655578111123759, "loss_rpn_loc": 0.07401323440717533, "loss_sem_seg": 0.30592762446030974, "lr": 0.02, "mask_rcnn/accuracy": 0.8955732447299907, "mask_rcnn/false_negative": 0.0976245169936824, "mask_rcnn/false_positive": 0.12473982680841142, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.561942510001245, "total_loss": 1.196712997450959} {"data_time": 0.012578974499774631, "eta_seconds": 83678.69422093662, "fast_rcnn/cls_accuracy": 0.90771484375, "fast_rcnn/false_negative": 0.40600887345679015, "fast_rcnn/fg_cls_accuracy": 0.5648871527777778, "iteration": 122379, "loss_box_reg": 0.24433036567643285, "loss_cls": 0.23874562978744507, "loss_mask": 0.25853798165917397, "loss_rpn_cls": 0.049935610906686634, "loss_rpn_loc": 0.09793171077035367, "loss_sem_seg": 0.33044902700930834, "lr": 0.02, "mask_rcnn/accuracy": 0.8981130913904023, "mask_rcnn/false_negative": 0.08938274450986798, "mask_rcnn/false_positive": 0.12105503792204092, "roi_head/num_bg_samples": 431.0, "roi_head/num_fg_samples": 81.0, "rpn/num_neg_anchors": 206.5, "rpn/num_pos_anchors": 49.5, "time": 0.5704872264977894, "total_loss": 1.1859114764083643} {"data_time": 0.012653157500608359, "eta_seconds": 83692.14987152252, "fast_rcnn/cls_accuracy": 0.95556640625, "fast_rcnn/false_negative": 0.29674035219183215, "fast_rcnn/fg_cls_accuracy": 0.6955565665756749, "iteration": 122399, "loss_box_reg": 0.21208435855805874, "loss_cls": 0.20168923679739237, "loss_mask": 0.24279331788420677, "loss_rpn_cls": 0.04273688784451224, "loss_rpn_loc": 0.07403819174214732, "loss_sem_seg": 0.3453667163848877, "lr": 0.02, "mask_rcnn/accuracy": 0.9202406962785115, "mask_rcnn/false_negative": 0.06186360895426617, "mask_rcnn/false_positive": 0.09954397118343167, "roi_head/num_bg_samples": 457.25, "roi_head/num_fg_samples": 54.75, "rpn/num_neg_anchors": 234.25, "rpn/num_pos_anchors": 21.75, "time": 0.5681098100030795, "total_loss": 1.1108502167335246} {"data_time": 0.01187190250493586, "eta_seconds": 83694.12378848366, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.36573268360598676, "fast_rcnn/fg_cls_accuracy": 0.563055343995938, "iteration": 122419, "loss_box_reg": 0.24624894466251135, "loss_cls": 0.2377076307311654, "loss_mask": 0.2590898824855685, "loss_rpn_cls": 0.047531003307085484, "loss_rpn_loc": 0.08037463248183485, "loss_sem_seg": 0.3472958952188492, "lr": 0.02, "mask_rcnn/accuracy": 0.8855677139276763, "mask_rcnn/false_negative": 0.10742148301574014, "mask_rcnn/false_positive": 0.11872119772701731, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5641605385026196, "total_loss": 1.2062659754883498} {"data_time": 0.012588605495693628, "eta_seconds": 83717.67482115955, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.27773497688751925, "fast_rcnn/fg_cls_accuracy": 0.6645351823317925, "iteration": 122439, "loss_box_reg": 0.23203324293717742, "loss_cls": 0.21213422319851816, "loss_mask": 0.2529753800481558, "loss_rpn_cls": 0.036152675180346705, "loss_rpn_loc": 0.07216740239528008, "loss_sem_seg": 0.33793445210903883, "lr": 0.02, "mask_rcnn/accuracy": 0.8963161295446014, "mask_rcnn/false_negative": 0.08008980809070815, "mask_rcnn/false_positive": 0.1253112900674123, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5740413710009307, "total_loss": 1.172214108373737} {"data_time": 0.012861159004387446, "eta_seconds": 83712.71936725287, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.2851094060812731, "fast_rcnn/fg_cls_accuracy": 0.5769063180827887, "iteration": 122459, "loss_box_reg": 0.24713426502421498, "loss_cls": 0.22185507137328386, "loss_mask": 0.2555566420778632, "loss_rpn_cls": 0.042218067130306736, "loss_rpn_loc": 0.07224584789946675, "loss_sem_seg": 0.34117285814136267, "lr": 0.02, "mask_rcnn/accuracy": 0.89884817563389, "mask_rcnn/false_negative": 0.08725714371861074, "mask_rcnn/false_positive": 0.11434702616958836, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5699802315066336, "total_loss": 1.1322908518050099} {"data_time": 0.012607766992005054, "eta_seconds": 83717.33024501576, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.32066622724737615, "fast_rcnn/fg_cls_accuracy": 0.6437049879967991, "iteration": 122479, "loss_box_reg": 0.2168092873180285, "loss_cls": 0.18949214834719896, "loss_mask": 0.23889368772506714, "loss_rpn_cls": 0.042116961849387735, "loss_rpn_loc": 0.067514319831389, "loss_sem_seg": 0.34365345630794764, "lr": 0.02, "mask_rcnn/accuracy": 0.8862802007855484, "mask_rcnn/false_negative": 0.09557673001520103, "mask_rcnn/false_positive": 0.1165052538143456, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5586658039974282, "total_loss": 1.0910120791522786} {"data_time": 0.012922895992232952, "eta_seconds": 83705.9803585257, "fast_rcnn/cls_accuracy": 0.9033203125, "fast_rcnn/false_negative": 0.36990822227809905, "fast_rcnn/fg_cls_accuracy": 0.5767132867132867, "iteration": 122499, "loss_box_reg": 0.23260253481566906, "loss_cls": 0.237047896720469, "loss_mask": 0.25104138161987066, "loss_rpn_cls": 0.04165113577619195, "loss_rpn_loc": 0.08827820396982133, "loss_sem_seg": 0.37274363776668906, "lr": 0.02, "mask_rcnn/accuracy": 0.8797369680397941, "mask_rcnn/false_negative": 0.10787262260629996, "mask_rcnn/false_positive": 0.14770838729281915, "roi_head/num_bg_samples": 418.25, "roi_head/num_fg_samples": 93.75, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.5732582955024554, "total_loss": 1.2323980105284136} {"data_time": 0.012360936001641676, "eta_seconds": 83677.95936712806, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.33687943262411346, "fast_rcnn/fg_cls_accuracy": 0.6439861050803299, "iteration": 122519, "loss_box_reg": 0.2502909069880843, "loss_cls": 0.22423647763207555, "loss_mask": 0.2565509546548128, "loss_rpn_cls": 0.04930343056912534, "loss_rpn_loc": 0.06978812615852803, "loss_sem_seg": 0.27564941579476, "lr": 0.02, "mask_rcnn/accuracy": 0.8986512250888172, "mask_rcnn/false_negative": 0.08809601785627959, "mask_rcnn/false_positive": 0.10846250786646411, "roi_head/num_bg_samples": 428.5, "roi_head/num_fg_samples": 83.5, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.5649986409916892, "total_loss": 1.1599946987698786} {"data_time": 0.012236840004334226, "eta_seconds": 83645.66881430814, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.3999367488931056, "fast_rcnn/fg_cls_accuracy": 0.5758697027197976, "iteration": 122539, "loss_box_reg": 0.22041341569274664, "loss_cls": 0.2123184222728014, "loss_mask": 0.25392178865149617, "loss_rpn_cls": 0.04343225798220374, "loss_rpn_loc": 0.05873862141743302, "loss_sem_seg": 0.33286594320088625, "lr": 0.02, "mask_rcnn/accuracy": 0.8893319084390513, "mask_rcnn/false_negative": 0.08526454745978077, "mask_rcnn/false_positive": 0.1287662228958092, "roi_head/num_bg_samples": 456.5, "roi_head/num_fg_samples": 55.5, "rpn/num_neg_anchors": 236.5, "rpn/num_pos_anchors": 19.5, "time": 0.5540453384965076, "total_loss": 1.1511304138984997} {"data_time": 0.013126659992849454, "eta_seconds": 83614.7288980141, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.32883448420171585, "fast_rcnn/fg_cls_accuracy": 0.6523581429624171, "iteration": 122559, "loss_box_reg": 0.22411180497147143, "loss_cls": 0.21669049188494682, "loss_mask": 0.2676508128643036, "loss_rpn_cls": 0.04217863199301064, "loss_rpn_loc": 0.08014913179795258, "loss_sem_seg": 0.3394323531538248, "lr": 0.02, "mask_rcnn/accuracy": 0.8946862024030391, "mask_rcnn/false_negative": 0.09087918916602875, "mask_rcnn/false_positive": 0.1308069268792438, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5778655289977905, "total_loss": 1.1576494543696754} {"data_time": 0.012470316993130837, "eta_seconds": 83603.38677080417, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.28101405201342283, "fast_rcnn/fg_cls_accuracy": 0.7189859479865772, "iteration": 122579, "loss_box_reg": 0.23755695205181837, "loss_cls": 0.2351876231841743, "loss_mask": 0.25884370505809784, "loss_rpn_cls": 0.0447297673963476, "loss_rpn_loc": 0.0742509902920574, "loss_sem_seg": 0.338235504925251, "lr": 0.02, "mask_rcnn/accuracy": 0.8967736711429855, "mask_rcnn/false_negative": 0.07700714570616704, "mask_rcnn/false_positive": 0.12796186056417985, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.5645175375029794, "total_loss": 1.1983265724265948} {"data_time": 0.012352525001915637, "eta_seconds": 83585.96914294615, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.34582542694497154, "fast_rcnn/fg_cls_accuracy": 0.6207712155963303, "iteration": 122599, "loss_box_reg": 0.24143088841810822, "loss_cls": 0.22477810317650437, "loss_mask": 0.26206833496689796, "loss_rpn_cls": 0.04164164162648376, "loss_rpn_loc": 0.08133011800237, "loss_sem_seg": 0.34861941635608673, "lr": 0.02, "mask_rcnn/accuracy": 0.8848393460843076, "mask_rcnn/false_negative": 0.09632517985853975, "mask_rcnn/false_positive": 0.10930863312414332, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 237.5, "rpn/num_pos_anchors": 18.5, "time": 0.5670815470002708, "total_loss": 1.20594854040246} {"data_time": 0.013462255497870501, "eta_seconds": 83567.40631984106, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.35390070921985817, "fast_rcnn/fg_cls_accuracy": 0.6251612903225807, "iteration": 122619, "loss_box_reg": 0.22561058308929205, "loss_cls": 0.215079749468714, "loss_mask": 0.26431434974074364, "loss_rpn_cls": 0.04826542892260477, "loss_rpn_loc": 0.07506399104022421, "loss_sem_seg": 0.34187557362020016, "lr": 0.02, "mask_rcnn/accuracy": 0.8814210216898859, "mask_rcnn/false_negative": 0.09222518523156673, "mask_rcnn/false_positive": 0.13185290388629495, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5634521825049887, "total_loss": 1.1624285705620423} {"data_time": 0.012570521503221244, "eta_seconds": 83522.9992930897, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.33339721254355403, "fast_rcnn/fg_cls_accuracy": 0.6084582743988685, "iteration": 122639, "loss_box_reg": 0.2201157675590366, "loss_cls": 0.2286674422211945, "loss_mask": 0.25050927232950926, "loss_rpn_cls": 0.05032571645278949, "loss_rpn_loc": 0.07361062773270532, "loss_sem_seg": 0.32834063516929746, "lr": 0.02, "mask_rcnn/accuracy": 0.8886691275131473, "mask_rcnn/false_negative": 0.09119761245751379, "mask_rcnn/false_positive": 0.1457814537727888, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 208.0, "rpn/num_pos_anchors": 48.0, "time": 0.559222548501566, "total_loss": 1.172614993309253} {"data_time": 0.01320105949707795, "eta_seconds": 83511.66345805966, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.3240151700513825, "fast_rcnn/fg_cls_accuracy": 0.6197377501725327, "iteration": 122659, "loss_box_reg": 0.22587769711390138, "loss_cls": 0.22821547067724168, "loss_mask": 0.2541849669069052, "loss_rpn_cls": 0.047787474148208275, "loss_rpn_loc": 0.05969453597208485, "loss_sem_seg": 0.36329355323687196, "lr": 0.02, "mask_rcnn/accuracy": 0.8876926477477889, "mask_rcnn/false_negative": 0.10452555093536195, "mask_rcnn/false_positive": 0.1306625291549285, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.5671205260005081, "total_loss": 1.1972937236714642} {"data_time": 0.01139691749267513, "eta_seconds": 83481.66087260025, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3165165165165165, "fast_rcnn/fg_cls_accuracy": 0.6045659373473045, "iteration": 122679, "loss_box_reg": 0.21230730204842985, "loss_cls": 0.1939450865611434, "loss_mask": 0.2634727191179991, "loss_rpn_cls": 0.052018379676155746, "loss_rpn_loc": 0.08264620543923229, "loss_sem_seg": 0.3614117477554828, "lr": 0.02, "mask_rcnn/accuracy": 0.9006691905147903, "mask_rcnn/false_negative": 0.09564449766124852, "mask_rcnn/false_positive": 0.10964446322749863, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5646066810004413, "total_loss": 1.1226748427725397} {"data_time": 0.012441161001333967, "eta_seconds": 83481.23720049013, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.2702803938356164, "fast_rcnn/fg_cls_accuracy": 0.6715473860777188, "iteration": 122699, "loss_box_reg": 0.23009196855127811, "loss_cls": 0.20666041015647352, "loss_mask": 0.2511232872493565, "loss_rpn_cls": 0.044224909361219034, "loss_rpn_loc": 0.0666563585109543, "loss_sem_seg": 0.3298793730791658, "lr": 0.02, "mask_rcnn/accuracy": 0.8889098129685548, "mask_rcnn/false_negative": 0.0995427224313658, "mask_rcnn/false_positive": 0.12176528453582128, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5645008069986943, "total_loss": 1.1655989512655651} {"data_time": 0.012366363502223976, "eta_seconds": 83483.68895079101, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.4031489295202375, "fast_rcnn/fg_cls_accuracy": 0.5451476793248945, "iteration": 122719, "loss_box_reg": 0.24813986371736974, "loss_cls": 0.22772796847857535, "loss_mask": 0.2556543448008597, "loss_rpn_cls": 0.03895933413878083, "loss_rpn_loc": 0.07889505318598822, "loss_sem_seg": 0.3101587318815291, "lr": 0.02, "mask_rcnn/accuracy": 0.8898167044595616, "mask_rcnn/false_negative": 0.087393159171238, "mask_rcnn/false_positive": 0.14003857958168123, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5718369514943333, "total_loss": 1.181220462138299} {"data_time": 0.011916875489987433, "eta_seconds": 83447.34568397464, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.3239130434782609, "fast_rcnn/fg_cls_accuracy": 0.6493801292125022, "iteration": 122739, "loss_box_reg": 0.25281583168543875, "loss_cls": 0.21772275026887655, "loss_mask": 0.2578683979809284, "loss_rpn_cls": 0.04929908463964239, "loss_rpn_loc": 0.08274803089443594, "loss_sem_seg": 0.32947823544964194, "lr": 0.02, "mask_rcnn/accuracy": 0.8835060448056551, "mask_rcnn/false_negative": 0.10991811759158003, "mask_rcnn/false_positive": 0.12291802574343347, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5579135779989883, "total_loss": 1.1663487584155519} {"data_time": 0.012151241004175972, "eta_seconds": 83463.29191500484, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.3769230769230769, "fast_rcnn/fg_cls_accuracy": 0.5820306038047973, "iteration": 122759, "loss_box_reg": 0.2468356811441481, "loss_cls": 0.22563652181997895, "loss_mask": 0.27340433979406953, "loss_rpn_cls": 0.043634183442918584, "loss_rpn_loc": 0.08675636391853914, "loss_sem_seg": 0.30473947012797, "lr": 0.02, "mask_rcnn/accuracy": 0.8917921741173069, "mask_rcnn/false_negative": 0.0943483679237484, "mask_rcnn/false_positive": 0.12361541692736676, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5710576019992004, "total_loss": 1.1770757760677952} {"data_time": 0.012635134000447579, "eta_seconds": 83449.67898795095, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.358719828651454, "fast_rcnn/fg_cls_accuracy": 0.5529720375762237, "iteration": 122779, "loss_box_reg": 0.23453407548367977, "loss_cls": 0.22480269940569997, "loss_mask": 0.26234759110957384, "loss_rpn_cls": 0.04700401733862236, "loss_rpn_loc": 0.08145654248073697, "loss_sem_seg": 0.3165110005065799, "lr": 0.02, "mask_rcnn/accuracy": 0.8939020712665189, "mask_rcnn/false_negative": 0.0957949416377844, "mask_rcnn/false_positive": 0.12788467535048573, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 199.25, "rpn/num_pos_anchors": 56.75, "time": 0.561866371492215, "total_loss": 1.1509638137649745} {"data_time": 0.011853936994157266, "eta_seconds": 83429.93347677843, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.30153414001728607, "fast_rcnn/fg_cls_accuracy": 0.6740489130434782, "iteration": 122799, "loss_box_reg": 0.22531098127365112, "loss_cls": 0.206739604473114, "loss_mask": 0.2578362450003624, "loss_rpn_cls": 0.039270423651032615, "loss_rpn_loc": 0.07055771036539227, "loss_sem_seg": 0.3157397801987827, "lr": 0.02, "mask_rcnn/accuracy": 0.9064005102040816, "mask_rcnn/false_negative": 0.08780622061463873, "mask_rcnn/false_positive": 0.11138772010607706, "roi_head/num_bg_samples": 458.0, "roi_head/num_fg_samples": 54.0, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.554874451001524, "total_loss": 1.1110153721820097} {"data_time": 0.01338588150247233, "eta_seconds": 83404.7363102489, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.327677529401203, "fast_rcnn/fg_cls_accuracy": 0.5927651411345574, "iteration": 122819, "loss_box_reg": 0.22491299221292138, "loss_cls": 0.19317009765654802, "loss_mask": 0.23557734303176403, "loss_rpn_cls": 0.03974002460745396, "loss_rpn_loc": 0.07617734361701878, "loss_sem_seg": 0.3280709208920598, "lr": 0.02, "mask_rcnn/accuracy": 0.8975906804418683, "mask_rcnn/false_negative": 0.09572996807492423, "mask_rcnn/false_positive": 0.12358877057213988, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5670333220041357, "total_loss": 1.0575552149966825} {"data_time": 0.01365744599752361, "eta_seconds": 83329.94141497959, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.3909996885705388, "fast_rcnn/fg_cls_accuracy": 0.5568181818181819, "iteration": 122839, "loss_box_reg": 0.22392207221128047, "loss_cls": 0.19584396434947848, "loss_mask": 0.25191987631842494, "loss_rpn_cls": 0.04568616964388639, "loss_rpn_loc": 0.08510788914281875, "loss_sem_seg": 0.2959851832129061, "lr": 0.02, "mask_rcnn/accuracy": 0.8800898867863154, "mask_rcnn/false_negative": 0.10445701591241958, "mask_rcnn/false_positive": 0.13897197867298577, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.5595386429995415, "total_loss": 1.1253986353985965} {"data_time": 0.013288399495650083, "eta_seconds": 83333.83932487169, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.374045240893067, "fast_rcnn/fg_cls_accuracy": 0.5921755088421755, "iteration": 122859, "loss_box_reg": 0.22060690121725202, "loss_cls": 0.22027166071347892, "loss_mask": 0.2554783131927252, "loss_rpn_cls": 0.0425077315303497, "loss_rpn_loc": 0.058778020553290844, "loss_sem_seg": 0.3488619562704116, "lr": 0.02, "mask_rcnn/accuracy": 0.8863172547664899, "mask_rcnn/false_negative": 0.1314533488303607, "mask_rcnn/false_positive": 0.12705656748232957, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5694675629929407, "total_loss": 1.1762166798580438} {"data_time": 0.012367224997433368, "eta_seconds": 83322.51225229166, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.3611764705882353, "fast_rcnn/fg_cls_accuracy": 0.5943309141838553, "iteration": 122879, "loss_box_reg": 0.23896981216967106, "loss_cls": 0.22979686176404357, "loss_mask": 0.258846125099808, "loss_rpn_cls": 0.04574865612084977, "loss_rpn_loc": 0.07945910937269218, "loss_sem_seg": 0.3737753180321306, "lr": 0.02, "mask_rcnn/accuracy": 0.8967927631578947, "mask_rcnn/false_negative": 0.0884434555268871, "mask_rcnn/false_positive": 0.13471287159893658, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5762688590039033, "total_loss": 1.1872964809299447} {"data_time": 0.011912314505025279, "eta_seconds": 83356.6796195758, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.2822998071653303, "fast_rcnn/fg_cls_accuracy": 0.6818401937046005, "iteration": 122899, "loss_box_reg": 0.2214957238174975, "loss_cls": 0.21239156369119883, "loss_mask": 0.2618044572882354, "loss_rpn_cls": 0.04682815819978714, "loss_rpn_loc": 0.0782011368428357, "loss_sem_seg": 0.3073871824890375, "lr": 0.02, "mask_rcnn/accuracy": 0.8864083728729587, "mask_rcnn/false_negative": 0.09309236023398432, "mask_rcnn/false_positive": 0.12105055253219105, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5765637220029021, "total_loss": 1.1463906739663798} {"data_time": 0.011925198501558043, "eta_seconds": 83345.34636152595, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.4393995552260934, "fast_rcnn/fg_cls_accuracy": 0.53718180643494, "iteration": 122919, "loss_box_reg": 0.24373564682900906, "loss_cls": 0.23170576337724924, "loss_mask": 0.26363891642540693, "loss_rpn_cls": 0.04478767614637036, "loss_rpn_loc": 0.07066713849781081, "loss_sem_seg": 0.3296754630282521, "lr": 0.02, "mask_rcnn/accuracy": 0.8691556174345869, "mask_rcnn/false_negative": 0.10657086436121005, "mask_rcnn/false_positive": 0.1405976205586677, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5812178539999877, "total_loss": 1.2219107274140697} {"data_time": 0.013138311995135155, "eta_seconds": 83230.69753127033, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.37245762711864405, "fast_rcnn/fg_cls_accuracy": 0.5770833333333334, "iteration": 122939, "loss_box_reg": 0.2336522126570344, "loss_cls": 0.22121821134351194, "loss_mask": 0.254869076423347, "loss_rpn_cls": 0.03959561634110287, "loss_rpn_loc": 0.07293079106602818, "loss_sem_seg": 0.32597984932363033, "lr": 0.02, "mask_rcnn/accuracy": 0.9015392204416979, "mask_rcnn/false_negative": 0.09693912503486404, "mask_rcnn/false_positive": 0.11203363728315315, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.556725014008407, "total_loss": 1.177407740149647} {"data_time": 0.012769894507073332, "eta_seconds": 83219.37832393034, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.3223270440251572, "fast_rcnn/fg_cls_accuracy": 0.6358442480833908, "iteration": 122959, "loss_box_reg": 0.22463628044351935, "loss_cls": 0.2117185874376446, "loss_mask": 0.2491501895710826, "loss_rpn_cls": 0.045977237532497384, "loss_rpn_loc": 0.07589422176533844, "loss_sem_seg": 0.30005357414484024, "lr": 0.02, "mask_rcnn/accuracy": 0.8887988305690169, "mask_rcnn/false_negative": 0.09962970520660339, "mask_rcnn/false_positive": 0.14249166542738695, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5679413225007011, "total_loss": 1.1305207597906701} {"data_time": 0.01211458350007888, "eta_seconds": 83147.83512526873, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.29137803067788226, "fast_rcnn/fg_cls_accuracy": 0.6848191214470285, "iteration": 122979, "loss_box_reg": 0.22420734586194158, "loss_cls": 0.20350748393684626, "loss_mask": 0.2461034427396953, "loss_rpn_cls": 0.04294010629018885, "loss_rpn_loc": 0.06726850615814328, "loss_sem_seg": 0.32130500581115484, "lr": 0.02, "mask_rcnn/accuracy": 0.9008691506422524, "mask_rcnn/false_negative": 0.08956503085659445, "mask_rcnn/false_positive": 0.09909850957494118, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5541616324990173, "total_loss": 1.162512885799515} {"data_time": 0.013112715496390592, "eta_seconds": 83168.60406512473, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.310727969348659, "fast_rcnn/fg_cls_accuracy": 0.6572872359762969, "iteration": 122999, "loss_box_reg": 0.22180801536887884, "loss_cls": 0.20751219033263624, "loss_mask": 0.2606661943718791, "loss_rpn_cls": 0.04513686410791706, "loss_rpn_loc": 0.07628335425397381, "loss_sem_seg": 0.36146485432982445, "lr": 0.02, "mask_rcnn/accuracy": 0.8976668543004056, "mask_rcnn/false_negative": 0.0789304120796522, "mask_rcnn/false_positive": 0.11508592464889955, "roi_head/num_bg_samples": 456.5, "roi_head/num_fg_samples": 55.5, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5731558659972507, "total_loss": 1.2205351387383416} {"data_time": 0.013294498996401671, "eta_seconds": 83000.56571162373, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.4135529891304348, "fast_rcnn/fg_cls_accuracy": 0.5548349056603774, "iteration": 123019, "loss_box_reg": 0.22160125710070133, "loss_cls": 0.19568026810884476, "loss_mask": 0.26297471206635237, "loss_rpn_cls": 0.04319595283595845, "loss_rpn_loc": 0.06628118664957583, "loss_sem_seg": 0.30578554421663284, "lr": 0.02, "mask_rcnn/accuracy": 0.8811105523290397, "mask_rcnn/false_negative": 0.0947151315678708, "mask_rcnn/false_positive": 0.1408544315460426, "roi_head/num_bg_samples": 460.0, "roi_head/num_fg_samples": 52.0, "rpn/num_neg_anchors": 234.75, "rpn/num_pos_anchors": 21.25, "time": 0.5534091254958184, "total_loss": 1.1106740375398658} {"data_time": 0.012790537999535445, "eta_seconds": 83001.73042284031, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.3732456140350877, "fast_rcnn/fg_cls_accuracy": 0.5529100529100529, "iteration": 123039, "loss_box_reg": 0.23452630545943975, "loss_cls": 0.22594957798719406, "loss_mask": 0.2609725841321051, "loss_rpn_cls": 0.043914029316511005, "loss_rpn_loc": 0.07319117628503591, "loss_sem_seg": 0.3251268402673304, "lr": 0.02, "mask_rcnn/accuracy": 0.8852092486300076, "mask_rcnn/false_negative": 0.08467188117001029, "mask_rcnn/false_positive": 0.1546497906672542, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5702434309932869, "total_loss": 1.1759095506859012} {"data_time": 0.012807991995941848, "eta_seconds": 82998.61451174947, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.370414673046252, "fast_rcnn/fg_cls_accuracy": 0.5561332987551868, "iteration": 123059, "loss_box_reg": 0.24506554449908435, "loss_cls": 0.2239039593259804, "loss_mask": 0.26968392077833414, "loss_rpn_cls": 0.05444808521133382, "loss_rpn_loc": 0.08651551755610853, "loss_sem_seg": 0.34287432581186295, "lr": 0.02, "mask_rcnn/accuracy": 0.8808716925754403, "mask_rcnn/false_negative": 0.11069642929321566, "mask_rcnn/false_positive": 0.12578615591822148, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5599691579991486, "total_loss": 1.2454142468050122} {"data_time": 0.013377894996665418, "eta_seconds": 82911.27905370736, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.3758971291866029, "fast_rcnn/fg_cls_accuracy": 0.5610572139303482, "iteration": 123079, "loss_box_reg": 0.21181607898324728, "loss_cls": 0.19583420525304973, "loss_mask": 0.25829765666276217, "loss_rpn_cls": 0.04808581995894201, "loss_rpn_loc": 0.06818777177250013, "loss_sem_seg": 0.3117352407425642, "lr": 0.02, "mask_rcnn/accuracy": 0.8773477779269603, "mask_rcnn/false_negative": 0.09475327892865143, "mask_rcnn/false_positive": 0.15549316641980887, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5481165289966157, "total_loss": 1.0783968173782341} {"data_time": 0.013198130996897817, "eta_seconds": 82887.87342935761, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3035364470563976, "fast_rcnn/fg_cls_accuracy": 0.6534958666106208, "iteration": 123099, "loss_box_reg": 0.22841166472062469, "loss_cls": 0.20778423338197172, "loss_mask": 0.25367654394358397, "loss_rpn_cls": 0.04651145066600293, "loss_rpn_loc": 0.07490271821734495, "loss_sem_seg": 0.3279866762459278, "lr": 0.02, "mask_rcnn/accuracy": 0.8866507667236796, "mask_rcnn/false_negative": 0.08771945407838733, "mask_rcnn/false_positive": 0.12122138757931959, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5657079395023175, "total_loss": 1.118935863894876} {"data_time": 0.012856002002081368, "eta_seconds": 82871.61378230636, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.29640522875816994, "fast_rcnn/fg_cls_accuracy": 0.6722222222222223, "iteration": 123119, "loss_box_reg": 0.2188501461641863, "loss_cls": 0.20753954350948334, "loss_mask": 0.24800959415733814, "loss_rpn_cls": 0.04651533943251707, "loss_rpn_loc": 0.0723358818795532, "loss_sem_seg": 0.30221061408519745, "lr": 0.02, "mask_rcnn/accuracy": 0.8980759156341107, "mask_rcnn/false_negative": 0.08536567937120383, "mask_rcnn/false_positive": 0.1196405607686164, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 234.25, "rpn/num_pos_anchors": 21.75, "time": 0.5575575304974336, "total_loss": 1.0954282713646535} {"data_time": 0.013097718001517933, "eta_seconds": 82893.82345204294, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.3248960626069944, "fast_rcnn/fg_cls_accuracy": 0.6309958453984641, "iteration": 123139, "loss_box_reg": 0.2268628953024745, "loss_cls": 0.2041442422196269, "loss_mask": 0.26071526389569044, "loss_rpn_cls": 0.04038649256108329, "loss_rpn_loc": 0.07515556755242869, "loss_sem_seg": 0.2681097195018083, "lr": 0.02, "mask_rcnn/accuracy": 0.8996724632741028, "mask_rcnn/false_negative": 0.08828695775896278, "mask_rcnn/false_positive": 0.10069372664606693, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5647487429960165, "total_loss": 1.0971159042674117} {"data_time": 0.012407776499458123, "eta_seconds": 82836.73308884591, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.35795638387368145, "fast_rcnn/fg_cls_accuracy": 0.6240143107476636, "iteration": 123159, "loss_box_reg": 0.24282097723335028, "loss_cls": 0.21150900842621922, "loss_mask": 0.2580635314807296, "loss_rpn_cls": 0.04348532675066963, "loss_rpn_loc": 0.06863156412146054, "loss_sem_seg": 0.33009530743584037, "lr": 0.02, "mask_rcnn/accuracy": 0.8835841049382716, "mask_rcnn/false_negative": 0.10522870784795746, "mask_rcnn/false_positive": 0.12416335974578915, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.580028668504383, "total_loss": 1.1511906762607396} {"data_time": 0.012011257502308581, "eta_seconds": 82887.96931306047, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.40556795634920634, "fast_rcnn/fg_cls_accuracy": 0.5527851458885942, "iteration": 123179, "loss_box_reg": 0.23052022932097316, "loss_cls": 0.2153507685288787, "loss_mask": 0.2506913561373949, "loss_rpn_cls": 0.04150941799161956, "loss_rpn_loc": 0.06907995004439726, "loss_sem_seg": 0.3271796191111207, "lr": 0.02, "mask_rcnn/accuracy": 0.8920617529743579, "mask_rcnn/false_negative": 0.0841519733842234, "mask_rcnn/false_positive": 0.1282824700570111, "roi_head/num_bg_samples": 456.25, "roi_head/num_fg_samples": 55.75, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5787158474995522, "total_loss": 1.1249159211292863} {"data_time": 0.011455204999947455, "eta_seconds": 82913.8136570993, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.4008791208791209, "fast_rcnn/fg_cls_accuracy": 0.5151046405823476, "iteration": 123199, "loss_box_reg": 0.2300479277037084, "loss_cls": 0.21662976406514645, "loss_mask": 0.2570955487899482, "loss_rpn_cls": 0.03742251233779825, "loss_rpn_loc": 0.06565196785959415, "loss_sem_seg": 0.2962321927770972, "lr": 0.02, "mask_rcnn/accuracy": 0.8860375881121679, "mask_rcnn/false_negative": 0.10834848322642307, "mask_rcnn/false_positive": 0.11934708390913536, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5705835059998208, "total_loss": 1.1351037070562597} {"data_time": 0.013051898502453696, "eta_seconds": 82887.62517412347, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.26003391746749577, "fast_rcnn/fg_cls_accuracy": 0.6996387885523756, "iteration": 123219, "loss_box_reg": 0.21627467218786478, "loss_cls": 0.19764079130254686, "loss_mask": 0.2639080611988902, "loss_rpn_cls": 0.042705686180852354, "loss_rpn_loc": 0.08573866978986189, "loss_sem_seg": 0.3322231387719512, "lr": 0.02, "mask_rcnn/accuracy": 0.8949839515724323, "mask_rcnn/false_negative": 0.08498010699193528, "mask_rcnn/false_positive": 0.12304080871384616, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.5660152359996573, "total_loss": 1.172452603073907} {"data_time": 0.013080040502245538, "eta_seconds": 82891.2214911993, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.3117702895111533, "fast_rcnn/fg_cls_accuracy": 0.6366892000643811, "iteration": 123239, "loss_box_reg": 0.24136717431247234, "loss_cls": 0.2159209456294775, "loss_mask": 0.2533625061623752, "loss_rpn_cls": 0.04367499932413921, "loss_rpn_loc": 0.07627144138677977, "loss_sem_seg": 0.33305294578894973, "lr": 0.02, "mask_rcnn/accuracy": 0.9098303903974316, "mask_rcnn/false_negative": 0.08412560317175605, "mask_rcnn/false_positive": 0.09082499172652192, "roi_head/num_bg_samples": 458.75, "roi_head/num_fg_samples": 53.25, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5660604704971774, "total_loss": 1.1852375892922282} {"data_time": 0.013215046994446311, "eta_seconds": 82935.14580801898, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.37858220211161386, "fast_rcnn/fg_cls_accuracy": 0.5555555555555556, "iteration": 123259, "loss_box_reg": 0.23981362860649824, "loss_cls": 0.2179240440018475, "loss_mask": 0.265394888818264, "loss_rpn_cls": 0.042817705048946664, "loss_rpn_loc": 0.07392988828360103, "loss_sem_seg": 0.335282183252275, "lr": 0.02, "mask_rcnn/accuracy": 0.892319036989796, "mask_rcnn/false_negative": 0.09195586993083213, "mask_rcnn/false_positive": 0.1372608111951481, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5676396169947111, "total_loss": 1.1878306624130346} {"data_time": 0.012687619004282169, "eta_seconds": 82868.62932529932, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.37040221509763915, "fast_rcnn/fg_cls_accuracy": 0.5754330343334364, "iteration": 123279, "loss_box_reg": 0.24803398363292217, "loss_cls": 0.22698498517274857, "loss_mask": 0.26025942247360945, "loss_rpn_cls": 0.04608292132616043, "loss_rpn_loc": 0.08149856422096491, "loss_sem_seg": 0.38764019636437297, "lr": 0.02, "mask_rcnn/accuracy": 0.8880660586898012, "mask_rcnn/false_negative": 0.08988388542271071, "mask_rcnn/false_positive": 0.1168218168109182, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 235.0, "rpn/num_pos_anchors": 21.0, "time": 0.5606139334995532, "total_loss": 1.2312851838651113} {"data_time": 0.012211948000185657, "eta_seconds": 82865.79957693652, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.3992792792792793, "fast_rcnn/fg_cls_accuracy": 0.564120151371807, "iteration": 123299, "loss_box_reg": 0.23768064309842885, "loss_cls": 0.22611868986859918, "loss_mask": 0.25424009282141924, "loss_rpn_cls": 0.048989195172907785, "loss_rpn_loc": 0.07516418892191723, "loss_sem_seg": 0.34335932508111, "lr": 0.02, "mask_rcnn/accuracy": 0.8751195282196162, "mask_rcnn/false_negative": 0.09969275900612792, "mask_rcnn/false_positive": 0.1341464877757419, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5652345464986865, "total_loss": 1.1928747518832097} {"data_time": 0.013289303009514697, "eta_seconds": 82854.50233975655, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.3931700339710352, "fast_rcnn/fg_cls_accuracy": 0.5626425217974513, "iteration": 123319, "loss_box_reg": 0.24186681024730206, "loss_cls": 0.22614744771271944, "loss_mask": 0.2527638943865895, "loss_rpn_cls": 0.054616927707684226, "loss_rpn_loc": 0.08905950601911172, "loss_sem_seg": 0.3412553407251835, "lr": 0.02, "mask_rcnn/accuracy": 0.8950147641474172, "mask_rcnn/false_negative": 0.09486185334912406, "mask_rcnn/false_positive": 0.10296924967835043, "roi_head/num_bg_samples": 457.5, "roi_head/num_fg_samples": 54.5, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5596875330011244, "total_loss": 1.2290532756014727} {"data_time": 0.013484351999068167, "eta_seconds": 82834.74107644934, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.29029818496110626, "fast_rcnn/fg_cls_accuracy": 0.6331932773109243, "iteration": 123339, "loss_box_reg": 0.21635558875277638, "loss_cls": 0.186769308289513, "loss_mask": 0.24975078832358122, "loss_rpn_cls": 0.04439467057818547, "loss_rpn_loc": 0.06426638475386426, "loss_sem_seg": 0.2844349956139922, "lr": 0.02, "mask_rcnn/accuracy": 0.8975149248976075, "mask_rcnn/false_negative": 0.08488134388743207, "mask_rcnn/false_positive": 0.1205164197253111, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 0.5577233099975274, "total_loss": 1.0870767452724976} {"data_time": 0.012915600498672575, "eta_seconds": 82814.78804272396, "fast_rcnn/cls_accuracy": 0.896484375, "fast_rcnn/false_negative": 0.40939994088087495, "fast_rcnn/fg_cls_accuracy": 0.538970017874608, "iteration": 123359, "loss_box_reg": 0.25127896666526794, "loss_cls": 0.23955155699513853, "loss_mask": 0.26580228842794895, "loss_rpn_cls": 0.04734191857278347, "loss_rpn_loc": 0.09568360261619091, "loss_sem_seg": 0.3293825853615999, "lr": 0.02, "mask_rcnn/accuracy": 0.8839285714285714, "mask_rcnn/false_negative": 0.09742051329070577, "mask_rcnn/false_positive": 0.13866164369749243, "roi_head/num_bg_samples": 430.25, "roi_head/num_fg_samples": 81.75, "rpn/num_neg_anchors": 192.75, "rpn/num_pos_anchors": 63.25, "time": 0.5589973889946123, "total_loss": 1.2410460549435811} {"data_time": 0.01267430699954275, "eta_seconds": 82745.04502452342, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.35751414156856753, "fast_rcnn/fg_cls_accuracy": 0.5760303478428599, "iteration": 123379, "loss_box_reg": 0.22888442780822515, "loss_cls": 0.20446346292737871, "loss_mask": 0.2533757947385311, "loss_rpn_cls": 0.03810263186460361, "loss_rpn_loc": 0.07372928783297539, "loss_sem_seg": 0.3205979326739907, "lr": 0.02, "mask_rcnn/accuracy": 0.8870498176515752, "mask_rcnn/false_negative": 0.09326121387087888, "mask_rcnn/false_positive": 0.12810150726061748, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5532238599989796, "total_loss": 1.133452811918687} {"data_time": 0.011991161496553104, "eta_seconds": 82729.65700528305, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.375, "fast_rcnn/fg_cls_accuracy": 0.5814893892339544, "iteration": 123399, "loss_box_reg": 0.24262406048364937, "loss_cls": 0.21612958586774766, "loss_mask": 0.2694317316636443, "loss_rpn_cls": 0.047414196786121465, "loss_rpn_loc": 0.09079233405645937, "loss_sem_seg": 0.33718940801918507, "lr": 0.02, "mask_rcnn/accuracy": 0.8814608940166976, "mask_rcnn/false_negative": 0.1029767250762339, "mask_rcnn/false_positive": 0.12242736228125778, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.5665497354930267, "total_loss": 1.1822171853855252} {"data_time": 0.013439150498015806, "eta_seconds": 82735.78101350192, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.43823529411764706, "fast_rcnn/fg_cls_accuracy": 0.5205453149001535, "iteration": 123419, "loss_box_reg": 0.23500583646818995, "loss_cls": 0.20517358044162393, "loss_mask": 0.2689141808077693, "loss_rpn_cls": 0.04170108769903891, "loss_rpn_loc": 0.0918443007976748, "loss_sem_seg": 0.28221786953508854, "lr": 0.02, "mask_rcnn/accuracy": 0.8812299016272555, "mask_rcnn/false_negative": 0.09654904319793714, "mask_rcnn/false_positive": 0.12406217945202082, "roi_head/num_bg_samples": 456.5, "roi_head/num_fg_samples": 55.5, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5687458609972964, "total_loss": 1.1699941745318938} {"data_time": 0.013203656999394298, "eta_seconds": 82724.49226789185, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.38192354003612283, "fast_rcnn/fg_cls_accuracy": 0.5687344784768211, "iteration": 123439, "loss_box_reg": 0.25671922066248953, "loss_cls": 0.21517665567807853, "loss_mask": 0.25730887427926064, "loss_rpn_cls": 0.04203351969772484, "loss_rpn_loc": 0.07974581874441355, "loss_sem_seg": 0.2958333494607359, "lr": 0.02, "mask_rcnn/accuracy": 0.8904245655251908, "mask_rcnn/false_negative": 0.09641939013513616, "mask_rcnn/false_positive": 0.11824321520075881, "roi_head/num_bg_samples": 460.25, "roi_head/num_fg_samples": 51.75, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5738557875010883, "total_loss": 1.156080460496014} {"data_time": 0.013325186999281868, "eta_seconds": 82758.31353147354, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.32626157626157626, "fast_rcnn/fg_cls_accuracy": 0.6035489372868014, "iteration": 123459, "loss_box_reg": 0.23720491956919432, "loss_cls": 0.23338710027746856, "loss_mask": 0.2553599067032337, "loss_rpn_cls": 0.04201679734978825, "loss_rpn_loc": 0.09599098848411813, "loss_sem_seg": 0.3513502604328096, "lr": 0.02, "mask_rcnn/accuracy": 0.8907095221096162, "mask_rcnn/false_negative": 0.09212919210183912, "mask_rcnn/false_positive": 0.1321946021844383, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5790925289911684, "total_loss": 1.232772362534888} {"data_time": 0.012916159495944157, "eta_seconds": 82764.1244423168, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.32081038552321006, "fast_rcnn/fg_cls_accuracy": 0.6429482636428066, "iteration": 123479, "loss_box_reg": 0.2464269371703267, "loss_cls": 0.22214332688599825, "loss_mask": 0.2555323182605207, "loss_rpn_cls": 0.040732426452450454, "loss_rpn_loc": 0.07022694443003275, "loss_sem_seg": 0.31292957440018654, "lr": 0.02, "mask_rcnn/accuracy": 0.9038626212320346, "mask_rcnn/false_negative": 0.07634173134356033, "mask_rcnn/false_positive": 0.11908614611904475, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5652899255001103, "total_loss": 1.1836780453741085} {"data_time": 0.011749029494239949, "eta_seconds": 82735.72372697337, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.3785906240668856, "fast_rcnn/fg_cls_accuracy": 0.5602272727272727, "iteration": 123499, "loss_box_reg": 0.22788225067779422, "loss_cls": 0.2194762835279107, "loss_mask": 0.2617736691609025, "loss_rpn_cls": 0.04422063153469935, "loss_rpn_loc": 0.0659526273375377, "loss_sem_seg": 0.3422195380553603, "lr": 0.02, "mask_rcnn/accuracy": 0.879201248191731, "mask_rcnn/false_negative": 0.1080361564545598, "mask_rcnn/false_positive": 0.12621305766664806, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.566557523998199, "total_loss": 1.1595056139631197} {"data_time": 0.012638716500077862, "eta_seconds": 82741.52996795686, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.4115453728661276, "fast_rcnn/fg_cls_accuracy": 0.5736353077816492, "iteration": 123519, "loss_box_reg": 0.22249595425091684, "loss_cls": 0.1996312579140067, "loss_mask": 0.25141686853021383, "loss_rpn_cls": 0.04696996952407062, "loss_rpn_loc": 0.08001845155376941, "loss_sem_seg": 0.3384443949908018, "lr": 0.02, "mask_rcnn/accuracy": 0.8760660404652463, "mask_rcnn/false_negative": 0.10829893545159888, "mask_rcnn/false_positive": 0.12050007989059897, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5709006434990442, "total_loss": 1.1246675839356612} {"data_time": 0.011896874995727558, "eta_seconds": 82776.89527935797, "fast_rcnn/cls_accuracy": 0.95947265625, "fast_rcnn/false_negative": 0.301063829787234, "fast_rcnn/fg_cls_accuracy": 0.6614422406060001, "iteration": 123539, "loss_box_reg": 0.202148228418082, "loss_cls": 0.19331397069618106, "loss_mask": 0.25497786374762654, "loss_rpn_cls": 0.0375559275271371, "loss_rpn_loc": 0.06868151039816439, "loss_sem_seg": 0.3185506188310683, "lr": 0.02, "mask_rcnn/accuracy": 0.9005963732580411, "mask_rcnn/false_negative": 0.07876678600727471, "mask_rcnn/false_positive": 0.1186052354079624, "roi_head/num_bg_samples": 473.5, "roi_head/num_fg_samples": 38.5, "rpn/num_neg_anchors": 237.5, "rpn/num_pos_anchors": 18.5, "time": 0.5723021000085282, "total_loss": 1.12096502888744} {"data_time": 0.014486084503005259, "eta_seconds": 82746.47138146767, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.36053652230122823, "fast_rcnn/fg_cls_accuracy": 0.5995495495495495, "iteration": 123559, "loss_box_reg": 0.24565940024331212, "loss_cls": 0.21421795897185802, "loss_mask": 0.2597596300765872, "loss_rpn_cls": 0.0524698504304979, "loss_rpn_loc": 0.09372438146965578, "loss_sem_seg": 0.34780805045738816, "lr": 0.02, "mask_rcnn/accuracy": 0.894924636086031, "mask_rcnn/false_negative": 0.08939656332898335, "mask_rcnn/false_positive": 0.12075403609238264, "roi_head/num_bg_samples": 431.25, "roi_head/num_fg_samples": 80.75, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5721836129960138, "total_loss": 1.2183472011965932} {"data_time": 0.01258071049960563, "eta_seconds": 82690.54411797304, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.35764235764235763, "fast_rcnn/fg_cls_accuracy": 0.6211887727022565, "iteration": 123579, "loss_box_reg": 0.24909571884199977, "loss_cls": 0.23666577460244298, "loss_mask": 0.26140019949525595, "loss_rpn_cls": 0.04414186760550365, "loss_rpn_loc": 0.07645201470586471, "loss_sem_seg": 0.3160031824372709, "lr": 0.02, "mask_rcnn/accuracy": 0.8812397211631905, "mask_rcnn/false_negative": 0.09926492584505686, "mask_rcnn/false_positive": 0.14427993714158194, "roi_head/num_bg_samples": 459.25, "roi_head/num_fg_samples": 52.75, "rpn/num_neg_anchors": 236.0, "rpn/num_pos_anchors": 20.0, "time": 0.5505776310019428, "total_loss": 1.19825165043585} {"data_time": 0.01201792399660917, "eta_seconds": 82651.25404973383, "fast_rcnn/cls_accuracy": 0.89794921875, "fast_rcnn/false_negative": 0.40052587733000106, "fast_rcnn/fg_cls_accuracy": 0.5358221389149225, "iteration": 123599, "loss_box_reg": 0.24633290409110487, "loss_cls": 0.22645836370065808, "loss_mask": 0.25774058420211077, "loss_rpn_cls": 0.053374553099274635, "loss_rpn_loc": 0.08284142761840485, "loss_sem_seg": 0.32242074608802795, "lr": 0.02, "mask_rcnn/accuracy": 0.8748947376122126, "mask_rcnn/false_negative": 0.10053034289594787, "mask_rcnn/false_positive": 0.13354636485439633, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 202.25, "rpn/num_pos_anchors": 53.75, "time": 0.5563939924977603, "total_loss": 1.1996151874773204} {"data_time": 0.012577454996062443, "eta_seconds": 82676.59591514943, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.38718603661132395, "fast_rcnn/fg_cls_accuracy": 0.5704429920116194, "iteration": 123619, "loss_box_reg": 0.23374943947419524, "loss_cls": 0.22828706819564104, "loss_mask": 0.2576143750920892, "loss_rpn_cls": 0.0414915653236676, "loss_rpn_loc": 0.0715242939768359, "loss_sem_seg": 0.33130726031959057, "lr": 0.02, "mask_rcnn/accuracy": 0.8963609494579081, "mask_rcnn/false_negative": 0.09974839703594407, "mask_rcnn/false_positive": 0.12685902441752733, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5698945424956037, "total_loss": 1.1636739014211344} {"data_time": 0.012546499499876518, "eta_seconds": 82673.74654487704, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3423364122928177, "fast_rcnn/fg_cls_accuracy": 0.6282446367192129, "iteration": 123639, "loss_box_reg": 0.20936599746346474, "loss_cls": 0.20132116635795683, "loss_mask": 0.2502808254212141, "loss_rpn_cls": 0.038307759939925745, "loss_rpn_loc": 0.06788753133150749, "loss_sem_seg": 0.29518690169788897, "lr": 0.02, "mask_rcnn/accuracy": 0.9166050502232143, "mask_rcnn/false_negative": 0.06967745804414241, "mask_rcnn/false_positive": 0.09620482005148034, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5614154959985171, "total_loss": 1.1082116813049652} {"data_time": 0.012679213505180087, "eta_seconds": 82662.44930769707, "fast_rcnn/cls_accuracy": 0.958984375, "fast_rcnn/false_negative": 0.2605908584169454, "fast_rcnn/fg_cls_accuracy": 0.6869195046439629, "iteration": 123659, "loss_box_reg": 0.21089054108597338, "loss_cls": 0.19905309891328216, "loss_mask": 0.26386800594627857, "loss_rpn_cls": 0.03971104537777137, "loss_rpn_loc": 0.0629847201926168, "loss_sem_seg": 0.312417296692729, "lr": 0.02, "mask_rcnn/accuracy": 0.889960757380414, "mask_rcnn/false_negative": 0.08768511276729572, "mask_rcnn/false_positive": 0.13750661872584785, "roi_head/num_bg_samples": 469.75, "roi_head/num_fg_samples": 42.25, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5651703609983088, "total_loss": 1.0973082573909778} {"data_time": 0.01257783349865349, "eta_seconds": 82697.77001502746, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.3738207547169811, "fast_rcnn/fg_cls_accuracy": 0.5799195457901571, "iteration": 123679, "loss_box_reg": 0.237216682638973, "loss_cls": 0.22906719031743705, "loss_mask": 0.26666586473584175, "loss_rpn_cls": 0.04497240885393694, "loss_rpn_loc": 0.07376010459847748, "loss_sem_seg": 0.30912504345178604, "lr": 0.02, "mask_rcnn/accuracy": 0.8813716730932004, "mask_rcnn/false_negative": 0.09501136667115355, "mask_rcnn/false_positive": 0.14158199055560966, "roi_head/num_bg_samples": 431.25, "roi_head/num_fg_samples": 80.75, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5744854965014383, "total_loss": 1.1810179559979588} {"data_time": 0.01191087850020267, "eta_seconds": 82667.36439644704, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.35260783450704225, "fast_rcnn/fg_cls_accuracy": 0.565405868902439, "iteration": 123699, "loss_box_reg": 0.23694479814730585, "loss_cls": 0.22502771858125925, "loss_mask": 0.2641298156231642, "loss_rpn_cls": 0.04928518773522228, "loss_rpn_loc": 0.08346273982897401, "loss_sem_seg": 0.3231295086443424, "lr": 0.02, "mask_rcnn/accuracy": 0.8791045062871681, "mask_rcnn/false_negative": 0.10220665343457142, "mask_rcnn/false_positive": 0.12973559388355121, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5548052369995276, "total_loss": 1.1972907505987678} {"data_time": 0.012085505499271676, "eta_seconds": 82652.84814241696, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.358421052631579, "fast_rcnn/fg_cls_accuracy": 0.5565371921807565, "iteration": 123719, "loss_box_reg": 0.2330322191119194, "loss_cls": 0.22393431514501572, "loss_mask": 0.2539815530180931, "loss_rpn_cls": 0.0550176597898826, "loss_rpn_loc": 0.07691493886522949, "loss_sem_seg": 0.36749834031797945, "lr": 0.02, "mask_rcnn/accuracy": 0.8909928297896471, "mask_rcnn/false_negative": 0.08573463236905077, "mask_rcnn/false_positive": 0.10827648100922865, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5668459640000947, "total_loss": 1.2325814912910573} {"data_time": 0.012600241505424492, "eta_seconds": 82627.77557481767, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.29957264957264956, "fast_rcnn/fg_cls_accuracy": 0.6680916552667578, "iteration": 123739, "loss_box_reg": 0.21660790499299765, "loss_cls": 0.20917712908703834, "loss_mask": 0.25808360730297863, "loss_rpn_cls": 0.04495086177485064, "loss_rpn_loc": 0.06975894491188228, "loss_sem_seg": 0.3327232236042619, "lr": 0.02, "mask_rcnn/accuracy": 0.8982741540642991, "mask_rcnn/false_negative": 0.10996043085813527, "mask_rcnn/false_positive": 0.10686450403898293, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 239.75, "rpn/num_pos_anchors": 16.25, "time": 0.557348127993464, "total_loss": 1.1355759262805805} {"data_time": 0.012061554501997307, "eta_seconds": 82577.06619302841, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.35916539014993265, "fast_rcnn/fg_cls_accuracy": 0.584639126305793, "iteration": 123759, "loss_box_reg": 0.2415179677773267, "loss_cls": 0.24053611722774804, "loss_mask": 0.26488538831472397, "loss_rpn_cls": 0.04474120197119191, "loss_rpn_loc": 0.08137404639273882, "loss_sem_seg": 0.30174885503947735, "lr": 0.02, "mask_rcnn/accuracy": 0.8838955105453552, "mask_rcnn/false_negative": 0.10445946866356606, "mask_rcnn/false_positive": 0.12767337349349817, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5714363695005886, "total_loss": 1.1935780516942032} {"data_time": 0.011676055000862107, "eta_seconds": 82618.9464676366, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.3558011573854473, "fast_rcnn/fg_cls_accuracy": 0.5577710920496735, "iteration": 123779, "loss_box_reg": 0.21493876539170742, "loss_cls": 0.19774900656193495, "loss_mask": 0.24866068316623569, "loss_rpn_cls": 0.03994305827654898, "loss_rpn_loc": 0.06934822170296684, "loss_sem_seg": 0.2945473166182637, "lr": 0.02, "mask_rcnn/accuracy": 0.88456117459739, "mask_rcnn/false_negative": 0.09895052229757761, "mask_rcnn/false_positive": 0.14326545409706193, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5729437455011066, "total_loss": 1.06749438920815} {"data_time": 0.012692149997747038, "eta_seconds": 82610.85940714659, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.3192743635017372, "fast_rcnn/fg_cls_accuracy": 0.5928849744297426, "iteration": 123799, "loss_box_reg": 0.2272813944146037, "loss_cls": 0.2132870489731431, "loss_mask": 0.2610834976658225, "loss_rpn_cls": 0.03749537574185524, "loss_rpn_loc": 0.06860355482785963, "loss_sem_seg": 0.34366537304595113, "lr": 0.02, "mask_rcnn/accuracy": 0.8823050212768846, "mask_rcnn/false_negative": 0.09104778153874978, "mask_rcnn/false_positive": 0.11994425361291439, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5605690809970838, "total_loss": 1.1552845329570118} {"data_time": 0.0138728380043176, "eta_seconds": 82580.9784382912, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.33833775713337755, "fast_rcnn/fg_cls_accuracy": 0.6351752822341057, "iteration": 123819, "loss_box_reg": 0.23328578635118902, "loss_cls": 0.2168958659749478, "loss_mask": 0.2583218072541058, "loss_rpn_cls": 0.04643495741765946, "loss_rpn_loc": 0.07548334036255255, "loss_sem_seg": 0.32683145720511675, "lr": 0.02, "mask_rcnn/accuracy": 0.8942169419794205, "mask_rcnn/false_negative": 0.07572238828176953, "mask_rcnn/false_positive": 0.1190393892119879, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5632628005041624, "total_loss": 1.1540932033531135} {"data_time": 0.013353700494917575, "eta_seconds": 82607.34114150688, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3088669143356643, "fast_rcnn/fg_cls_accuracy": 0.6646117040853883, "iteration": 123839, "loss_box_reg": 0.2222898555919528, "loss_cls": 0.19633775029797107, "loss_mask": 0.25331511721014977, "loss_rpn_cls": 0.041000755823915824, "loss_rpn_loc": 0.0683664862299338, "loss_sem_seg": 0.2974747000262141, "lr": 0.02, "mask_rcnn/accuracy": 0.8893016485178463, "mask_rcnn/false_negative": 0.09728427745443494, "mask_rcnn/false_positive": 0.13338304231101022, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.562874096998712, "total_loss": 1.0906660916298279} {"data_time": 0.013578320998931304, "eta_seconds": 82576.95641356632, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.31705431351072744, "fast_rcnn/fg_cls_accuracy": 0.6468335035750766, "iteration": 123859, "loss_box_reg": 0.23120067408308387, "loss_cls": 0.22729618882294744, "loss_mask": 0.26205437164753675, "loss_rpn_cls": 0.03709084686852293, "loss_rpn_loc": 0.07866661352454685, "loss_sem_seg": 0.3010247405618429, "lr": 0.02, "mask_rcnn/accuracy": 0.8900785144039876, "mask_rcnn/false_negative": 0.10384398196280192, "mask_rcnn/false_positive": 0.13953931671007408, "roi_head/num_bg_samples": 432.5, "roi_head/num_fg_samples": 79.5, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.5633083915017778, "total_loss": 1.179154199664481} {"data_time": 0.012919177497678902, "eta_seconds": 82562.44367633601, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.35044676662123275, "fast_rcnn/fg_cls_accuracy": 0.6237124237965104, "iteration": 123879, "loss_box_reg": 0.23548847902566195, "loss_cls": 0.2089279538486153, "loss_mask": 0.25282547250390053, "loss_rpn_cls": 0.0445384401245974, "loss_rpn_loc": 0.07715187221765518, "loss_sem_seg": 0.33605574490502477, "lr": 0.02, "mask_rcnn/accuracy": 0.8849399971256109, "mask_rcnn/false_negative": 0.09959539858791114, "mask_rcnn/false_positive": 0.142859722938909, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5691576899989741, "total_loss": 1.1457307960954495} {"data_time": 0.014150768001854885, "eta_seconds": 82565.92079504396, "fast_rcnn/cls_accuracy": 0.95556640625, "fast_rcnn/false_negative": 0.3374015365165808, "fast_rcnn/fg_cls_accuracy": 0.6465934065934066, "iteration": 123899, "loss_box_reg": 0.21942998678423464, "loss_cls": 0.22082116571255028, "loss_mask": 0.2543438011780381, "loss_rpn_cls": 0.039190316456370056, "loss_rpn_loc": 0.06978535559028387, "loss_sem_seg": 0.3621618524193764, "lr": 0.02, "mask_rcnn/accuracy": 0.8930423817254174, "mask_rcnn/false_negative": 0.10538744879679063, "mask_rcnn/false_positive": 0.122469033665466, "roi_head/num_bg_samples": 457.5, "roi_head/num_fg_samples": 54.5, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5736898320028558, "total_loss": 1.1627215184853412} {"data_time": 0.0123648044973379, "eta_seconds": 82535.28702357996, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3789108248285093, "fast_rcnn/fg_cls_accuracy": 0.5367722165474974, "iteration": 123919, "loss_box_reg": 0.24073590303305537, "loss_cls": 0.2168634571135044, "loss_mask": 0.2572976117953658, "loss_rpn_cls": 0.04681095315027051, "loss_rpn_loc": 0.08248235011706129, "loss_sem_seg": 0.35972795775160193, "lr": 0.02, "mask_rcnn/accuracy": 0.9071824829660818, "mask_rcnn/false_negative": 0.08752921892035236, "mask_rcnn/false_positive": 0.10358720537260283, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5654847254991182, "total_loss": 1.2238476642232854} {"data_time": 0.012668447496253066, "eta_seconds": 82523.98708901988, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.28082873774509803, "fast_rcnn/fg_cls_accuracy": 0.6681152855241924, "iteration": 123939, "loss_box_reg": 0.23896556068211794, "loss_cls": 0.22105227201245725, "loss_mask": 0.26411949936300516, "loss_rpn_cls": 0.04879305342910811, "loss_rpn_loc": 0.08017140108859167, "loss_sem_seg": 0.3647336456924677, "lr": 0.02, "mask_rcnn/accuracy": 0.8882323201869387, "mask_rcnn/false_negative": 0.0859985349841964, "mask_rcnn/false_positive": 0.1336564601997836, "roi_head/num_bg_samples": 455.5, "roi_head/num_fg_samples": 56.5, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5561812125015422, "total_loss": 1.1810626171645708} {"data_time": 0.011936501497984864, "eta_seconds": 82510.95189492074, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.2954081632653061, "fast_rcnn/fg_cls_accuracy": 0.6299233252623083, "iteration": 123959, "loss_box_reg": 0.21039564535021782, "loss_cls": 0.21038405364379287, "loss_mask": 0.2637162460014224, "loss_rpn_cls": 0.04276527080219239, "loss_rpn_loc": 0.06874935442465357, "loss_sem_seg": 0.3137568081729114, "lr": 0.02, "mask_rcnn/accuracy": 0.8880900429146084, "mask_rcnn/false_negative": 0.09347314559911257, "mask_rcnn/false_positive": 0.10987285167103357, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5714031684983638, "total_loss": 1.104085672472138} {"data_time": 0.012104808498406783, "eta_seconds": 82501.38721989971, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.375, "fast_rcnn/fg_cls_accuracy": 0.5473084886128364, "iteration": 123979, "loss_box_reg": 0.2395111738005653, "loss_cls": 0.2074706689454615, "loss_mask": 0.24918362963944674, "loss_rpn_cls": 0.04831791401375085, "loss_rpn_loc": 0.07659470054204576, "loss_sem_seg": 0.33461307222023606, "lr": 0.02, "mask_rcnn/accuracy": 0.8834212600316121, "mask_rcnn/false_negative": 0.10717481561707608, "mask_rcnn/false_positive": 0.13664905457504462, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5538337635007338, "total_loss": 1.201169049309101} {"data_time": 0.012166041000455152, "eta_seconds": 82470.58797458313, "fast_rcnn/cls_accuracy": 0.9130859375, "fast_rcnn/false_negative": 0.36965386439070647, "fast_rcnn/fg_cls_accuracy": 0.5447586121743425, "iteration": 123999, "loss_box_reg": 0.24921530578285456, "loss_cls": 0.21748702717013657, "loss_mask": 0.2555788569152355, "loss_rpn_cls": 0.0422407151927473, "loss_rpn_loc": 0.07661300571635365, "loss_sem_seg": 0.3127019568346441, "lr": 0.02, "mask_rcnn/accuracy": 0.8818775477885411, "mask_rcnn/false_negative": 0.09723586446716108, "mask_rcnn/false_positive": 0.1534694769107861, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.5646385439977166, "total_loss": 1.1937822912295815} {"data_time": 0.012275051500182599, "eta_seconds": 82497.84881948322, "fast_rcnn/cls_accuracy": 0.95849609375, "fast_rcnn/false_negative": 0.2538343558282209, "fast_rcnn/fg_cls_accuracy": 0.6306599832915623, "iteration": 124019, "loss_box_reg": 0.2423299653455615, "loss_cls": 0.21307590836659074, "loss_mask": 0.25798410596325994, "loss_rpn_cls": 0.047507657669484615, "loss_rpn_loc": 0.07399801188148558, "loss_sem_seg": 0.3351254886947572, "lr": 0.02, "mask_rcnn/accuracy": 0.9132818711900345, "mask_rcnn/false_negative": 0.09726120273850494, "mask_rcnn/false_positive": 0.09394031401315717, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 238.0, "rpn/num_pos_anchors": 18.0, "time": 0.5775063405017136, "total_loss": 1.1957434538635425} {"data_time": 0.012797971998224966, "eta_seconds": 82465.75310724061, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3413223140495868, "fast_rcnn/fg_cls_accuracy": 0.6418406768057118, "iteration": 124039, "loss_box_reg": 0.21950885513797402, "loss_cls": 0.21280257496982813, "loss_mask": 0.2582919094711542, "loss_rpn_cls": 0.041892940091202036, "loss_rpn_loc": 0.0713950312929228, "loss_sem_seg": 0.3324572507990524, "lr": 0.02, "mask_rcnn/accuracy": 0.899898342795765, "mask_rcnn/false_negative": 0.09745992233833632, "mask_rcnn/false_positive": 0.11932223296997888, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5621700475094258, "total_loss": 1.1632973360974574} {"data_time": 0.013729850499657914, "eta_seconds": 82407.66691472815, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.25815945530419504, "fast_rcnn/fg_cls_accuracy": 0.705432107701216, "iteration": 124059, "loss_box_reg": 0.24347291141748428, "loss_cls": 0.22433171281591058, "loss_mask": 0.25795828690752387, "loss_rpn_cls": 0.047839951061178, "loss_rpn_loc": 0.08287780635873787, "loss_sem_seg": 0.3262676685117185, "lr": 0.02, "mask_rcnn/accuracy": 0.8914626213733357, "mask_rcnn/false_negative": 0.08007589787939876, "mask_rcnn/false_positive": 0.11733010572791214, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5501075570064131, "total_loss": 1.199839335953584} {"data_time": 0.013167525998142082, "eta_seconds": 82460.99022087347, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.3493285371702638, "fast_rcnn/fg_cls_accuracy": 0.626810551558753, "iteration": 124079, "loss_box_reg": 0.2231700485572219, "loss_cls": 0.21718082344159484, "loss_mask": 0.27051221299916506, "loss_rpn_cls": 0.04669854755047709, "loss_rpn_loc": 0.0798436796903843, "loss_sem_seg": 0.36900544818490744, "lr": 0.02, "mask_rcnn/accuracy": 0.8888546481604301, "mask_rcnn/false_negative": 0.10367813394165018, "mask_rcnn/false_positive": 0.13440235842902631, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.5599351484997896, "total_loss": 1.2227071377274115} {"data_time": 0.012742983002681285, "eta_seconds": 82449.68807927344, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.3625, "fast_rcnn/fg_cls_accuracy": 0.5868173258003766, "iteration": 124099, "loss_box_reg": 0.2393223848193884, "loss_cls": 0.22538290917873383, "loss_mask": 0.261704177595675, "loss_rpn_cls": 0.04982580870273523, "loss_rpn_loc": 0.08389210148015991, "loss_sem_seg": 0.3591575650498271, "lr": 0.02, "mask_rcnn/accuracy": 0.8779587753180368, "mask_rcnn/false_negative": 0.06942747010863536, "mask_rcnn/false_positive": 0.16553131666770188, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5636090745028923, "total_loss": 1.2733163150260225} {"data_time": 0.012537482994957827, "eta_seconds": 82469.07142344724, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.39411424606845513, "fast_rcnn/fg_cls_accuracy": 0.602127659574468, "iteration": 124119, "loss_box_reg": 0.2321792566217482, "loss_cls": 0.22166136628948152, "loss_mask": 0.23635363671928644, "loss_rpn_cls": 0.04221496946411207, "loss_rpn_loc": 0.06867820519255474, "loss_sem_seg": 0.366799128241837, "lr": 0.02, "mask_rcnn/accuracy": 0.8975521765723833, "mask_rcnn/false_negative": 0.09976933339980523, "mask_rcnn/false_positive": 0.11590696478125938, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.5716967105108779, "total_loss": 1.1510050460092316} {"data_time": 0.012333491999015678, "eta_seconds": 82492.23538211834, "fast_rcnn/cls_accuracy": 0.91357421875, "fast_rcnn/false_negative": 0.35756179304566404, "fast_rcnn/fg_cls_accuracy": 0.5599931728963987, "iteration": 124139, "loss_box_reg": 0.26153836073353887, "loss_cls": 0.2358541851863265, "loss_mask": 0.269213511608541, "loss_rpn_cls": 0.04448126832721755, "loss_rpn_loc": 0.07887242050492205, "loss_sem_seg": 0.31665091775357723, "lr": 0.02, "mask_rcnn/accuracy": 0.889121720116618, "mask_rcnn/false_negative": 0.10183264728485415, "mask_rcnn/false_positive": 0.1160190133496583, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5849156795011368, "total_loss": 1.2053130758868065} {"data_time": 0.012935599494085182, "eta_seconds": 82477.79295478338, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3010932528351146, "fast_rcnn/fg_cls_accuracy": 0.6668842294199233, "iteration": 124159, "loss_box_reg": 0.2579571455717087, "loss_cls": 0.23854490090161562, "loss_mask": 0.2720953393727541, "loss_rpn_cls": 0.04578740053693764, "loss_rpn_loc": 0.08194829561398365, "loss_sem_seg": 0.3350914819166064, "lr": 0.02, "mask_rcnn/accuracy": 0.885096330663962, "mask_rcnn/false_negative": 0.11163704751789953, "mask_rcnn/false_positive": 0.1226928388144576, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.565938671490585, "total_loss": 1.2270978368469514} {"data_time": 0.012491449000663124, "eta_seconds": 82469.61323215855, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.40391536282191987, "fast_rcnn/fg_cls_accuracy": 0.5770502034023668, "iteration": 124179, "loss_box_reg": 0.22396084666252136, "loss_cls": 0.23441653978079557, "loss_mask": 0.2545539205893874, "loss_rpn_cls": 0.040768513397779316, "loss_rpn_loc": 0.07558130379766226, "loss_sem_seg": 0.3347125994041562, "lr": 0.02, "mask_rcnn/accuracy": 0.8950765306122449, "mask_rcnn/false_negative": 0.09437509048357808, "mask_rcnn/false_positive": 0.113384427635563, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5794176020062878, "total_loss": 1.197855642370996} {"data_time": 0.012299954003538005, "eta_seconds": 82458.30215717865, "fast_rcnn/cls_accuracy": 0.95556640625, "fast_rcnn/false_negative": 0.24190169218372282, "fast_rcnn/fg_cls_accuracy": 0.7107409713574098, "iteration": 124199, "loss_box_reg": 0.23611537739634514, "loss_cls": 0.21644031256437302, "loss_mask": 0.2579536191187799, "loss_rpn_cls": 0.04770637380715925, "loss_rpn_loc": 0.07992648138315417, "loss_sem_seg": 0.2926469992380589, "lr": 0.02, "mask_rcnn/accuracy": 0.8997636256883705, "mask_rcnn/false_negative": 0.08187457815496134, "mask_rcnn/false_positive": 0.12283895239109825, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5674001829975168, "total_loss": 1.1371086596773239} {"data_time": 0.012534480498288758, "eta_seconds": 82458.26629529273, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3106597222222222, "fast_rcnn/fg_cls_accuracy": 0.6524822695035462, "iteration": 124219, "loss_box_reg": 0.22067972552031279, "loss_cls": 0.20324744982644916, "loss_mask": 0.2494105864316225, "loss_rpn_cls": 0.04295299621298909, "loss_rpn_loc": 0.07769163840566762, "loss_sem_seg": 0.33762272680178285, "lr": 0.02, "mask_rcnn/accuracy": 0.8976497626314557, "mask_rcnn/false_negative": 0.10192424022397181, "mask_rcnn/false_positive": 0.11894258715444558, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5730948654963868, "total_loss": 1.1395103631075472} {"data_time": 0.011666097998386249, "eta_seconds": 82446.9536734428, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.4299523305084746, "fast_rcnn/fg_cls_accuracy": 0.4945001554726368, "iteration": 124239, "loss_box_reg": 0.23262304114177823, "loss_cls": 0.21738072228617966, "loss_mask": 0.2471908084116876, "loss_rpn_cls": 0.04473552711715456, "loss_rpn_loc": 0.07708991362596862, "loss_sem_seg": 0.31972933979704976, "lr": 0.02, "mask_rcnn/accuracy": 0.8764450036771465, "mask_rcnn/false_negative": 0.08664250123268352, "mask_rcnn/false_positive": 0.12030246024107541, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5690497554969625, "total_loss": 1.1481953751208493} {"data_time": 0.01311513849941548, "eta_seconds": 82505.48429292676, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.3817608173076923, "fast_rcnn/fg_cls_accuracy": 0.6143329326923077, "iteration": 124259, "loss_box_reg": 0.242453726939857, "loss_cls": 0.21575685730203986, "loss_mask": 0.2633072938770056, "loss_rpn_cls": 0.052497875469271094, "loss_rpn_loc": 0.09623037377605215, "loss_sem_seg": 0.3310777428559959, "lr": 0.02, "mask_rcnn/accuracy": 0.8861606557868056, "mask_rcnn/false_negative": 0.10052112534595083, "mask_rcnn/false_positive": 0.130909305707255, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5714304054999957, "total_loss": 1.2146685920888558} {"data_time": 0.012252652995812241, "eta_seconds": 82509.33514034406, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.3990291262135922, "fast_rcnn/fg_cls_accuracy": 0.562606978275181, "iteration": 124279, "loss_box_reg": 0.22642289148643613, "loss_cls": 0.19761743629351258, "loss_mask": 0.2606261633336544, "loss_rpn_cls": 0.041606195300119, "loss_rpn_loc": 0.08673805541911861, "loss_sem_seg": 0.31735513312742114, "lr": 0.02, "mask_rcnn/accuracy": 0.8859472570738285, "mask_rcnn/false_negative": 0.10254472459867629, "mask_rcnn/false_positive": 0.11983832222669165, "roi_head/num_bg_samples": 461.75, "roi_head/num_fg_samples": 50.25, "rpn/num_neg_anchors": 235.75, "rpn/num_pos_anchors": 20.25, "time": 0.5655351825043908, "total_loss": 1.1317205546920377} {"data_time": 0.0118652960009058, "eta_seconds": 82482.83988008674, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3563476204069981, "fast_rcnn/fg_cls_accuracy": 0.596875, "iteration": 124299, "loss_box_reg": 0.23228494101203978, "loss_cls": 0.21041440160479397, "loss_mask": 0.2506007654592395, "loss_rpn_cls": 0.042825927201192826, "loss_rpn_loc": 0.08232070092344657, "loss_sem_seg": 0.3249509334564209, "lr": 0.02, "mask_rcnn/accuracy": 0.9041837626659055, "mask_rcnn/false_negative": 0.08052679173405586, "mask_rcnn/false_positive": 0.12419972518437991, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5595061235071626, "total_loss": 1.1409367572632618} {"data_time": 0.012626950498088263, "eta_seconds": 82430.27596526117, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.33849336242953265, "fast_rcnn/fg_cls_accuracy": 0.5703588662710077, "iteration": 124319, "loss_box_reg": 0.21920449193567038, "loss_cls": 0.21170018892735243, "loss_mask": 0.25493500707671046, "loss_rpn_cls": 0.04971668968209997, "loss_rpn_loc": 0.0809398609562777, "loss_sem_seg": 0.29807914374396205, "lr": 0.02, "mask_rcnn/accuracy": 0.8885467085770479, "mask_rcnn/false_negative": 0.09331972273875075, "mask_rcnn/false_positive": 0.13642289105260003, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5459864980002749, "total_loss": 1.1413128228159621} {"data_time": 0.013664809004694689, "eta_seconds": 82475.36227364386, "fast_rcnn/cls_accuracy": 0.91064453125, "fast_rcnn/false_negative": 0.33110119047619047, "fast_rcnn/fg_cls_accuracy": 0.620546875, "iteration": 124339, "loss_box_reg": 0.23951816116459668, "loss_cls": 0.22958443500101566, "loss_mask": 0.2569271521642804, "loss_rpn_cls": 0.05678629159228876, "loss_rpn_loc": 0.09160150610841811, "loss_sem_seg": 0.35987145360559225, "lr": 0.02, "mask_rcnn/accuracy": 0.8788108199927992, "mask_rcnn/false_negative": 0.09784537297214622, "mask_rcnn/false_positive": 0.1276473032100856, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5732136180013185, "total_loss": 1.2120172961731441} {"data_time": 0.014015568493050523, "eta_seconds": 82520.20909642577, "fast_rcnn/cls_accuracy": 0.91259765625, "fast_rcnn/false_negative": 0.28153782894736845, "fast_rcnn/fg_cls_accuracy": 0.6377487837240159, "iteration": 124359, "loss_box_reg": 0.23682772263418883, "loss_cls": 0.20897405641153455, "loss_mask": 0.25662372913211584, "loss_rpn_cls": 0.04386345442617312, "loss_rpn_loc": 0.0711347367905546, "loss_sem_seg": 0.31891990499570966, "lr": 0.02, "mask_rcnn/accuracy": 0.8964671580865319, "mask_rcnn/false_negative": 0.08024281768305089, "mask_rcnn/false_positive": 0.12219884385908314, "roi_head/num_bg_samples": 431.5, "roi_head/num_fg_samples": 80.5, "rpn/num_neg_anchors": 206.75, "rpn/num_pos_anchors": 49.25, "time": 0.5686933185061207, "total_loss": 1.1570241670124233} {"data_time": 0.013285795001138467, "eta_seconds": 82535.83874867868, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.3318077803203661, "fast_rcnn/fg_cls_accuracy": 0.5868777315851188, "iteration": 124379, "loss_box_reg": 0.23680027201771736, "loss_cls": 0.2153346873819828, "loss_mask": 0.25209936406463385, "loss_rpn_cls": 0.0432532801060006, "loss_rpn_loc": 0.08204496209509671, "loss_sem_seg": 0.31274044257588685, "lr": 0.02, "mask_rcnn/accuracy": 0.9030146390388644, "mask_rcnn/false_negative": 0.10313071781322106, "mask_rcnn/false_positive": 0.11791367857374876, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5620103835099144, "total_loss": 1.154032507329248} {"data_time": 0.012824798999645282, "eta_seconds": 82538.08987362157, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.4176682692307692, "fast_rcnn/fg_cls_accuracy": 0.5403432629710002, "iteration": 124399, "loss_box_reg": 0.24839637894183397, "loss_cls": 0.23109411750920117, "loss_mask": 0.2607006663456559, "loss_rpn_cls": 0.045982951793121174, "loss_rpn_loc": 0.08417287390329875, "loss_sem_seg": 0.3513642204925418, "lr": 0.02, "mask_rcnn/accuracy": 0.8909823216195222, "mask_rcnn/false_negative": 0.09337881637563808, "mask_rcnn/false_positive": 0.12355813043480454, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.5693178854999132, "total_loss": 1.2250770064856624} {"data_time": 0.012548638995212968, "eta_seconds": 82513.16733761883, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.4093915343915344, "fast_rcnn/fg_cls_accuracy": 0.5785114590424325, "iteration": 124419, "loss_box_reg": 0.21884132223203778, "loss_cls": 0.22089056530967355, "loss_mask": 0.2589100478217006, "loss_rpn_cls": 0.04513745702570304, "loss_rpn_loc": 0.07605781604070216, "loss_sem_seg": 0.3319837599992752, "lr": 0.02, "mask_rcnn/accuracy": 0.8910716219904008, "mask_rcnn/false_negative": 0.10458577424303037, "mask_rcnn/false_positive": 0.1147963840590211, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 234.75, "rpn/num_pos_anchors": 21.25, "time": 0.5690911755082197, "total_loss": 1.1688216291368008} {"data_time": 0.013266926005599089, "eta_seconds": 82500.6112488618, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.3390643447461629, "fast_rcnn/fg_cls_accuracy": 0.6150035014005601, "iteration": 124439, "loss_box_reg": 0.23953481065109372, "loss_cls": 0.22801769198849797, "loss_mask": 0.26850483007729053, "loss_rpn_cls": 0.047959302537492476, "loss_rpn_loc": 0.08737127657514066, "loss_sem_seg": 0.3481095707975328, "lr": 0.02, "mask_rcnn/accuracy": 0.8914715411971058, "mask_rcnn/false_negative": 0.0999108477495792, "mask_rcnn/false_positive": 0.12199271041448713, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 236.5, "rpn/num_pos_anchors": 19.5, "time": 0.5693024485008209, "total_loss": 1.2113566726911813} {"data_time": 0.013099291994876694, "eta_seconds": 82404.36993008066, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.26806972789115646, "fast_rcnn/fg_cls_accuracy": 0.690688775510204, "iteration": 124459, "loss_box_reg": 0.24143664445728064, "loss_cls": 0.23141685011796653, "loss_mask": 0.26534464955329895, "loss_rpn_cls": 0.043368852348066866, "loss_rpn_loc": 0.07600237912265584, "loss_sem_seg": 0.33349502249620855, "lr": 0.02, "mask_rcnn/accuracy": 0.8974584587396761, "mask_rcnn/false_negative": 0.08264011122862226, "mask_rcnn/false_positive": 0.1124448456222339, "roi_head/num_bg_samples": 457.5, "roi_head/num_fg_samples": 54.5, "rpn/num_neg_anchors": 236.25, "rpn/num_pos_anchors": 19.75, "time": 0.5657263410030282, "total_loss": 1.196329999511363} {"data_time": 0.01269247849995736, "eta_seconds": 82409.34492240803, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.38724208079046785, "fast_rcnn/fg_cls_accuracy": 0.5852755194218608, "iteration": 124479, "loss_box_reg": 0.21715780347585678, "loss_cls": 0.22053381334990263, "loss_mask": 0.24581196904182434, "loss_rpn_cls": 0.04148899979190901, "loss_rpn_loc": 0.07893052659346722, "loss_sem_seg": 0.3326948042958975, "lr": 0.02, "mask_rcnn/accuracy": 0.8929188809339288, "mask_rcnn/false_negative": 0.09745465205392412, "mask_rcnn/false_positive": 0.12054048478348128, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5735145684957388, "total_loss": 1.161759194204933} {"data_time": 0.013280066501465626, "eta_seconds": 82458.7061871982, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.38657407407407407, "fast_rcnn/fg_cls_accuracy": 0.5756811748053786, "iteration": 124499, "loss_box_reg": 0.23895029490813613, "loss_cls": 0.21496610902249813, "loss_mask": 0.2637427719309926, "loss_rpn_cls": 0.041822194383712485, "loss_rpn_loc": 0.07340194612334017, "loss_sem_seg": 0.34937272407114506, "lr": 0.02, "mask_rcnn/accuracy": 0.8878479024345322, "mask_rcnn/false_negative": 0.10239424611461428, "mask_rcnn/false_positive": 0.11743662847667818, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5730886915043811, "total_loss": 1.1900167056301143} {"data_time": 0.01254963400424458, "eta_seconds": 82422.08044543528, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.35741120218579236, "fast_rcnn/fg_cls_accuracy": 0.63849043715847, "iteration": 124519, "loss_box_reg": 0.2344275249633938, "loss_cls": 0.21624582936055958, "loss_mask": 0.24706566706299782, "loss_rpn_cls": 0.04165708692744374, "loss_rpn_loc": 0.06983833358390257, "loss_sem_seg": 0.3434822945855558, "lr": 0.02, "mask_rcnn/accuracy": 0.9030572844579986, "mask_rcnn/false_negative": 0.07679286498241879, "mask_rcnn/false_positive": 0.10990463343780765, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5680321414984064, "total_loss": 1.1922548159200232} {"data_time": 0.011681903997668996, "eta_seconds": 82436.46195624144, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.3608277376033058, "fast_rcnn/fg_cls_accuracy": 0.5886599016633539, "iteration": 124539, "loss_box_reg": 0.2527707810513675, "loss_cls": 0.21930084028281271, "loss_mask": 0.2622446594759822, "loss_rpn_cls": 0.04681291722226888, "loss_rpn_loc": 0.07966879467130639, "loss_sem_seg": 0.3493847834179178, "lr": 0.02, "mask_rcnn/accuracy": 0.8908542473156292, "mask_rcnn/false_negative": 0.09822934990666038, "mask_rcnn/false_positive": 0.12058309270447125, "roi_head/num_bg_samples": 429.5, "roi_head/num_fg_samples": 82.5, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5727794385020388, "total_loss": 1.2024647190701216} {"data_time": 0.01276511149626458, "eta_seconds": 82425.12744569137, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.3585434173669468, "fast_rcnn/fg_cls_accuracy": 0.5816611633223266, "iteration": 124559, "loss_box_reg": 0.24766176636330783, "loss_cls": 0.22198056685738266, "loss_mask": 0.24842603132128716, "loss_rpn_cls": 0.04172868674504571, "loss_rpn_loc": 0.06853587738442002, "loss_sem_seg": 0.3334279479458928, "lr": 0.02, "mask_rcnn/accuracy": 0.8922042031098154, "mask_rcnn/false_negative": 0.08083979896020949, "mask_rcnn/false_positive": 0.13363113133662768, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5736759430074017, "total_loss": 1.1469937223009765} {"data_time": 0.01255503549327841, "eta_seconds": 82467.66603398495, "fast_rcnn/cls_accuracy": 0.908203125, "fast_rcnn/false_negative": 0.3891826923076923, "fast_rcnn/fg_cls_accuracy": 0.5696614583333333, "iteration": 124579, "loss_box_reg": 0.23159409151412547, "loss_cls": 0.23122415062971413, "loss_mask": 0.2590951295569539, "loss_rpn_cls": 0.04102284455439076, "loss_rpn_loc": 0.07280434836866334, "loss_sem_seg": 0.3399556130170822, "lr": 0.02, "mask_rcnn/accuracy": 0.8883968431122449, "mask_rcnn/false_negative": 0.1012742343663785, "mask_rcnn/false_positive": 0.12230201198565296, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.562594610004453, "total_loss": 1.1968918054189999} {"data_time": 0.012315805499383714, "eta_seconds": 82471.8249510368, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.4024596003149488, "fast_rcnn/fg_cls_accuracy": 0.5611321855850597, "iteration": 124599, "loss_box_reg": 0.251832386944443, "loss_cls": 0.22042998438701034, "loss_mask": 0.2609796994365752, "loss_rpn_cls": 0.04993208369705826, "loss_rpn_loc": 0.08331373662804253, "loss_sem_seg": 0.3426299700513482, "lr": 0.02, "mask_rcnn/accuracy": 0.8773981888101707, "mask_rcnn/false_negative": 0.10413589435552437, "mask_rcnn/false_positive": 0.1305449560861589, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.5669850905032945, "total_loss": 1.2281818769406527} {"data_time": 0.011962530501477886, "eta_seconds": 82460.48089907691, "fast_rcnn/cls_accuracy": 0.90625, "fast_rcnn/false_negative": 0.43663083514996615, "fast_rcnn/fg_cls_accuracy": 0.4933195395214721, "iteration": 124619, "loss_box_reg": 0.24256217945367098, "loss_cls": 0.23127559386193752, "loss_mask": 0.2591036232188344, "loss_rpn_cls": 0.0433365939243231, "loss_rpn_loc": 0.08485340262996033, "loss_sem_seg": 0.3214028859511018, "lr": 0.02, "mask_rcnn/accuracy": 0.8698158147548585, "mask_rcnn/false_negative": 0.10393343567811839, "mask_rcnn/false_positive": 0.14858181148547167, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.5697982310011867, "total_loss": 1.2228602659888566} {"data_time": 0.013420718001725618, "eta_seconds": 82449.13684711701, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.3109959700633276, "fast_rcnn/fg_cls_accuracy": 0.6260794473229706, "iteration": 124639, "loss_box_reg": 0.2421452405396849, "loss_cls": 0.22505487082526088, "loss_mask": 0.26266346126794815, "loss_rpn_cls": 0.039127856376580894, "loss_rpn_loc": 0.07271199239767157, "loss_sem_seg": 0.3723492952995002, "lr": 0.02, "mask_rcnn/accuracy": 0.8831709239987386, "mask_rcnn/false_negative": 0.07414239142613274, "mask_rcnn/false_positive": 0.13264097241753994, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5570019980004872, "total_loss": 1.2611814013216645} {"data_time": 0.012385583999275696, "eta_seconds": 82446.07999396604, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.27547643501084107, "fast_rcnn/fg_cls_accuracy": 0.606071964017991, "iteration": 124659, "loss_box_reg": 0.23251852300018072, "loss_cls": 0.22862587682902813, "loss_mask": 0.2595267272554338, "loss_rpn_cls": 0.040324444125872105, "loss_rpn_loc": 0.07464831491233781, "loss_sem_seg": 0.3398090146947652, "lr": 0.02, "mask_rcnn/accuracy": 0.8811809209130638, "mask_rcnn/false_negative": 0.11140807379040266, "mask_rcnn/false_positive": 0.12028115074405915, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 236.75, "rpn/num_pos_anchors": 19.25, "time": 0.5678419774994836, "total_loss": 1.1632625418060343} {"data_time": 0.01293078299931949, "eta_seconds": 82426.44874319722, "fast_rcnn/cls_accuracy": 0.90087890625, "fast_rcnn/false_negative": 0.3760299551463179, "fast_rcnn/fg_cls_accuracy": 0.6062869592281357, "iteration": 124679, "loss_box_reg": 0.24367402121424675, "loss_cls": 0.2227103034965694, "loss_mask": 0.2634258074685931, "loss_rpn_cls": 0.04558201797772199, "loss_rpn_loc": 0.07972526527009904, "loss_sem_seg": 0.3203304233029485, "lr": 0.02, "mask_rcnn/accuracy": 0.889256342066171, "mask_rcnn/false_negative": 0.10052293072712004, "mask_rcnn/false_positive": 0.12663858366371544, "roi_head/num_bg_samples": 426.75, "roi_head/num_fg_samples": 85.25, "rpn/num_neg_anchors": 204.0, "rpn/num_pos_anchors": 52.0, "time": 0.5708927595042042, "total_loss": 1.205318320193328} {"data_time": 0.013243307505035773, "eta_seconds": 82360.06343823124, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.23171316268814113, "fast_rcnn/fg_cls_accuracy": 0.6716708542713568, "iteration": 124699, "loss_box_reg": 0.22652837401255965, "loss_cls": 0.20882791001349688, "loss_mask": 0.258408778347075, "loss_rpn_cls": 0.0391484342108015, "loss_rpn_loc": 0.0667913566576317, "loss_sem_seg": 0.30847328156232834, "lr": 0.02, "mask_rcnn/accuracy": 0.903200695132115, "mask_rcnn/false_negative": 0.07204390830726924, "mask_rcnn/false_positive": 0.12389813276874084, "roi_head/num_bg_samples": 458.75, "roi_head/num_fg_samples": 53.25, "rpn/num_neg_anchors": 236.25, "rpn/num_pos_anchors": 19.75, "time": 0.5555175984991365, "total_loss": 1.147210824296053} {"data_time": 0.012601429501955863, "eta_seconds": 82376.6337713721, "fast_rcnn/cls_accuracy": 0.91259765625, "fast_rcnn/false_negative": 0.32313195548489665, "fast_rcnn/fg_cls_accuracy": 0.6041500079961618, "iteration": 124719, "loss_box_reg": 0.2274796706624329, "loss_cls": 0.21409963513724506, "loss_mask": 0.25183769408613443, "loss_rpn_cls": 0.049792226986028254, "loss_rpn_loc": 0.08027333547943272, "loss_sem_seg": 0.3513841163367033, "lr": 0.02, "mask_rcnn/accuracy": 0.890328941534084, "mask_rcnn/false_negative": 0.10478539799299634, "mask_rcnn/false_positive": 0.09944945076528575, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5802468004985712, "total_loss": 1.1557306866161525} {"data_time": 0.012228133498865645, "eta_seconds": 82383.84429988357, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.26854395604395603, "fast_rcnn/fg_cls_accuracy": 0.6418690958164642, "iteration": 124739, "loss_box_reg": 0.21693590003997087, "loss_cls": 0.196402866858989, "loss_mask": 0.254161081276834, "loss_rpn_cls": 0.042791206447873265, "loss_rpn_loc": 0.08928483218187466, "loss_sem_seg": 0.3321579503826797, "lr": 0.02, "mask_rcnn/accuracy": 0.8852161297211192, "mask_rcnn/false_negative": 0.0984373792589276, "mask_rcnn/false_positive": 0.12329059545658472, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5614528799997061, "total_loss": 1.1230521626712289} {"data_time": 0.012849799000832718, "eta_seconds": 82381.07253535764, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.2705063141744365, "fast_rcnn/fg_cls_accuracy": 0.6712938711367208, "iteration": 124759, "loss_box_reg": 0.22841799817979336, "loss_cls": 0.223947003018111, "loss_mask": 0.2513467837125063, "loss_rpn_cls": 0.05480794137110934, "loss_rpn_loc": 0.07268252730136737, "loss_sem_seg": 0.32072509871795774, "lr": 0.02, "mask_rcnn/accuracy": 0.9006451267982382, "mask_rcnn/false_negative": 0.09394858319810012, "mask_rcnn/false_positive": 0.1063827541344943, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5705018934968393, "total_loss": 1.1659942748665344} {"data_time": 0.012265308003406972, "eta_seconds": 82369.72848339775, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.4073414112615823, "fast_rcnn/fg_cls_accuracy": 0.5410705095213587, "iteration": 124779, "loss_box_reg": 0.24048257805407047, "loss_cls": 0.21759258618112653, "loss_mask": 0.25360272638499737, "loss_rpn_cls": 0.044515046320157126, "loss_rpn_loc": 0.07563787396065891, "loss_sem_seg": 0.32261265721172094, "lr": 0.02, "mask_rcnn/accuracy": 0.9104714641062981, "mask_rcnn/false_negative": 0.08626527740619318, "mask_rcnn/false_positive": 0.08694082780168355, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.578907191993494, "total_loss": 1.1585676398826763} {"data_time": 0.012210151500767097, "eta_seconds": 82370.84826789089, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3543552036199095, "fast_rcnn/fg_cls_accuracy": 0.6236645299145299, "iteration": 124799, "loss_box_reg": 0.22896755579859018, "loss_cls": 0.2064749354030937, "loss_mask": 0.2558468054048717, "loss_rpn_cls": 0.04780671338085085, "loss_rpn_loc": 0.08401148626580834, "loss_sem_seg": 0.32792347948998213, "lr": 0.02, "mask_rcnn/accuracy": 0.8958115659827761, "mask_rcnn/false_negative": 0.08710839859630168, "mask_rcnn/false_positive": 0.12908827218520583, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5685988065015408, "total_loss": 1.1908430913463235} {"data_time": 0.013046939995547291, "eta_seconds": 82376.44984062777, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.3152474454017231, "fast_rcnn/fg_cls_accuracy": 0.6353485978904039, "iteration": 124819, "loss_box_reg": 0.23341953940689564, "loss_cls": 0.2234214642085135, "loss_mask": 0.23724593548104167, "loss_rpn_cls": 0.03729241949622519, "loss_rpn_loc": 0.0717296759612509, "loss_sem_seg": 0.29965798603370786, "lr": 0.02, "mask_rcnn/accuracy": 0.9024506177997507, "mask_rcnn/false_negative": 0.08169587694512179, "mask_rcnn/false_positive": 0.11295507536005485, "roi_head/num_bg_samples": 428.5, "roi_head/num_fg_samples": 83.5, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5690891970007215, "total_loss": 1.0989276394830085} {"data_time": 0.01169935649522813, "eta_seconds": 82376.07293264175, "fast_rcnn/cls_accuracy": 0.904296875, "fast_rcnn/false_negative": 0.4287330316742082, "fast_rcnn/fg_cls_accuracy": 0.5343636576513289, "iteration": 124839, "loss_box_reg": 0.24156639352440834, "loss_cls": 0.24322851793840528, "loss_mask": 0.2609542440623045, "loss_rpn_cls": 0.04339514396269806, "loss_rpn_loc": 0.07662858732510358, "loss_sem_seg": 0.3608389054425061, "lr": 0.02, "mask_rcnn/accuracy": 0.8653876828509182, "mask_rcnn/false_negative": 0.1096652224752998, "mask_rcnn/false_positive": 0.15086559836819086, "roi_head/num_bg_samples": 427.25, "roi_head/num_fg_samples": 84.75, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.5671499235031661, "total_loss": 1.2362485292833298} {"data_time": 0.013583300496975426, "eta_seconds": 82332.62807056663, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.34531853281853286, "fast_rcnn/fg_cls_accuracy": 0.6332865884752678, "iteration": 124859, "loss_box_reg": 0.2170483055524528, "loss_cls": 0.2162862573750317, "loss_mask": 0.26385076716542244, "loss_rpn_cls": 0.04230349988210946, "loss_rpn_loc": 0.06660966947674751, "loss_sem_seg": 0.36288076965138316, "lr": 0.02, "mask_rcnn/accuracy": 0.8876346170570502, "mask_rcnn/false_negative": 0.10158837661889836, "mask_rcnn/false_positive": 0.1421667030012078, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5529160215010052, "total_loss": 1.174673331930535} {"data_time": 0.012200748002214823, "eta_seconds": 82334.11367956566, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.2614746543778802, "fast_rcnn/fg_cls_accuracy": 0.7276036866359448, "iteration": 124879, "loss_box_reg": 0.23834156431257725, "loss_cls": 0.21275322209112346, "loss_mask": 0.2615922400727868, "loss_rpn_cls": 0.0502231681603007, "loss_rpn_loc": 0.07780899631325155, "loss_sem_seg": 0.351207344327122, "lr": 0.02, "mask_rcnn/accuracy": 0.9019836332757147, "mask_rcnn/false_negative": 0.08105896513669791, "mask_rcnn/false_positive": 0.12120024107237193, "roi_head/num_bg_samples": 457.75, "roi_head/num_fg_samples": 54.25, "rpn/num_neg_anchors": 237.75, "rpn/num_pos_anchors": 18.25, "time": 0.5794636465070653, "total_loss": 1.1676791898353258} {"data_time": 0.014106962000369094, "eta_seconds": 82293.10132628445, "fast_rcnn/cls_accuracy": 0.95947265625, "fast_rcnn/false_negative": 0.2504190278553755, "fast_rcnn/fg_cls_accuracy": 0.7013888888888888, "iteration": 124899, "loss_box_reg": 0.21881565963849425, "loss_cls": 0.20681599574163556, "loss_mask": 0.24875118862837553, "loss_rpn_cls": 0.04397853708360344, "loss_rpn_loc": 0.07057493692263961, "loss_sem_seg": 0.36540374299511313, "lr": 0.02, "mask_rcnn/accuracy": 0.9052214678272937, "mask_rcnn/false_negative": 0.08885239739588191, "mask_rcnn/false_positive": 0.10091568645393398, "roi_head/num_bg_samples": 469.0, "roi_head/num_fg_samples": 43.0, "rpn/num_neg_anchors": 238.75, "rpn/num_pos_anchors": 17.25, "time": 0.5603229994958383, "total_loss": 1.1781117653881665} {"data_time": 0.012129615002777427, "eta_seconds": 82298.5924935468, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.30830745341614907, "fast_rcnn/fg_cls_accuracy": 0.675, "iteration": 124919, "loss_box_reg": 0.23667044704779983, "loss_cls": 0.2288682796061039, "loss_mask": 0.2602244634181261, "loss_rpn_cls": 0.04443139297654852, "loss_rpn_loc": 0.07399216172052547, "loss_sem_seg": 0.3245549644343555, "lr": 0.02, "mask_rcnn/accuracy": 0.889916328809899, "mask_rcnn/false_negative": 0.1014731009481467, "mask_rcnn/false_positive": 0.1310356636582818, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.57954261899431, "total_loss": 1.1556016324757366} {"data_time": 0.012339650995272677, "eta_seconds": 82319.324857792, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3850353495679497, "fast_rcnn/fg_cls_accuracy": 0.603125, "iteration": 124939, "loss_box_reg": 0.24379043257795274, "loss_cls": 0.21526088123209774, "loss_mask": 0.2587354155257344, "loss_rpn_cls": 0.05267867536167614, "loss_rpn_loc": 0.08723493322031572, "loss_sem_seg": 0.3080219402909279, "lr": 0.02, "mask_rcnn/accuracy": 0.887003405905948, "mask_rcnn/false_negative": 0.10374817221175253, "mask_rcnn/false_positive": 0.12464084365896644, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5762583670075401, "total_loss": 1.1477275235811248} {"data_time": 0.01270585649763234, "eta_seconds": 82324.16588009964, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3224185724185724, "fast_rcnn/fg_cls_accuracy": 0.6568771793878342, "iteration": 124959, "loss_box_reg": 0.23841998528223485, "loss_cls": 0.21059422008693218, "loss_mask": 0.24166899966076016, "loss_rpn_cls": 0.04213524537044577, "loss_rpn_loc": 0.06143932080885861, "loss_sem_seg": 0.3307711901143193, "lr": 0.02, "mask_rcnn/accuracy": 0.8872316209173894, "mask_rcnn/false_negative": 0.08730738263669033, "mask_rcnn/false_positive": 0.12525226718614102, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.5729652424925007, "total_loss": 1.1211091943041538} {"data_time": 0.012449059999198653, "eta_seconds": 82312.81403256961, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3588813668600903, "fast_rcnn/fg_cls_accuracy": 0.6196013289036545, "iteration": 124979, "loss_box_reg": 0.2313362928107381, "loss_cls": 0.22237276891246438, "loss_mask": 0.2546481159515679, "loss_rpn_cls": 0.04681299685034901, "loss_rpn_loc": 0.0752898077480495, "loss_sem_seg": 0.34222814347594976, "lr": 0.02, "mask_rcnn/accuracy": 0.8958484200131666, "mask_rcnn/false_negative": 0.0790837438473847, "mask_rcnn/false_positive": 0.10846362334453022, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5637190814959467, "total_loss": 1.2391232661320828} {"data_time": 0.012160395504906774, "eta_seconds": 82377.4584419163, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.3923050498110615, "fast_rcnn/fg_cls_accuracy": 0.5306680461129175, "iteration": 124999, "loss_box_reg": 0.2238997402600944, "loss_cls": 0.21703716949559748, "loss_mask": 0.24338037334382534, "loss_rpn_cls": 0.04696735710604116, "loss_rpn_loc": 0.0803051911352668, "loss_sem_seg": 0.351773283444345, "lr": 0.02, "mask_rcnn/accuracy": 0.8927173127128011, "mask_rcnn/false_negative": 0.09558965720563944, "mask_rcnn/false_positive": 0.14070308017728594, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5825029960033135, "total_loss": 1.1975593139068224} {"data_time": 0.012978181992366444, "eta_seconds": 82349.80438015459, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.3087960074859638, "fast_rcnn/fg_cls_accuracy": 0.6165938864628822, "iteration": 125019, "loss_box_reg": 0.22165143815800548, "loss_cls": 0.21780820423737168, "loss_mask": 0.2508093882352114, "loss_rpn_cls": 0.05106771853752434, "loss_rpn_loc": 0.07222808655933477, "loss_sem_seg": 0.3078586286865175, "lr": 0.02, "mask_rcnn/accuracy": 0.90104913393929, "mask_rcnn/false_negative": 0.07857546206131041, "mask_rcnn/false_positive": 0.12636115447073074, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5690294390005874, "total_loss": 1.1602479240391403} {"data_time": 0.012211578497954179, "eta_seconds": 82354.73378251618, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.3922601026721074, "fast_rcnn/fg_cls_accuracy": 0.5937095614665708, "iteration": 125039, "loss_box_reg": 0.2483569630421698, "loss_cls": 0.22207874292507768, "loss_mask": 0.2754902020096779, "loss_rpn_cls": 0.044835491775302216, "loss_rpn_loc": 0.08651245385408401, "loss_sem_seg": 0.37082095444202423, "lr": 0.02, "mask_rcnn/accuracy": 0.8774699643438864, "mask_rcnn/false_negative": 0.1099322388021797, "mask_rcnn/false_positive": 0.1201184249182061, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5591476174959098, "total_loss": 1.213202641782118} {"data_time": 0.013237235500128008, "eta_seconds": 82343.37145281612, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.368452380952381, "fast_rcnn/fg_cls_accuracy": 0.6288037166085947, "iteration": 125059, "loss_box_reg": 0.24338405299931765, "loss_cls": 0.23211722006089985, "loss_mask": 0.2677015494555235, "loss_rpn_cls": 0.047387030615936965, "loss_rpn_loc": 0.09901100967545062, "loss_sem_seg": 0.3285257210955024, "lr": 0.02, "mask_rcnn/accuracy": 0.896066954656427, "mask_rcnn/false_negative": 0.07983070561674499, "mask_rcnn/false_positive": 0.1223868280232524, "roi_head/num_bg_samples": 458.5, "roi_head/num_fg_samples": 53.5, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5524215819968958, "total_loss": 1.254870878517977} {"data_time": 0.012513715497334488, "eta_seconds": 82331.54856417188, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.4088098404255319, "fast_rcnn/fg_cls_accuracy": 0.5442708333333333, "iteration": 125079, "loss_box_reg": 0.215103967115283, "loss_cls": 0.21158243028912693, "loss_mask": 0.2609207429923117, "loss_rpn_cls": 0.050137136480771005, "loss_rpn_loc": 0.06485858419910073, "loss_sem_seg": 0.32693543611094356, "lr": 0.02, "mask_rcnn/accuracy": 0.8859180799863551, "mask_rcnn/false_negative": 0.1025878731904348, "mask_rcnn/false_positive": 0.11807088538996148, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5626352180042886, "total_loss": 1.134732744336361} {"data_time": 0.011336471994582098, "eta_seconds": 82362.35980534361, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.33562518012268927, "fast_rcnn/fg_cls_accuracy": 0.6546152257709251, "iteration": 125099, "loss_box_reg": 0.22985116252675653, "loss_cls": 0.21344576682895422, "loss_mask": 0.2530530891381204, "loss_rpn_cls": 0.04917866468167631, "loss_rpn_loc": 0.08540332174743526, "loss_sem_seg": 0.3274515522643924, "lr": 0.02, "mask_rcnn/accuracy": 0.8967275627125608, "mask_rcnn/false_negative": 0.08614363218636699, "mask_rcnn/false_positive": 0.10429285177212128, "roi_head/num_bg_samples": 462.0, "roi_head/num_fg_samples": 50.0, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5762860875038314, "total_loss": 1.1857576597467414} {"data_time": 0.011916446004761383, "eta_seconds": 82344.19890012409, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.35234234234234235, "fast_rcnn/fg_cls_accuracy": 0.6091107474086197, "iteration": 125119, "loss_box_reg": 0.22512781526893377, "loss_cls": 0.21975548518821597, "loss_mask": 0.2531551234424114, "loss_rpn_cls": 0.04625095659866929, "loss_rpn_loc": 0.06814395997207612, "loss_sem_seg": 0.3452068781480193, "lr": 0.02, "mask_rcnn/accuracy": 0.8887387215831561, "mask_rcnn/false_negative": 0.09467283285272504, "mask_rcnn/false_positive": 0.1260729947104197, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.564591278496664, "total_loss": 1.1536742318421602} {"data_time": 0.012660478496400174, "eta_seconds": 82276.32879120542, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.28424149525316456, "fast_rcnn/fg_cls_accuracy": 0.6377704326923077, "iteration": 125139, "loss_box_reg": 0.21967122331261635, "loss_cls": 0.22964176023378968, "loss_mask": 0.2688495423644781, "loss_rpn_cls": 0.04318965645506978, "loss_rpn_loc": 0.07131195615511388, "loss_sem_seg": 0.3501914474181831, "lr": 0.02, "mask_rcnn/accuracy": 0.8810817551720517, "mask_rcnn/false_negative": 0.10042764937204035, "mask_rcnn/false_positive": 0.13861181479942408, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5675500159923104, "total_loss": 1.1973343374556862} {"data_time": 0.011864009000419173, "eta_seconds": 82286.09949961165, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.27776588342343306, "fast_rcnn/fg_cls_accuracy": 0.674912145837909, "iteration": 125159, "loss_box_reg": 0.24446491012349725, "loss_cls": 0.2279907998163253, "loss_mask": 0.2714094677940011, "loss_rpn_cls": 0.04297950689215213, "loss_rpn_loc": 0.08226965903304517, "loss_sem_seg": 0.3492718499619514, "lr": 0.02, "mask_rcnn/accuracy": 0.8820382440918155, "mask_rcnn/false_negative": 0.10289593549209405, "mask_rcnn/false_positive": 0.12056028802681408, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5636392575033824, "total_loss": 1.2121301299193874} {"data_time": 0.012598879999131896, "eta_seconds": 82282.29949616257, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.43783697218811723, "fast_rcnn/fg_cls_accuracy": 0.5543177480916031, "iteration": 125179, "loss_box_reg": 0.22644301503896713, "loss_cls": 0.20911322347819805, "loss_mask": 0.26182056590914726, "loss_rpn_cls": 0.03796215707552619, "loss_rpn_loc": 0.06679054955020547, "loss_sem_seg": 0.3315347945317626, "lr": 0.02, "mask_rcnn/accuracy": 0.8708669481553732, "mask_rcnn/false_negative": 0.11864531801744024, "mask_rcnn/false_positive": 0.13829609595362752, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5791375959961442, "total_loss": 1.1428288966562832} {"data_time": 0.013840183499269187, "eta_seconds": 82298.73030236448, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.33436853002070394, "fast_rcnn/fg_cls_accuracy": 0.6246402060293894, "iteration": 125199, "loss_box_reg": 0.236695964820683, "loss_cls": 0.2244114987552166, "loss_mask": 0.25518997199833393, "loss_rpn_cls": 0.043093467014841735, "loss_rpn_loc": 0.07733394217211753, "loss_sem_seg": 0.32886538887396455, "lr": 0.02, "mask_rcnn/accuracy": 0.8845839078874793, "mask_rcnn/false_negative": 0.11048818931840619, "mask_rcnn/false_positive": 0.11963573424319468, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.5701902065047761, "total_loss": 1.161926320521161} {"data_time": 0.012283431497053243, "eta_seconds": 82287.36315292458, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.33999999999999997, "fast_rcnn/fg_cls_accuracy": 0.6229813664596273, "iteration": 125219, "loss_box_reg": 0.2394958776421845, "loss_cls": 0.2238704962655902, "loss_mask": 0.26882646698504686, "loss_rpn_cls": 0.04445501008012798, "loss_rpn_loc": 0.07369263900909573, "loss_sem_seg": 0.3406345760449767, "lr": 0.02, "mask_rcnn/accuracy": 0.8925142630944003, "mask_rcnn/false_negative": 0.09271046492918124, "mask_rcnn/false_positive": 0.11274086356564941, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5759863995044725, "total_loss": 1.2112524304538965} {"data_time": 0.012180047495348845, "eta_seconds": 82275.99600348467, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.36077917826158123, "fast_rcnn/fg_cls_accuracy": 0.620314290391226, "iteration": 125239, "loss_box_reg": 0.2284924634732306, "loss_cls": 0.1984421203378588, "loss_mask": 0.24965164763852954, "loss_rpn_cls": 0.048669221345335245, "loss_rpn_loc": 0.08615374824148603, "loss_sem_seg": 0.3204792281612754, "lr": 0.02, "mask_rcnn/accuracy": 0.8860520088661687, "mask_rcnn/false_negative": 0.09057957451011665, "mask_rcnn/false_positive": 0.12557676264959894, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5694277049988159, "total_loss": 1.1439055661903694} {"data_time": 0.01212046000000555, "eta_seconds": 82178.38710119651, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.4048873280655546, "fast_rcnn/fg_cls_accuracy": 0.5651968652629591, "iteration": 125259, "loss_box_reg": 0.2402039293665439, "loss_cls": 0.22067658230662346, "loss_mask": 0.25692097563296556, "loss_rpn_cls": 0.04072112974245101, "loss_rpn_loc": 0.06550285738194361, "loss_sem_seg": 0.3872893243096769, "lr": 0.02, "mask_rcnn/accuracy": 0.881055992906684, "mask_rcnn/false_negative": 0.10380297500458358, "mask_rcnn/false_positive": 0.13136659607496148, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.5543802120082546, "total_loss": 1.211252558074193} {"data_time": 0.012467072003346402, "eta_seconds": 82151.12970722732, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.3161161161161161, "fast_rcnn/fg_cls_accuracy": 0.6702182952182952, "iteration": 125279, "loss_box_reg": 0.2192523186095059, "loss_cls": 0.212543306639418, "loss_mask": 0.2574450168758631, "loss_rpn_cls": 0.04469975136453286, "loss_rpn_loc": 0.07228108530398458, "loss_sem_seg": 0.3333647702820599, "lr": 0.02, "mask_rcnn/accuracy": 0.8719408771687907, "mask_rcnn/false_negative": 0.10715473256437774, "mask_rcnn/false_positive": 0.13192191542627318, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5653715354928863, "total_loss": 1.1487452402943745} {"data_time": 0.01255650549865095, "eta_seconds": 82139.77667211738, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.44155140379851365, "fast_rcnn/fg_cls_accuracy": 0.538217382328654, "iteration": 125299, "loss_box_reg": 0.23733094008639455, "loss_cls": 0.2140796579187736, "loss_mask": 0.2604605024680495, "loss_rpn_cls": 0.04294251831015572, "loss_rpn_loc": 0.07226986670866609, "loss_sem_seg": 0.35682616103440523, "lr": 0.02, "mask_rcnn/accuracy": 0.8805578703643516, "mask_rcnn/false_negative": 0.11629719722819232, "mask_rcnn/false_positive": 0.1158023115696343, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.5604870205061161, "total_loss": 1.1734259919612668} {"data_time": 0.012140592509240378, "eta_seconds": 82227.89305456638, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.34302900461437047, "fast_rcnn/fg_cls_accuracy": 0.6183426691562195, "iteration": 125319, "loss_box_reg": 0.22796502942219377, "loss_cls": 0.227218147367239, "loss_mask": 0.2574669709429145, "loss_rpn_cls": 0.045508392504416406, "loss_rpn_loc": 0.08171431790105999, "loss_sem_seg": 0.3449413659982383, "lr": 0.02, "mask_rcnn/accuracy": 0.8935196995464852, "mask_rcnn/false_negative": 0.1008742059139329, "mask_rcnn/false_positive": 0.12391603300604657, "roi_head/num_bg_samples": 456.5, "roi_head/num_fg_samples": 55.5, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5778012629962177, "total_loss": 1.182833210521494} {"data_time": 0.01354727699799696, "eta_seconds": 82216.5262692864, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.42937911184210525, "fast_rcnn/fg_cls_accuracy": 0.5309954751131222, "iteration": 125339, "loss_box_reg": 0.24365903064608574, "loss_cls": 0.2297136653214693, "loss_mask": 0.2602732954546809, "loss_rpn_cls": 0.03984058811329305, "loss_rpn_loc": 0.0829386085679289, "loss_sem_seg": 0.3452076115645468, "lr": 0.02, "mask_rcnn/accuracy": 0.8831295018007204, "mask_rcnn/false_negative": 0.10807922136513443, "mask_rcnn/false_positive": 0.14552292522964105, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.5751911135012051, "total_loss": 1.201579004584346} {"data_time": 0.011211356002604589, "eta_seconds": 82205.15948400644, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.3594436813186813, "fast_rcnn/fg_cls_accuracy": 0.5904556650246305, "iteration": 125359, "loss_box_reg": 0.22983717964962125, "loss_cls": 0.21759323554579169, "loss_mask": 0.2521317033097148, "loss_rpn_cls": 0.04200117994332686, "loss_rpn_loc": 0.07418958249036223, "loss_sem_seg": 0.3245949517004192, "lr": 0.02, "mask_rcnn/accuracy": 0.8873457559238344, "mask_rcnn/false_negative": 0.12270734508746226, "mask_rcnn/false_positive": 0.11806845531747844, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.576674849500705, "total_loss": 1.1835093381232582} {"data_time": 0.013009409500227775, "eta_seconds": 82161.114572071, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.34240755310778914, "fast_rcnn/fg_cls_accuracy": 0.5921718854097269, "iteration": 125379, "loss_box_reg": 0.24080584640614688, "loss_cls": 0.2095526303164661, "loss_mask": 0.25480154575780034, "loss_rpn_cls": 0.03934585233218968, "loss_rpn_loc": 0.08538491719809826, "loss_sem_seg": 0.3300104895606637, "lr": 0.02, "mask_rcnn/accuracy": 0.8996663855560539, "mask_rcnn/false_negative": 0.09936171296925189, "mask_rcnn/false_positive": 0.10077619067347288, "roi_head/num_bg_samples": 461.25, "roi_head/num_fg_samples": 50.75, "rpn/num_neg_anchors": 237.5, "rpn/num_pos_anchors": 18.5, "time": 0.5556142985005863, "total_loss": 1.1513277786434628} {"data_time": 0.012664479501836468, "eta_seconds": 82065.32556436039, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.4251666183714865, "fast_rcnn/fg_cls_accuracy": 0.5397408963585434, "iteration": 125399, "loss_box_reg": 0.2201915851328522, "loss_cls": 0.19729009526781738, "loss_mask": 0.26875201892107725, "loss_rpn_cls": 0.04444106842856854, "loss_rpn_loc": 0.062423987154033966, "loss_sem_seg": 0.359901987016201, "lr": 0.02, "mask_rcnn/accuracy": 0.872491323261978, "mask_rcnn/false_negative": 0.10320969603622246, "mask_rcnn/false_positive": 0.13696850726384713, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5562781560001895, "total_loss": 1.143028953083558} {"data_time": 0.013524441994377412, "eta_seconds": 82071.65846145779, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.41507070707070703, "fast_rcnn/fg_cls_accuracy": 0.5255728155339806, "iteration": 125419, "loss_box_reg": 0.20786825544200838, "loss_cls": 0.19959284830838442, "loss_mask": 0.2560451226308942, "loss_rpn_cls": 0.03729725972516462, "loss_rpn_loc": 0.06046500064985594, "loss_sem_seg": 0.35061080753803253, "lr": 0.02, "mask_rcnn/accuracy": 0.872681810819566, "mask_rcnn/false_negative": 0.11460700137825647, "mask_rcnn/false_positive": 0.12194419493022424, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.573938444002124, "total_loss": 1.122351154597709} {"data_time": 0.012292965002416167, "eta_seconds": 82091.24986540934, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.37997835497835497, "fast_rcnn/fg_cls_accuracy": 0.607034632034632, "iteration": 125439, "loss_box_reg": 0.2397959977388382, "loss_cls": 0.2298888391815126, "loss_mask": 0.2574330447241664, "loss_rpn_cls": 0.047434008069103584, "loss_rpn_loc": 0.08091476102708839, "loss_sem_seg": 0.3530636867508292, "lr": 0.02, "mask_rcnn/accuracy": 0.8941605521224211, "mask_rcnn/false_negative": 0.08327086028412053, "mask_rcnn/false_positive": 0.11739987835620377, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5759780200096429, "total_loss": 1.197374032373773} {"data_time": 0.012688917500781827, "eta_seconds": 82096.83195996047, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.3802460082002733, "fast_rcnn/fg_cls_accuracy": 0.5902707122093023, "iteration": 125459, "loss_box_reg": 0.245578876696527, "loss_cls": 0.22704321844503284, "loss_mask": 0.2602391564287245, "loss_rpn_cls": 0.04226954412297346, "loss_rpn_loc": 0.08807146165054291, "loss_sem_seg": 0.328519094735384, "lr": 0.02, "mask_rcnn/accuracy": 0.8664308309973541, "mask_rcnn/false_negative": 0.10665020230652023, "mask_rcnn/false_positive": 0.14823293034826307, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 0.5696948415061343, "total_loss": 1.1984541441343026} {"data_time": 0.011847937501443084, "eta_seconds": 82085.47229980039, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.3657950022114109, "fast_rcnn/fg_cls_accuracy": 0.5950816407805655, "iteration": 125479, "loss_box_reg": 0.23491817875765264, "loss_cls": 0.23110621073283255, "loss_mask": 0.25148951029405, "loss_rpn_cls": 0.04515678076131735, "loss_rpn_loc": 0.07589194143656641, "loss_sem_seg": 0.3267937395721674, "lr": 0.02, "mask_rcnn/accuracy": 0.8995150820068287, "mask_rcnn/false_negative": 0.076924580868303, "mask_rcnn/false_positive": 0.1261199082594167, "roi_head/num_bg_samples": 461.25, "roi_head/num_fg_samples": 50.75, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5647072685023886, "total_loss": 1.136922958685318} {"data_time": 0.011832949006929994, "eta_seconds": 82046.14822814964, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.4047400611620795, "fast_rcnn/fg_cls_accuracy": 0.5759881677098516, "iteration": 125499, "loss_box_reg": 0.23032725369557738, "loss_cls": 0.22535908571444452, "loss_mask": 0.2601837972179055, "loss_rpn_cls": 0.04626446956535801, "loss_rpn_loc": 0.06969272563583218, "loss_sem_seg": 0.33885737555101514, "lr": 0.02, "mask_rcnn/accuracy": 0.8865455841427481, "mask_rcnn/false_negative": 0.09121378365675306, "mask_rcnn/false_positive": 0.10674112819680434, "roi_head/num_bg_samples": 459.0, "roi_head/num_fg_samples": 53.0, "rpn/num_neg_anchors": 235.25, "rpn/num_pos_anchors": 20.75, "time": 0.560259687998041, "total_loss": 1.1772568833257537} {"data_time": 0.011811605996626895, "eta_seconds": 81998.73467547249, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.2927350427350427, "fast_rcnn/fg_cls_accuracy": 0.6780232769594472, "iteration": 125519, "loss_box_reg": 0.22579650999978185, "loss_cls": 0.21382467215880752, "loss_mask": 0.2648221580311656, "loss_rpn_cls": 0.04270542605081573, "loss_rpn_loc": 0.07941654708702117, "loss_sem_seg": 0.32608818635344505, "lr": 0.02, "mask_rcnn/accuracy": 0.8797886441810767, "mask_rcnn/false_negative": 0.09906640927609262, "mask_rcnn/false_positive": 0.133118122319072, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5603201644989895, "total_loss": 1.2083793514466379} {"data_time": 0.011835643497761339, "eta_seconds": 81900.73645975141, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.309173179761415, "fast_rcnn/fg_cls_accuracy": 0.6624310661764705, "iteration": 125539, "loss_box_reg": 0.2352965078316629, "loss_cls": 0.20959298172965646, "loss_mask": 0.26166279148310423, "loss_rpn_cls": 0.04683900630334392, "loss_rpn_loc": 0.08359753433614969, "loss_sem_seg": 0.3330060592852533, "lr": 0.02, "mask_rcnn/accuracy": 0.8859095206853967, "mask_rcnn/false_negative": 0.09375653843319316, "mask_rcnn/false_positive": 0.12920408669577846, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 208.25, "rpn/num_pos_anchors": 47.75, "time": 0.5547887644934235, "total_loss": 1.1623583492764737} {"data_time": 0.012652978504775092, "eta_seconds": 81915.57592780271, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.3709127286585366, "fast_rcnn/fg_cls_accuracy": 0.6120141006097561, "iteration": 125559, "loss_box_reg": 0.23844552598893642, "loss_cls": 0.22669280227273703, "loss_mask": 0.25402654614299536, "loss_rpn_cls": 0.044415348587790504, "loss_rpn_loc": 0.07760426978347823, "loss_sem_seg": 0.30468829814344645, "lr": 0.02, "mask_rcnn/accuracy": 0.8882041879251701, "mask_rcnn/false_negative": 0.09132180009330473, "mask_rcnn/false_positive": 0.1402357871847087, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.571129315001599, "total_loss": 1.180414979768102} {"data_time": 0.013123697506671306, "eta_seconds": 81938.76650913317, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3604529076287971, "fast_rcnn/fg_cls_accuracy": 0.6154589371980677, "iteration": 125579, "loss_box_reg": 0.24394287401810288, "loss_cls": 0.21068982174620032, "loss_mask": 0.25881974771618843, "loss_rpn_cls": 0.04788653558352962, "loss_rpn_loc": 0.09676044358639047, "loss_sem_seg": 0.3109936215914786, "lr": 0.02, "mask_rcnn/accuracy": 0.8901636531805706, "mask_rcnn/false_negative": 0.08638377964935137, "mask_rcnn/false_positive": 0.12101275606367484, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5730194580028183, "total_loss": 1.1904453336610459} {"data_time": 0.012021960494166706, "eta_seconds": 81925.26823061597, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.390246464080661, "fast_rcnn/fg_cls_accuracy": 0.5810741687979539, "iteration": 125599, "loss_box_reg": 0.23317410820163786, "loss_cls": 0.216245511546731, "loss_mask": 0.2544313371181488, "loss_rpn_cls": 0.04552299968781881, "loss_rpn_loc": 0.07765306018700358, "loss_sem_seg": 0.34746111650019884, "lr": 0.02, "mask_rcnn/accuracy": 0.8957912592120181, "mask_rcnn/false_negative": 0.09321179792278222, "mask_rcnn/false_positive": 0.11500574272564695, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5630803669992019, "total_loss": 1.1829041667369893} {"data_time": 0.011788140502176248, "eta_seconds": 81913.41779076646, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.33977063723899165, "fast_rcnn/fg_cls_accuracy": 0.6039592760180996, "iteration": 125619, "loss_box_reg": 0.24191487208008766, "loss_cls": 0.22710542986169457, "loss_mask": 0.25564082339406013, "loss_rpn_cls": 0.044456087838625535, "loss_rpn_loc": 0.07973436854081228, "loss_sem_seg": 0.3029808411374688, "lr": 0.02, "mask_rcnn/accuracy": 0.8889349822769343, "mask_rcnn/false_negative": 0.09350440525055248, "mask_rcnn/false_positive": 0.1165341242221288, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5712135534995468, "total_loss": 1.1770298852643464} {"data_time": 0.01305640749342274, "eta_seconds": 81921.19827595924, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.2682434910157683, "fast_rcnn/fg_cls_accuracy": 0.7001248389175257, "iteration": 125639, "loss_box_reg": 0.22492283722385764, "loss_cls": 0.2071328153833747, "loss_mask": 0.2533909734338522, "loss_rpn_cls": 0.037672432634280995, "loss_rpn_loc": 0.0717987673706375, "loss_sem_seg": 0.31764717400074005, "lr": 0.02, "mask_rcnn/accuracy": 0.8996380829701813, "mask_rcnn/false_negative": 0.08204071399501628, "mask_rcnn/false_positive": 0.11082854026115146, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5683308750012657, "total_loss": 1.073564805508795} {"data_time": 0.012573119507578667, "eta_seconds": 81827.67357753043, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.35950913493286374, "fast_rcnn/fg_cls_accuracy": 0.6063517368686021, "iteration": 125659, "loss_box_reg": 0.20561469276435673, "loss_cls": 0.2069631724152714, "loss_mask": 0.2570591187104583, "loss_rpn_cls": 0.040475762682035565, "loss_rpn_loc": 0.07192181522259489, "loss_sem_seg": 0.3021956831216812, "lr": 0.02, "mask_rcnn/accuracy": 0.8910940320078359, "mask_rcnn/false_negative": 0.10236730217249074, "mask_rcnn/false_positive": 0.12823335748734638, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.5553053290059324, "total_loss": 1.1042545832169708} {"data_time": 0.013332244001503568, "eta_seconds": 81773.14120571382, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.3333333333333333, "fast_rcnn/fg_cls_accuracy": 0.6527088502894954, "iteration": 125679, "loss_box_reg": 0.21427696733735502, "loss_cls": 0.21118065435439348, "loss_mask": 0.24680462386459112, "loss_rpn_cls": 0.043747132702264935, "loss_rpn_loc": 0.0748658626107499, "loss_sem_seg": 0.2963886456564069, "lr": 0.02, "mask_rcnn/accuracy": 0.8941635745207174, "mask_rcnn/false_negative": 0.08797990105789674, "mask_rcnn/false_positive": 0.13112234762953845, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.5560561695019715, "total_loss": 1.092716308659874} {"data_time": 0.012909912504255772, "eta_seconds": 81900.81626071171, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.3376012145748988, "fast_rcnn/fg_cls_accuracy": 0.6367354196301565, "iteration": 125699, "loss_box_reg": 0.2370665934868157, "loss_cls": 0.20002988446503878, "loss_mask": 0.25383968092501163, "loss_rpn_cls": 0.045643468387424946, "loss_rpn_loc": 0.07860074302880093, "loss_sem_seg": 0.2845648732036352, "lr": 0.02, "mask_rcnn/accuracy": 0.8965806657196332, "mask_rcnn/false_negative": 0.08172268659309931, "mask_rcnn/false_positive": 0.12075078473040375, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5834518245028448, "total_loss": 1.0969892716093455} {"data_time": 0.012923343500006013, "eta_seconds": 81824.8365106812, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.32390105251308604, "fast_rcnn/fg_cls_accuracy": 0.6359157322460075, "iteration": 125719, "loss_box_reg": 0.2292587705887854, "loss_cls": 0.21389992209151387, "loss_mask": 0.2573985196650028, "loss_rpn_cls": 0.03978773599374108, "loss_rpn_loc": 0.05190671025775373, "loss_sem_seg": 0.2862349555362016, "lr": 0.02, "mask_rcnn/accuracy": 0.8716819235785711, "mask_rcnn/false_negative": 0.09936178491303713, "mask_rcnn/false_positive": 0.1463808905728794, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 235.25, "rpn/num_pos_anchors": 20.75, "time": 0.563551554492733, "total_loss": 1.1055428068502806} {"data_time": 0.013040026489761658, "eta_seconds": 81782.32115593017, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.2595029239766082, "fast_rcnn/fg_cls_accuracy": 0.7027972027972028, "iteration": 125739, "loss_box_reg": 0.21786803053691983, "loss_cls": 0.2216526340926066, "loss_mask": 0.25976739916950464, "loss_rpn_cls": 0.03720734574017115, "loss_rpn_loc": 0.06851155491312966, "loss_sem_seg": 0.30912912590429187, "lr": 0.02, "mask_rcnn/accuracy": 0.9042462207457018, "mask_rcnn/false_negative": 0.09324326779350245, "mask_rcnn/false_positive": 0.12176072144114998, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5590610540020862, "total_loss": 1.1291518855723552} {"data_time": 0.0129138769916608, "eta_seconds": 81727.81272755432, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.3260458993876266, "fast_rcnn/fg_cls_accuracy": 0.6263547687861272, "iteration": 125759, "loss_box_reg": 0.23970701033249497, "loss_cls": 0.1986947418190539, "loss_mask": 0.2509469664655626, "loss_rpn_cls": 0.044187052961206064, "loss_rpn_loc": 0.07308859407203272, "loss_sem_seg": 0.3068246659822762, "lr": 0.02, "mask_rcnn/accuracy": 0.8870098407451923, "mask_rcnn/false_negative": 0.10243979521304059, "mask_rcnn/false_positive": 0.12653239552516604, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.5467567245068494, "total_loss": 1.1295814535114914} {"data_time": 0.012762086495058611, "eta_seconds": 81683.69499320142, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.2591806547044826, "fast_rcnn/fg_cls_accuracy": 0.7074231766012589, "iteration": 125779, "loss_box_reg": 0.22748520504683256, "loss_cls": 0.2165106227621436, "loss_mask": 0.24776751454919577, "loss_rpn_cls": 0.04269573242345359, "loss_rpn_loc": 0.06834769988199696, "loss_sem_seg": 0.29610785376280546, "lr": 0.02, "mask_rcnn/accuracy": 0.8940207860252535, "mask_rcnn/false_negative": 0.1007788834380341, "mask_rcnn/false_positive": 0.1083494162756003, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5650580465007806, "total_loss": 1.1184377929894254} {"data_time": 0.012608097997144796, "eta_seconds": 81672.36742024143, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.2653061224489796, "fast_rcnn/fg_cls_accuracy": 0.6441400304414003, "iteration": 125799, "loss_box_reg": 0.23006245773285627, "loss_cls": 0.19339488935656846, "loss_mask": 0.24065837636590004, "loss_rpn_cls": 0.03591025777859613, "loss_rpn_loc": 0.07399563863873482, "loss_sem_seg": 0.28065192559733987, "lr": 0.02, "mask_rcnn/accuracy": 0.8884423842529713, "mask_rcnn/false_negative": 0.1087731570722293, "mask_rcnn/false_positive": 0.14047213335925837, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5683459474967094, "total_loss": 1.1231214044382796} {"data_time": 0.012680482992436737, "eta_seconds": 81630.57000420571, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3872053872053872, "fast_rcnn/fg_cls_accuracy": 0.5841194968553459, "iteration": 125819, "loss_box_reg": 0.22668348578736186, "loss_cls": 0.19828886375762522, "loss_mask": 0.24133134773001075, "loss_rpn_cls": 0.032949130865745246, "loss_rpn_loc": 0.07792426610831171, "loss_sem_seg": 0.33834797132294625, "lr": 0.02, "mask_rcnn/accuracy": 0.8820259453040524, "mask_rcnn/false_negative": 0.09415892279979814, "mask_rcnn/false_positive": 0.1266341562594982, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.5642556925013196, "total_loss": 1.1024043951765634} {"data_time": 0.013344392500584945, "eta_seconds": 81631.60817488273, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.34926970108695654, "fast_rcnn/fg_cls_accuracy": 0.6457595038659794, "iteration": 125839, "loss_box_reg": 0.2297822143882513, "loss_cls": 0.1992824657354504, "loss_mask": 0.2465445837005973, "loss_rpn_cls": 0.035359744739253074, "loss_rpn_loc": 0.08013364661019295, "loss_sem_seg": 0.26505555678159, "lr": 0.02, "mask_rcnn/accuracy": 0.876951403484982, "mask_rcnn/false_negative": 0.09196208119573714, "mask_rcnn/false_positive": 0.11075645201273202, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5714573750010459, "total_loss": 1.0886413807747886} {"data_time": 0.012570546998176724, "eta_seconds": 81676.59013799368, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3296769425675676, "fast_rcnn/fg_cls_accuracy": 0.641184543918919, "iteration": 125859, "loss_box_reg": 0.22232052159961313, "loss_cls": 0.20303754089400172, "loss_mask": 0.2615788811817765, "loss_rpn_cls": 0.040552112288423814, "loss_rpn_loc": 0.08229049286455847, "loss_sem_seg": 0.3148138513788581, "lr": 0.02, "mask_rcnn/accuracy": 0.8878697064531161, "mask_rcnn/false_negative": 0.11547166507331108, "mask_rcnn/false_positive": 0.10293571434488084, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5631589579934371, "total_loss": 1.1099329834105447} {"data_time": 0.012541069496364798, "eta_seconds": 81627.05712840143, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.3487394957983193, "fast_rcnn/fg_cls_accuracy": 0.5608325297332047, "iteration": 125879, "loss_box_reg": 0.22783739655278623, "loss_cls": 0.19242680841125548, "loss_mask": 0.25059942062944174, "loss_rpn_cls": 0.03797006020977278, "loss_rpn_loc": 0.06970174840535037, "loss_sem_seg": 0.31611156556755304, "lr": 0.02, "mask_rcnn/accuracy": 0.8886442500177154, "mask_rcnn/false_negative": 0.09390096851691121, "mask_rcnn/false_positive": 0.1193827502210323, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5577286449915846, "total_loss": 1.099943557052029} {"data_time": 0.01277958100399701, "eta_seconds": 81656.59523056989, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.3149801587301587, "fast_rcnn/fg_cls_accuracy": 0.6365079365079365, "iteration": 125899, "loss_box_reg": 0.23328746249899268, "loss_cls": 0.20778880920261145, "loss_mask": 0.2656947635114193, "loss_rpn_cls": 0.045919283089460805, "loss_rpn_loc": 0.07315437696524896, "loss_sem_seg": 0.339954967610538, "lr": 0.02, "mask_rcnn/accuracy": 0.8947027758586072, "mask_rcnn/false_negative": 0.08870979344262156, "mask_rcnn/false_positive": 0.11884928307251322, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.572607923502801, "total_loss": 1.1715668418619316} {"data_time": 0.012930203505675308, "eta_seconds": 81611.20851342074, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.3433600713012478, "fast_rcnn/fg_cls_accuracy": 0.6528520499108734, "iteration": 125919, "loss_box_reg": 0.22070733830332756, "loss_cls": 0.19481588411144912, "loss_mask": 0.24759190063923597, "loss_rpn_cls": 0.03486735181650147, "loss_rpn_loc": 0.06339224785915576, "loss_sem_seg": 0.31975375721231103, "lr": 0.02, "mask_rcnn/accuracy": 0.8927691348094606, "mask_rcnn/false_negative": 0.09794421069008594, "mask_rcnn/false_positive": 0.11215714279060235, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5591710570006398, "total_loss": 1.0543927916296525} {"data_time": 0.011946494509174954, "eta_seconds": 81584.35619781425, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.38589726543456104, "fast_rcnn/fg_cls_accuracy": 0.5935141153381642, "iteration": 125939, "loss_box_reg": 0.22991987457498908, "loss_cls": 0.20425979024730623, "loss_mask": 0.24786106403917074, "loss_rpn_cls": 0.036406663653906435, "loss_rpn_loc": 0.062371417676331475, "loss_sem_seg": 0.3157008569687605, "lr": 0.02, "mask_rcnn/accuracy": 0.9046009475218659, "mask_rcnn/false_negative": 0.09109529473087036, "mask_rcnn/false_positive": 0.10987386267679916, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5619688564984244, "total_loss": 1.0965351033955812} {"data_time": 0.012243183002283331, "eta_seconds": 81581.74683656143, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.3857758620689655, "fast_rcnn/fg_cls_accuracy": 0.5660101617132867, "iteration": 125959, "loss_box_reg": 0.23208472540136427, "loss_cls": 0.20982937165535986, "loss_mask": 0.25142703857272863, "loss_rpn_cls": 0.04710726236226037, "loss_rpn_loc": 0.09039866353850812, "loss_sem_seg": 0.3081341413781047, "lr": 0.02, "mask_rcnn/accuracy": 0.893837129494655, "mask_rcnn/false_negative": 0.09973745552053076, "mask_rcnn/false_positive": 0.12499076832527586, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.5736138810025295, "total_loss": 1.1548544663965004} {"data_time": 0.01212818250496639, "eta_seconds": 81570.41926360143, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.365863617803185, "fast_rcnn/fg_cls_accuracy": 0.6215596330275229, "iteration": 125979, "loss_box_reg": 0.23420630674809217, "loss_cls": 0.19445913238450885, "loss_mask": 0.25516344141215086, "loss_rpn_cls": 0.045906965955509804, "loss_rpn_loc": 0.08344735219725408, "loss_sem_seg": 0.30883229756727815, "lr": 0.02, "mask_rcnn/accuracy": 0.8851881081746242, "mask_rcnn/false_negative": 0.09770910675887146, "mask_rcnn/false_positive": 0.1287853355982193, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5620448335030233, "total_loss": 1.140427596110385} {"data_time": 0.011778264000895433, "eta_seconds": 81550.37710998431, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.3690286624203821, "fast_rcnn/fg_cls_accuracy": 0.5911014458681086, "iteration": 125999, "loss_box_reg": 0.22954641259275377, "loss_cls": 0.21821800665929914, "loss_mask": 0.25747363548725843, "loss_rpn_cls": 0.045003172650467604, "loss_rpn_loc": 0.0837331967195496, "loss_sem_seg": 0.26267150370404124, "lr": 0.02, "mask_rcnn/accuracy": 0.8810561308729354, "mask_rcnn/false_negative": 0.09272003321767797, "mask_rcnn/false_positive": 0.1288830080425411, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.5691324934959994, "total_loss": 1.138614056399092} {"data_time": 0.011986547004198655, "eta_seconds": 81526.70466498684, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.32669950738916254, "fast_rcnn/fg_cls_accuracy": 0.6533004926108374, "iteration": 126019, "loss_box_reg": 0.2453258358873427, "loss_cls": 0.20962213492020965, "loss_mask": 0.25592514872550964, "loss_rpn_cls": 0.04908278724178672, "loss_rpn_loc": 0.07409103296231478, "loss_sem_seg": 0.32245718920603395, "lr": 0.02, "mask_rcnn/accuracy": 0.8863802482251981, "mask_rcnn/false_negative": 0.0928367574682296, "mask_rcnn/false_positive": 0.13235450954175587, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.562236090991064, "total_loss": 1.1516686577233486} {"data_time": 0.012156398501247168, "eta_seconds": 81569.16305399608, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.3446206701807229, "fast_rcnn/fg_cls_accuracy": 0.6337302334337349, "iteration": 126039, "loss_box_reg": 0.2297433556523174, "loss_cls": 0.19391498481854796, "loss_mask": 0.2588948952034116, "loss_rpn_cls": 0.03867670567706227, "loss_rpn_loc": 0.06276497672661208, "loss_sem_seg": 0.3067456893622875, "lr": 0.02, "mask_rcnn/accuracy": 0.8701447315437437, "mask_rcnn/false_negative": 0.10095199763305, "mask_rcnn/false_positive": 0.13601752296198472, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5778061720047845, "total_loss": 1.1303710425563622} {"data_time": 0.012963957495230716, "eta_seconds": 81631.79883344579, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.34487179487179487, "fast_rcnn/fg_cls_accuracy": 0.6373626373626373, "iteration": 126059, "loss_box_reg": 0.22882248647511005, "loss_cls": 0.2040631426498294, "loss_mask": 0.2548565506003797, "loss_rpn_cls": 0.04656902578426525, "loss_rpn_loc": 0.08314277097815648, "loss_sem_seg": 0.33232218073680997, "lr": 0.02, "mask_rcnn/accuracy": 0.89247797333219, "mask_rcnn/false_negative": 0.08679909352175413, "mask_rcnn/false_positive": 0.13796749464072747, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.571948559001612, "total_loss": 1.1559268998389598} {"data_time": 0.012774809998518322, "eta_seconds": 81643.97895628827, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.3137571631860313, "fast_rcnn/fg_cls_accuracy": 0.6800699973077958, "iteration": 126079, "loss_box_reg": 0.23488529329188168, "loss_cls": 0.2113581884186715, "loss_mask": 0.2513001631014049, "loss_rpn_cls": 0.03836927766678855, "loss_rpn_loc": 0.07809440701385029, "loss_sem_seg": 0.34651375911198556, "lr": 0.02, "mask_rcnn/accuracy": 0.876701426184509, "mask_rcnn/false_negative": 0.09203684263177729, "mask_rcnn/false_positive": 0.15209237534330108, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5688937265003915, "total_loss": 1.15420835428813} {"data_time": 0.012282660500204656, "eta_seconds": 81630.00961513167, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.36095544970579996, "fast_rcnn/fg_cls_accuracy": 0.6162029459901801, "iteration": 126099, "loss_box_reg": 0.2267011282965541, "loss_cls": 0.19839041610248387, "loss_mask": 0.2510350560769439, "loss_rpn_cls": 0.04106884104839992, "loss_rpn_loc": 0.07630804972723126, "loss_sem_seg": 0.3375954916700721, "lr": 0.02, "mask_rcnn/accuracy": 0.883837082207312, "mask_rcnn/false_negative": 0.105822940836552, "mask_rcnn/false_positive": 0.12288408528158742, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5733830770041095, "total_loss": 1.1029067931231111} {"data_time": 0.012773135502357036, "eta_seconds": 81618.66431390164, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.30110150585610707, "fast_rcnn/fg_cls_accuracy": 0.6164835164835165, "iteration": 126119, "loss_box_reg": 0.21824729070067406, "loss_cls": 0.20500179985538125, "loss_mask": 0.2575217457488179, "loss_rpn_cls": 0.03585205489798682, "loss_rpn_loc": 0.06531711044954136, "loss_sem_seg": 0.3176800210494548, "lr": 0.02, "mask_rcnn/accuracy": 0.9050866889649586, "mask_rcnn/false_negative": 0.09473061575711078, "mask_rcnn/false_positive": 0.10943380194917454, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.5605645524992724, "total_loss": 1.1727209677919745} {"data_time": 0.013533628996810876, "eta_seconds": 81607.3190126716, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.3891891891891892, "fast_rcnn/fg_cls_accuracy": 0.5527777777777778, "iteration": 126139, "loss_box_reg": 0.26147522684186697, "loss_cls": 0.21946490509435534, "loss_mask": 0.26298148836940527, "loss_rpn_cls": 0.053306296293158084, "loss_rpn_loc": 0.09225175017490983, "loss_sem_seg": 0.3161381296813488, "lr": 0.02, "mask_rcnn/accuracy": 0.8823950066137567, "mask_rcnn/false_negative": 0.09328581469774229, "mask_rcnn/false_positive": 0.13904557617237956, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5649162984991563, "total_loss": 1.2610381640843116} {"data_time": 0.013628939501359127, "eta_seconds": 81531.90340712054, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.35329036635006783, "fast_rcnn/fg_cls_accuracy": 0.6103896103896104, "iteration": 126159, "loss_box_reg": 0.22557856049388647, "loss_cls": 0.22190225287340581, "loss_mask": 0.24624113738536835, "loss_rpn_cls": 0.04374648079829058, "loss_rpn_loc": 0.08844598801806569, "loss_sem_seg": 0.2835861823987216, "lr": 0.02, "mask_rcnn/accuracy": 0.8853221301915332, "mask_rcnn/false_negative": 0.08988068567975639, "mask_rcnn/false_positive": 0.1283322589150684, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5634892975067487, "total_loss": 1.1169732710404787} {"data_time": 0.013261619496915955, "eta_seconds": 81463.93778228, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.3378994237820848, "fast_rcnn/fg_cls_accuracy": 0.6314736437091188, "iteration": 126179, "loss_box_reg": 0.24050590163096786, "loss_cls": 0.22404111875221133, "loss_mask": 0.2473046239465475, "loss_rpn_cls": 0.046791538574325386, "loss_rpn_loc": 0.07655090012121946, "loss_sem_seg": 0.34312076959758997, "lr": 0.02, "mask_rcnn/accuracy": 0.8820407283792638, "mask_rcnn/false_negative": 0.12326561461618299, "mask_rcnn/false_positive": 0.11092532261522553, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.5716107389962417, "total_loss": 1.1802777888951823} {"data_time": 0.01262198399490444, "eta_seconds": 81409.7537615374, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.3855308219178082, "fast_rcnn/fg_cls_accuracy": 0.5870070568700706, "iteration": 126199, "loss_box_reg": 0.22755153104662895, "loss_cls": 0.19761145405936986, "loss_mask": 0.25309755839407444, "loss_rpn_cls": 0.04002745231264271, "loss_rpn_loc": 0.08037379913730547, "loss_sem_seg": 0.28805965231731534, "lr": 0.02, "mask_rcnn/accuracy": 0.8709584431791932, "mask_rcnn/false_negative": 0.09675043570594849, "mask_rcnn/false_positive": 0.1566267183967418, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.5594769980016281, "total_loss": 1.1059896779042901} {"data_time": 0.012146627996116877, "eta_seconds": 81390.62705956984, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.28470111448834856, "fast_rcnn/fg_cls_accuracy": 0.6360426929392446, "iteration": 126219, "loss_box_reg": 0.22836107201874256, "loss_cls": 0.21287409542128444, "loss_mask": 0.2465923000127077, "loss_rpn_cls": 0.03809275248204358, "loss_rpn_loc": 0.07809298962820321, "loss_sem_seg": 0.2978984508663416, "lr": 0.02, "mask_rcnn/accuracy": 0.9000049878282637, "mask_rcnn/false_negative": 0.08584296149559814, "mask_rcnn/false_positive": 0.12817158993319386, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5613503264976316, "total_loss": 1.1351988714450272} {"data_time": 0.01341028049500892, "eta_seconds": 81379.30558773983, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3947417664670659, "fast_rcnn/fg_cls_accuracy": 0.5747316267547482, "iteration": 126239, "loss_box_reg": 0.23455057526007295, "loss_cls": 0.2290723412297666, "loss_mask": 0.265576898586005, "loss_rpn_cls": 0.04265614680480212, "loss_rpn_loc": 0.07326433464186266, "loss_sem_seg": 0.3016854184679687, "lr": 0.02, "mask_rcnn/accuracy": 0.8750283932065976, "mask_rcnn/false_negative": 0.09891604310233565, "mask_rcnn/false_positive": 0.14036875632476487, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5714354739975533, "total_loss": 1.1623875617515296} {"data_time": 0.012493089503550436, "eta_seconds": 81430.6364327363, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.29738141832075293, "fast_rcnn/fg_cls_accuracy": 0.6968262021534473, "iteration": 126259, "loss_box_reg": 0.24584176344797015, "loss_cls": 0.21709727123379707, "loss_mask": 0.24579967325553298, "loss_rpn_cls": 0.03814739239169285, "loss_rpn_loc": 0.08626211388036609, "loss_sem_seg": 0.29677060805261135, "lr": 0.02, "mask_rcnn/accuracy": 0.893912145603583, "mask_rcnn/false_negative": 0.09346413759543766, "mask_rcnn/false_positive": 0.10056033697078104, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5721823160056374, "total_loss": 1.1861439360654913} {"data_time": 0.013345513500098605, "eta_seconds": 81419.30624351642, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.2936730123180291, "fast_rcnn/fg_cls_accuracy": 0.6226415094339622, "iteration": 126279, "loss_box_reg": 0.24301797011867166, "loss_cls": 0.20486541418358684, "loss_mask": 0.2548506329767406, "loss_rpn_cls": 0.04508767768857069, "loss_rpn_loc": 0.07811451458837837, "loss_sem_seg": 0.2607885403558612, "lr": 0.02, "mask_rcnn/accuracy": 0.8977219597245394, "mask_rcnn/false_negative": 0.09311446095308054, "mask_rcnn/false_positive": 0.11547308271502116, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5639977925020503, "total_loss": 1.1285008226404898} {"data_time": 0.011949958498007618, "eta_seconds": 81452.54865793917, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.32210048694112436, "fast_rcnn/fg_cls_accuracy": 0.6086711975626904, "iteration": 126299, "loss_box_reg": 0.22075053304433823, "loss_cls": 0.21269338217098266, "loss_mask": 0.261394870467484, "loss_rpn_cls": 0.03968538067420013, "loss_rpn_loc": 0.07451265025883913, "loss_sem_seg": 0.3212765622884035, "lr": 0.02, "mask_rcnn/accuracy": 0.8923762738177978, "mask_rcnn/false_negative": 0.10278609219424481, "mask_rcnn/false_positive": 0.13289594905482802, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5740859570069006, "total_loss": 1.1111040181713179} {"data_time": 0.012423743501130957, "eta_seconds": 81396.64586507666, "fast_rcnn/cls_accuracy": 0.90771484375, "fast_rcnn/false_negative": 0.3972507488232777, "fast_rcnn/fg_cls_accuracy": 0.5691692073170731, "iteration": 126319, "loss_box_reg": 0.23601198056712747, "loss_cls": 0.2097865983378142, "loss_mask": 0.26453943364322186, "loss_rpn_cls": 0.039389883750118315, "loss_rpn_loc": 0.07449215394444764, "loss_sem_seg": 0.29835832701064646, "lr": 0.02, "mask_rcnn/accuracy": 0.8722601268097699, "mask_rcnn/false_negative": 0.10354252314807226, "mask_rcnn/false_positive": 0.14152820649703704, "roi_head/num_bg_samples": 428.5, "roi_head/num_fg_samples": 83.5, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.5649422479982604, "total_loss": 1.122969715645013} {"data_time": 0.01224895950872451, "eta_seconds": 81397.95719797781, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.2801869158878505, "fast_rcnn/fg_cls_accuracy": 0.7012987012987013, "iteration": 126339, "loss_box_reg": 0.24007974716369063, "loss_cls": 0.2025004797615111, "loss_mask": 0.25512944255024195, "loss_rpn_cls": 0.04437780744046904, "loss_rpn_loc": 0.0780656932038255, "loss_sem_seg": 0.28610619995743036, "lr": 0.02, "mask_rcnn/accuracy": 0.8832188411078716, "mask_rcnn/false_negative": 0.09416385974638683, "mask_rcnn/false_positive": 0.14151454436721594, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5682120604978991, "total_loss": 1.1466450926673133} {"data_time": 0.012238733994308859, "eta_seconds": 81359.02448742118, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.2820324005891016, "fast_rcnn/fg_cls_accuracy": 0.6233027407593663, "iteration": 126359, "loss_box_reg": 0.2122409304138273, "loss_cls": 0.20288761286064982, "loss_mask": 0.2511538742110133, "loss_rpn_cls": 0.03735144162783399, "loss_rpn_loc": 0.07023214729269966, "loss_sem_seg": 0.2845170700456947, "lr": 0.02, "mask_rcnn/accuracy": 0.9063779357897005, "mask_rcnn/false_negative": 0.09412539828457643, "mask_rcnn/false_positive": 0.12344471599045588, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5579585035011405, "total_loss": 1.0243300313595682} {"data_time": 0.01265856950340094, "eta_seconds": 81375.29329971789, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.2545209176788124, "fast_rcnn/fg_cls_accuracy": 0.7263157894736842, "iteration": 126379, "loss_box_reg": 0.24203172698616982, "loss_cls": 0.22292420774465427, "loss_mask": 0.25117895659059286, "loss_rpn_cls": 0.042001404603070114, "loss_rpn_loc": 0.0723170330747962, "loss_sem_seg": 0.2870135405100882, "lr": 0.02, "mask_rcnn/accuracy": 0.8909718624449182, "mask_rcnn/false_negative": 0.09347514134944729, "mask_rcnn/false_positive": 0.11015045094363408, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5618578965004417, "total_loss": 1.0935585670231376} {"data_time": 0.013037101496593095, "eta_seconds": 81438.9780832539, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3400197628458498, "fast_rcnn/fg_cls_accuracy": 0.615228282446356, "iteration": 126399, "loss_box_reg": 0.24946791678667068, "loss_cls": 0.22312549967318773, "loss_mask": 0.2554075913503766, "loss_rpn_cls": 0.04638847513706423, "loss_rpn_loc": 0.08459637901978567, "loss_sem_seg": 0.3119184300303459, "lr": 0.02, "mask_rcnn/accuracy": 0.8899583409631935, "mask_rcnn/false_negative": 0.09045647185398623, "mask_rcnn/false_positive": 0.12581311356048272, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5748435225032154, "total_loss": 1.1466628742637113} {"data_time": 0.012834724999265745, "eta_seconds": 81459.8492314264, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.3176196946318771, "fast_rcnn/fg_cls_accuracy": 0.64283198696925, "iteration": 126419, "loss_box_reg": 0.2448594740126282, "loss_cls": 0.21423953725025058, "loss_mask": 0.24855825025588274, "loss_rpn_cls": 0.04126916924724355, "loss_rpn_loc": 0.08483625022927299, "loss_sem_seg": 0.2907993062399328, "lr": 0.02, "mask_rcnn/accuracy": 0.9111856732215449, "mask_rcnn/false_negative": 0.06891164750523185, "mask_rcnn/false_positive": 0.1083655172285109, "roi_head/num_bg_samples": 458.25, "roi_head/num_fg_samples": 53.75, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.58193666900479, "total_loss": 1.0957720160949975} {"data_time": 0.012031013997329865, "eta_seconds": 81409.08832088026, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.34090592334494774, "fast_rcnn/fg_cls_accuracy": 0.6358387257341962, "iteration": 126439, "loss_box_reg": 0.24288095347583294, "loss_cls": 0.21937521314248443, "loss_mask": 0.2737851310521364, "loss_rpn_cls": 0.04147607530467212, "loss_rpn_loc": 0.07757641456555575, "loss_sem_seg": 0.33315282640978694, "lr": 0.02, "mask_rcnn/accuracy": 0.8759259226338618, "mask_rcnn/false_negative": 0.09898569271388954, "mask_rcnn/false_positive": 0.1321201659665303, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5740253390031285, "total_loss": 1.2052687832328957} {"data_time": 0.011845030501717702, "eta_seconds": 81317.3345405375, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.3825051242313653, "fast_rcnn/fg_cls_accuracy": 0.573253953313253, "iteration": 126459, "loss_box_reg": 0.23578095342963934, "loss_cls": 0.22063848096877337, "loss_mask": 0.2551936190575361, "loss_rpn_cls": 0.04095604941539932, "loss_rpn_loc": 0.06322653632378206, "loss_sem_seg": 0.3136204360052943, "lr": 0.02, "mask_rcnn/accuracy": 0.8901064863763122, "mask_rcnn/false_negative": 0.11003918028936943, "mask_rcnn/false_positive": 0.11917475279695343, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.5601783309975872, "total_loss": 1.1458087579812855} {"data_time": 0.012505491496995091, "eta_seconds": 81318.63355406807, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.3659678858162355, "fast_rcnn/fg_cls_accuracy": 0.6256953359007275, "iteration": 126479, "loss_box_reg": 0.22339881770312786, "loss_cls": 0.1911835102364421, "loss_mask": 0.24766643065959215, "loss_rpn_cls": 0.05098812669166364, "loss_rpn_loc": 0.08498328959103674, "loss_sem_seg": 0.29303385654930025, "lr": 0.02, "mask_rcnn/accuracy": 0.8903002070393375, "mask_rcnn/false_negative": 0.08582446123524042, "mask_rcnn/false_positive": 0.12186341048155325, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5690781199955381, "total_loss": 1.1019768416881561} {"data_time": 0.011489167001855094, "eta_seconds": 81312.84268181451, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.2332593532022828, "fast_rcnn/fg_cls_accuracy": 0.6904659188955997, "iteration": 126499, "loss_box_reg": 0.2380492091178894, "loss_cls": 0.21913489745929837, "loss_mask": 0.2567401025444269, "loss_rpn_cls": 0.04165682371240109, "loss_rpn_loc": 0.07909879158250988, "loss_sem_seg": 0.32135828118771315, "lr": 0.02, "mask_rcnn/accuracy": 0.8880417076469143, "mask_rcnn/false_negative": 0.10261343572764856, "mask_rcnn/false_positive": 0.119543039157357, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5688092479977058, "total_loss": 1.198408876778558} {"data_time": 0.011725617499905638, "eta_seconds": 81394.15858268629, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.38869646932474156, "fast_rcnn/fg_cls_accuracy": 0.5732842021397678, "iteration": 126519, "loss_box_reg": 0.2514439271762967, "loss_cls": 0.22635842114686966, "loss_mask": 0.27048900350928307, "loss_rpn_cls": 0.04387720412341878, "loss_rpn_loc": 0.0919608362019062, "loss_sem_seg": 0.32597384229302406, "lr": 0.02, "mask_rcnn/accuracy": 0.8774931919278008, "mask_rcnn/false_negative": 0.1026740520135497, "mask_rcnn/false_positive": 0.1388105702290482, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5742907844978618, "total_loss": 1.2442993929289514} {"data_time": 0.012061854999046773, "eta_seconds": 81419.16065562586, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.4049689440993789, "fast_rcnn/fg_cls_accuracy": 0.5904856013551666, "iteration": 126539, "loss_box_reg": 0.24793168879114091, "loss_cls": 0.22861931141233072, "loss_mask": 0.2554643014445901, "loss_rpn_cls": 0.04733448114711791, "loss_rpn_loc": 0.08495178306475282, "loss_sem_seg": 0.3195030754432082, "lr": 0.02, "mask_rcnn/accuracy": 0.8687446072178872, "mask_rcnn/false_negative": 0.11538709389765442, "mask_rcnn/false_positive": 0.14681326133494, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5748353085000417, "total_loss": 1.1987678964796942} {"data_time": 0.012918910491862334, "eta_seconds": 81380.42104181636, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.3320327868852459, "fast_rcnn/fg_cls_accuracy": 0.6461920529801324, "iteration": 126559, "loss_box_reg": 0.24130842741578817, "loss_cls": 0.2234089206904173, "loss_mask": 0.2552932212129235, "loss_rpn_cls": 0.04489554325118661, "loss_rpn_loc": 0.08963797497563064, "loss_sem_seg": 0.27326749404892325, "lr": 0.02, "mask_rcnn/accuracy": 0.8835284079196417, "mask_rcnn/false_negative": 0.10092900058615957, "mask_rcnn/false_positive": 0.1162933481066014, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5621201304966235, "total_loss": 1.148422204889357} {"data_time": 0.012697550999291707, "eta_seconds": 81234.41532021103, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.27872340425531916, "fast_rcnn/fg_cls_accuracy": 0.6857685009487666, "iteration": 126579, "loss_box_reg": 0.22846716362982988, "loss_cls": 0.20302100299159065, "loss_mask": 0.2499821800738573, "loss_rpn_cls": 0.04112945243832655, "loss_rpn_loc": 0.0811963242595084, "loss_sem_seg": 0.3107565799728036, "lr": 0.02, "mask_rcnn/accuracy": 0.884220838609364, "mask_rcnn/false_negative": 0.105686204239935, "mask_rcnn/false_positive": 0.13355061472777138, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.5393387459989754, "total_loss": 1.1015937120246235} {"data_time": 0.011960385498241521, "eta_seconds": 81226.0389088988, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.3597750511247444, "fast_rcnn/fg_cls_accuracy": 0.6165806472554939, "iteration": 126599, "loss_box_reg": 0.24114613817073405, "loss_cls": 0.22233386849984527, "loss_mask": 0.2602134384214878, "loss_rpn_cls": 0.04840510064968839, "loss_rpn_loc": 0.08552268939092755, "loss_sem_seg": 0.30711983842775226, "lr": 0.02, "mask_rcnn/accuracy": 0.8995900749135983, "mask_rcnn/false_negative": 0.09350966554622231, "mask_rcnn/false_positive": 0.09954474011882147, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5638321310034371, "total_loss": 1.2131688049412332} {"data_time": 0.012470218498492613, "eta_seconds": 81203.0820481845, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.3504464285714286, "fast_rcnn/fg_cls_accuracy": 0.5956632653061225, "iteration": 126619, "loss_box_reg": 0.223471790086478, "loss_cls": 0.2052114624530077, "loss_mask": 0.24267393071204424, "loss_rpn_cls": 0.04456572589697316, "loss_rpn_loc": 0.0760293627390638, "loss_sem_seg": 0.3158742464147508, "lr": 0.02, "mask_rcnn/accuracy": 0.9012766219370401, "mask_rcnn/false_negative": 0.08941111361407794, "mask_rcnn/false_positive": 0.10733156413639319, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5560190295000211, "total_loss": 1.093640441482421} {"data_time": 0.013983279503008816, "eta_seconds": 81147.29353073805, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.3345588235294118, "fast_rcnn/fg_cls_accuracy": 0.545343137254902, "iteration": 126639, "loss_box_reg": 0.22464420180767775, "loss_cls": 0.1946556840557605, "loss_mask": 0.24436672311276197, "loss_rpn_cls": 0.039065485645551234, "loss_rpn_loc": 0.07968216150766239, "loss_sem_seg": 0.29952606186270714, "lr": 0.02, "mask_rcnn/accuracy": 0.8979856282840306, "mask_rcnn/false_negative": 0.08231188300813436, "mask_rcnn/false_positive": 0.11138330081770915, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5534149220038671, "total_loss": 1.090526171028614} {"data_time": 0.012361507004243322, "eta_seconds": 81190.1256328329, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.33734194612424406, "fast_rcnn/fg_cls_accuracy": 0.6207022921108742, "iteration": 126659, "loss_box_reg": 0.2419391144067049, "loss_cls": 0.22853594133630395, "loss_mask": 0.25454561971127987, "loss_rpn_cls": 0.04483649833127856, "loss_rpn_loc": 0.07876246668456588, "loss_sem_seg": 0.3039979115128517, "lr": 0.02, "mask_rcnn/accuracy": 0.8709383428696154, "mask_rcnn/false_negative": 0.10417329257244247, "mask_rcnn/false_positive": 0.141008327696099, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5703994260038598, "total_loss": 1.2090123609814327} {"data_time": 0.012608908000402153, "eta_seconds": 81194.35903579026, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.31636639030612246, "fast_rcnn/fg_cls_accuracy": 0.6530189043209876, "iteration": 126679, "loss_box_reg": 0.2513647652231157, "loss_cls": 0.23186716623604298, "loss_mask": 0.2571999737992883, "loss_rpn_cls": 0.04440580238588154, "loss_rpn_loc": 0.08893294085282832, "loss_sem_seg": 0.3002286893315613, "lr": 0.02, "mask_rcnn/accuracy": 0.8894463826965714, "mask_rcnn/false_negative": 0.09467443672442385, "mask_rcnn/false_positive": 0.11639286373644178, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5588017094923998, "total_loss": 1.148351017778623} {"data_time": 0.012672944998485036, "eta_seconds": 81125.09546069319, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.31285714285714283, "fast_rcnn/fg_cls_accuracy": 0.6322463768115942, "iteration": 126699, "loss_box_reg": 0.2450288739055395, "loss_cls": 0.2115100345108658, "loss_mask": 0.2583420528098941, "loss_rpn_cls": 0.0378039664356038, "loss_rpn_loc": 0.06885260093258694, "loss_sem_seg": 0.3025513384491205, "lr": 0.02, "mask_rcnn/accuracy": 0.8952002157040422, "mask_rcnn/false_negative": 0.09456196197064626, "mask_rcnn/false_positive": 0.10168086957897234, "roi_head/num_bg_samples": 463.0, "roi_head/num_fg_samples": 49.0, "rpn/num_neg_anchors": 236.0, "rpn/num_pos_anchors": 20.0, "time": 0.5633320359920617, "total_loss": 1.1377449908177368} {"data_time": 0.01282984950375976, "eta_seconds": 81146.44756938453, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.35749902610050643, "fast_rcnn/fg_cls_accuracy": 0.6425009738994936, "iteration": 126719, "loss_box_reg": 0.2213390856049955, "loss_cls": 0.20130240614525974, "loss_mask": 0.2513210754841566, "loss_rpn_cls": 0.04631768469698727, "loss_rpn_loc": 0.0796612099657068, "loss_sem_seg": 0.31039012130349874, "lr": 0.02, "mask_rcnn/accuracy": 0.8720935335143232, "mask_rcnn/false_negative": 0.11203698830262837, "mask_rcnn/false_positive": 0.12971661660381317, "roi_head/num_bg_samples": 432.5, "roi_head/num_fg_samples": 79.5, "rpn/num_neg_anchors": 206.25, "rpn/num_pos_anchors": 49.75, "time": 0.5711275659996318, "total_loss": 1.1251469698472647} {"data_time": 0.01278419149457477, "eta_seconds": 81187.58972852846, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.33813475135861626, "fast_rcnn/fg_cls_accuracy": 0.5798786653185035, "iteration": 126739, "loss_box_reg": 0.218954456737265, "loss_cls": 0.19757059286348522, "loss_mask": 0.24147301446646452, "loss_rpn_cls": 0.044193756228196435, "loss_rpn_loc": 0.07651447021635249, "loss_sem_seg": 0.3129979455843568, "lr": 0.02, "mask_rcnn/accuracy": 0.8978311495052567, "mask_rcnn/false_negative": 0.09311608437403895, "mask_rcnn/false_positive": 0.11025354831132972, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5669015465027769, "total_loss": 1.079490672564134} {"data_time": 0.01215369349665707, "eta_seconds": 81249.68657393601, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.31036811887875715, "fast_rcnn/fg_cls_accuracy": 0.6561273297047666, "iteration": 126759, "loss_box_reg": 0.23328165570273995, "loss_cls": 0.2142691717017442, "loss_mask": 0.25016051437705755, "loss_rpn_cls": 0.036660834346548654, "loss_rpn_loc": 0.07451784273143858, "loss_sem_seg": 0.3141085929237306, "lr": 0.02, "mask_rcnn/accuracy": 0.8896267746228926, "mask_rcnn/false_negative": 0.10130038249704071, "mask_rcnn/false_positive": 0.1111405305007982, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5644155059999321, "total_loss": 1.1148592434765305} {"data_time": 0.012410921997798141, "eta_seconds": 81210.57269487443, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.262531328320802, "fast_rcnn/fg_cls_accuracy": 0.737468671679198, "iteration": 126779, "loss_box_reg": 0.23379779164679348, "loss_cls": 0.2036459913942963, "loss_mask": 0.24984401324763894, "loss_rpn_cls": 0.04293628750019707, "loss_rpn_loc": 0.07864252221770585, "loss_sem_seg": 0.30204281816259027, "lr": 0.02, "mask_rcnn/accuracy": 0.9018729334068123, "mask_rcnn/false_negative": 0.09484013518618525, "mask_rcnn/false_positive": 0.1027383741472915, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5627498215035303, "total_loss": 1.0987842048052698} {"data_time": 0.012702195002930239, "eta_seconds": 81263.81646493796, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.2818354800936768, "fast_rcnn/fg_cls_accuracy": 0.6877055921052632, "iteration": 126799, "loss_box_reg": 0.25217191979754716, "loss_cls": 0.21782023832201958, "loss_mask": 0.26247125677764416, "loss_rpn_cls": 0.0500696420785971, "loss_rpn_loc": 0.08086517127230763, "loss_sem_seg": 0.3266977076418698, "lr": 0.02, "mask_rcnn/accuracy": 0.8889926830775045, "mask_rcnn/false_negative": 0.08868310066135057, "mask_rcnn/false_positive": 0.11102558019415575, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 201.5, "rpn/num_pos_anchors": 54.5, "time": 0.5860759210045217, "total_loss": 1.2089515555417165} {"data_time": 0.013386390499363188, "eta_seconds": 81270.59148800366, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.376821310449629, "fast_rcnn/fg_cls_accuracy": 0.5785396336243793, "iteration": 126819, "loss_box_reg": 0.22442595520988107, "loss_cls": 0.21414279961027205, "loss_mask": 0.24801784940063953, "loss_rpn_cls": 0.038978311175014824, "loss_rpn_loc": 0.06907924130791798, "loss_sem_seg": 0.3078612186945975, "lr": 0.02, "mask_rcnn/accuracy": 0.8812548079098601, "mask_rcnn/false_negative": 0.10149613572388519, "mask_rcnn/false_positive": 0.13605001415963336, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.5710011680057505, "total_loss": 1.119534177298192} {"data_time": 0.012063684996974189, "eta_seconds": 81247.8338467882, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.39138219834806215, "fast_rcnn/fg_cls_accuracy": 0.5804893092105263, "iteration": 126839, "loss_box_reg": 0.2493941723369062, "loss_cls": 0.21695319702848792, "loss_mask": 0.2576683312654495, "loss_rpn_cls": 0.04138844026601873, "loss_rpn_loc": 0.07875552168115973, "loss_sem_seg": 0.337594473734498, "lr": 0.02, "mask_rcnn/accuracy": 0.8737688087996374, "mask_rcnn/false_negative": 0.11358952331369046, "mask_rcnn/false_positive": 0.14608008597484673, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5721785854984773, "total_loss": 1.1920482316927519} {"data_time": 0.011622928992437664, "eta_seconds": 81266.46145600686, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.303646408839779, "fast_rcnn/fg_cls_accuracy": 0.6589532121600341, "iteration": 126859, "loss_box_reg": 0.2267000563442707, "loss_cls": 0.2197176511399448, "loss_mask": 0.2589196730405092, "loss_rpn_cls": 0.03273825498763472, "loss_rpn_loc": 0.06264481751713902, "loss_sem_seg": 0.3346374719403684, "lr": 0.02, "mask_rcnn/accuracy": 0.8968272952745455, "mask_rcnn/false_negative": 0.0919992953849989, "mask_rcnn/false_positive": 0.10851170752085028, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5700992775018676, "total_loss": 1.1701153475733008} {"data_time": 0.0124594965018332, "eta_seconds": 81288.53405302367, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.3142562168955921, "fast_rcnn/fg_cls_accuracy": 0.652902902902903, "iteration": 126879, "loss_box_reg": 0.21248455066233873, "loss_cls": 0.1917521497234702, "loss_mask": 0.25185137521475554, "loss_rpn_cls": 0.04309979948448017, "loss_rpn_loc": 0.06841519090812653, "loss_sem_seg": 0.34198425244539976, "lr": 0.02, "mask_rcnn/accuracy": 0.8943131816218551, "mask_rcnn/false_negative": 0.11026993762608477, "mask_rcnn/false_positive": 0.10182924142945361, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5757559515041066, "total_loss": 1.1149532643321436} {"data_time": 0.012124647502787411, "eta_seconds": 81277.17463909378, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.326217553935089, "fast_rcnn/fg_cls_accuracy": 0.5953752502349144, "iteration": 126899, "loss_box_reg": 0.2422626819461584, "loss_cls": 0.21236276300624013, "loss_mask": 0.27005764935165644, "loss_rpn_cls": 0.04596822400344536, "loss_rpn_loc": 0.0793395129730925, "loss_sem_seg": 0.2863845298998058, "lr": 0.02, "mask_rcnn/accuracy": 0.8830693226081052, "mask_rcnn/false_negative": 0.10273828171820323, "mask_rcnn/false_positive": 0.1394957784270382, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.5695149749953998, "total_loss": 1.1851033398197615} {"data_time": 0.012682790991675574, "eta_seconds": 81297.36065232166, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.3481839561013849, "fast_rcnn/fg_cls_accuracy": 0.6334473212831786, "iteration": 126919, "loss_box_reg": 0.20968105481006205, "loss_cls": 0.1989929808769375, "loss_mask": 0.2520903693512082, "loss_rpn_cls": 0.03600042413745541, "loss_rpn_loc": 0.06455734765040688, "loss_sem_seg": 0.3598170904442668, "lr": 0.02, "mask_rcnn/accuracy": 0.8890710034013606, "mask_rcnn/false_negative": 0.08922949198388283, "mask_rcnn/false_positive": 0.1238725401933073, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5701503489981405, "total_loss": 1.1429242736921879} {"data_time": 0.0133948729999247, "eta_seconds": 81295.76124226928, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.3096542280041082, "fast_rcnn/fg_cls_accuracy": 0.6669438059373014, "iteration": 126939, "loss_box_reg": 0.21945065772160888, "loss_cls": 0.1954410563921556, "loss_mask": 0.25338676339015365, "loss_rpn_cls": 0.041875324764987454, "loss_rpn_loc": 0.07170172943733633, "loss_sem_seg": 0.35222000209614635, "lr": 0.02, "mask_rcnn/accuracy": 0.9009872151539852, "mask_rcnn/false_negative": 0.08313811007470272, "mask_rcnn/false_positive": 0.11151975740132461, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5755070770028397, "total_loss": 1.1321657648077235} {"data_time": 0.012576858498505317, "eta_seconds": 81270.66712200842, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.2841975308641975, "fast_rcnn/fg_cls_accuracy": 0.6762573099415206, "iteration": 126959, "loss_box_reg": 0.2096015540882945, "loss_cls": 0.1832144851796329, "loss_mask": 0.2478205682709813, "loss_rpn_cls": 0.035920346272177994, "loss_rpn_loc": 0.07432571449317038, "loss_sem_seg": 0.32060520607046783, "lr": 0.02, "mask_rcnn/accuracy": 0.9031953809309953, "mask_rcnn/false_negative": 0.08422187645142556, "mask_rcnn/false_positive": 0.11437092990802344, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5630068914979347, "total_loss": 1.0832109917828348} {"data_time": 0.012493995498516597, "eta_seconds": 81267.99488112619, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.3551537298387097, "fast_rcnn/fg_cls_accuracy": 0.6318027210884354, "iteration": 126979, "loss_box_reg": 0.2410001140087843, "loss_cls": 0.218380821403116, "loss_mask": 0.2608645469881594, "loss_rpn_cls": 0.0497344158065971, "loss_rpn_loc": 0.08951699000317603, "loss_sem_seg": 0.3460627105087042, "lr": 0.02, "mask_rcnn/accuracy": 0.882805096980614, "mask_rcnn/false_negative": 0.10620806552561678, "mask_rcnn/false_positive": 0.15531337951152174, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.5757426740019582, "total_loss": 1.1868404874403495} {"data_time": 0.011785106995375827, "eta_seconds": 81296.61833821228, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.3318965517241379, "fast_rcnn/fg_cls_accuracy": 0.6326464336324988, "iteration": 126999, "loss_box_reg": 0.248637483920902, "loss_cls": 0.214906619861722, "loss_mask": 0.24519442161545157, "loss_rpn_cls": 0.04105576404253952, "loss_rpn_loc": 0.06821087835123762, "loss_sem_seg": 0.2916029132902622, "lr": 0.02, "mask_rcnn/accuracy": 0.8856625415457267, "mask_rcnn/false_negative": 0.09260515197614158, "mask_rcnn/false_positive": 0.09635964886943844, "roi_head/num_bg_samples": 469.0, "roi_head/num_fg_samples": 43.0, "rpn/num_neg_anchors": 238.25, "rpn/num_pos_anchors": 17.75, "time": 0.5870597949979128, "total_loss": 1.1477425629273057} {"data_time": 0.013314217496372294, "eta_seconds": 81303.63697614183, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.3554862255709913, "fast_rcnn/fg_cls_accuracy": 0.6059179028333725, "iteration": 127019, "loss_box_reg": 0.22539855865761638, "loss_cls": 0.21632394299376756, "loss_mask": 0.2513334578834474, "loss_rpn_cls": 0.04820673129870556, "loss_rpn_loc": 0.07690751744667068, "loss_sem_seg": 0.3021993306465447, "lr": 0.02, "mask_rcnn/accuracy": 0.8963802595381242, "mask_rcnn/false_negative": 0.08433686876411978, "mask_rcnn/false_positive": 0.11958871510149982, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5635022485002992, "total_loss": 1.108953885617666} {"data_time": 0.011806905502453446, "eta_seconds": 81254.99418025222, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.4288869025711131, "fast_rcnn/fg_cls_accuracy": 0.5350877192982456, "iteration": 127039, "loss_box_reg": 0.23224031832069159, "loss_cls": 0.2199787232093513, "loss_mask": 0.2502210894599557, "loss_rpn_cls": 0.044346935872454196, "loss_rpn_loc": 0.07531207334250212, "loss_sem_seg": 0.3093393067829311, "lr": 0.02, "mask_rcnn/accuracy": 0.8772633127599381, "mask_rcnn/false_negative": 0.11380365876401954, "mask_rcnn/false_positive": 0.13763989355977058, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5662374519961304, "total_loss": 1.1366568983648904} {"data_time": 0.012877314002253115, "eta_seconds": 81220.03833650934, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.38165266106442575, "fast_rcnn/fg_cls_accuracy": 0.5884932920536636, "iteration": 127059, "loss_box_reg": 0.22587954811751842, "loss_cls": 0.20727475290186703, "loss_mask": 0.254577930085361, "loss_rpn_cls": 0.03776243669562973, "loss_rpn_loc": 0.07477954475325532, "loss_sem_seg": 0.3347675516270101, "lr": 0.02, "mask_rcnn/accuracy": 0.8686916234747868, "mask_rcnn/false_negative": 0.10850225869662045, "mask_rcnn/false_positive": 0.13246456355729888, "roi_head/num_bg_samples": 458.75, "roi_head/num_fg_samples": 53.25, "rpn/num_neg_anchors": 234.5, "rpn/num_pos_anchors": 21.5, "time": 0.5667732150031952, "total_loss": 1.1546515869558789} {"data_time": 0.012393059500027448, "eta_seconds": 81200.02290763812, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3558191018342821, "fast_rcnn/fg_cls_accuracy": 0.5965298142717498, "iteration": 127079, "loss_box_reg": 0.23515849420800805, "loss_cls": 0.2246969137340784, "loss_mask": 0.2555184196680784, "loss_rpn_cls": 0.04158220885437913, "loss_rpn_loc": 0.08281713136238977, "loss_sem_seg": 0.3354586367495358, "lr": 0.02, "mask_rcnn/accuracy": 0.9103068851217693, "mask_rcnn/false_negative": 0.08791189052946162, "mask_rcnn/false_positive": 0.13114497373606723, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.565708344009181, "total_loss": 1.1693863155087456} {"data_time": 0.012539521500002593, "eta_seconds": 81150.62430963268, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.3214285714285714, "fast_rcnn/fg_cls_accuracy": 0.650820035460993, "iteration": 127099, "loss_box_reg": 0.22525441739708185, "loss_cls": 0.2175882994197309, "loss_mask": 0.24184711836278439, "loss_rpn_cls": 0.041733160163857974, "loss_rpn_loc": 0.07222611596807837, "loss_sem_seg": 0.34113093884661794, "lr": 0.02, "mask_rcnn/accuracy": 0.9037618271514956, "mask_rcnn/false_negative": 0.08764177982080881, "mask_rcnn/false_positive": 0.11660551168358181, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5659474695057725, "total_loss": 1.1528997458226513} {"data_time": 0.012562392992549576, "eta_seconds": 81139.26670901272, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.27052730696798494, "fast_rcnn/fg_cls_accuracy": 0.6432201944397067, "iteration": 127119, "loss_box_reg": 0.21538226027041674, "loss_cls": 0.1955077792517841, "loss_mask": 0.2513579884544015, "loss_rpn_cls": 0.04708632864640094, "loss_rpn_loc": 0.07818576553836465, "loss_sem_seg": 0.3029350806027651, "lr": 0.02, "mask_rcnn/accuracy": 0.8987924372192003, "mask_rcnn/false_negative": 0.09100642317791467, "mask_rcnn/false_positive": 0.12091259212796229, "roi_head/num_bg_samples": 456.25, "roi_head/num_fg_samples": 55.75, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5646512349994737, "total_loss": 1.1206623841135297} {"data_time": 0.012180749501567334, "eta_seconds": 81140.86167193504, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.3294993894993895, "fast_rcnn/fg_cls_accuracy": 0.626189676408017, "iteration": 127139, "loss_box_reg": 0.24972787406295538, "loss_cls": 0.23516132961958647, "loss_mask": 0.2699475307017565, "loss_rpn_cls": 0.04688405216438696, "loss_rpn_loc": 0.08326292724814266, "loss_sem_seg": 0.32327491231262684, "lr": 0.02, "mask_rcnn/accuracy": 0.899636120682039, "mask_rcnn/false_negative": 0.08118276454431583, "mask_rcnn/false_positive": 0.12612460863520428, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5740320365002844, "total_loss": 1.246564112661872} {"data_time": 0.012109761497413274, "eta_seconds": 81163.2176634089, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.32025383395029083, "fast_rcnn/fg_cls_accuracy": 0.6366120218579234, "iteration": 127159, "loss_box_reg": 0.22976075112819672, "loss_cls": 0.2166087212972343, "loss_mask": 0.24604176729917526, "loss_rpn_cls": 0.05038618095568381, "loss_rpn_loc": 0.09257816537865438, "loss_sem_seg": 0.3037479626946151, "lr": 0.02, "mask_rcnn/accuracy": 0.9021316028883537, "mask_rcnn/false_negative": 0.0692957911471362, "mask_rcnn/false_positive": 0.10953148420739306, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5700853980015381, "total_loss": 1.1682551394333132} {"data_time": 0.012783560996467713, "eta_seconds": 81102.28878597388, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.30006620324395894, "fast_rcnn/fg_cls_accuracy": 0.6678690344062153, "iteration": 127179, "loss_box_reg": 0.2246719105169177, "loss_cls": 0.19425977999344468, "loss_mask": 0.24619747698307037, "loss_rpn_cls": 0.04083017542143352, "loss_rpn_loc": 0.07631105635664426, "loss_sem_seg": 0.32014163630083203, "lr": 0.02, "mask_rcnn/accuracy": 0.893201964823066, "mask_rcnn/false_negative": 0.07728022983924887, "mask_rcnn/false_positive": 0.11070610520234031, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5507554985015304, "total_loss": 1.1140453347470611} {"data_time": 0.012993476491828915, "eta_seconds": 81093.83630653289, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3585254137115839, "fast_rcnn/fg_cls_accuracy": 0.5688742383378285, "iteration": 127199, "loss_box_reg": 0.23615414439700544, "loss_cls": 0.2000569007359445, "loss_mask": 0.2592118550091982, "loss_rpn_cls": 0.03692556716850959, "loss_rpn_loc": 0.08057186647783965, "loss_sem_seg": 0.30168184032663703, "lr": 0.02, "mask_rcnn/accuracy": 0.874691393623052, "mask_rcnn/false_negative": 0.09489618894753113, "mask_rcnn/false_positive": 0.13612148024427373, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.563683342494187, "total_loss": 1.1217015344591346} {"data_time": 0.012677000493567903, "eta_seconds": 81171.54749231326, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.2769791890152328, "fast_rcnn/fg_cls_accuracy": 0.6945397983265393, "iteration": 127219, "loss_box_reg": 0.24768519680947065, "loss_cls": 0.22539728740230203, "loss_mask": 0.26385037414729595, "loss_rpn_cls": 0.052507770305965096, "loss_rpn_loc": 0.08814222778892145, "loss_sem_seg": 0.2884568350855261, "lr": 0.02, "mask_rcnn/accuracy": 0.8754061603350439, "mask_rcnn/false_negative": 0.11713516282126515, "mask_rcnn/false_positive": 0.14495246272116347, "roi_head/num_bg_samples": 458.5, "roi_head/num_fg_samples": 53.5, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5772356235029292, "total_loss": 1.1943687550374307} {"data_time": 0.0127597595055704, "eta_seconds": 81117.76112492854, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.3933184451955577, "fast_rcnn/fg_cls_accuracy": 0.5538875598086124, "iteration": 127239, "loss_box_reg": 0.2316569190006703, "loss_cls": 0.20199140952900052, "loss_mask": 0.2587377727031708, "loss_rpn_cls": 0.04482814099173993, "loss_rpn_loc": 0.07155969724408351, "loss_sem_seg": 0.30510424356907606, "lr": 0.02, "mask_rcnn/accuracy": 0.8560964970403746, "mask_rcnn/false_negative": 0.12400130522235539, "mask_rcnn/false_positive": 0.1560494401277599, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5640195244995994, "total_loss": 1.13182839716319} {"data_time": 0.012252269494638313, "eta_seconds": 81127.1476050186, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.3482903117666778, "fast_rcnn/fg_cls_accuracy": 0.6215607999686901, "iteration": 127259, "loss_box_reg": 0.23008999694138765, "loss_cls": 0.20826395764015615, "loss_mask": 0.2571240635588765, "loss_rpn_cls": 0.0420452015241608, "loss_rpn_loc": 0.07741408073343337, "loss_sem_seg": 0.3323082299903035, "lr": 0.02, "mask_rcnn/accuracy": 0.8824478130337554, "mask_rcnn/false_negative": 0.10873445231529902, "mask_rcnn/false_positive": 0.129581479180094, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5722668759990484, "total_loss": 1.1474628878349904} {"data_time": 0.012402865504554939, "eta_seconds": 81157.2488629728, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.35912698412698413, "fast_rcnn/fg_cls_accuracy": 0.601025641025641, "iteration": 127279, "loss_box_reg": 0.23941629100590944, "loss_cls": 0.223086231155321, "loss_mask": 0.2519149137660861, "loss_rpn_cls": 0.04572482290677726, "loss_rpn_loc": 0.07762536114023533, "loss_sem_seg": 0.32156183291226625, "lr": 0.02, "mask_rcnn/accuracy": 0.9029675066312997, "mask_rcnn/false_negative": 0.08415613251229898, "mask_rcnn/false_positive": 0.0991025538956995, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5738066345074913, "total_loss": 1.1766380356857553} {"data_time": 0.011521640997671057, "eta_seconds": 81133.1472951645, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.3403193612774451, "fast_rcnn/fg_cls_accuracy": 0.5972305581754265, "iteration": 127299, "loss_box_reg": 0.22218060493469238, "loss_cls": 0.21564263361506164, "loss_mask": 0.2406754931434989, "loss_rpn_cls": 0.04322209025849588, "loss_rpn_loc": 0.0745215076894965, "loss_sem_seg": 0.3606313420459628, "lr": 0.02, "mask_rcnn/accuracy": 0.9048395555827122, "mask_rcnn/false_negative": 0.09122505218009214, "mask_rcnn/false_positive": 0.1158638415749109, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5684019309992436, "total_loss": 1.1716748855105834} {"data_time": 0.013687651997315697, "eta_seconds": 81093.04647880889, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.35357894736842105, "fast_rcnn/fg_cls_accuracy": 0.6046972700930303, "iteration": 127319, "loss_box_reg": 0.2445055851712823, "loss_cls": 0.22451784880831838, "loss_mask": 0.2530362121760845, "loss_rpn_cls": 0.055160074203740805, "loss_rpn_loc": 0.08178835830767639, "loss_sem_seg": 0.3154150675982237, "lr": 0.02, "mask_rcnn/accuracy": 0.888855478476832, "mask_rcnn/false_negative": 0.09990441620501705, "mask_rcnn/false_positive": 0.1085964617675515, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5630840654994245, "total_loss": 1.2426724189717788} {"data_time": 0.012926270501338877, "eta_seconds": 81081.24432152777, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.37708504238446816, "fast_rcnn/fg_cls_accuracy": 0.5532637449059841, "iteration": 127339, "loss_box_reg": 0.24870903883129358, "loss_cls": 0.21981284907087684, "loss_mask": 0.26275885850191116, "loss_rpn_cls": 0.04084723969572224, "loss_rpn_loc": 0.08145086123840883, "loss_sem_seg": 0.3507394017651677, "lr": 0.02, "mask_rcnn/accuracy": 0.8890494375461029, "mask_rcnn/false_negative": 0.0945701506731944, "mask_rcnn/false_positive": 0.135922504910501, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5676146975019947, "total_loss": 1.217526360123884} {"data_time": 0.013167677498131525, "eta_seconds": 81111.75745029325, "fast_rcnn/cls_accuracy": 0.91357421875, "fast_rcnn/false_negative": 0.3858852507961783, "fast_rcnn/fg_cls_accuracy": 0.5491391333621892, "iteration": 127359, "loss_box_reg": 0.2090635122731328, "loss_cls": 0.1942311159800738, "loss_mask": 0.25910021970048547, "loss_rpn_cls": 0.04260846832767129, "loss_rpn_loc": 0.08277223460027017, "loss_sem_seg": 0.3622565628029406, "lr": 0.02, "mask_rcnn/accuracy": 0.8701796332586198, "mask_rcnn/false_negative": 0.11415631778167616, "mask_rcnn/false_positive": 0.14218269669039935, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5727996525019989, "total_loss": 1.1661342801526189} {"data_time": 0.011881607497343794, "eta_seconds": 81080.58687711396, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.34342830882352937, "fast_rcnn/fg_cls_accuracy": 0.6565716911764705, "iteration": 127379, "loss_box_reg": 0.23292554868385196, "loss_cls": 0.2142407358624041, "loss_mask": 0.2628611121326685, "loss_rpn_cls": 0.040234143554698676, "loss_rpn_loc": 0.07092147308867425, "loss_sem_seg": 0.339781335555017, "lr": 0.02, "mask_rcnn/accuracy": 0.8721961440826331, "mask_rcnn/false_negative": 0.08976851843895534, "mask_rcnn/false_positive": 0.15216470386686498, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5627890084942919, "total_loss": 1.150201089476468} {"data_time": 0.01314217450999422, "eta_seconds": 81011.39045602777, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.3548683404776485, "fast_rcnn/fg_cls_accuracy": 0.5930802204531538, "iteration": 127399, "loss_box_reg": 0.2103750198148191, "loss_cls": 0.20197684271261096, "loss_mask": 0.25487569347023964, "loss_rpn_cls": 0.04058168409392238, "loss_rpn_loc": 0.07989988103508949, "loss_sem_seg": 0.30231489753350616, "lr": 0.02, "mask_rcnn/accuracy": 0.8862708719851577, "mask_rcnn/false_negative": 0.08728300372255826, "mask_rcnn/false_positive": 0.1134787674983207, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 235.75, "rpn/num_pos_anchors": 20.25, "time": 0.5559605509915855, "total_loss": 1.1206360286741983} {"data_time": 0.013772830505331513, "eta_seconds": 80957.14789499543, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.305989110707804, "fast_rcnn/fg_cls_accuracy": 0.636266447368421, "iteration": 127419, "loss_box_reg": 0.22707585897296667, "loss_cls": 0.21327794389799237, "loss_mask": 0.26573366299271584, "loss_rpn_cls": 0.04314053425332531, "loss_rpn_loc": 0.08401944959769025, "loss_sem_seg": 0.345669117057696, "lr": 0.02, "mask_rcnn/accuracy": 0.8973875278856482, "mask_rcnn/false_negative": 0.10323356198649, "mask_rcnn/false_positive": 0.12575890172105525, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.5628779510007007, "total_loss": 1.1587119054456707} {"data_time": 0.013011051501962356, "eta_seconds": 80868.34332691607, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.3508281573498965, "fast_rcnn/fg_cls_accuracy": 0.5747604529616724, "iteration": 127439, "loss_box_reg": 0.24222500761970878, "loss_cls": 0.2203077543526888, "loss_mask": 0.25039178179576993, "loss_rpn_cls": 0.041797799698542804, "loss_rpn_loc": 0.06948376366199227, "loss_sem_seg": 0.37217940483242273, "lr": 0.02, "mask_rcnn/accuracy": 0.8820957261962561, "mask_rcnn/false_negative": 0.10139007731970562, "mask_rcnn/false_positive": 0.1381137179422689, "roi_head/num_bg_samples": 457.5, "roi_head/num_fg_samples": 54.5, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5619137075045728, "total_loss": 1.1924213691454497} {"data_time": 0.012534947498352267, "eta_seconds": 80889.00418338072, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.35808497784937576, "fast_rcnn/fg_cls_accuracy": 0.6336342229199372, "iteration": 127459, "loss_box_reg": 0.22685714403633028, "loss_cls": 0.20974527345970273, "loss_mask": 0.2529864916577935, "loss_rpn_cls": 0.03792200854513794, "loss_rpn_loc": 0.07020352827385068, "loss_sem_seg": 0.34017733251675963, "lr": 0.02, "mask_rcnn/accuracy": 0.9065051020408164, "mask_rcnn/false_negative": 0.07868118748715364, "mask_rcnn/false_positive": 0.1186042154064971, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.562308334003319, "total_loss": 1.1271172107954044} {"data_time": 0.011946771999646444, "eta_seconds": 80843.15148289164, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.28556499460625673, "fast_rcnn/fg_cls_accuracy": 0.636038961038961, "iteration": 127479, "loss_box_reg": 0.27219426759984344, "loss_cls": 0.22884354600682855, "loss_mask": 0.26521141920238733, "loss_rpn_cls": 0.04939419234870002, "loss_rpn_loc": 0.08173501120472793, "loss_sem_seg": 0.3476076740771532, "lr": 0.02, "mask_rcnn/accuracy": 0.8935893024973147, "mask_rcnn/false_negative": 0.09157955310168318, "mask_rcnn/false_positive": 0.11258139874807076, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5615208134913701, "total_loss": 1.2575631389772752} {"data_time": 0.012941814005898777, "eta_seconds": 80790.16004658511, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.3708669074742984, "fast_rcnn/fg_cls_accuracy": 0.560145478232548, "iteration": 127499, "loss_box_reg": 0.21544943377375603, "loss_cls": 0.21563350735232234, "loss_mask": 0.2473606988787651, "loss_rpn_cls": 0.041214227210730314, "loss_rpn_loc": 0.07351694913813844, "loss_sem_seg": 0.34552020812407136, "lr": 0.02, "mask_rcnn/accuracy": 0.8965422436085702, "mask_rcnn/false_negative": 0.07880886253703873, "mask_rcnn/false_positive": 0.12793454120209724, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.562742377500399, "total_loss": 1.116201495344285} {"data_time": 0.013360845994611736, "eta_seconds": 80751.0071553378, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.3295846845904383, "fast_rcnn/fg_cls_accuracy": 0.6092906961442295, "iteration": 127519, "loss_box_reg": 0.23953629471361637, "loss_cls": 0.22740648221224546, "loss_mask": 0.2523331241682172, "loss_rpn_cls": 0.04593599587678909, "loss_rpn_loc": 0.07679151601041667, "loss_sem_seg": 0.38123299181461334, "lr": 0.02, "mask_rcnn/accuracy": 0.8956279790827896, "mask_rcnn/false_negative": 0.09054738335413814, "mask_rcnn/false_positive": 0.1271325386978652, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.55818700150121, "total_loss": 1.2362476560520008} {"data_time": 0.012325179995968938, "eta_seconds": 80660.90583937604, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.3581505707323329, "fast_rcnn/fg_cls_accuracy": 0.5517153619057314, "iteration": 127539, "loss_box_reg": 0.2514180704019964, "loss_cls": 0.23139043850824237, "loss_mask": 0.26724385283887386, "loss_rpn_cls": 0.04926823476125719, "loss_rpn_loc": 0.0908502799575217, "loss_sem_seg": 0.3121216702274978, "lr": 0.02, "mask_rcnn/accuracy": 0.8856880178265616, "mask_rcnn/false_negative": 0.10162530916335363, "mask_rcnn/false_positive": 0.13657416370809755, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.5597413319992484, "total_loss": 1.2063499288778985} {"data_time": 0.012439695005014073, "eta_seconds": 80718.95808506549, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.3122372372372373, "fast_rcnn/fg_cls_accuracy": 0.6353535353535353, "iteration": 127559, "loss_box_reg": 0.23458072519861162, "loss_cls": 0.20694947941228747, "loss_mask": 0.25883723609149456, "loss_rpn_cls": 0.046544464963517385, "loss_rpn_loc": 0.06927935488056391, "loss_sem_seg": 0.32791102956980467, "lr": 0.02, "mask_rcnn/accuracy": 0.899718006860864, "mask_rcnn/false_negative": 0.08306188573026002, "mask_rcnn/false_positive": 0.11247683448646856, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.5684735230024671, "total_loss": 1.1428522009809967} {"data_time": 0.012189220498839859, "eta_seconds": 80744.80448554535, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.30488380880408084, "fast_rcnn/fg_cls_accuracy": 0.6737453183520599, "iteration": 127579, "loss_box_reg": 0.23625434574205428, "loss_cls": 0.21848826063796878, "loss_mask": 0.26277268026024103, "loss_rpn_cls": 0.04574421001598239, "loss_rpn_loc": 0.08570305572357029, "loss_sem_seg": 0.33803009474650025, "lr": 0.02, "mask_rcnn/accuracy": 0.8844360009628851, "mask_rcnn/false_negative": 0.0894663155172082, "mask_rcnn/false_positive": 0.14510426247016062, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.5638490554993041, "total_loss": 1.2343110267538577} {"data_time": 0.012301491500693373, "eta_seconds": 80756.89739512053, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.32832640332640334, "fast_rcnn/fg_cls_accuracy": 0.6323758905348864, "iteration": 127599, "loss_box_reg": 0.249566909391433, "loss_cls": 0.21806578477844596, "loss_mask": 0.2583198547363281, "loss_rpn_cls": 0.045158369408454746, "loss_rpn_loc": 0.08058662887196988, "loss_sem_seg": 0.3525296812877059, "lr": 0.02, "mask_rcnn/accuracy": 0.8954388086403393, "mask_rcnn/false_negative": 0.09597766280392853, "mask_rcnn/false_positive": 0.12392437912146216, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5717790039998363, "total_loss": 1.2408581797935767} {"data_time": 0.013522217501304112, "eta_seconds": 80771.43751700828, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.26819557778362724, "fast_rcnn/fg_cls_accuracy": 0.6805814194082351, "iteration": 127619, "loss_box_reg": 0.2358965310268104, "loss_cls": 0.21264201682060957, "loss_mask": 0.2615689761005342, "loss_rpn_cls": 0.03858305115136318, "loss_rpn_loc": 0.07071366265881807, "loss_sem_seg": 0.3251607632264495, "lr": 0.02, "mask_rcnn/accuracy": 0.8696792510144511, "mask_rcnn/false_negative": 0.09553216159032232, "mask_rcnn/false_positive": 0.16152081187427259, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5677390630007721, "total_loss": 1.1740025601757225} {"data_time": 0.012909117504023015, "eta_seconds": 80786.85798858057, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.2954652810581011, "fast_rcnn/fg_cls_accuracy": 0.6407329105003523, "iteration": 127639, "loss_box_reg": 0.24669049680233002, "loss_cls": 0.2301757917739451, "loss_mask": 0.2596775535494089, "loss_rpn_cls": 0.04611783586733509, "loss_rpn_loc": 0.08386639249511063, "loss_sem_seg": 0.3296624328941107, "lr": 0.02, "mask_rcnn/accuracy": 0.8883236434108527, "mask_rcnn/false_negative": 0.09582552749638967, "mask_rcnn/false_positive": 0.13069643074350523, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5650349229981657, "total_loss": 1.2178301822423236} {"data_time": 0.012376979495456908, "eta_seconds": 80748.74588328833, "fast_rcnn/cls_accuracy": 0.9140625, "fast_rcnn/false_negative": 0.361328125, "fast_rcnn/fg_cls_accuracy": 0.5814700071839081, "iteration": 127659, "loss_box_reg": 0.25108843110501766, "loss_cls": 0.2368560149334371, "loss_mask": 0.2461385866627097, "loss_rpn_cls": 0.03683799083228223, "loss_rpn_loc": 0.0791795083496254, "loss_sem_seg": 0.29295731824822724, "lr": 0.02, "mask_rcnn/accuracy": 0.883028083028083, "mask_rcnn/false_negative": 0.10533111658177023, "mask_rcnn/false_positive": 0.1288972829385011, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5658458590041846, "total_loss": 1.1799679550604196} {"data_time": 0.012186621497676242, "eta_seconds": 80818.35894097219, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.3641020646669264, "fast_rcnn/fg_cls_accuracy": 0.5970607235142118, "iteration": 127679, "loss_box_reg": 0.2419449621811509, "loss_cls": 0.21543079521507025, "loss_mask": 0.25646110996603966, "loss_rpn_cls": 0.03677931544370949, "loss_rpn_loc": 0.07760965565103106, "loss_sem_seg": 0.3262943709269166, "lr": 0.02, "mask_rcnn/accuracy": 0.8912960445167077, "mask_rcnn/false_negative": 0.0877182738827467, "mask_rcnn/false_positive": 0.12089958517832487, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 207.0, "rpn/num_pos_anchors": 49.0, "time": 0.5737124789957306, "total_loss": 1.1566818780265749} {"data_time": 0.012606873497134075, "eta_seconds": 80771.52781531136, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.314908508305928, "fast_rcnn/fg_cls_accuracy": 0.6691542288557214, "iteration": 127699, "loss_box_reg": 0.20431947731412947, "loss_cls": 0.20028191932942718, "loss_mask": 0.2562323650345206, "loss_rpn_cls": 0.03159614180913195, "loss_rpn_loc": 0.06436863892304245, "loss_sem_seg": 0.3292439077049494, "lr": 0.02, "mask_rcnn/accuracy": 0.8921836314893351, "mask_rcnn/false_negative": 0.09804654513378794, "mask_rcnn/false_positive": 0.11518281673831976, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5559733320042142, "total_loss": 1.1163907848385861} {"data_time": 0.011872723007400054, "eta_seconds": 80725.08093013283, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.26020572163291544, "fast_rcnn/fg_cls_accuracy": 0.671422893481717, "iteration": 127719, "loss_box_reg": 0.2271076226606965, "loss_cls": 0.2210923726670444, "loss_mask": 0.24973880173638463, "loss_rpn_cls": 0.04434629587922245, "loss_rpn_loc": 0.07223558879923075, "loss_sem_seg": 0.29713988211005926, "lr": 0.02, "mask_rcnn/accuracy": 0.9052389234818448, "mask_rcnn/false_negative": 0.08377709078952042, "mask_rcnn/false_positive": 0.11263623818587853, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5601339655040647, "total_loss": 1.120810969849117} {"data_time": 0.012276118504814804, "eta_seconds": 80635.36669455183, "fast_rcnn/cls_accuracy": 0.9140625, "fast_rcnn/false_negative": 0.41855551286976567, "fast_rcnn/fg_cls_accuracy": 0.5414759725400458, "iteration": 127739, "loss_box_reg": 0.23949232324957848, "loss_cls": 0.22119598230347037, "loss_mask": 0.2558262222446501, "loss_rpn_cls": 0.04465566438739188, "loss_rpn_loc": 0.07020424836082384, "loss_sem_seg": 0.3345337202772498, "lr": 0.02, "mask_rcnn/accuracy": 0.8748732519086772, "mask_rcnn/false_negative": 0.10995357815271715, "mask_rcnn/false_positive": 0.14624964063219326, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.5610098480028682, "total_loss": 1.1658801222511102} {"data_time": 0.011914952992810868, "eta_seconds": 80624.03043701188, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3555900621118012, "fast_rcnn/fg_cls_accuracy": 0.6086224489795918, "iteration": 127759, "loss_box_reg": 0.2161393566057086, "loss_cls": 0.20325246988795698, "loss_mask": 0.25073165353387594, "loss_rpn_cls": 0.04542395254247822, "loss_rpn_loc": 0.08666914532659575, "loss_sem_seg": 0.32126715034246445, "lr": 0.02, "mask_rcnn/accuracy": 0.9016620678883798, "mask_rcnn/false_negative": 0.0899478056308029, "mask_rcnn/false_positive": 0.11201813342492603, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5666211525021936, "total_loss": 1.141313503292622} {"data_time": 0.012153671501437202, "eta_seconds": 80654.81776414096, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.33225979602791195, "fast_rcnn/fg_cls_accuracy": 0.6173362628164889, "iteration": 127779, "loss_box_reg": 0.24110158253461123, "loss_cls": 0.22080235416069627, "loss_mask": 0.25708898063749075, "loss_rpn_cls": 0.04832469573011622, "loss_rpn_loc": 0.0784545412461739, "loss_sem_seg": 0.3179745748639107, "lr": 0.02, "mask_rcnn/accuracy": 0.8808617045527194, "mask_rcnn/false_negative": 0.09948241220893378, "mask_rcnn/false_positive": 0.1443223796314283, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5781975080026314, "total_loss": 1.1855659059656318} {"data_time": 0.013108454499160871, "eta_seconds": 80592.31735105866, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3041035950804163, "fast_rcnn/fg_cls_accuracy": 0.6356521739130434, "iteration": 127799, "loss_box_reg": 0.2335962397919502, "loss_cls": 0.21190423099324107, "loss_mask": 0.25330184772610664, "loss_rpn_cls": 0.039691584766842425, "loss_rpn_loc": 0.08701166161336005, "loss_sem_seg": 0.3121489267796278, "lr": 0.02, "mask_rcnn/accuracy": 0.9022927051200861, "mask_rcnn/false_negative": 0.0910467696084171, "mask_rcnn/false_positive": 0.11541429968079264, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5799192820049939, "total_loss": 1.2154572984145489} {"data_time": 0.01288475000183098, "eta_seconds": 80570.3273210779, "fast_rcnn/cls_accuracy": 0.91357421875, "fast_rcnn/false_negative": 0.32293599257884975, "fast_rcnn/fg_cls_accuracy": 0.6408445821005917, "iteration": 127819, "loss_box_reg": 0.2365918275900185, "loss_cls": 0.19861699221655726, "loss_mask": 0.25512597849592566, "loss_rpn_cls": 0.0409664616745431, "loss_rpn_loc": 0.06660113960970193, "loss_sem_seg": 0.29898209124803543, "lr": 0.02, "mask_rcnn/accuracy": 0.8639995735455903, "mask_rcnn/false_negative": 0.10530932261425129, "mask_rcnn/false_positive": 0.14324802948779825, "roi_head/num_bg_samples": 427.0, "roi_head/num_fg_samples": 85.0, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.5638753335006186, "total_loss": 1.1484785289503634} {"data_time": 0.012083140994946007, "eta_seconds": 80528.93339361812, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3098644578313253, "fast_rcnn/fg_cls_accuracy": 0.6067972350230415, "iteration": 127839, "loss_box_reg": 0.23241815995424986, "loss_cls": 0.20573754463111982, "loss_mask": 0.25394840398803353, "loss_rpn_cls": 0.04111239078338258, "loss_rpn_loc": 0.07176997466012836, "loss_sem_seg": 0.29338377248495817, "lr": 0.02, "mask_rcnn/accuracy": 0.8903416450777202, "mask_rcnn/false_negative": 0.0854015061139217, "mask_rcnn/false_positive": 0.12602947201557743, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 234.25, "rpn/num_pos_anchors": 21.75, "time": 0.5659529865006334, "total_loss": 1.0900695252566948} {"data_time": 0.012392468990583438, "eta_seconds": 80534.73553690914, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.4218193120596767, "fast_rcnn/fg_cls_accuracy": 0.565043514297555, "iteration": 127859, "loss_box_reg": 0.23513380950316787, "loss_cls": 0.2222909787669778, "loss_mask": 0.2474775011651218, "loss_rpn_cls": 0.04710350568348076, "loss_rpn_loc": 0.0739475863520056, "loss_sem_seg": 0.31434513442218304, "lr": 0.02, "mask_rcnn/accuracy": 0.8888715105492514, "mask_rcnn/false_negative": 0.09420419492213356, "mask_rcnn/false_positive": 0.13911689495284027, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5840493910000077, "total_loss": 1.1331254686811008} {"data_time": 0.011799294996308163, "eta_seconds": 80437.08248619453, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.32120023249055507, "fast_rcnn/fg_cls_accuracy": 0.6531707317073171, "iteration": 127879, "loss_box_reg": 0.22161285299807787, "loss_cls": 0.2098469401244074, "loss_mask": 0.25221868976950645, "loss_rpn_cls": 0.04167209833394736, "loss_rpn_loc": 0.07125945642474107, "loss_sem_seg": 0.3131961291655898, "lr": 0.02, "mask_rcnn/accuracy": 0.8732516839659696, "mask_rcnn/false_negative": 0.11155257526777373, "mask_rcnn/false_positive": 0.11125034154588917, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5555809610013966, "total_loss": 1.1056116434338037} {"data_time": 0.012040893496305216, "eta_seconds": 80403.6580185453, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.31937056737588654, "fast_rcnn/fg_cls_accuracy": 0.6362980372752762, "iteration": 127899, "loss_box_reg": 0.23284187726676464, "loss_cls": 0.21632248582318425, "loss_mask": 0.26711678598076105, "loss_rpn_cls": 0.04368328521377407, "loss_rpn_loc": 0.07344229356385767, "loss_sem_seg": 0.3263795110397041, "lr": 0.02, "mask_rcnn/accuracy": 0.8983008096855764, "mask_rcnn/false_negative": 0.0845963771800047, "mask_rcnn/false_positive": 0.12388756257568329, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5601542545045959, "total_loss": 1.1411959987017326} {"data_time": 0.012418682003044523, "eta_seconds": 80338.40616802276, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.34071778389960206, "fast_rcnn/fg_cls_accuracy": 0.5940262692599141, "iteration": 127919, "loss_box_reg": 0.2287585185840726, "loss_cls": 0.20853588718455285, "loss_mask": 0.25449651619419456, "loss_rpn_cls": 0.04495811501692515, "loss_rpn_loc": 0.06807278277119622, "loss_sem_seg": 0.3166101695969701, "lr": 0.02, "mask_rcnn/accuracy": 0.8956848145477664, "mask_rcnn/false_negative": 0.0900469036374347, "mask_rcnn/false_positive": 0.1047091430627881, "roi_head/num_bg_samples": 455.5, "roi_head/num_fg_samples": 56.5, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5499058300047182, "total_loss": 1.108956905271043} {"data_time": 0.012789833504939452, "eta_seconds": 80263.46069976213, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.223859649122807, "fast_rcnn/fg_cls_accuracy": 0.7292138574283811, "iteration": 127939, "loss_box_reg": 0.20111424569040537, "loss_cls": 0.18259550048969686, "loss_mask": 0.25400237645953894, "loss_rpn_cls": 0.04192053487349767, "loss_rpn_loc": 0.07054549062740989, "loss_sem_seg": 0.32051528547890484, "lr": 0.02, "mask_rcnn/accuracy": 0.8980851886209029, "mask_rcnn/false_negative": 0.09760469887273679, "mask_rcnn/false_positive": 0.14040509565370712, "roi_head/num_bg_samples": 463.75, "roi_head/num_fg_samples": 48.25, "rpn/num_neg_anchors": 237.5, "rpn/num_pos_anchors": 18.5, "time": 0.5555424350022804, "total_loss": 1.0869467483717017} {"data_time": 0.011975235000136308, "eta_seconds": 80264.6818268724, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.24345238095238095, "fast_rcnn/fg_cls_accuracy": 0.7129065565307176, "iteration": 127959, "loss_box_reg": 0.24662880250252783, "loss_cls": 0.21662110404577106, "loss_mask": 0.24790300242602825, "loss_rpn_cls": 0.03977011688402854, "loss_rpn_loc": 0.0839582453481853, "loss_sem_seg": 0.2902308637276292, "lr": 0.02, "mask_rcnn/accuracy": 0.8984250485908649, "mask_rcnn/false_negative": 0.09176188590524406, "mask_rcnn/false_positive": 0.10773241816514355, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5767294554971159, "total_loss": 1.159252742647368} {"data_time": 0.013048283508396707, "eta_seconds": 80240.86098254213, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.28239588518334163, "fast_rcnn/fg_cls_accuracy": 0.6653763440860214, "iteration": 127979, "loss_box_reg": 0.2330313865095377, "loss_cls": 0.2157258507795632, "loss_mask": 0.2518155425786972, "loss_rpn_cls": 0.04702335485490039, "loss_rpn_loc": 0.06577540430589579, "loss_sem_seg": 0.3462305562570691, "lr": 0.02, "mask_rcnn/accuracy": 0.9013418784985132, "mask_rcnn/false_negative": 0.08421720659381675, "mask_rcnn/false_positive": 0.09600225386748193, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5600297379933181, "total_loss": 1.134716869040858} {"data_time": 0.012584135503857397, "eta_seconds": 80091.74461083738, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.34580994827775946, "fast_rcnn/fg_cls_accuracy": 0.6442372851905267, "iteration": 127999, "loss_box_reg": 0.2281442751409486, "loss_cls": 0.218027557246387, "loss_mask": 0.2663424354977906, "loss_rpn_cls": 0.04280709510203451, "loss_rpn_loc": 0.08330850530182943, "loss_sem_seg": 0.32780311186797917, "lr": 0.02, "mask_rcnn/accuracy": 0.8910867426492427, "mask_rcnn/false_negative": 0.09412098587718502, "mask_rcnn/false_positive": 0.13124797170411928, "roi_head/num_bg_samples": 430.75, "roi_head/num_fg_samples": 81.25, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5539167145034298, "total_loss": 1.1489866357005667} {"data_time": 0.012646904491703026, "eta_seconds": 80050.0374204464, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.36708074534161494, "fast_rcnn/fg_cls_accuracy": 0.6022727272727273, "iteration": 128019, "loss_box_reg": 0.22476187464781106, "loss_cls": 0.2137789474800229, "loss_mask": 0.25556603679433465, "loss_rpn_cls": 0.045784816436935216, "loss_rpn_loc": 0.08465995462029241, "loss_sem_seg": 0.33598270872607827, "lr": 0.02, "mask_rcnn/accuracy": 0.9021035017358091, "mask_rcnn/false_negative": 0.07995041320420793, "mask_rcnn/false_positive": 0.11168486763745936, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5545123800038709, "total_loss": 1.1655097666953225} {"data_time": 0.012780990000464953, "eta_seconds": 80021.1952172502, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.29667496443812236, "fast_rcnn/fg_cls_accuracy": 0.6654240447343895, "iteration": 128039, "loss_box_reg": 0.22113343060482293, "loss_cls": 0.19675757619552314, "loss_mask": 0.2578846672549844, "loss_rpn_cls": 0.04619719187030569, "loss_rpn_loc": 0.07409395358990878, "loss_sem_seg": 0.31798085290938616, "lr": 0.02, "mask_rcnn/accuracy": 0.9050569581280788, "mask_rcnn/false_negative": 0.0782478250892985, "mask_rcnn/false_positive": 0.09107970667893715, "roi_head/num_bg_samples": 462.5, "roi_head/num_fg_samples": 49.5, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5657909409928834, "total_loss": 1.1149758831888903} {"data_time": 0.012659344996791333, "eta_seconds": 79998.7635471742, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3671875, "fast_rcnn/fg_cls_accuracy": 0.5893731174698795, "iteration": 128059, "loss_box_reg": 0.2580465371720493, "loss_cls": 0.2317192442715168, "loss_mask": 0.2542076138779521, "loss_rpn_cls": 0.04993163878680207, "loss_rpn_loc": 0.08487954939482734, "loss_sem_seg": 0.3076425790786743, "lr": 0.02, "mask_rcnn/accuracy": 0.8876321405562988, "mask_rcnn/false_negative": 0.09415141309642566, "mask_rcnn/false_positive": 0.1299221012493823, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5588482445091358, "total_loss": 1.187179892876884} {"data_time": 0.01224366400128929, "eta_seconds": 79985.17308173403, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3878178974568203, "fast_rcnn/fg_cls_accuracy": 0.5317068713450293, "iteration": 128079, "loss_box_reg": 0.21874485816806555, "loss_cls": 0.20761752012185752, "loss_mask": 0.24509343691170216, "loss_rpn_cls": 0.04184586870542262, "loss_rpn_loc": 0.06043350521940738, "loss_sem_seg": 0.33079205348622054, "lr": 0.02, "mask_rcnn/accuracy": 0.9043433200233983, "mask_rcnn/false_negative": 0.08310529650344925, "mask_rcnn/false_positive": 0.11235775405844131, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5635569570004009, "total_loss": 1.1348678951326292} {"data_time": 0.012053003498294856, "eta_seconds": 79969.26943156938, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.35996168582375476, "fast_rcnn/fg_cls_accuracy": 0.6041377180793577, "iteration": 128099, "loss_box_reg": 0.20738535793498158, "loss_cls": 0.19672417896799743, "loss_mask": 0.2489814325235784, "loss_rpn_cls": 0.04404159550904296, "loss_rpn_loc": 0.061101474333554506, "loss_sem_seg": 0.29880827805027366, "lr": 0.02, "mask_rcnn/accuracy": 0.8933328072608353, "mask_rcnn/false_negative": 0.11095981450486872, "mask_rcnn/false_positive": 0.1146161035814236, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5617091749954852, "total_loss": 1.03716217460169} {"data_time": 0.012784342005033977, "eta_seconds": 79916.16659972086, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.27690476190476193, "fast_rcnn/fg_cls_accuracy": 0.7087786259541984, "iteration": 128119, "loss_box_reg": 0.23093684297055006, "loss_cls": 0.20879645983222872, "loss_mask": 0.26099724788218737, "loss_rpn_cls": 0.04499705682974309, "loss_rpn_loc": 0.08437696953478735, "loss_sem_seg": 0.3284830804914236, "lr": 0.02, "mask_rcnn/accuracy": 0.8953882179648804, "mask_rcnn/false_negative": 0.08819254082059876, "mask_rcnn/false_positive": 0.11144401649075034, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5592554614995606, "total_loss": 1.1804993560654111} {"data_time": 0.012162712999270298, "eta_seconds": 79876.25232011761, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.29189873417721524, "fast_rcnn/fg_cls_accuracy": 0.5942982456140351, "iteration": 128139, "loss_box_reg": 0.22606991231441498, "loss_cls": 0.20952628925442696, "loss_mask": 0.25771209970116615, "loss_rpn_cls": 0.049483948008855805, "loss_rpn_loc": 0.08411699836142361, "loss_sem_seg": 0.30350088234990835, "lr": 0.02, "mask_rcnn/accuracy": 0.8881778568688372, "mask_rcnn/false_negative": 0.11910538797337744, "mask_rcnn/false_positive": 0.11912828325334572, "roi_head/num_bg_samples": 460.0, "roi_head/num_fg_samples": 52.0, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5515272440025001, "total_loss": 1.1173225567035843} {"data_time": 0.012003030002233572, "eta_seconds": 79864.99112044749, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3458479020979021, "fast_rcnn/fg_cls_accuracy": 0.5166267942583732, "iteration": 128159, "loss_box_reg": 0.22364105330780149, "loss_cls": 0.20818047737702727, "loss_mask": 0.2454250045120716, "loss_rpn_cls": 0.04357274099311326, "loss_rpn_loc": 0.07331026892643422, "loss_sem_seg": 0.34243346797302365, "lr": 0.02, "mask_rcnn/accuracy": 0.9023545739685961, "mask_rcnn/false_negative": 0.07253657598799679, "mask_rcnn/false_positive": 0.11505458715350533, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5784637554897927, "total_loss": 1.1765510627592448} {"data_time": 0.012726684006338473, "eta_seconds": 79865.557222867, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.3665975963530874, "fast_rcnn/fg_cls_accuracy": 0.5965602983837547, "iteration": 128179, "loss_box_reg": 0.23653289256617427, "loss_cls": 0.2022856157273054, "loss_mask": 0.2503272411413491, "loss_rpn_cls": 0.04435512197960634, "loss_rpn_loc": 0.07973687705816701, "loss_sem_seg": 0.3275531129911542, "lr": 0.02, "mask_rcnn/accuracy": 0.8708823271710464, "mask_rcnn/false_negative": 0.11533917165414759, "mask_rcnn/false_positive": 0.1352337286279458, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5596132425052929, "total_loss": 1.1392791973194107} {"data_time": 0.013017461002164055, "eta_seconds": 79849.48432432041, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.3781767139479906, "fast_rcnn/fg_cls_accuracy": 0.5635075720566682, "iteration": 128199, "loss_box_reg": 0.2224192307330668, "loss_cls": 0.2148402356542647, "loss_mask": 0.24885025899857283, "loss_rpn_cls": 0.04121158557245508, "loss_rpn_loc": 0.08164625987410545, "loss_sem_seg": 0.33866758760996163, "lr": 0.02, "mask_rcnn/accuracy": 0.8817108216237315, "mask_rcnn/false_negative": 0.10361264342123006, "mask_rcnn/false_positive": 0.11132154193324406, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5616994840020197, "total_loss": 1.1607135114172706} {"data_time": 0.012725883498205803, "eta_seconds": 79795.15147824908, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.35169758929698347, "fast_rcnn/fg_cls_accuracy": 0.5616726618705037, "iteration": 128219, "loss_box_reg": 0.22905322373844683, "loss_cls": 0.20659216225612909, "loss_mask": 0.26556465309113264, "loss_rpn_cls": 0.05114713869988918, "loss_rpn_loc": 0.07554477057419717, "loss_sem_seg": 0.3818693608045578, "lr": 0.02, "mask_rcnn/accuracy": 0.9013210364821272, "mask_rcnn/false_negative": 0.0824591254511931, "mask_rcnn/false_positive": 0.1240343477147148, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5522086670025601, "total_loss": 1.2005655723478412} {"data_time": 0.012657038001634646, "eta_seconds": 79794.27730196257, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.33095238095238094, "fast_rcnn/fg_cls_accuracy": 0.6367521367521367, "iteration": 128239, "loss_box_reg": 0.2407235959544778, "loss_cls": 0.22736326651647687, "loss_mask": 0.26524696545675397, "loss_rpn_cls": 0.0472174083115533, "loss_rpn_loc": 0.07680054829688743, "loss_sem_seg": 0.3229901851154864, "lr": 0.02, "mask_rcnn/accuracy": 0.9056401193200392, "mask_rcnn/false_negative": 0.0868252771859872, "mask_rcnn/false_positive": 0.11141298247422901, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 235.0, "rpn/num_pos_anchors": 21.0, "time": 0.5800164564934676, "total_loss": 1.1924018621211872} {"data_time": 0.012922083500598092, "eta_seconds": 79756.91656058672, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.356109118852459, "fast_rcnn/fg_cls_accuracy": 0.617424940136305, "iteration": 128259, "loss_box_reg": 0.2113239518366754, "loss_cls": 0.21147988922894, "loss_mask": 0.24304333608597517, "loss_rpn_cls": 0.039876979833934456, "loss_rpn_loc": 0.06691192905418575, "loss_sem_seg": 0.31460821768268943, "lr": 0.02, "mask_rcnn/accuracy": 0.892494027958004, "mask_rcnn/false_negative": 0.08618637353501937, "mask_rcnn/false_positive": 0.1278713440563179, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5736542684971937, "total_loss": 1.1006319262669422} {"data_time": 0.012015815998893231, "eta_seconds": 79708.53573127859, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.3084664005322688, "fast_rcnn/fg_cls_accuracy": 0.6460056772100568, "iteration": 128279, "loss_box_reg": 0.2149217277765274, "loss_cls": 0.20978664024733007, "loss_mask": 0.25234997645020485, "loss_rpn_cls": 0.04071392632613424, "loss_rpn_loc": 0.07680334337055683, "loss_sem_seg": 0.3219916259404272, "lr": 0.02, "mask_rcnn/accuracy": 0.900372080650442, "mask_rcnn/false_negative": 0.09161548453198971, "mask_rcnn/false_positive": 0.1146593725132152, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.5580142309991061, "total_loss": 1.121579395388835} {"data_time": 0.013041772996075451, "eta_seconds": 79695.95622059773, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.3462819089900111, "fast_rcnn/fg_cls_accuracy": 0.5876052631578947, "iteration": 128299, "loss_box_reg": 0.23980872007086873, "loss_cls": 0.2148653941694647, "loss_mask": 0.2523128823377192, "loss_rpn_cls": 0.034620160527992994, "loss_rpn_loc": 0.0651316083749407, "loss_sem_seg": 0.3041520630940795, "lr": 0.02, "mask_rcnn/accuracy": 0.8692834328853493, "mask_rcnn/false_negative": 0.09902989533466497, "mask_rcnn/false_positive": 0.1268113227294243, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5598512194992509, "total_loss": 1.1044765413098503} {"data_time": 0.012809590494725853, "eta_seconds": 79661.05687087479, "fast_rcnn/cls_accuracy": 0.91259765625, "fast_rcnn/false_negative": 0.3531172948221205, "fast_rcnn/fg_cls_accuracy": 0.6222530308840447, "iteration": 128319, "loss_box_reg": 0.2406012718565762, "loss_cls": 0.22347803646698594, "loss_mask": 0.2720282478258014, "loss_rpn_cls": 0.05060088215395808, "loss_rpn_loc": 0.07977877592202276, "loss_sem_seg": 0.33085018629208207, "lr": 0.02, "mask_rcnn/accuracy": 0.8958583433373349, "mask_rcnn/false_negative": 0.0857915479184782, "mask_rcnn/false_positive": 0.11839875491873092, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.553784624004038, "total_loss": 1.1934181043179706} {"data_time": 0.012814528497983702, "eta_seconds": 79615.19758480866, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.32822383402209665, "fast_rcnn/fg_cls_accuracy": 0.6575301482095186, "iteration": 128339, "loss_box_reg": 0.239068400580436, "loss_cls": 0.22747897915542126, "loss_mask": 0.2571482816711068, "loss_rpn_cls": 0.04512094643723685, "loss_rpn_loc": 0.0718322210595943, "loss_sem_seg": 0.3042961563915014, "lr": 0.02, "mask_rcnn/accuracy": 0.8919222715809737, "mask_rcnn/false_negative": 0.09221346073064746, "mask_rcnn/false_positive": 0.12688959009002682, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5570119709955179, "total_loss": 1.1480983753572218} {"data_time": 0.012521906006440986, "eta_seconds": 79529.96861696559, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.3726184279021343, "fast_rcnn/fg_cls_accuracy": 0.5969342251950948, "iteration": 128359, "loss_box_reg": 0.23572548618540168, "loss_cls": 0.21808166150003672, "loss_mask": 0.25812828354537487, "loss_rpn_cls": 0.05064957065042108, "loss_rpn_loc": 0.0816848796675913, "loss_sem_seg": 0.3107637770008296, "lr": 0.02, "mask_rcnn/accuracy": 0.8926026825536377, "mask_rcnn/false_negative": 0.09726170846421858, "mask_rcnn/false_positive": 0.13034216810644625, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5522297970019281, "total_loss": 1.156600438640453} {"data_time": 0.012197145995742176, "eta_seconds": 79487.13949583043, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.33145743145743145, "fast_rcnn/fg_cls_accuracy": 0.6242956073053161, "iteration": 128379, "loss_box_reg": 0.23627228243276477, "loss_cls": 0.23207188304513693, "loss_mask": 0.2625557603314519, "loss_rpn_cls": 0.047105819612625055, "loss_rpn_loc": 0.06701084214728326, "loss_sem_seg": 0.33320735953748226, "lr": 0.02, "mask_rcnn/accuracy": 0.8898324750026758, "mask_rcnn/false_negative": 0.08117443377877367, "mask_rcnn/false_positive": 0.1358681791421001, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5595604650006862, "total_loss": 1.1899329961306648} {"data_time": 0.013333857496036217, "eta_seconds": 79608.47556719562, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.3234026369168357, "fast_rcnn/fg_cls_accuracy": 0.604020979020979, "iteration": 128399, "loss_box_reg": 0.22413951437920332, "loss_cls": 0.21210473007522523, "loss_mask": 0.2675885995849967, "loss_rpn_cls": 0.04218936839606613, "loss_rpn_loc": 0.06843673266121186, "loss_sem_seg": 0.3085562860360369, "lr": 0.02, "mask_rcnn/accuracy": 0.8938030569370605, "mask_rcnn/false_negative": 0.10309624172819504, "mask_rcnn/false_positive": 0.10227039121796995, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 236.25, "rpn/num_pos_anchors": 19.75, "time": 0.5771754084998975, "total_loss": 1.1675246261584107} {"data_time": 0.012784159000148065, "eta_seconds": 79598.48287510817, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.332139379607734, "fast_rcnn/fg_cls_accuracy": 0.6494770289951013, "iteration": 128419, "loss_box_reg": 0.2465608639176935, "loss_cls": 0.21950915595516562, "loss_mask": 0.25029919296503067, "loss_rpn_cls": 0.04699104683822952, "loss_rpn_loc": 0.07699712755857036, "loss_sem_seg": 0.2941491003148258, "lr": 0.02, "mask_rcnn/accuracy": 0.9000792884721456, "mask_rcnn/false_negative": 0.09027019301038446, "mask_rcnn/false_positive": 0.11189464291142442, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5719045575024211, "total_loss": 1.1573037861089688} {"data_time": 0.012018698500469327, "eta_seconds": 79612.45143698031, "fast_rcnn/cls_accuracy": 0.9560546875, "fast_rcnn/false_negative": 0.2986343366778149, "fast_rcnn/fg_cls_accuracy": 0.66773830196649, "iteration": 128439, "loss_box_reg": 0.21868044510483742, "loss_cls": 0.19731331849470735, "loss_mask": 0.25079367589205503, "loss_rpn_cls": 0.03845729821478017, "loss_rpn_loc": 0.06669755654365872, "loss_sem_seg": 0.32618620770517737, "lr": 0.02, "mask_rcnn/accuracy": 0.900890619405657, "mask_rcnn/false_negative": 0.08111789648607703, "mask_rcnn/false_positive": 0.08414926726182118, "roi_head/num_bg_samples": 458.0, "roi_head/num_fg_samples": 54.0, "rpn/num_neg_anchors": 237.25, "rpn/num_pos_anchors": 18.75, "time": 0.5720798965048743, "total_loss": 1.0819364677881822} {"data_time": 0.013153636493370868, "eta_seconds": 79626.15003004615, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.32308321220930236, "fast_rcnn/fg_cls_accuracy": 0.6530414491377947, "iteration": 128459, "loss_box_reg": 0.24037220486206934, "loss_cls": 0.20429088966920972, "loss_mask": 0.25648058578372, "loss_rpn_cls": 0.045142114016925916, "loss_rpn_loc": 0.07821577876165975, "loss_sem_seg": 0.3440911564975977, "lr": 0.02, "mask_rcnn/accuracy": 0.8962315903832463, "mask_rcnn/false_negative": 0.09313891285668838, "mask_rcnn/false_positive": 0.12335493798902228, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5786294345016358, "total_loss": 1.1673124663939234} {"data_time": 0.01158444300381234, "eta_seconds": 79643.15932268644, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.32357102433503115, "fast_rcnn/fg_cls_accuracy": 0.6206699657403882, "iteration": 128479, "loss_box_reg": 0.24512240197509527, "loss_cls": 0.23203024920076132, "loss_mask": 0.2671207198873162, "loss_rpn_cls": 0.051456820947350934, "loss_rpn_loc": 0.08792864094721153, "loss_sem_seg": 0.35429280437529087, "lr": 0.02, "mask_rcnn/accuracy": 0.9037400764961856, "mask_rcnn/false_negative": 0.07774596454453449, "mask_rcnn/false_positive": 0.10746124278651786, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.5711917380031082, "total_loss": 1.2277570722144446} {"data_time": 0.012732392504403833, "eta_seconds": 79653.91625854356, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.3455967297609527, "fast_rcnn/fg_cls_accuracy": 0.6258775437661068, "iteration": 128499, "loss_box_reg": 0.23786734463647008, "loss_cls": 0.21064335480332375, "loss_mask": 0.2629764056764543, "loss_rpn_cls": 0.047130927960097324, "loss_rpn_loc": 0.08998251263983548, "loss_sem_seg": 0.3702647453173995, "lr": 0.02, "mask_rcnn/accuracy": 0.8822663373860182, "mask_rcnn/false_negative": 0.09722094175201912, "mask_rcnn/false_positive": 0.13632435306216287, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.5758708080029464, "total_loss": 1.2331686861871276} {"data_time": 0.013164747004339006, "eta_seconds": 79649.3729466965, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.27801194239550403, "fast_rcnn/fg_cls_accuracy": 0.6464451827242526, "iteration": 128519, "loss_box_reg": 0.23680646065622568, "loss_cls": 0.19529331428930163, "loss_mask": 0.25563938450068235, "loss_rpn_cls": 0.04676008003298193, "loss_rpn_loc": 0.08037832274567336, "loss_sem_seg": 0.3145712539553642, "lr": 0.02, "mask_rcnn/accuracy": 0.8790070446281961, "mask_rcnn/false_negative": 0.11354556235724231, "mask_rcnn/false_positive": 0.11800102895193776, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5629837200031034, "total_loss": 1.167910730233416} {"data_time": 0.0130511974930414, "eta_seconds": 79642.73241679909, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.3680555555555556, "fast_rcnn/fg_cls_accuracy": 0.6150793650793651, "iteration": 128539, "loss_box_reg": 0.2054869441781193, "loss_cls": 0.20156829431653023, "loss_mask": 0.24993984773755074, "loss_rpn_cls": 0.04227078417898156, "loss_rpn_loc": 0.058041071402840316, "loss_sem_seg": 0.30489785969257355, "lr": 0.02, "mask_rcnn/accuracy": 0.884795086512866, "mask_rcnn/false_negative": 0.09453150811987089, "mask_rcnn/false_positive": 0.12933953331557874, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5659429480001563, "total_loss": 1.1121429764607456} {"data_time": 0.012708998001471628, "eta_seconds": 79614.15605044327, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.3107665805340224, "fast_rcnn/fg_cls_accuracy": 0.6765784438775511, "iteration": 128559, "loss_box_reg": 0.2304182550869882, "loss_cls": 0.204780169762671, "loss_mask": 0.25971904303878546, "loss_rpn_cls": 0.04345297998224851, "loss_rpn_loc": 0.08046935073798522, "loss_sem_seg": 0.3231458798982203, "lr": 0.02, "mask_rcnn/accuracy": 0.8913034002086055, "mask_rcnn/false_negative": 0.08941930354998094, "mask_rcnn/false_positive": 0.12496742763384146, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5541739069958567, "total_loss": 1.1459614928171504} {"data_time": 0.012213059009809513, "eta_seconds": 79602.89847222331, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.35373247442212963, "fast_rcnn/fg_cls_accuracy": 0.6196881153528553, "iteration": 128579, "loss_box_reg": 0.24157037772238255, "loss_cls": 0.22113337158225477, "loss_mask": 0.25268491823226213, "loss_rpn_cls": 0.047083433950319886, "loss_rpn_loc": 0.08474509418010712, "loss_sem_seg": 0.3357314895838499, "lr": 0.02, "mask_rcnn/accuracy": 0.8914196397612444, "mask_rcnn/false_negative": 0.10292330030135405, "mask_rcnn/false_positive": 0.11598718414907279, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.5610155785034294, "total_loss": 1.2083675280518946} {"data_time": 0.012224509511725046, "eta_seconds": 79554.99053232952, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.37814364876385337, "fast_rcnn/fg_cls_accuracy": 0.5885323826500297, "iteration": 128599, "loss_box_reg": 0.2237541228532791, "loss_cls": 0.2199017428793013, "loss_mask": 0.25711346324533224, "loss_rpn_cls": 0.04469730629352853, "loss_rpn_loc": 0.07669299695407972, "loss_sem_seg": 0.3377049067057669, "lr": 0.02, "mask_rcnn/accuracy": 0.8883814770389392, "mask_rcnn/false_negative": 0.09022920654971582, "mask_rcnn/false_positive": 0.13838192224392337, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.5605183340085205, "total_loss": 1.1700830658955965} {"data_time": 0.012767328502377495, "eta_seconds": 79517.03558068367, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.28880454009433965, "fast_rcnn/fg_cls_accuracy": 0.6780064798932723, "iteration": 128619, "loss_box_reg": 0.22705673100426793, "loss_cls": 0.20710827177390456, "loss_mask": 0.25877920258790255, "loss_rpn_cls": 0.04162275730050169, "loss_rpn_loc": 0.0905225338647142, "loss_sem_seg": 0.3192760827951133, "lr": 0.02, "mask_rcnn/accuracy": 0.9122014660935879, "mask_rcnn/false_negative": 0.06228093073716791, "mask_rcnn/false_positive": 0.09951154263965718, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5626596665024408, "total_loss": 1.2016880115843378} {"data_time": 0.012666206996073015, "eta_seconds": 79500.15471765009, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.2840054682159945, "fast_rcnn/fg_cls_accuracy": 0.6079514625363784, "iteration": 128639, "loss_box_reg": 0.21461640391498804, "loss_cls": 0.21210007788613439, "loss_mask": 0.25837753247469664, "loss_rpn_cls": 0.04690019319241401, "loss_rpn_loc": 0.07859967957483605, "loss_sem_seg": 0.3453393280506134, "lr": 0.02, "mask_rcnn/accuracy": 0.9038432213804688, "mask_rcnn/false_negative": 0.07876107219540898, "mask_rcnn/false_positive": 0.11225844466717677, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5617973694970715, "total_loss": 1.1845771504449658} {"data_time": 0.012104568500944879, "eta_seconds": 79480.29555547406, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3709575142675967, "fast_rcnn/fg_cls_accuracy": 0.616994292961319, "iteration": 128659, "loss_box_reg": 0.224161590449512, "loss_cls": 0.20738205476664007, "loss_mask": 0.25631911028176546, "loss_rpn_cls": 0.04414213582640514, "loss_rpn_loc": 0.07835726643679664, "loss_sem_seg": 0.3642193912528455, "lr": 0.02, "mask_rcnn/accuracy": 0.8938880040217618, "mask_rcnn/false_negative": 0.10401443162177514, "mask_rcnn/false_positive": 0.13260041536083758, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5608441550066345, "total_loss": 1.1770390482270159} {"data_time": 0.012575902495882474, "eta_seconds": 79443.93402105542, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.32870565878378377, "fast_rcnn/fg_cls_accuracy": 0.6211397058823529, "iteration": 128679, "loss_box_reg": 0.23855130886659026, "loss_cls": 0.2141929583158344, "loss_mask": 0.24614557810127735, "loss_rpn_cls": 0.041184086992871016, "loss_rpn_loc": 0.08558072737650946, "loss_sem_seg": 0.31096771266311407, "lr": 0.02, "mask_rcnn/accuracy": 0.8987414944836285, "mask_rcnn/false_negative": 0.09300961626553578, "mask_rcnn/false_positive": 0.10256248562901184, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5795503065019147, "total_loss": 1.1534961522411322} {"data_time": 0.012164100000518374, "eta_seconds": 79480.70123895333, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.2973204495614035, "fast_rcnn/fg_cls_accuracy": 0.6801136363636364, "iteration": 128699, "loss_box_reg": 0.23981373524293303, "loss_cls": 0.21988217486068606, "loss_mask": 0.24874829361215234, "loss_rpn_cls": 0.035289068560814485, "loss_rpn_loc": 0.07478609954705462, "loss_sem_seg": 0.3377375225536525, "lr": 0.02, "mask_rcnn/accuracy": 0.9057838017526184, "mask_rcnn/false_negative": 0.08411101955880596, "mask_rcnn/false_positive": 0.1307975092277383, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 235.25, "rpn/num_pos_anchors": 20.75, "time": 0.5768259834949276, "total_loss": 1.147799590951763} {"data_time": 0.012937751002027653, "eta_seconds": 79524.09542468362, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.39890552995391704, "fast_rcnn/fg_cls_accuracy": 0.5415376676986584, "iteration": 128719, "loss_box_reg": 0.2528033498674631, "loss_cls": 0.22667823964729905, "loss_mask": 0.2607861626893282, "loss_rpn_cls": 0.04235087078996003, "loss_rpn_loc": 0.07757975964341313, "loss_sem_seg": 0.29173632618039846, "lr": 0.02, "mask_rcnn/accuracy": 0.8874894954316037, "mask_rcnn/false_negative": 0.099959091888252, "mask_rcnn/false_positive": 0.1416660663077371, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5751244320053956, "total_loss": 1.1380151850462426} {"data_time": 0.012853731001086999, "eta_seconds": 79518.81516454386, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.31201425816630635, "fast_rcnn/fg_cls_accuracy": 0.6687483234978541, "iteration": 128739, "loss_box_reg": 0.2193653977010399, "loss_cls": 0.21385500533506274, "loss_mask": 0.25196648482233286, "loss_rpn_cls": 0.03989537447341718, "loss_rpn_loc": 0.08005083043826744, "loss_sem_seg": 0.301046478562057, "lr": 0.02, "mask_rcnn/accuracy": 0.8842417122919982, "mask_rcnn/false_negative": 0.08677904422317195, "mask_rcnn/false_positive": 0.14478550811720348, "roi_head/num_bg_samples": 429.25, "roi_head/num_fg_samples": 82.75, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.5624775639953441, "total_loss": 1.1030695495428517} {"data_time": 0.013348193999263458, "eta_seconds": 79507.55674004389, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3817866539105477, "fast_rcnn/fg_cls_accuracy": 0.5266861292012875, "iteration": 128759, "loss_box_reg": 0.2613223404623568, "loss_cls": 0.23150171386078, "loss_mask": 0.26949117612093687, "loss_rpn_cls": 0.046068362484220415, "loss_rpn_loc": 0.09368712839204818, "loss_sem_seg": 0.33347418438643217, "lr": 0.02, "mask_rcnn/accuracy": 0.8828135269384385, "mask_rcnn/false_negative": 0.10131942056960269, "mask_rcnn/false_positive": 0.13359092240611703, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.5614565559953917, "total_loss": 1.2357116323837545} {"data_time": 0.011940553500608075, "eta_seconds": 79490.32269002375, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.29112220205686634, "fast_rcnn/fg_cls_accuracy": 0.6453015022586406, "iteration": 128779, "loss_box_reg": 0.23549777106381953, "loss_cls": 0.22521804692223668, "loss_mask": 0.25190196745097637, "loss_rpn_cls": 0.04486606104183011, "loss_rpn_loc": 0.07657832917175256, "loss_sem_seg": 0.32032257271930575, "lr": 0.02, "mask_rcnn/accuracy": 0.9071155861334432, "mask_rcnn/false_negative": 0.08570177755961103, "mask_rcnn/false_positive": 0.12740934006039784, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5738323815021431, "total_loss": 1.1390732743311673} {"data_time": 0.01245381349872332, "eta_seconds": 79485.03989104394, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.303186080668851, "fast_rcnn/fg_cls_accuracy": 0.618850114416476, "iteration": 128799, "loss_box_reg": 0.23153082421049476, "loss_cls": 0.21354322042316198, "loss_mask": 0.2500557182356715, "loss_rpn_cls": 0.04383875416533556, "loss_rpn_loc": 0.08598605112638324, "loss_sem_seg": 0.29369163792580366, "lr": 0.02, "mask_rcnn/accuracy": 0.9050093852027523, "mask_rcnn/false_negative": 0.07108684315090641, "mask_rcnn/false_positive": 0.11736799291007038, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5719439649983542, "total_loss": 1.1631949475267902} {"data_time": 0.013411731997621246, "eta_seconds": 79473.78146654397, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3773148148148148, "fast_rcnn/fg_cls_accuracy": 0.5527882205513784, "iteration": 128819, "loss_box_reg": 0.2426861124113202, "loss_cls": 0.21496032597497106, "loss_mask": 0.25974330957978964, "loss_rpn_cls": 0.04420585045590997, "loss_rpn_loc": 0.07818270439747721, "loss_sem_seg": 0.31903506349772215, "lr": 0.02, "mask_rcnn/accuracy": 0.8853288768789803, "mask_rcnn/false_negative": 0.09112882259680154, "mask_rcnn/false_positive": 0.13439965249282784, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.56346319050499, "total_loss": 1.0994980036339257} {"data_time": 0.013167102501029149, "eta_seconds": 79473.83201509799, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.3860263653483993, "fast_rcnn/fg_cls_accuracy": 0.5300869877141063, "iteration": 128839, "loss_box_reg": 0.22815655125305057, "loss_cls": 0.20959501038305461, "loss_mask": 0.24599577207118273, "loss_rpn_cls": 0.04244940952412435, "loss_rpn_loc": 0.07738674111897126, "loss_sem_seg": 0.3598776771686971, "lr": 0.02, "mask_rcnn/accuracy": 0.899751058093692, "mask_rcnn/false_negative": 0.08603160537196834, "mask_rcnn/false_positive": 0.11088403480677315, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5743523259952781, "total_loss": 1.143697906678426} {"data_time": 0.012412126001436263, "eta_seconds": 79411.55537413199, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.3067924722336487, "fast_rcnn/fg_cls_accuracy": 0.6016587897321842, "iteration": 128859, "loss_box_reg": 0.2265854722354561, "loss_cls": 0.21554269781336188, "loss_mask": 0.24956849962472916, "loss_rpn_cls": 0.04007541449391283, "loss_rpn_loc": 0.07956894129165448, "loss_sem_seg": 0.31379757076501846, "lr": 0.02, "mask_rcnn/accuracy": 0.9038424603342372, "mask_rcnn/false_negative": 0.0837747123357831, "mask_rcnn/false_positive": 0.11138474068181545, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5484334270076943, "total_loss": 1.145207779307384} {"data_time": 0.014070383505895734, "eta_seconds": 79434.03479892397, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.33095238095238094, "fast_rcnn/fg_cls_accuracy": 0.6128083763625932, "iteration": 128879, "loss_box_reg": 0.2465632352977991, "loss_cls": 0.21836084593087435, "loss_mask": 0.2518914407119155, "loss_rpn_cls": 0.045180965680629015, "loss_rpn_loc": 0.07831527915550396, "loss_sem_seg": 0.35260004829615355, "lr": 0.02, "mask_rcnn/accuracy": 0.8925288631194607, "mask_rcnn/false_negative": 0.09536877815978764, "mask_rcnn/false_positive": 0.1130920870607506, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5577642619973631, "total_loss": 1.222436463314807} {"data_time": 0.011891065500094555, "eta_seconds": 79440.05193475776, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.3508185130798934, "fast_rcnn/fg_cls_accuracy": 0.5802095535598074, "iteration": 128899, "loss_box_reg": 0.25964135117828846, "loss_cls": 0.2270289328880608, "loss_mask": 0.25384709890931845, "loss_rpn_cls": 0.04919142448488856, "loss_rpn_loc": 0.064455839805305, "loss_sem_seg": 0.3400395209901035, "lr": 0.02, "mask_rcnn/accuracy": 0.8939971182213571, "mask_rcnn/false_negative": 0.09673110936112539, "mask_rcnn/false_positive": 0.11361691416932403, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5857354890031274, "total_loss": 1.1892300915205851} {"data_time": 0.01111813250463456, "eta_seconds": 79444.38947053411, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.2540569020021075, "fast_rcnn/fg_cls_accuracy": 0.700287356321839, "iteration": 128919, "loss_box_reg": 0.23864746280014515, "loss_cls": 0.21797416172921658, "loss_mask": 0.26031128503382206, "loss_rpn_cls": 0.04433796476223506, "loss_rpn_loc": 0.0711810311768204, "loss_sem_seg": 0.32502586022019386, "lr": 0.02, "mask_rcnn/accuracy": 0.8991378843398041, "mask_rcnn/false_negative": 0.06570150098560179, "mask_rcnn/false_positive": 0.12440203421013396, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.5613270820031175, "total_loss": 1.1707627688301727} {"data_time": 0.012614469000254758, "eta_seconds": 79490.25221211062, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.3273809523809524, "fast_rcnn/fg_cls_accuracy": 0.5562252964426877, "iteration": 128939, "loss_box_reg": 0.2403589403256774, "loss_cls": 0.21949693839997053, "loss_mask": 0.2596727441996336, "loss_rpn_cls": 0.047277677862439305, "loss_rpn_loc": 0.09954136906890199, "loss_sem_seg": 0.3082030825316906, "lr": 0.02, "mask_rcnn/accuracy": 0.8889071661698702, "mask_rcnn/false_negative": 0.09075943875079637, "mask_rcnn/false_positive": 0.13153226255979994, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5478436259945738, "total_loss": 1.1937691743223695} {"data_time": 0.012544592493213713, "eta_seconds": 79451.67690104138, "fast_rcnn/cls_accuracy": 0.91259765625, "fast_rcnn/false_negative": 0.39903030303030307, "fast_rcnn/fg_cls_accuracy": 0.5628591954022988, "iteration": 128959, "loss_box_reg": 0.22363426769152284, "loss_cls": 0.2129667664412409, "loss_mask": 0.26098842872306705, "loss_rpn_cls": 0.046033732243813574, "loss_rpn_loc": 0.07849655757308938, "loss_sem_seg": 0.34774971241131425, "lr": 0.02, "mask_rcnn/accuracy": 0.8850963635056205, "mask_rcnn/false_negative": 0.10863056683224331, "mask_rcnn/false_positive": 0.11890051249603853, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.5629054835080751, "total_loss": 1.1803728925442556} {"data_time": 0.012236017493705731, "eta_seconds": 79483.04207144873, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3809752454118651, "fast_rcnn/fg_cls_accuracy": 0.5948423333523407, "iteration": 128979, "loss_box_reg": 0.24064040882512927, "loss_cls": 0.2289354451932013, "loss_mask": 0.2515985481441021, "loss_rpn_cls": 0.051904217776609585, "loss_rpn_loc": 0.08548366843024269, "loss_sem_seg": 0.30509490286931396, "lr": 0.02, "mask_rcnn/accuracy": 0.9006568827997399, "mask_rcnn/false_negative": 0.0858978481597609, "mask_rcnn/false_positive": 0.10699131138692139, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5782862115011085, "total_loss": 1.1776051246124553} {"data_time": 0.012477159994887188, "eta_seconds": 79546.84145231603, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.3605110336817654, "fast_rcnn/fg_cls_accuracy": 0.5354306113342258, "iteration": 128999, "loss_box_reg": 0.2348951045423746, "loss_cls": 0.21273203054443002, "loss_mask": 0.2564223185181618, "loss_rpn_cls": 0.04482028985512443, "loss_rpn_loc": 0.08368549443548545, "loss_sem_seg": 0.30003964668139815, "lr": 0.02, "mask_rcnn/accuracy": 0.8787958238851097, "mask_rcnn/false_negative": 0.0764276013725646, "mask_rcnn/false_positive": 0.16473406771740687, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.562994283005537, "total_loss": 1.1345689814334037} {"data_time": 0.01260408699454274, "eta_seconds": 79589.71064545374, "fast_rcnn/cls_accuracy": 0.90966796875, "fast_rcnn/false_negative": 0.3922717554834112, "fast_rcnn/fg_cls_accuracy": 0.5823472461273667, "iteration": 129019, "loss_box_reg": 0.2205721710342914, "loss_cls": 0.22224644431844354, "loss_mask": 0.25520473904907703, "loss_rpn_cls": 0.042653563505155034, "loss_rpn_loc": 0.07661770092090592, "loss_sem_seg": 0.33522449992597103, "lr": 0.02, "mask_rcnn/accuracy": 0.887623639323742, "mask_rcnn/false_negative": 0.10570251373237087, "mask_rcnn/false_positive": 0.11272811714435144, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5701259530032985, "total_loss": 1.1454217668215279} {"data_time": 0.011409976992581505, "eta_seconds": 79598.88445129937, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.4221828211189913, "fast_rcnn/fg_cls_accuracy": 0.5467047930283224, "iteration": 129039, "loss_box_reg": 0.24090158846229315, "loss_cls": 0.21630257833749056, "loss_mask": 0.2673711311072111, "loss_rpn_cls": 0.040737811621511355, "loss_rpn_loc": 0.07167888223193586, "loss_sem_seg": 0.3147716885432601, "lr": 0.02, "mask_rcnn/accuracy": 0.8715262276785715, "mask_rcnn/false_negative": 0.10952067918266378, "mask_rcnn/false_positive": 0.13782982724225623, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5691589279958862, "total_loss": 1.1868719036283437} {"data_time": 0.012779738004610408, "eta_seconds": 79605.04554353672, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.36317321688500726, "fast_rcnn/fg_cls_accuracy": 0.5700623253814743, "iteration": 129059, "loss_box_reg": 0.22323066974058747, "loss_cls": 0.2165975160896778, "loss_mask": 0.2485711476765573, "loss_rpn_cls": 0.0409258327272255, "loss_rpn_loc": 0.06631925678811967, "loss_sem_seg": 0.33520234865136445, "lr": 0.02, "mask_rcnn/accuracy": 0.8932797811462814, "mask_rcnn/false_negative": 0.09087037158596786, "mask_rcnn/false_positive": 0.12831783322327558, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5707060685017495, "total_loss": 1.1272821777529316} {"data_time": 0.013506077004421968, "eta_seconds": 79638.50829684483, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.3211960719408584, "fast_rcnn/fg_cls_accuracy": 0.6594089716356366, "iteration": 129079, "loss_box_reg": 0.236909625120461, "loss_cls": 0.21102165477350354, "loss_mask": 0.2546018911525607, "loss_rpn_cls": 0.04336759587749839, "loss_rpn_loc": 0.08017878362443298, "loss_sem_seg": 0.3266910519450903, "lr": 0.02, "mask_rcnn/accuracy": 0.9022080226321298, "mask_rcnn/false_negative": 0.10457589676123027, "mask_rcnn/false_positive": 0.1107711661436849, "roi_head/num_bg_samples": 458.25, "roi_head/num_fg_samples": 53.75, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5691908625012729, "total_loss": 1.172014492447488} {"data_time": 0.01226794249669183, "eta_seconds": 79617.12460709887, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.27543103448275863, "fast_rcnn/fg_cls_accuracy": 0.6507132132132132, "iteration": 129099, "loss_box_reg": 0.23476094333454967, "loss_cls": 0.20416209287941456, "loss_mask": 0.26965817995369434, "loss_rpn_cls": 0.04695012443698943, "loss_rpn_loc": 0.08767223835457116, "loss_sem_seg": 0.3435244392603636, "lr": 0.02, "mask_rcnn/accuracy": 0.9059477581063418, "mask_rcnn/false_negative": 0.10872305775186909, "mask_rcnn/false_positive": 0.10524699688947153, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 237.75, "rpn/num_pos_anchors": 18.25, "time": 0.5619855700060725, "total_loss": 1.1946337467525154} {"data_time": 0.012129235001339111, "eta_seconds": 79625.0459014243, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3582452193475816, "fast_rcnn/fg_cls_accuracy": 0.6202838221381268, "iteration": 129119, "loss_box_reg": 0.2573755066841841, "loss_cls": 0.22872229595668614, "loss_mask": 0.2562152100726962, "loss_rpn_cls": 0.049782268506533, "loss_rpn_loc": 0.0978773728129454, "loss_sem_seg": 0.30358174070715904, "lr": 0.02, "mask_rcnn/accuracy": 0.8886121788457424, "mask_rcnn/false_negative": 0.09592746477568932, "mask_rcnn/false_positive": 0.1296280823593591, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5652536080015125, "total_loss": 1.2150280870191636} {"data_time": 0.011593689996516332, "eta_seconds": 79613.74202852427, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.398125, "fast_rcnn/fg_cls_accuracy": 0.5623529411764706, "iteration": 129139, "loss_box_reg": 0.2207035410683602, "loss_cls": 0.21323527535423636, "loss_mask": 0.2573719285428524, "loss_rpn_cls": 0.03969849401619285, "loss_rpn_loc": 0.06609765166649595, "loss_sem_seg": 0.33237135875970125, "lr": 0.02, "mask_rcnn/accuracy": 0.8804807079081632, "mask_rcnn/false_negative": 0.09270671154287576, "mask_rcnn/false_positive": 0.12209437670408758, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.549586442502914, "total_loss": 1.1106960509205237} {"data_time": 0.012531582004157826, "eta_seconds": 79602.43815562424, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3633267413755219, "fast_rcnn/fg_cls_accuracy": 0.56374466571835, "iteration": 129159, "loss_box_reg": 0.2449527585413307, "loss_cls": 0.22011331701651216, "loss_mask": 0.2570701283402741, "loss_rpn_cls": 0.045830237795598805, "loss_rpn_loc": 0.09492877565207891, "loss_sem_seg": 0.32727415347471833, "lr": 0.02, "mask_rcnn/accuracy": 0.8953818698532043, "mask_rcnn/false_negative": 0.0796095930752408, "mask_rcnn/false_positive": 0.12336263432594248, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.570798172011564, "total_loss": 1.219712527206866} {"data_time": 0.012982046500837896, "eta_seconds": 79650.05231047946, "fast_rcnn/cls_accuracy": 0.91064453125, "fast_rcnn/false_negative": 0.3747547238372093, "fast_rcnn/fg_cls_accuracy": 0.6116642441860465, "iteration": 129179, "loss_box_reg": 0.23514692159369588, "loss_cls": 0.21629753848537803, "loss_mask": 0.263840623665601, "loss_rpn_cls": 0.04742594703566283, "loss_rpn_loc": 0.0832308597600786, "loss_sem_seg": 0.338168962392956, "lr": 0.02, "mask_rcnn/accuracy": 0.87840028983205, "mask_rcnn/false_negative": 0.0917883718849849, "mask_rcnn/false_positive": 0.11971248775089813, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.582520169991767, "total_loss": 1.1672243507418898} {"data_time": 0.012151903007179499, "eta_seconds": 79638.74006978943, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3557137707281903, "fast_rcnn/fg_cls_accuracy": 0.5950206566644922, "iteration": 129199, "loss_box_reg": 0.2203344195149839, "loss_cls": 0.21833186107687652, "loss_mask": 0.2566836830228567, "loss_rpn_cls": 0.048017362714745104, "loss_rpn_loc": 0.0658387765288353, "loss_sem_seg": 0.30340985814109445, "lr": 0.02, "mask_rcnn/accuracy": 0.8895165879403686, "mask_rcnn/false_negative": 0.08849582030904399, "mask_rcnn/false_positive": 0.13422327847554077, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.5595740130083868, "total_loss": 1.1093009020660247} {"data_time": 0.013447087003441993, "eta_seconds": 79692.22165097811, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.4118788819875776, "fast_rcnn/fg_cls_accuracy": 0.579192546583851, "iteration": 129219, "loss_box_reg": 0.23203485645353794, "loss_cls": 0.21842947928234935, "loss_mask": 0.26431300584226847, "loss_rpn_cls": 0.04089685268991161, "loss_rpn_loc": 0.07536764573887922, "loss_sem_seg": 0.31149093620479107, "lr": 0.02, "mask_rcnn/accuracy": 0.887335418038183, "mask_rcnn/false_negative": 0.11079015466691385, "mask_rcnn/false_positive": 0.11454064142986631, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5558219800004736, "total_loss": 1.1668614568770863} {"data_time": 0.011642838493571617, "eta_seconds": 79578.71813542387, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.31982655502392343, "fast_rcnn/fg_cls_accuracy": 0.6593943340931292, "iteration": 129239, "loss_box_reg": 0.2190264326054603, "loss_cls": 0.2052838015370071, "loss_mask": 0.259416242595762, "loss_rpn_cls": 0.04484761047933716, "loss_rpn_loc": 0.07768156303791329, "loss_sem_seg": 0.31727969786152244, "lr": 0.02, "mask_rcnn/accuracy": 0.8893962516012899, "mask_rcnn/false_negative": 0.10648603050133257, "mask_rcnn/false_positive": 0.11475250941806642, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5640408865001518, "total_loss": 1.1192143862281227} {"data_time": 0.01208975300687598, "eta_seconds": 79649.74258305134, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.39747113798790545, "fast_rcnn/fg_cls_accuracy": 0.538390092879257, "iteration": 129259, "loss_box_reg": 0.2229521779809147, "loss_cls": 0.2076827681157738, "loss_mask": 0.2475429568439722, "loss_rpn_cls": 0.0419675815210212, "loss_rpn_loc": 0.06897990951256361, "loss_sem_seg": 0.29991056909784675, "lr": 0.02, "mask_rcnn/accuracy": 0.8700101707743031, "mask_rcnn/false_negative": 0.08189256103868264, "mask_rcnn/false_positive": 0.18402795388981885, "roi_head/num_bg_samples": 432.5, "roi_head/num_fg_samples": 79.5, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.5726767664964427, "total_loss": 1.1108704483340262} {"data_time": 0.012576957000419497, "eta_seconds": 79688.9643240931, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.27698863636363635, "fast_rcnn/fg_cls_accuracy": 0.6215277777777778, "iteration": 129279, "loss_box_reg": 0.23194765858352184, "loss_cls": 0.21105127851478755, "loss_mask": 0.24956022202968597, "loss_rpn_cls": 0.04801089976535877, "loss_rpn_loc": 0.09341095635318197, "loss_sem_seg": 0.3215091098099947, "lr": 0.02, "mask_rcnn/accuracy": 0.9153277605685131, "mask_rcnn/false_negative": 0.07371134417667613, "mask_rcnn/false_positive": 0.10866188392927535, "roi_head/num_bg_samples": 468.0, "roi_head/num_fg_samples": 44.0, "rpn/num_neg_anchors": 234.75, "rpn/num_pos_anchors": 21.25, "time": 0.5681388224984403, "total_loss": 1.2015949225460645} {"data_time": 0.01283508249616716, "eta_seconds": 79706.50656113971, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.34608695652173915, "fast_rcnn/fg_cls_accuracy": 0.6065559739815132, "iteration": 129299, "loss_box_reg": 0.24082216154783964, "loss_cls": 0.20776811940595508, "loss_mask": 0.2654947265982628, "loss_rpn_cls": 0.04765667882747948, "loss_rpn_loc": 0.0866253871936351, "loss_sem_seg": 0.3434790465980768, "lr": 0.02, "mask_rcnn/accuracy": 0.8864343506281231, "mask_rcnn/false_negative": 0.1051656725680403, "mask_rcnn/false_positive": 0.12345039527163076, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.5709607660028269, "total_loss": 1.194228117034072} {"data_time": 0.012162011502368841, "eta_seconds": 79756.58685822252, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.39144736842105265, "fast_rcnn/fg_cls_accuracy": 0.5746793454223795, "iteration": 129319, "loss_box_reg": 0.229323856998235, "loss_cls": 0.20748804090544581, "loss_mask": 0.2527566417120397, "loss_rpn_cls": 0.04448481732106302, "loss_rpn_loc": 0.07561604282818735, "loss_sem_seg": 0.3202611992601305, "lr": 0.02, "mask_rcnn/accuracy": 0.882345329849265, "mask_rcnn/false_negative": 0.10849833135265335, "mask_rcnn/false_positive": 0.10808644088586657, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5739470770058688, "total_loss": 1.1788186751073226} {"data_time": 0.012219921503856312, "eta_seconds": 79757.03919316396, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.43007138317117294, "fast_rcnn/fg_cls_accuracy": 0.5380138295284755, "iteration": 129339, "loss_box_reg": 0.24402454867959023, "loss_cls": 0.22497854614630342, "loss_mask": 0.2656283872202039, "loss_rpn_cls": 0.047357078350614756, "loss_rpn_loc": 0.07510197124793194, "loss_sem_seg": 0.3254141863435507, "lr": 0.02, "mask_rcnn/accuracy": 0.8803966623755253, "mask_rcnn/false_negative": 0.1007226178987608, "mask_rcnn/false_positive": 0.1418129131289874, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.568326047003211, "total_loss": 1.1926936348318122} {"data_time": 0.012723492007353343, "eta_seconds": 79733.90957078265, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.3291078305519898, "fast_rcnn/fg_cls_accuracy": 0.6515005913660556, "iteration": 129359, "loss_box_reg": 0.21146697690710425, "loss_cls": 0.20644480525515974, "loss_mask": 0.24056944623589516, "loss_rpn_cls": 0.03989288682350889, "loss_rpn_loc": 0.07406875491142273, "loss_sem_seg": 0.33505920926108956, "lr": 0.02, "mask_rcnn/accuracy": 0.8917089900231348, "mask_rcnn/false_negative": 0.10898444568542934, "mask_rcnn/false_positive": 0.0991571354125544, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5563301260044682, "total_loss": 1.1520892218395602} {"data_time": 0.012391728501825128, "eta_seconds": 79734.35855270409, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.34656352419510317, "fast_rcnn/fg_cls_accuracy": 0.5590885002649708, "iteration": 129379, "loss_box_reg": 0.23083384428173304, "loss_cls": 0.23708726046606898, "loss_mask": 0.2639190861955285, "loss_rpn_cls": 0.048585410113446414, "loss_rpn_loc": 0.07004329818300903, "loss_sem_seg": 0.326088247820735, "lr": 0.02, "mask_rcnn/accuracy": 0.8884784911948651, "mask_rcnn/false_negative": 0.10835714803883682, "mask_rcnn/false_positive": 0.1045015428793569, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5616915049977251, "total_loss": 1.2023074969183654} {"data_time": 0.012449116999050602, "eta_seconds": 79723.01823247415, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.3840793352988475, "fast_rcnn/fg_cls_accuracy": 0.6014120667522465, "iteration": 129399, "loss_box_reg": 0.2436994779855013, "loss_cls": 0.22123812069185078, "loss_mask": 0.2539713019505143, "loss_rpn_cls": 0.03826037727412768, "loss_rpn_loc": 0.06416535755852237, "loss_sem_seg": 0.31703620310872793, "lr": 0.02, "mask_rcnn/accuracy": 0.894914938333794, "mask_rcnn/false_negative": 0.07445172184091048, "mask_rcnn/false_positive": 0.14057381359399262, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5835036510034115, "total_loss": 1.160793792005279} {"data_time": 0.012211544999445323, "eta_seconds": 79689.38303094488, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.33114035087719296, "fast_rcnn/fg_cls_accuracy": 0.5996788696210662, "iteration": 129419, "loss_box_reg": 0.22644658759236336, "loss_cls": 0.21457284409552813, "loss_mask": 0.25520854629576206, "loss_rpn_cls": 0.04452821193262935, "loss_rpn_loc": 0.08084933162899688, "loss_sem_seg": 0.33002436230890453, "lr": 0.02, "mask_rcnn/accuracy": 0.897442309697101, "mask_rcnn/false_negative": 0.08418050856296277, "mask_rcnn/false_positive": 0.12925026474900003, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 234.5, "rpn/num_pos_anchors": 21.5, "time": 0.5685635650006589, "total_loss": 1.16938323105569} {"data_time": 0.012307723001867998, "eta_seconds": 79630.67127353777, "fast_rcnn/cls_accuracy": 0.91064453125, "fast_rcnn/false_negative": 0.38884535005224663, "fast_rcnn/fg_cls_accuracy": 0.5642178910544727, "iteration": 129439, "loss_box_reg": 0.2515306315617636, "loss_cls": 0.24363226466812193, "loss_mask": 0.2579274382442236, "loss_rpn_cls": 0.05117345039616339, "loss_rpn_loc": 0.08181657153181732, "loss_sem_seg": 0.3236328922212124, "lr": 0.02, "mask_rcnn/accuracy": 0.8805012532237599, "mask_rcnn/false_negative": 0.10024042345518885, "mask_rcnn/false_positive": 0.12955894814211436, "roi_head/num_bg_samples": 431.75, "roi_head/num_fg_samples": 80.25, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5583938284980832, "total_loss": 1.217406032679719} {"data_time": 0.012929745003930293, "eta_seconds": 79589.8900777621, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.33953634085213036, "fast_rcnn/fg_cls_accuracy": 0.6505376344086021, "iteration": 129459, "loss_box_reg": 0.24877325212582946, "loss_cls": 0.2216522531816736, "loss_mask": 0.25703798420727253, "loss_rpn_cls": 0.04389505396829918, "loss_rpn_loc": 0.0789492609910667, "loss_sem_seg": 0.32196951610967517, "lr": 0.02, "mask_rcnn/accuracy": 0.8787941488988023, "mask_rcnn/false_negative": 0.10580083615362387, "mask_rcnn/false_positive": 0.12669802436531966, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5731324969965499, "total_loss": 1.1718548041972099} {"data_time": 0.012822497999877669, "eta_seconds": 79565.99355472061, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.32211640211640213, "fast_rcnn/fg_cls_accuracy": 0.6383425124573827, "iteration": 129479, "loss_box_reg": 0.2228158914949745, "loss_cls": 0.20870809024199843, "loss_mask": 0.24934435356408358, "loss_rpn_cls": 0.042004225484561175, "loss_rpn_loc": 0.0682170698128175, "loss_sem_seg": 0.34052584413439035, "lr": 0.02, "mask_rcnn/accuracy": 0.8832037185503572, "mask_rcnn/false_negative": 0.09445980784849872, "mask_rcnn/false_positive": 0.11671136681729047, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5618093399971258, "total_loss": 1.1349683800362982} {"data_time": 0.013786786003038287, "eta_seconds": 79411.9773657801, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.3443800294193995, "fast_rcnn/fg_cls_accuracy": 0.6007276147106866, "iteration": 129499, "loss_box_reg": 0.2457998446188867, "loss_cls": 0.22714240686036646, "loss_mask": 0.25545194651931524, "loss_rpn_cls": 0.04048224731377559, "loss_rpn_loc": 0.07150214776629582, "loss_sem_seg": 0.3085469165816903, "lr": 0.02, "mask_rcnn/accuracy": 0.8890665297712492, "mask_rcnn/false_negative": 0.09525492992910728, "mask_rcnn/false_positive": 0.1336136304343627, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5620399594990886, "total_loss": 1.1508363610482775} {"data_time": 0.012304240502999164, "eta_seconds": 79470.71756923303, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.2994231388180535, "fast_rcnn/fg_cls_accuracy": 0.6372767857142857, "iteration": 129519, "loss_box_reg": 0.22359637403860688, "loss_cls": 0.22613310581073165, "loss_mask": 0.2485850965604186, "loss_rpn_cls": 0.047125045413849875, "loss_rpn_loc": 0.07550188252935186, "loss_sem_seg": 0.3354888064786792, "lr": 0.02, "mask_rcnn/accuracy": 0.9023816076087969, "mask_rcnn/false_negative": 0.07908870196314692, "mask_rcnn/false_positive": 0.11358163006040031, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5722156779957004, "total_loss": 1.1709080014843494} {"data_time": 0.012243984499946237, "eta_seconds": 79459.40348155296, "fast_rcnn/cls_accuracy": 0.91015625, "fast_rcnn/false_negative": 0.3364179478609626, "fast_rcnn/fg_cls_accuracy": 0.6153846153846154, "iteration": 129539, "loss_box_reg": 0.23465540539473295, "loss_cls": 0.22150567104108632, "loss_mask": 0.24713715072721243, "loss_rpn_cls": 0.043918948562350124, "loss_rpn_loc": 0.06877728970721364, "loss_sem_seg": 0.31203193590044975, "lr": 0.02, "mask_rcnn/accuracy": 0.8902103073372205, "mask_rcnn/false_negative": 0.10303701502975174, "mask_rcnn/false_positive": 0.1195082353844738, "roi_head/num_bg_samples": 425.75, "roi_head/num_fg_samples": 86.25, "rpn/num_neg_anchors": 205.0, "rpn/num_pos_anchors": 51.0, "time": 0.567948851006804, "total_loss": 1.1415294225444086} {"data_time": 0.01325297649600543, "eta_seconds": 79533.25899496223, "fast_rcnn/cls_accuracy": 0.91015625, "fast_rcnn/false_negative": 0.322265625, "fast_rcnn/fg_cls_accuracy": 0.6334715299079754, "iteration": 129559, "loss_box_reg": 0.2591621205210686, "loss_cls": 0.2265083948150277, "loss_mask": 0.25985033297911286, "loss_rpn_cls": 0.048654176091076806, "loss_rpn_loc": 0.07856041967170313, "loss_sem_seg": 0.32591067301109433, "lr": 0.02, "mask_rcnn/accuracy": 0.8798732119381495, "mask_rcnn/false_negative": 0.092410221454518, "mask_rcnn/false_positive": 0.13882780495290797, "roi_head/num_bg_samples": 428.5, "roi_head/num_fg_samples": 83.5, "rpn/num_neg_anchors": 208.0, "rpn/num_pos_anchors": 48.0, "time": 0.5689897449992714, "total_loss": 1.2275738155876752} {"data_time": 0.01286397100193426, "eta_seconds": 79580.83594786654, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.27101769911504425, "fast_rcnn/fg_cls_accuracy": 0.6745989304812834, "iteration": 129579, "loss_box_reg": 0.2167213475331664, "loss_cls": 0.2040305002592504, "loss_mask": 0.23982026800513268, "loss_rpn_cls": 0.04234992919373326, "loss_rpn_loc": 0.06850860247504897, "loss_sem_seg": 0.34860859252512455, "lr": 0.02, "mask_rcnn/accuracy": 0.9031191072431594, "mask_rcnn/false_negative": 0.0820569329360436, "mask_rcnn/false_positive": 0.10373931542138734, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 235.75, "rpn/num_pos_anchors": 20.25, "time": 0.5724679300037678, "total_loss": 1.1222895229875576} {"data_time": 0.012415737503033597, "eta_seconds": 79571.43283867744, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3936658902691511, "fast_rcnn/fg_cls_accuracy": 0.5648168578993822, "iteration": 129599, "loss_box_reg": 0.23303278861567378, "loss_cls": 0.19560117088258266, "loss_mask": 0.26035495195537806, "loss_rpn_cls": 0.03399352967971936, "loss_rpn_loc": 0.06135454340255819, "loss_sem_seg": 0.29754429031163454, "lr": 0.02, "mask_rcnn/accuracy": 0.8656447186697527, "mask_rcnn/false_negative": 0.10224388806220622, "mask_rcnn/false_positive": 0.15987150447725013, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.561435725496267, "total_loss": 1.0979520432301797} {"data_time": 0.011826366004243027, "eta_seconds": 79560.09795746738, "fast_rcnn/cls_accuracy": 0.95703125, "fast_rcnn/false_negative": 0.3080706179066835, "fast_rcnn/fg_cls_accuracy": 0.6129928894634777, "iteration": 129619, "loss_box_reg": 0.2343859258107841, "loss_cls": 0.20303200650960207, "loss_mask": 0.2596581499092281, "loss_rpn_cls": 0.043775788421044126, "loss_rpn_loc": 0.06982705423433799, "loss_sem_seg": 0.35462992917746305, "lr": 0.02, "mask_rcnn/accuracy": 0.9068672225473764, "mask_rcnn/false_negative": 0.05641059811390284, "mask_rcnn/false_positive": 0.12011906194626971, "roi_head/num_bg_samples": 462.25, "roi_head/num_fg_samples": 49.75, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5599072054974386, "total_loss": 1.1786376814416144} {"data_time": 0.013861147504940163, "eta_seconds": 79546.8321296565, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3113703236654056, "fast_rcnn/fg_cls_accuracy": 0.6646370023419204, "iteration": 129639, "loss_box_reg": 0.22267558122985065, "loss_cls": 0.22112100548110902, "loss_mask": 0.2539746258407831, "loss_rpn_cls": 0.03953832745901309, "loss_rpn_loc": 0.08257793585653417, "loss_sem_seg": 0.33102219831198454, "lr": 0.02, "mask_rcnn/accuracy": 0.9021991377413499, "mask_rcnn/false_negative": 0.08611075929090388, "mask_rcnn/false_positive": 0.11149369519839197, "roi_head/num_bg_samples": 460.25, "roi_head/num_fg_samples": 51.75, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5585960530079319, "total_loss": 1.161378558841534} {"data_time": 0.012314273000811227, "eta_seconds": 79540.07537689441, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.35573648361004684, "fast_rcnn/fg_cls_accuracy": 0.5784105897870737, "iteration": 129659, "loss_box_reg": 0.23557831346988678, "loss_cls": 0.22310896217823029, "loss_mask": 0.26857308205217123, "loss_rpn_cls": 0.044903856032760814, "loss_rpn_loc": 0.08456468442454934, "loss_sem_seg": 0.29480254650115967, "lr": 0.02, "mask_rcnn/accuracy": 0.8757470531315974, "mask_rcnn/false_negative": 0.09787629441220491, "mask_rcnn/false_positive": 0.14060291741814762, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5690801629971247, "total_loss": 1.1714734857087024} {"data_time": 0.013266633999592159, "eta_seconds": 79459.29434286235, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.3596153846153846, "fast_rcnn/fg_cls_accuracy": 0.6131255699190044, "iteration": 129679, "loss_box_reg": 0.2202909574843943, "loss_cls": 0.20558316993992776, "loss_mask": 0.25240897247567773, "loss_rpn_cls": 0.043017025192966685, "loss_rpn_loc": 0.07663427526131272, "loss_sem_seg": 0.31266643200069666, "lr": 0.02, "mask_rcnn/accuracy": 0.8856663868078878, "mask_rcnn/false_negative": 0.09580259482276492, "mask_rcnn/false_positive": 0.12350987364517507, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.560410572004912, "total_loss": 1.1166851485613734} {"data_time": 0.013162768991605844, "eta_seconds": 79400.41374857779, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.36891970681326003, "fast_rcnn/fg_cls_accuracy": 0.5797658862876254, "iteration": 129699, "loss_box_reg": 0.22718428540974855, "loss_cls": 0.21869738725945354, "loss_mask": 0.2570663904771209, "loss_rpn_cls": 0.042692216869909316, "loss_rpn_loc": 0.07713043957483023, "loss_sem_seg": 0.32222468266263604, "lr": 0.02, "mask_rcnn/accuracy": 0.8930852629513344, "mask_rcnn/false_negative": 0.09088695652299325, "mask_rcnn/false_positive": 0.12414782580548148, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5631440979996114, "total_loss": 1.205696161632659} {"data_time": 0.013526314993214328, "eta_seconds": 79284.47682333195, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.31820615796519414, "fast_rcnn/fg_cls_accuracy": 0.6757697456492637, "iteration": 129719, "loss_box_reg": 0.2256517254281789, "loss_cls": 0.20640157139860094, "loss_mask": 0.2555953310802579, "loss_rpn_cls": 0.039976170839508995, "loss_rpn_loc": 0.08461502572754398, "loss_sem_seg": 0.36975338542833924, "lr": 0.02, "mask_rcnn/accuracy": 0.884183029272315, "mask_rcnn/false_negative": 0.09533351207091503, "mask_rcnn/false_positive": 0.12937008810572048, "roi_head/num_bg_samples": 461.25, "roi_head/num_fg_samples": 50.75, "rpn/num_neg_anchors": 236.25, "rpn/num_pos_anchors": 19.75, "time": 0.5610617354977876, "total_loss": 1.1801483560120687} {"data_time": 0.012390948497341014, "eta_seconds": 79273.17315757203, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3857457017193123, "fast_rcnn/fg_cls_accuracy": 0.5787888926062228, "iteration": 129739, "loss_box_reg": 0.21932536084204912, "loss_cls": 0.2074197460897267, "loss_mask": 0.2527498323470354, "loss_rpn_cls": 0.04535256480448879, "loss_rpn_loc": 0.07188244845019653, "loss_sem_seg": 0.29870067210868, "lr": 0.02, "mask_rcnn/accuracy": 0.9037157742514885, "mask_rcnn/false_negative": 0.07617090995673313, "mask_rcnn/false_positive": 0.13996839566021202, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5596263085026294, "total_loss": 1.1175571530475281} {"data_time": 0.012716428005660418, "eta_seconds": 79274.39511761552, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.36232661232661234, "fast_rcnn/fg_cls_accuracy": 0.6162502215133794, "iteration": 129759, "loss_box_reg": 0.22550884285010397, "loss_cls": 0.20244513312354684, "loss_mask": 0.24969498999416828, "loss_rpn_cls": 0.04480913883890025, "loss_rpn_loc": 0.07354212604695931, "loss_sem_seg": 0.35431917337700725, "lr": 0.02, "mask_rcnn/accuracy": 0.8722642232356459, "mask_rcnn/false_negative": 0.08922553837859734, "mask_rcnn/false_positive": 0.1438210257143565, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5652726030020858, "total_loss": 1.17527488435735} {"data_time": 0.012839398994401563, "eta_seconds": 79272.14675011049, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.2555939016990291, "fast_rcnn/fg_cls_accuracy": 0.6822002923976609, "iteration": 129779, "loss_box_reg": 0.24974229838699102, "loss_cls": 0.21468534809537232, "loss_mask": 0.24676326382905245, "loss_rpn_cls": 0.04543755136546679, "loss_rpn_loc": 0.07189676625421271, "loss_sem_seg": 0.3228251032996923, "lr": 0.02, "mask_rcnn/accuracy": 0.8984160817674064, "mask_rcnn/false_negative": 0.08176315165828965, "mask_rcnn/false_positive": 0.12408778350310028, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5753018879986485, "total_loss": 1.1137799076386727} {"data_time": 0.012340113004029263, "eta_seconds": 79187.04906395837, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.35947195333829735, "fast_rcnn/fg_cls_accuracy": 0.5964749536178108, "iteration": 129799, "loss_box_reg": 0.23894315818324685, "loss_cls": 0.21344044292345643, "loss_mask": 0.2626475067809224, "loss_rpn_cls": 0.04797413360211067, "loss_rpn_loc": 0.07242997383582406, "loss_sem_seg": 0.3267451198771596, "lr": 0.02, "mask_rcnn/accuracy": 0.9004327837278217, "mask_rcnn/false_negative": 0.09857774282639614, "mask_rcnn/false_positive": 0.11423013916514478, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.5538144360034494, "total_loss": 1.1711881048977375} {"data_time": 0.013059143995633349, "eta_seconds": 79230.9254259581, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.2956968341920223, "fast_rcnn/fg_cls_accuracy": 0.6528699606686332, "iteration": 129819, "loss_box_reg": 0.22762592555955052, "loss_cls": 0.20503003965131938, "loss_mask": 0.2548655979335308, "loss_rpn_cls": 0.04192771192174405, "loss_rpn_loc": 0.07383342640241608, "loss_sem_seg": 0.31447379011660814, "lr": 0.02, "mask_rcnn/accuracy": 0.900522374165602, "mask_rcnn/false_negative": 0.07578105569026096, "mask_rcnn/false_positive": 0.0820873207645199, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5783948509924812, "total_loss": 1.132799126644386} {"data_time": 0.012378224004351068, "eta_seconds": 79229.17330937536, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.35270009643201544, "fast_rcnn/fg_cls_accuracy": 0.6310621584699454, "iteration": 129839, "loss_box_reg": 0.22347572050057352, "loss_cls": 0.2154433079995215, "loss_mask": 0.2645320831798017, "loss_rpn_cls": 0.042847577919019386, "loss_rpn_loc": 0.07442848902428523, "loss_sem_seg": 0.2879657647572458, "lr": 0.02, "mask_rcnn/accuracy": 0.8831871733353809, "mask_rcnn/false_negative": 0.11166664683732475, "mask_rcnn/false_positive": 0.12571569174466257, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5775225864999811, "total_loss": 1.146755495108664} {"data_time": 0.011936687500565313, "eta_seconds": 79340.77137442312, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.33872229465449805, "fast_rcnn/fg_cls_accuracy": 0.5966101694915253, "iteration": 129859, "loss_box_reg": 0.2317081610672176, "loss_cls": 0.20943546714261174, "loss_mask": 0.24435656797140837, "loss_rpn_cls": 0.03790532526909374, "loss_rpn_loc": 0.06929489734466188, "loss_sem_seg": 0.3292874067556113, "lr": 0.02, "mask_rcnn/accuracy": 0.8880152343510044, "mask_rcnn/false_negative": 0.0775886431119268, "mask_rcnn/false_positive": 0.1341193397030237, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5691194495084346, "total_loss": 1.1122435820579994} {"data_time": 0.013107358499837574, "eta_seconds": 79352.03953000266, "fast_rcnn/cls_accuracy": 0.95556640625, "fast_rcnn/false_negative": 0.28191383760174704, "fast_rcnn/fg_cls_accuracy": 0.676907719609583, "iteration": 129879, "loss_box_reg": 0.22501790733076632, "loss_cls": 0.20076922018779442, "loss_mask": 0.260238952934742, "loss_rpn_cls": 0.03870128688868135, "loss_rpn_loc": 0.06880956210079603, "loss_sem_seg": 0.3023720569908619, "lr": 0.02, "mask_rcnn/accuracy": 0.9098462993055667, "mask_rcnn/false_negative": 0.08269176918138588, "mask_rcnn/false_positive": 0.09946298763288058, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 235.5, "rpn/num_pos_anchors": 20.5, "time": 0.572516831496614, "total_loss": 1.1163963394064922} {"data_time": 0.011908138003491331, "eta_seconds": 79331.14028315326, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.3724693129284234, "fast_rcnn/fg_cls_accuracy": 0.5595959595959596, "iteration": 129899, "loss_box_reg": 0.21775065024849027, "loss_cls": 0.1982840404380113, "loss_mask": 0.2583616329357028, "loss_rpn_cls": 0.0381075959012378, "loss_rpn_loc": 0.06752333114854991, "loss_sem_seg": 0.29064898705109954, "lr": 0.02, "mask_rcnn/accuracy": 0.8815426984833303, "mask_rcnn/false_negative": 0.09754683335041849, "mask_rcnn/false_positive": 0.15669617083689227, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.569013817999803, "total_loss": 1.1133127211796818} {"data_time": 0.011973401007708162, "eta_seconds": 79329.38709688271, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.32778143515470703, "fast_rcnn/fg_cls_accuracy": 0.582010582010582, "iteration": 129919, "loss_box_reg": 0.25548914074897766, "loss_cls": 0.23747576773166656, "loss_mask": 0.2599164666607976, "loss_rpn_cls": 0.042746440012706444, "loss_rpn_loc": 0.07682373546413146, "loss_sem_seg": 0.3216905524022877, "lr": 0.02, "mask_rcnn/accuracy": 0.8986109248585349, "mask_rcnn/false_negative": 0.092626905178885, "mask_rcnn/false_positive": 0.11670240066935711, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5667930339986924, "total_loss": 1.2479431887331884} {"data_time": 0.012831924999773037, "eta_seconds": 79312.76559461946, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.39308448073064417, "fast_rcnn/fg_cls_accuracy": 0.6069155192693558, "iteration": 129939, "loss_box_reg": 0.23427839763462543, "loss_cls": 0.20837907819077373, "loss_mask": 0.2511169547215104, "loss_rpn_cls": 0.045085176650900394, "loss_rpn_loc": 0.07530991546809673, "loss_sem_seg": 0.3115383582189679, "lr": 0.02, "mask_rcnn/accuracy": 0.8806145830854689, "mask_rcnn/false_negative": 0.10079687826200204, "mask_rcnn/false_positive": 0.13366046983980573, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.5525027989933733, "total_loss": 1.1253654163447209} {"data_time": 0.01277444950392237, "eta_seconds": 79377.36154088058, "fast_rcnn/cls_accuracy": 0.904296875, "fast_rcnn/false_negative": 0.36987778576563624, "fast_rcnn/fg_cls_accuracy": 0.5695433598659405, "iteration": 129959, "loss_box_reg": 0.23381065938156098, "loss_cls": 0.2202492707874626, "loss_mask": 0.25959356129169464, "loss_rpn_cls": 0.04849215268041007, "loss_rpn_loc": 0.09077321318909526, "loss_sem_seg": 0.3530229590833187, "lr": 0.02, "mask_rcnn/accuracy": 0.8711009580957889, "mask_rcnn/false_negative": 0.1036352278941749, "mask_rcnn/false_positive": 0.14002815553184425, "roi_head/num_bg_samples": 430.25, "roi_head/num_fg_samples": 81.75, "rpn/num_neg_anchors": 200.25, "rpn/num_pos_anchors": 55.75, "time": 0.5778495769991423, "total_loss": 1.2092827479937114} {"data_time": 0.013172555998608004, "eta_seconds": 79377.26325348986, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3174025974025974, "fast_rcnn/fg_cls_accuracy": 0.6579545454545455, "iteration": 129979, "loss_box_reg": 0.22126770624890924, "loss_cls": 0.21809105179272592, "loss_mask": 0.24169521685689688, "loss_rpn_cls": 0.041458921565208584, "loss_rpn_loc": 0.06968835950829089, "loss_sem_seg": 0.30796908447518945, "lr": 0.02, "mask_rcnn/accuracy": 0.9059335619493699, "mask_rcnn/false_negative": 0.08159752359656094, "mask_rcnn/false_positive": 0.10629695895868227, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.574435367496335, "total_loss": 1.1254310871299822} {"data_time": 0.01352444700023625, "eta_seconds": 79421.29973157667, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.34895833333333337, "fast_rcnn/fg_cls_accuracy": 0.6209280303030303, "iteration": 129999, "loss_box_reg": 0.24149796226993203, "loss_cls": 0.2232970311306417, "loss_mask": 0.26547154132276773, "loss_rpn_cls": 0.04846303549129516, "loss_rpn_loc": 0.07893934182357043, "loss_sem_seg": 0.288311380892992, "lr": 0.02, "mask_rcnn/accuracy": 0.883115004964854, "mask_rcnn/false_negative": 0.10121311527429885, "mask_rcnn/false_positive": 0.13871663461009964, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5755805035005324, "total_loss": 1.1435900098877028} {"data_time": 0.013371621505939402, "eta_seconds": 79333.4003332662, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.3788031179280865, "fast_rcnn/fg_cls_accuracy": 0.5821314102564102, "iteration": 130019, "loss_box_reg": 0.21439811261370778, "loss_cls": 0.19720017025247216, "loss_mask": 0.2487924937158823, "loss_rpn_cls": 0.03906641807407141, "loss_rpn_loc": 0.06785276054870337, "loss_sem_seg": 0.2928959528217092, "lr": 0.02, "mask_rcnn/accuracy": 0.9020148043689525, "mask_rcnn/false_negative": 0.08351366966833193, "mask_rcnn/false_positive": 0.1145295539662986, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.553971230998286, "total_loss": 1.1172213681857102} {"data_time": 0.01265389499894809, "eta_seconds": 79290.75904493863, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.3731540084388186, "fast_rcnn/fg_cls_accuracy": 0.5810552068928838, "iteration": 130039, "loss_box_reg": 0.24693663977086544, "loss_cls": 0.23506239848211408, "loss_mask": 0.265168818179518, "loss_rpn_cls": 0.047134524866123684, "loss_rpn_loc": 0.09376707748742774, "loss_sem_seg": 0.34197203163057566, "lr": 0.02, "mask_rcnn/accuracy": 0.8763503136557198, "mask_rcnn/false_negative": 0.09909798537600895, "mask_rcnn/false_positive": 0.13445721529303425, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.5640368664971902, "total_loss": 1.24275638294057} {"data_time": 0.01290586400864413, "eta_seconds": 79227.54145402234, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.33896195097037796, "fast_rcnn/fg_cls_accuracy": 0.6003998069897291, "iteration": 130059, "loss_box_reg": 0.23417332232929766, "loss_cls": 0.2171336675528437, "loss_mask": 0.25286487117409706, "loss_rpn_cls": 0.04148336101206951, "loss_rpn_loc": 0.06941650839871727, "loss_sem_seg": 0.31012157117947936, "lr": 0.02, "mask_rcnn/accuracy": 0.9003595188075231, "mask_rcnn/false_negative": 0.08474947467589024, "mask_rcnn/false_positive": 0.12243380380818952, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5525583190101315, "total_loss": 1.1485374403564492} {"data_time": 0.013561470004788134, "eta_seconds": 79160.48191010488, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.25535369938089925, "fast_rcnn/fg_cls_accuracy": 0.6779081431046536, "iteration": 130079, "loss_box_reg": 0.23328827426303178, "loss_cls": 0.21787148201838136, "loss_mask": 0.2513086562976241, "loss_rpn_cls": 0.038188844395335764, "loss_rpn_loc": 0.07310705218696967, "loss_sem_seg": 0.33161241188645363, "lr": 0.02, "mask_rcnn/accuracy": 0.9096524396560655, "mask_rcnn/false_negative": 0.08498701312489437, "mask_rcnn/false_positive": 0.11305768941071762, "roi_head/num_bg_samples": 461.75, "roi_head/num_fg_samples": 50.25, "rpn/num_neg_anchors": 234.25, "rpn/num_pos_anchors": 21.75, "time": 0.5626920565046021, "total_loss": 1.1631208206381416} {"data_time": 0.012080629996489733, "eta_seconds": 79204.89546994219, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.38890756302521007, "fast_rcnn/fg_cls_accuracy": 0.5828571428571429, "iteration": 130099, "loss_box_reg": 0.225079977652058, "loss_cls": 0.2261965866200626, "loss_mask": 0.27911823708564043, "loss_rpn_cls": 0.040435922681353986, "loss_rpn_loc": 0.08057858760003, "loss_sem_seg": 0.33245384600013494, "lr": 0.02, "mask_rcnn/accuracy": 0.8877311103012634, "mask_rcnn/false_negative": 0.09010647793545247, "mask_rcnn/false_positive": 0.10291597989908638, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5703713664988754, "total_loss": 1.1758541829913156} {"data_time": 0.012497375508246478, "eta_seconds": 79149.11151106209, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.3704482735410917, "fast_rcnn/fg_cls_accuracy": 0.5861111111111111, "iteration": 130119, "loss_box_reg": 0.2317094011232257, "loss_cls": 0.21434672945179045, "loss_mask": 0.2586953043937683, "loss_rpn_cls": 0.04703330664415262, "loss_rpn_loc": 0.08367372184875421, "loss_sem_seg": 0.348124916665256, "lr": 0.02, "mask_rcnn/accuracy": 0.8951730932757718, "mask_rcnn/false_negative": 0.08231617409768857, "mask_rcnn/false_positive": 0.12713884711554474, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5579814115044428, "total_loss": 1.1789624869416002} {"data_time": 0.011847908004710916, "eta_seconds": 79195.24208351188, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.34607888099059847, "fast_rcnn/fg_cls_accuracy": 0.5429265947216584, "iteration": 130139, "loss_box_reg": 0.24612557934597135, "loss_cls": 0.22164493100717664, "loss_mask": 0.25940484926104546, "loss_rpn_cls": 0.05191593791823834, "loss_rpn_loc": 0.07850934378802776, "loss_sem_seg": 0.2945135231129825, "lr": 0.02, "mask_rcnn/accuracy": 0.8906698650391041, "mask_rcnn/false_negative": 0.11740366955364945, "mask_rcnn/false_positive": 0.12532715285924204, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5704902979996405, "total_loss": 1.1906086214294191} {"data_time": 0.012654556507186498, "eta_seconds": 79183.91723354177, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.28952748750567925, "fast_rcnn/fg_cls_accuracy": 0.6743066457352171, "iteration": 130159, "loss_box_reg": 0.2182663455605507, "loss_cls": 0.19208413909655064, "loss_mask": 0.24879165831953287, "loss_rpn_cls": 0.036370641115354374, "loss_rpn_loc": 0.06833501419168897, "loss_sem_seg": 0.3499429067596793, "lr": 0.02, "mask_rcnn/accuracy": 0.9056805556012617, "mask_rcnn/false_negative": 0.06998034540790307, "mask_rcnn/false_positive": 0.12295404935608242, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5705789094936335, "total_loss": 1.0841670501831686} {"data_time": 0.012445057000149973, "eta_seconds": 79103.90678420519, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.37604363048747647, "fast_rcnn/fg_cls_accuracy": 0.5823643410852714, "iteration": 130179, "loss_box_reg": 0.23133969400078058, "loss_cls": 0.22173628606833518, "loss_mask": 0.26241407077759504, "loss_rpn_cls": 0.0436625060683582, "loss_rpn_loc": 0.07869991793995723, "loss_sem_seg": 0.35749142710119486, "lr": 0.02, "mask_rcnn/accuracy": 0.891616509885204, "mask_rcnn/false_negative": 0.11020124387478873, "mask_rcnn/false_positive": 0.1316585384556237, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5598418819936342, "total_loss": 1.176943833619589} {"data_time": 0.012594306499522645, "eta_seconds": 79048.39688834325, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.28849206349206347, "fast_rcnn/fg_cls_accuracy": 0.6539697346600333, "iteration": 130199, "loss_box_reg": 0.18780438019894063, "loss_cls": 0.18769529601559043, "loss_mask": 0.25632512010633945, "loss_rpn_cls": 0.04545516479993239, "loss_rpn_loc": 0.06297965854173526, "loss_sem_seg": 0.3685326147824526, "lr": 0.02, "mask_rcnn/accuracy": 0.9067287159224593, "mask_rcnn/false_negative": 0.08639291083090123, "mask_rcnn/false_positive": 0.08965150590158574, "roi_head/num_bg_samples": 458.75, "roi_head/num_fg_samples": 53.25, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5397050920000765, "total_loss": 1.106431449392403} {"data_time": 0.01254141450044699, "eta_seconds": 79028.1726742973, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.38035619820137545, "fast_rcnn/fg_cls_accuracy": 0.573271665043817, "iteration": 130219, "loss_box_reg": 0.23012822773307562, "loss_cls": 0.21838960191234946, "loss_mask": 0.26506865955889225, "loss_rpn_cls": 0.04843166912905872, "loss_rpn_loc": 0.06446961990877753, "loss_sem_seg": 0.31673007970675826, "lr": 0.02, "mask_rcnn/accuracy": 0.897684016994479, "mask_rcnn/false_negative": 0.0945168554651665, "mask_rcnn/false_positive": 0.15572113865353993, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.5511108995051472, "total_loss": 1.203567616372311} {"data_time": 0.012739980498736259, "eta_seconds": 79038.31793199212, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.36042173560421736, "fast_rcnn/fg_cls_accuracy": 0.576128819278876, "iteration": 130239, "loss_box_reg": 0.2304929867386818, "loss_cls": 0.21662610000930727, "loss_mask": 0.26429111417382956, "loss_rpn_cls": 0.04391692463832442, "loss_rpn_loc": 0.07035444339271635, "loss_sem_seg": 0.31342101586051285, "lr": 0.02, "mask_rcnn/accuracy": 0.8957294818411663, "mask_rcnn/false_negative": 0.1055857869851621, "mask_rcnn/false_positive": 0.11882985371318783, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 234.5, "rpn/num_pos_anchors": 21.5, "time": 0.5681255474992213, "total_loss": 1.1632577328418847} {"data_time": 0.011586479005927686, "eta_seconds": 79002.15261203452, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.27821595934261767, "fast_rcnn/fg_cls_accuracy": 0.6687761240673464, "iteration": 130259, "loss_box_reg": 0.22603506734594703, "loss_cls": 0.21164237684570253, "loss_mask": 0.2608042676001787, "loss_rpn_cls": 0.04345390945672989, "loss_rpn_loc": 0.08271004137350246, "loss_sem_seg": 0.3185582924634218, "lr": 0.02, "mask_rcnn/accuracy": 0.8941637966485041, "mask_rcnn/false_negative": 0.08659264928761115, "mask_rcnn/false_positive": 0.1288089091492117, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5659243990085088, "total_loss": 1.1048861132294405} {"data_time": 0.011837562000437174, "eta_seconds": 78970.93137757822, "fast_rcnn/cls_accuracy": 0.91064453125, "fast_rcnn/false_negative": 0.38098582556506194, "fast_rcnn/fg_cls_accuracy": 0.5534805126404494, "iteration": 130279, "loss_box_reg": 0.2319962023757398, "loss_cls": 0.2266212971881032, "loss_mask": 0.25258604995906353, "loss_rpn_cls": 0.05022820908925496, "loss_rpn_loc": 0.08341990440385416, "loss_sem_seg": 0.3218386936932802, "lr": 0.02, "mask_rcnn/accuracy": 0.8882683830110991, "mask_rcnn/false_negative": 0.09150828027487354, "mask_rcnn/false_positive": 0.13650617603862764, "roi_head/num_bg_samples": 428.5, "roi_head/num_fg_samples": 83.5, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.5580094654942513, "total_loss": 1.1776617367286235} {"data_time": 0.012492007495893631, "eta_seconds": 78887.22605767552, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3896780303030303, "fast_rcnn/fg_cls_accuracy": 0.5993265993265993, "iteration": 130299, "loss_box_reg": 0.23379431292414665, "loss_cls": 0.2120865425094962, "loss_mask": 0.2486525271087885, "loss_rpn_cls": 0.05028458804008551, "loss_rpn_loc": 0.07901324963313527, "loss_sem_seg": 0.3048857571557164, "lr": 0.02, "mask_rcnn/accuracy": 0.8908819451626699, "mask_rcnn/false_negative": 0.09967426615600555, "mask_rcnn/false_positive": 0.1079765463079164, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5588545344944578, "total_loss": 1.1928265602473402} {"data_time": 0.01285736150748562, "eta_seconds": 78833.33214294983, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.37532603025560773, "fast_rcnn/fg_cls_accuracy": 0.6015762786596119, "iteration": 130319, "loss_box_reg": 0.23399258800782263, "loss_cls": 0.21647969353944063, "loss_mask": 0.25608884636312723, "loss_rpn_cls": 0.04433413259721419, "loss_rpn_loc": 0.06951273573213257, "loss_sem_seg": 0.34307268261909485, "lr": 0.02, "mask_rcnn/accuracy": 0.876357956411941, "mask_rcnn/false_negative": 0.09887249300615078, "mask_rcnn/false_positive": 0.13207202362798606, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5578725844970904, "total_loss": 1.1928914251475362} {"data_time": 0.01188234800065402, "eta_seconds": 78784.796231782, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.34800759013282734, "fast_rcnn/fg_cls_accuracy": 0.646078431372549, "iteration": 130339, "loss_box_reg": 0.2185819533187896, "loss_cls": 0.21032171975821257, "loss_mask": 0.25079834554344416, "loss_rpn_cls": 0.04475828290742356, "loss_rpn_loc": 0.06251052825246006, "loss_sem_seg": 0.31995724234730005, "lr": 0.02, "mask_rcnn/accuracy": 0.9036405683768836, "mask_rcnn/false_negative": 0.08501807086269854, "mask_rcnn/false_positive": 0.0985401287887576, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 234.25, "rpn/num_pos_anchors": 21.75, "time": 0.5588520775054349, "total_loss": 1.1619685378973372} {"data_time": 0.012933433994476218, "eta_seconds": 78773.51394163203, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.31677774558099103, "fast_rcnn/fg_cls_accuracy": 0.5954305959302326, "iteration": 130359, "loss_box_reg": 0.230171482777223, "loss_cls": 0.21978988987393677, "loss_mask": 0.24274924211204052, "loss_rpn_cls": 0.04414546547923237, "loss_rpn_loc": 0.07859635847853497, "loss_sem_seg": 0.33611339214257896, "lr": 0.02, "mask_rcnn/accuracy": 0.8847954513613225, "mask_rcnn/false_negative": 0.10499402657456734, "mask_rcnn/false_positive": 0.12567165018400026, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.557561657995393, "total_loss": 1.1438653968798462} {"data_time": 0.012998083489947021, "eta_seconds": 78823.64429709804, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.4159060302259464, "fast_rcnn/fg_cls_accuracy": 0.5677689505110819, "iteration": 130379, "loss_box_reg": 0.23760065156966448, "loss_cls": 0.2199921808205545, "loss_mask": 0.25436568912118673, "loss_rpn_cls": 0.04106485843658447, "loss_rpn_loc": 0.07327294407878071, "loss_sem_seg": 0.330228152917698, "lr": 0.02, "mask_rcnn/accuracy": 0.8807738004559329, "mask_rcnn/false_negative": 0.07201544645417443, "mask_rcnn/false_positive": 0.14859720372508822, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5742983884993009, "total_loss": 1.183835671574343} {"data_time": 0.011922832498385105, "eta_seconds": 78750.94936133208, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.28829787234042553, "fast_rcnn/fg_cls_accuracy": 0.6441332860687699, "iteration": 130399, "loss_box_reg": 0.2476830706000328, "loss_cls": 0.23743256740272045, "loss_mask": 0.26388078182935715, "loss_rpn_cls": 0.048168283654376864, "loss_rpn_loc": 0.07744644186459482, "loss_sem_seg": 0.349236685782671, "lr": 0.02, "mask_rcnn/accuracy": 0.8744972414083558, "mask_rcnn/false_negative": 0.1159747120124141, "mask_rcnn/false_positive": 0.1334320556967981, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5537421804983751, "total_loss": 1.2330252795945853} {"data_time": 0.0131629969982896, "eta_seconds": 78776.89402170002, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.35183406952179763, "fast_rcnn/fg_cls_accuracy": 0.5873307594668924, "iteration": 130419, "loss_box_reg": 0.22841390850953758, "loss_cls": 0.2273334409110248, "loss_mask": 0.24097924400120974, "loss_rpn_cls": 0.04821917461231351, "loss_rpn_loc": 0.07265541551169008, "loss_sem_seg": 0.3291301280260086, "lr": 0.02, "mask_rcnn/accuracy": 0.8807074156664263, "mask_rcnn/false_negative": 0.0939651302784387, "mask_rcnn/false_positive": 0.13235386745280628, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5691633954993449, "total_loss": 1.18203355211881} {"data_time": 0.012893783998151775, "eta_seconds": 78837.75971375188, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.3659981668994413, "fast_rcnn/fg_cls_accuracy": 0.6026315789473684, "iteration": 130439, "loss_box_reg": 0.2589915730059147, "loss_cls": 0.2520281528122723, "loss_mask": 0.2634009215980768, "loss_rpn_cls": 0.042398431920446455, "loss_rpn_loc": 0.08336471917573363, "loss_sem_seg": 0.33424303121864796, "lr": 0.02, "mask_rcnn/accuracy": 0.8847216464888725, "mask_rcnn/false_negative": 0.08832527038051327, "mask_rcnn/false_positive": 0.11955122041527039, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5762272485007998, "total_loss": 1.226584788018954} {"data_time": 0.01270107449090574, "eta_seconds": 78819.76538539011, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.3695852534562212, "fast_rcnn/fg_cls_accuracy": 0.6244416873449132, "iteration": 130459, "loss_box_reg": 0.2223854511976242, "loss_cls": 0.19934244779869914, "loss_mask": 0.24866484897211194, "loss_rpn_cls": 0.052710343414219096, "loss_rpn_loc": 0.08540383563376963, "loss_sem_seg": 0.35745131224393845, "lr": 0.02, "mask_rcnn/accuracy": 0.8872600060689598, "mask_rcnn/false_negative": 0.10252828515952678, "mask_rcnn/false_positive": 0.12659309907034794, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5661703884979943, "total_loss": 1.1685798701510066} {"data_time": 0.011878121003974229, "eta_seconds": 78778.97615372413, "fast_rcnn/cls_accuracy": 0.91357421875, "fast_rcnn/false_negative": 0.4065148305084746, "fast_rcnn/fg_cls_accuracy": 0.5195035460992907, "iteration": 130479, "loss_box_reg": 0.22783958353102207, "loss_cls": 0.21960831666365266, "loss_mask": 0.26385699957609177, "loss_rpn_cls": 0.05161690793465823, "loss_rpn_loc": 0.08554275974165648, "loss_sem_seg": 0.36813832027837634, "lr": 0.02, "mask_rcnn/accuracy": 0.8770575940605583, "mask_rcnn/false_negative": 0.09358190362946606, "mask_rcnn/false_positive": 0.12236287516514954, "roi_head/num_bg_samples": 430.75, "roi_head/num_fg_samples": 81.25, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.5583033814982628, "total_loss": 1.221528220223263} {"data_time": 0.012551642503240146, "eta_seconds": 78731.74352470017, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.3283653846153846, "fast_rcnn/fg_cls_accuracy": 0.6102490933951608, "iteration": 130499, "loss_box_reg": 0.21240697754547, "loss_cls": 0.18761633010581136, "loss_mask": 0.2555535538122058, "loss_rpn_cls": 0.04592002581921406, "loss_rpn_loc": 0.07439269666792825, "loss_sem_seg": 0.3307978534139693, "lr": 0.02, "mask_rcnn/accuracy": 0.9009896353646354, "mask_rcnn/false_negative": 0.0989250348962771, "mask_rcnn/false_positive": 0.1171554714561307, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.5447480065049604, "total_loss": 1.0978887961246073} {"data_time": 0.013187753997044638, "eta_seconds": 78720.45590045021, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.29159382284382285, "fast_rcnn/fg_cls_accuracy": 0.6716086752086516, "iteration": 130519, "loss_box_reg": 0.24809970590285957, "loss_cls": 0.21221016626805067, "loss_mask": 0.25013938918709755, "loss_rpn_cls": 0.038487429832457565, "loss_rpn_loc": 0.0727242145803757, "loss_sem_seg": 0.3382367992307991, "lr": 0.02, "mask_rcnn/accuracy": 0.90485599977696, "mask_rcnn/false_negative": 0.08717322577081413, "mask_rcnn/false_positive": 0.12247427198873313, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5789788830006728, "total_loss": 1.1718017736857291} {"data_time": 0.013886961001844611, "eta_seconds": 78741.02667750086, "fast_rcnn/cls_accuracy": 0.9091796875, "fast_rcnn/false_negative": 0.30132772020725385, "fast_rcnn/fg_cls_accuracy": 0.6147954041523886, "iteration": 130539, "loss_box_reg": 0.23694902285933495, "loss_cls": 0.21963548776693642, "loss_mask": 0.24627419374883175, "loss_rpn_cls": 0.04926797191728838, "loss_rpn_loc": 0.07779151426802855, "loss_sem_seg": 0.3412697520107031, "lr": 0.02, "mask_rcnn/accuracy": 0.8946967751359526, "mask_rcnn/false_negative": 0.08219707223328268, "mask_rcnn/false_positive": 0.1242847905091515, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5662481684994418, "total_loss": 1.173679094266845} {"data_time": 0.012060940003721043, "eta_seconds": 78697.57869251931, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.3082519499246248, "fast_rcnn/fg_cls_accuracy": 0.6375932027050459, "iteration": 130559, "loss_box_reg": 0.2592907231301069, "loss_cls": 0.23175901640206575, "loss_mask": 0.26360105630010366, "loss_rpn_cls": 0.04639668206800707, "loss_rpn_loc": 0.08493391389492899, "loss_sem_seg": 0.3560491343960166, "lr": 0.02, "mask_rcnn/accuracy": 0.8938207260575681, "mask_rcnn/false_negative": 0.08713517064353306, "mask_rcnn/false_positive": 0.12674262134701964, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.564425606498844, "total_loss": 1.2705471335211769} {"data_time": 0.012947868497576565, "eta_seconds": 78633.22225135345, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.3148617511520737, "fast_rcnn/fg_cls_accuracy": 0.6169721511793123, "iteration": 130579, "loss_box_reg": 0.2236450097989291, "loss_cls": 0.2059137006290257, "loss_mask": 0.2572243604809046, "loss_rpn_cls": 0.04253312325454317, "loss_rpn_loc": 0.08153000957099721, "loss_sem_seg": 0.3513320544734597, "lr": 0.02, "mask_rcnn/accuracy": 0.898380125639525, "mask_rcnn/false_negative": 0.09782049213689276, "mask_rcnn/false_positive": 0.10491192113572503, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 235.25, "rpn/num_pos_anchors": 20.75, "time": 0.559736173498095, "total_loss": 1.153805985377403} {"data_time": 0.012272276500880253, "eta_seconds": 78640.29261207479, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.29125896934116113, "fast_rcnn/fg_cls_accuracy": 0.675351288056206, "iteration": 130599, "loss_box_reg": 0.22420568205416203, "loss_cls": 0.21080095786601305, "loss_mask": 0.2533129444345832, "loss_rpn_cls": 0.04629762965487316, "loss_rpn_loc": 0.07814483705442399, "loss_sem_seg": 0.3216922525316477, "lr": 0.02, "mask_rcnn/accuracy": 0.8961028051986029, "mask_rcnn/false_negative": 0.08840267033232024, "mask_rcnn/false_positive": 0.13486119591459875, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5676998750059283, "total_loss": 1.1391469502123073} {"data_time": 0.012441118502465542, "eta_seconds": 78639.77301197787, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.4180228500055104, "fast_rcnn/fg_cls_accuracy": 0.5332908650783539, "iteration": 130619, "loss_box_reg": 0.24711327627301216, "loss_cls": 0.24776312743779272, "loss_mask": 0.2558572003617883, "loss_rpn_cls": 0.04399007587926462, "loss_rpn_loc": 0.07157981395721436, "loss_sem_seg": 0.3127204435877502, "lr": 0.02, "mask_rcnn/accuracy": 0.889853797983619, "mask_rcnn/false_negative": 0.08934123079246749, "mask_rcnn/false_positive": 0.13184582996059915, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5639168729976518, "total_loss": 1.1877217360015493} {"data_time": 0.012095606492948718, "eta_seconds": 78684.56571230092, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.42234848484848486, "fast_rcnn/fg_cls_accuracy": 0.5520334928229665, "iteration": 130639, "loss_box_reg": 0.2154898289591074, "loss_cls": 0.20563931157812476, "loss_mask": 0.2502476959489286, "loss_rpn_cls": 0.040321216045413166, "loss_rpn_loc": 0.08470076959929429, "loss_sem_seg": 0.3658997106831521, "lr": 0.02, "mask_rcnn/accuracy": 0.8780411922149942, "mask_rcnn/false_negative": 0.10964904887357146, "mask_rcnn/false_positive": 0.15773296156415623, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.5673416080026072, "total_loss": 1.2001406045164913} {"data_time": 0.012328406497545075, "eta_seconds": 78617.20472131789, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.29973728206353, "fast_rcnn/fg_cls_accuracy": 0.6064322469982848, "iteration": 130659, "loss_box_reg": 0.21343029849231243, "loss_cls": 0.20398120349273086, "loss_mask": 0.2575398413464427, "loss_rpn_cls": 0.046254119890363654, "loss_rpn_loc": 0.06852377246832475, "loss_sem_seg": 0.33722336310893297, "lr": 0.02, "mask_rcnn/accuracy": 0.9044067397039659, "mask_rcnn/false_negative": 0.06983983562787066, "mask_rcnn/false_positive": 0.12596061183936197, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5568305824999698, "total_loss": 1.1412795938085765} {"data_time": 0.012487643500207923, "eta_seconds": 78605.9205759879, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.2909619686800895, "fast_rcnn/fg_cls_accuracy": 0.6990156599552573, "iteration": 130679, "loss_box_reg": 0.2341877225553617, "loss_cls": 0.23766151256859303, "loss_mask": 0.2534683211706579, "loss_rpn_cls": 0.04084618511842564, "loss_rpn_loc": 0.08647460478823632, "loss_sem_seg": 0.31934760487638414, "lr": 0.02, "mask_rcnn/accuracy": 0.8743949366355326, "mask_rcnn/false_negative": 0.10434582468037146, "mask_rcnn/false_positive": 0.14970385372948586, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 208.5, "rpn/num_pos_anchors": 47.5, "time": 0.5562321300021722, "total_loss": 1.1730135552643333} {"data_time": 0.012818666000384837, "eta_seconds": 78666.43690275421, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.34383925933221704, "fast_rcnn/fg_cls_accuracy": 0.6418414918414919, "iteration": 130699, "loss_box_reg": 0.23181754210963845, "loss_cls": 0.20847501209937036, "loss_mask": 0.26177994161844254, "loss_rpn_cls": 0.04107387427939102, "loss_rpn_loc": 0.06313263217452914, "loss_sem_seg": 0.33747487096115947, "lr": 0.02, "mask_rcnn/accuracy": 0.9004773842912008, "mask_rcnn/false_negative": 0.06803009375719415, "mask_rcnn/false_positive": 0.13490594027301017, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.5758127355002216, "total_loss": 1.1497100074484479} {"data_time": 0.011960035997617524, "eta_seconds": 78639.39694014096, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.34619994359842077, "fast_rcnn/fg_cls_accuracy": 0.6018518518518519, "iteration": 130719, "loss_box_reg": 0.22539504524320364, "loss_cls": 0.19901807815767825, "loss_mask": 0.25231556547805667, "loss_rpn_cls": 0.04025629970419686, "loss_rpn_loc": 0.07950855401577428, "loss_sem_seg": 0.3423413790296763, "lr": 0.02, "mask_rcnn/accuracy": 0.894610580370915, "mask_rcnn/false_negative": 0.10733903226107751, "mask_rcnn/false_positive": 0.10841968524951505, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5480797674972564, "total_loss": 1.1870234078087378} {"data_time": 0.013028645000304095, "eta_seconds": 78668.29024940205, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.3376172116711885, "fast_rcnn/fg_cls_accuracy": 0.6396236705754021, "iteration": 130739, "loss_box_reg": 0.2486371281556785, "loss_cls": 0.22255537938326597, "loss_mask": 0.25616572983562946, "loss_rpn_cls": 0.04855429194867611, "loss_rpn_loc": 0.07365569754620083, "loss_sem_seg": 0.3540599010884762, "lr": 0.02, "mask_rcnn/accuracy": 0.8971758400069063, "mask_rcnn/false_negative": 0.08881839269827677, "mask_rcnn/false_positive": 0.12482619524697877, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5717604625024251, "total_loss": 1.1883867177239154} {"data_time": 0.013082631994620897, "eta_seconds": 78632.55354072404, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.31504232441089, "fast_rcnn/fg_cls_accuracy": 0.6020134228187919, "iteration": 130759, "loss_box_reg": 0.2228499868651852, "loss_cls": 0.2175608635880053, "loss_mask": 0.2578723030164838, "loss_rpn_cls": 0.04360274114878848, "loss_rpn_loc": 0.07970209029735997, "loss_sem_seg": 0.3172005536034703, "lr": 0.02, "mask_rcnn/accuracy": 0.8814903037914599, "mask_rcnn/false_negative": 0.11253467207918622, "mask_rcnn/false_positive": 0.11744358231919338, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5571961300011026, "total_loss": 1.1809108977904543} {"data_time": 0.012186122999992222, "eta_seconds": 78605.52036102099, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.4382561535252399, "fast_rcnn/fg_cls_accuracy": 0.47915762049500654, "iteration": 130779, "loss_box_reg": 0.21352049661800265, "loss_cls": 0.21509506611619145, "loss_mask": 0.2495920048095286, "loss_rpn_cls": 0.045170919547672383, "loss_rpn_loc": 0.06797566532623023, "loss_sem_seg": 0.32714420510455966, "lr": 0.02, "mask_rcnn/accuracy": 0.8878819923359416, "mask_rcnn/false_negative": 0.09718742776870257, "mask_rcnn/false_positive": 0.1166410657253601, "roi_head/num_bg_samples": 460.25, "roi_head/num_fg_samples": 51.75, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5627825040064636, "total_loss": 1.1368089847965166} {"data_time": 0.011464470997452736, "eta_seconds": 78627.71630855225, "fast_rcnn/cls_accuracy": 0.9619140625, "fast_rcnn/false_negative": 0.26238154836402644, "fast_rcnn/fg_cls_accuracy": 0.6576560865015695, "iteration": 130799, "loss_box_reg": 0.2003017896786332, "loss_cls": 0.1924835480749607, "loss_mask": 0.25201850198209286, "loss_rpn_cls": 0.04198254071525298, "loss_rpn_loc": 0.0760345634771511, "loss_sem_seg": 0.30858561978675425, "lr": 0.02, "mask_rcnn/accuracy": 0.9106896520117143, "mask_rcnn/false_negative": 0.09345530823820367, "mask_rcnn/false_positive": 0.09071791777750363, "roi_head/num_bg_samples": 470.0, "roi_head/num_fg_samples": 42.0, "rpn/num_neg_anchors": 237.75, "rpn/num_pos_anchors": 18.25, "time": 0.5718188650062075, "total_loss": 1.06775546548306} {"data_time": 0.012565227501909249, "eta_seconds": 78604.8587919173, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.33225108225108224, "fast_rcnn/fg_cls_accuracy": 0.6268115942028986, "iteration": 130819, "loss_box_reg": 0.2262897565960884, "loss_cls": 0.2005764222703874, "loss_mask": 0.2620768388733268, "loss_rpn_cls": 0.04988919332390651, "loss_rpn_loc": 0.07787919463589787, "loss_sem_seg": 0.31313493475317955, "lr": 0.02, "mask_rcnn/accuracy": 0.8838918660989575, "mask_rcnn/false_negative": 0.10275096416554029, "mask_rcnn/false_positive": 0.1424419003749446, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5630197244972805, "total_loss": 1.156233502260875} {"data_time": 0.011976591500570066, "eta_seconds": 78519.18432988953, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3372436379254805, "fast_rcnn/fg_cls_accuracy": 0.6098505810736027, "iteration": 130839, "loss_box_reg": 0.2365039826836437, "loss_cls": 0.21667287731543183, "loss_mask": 0.25169998593628407, "loss_rpn_cls": 0.049883482803124934, "loss_rpn_loc": 0.08357116463594139, "loss_sem_seg": 0.31902814004570246, "lr": 0.02, "mask_rcnn/accuracy": 0.8926335761180564, "mask_rcnn/false_negative": 0.08272973969652195, "mask_rcnn/false_positive": 0.10992064028421208, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5579362939970451, "total_loss": 1.1526054264395498} {"data_time": 0.01319693200639449, "eta_seconds": 78504.32938757443, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.31184895833333337, "fast_rcnn/fg_cls_accuracy": 0.6572916666666666, "iteration": 130859, "loss_box_reg": 0.23942094296216965, "loss_cls": 0.2174528642790392, "loss_mask": 0.2655423041433096, "loss_rpn_cls": 0.045662489952519536, "loss_rpn_loc": 0.07636571442708373, "loss_sem_seg": 0.3376152841374278, "lr": 0.02, "mask_rcnn/accuracy": 0.8844578880094875, "mask_rcnn/false_negative": 0.08095915834288309, "mask_rcnn/false_positive": 0.11893410296987342, "roi_head/num_bg_samples": 458.25, "roi_head/num_fg_samples": 53.75, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5663197095054784, "total_loss": 1.2086443041043822} {"data_time": 0.012485576000472065, "eta_seconds": 78472.8465461281, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.2772385509227614, "fast_rcnn/fg_cls_accuracy": 0.6652560304697419, "iteration": 130879, "loss_box_reg": 0.22653729538433254, "loss_cls": 0.21560527617111802, "loss_mask": 0.2618396580219269, "loss_rpn_cls": 0.04515268484828994, "loss_rpn_loc": 0.06573784588545095, "loss_sem_seg": 0.3588041262701154, "lr": 0.02, "mask_rcnn/accuracy": 0.8820629088956157, "mask_rcnn/false_negative": 0.09563336734539275, "mask_rcnn/false_positive": 0.12827035930544506, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5519322410036693, "total_loss": 1.1642367496388033} {"data_time": 0.012683934000961017, "eta_seconds": 78468.27519440345, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3355263157894737, "fast_rcnn/fg_cls_accuracy": 0.6644736842105263, "iteration": 130899, "loss_box_reg": 0.23836433922406286, "loss_cls": 0.2042083297856152, "loss_mask": 0.23794252332299948, "loss_rpn_cls": 0.03835691630956717, "loss_rpn_loc": 0.065556180808926, "loss_sem_seg": 0.3142142735887319, "lr": 0.02, "mask_rcnn/accuracy": 0.8997878246126036, "mask_rcnn/false_negative": 0.09256676868062712, "mask_rcnn/false_positive": 0.11444250321215343, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5698401005065534, "total_loss": 1.1276835837052204} {"data_time": 0.012394183497235645, "eta_seconds": 78434.46194124587, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.32148846960167715, "fast_rcnn/fg_cls_accuracy": 0.6511989411149075, "iteration": 130919, "loss_box_reg": 0.22358486684970558, "loss_cls": 0.21288925828412175, "loss_mask": 0.2575552579946816, "loss_rpn_cls": 0.05096887960098684, "loss_rpn_loc": 0.08581713275634684, "loss_sem_seg": 0.3272495805285871, "lr": 0.02, "mask_rcnn/accuracy": 0.9045357560849563, "mask_rcnn/false_negative": 0.0900066153973373, "mask_rcnn/false_positive": 0.10811148850741695, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5559743865014752, "total_loss": 1.1703450955683365} {"data_time": 0.013052786009211559, "eta_seconds": 78423.53904604257, "fast_rcnn/cls_accuracy": 0.90283203125, "fast_rcnn/false_negative": 0.3999622783855149, "fast_rcnn/fg_cls_accuracy": 0.5598005921281783, "iteration": 130939, "loss_box_reg": 0.24394463514909148, "loss_cls": 0.24422725709155202, "loss_mask": 0.2654370414093137, "loss_rpn_cls": 0.048780346114654094, "loss_rpn_loc": 0.0807595964288339, "loss_sem_seg": 0.3248953619040549, "lr": 0.02, "mask_rcnn/accuracy": 0.8970023094465058, "mask_rcnn/false_negative": 0.0920674997403796, "mask_rcnn/false_positive": 0.11542901452275031, "roi_head/num_bg_samples": 418.0, "roi_head/num_fg_samples": 94.0, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.5604066605010303, "total_loss": 1.2079660401213914} {"data_time": 0.012421066501701716, "eta_seconds": 78418.91821875665, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.3991046831955923, "fast_rcnn/fg_cls_accuracy": 0.5785629099582588, "iteration": 130959, "loss_box_reg": 0.24148530652746558, "loss_cls": 0.2295662215910852, "loss_mask": 0.2504491712898016, "loss_rpn_cls": 0.0474903573631309, "loss_rpn_loc": 0.083502315916121, "loss_sem_seg": 0.32577744871377945, "lr": 0.02, "mask_rcnn/accuracy": 0.9012182880671065, "mask_rcnn/false_negative": 0.08585053154855074, "mask_rcnn/false_positive": 0.116114232510009, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5796309409997775, "total_loss": 1.1973674413166009} {"data_time": 0.014390757503861096, "eta_seconds": 78377.55862392491, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.39799331103678925, "fast_rcnn/fg_cls_accuracy": 0.590147385422976, "iteration": 130979, "loss_box_reg": 0.22108048433437943, "loss_cls": 0.19799934187904, "loss_mask": 0.2504462581127882, "loss_rpn_cls": 0.0429386948235333, "loss_rpn_loc": 0.07877468969672918, "loss_sem_seg": 0.31874341145157814, "lr": 0.02, "mask_rcnn/accuracy": 0.8765631252501, "mask_rcnn/false_negative": 0.10195959483407432, "mask_rcnn/false_positive": 0.14197513709767115, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5627268885073136, "total_loss": 1.1549032297334634} {"data_time": 0.013494217993866187, "eta_seconds": 78358.18756228096, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.31515905947441214, "fast_rcnn/fg_cls_accuracy": 0.6200706845238095, "iteration": 130999, "loss_box_reg": 0.22246057959273458, "loss_cls": 0.22469724249094725, "loss_mask": 0.25203926768153906, "loss_rpn_cls": 0.04563206501188688, "loss_rpn_loc": 0.07095810648752376, "loss_sem_seg": 0.28104034438729286, "lr": 0.02, "mask_rcnn/accuracy": 0.8943302561409179, "mask_rcnn/false_negative": 0.08096952524836358, "mask_rcnn/false_positive": 0.13009080433335485, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5737608039926272, "total_loss": 1.1532068728847662} {"data_time": 0.011463915005151648, "eta_seconds": 78378.06713394563, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.3419068736141907, "fast_rcnn/fg_cls_accuracy": 0.6218783068783069, "iteration": 131019, "loss_box_reg": 0.2388553493656218, "loss_cls": 0.21719306334853172, "loss_mask": 0.261604527477175, "loss_rpn_cls": 0.044337052648188546, "loss_rpn_loc": 0.08825390809215605, "loss_sem_seg": 0.3401982202194631, "lr": 0.02, "mask_rcnn/accuracy": 0.8816092062871816, "mask_rcnn/false_negative": 0.10894184800846951, "mask_rcnn/false_positive": 0.1226049678630278, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5709882979936083, "total_loss": 1.1794011046295054} {"data_time": 0.014168944500852376, "eta_seconds": 78354.45142347935, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.296122638999734, "fast_rcnn/fg_cls_accuracy": 0.6433891992551211, "iteration": 131039, "loss_box_reg": 0.23104236600920558, "loss_cls": 0.21391513221897185, "loss_mask": 0.2577645219862461, "loss_rpn_cls": 0.04159752529812977, "loss_rpn_loc": 0.07752254986553453, "loss_sem_seg": 0.35223505180329084, "lr": 0.02, "mask_rcnn/accuracy": 0.8968006642592101, "mask_rcnn/false_negative": 0.07690046552807267, "mask_rcnn/false_positive": 0.11866438398684466, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5566039484983776, "total_loss": 1.1796552652522223} {"data_time": 0.012943331494170707, "eta_seconds": 78355.8649700218, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.41575677710843373, "fast_rcnn/fg_cls_accuracy": 0.5842432228915663, "iteration": 131059, "loss_box_reg": 0.21072589745745063, "loss_cls": 0.20420934888534248, "loss_mask": 0.247822776902467, "loss_rpn_cls": 0.04293709428748116, "loss_rpn_loc": 0.07022452550882008, "loss_sem_seg": 0.36004541371949017, "lr": 0.02, "mask_rcnn/accuracy": 0.8873106400569334, "mask_rcnn/false_negative": 0.08869785026874294, "mask_rcnn/false_positive": 0.13087173921291445, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5747455484961392, "total_loss": 1.1467644817312248} {"data_time": 0.013026435502979439, "eta_seconds": 78342.18630420761, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.38997113997113997, "fast_rcnn/fg_cls_accuracy": 0.5991803278688524, "iteration": 131079, "loss_box_reg": 0.2470952272415161, "loss_cls": 0.2147472135256976, "loss_mask": 0.2545812735334039, "loss_rpn_cls": 0.052112100704107434, "loss_rpn_loc": 0.07656387596216518, "loss_sem_seg": 0.3275158735923469, "lr": 0.02, "mask_rcnn/accuracy": 0.883688223755546, "mask_rcnn/false_negative": 0.08934525719602245, "mask_rcnn/false_positive": 0.1369135514670095, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5507714244959061, "total_loss": 1.1645669062272646} {"data_time": 0.012294788495637476, "eta_seconds": 78244.58573545585, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.30880041906757466, "fast_rcnn/fg_cls_accuracy": 0.6455026455026456, "iteration": 131099, "loss_box_reg": 0.23162668151780963, "loss_cls": 0.22100661089643836, "loss_mask": 0.26319976430386305, "loss_rpn_cls": 0.042589892516843975, "loss_rpn_loc": 0.07433607865823433, "loss_sem_seg": 0.31557517452165484, "lr": 0.02, "mask_rcnn/accuracy": 0.8878768501156038, "mask_rcnn/false_negative": 0.08284112920316267, "mask_rcnn/false_positive": 0.12086038432875096, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5615106670011301, "total_loss": 1.1411811776342802} {"data_time": 0.012284363496291917, "eta_seconds": 78260.54732591093, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.31049960967993756, "fast_rcnn/fg_cls_accuracy": 0.5943629784802895, "iteration": 131119, "loss_box_reg": 0.2365484917536378, "loss_cls": 0.22706962144002318, "loss_mask": 0.26562502002343535, "loss_rpn_cls": 0.04271641114610247, "loss_rpn_loc": 0.08273970521986485, "loss_sem_seg": 0.3323922399431467, "lr": 0.02, "mask_rcnn/accuracy": 0.8790028795609153, "mask_rcnn/false_negative": 0.09090427987295571, "mask_rcnn/false_positive": 0.12721741120774838, "roi_head/num_bg_samples": 461.25, "roi_head/num_fg_samples": 50.75, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.560025869999663, "total_loss": 1.222162632679101} {"data_time": 0.012339512497419491, "eta_seconds": 78295.78102222996, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.30061141304347827, "fast_rcnn/fg_cls_accuracy": 0.5906576281751598, "iteration": 131139, "loss_box_reg": 0.259163701441139, "loss_cls": 0.24858252657577395, "loss_mask": 0.2736994782462716, "loss_rpn_cls": 0.050715364108327776, "loss_rpn_loc": 0.08564460917841643, "loss_sem_seg": 0.36176239838823676, "lr": 0.02, "mask_rcnn/accuracy": 0.9001185392635316, "mask_rcnn/false_negative": 0.0952311907551878, "mask_rcnn/false_positive": 0.11900090956727397, "roi_head/num_bg_samples": 475.0, "roi_head/num_fg_samples": 37.0, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5724070284923073, "total_loss": 1.2671617218875326} {"data_time": 0.01208180699904915, "eta_seconds": 78238.00700799101, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.3859696641386782, "fast_rcnn/fg_cls_accuracy": 0.5760590500641849, "iteration": 131159, "loss_box_reg": 0.22095758421346545, "loss_cls": 0.21278124628588557, "loss_mask": 0.25085863238200545, "loss_rpn_cls": 0.04819632487487979, "loss_rpn_loc": 0.07516062573995441, "loss_sem_seg": 0.3338495367206633, "lr": 0.02, "mask_rcnn/accuracy": 0.8893807085771371, "mask_rcnn/false_negative": 0.10042313510525572, "mask_rcnn/false_positive": 0.1285139271971979, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.5626364029958495, "total_loss": 1.1819486855820287} {"data_time": 0.012906597999972291, "eta_seconds": 78285.97871139296, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.3380880880880881, "fast_rcnn/fg_cls_accuracy": 0.6247952497952498, "iteration": 131179, "loss_box_reg": 0.23827158845961094, "loss_cls": 0.2236851428169757, "loss_mask": 0.2604164434596896, "loss_rpn_cls": 0.04734712481149472, "loss_rpn_loc": 0.08919429156230763, "loss_sem_seg": 0.3309419257566333, "lr": 0.02, "mask_rcnn/accuracy": 0.8995956843994908, "mask_rcnn/false_negative": 0.08864416224797675, "mask_rcnn/false_positive": 0.11159697106158384, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5673311555001419, "total_loss": 1.2483545969589613} {"data_time": 0.012874672007455956, "eta_seconds": 78299.04217265436, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.30739778239778237, "fast_rcnn/fg_cls_accuracy": 0.5719280719280719, "iteration": 131199, "loss_box_reg": 0.2366428254172206, "loss_cls": 0.2247319663874805, "loss_mask": 0.2555523244664073, "loss_rpn_cls": 0.04772807366680354, "loss_rpn_loc": 0.07769968739012256, "loss_sem_seg": 0.3154396377503872, "lr": 0.02, "mask_rcnn/accuracy": 0.8836964632791893, "mask_rcnn/false_negative": 0.09182699318266319, "mask_rcnn/false_positive": 0.12273894962528395, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5677277034992585, "total_loss": 1.1866782777942717} {"data_time": 0.012543312499474268, "eta_seconds": 78304.77591053814, "fast_rcnn/cls_accuracy": 0.9111328125, "fast_rcnn/false_negative": 0.4232801595214357, "fast_rcnn/fg_cls_accuracy": 0.5134674922600619, "iteration": 131219, "loss_box_reg": 0.24780991300940514, "loss_cls": 0.2365159043110907, "loss_mask": 0.26768808998167515, "loss_rpn_cls": 0.048886556120123714, "loss_rpn_loc": 0.09236834826879203, "loss_sem_seg": 0.3405680535361171, "lr": 0.02, "mask_rcnn/accuracy": 0.8915257995089928, "mask_rcnn/false_negative": 0.10876681813155324, "mask_rcnn/false_positive": 0.12122881522159802, "roi_head/num_bg_samples": 432.75, "roi_head/num_fg_samples": 79.25, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5627996409966727, "total_loss": 1.2542477371462155} {"data_time": 0.01202575900242664, "eta_seconds": 78283.63235613293, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.33671742808798644, "fast_rcnn/fg_cls_accuracy": 0.6027777777777779, "iteration": 131239, "loss_box_reg": 0.22996502229943871, "loss_cls": 0.22642717231065035, "loss_mask": 0.2551970579661429, "loss_rpn_cls": 0.03835255221929401, "loss_rpn_loc": 0.07327089586760849, "loss_sem_seg": 0.3257307386957109, "lr": 0.02, "mask_rcnn/accuracy": 0.898045616272825, "mask_rcnn/false_negative": 0.09795927253538061, "mask_rcnn/false_positive": 0.12301070673054987, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5521230779995676, "total_loss": 1.1566952958528418} {"data_time": 0.013197129999753088, "eta_seconds": 78282.206603238, "fast_rcnn/cls_accuracy": 0.9052734375, "fast_rcnn/false_negative": 0.3950214769963256, "fast_rcnn/fg_cls_accuracy": 0.5795070358187134, "iteration": 131259, "loss_box_reg": 0.24108935240656137, "loss_cls": 0.2285082683665678, "loss_mask": 0.2632192261517048, "loss_rpn_cls": 0.050085682509234175, "loss_rpn_loc": 0.08201055793324485, "loss_sem_seg": 0.36856324411928654, "lr": 0.02, "mask_rcnn/accuracy": 0.8678963362631189, "mask_rcnn/false_negative": 0.10978904547508728, "mask_rcnn/false_positive": 0.1534305582870404, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.571375485000317, "total_loss": 1.2650623352674302} {"data_time": 0.012320997499045916, "eta_seconds": 78345.78696809796, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.3199042336973371, "fast_rcnn/fg_cls_accuracy": 0.6398084673946742, "iteration": 131279, "loss_box_reg": 0.24089908506721258, "loss_cls": 0.21195876714773476, "loss_mask": 0.2597302123904228, "loss_rpn_cls": 0.04308104474330321, "loss_rpn_loc": 0.07917989062843844, "loss_sem_seg": 0.37200331687927246, "lr": 0.02, "mask_rcnn/accuracy": 0.8928300910858082, "mask_rcnn/false_negative": 0.09556239846979514, "mask_rcnn/false_positive": 0.13041972863345772, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5781860800052527, "total_loss": 1.1681078116525896} {"data_time": 0.011758145505154971, "eta_seconds": 78384.87639301631, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.41091374821533555, "fast_rcnn/fg_cls_accuracy": 0.5554591049382716, "iteration": 131299, "loss_box_reg": 0.22900961455889046, "loss_cls": 0.23226440441794693, "loss_mask": 0.2547684255987406, "loss_rpn_cls": 0.04549932401278056, "loss_rpn_loc": 0.07581169554032385, "loss_sem_seg": 0.33177478006109595, "lr": 0.02, "mask_rcnn/accuracy": 0.8762226071778826, "mask_rcnn/false_negative": 0.10700094855376589, "mask_rcnn/false_positive": 0.1248395401557037, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5661008379975101, "total_loss": 1.1995508814579807} {"data_time": 0.012627889504074119, "eta_seconds": 78415.9805958, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.26760269261006286, "fast_rcnn/fg_cls_accuracy": 0.6424603486180904, "iteration": 131319, "loss_box_reg": 0.23221280775032938, "loss_cls": 0.22384027857333422, "loss_mask": 0.25044361408799887, "loss_rpn_cls": 0.0533545915823197, "loss_rpn_loc": 0.08122920198366046, "loss_sem_seg": 0.3261099234223366, "lr": 0.02, "mask_rcnn/accuracy": 0.882746373212475, "mask_rcnn/false_negative": 0.10256186475609501, "mask_rcnn/false_positive": 0.12458151757349548, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5798461930025951, "total_loss": 1.1603531185828615} {"data_time": 0.011733608502254356, "eta_seconds": 78410.72667764776, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.4149038461538461, "fast_rcnn/fg_cls_accuracy": 0.5513229927007299, "iteration": 131339, "loss_box_reg": 0.2139031860860996, "loss_cls": 0.19942293409258127, "loss_mask": 0.2565322555601597, "loss_rpn_cls": 0.036646217020461336, "loss_rpn_loc": 0.05985685912310146, "loss_sem_seg": 0.3356223306618631, "lr": 0.02, "mask_rcnn/accuracy": 0.8946304542674884, "mask_rcnn/false_negative": 0.08624811731391117, "mask_rcnn/false_positive": 0.13611900010153782, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5661382889957167, "total_loss": 1.1121617101271113} {"data_time": 0.012439147503755521, "eta_seconds": 78424.61109635129, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.4170289855072464, "fast_rcnn/fg_cls_accuracy": 0.5584027135368486, "iteration": 131359, "loss_box_reg": 0.23216964676976204, "loss_cls": 0.21588115999475121, "loss_mask": 0.25902087055146694, "loss_rpn_cls": 0.045729426376055926, "loss_rpn_loc": 0.09017769491765648, "loss_sem_seg": 0.33870855951681733, "lr": 0.02, "mask_rcnn/accuracy": 0.8789535372612611, "mask_rcnn/false_negative": 0.10286816210848002, "mask_rcnn/false_positive": 0.13514558910385563, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 208.0, "rpn/num_pos_anchors": 48.0, "time": 0.5648616434918949, "total_loss": 1.1942146305955248} {"data_time": 0.011909889501112048, "eta_seconds": 78388.10727444783, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.3212985436893204, "fast_rcnn/fg_cls_accuracy": 0.6239290085679314, "iteration": 131379, "loss_box_reg": 0.23170998226851225, "loss_cls": 0.23338159080594778, "loss_mask": 0.2570508965291083, "loss_rpn_cls": 0.04477659281110391, "loss_rpn_loc": 0.06960996185080148, "loss_sem_seg": 0.34816722944378853, "lr": 0.02, "mask_rcnn/accuracy": 0.8922243858358391, "mask_rcnn/false_negative": 0.08137356974879642, "mask_rcnn/false_positive": 0.1276959287919577, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5657655789982527, "total_loss": 1.195528788928641} {"data_time": 0.013117082002281677, "eta_seconds": 78376.79757284786, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.39914797426534515, "fast_rcnn/fg_cls_accuracy": 0.5340440432651156, "iteration": 131399, "loss_box_reg": 0.22573895007371902, "loss_cls": 0.2005389854311943, "loss_mask": 0.2554538669064641, "loss_rpn_cls": 0.04124332110222895, "loss_rpn_loc": 0.07177734433207661, "loss_sem_seg": 0.3644917141646147, "lr": 0.02, "mask_rcnn/accuracy": 0.8928837859156821, "mask_rcnn/false_negative": 0.0927931355043114, "mask_rcnn/false_positive": 0.11384163854978936, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5563134645053651, "total_loss": 1.1385089008545037} {"data_time": 0.01251170600153273, "eta_seconds": 78365.4878712479, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.34919884554140124, "fast_rcnn/fg_cls_accuracy": 0.610479797979798, "iteration": 131419, "loss_box_reg": 0.2376938872039318, "loss_cls": 0.21589812822639942, "loss_mask": 0.261678465642035, "loss_rpn_cls": 0.041723154310602695, "loss_rpn_loc": 0.07986556302057579, "loss_sem_seg": 0.30408810544759035, "lr": 0.02, "mask_rcnn/accuracy": 0.8824433883142297, "mask_rcnn/false_negative": 0.10374679928766027, "mask_rcnn/false_positive": 0.1502737924304084, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5688508290040772, "total_loss": 1.1171303771989187} {"data_time": 0.012045187504554633, "eta_seconds": 78348.1276262404, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.3658730158730159, "fast_rcnn/fg_cls_accuracy": 0.6033908882879135, "iteration": 131439, "loss_box_reg": 0.2216509769205004, "loss_cls": 0.22088448842987418, "loss_mask": 0.2476852387189865, "loss_rpn_cls": 0.042281443369574845, "loss_rpn_loc": 0.08208030050445814, "loss_sem_seg": 0.32354688737541437, "lr": 0.02, "mask_rcnn/accuracy": 0.8896941436287684, "mask_rcnn/false_negative": 0.09118461279575893, "mask_rcnn/false_positive": 0.12401936325507719, "roi_head/num_bg_samples": 455.5, "roi_head/num_fg_samples": 56.5, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5740920634998474, "total_loss": 1.1385716190270614} {"data_time": 0.012677770995651372, "eta_seconds": 78351.80879631815, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.37992536841439506, "fast_rcnn/fg_cls_accuracy": 0.6035162562213173, "iteration": 131459, "loss_box_reg": 0.22159603098407388, "loss_cls": 0.20262653194367886, "loss_mask": 0.24980753380805254, "loss_rpn_cls": 0.042815106018679217, "loss_rpn_loc": 0.07415955525357276, "loss_sem_seg": 0.32573021249845624, "lr": 0.02, "mask_rcnn/accuracy": 0.9042928584477269, "mask_rcnn/false_negative": 0.08629753535102429, "mask_rcnn/false_positive": 0.10855207776278786, "roi_head/num_bg_samples": 460.25, "roi_head/num_fg_samples": 51.75, "rpn/num_neg_anchors": 239.25, "rpn/num_pos_anchors": 16.75, "time": 0.5672150490063359, "total_loss": 1.131655668199528} {"data_time": 0.01288132500485517, "eta_seconds": 78399.83168126349, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.3371394230769231, "fast_rcnn/fg_cls_accuracy": 0.6243894993894994, "iteration": 131479, "loss_box_reg": 0.23476075404323637, "loss_cls": 0.2193877255776897, "loss_mask": 0.2683083089068532, "loss_rpn_cls": 0.05537616595393047, "loss_rpn_loc": 0.08418000364326872, "loss_sem_seg": 0.3641139091923833, "lr": 0.02, "mask_rcnn/accuracy": 0.8833466246516496, "mask_rcnn/false_negative": 0.10417031692742612, "mask_rcnn/false_positive": 0.11881906099481906, "roi_head/num_bg_samples": 462.0, "roi_head/num_fg_samples": 50.0, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5710222940033418, "total_loss": 1.2408745178836398} {"data_time": 0.012539446994196624, "eta_seconds": 78416.28815203326, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.4198216823879054, "fast_rcnn/fg_cls_accuracy": 0.5268648930620761, "iteration": 131499, "loss_box_reg": 0.22941819299012423, "loss_cls": 0.21745515102520585, "loss_mask": 0.24442285066470504, "loss_rpn_cls": 0.04474853404099122, "loss_rpn_loc": 0.07749829860404134, "loss_sem_seg": 0.3323450987227261, "lr": 0.02, "mask_rcnn/accuracy": 0.886199940615812, "mask_rcnn/false_negative": 0.09090932161398094, "mask_rcnn/false_positive": 0.14248996290134802, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5636568035042728, "total_loss": 1.1784603667474585} {"data_time": 0.012185725492599886, "eta_seconds": 78386.61031022554, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.35833333333333334, "fast_rcnn/fg_cls_accuracy": 0.6159188034188035, "iteration": 131519, "loss_box_reg": 0.23295030544977635, "loss_cls": 0.2053169822320342, "loss_mask": 0.250972799025476, "loss_rpn_cls": 0.04581814957782626, "loss_rpn_loc": 0.0734002047101967, "loss_sem_seg": 0.3383367294445634, "lr": 0.02, "mask_rcnn/accuracy": 0.8803566058871735, "mask_rcnn/false_negative": 0.09704784409843814, "mask_rcnn/false_positive": 0.12372830955027808, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.564427658006025, "total_loss": 1.2090155620826408} {"data_time": 0.012841362498875242, "eta_seconds": 78361.73281250823, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.31989247311827956, "fast_rcnn/fg_cls_accuracy": 0.6496753246753246, "iteration": 131539, "loss_box_reg": 0.25408193841576576, "loss_cls": 0.24095711251720786, "loss_mask": 0.26634596567600965, "loss_rpn_cls": 0.04257743479683995, "loss_rpn_loc": 0.08300766088359524, "loss_sem_seg": 0.3570796540006995, "lr": 0.02, "mask_rcnn/accuracy": 0.8972256676135153, "mask_rcnn/false_negative": 0.08424235559376614, "mask_rcnn/false_positive": 0.11396497557840726, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5598458844979177, "total_loss": 1.2335494044236839} {"data_time": 0.01237713099544635, "eta_seconds": 78350.41385152824, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.4070824949698189, "fast_rcnn/fg_cls_accuracy": 0.5674641148325359, "iteration": 131559, "loss_box_reg": 0.24848786275833845, "loss_cls": 0.22568038199096918, "loss_mask": 0.24989619385451078, "loss_rpn_cls": 0.04932560783345252, "loss_rpn_loc": 0.07842118485132232, "loss_sem_seg": 0.32653000205755234, "lr": 0.02, "mask_rcnn/accuracy": 0.899155441291676, "mask_rcnn/false_negative": 0.09197678246128341, "mask_rcnn/false_positive": 0.13292877587909113, "roi_head/num_bg_samples": 433.0, "roi_head/num_fg_samples": 79.0, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5684420179968583, "total_loss": 1.16418465510651} {"data_time": 0.012237669499882031, "eta_seconds": 78361.26426014278, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.37522218272307145, "fast_rcnn/fg_cls_accuracy": 0.6003772922698956, "iteration": 131579, "loss_box_reg": 0.21332829911261797, "loss_cls": 0.19398150616325438, "loss_mask": 0.24363941047340631, "loss_rpn_cls": 0.04235453688306734, "loss_rpn_loc": 0.0707597106375033, "loss_sem_seg": 0.32922806218266487, "lr": 0.02, "mask_rcnn/accuracy": 0.8898545943938528, "mask_rcnn/false_negative": 0.08192760159853055, "mask_rcnn/false_positive": 0.12879875793213494, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.5674612034999882, "total_loss": 1.1255379304784583} {"data_time": 0.012528724502772093, "eta_seconds": 78349.9420959827, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.3641304347826087, "fast_rcnn/fg_cls_accuracy": 0.6067425271739131, "iteration": 131599, "loss_box_reg": 0.22636495484039187, "loss_cls": 0.21250984771177173, "loss_mask": 0.27235524728894234, "loss_rpn_cls": 0.04396192586864345, "loss_rpn_loc": 0.07808387011755258, "loss_sem_seg": 0.31848941347561777, "lr": 0.02, "mask_rcnn/accuracy": 0.8958821885566675, "mask_rcnn/false_negative": 0.0906476667820999, "mask_rcnn/false_positive": 0.1237654198635945, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5718226714961929, "total_loss": 1.126600026153028} {"data_time": 0.012922924004669767, "eta_seconds": 78366.38005947656, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.28125, "fast_rcnn/fg_cls_accuracy": 0.6306573275862069, "iteration": 131619, "loss_box_reg": 0.21621980052441359, "loss_cls": 0.2079428203869611, "loss_mask": 0.25613459665328264, "loss_rpn_cls": 0.04351045086514205, "loss_rpn_loc": 0.07186464426922612, "loss_sem_seg": 0.39487432315945625, "lr": 0.02, "mask_rcnn/accuracy": 0.8986325830944544, "mask_rcnn/false_negative": 0.08474643914546723, "mask_rcnn/false_positive": 0.09661565002803821, "roi_head/num_bg_samples": 466.25, "roi_head/num_fg_samples": 45.75, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5761192934951396, "total_loss": 1.1956830769777298} {"data_time": 0.011801555505371653, "eta_seconds": 78365.19138514611, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.3945969533481435, "fast_rcnn/fg_cls_accuracy": 0.5733568075117371, "iteration": 131639, "loss_box_reg": 0.23764390544965863, "loss_cls": 0.21500019123777747, "loss_mask": 0.27165328711271286, "loss_rpn_cls": 0.053020073391962796, "loss_rpn_loc": 0.10254380956757814, "loss_sem_seg": 0.3181747146882117, "lr": 0.02, "mask_rcnn/accuracy": 0.885361620271077, "mask_rcnn/false_negative": 0.10414796258750507, "mask_rcnn/false_positive": 0.1367786362306158, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.5696754615055397, "total_loss": 1.2250510304584168} {"data_time": 0.0121306814980926, "eta_seconds": 78343.72770689652, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.27755233616504854, "fast_rcnn/fg_cls_accuracy": 0.6787533967391304, "iteration": 131659, "loss_box_reg": 0.21321892645210028, "loss_cls": 0.1990874253679067, "loss_mask": 0.26393973268568516, "loss_rpn_cls": 0.03883374432189157, "loss_rpn_loc": 0.06720641534775496, "loss_sem_seg": 0.32365824398584664, "lr": 0.02, "mask_rcnn/accuracy": 0.8939576899838882, "mask_rcnn/false_negative": 0.10290412483129183, "mask_rcnn/false_positive": 0.11158219907562045, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5548432334981044, "total_loss": 1.111875691312889} {"data_time": 0.012988381000468507, "eta_seconds": 78342.53610182635, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.3434731934731935, "fast_rcnn/fg_cls_accuracy": 0.6098261526832955, "iteration": 131679, "loss_box_reg": 0.21645073709078133, "loss_cls": 0.19761072687106207, "loss_mask": 0.24310984183102846, "loss_rpn_cls": 0.046970519120804965, "loss_rpn_loc": 0.07155728165525943, "loss_sem_seg": 0.3160289158113301, "lr": 0.02, "mask_rcnn/accuracy": 0.8889764156650803, "mask_rcnn/false_negative": 0.0868381156170657, "mask_rcnn/false_positive": 0.1276024369242073, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 237.75, "rpn/num_pos_anchors": 18.25, "time": 0.5483656279902789, "total_loss": 1.1331428493140265} {"data_time": 0.012200883000332396, "eta_seconds": 78303.05245243249, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.38519588953114964, "fast_rcnn/fg_cls_accuracy": 0.6048976608187135, "iteration": 131699, "loss_box_reg": 0.24385541887022555, "loss_cls": 0.22447487292811275, "loss_mask": 0.25970995193347335, "loss_rpn_cls": 0.04605909949168563, "loss_rpn_loc": 0.0794103491352871, "loss_sem_seg": 0.3545461497269571, "lr": 0.02, "mask_rcnn/accuracy": 0.8737626142074764, "mask_rcnn/false_negative": 0.10726803329697537, "mask_rcnn/false_positive": 0.14308356853792797, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.565251422500296, "total_loss": 1.232820847304538} {"data_time": 0.012648768504732288, "eta_seconds": 78283.31800941107, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.29831355745989896, "fast_rcnn/fg_cls_accuracy": 0.6527050610820244, "iteration": 131719, "loss_box_reg": 0.22899235878139734, "loss_cls": 0.21697480231523514, "loss_mask": 0.2563945557922125, "loss_rpn_cls": 0.045380424009636045, "loss_rpn_loc": 0.07177881441020872, "loss_sem_seg": 0.32848513312637806, "lr": 0.02, "mask_rcnn/accuracy": 0.919520167413608, "mask_rcnn/false_negative": 0.0887944336471098, "mask_rcnn/false_positive": 0.13014068869552242, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5574739250005223, "total_loss": 1.1596304093836807} {"data_time": 0.011991040504653938, "eta_seconds": 78243.98072799512, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.3960893609550562, "fast_rcnn/fg_cls_accuracy": 0.5732159125417553, "iteration": 131739, "loss_box_reg": 0.22434452129527926, "loss_cls": 0.21515335026197135, "loss_mask": 0.2639400726184249, "loss_rpn_cls": 0.05090538167860359, "loss_rpn_loc": 0.08335910370806232, "loss_sem_seg": 0.3111166388262063, "lr": 0.02, "mask_rcnn/accuracy": 0.8794807624617156, "mask_rcnn/false_negative": 0.10098398059389774, "mask_rcnn/false_positive": 0.13994659417958308, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.5530123065036605, "total_loss": 1.1841256340849213} {"data_time": 0.013545244997658301, "eta_seconds": 78269.08174255225, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.29201769911504427, "fast_rcnn/fg_cls_accuracy": 0.6935864825581395, "iteration": 131759, "loss_box_reg": 0.23447658633813262, "loss_cls": 0.21013673162087798, "loss_mask": 0.2498305393382907, "loss_rpn_cls": 0.04785857780370861, "loss_rpn_loc": 0.07763321520178579, "loss_sem_seg": 0.3370779361575842, "lr": 0.02, "mask_rcnn/accuracy": 0.8954146618687435, "mask_rcnn/false_negative": 0.07813475374792572, "mask_rcnn/false_positive": 0.11929271447355749, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5707274750020588, "total_loss": 1.191123725817306} {"data_time": 0.012723695006570779, "eta_seconds": 78257.75817259218, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.38268387523785885, "fast_rcnn/fg_cls_accuracy": 0.5689170182841069, "iteration": 131779, "loss_box_reg": 0.23381444765254855, "loss_cls": 0.20215417072176933, "loss_mask": 0.25991301517933607, "loss_rpn_cls": 0.04861259169410914, "loss_rpn_loc": 0.07764230424072593, "loss_sem_seg": 0.31679056119173765, "lr": 0.02, "mask_rcnn/accuracy": 0.8885129862994472, "mask_rcnn/false_negative": 0.09771837852487263, "mask_rcnn/false_positive": 0.11196749343988538, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.562992500999826, "total_loss": 1.1450211336195935} {"data_time": 0.011645643498923164, "eta_seconds": 78262.7575913257, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.424559667524243, "fast_rcnn/fg_cls_accuracy": 0.5512985274431057, "iteration": 131799, "loss_box_reg": 0.2025617125327699, "loss_cls": 0.20191082009114325, "loss_mask": 0.2523583429865539, "loss_rpn_cls": 0.040178511597332545, "loss_rpn_loc": 0.07575515998178162, "loss_sem_seg": 0.3285906510427594, "lr": 0.02, "mask_rcnn/accuracy": 0.8838082837301587, "mask_rcnn/false_negative": 0.09021511949400371, "mask_rcnn/false_positive": 0.13110736916538454, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5681790604940034, "total_loss": 1.1298235399881378} {"data_time": 0.012194830502266996, "eta_seconds": 78235.11103267202, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3493926170538979, "fast_rcnn/fg_cls_accuracy": 0.6052886437323677, "iteration": 131819, "loss_box_reg": 0.2295286109438166, "loss_cls": 0.20993992686271667, "loss_mask": 0.251234682276845, "loss_rpn_cls": 0.04929635109147057, "loss_rpn_loc": 0.07606001573731191, "loss_sem_seg": 0.34440707927569747, "lr": 0.02, "mask_rcnn/accuracy": 0.8762095750998813, "mask_rcnn/false_negative": 0.10453012980808774, "mask_rcnn/false_positive": 0.14138489378660662, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5615429989920813, "total_loss": 1.1485096260439605} {"data_time": 0.012605699499545153, "eta_seconds": 78256.67060911495, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.2721833721833722, "fast_rcnn/fg_cls_accuracy": 0.7023614523614523, "iteration": 131839, "loss_box_reg": 0.23878747737035155, "loss_cls": 0.22966668009757996, "loss_mask": 0.259017669595778, "loss_rpn_cls": 0.04474471654975787, "loss_rpn_loc": 0.08236915015731938, "loss_sem_seg": 0.315830803476274, "lr": 0.02, "mask_rcnn/accuracy": 0.890969586151992, "mask_rcnn/false_negative": 0.07948855604184869, "mask_rcnn/false_positive": 0.10653592350054826, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.5713740665087244, "total_loss": 1.1802837445575278} {"data_time": 0.012790253502316773, "eta_seconds": 78233.00255732166, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.3508620689655172, "fast_rcnn/fg_cls_accuracy": 0.6029133442958643, "iteration": 131859, "loss_box_reg": 0.2260956047102809, "loss_cls": 0.20707432506605983, "loss_mask": 0.24820536794140935, "loss_rpn_cls": 0.043859882396645844, "loss_rpn_loc": 0.06707900721812621, "loss_sem_seg": 0.3060206500813365, "lr": 0.02, "mask_rcnn/accuracy": 0.8897148154199697, "mask_rcnn/false_negative": 0.08488730489594473, "mask_rcnn/false_positive": 0.13141943598794242, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5610479890019633, "total_loss": 1.1226013284176588} {"data_time": 0.013281296996865422, "eta_seconds": 78250.01098490102, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.35884303970344356, "fast_rcnn/fg_cls_accuracy": 0.6122133236257736, "iteration": 131879, "loss_box_reg": 0.235905974637717, "loss_cls": 0.22320135054178536, "loss_mask": 0.2593398280441761, "loss_rpn_cls": 0.047683768134447746, "loss_rpn_loc": 0.07962604617932811, "loss_sem_seg": 0.3052858365699649, "lr": 0.02, "mask_rcnn/accuracy": 0.8990997518410349, "mask_rcnn/false_negative": 0.08140763464167164, "mask_rcnn/false_positive": 0.11153708799417222, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5772230354996282, "total_loss": 1.1819870887411525} {"data_time": 0.012682349501119461, "eta_seconds": 78222.68561887497, "fast_rcnn/cls_accuracy": 0.9130859375, "fast_rcnn/false_negative": 0.43000000000000005, "fast_rcnn/fg_cls_accuracy": 0.5304471623632951, "iteration": 131899, "loss_box_reg": 0.24135019653476775, "loss_cls": 0.23723698896355927, "loss_mask": 0.2560621933080256, "loss_rpn_cls": 0.037008356011938304, "loss_rpn_loc": 0.07003735170292202, "loss_sem_seg": 0.32088016206398606, "lr": 0.02, "mask_rcnn/accuracy": 0.8917042877757164, "mask_rcnn/false_negative": 0.1023345985183432, "mask_rcnn/false_positive": 0.12600577370555363, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5750346874992829, "total_loss": 1.2347516799345613} {"data_time": 0.012316448490309995, "eta_seconds": 78227.34969198107, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3703972428804644, "fast_rcnn/fg_cls_accuracy": 0.5346421302578019, "iteration": 131919, "loss_box_reg": 0.22704176465049386, "loss_cls": 0.20543366926722229, "loss_mask": 0.25430938974022865, "loss_rpn_cls": 0.04331225738860667, "loss_rpn_loc": 0.07295710130711086, "loss_sem_seg": 0.3231930792098865, "lr": 0.02, "mask_rcnn/accuracy": 0.8846917527847447, "mask_rcnn/false_negative": 0.10171389630593955, "mask_rcnn/false_positive": 0.11409434404187536, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5603943594978773, "total_loss": 1.17213366444048} {"data_time": 0.012236313996254466, "eta_seconds": 78200.02895871497, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.31901041666666663, "fast_rcnn/fg_cls_accuracy": 0.6177083333333333, "iteration": 131939, "loss_box_reg": 0.21768032480031252, "loss_cls": 0.21001206687651575, "loss_mask": 0.24954392481595278, "loss_rpn_cls": 0.0460493927821517, "loss_rpn_loc": 0.06831208702351432, "loss_sem_seg": 0.3301443005912006, "lr": 0.02, "mask_rcnn/accuracy": 0.8890890405555324, "mask_rcnn/false_negative": 0.10573459108989683, "mask_rcnn/false_positive": 0.11177317282434407, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5573243585022283, "total_loss": 1.1851474021823378} {"data_time": 0.012368951000098605, "eta_seconds": 78155.84604295148, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3500837520938023, "fast_rcnn/fg_cls_accuracy": 0.5723837209302325, "iteration": 131959, "loss_box_reg": 0.2302110579330474, "loss_cls": 0.20923865301301703, "loss_mask": 0.26115608867257833, "loss_rpn_cls": 0.043380559916840866, "loss_rpn_loc": 0.08149914504610933, "loss_sem_seg": 0.3420073790475726, "lr": 0.02, "mask_rcnn/accuracy": 0.8787106381327487, "mask_rcnn/false_negative": 0.11132697977966342, "mask_rcnn/false_positive": 0.14415622139597042, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5594857440009946, "total_loss": 1.1636982765776338} {"data_time": 0.012319556502916384, "eta_seconds": 78165.0432960822, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.3623579545454545, "fast_rcnn/fg_cls_accuracy": 0.6025252525252526, "iteration": 131979, "loss_box_reg": 0.24356614565476775, "loss_cls": 0.22406666749157012, "loss_mask": 0.24822396039962769, "loss_rpn_cls": 0.044460425388024305, "loss_rpn_loc": 0.09002779849106446, "loss_sem_seg": 0.3130221478641033, "lr": 0.02, "mask_rcnn/accuracy": 0.885643262987013, "mask_rcnn/false_negative": 0.10174140128572703, "mask_rcnn/false_positive": 0.12350924357753579, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5713409165036865, "total_loss": 1.1914154614787549} {"data_time": 0.012951025004440453, "eta_seconds": 78116.58703167652, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.33199139030612246, "fast_rcnn/fg_cls_accuracy": 0.6278409090909092, "iteration": 131999, "loss_box_reg": 0.2173843514174223, "loss_cls": 0.20604609488509595, "loss_mask": 0.2437373180873692, "loss_rpn_cls": 0.03963467854191549, "loss_rpn_loc": 0.060246270935749635, "loss_sem_seg": 0.30654127849265933, "lr": 0.02, "mask_rcnn/accuracy": 0.9052933673469388, "mask_rcnn/false_negative": 0.09199410879231872, "mask_rcnn/false_positive": 0.09298577352285389, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 238.25, "rpn/num_pos_anchors": 17.75, "time": 0.5626428625037079, "total_loss": 1.1399533116200473} {"data_time": 0.01229344050079817, "eta_seconds": 78091.97933420297, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.39314988290398123, "fast_rcnn/fg_cls_accuracy": 0.5725939289356028, "iteration": 132019, "loss_box_reg": 0.2227841974236071, "loss_cls": 0.2166154943406582, "loss_mask": 0.2709586499258876, "loss_rpn_cls": 0.04480361274909228, "loss_rpn_loc": 0.07603524157275388, "loss_sem_seg": 0.3208863860927522, "lr": 0.02, "mask_rcnn/accuracy": 0.8788878779702997, "mask_rcnn/false_negative": 0.11769936361208416, "mask_rcnn/false_positive": 0.1169397472489568, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.562379189497733, "total_loss": 1.183195480145514} {"data_time": 0.013413762499112636, "eta_seconds": 78102.16035389071, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3267738359201774, "fast_rcnn/fg_cls_accuracy": 0.6342737722048066, "iteration": 132039, "loss_box_reg": 0.2356837266124785, "loss_cls": 0.19477100437507033, "loss_mask": 0.2491734055802226, "loss_rpn_cls": 0.04116049059666693, "loss_rpn_loc": 0.06732156459474936, "loss_sem_seg": 0.31299005541950464, "lr": 0.02, "mask_rcnn/accuracy": 0.8915451597305588, "mask_rcnn/false_negative": 0.09123764323397415, "mask_rcnn/false_positive": 0.12457062683476358, "roi_head/num_bg_samples": 431.5, "roi_head/num_fg_samples": 80.5, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5690314865059918, "total_loss": 1.107686427756562} {"data_time": 0.014331759004562628, "eta_seconds": 78099.2281931511, "fast_rcnn/cls_accuracy": 0.91357421875, "fast_rcnn/false_negative": 0.41657349433512225, "fast_rcnn/fg_cls_accuracy": 0.5179966978536048, "iteration": 132059, "loss_box_reg": 0.23594037001021206, "loss_cls": 0.2190528262872249, "loss_mask": 0.2636617077514529, "loss_rpn_cls": 0.04774680364062078, "loss_rpn_loc": 0.0861457547871396, "loss_sem_seg": 0.31272048223763704, "lr": 0.02, "mask_rcnn/accuracy": 0.8907185597301595, "mask_rcnn/false_negative": 0.095266226907057, "mask_rcnn/false_positive": 0.1301695565379069, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.5757166575058363, "total_loss": 1.196825706079835} {"data_time": 0.01270524299616227, "eta_seconds": 78079.51564695066, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.26679907315458457, "fast_rcnn/fg_cls_accuracy": 0.7061728395061728, "iteration": 132079, "loss_box_reg": 0.22783157555386424, "loss_cls": 0.1945054365787655, "loss_mask": 0.24829388037323952, "loss_rpn_cls": 0.043058623938122764, "loss_rpn_loc": 0.06651689423597418, "loss_sem_seg": 0.3297984544187784, "lr": 0.02, "mask_rcnn/accuracy": 0.9030599360956504, "mask_rcnn/false_negative": 0.08928203497165453, "mask_rcnn/false_positive": 0.11254063382426241, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 234.25, "rpn/num_pos_anchors": 21.75, "time": 0.5589803270049742, "total_loss": 1.149040174903348} {"data_time": 0.012240977506735362, "eta_seconds": 78068.19329348064, "fast_rcnn/cls_accuracy": 0.9091796875, "fast_rcnn/false_negative": 0.36375, "fast_rcnn/fg_cls_accuracy": 0.5702482320681195, "iteration": 132099, "loss_box_reg": 0.22253893362358212, "loss_cls": 0.20961115742102265, "loss_mask": 0.2462017061188817, "loss_rpn_cls": 0.04659027809975669, "loss_rpn_loc": 0.07904130453243852, "loss_sem_seg": 0.3178180307149887, "lr": 0.02, "mask_rcnn/accuracy": 0.8939118750948656, "mask_rcnn/false_negative": 0.08289201529185142, "mask_rcnn/false_positive": 0.12363524419335548, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5584585295073339, "total_loss": 1.1470685699678143} {"data_time": 0.012237413502589334, "eta_seconds": 78066.11048399143, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.3723480504587156, "fast_rcnn/fg_cls_accuracy": 0.5618336886993603, "iteration": 132119, "loss_box_reg": 0.23734147753566504, "loss_cls": 0.21151922224089503, "loss_mask": 0.2563929632306099, "loss_rpn_cls": 0.04418852832168341, "loss_rpn_loc": 0.07725513083278202, "loss_sem_seg": 0.32493657630402595, "lr": 0.02, "mask_rcnn/accuracy": 0.8720439217559433, "mask_rcnn/false_negative": 0.10995631154843152, "mask_rcnn/false_positive": 0.14619496441721525, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5737078219972318, "total_loss": 1.1414887508726679} {"data_time": 0.012106328504160047, "eta_seconds": 78028.75704706016, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.32910839160839156, "fast_rcnn/fg_cls_accuracy": 0.5928079242032731, "iteration": 132139, "loss_box_reg": 0.2148967906832695, "loss_cls": 0.20349481841549277, "loss_mask": 0.2513404730707407, "loss_rpn_cls": 0.04839839896885678, "loss_rpn_loc": 0.07493956423422787, "loss_sem_seg": 0.3135107532143593, "lr": 0.02, "mask_rcnn/accuracy": 0.8988308914908589, "mask_rcnn/false_negative": 0.09009621830513821, "mask_rcnn/false_positive": 0.13236710536822338, "roi_head/num_bg_samples": 457.75, "roi_head/num_fg_samples": 54.25, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.556506533495849, "total_loss": 1.125764735872508} {"data_time": 0.012918238498969004, "eta_seconds": 78017.43712960025, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.32445306009415675, "fast_rcnn/fg_cls_accuracy": 0.5979467333172082, "iteration": 132159, "loss_box_reg": 0.23441620892845094, "loss_cls": 0.20655620750039816, "loss_mask": 0.2541696382686496, "loss_rpn_cls": 0.04853730987815652, "loss_rpn_loc": 0.08062528664595447, "loss_sem_seg": 0.3300927202217281, "lr": 0.02, "mask_rcnn/accuracy": 0.8809212054897095, "mask_rcnn/false_negative": 0.0966799610725808, "mask_rcnn/false_positive": 0.12210238444919455, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.5667461109987926, "total_loss": 1.1772987511503743} {"data_time": 0.012778147494827863, "eta_seconds": 78006.11721214034, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.3060187124703254, "fast_rcnn/fg_cls_accuracy": 0.6882573818057689, "iteration": 132179, "loss_box_reg": 0.22785489866510034, "loss_cls": 0.20371105265803635, "loss_mask": 0.25154196098446846, "loss_rpn_cls": 0.04379405581858009, "loss_rpn_loc": 0.07117105851648375, "loss_sem_seg": 0.3499079425819218, "lr": 0.02, "mask_rcnn/accuracy": 0.885944189685853, "mask_rcnn/false_negative": 0.09512064947565596, "mask_rcnn/false_positive": 0.14488655166917414, "roi_head/num_bg_samples": 456.5, "roi_head/num_fg_samples": 55.5, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.5705431484893779, "total_loss": 1.2079634924593847} {"data_time": 0.013299215002916753, "eta_seconds": 77976.77361380722, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.42642124883504195, "fast_rcnn/fg_cls_accuracy": 0.4958556028625781, "iteration": 132199, "loss_box_reg": 0.22147387824952602, "loss_cls": 0.222115654964, "loss_mask": 0.2559257699176669, "loss_rpn_cls": 0.04418394499225542, "loss_rpn_loc": 0.07676576322410256, "loss_sem_seg": 0.3822790691629052, "lr": 0.02, "mask_rcnn/accuracy": 0.8865931179491046, "mask_rcnn/false_negative": 0.08712865748436752, "mask_rcnn/false_positive": 0.12841785609636794, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5590949420002289, "total_loss": 1.241940111576696} {"data_time": 0.013043660997936968, "eta_seconds": 77971.36773758347, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.33665204851645525, "fast_rcnn/fg_cls_accuracy": 0.6043932877982967, "iteration": 132219, "loss_box_reg": 0.22759371995925903, "loss_cls": 0.216196377761662, "loss_mask": 0.24540707748383284, "loss_rpn_cls": 0.04648072470445186, "loss_rpn_loc": 0.0746554399956949, "loss_sem_seg": 0.37895809579640627, "lr": 0.02, "mask_rcnn/accuracy": 0.8899435044629433, "mask_rcnn/false_negative": 0.09885249731173451, "mask_rcnn/false_positive": 0.11876860820001325, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5647497824975289, "total_loss": 1.2224166337109637} {"data_time": 0.011998432004475035, "eta_seconds": 77970.66440642122, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.33835704291044777, "fast_rcnn/fg_cls_accuracy": 0.613998613998614, "iteration": 132239, "loss_box_reg": 0.24357320950366557, "loss_cls": 0.21043790597468615, "loss_mask": 0.25597059447318316, "loss_rpn_cls": 0.05206729829660617, "loss_rpn_loc": 0.08393359498586506, "loss_sem_seg": 0.3272615459281951, "lr": 0.02, "mask_rcnn/accuracy": 0.8818520124949651, "mask_rcnn/false_negative": 0.10192592044640854, "mask_rcnn/false_positive": 0.13244875531906966, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.5681981384987012, "total_loss": 1.1978119914710987} {"data_time": 0.011831994495878462, "eta_seconds": 77942.82170912708, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.34350613154960985, "fast_rcnn/fg_cls_accuracy": 0.5725586470267321, "iteration": 132259, "loss_box_reg": 0.253433623816818, "loss_cls": 0.22350281639955938, "loss_mask": 0.2511217757128179, "loss_rpn_cls": 0.04301042929000687, "loss_rpn_loc": 0.08122592727886513, "loss_sem_seg": 0.33348766807466745, "lr": 0.02, "mask_rcnn/accuracy": 0.9010891673519225, "mask_rcnn/false_negative": 0.10529359640316957, "mask_rcnn/false_positive": 0.09846319087427885, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.554649376506859, "total_loss": 1.1839333103271201} {"data_time": 0.012060507004207466, "eta_seconds": 77917.0525858742, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.30872722557219734, "fast_rcnn/fg_cls_accuracy": 0.6394444444444445, "iteration": 132279, "loss_box_reg": 0.2131634010002017, "loss_cls": 0.2148633236065507, "loss_mask": 0.24959606165066361, "loss_rpn_cls": 0.04092139523709193, "loss_rpn_loc": 0.07107668538810685, "loss_sem_seg": 0.3277811228763312, "lr": 0.02, "mask_rcnn/accuracy": 0.8923699196659796, "mask_rcnn/false_negative": 0.09213737817335392, "mask_rcnn/false_positive": 0.11232107466212046, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.568797784493654, "total_loss": 1.161665437888587} {"data_time": 0.01302162000501994, "eta_seconds": 77920.18710600698, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.39140625, "fast_rcnn/fg_cls_accuracy": 0.5873878403465347, "iteration": 132299, "loss_box_reg": 0.22245392412878573, "loss_cls": 0.2142019709572196, "loss_mask": 0.24991296418011189, "loss_rpn_cls": 0.04205452752648853, "loss_rpn_loc": 0.07382923807017505, "loss_sem_seg": 0.3323947312310338, "lr": 0.02, "mask_rcnn/accuracy": 0.8857444479176233, "mask_rcnn/false_negative": 0.07650868972560776, "mask_rcnn/false_positive": 0.1584822780029546, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5804735764977522, "total_loss": 1.1718876825179905} {"data_time": 0.01273161600693129, "eta_seconds": 77856.88896186845, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.35266106442577033, "fast_rcnn/fg_cls_accuracy": 0.6329365079365079, "iteration": 132319, "loss_box_reg": 0.23981274338439107, "loss_cls": 0.23478320287540555, "loss_mask": 0.2613889407366514, "loss_rpn_cls": 0.04006130277412012, "loss_rpn_loc": 0.07202647053054534, "loss_sem_seg": 0.3472064370289445, "lr": 0.02, "mask_rcnn/accuracy": 0.8931398135908604, "mask_rcnn/false_negative": 0.10560505110370473, "mask_rcnn/false_positive": 0.11156626657130206, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5558435919956537, "total_loss": 1.2320108429412358} {"data_time": 0.012096597500203643, "eta_seconds": 77822.43881086449, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.34469041854029747, "fast_rcnn/fg_cls_accuracy": 0.5750369494531481, "iteration": 132339, "loss_box_reg": 0.21476905280724168, "loss_cls": 0.1980447897221893, "loss_mask": 0.2511805361136794, "loss_rpn_cls": 0.042504142329562455, "loss_rpn_loc": 0.07501936743210535, "loss_sem_seg": 0.33580724569037557, "lr": 0.02, "mask_rcnn/accuracy": 0.8733241510890071, "mask_rcnn/false_negative": 0.10701397260301707, "mask_rcnn/false_positive": 0.1295052431788941, "roi_head/num_bg_samples": 456.5, "roi_head/num_fg_samples": 55.5, "rpn/num_neg_anchors": 235.0, "rpn/num_pos_anchors": 21.0, "time": 0.556078082001477, "total_loss": 1.120368084841175} {"data_time": 0.012734397991152946, "eta_seconds": 77811.13242215442, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.35861151427189164, "fast_rcnn/fg_cls_accuracy": 0.5978425923273072, "iteration": 132359, "loss_box_reg": 0.24066394241526723, "loss_cls": 0.2166903344914317, "loss_mask": 0.2567646028473973, "loss_rpn_cls": 0.04017679991738987, "loss_rpn_loc": 0.07696780102560297, "loss_sem_seg": 0.29853800078853965, "lr": 0.02, "mask_rcnn/accuracy": 0.8738143931164499, "mask_rcnn/false_negative": 0.0933497509847725, "mask_rcnn/false_positive": 0.14766902458847636, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.5657890460061026, "total_loss": 1.1462227921183512} {"data_time": 0.012488583000958897, "eta_seconds": 77822.95970991856, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.3099809721501471, "fast_rcnn/fg_cls_accuracy": 0.6304691231034862, "iteration": 132379, "loss_box_reg": 0.2546222503297031, "loss_cls": 0.2230713777244091, "loss_mask": 0.25179239362478256, "loss_rpn_cls": 0.05039729695999995, "loss_rpn_loc": 0.07511533825891092, "loss_sem_seg": 0.3578961258754134, "lr": 0.02, "mask_rcnn/accuracy": 0.8954774589393768, "mask_rcnn/false_negative": 0.10514397825292929, "mask_rcnn/false_positive": 0.10980022597943065, "roi_head/num_bg_samples": 427.0, "roi_head/num_fg_samples": 85.0, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5739332949960954, "total_loss": 1.2280620756318967} {"data_time": 0.012523012497695163, "eta_seconds": 77828.77199512252, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.488640666414237, "fast_rcnn/fg_cls_accuracy": 0.5034097721822541, "iteration": 132399, "loss_box_reg": 0.2569452398456633, "loss_cls": 0.23917979351244867, "loss_mask": 0.2670415351167321, "loss_rpn_cls": 0.053555628459434956, "loss_rpn_loc": 0.08076518133748323, "loss_sem_seg": 0.31845389353111386, "lr": 0.02, "mask_rcnn/accuracy": 0.885978586468804, "mask_rcnn/false_negative": 0.0869763437555299, "mask_rcnn/false_positive": 0.11730938044166629, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.562612211004307, "total_loss": 1.1951857977401232} {"data_time": 0.012984066001081374, "eta_seconds": 77820.1593710605, "fast_rcnn/cls_accuracy": 0.90380859375, "fast_rcnn/false_negative": 0.355875, "fast_rcnn/fg_cls_accuracy": 0.5886829268292683, "iteration": 132419, "loss_box_reg": 0.26063523767516017, "loss_cls": 0.224714262643829, "loss_mask": 0.2649534912779927, "loss_rpn_cls": 0.043478598236106336, "loss_rpn_loc": 0.08100535941775888, "loss_sem_seg": 0.34325716691091657, "lr": 0.02, "mask_rcnn/accuracy": 0.894436196103986, "mask_rcnn/false_negative": 0.09231766899077837, "mask_rcnn/false_positive": 0.11910418259282121, "roi_head/num_bg_samples": 433.0, "roi_head/num_fg_samples": 79.0, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.5696029985047062, "total_loss": 1.2309938368853182} {"data_time": 0.012444896499800961, "eta_seconds": 77806.07956223252, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.2974021859654681, "fast_rcnn/fg_cls_accuracy": 0.6698935855749335, "iteration": 132439, "loss_box_reg": 0.23708250373601913, "loss_cls": 0.2219117833301425, "loss_mask": 0.25757448747754097, "loss_rpn_cls": 0.04282878644880839, "loss_rpn_loc": 0.059189816704019904, "loss_sem_seg": 0.32185084093362093, "lr": 0.02, "mask_rcnn/accuracy": 0.9001297604931544, "mask_rcnn/false_negative": 0.08518657915254163, "mask_rcnn/false_positive": 0.10895400602029037, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5750603480046266, "total_loss": 1.1163777698529884} {"data_time": 0.01264608000201406, "eta_seconds": 77777.72070731872, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.30940998134328357, "fast_rcnn/fg_cls_accuracy": 0.6762080010904382, "iteration": 132459, "loss_box_reg": 0.2291432791389525, "loss_cls": 0.20736200967803597, "loss_mask": 0.25080861430615187, "loss_rpn_cls": 0.03972285840427503, "loss_rpn_loc": 0.06585965640260838, "loss_sem_seg": 0.3187186660943553, "lr": 0.02, "mask_rcnn/accuracy": 0.8977499202806123, "mask_rcnn/false_negative": 0.09959319774500322, "mask_rcnn/false_positive": 0.09503510290761583, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.5714160214993171, "total_loss": 1.1332424776046537} {"data_time": 0.012362240995571483, "eta_seconds": 77730.8539399649, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.340625, "fast_rcnn/fg_cls_accuracy": 0.6051630434782609, "iteration": 132479, "loss_box_reg": 0.22515673749148846, "loss_cls": 0.22411586600355804, "loss_mask": 0.26611210964620113, "loss_rpn_cls": 0.04256987071130425, "loss_rpn_loc": 0.09505539428209886, "loss_sem_seg": 0.3296039802953601, "lr": 0.02, "mask_rcnn/accuracy": 0.8937950246919866, "mask_rcnn/false_negative": 0.08290116346086684, "mask_rcnn/false_positive": 0.11069965813375518, "roi_head/num_bg_samples": 457.5, "roi_head/num_fg_samples": 54.5, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5640154329958023, "total_loss": 1.1515611973591149} {"data_time": 0.01208873499854235, "eta_seconds": 77731.98770118391, "fast_rcnn/cls_accuracy": 0.91357421875, "fast_rcnn/false_negative": 0.35406698564593303, "fast_rcnn/fg_cls_accuracy": 0.5413166214995484, "iteration": 132499, "loss_box_reg": 0.26548795960843563, "loss_cls": 0.23344922764226794, "loss_mask": 0.2697559520602226, "loss_rpn_cls": 0.04408993583638221, "loss_rpn_loc": 0.07897675543790683, "loss_sem_seg": 0.3459565928205848, "lr": 0.02, "mask_rcnn/accuracy": 0.8718519175875108, "mask_rcnn/false_negative": 0.10733626081324135, "mask_rcnn/false_positive": 0.14363060706171388, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 0.5677729165035998, "total_loss": 1.231306425499497} {"data_time": 0.010842299998330418, "eta_seconds": 77760.83064455252, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.3326058201058201, "fast_rcnn/fg_cls_accuracy": 0.6032580678420456, "iteration": 132519, "loss_box_reg": 0.24065460753627121, "loss_cls": 0.23412300588097423, "loss_mask": 0.2592387832701206, "loss_rpn_cls": 0.04137764757615514, "loss_rpn_loc": 0.06641249464883003, "loss_sem_seg": 0.34746871143579483, "lr": 0.02, "mask_rcnn/accuracy": 0.8809354232810751, "mask_rcnn/false_negative": 0.09752646675793575, "mask_rcnn/false_positive": 0.1352351431838349, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5688906159994076, "total_loss": 1.1915432806054014} {"data_time": 0.01325108500168426, "eta_seconds": 77752.28358062048, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.3055481594887839, "fast_rcnn/fg_cls_accuracy": 0.6573093220338984, "iteration": 132539, "loss_box_reg": 0.2631702390499413, "loss_cls": 0.22875497047789395, "loss_mask": 0.26976379845291376, "loss_rpn_cls": 0.050428534974344075, "loss_rpn_loc": 0.07443383894860744, "loss_sem_seg": 0.3281730778981, "lr": 0.02, "mask_rcnn/accuracy": 0.8959732340935478, "mask_rcnn/false_negative": 0.08321618526284315, "mask_rcnn/false_positive": 0.11108630594838624, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5635086920010508, "total_loss": 1.2216029905539472} {"data_time": 0.012590068501594942, "eta_seconds": 77698.0685350537, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.3119047619047619, "fast_rcnn/fg_cls_accuracy": 0.677992277992278, "iteration": 132559, "loss_box_reg": 0.22610529325902462, "loss_cls": 0.2215134738944471, "loss_mask": 0.26576791936531663, "loss_rpn_cls": 0.04108169564278796, "loss_rpn_loc": 0.07992932345950976, "loss_sem_seg": 0.3242911985144019, "lr": 0.02, "mask_rcnn/accuracy": 0.8964297726796198, "mask_rcnn/false_negative": 0.07874552837971072, "mask_rcnn/false_positive": 0.12202978240822551, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5618810180021683, "total_loss": 1.1590393096848857} {"data_time": 0.011693661501340102, "eta_seconds": 77674.33104241473, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3364859292856407, "fast_rcnn/fg_cls_accuracy": 0.6094785364448285, "iteration": 132579, "loss_box_reg": 0.2305468120612204, "loss_cls": 0.21909070573747158, "loss_mask": 0.2508727959357202, "loss_rpn_cls": 0.04658729874063283, "loss_rpn_loc": 0.07616054965183139, "loss_sem_seg": 0.35906077083200216, "lr": 0.02, "mask_rcnn/accuracy": 0.8810628539882602, "mask_rcnn/false_negative": 0.10325253800804385, "mask_rcnn/false_positive": 0.12804470052978628, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5675573350017658, "total_loss": 1.1454515832301695} {"data_time": 0.013230294003733434, "eta_seconds": 77617.16448309028, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.43273231622746183, "fast_rcnn/fg_cls_accuracy": 0.5504643846902855, "iteration": 132599, "loss_box_reg": 0.24697496928274632, "loss_cls": 0.24013918568380177, "loss_mask": 0.262316410895437, "loss_rpn_cls": 0.04506356540514389, "loss_rpn_loc": 0.08642488493933342, "loss_sem_seg": 0.34914387995377183, "lr": 0.02, "mask_rcnn/accuracy": 0.8809635007849294, "mask_rcnn/false_negative": 0.10687531051043453, "mask_rcnn/false_positive": 0.10916146882635264, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5618923019937938, "total_loss": 1.2024920263356762} {"data_time": 0.012597942499269266, "eta_seconds": 77598.53943114007, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.34447058823529414, "fast_rcnn/fg_cls_accuracy": 0.5676098287416232, "iteration": 132619, "loss_box_reg": 0.23224854981526732, "loss_cls": 0.22547577251680195, "loss_mask": 0.2569005563855171, "loss_rpn_cls": 0.04221975081600249, "loss_rpn_loc": 0.07173436734592542, "loss_sem_seg": 0.320241438690573, "lr": 0.02, "mask_rcnn/accuracy": 0.898700277524803, "mask_rcnn/false_negative": 0.09121012974235973, "mask_rcnn/false_positive": 0.10818226138033932, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 234.75, "rpn/num_pos_anchors": 21.25, "time": 0.578543070005253, "total_loss": 1.173215261514997} {"data_time": 0.012615400999493431, "eta_seconds": 77587.2425939601, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.29943922150750457, "fast_rcnn/fg_cls_accuracy": 0.654313771335048, "iteration": 132639, "loss_box_reg": 0.23301314935088158, "loss_cls": 0.22304086666554213, "loss_mask": 0.2658718712627888, "loss_rpn_cls": 0.0458939203817863, "loss_rpn_loc": 0.06974798053852282, "loss_sem_seg": 0.3212631642818451, "lr": 0.02, "mask_rcnn/accuracy": 0.8982241664271342, "mask_rcnn/false_negative": 0.07454716520359325, "mask_rcnn/false_positive": 0.10166961099806526, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5709837969989167, "total_loss": 1.2096285222214647} {"data_time": 0.011989221500698477, "eta_seconds": 77617.89127766326, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.342434988179669, "fast_rcnn/fg_cls_accuracy": 0.6129979035639412, "iteration": 132659, "loss_box_reg": 0.250054451986216, "loss_cls": 0.24968877923674881, "loss_mask": 0.2528257295489311, "loss_rpn_cls": 0.04070929065346718, "loss_rpn_loc": 0.07309152666130103, "loss_sem_seg": 0.3288972284644842, "lr": 0.02, "mask_rcnn/accuracy": 0.8984038407029479, "mask_rcnn/false_negative": 0.08075871362524427, "mask_rcnn/false_positive": 0.11835053445912319, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.571022025498678, "total_loss": 1.190719232254196} {"data_time": 0.012896911990537774, "eta_seconds": 77606.58833225328, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.37102461039418944, "fast_rcnn/fg_cls_accuracy": 0.5730706075533661, "iteration": 132679, "loss_box_reg": 0.23350679082795978, "loss_cls": 0.21881935326382518, "loss_mask": 0.25761711224913597, "loss_rpn_cls": 0.043293583963532, "loss_rpn_loc": 0.06568652554415166, "loss_sem_seg": 0.3477217382751405, "lr": 0.02, "mask_rcnn/accuracy": 0.8758343562989106, "mask_rcnn/false_negative": 0.09871139188056889, "mask_rcnn/false_positive": 0.13505806393603403, "roi_head/num_bg_samples": 462.5, "roi_head/num_fg_samples": 49.5, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 0.5622415900070337, "total_loss": 1.1705567072203849} {"data_time": 0.012929200500366278, "eta_seconds": 77604.67526434388, "fast_rcnn/cls_accuracy": 0.90087890625, "fast_rcnn/false_negative": 0.3392857142857143, "fast_rcnn/fg_cls_accuracy": 0.5910534515819751, "iteration": 132699, "loss_box_reg": 0.21030689496546984, "loss_cls": 0.22193903347942978, "loss_mask": 0.2595677403733134, "loss_rpn_cls": 0.041099161258898675, "loss_rpn_loc": 0.0847348264651373, "loss_sem_seg": 0.33191034686751664, "lr": 0.02, "mask_rcnn/accuracy": 0.8809581257579877, "mask_rcnn/false_negative": 0.08263306829365133, "mask_rcnn/false_positive": 0.12055616268629007, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5742085395031609, "total_loss": 1.1323038696136791} {"data_time": 0.011647445004200563, "eta_seconds": 77647.70835035252, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.44761570827489483, "fast_rcnn/fg_cls_accuracy": 0.5368398015757222, "iteration": 132719, "loss_box_reg": 0.22076301276683807, "loss_cls": 0.2020147810690105, "loss_mask": 0.26756611559540033, "loss_rpn_cls": 0.04149165464332327, "loss_rpn_loc": 0.07968631599942455, "loss_sem_seg": 0.32982796197757125, "lr": 0.02, "mask_rcnn/accuracy": 0.884504705724688, "mask_rcnn/false_negative": 0.08268617379458292, "mask_rcnn/false_positive": 0.11710736683921891, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.5677479730002233, "total_loss": 1.1381792863467126} {"data_time": 0.01206179349537706, "eta_seconds": 77636.39612093252, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.358719646799117, "fast_rcnn/fg_cls_accuracy": 0.6412803532008831, "iteration": 132739, "loss_box_reg": 0.21579111414030194, "loss_cls": 0.20682186959311366, "loss_mask": 0.24635319504886866, "loss_rpn_cls": 0.04138022431288846, "loss_rpn_loc": 0.08340168462018482, "loss_sem_seg": 0.32629483053460717, "lr": 0.02, "mask_rcnn/accuracy": 0.8822293604677712, "mask_rcnn/false_negative": 0.09690453729148453, "mask_rcnn/false_positive": 0.15516489773814096, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.5623640670019086, "total_loss": 1.1390392254688777} {"data_time": 0.013302897488756571, "eta_seconds": 77574.42384647387, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.2897435897435897, "fast_rcnn/fg_cls_accuracy": 0.6563025210084034, "iteration": 132759, "loss_box_reg": 0.24583408050239086, "loss_cls": 0.21338528953492641, "loss_mask": 0.2639619349502027, "loss_rpn_cls": 0.04449669099994935, "loss_rpn_loc": 0.0673504669975955, "loss_sem_seg": 0.3238017945550382, "lr": 0.02, "mask_rcnn/accuracy": 0.8926384033237119, "mask_rcnn/false_negative": 0.09899696230285321, "mask_rcnn/false_positive": 0.12023395532334047, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 238.5, "rpn/num_pos_anchors": 17.5, "time": 0.5602492475009058, "total_loss": 1.148320243373746} {"data_time": 0.01302932899852749, "eta_seconds": 77559.45801158427, "fast_rcnn/cls_accuracy": 0.90478515625, "fast_rcnn/false_negative": 0.4413529732678669, "fast_rcnn/fg_cls_accuracy": 0.47513630381650684, "iteration": 132779, "loss_box_reg": 0.23786608898080885, "loss_cls": 0.23026074515655637, "loss_mask": 0.2597794746980071, "loss_rpn_cls": 0.04444235841219779, "loss_rpn_loc": 0.07948039824259467, "loss_sem_seg": 0.38523685466498137, "lr": 0.02, "mask_rcnn/accuracy": 0.8887033035344266, "mask_rcnn/false_negative": 0.09264665693395432, "mask_rcnn/false_positive": 0.14000218957252827, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5576558309985558, "total_loss": 1.3011835404176963} {"data_time": 0.01229045450600097, "eta_seconds": 77538.77065979334, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.2990980258679373, "fast_rcnn/fg_cls_accuracy": 0.5877737638293068, "iteration": 132799, "loss_box_reg": 0.20283047994598746, "loss_cls": 0.20225513097830117, "loss_mask": 0.24166959524154663, "loss_rpn_cls": 0.0439808766823262, "loss_rpn_loc": 0.074728938867338, "loss_sem_seg": 0.3311718422919512, "lr": 0.02, "mask_rcnn/accuracy": 0.9027452592879257, "mask_rcnn/false_negative": 0.09609344149097442, "mask_rcnn/false_positive": 0.12202469268552599, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5714786459939205, "total_loss": 1.1457397783233318} {"data_time": 0.012079603497113567, "eta_seconds": 77540.50930613397, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.305970736312146, "fast_rcnn/fg_cls_accuracy": 0.6054464661022039, "iteration": 132819, "loss_box_reg": 0.2442452220711857, "loss_cls": 0.23348638322204351, "loss_mask": 0.26087748166173697, "loss_rpn_cls": 0.04762689577182755, "loss_rpn_loc": 0.08477031334768981, "loss_sem_seg": 0.33408166328445077, "lr": 0.02, "mask_rcnn/accuracy": 0.8939651789097602, "mask_rcnn/false_negative": 0.11841232416717518, "mask_rcnn/false_positive": 0.1149003472305895, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5713521290017525, "total_loss": 1.199214440974174} {"data_time": 0.012495585993747227, "eta_seconds": 77495.929338587, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.2988385944014294, "fast_rcnn/fg_cls_accuracy": 0.6736479321314952, "iteration": 132839, "loss_box_reg": 0.22883842629380524, "loss_cls": 0.20700595481321216, "loss_mask": 0.26376338861882687, "loss_rpn_cls": 0.03775552941078786, "loss_rpn_loc": 0.07568169821752235, "loss_sem_seg": 0.3346236599609256, "lr": 0.02, "mask_rcnn/accuracy": 0.8803097062808294, "mask_rcnn/false_negative": 0.11482446044115721, "mask_rcnn/false_positive": 0.12800952121283918, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.5651541445040493, "total_loss": 1.1732852287459536} {"data_time": 0.013419067501672544, "eta_seconds": 77484.62934378693, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.32556553559547574, "fast_rcnn/fg_cls_accuracy": 0.6503059770307653, "iteration": 132859, "loss_box_reg": 0.23118055937811732, "loss_cls": 0.2112277103587985, "loss_mask": 0.26189531572163105, "loss_rpn_cls": 0.047723697156470735, "loss_rpn_loc": 0.0846521366329398, "loss_sem_seg": 0.3162875222042203, "lr": 0.02, "mask_rcnn/accuracy": 0.8844397572294066, "mask_rcnn/false_negative": 0.09530402538443891, "mask_rcnn/false_positive": 0.13623910583396134, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 207.5, "rpn/num_pos_anchors": 48.5, "time": 0.5612015334991156, "total_loss": 1.2069594656932168} {"data_time": 0.013004191503569018, "eta_seconds": 77458.99382890825, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.41187041964244037, "fast_rcnn/fg_cls_accuracy": 0.5588473368949328, "iteration": 132879, "loss_box_reg": 0.23660517460666597, "loss_cls": 0.22498174360953271, "loss_mask": 0.25964474212378263, "loss_rpn_cls": 0.046259891299996525, "loss_rpn_loc": 0.07143650762736797, "loss_sem_seg": 0.3488199859857559, "lr": 0.02, "mask_rcnn/accuracy": 0.8846577597875884, "mask_rcnn/false_negative": 0.09837947519566105, "mask_rcnn/false_positive": 0.12988422306156328, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5695284645044012, "total_loss": 1.1927595105662476} {"data_time": 0.012133073498262092, "eta_seconds": 77428.2529449142, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.3303030303030303, "fast_rcnn/fg_cls_accuracy": 0.6228632478632479, "iteration": 132899, "loss_box_reg": 0.21139046642929316, "loss_cls": 0.2243375708349049, "loss_mask": 0.2578450134024024, "loss_rpn_cls": 0.05040883057517931, "loss_rpn_loc": 0.07471677410649136, "loss_sem_seg": 0.38270883075892925, "lr": 0.02, "mask_rcnn/accuracy": 0.8947319947572643, "mask_rcnn/false_negative": 0.08693190843057022, "mask_rcnn/false_positive": 0.11598735278161151, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5606335580014274, "total_loss": 1.2078115103940945} {"data_time": 0.013197280502936337, "eta_seconds": 77429.08687344038, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.37046861184792224, "fast_rcnn/fg_cls_accuracy": 0.5862276558303232, "iteration": 132919, "loss_box_reg": 0.21851740102283657, "loss_cls": 0.22498487308621407, "loss_mask": 0.27364099863916636, "loss_rpn_cls": 0.04255058406852186, "loss_rpn_loc": 0.0735395236115437, "loss_sem_seg": 0.35777300549671054, "lr": 0.02, "mask_rcnn/accuracy": 0.8786273742014934, "mask_rcnn/false_negative": 0.1055343104859516, "mask_rcnn/false_positive": 0.12956409933543056, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5672981359966798, "total_loss": 1.2560663111216854} {"data_time": 0.0126642909963266, "eta_seconds": 77425.10011729781, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.3952380952380953, "fast_rcnn/fg_cls_accuracy": 0.5469967532467532, "iteration": 132939, "loss_box_reg": 0.24668217357248068, "loss_cls": 0.22960681468248367, "loss_mask": 0.2663182681426406, "loss_rpn_cls": 0.04078302814741619, "loss_rpn_loc": 0.07179899513721466, "loss_sem_seg": 0.34868196584284306, "lr": 0.02, "mask_rcnn/accuracy": 0.879734295130169, "mask_rcnn/false_negative": 0.10729047926098392, "mask_rcnn/false_positive": 0.1273545992422137, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5582478049982456, "total_loss": 1.2005524587002583} {"data_time": 0.012176207492302638, "eta_seconds": 77413.80221342767, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.4099846390168971, "fast_rcnn/fg_cls_accuracy": 0.588095238095238, "iteration": 132959, "loss_box_reg": 0.22211301932111382, "loss_cls": 0.21470701624639332, "loss_mask": 0.26977111026644707, "loss_rpn_cls": 0.041718902095453814, "loss_rpn_loc": 0.07824964623432606, "loss_sem_seg": 0.3705056579783559, "lr": 0.02, "mask_rcnn/accuracy": 0.8821726742645111, "mask_rcnn/false_negative": 0.09013557057815352, "mask_rcnn/false_positive": 0.14528081959964614, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5664092459992389, "total_loss": 1.2271223506540991} {"data_time": 0.012295014996198006, "eta_seconds": 77374.00996849581, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.3412635312824903, "fast_rcnn/fg_cls_accuracy": 0.6277065588344948, "iteration": 132979, "loss_box_reg": 0.2193562564207241, "loss_cls": 0.21943126968108118, "loss_mask": 0.25341111281886697, "loss_rpn_cls": 0.041374617954716086, "loss_rpn_loc": 0.07606818547355942, "loss_sem_seg": 0.33790112752467394, "lr": 0.02, "mask_rcnn/accuracy": 0.8859998974895829, "mask_rcnn/false_negative": 0.09089601525195387, "mask_rcnn/false_positive": 0.14231842078842832, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.5593191445004777, "total_loss": 1.1942027378245257} {"data_time": 0.012331163001363166, "eta_seconds": 77371.7776070648, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.4092434411226358, "fast_rcnn/fg_cls_accuracy": 0.5723840242861209, "iteration": 132999, "loss_box_reg": 0.23814135137945414, "loss_cls": 0.23464676085859537, "loss_mask": 0.26791165117174387, "loss_rpn_cls": 0.04771846649236977, "loss_rpn_loc": 0.07449820832698606, "loss_sem_seg": 0.3599453396163881, "lr": 0.02, "mask_rcnn/accuracy": 0.8890024121893656, "mask_rcnn/false_negative": 0.08679949951941633, "mask_rcnn/false_positive": 0.13738008824059653, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.5662456444988493, "total_loss": 1.2393579909403343} {"data_time": 0.012252107000676915, "eta_seconds": 77332.35746395853, "fast_rcnn/cls_accuracy": 0.90185546875, "fast_rcnn/false_negative": 0.3958249698916098, "fast_rcnn/fg_cls_accuracy": 0.5713391739674594, "iteration": 133019, "loss_box_reg": 0.24321297695860267, "loss_cls": 0.20657415292225778, "loss_mask": 0.2572486503049731, "loss_rpn_cls": 0.044810286577558145, "loss_rpn_loc": 0.08014937031839509, "loss_sem_seg": 0.31593226501718163, "lr": 0.02, "mask_rcnn/accuracy": 0.888642462466942, "mask_rcnn/false_negative": 0.11017713021959867, "mask_rcnn/false_positive": 0.12474749341929856, "roi_head/num_bg_samples": 432.5, "roi_head/num_fg_samples": 79.5, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.5596877765055979, "total_loss": 1.16667786668404} {"data_time": 0.012253798500751145, "eta_seconds": 77291.48922777004, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.3412599235518965, "fast_rcnn/fg_cls_accuracy": 0.6056589147286822, "iteration": 133039, "loss_box_reg": 0.24647961044684052, "loss_cls": 0.22482014074921608, "loss_mask": 0.26117948442697525, "loss_rpn_cls": 0.038166315061971545, "loss_rpn_loc": 0.06145756097976118, "loss_sem_seg": 0.3522258186712861, "lr": 0.02, "mask_rcnn/accuracy": 0.8848494119307289, "mask_rcnn/false_negative": 0.09425537173956153, "mask_rcnn/false_positive": 0.11610074929278241, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5585130390027189, "total_loss": 1.2007816880650353} {"data_time": 0.013373453002714086, "eta_seconds": 77273.36573727799, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.3496987951807229, "fast_rcnn/fg_cls_accuracy": 0.6218279569892473, "iteration": 133059, "loss_box_reg": 0.22408107272349298, "loss_cls": 0.21324954694136977, "loss_mask": 0.2624994954094291, "loss_rpn_cls": 0.04134216229431331, "loss_rpn_loc": 0.07505531364586204, "loss_sem_seg": 0.32059705001302063, "lr": 0.02, "mask_rcnn/accuracy": 0.8965276216702259, "mask_rcnn/false_negative": 0.0871668634971591, "mask_rcnn/false_positive": 0.13224808557319645, "roi_head/num_bg_samples": 465.25, "roi_head/num_fg_samples": 46.75, "rpn/num_neg_anchors": 237.75, "rpn/num_pos_anchors": 18.25, "time": 0.5638714579981752, "total_loss": 1.1150569432938937} {"data_time": 0.01244921749457717, "eta_seconds": 77276.6117942764, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.4482935855263158, "fast_rcnn/fg_cls_accuracy": 0.5188717532467533, "iteration": 133079, "loss_box_reg": 0.23756572743877769, "loss_cls": 0.2220579176209867, "loss_mask": 0.27400664892047644, "loss_rpn_cls": 0.051661646299180575, "loss_rpn_loc": 0.08884809204027988, "loss_sem_seg": 0.2836663455236703, "lr": 0.02, "mask_rcnn/accuracy": 0.8829033468856293, "mask_rcnn/false_negative": 0.10947492732692465, "mask_rcnn/false_positive": 0.13567885222603293, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5699186204947182, "total_loss": 1.1451449787055026} {"data_time": 0.011761891495552845, "eta_seconds": 77312.70751531963, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.36887617544551854, "fast_rcnn/fg_cls_accuracy": 0.5848720007135848, "iteration": 133099, "loss_box_reg": 0.2440048037096858, "loss_cls": 0.22789087193086743, "loss_mask": 0.25024228263646364, "loss_rpn_cls": 0.041515943681588396, "loss_rpn_loc": 0.07597298882319592, "loss_sem_seg": 0.2910300623625517, "lr": 0.02, "mask_rcnn/accuracy": 0.8899944968240707, "mask_rcnn/false_negative": 0.1107128214580094, "mask_rcnn/false_positive": 0.10127694499705625, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5838548889951198, "total_loss": 1.1122607147844974} {"data_time": 0.012150753005698789, "eta_seconds": 77254.03626187617, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.3754958803783949, "fast_rcnn/fg_cls_accuracy": 0.5813347236704901, "iteration": 133119, "loss_box_reg": 0.23188349488191307, "loss_cls": 0.20863563637249172, "loss_mask": 0.2534951902925968, "loss_rpn_cls": 0.04538563765527215, "loss_rpn_loc": 0.07151615250040777, "loss_sem_seg": 0.29042684100568295, "lr": 0.02, "mask_rcnn/accuracy": 0.8760475864987143, "mask_rcnn/false_negative": 0.10949086410633554, "mask_rcnn/false_positive": 0.12486175428426219, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5575016729999334, "total_loss": 1.0800089679833036} {"data_time": 0.012422694999258965, "eta_seconds": 77314.94999430302, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.3451867281654516, "fast_rcnn/fg_cls_accuracy": 0.6299027059896625, "iteration": 133139, "loss_box_reg": 0.21923829428851604, "loss_cls": 0.19961543701356277, "loss_mask": 0.24951347429305315, "loss_rpn_cls": 0.037942107825074345, "loss_rpn_loc": 0.07057672459632158, "loss_sem_seg": 0.3162119681946933, "lr": 0.02, "mask_rcnn/accuracy": 0.8985807913874904, "mask_rcnn/false_negative": 0.09690621703912315, "mask_rcnn/false_positive": 0.11764889549539162, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.574500350492599, "total_loss": 1.1144975094066467} {"data_time": 0.013077548501314595, "eta_seconds": 77278.82344982034, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.31762344717810304, "fast_rcnn/fg_cls_accuracy": 0.6612426035502958, "iteration": 133159, "loss_box_reg": 0.21776642533950508, "loss_cls": 0.19436141452752054, "loss_mask": 0.24215735681355, "loss_rpn_cls": 0.03959899226902053, "loss_rpn_loc": 0.06723354157293215, "loss_sem_seg": 0.3330901670269668, "lr": 0.02, "mask_rcnn/accuracy": 0.906412628590048, "mask_rcnn/false_negative": 0.07842655723808101, "mask_rcnn/false_positive": 0.10682943609957032, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5613810275026481, "total_loss": 1.085628153203288} {"data_time": 0.01317006400495302, "eta_seconds": 77283.30388182445, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.34857361181864494, "fast_rcnn/fg_cls_accuracy": 0.6482212599762269, "iteration": 133179, "loss_box_reg": 0.23027633759193122, "loss_cls": 0.2057456993497908, "loss_mask": 0.25925759971141815, "loss_rpn_cls": 0.040824577226885594, "loss_rpn_loc": 0.0874618528469, "loss_sem_seg": 0.288442375138402, "lr": 0.02, "mask_rcnn/accuracy": 0.8914906284844235, "mask_rcnn/false_negative": 0.10226157947133331, "mask_rcnn/false_positive": 0.12165028916533899, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5658056299944292, "total_loss": 1.1499988553114235} {"data_time": 0.012684809007623699, "eta_seconds": 77301.00603267425, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.32265625, "fast_rcnn/fg_cls_accuracy": 0.6038770053475936, "iteration": 133199, "loss_box_reg": 0.2174520289991051, "loss_cls": 0.1996352570131421, "loss_mask": 0.2563951276242733, "loss_rpn_cls": 0.039640024086111225, "loss_rpn_loc": 0.059487062972038984, "loss_sem_seg": 0.3352604219689965, "lr": 0.02, "mask_rcnn/accuracy": 0.8903700062367901, "mask_rcnn/false_negative": 0.08999963494440011, "mask_rcnn/false_positive": 0.1478082371243686, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5633393880052608, "total_loss": 1.0571952719255933} {"data_time": 0.01227377350005554, "eta_seconds": 77260.70989292455, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.3820941091954023, "fast_rcnn/fg_cls_accuracy": 0.6078235076010382, "iteration": 133219, "loss_box_reg": 0.24999234708957374, "loss_cls": 0.21450401120819151, "loss_mask": 0.2530975919216871, "loss_rpn_cls": 0.04455032930127345, "loss_rpn_loc": 0.08061686425935477, "loss_sem_seg": 0.3300130390562117, "lr": 0.02, "mask_rcnn/accuracy": 0.8859030564695589, "mask_rcnn/false_negative": 0.10922013225655029, "mask_rcnn/false_positive": 0.11514627342331038, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 208.25, "rpn/num_pos_anchors": 47.75, "time": 0.5578698105018702, "total_loss": 1.1879889160045423} {"data_time": 0.012803505502233747, "eta_seconds": 77189.18752650009, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.2710511832691249, "fast_rcnn/fg_cls_accuracy": 0.6900110071546506, "iteration": 133239, "loss_box_reg": 0.24740704987198114, "loss_cls": 0.2165711463894695, "loss_mask": 0.25353744300082326, "loss_rpn_cls": 0.045259876846103, "loss_rpn_loc": 0.08154124859720469, "loss_sem_seg": 0.3038752404972911, "lr": 0.02, "mask_rcnn/accuracy": 0.8831486835899915, "mask_rcnn/false_negative": 0.09363719709706723, "mask_rcnn/false_positive": 0.12632933446616354, "roi_head/num_bg_samples": 432.5, "roi_head/num_fg_samples": 79.5, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.562344600490178, "total_loss": 1.1508862753980793} {"data_time": 0.012718551501166075, "eta_seconds": 77196.86593015931, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.3016072472238457, "fast_rcnn/fg_cls_accuracy": 0.6424572068469045, "iteration": 133259, "loss_box_reg": 0.22177120205014944, "loss_cls": 0.20620147045701742, "loss_mask": 0.23354661092162132, "loss_rpn_cls": 0.04724395884841215, "loss_rpn_loc": 0.08033314449130557, "loss_sem_seg": 0.31869819574058056, "lr": 0.02, "mask_rcnn/accuracy": 0.9016400625961001, "mask_rcnn/false_negative": 0.08257499683969687, "mask_rcnn/false_positive": 0.12777210859402038, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5626264980019187, "total_loss": 1.1339447089703754} {"data_time": 0.012729526497423649, "eta_seconds": 77169.86121554929, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.30167426855045054, "fast_rcnn/fg_cls_accuracy": 0.6611761176117612, "iteration": 133279, "loss_box_reg": 0.23168943007476628, "loss_cls": 0.21239867620170116, "loss_mask": 0.24766053911298513, "loss_rpn_cls": 0.03956581972306594, "loss_rpn_loc": 0.06738206869340502, "loss_sem_seg": 0.3076977338641882, "lr": 0.02, "mask_rcnn/accuracy": 0.8962537653668946, "mask_rcnn/false_negative": 0.0976676730936609, "mask_rcnn/false_positive": 0.11440697349461965, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5658459550031694, "total_loss": 1.1494400318479165} {"data_time": 0.012437576493539382, "eta_seconds": 77158.57255305917, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.349785151587491, "fast_rcnn/fg_cls_accuracy": 0.6234184769634757, "iteration": 133299, "loss_box_reg": 0.24016637122258544, "loss_cls": 0.21154639730229974, "loss_mask": 0.2591759357601404, "loss_rpn_cls": 0.04650450623012148, "loss_rpn_loc": 0.08163715740374755, "loss_sem_seg": 0.32072619441896677, "lr": 0.02, "mask_rcnn/accuracy": 0.8954368408437201, "mask_rcnn/false_negative": 0.09634915427227679, "mask_rcnn/false_positive": 0.13250000423133176, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5681091095029842, "total_loss": 1.1790970318834297} {"data_time": 0.013151053499314003, "eta_seconds": 77233.19862831375, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.32255963526825693, "fast_rcnn/fg_cls_accuracy": 0.6575755108686803, "iteration": 133319, "loss_box_reg": 0.22531080478802323, "loss_cls": 0.20441905432380736, "loss_mask": 0.25395956449210644, "loss_rpn_cls": 0.040359881502809, "loss_rpn_loc": 0.08153150707948953, "loss_sem_seg": 0.3282521083019674, "lr": 0.02, "mask_rcnn/accuracy": 0.8920850250311392, "mask_rcnn/false_negative": 0.10332939226812221, "mask_rcnn/false_positive": 0.1189452991163964, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 204.0, "rpn/num_pos_anchors": 52.0, "time": 0.5618858849993558, "total_loss": 1.1134241475374438} {"data_time": 0.013541398497181945, "eta_seconds": 77221.89739425367, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.3120744680851064, "fast_rcnn/fg_cls_accuracy": 0.6524027459954234, "iteration": 133339, "loss_box_reg": 0.23312023235484958, "loss_cls": 0.21929618250578642, "loss_mask": 0.25710830418393016, "loss_rpn_cls": 0.044925458962097764, "loss_rpn_loc": 0.06951439959811978, "loss_sem_seg": 0.3462858214043081, "lr": 0.02, "mask_rcnn/accuracy": 0.8953398767610636, "mask_rcnn/false_negative": 0.10652330328349727, "mask_rcnn/false_positive": 0.1225907257225119, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5622398830018938, "total_loss": 1.1364320829161443} {"data_time": 0.01296695399651071, "eta_seconds": 77165.92637295413, "fast_rcnn/cls_accuracy": 0.91357421875, "fast_rcnn/false_negative": 0.3995516819763614, "fast_rcnn/fg_cls_accuracy": 0.6004483180236386, "iteration": 133359, "loss_box_reg": 0.24815773591399193, "loss_cls": 0.21066100476309657, "loss_mask": 0.25659207347780466, "loss_rpn_cls": 0.041460986132733524, "loss_rpn_loc": 0.0598988970159553, "loss_sem_seg": 0.3007918088696897, "lr": 0.02, "mask_rcnn/accuracy": 0.8746441428367755, "mask_rcnn/false_negative": 0.108104954625676, "mask_rcnn/false_positive": 0.1496698015621979, "roi_head/num_bg_samples": 429.25, "roi_head/num_fg_samples": 82.75, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5598204160050955, "total_loss": 1.1312338550051209} {"data_time": 0.011497256004076917, "eta_seconds": 77110.1702170792, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.31099770150765516, "fast_rcnn/fg_cls_accuracy": 0.6518341968911917, "iteration": 133379, "loss_box_reg": 0.2373217735439539, "loss_cls": 0.20290457550436258, "loss_mask": 0.2491972642019391, "loss_rpn_cls": 0.04419015895109624, "loss_rpn_loc": 0.09063950809650123, "loss_sem_seg": 0.27544498164206743, "lr": 0.02, "mask_rcnn/accuracy": 0.8822180344568906, "mask_rcnn/false_negative": 0.09515613106253298, "mask_rcnn/false_positive": 0.10035463290823476, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5596946154983016, "total_loss": 1.122627308650408} {"data_time": 0.013281493993417826, "eta_seconds": 77098.88203001907, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.31595552884615385, "fast_rcnn/fg_cls_accuracy": 0.657262277951933, "iteration": 133399, "loss_box_reg": 0.23356809723190963, "loss_cls": 0.20481033716350794, "loss_mask": 0.25415161112323403, "loss_rpn_cls": 0.04167785122990608, "loss_rpn_loc": 0.07868079683976248, "loss_sem_seg": 0.2932709800079465, "lr": 0.02, "mask_rcnn/accuracy": 0.889730149872449, "mask_rcnn/false_negative": 0.07854846596384096, "mask_rcnn/false_positive": 0.14230332735315698, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.562549094996939, "total_loss": 1.1266545937978663} {"data_time": 0.01342762800049968, "eta_seconds": 77082.74002691236, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.3078401820866142, "fast_rcnn/fg_cls_accuracy": 0.634794776119403, "iteration": 133419, "loss_box_reg": 0.24969774717465043, "loss_cls": 0.22005391772836447, "loss_mask": 0.2564117410220206, "loss_rpn_cls": 0.043990781807224266, "loss_rpn_loc": 0.07608928077388555, "loss_sem_seg": 0.3025602288544178, "lr": 0.02, "mask_rcnn/accuracy": 0.8900794163904664, "mask_rcnn/false_negative": 0.09198569947489832, "mask_rcnn/false_positive": 0.12318441725573454, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.5846253675044863, "total_loss": 1.1543167711788556} {"data_time": 0.012353298996458761, "eta_seconds": 77042.97343542837, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.3527216599585792, "fast_rcnn/fg_cls_accuracy": 0.6061487854251012, "iteration": 133439, "loss_box_reg": 0.23797208815813065, "loss_cls": 0.20856738882139325, "loss_mask": 0.26480173971503973, "loss_rpn_cls": 0.043464577523991466, "loss_rpn_loc": 0.08118624496273696, "loss_sem_seg": 0.3337569208815694, "lr": 0.02, "mask_rcnn/accuracy": 0.896894317608891, "mask_rcnn/false_negative": 0.10764291874849473, "mask_rcnn/false_positive": 0.12464841540229765, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.5615966210025363, "total_loss": 1.145856094546616} {"data_time": 0.0123401085002115, "eta_seconds": 76992.80905700914, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.32998847705012485, "fast_rcnn/fg_cls_accuracy": 0.5963541666666667, "iteration": 133459, "loss_box_reg": 0.21405315911397338, "loss_cls": 0.198689891025424, "loss_mask": 0.25195989152416587, "loss_rpn_cls": 0.03647359521710314, "loss_rpn_loc": 0.05919044517213479, "loss_sem_seg": 0.34532710211351514, "lr": 0.02, "mask_rcnn/accuracy": 0.8958757079046025, "mask_rcnn/false_negative": 0.08246406416240723, "mask_rcnn/false_positive": 0.11897716409513306, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5634442440059502, "total_loss": 1.0884367948456202} {"data_time": 0.013029825502599124, "eta_seconds": 76971.51961133356, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.339926421957672, "fast_rcnn/fg_cls_accuracy": 0.619143547830091, "iteration": 133479, "loss_box_reg": 0.21736504253931344, "loss_cls": 0.2104248118121177, "loss_mask": 0.24669043207541108, "loss_rpn_cls": 0.04422329633962363, "loss_rpn_loc": 0.08552593609783798, "loss_sem_seg": 0.28926007775589824, "lr": 0.02, "mask_rcnn/accuracy": 0.8990538472949138, "mask_rcnn/false_negative": 0.09712404581843086, "mask_rcnn/false_positive": 0.08946249681330691, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5479219319968252, "total_loss": 1.1141989053430734} {"data_time": 0.011723100491508376, "eta_seconds": 76951.21924983789, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.33596444358090055, "fast_rcnn/fg_cls_accuracy": 0.6132911392405063, "iteration": 133499, "loss_box_reg": 0.2190557881258428, "loss_cls": 0.21055413456633687, "loss_mask": 0.24152586329728365, "loss_rpn_cls": 0.040127384418156, "loss_rpn_loc": 0.07065405443427153, "loss_sem_seg": 0.3306192019954324, "lr": 0.02, "mask_rcnn/accuracy": 0.8922926244673693, "mask_rcnn/false_negative": 0.1003326814609883, "mask_rcnn/false_positive": 0.11106976640990501, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5615559189973283, "total_loss": 1.1037723937479313} {"data_time": 0.013012912495469209, "eta_seconds": 76928.56518884531, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.33723196881091616, "fast_rcnn/fg_cls_accuracy": 0.6185531325718241, "iteration": 133519, "loss_box_reg": 0.24901501508429646, "loss_cls": 0.23317972663789988, "loss_mask": 0.2546909051015973, "loss_rpn_cls": 0.04356417615781538, "loss_rpn_loc": 0.08535201032646, "loss_sem_seg": 0.34540102910250425, "lr": 0.02, "mask_rcnn/accuracy": 0.8974658333482647, "mask_rcnn/false_negative": 0.08007186527705944, "mask_rcnn/false_positive": 0.12139825518453665, "roi_head/num_bg_samples": 461.0, "roi_head/num_fg_samples": 51.0, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5624210740061244, "total_loss": 1.2380693263694411} {"data_time": 0.012113718505133875, "eta_seconds": 76917.29203504532, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3379073756432247, "fast_rcnn/fg_cls_accuracy": 0.6346476510067114, "iteration": 133539, "loss_box_reg": 0.24285752163268626, "loss_cls": 0.21111353253945708, "loss_mask": 0.2577239107340574, "loss_rpn_cls": 0.03940428257919848, "loss_rpn_loc": 0.07264280633535236, "loss_sem_seg": 0.33074129233136773, "lr": 0.02, "mask_rcnn/accuracy": 0.8943008924535476, "mask_rcnn/false_negative": 0.07965653804914019, "mask_rcnn/false_positive": 0.11019404309981126, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5677198904959369, "total_loss": 1.1732136777136475} {"data_time": 0.01213685250695562, "eta_seconds": 76923.19441536782, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3337753833402404, "fast_rcnn/fg_cls_accuracy": 0.6645067804024497, "iteration": 133559, "loss_box_reg": 0.2195728374645114, "loss_cls": 0.20253841252997518, "loss_mask": 0.24501369427889585, "loss_rpn_cls": 0.03888776880921796, "loss_rpn_loc": 0.06713910787948407, "loss_sem_seg": 0.3007322861813009, "lr": 0.02, "mask_rcnn/accuracy": 0.9051457272938268, "mask_rcnn/false_negative": 0.10180109237740402, "mask_rcnn/false_positive": 0.08781557696288592, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.565895471998374, "total_loss": 1.0637905469629914} {"data_time": 0.012288359001104254, "eta_seconds": 76911.91874391783, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.3415728360309641, "fast_rcnn/fg_cls_accuracy": 0.6127891156462585, "iteration": 133579, "loss_box_reg": 0.22116817301139235, "loss_cls": 0.21722170594148338, "loss_mask": 0.24996216408908367, "loss_rpn_cls": 0.04264431673800573, "loss_rpn_loc": 0.07832801033509895, "loss_sem_seg": 0.29872550372965634, "lr": 0.02, "mask_rcnn/accuracy": 0.9077298521449396, "mask_rcnn/false_negative": 0.08942243755962877, "mask_rcnn/false_positive": 0.1008529775688486, "roi_head/num_bg_samples": 462.75, "roi_head/num_fg_samples": 49.25, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5686047054987284, "total_loss": 1.1064478016342036} {"data_time": 0.013129417995514814, "eta_seconds": 76894.84514323805, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.3268398268398268, "fast_rcnn/fg_cls_accuracy": 0.6519274376417233, "iteration": 133599, "loss_box_reg": 0.25250870012678206, "loss_cls": 0.22671572875697166, "loss_mask": 0.24777728971093893, "loss_rpn_cls": 0.04411152805550955, "loss_rpn_loc": 0.08558720065047964, "loss_sem_seg": 0.32290331390686333, "lr": 0.02, "mask_rcnn/accuracy": 0.9029453609168918, "mask_rcnn/false_negative": 0.07282677404586393, "mask_rcnn/false_positive": 0.10902221849150326, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.56345202299417, "total_loss": 1.1932147150218952} {"data_time": 0.012249502498889342, "eta_seconds": 76859.53214814955, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.4254696132596685, "fast_rcnn/fg_cls_accuracy": 0.5690055248618784, "iteration": 133619, "loss_box_reg": 0.25318743428215384, "loss_cls": 0.2304589233826846, "loss_mask": 0.26678286399692297, "loss_rpn_cls": 0.04190874326741323, "loss_rpn_loc": 0.07343928521731868, "loss_sem_seg": 0.34579580603167415, "lr": 0.02, "mask_rcnn/accuracy": 0.8859089885178584, "mask_rcnn/false_negative": 0.09596978539595885, "mask_rcnn/false_positive": 0.14727185601581982, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5512644599948544, "total_loss": 1.252320697705727} {"data_time": 0.013462238493957557, "eta_seconds": 76834.25555389114, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.45658459897251624, "fast_rcnn/fg_cls_accuracy": 0.5295084444780292, "iteration": 133639, "loss_box_reg": 0.22395849041640759, "loss_cls": 0.20850707549834624, "loss_mask": 0.25020007230341434, "loss_rpn_cls": 0.0366511634492781, "loss_rpn_loc": 0.07507693873776589, "loss_sem_seg": 0.3196594505570829, "lr": 0.02, "mask_rcnn/accuracy": 0.8790219926295613, "mask_rcnn/false_negative": 0.08836868584950175, "mask_rcnn/false_positive": 0.17211616532090035, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.563888084005157, "total_loss": 1.1519511392107233} {"data_time": 0.011785356502514333, "eta_seconds": 76836.98955580952, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3347515060240964, "fast_rcnn/fg_cls_accuracy": 0.6114544250717281, "iteration": 133659, "loss_box_reg": 0.24123944877646863, "loss_cls": 0.20721324509941041, "loss_mask": 0.2610812517814338, "loss_rpn_cls": 0.04770757208461873, "loss_rpn_loc": 0.07776800822466612, "loss_sem_seg": 0.3437213832512498, "lr": 0.02, "mask_rcnn/accuracy": 0.8976064107531776, "mask_rcnn/false_negative": 0.0972962892592495, "mask_rcnn/false_positive": 0.12056109197104621, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5701089575013611, "total_loss": 1.184588147822069} {"data_time": 0.012040560999594163, "eta_seconds": 76832.08424588904, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.37584538246268656, "fast_rcnn/fg_cls_accuracy": 0.5611702127659575, "iteration": 133679, "loss_box_reg": 0.22315026447176933, "loss_cls": 0.22061072941869497, "loss_mask": 0.25967422034591436, "loss_rpn_cls": 0.04561098734848201, "loss_rpn_loc": 0.08503346249926835, "loss_sem_seg": 0.2785884137265384, "lr": 0.02, "mask_rcnn/accuracy": 0.8871598720225172, "mask_rcnn/false_negative": 0.1108510097013347, "mask_rcnn/false_positive": 0.12815329967464384, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5650593120008125, "total_loss": 1.1584674953774083} {"data_time": 0.013649570501002017, "eta_seconds": 76820.81201574902, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.3090579582644192, "fast_rcnn/fg_cls_accuracy": 0.6632015120674615, "iteration": 133699, "loss_box_reg": 0.22845915239304304, "loss_cls": 0.19408702291548252, "loss_mask": 0.25054371263831854, "loss_rpn_cls": 0.042672593001043424, "loss_rpn_loc": 0.07520197937265038, "loss_sem_seg": 0.27105062920600176, "lr": 0.02, "mask_rcnn/accuracy": 0.884618309571927, "mask_rcnn/false_negative": 0.09206236440596353, "mask_rcnn/false_positive": 0.13603015329064183, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5664673225037404, "total_loss": 1.0950483852648176} {"data_time": 0.012254198503796943, "eta_seconds": 76803.17566729947, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.30884936319718925, "fast_rcnn/fg_cls_accuracy": 0.6861790458937198, "iteration": 133719, "loss_box_reg": 0.22969537996686995, "loss_cls": 0.19748560013249516, "loss_mask": 0.2611534632742405, "loss_rpn_cls": 0.04466163138567936, "loss_rpn_loc": 0.07986310659907758, "loss_sem_seg": 0.30078410916030407, "lr": 0.02, "mask_rcnn/accuracy": 0.8836678359544212, "mask_rcnn/false_negative": 0.09845321317291636, "mask_rcnn/false_positive": 0.11865109856025546, "roi_head/num_bg_samples": 430.75, "roi_head/num_fg_samples": 81.25, "rpn/num_neg_anchors": 201.5, "rpn/num_pos_anchors": 54.5, "time": 0.5615359364965116, "total_loss": 1.0989013904327294} {"data_time": 0.013232217999757268, "eta_seconds": 76811.27700595332, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.28077300098025487, "fast_rcnn/fg_cls_accuracy": 0.6895866454689985, "iteration": 133739, "loss_box_reg": 0.22986825020052493, "loss_cls": 0.20748904393985868, "loss_mask": 0.23707907879725099, "loss_rpn_cls": 0.043864844454219565, "loss_rpn_loc": 0.07415496109751984, "loss_sem_seg": 0.2934680702164769, "lr": 0.02, "mask_rcnn/accuracy": 0.8996812791455648, "mask_rcnn/false_negative": 0.09400884023988625, "mask_rcnn/false_positive": 0.10852757474200674, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5729797774984036, "total_loss": 1.149865355095244} {"data_time": 0.013206934003392234, "eta_seconds": 76823.6449032597, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.3412698412698413, "fast_rcnn/fg_cls_accuracy": 0.6203775038520801, "iteration": 133759, "loss_box_reg": 0.23413066798821092, "loss_cls": 0.21636957046575844, "loss_mask": 0.2588543454185128, "loss_rpn_cls": 0.04256855489074951, "loss_rpn_loc": 0.07457329999306239, "loss_sem_seg": 0.3061686677392572, "lr": 0.02, "mask_rcnn/accuracy": 0.8925583450015344, "mask_rcnn/false_negative": 0.10328771592358744, "mask_rcnn/false_positive": 0.1093920089806582, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5758523010008503, "total_loss": 1.1396115620736964} {"data_time": 0.011841058505524416, "eta_seconds": 76812.36729300974, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.36067273111910303, "fast_rcnn/fg_cls_accuracy": 0.6031928480204343, "iteration": 133779, "loss_box_reg": 0.2313859690912068, "loss_cls": 0.21607661456800997, "loss_mask": 0.25609270576387644, "loss_rpn_cls": 0.03686091729468899, "loss_rpn_loc": 0.09039024924277328, "loss_sem_seg": 0.31045763846486807, "lr": 0.02, "mask_rcnn/accuracy": 0.8969421521404983, "mask_rcnn/false_negative": 0.08822907442671338, "mask_rcnn/false_positive": 0.12254709247199844, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5603219615004491, "total_loss": 1.1742919672105927} {"data_time": 0.013202148496930022, "eta_seconds": 76797.54954664392, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3731046482724335, "fast_rcnn/fg_cls_accuracy": 0.5971967846967847, "iteration": 133799, "loss_box_reg": 0.24462928622961044, "loss_cls": 0.23183216201141477, "loss_mask": 0.2607548772357404, "loss_rpn_cls": 0.04866526564001106, "loss_rpn_loc": 0.07451204146491364, "loss_sem_seg": 0.3190956427715719, "lr": 0.02, "mask_rcnn/accuracy": 0.8797854485974252, "mask_rcnn/false_negative": 0.0854256396697355, "mask_rcnn/false_positive": 0.12712019692336313, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5654629135024152, "total_loss": 1.1886544914450496} {"data_time": 0.013267225993331522, "eta_seconds": 76815.82203105415, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.3458324249691156, "fast_rcnn/fg_cls_accuracy": 0.6148148148148148, "iteration": 133819, "loss_box_reg": 0.22471902426332235, "loss_cls": 0.20503357122652233, "loss_mask": 0.24983386881649494, "loss_rpn_cls": 0.04111963015748188, "loss_rpn_loc": 0.08031939133070409, "loss_sem_seg": 0.30868749413639307, "lr": 0.02, "mask_rcnn/accuracy": 0.8842403628117914, "mask_rcnn/false_negative": 0.1001671407834257, "mask_rcnn/false_positive": 0.11813485145184965, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5776666770034353, "total_loss": 1.1301054424839094} {"data_time": 0.012304029500228353, "eta_seconds": 76774.99536582391, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.30942376950780315, "fast_rcnn/fg_cls_accuracy": 0.6578487559407324, "iteration": 133839, "loss_box_reg": 0.24731528502888978, "loss_cls": 0.21910773729905486, "loss_mask": 0.2730068592354655, "loss_rpn_cls": 0.04674770205747336, "loss_rpn_loc": 0.07661530643235892, "loss_sem_seg": 0.2982288212515414, "lr": 0.02, "mask_rcnn/accuracy": 0.8874050150025518, "mask_rcnn/false_negative": 0.095795556450117, "mask_rcnn/false_positive": 0.13975238135644674, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5597220364943496, "total_loss": 1.2089589607385278} {"data_time": 0.012359313499473501, "eta_seconds": 76821.59004526082, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.23889108215993332, "fast_rcnn/fg_cls_accuracy": 0.6914092255607278, "iteration": 133859, "loss_box_reg": 0.22538351081311703, "loss_cls": 0.21014911227393895, "loss_mask": 0.23755092127248645, "loss_rpn_cls": 0.03833268398011569, "loss_rpn_loc": 0.07473679639952024, "loss_sem_seg": 0.30198926851153374, "lr": 0.02, "mask_rcnn/accuracy": 0.9179661321343652, "mask_rcnn/false_negative": 0.08536458446281225, "mask_rcnn/false_positive": 0.10533487958407281, "roi_head/num_bg_samples": 458.0, "roi_head/num_fg_samples": 54.0, "rpn/num_neg_anchors": 235.5, "rpn/num_pos_anchors": 20.5, "time": 0.5750090814981377, "total_loss": 1.0888792738696793} {"data_time": 0.012337456006207503, "eta_seconds": 76781.9777405741, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.3985294117647059, "fast_rcnn/fg_cls_accuracy": 0.581763242090295, "iteration": 133879, "loss_box_reg": 0.24198336503468454, "loss_cls": 0.2187843732535839, "loss_mask": 0.2643906679004431, "loss_rpn_cls": 0.04644108307547867, "loss_rpn_loc": 0.09254547627642751, "loss_sem_seg": 0.30513895489275455, "lr": 0.02, "mask_rcnn/accuracy": 0.8919530829975618, "mask_rcnn/false_negative": 0.08830439526315914, "mask_rcnn/false_positive": 0.1285464617486412, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.55317949950404, "total_loss": 1.1664827544882428} {"data_time": 0.012916944499011151, "eta_seconds": 76782.27564766794, "fast_rcnn/cls_accuracy": 0.9140625, "fast_rcnn/false_negative": 0.3880835843373494, "fast_rcnn/fg_cls_accuracy": 0.5950677710843373, "iteration": 133899, "loss_box_reg": 0.24117877334356308, "loss_cls": 0.20578889083117247, "loss_mask": 0.2596512995660305, "loss_rpn_cls": 0.04239729788969271, "loss_rpn_loc": 0.07665152483968996, "loss_sem_seg": 0.31785910576581955, "lr": 0.02, "mask_rcnn/accuracy": 0.8746612167887482, "mask_rcnn/false_negative": 0.08883610464393857, "mask_rcnn/false_positive": 0.13897827340229, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 202.75, "rpn/num_pos_anchors": 53.25, "time": 0.5638896909949835, "total_loss": 1.180404065467883} {"data_time": 0.012937316998431925, "eta_seconds": 76770.99251592788, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.31609141791044776, "fast_rcnn/fg_cls_accuracy": 0.6049984760743676, "iteration": 133919, "loss_box_reg": 0.24209895031526685, "loss_cls": 0.2120265052653849, "loss_mask": 0.25362490862607956, "loss_rpn_cls": 0.03765589224349242, "loss_rpn_loc": 0.07133001679903828, "loss_sem_seg": 0.3448811452835798, "lr": 0.02, "mask_rcnn/accuracy": 0.8967807777650861, "mask_rcnn/false_negative": 0.08887422891452211, "mask_rcnn/false_positive": 0.12449757149321922, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5640139345050557, "total_loss": 1.1592316048190696} {"data_time": 0.013946462502644863, "eta_seconds": 76772.96812075282, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.3577586206896552, "fast_rcnn/fg_cls_accuracy": 0.6287047591906526, "iteration": 133939, "loss_box_reg": 0.24480180582031608, "loss_cls": 0.21410135296173394, "loss_mask": 0.24611288076266646, "loss_rpn_cls": 0.0445797961729113, "loss_rpn_loc": 0.077130425022915, "loss_sem_seg": 0.297117265406996, "lr": 0.02, "mask_rcnn/accuracy": 0.8879244645624262, "mask_rcnn/false_negative": 0.08801890999323057, "mask_rcnn/false_positive": 0.11700103282117953, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5601149659996736, "total_loss": 1.1455711002054159} {"data_time": 0.012077993495040573, "eta_seconds": 76764.47745771598, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.34125, "fast_rcnn/fg_cls_accuracy": 0.601737668161435, "iteration": 133959, "loss_box_reg": 0.22425748291425407, "loss_cls": 0.22252358391415328, "loss_mask": 0.24732513492926955, "loss_rpn_cls": 0.04106723720906302, "loss_rpn_loc": 0.066399346513208, "loss_sem_seg": 0.324478717520833, "lr": 0.02, "mask_rcnn/accuracy": 0.8956957812616613, "mask_rcnn/false_negative": 0.08256687176095909, "mask_rcnn/false_positive": 0.1250125568948205, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5665075779979816, "total_loss": 1.123879548162222} {"data_time": 0.01346233750518877, "eta_seconds": 76771.89573839123, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.31006371814092953, "fast_rcnn/fg_cls_accuracy": 0.6438439658675335, "iteration": 133979, "loss_box_reg": 0.22764717135578394, "loss_cls": 0.19835363049060106, "loss_mask": 0.2420179583132267, "loss_rpn_cls": 0.03715269695385359, "loss_rpn_loc": 0.07631421694532037, "loss_sem_seg": 0.3046038285829127, "lr": 0.02, "mask_rcnn/accuracy": 0.8900183259276679, "mask_rcnn/false_negative": 0.10077565308670924, "mask_rcnn/false_positive": 0.12177052713634268, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.570494547006092, "total_loss": 1.098736261279555} {"data_time": 0.01314610099507263, "eta_seconds": 76725.85998896766, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.3121727266022568, "fast_rcnn/fg_cls_accuracy": 0.6382404951370468, "iteration": 133999, "loss_box_reg": 0.23365972470492125, "loss_cls": 0.21984614431858063, "loss_mask": 0.26425118930637836, "loss_rpn_cls": 0.0453337423314224, "loss_rpn_loc": 0.07954851945396513, "loss_sem_seg": 0.3122409456409514, "lr": 0.02, "mask_rcnn/accuracy": 0.8740733563422813, "mask_rcnn/false_negative": 0.09254126254357604, "mask_rcnn/false_positive": 0.12061849406477695, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5553206129989121, "total_loss": 1.1999393577571027} {"data_time": 0.011702660500304773, "eta_seconds": 76730.62098321592, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.2958380467571644, "fast_rcnn/fg_cls_accuracy": 0.6636500754147813, "iteration": 134019, "loss_box_reg": 0.23510359087958932, "loss_cls": 0.20456476975232363, "loss_mask": 0.2548846760764718, "loss_rpn_cls": 0.04302359551365953, "loss_rpn_loc": 0.07014258994604461, "loss_sem_seg": 0.3228276027366519, "lr": 0.02, "mask_rcnn/accuracy": 0.8915716524537767, "mask_rcnn/false_negative": 0.0881501641610586, "mask_rcnn/false_positive": 0.12175928423373956, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5662962040005368, "total_loss": 1.1514112979057245} {"data_time": 0.013633807997393887, "eta_seconds": 76748.25548319862, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.28193281035323314, "fast_rcnn/fg_cls_accuracy": 0.6696959682749504, "iteration": 134039, "loss_box_reg": 0.2332441401667893, "loss_cls": 0.20213423483073711, "loss_mask": 0.24726289231330156, "loss_rpn_cls": 0.03938141927937977, "loss_rpn_loc": 0.06601296464214101, "loss_sem_seg": 0.361681810580194, "lr": 0.02, "mask_rcnn/accuracy": 0.90147526600629, "mask_rcnn/false_negative": 0.07920638318467144, "mask_rcnn/false_positive": 0.09177075847822269, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5673720455015427, "total_loss": 1.1300641190318856} {"data_time": 0.012398463499266654, "eta_seconds": 76796.16634451791, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.3194538455030036, "fast_rcnn/fg_cls_accuracy": 0.6450899550224887, "iteration": 134059, "loss_box_reg": 0.2381514071021229, "loss_cls": 0.21960092009976506, "loss_mask": 0.2590369377285242, "loss_rpn_cls": 0.037880118819884956, "loss_rpn_loc": 0.07045313934213482, "loss_sem_seg": 0.26751932897605, "lr": 0.02, "mask_rcnn/accuracy": 0.8961900264913658, "mask_rcnn/false_negative": 0.08727017572057646, "mask_rcnn/false_positive": 0.1076784439467573, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5709588649988291, "total_loss": 1.0946996117418166} {"data_time": 0.01288104599370854, "eta_seconds": 76749.24149941557, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.292793795098382, "fast_rcnn/fg_cls_accuracy": 0.6649113082039911, "iteration": 134079, "loss_box_reg": 0.21677039645146579, "loss_cls": 0.2002323146443814, "loss_mask": 0.24932849872857332, "loss_rpn_cls": 0.03797147193108685, "loss_rpn_loc": 0.06907896039774641, "loss_sem_seg": 0.3143262383528054, "lr": 0.02, "mask_rcnn/accuracy": 0.8960692263320753, "mask_rcnn/false_negative": 0.08178047772198369, "mask_rcnn/false_positive": 0.10231704680138705, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5633783195007709, "total_loss": 1.082411372975912} {"data_time": 0.013001811996218748, "eta_seconds": 76724.85177872507, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.3762349522623495, "fast_rcnn/fg_cls_accuracy": 0.613013698630137, "iteration": 134099, "loss_box_reg": 0.2270769476890564, "loss_cls": 0.2197772990912199, "loss_mask": 0.24636245146393776, "loss_rpn_cls": 0.04135263102944009, "loss_rpn_loc": 0.07852486910996959, "loss_sem_seg": 0.3482406800612807, "lr": 0.02, "mask_rcnn/accuracy": 0.9073480419565085, "mask_rcnn/false_negative": 0.07321171314589645, "mask_rcnn/false_positive": 0.13535441520142935, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5643236084943055, "total_loss": 1.2021179458679399} {"data_time": 0.011780261993408203, "eta_seconds": 76728.09541172785, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.35695822563161844, "fast_rcnn/fg_cls_accuracy": 0.6430417743683816, "iteration": 134119, "loss_box_reg": 0.25153728760778904, "loss_cls": 0.22377846436575055, "loss_mask": 0.24623296735808253, "loss_rpn_cls": 0.039471349911764264, "loss_rpn_loc": 0.07319974369602278, "loss_sem_seg": 0.3149967985227704, "lr": 0.02, "mask_rcnn/accuracy": 0.8951459735670597, "mask_rcnn/false_negative": 0.09328090292569267, "mask_rcnn/false_positive": 0.10903043334317988, "roi_head/num_bg_samples": 418.25, "roi_head/num_fg_samples": 93.75, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5695550524978898, "total_loss": 1.1671581507252995} {"data_time": 0.013082937999570277, "eta_seconds": 76713.34534361254, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.3222972972972973, "fast_rcnn/fg_cls_accuracy": 0.6043047764745878, "iteration": 134139, "loss_box_reg": 0.2404499128460884, "loss_cls": 0.22862073848955333, "loss_mask": 0.2593286922201514, "loss_rpn_cls": 0.03979575392440893, "loss_rpn_loc": 0.07923765611485578, "loss_sem_seg": 0.30939178192056715, "lr": 0.02, "mask_rcnn/accuracy": 0.8941399350204651, "mask_rcnn/false_negative": 0.09969959243632043, "mask_rcnn/false_positive": 0.10542570398539056, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5625263055044343, "total_loss": 1.1250583247165196} {"data_time": 0.012272974505322054, "eta_seconds": 76690.97792123526, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.38128970596503065, "fast_rcnn/fg_cls_accuracy": 0.600039989336177, "iteration": 134159, "loss_box_reg": 0.20443097734823823, "loss_cls": 0.19697314500808716, "loss_mask": 0.24895384162664413, "loss_rpn_cls": 0.04115774156525731, "loss_rpn_loc": 0.066302121267654, "loss_sem_seg": 0.30674648098647594, "lr": 0.02, "mask_rcnn/accuracy": 0.9010105337834812, "mask_rcnn/false_negative": 0.07747898380160706, "mask_rcnn/false_positive": 0.12408168096519054, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.560198118990229, "total_loss": 1.091979746139259} {"data_time": 0.011986014498688746, "eta_seconds": 76629.39476802107, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.30798149219201854, "fast_rcnn/fg_cls_accuracy": 0.6653091060985797, "iteration": 134179, "loss_box_reg": 0.20479006739333272, "loss_cls": 0.17777705297339708, "loss_mask": 0.25562757439911366, "loss_rpn_cls": 0.03697606762580108, "loss_rpn_loc": 0.06789770387695171, "loss_sem_seg": 0.34076878475025296, "lr": 0.02, "mask_rcnn/accuracy": 0.8891270518038676, "mask_rcnn/false_negative": 0.0911111660802674, "mask_rcnn/false_positive": 0.12427424029929701, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5475610659996164, "total_loss": 1.0937608745589387} {"data_time": 0.012727942994388286, "eta_seconds": 76601.47485801385, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.3431372549019608, "fast_rcnn/fg_cls_accuracy": 0.6352941176470588, "iteration": 134199, "loss_box_reg": 0.2313206810504198, "loss_cls": 0.21635701274499297, "loss_mask": 0.25611856020987034, "loss_rpn_cls": 0.042551176447886974, "loss_rpn_loc": 0.07947381056146696, "loss_sem_seg": 0.34445791877806187, "lr": 0.02, "mask_rcnn/accuracy": 0.8831347203540283, "mask_rcnn/false_negative": 0.10107566818916572, "mask_rcnn/false_positive": 0.10917119698929034, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5581199305015616, "total_loss": 1.2265667194442358} {"data_time": 0.013162028997612651, "eta_seconds": 76617.76606821571, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.307688028482421, "fast_rcnn/fg_cls_accuracy": 0.6820305862361937, "iteration": 134219, "loss_box_reg": 0.21252961154095829, "loss_cls": 0.202658383641392, "loss_mask": 0.23539794515818357, "loss_rpn_cls": 0.04665651742834598, "loss_rpn_loc": 0.06983219657558948, "loss_sem_seg": 0.3562798872590065, "lr": 0.02, "mask_rcnn/accuracy": 0.8948422933319462, "mask_rcnn/false_negative": 0.0797292417849312, "mask_rcnn/false_positive": 0.09749508625531805, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5728251440086751, "total_loss": 1.0775648702256149} {"data_time": 0.012537066497316118, "eta_seconds": 76578.91199769382, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.32693198934074846, "fast_rcnn/fg_cls_accuracy": 0.6498349124318117, "iteration": 134239, "loss_box_reg": 0.2404491505585611, "loss_cls": 0.21283104876056314, "loss_mask": 0.2652458194643259, "loss_rpn_cls": 0.039036122645484284, "loss_rpn_loc": 0.0716574332327582, "loss_sem_seg": 0.28013101778924465, "lr": 0.02, "mask_rcnn/accuracy": 0.8835832470756515, "mask_rcnn/false_negative": 0.09292286808290508, "mask_rcnn/false_positive": 0.13253761569515873, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5585206664982252, "total_loss": 1.0974085136549547} {"data_time": 0.01277181900513824, "eta_seconds": 76553.0646759773, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.37318181818181817, "fast_rcnn/fg_cls_accuracy": 0.5832393483709273, "iteration": 134259, "loss_box_reg": 0.22368373489007354, "loss_cls": 0.2151651750318706, "loss_mask": 0.25686725601553917, "loss_rpn_cls": 0.04151494243706111, "loss_rpn_loc": 0.073063644929789, "loss_sem_seg": 0.28114744229242206, "lr": 0.02, "mask_rcnn/accuracy": 0.8861989337513981, "mask_rcnn/false_negative": 0.08108553043731842, "mask_rcnn/false_positive": 0.12837977898851435, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5524516494988347, "total_loss": 1.0952393306943122} {"data_time": 0.011866437002026942, "eta_seconds": 76514.47866589294, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.3501232828460726, "fast_rcnn/fg_cls_accuracy": 0.6353850818677986, "iteration": 134279, "loss_box_reg": 0.20594930928200483, "loss_cls": 0.20643459842540324, "loss_mask": 0.24819796066731215, "loss_rpn_cls": 0.04744619253324345, "loss_rpn_loc": 0.07364314096048474, "loss_sem_seg": 0.306196344550699, "lr": 0.02, "mask_rcnn/accuracy": 0.9090533652370723, "mask_rcnn/false_negative": 0.08935503311893528, "mask_rcnn/false_positive": 0.08966475450998325, "roi_head/num_bg_samples": 458.5, "roi_head/num_fg_samples": 53.5, "rpn/num_neg_anchors": 234.5, "rpn/num_pos_anchors": 21.5, "time": 0.5594225660024676, "total_loss": 1.1164287779392907} {"data_time": 0.013218209009210113, "eta_seconds": 76476.308078369, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.3241200485490455, "fast_rcnn/fg_cls_accuracy": 0.5689018046137839, "iteration": 134299, "loss_box_reg": 0.21896241139620543, "loss_cls": 0.21073357574641705, "loss_mask": 0.24509974662214518, "loss_rpn_cls": 0.04061613406520337, "loss_rpn_loc": 0.06854564027162269, "loss_sem_seg": 0.31220285105518997, "lr": 0.02, "mask_rcnn/accuracy": 0.8989039283476549, "mask_rcnn/false_negative": 0.10288174298328362, "mask_rcnn/false_positive": 0.11044575963291269, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5623586535002687, "total_loss": 1.0925237582378031} {"data_time": 0.012703516491455957, "eta_seconds": 76474.1083463051, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.35377378570516366, "fast_rcnn/fg_cls_accuracy": 0.579753555425677, "iteration": 134319, "loss_box_reg": 0.23827354237437248, "loss_cls": 0.22878448734991252, "loss_mask": 0.25686617102473974, "loss_rpn_cls": 0.04162528530287091, "loss_rpn_loc": 0.08087570083444007, "loss_sem_seg": 0.3437584484927356, "lr": 0.02, "mask_rcnn/accuracy": 0.8911572391230016, "mask_rcnn/false_negative": 0.08393964306681498, "mask_rcnn/false_positive": 0.13672966180710566, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 204.75, "rpn/num_pos_anchors": 51.25, "time": 0.5650215959976777, "total_loss": 1.1853427384357929} {"data_time": 0.011992152001766954, "eta_seconds": 76502.13087028844, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.29281753504917346, "fast_rcnn/fg_cls_accuracy": 0.664319248826291, "iteration": 134339, "loss_box_reg": 0.23200592258945107, "loss_cls": 0.20221880497410893, "loss_mask": 0.2504674466326833, "loss_rpn_cls": 0.03993080661166459, "loss_rpn_loc": 0.06703416549135, "loss_sem_seg": 0.3091893121600151, "lr": 0.02, "mask_rcnn/accuracy": 0.9008273234105673, "mask_rcnn/false_negative": 0.07183860247100413, "mask_rcnn/false_positive": 0.12018382459805656, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5712668679989292, "total_loss": 1.117153520710417} {"data_time": 0.012531614003819413, "eta_seconds": 76511.22341673373, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.29814814814814816, "fast_rcnn/fg_cls_accuracy": 0.6731836365982707, "iteration": 134359, "loss_box_reg": 0.22306449594907463, "loss_cls": 0.2084178701043129, "loss_mask": 0.24920985102653503, "loss_rpn_cls": 0.037011591171904, "loss_rpn_loc": 0.08253179903840646, "loss_sem_seg": 0.34090100647881627, "lr": 0.02, "mask_rcnn/accuracy": 0.8901748227842987, "mask_rcnn/false_negative": 0.10176876675197213, "mask_rcnn/false_positive": 0.12850732649822116, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5737088770038099, "total_loss": 1.1582735960837454} {"data_time": 0.011069997504819185, "eta_seconds": 76488.09203416361, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.20389266817838247, "fast_rcnn/fg_cls_accuracy": 0.7102721088435374, "iteration": 134379, "loss_box_reg": 0.2216330417431891, "loss_cls": 0.2066249563358724, "loss_mask": 0.24793725367635489, "loss_rpn_cls": 0.03819076233776286, "loss_rpn_loc": 0.07072355443960987, "loss_sem_seg": 0.30786597705446184, "lr": 0.02, "mask_rcnn/accuracy": 0.9063772845908122, "mask_rcnn/false_negative": 0.08717606103608314, "mask_rcnn/false_positive": 0.09853882211234993, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5612500600036583, "total_loss": 1.1258591607620474} {"data_time": 0.012523263503680937, "eta_seconds": 76488.6605564137, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.34528948899298856, "fast_rcnn/fg_cls_accuracy": 0.6528843421426542, "iteration": 134399, "loss_box_reg": 0.23483200231567025, "loss_cls": 0.20375155843794346, "loss_mask": 0.2603697944432497, "loss_rpn_cls": 0.040477097281836905, "loss_rpn_loc": 0.08342615127912723, "loss_sem_seg": 0.3122126671951264, "lr": 0.02, "mask_rcnn/accuracy": 0.8865611488318716, "mask_rcnn/false_negative": 0.10117047238276143, "mask_rcnn/false_positive": 0.13869395065356646, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.5669112620016676, "total_loss": 1.160819570071908} {"data_time": 0.012144434505898971, "eta_seconds": 76435.55184533293, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.2988604488078541, "fast_rcnn/fg_cls_accuracy": 0.6542088184768086, "iteration": 134419, "loss_box_reg": 0.21198045468190685, "loss_cls": 0.2042438414064236, "loss_mask": 0.25953925866633654, "loss_rpn_cls": 0.04704581361147575, "loss_rpn_loc": 0.06840699203894474, "loss_sem_seg": 0.3303428296931088, "lr": 0.02, "mask_rcnn/accuracy": 0.8827568468425107, "mask_rcnn/false_negative": 0.09738380057346285, "mask_rcnn/false_positive": 0.1254400345496488, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5545929654981592, "total_loss": 1.1114696496515535} {"data_time": 0.012176503005321138, "eta_seconds": 76416.56492639556, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.33293233082706764, "fast_rcnn/fg_cls_accuracy": 0.6344009855251, "iteration": 134439, "loss_box_reg": 0.24455359298735857, "loss_cls": 0.2139233611524105, "loss_mask": 0.24938838183879852, "loss_rpn_cls": 0.04073898238129914, "loss_rpn_loc": 0.06399213330587372, "loss_sem_seg": 0.2773736300878227, "lr": 0.02, "mask_rcnn/accuracy": 0.903208730020447, "mask_rcnn/false_negative": 0.0890507467887297, "mask_rcnn/false_positive": 0.1113328156107189, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5587725635050447, "total_loss": 1.1197069406043738} {"data_time": 0.013683979996130802, "eta_seconds": 76357.64204212412, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3540231968104386, "fast_rcnn/fg_cls_accuracy": 0.6052240733565801, "iteration": 134459, "loss_box_reg": 0.2389427019516006, "loss_cls": 0.22165890876203775, "loss_mask": 0.2570226266980171, "loss_rpn_cls": 0.044696496304823086, "loss_rpn_loc": 0.08106442162534222, "loss_sem_seg": 0.33175657875835896, "lr": 0.02, "mask_rcnn/accuracy": 0.8870717930029155, "mask_rcnn/false_negative": 0.08408777488203384, "mask_rcnn/false_positive": 0.14087847739968207, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.548877008499403, "total_loss": 1.1445850936870556} {"data_time": 0.01224805699166609, "eta_seconds": 76383.92727942464, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3905686936936937, "fast_rcnn/fg_cls_accuracy": 0.6018018018018019, "iteration": 134479, "loss_box_reg": 0.2192300115711987, "loss_cls": 0.20007044076919556, "loss_mask": 0.2442171722650528, "loss_rpn_cls": 0.03735809534555301, "loss_rpn_loc": 0.07518414309015498, "loss_sem_seg": 0.29780233977362514, "lr": 0.02, "mask_rcnn/accuracy": 0.8880266678682343, "mask_rcnn/false_negative": 0.09069417872339963, "mask_rcnn/false_positive": 0.12335999729654674, "roi_head/num_bg_samples": 457.25, "roi_head/num_fg_samples": 54.75, "rpn/num_neg_anchors": 235.5, "rpn/num_pos_anchors": 20.5, "time": 0.5695435924935737, "total_loss": 1.0772079899907112} {"data_time": 0.012229676998686045, "eta_seconds": 76335.10785924451, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.3695914289651371, "fast_rcnn/fg_cls_accuracy": 0.6056267366471133, "iteration": 134499, "loss_box_reg": 0.2335363165475428, "loss_cls": 0.20746312499977648, "loss_mask": 0.2520203753374517, "loss_rpn_cls": 0.044240969175007194, "loss_rpn_loc": 0.07393374724779278, "loss_sem_seg": 0.3051539487205446, "lr": 0.02, "mask_rcnn/accuracy": 0.8864975286989796, "mask_rcnn/false_negative": 0.09965099563524135, "mask_rcnn/false_positive": 0.1431850523941839, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 205.5, "rpn/num_pos_anchors": 50.5, "time": 0.5478407815026003, "total_loss": 1.1529451190290274} {"data_time": 0.012809645493689459, "eta_seconds": 76322.24202462938, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.32380952380952377, "fast_rcnn/fg_cls_accuracy": 0.6640625, "iteration": 134519, "loss_box_reg": 0.22801080672070384, "loss_cls": 0.20696900924667716, "loss_mask": 0.24946905672550201, "loss_rpn_cls": 0.03889294114196673, "loss_rpn_loc": 0.07612485910067335, "loss_sem_seg": 0.3130678446032107, "lr": 0.02, "mask_rcnn/accuracy": 0.8836714948124307, "mask_rcnn/false_negative": 0.08471643354371486, "mask_rcnn/false_positive": 0.13582208472044205, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5522230589995161, "total_loss": 1.146045453453553} {"data_time": 0.012887495999166276, "eta_seconds": 76305.5267934496, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.33230337078651684, "fast_rcnn/fg_cls_accuracy": 0.5863788487282463, "iteration": 134539, "loss_box_reg": 0.2355955969542265, "loss_cls": 0.2005378466565162, "loss_mask": 0.2522852998226881, "loss_rpn_cls": 0.038974628230789676, "loss_rpn_loc": 0.07055734848836437, "loss_sem_seg": 0.3259816272184253, "lr": 0.02, "mask_rcnn/accuracy": 0.9054657396175253, "mask_rcnn/false_negative": 0.0867527157720215, "mask_rcnn/false_positive": 0.11353211654428974, "roi_head/num_bg_samples": 462.25, "roi_head/num_fg_samples": 49.75, "rpn/num_neg_anchors": 237.5, "rpn/num_pos_anchors": 18.5, "time": 0.5591237029948388, "total_loss": 1.0927641605667304} {"data_time": 0.013250468495243695, "eta_seconds": 76259.57565635012, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.3822042467138524, "fast_rcnn/fg_cls_accuracy": 0.555175983436853, "iteration": 134559, "loss_box_reg": 0.22656050138175488, "loss_cls": 0.20962462632451206, "loss_mask": 0.26093863788992167, "loss_rpn_cls": 0.04844491809490137, "loss_rpn_loc": 0.07780361019831616, "loss_sem_seg": 0.3146449732594192, "lr": 0.02, "mask_rcnn/accuracy": 0.8763566582546998, "mask_rcnn/false_negative": 0.11130729198962529, "mask_rcnn/false_positive": 0.11775934290593015, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5488462030043593, "total_loss": 1.1922461918875342} {"data_time": 0.012987813504878432, "eta_seconds": 76229.49682793039, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3397142333760762, "fast_rcnn/fg_cls_accuracy": 0.6405878674171357, "iteration": 134579, "loss_box_reg": 0.23340117512270808, "loss_cls": 0.22678637923672795, "loss_mask": 0.25765248760581017, "loss_rpn_cls": 0.04701638943515718, "loss_rpn_loc": 0.07960571540752426, "loss_sem_seg": 0.31434267200529575, "lr": 0.02, "mask_rcnn/accuracy": 0.8847409772468169, "mask_rcnn/false_negative": 0.1024507913677406, "mask_rcnn/false_positive": 0.12197856476381665, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5648383075022139, "total_loss": 1.187915487884311} {"data_time": 0.012205837992951274, "eta_seconds": 76252.2165437451, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.282578125, "fast_rcnn/fg_cls_accuracy": 0.6255155101308947, "iteration": 134599, "loss_box_reg": 0.2240125946700573, "loss_cls": 0.22443750489037484, "loss_mask": 0.25997277814894915, "loss_rpn_cls": 0.042871129320701584, "loss_rpn_loc": 0.07100889703724533, "loss_sem_seg": 0.2880585500970483, "lr": 0.02, "mask_rcnn/accuracy": 0.8906754943030639, "mask_rcnn/false_negative": 0.08709222530750935, "mask_rcnn/false_positive": 0.12166879139947939, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5844822660001228, "total_loss": 1.1010683377098758} {"data_time": 0.012503582001954783, "eta_seconds": 76240.9533748551, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.3045866313540193, "fast_rcnn/fg_cls_accuracy": 0.6653054421201767, "iteration": 134619, "loss_box_reg": 0.2279005190357566, "loss_cls": 0.20513658318668604, "loss_mask": 0.25470351288095117, "loss_rpn_cls": 0.044500429765321314, "loss_rpn_loc": 0.07506698596989736, "loss_sem_seg": 0.34417639253661036, "lr": 0.02, "mask_rcnn/accuracy": 0.8812365784823246, "mask_rcnn/false_negative": 0.11599354049987778, "mask_rcnn/false_positive": 0.1403948891914227, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.5579751584955375, "total_loss": 1.1832383407017915} {"data_time": 0.01269070350099355, "eta_seconds": 76243.76213303069, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.4003863134657837, "fast_rcnn/fg_cls_accuracy": 0.5413997437540039, "iteration": 134639, "loss_box_reg": 0.2439317679964006, "loss_cls": 0.24343415105249733, "loss_mask": 0.2709071468561888, "loss_rpn_cls": 0.04284903925145045, "loss_rpn_loc": 0.06582252655061893, "loss_sem_seg": 0.34270048001781106, "lr": 0.02, "mask_rcnn/accuracy": 0.8877981252024619, "mask_rcnn/false_negative": 0.10075283667209556, "mask_rcnn/false_positive": 0.1103411141204109, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 237.25, "rpn/num_pos_anchors": 18.75, "time": 0.5663516040003742, "total_loss": 1.2771105931606144} {"data_time": 0.012558975999127142, "eta_seconds": 76194.11289052299, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.32275132275132273, "fast_rcnn/fg_cls_accuracy": 0.6416629299852668, "iteration": 134659, "loss_box_reg": 0.2362014923710376, "loss_cls": 0.20470430608838797, "loss_mask": 0.26327791111543775, "loss_rpn_cls": 0.05121140193659812, "loss_rpn_loc": 0.08284326168359257, "loss_sem_seg": 0.3083040831843391, "lr": 0.02, "mask_rcnn/accuracy": 0.8808846801764771, "mask_rcnn/false_negative": 0.10300271570782749, "mask_rcnn/false_positive": 0.13832898719007602, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.5688889425000525, "total_loss": 1.162168502341956} {"data_time": 0.012271358995349146, "eta_seconds": 76146.27171824845, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.30400462071621104, "fast_rcnn/fg_cls_accuracy": 0.6631205673758864, "iteration": 134679, "loss_box_reg": 0.24551588471513242, "loss_cls": 0.22460675425827503, "loss_mask": 0.24600432813167572, "loss_rpn_cls": 0.0496092799003236, "loss_rpn_loc": 0.07616252399748191, "loss_sem_seg": 0.3246673670364544, "lr": 0.02, "mask_rcnn/accuracy": 0.8964939869132331, "mask_rcnn/false_negative": 0.10486030842135655, "mask_rcnn/false_positive": 0.10868632860730135, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5581966809986625, "total_loss": 1.1779430358874379} {"data_time": 0.012056196996127255, "eta_seconds": 76149.02424673115, "fast_rcnn/cls_accuracy": 0.95947265625, "fast_rcnn/false_negative": 0.2896626188406204, "fast_rcnn/fg_cls_accuracy": 0.6939871553972572, "iteration": 134699, "loss_box_reg": 0.2112014419399202, "loss_cls": 0.19465704122558236, "loss_mask": 0.2521250657737255, "loss_rpn_cls": 0.03704588286927901, "loss_rpn_loc": 0.06580219033639878, "loss_sem_seg": 0.3391825379803777, "lr": 0.02, "mask_rcnn/accuracy": 0.900522693966368, "mask_rcnn/false_negative": 0.07937420657218372, "mask_rcnn/false_positive": 0.10066545059303302, "roi_head/num_bg_samples": 464.5, "roi_head/num_fg_samples": 47.5, "rpn/num_neg_anchors": 238.75, "rpn/num_pos_anchors": 17.25, "time": 0.5731720184994629, "total_loss": 1.0873761018156074} {"data_time": 0.012711258495983202, "eta_seconds": 76184.6375304051, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.3165032679738562, "fast_rcnn/fg_cls_accuracy": 0.6793300653594772, "iteration": 134719, "loss_box_reg": 0.22306260699406266, "loss_cls": 0.20123264123685658, "loss_mask": 0.24845483154058456, "loss_rpn_cls": 0.044479834352387115, "loss_rpn_loc": 0.09014806809136644, "loss_sem_seg": 0.2845319714397192, "lr": 0.02, "mask_rcnn/accuracy": 0.9080316217396049, "mask_rcnn/false_negative": 0.08701900542136318, "mask_rcnn/false_positive": 0.09938585908654421, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.567568622995168, "total_loss": 1.1274854424409568} {"data_time": 0.012042910493619274, "eta_seconds": 76112.50921055862, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3929854646415156, "fast_rcnn/fg_cls_accuracy": 0.5731946144430844, "iteration": 134739, "loss_box_reg": 0.23292363388463855, "loss_cls": 0.20905758766457438, "loss_mask": 0.2500004032626748, "loss_rpn_cls": 0.045005002059042454, "loss_rpn_loc": 0.08926105825230479, "loss_sem_seg": 0.31820273376069963, "lr": 0.02, "mask_rcnn/accuracy": 0.8982395155864544, "mask_rcnn/false_negative": 0.09089127125854514, "mask_rcnn/false_positive": 0.12058831873928264, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.5591862624933128, "total_loss": 1.150715037016198} {"data_time": 0.012605820505996235, "eta_seconds": 76028.03989199811, "fast_rcnn/cls_accuracy": 0.9130859375, "fast_rcnn/false_negative": 0.31633789742399626, "fast_rcnn/fg_cls_accuracy": 0.6401116853799085, "iteration": 134759, "loss_box_reg": 0.2382997868116945, "loss_cls": 0.1998820996377617, "loss_mask": 0.25591300427913666, "loss_rpn_cls": 0.044576842221431434, "loss_rpn_loc": 0.0693699328112416, "loss_sem_seg": 0.3280688636004925, "lr": 0.02, "mask_rcnn/accuracy": 0.8926958408436573, "mask_rcnn/false_negative": 0.0855004385146928, "mask_rcnn/false_positive": 0.12274679713664371, "roi_head/num_bg_samples": 420.75, "roi_head/num_fg_samples": 91.25, "rpn/num_neg_anchors": 202.75, "rpn/num_pos_anchors": 53.25, "time": 0.5565853654989041, "total_loss": 1.1504910172661766} {"data_time": 0.0132211689997348, "eta_seconds": 76067.4400593318, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.3666666666666667, "fast_rcnn/fg_cls_accuracy": 0.5539371468926554, "iteration": 134779, "loss_box_reg": 0.23506143130362034, "loss_cls": 0.21543575078248978, "loss_mask": 0.26203709468245506, "loss_rpn_cls": 0.044663095846772194, "loss_rpn_loc": 0.07446408225223422, "loss_sem_seg": 0.3101202300749719, "lr": 0.02, "mask_rcnn/accuracy": 0.8798936248032503, "mask_rcnn/false_negative": 0.10397249219664322, "mask_rcnn/false_positive": 0.11915264699472045, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.5665962345010485, "total_loss": 1.1984061240509618} {"data_time": 0.012333411505096592, "eta_seconds": 75977.68098131794, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.35603151483050843, "fast_rcnn/fg_cls_accuracy": 0.5943386130136986, "iteration": 134799, "loss_box_reg": 0.23031586804427207, "loss_cls": 0.19926680123899132, "loss_mask": 0.25485559925436974, "loss_rpn_cls": 0.04334769514389336, "loss_rpn_loc": 0.07253449708514381, "loss_sem_seg": 0.3165041177999228, "lr": 0.02, "mask_rcnn/accuracy": 0.8993025070440075, "mask_rcnn/false_negative": 0.10064564882691049, "mask_rcnn/false_positive": 0.11539522198034952, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.5570284745044773, "total_loss": 1.0994164970179554} {"data_time": 0.01322474150947528, "eta_seconds": 75977.29159180462, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.2987557135601828, "fast_rcnn/fg_cls_accuracy": 0.6510901613904407, "iteration": 134819, "loss_box_reg": 0.2170941027579829, "loss_cls": 0.2047892912523821, "loss_mask": 0.2499371669255197, "loss_rpn_cls": 0.04134854453150183, "loss_rpn_loc": 0.0855309157341253, "loss_sem_seg": 0.30479146796278656, "lr": 0.02, "mask_rcnn/accuracy": 0.8912694976043782, "mask_rcnn/false_negative": 0.08011616339017198, "mask_rcnn/false_positive": 0.14175435016859542, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5795930169988424, "total_loss": 1.1524181983622839} {"data_time": 0.01279029699799139, "eta_seconds": 75983.06652451813, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.3720562130177515, "fast_rcnn/fg_cls_accuracy": 0.5847368421052631, "iteration": 134839, "loss_box_reg": 0.22952654445543885, "loss_cls": 0.21676085540093482, "loss_mask": 0.26877253968268633, "loss_rpn_cls": 0.04440954903839156, "loss_rpn_loc": 0.07150351419113576, "loss_sem_seg": 0.3068303531035781, "lr": 0.02, "mask_rcnn/accuracy": 0.8814454058571792, "mask_rcnn/false_negative": 0.10072596656009059, "mask_rcnn/false_positive": 0.14717190487811185, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.568820375490759, "total_loss": 1.1476172905531712} {"data_time": 0.012502063502324745, "eta_seconds": 75983.67072464932, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.3720275344180225, "fast_rcnn/fg_cls_accuracy": 0.6064623690060337, "iteration": 134859, "loss_box_reg": 0.2298803881276399, "loss_cls": 0.2075544244144112, "loss_mask": 0.24799947161227465, "loss_rpn_cls": 0.04429452493786812, "loss_rpn_loc": 0.07230511473608203, "loss_sem_seg": 0.3370756935328245, "lr": 0.02, "mask_rcnn/accuracy": 0.888346382994317, "mask_rcnn/false_negative": 0.08589927136297386, "mask_rcnn/false_positive": 0.13665566862071182, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 235.5, "rpn/num_pos_anchors": 20.5, "time": 0.5831263784930343, "total_loss": 1.1388542528657126} {"data_time": 0.013232097997388337, "eta_seconds": 76070.2575559539, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.38634404276107825, "fast_rcnn/fg_cls_accuracy": 0.5361556743909686, "iteration": 134879, "loss_box_reg": 0.22416570014320314, "loss_cls": 0.20758382347412407, "loss_mask": 0.2531510153785348, "loss_rpn_cls": 0.045085098303388804, "loss_rpn_loc": 0.07164805580396205, "loss_sem_seg": 0.34364526625722647, "lr": 0.02, "mask_rcnn/accuracy": 0.881727017929325, "mask_rcnn/false_negative": 0.0976062246008833, "mask_rcnn/false_positive": 0.1322963122711365, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 238.0, "rpn/num_pos_anchors": 18.0, "time": 0.5702787394984625, "total_loss": 1.1549008000729373} {"data_time": 0.01271806149452459, "eta_seconds": 76058.99798008398, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.35146928855501547, "fast_rcnn/fg_cls_accuracy": 0.55353170189099, "iteration": 134899, "loss_box_reg": 0.23739061527885497, "loss_cls": 0.20661357138305902, "loss_mask": 0.24976389715448022, "loss_rpn_cls": 0.04255293891765177, "loss_rpn_loc": 0.08438190253218636, "loss_sem_seg": 0.33021048409864306, "lr": 0.02, "mask_rcnn/accuracy": 0.8815582323154826, "mask_rcnn/false_negative": 0.0966149095042666, "mask_rcnn/false_positive": 0.10946527416136367, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5627059004982584, "total_loss": 1.1573258213466033} {"data_time": 0.012814721005270258, "eta_seconds": 76025.20561025188, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.32686799501867997, "fast_rcnn/fg_cls_accuracy": 0.6592157842157842, "iteration": 134919, "loss_box_reg": 0.22585628274828196, "loss_cls": 0.21515186922624707, "loss_mask": 0.2584075555205345, "loss_rpn_cls": 0.04541799503203947, "loss_rpn_loc": 0.08359653840307146, "loss_sem_seg": 0.3505186561960727, "lr": 0.02, "mask_rcnn/accuracy": 0.8905353595248231, "mask_rcnn/false_negative": 0.10274673579213761, "mask_rcnn/false_positive": 0.1138329109957892, "roi_head/num_bg_samples": 464.25, "roi_head/num_fg_samples": 47.75, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5607471050025197, "total_loss": 1.1810339774383465} {"data_time": 0.012201340505271219, "eta_seconds": 76013.94937057195, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.3171114599686028, "fast_rcnn/fg_cls_accuracy": 0.5768101761252447, "iteration": 134939, "loss_box_reg": 0.22229599440470338, "loss_cls": 0.21138361748307943, "loss_mask": 0.24975896254181862, "loss_rpn_cls": 0.04465866109239869, "loss_rpn_loc": 0.07422626850893721, "loss_sem_seg": 0.3362500127404928, "lr": 0.02, "mask_rcnn/accuracy": 0.9027938770537455, "mask_rcnn/false_negative": 0.08823663761325555, "mask_rcnn/false_positive": 0.11098235678196453, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5590374169987626, "total_loss": 1.1544612567231525} {"data_time": 0.012379703504848294, "eta_seconds": 75929.32272276506, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.3060645023036537, "fast_rcnn/fg_cls_accuracy": 0.6906675238401372, "iteration": 134959, "loss_box_reg": 0.24062368227168918, "loss_cls": 0.21558604971505702, "loss_mask": 0.2629661373794079, "loss_rpn_cls": 0.0466166194237303, "loss_rpn_loc": 0.0844625664758496, "loss_sem_seg": 0.3415223639458418, "lr": 0.02, "mask_rcnn/accuracy": 0.8764433404940923, "mask_rcnn/false_negative": 0.13004681379281424, "mask_rcnn/false_positive": 0.11892129583547867, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5569139705039561, "total_loss": 1.1767491810605861} {"data_time": 0.012131677998695523, "eta_seconds": 75887.3649996453, "fast_rcnn/cls_accuracy": 0.90673828125, "fast_rcnn/false_negative": 0.32208451848841935, "fast_rcnn/fg_cls_accuracy": 0.6141224378058379, "iteration": 134979, "loss_box_reg": 0.21154464688152075, "loss_cls": 0.1957863641437143, "loss_mask": 0.24305618554353714, "loss_rpn_cls": 0.041861446981783956, "loss_rpn_loc": 0.07980017334921286, "loss_sem_seg": 0.3382599593605846, "lr": 0.02, "mask_rcnn/accuracy": 0.8824958164609229, "mask_rcnn/false_negative": 0.09413526205409378, "mask_rcnn/false_positive": 0.1323142849500876, "roi_head/num_bg_samples": 424.25, "roi_head/num_fg_samples": 87.75, "rpn/num_neg_anchors": 205.25, "rpn/num_pos_anchors": 50.75, "time": 0.5516064109979197, "total_loss": 1.1279932635370642} {"data_time": 0.01318376199924387, "eta_seconds": 75966.20501056938, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.2961816305469556, "fast_rcnn/fg_cls_accuracy": 0.6302066772655008, "iteration": 134999, "loss_box_reg": 0.23464252660050988, "loss_cls": 0.21683653304353356, "loss_mask": 0.2535518007352948, "loss_rpn_cls": 0.043897899362491444, "loss_rpn_loc": 0.0761519679799676, "loss_sem_seg": 0.31525072921067476, "lr": 0.02, "mask_rcnn/accuracy": 0.8944620719429369, "mask_rcnn/false_negative": 0.08166012324046654, "mask_rcnn/false_positive": 0.12135418509381449, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 0.5743655875048717, "total_loss": 1.1600560311053414} {"data_time": 0.013079829492198769, "eta_seconds": 76011.93536549012, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.33855074660804974, "fast_rcnn/fg_cls_accuracy": 0.6314845979366357, "iteration": 135019, "loss_box_reg": 0.2525814230320975, "loss_cls": 0.22645787033252418, "loss_mask": 0.24736945796757936, "loss_rpn_cls": 0.03679706319235265, "loss_rpn_loc": 0.0710093179368414, "loss_sem_seg": 0.3096187924966216, "lr": 0.02, "mask_rcnn/accuracy": 0.9041599406933614, "mask_rcnn/false_negative": 0.09668662159189936, "mask_rcnn/false_positive": 0.09934704532217833, "roi_head/num_bg_samples": 429.0, "roi_head/num_fg_samples": 83.0, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5766528094973182, "total_loss": 1.1575962928764056} {"data_time": 0.012477404001401737, "eta_seconds": 76020.27246412748, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.3135071006126713, "fast_rcnn/fg_cls_accuracy": 0.6393188854489165, "iteration": 135039, "loss_box_reg": 0.23088858369737864, "loss_cls": 0.22428255109116435, "loss_mask": 0.24762707110494375, "loss_rpn_cls": 0.044144487896119244, "loss_rpn_loc": 0.06708633658126928, "loss_sem_seg": 0.3133945525623858, "lr": 0.02, "mask_rcnn/accuracy": 0.8952585559610158, "mask_rcnn/false_negative": 0.0867186562274299, "mask_rcnn/false_positive": 0.10135789972182441, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5716734099987661, "total_loss": 1.1485206741199363} {"data_time": 0.01283174149284605, "eta_seconds": 75998.57863915, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.30737234652897305, "fast_rcnn/fg_cls_accuracy": 0.692627653471027, "iteration": 135059, "loss_box_reg": 0.22703391779214144, "loss_cls": 0.20446351310238242, "loss_mask": 0.25169873610138893, "loss_rpn_cls": 0.03982863007695414, "loss_rpn_loc": 0.07102312461938709, "loss_sem_seg": 0.3297413596883416, "lr": 0.02, "mask_rcnn/accuracy": 0.8944885089637684, "mask_rcnn/false_negative": 0.08389939785681927, "mask_rcnn/false_positive": 0.1283844675883722, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.5715751970055862, "total_loss": 1.1813555572443875} {"data_time": 0.01200141599838389, "eta_seconds": 76003.63801734938, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.2677521008403362, "fast_rcnn/fg_cls_accuracy": 0.6856770833333333, "iteration": 135079, "loss_box_reg": 0.22419866942800581, "loss_cls": 0.21347874822095037, "loss_mask": 0.2549629155546427, "loss_rpn_cls": 0.041728286480065435, "loss_rpn_loc": 0.0736948752310127, "loss_sem_seg": 0.3110072282142937, "lr": 0.02, "mask_rcnn/accuracy": 0.8970754610437925, "mask_rcnn/false_negative": 0.08741405871838137, "mask_rcnn/false_positive": 0.11261561822025468, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5727987540012691, "total_loss": 1.1916887779370882} {"data_time": 0.013266125999507494, "eta_seconds": 75986.47591291752, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.23492112588926695, "fast_rcnn/fg_cls_accuracy": 0.6433235834296986, "iteration": 135099, "loss_box_reg": 0.20545385731384158, "loss_cls": 0.1934398536104709, "loss_mask": 0.2398995803669095, "loss_rpn_cls": 0.045228408940602094, "loss_rpn_loc": 0.06701225225697272, "loss_sem_seg": 0.3440091828815639, "lr": 0.02, "mask_rcnn/accuracy": 0.9061966297656932, "mask_rcnn/false_negative": 0.07808013125804769, "mask_rcnn/false_positive": 0.1247148802937147, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5519494110048981, "total_loss": 1.1063321251276648} {"data_time": 0.013054840499535203, "eta_seconds": 75964.78672477002, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.33514380302089797, "fast_rcnn/fg_cls_accuracy": 0.6428199520983027, "iteration": 135119, "loss_box_reg": 0.22354760533198714, "loss_cls": 0.1979914663825184, "loss_mask": 0.25238617742434144, "loss_rpn_cls": 0.04067490220768377, "loss_rpn_loc": 0.0699845056515187, "loss_sem_seg": 0.2795653739012778, "lr": 0.02, "mask_rcnn/accuracy": 0.8938937018012241, "mask_rcnn/false_negative": 0.08785418358152561, "mask_rcnn/false_positive": 0.12001484237037005, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5631834654996055, "total_loss": 1.0426055999705568} {"data_time": 0.012026402007904835, "eta_seconds": 75944.35969007018, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.3095728391150536, "fast_rcnn/fg_cls_accuracy": 0.6325285565939771, "iteration": 135139, "loss_box_reg": 0.24921188270673156, "loss_cls": 0.20567584712989628, "loss_mask": 0.2677035485394299, "loss_rpn_cls": 0.053022130916360766, "loss_rpn_loc": 0.07310079553280957, "loss_sem_seg": 0.3386348048225045, "lr": 0.02, "mask_rcnn/accuracy": 0.898429850159761, "mask_rcnn/false_negative": 0.09845128657801477, "mask_rcnn/false_positive": 0.11607037689909361, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.561948136499268, "total_loss": 1.1788485369761474} {"data_time": 0.011901800993655343, "eta_seconds": 75952.67936170756, "fast_rcnn/cls_accuracy": 0.89111328125, "fast_rcnn/false_negative": 0.4274891774891775, "fast_rcnn/fg_cls_accuracy": 0.5295454545454545, "iteration": 135159, "loss_box_reg": 0.2633132594637573, "loss_cls": 0.24624182796105742, "loss_mask": 0.25661424873396754, "loss_rpn_cls": 0.045244924622238614, "loss_rpn_loc": 0.08902053546626121, "loss_sem_seg": 0.32439255341887474, "lr": 0.02, "mask_rcnn/accuracy": 0.8825164360770865, "mask_rcnn/false_negative": 0.119606557725502, "mask_rcnn/false_positive": 0.11610104396250491, "roi_head/num_bg_samples": 430.25, "roi_head/num_fg_samples": 81.75, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.5675091895027435, "total_loss": 1.2246234770282172} {"data_time": 0.01316865749686258, "eta_seconds": 75963.53089192908, "fast_rcnn/cls_accuracy": 0.908203125, "fast_rcnn/false_negative": 0.4148550724637681, "fast_rcnn/fg_cls_accuracy": 0.5734848484848485, "iteration": 135179, "loss_box_reg": 0.2226859861984849, "loss_cls": 0.2017341407481581, "loss_mask": 0.24586636200547218, "loss_rpn_cls": 0.04398967989254743, "loss_rpn_loc": 0.07562638662056997, "loss_sem_seg": 0.30075891921296716, "lr": 0.02, "mask_rcnn/accuracy": 0.8722254956422315, "mask_rcnn/false_negative": 0.09485111462399587, "mask_rcnn/false_positive": 0.1313568437083502, "roi_head/num_bg_samples": 430.5, "roi_head/num_fg_samples": 81.5, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.5584644060072605, "total_loss": 1.1171842559124343} {"data_time": 0.012640157001442276, "eta_seconds": 75985.82444315453, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.3728779840848806, "fast_rcnn/fg_cls_accuracy": 0.6073783359497645, "iteration": 135199, "loss_box_reg": 0.23642884055152535, "loss_cls": 0.21587897627614439, "loss_mask": 0.2616705819964409, "loss_rpn_cls": 0.046640377229778096, "loss_rpn_loc": 0.08048612746642902, "loss_sem_seg": 0.29980247700586915, "lr": 0.02, "mask_rcnn/accuracy": 0.8964664679759358, "mask_rcnn/false_negative": 0.1018168407598503, "mask_rcnn/false_positive": 0.1262015115457878, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5766800894998596, "total_loss": 1.14248521803529} {"data_time": 0.013180430003558286, "eta_seconds": 75958.32101205061, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.3208689458689459, "fast_rcnn/fg_cls_accuracy": 0.6698717948717949, "iteration": 135219, "loss_box_reg": 0.2419239697046578, "loss_cls": 0.21931604901328683, "loss_mask": 0.25739272125065327, "loss_rpn_cls": 0.04654981542262249, "loss_rpn_loc": 0.07582670290139504, "loss_sem_seg": 0.3013008269481361, "lr": 0.02, "mask_rcnn/accuracy": 0.8929061612509082, "mask_rcnn/false_negative": 0.08365875108117651, "mask_rcnn/false_positive": 0.11166655037547818, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5659317654935876, "total_loss": 1.1708564332220703} {"data_time": 0.011711993996868841, "eta_seconds": 75975.71108328617, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.3754340277777778, "fast_rcnn/fg_cls_accuracy": 0.6245659722222222, "iteration": 135239, "loss_box_reg": 0.2331095226109028, "loss_cls": 0.2150939991697669, "loss_mask": 0.2629769314080477, "loss_rpn_cls": 0.04449705628212541, "loss_rpn_loc": 0.08208901237230748, "loss_sem_seg": 0.34409205988049507, "lr": 0.02, "mask_rcnn/accuracy": 0.8711068141619208, "mask_rcnn/false_negative": 0.10347366110838657, "mask_rcnn/false_positive": 0.1299309006123737, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5780628305001301, "total_loss": 1.2011895321629709} {"data_time": 0.013653009998961352, "eta_seconds": 75990.34487551608, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.31989537266745766, "fast_rcnn/fg_cls_accuracy": 0.575187969924812, "iteration": 135259, "loss_box_reg": 0.22237630747258663, "loss_cls": 0.21985990507528186, "loss_mask": 0.2451658183708787, "loss_rpn_cls": 0.03838306973921135, "loss_rpn_loc": 0.0686264616670087, "loss_sem_seg": 0.32683757320046425, "lr": 0.02, "mask_rcnn/accuracy": 0.8811494824307675, "mask_rcnn/false_negative": 0.09907609383596173, "mask_rcnn/false_positive": 0.11217824256423815, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5696603985052207, "total_loss": 1.1466585356392898} {"data_time": 0.01181962649570778, "eta_seconds": 76065.74981433024, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.4518284950474689, "fast_rcnn/fg_cls_accuracy": 0.5140254937445905, "iteration": 135279, "loss_box_reg": 0.23123764852061868, "loss_cls": 0.22354376083239913, "loss_mask": 0.26788045559078455, "loss_rpn_cls": 0.03659106558188796, "loss_rpn_loc": 0.08116307412274182, "loss_sem_seg": 0.3521563175600022, "lr": 0.02, "mask_rcnn/accuracy": 0.8841962045065261, "mask_rcnn/false_negative": 0.09023247422620183, "mask_rcnn/false_positive": 0.13591184777672344, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5713599069931661, "total_loss": 1.190894451807253} {"data_time": 0.01195709100284148, "eta_seconds": 76091.6437773344, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3876050420168067, "fast_rcnn/fg_cls_accuracy": 0.5579438830747023, "iteration": 135299, "loss_box_reg": 0.23852275032550097, "loss_cls": 0.23174380790442228, "loss_mask": 0.26282475190237164, "loss_rpn_cls": 0.04868235102912877, "loss_rpn_loc": 0.07714326202403754, "loss_sem_seg": 0.36662252340465784, "lr": 0.02, "mask_rcnn/accuracy": 0.8965005484359974, "mask_rcnn/false_negative": 0.08630932466269073, "mask_rcnn/false_positive": 0.11730691088610648, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5689662205040804, "total_loss": 1.2164296857954469} {"data_time": 0.0144072595066973, "eta_seconds": 76023.58218571142, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.2723741979061128, "fast_rcnn/fg_cls_accuracy": 0.6328114545697845, "iteration": 135319, "loss_box_reg": 0.21540305856615305, "loss_cls": 0.1937161460518837, "loss_mask": 0.25732128974050283, "loss_rpn_cls": 0.039244688872713596, "loss_rpn_loc": 0.06843100365949795, "loss_sem_seg": 0.37413920275866985, "lr": 0.02, "mask_rcnn/accuracy": 0.8912071931045145, "mask_rcnn/false_negative": 0.11742133881658195, "mask_rcnn/false_positive": 0.11280011465203041, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 237.5, "rpn/num_pos_anchors": 18.5, "time": 0.5481361544952961, "total_loss": 1.1366775180504192} {"data_time": 0.012634549995709676, "eta_seconds": 75992.6699556653, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.28801843317972353, "fast_rcnn/fg_cls_accuracy": 0.6569852941176471, "iteration": 135339, "loss_box_reg": 0.24086392624303699, "loss_cls": 0.22582964331377298, "loss_mask": 0.2473782580345869, "loss_rpn_cls": 0.04594057705253363, "loss_rpn_loc": 0.0751713718927931, "loss_sem_seg": 0.3311323062516749, "lr": 0.02, "mask_rcnn/accuracy": 0.894191595867897, "mask_rcnn/false_negative": 0.09700895901790257, "mask_rcnn/false_positive": 0.11649971098464976, "roi_head/num_bg_samples": 469.0, "roi_head/num_fg_samples": 43.0, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.56870471000002, "total_loss": 1.1802448556554737} {"data_time": 0.011926348503038753, "eta_seconds": 75933.94753181556, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.30249287749287745, "fast_rcnn/fg_cls_accuracy": 0.6429347826086956, "iteration": 135359, "loss_box_reg": 0.23157305549830198, "loss_cls": 0.20589156541973352, "loss_mask": 0.2656848896294832, "loss_rpn_cls": 0.051031208015047014, "loss_rpn_loc": 0.07322100934106857, "loss_sem_seg": 0.3050159914419055, "lr": 0.02, "mask_rcnn/accuracy": 0.8918749867410583, "mask_rcnn/false_negative": 0.09151860134122485, "mask_rcnn/false_positive": 0.12357752650128492, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5458211405057227, "total_loss": 1.2082075906801037} {"data_time": 0.012990465002076235, "eta_seconds": 76038.9699043112, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.32572115384615385, "fast_rcnn/fg_cls_accuracy": 0.5766059027777778, "iteration": 135379, "loss_box_reg": 0.276423049159348, "loss_cls": 0.2457381607964635, "loss_mask": 0.27596598491072655, "loss_rpn_cls": 0.04599755653180182, "loss_rpn_loc": 0.07870053104124963, "loss_sem_seg": 0.3609421099536121, "lr": 0.02, "mask_rcnn/accuracy": 0.8824265185872329, "mask_rcnn/false_negative": 0.10588064175363807, "mask_rcnn/false_positive": 0.1421745799188665, "roi_head/num_bg_samples": 430.25, "roi_head/num_fg_samples": 81.75, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 0.5791544270032318, "total_loss": 1.3131694850162603} {"data_time": 0.013376850503846072, "eta_seconds": 75978.42446803144, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.32441250061325616, "fast_rcnn/fg_cls_accuracy": 0.6414663019961628, "iteration": 135399, "loss_box_reg": 0.23793982155621052, "loss_cls": 0.22657613456249237, "loss_mask": 0.24322361079975963, "loss_rpn_cls": 0.045150033009122126, "loss_rpn_loc": 0.06361766522604739, "loss_sem_seg": 0.31480646412819624, "lr": 0.02, "mask_rcnn/accuracy": 0.9027708516363497, "mask_rcnn/false_negative": 0.08913719363449428, "mask_rcnn/false_positive": 0.11502139569902253, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5615149085060693, "total_loss": 1.14726426641937} {"data_time": 0.011996114997600671, "eta_seconds": 76039.3592117104, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3471311475409836, "fast_rcnn/fg_cls_accuracy": 0.5676136363636364, "iteration": 135419, "loss_box_reg": 0.2193749719299376, "loss_cls": 0.2093322011642158, "loss_mask": 0.2483020150102675, "loss_rpn_cls": 0.04194302242831327, "loss_rpn_loc": 0.06986302274162881, "loss_sem_seg": 0.34990402683615685, "lr": 0.02, "mask_rcnn/accuracy": 0.8941829709916145, "mask_rcnn/false_negative": 0.09630944557445756, "mask_rcnn/false_positive": 0.11854731350283634, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5739689364927472, "total_loss": 1.148558097804198} {"data_time": 0.012070962999132462, "eta_seconds": 76172.53066707065, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.3074898034853541, "fast_rcnn/fg_cls_accuracy": 0.6759198588709677, "iteration": 135439, "loss_box_reg": 0.22808054089546204, "loss_cls": 0.21704880706965923, "loss_mask": 0.2588167446665466, "loss_rpn_cls": 0.04452065221266821, "loss_rpn_loc": 0.07467394549166784, "loss_sem_seg": 0.29904086980968714, "lr": 0.02, "mask_rcnn/accuracy": 0.8792528179451427, "mask_rcnn/false_negative": 0.09328562186883191, "mask_rcnn/false_positive": 0.14674879934866508, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.5711284409990185, "total_loss": 1.1782026212313212} {"data_time": 0.013188015007472131, "eta_seconds": 76197.49117416708, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.30639140455091374, "fast_rcnn/fg_cls_accuracy": 0.6303030303030304, "iteration": 135459, "loss_box_reg": 0.234957795124501, "loss_cls": 0.21667916513979435, "loss_mask": 0.2492269165813923, "loss_rpn_cls": 0.04468362987972796, "loss_rpn_loc": 0.07425394386518747, "loss_sem_seg": 0.3306516921147704, "lr": 0.02, "mask_rcnn/accuracy": 0.8970734126984127, "mask_rcnn/false_negative": 0.07874836536185173, "mask_rcnn/false_positive": 0.13796142463333666, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5736432874982711, "total_loss": 1.18171846603218} {"data_time": 0.012592472492542583, "eta_seconds": 76179.5158481545, "fast_rcnn/cls_accuracy": 0.912109375, "fast_rcnn/false_negative": 0.38178137651821864, "fast_rcnn/fg_cls_accuracy": 0.5831799779168201, "iteration": 135479, "loss_box_reg": 0.24272208148613572, "loss_cls": 0.21557845221832395, "loss_mask": 0.2658601840957999, "loss_rpn_cls": 0.03942915264633484, "loss_rpn_loc": 0.07617679896065965, "loss_sem_seg": 0.3052883758209646, "lr": 0.02, "mask_rcnn/accuracy": 0.8649941176507785, "mask_rcnn/false_negative": 0.11800026340444983, "mask_rcnn/false_positive": 0.14641877727362768, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.5668050824970123, "total_loss": 1.1688274582556915} {"data_time": 0.013213213002018165, "eta_seconds": 76201.95023048433, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3749192819320677, "fast_rcnn/fg_cls_accuracy": 0.5725685034628124, "iteration": 135499, "loss_box_reg": 0.2338775205425918, "loss_cls": 0.22119305259548128, "loss_mask": 0.2576730395667255, "loss_rpn_cls": 0.04510957663296722, "loss_rpn_loc": 0.08727547182934359, "loss_sem_seg": 0.346768107265234, "lr": 0.02, "mask_rcnn/accuracy": 0.8936471631468262, "mask_rcnn/false_negative": 0.09402730916510979, "mask_rcnn/false_positive": 0.13092207792703375, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5652390684990678, "total_loss": 1.1688401126884855} {"data_time": 0.012219955002365168, "eta_seconds": 76216.96467082188, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.36499330655957163, "fast_rcnn/fg_cls_accuracy": 0.5634057971014492, "iteration": 135519, "loss_box_reg": 0.21241094544529915, "loss_cls": 0.1986707835458219, "loss_mask": 0.2459077425301075, "loss_rpn_cls": 0.04157377785304561, "loss_rpn_loc": 0.07324158379924484, "loss_sem_seg": 0.29650023207068443, "lr": 0.02, "mask_rcnn/accuracy": 0.9072820497246518, "mask_rcnn/false_negative": 0.09455953811939073, "mask_rcnn/false_positive": 0.0962738232248529, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5634400115013705, "total_loss": 1.1394693306647241} {"data_time": 0.012593561004905496, "eta_seconds": 76221.32673715611, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.312546992481203, "fast_rcnn/fg_cls_accuracy": 0.6316986855409504, "iteration": 135539, "loss_box_reg": 0.23554794734809548, "loss_cls": 0.2072845830116421, "loss_mask": 0.2509996281005442, "loss_rpn_cls": 0.03622396176797338, "loss_rpn_loc": 0.06558652158128098, "loss_sem_seg": 0.3349807122722268, "lr": 0.02, "mask_rcnn/accuracy": 0.898046186895811, "mask_rcnn/false_negative": 0.09109186606871283, "mask_rcnn/false_positive": 0.12088111375680893, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.562023661499552, "total_loss": 1.1436838584922953} {"data_time": 0.012082309498509858, "eta_seconds": 76234.95874560447, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.34015984015984013, "fast_rcnn/fg_cls_accuracy": 0.6163836163836164, "iteration": 135559, "loss_box_reg": 0.21516009839251637, "loss_cls": 0.2003283923259005, "loss_mask": 0.24325387366116047, "loss_rpn_cls": 0.04425973987963516, "loss_rpn_loc": 0.07234034466091543, "loss_sem_seg": 0.30959950922988355, "lr": 0.02, "mask_rcnn/accuracy": 0.8812237674503482, "mask_rcnn/false_negative": 0.09784020847508598, "mask_rcnn/false_positive": 0.14915029874148827, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.5611446815019008, "total_loss": 1.0915342009975575} {"data_time": 0.012611030506377574, "eta_seconds": 76213.62667529506, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.3274582560296846, "fast_rcnn/fg_cls_accuracy": 0.6278654770075498, "iteration": 135579, "loss_box_reg": 0.23835101583972573, "loss_cls": 0.2275000549852848, "loss_mask": 0.2686068173497915, "loss_rpn_cls": 0.04720674778218381, "loss_rpn_loc": 0.08350939815863967, "loss_sem_seg": 0.36763952299952507, "lr": 0.02, "mask_rcnn/accuracy": 0.8760782078382996, "mask_rcnn/false_negative": 0.0984495844914726, "mask_rcnn/false_positive": 0.15287009457788164, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5600283465028042, "total_loss": 1.2954587118583731} {"data_time": 0.013743846997385845, "eta_seconds": 76111.55960413476, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.34734949950655575, "fast_rcnn/fg_cls_accuracy": 0.5946446786807209, "iteration": 135599, "loss_box_reg": 0.2330484394915402, "loss_cls": 0.20578575693070889, "loss_mask": 0.24897542502731085, "loss_rpn_cls": 0.04068701312644407, "loss_rpn_loc": 0.0692053129314445, "loss_sem_seg": 0.3177329055033624, "lr": 0.02, "mask_rcnn/accuracy": 0.9045434266729948, "mask_rcnn/false_negative": 0.0892632554450583, "mask_rcnn/false_positive": 0.10512671552356535, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5588075724954251, "total_loss": 1.112795536260819} {"data_time": 0.013249970004835632, "eta_seconds": 76100.2335634648, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.2932372505543237, "fast_rcnn/fg_cls_accuracy": 0.7067627494456763, "iteration": 135619, "loss_box_reg": 0.22863823210354894, "loss_cls": 0.20019368350040168, "loss_mask": 0.24778784532099962, "loss_rpn_cls": 0.03852912760339677, "loss_rpn_loc": 0.07871953852009028, "loss_sem_seg": 0.3327979166060686, "lr": 0.02, "mask_rcnn/accuracy": 0.8739377385614868, "mask_rcnn/false_negative": 0.09977968661881155, "mask_rcnn/false_positive": 0.1313285113343311, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5590034080014448, "total_loss": 1.1180764842647477} {"data_time": 0.012622875496163033, "eta_seconds": 76095.54791217743, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.4311408789885611, "fast_rcnn/fg_cls_accuracy": 0.535619362113402, "iteration": 135639, "loss_box_reg": 0.22258814051747322, "loss_cls": 0.21656002034433186, "loss_mask": 0.26487111020833254, "loss_rpn_cls": 0.039028542494634166, "loss_rpn_loc": 0.06914297072216868, "loss_sem_seg": 0.3272701818495989, "lr": 0.02, "mask_rcnn/accuracy": 0.8780539216337153, "mask_rcnn/false_negative": 0.10948236796880538, "mask_rcnn/false_positive": 0.11940418643058738, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.566970334504731, "total_loss": 1.1791228190704715} {"data_time": 0.012283792500966229, "eta_seconds": 76067.45002138134, "fast_rcnn/cls_accuracy": 0.90283203125, "fast_rcnn/false_negative": 0.3749877161949685, "fast_rcnn/fg_cls_accuracy": 0.5545077972709551, "iteration": 135659, "loss_box_reg": 0.24295315379276872, "loss_cls": 0.21897791442461312, "loss_mask": 0.26148909982293844, "loss_rpn_cls": 0.041258907032897696, "loss_rpn_loc": 0.06521284818882123, "loss_sem_seg": 0.3552319703157991, "lr": 0.02, "mask_rcnn/accuracy": 0.8778348013733795, "mask_rcnn/false_negative": 0.11091882070325036, "mask_rcnn/false_positive": 0.12470991847840893, "roi_head/num_bg_samples": 430.5, "roi_head/num_fg_samples": 81.5, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.5588488425055402, "total_loss": 1.1768549706903286} {"data_time": 0.013054814997303765, "eta_seconds": 76072.8938539575, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.3973346914523385, "fast_rcnn/fg_cls_accuracy": 0.5706509059802473, "iteration": 135679, "loss_box_reg": 0.2352617511060089, "loss_cls": 0.2278706026263535, "loss_mask": 0.2688790876418352, "loss_rpn_cls": 0.044596748310141265, "loss_rpn_loc": 0.07129407918546349, "loss_sem_seg": 0.3121300097554922, "lr": 0.02, "mask_rcnn/accuracy": 0.8976709372172514, "mask_rcnn/false_negative": 0.10434456144512799, "mask_rcnn/false_positive": 0.1411426327830728, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5713994939942495, "total_loss": 1.152476471295813} {"data_time": 0.012428461493982468, "eta_seconds": 76051.74438590911, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3700088279234008, "fast_rcnn/fg_cls_accuracy": 0.5797729618163054, "iteration": 135699, "loss_box_reg": 0.22491277498193085, "loss_cls": 0.221310242312029, "loss_mask": 0.27791666658595204, "loss_rpn_cls": 0.04932543641189113, "loss_rpn_loc": 0.07784491838538088, "loss_sem_seg": 0.354467507917434, "lr": 0.02, "mask_rcnn/accuracy": 0.8734538146654011, "mask_rcnn/false_negative": 0.10646301751413628, "mask_rcnn/false_positive": 0.133201404147251, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5617721039961907, "total_loss": 1.2465323094511405} {"data_time": 0.011858687001222279, "eta_seconds": 76033.47642433143, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3366757107467264, "fast_rcnn/fg_cls_accuracy": 0.5857927786499215, "iteration": 135719, "loss_box_reg": 0.2268264191225171, "loss_cls": 0.1966401506215334, "loss_mask": 0.25782885821536183, "loss_rpn_cls": 0.041167763934936374, "loss_rpn_loc": 0.07354712818050757, "loss_sem_seg": 0.317686028778553, "lr": 0.02, "mask_rcnn/accuracy": 0.8838379450552543, "mask_rcnn/false_negative": 0.09502609559287277, "mask_rcnn/false_positive": 0.12927398214969138, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.5603707175105228, "total_loss": 1.1156244227895513} {"data_time": 0.012128227994253393, "eta_seconds": 76026.29706585174, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.2988336324019482, "fast_rcnn/fg_cls_accuracy": 0.6424569412741232, "iteration": 135739, "loss_box_reg": 0.22568302135914564, "loss_cls": 0.20850740745663643, "loss_mask": 0.2586262421682477, "loss_rpn_cls": 0.04483568080468103, "loss_rpn_loc": 0.08173997211270034, "loss_sem_seg": 0.31292692199349403, "lr": 0.02, "mask_rcnn/accuracy": 0.9071318491493603, "mask_rcnn/false_negative": 0.089283492833474, "mask_rcnn/false_positive": 0.10928735534004468, "roi_head/num_bg_samples": 460.0, "roi_head/num_fg_samples": 52.0, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5674890374939423, "total_loss": 1.1365990442573093} {"data_time": 0.013173150997317862, "eta_seconds": 76014.97191602181, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.34501122219955116, "fast_rcnn/fg_cls_accuracy": 0.5892457057505601, "iteration": 135759, "loss_box_reg": 0.2300451504997909, "loss_cls": 0.20944717479869723, "loss_mask": 0.2588649485260248, "loss_rpn_cls": 0.04978812137414934, "loss_rpn_loc": 0.07982959877699614, "loss_sem_seg": 0.3423021575435996, "lr": 0.02, "mask_rcnn/accuracy": 0.885264810693273, "mask_rcnn/false_negative": 0.09395807174415799, "mask_rcnn/false_positive": 0.13685791658756913, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.5633175799957826, "total_loss": 1.1450330394945922} {"data_time": 0.012998947000596672, "eta_seconds": 76002.7147356586, "fast_rcnn/cls_accuracy": 0.9580078125, "fast_rcnn/false_negative": 0.2809059059059059, "fast_rcnn/fg_cls_accuracy": 0.6853256021409455, "iteration": 135779, "loss_box_reg": 0.22847154596820474, "loss_cls": 0.22214848827570677, "loss_mask": 0.24814920406788588, "loss_rpn_cls": 0.049693569424562156, "loss_rpn_loc": 0.07573827751912177, "loss_sem_seg": 0.3404612159356475, "lr": 0.02, "mask_rcnn/accuracy": 0.887248272324803, "mask_rcnn/false_negative": 0.09554133181459168, "mask_rcnn/false_positive": 0.10681173187907406, "roi_head/num_bg_samples": 456.75, "roi_head/num_fg_samples": 55.25, "rpn/num_neg_anchors": 238.75, "rpn/num_pos_anchors": 17.25, "time": 0.5685824655083707, "total_loss": 1.1592844534607138} {"data_time": 0.012164717001724057, "eta_seconds": 75991.38972470866, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.3822127794765895, "fast_rcnn/fg_cls_accuracy": 0.5603622543866742, "iteration": 135799, "loss_box_reg": 0.22806461015716195, "loss_cls": 0.20811143796890974, "loss_mask": 0.2476518121547997, "loss_rpn_cls": 0.044007487274939194, "loss_rpn_loc": 0.06716851505916566, "loss_sem_seg": 0.36101827304810286, "lr": 0.02, "mask_rcnn/accuracy": 0.8918017858764612, "mask_rcnn/false_negative": 0.1015450170297152, "mask_rcnn/false_positive": 0.11938794352866343, "roi_head/num_bg_samples": 457.25, "roi_head/num_fg_samples": 54.75, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5607119619962759, "total_loss": 1.1851600733643863} {"data_time": 0.01322297199658351, "eta_seconds": 75950.82660645679, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.30123925721301414, "fast_rcnn/fg_cls_accuracy": 0.6103108158492356, "iteration": 135819, "loss_box_reg": 0.2536928113549948, "loss_cls": 0.22992212837561965, "loss_mask": 0.26039326284080744, "loss_rpn_cls": 0.04441646093619056, "loss_rpn_loc": 0.0778729486046359, "loss_sem_seg": 0.3498697178438306, "lr": 0.02, "mask_rcnn/accuracy": 0.8785134171299549, "mask_rcnn/false_negative": 0.10913961191724252, "mask_rcnn/false_positive": 0.12661320489982955, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5621386504935799, "total_loss": 1.214525676194171} {"data_time": 0.012526300502941012, "eta_seconds": 75909.87824092378, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3718327513653863, "fast_rcnn/fg_cls_accuracy": 0.5608695652173913, "iteration": 135839, "loss_box_reg": 0.21737890411168337, "loss_cls": 0.22193868597969413, "loss_mask": 0.25572405755519867, "loss_rpn_cls": 0.04152269280166365, "loss_rpn_loc": 0.07895362307317555, "loss_sem_seg": 0.3247806497383863, "lr": 0.02, "mask_rcnn/accuracy": 0.9155641423235961, "mask_rcnn/false_negative": 0.09070978418473907, "mask_rcnn/false_positive": 0.09930583036600951, "roi_head/num_bg_samples": 456.75, "roi_head/num_fg_samples": 55.25, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5658868405007524, "total_loss": 1.1850384184654104} {"data_time": 0.012409300004947, "eta_seconds": 75928.18530057698, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.35545047793369944, "fast_rcnn/fg_cls_accuracy": 0.6083647629310345, "iteration": 135859, "loss_box_reg": 0.2286401824094355, "loss_cls": 0.21679538115859032, "loss_mask": 0.26161476224660873, "loss_rpn_cls": 0.04263651475775987, "loss_rpn_loc": 0.07677092074300162, "loss_sem_seg": 0.3147149011492729, "lr": 0.02, "mask_rcnn/accuracy": 0.8919423306235246, "mask_rcnn/false_negative": 0.08994244693141489, "mask_rcnn/false_positive": 0.10478715193308627, "roi_head/num_bg_samples": 463.75, "roi_head/num_fg_samples": 48.25, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5788298935003695, "total_loss": 1.128210945869796} {"data_time": 0.012581250499351881, "eta_seconds": 75833.96452598483, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.28425638577226064, "fast_rcnn/fg_cls_accuracy": 0.6514830508474576, "iteration": 135879, "loss_box_reg": 0.22307979175820947, "loss_cls": 0.2088284119963646, "loss_mask": 0.2561222752556205, "loss_rpn_cls": 0.04267908105975948, "loss_rpn_loc": 0.07481720083160326, "loss_sem_seg": 0.3197803853545338, "lr": 0.02, "mask_rcnn/accuracy": 0.9013827587913472, "mask_rcnn/false_negative": 0.09732264610859817, "mask_rcnn/false_positive": 0.09870155451191417, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 237.25, "rpn/num_pos_anchors": 18.75, "time": 0.564891654998064, "total_loss": 1.1170355239883065} {"data_time": 0.01196385599905625, "eta_seconds": 75853.61881398105, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.40177626606198036, "fast_rcnn/fg_cls_accuracy": 0.5643434625034849, "iteration": 135899, "loss_box_reg": 0.23869031248614192, "loss_cls": 0.2300394899211824, "loss_mask": 0.26187011878937483, "loss_rpn_cls": 0.04336253440123983, "loss_rpn_loc": 0.0791594541806262, "loss_sem_seg": 0.3510875403881073, "lr": 0.02, "mask_rcnn/accuracy": 0.8722961572214136, "mask_rcnn/false_negative": 0.10176454645191282, "mask_rcnn/false_positive": 0.14866272084948634, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5683780665058293, "total_loss": 1.2229884550324641} {"data_time": 0.012750587004120462, "eta_seconds": 75902.9768207423, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.34757302877223806, "fast_rcnn/fg_cls_accuracy": 0.6347732727043072, "iteration": 135919, "loss_box_reg": 0.25402567721903324, "loss_cls": 0.22988928342238069, "loss_mask": 0.25604040175676346, "loss_rpn_cls": 0.04615796872531064, "loss_rpn_loc": 0.08960732992272824, "loss_sem_seg": 0.3453380521386862, "lr": 0.02, "mask_rcnn/accuracy": 0.8880119888279203, "mask_rcnn/false_negative": 0.09317698975191332, "mask_rcnn/false_positive": 0.1405612725221549, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.5777651559983497, "total_loss": 1.2072386444197036} {"data_time": 0.012917674495838583, "eta_seconds": 75904.7861365718, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.34630952380952384, "fast_rcnn/fg_cls_accuracy": 0.6043327054050137, "iteration": 135939, "loss_box_reg": 0.23605678649619222, "loss_cls": 0.21559638099279255, "loss_mask": 0.25237173307687044, "loss_rpn_cls": 0.04642100416822359, "loss_rpn_loc": 0.0953750007902272, "loss_sem_seg": 0.33631275477819145, "lr": 0.02, "mask_rcnn/accuracy": 0.8919701595060794, "mask_rcnn/false_negative": 0.08380496031582155, "mask_rcnn/false_positive": 0.12038516214735466, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 207.5, "rpn/num_pos_anchors": 48.5, "time": 0.573687770498509, "total_loss": 1.1712512781377882} {"data_time": 0.012135741002566647, "eta_seconds": 75926.42799405922, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.29515279241306636, "fast_rcnn/fg_cls_accuracy": 0.6666975194372455, "iteration": 135959, "loss_box_reg": 0.2477767886593938, "loss_cls": 0.22353054210543633, "loss_mask": 0.2584846271201968, "loss_rpn_cls": 0.044415383104933426, "loss_rpn_loc": 0.08649076169240288, "loss_sem_seg": 0.30869388161227107, "lr": 0.02, "mask_rcnn/accuracy": 0.8791322756611641, "mask_rcnn/false_negative": 0.09484241426772755, "mask_rcnn/false_positive": 0.148020559407828, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5659268110030098, "total_loss": 1.1801188816298236} {"data_time": 0.013522311506676488, "eta_seconds": 75946.83419230365, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.30540994623655915, "fast_rcnn/fg_cls_accuracy": 0.6605654761904762, "iteration": 135979, "loss_box_reg": 0.22591104148887098, "loss_cls": 0.21388590574497357, "loss_mask": 0.25131066236644983, "loss_rpn_cls": 0.043702617404051125, "loss_rpn_loc": 0.06832580408081412, "loss_sem_seg": 0.34348724503070116, "lr": 0.02, "mask_rcnn/accuracy": 0.8957387546855478, "mask_rcnn/false_negative": 0.07944873734241839, "mask_rcnn/false_positive": 0.10247307674989589, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5724054719976266, "total_loss": 1.1205705417087302} {"data_time": 0.013371313500101678, "eta_seconds": 75903.77032125939, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.334913112164297, "fast_rcnn/fg_cls_accuracy": 0.6596224069613861, "iteration": 135999, "loss_box_reg": 0.22535848419647664, "loss_cls": 0.19883044250309467, "loss_mask": 0.24870071420446038, "loss_rpn_cls": 0.04238865021034144, "loss_rpn_loc": 0.066171467944514, "loss_sem_seg": 0.3087615370750427, "lr": 0.02, "mask_rcnn/accuracy": 0.9033575779467057, "mask_rcnn/false_negative": 0.07914868461608493, "mask_rcnn/false_positive": 0.12790815131113364, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 235.25, "rpn/num_pos_anchors": 20.75, "time": 0.5844275189956534, "total_loss": 1.1405735784501303} {"data_time": 0.012513232497440185, "eta_seconds": 75866.81460425921, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.302734375, "fast_rcnn/fg_cls_accuracy": 0.6753535583941606, "iteration": 136019, "loss_box_reg": 0.25062506925314665, "loss_cls": 0.22655328223481774, "loss_mask": 0.25141027849167585, "loss_rpn_cls": 0.0428246091469191, "loss_rpn_loc": 0.08497779699973762, "loss_sem_seg": 0.3198599647730589, "lr": 0.02, "mask_rcnn/accuracy": 0.9038458245577987, "mask_rcnn/false_negative": 0.0927518673861534, "mask_rcnn/false_positive": 0.10355172066853868, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5654183330116211, "total_loss": 1.2057604656583862} {"data_time": 0.012878137495135888, "eta_seconds": 75841.6272426577, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.3614517265680056, "fast_rcnn/fg_cls_accuracy": 0.6134199134199134, "iteration": 136039, "loss_box_reg": 0.2371050724759698, "loss_cls": 0.2362282439135015, "loss_mask": 0.25485788844525814, "loss_rpn_cls": 0.04193603020394221, "loss_rpn_loc": 0.08208150858990848, "loss_sem_seg": 0.31199072033632547, "lr": 0.02, "mask_rcnn/accuracy": 0.8937714743861722, "mask_rcnn/false_negative": 0.08650669945615173, "mask_rcnn/false_positive": 0.12247591684436462, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.5807958720033639, "total_loss": 1.1931279733835254} {"data_time": 0.012480899502406828, "eta_seconds": 75797.92761290252, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.33402708402708403, "fast_rcnn/fg_cls_accuracy": 0.5955397543632838, "iteration": 136059, "loss_box_reg": 0.21701421774923801, "loss_cls": 0.2070916360244155, "loss_mask": 0.2539801695384085, "loss_rpn_cls": 0.039887790255306754, "loss_rpn_loc": 0.08112791815074161, "loss_sem_seg": 0.3470470942556858, "lr": 0.02, "mask_rcnn/accuracy": 0.8840493583797155, "mask_rcnn/false_negative": 0.09178191394244753, "mask_rcnn/false_positive": 0.12264578061137371, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5558664755008067, "total_loss": 1.13060461479472} {"data_time": 0.013485133997164667, "eta_seconds": 75734.7550948698, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.26342975206611574, "fast_rcnn/fg_cls_accuracy": 0.6956378056840714, "iteration": 136079, "loss_box_reg": 0.22035144036635756, "loss_cls": 0.20438127452507615, "loss_mask": 0.2512923954054713, "loss_rpn_cls": 0.04335055535193533, "loss_rpn_loc": 0.08794794831192121, "loss_sem_seg": 0.3124157674610615, "lr": 0.02, "mask_rcnn/accuracy": 0.9029501034407665, "mask_rcnn/false_negative": 0.07934479241635684, "mask_rcnn/false_positive": 0.09411170525940404, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5603923029993894, "total_loss": 1.1596882027952233} {"data_time": 0.012473476497689262, "eta_seconds": 75723.44473202979, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3371212121212121, "fast_rcnn/fg_cls_accuracy": 0.64625, "iteration": 136099, "loss_box_reg": 0.22185094887390733, "loss_cls": 0.2208953498629853, "loss_mask": 0.2570079071447253, "loss_rpn_cls": 0.04099337398656644, "loss_rpn_loc": 0.07648887453251518, "loss_sem_seg": 0.3389741089195013, "lr": 0.02, "mask_rcnn/accuracy": 0.8897355248917749, "mask_rcnn/false_negative": 0.10176700468081373, "mask_rcnn/false_positive": 0.11658838365643634, "roi_head/num_bg_samples": 431.75, "roi_head/num_fg_samples": 80.25, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.5649111279999488, "total_loss": 1.1693718974129297} {"data_time": 0.012280057497264352, "eta_seconds": 75712.13436918978, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3113207547169811, "fast_rcnn/fg_cls_accuracy": 0.663293188948487, "iteration": 136119, "loss_box_reg": 0.23232519626617432, "loss_cls": 0.2105901842005551, "loss_mask": 0.274554967880249, "loss_rpn_cls": 0.04559233511099592, "loss_rpn_loc": 0.06899075824185275, "loss_sem_seg": 0.3184255822561681, "lr": 0.02, "mask_rcnn/accuracy": 0.88368528146777, "mask_rcnn/false_negative": 0.09904549737463747, "mask_rcnn/false_positive": 0.132931835603864, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5605548055027612, "total_loss": 1.1561918502266053} {"data_time": 0.011800391002907418, "eta_seconds": 75723.62762924301, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.21725636250775915, "fast_rcnn/fg_cls_accuracy": 0.7241620111731844, "iteration": 136139, "loss_box_reg": 0.22195987170562148, "loss_cls": 0.19064728869125247, "loss_mask": 0.2565936269238591, "loss_rpn_cls": 0.036992662033298984, "loss_rpn_loc": 0.08088819007389247, "loss_sem_seg": 0.3088333480991423, "lr": 0.02, "mask_rcnn/accuracy": 0.902964174800355, "mask_rcnn/false_negative": 0.08035095355201555, "mask_rcnn/false_positive": 0.1087255504006854, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5632553510004072, "total_loss": 1.0579704358824529} {"data_time": 0.013382340490352362, "eta_seconds": 75706.55100023145, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.26541666666666663, "fast_rcnn/fg_cls_accuracy": 0.6832447352279698, "iteration": 136159, "loss_box_reg": 0.2193387863226235, "loss_cls": 0.21250792709179223, "loss_mask": 0.25365360639989376, "loss_rpn_cls": 0.03951617609709501, "loss_rpn_loc": 0.07826490822480991, "loss_sem_seg": 0.31652642879635096, "lr": 0.02, "mask_rcnn/accuracy": 0.8903954026606329, "mask_rcnn/false_negative": 0.08409677729760334, "mask_rcnn/false_positive": 0.12386215246685751, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5649797539954307, "total_loss": 1.1044865884177852} {"data_time": 0.012299087000428699, "eta_seconds": 75695.23809148149, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3474986551909629, "fast_rcnn/fg_cls_accuracy": 0.5858783143939394, "iteration": 136179, "loss_box_reg": 0.22498866403475404, "loss_cls": 0.21780645847320557, "loss_mask": 0.2446860931813717, "loss_rpn_cls": 0.03794303063477855, "loss_rpn_loc": 0.07387063706119079, "loss_sem_seg": 0.32066228333860636, "lr": 0.02, "mask_rcnn/accuracy": 0.9037701493640935, "mask_rcnn/false_negative": 0.07808937406731256, "mask_rcnn/false_positive": 0.12220850038948211, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 234.25, "rpn/num_pos_anchors": 21.75, "time": 0.5602892315000645, "total_loss": 1.1268105997114617} {"data_time": 0.012226301500049885, "eta_seconds": 75648.69464290628, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3279569892473118, "fast_rcnn/fg_cls_accuracy": 0.6399918756981822, "iteration": 136199, "loss_box_reg": 0.24205212574452162, "loss_cls": 0.22077868785709143, "loss_mask": 0.2655372591689229, "loss_rpn_cls": 0.04738242538587656, "loss_rpn_loc": 0.07503905333578587, "loss_sem_seg": 0.3605388649739325, "lr": 0.02, "mask_rcnn/accuracy": 0.8846278317349081, "mask_rcnn/false_negative": 0.08568723225458172, "mask_rcnn/false_positive": 0.13179337587926715, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 207.25, "rpn/num_pos_anchors": 48.75, "time": 0.5575816685013706, "total_loss": 1.212055140582379} {"data_time": 0.012615502993867267, "eta_seconds": 75618.85632567454, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.37702106810387065, "fast_rcnn/fg_cls_accuracy": 0.6078513943477447, "iteration": 136219, "loss_box_reg": 0.22395526827313006, "loss_cls": 0.2044467101804912, "loss_mask": 0.24613810051232576, "loss_rpn_cls": 0.04135877103544772, "loss_rpn_loc": 0.07627856006729417, "loss_sem_seg": 0.31405217479914427, "lr": 0.02, "mask_rcnn/accuracy": 0.9058434897396459, "mask_rcnn/false_negative": 0.09097830941670652, "mask_rcnn/false_positive": 0.10406836108163475, "roi_head/num_bg_samples": 462.75, "roi_head/num_fg_samples": 49.25, "rpn/num_neg_anchors": 237.5, "rpn/num_pos_anchors": 18.5, "time": 0.5623536549974233, "total_loss": 1.1087523443857208} {"data_time": 0.012522776502009947, "eta_seconds": 75590.7054594664, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.33391943734015345, "fast_rcnn/fg_cls_accuracy": 0.6382002144197266, "iteration": 136239, "loss_box_reg": 0.22089732240419835, "loss_cls": 0.2058103014715016, "loss_mask": 0.25106595968827605, "loss_rpn_cls": 0.040558230655733496, "loss_rpn_loc": 0.061749637010507286, "loss_sem_seg": 0.35233122389763594, "lr": 0.02, "mask_rcnn/accuracy": 0.9043746963070942, "mask_rcnn/false_negative": 0.0847522671916208, "mask_rcnn/false_positive": 0.10227743123239982, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5659918460005429, "total_loss": 1.1256556807784364} {"data_time": 0.012618162494618446, "eta_seconds": 75595.71241864283, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.32414328848239676, "fast_rcnn/fg_cls_accuracy": 0.6117283950617284, "iteration": 136259, "loss_box_reg": 0.2443557856604457, "loss_cls": 0.21574568352662027, "loss_mask": 0.2534818882122636, "loss_rpn_cls": 0.046029658580664545, "loss_rpn_loc": 0.08343832561513409, "loss_sem_seg": 0.3084417665377259, "lr": 0.02, "mask_rcnn/accuracy": 0.8879845318647402, "mask_rcnn/false_negative": 0.08501422416985517, "mask_rcnn/false_positive": 0.11262655474757174, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.570114290501806, "total_loss": 1.1665914056648035} {"data_time": 0.012922289497510064, "eta_seconds": 75535.24429906094, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.3344748858447488, "fast_rcnn/fg_cls_accuracy": 0.5737301820317087, "iteration": 136279, "loss_box_reg": 0.2264179098419845, "loss_cls": 0.21494606463238597, "loss_mask": 0.2565207723528147, "loss_rpn_cls": 0.039483116241171956, "loss_rpn_loc": 0.0803352206130512, "loss_sem_seg": 0.30682627588976175, "lr": 0.02, "mask_rcnn/accuracy": 0.8917611225524693, "mask_rcnn/false_negative": 0.09726854574534591, "mask_rcnn/false_positive": 0.12960457986169588, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5586172490002355, "total_loss": 1.193549944087863} {"data_time": 0.013317602999450173, "eta_seconds": 75520.88370310009, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.3853641999225107, "fast_rcnn/fg_cls_accuracy": 0.583420611646418, "iteration": 136299, "loss_box_reg": 0.2452248118352145, "loss_cls": 0.23724301368929446, "loss_mask": 0.26420784555375576, "loss_rpn_cls": 0.03474206101964228, "loss_rpn_loc": 0.06976244073302951, "loss_sem_seg": 0.34741652850061655, "lr": 0.02, "mask_rcnn/accuracy": 0.8819758885163697, "mask_rcnn/false_negative": 0.09987321858548283, "mask_rcnn/false_positive": 0.12790955701286696, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.569846612001129, "total_loss": 1.1847600165056065} {"data_time": 0.011850027003674768, "eta_seconds": 75524.52717758284, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.31113571654539707, "fast_rcnn/fg_cls_accuracy": 0.6692307692307692, "iteration": 136319, "loss_box_reg": 0.22105189133435488, "loss_cls": 0.21839860104955733, "loss_mask": 0.25600306969136, "loss_rpn_cls": 0.043522135441889986, "loss_rpn_loc": 0.07283327361801639, "loss_sem_seg": 0.27221588091924787, "lr": 0.02, "mask_rcnn/accuracy": 0.8973063732071775, "mask_rcnn/false_negative": 0.07906984797569308, "mask_rcnn/false_positive": 0.1254520560800812, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 0.5539718970030663, "total_loss": 1.1362055882491404} {"data_time": 0.01270393749291543, "eta_seconds": 75503.05455448039, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.31609920851528384, "fast_rcnn/fg_cls_accuracy": 0.6701620989304813, "iteration": 136339, "loss_box_reg": 0.22576818941161036, "loss_cls": 0.19852191186510026, "loss_mask": 0.2338042724877596, "loss_rpn_cls": 0.03928915967117064, "loss_rpn_loc": 0.06961471067916136, "loss_sem_seg": 0.33701390447095037, "lr": 0.02, "mask_rcnn/accuracy": 0.8972916307989776, "mask_rcnn/false_negative": 0.0934302337883749, "mask_rcnn/false_positive": 0.11283305277668486, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5686289129953366, "total_loss": 1.0909965633472893} {"data_time": 0.013087121995340567, "eta_seconds": 75501.92874484294, "fast_rcnn/cls_accuracy": 0.91162109375, "fast_rcnn/false_negative": 0.33118298876519775, "fast_rcnn/fg_cls_accuracy": 0.5656987340525097, "iteration": 136359, "loss_box_reg": 0.23648207122460008, "loss_cls": 0.21871981536969543, "loss_mask": 0.2512008626945317, "loss_rpn_cls": 0.04025757245835848, "loss_rpn_loc": 0.06337625882588327, "loss_sem_seg": 0.3227910597342998, "lr": 0.02, "mask_rcnn/accuracy": 0.8830351360103628, "mask_rcnn/false_negative": 0.0965604352788883, "mask_rcnn/false_positive": 0.14703963329034997, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.5657848695045686, "total_loss": 1.1795398172398563} {"data_time": 0.011698657501256093, "eta_seconds": 75471.5706994848, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3698097601323408, "fast_rcnn/fg_cls_accuracy": 0.5618622448979591, "iteration": 136379, "loss_box_reg": 0.23271593148820102, "loss_cls": 0.21009532874450088, "loss_mask": 0.24858122132718563, "loss_rpn_cls": 0.05263047537300736, "loss_rpn_loc": 0.08785400446504354, "loss_sem_seg": 0.2908105403184891, "lr": 0.02, "mask_rcnn/accuracy": 0.8921098379939844, "mask_rcnn/false_negative": 0.09874238553057155, "mask_rcnn/false_positive": 0.12092947762481966, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5735058220016072, "total_loss": 1.1557413306290982} {"data_time": 0.012226654500409495, "eta_seconds": 75455.9114610081, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.3450834879406308, "fast_rcnn/fg_cls_accuracy": 0.5798314268512944, "iteration": 136399, "loss_box_reg": 0.22692996449768543, "loss_cls": 0.18995401239953935, "loss_mask": 0.23933346942067146, "loss_rpn_cls": 0.04417476300659473, "loss_rpn_loc": 0.07499218459997792, "loss_sem_seg": 0.3163918717764318, "lr": 0.02, "mask_rcnn/accuracy": 0.8873027926899475, "mask_rcnn/false_negative": 0.10962310945816135, "mask_rcnn/false_positive": 0.1278083109587169, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5574467094993452, "total_loss": 1.07782529812539} {"data_time": 0.012263759002962615, "eta_seconds": 75444.61575042794, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.328101475459199, "fast_rcnn/fg_cls_accuracy": 0.5687034277198211, "iteration": 136419, "loss_box_reg": 0.23036273242905736, "loss_cls": 0.20563767291605473, "loss_mask": 0.2552381823770702, "loss_rpn_cls": 0.04032786651805509, "loss_rpn_loc": 0.07246111350832507, "loss_sem_seg": 0.3169729933142662, "lr": 0.02, "mask_rcnn/accuracy": 0.8731714043233187, "mask_rcnn/false_negative": 0.11326510860147002, "mask_rcnn/false_positive": 0.12838190396760718, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.5685314825022942, "total_loss": 1.1720385375083424} {"data_time": 0.012691246993199456, "eta_seconds": 75384.40652825931, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.3058757062146893, "fast_rcnn/fg_cls_accuracy": 0.6396853054543534, "iteration": 136439, "loss_box_reg": 0.24180661467835307, "loss_cls": 0.22228751657530665, "loss_mask": 0.26107900217175484, "loss_rpn_cls": 0.04447748139500618, "loss_rpn_loc": 0.09616175293922424, "loss_sem_seg": 0.32892573392018676, "lr": 0.02, "mask_rcnn/accuracy": 0.8940100580944195, "mask_rcnn/false_negative": 0.11261339924522472, "mask_rcnn/false_positive": 0.09128476459801135, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5586330630030716, "total_loss": 1.2010139540070668} {"data_time": 0.012009525496978313, "eta_seconds": 75343.34551017871, "fast_rcnn/cls_accuracy": 0.912109375, "fast_rcnn/false_negative": 0.4221422697368421, "fast_rcnn/fg_cls_accuracy": 0.5656882591093118, "iteration": 136459, "loss_box_reg": 0.2150599353481084, "loss_cls": 0.19171130447648466, "loss_mask": 0.2537370268255472, "loss_rpn_cls": 0.04278423840878531, "loss_rpn_loc": 0.0698901538271457, "loss_sem_seg": 0.32961808517575264, "lr": 0.02, "mask_rcnn/accuracy": 0.8931045835542009, "mask_rcnn/false_negative": 0.0890080956793616, "mask_rcnn/false_positive": 0.12041639535687029, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5584279595059343, "total_loss": 1.1483020033047069} {"data_time": 0.012168564499006607, "eta_seconds": 75324.76092095432, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.36488152307903027, "fast_rcnn/fg_cls_accuracy": 0.6300164361046432, "iteration": 136479, "loss_box_reg": 0.23933435534127057, "loss_cls": 0.22078674659132957, "loss_mask": 0.25279764737933874, "loss_rpn_cls": 0.05187205458059907, "loss_rpn_loc": 0.07850415538996458, "loss_sem_seg": 0.3004705486819148, "lr": 0.02, "mask_rcnn/accuracy": 0.8893209427675823, "mask_rcnn/false_negative": 0.10735017210965861, "mask_rcnn/false_positive": 0.1128394597199478, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.5602594570082147, "total_loss": 1.165380881706369} {"data_time": 0.011918538497411646, "eta_seconds": 75287.28058669732, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.3405797101449275, "fast_rcnn/fg_cls_accuracy": 0.59375, "iteration": 136499, "loss_box_reg": 0.2149222888983786, "loss_cls": 0.21466683398466557, "loss_mask": 0.2432767995633185, "loss_rpn_cls": 0.049473790219053626, "loss_rpn_loc": 0.08467611721425783, "loss_sem_seg": 0.344926034566015, "lr": 0.02, "mask_rcnn/accuracy": 0.8760920956728556, "mask_rcnn/false_negative": 0.09330706736163243, "mask_rcnn/false_positive": 0.1305097318294768, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5575008985106251, "total_loss": 1.1602873397059739} {"data_time": 0.01346593499329174, "eta_seconds": 75294.93695846241, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.3786197386565106, "fast_rcnn/fg_cls_accuracy": 0.597823361251818, "iteration": 136519, "loss_box_reg": 0.25251290388405323, "loss_cls": 0.22001861548051238, "loss_mask": 0.26438270788639784, "loss_rpn_cls": 0.04368637923471397, "loss_rpn_loc": 0.07092567742802203, "loss_sem_seg": 0.3115775063633919, "lr": 0.02, "mask_rcnn/accuracy": 0.8858380927542839, "mask_rcnn/false_negative": 0.09308742337955861, "mask_rcnn/false_positive": 0.1271647930602921, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.5747920805006288, "total_loss": 1.1692835171343177} {"data_time": 0.013072418492811266, "eta_seconds": 75290.91242030455, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3912879873853211, "fast_rcnn/fg_cls_accuracy": 0.5194043978447649, "iteration": 136539, "loss_box_reg": 0.24322311533614993, "loss_cls": 0.23183807404711843, "loss_mask": 0.265055887401104, "loss_rpn_cls": 0.036832673649769276, "loss_rpn_loc": 0.08105633803643286, "loss_sem_seg": 0.3289549704641104, "lr": 0.02, "mask_rcnn/accuracy": 0.8871877116725415, "mask_rcnn/false_negative": 0.09448290087121104, "mask_rcnn/false_positive": 0.14239024168339565, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.5771911554984399, "total_loss": 1.206309239845723} {"data_time": 0.012208303494844586, "eta_seconds": 75272.37346644228, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.35358068097705403, "fast_rcnn/fg_cls_accuracy": 0.5970609254958013, "iteration": 136559, "loss_box_reg": 0.22655271994881332, "loss_cls": 0.21567194000817835, "loss_mask": 0.24869027733802795, "loss_rpn_cls": 0.03997870476450771, "loss_rpn_loc": 0.07836294143635314, "loss_sem_seg": 0.32034225342795253, "lr": 0.02, "mask_rcnn/accuracy": 0.8851906959145599, "mask_rcnn/false_negative": 0.09795949668941767, "mask_rcnn/false_positive": 0.12707783222874192, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 234.75, "rpn/num_pos_anchors": 21.25, "time": 0.5585750770042068, "total_loss": 1.1704256745288149} {"data_time": 0.01295589299115818, "eta_seconds": 75326.59529410224, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.36932038834951453, "fast_rcnn/fg_cls_accuracy": 0.6123394495412844, "iteration": 136579, "loss_box_reg": 0.2353247539140284, "loss_cls": 0.2184246052056551, "loss_mask": 0.25498889572918415, "loss_rpn_cls": 0.046061060565989465, "loss_rpn_loc": 0.06590559153119102, "loss_sem_seg": 0.3292570295743644, "lr": 0.02, "mask_rcnn/accuracy": 0.8852783259366578, "mask_rcnn/false_negative": 0.09112141109599609, "mask_rcnn/false_positive": 0.13823678610664164, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.5819047994955326, "total_loss": 1.1287959276232868} {"data_time": 0.012655314501898829, "eta_seconds": 75339.0252280921, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.30910364145658265, "fast_rcnn/fg_cls_accuracy": 0.6530748663101604, "iteration": 136599, "loss_box_reg": 0.237224901211448, "loss_cls": 0.21422394434921443, "loss_mask": 0.2654794459231198, "loss_rpn_cls": 0.04833342507481575, "loss_rpn_loc": 0.07744240600732155, "loss_sem_seg": 0.3148940382525325, "lr": 0.02, "mask_rcnn/accuracy": 0.874328624810085, "mask_rcnn/false_negative": 0.07899241950491437, "mask_rcnn/false_positive": 0.17832879416207356, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.564942354496452, "total_loss": 1.2231432564585702} {"data_time": 0.011953097506193444, "eta_seconds": 75327.73010658205, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.3609986504723347, "fast_rcnn/fg_cls_accuracy": 0.6106612685560053, "iteration": 136619, "loss_box_reg": 0.21758327400311828, "loss_cls": 0.2077773855999112, "loss_mask": 0.24218689044937491, "loss_rpn_cls": 0.03979253536090255, "loss_rpn_loc": 0.07586294790962711, "loss_sem_seg": 0.2997005693614483, "lr": 0.02, "mask_rcnn/accuracy": 0.882358368448594, "mask_rcnn/false_negative": 0.1088362382600697, "mask_rcnn/false_positive": 0.14397160362529315, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5601621900059399, "total_loss": 1.1463604546734132} {"data_time": 0.012267088502994739, "eta_seconds": 75300.16294159729, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.34514514514514516, "fast_rcnn/fg_cls_accuracy": 0.6290387182910547, "iteration": 136639, "loss_box_reg": 0.23331074602901936, "loss_cls": 0.22395189618691802, "loss_mask": 0.2560168467462063, "loss_rpn_cls": 0.04754759179195389, "loss_rpn_loc": 0.07217492256313562, "loss_sem_seg": 0.34846722101792693, "lr": 0.02, "mask_rcnn/accuracy": 0.9027698374199709, "mask_rcnn/false_negative": 0.0947295060233568, "mask_rcnn/false_positive": 0.11216677634730875, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.560447269002907, "total_loss": 1.1843600673018955} {"data_time": 0.012194750001071952, "eta_seconds": 75288.8702603874, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.32050355713650514, "fast_rcnn/fg_cls_accuracy": 0.6085439021576093, "iteration": 136659, "loss_box_reg": 0.22084998525679111, "loss_cls": 0.23158058035187423, "loss_mask": 0.24322812631726265, "loss_rpn_cls": 0.03516106528695673, "loss_rpn_loc": 0.07299348700325936, "loss_sem_seg": 0.3210548195056617, "lr": 0.02, "mask_rcnn/accuracy": 0.9001177394034536, "mask_rcnn/false_negative": 0.08664387984820023, "mask_rcnn/false_positive": 0.11039376291557505, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5549275939993095, "total_loss": 1.117465803254163} {"data_time": 0.01240074649831513, "eta_seconds": 75266.75144741053, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.33088179543559026, "fast_rcnn/fg_cls_accuracy": 0.5948480254975124, "iteration": 136679, "loss_box_reg": 0.2441026142332703, "loss_cls": 0.21913712099194527, "loss_mask": 0.26675145234912634, "loss_rpn_cls": 0.05076943538733758, "loss_rpn_loc": 0.07051521027460694, "loss_sem_seg": 0.35783227207139134, "lr": 0.02, "mask_rcnn/accuracy": 0.8961941663756277, "mask_rcnn/false_negative": 0.09893254761100576, "mask_rcnn/false_positive": 0.10417724499320627, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.5659697555020102, "total_loss": 1.226096851634793} {"data_time": 0.012521821503469255, "eta_seconds": 75255.46039027063, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3355784291787872, "fast_rcnn/fg_cls_accuracy": 0.6202007749207468, "iteration": 136699, "loss_box_reg": 0.22433125041425228, "loss_cls": 0.20872993860393763, "loss_mask": 0.2538636727258563, "loss_rpn_cls": 0.04258722229860723, "loss_rpn_loc": 0.07854537339881063, "loss_sem_seg": 0.32260552141815424, "lr": 0.02, "mask_rcnn/accuracy": 0.8855597492229651, "mask_rcnn/false_negative": 0.10576314995599054, "mask_rcnn/false_positive": 0.12157278282776467, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5668066664948128, "total_loss": 1.112230931816157} {"data_time": 0.012834884502808563, "eta_seconds": 75261.65033707193, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.33050513022888717, "fast_rcnn/fg_cls_accuracy": 0.6137182489641506, "iteration": 136719, "loss_box_reg": 0.23042416432872415, "loss_cls": 0.20614957017824054, "loss_mask": 0.25050216261297464, "loss_rpn_cls": 0.043611572444206104, "loss_rpn_loc": 0.08363289706176147, "loss_sem_seg": 0.31662927521392703, "lr": 0.02, "mask_rcnn/accuracy": 0.892360438604986, "mask_rcnn/false_negative": 0.09563679193572609, "mask_rcnn/false_positive": 0.10746679641364609, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5795902259997092, "total_loss": 1.205496432055952} {"data_time": 0.01311872750375187, "eta_seconds": 75243.69953554784, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.323068279109589, "fast_rcnn/fg_cls_accuracy": 0.6265969802555169, "iteration": 136739, "loss_box_reg": 0.2452009883709252, "loss_cls": 0.20826050988398492, "loss_mask": 0.25377962179481983, "loss_rpn_cls": 0.04384831043716986, "loss_rpn_loc": 0.06862864026334137, "loss_sem_seg": 0.32836114754900336, "lr": 0.02, "mask_rcnn/accuracy": 0.898578317880383, "mask_rcnn/false_negative": 0.08566250920336654, "mask_rcnn/false_positive": 0.10035207758664116, "roi_head/num_bg_samples": 461.75, "roi_head/num_fg_samples": 50.25, "rpn/num_neg_anchors": 236.5, "rpn/num_pos_anchors": 19.5, "time": 0.5675519014985184, "total_loss": 1.128866221231874} {"data_time": 0.012636129999009427, "eta_seconds": 75253.9597865418, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.30757472826086957, "fast_rcnn/fg_cls_accuracy": 0.645891690009337, "iteration": 136759, "loss_box_reg": 0.22804856556467712, "loss_cls": 0.19615480117499828, "loss_mask": 0.24604172445833683, "loss_rpn_cls": 0.041255092597566545, "loss_rpn_loc": 0.06527003667724784, "loss_sem_seg": 0.32918514125049114, "lr": 0.02, "mask_rcnn/accuracy": 0.8819750140661895, "mask_rcnn/false_negative": 0.09586062297345213, "mask_rcnn/false_positive": 0.12352356411841649, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.573275497998111, "total_loss": 1.1422171004815027} {"data_time": 0.012612544502189849, "eta_seconds": 75237.36913450167, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.4078574799433695, "fast_rcnn/fg_cls_accuracy": 0.5630141010575793, "iteration": 136779, "loss_box_reg": 0.22468195715919137, "loss_cls": 0.21177823329344392, "loss_mask": 0.25421339832246304, "loss_rpn_cls": 0.04838890497921966, "loss_rpn_loc": 0.07628067876794375, "loss_sem_seg": 0.33349401131272316, "lr": 0.02, "mask_rcnn/accuracy": 0.8835630166939574, "mask_rcnn/false_negative": 0.1104327582060078, "mask_rcnn/false_positive": 0.14180493508639097, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5612739505013451, "total_loss": 1.1382925927173346} {"data_time": 0.012668511000811122, "eta_seconds": 75244.93733909527, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.347400513478819, "fast_rcnn/fg_cls_accuracy": 0.6200463201235203, "iteration": 136799, "loss_box_reg": 0.21955874282866716, "loss_cls": 0.19402684713713825, "loss_mask": 0.24807298835366964, "loss_rpn_cls": 0.04639598564244807, "loss_rpn_loc": 0.07747496268711984, "loss_sem_seg": 0.34092869237065315, "lr": 0.02, "mask_rcnn/accuracy": 0.8971207322952227, "mask_rcnn/false_negative": 0.09456799194933792, "mask_rcnn/false_positive": 0.11192478545918791, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5684938170015812, "total_loss": 1.1969049136387184} {"data_time": 0.012076860497472808, "eta_seconds": 75244.33015671732, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.3057495590828924, "fast_rcnn/fg_cls_accuracy": 0.6239106753812635, "iteration": 136819, "loss_box_reg": 0.2275243003387004, "loss_cls": 0.21628163079731166, "loss_mask": 0.2504863291978836, "loss_rpn_cls": 0.043355422269087285, "loss_rpn_loc": 0.07564702417585067, "loss_sem_seg": 0.3523628516122699, "lr": 0.02, "mask_rcnn/accuracy": 0.9152435991130052, "mask_rcnn/false_negative": 0.07851647867639093, "mask_rcnn/false_positive": 0.10844634613228384, "roi_head/num_bg_samples": 464.25, "roi_head/num_fg_samples": 47.75, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5653733640065184, "total_loss": 1.174228591262363} {"data_time": 0.012865646996942814, "eta_seconds": 75213.7327736934, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3344748858447488, "fast_rcnn/fg_cls_accuracy": 0.5871327254305978, "iteration": 136839, "loss_box_reg": 0.23125644633546472, "loss_cls": 0.2040929226204753, "loss_mask": 0.2551439022645354, "loss_rpn_cls": 0.04448359465459362, "loss_rpn_loc": 0.08195493067614734, "loss_sem_seg": 0.3315991717390716, "lr": 0.02, "mask_rcnn/accuracy": 0.9050747084548105, "mask_rcnn/false_negative": 0.09919764914517709, "mask_rcnn/false_positive": 0.10924278399635687, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5582156149976072, "total_loss": 1.1773341068183072} {"data_time": 0.01291652349755168, "eta_seconds": 75156.32785258406, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.34072289156626506, "fast_rcnn/fg_cls_accuracy": 0.6245649009556358, "iteration": 136859, "loss_box_reg": 0.21062775485916063, "loss_cls": 0.20486761629581451, "loss_mask": 0.24657761119306087, "loss_rpn_cls": 0.03830221219686791, "loss_rpn_loc": 0.06808456516591832, "loss_sem_seg": 0.3170759421773255, "lr": 0.02, "mask_rcnn/accuracy": 0.895429272760506, "mask_rcnn/false_negative": 0.10763626819011135, "mask_rcnn/false_positive": 0.09681692395860522, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5545222999935504, "total_loss": 1.0843969509151066} {"data_time": 0.012500888500653673, "eta_seconds": 75137.54034405184, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.3671263641786855, "fast_rcnn/fg_cls_accuracy": 0.5714035579212775, "iteration": 136879, "loss_box_reg": 0.21890165004879236, "loss_cls": 0.2193224758375436, "loss_mask": 0.24719257513061166, "loss_rpn_cls": 0.03800828801468015, "loss_rpn_loc": 0.06568682985380292, "loss_sem_seg": 0.3274994967505336, "lr": 0.02, "mask_rcnn/accuracy": 0.8960637402497056, "mask_rcnn/false_negative": 0.09394535487469413, "mask_rcnn/false_positive": 0.10769585501475029, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5545100474992068, "total_loss": 1.1070826573413797} {"data_time": 0.012396632999298163, "eta_seconds": 75117.44743669507, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.3588122605363985, "fast_rcnn/fg_cls_accuracy": 0.5838488597768073, "iteration": 136899, "loss_box_reg": 0.2188896592706442, "loss_cls": 0.21346268872730434, "loss_mask": 0.2472782488912344, "loss_rpn_cls": 0.04134901023644488, "loss_rpn_loc": 0.07213253687950782, "loss_sem_seg": 0.322305157314986, "lr": 0.02, "mask_rcnn/accuracy": 0.8798328766315138, "mask_rcnn/false_negative": 0.10686212312954363, "mask_rcnn/false_positive": 0.1296061883173883, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5593688749941066, "total_loss": 1.1063749094610102} {"data_time": 0.011302378996333573, "eta_seconds": 75026.5294046138, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.38404012767897855, "fast_rcnn/fg_cls_accuracy": 0.5993421052631579, "iteration": 136919, "loss_box_reg": 0.23762761102989316, "loss_cls": 0.2107449674513191, "loss_mask": 0.2537895794957876, "loss_rpn_cls": 0.039433621685020626, "loss_rpn_loc": 0.07128183805616572, "loss_sem_seg": 0.29650548147037625, "lr": 0.02, "mask_rcnn/accuracy": 0.8780588301560556, "mask_rcnn/false_negative": 0.10439417163141856, "mask_rcnn/false_positive": 0.1267243255883677, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5630045749931014, "total_loss": 1.1035716406768188} {"data_time": 0.012948032992426306, "eta_seconds": 75013.43427774942, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.3020432893197392, "fast_rcnn/fg_cls_accuracy": 0.6913337790406151, "iteration": 136939, "loss_box_reg": 0.24218587414361537, "loss_cls": 0.219754550838843, "loss_mask": 0.24667547410354018, "loss_rpn_cls": 0.039280113036511466, "loss_rpn_loc": 0.07851297309389338, "loss_sem_seg": 0.33543895557522774, "lr": 0.02, "mask_rcnn/accuracy": 0.9001096103181156, "mask_rcnn/false_negative": 0.08145759149698982, "mask_rcnn/false_positive": 0.1206179483659849, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5648768710016157, "total_loss": 1.158947085699765} {"data_time": 0.011559375503566116, "eta_seconds": 75002.15923332953, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.37973050458715596, "fast_rcnn/fg_cls_accuracy": 0.5253458969465649, "iteration": 136959, "loss_box_reg": 0.2218544092029333, "loss_cls": 0.22637853713240474, "loss_mask": 0.24710053484886885, "loss_rpn_cls": 0.042328954514232464, "loss_rpn_loc": 0.07724202098324895, "loss_sem_seg": 0.33283044630661607, "lr": 0.02, "mask_rcnn/accuracy": 0.8945637314558852, "mask_rcnn/false_negative": 0.07819069990766303, "mask_rcnn/false_positive": 0.12395838556848282, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.5693205865027267, "total_loss": 1.1292258425964974} {"data_time": 0.013276365505589638, "eta_seconds": 74928.00682624901, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.36446347337436447, "fast_rcnn/fg_cls_accuracy": 0.5799024274155165, "iteration": 136979, "loss_box_reg": 0.23192776006180793, "loss_cls": 0.19865214446326718, "loss_mask": 0.25663386564701796, "loss_rpn_cls": 0.048318903282051906, "loss_rpn_loc": 0.07702335366047919, "loss_sem_seg": 0.35309590213000774, "lr": 0.02, "mask_rcnn/accuracy": 0.8943470544276996, "mask_rcnn/false_negative": 0.06542225818324973, "mask_rcnn/false_positive": 0.12913012959710132, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5542198489929433, "total_loss": 1.1527078124927357} {"data_time": 0.011774542996136006, "eta_seconds": 74916.74123557893, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.3240440115440115, "fast_rcnn/fg_cls_accuracy": 0.6189500640204866, "iteration": 136999, "loss_box_reg": 0.24249415518715978, "loss_cls": 0.23538742680102587, "loss_mask": 0.2534226141870022, "loss_rpn_cls": 0.041423669492360204, "loss_rpn_loc": 0.06664907131926157, "loss_sem_seg": 0.30442999536171556, "lr": 0.02, "mask_rcnn/accuracy": 0.9053021324673888, "mask_rcnn/false_negative": 0.06579989733685583, "mask_rcnn/false_positive": 0.14847661465952122, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.5698763054970186, "total_loss": 1.1602132747357246} {"data_time": 0.013604622006823774, "eta_seconds": 74893.47696837624, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.30196078431372547, "fast_rcnn/fg_cls_accuracy": 0.6037657367866452, "iteration": 137019, "loss_box_reg": 0.2142844155896455, "loss_cls": 0.21023954404518008, "loss_mask": 0.2591188959777355, "loss_rpn_cls": 0.04495907560340129, "loss_rpn_loc": 0.07721985224634409, "loss_sem_seg": 0.3473040002863854, "lr": 0.02, "mask_rcnn/accuracy": 0.8999882727481237, "mask_rcnn/false_negative": 0.08164234068869697, "mask_rcnn/false_positive": 0.1038927062299915, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 235.75, "rpn/num_pos_anchors": 20.25, "time": 0.5613088539976161, "total_loss": 1.1499514828028623} {"data_time": 0.01243471749330638, "eta_seconds": 74887.8954034604, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.29738058551617874, "fast_rcnn/fg_cls_accuracy": 0.6749205508474576, "iteration": 137039, "loss_box_reg": 0.2419781438075006, "loss_cls": 0.23637240752577782, "loss_mask": 0.26535481214523315, "loss_rpn_cls": 0.043327024031896144, "loss_rpn_loc": 0.08434242382645607, "loss_sem_seg": 0.3125143339857459, "lr": 0.02, "mask_rcnn/accuracy": 0.8942071794606927, "mask_rcnn/false_negative": 0.1038835591417761, "mask_rcnn/false_positive": 0.12552628801504026, "roi_head/num_bg_samples": 457.25, "roi_head/num_fg_samples": 54.75, "rpn/num_neg_anchors": 239.5, "rpn/num_pos_anchors": 16.5, "time": 0.569649600496632, "total_loss": 1.2035811563837342} {"data_time": 0.011936935494304635, "eta_seconds": 74876.63076264039, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3189841974525659, "fast_rcnn/fg_cls_accuracy": 0.6500872600349039, "iteration": 137059, "loss_box_reg": 0.2506230522412807, "loss_cls": 0.22322447877377272, "loss_mask": 0.2517678113654256, "loss_rpn_cls": 0.0448862258635927, "loss_rpn_loc": 0.07371508466894738, "loss_sem_seg": 0.33916986314579844, "lr": 0.02, "mask_rcnn/accuracy": 0.8827508171598186, "mask_rcnn/false_negative": 0.08885195862488113, "mask_rcnn/false_positive": 0.12684356686177528, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5604087940009777, "total_loss": 1.1850679571798537} {"data_time": 0.012431777497113217, "eta_seconds": 74871.6788728986, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.37394034536891685, "fast_rcnn/fg_cls_accuracy": 0.5718954248366013, "iteration": 137079, "loss_box_reg": 0.23778954870067537, "loss_cls": 0.21848949324339628, "loss_mask": 0.25056837871670723, "loss_rpn_cls": 0.04809436740470119, "loss_rpn_loc": 0.06774856679840013, "loss_sem_seg": 0.3300574261229485, "lr": 0.02, "mask_rcnn/accuracy": 0.885330091803306, "mask_rcnn/false_negative": 0.10145690440127464, "mask_rcnn/false_positive": 0.1324904815203647, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.5673756589967525, "total_loss": 1.185165818198584} {"data_time": 0.012900669498776551, "eta_seconds": 74903.27093009645, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.33245614035087717, "fast_rcnn/fg_cls_accuracy": 0.5661814109742441, "iteration": 137099, "loss_box_reg": 0.22697248682379723, "loss_cls": 0.21067801071330905, "loss_mask": 0.2502833204343915, "loss_rpn_cls": 0.04358226008480415, "loss_rpn_loc": 0.08417242590803653, "loss_sem_seg": 0.31163678178563714, "lr": 0.02, "mask_rcnn/accuracy": 0.9081781450938791, "mask_rcnn/false_negative": 0.08390974817339039, "mask_rcnn/false_positive": 0.10363667552555347, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5765096339964657, "total_loss": 1.1541591904388042} {"data_time": 0.01237699299963424, "eta_seconds": 74891.99888986649, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.3556717116554845, "fast_rcnn/fg_cls_accuracy": 0.5932572329631153, "iteration": 137119, "loss_box_reg": 0.2524133587721735, "loss_cls": 0.233496677945368, "loss_mask": 0.26970543805509806, "loss_rpn_cls": 0.05032922083046287, "loss_rpn_loc": 0.09714386166888289, "loss_sem_seg": 0.3719362588599324, "lr": 0.02, "mask_rcnn/accuracy": 0.8682062348220885, "mask_rcnn/false_negative": 0.1060946565913297, "mask_rcnn/false_positive": 0.13865121531841013, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5596617970077205, "total_loss": 1.2413473452907056} {"data_time": 0.01336320899281418, "eta_seconds": 74882.1136519847, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.30250850340136054, "fast_rcnn/fg_cls_accuracy": 0.6651785714285714, "iteration": 137139, "loss_box_reg": 0.23412736365571618, "loss_cls": 0.23313542129471898, "loss_mask": 0.25498994067311287, "loss_rpn_cls": 0.04543752784957178, "loss_rpn_loc": 0.08846964605618268, "loss_sem_seg": 0.34489519195631146, "lr": 0.02, "mask_rcnn/accuracy": 0.9037756591815702, "mask_rcnn/false_negative": 0.0796759351674248, "mask_rcnn/false_positive": 0.11372841542128431, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5728230160020757, "total_loss": 1.2073916454974096} {"data_time": 0.012745695501507726, "eta_seconds": 74915.07659431359, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.3070436507936508, "fast_rcnn/fg_cls_accuracy": 0.6177958127499412, "iteration": 137159, "loss_box_reg": 0.22686870116740465, "loss_cls": 0.21924472437240183, "loss_mask": 0.2607955876737833, "loss_rpn_cls": 0.038359667523764074, "loss_rpn_loc": 0.0843724679434672, "loss_sem_seg": 0.3217056943103671, "lr": 0.02, "mask_rcnn/accuracy": 0.8962506333108156, "mask_rcnn/false_negative": 0.08921959550297995, "mask_rcnn/false_positive": 0.11883131064590263, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5732760134997079, "total_loss": 1.2219100098591298} {"data_time": 0.011477369000203907, "eta_seconds": 74946.465832726, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.3638861138861139, "fast_rcnn/fg_cls_accuracy": 0.5943015318015318, "iteration": 137179, "loss_box_reg": 0.23969823122024536, "loss_cls": 0.20808013016358018, "loss_mask": 0.2580802971497178, "loss_rpn_cls": 0.04282292793504894, "loss_rpn_loc": 0.07818254988524131, "loss_sem_seg": 0.3568780224304646, "lr": 0.02, "mask_rcnn/accuracy": 0.8853385392175304, "mask_rcnn/false_negative": 0.10841516290915333, "mask_rcnn/false_positive": 0.1359995412228256, "roi_head/num_bg_samples": 430.25, "roi_head/num_fg_samples": 81.75, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.5661185125063639, "total_loss": 1.1980434771976434} {"data_time": 0.012221010496432427, "eta_seconds": 74962.86180660244, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3898662320143885, "fast_rcnn/fg_cls_accuracy": 0.6073323159654095, "iteration": 137199, "loss_box_reg": 0.23391251312568784, "loss_cls": 0.2064124816097319, "loss_mask": 0.25279886182397604, "loss_rpn_cls": 0.04832702112616971, "loss_rpn_loc": 0.07510520657524467, "loss_sem_seg": 0.31763355410657823, "lr": 0.02, "mask_rcnn/accuracy": 0.9068419074593087, "mask_rcnn/false_negative": 0.08265499668925445, "mask_rcnn/false_positive": 0.10635395929750505, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5757543169966084, "total_loss": 1.1434221241797786} {"data_time": 0.011900693491043057, "eta_seconds": 74972.00689998179, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.33140689904280296, "fast_rcnn/fg_cls_accuracy": 0.65322903240144, "iteration": 137219, "loss_box_reg": 0.21998993726447225, "loss_cls": 0.20325399981811643, "loss_mask": 0.24258581642061472, "loss_rpn_cls": 0.03845208167331293, "loss_rpn_loc": 0.06712154100387124, "loss_sem_seg": 0.3543258220888674, "lr": 0.02, "mask_rcnn/accuracy": 0.8856934455942725, "mask_rcnn/false_negative": 0.0927367330710132, "mask_rcnn/false_positive": 0.12006444734916713, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5646855180020793, "total_loss": 1.119721353694331} {"data_time": 0.012729469504847657, "eta_seconds": 74964.45107836353, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.33694800104520517, "fast_rcnn/fg_cls_accuracy": 0.6520145716292135, "iteration": 137239, "loss_box_reg": 0.2387457792647183, "loss_cls": 0.21152915339916945, "loss_mask": 0.25877878069877625, "loss_rpn_cls": 0.037353878433350474, "loss_rpn_loc": 0.07921322749461979, "loss_sem_seg": 0.3265252439305186, "lr": 0.02, "mask_rcnn/accuracy": 0.8819699584997043, "mask_rcnn/false_negative": 0.09605661052269587, "mask_rcnn/false_positive": 0.13291139862908097, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 236.0, "rpn/num_pos_anchors": 20.0, "time": 0.5708401660012896, "total_loss": 1.1591932216542773} {"data_time": 0.012879335496108979, "eta_seconds": 74928.99329877195, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.33736856668511345, "fast_rcnn/fg_cls_accuracy": 0.6001819126819127, "iteration": 137259, "loss_box_reg": 0.20785702066496015, "loss_cls": 0.19913598732091486, "loss_mask": 0.2591496827080846, "loss_rpn_cls": 0.04897068109130487, "loss_rpn_loc": 0.07800932857207954, "loss_sem_seg": 0.3322145463898778, "lr": 0.02, "mask_rcnn/accuracy": 0.8788814247613732, "mask_rcnn/false_negative": 0.11324102599308698, "mask_rcnn/false_positive": 0.12559504181550596, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5607397064959514, "total_loss": 1.1288015388709027} {"data_time": 0.012892056503915228, "eta_seconds": 74941.86479140325, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.3462356792144026, "fast_rcnn/fg_cls_accuracy": 0.6312875068194217, "iteration": 137279, "loss_box_reg": 0.2291207485832274, "loss_cls": 0.2303762088995427, "loss_mask": 0.25649360474199057, "loss_rpn_cls": 0.04284433223074302, "loss_rpn_loc": 0.06847129977541044, "loss_sem_seg": 0.31489321775734425, "lr": 0.02, "mask_rcnn/accuracy": 0.9014230877152754, "mask_rcnn/false_negative": 0.08985238749408772, "mask_rcnn/false_positive": 0.11743329480064367, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5709552284970414, "total_loss": 1.1282373713183915} {"data_time": 0.013352531001146417, "eta_seconds": 74930.5716479231, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.38666930379746833, "fast_rcnn/fg_cls_accuracy": 0.5601711535032983, "iteration": 137299, "loss_box_reg": 0.20122668519616127, "loss_cls": 0.1988047370687127, "loss_mask": 0.24478232488036156, "loss_rpn_cls": 0.04422544885892421, "loss_rpn_loc": 0.07521332695614547, "loss_sem_seg": 0.31534724961966276, "lr": 0.02, "mask_rcnn/accuracy": 0.8826383437990581, "mask_rcnn/false_negative": 0.09319666453407095, "mask_rcnn/false_positive": 0.14423574691081464, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.5711117350001587, "total_loss": 1.121625484815013} {"data_time": 0.012617623004189227, "eta_seconds": 74937.67412761952, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.3513604525862069, "fast_rcnn/fg_cls_accuracy": 0.5871716832822086, "iteration": 137319, "loss_box_reg": 0.23113283212296665, "loss_cls": 0.23114549461752176, "loss_mask": 0.24581061769276857, "loss_rpn_cls": 0.043870713489013724, "loss_rpn_loc": 0.07740053057204932, "loss_sem_seg": 0.3310802560299635, "lr": 0.02, "mask_rcnn/accuracy": 0.890727062016577, "mask_rcnn/false_negative": 0.08738825517539364, "mask_rcnn/false_positive": 0.15034673228924583, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.5825936320034089, "total_loss": 1.1571715976460837} {"data_time": 0.01202928250131663, "eta_seconds": 74926.37821122944, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.31484330413637374, "fast_rcnn/fg_cls_accuracy": 0.5437701396348013, "iteration": 137339, "loss_box_reg": 0.2466415094677359, "loss_cls": 0.22074976190924644, "loss_mask": 0.2570274155586958, "loss_rpn_cls": 0.04599264112766832, "loss_rpn_loc": 0.06795096502173692, "loss_sem_seg": 0.3136248621158302, "lr": 0.02, "mask_rcnn/accuracy": 0.8781006086645184, "mask_rcnn/false_negative": 0.0973726419323958, "mask_rcnn/false_positive": 0.12620364941389797, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5656970705022104, "total_loss": 1.1664261403493583} {"data_time": 0.013704879500437528, "eta_seconds": 74913.10004183966, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.31901041666666663, "fast_rcnn/fg_cls_accuracy": 0.6673177083333333, "iteration": 137359, "loss_box_reg": 0.25242440355941653, "loss_cls": 0.2282533710822463, "loss_mask": 0.2674833256751299, "loss_rpn_cls": 0.04398797228350304, "loss_rpn_loc": 0.08186519908485934, "loss_sem_seg": 0.3127129031345248, "lr": 0.02, "mask_rcnn/accuracy": 0.8627620842700037, "mask_rcnn/false_negative": 0.10921461518737888, "mask_rcnn/false_positive": 0.14387425530629006, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.565305107505992, "total_loss": 1.1669716436008457} {"data_time": 0.011287630004517268, "eta_seconds": 74901.80442433951, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.27422664141414144, "fast_rcnn/fg_cls_accuracy": 0.6728219696969697, "iteration": 137379, "loss_box_reg": 0.2182885219808668, "loss_cls": 0.20363253192044795, "loss_mask": 0.2582709062844515, "loss_rpn_cls": 0.04424467448552605, "loss_rpn_loc": 0.07009376482164953, "loss_sem_seg": 0.3333488339558244, "lr": 0.02, "mask_rcnn/accuracy": 0.8928115889212829, "mask_rcnn/false_negative": 0.09296320772353292, "mask_rcnn/false_positive": 0.12100755805023897, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 237.25, "rpn/num_pos_anchors": 18.75, "time": 0.5735050815055729, "total_loss": 1.1284861039748648} {"data_time": 0.012778160504240077, "eta_seconds": 74889.21680845862, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3738201689021361, "fast_rcnn/fg_cls_accuracy": 0.5651771549444737, "iteration": 137399, "loss_box_reg": 0.2419092794880271, "loss_cls": 0.21766336169093847, "loss_mask": 0.25007561361417174, "loss_rpn_cls": 0.04186224792647408, "loss_rpn_loc": 0.07401079614646733, "loss_sem_seg": 0.3095131602603942, "lr": 0.02, "mask_rcnn/accuracy": 0.8837434552472674, "mask_rcnn/false_negative": 0.08764790753548907, "mask_rcnn/false_positive": 0.1363552056397413, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5540762960008578, "total_loss": 1.1743853351581492} {"data_time": 0.013310977003129665, "eta_seconds": 74877.92138582855, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.35145459888333824, "fast_rcnn/fg_cls_accuracy": 0.5790974549083909, "iteration": 137419, "loss_box_reg": 0.2410965906456113, "loss_cls": 0.22423120168969035, "loss_mask": 0.2615833217278123, "loss_rpn_cls": 0.04441683445475064, "loss_rpn_loc": 0.07707591098733246, "loss_sem_seg": 0.3364172433502972, "lr": 0.02, "mask_rcnn/accuracy": 0.9046957034120269, "mask_rcnn/false_negative": 0.0951207354403156, "mask_rcnn/false_positive": 0.0987884280985458, "roi_head/num_bg_samples": 429.75, "roi_head/num_fg_samples": 82.25, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5711487480002688, "total_loss": 1.2184508458012715} {"data_time": 0.01205002999631688, "eta_seconds": 74866.62596319849, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.30823658851202673, "fast_rcnn/fg_cls_accuracy": 0.6506942863646711, "iteration": 137439, "loss_box_reg": 0.21597975259646773, "loss_cls": 0.2118545607663691, "loss_mask": 0.252236794680357, "loss_rpn_cls": 0.045377615286270157, "loss_rpn_loc": 0.07239714928437024, "loss_sem_seg": 0.304441780783236, "lr": 0.02, "mask_rcnn/accuracy": 0.8960068879320106, "mask_rcnn/false_negative": 0.09476474285420453, "mask_rcnn/false_positive": 0.10902135119445325, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5518780264974339, "total_loss": 1.177267834165832} {"data_time": 0.012818134993722197, "eta_seconds": 74870.27904478149, "fast_rcnn/cls_accuracy": 0.9091796875, "fast_rcnn/false_negative": 0.40794339354288156, "fast_rcnn/fg_cls_accuracy": 0.575277248795788, "iteration": 137459, "loss_box_reg": 0.22699266765266657, "loss_cls": 0.21570708230137825, "loss_mask": 0.259290206246078, "loss_rpn_cls": 0.037012749759014696, "loss_rpn_loc": 0.06736745158559643, "loss_sem_seg": 0.3069945592433214, "lr": 0.02, "mask_rcnn/accuracy": 0.8644024438363264, "mask_rcnn/false_negative": 0.10719697348624359, "mask_rcnn/false_positive": 0.16828668775711808, "roi_head/num_bg_samples": 428.0, "roi_head/num_fg_samples": 84.0, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.5564809850038728, "total_loss": 1.139637090585893} {"data_time": 0.012759504497807939, "eta_seconds": 74863.332957666, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.34108527131782945, "fast_rcnn/fg_cls_accuracy": 0.5196498981758308, "iteration": 137479, "loss_box_reg": 0.24062003358267248, "loss_cls": 0.22941794944927096, "loss_mask": 0.24159948248416185, "loss_rpn_cls": 0.04196419328218326, "loss_rpn_loc": 0.06728435168042779, "loss_sem_seg": 0.3142944402061403, "lr": 0.02, "mask_rcnn/accuracy": 0.8945840872686284, "mask_rcnn/false_negative": 0.08263874850281455, "mask_rcnn/false_positive": 0.1137622226207308, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5650854709965643, "total_loss": 1.135205156286247} {"data_time": 0.01251425150258001, "eta_seconds": 74856.8591833036, "fast_rcnn/cls_accuracy": 0.91015625, "fast_rcnn/false_negative": 0.34325396825396826, "fast_rcnn/fg_cls_accuracy": 0.6023799797905962, "iteration": 137499, "loss_box_reg": 0.23845814308151603, "loss_cls": 0.22916469117626548, "loss_mask": 0.2487732758745551, "loss_rpn_cls": 0.04527055978542194, "loss_rpn_loc": 0.07349879271350801, "loss_sem_seg": 0.3202070575207472, "lr": 0.02, "mask_rcnn/accuracy": 0.8903903761405356, "mask_rcnn/false_negative": 0.08662547094987233, "mask_rcnn/false_positive": 0.1280843689500854, "roi_head/num_bg_samples": 425.0, "roi_head/num_fg_samples": 87.0, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5725452120022965, "total_loss": 1.1926445741555654} {"data_time": 0.012832477004849352, "eta_seconds": 74842.5433946034, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.36180555555555555, "fast_rcnn/fg_cls_accuracy": 0.6033083645443196, "iteration": 137519, "loss_box_reg": 0.23004027834394947, "loss_cls": 0.21423016232438385, "loss_mask": 0.24228104343637824, "loss_rpn_cls": 0.045812475465936586, "loss_rpn_loc": 0.0751027530641295, "loss_sem_seg": 0.33478559367358685, "lr": 0.02, "mask_rcnn/accuracy": 0.8835876071207704, "mask_rcnn/false_negative": 0.09282715475797601, "mask_rcnn/false_positive": 0.1273683947703983, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5640330130045186, "total_loss": 1.1536479210772086} {"data_time": 0.013273661497805733, "eta_seconds": 74829.43795251618, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.2829566854990584, "fast_rcnn/fg_cls_accuracy": 0.6844546201714219, "iteration": 137539, "loss_box_reg": 0.23357061087153852, "loss_cls": 0.20457086409442127, "loss_mask": 0.25727489311248064, "loss_rpn_cls": 0.043221692874794826, "loss_rpn_loc": 0.0742102767835604, "loss_sem_seg": 0.29956884286366403, "lr": 0.02, "mask_rcnn/accuracy": 0.8930567792129157, "mask_rcnn/false_negative": 0.11479870269233414, "mask_rcnn/false_positive": 0.0892182094843568, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5653082365024602, "total_loss": 1.1129903780529276} {"data_time": 0.012962893997610081, "eta_seconds": 74839.11780813616, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.30492129389378997, "fast_rcnn/fg_cls_accuracy": 0.6901912074676302, "iteration": 137559, "loss_box_reg": 0.23078475473448634, "loss_cls": 0.2128703109920025, "loss_mask": 0.25752531085163355, "loss_rpn_cls": 0.037836650357348844, "loss_rpn_loc": 0.06940462329657748, "loss_sem_seg": 0.3919493039138615, "lr": 0.02, "mask_rcnn/accuracy": 0.8825365106360004, "mask_rcnn/false_negative": 0.0914397721092482, "mask_rcnn/false_positive": 0.13795948939464842, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5728046410076786, "total_loss": 1.1881386128952727} {"data_time": 0.012490129498473834, "eta_seconds": 74811.66293018352, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.3006161971830986, "fast_rcnn/fg_cls_accuracy": 0.6538519184652278, "iteration": 137579, "loss_box_reg": 0.26195311918854713, "loss_cls": 0.22503940714523196, "loss_mask": 0.24971472937613726, "loss_rpn_cls": 0.0398109721718356, "loss_rpn_loc": 0.08151529647875577, "loss_sem_seg": 0.3310149051249027, "lr": 0.02, "mask_rcnn/accuracy": 0.8923789698371645, "mask_rcnn/false_negative": 0.10133323512471426, "mask_rcnn/false_positive": 0.08668175809135743, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5704883270009304, "total_loss": 1.2575541860423982} {"data_time": 0.013019889491260983, "eta_seconds": 74906.8163887273, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.30879237288135597, "fast_rcnn/fg_cls_accuracy": 0.6756465517241379, "iteration": 137599, "loss_box_reg": 0.24638581136241555, "loss_cls": 0.21710680657997727, "loss_mask": 0.265808311291039, "loss_rpn_cls": 0.046361229091417044, "loss_rpn_loc": 0.07103465305408463, "loss_sem_seg": 0.31536136474460363, "lr": 0.02, "mask_rcnn/accuracy": 0.8944355021966368, "mask_rcnn/false_negative": 0.0965210002970513, "mask_rcnn/false_positive": 0.10025296847763211, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.572751566003717, "total_loss": 1.1317955574777443} {"data_time": 0.012060996501531918, "eta_seconds": 74961.93823944769, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.288003663003663, "fast_rcnn/fg_cls_accuracy": 0.6763022601610243, "iteration": 137619, "loss_box_reg": 0.22929031495004892, "loss_cls": 0.19634935818612576, "loss_mask": 0.24402240570634604, "loss_rpn_cls": 0.04460107663180679, "loss_rpn_loc": 0.07505617837887257, "loss_sem_seg": 0.28139987308532, "lr": 0.02, "mask_rcnn/accuracy": 0.8907000682770048, "mask_rcnn/false_negative": 0.09845004720791925, "mask_rcnn/false_positive": 0.12714291267569736, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5698653754952829, "total_loss": 1.127780837356113} {"data_time": 0.011583148007048294, "eta_seconds": 74964.80056991403, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.38298872180451127, "fast_rcnn/fg_cls_accuracy": 0.5628761760065447, "iteration": 137639, "loss_box_reg": 0.23263988364487886, "loss_cls": 0.21706177853047848, "loss_mask": 0.25512619176879525, "loss_rpn_cls": 0.04596574424067512, "loss_rpn_loc": 0.08278030436486006, "loss_sem_seg": 0.3225046402076259, "lr": 0.02, "mask_rcnn/accuracy": 0.8879175777453838, "mask_rcnn/false_negative": 0.10748465802055682, "mask_rcnn/false_positive": 0.14631329061644288, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.5622973584977444, "total_loss": 1.1817903800983913} {"data_time": 0.012650707496504765, "eta_seconds": 74953.4732453139, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.34547964113181506, "fast_rcnn/fg_cls_accuracy": 0.601948051948052, "iteration": 137659, "loss_box_reg": 0.23936235439032316, "loss_cls": 0.2137413495220244, "loss_mask": 0.2449070457369089, "loss_rpn_cls": 0.04235317725397181, "loss_rpn_loc": 0.0763730060425587, "loss_sem_seg": 0.3192049693316221, "lr": 0.02, "mask_rcnn/accuracy": 0.8807150952584932, "mask_rcnn/false_negative": 0.08208166696348224, "mask_rcnn/false_positive": 0.136981632310328, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5581805479960167, "total_loss": 1.1265836241655052} {"data_time": 0.011361118995409925, "eta_seconds": 74927.96269692748, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3164313222079589, "fast_rcnn/fg_cls_accuracy": 0.6106060606060606, "iteration": 137679, "loss_box_reg": 0.23308807099238038, "loss_cls": 0.2052753996104002, "loss_mask": 0.26559215504676104, "loss_rpn_cls": 0.04516579833580181, "loss_rpn_loc": 0.07143462324165739, "loss_sem_seg": 0.315177948679775, "lr": 0.02, "mask_rcnn/accuracy": 0.8710410717909323, "mask_rcnn/false_negative": 0.0996134930406051, "mask_rcnn/false_positive": 0.15903294527441353, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5608429014973808, "total_loss": 1.1339344136795262} {"data_time": 0.013924225990194827, "eta_seconds": 74916.63751608742, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.32624213129496404, "fast_rcnn/fg_cls_accuracy": 0.649248798076923, "iteration": 137699, "loss_box_reg": 0.24018854554742575, "loss_cls": 0.22103951824828982, "loss_mask": 0.2554449322633445, "loss_rpn_cls": 0.0499051752849482, "loss_rpn_loc": 0.07251156802522019, "loss_sem_seg": 0.313895377505105, "lr": 0.02, "mask_rcnn/accuracy": 0.8812480967893914, "mask_rcnn/false_negative": 0.09681386327155996, "mask_rcnn/false_positive": 0.11914008031277531, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5727577069992549, "total_loss": 1.1906625239062123} {"data_time": 0.013066047496977262, "eta_seconds": 74893.04380179335, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.33578811369509043, "fast_rcnn/fg_cls_accuracy": 0.6202725250278087, "iteration": 137719, "loss_box_reg": 0.24808908812701702, "loss_cls": 0.21732180123217404, "loss_mask": 0.255118022672832, "loss_rpn_cls": 0.05263726932753343, "loss_rpn_loc": 0.08851691242307425, "loss_sem_seg": 0.34422681853175163, "lr": 0.02, "mask_rcnn/accuracy": 0.8965875650608044, "mask_rcnn/false_negative": 0.10656136568113164, "mask_rcnn/false_positive": 0.11689143368919414, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5720280104942503, "total_loss": 1.2253080018272158} {"data_time": 0.012225981998199131, "eta_seconds": 74893.98715440728, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.3205084163517692, "fast_rcnn/fg_cls_accuracy": 0.6600092357423228, "iteration": 137739, "loss_box_reg": 0.23022944340482354, "loss_cls": 0.2118622127454728, "loss_mask": 0.24911078298464417, "loss_rpn_cls": 0.048152457748074085, "loss_rpn_loc": 0.07828747184248641, "loss_sem_seg": 0.31338316504843533, "lr": 0.02, "mask_rcnn/accuracy": 0.8980130034444653, "mask_rcnn/false_negative": 0.09800844020011551, "mask_rcnn/false_positive": 0.12570979949780486, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5694328040044638, "total_loss": 1.1283579543742235} {"data_time": 0.012281969000468962, "eta_seconds": 74853.89102574589, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.31476426799007445, "fast_rcnn/fg_cls_accuracy": 0.6446501014198783, "iteration": 137759, "loss_box_reg": 0.22735606506466866, "loss_cls": 0.1992189569864422, "loss_mask": 0.25682890601456165, "loss_rpn_cls": 0.039733806836011354, "loss_rpn_loc": 0.07201382290804759, "loss_sem_seg": 0.31340429838746786, "lr": 0.02, "mask_rcnn/accuracy": 0.8935876455081306, "mask_rcnn/false_negative": 0.09439300177920473, "mask_rcnn/false_positive": 0.09818746140913545, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.550306333003391, "total_loss": 1.1261822192464024} {"data_time": 0.012782404002791736, "eta_seconds": 74774.31480659446, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.34955465358813914, "fast_rcnn/fg_cls_accuracy": 0.6170267489711934, "iteration": 137779, "loss_box_reg": 0.25454278429970145, "loss_cls": 0.2284917626529932, "loss_mask": 0.25886100716888905, "loss_rpn_cls": 0.04503627959638834, "loss_rpn_loc": 0.09650030167540535, "loss_sem_seg": 0.32244081562384963, "lr": 0.02, "mask_rcnn/accuracy": 0.8735143892110491, "mask_rcnn/false_negative": 0.11131138928346093, "mask_rcnn/false_positive": 0.1456173099666095, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 202.0, "rpn/num_pos_anchors": 54.0, "time": 0.5624122890003491, "total_loss": 1.2132290962326806} {"data_time": 0.01257313749374589, "eta_seconds": 74778.94999022211, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3502527723418134, "fast_rcnn/fg_cls_accuracy": 0.6117906066536203, "iteration": 137799, "loss_box_reg": 0.23022391367703676, "loss_cls": 0.22496507968753576, "loss_mask": 0.2491892254911363, "loss_rpn_cls": 0.04452131994185038, "loss_rpn_loc": 0.08771174412686378, "loss_sem_seg": 0.3645755173638463, "lr": 0.02, "mask_rcnn/accuracy": 0.895207725947522, "mask_rcnn/false_negative": 0.09612634283573446, "mask_rcnn/false_positive": 0.1110152594378934, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5727227265015244, "total_loss": 1.2366588222503196} {"data_time": 0.012099078499886673, "eta_seconds": 74861.36430696881, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.38374125874125875, "fast_rcnn/fg_cls_accuracy": 0.5935314685314685, "iteration": 137819, "loss_box_reg": 0.22692270949482918, "loss_cls": 0.20410846883896738, "loss_mask": 0.2454624017700553, "loss_rpn_cls": 0.037983536705723964, "loss_rpn_loc": 0.06838051520753652, "loss_sem_seg": 0.29127312917262316, "lr": 0.02, "mask_rcnn/accuracy": 0.8907939866964101, "mask_rcnn/false_negative": 0.09322622513738746, "mask_rcnn/false_positive": 0.13065856079192284, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.577008651001961, "total_loss": 1.1557188129954739} {"data_time": 0.012017041000945028, "eta_seconds": 74901.62678359015, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.3584075984990619, "fast_rcnn/fg_cls_accuracy": 0.6367847091932457, "iteration": 137839, "loss_box_reg": 0.23921948205679655, "loss_cls": 0.21912451041862369, "loss_mask": 0.2587420865893364, "loss_rpn_cls": 0.04635615486768074, "loss_rpn_loc": 0.08341738431772683, "loss_sem_seg": 0.2800914361141622, "lr": 0.02, "mask_rcnn/accuracy": 0.8826477005301727, "mask_rcnn/false_negative": 0.10590739743429947, "mask_rcnn/false_positive": 0.1137360536864116, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.562404570999206, "total_loss": 1.1654931736120488} {"data_time": 0.012311782498727553, "eta_seconds": 74947.75887354063, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.34327219458601643, "fast_rcnn/fg_cls_accuracy": 0.6155734406438631, "iteration": 137859, "loss_box_reg": 0.24557914165779948, "loss_cls": 0.22158891148865223, "loss_mask": 0.2509982632473111, "loss_rpn_cls": 0.04727656028990168, "loss_rpn_loc": 0.07655944384168833, "loss_sem_seg": 0.30472279503010213, "lr": 0.02, "mask_rcnn/accuracy": 0.8869705155385925, "mask_rcnn/false_negative": 0.10289571470871138, "mask_rcnn/false_positive": 0.13003681702006376, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.5748941865022061, "total_loss": 1.111499550897861} {"data_time": 0.011492896999698132, "eta_seconds": 74936.41526953074, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.35742331855136733, "fast_rcnn/fg_cls_accuracy": 0.62834903917221, "iteration": 137879, "loss_box_reg": 0.22982952557504177, "loss_cls": 0.20217165676876903, "loss_mask": 0.2594214528799057, "loss_rpn_cls": 0.04069701638945844, "loss_rpn_loc": 0.07561676678596996, "loss_sem_seg": 0.30158103024587035, "lr": 0.02, "mask_rcnn/accuracy": 0.8880185695778914, "mask_rcnn/false_negative": 0.09019310589812712, "mask_rcnn/false_positive": 0.12850301157954702, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.5637374495054246, "total_loss": 1.100409386359388} {"data_time": 0.011724908996257, "eta_seconds": 74934.37626607605, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.38934911242603554, "fast_rcnn/fg_cls_accuracy": 0.5716783216783217, "iteration": 137899, "loss_box_reg": 0.22496564639732242, "loss_cls": 0.1962895868346095, "loss_mask": 0.23689562687650323, "loss_rpn_cls": 0.04326701031823177, "loss_rpn_loc": 0.08972008747514337, "loss_sem_seg": 0.3096581674180925, "lr": 0.02, "mask_rcnn/accuracy": 0.8870137551390793, "mask_rcnn/false_negative": 0.09287238238921466, "mask_rcnn/false_positive": 0.12642645400249933, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5675479985075071, "total_loss": 1.098495346173877} {"data_time": 0.013013041498197708, "eta_seconds": 74923.03125335608, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3053400549400791, "fast_rcnn/fg_cls_accuracy": 0.6709530104554741, "iteration": 137919, "loss_box_reg": 0.2431157324463129, "loss_cls": 0.23430303763598204, "loss_mask": 0.26472323341295123, "loss_rpn_cls": 0.04504622920649126, "loss_rpn_loc": 0.07238439962384291, "loss_sem_seg": 0.3095929459668696, "lr": 0.02, "mask_rcnn/accuracy": 0.885175644251426, "mask_rcnn/false_negative": 0.09500699534942134, "mask_rcnn/false_positive": 0.12171945650414923, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5625710660096956, "total_loss": 1.1832783221179852} {"data_time": 0.01205964799009962, "eta_seconds": 74955.61864330157, "fast_rcnn/cls_accuracy": 0.91259765625, "fast_rcnn/false_negative": 0.4018327605956472, "fast_rcnn/fg_cls_accuracy": 0.5457859790622837, "iteration": 137939, "loss_box_reg": 0.24273345060646534, "loss_cls": 0.2234583660028875, "loss_mask": 0.26555169792845845, "loss_rpn_cls": 0.04354387419880368, "loss_rpn_loc": 0.06994260818464682, "loss_sem_seg": 0.30914094066247344, "lr": 0.02, "mask_rcnn/accuracy": 0.872765169773831, "mask_rcnn/false_negative": 0.11829475839823589, "mask_rcnn/false_positive": 0.14957865104572576, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5725334944945644, "total_loss": 1.1286078521661693} {"data_time": 0.012264939497981686, "eta_seconds": 74944.2669772316, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.24751689326711715, "fast_rcnn/fg_cls_accuracy": 0.6839866863905326, "iteration": 137959, "loss_box_reg": 0.22687287000007927, "loss_cls": 0.2086879787966609, "loss_mask": 0.2510010045953095, "loss_rpn_cls": 0.044319229578832164, "loss_rpn_loc": 0.07852528453804553, "loss_sem_seg": 0.31243788404390216, "lr": 0.02, "mask_rcnn/accuracy": 0.9050313981524813, "mask_rcnn/false_negative": 0.09010271733142937, "mask_rcnn/false_positive": 0.0844397902620693, "roi_head/num_bg_samples": 462.25, "roi_head/num_fg_samples": 49.75, "rpn/num_neg_anchors": 240.75, "rpn/num_pos_anchors": 15.25, "time": 0.5734873754918226, "total_loss": 1.1333377365372144} {"data_time": 0.013113023996993434, "eta_seconds": 74932.91531116163, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.3094242713807931, "fast_rcnn/fg_cls_accuracy": 0.66094934184284, "iteration": 137979, "loss_box_reg": 0.2484086388722062, "loss_cls": 0.2151110414415598, "loss_mask": 0.2584178000688553, "loss_rpn_cls": 0.034825776412617415, "loss_rpn_loc": 0.08328057319158688, "loss_sem_seg": 0.3213400891982019, "lr": 0.02, "mask_rcnn/accuracy": 0.9002914801225568, "mask_rcnn/false_negative": 0.10245444563542706, "mask_rcnn/false_positive": 0.11537926586305522, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5594473814999219, "total_loss": 1.181884486490162} {"data_time": 0.012947900002473034, "eta_seconds": 74903.81439558978, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.3065729234793983, "fast_rcnn/fg_cls_accuracy": 0.644808743169399, "iteration": 137999, "loss_box_reg": 0.22317709308117628, "loss_cls": 0.1934844790957868, "loss_mask": 0.24904626421630383, "loss_rpn_cls": 0.04396876972168684, "loss_rpn_loc": 0.08741722235572524, "loss_sem_seg": 0.3284018374979496, "lr": 0.02, "mask_rcnn/accuracy": 0.8996267292807196, "mask_rcnn/false_negative": 0.10165270649632215, "mask_rcnn/false_positive": 0.09596825058447984, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5540037475075223, "total_loss": 1.142319883860182} {"data_time": 0.012005578500975389, "eta_seconds": 74911.08965263273, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.3128007436570429, "fast_rcnn/fg_cls_accuracy": 0.6402781615547573, "iteration": 138019, "loss_box_reg": 0.23979326244443655, "loss_cls": 0.23428635019809008, "loss_mask": 0.25969635089859366, "loss_rpn_cls": 0.045294696756172925, "loss_rpn_loc": 0.0771159416763112, "loss_sem_seg": 0.3032607864588499, "lr": 0.02, "mask_rcnn/accuracy": 0.8891173679492387, "mask_rcnn/false_negative": 0.08568973468180296, "mask_rcnn/false_positive": 0.13863969605306078, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5626716699989629, "total_loss": 1.2102850613882765} {"data_time": 0.01291238350677304, "eta_seconds": 74881.11644196956, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.35930825409949013, "fast_rcnn/fg_cls_accuracy": 0.6175368394308943, "iteration": 138039, "loss_box_reg": 0.23360006790608168, "loss_cls": 0.2126098028384149, "loss_mask": 0.24998938431963325, "loss_rpn_cls": 0.04699656096636318, "loss_rpn_loc": 0.07960800366709009, "loss_sem_seg": 0.3349923016503453, "lr": 0.02, "mask_rcnn/accuracy": 0.8877691713048856, "mask_rcnn/false_negative": 0.09758635932992488, "mask_rcnn/false_positive": 0.12899646989042646, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.571463849999418, "total_loss": 1.1863078205497004} {"data_time": 0.012164030500571243, "eta_seconds": 74851.13680290226, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.3229777709169497, "fast_rcnn/fg_cls_accuracy": 0.6455989583333333, "iteration": 138059, "loss_box_reg": 0.22143946308642626, "loss_cls": 0.20599709288217127, "loss_mask": 0.25818978901952505, "loss_rpn_cls": 0.050302612042287365, "loss_rpn_loc": 0.08755704527720809, "loss_sem_seg": 0.34181710658594966, "lr": 0.02, "mask_rcnn/accuracy": 0.8679943547499862, "mask_rcnn/false_negative": 0.11375926971976148, "mask_rcnn/false_positive": 0.12927704619702363, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5612780044975807, "total_loss": 1.1838721160311252} {"data_time": 0.013095332498778589, "eta_seconds": 74858.41848834933, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.4115972430326641, "fast_rcnn/fg_cls_accuracy": 0.566465825644888, "iteration": 138079, "loss_box_reg": 0.2318493069615215, "loss_cls": 0.22416932368651032, "loss_mask": 0.2554250191897154, "loss_rpn_cls": 0.047795439924811944, "loss_rpn_loc": 0.08727668150095269, "loss_sem_seg": 0.2805219921283424, "lr": 0.02, "mask_rcnn/accuracy": 0.9026260281966512, "mask_rcnn/false_negative": 0.10508486691074928, "mask_rcnn/false_positive": 0.12290135011433138, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5717860010045115, "total_loss": 1.1383863074879628} {"data_time": 0.01296569500118494, "eta_seconds": 74816.63975272325, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.35562865497076024, "fast_rcnn/fg_cls_accuracy": 0.5923076923076922, "iteration": 138099, "loss_box_reg": 0.21760574914515018, "loss_cls": 0.19762718165293336, "loss_mask": 0.24689560383558273, "loss_rpn_cls": 0.037919997004792094, "loss_rpn_loc": 0.06441860570339486, "loss_sem_seg": 0.32472991244867444, "lr": 0.02, "mask_rcnn/accuracy": 0.899706798303737, "mask_rcnn/false_negative": 0.08661804080747165, "mask_rcnn/false_positive": 0.10652355041760406, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5623751364983036, "total_loss": 1.1278816810809076} {"data_time": 0.012507953004387673, "eta_seconds": 74810.83393035056, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.3330216403954047, "fast_rcnn/fg_cls_accuracy": 0.6112147788766561, "iteration": 138119, "loss_box_reg": 0.2231600247323513, "loss_cls": 0.184063472552225, "loss_mask": 0.25717018032446504, "loss_rpn_cls": 0.04963721317471936, "loss_rpn_loc": 0.09501538949552923, "loss_sem_seg": 0.29053320875391364, "lr": 0.02, "mask_rcnn/accuracy": 0.8949418232639591, "mask_rcnn/false_negative": 0.08343483693445955, "mask_rcnn/false_positive": 0.14418022563535887, "roi_head/num_bg_samples": 458.5, "roi_head/num_fg_samples": 53.5, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5719027015002212, "total_loss": 1.1406704626278952} {"data_time": 0.011924553495191503, "eta_seconds": 74885.21426674642, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.34983766233766234, "fast_rcnn/fg_cls_accuracy": 0.6094239973593003, "iteration": 138139, "loss_box_reg": 0.22768674115650356, "loss_cls": 0.2069989973679185, "loss_mask": 0.2535782512277365, "loss_rpn_cls": 0.04612698621349409, "loss_rpn_loc": 0.06660919118439779, "loss_sem_seg": 0.302200632635504, "lr": 0.02, "mask_rcnn/accuracy": 0.8838154949434134, "mask_rcnn/false_negative": 0.10536619043785898, "mask_rcnn/false_positive": 0.13641385206633136, "roi_head/num_bg_samples": 432.75, "roi_head/num_fg_samples": 79.25, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 0.5773586044961121, "total_loss": 1.130701469781343} {"data_time": 0.012518110001110472, "eta_seconds": 74865.49648622231, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3759157509157509, "fast_rcnn/fg_cls_accuracy": 0.5565476190476191, "iteration": 138159, "loss_box_reg": 0.21847580932080746, "loss_cls": 0.19124570512212813, "loss_mask": 0.2549321739934385, "loss_rpn_cls": 0.04372922086622566, "loss_rpn_loc": 0.06555892946198583, "loss_sem_seg": 0.3230607518926263, "lr": 0.02, "mask_rcnn/accuracy": 0.8966057146415327, "mask_rcnn/false_negative": 0.0845313850869823, "mask_rcnn/false_positive": 0.13015566828802, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 236.5, "rpn/num_pos_anchors": 19.5, "time": 0.5716006839938927, "total_loss": 1.109133092671982} {"data_time": 0.01274863399885362, "eta_seconds": 74862.49785650632, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.3229213483146067, "fast_rcnn/fg_cls_accuracy": 0.6214141414141414, "iteration": 138179, "loss_box_reg": 0.23639243422076106, "loss_cls": 0.21686878753826022, "loss_mask": 0.25250840559601784, "loss_rpn_cls": 0.03948034311179072, "loss_rpn_loc": 0.07917925954097882, "loss_sem_seg": 0.30176483606919646, "lr": 0.02, "mask_rcnn/accuracy": 0.896866264116192, "mask_rcnn/false_negative": 0.08465609169846633, "mask_rcnn/false_positive": 0.12496206540306644, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5700811024944414, "total_loss": 1.11958442942705} {"data_time": 0.013847705500666052, "eta_seconds": 74842.78261224192, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.33267978691920685, "fast_rcnn/fg_cls_accuracy": 0.5821724563569035, "iteration": 138199, "loss_box_reg": 0.24251655582338572, "loss_cls": 0.22099231462925673, "loss_mask": 0.26072691287845373, "loss_rpn_cls": 0.051434425280604046, "loss_rpn_loc": 0.08941092423629016, "loss_sem_seg": 0.31963038351386786, "lr": 0.02, "mask_rcnn/accuracy": 0.8888055831714456, "mask_rcnn/false_negative": 0.09688199476306975, "mask_rcnn/false_positive": 0.116535101732404, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.569682321503933, "total_loss": 1.1954221735941246} {"data_time": 0.013462077498843428, "eta_seconds": 74839.78144626622, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.3648926237161531, "fast_rcnn/fg_cls_accuracy": 0.57223113964687, "iteration": 138219, "loss_box_reg": 0.23288148269057274, "loss_cls": 0.2079800853971392, "loss_mask": 0.2566427174024284, "loss_rpn_cls": 0.04326517249864992, "loss_rpn_loc": 0.07161600975086913, "loss_sem_seg": 0.36309274937957525, "lr": 0.02, "mask_rcnn/accuracy": 0.90425311726253, "mask_rcnn/false_negative": 0.07599631059475548, "mask_rcnn/false_positive": 0.1099679649946565, "roi_head/num_bg_samples": 467.25, "roi_head/num_fg_samples": 44.75, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5646318790022633, "total_loss": 1.2005294368136674} {"data_time": 0.012296136497752741, "eta_seconds": 74828.42324114617, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3900537444310869, "fast_rcnn/fg_cls_accuracy": 0.5490785093772834, "iteration": 138239, "loss_box_reg": 0.23395685059949756, "loss_cls": 0.22529528383165598, "loss_mask": 0.2510620290413499, "loss_rpn_cls": 0.049220894812606275, "loss_rpn_loc": 0.08540418744087219, "loss_sem_seg": 0.3595639900304377, "lr": 0.02, "mask_rcnn/accuracy": 0.8941548889154478, "mask_rcnn/false_negative": 0.07961437814763597, "mask_rcnn/false_positive": 0.12395391616191333, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5658579409937374, "total_loss": 1.2189805116213392} {"data_time": 0.01231157399888616, "eta_seconds": 74817.06503602612, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.4031400966183575, "fast_rcnn/fg_cls_accuracy": 0.5838164251207729, "iteration": 138259, "loss_box_reg": 0.2215689616277814, "loss_cls": 0.20956255518831313, "loss_mask": 0.26088136713951826, "loss_rpn_cls": 0.0468456270173192, "loss_rpn_loc": 0.06774745229631662, "loss_sem_seg": 0.35055020544677973, "lr": 0.02, "mask_rcnn/accuracy": 0.904637272837038, "mask_rcnn/false_negative": 0.08417016997489908, "mask_rcnn/false_positive": 0.1209088646032634, "roi_head/num_bg_samples": 460.25, "roi_head/num_fg_samples": 51.75, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.565587092001806, "total_loss": 1.1892448384605814} {"data_time": 0.012592582002980635, "eta_seconds": 74779.4451542947, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3606811145510836, "fast_rcnn/fg_cls_accuracy": 0.6116071428571428, "iteration": 138279, "loss_box_reg": 0.21811606851406395, "loss_cls": 0.2017965146806091, "loss_mask": 0.2549753515049815, "loss_rpn_cls": 0.040308522060513496, "loss_rpn_loc": 0.07893228079774417, "loss_sem_seg": 0.3599292254075408, "lr": 0.02, "mask_rcnn/accuracy": 0.8773594328914602, "mask_rcnn/false_negative": 0.10809223464316647, "mask_rcnn/false_positive": 0.1180967808731, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5622667695060954, "total_loss": 1.1847748594591394} {"data_time": 0.013294722004502546, "eta_seconds": 74768.09093664463, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.2561572090204735, "fast_rcnn/fg_cls_accuracy": 0.6948988668445681, "iteration": 138299, "loss_box_reg": 0.23651460092514753, "loss_cls": 0.20152342459186912, "loss_mask": 0.25366312451660633, "loss_rpn_cls": 0.042450158623978496, "loss_rpn_loc": 0.0796300427755341, "loss_sem_seg": 0.3170895939692855, "lr": 0.02, "mask_rcnn/accuracy": 0.8963958161233969, "mask_rcnn/false_negative": 0.08159867950686249, "mask_rcnn/false_positive": 0.12947088204316298, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5678005255031167, "total_loss": 1.1267730938270688} {"data_time": 0.012887297001725528, "eta_seconds": 74693.1026664357, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.27040770609319, "fast_rcnn/fg_cls_accuracy": 0.6861383824216923, "iteration": 138319, "loss_box_reg": 0.20582096697762609, "loss_cls": 0.18883709399960935, "loss_mask": 0.2472995277494192, "loss_rpn_cls": 0.04932543044560589, "loss_rpn_loc": 0.07371685531688854, "loss_sem_seg": 0.3357284979429096, "lr": 0.02, "mask_rcnn/accuracy": 0.8872167213905027, "mask_rcnn/false_negative": 0.10871307160683012, "mask_rcnn/false_positive": 0.10058540264088817, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5647624060075032, "total_loss": 1.0895053613348864} {"data_time": 0.013152543004252948, "eta_seconds": 74729.46086751333, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.27005347593582885, "fast_rcnn/fg_cls_accuracy": 0.6882007233273055, "iteration": 138339, "loss_box_reg": 0.24697197834029794, "loss_cls": 0.22739194193854928, "loss_mask": 0.26339574065059423, "loss_rpn_cls": 0.05024017731193453, "loss_rpn_loc": 0.08465584367513657, "loss_sem_seg": 0.31423164485022426, "lr": 0.02, "mask_rcnn/accuracy": 0.8932263291319413, "mask_rcnn/false_negative": 0.09550040055023035, "mask_rcnn/false_positive": 0.12473031444824621, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5801805489973049, "total_loss": 1.261110998049844} {"data_time": 0.012513370500528254, "eta_seconds": 74718.10906844337, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.3038536979346948, "fast_rcnn/fg_cls_accuracy": 0.5835664335664336, "iteration": 138359, "loss_box_reg": 0.22890837164595723, "loss_cls": 0.2237857119180262, "loss_mask": 0.2630635164678097, "loss_rpn_cls": 0.04851396501180716, "loss_rpn_loc": 0.08008468674961478, "loss_sem_seg": 0.3427868075668812, "lr": 0.02, "mask_rcnn/accuracy": 0.8997778068061757, "mask_rcnn/false_negative": 0.09323386585223167, "mask_rcnn/false_positive": 0.10270965234808131, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5667855325009441, "total_loss": 1.144077031800407} {"data_time": 0.013982353004394099, "eta_seconds": 74659.0690081252, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.3868247137477907, "fast_rcnn/fg_cls_accuracy": 0.612012987012987, "iteration": 138379, "loss_box_reg": 0.22573220496997237, "loss_cls": 0.19591642450541258, "loss_mask": 0.25285367853939533, "loss_rpn_cls": 0.04204957280308008, "loss_rpn_loc": 0.07139709161128849, "loss_sem_seg": 0.3034044108353555, "lr": 0.02, "mask_rcnn/accuracy": 0.8927496598280056, "mask_rcnn/false_negative": 0.0894732944923678, "mask_rcnn/false_positive": 0.12283907073696962, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.556450310999935, "total_loss": 1.0949955129763111} {"data_time": 0.011938277006265707, "eta_seconds": 74711.31984839424, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.379364238410596, "fast_rcnn/fg_cls_accuracy": 0.47877584554292757, "iteration": 138399, "loss_box_reg": 0.24666357424575835, "loss_cls": 0.23150429083034396, "loss_mask": 0.26779117807745934, "loss_rpn_cls": 0.05011965251469519, "loss_rpn_loc": 0.06788135628448799, "loss_sem_seg": 0.377828442491591, "lr": 0.02, "mask_rcnn/accuracy": 0.8920386904761906, "mask_rcnn/false_negative": 0.08433888410013754, "mask_rcnn/false_positive": 0.13594476391409038, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5620859940027003, "total_loss": 1.2261660514050163} {"data_time": 0.012533450499176979, "eta_seconds": 74626.55659002275, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.3242673992673992, "fast_rcnn/fg_cls_accuracy": 0.6461538461538462, "iteration": 138419, "loss_box_reg": 0.2269991971552372, "loss_cls": 0.22496616165153682, "loss_mask": 0.2530332915484905, "loss_rpn_cls": 0.053495954314712435, "loss_rpn_loc": 0.07735867695009802, "loss_sem_seg": 0.3065962987020612, "lr": 0.02, "mask_rcnn/accuracy": 0.8918307122003135, "mask_rcnn/false_negative": 0.096890616518464, "mask_rcnn/false_positive": 0.12491614211991856, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5587323514992022, "total_loss": 1.1635195207345532} {"data_time": 0.012888750003185123, "eta_seconds": 74672.70187216352, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.25968008825151684, "fast_rcnn/fg_cls_accuracy": 0.6349099099099099, "iteration": 138439, "loss_box_reg": 0.20413891738280654, "loss_cls": 0.1871162848547101, "loss_mask": 0.23920749872922897, "loss_rpn_cls": 0.039038774179061875, "loss_rpn_loc": 0.06918362141004764, "loss_sem_seg": 0.3252356178127229, "lr": 0.02, "mask_rcnn/accuracy": 0.8944784176820104, "mask_rcnn/false_negative": 0.09102577157789338, "mask_rcnn/false_positive": 0.11546320419731644, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5682106289968942, "total_loss": 1.0513770210673101} {"data_time": 0.012870569007645827, "eta_seconds": 74695.14243136937, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.33239700374531833, "fast_rcnn/fg_cls_accuracy": 0.600338935178647, "iteration": 138459, "loss_box_reg": 0.21274979133158922, "loss_cls": 0.20178720727562904, "loss_mask": 0.25935572292655706, "loss_rpn_cls": 0.043596059007541044, "loss_rpn_loc": 0.07750700387987308, "loss_sem_seg": 0.2952681416645646, "lr": 0.02, "mask_rcnn/accuracy": 0.8828217517190038, "mask_rcnn/false_negative": 0.09340776158877555, "mask_rcnn/false_positive": 0.14225584666606106, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5689291495000361, "total_loss": 1.1035904402633605} {"data_time": 0.012273893000383396, "eta_seconds": 74665.90297779393, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3634460547504026, "fast_rcnn/fg_cls_accuracy": 0.5979901051329624, "iteration": 138479, "loss_box_reg": 0.259704879950732, "loss_cls": 0.2174343573860824, "loss_mask": 0.25974539015442133, "loss_rpn_cls": 0.04313754697795957, "loss_rpn_loc": 0.06598798269988038, "loss_sem_seg": 0.319937392603606, "lr": 0.02, "mask_rcnn/accuracy": 0.8840408842644334, "mask_rcnn/false_negative": 0.07925836629030097, "mask_rcnn/false_positive": 0.14575302305734492, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5587018114965758, "total_loss": 1.1805627427238505} {"data_time": 0.012840060007874854, "eta_seconds": 74638.64647495364, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3835424836601307, "fast_rcnn/fg_cls_accuracy": 0.5531983285117326, "iteration": 138499, "loss_box_reg": 0.24522121879272163, "loss_cls": 0.21886249212548137, "loss_mask": 0.2647435897961259, "loss_rpn_cls": 0.04280842625303194, "loss_rpn_loc": 0.07814546464942396, "loss_sem_seg": 0.32025441038422287, "lr": 0.02, "mask_rcnn/accuracy": 0.8786836704378721, "mask_rcnn/false_negative": 0.09029621607430513, "mask_rcnn/false_positive": 0.12788191898035026, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5666425554954913, "total_loss": 1.1933804184081964} {"data_time": 0.014145392000500578, "eta_seconds": 74672.74680308913, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.29119791666666667, "fast_rcnn/fg_cls_accuracy": 0.6908771929824562, "iteration": 138519, "loss_box_reg": 0.23875647876411676, "loss_cls": 0.2293196115642786, "loss_mask": 0.2575254337862134, "loss_rpn_cls": 0.03475185780553147, "loss_rpn_loc": 0.06968966487329453, "loss_sem_seg": 0.3186854454688728, "lr": 0.02, "mask_rcnn/accuracy": 0.9089289644048163, "mask_rcnn/false_negative": 0.08650332762361362, "mask_rcnn/false_positive": 0.10437050202006082, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5814139234935283, "total_loss": 1.0925594922737218} {"data_time": 0.012637930492928717, "eta_seconds": 74661.38809014915, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.3566960562373407, "fast_rcnn/fg_cls_accuracy": 0.5891433128275234, "iteration": 138539, "loss_box_reg": 0.22996988194063306, "loss_cls": 0.21085013449192047, "loss_mask": 0.2509849350899458, "loss_rpn_cls": 0.051105876205838285, "loss_rpn_loc": 0.08402406547975261, "loss_sem_seg": 0.306563772726804, "lr": 0.02, "mask_rcnn/accuracy": 0.9060754532193861, "mask_rcnn/false_negative": 0.08890063378133134, "mask_rcnn/false_positive": 0.10743031540456745, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5615251150011318, "total_loss": 1.1962257711566053} {"data_time": 0.012241210999491159, "eta_seconds": 74646.69195922537, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.34854717311395067, "fast_rcnn/fg_cls_accuracy": 0.642832137230877, "iteration": 138559, "loss_box_reg": 0.22734479419887066, "loss_cls": 0.2058658228488639, "loss_mask": 0.24995724577456713, "loss_rpn_cls": 0.04470748151652515, "loss_rpn_loc": 0.07990031264489517, "loss_sem_seg": 0.31710892682895064, "lr": 0.02, "mask_rcnn/accuracy": 0.8833443439952561, "mask_rcnn/false_negative": 0.098378494472327, "mask_rcnn/false_positive": 0.11162135001164553, "roi_head/num_bg_samples": 463.25, "roi_head/num_fg_samples": 48.75, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.5743099405008252, "total_loss": 1.1663861221895786} {"data_time": 0.012995306497032288, "eta_seconds": 74564.18071634337, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.36811201445347785, "fast_rcnn/fg_cls_accuracy": 0.6149419729206963, "iteration": 138579, "loss_box_reg": 0.22149065230041742, "loss_cls": 0.20626024808734655, "loss_mask": 0.25851089134812355, "loss_rpn_cls": 0.050686729344306514, "loss_rpn_loc": 0.0947619149228558, "loss_sem_seg": 0.317082978785038, "lr": 0.02, "mask_rcnn/accuracy": 0.8895931668121794, "mask_rcnn/false_negative": 0.10035344783978584, "mask_rcnn/false_positive": 0.10964750285867594, "roi_head/num_bg_samples": 458.5, "roi_head/num_fg_samples": 53.5, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5599828099948354, "total_loss": 1.1533654360100627} {"data_time": 0.013299274498422164, "eta_seconds": 74473.30012367165, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.34199134199134196, "fast_rcnn/fg_cls_accuracy": 0.6292517006802721, "iteration": 138599, "loss_box_reg": 0.2272202274762094, "loss_cls": 0.19384866347536445, "loss_mask": 0.25343698961660266, "loss_rpn_cls": 0.035764062486123294, "loss_rpn_loc": 0.06803693337133154, "loss_sem_seg": 0.31780452746897936, "lr": 0.02, "mask_rcnn/accuracy": 0.8898288093026641, "mask_rcnn/false_negative": 0.08791111792259168, "mask_rcnn/false_positive": 0.13733443547994745, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.5627982664955198, "total_loss": 1.0682394481264055} {"data_time": 0.012272281499463134, "eta_seconds": 74391.21276864543, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.2990114007813123, "fast_rcnn/fg_cls_accuracy": 0.5905778240499739, "iteration": 138619, "loss_box_reg": 0.228064582683146, "loss_cls": 0.20882849884219468, "loss_mask": 0.24572098022326827, "loss_rpn_cls": 0.048089146410347894, "loss_rpn_loc": 0.077552329225, "loss_sem_seg": 0.3270983984693885, "lr": 0.02, "mask_rcnn/accuracy": 0.9078814382896016, "mask_rcnn/false_negative": 0.07327506757348884, "mask_rcnn/false_positive": 0.11460926114251155, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5572480025002733, "total_loss": 1.1343667338369414} {"data_time": 0.013393495501077268, "eta_seconds": 74436.8735230189, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.34798534798534797, "fast_rcnn/fg_cls_accuracy": 0.6215980281400841, "iteration": 138639, "loss_box_reg": 0.22838824847713113, "loss_cls": 0.20117216045036912, "loss_mask": 0.24268979113548994, "loss_rpn_cls": 0.04667526488628937, "loss_rpn_loc": 0.07482739735860378, "loss_sem_seg": 0.30661312281154096, "lr": 0.02, "mask_rcnn/accuracy": 0.887123547335601, "mask_rcnn/false_negative": 0.09369104271512278, "mask_rcnn/false_positive": 0.10500238398631209, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5685938415044802, "total_loss": 1.0944804972968996} {"data_time": 0.01265209200209938, "eta_seconds": 74425.54034596894, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.36910203548573667, "fast_rcnn/fg_cls_accuracy": 0.6170765027322405, "iteration": 138659, "loss_box_reg": 0.23999124811962247, "loss_cls": 0.21887660212814808, "loss_mask": 0.24799349438399076, "loss_rpn_cls": 0.044459145807195455, "loss_rpn_loc": 0.08156605216208845, "loss_sem_seg": 0.32056870963424444, "lr": 0.02, "mask_rcnn/accuracy": 0.8943886377447008, "mask_rcnn/false_negative": 0.08381548796509877, "mask_rcnn/false_positive": 0.12726322474448298, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5590393130041775, "total_loss": 1.1834764503291808} {"data_time": 0.013021578997722827, "eta_seconds": 74424.7341235055, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.269973544973545, "fast_rcnn/fg_cls_accuracy": 0.7040816326530612, "iteration": 138679, "loss_box_reg": 0.2430715775117278, "loss_cls": 0.22605665866285563, "loss_mask": 0.2562664421275258, "loss_rpn_cls": 0.04322899048565887, "loss_rpn_loc": 0.07710869348375127, "loss_sem_seg": 0.33681829273700714, "lr": 0.02, "mask_rcnn/accuracy": 0.886901160803113, "mask_rcnn/false_negative": 0.07806088339366123, "mask_rcnn/false_positive": 0.13239206729385689, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5692382440029178, "total_loss": 1.203852565784473} {"data_time": 0.013034898009209428, "eta_seconds": 74402.87399186901, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.33039036387715204, "fast_rcnn/fg_cls_accuracy": 0.5873601326150021, "iteration": 138699, "loss_box_reg": 0.2432903670705855, "loss_cls": 0.2151455811690539, "loss_mask": 0.2509277807548642, "loss_rpn_cls": 0.04411432024789974, "loss_rpn_loc": 0.09343913311022334, "loss_sem_seg": 0.28890197025611997, "lr": 0.02, "mask_rcnn/accuracy": 0.8869137446044139, "mask_rcnn/false_negative": 0.10582743490084029, "mask_rcnn/false_positive": 0.10763460040165129, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.560273025999777, "total_loss": 1.1592887325095944} {"data_time": 0.013515296006517019, "eta_seconds": 74329.80822168902, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.3174436090225564, "fast_rcnn/fg_cls_accuracy": 0.6479540532178218, "iteration": 138719, "loss_box_reg": 0.21401661541312933, "loss_cls": 0.18849308893550187, "loss_mask": 0.25114554539322853, "loss_rpn_cls": 0.041394157698960043, "loss_rpn_loc": 0.06773005006834865, "loss_sem_seg": 0.29515024134889245, "lr": 0.02, "mask_rcnn/accuracy": 0.9136394557823129, "mask_rcnn/false_negative": 0.07926632643463702, "mask_rcnn/false_positive": 0.09417381019644616, "roi_head/num_bg_samples": 459.5, "roi_head/num_fg_samples": 52.5, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.550502932004747, "total_loss": 1.083727324497886} {"data_time": 0.01233024649991421, "eta_seconds": 74284.46068003819, "fast_rcnn/cls_accuracy": 0.912109375, "fast_rcnn/false_negative": 0.37260235332043845, "fast_rcnn/fg_cls_accuracy": 0.5926136363636363, "iteration": 138739, "loss_box_reg": 0.2339384825900197, "loss_cls": 0.22088940255343914, "loss_mask": 0.26994339283555746, "loss_rpn_cls": 0.048275480745360255, "loss_rpn_loc": 0.08282545447582379, "loss_sem_seg": 0.3679033340886235, "lr": 0.02, "mask_rcnn/accuracy": 0.886206216370033, "mask_rcnn/false_negative": 0.09802243714266638, "mask_rcnn/false_positive": 0.13812054312888364, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5567051944963168, "total_loss": 1.2267845339374617} {"data_time": 0.012445125496014953, "eta_seconds": 74290.67877587723, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.3190302820157189, "fast_rcnn/fg_cls_accuracy": 0.6220831204224153, "iteration": 138759, "loss_box_reg": 0.24243656359612942, "loss_cls": 0.21819337643682957, "loss_mask": 0.2508152099326253, "loss_rpn_cls": 0.0499656776082702, "loss_rpn_loc": 0.07478397354134358, "loss_sem_seg": 0.3201192570850253, "lr": 0.02, "mask_rcnn/accuracy": 0.9044276173388015, "mask_rcnn/false_negative": 0.08382085469674261, "mask_rcnn/false_positive": 0.10531169171896548, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5665808639969327, "total_loss": 1.1508702572027687} {"data_time": 0.012599494999449234, "eta_seconds": 74261.92414937844, "fast_rcnn/cls_accuracy": 0.912109375, "fast_rcnn/false_negative": 0.3668743372216331, "fast_rcnn/fg_cls_accuracy": 0.564453125, "iteration": 138779, "loss_box_reg": 0.2287647849880159, "loss_cls": 0.22593261627480388, "loss_mask": 0.256993125192821, "loss_rpn_cls": 0.04851040174253285, "loss_rpn_loc": 0.07666499118204229, "loss_sem_seg": 0.307003679452464, "lr": 0.02, "mask_rcnn/accuracy": 0.8711214264491958, "mask_rcnn/false_negative": 0.10244675550365034, "mask_rcnn/false_positive": 0.12388947768053886, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5513643689992023, "total_loss": 1.1857870376261417} {"data_time": 0.01158989050600212, "eta_seconds": 74234.1148921476, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.32582618915929207, "fast_rcnn/fg_cls_accuracy": 0.6540442027308493, "iteration": 138799, "loss_box_reg": 0.23089253343641758, "loss_cls": 0.20112100057303905, "loss_mask": 0.25431865407153964, "loss_rpn_cls": 0.04305123779340647, "loss_rpn_loc": 0.08820163493510336, "loss_sem_seg": 0.3124959690030664, "lr": 0.02, "mask_rcnn/accuracy": 0.8879971219256934, "mask_rcnn/false_negative": 0.09619669689262587, "mask_rcnn/false_positive": 0.129409415490163, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5544379920029314, "total_loss": 1.1551987458951771} {"data_time": 0.013055427501967642, "eta_seconds": 74196.31768763113, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.3561507936507936, "fast_rcnn/fg_cls_accuracy": 0.5669642857142857, "iteration": 138819, "loss_box_reg": 0.23811462428420782, "loss_cls": 0.234893279382959, "loss_mask": 0.25376374647021294, "loss_rpn_cls": 0.04141204385086894, "loss_rpn_loc": 0.09178522805450484, "loss_sem_seg": 0.2958366465754807, "lr": 0.02, "mask_rcnn/accuracy": 0.8781342606785203, "mask_rcnn/false_negative": 0.10332044779439681, "mask_rcnn/false_positive": 0.1326618750995288, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5757771990101901, "total_loss": 1.1904752372647636} {"data_time": 0.011991143510385882, "eta_seconds": 74211.4827125477, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.3673245614035088, "fast_rcnn/fg_cls_accuracy": 0.5847235238987816, "iteration": 138839, "loss_box_reg": 0.23448171094059944, "loss_cls": 0.20574936410412192, "loss_mask": 0.25729647278785706, "loss_rpn_cls": 0.04232877938193269, "loss_rpn_loc": 0.08082944893976673, "loss_sem_seg": 0.33436359697952867, "lr": 0.02, "mask_rcnn/accuracy": 0.8953312410490513, "mask_rcnn/false_negative": 0.09670507748225449, "mask_rcnn/false_positive": 0.13136258343832785, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5670611135064973, "total_loss": 1.1245565423851076} {"data_time": 0.012693823002337012, "eta_seconds": 74141.8374670613, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3798749080206034, "fast_rcnn/fg_cls_accuracy": 0.6185051958433254, "iteration": 138859, "loss_box_reg": 0.217582487501204, "loss_cls": 0.20665710885077715, "loss_mask": 0.24391490407288074, "loss_rpn_cls": 0.04386742888891604, "loss_rpn_loc": 0.07444972032681108, "loss_sem_seg": 0.33675522450357676, "lr": 0.02, "mask_rcnn/accuracy": 0.90342628867023, "mask_rcnn/false_negative": 0.08673009292456824, "mask_rcnn/false_positive": 0.10023465072117015, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5617522030079272, "total_loss": 1.1342435427213786} {"data_time": 0.013546778005547822, "eta_seconds": 74155.89267996399, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.33978842832469774, "fast_rcnn/fg_cls_accuracy": 0.6340201465201465, "iteration": 138879, "loss_box_reg": 0.22702280874364078, "loss_cls": 0.21717679873108864, "loss_mask": 0.2511685732752085, "loss_rpn_cls": 0.043417626151494915, "loss_rpn_loc": 0.07863560764235444, "loss_sem_seg": 0.277836580760777, "lr": 0.02, "mask_rcnn/accuracy": 0.8926158738636077, "mask_rcnn/false_negative": 0.0829864490494851, "mask_rcnn/false_positive": 0.13724372459606687, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 234.75, "rpn/num_pos_anchors": 21.25, "time": 0.573990122989926, "total_loss": 1.071609030594118} {"data_time": 0.011760152003262192, "eta_seconds": 74144.58161725398, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.39827586206896554, "fast_rcnn/fg_cls_accuracy": 0.5807549085985105, "iteration": 138899, "loss_box_reg": 0.23251547617837787, "loss_cls": 0.21559578413143754, "loss_mask": 0.25948343286290765, "loss_rpn_cls": 0.0399649773753481, "loss_rpn_loc": 0.07375370850786567, "loss_sem_seg": 0.3055183521937579, "lr": 0.02, "mask_rcnn/accuracy": 0.8764222622823138, "mask_rcnn/false_negative": 0.10859801982845083, "mask_rcnn/false_positive": 0.13651627314870313, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5688231960011763, "total_loss": 1.1736442723376967} {"data_time": 0.01262331850011833, "eta_seconds": 74118.48940165668, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.38832815734989645, "fast_rcnn/fg_cls_accuracy": 0.5592507181292228, "iteration": 138919, "loss_box_reg": 0.2254519392736256, "loss_cls": 0.20855441456660628, "loss_mask": 0.26355610881000757, "loss_rpn_cls": 0.04451114166295156, "loss_rpn_loc": 0.06525371636962518, "loss_sem_seg": 0.2842627139762044, "lr": 0.02, "mask_rcnn/accuracy": 0.893394928994325, "mask_rcnn/false_negative": 0.09006041066028012, "mask_rcnn/false_positive": 0.10057710157666098, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5630529905029107, "total_loss": 1.1286578529980034} {"data_time": 0.012216722003358882, "eta_seconds": 74037.58536973497, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3639233954451346, "fast_rcnn/fg_cls_accuracy": 0.554380272550292, "iteration": 138939, "loss_box_reg": 0.22254057740792632, "loss_cls": 0.1997740245424211, "loss_mask": 0.2644159784540534, "loss_rpn_cls": 0.04766163069871254, "loss_rpn_loc": 0.07919201592449099, "loss_sem_seg": 0.3054754976183176, "lr": 0.02, "mask_rcnn/accuracy": 0.8846316265071811, "mask_rcnn/false_negative": 0.09296321609881739, "mask_rcnn/false_positive": 0.14332294236254672, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5563068394985748, "total_loss": 1.136515927966684} {"data_time": 0.013698525996005628, "eta_seconds": 74026.28718257483, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.3277823920265781, "fast_rcnn/fg_cls_accuracy": 0.5936781609195403, "iteration": 138959, "loss_box_reg": 0.25206254376098514, "loss_cls": 0.23381968634203076, "loss_mask": 0.25337699241936207, "loss_rpn_cls": 0.04779639490880072, "loss_rpn_loc": 0.075365054566646, "loss_sem_seg": 0.34541989397257566, "lr": 0.02, "mask_rcnn/accuracy": 0.8999807357276869, "mask_rcnn/false_negative": 0.1025738945115359, "mask_rcnn/false_positive": 0.10158254907476283, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5693766100011999, "total_loss": 1.1761159434900037} {"data_time": 0.012788523999915924, "eta_seconds": 74014.9889954147, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.37433155080213903, "fast_rcnn/fg_cls_accuracy": 0.5516298676906382, "iteration": 138979, "loss_box_reg": 0.22665371373295784, "loss_cls": 0.2184963128529489, "loss_mask": 0.25128410663455725, "loss_rpn_cls": 0.061571040510898456, "loss_rpn_loc": 0.0751018212758936, "loss_sem_seg": 0.3044965313747525, "lr": 0.02, "mask_rcnn/accuracy": 0.9002017765148017, "mask_rcnn/false_negative": 0.08936117771895388, "mask_rcnn/false_positive": 0.12608600561601863, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.5633648080038256, "total_loss": 1.1887557205045596} {"data_time": 0.01237521800067043, "eta_seconds": 74003.69080825456, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.2719887955182073, "fast_rcnn/fg_cls_accuracy": 0.6281876138433515, "iteration": 138999, "loss_box_reg": 0.22862411756068468, "loss_cls": 0.2105871243402362, "loss_mask": 0.25218274537473917, "loss_rpn_cls": 0.047611015499569476, "loss_rpn_loc": 0.07603753771400079, "loss_sem_seg": 0.3052179750520736, "lr": 0.02, "mask_rcnn/accuracy": 0.9074492213637504, "mask_rcnn/false_negative": 0.07964549537040491, "mask_rcnn/false_positive": 0.10734626279420835, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5631781359988963, "total_loss": 1.1003835929441266} {"data_time": 0.013019316000281833, "eta_seconds": 74037.9461756027, "fast_rcnn/cls_accuracy": 0.91015625, "fast_rcnn/false_negative": 0.3824685534591195, "fast_rcnn/fg_cls_accuracy": 0.5857699805068226, "iteration": 139019, "loss_box_reg": 0.23700822098180652, "loss_cls": 0.2178314735647291, "loss_mask": 0.2558021587319672, "loss_rpn_cls": 0.04955901358334813, "loss_rpn_loc": 0.0873752040497493, "loss_sem_seg": 0.33677933225408196, "lr": 0.02, "mask_rcnn/accuracy": 0.8934464199531164, "mask_rcnn/false_negative": 0.09789507327691754, "mask_rcnn/false_positive": 0.1168444517642863, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.5752926829954959, "total_loss": 1.184583842055872} {"data_time": 0.013258462000521831, "eta_seconds": 73993.89803211711, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.4056566455696202, "fast_rcnn/fg_cls_accuracy": 0.5549639299209894, "iteration": 139039, "loss_box_reg": 0.23466073255985975, "loss_cls": 0.2125515998341143, "loss_mask": 0.26013656705617905, "loss_rpn_cls": 0.04153477554791607, "loss_rpn_loc": 0.07776400080183521, "loss_sem_seg": 0.31781739462167025, "lr": 0.02, "mask_rcnn/accuracy": 0.8848572429801944, "mask_rcnn/false_negative": 0.08641107097904818, "mask_rcnn/false_positive": 0.1301809893826216, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.553788095494383, "total_loss": 1.181271410518093} {"data_time": 0.012333603495790157, "eta_seconds": 73974.18794265325, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.25638138138138133, "fast_rcnn/fg_cls_accuracy": 0.6984906984906984, "iteration": 139059, "loss_box_reg": 0.21302955108694732, "loss_cls": 0.1944359545595944, "loss_mask": 0.24893626617267728, "loss_rpn_cls": 0.04349761619232595, "loss_rpn_loc": 0.07824853772763163, "loss_sem_seg": 0.3463550927117467, "lr": 0.02, "mask_rcnn/accuracy": 0.8935770021149485, "mask_rcnn/false_negative": 0.10046202597384132, "mask_rcnn/false_positive": 0.10904457226580605, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5574101849997533, "total_loss": 1.2172434184103622} {"data_time": 0.013635036491905339, "eta_seconds": 73962.88908470309, "fast_rcnn/cls_accuracy": 0.912109375, "fast_rcnn/false_negative": 0.3818054092026695, "fast_rcnn/fg_cls_accuracy": 0.5741313953749188, "iteration": 139079, "loss_box_reg": 0.22721333941444755, "loss_cls": 0.2202428737655282, "loss_mask": 0.25591725297272205, "loss_rpn_cls": 0.045985324890352786, "loss_rpn_loc": 0.08139031667087693, "loss_sem_seg": 0.326915105804801, "lr": 0.02, "mask_rcnn/accuracy": 0.8840560385890056, "mask_rcnn/false_negative": 0.09055100735234001, "mask_rcnn/false_positive": 0.13139447254533881, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 196.5, "rpn/num_pos_anchors": 59.5, "time": 0.5677023105090484, "total_loss": 1.1675924352603033} {"data_time": 0.011689025501254946, "eta_seconds": 73951.59022675292, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.3333333333333333, "fast_rcnn/fg_cls_accuracy": 0.6145415664260893, "iteration": 139099, "loss_box_reg": 0.22291325125843287, "loss_cls": 0.2037414819933474, "loss_mask": 0.25692446529865265, "loss_rpn_cls": 0.04322444909485057, "loss_rpn_loc": 0.06708633137168363, "loss_sem_seg": 0.30848142923787236, "lr": 0.02, "mask_rcnn/accuracy": 0.8835729329107058, "mask_rcnn/false_negative": 0.08934078097154563, "mask_rcnn/false_positive": 0.1356066706448108, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.5535313555010362, "total_loss": 1.1257738466665614} {"data_time": 0.012375437996524852, "eta_seconds": 73893.31032288898, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.33766615334738204, "fast_rcnn/fg_cls_accuracy": 0.6392309910206772, "iteration": 139119, "loss_box_reg": 0.22295314096845686, "loss_cls": 0.2064947080798447, "loss_mask": 0.24715026188641787, "loss_rpn_cls": 0.04195590037852526, "loss_rpn_loc": 0.07732833130285144, "loss_sem_seg": 0.3095980903599411, "lr": 0.02, "mask_rcnn/accuracy": 0.894900079077734, "mask_rcnn/false_negative": 0.0907235618600511, "mask_rcnn/false_positive": 0.12031941728122567, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.549221454995859, "total_loss": 1.0967889270104934} {"data_time": 0.012403206492308527, "eta_seconds": 73831.31190565237, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.31983805668016196, "fast_rcnn/fg_cls_accuracy": 0.680161943319838, "iteration": 139139, "loss_box_reg": 0.22182640014216304, "loss_cls": 0.1968435407616198, "loss_mask": 0.24281812412664294, "loss_rpn_cls": 0.04305194824701175, "loss_rpn_loc": 0.065311615326209, "loss_sem_seg": 0.3365879850462079, "lr": 0.02, "mask_rcnn/accuracy": 0.8869603856580226, "mask_rcnn/false_negative": 0.09370787557981478, "mask_rcnn/false_positive": 0.12262024501841447, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 236.25, "rpn/num_pos_anchors": 19.75, "time": 0.5615161880050437, "total_loss": 1.087668064981699} {"data_time": 0.012952007498824969, "eta_seconds": 73820.0279766123, "fast_rcnn/cls_accuracy": 0.9052734375, "fast_rcnn/false_negative": 0.34870862975564487, "fast_rcnn/fg_cls_accuracy": 0.6075546116504854, "iteration": 139159, "loss_box_reg": 0.2493098541162908, "loss_cls": 0.22600746527314186, "loss_mask": 0.2684099404141307, "loss_rpn_cls": 0.045366656268015504, "loss_rpn_loc": 0.0806599497445859, "loss_sem_seg": 0.3418027670122683, "lr": 0.02, "mask_rcnn/accuracy": 0.8879303415513304, "mask_rcnn/false_negative": 0.09040799565937527, "mask_rcnn/false_positive": 0.11920748735013773, "roi_head/num_bg_samples": 433.0, "roi_head/num_fg_samples": 79.0, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.5683308355000918, "total_loss": 1.2327256384887733} {"data_time": 0.012960331005160697, "eta_seconds": 73803.05418452565, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.31193092621664054, "fast_rcnn/fg_cls_accuracy": 0.6184087848337304, "iteration": 139179, "loss_box_reg": 0.239804376848042, "loss_cls": 0.2052574974950403, "loss_mask": 0.2552535617724061, "loss_rpn_cls": 0.04452167058479972, "loss_rpn_loc": 0.07549456431297585, "loss_sem_seg": 0.2962071541696787, "lr": 0.02, "mask_rcnn/accuracy": 0.8856794217687075, "mask_rcnn/false_negative": 0.09073936535780659, "mask_rcnn/false_positive": 0.1435834809244365, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5605476330019883, "total_loss": 1.131404619460227} {"data_time": 0.012424431501131039, "eta_seconds": 73766.23321099243, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.2978627873563219, "fast_rcnn/fg_cls_accuracy": 0.6624098788157693, "iteration": 139199, "loss_box_reg": 0.22789358557201922, "loss_cls": 0.20827879616990685, "loss_mask": 0.2536867940798402, "loss_rpn_cls": 0.042596209910698235, "loss_rpn_loc": 0.07673795137088746, "loss_sem_seg": 0.315026605501771, "lr": 0.02, "mask_rcnn/accuracy": 0.9044549445173222, "mask_rcnn/false_negative": 0.08287438901672155, "mask_rcnn/false_positive": 0.1183513536014481, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5605572355052573, "total_loss": 1.131279652530793} {"data_time": 0.013402993507042993, "eta_seconds": 73754.95405667236, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.33521564327485376, "fast_rcnn/fg_cls_accuracy": 0.6297564687975648, "iteration": 139219, "loss_box_reg": 0.24060778878629208, "loss_cls": 0.21193280955776572, "loss_mask": 0.2594858482480049, "loss_rpn_cls": 0.04991558862820966, "loss_rpn_loc": 0.0929630579194054, "loss_sem_seg": 0.33214029483497143, "lr": 0.02, "mask_rcnn/accuracy": 0.8865036168577021, "mask_rcnn/false_negative": 0.09645573481053049, "mask_rcnn/false_positive": 0.12232109200325125, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5686170140033937, "total_loss": 1.1959002910443814} {"data_time": 0.012241579992405605, "eta_seconds": 73715.04053131651, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.3106197106197106, "fast_rcnn/fg_cls_accuracy": 0.6705426356589147, "iteration": 139239, "loss_box_reg": 0.23272889363579452, "loss_cls": 0.19708625599741936, "loss_mask": 0.2560539748519659, "loss_rpn_cls": 0.042712022903288016, "loss_rpn_loc": 0.08710916829295456, "loss_sem_seg": 0.2995735793374479, "lr": 0.02, "mask_rcnn/accuracy": 0.8987680803767019, "mask_rcnn/false_negative": 0.08396800524624952, "mask_rcnn/false_positive": 0.11428113650348075, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.5599162165017333, "total_loss": 1.1610129326581955} {"data_time": 0.012552340507681947, "eta_seconds": 73703.76575664649, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.33747412008281574, "fast_rcnn/fg_cls_accuracy": 0.6394652217963966, "iteration": 139259, "loss_box_reg": 0.23171757999807596, "loss_cls": 0.21145609859377146, "loss_mask": 0.25140673806890845, "loss_rpn_cls": 0.04170490286196582, "loss_rpn_loc": 0.08728520770091563, "loss_sem_seg": 0.3573523359373212, "lr": 0.02, "mask_rcnn/accuracy": 0.8953561477782602, "mask_rcnn/false_negative": 0.08580129100579281, "mask_rcnn/false_positive": 0.11258780224774902, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5654067420036881, "total_loss": 1.204113342668279} {"data_time": 0.012728388501273002, "eta_seconds": 73679.6967283697, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3733407079646018, "fast_rcnn/fg_cls_accuracy": 0.5873015873015873, "iteration": 139279, "loss_box_reg": 0.25307018449530005, "loss_cls": 0.2381437593139708, "loss_mask": 0.2695793015882373, "loss_rpn_cls": 0.055438056791899726, "loss_rpn_loc": 0.0852871872484684, "loss_sem_seg": 0.34962986782193184, "lr": 0.02, "mask_rcnn/accuracy": 0.8857116977225672, "mask_rcnn/false_negative": 0.11425485817187754, "mask_rcnn/false_positive": 0.11628616264653427, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5550629290009965, "total_loss": 1.261860695638461} {"data_time": 0.013342962003662251, "eta_seconds": 73623.304947188, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3582642998027613, "fast_rcnn/fg_cls_accuracy": 0.6005059600377326, "iteration": 139299, "loss_box_reg": 0.2292581421788782, "loss_cls": 0.2123650461435318, "loss_mask": 0.25443364307284355, "loss_rpn_cls": 0.044456709758378565, "loss_rpn_loc": 0.07411497284192592, "loss_sem_seg": 0.3510012961924076, "lr": 0.02, "mask_rcnn/accuracy": 0.8741694771128791, "mask_rcnn/false_negative": 0.10983841306028581, "mask_rcnn/false_positive": 0.131800725086208, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.5631455904949689, "total_loss": 1.1536026650719577} {"data_time": 0.012234614507178776, "eta_seconds": 73612.03903415792, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.419371139809096, "fast_rcnn/fg_cls_accuracy": 0.5596677311435523, "iteration": 139319, "loss_box_reg": 0.23840393126010895, "loss_cls": 0.22775980457663536, "loss_mask": 0.2743684845045209, "loss_rpn_cls": 0.053846142058318947, "loss_rpn_loc": 0.08877996128285304, "loss_sem_seg": 0.3019468600396067, "lr": 0.02, "mask_rcnn/accuracy": 0.8963283527696793, "mask_rcnn/false_negative": 0.09656272393436567, "mask_rcnn/false_positive": 0.11034260973959703, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5674462664974271, "total_loss": 1.2072110224398784} {"data_time": 0.012507182997069322, "eta_seconds": 73588.92079666695, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3440576230492197, "fast_rcnn/fg_cls_accuracy": 0.6339121190644932, "iteration": 139339, "loss_box_reg": 0.22872265777550638, "loss_cls": 0.21545761497691274, "loss_mask": 0.2557120807468891, "loss_rpn_cls": 0.047241220832802355, "loss_rpn_loc": 0.08378099219407886, "loss_sem_seg": 0.3354183561168611, "lr": 0.02, "mask_rcnn/accuracy": 0.8896089051562655, "mask_rcnn/false_negative": 0.09003493991356504, "mask_rcnn/false_positive": 0.11620505970728126, "roi_head/num_bg_samples": 456.75, "roi_head/num_fg_samples": 55.25, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5634375325025758, "total_loss": 1.16658817048301} {"data_time": 0.012519184507254977, "eta_seconds": 73589.50720809777, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.3242424242424242, "fast_rcnn/fg_cls_accuracy": 0.6570786516853933, "iteration": 139359, "loss_box_reg": 0.23700978932902217, "loss_cls": 0.22303818492218852, "loss_mask": 0.26212465669959784, "loss_rpn_cls": 0.03879218330257572, "loss_rpn_loc": 0.06921270259772427, "loss_sem_seg": 0.33185555413365364, "lr": 0.02, "mask_rcnn/accuracy": 0.8937096864581229, "mask_rcnn/false_negative": 0.09860672839567498, "mask_rcnn/false_positive": 0.11809902804916986, "roi_head/num_bg_samples": 462.25, "roi_head/num_fg_samples": 49.75, "rpn/num_neg_anchors": 236.25, "rpn/num_pos_anchors": 19.75, "time": 0.5707966040063184, "total_loss": 1.1891523045487702} {"data_time": 0.011828620001324452, "eta_seconds": 73636.11710862638, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.33255373649626907, "fast_rcnn/fg_cls_accuracy": 0.5894691780821918, "iteration": 139379, "loss_box_reg": 0.24147762870416045, "loss_cls": 0.21958835376426578, "loss_mask": 0.250024797860533, "loss_rpn_cls": 0.03974173529422842, "loss_rpn_loc": 0.07687694393098354, "loss_sem_seg": 0.29329989408142865, "lr": 0.02, "mask_rcnn/accuracy": 0.8865341669250986, "mask_rcnn/false_negative": 0.09347297576899462, "mask_rcnn/false_positive": 0.12427681451583533, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5737697555086925, "total_loss": 1.134874266848783} {"data_time": 0.012624607006728183, "eta_seconds": 73578.35497308723, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.2587128712871287, "fast_rcnn/fg_cls_accuracy": 0.6385017421602788, "iteration": 139399, "loss_box_reg": 0.23324838001281023, "loss_cls": 0.22233280027285218, "loss_mask": 0.2615781035274267, "loss_rpn_cls": 0.045275114360265434, "loss_rpn_loc": 0.07602025038795546, "loss_sem_seg": 0.29197127814404666, "lr": 0.02, "mask_rcnn/accuracy": 0.8815373006937581, "mask_rcnn/false_negative": 0.08529793152755058, "mask_rcnn/false_positive": 0.14262606770453384, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5550733154959744, "total_loss": 1.1269613005424617} {"data_time": 0.012543555996671785, "eta_seconds": 73557.88174950812, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.27961147231543626, "fast_rcnn/fg_cls_accuracy": 0.6702061855670103, "iteration": 139419, "loss_box_reg": 0.2094270451925695, "loss_cls": 0.2021845388226211, "loss_mask": 0.24555128533393145, "loss_rpn_cls": 0.0406209357897751, "loss_rpn_loc": 0.0804738650622312, "loss_sem_seg": 0.32533214148133993, "lr": 0.02, "mask_rcnn/accuracy": 0.8971039751778573, "mask_rcnn/false_negative": 0.0842633473589102, "mask_rcnn/false_positive": 0.11955634963632816, "roi_head/num_bg_samples": 464.75, "roi_head/num_fg_samples": 47.25, "rpn/num_neg_anchors": 235.0, "rpn/num_pos_anchors": 21.0, "time": 0.557321423497342, "total_loss": 1.1038714096939657} {"data_time": 0.011899573997652624, "eta_seconds": 73532.60030256644, "fast_rcnn/cls_accuracy": 0.89599609375, "fast_rcnn/false_negative": 0.38974719101123595, "fast_rcnn/fg_cls_accuracy": 0.5797771704856002, "iteration": 139439, "loss_box_reg": 0.2292267642915249, "loss_cls": 0.20572022162377834, "loss_mask": 0.25392068829387426, "loss_rpn_cls": 0.04485320969251916, "loss_rpn_loc": 0.07690116146113724, "loss_sem_seg": 0.31305901100859046, "lr": 0.02, "mask_rcnn/accuracy": 0.8768557019716131, "mask_rcnn/false_negative": 0.09593910699161329, "mask_rcnn/false_positive": 0.14322270380523427, "roi_head/num_bg_samples": 425.25, "roi_head/num_fg_samples": 86.75, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.5730585214987514, "total_loss": 1.1655534707533661} {"data_time": 0.012191511494165752, "eta_seconds": 73509.63796656721, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3116968266456858, "fast_rcnn/fg_cls_accuracy": 0.6157696192003802, "iteration": 139459, "loss_box_reg": 0.24227241205517203, "loss_cls": 0.2020289720967412, "loss_mask": 0.25084420712664723, "loss_rpn_cls": 0.048735841759480536, "loss_rpn_loc": 0.08999340992886573, "loss_sem_seg": 0.31356272706761956, "lr": 0.02, "mask_rcnn/accuracy": 0.8766818219223174, "mask_rcnn/false_negative": 0.11450103967860348, "mask_rcnn/false_positive": 0.13950792263840367, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.562187987503421, "total_loss": 1.1597713407827541} {"data_time": 0.013239500003692228, "eta_seconds": 73498.37566001731, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.46217899822018815, "fast_rcnn/fg_cls_accuracy": 0.5073099415204678, "iteration": 139479, "loss_box_reg": 0.24022388318553567, "loss_cls": 0.222012918908149, "loss_mask": 0.2659276258200407, "loss_rpn_cls": 0.051266391412355006, "loss_rpn_loc": 0.08622712423675694, "loss_sem_seg": 0.32899826020002365, "lr": 0.02, "mask_rcnn/accuracy": 0.8705750818846056, "mask_rcnn/false_negative": 0.09526893254125338, "mask_rcnn/false_positive": 0.13363572740815502, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5565834264998557, "total_loss": 1.2118834900611546} {"data_time": 0.012765082996338606, "eta_seconds": 73498.80800610613, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.34281517094017094, "fast_rcnn/fg_cls_accuracy": 0.6081840533895329, "iteration": 139499, "loss_box_reg": 0.24416539282537997, "loss_cls": 0.2137750608380884, "loss_mask": 0.25636293832212687, "loss_rpn_cls": 0.04723294486757368, "loss_rpn_loc": 0.076801571121905, "loss_sem_seg": 0.3479791460558772, "lr": 0.02, "mask_rcnn/accuracy": 0.8850711936372531, "mask_rcnn/false_negative": 0.09668397485606975, "mask_rcnn/false_positive": 0.14091928482460425, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5728660864988342, "total_loss": 1.1546433087205514} {"data_time": 0.011698171001626179, "eta_seconds": 73472.8180155726, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.45599239061509195, "fast_rcnn/fg_cls_accuracy": 0.5102756892230577, "iteration": 139519, "loss_box_reg": 0.23973089922219515, "loss_cls": 0.21953473798930645, "loss_mask": 0.2498929863795638, "loss_rpn_cls": 0.04113907821010798, "loss_rpn_loc": 0.08466928167035803, "loss_sem_seg": 0.3483914639800787, "lr": 0.02, "mask_rcnn/accuracy": 0.8713251879699248, "mask_rcnn/false_negative": 0.10545148548822476, "mask_rcnn/false_positive": 0.12422435606863033, "roi_head/num_bg_samples": 455.5, "roi_head/num_fg_samples": 56.5, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5622479900048347, "total_loss": 1.1674607321911026} {"data_time": 0.01378179099992849, "eta_seconds": 73471.45862176057, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.3644806237101582, "fast_rcnn/fg_cls_accuracy": 0.5865704772475028, "iteration": 139539, "loss_box_reg": 0.23331619845703244, "loss_cls": 0.21972714038565755, "loss_mask": 0.25395646691322327, "loss_rpn_cls": 0.04359215282602236, "loss_rpn_loc": 0.06680859831976704, "loss_sem_seg": 0.2914043590426445, "lr": 0.02, "mask_rcnn/accuracy": 0.9095710836782265, "mask_rcnn/false_negative": 0.08003015244101866, "mask_rcnn/false_positive": 0.10067143513214462, "roi_head/num_bg_samples": 459.25, "roi_head/num_fg_samples": 52.75, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5679758379992563, "total_loss": 1.1177846760692773} {"data_time": 0.012363353998807725, "eta_seconds": 73453.32643381768, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.3948369565217391, "fast_rcnn/fg_cls_accuracy": 0.5703911536557188, "iteration": 139559, "loss_box_reg": 0.22773710498586297, "loss_cls": 0.23036893736571074, "loss_mask": 0.2583756414242089, "loss_rpn_cls": 0.04760053745121695, "loss_rpn_loc": 0.0771636362769641, "loss_sem_seg": 0.3315400364808738, "lr": 0.02, "mask_rcnn/accuracy": 0.8859746527645467, "mask_rcnn/false_negative": 0.10357673685477656, "mask_rcnn/false_positive": 0.12215626175446495, "roi_head/num_bg_samples": 460.25, "roi_head/num_fg_samples": 51.75, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.5611588480023784, "total_loss": 1.1544806489400798} {"data_time": 0.012508278494351543, "eta_seconds": 73471.08371345475, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.38181818181818183, "fast_rcnn/fg_cls_accuracy": 0.5982456140350877, "iteration": 139579, "loss_box_reg": 0.24116160906851292, "loss_cls": 0.22485872823745012, "loss_mask": 0.2739499369636178, "loss_rpn_cls": 0.05103269458049908, "loss_rpn_loc": 0.07672533539880533, "loss_sem_seg": 0.3507958147674799, "lr": 0.02, "mask_rcnn/accuracy": 0.889103872318158, "mask_rcnn/false_negative": 0.09614404663757697, "mask_rcnn/false_positive": 0.1123815995629237, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5747354345076019, "total_loss": 1.2393299890100025} {"data_time": 0.011508272000355646, "eta_seconds": 73462.60095297387, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.36971753484959646, "fast_rcnn/fg_cls_accuracy": 0.5488089288688989, "iteration": 139599, "loss_box_reg": 0.23824255308136344, "loss_cls": 0.21211734227836132, "loss_mask": 0.25258756522089243, "loss_rpn_cls": 0.041020296019269153, "loss_rpn_loc": 0.0808407298027305, "loss_sem_seg": 0.29970641201362014, "lr": 0.02, "mask_rcnn/accuracy": 0.8831889709906952, "mask_rcnn/false_negative": 0.09531188396811877, "mask_rcnn/false_positive": 0.12117230826161429, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5723884475009982, "total_loss": 1.1223304414888844} {"data_time": 0.012606790005520452, "eta_seconds": 73449.68399406713, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.2782872760400851, "fast_rcnn/fg_cls_accuracy": 0.6901120632827951, "iteration": 139619, "loss_box_reg": 0.2267968920059502, "loss_cls": 0.20469706179574132, "loss_mask": 0.25298275984823704, "loss_rpn_cls": 0.05333062872523442, "loss_rpn_loc": 0.08555677626281977, "loss_sem_seg": 0.2923699642997235, "lr": 0.02, "mask_rcnn/accuracy": 0.8900780273139781, "mask_rcnn/false_negative": 0.0938294965547322, "mask_rcnn/false_positive": 0.1134338139234838, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5543209125098656, "total_loss": 1.1367151872982504} {"data_time": 0.01178623249870725, "eta_seconds": 73419.95931436542, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.40091696383087116, "fast_rcnn/fg_cls_accuracy": 0.5319289878113407, "iteration": 139639, "loss_box_reg": 0.21632072050124407, "loss_cls": 0.2092914116801694, "loss_mask": 0.2524646604433656, "loss_rpn_cls": 0.03899439703673124, "loss_rpn_loc": 0.0757290932815522, "loss_sem_seg": 0.3132846839725971, "lr": 0.02, "mask_rcnn/accuracy": 0.8887600200721062, "mask_rcnn/false_negative": 0.08916080311859229, "mask_rcnn/false_positive": 0.12418365048148977, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5552286684978753, "total_loss": 1.1130609270185232} {"data_time": 0.013227934497990645, "eta_seconds": 73408.69521554532, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.3711326860841424, "fast_rcnn/fg_cls_accuracy": 0.592134498592801, "iteration": 139659, "loss_box_reg": 0.21750049525871873, "loss_cls": 0.21595369279384613, "loss_mask": 0.257228116504848, "loss_rpn_cls": 0.04752970894332975, "loss_rpn_loc": 0.08699429809348658, "loss_sem_seg": 0.340816468000412, "lr": 0.02, "mask_rcnn/accuracy": 0.88095977347706, "mask_rcnn/false_negative": 0.11021419492235482, "mask_rcnn/false_positive": 0.12835591788092904, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.5625326250010403, "total_loss": 1.1690835083136335} {"data_time": 0.012097475504560862, "eta_seconds": 73393.93395204205, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3189116859946476, "fast_rcnn/fg_cls_accuracy": 0.58725688968987, "iteration": 139679, "loss_box_reg": 0.24255710700526834, "loss_cls": 0.23127698013558984, "loss_mask": 0.25965685304254293, "loss_rpn_cls": 0.04553897588630207, "loss_rpn_loc": 0.08111579238902777, "loss_sem_seg": 0.3181716366671026, "lr": 0.02, "mask_rcnn/accuracy": 0.884733601795947, "mask_rcnn/false_negative": 0.1049840978456884, "mask_rcnn/false_positive": 0.12712501767744216, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5633102354986477, "total_loss": 1.2299957301074755} {"data_time": 0.012747436499921605, "eta_seconds": 73371.2642963887, "fast_rcnn/cls_accuracy": 0.958984375, "fast_rcnn/false_negative": 0.3730323115161558, "fast_rcnn/fg_cls_accuracy": 0.571442674740029, "iteration": 139699, "loss_box_reg": 0.22297857701778412, "loss_cls": 0.1992621950339526, "loss_mask": 0.25520367408171296, "loss_rpn_cls": 0.040617215156089514, "loss_rpn_loc": 0.07266619242727757, "loss_sem_seg": 0.2818860076367855, "lr": 0.02, "mask_rcnn/accuracy": 0.8897505519620784, "mask_rcnn/false_negative": 0.07164597107848863, "mask_rcnn/false_positive": 0.14002158134271148, "roi_head/num_bg_samples": 472.0, "roi_head/num_fg_samples": 40.0, "rpn/num_neg_anchors": 240.25, "rpn/num_pos_anchors": 15.75, "time": 0.544693058996927, "total_loss": 1.093861850706162} {"data_time": 0.013483023998560384, "eta_seconds": 73369.03949196293, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.2983127839065542, "fast_rcnn/fg_cls_accuracy": 0.587312925170068, "iteration": 139719, "loss_box_reg": 0.2349941047723405, "loss_cls": 0.21121518476866186, "loss_mask": 0.255369889549911, "loss_rpn_cls": 0.03910917788743973, "loss_rpn_loc": 0.0751575717004016, "loss_sem_seg": 0.3287761937826872, "lr": 0.02, "mask_rcnn/accuracy": 0.8845758452634785, "mask_rcnn/false_negative": 0.09456729520474386, "mask_rcnn/false_positive": 0.10529347316409016, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5619157015025849, "total_loss": 1.179730075862608} {"data_time": 0.012906643001770135, "eta_seconds": 73360.14326568204, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3581422464049747, "fast_rcnn/fg_cls_accuracy": 0.6310055034954634, "iteration": 139739, "loss_box_reg": 0.20144577510654926, "loss_cls": 0.21202005841769278, "loss_mask": 0.24872749904170632, "loss_rpn_cls": 0.04668987006880343, "loss_rpn_loc": 0.06165828733355738, "loss_sem_seg": 0.3188538611866534, "lr": 0.02, "mask_rcnn/accuracy": 0.8779554302189626, "mask_rcnn/false_negative": 0.09338506756670044, "mask_rcnn/false_positive": 0.12458947377300869, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5657943504920695, "total_loss": 1.1278519474435598} {"data_time": 0.012280395996640436, "eta_seconds": 73340.70336831862, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.3895684045795239, "fast_rcnn/fg_cls_accuracy": 0.5975767762720174, "iteration": 139759, "loss_box_reg": 0.21875736908987164, "loss_cls": 0.19895465672016144, "loss_mask": 0.2474105367437005, "loss_rpn_cls": 0.049807341769337654, "loss_rpn_loc": 0.07943993748631328, "loss_sem_seg": 0.301875283010304, "lr": 0.02, "mask_rcnn/accuracy": 0.8759434898552341, "mask_rcnn/false_negative": 0.11042101333620175, "mask_rcnn/false_positive": 0.1438432347595051, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5772293324989732, "total_loss": 1.1132240059087053} {"data_time": 0.011832103504275437, "eta_seconds": 73353.95692355461, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3749327595481442, "fast_rcnn/fg_cls_accuracy": 0.568429089520901, "iteration": 139779, "loss_box_reg": 0.24412823817692697, "loss_cls": 0.2200468061491847, "loss_mask": 0.25217661168426275, "loss_rpn_cls": 0.03536444471683353, "loss_rpn_loc": 0.06082080502528697, "loss_sem_seg": 0.30488027120009065, "lr": 0.02, "mask_rcnn/accuracy": 0.8888251628524664, "mask_rcnn/false_negative": 0.11500762290385613, "mask_rcnn/false_positive": 0.11700662532506936, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5719458465027856, "total_loss": 1.150625110094552} {"data_time": 0.01297070649889065, "eta_seconds": 73342.69085173462, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.33647798742138363, "fast_rcnn/fg_cls_accuracy": 0.6295027289266222, "iteration": 139799, "loss_box_reg": 0.23147873673588037, "loss_cls": 0.2323977923952043, "loss_mask": 0.26115066930651665, "loss_rpn_cls": 0.047116590256337076, "loss_rpn_loc": 0.07807394344126806, "loss_sem_seg": 0.3659780602902174, "lr": 0.02, "mask_rcnn/accuracy": 0.8947065950828048, "mask_rcnn/false_negative": 0.08693877015906837, "mask_rcnn/false_positive": 0.12244557389004684, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5625924705018406, "total_loss": 1.1962800038600108} {"data_time": 0.011779920001572464, "eta_seconds": 73318.5824249845, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.3918954945347907, "fast_rcnn/fg_cls_accuracy": 0.5802319381498267, "iteration": 139819, "loss_box_reg": 0.2343508112244308, "loss_cls": 0.22922953742090613, "loss_mask": 0.2587356027215719, "loss_rpn_cls": 0.04949252418009564, "loss_rpn_loc": 0.080924138717819, "loss_sem_seg": 0.3619392989203334, "lr": 0.02, "mask_rcnn/accuracy": 0.8786291727483755, "mask_rcnn/false_negative": 0.13063288884583274, "mask_rcnn/false_positive": 0.13060920286990724, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5631074874909245, "total_loss": 1.1996134540531784} {"data_time": 0.012578005000250414, "eta_seconds": 73307.3183261644, "fast_rcnn/cls_accuracy": 0.91064453125, "fast_rcnn/false_negative": 0.30199961729812475, "fast_rcnn/fg_cls_accuracy": 0.6259300595238095, "iteration": 139839, "loss_box_reg": 0.252806912176311, "loss_cls": 0.22680658660829067, "loss_mask": 0.2655445793643594, "loss_rpn_cls": 0.050278567388886586, "loss_rpn_loc": 0.08025016816100106, "loss_sem_seg": 0.3711332678794861, "lr": 0.02, "mask_rcnn/accuracy": 0.8989889915854401, "mask_rcnn/false_negative": 0.0809289299439737, "mask_rcnn/false_positive": 0.12482665887453609, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5644544414972188, "total_loss": 1.2763518221618142} {"data_time": 0.012572534491482656, "eta_seconds": 73308.89263627464, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.28954703832752615, "fast_rcnn/fg_cls_accuracy": 0.710452961672474, "iteration": 139859, "loss_box_reg": 0.19640057068318129, "loss_cls": 0.1790045560337603, "loss_mask": 0.24976917449384928, "loss_rpn_cls": 0.04465611366322264, "loss_rpn_loc": 0.07471315489965491, "loss_sem_seg": 0.34755146969109774, "lr": 0.02, "mask_rcnn/accuracy": 0.8871793926886793, "mask_rcnn/false_negative": 0.10912651254745402, "mask_rcnn/false_positive": 0.12399197765128286, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.5639583450029022, "total_loss": 1.1585962144599762} {"data_time": 0.012791766006557737, "eta_seconds": 73284.7901285242, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.30170987313844455, "fast_rcnn/fg_cls_accuracy": 0.6557191634656423, "iteration": 139879, "loss_box_reg": 0.21071013889741153, "loss_cls": 0.1988998536253348, "loss_mask": 0.2498799259774387, "loss_rpn_cls": 0.039467944065108895, "loss_rpn_loc": 0.05957993034098763, "loss_sem_seg": 0.3505191560834646, "lr": 0.02, "mask_rcnn/accuracy": 0.9063413050749056, "mask_rcnn/false_negative": 0.07055427231216652, "mask_rcnn/false_positive": 0.11363567178061532, "roi_head/num_bg_samples": 464.25, "roi_head/num_fg_samples": 47.75, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5549403710028855, "total_loss": 1.1185125535557745} {"data_time": 0.012957352999364957, "eta_seconds": 73286.36049263466, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.32660136473695794, "fast_rcnn/fg_cls_accuracy": 0.6000711617149973, "iteration": 139899, "loss_box_reg": 0.23104881821200252, "loss_cls": 0.20412954431958497, "loss_mask": 0.24310479871928692, "loss_rpn_cls": 0.04244183200353291, "loss_rpn_loc": 0.0741441793506965, "loss_sem_seg": 0.30426062061451375, "lr": 0.02, "mask_rcnn/accuracy": 0.8896760941095916, "mask_rcnn/false_negative": 0.09425097245009398, "mask_rcnn/false_positive": 0.106355823228371, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.5794724424995366, "total_loss": 1.143294599634828} {"data_time": 0.011711529499734752, "eta_seconds": 73280.68003491496, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.3461553713764524, "fast_rcnn/fg_cls_accuracy": 0.6478566046714518, "iteration": 139919, "loss_box_reg": 0.22801384492777288, "loss_cls": 0.2078593976330012, "loss_mask": 0.25756102660670877, "loss_rpn_cls": 0.04285585833713412, "loss_rpn_loc": 0.06164601695491001, "loss_sem_seg": 0.3155856761150062, "lr": 0.02, "mask_rcnn/accuracy": 0.8886805018470021, "mask_rcnn/false_negative": 0.09589551777540385, "mask_rcnn/false_positive": 0.10709933561015254, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.5715598315000534, "total_loss": 1.1290855495608412} {"data_time": 0.013374214999203105, "eta_seconds": 73271.05883041337, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.2758123689727463, "fast_rcnn/fg_cls_accuracy": 0.7109707851491175, "iteration": 139939, "loss_box_reg": 0.24389003682881594, "loss_cls": 0.2115963650867343, "loss_mask": 0.2491808282211423, "loss_rpn_cls": 0.043311618035659194, "loss_rpn_loc": 0.07643792423186824, "loss_sem_seg": 0.3103457768447697, "lr": 0.02, "mask_rcnn/accuracy": 0.8990491302211372, "mask_rcnn/false_negative": 0.0803738011069402, "mask_rcnn/false_positive": 0.12445161550374881, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5558907824961352, "total_loss": 1.1408477604127256} {"data_time": 0.013315999494807329, "eta_seconds": 73239.73373324379, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3462516585581601, "fast_rcnn/fg_cls_accuracy": 0.6352974828375286, "iteration": 139959, "loss_box_reg": 0.23325326782651246, "loss_cls": 0.21770386840216815, "loss_mask": 0.25253494968637824, "loss_rpn_cls": 0.04290466486418154, "loss_rpn_loc": 0.07070154200482648, "loss_sem_seg": 0.3193953298032284, "lr": 0.02, "mask_rcnn/accuracy": 0.8942668723620928, "mask_rcnn/false_negative": 0.08102777979335761, "mask_rcnn/false_positive": 0.1337657827337289, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.555173818996991, "total_loss": 1.1182706240870175} {"data_time": 0.012369054493319709, "eta_seconds": 73234.166309897, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.42017045454545454, "fast_rcnn/fg_cls_accuracy": 0.4868553811659193, "iteration": 139979, "loss_box_reg": 0.23754742834717035, "loss_cls": 0.2272525206208229, "loss_mask": 0.2534883366897702, "loss_rpn_cls": 0.04952462043729611, "loss_rpn_loc": 0.08160418347688392, "loss_sem_seg": 0.3277427121065557, "lr": 0.02, "mask_rcnn/accuracy": 0.8928465489185707, "mask_rcnn/false_negative": 0.10279314629569228, "mask_rcnn/false_positive": 0.11707527965427447, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5728628205033601, "total_loss": 1.2317877476743888} {"data_time": 0.012590502497914713, "eta_seconds": 73234.48182296433, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.38196286472148544, "fast_rcnn/fg_cls_accuracy": 0.556871442919317, "iteration": 139999, "loss_box_reg": 0.2366503276862204, "loss_cls": 0.22053540218621492, "loss_mask": 0.26667708437889814, "loss_rpn_cls": 0.044796537986258045, "loss_rpn_loc": 0.06657624783110805, "loss_sem_seg": 0.32393978256732225, "lr": 0.02, "mask_rcnn/accuracy": 0.9021694025436262, "mask_rcnn/false_negative": 0.092207994951969, "mask_rcnn/false_positive": 0.1243776918735944, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5696088675031206, "total_loss": 1.1749786531436257} {"data_time": 0.011558455997146666, "eta_seconds": 73197.20437352305, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.3378425402348847, "fast_rcnn/fg_cls_accuracy": 0.6306106870229007, "iteration": 140019, "loss_box_reg": 0.24616074608638883, "loss_cls": 0.2130689815385267, "loss_mask": 0.26739747636020184, "loss_rpn_cls": 0.04935235406446736, "loss_rpn_loc": 0.08993456279858947, "loss_sem_seg": 0.35501743317581713, "lr": 0.02, "mask_rcnn/accuracy": 0.8901653030058592, "mask_rcnn/false_negative": 0.10220258785611193, "mask_rcnn/false_positive": 0.12302624555178128, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.5611862079967977, "total_loss": 1.160088238219032} {"data_time": 0.012664148496696725, "eta_seconds": 73200.37138462652, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.362893606870229, "fast_rcnn/fg_cls_accuracy": 0.6164772727272727, "iteration": 140039, "loss_box_reg": 0.2159481222042814, "loss_cls": 0.2089538120198995, "loss_mask": 0.2445270987227559, "loss_rpn_cls": 0.04708339783246629, "loss_rpn_loc": 0.0683982875852962, "loss_sem_seg": 0.33263207552954555, "lr": 0.02, "mask_rcnn/accuracy": 0.8948513985871772, "mask_rcnn/false_negative": 0.09487194741963888, "mask_rcnn/false_positive": 0.12144561277110776, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.5683893774985336, "total_loss": 1.1254799968446605} {"data_time": 0.01230969049356645, "eta_seconds": 73196.23191807473, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.2485272010726039, "fast_rcnn/fg_cls_accuracy": 0.7346141830677912, "iteration": 140059, "loss_box_reg": 0.24694586405530572, "loss_cls": 0.21897544944658875, "loss_mask": 0.27447095373645425, "loss_rpn_cls": 0.05101282466785051, "loss_rpn_loc": 0.08421798463677987, "loss_sem_seg": 0.31099445233121514, "lr": 0.02, "mask_rcnn/accuracy": 0.8886311583780909, "mask_rcnn/false_negative": 0.09727910743361202, "mask_rcnn/false_positive": 0.11183396193057454, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.5544565939999302, "total_loss": 1.1826578574255109} {"data_time": 0.013357451491174288, "eta_seconds": 73190.5445900338, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.31674265450861194, "fast_rcnn/fg_cls_accuracy": 0.5809043155834792, "iteration": 140079, "loss_box_reg": 0.2366845514625311, "loss_cls": 0.22012258553877473, "loss_mask": 0.2580981501378119, "loss_rpn_cls": 0.04675118005252443, "loss_rpn_loc": 0.07278349492116831, "loss_sem_seg": 0.326660486869514, "lr": 0.02, "mask_rcnn/accuracy": 0.8895022735725684, "mask_rcnn/false_negative": 0.10411387102295853, "mask_rcnn/false_positive": 0.10492832946677116, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5688520494950353, "total_loss": 1.1643270825734362} {"data_time": 0.012082335997547489, "eta_seconds": 73188.31662337089, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.40316384668508287, "fast_rcnn/fg_cls_accuracy": 0.5277825711820535, "iteration": 140099, "loss_box_reg": 0.22805091552436352, "loss_cls": 0.20801965473219752, "loss_mask": 0.25638236850500107, "loss_rpn_cls": 0.042676160286646336, "loss_rpn_loc": 0.07151959955808707, "loss_sem_seg": 0.31116706784814596, "lr": 0.02, "mask_rcnn/accuracy": 0.88428782858252, "mask_rcnn/false_negative": 0.091316101686092, "mask_rcnn/false_positive": 0.14578866987099232, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.564432138002303, "total_loss": 1.1488235132128466} {"data_time": 0.012346249000984244, "eta_seconds": 73247.78545605487, "fast_rcnn/cls_accuracy": 0.89892578125, "fast_rcnn/false_negative": 0.36984427609427606, "fast_rcnn/fg_cls_accuracy": 0.5784527972027972, "iteration": 140119, "loss_box_reg": 0.25248984433710575, "loss_cls": 0.23246300918981433, "loss_mask": 0.2668897844851017, "loss_rpn_cls": 0.04728843034536112, "loss_rpn_loc": 0.09430665173567832, "loss_sem_seg": 0.31600272143259645, "lr": 0.02, "mask_rcnn/accuracy": 0.8789730278076142, "mask_rcnn/false_negative": 0.09954480943507193, "mask_rcnn/false_positive": 0.12700047073175014, "roi_head/num_bg_samples": 427.75, "roi_head/num_fg_samples": 84.25, "rpn/num_neg_anchors": 201.0, "rpn/num_pos_anchors": 55.0, "time": 0.5688068094968912, "total_loss": 1.2368817912501981} {"data_time": 0.012712357005511876, "eta_seconds": 73256.5852847476, "fast_rcnn/cls_accuracy": 0.91015625, "fast_rcnn/false_negative": 0.3935979299695338, "fast_rcnn/fg_cls_accuracy": 0.5562060889929743, "iteration": 140139, "loss_box_reg": 0.24012295762076974, "loss_cls": 0.21827370580285788, "loss_mask": 0.26057674176990986, "loss_rpn_cls": 0.046167908352799714, "loss_rpn_loc": 0.08016799110919237, "loss_sem_seg": 0.348210621625185, "lr": 0.02, "mask_rcnn/accuracy": 0.883687245221146, "mask_rcnn/false_negative": 0.09740656653860988, "mask_rcnn/false_positive": 0.15719576764126883, "roi_head/num_bg_samples": 429.25, "roi_head/num_fg_samples": 82.75, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.5619892224931391, "total_loss": 1.1880279992765281} {"data_time": 0.011867116998473648, "eta_seconds": 73184.7825930258, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.36281365693130396, "fast_rcnn/fg_cls_accuracy": 0.5977559607293128, "iteration": 140159, "loss_box_reg": 0.23725806875154376, "loss_cls": 0.2117468025535345, "loss_mask": 0.2543123997747898, "loss_rpn_cls": 0.04384231282165274, "loss_rpn_loc": 0.09057755816320423, "loss_sem_seg": 0.33410582365468144, "lr": 0.02, "mask_rcnn/accuracy": 0.8836327828587404, "mask_rcnn/false_negative": 0.09590318290078728, "mask_rcnn/false_positive": 0.13384067875386513, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5636684324999806, "total_loss": 1.189957335474901} {"data_time": 0.012430760500137694, "eta_seconds": 73173.50960797592, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.3901933022633866, "fast_rcnn/fg_cls_accuracy": 0.5706546319784477, "iteration": 140179, "loss_box_reg": 0.2521174466237426, "loss_cls": 0.23103096056729555, "loss_mask": 0.2532017817720771, "loss_rpn_cls": 0.04248080098477658, "loss_rpn_loc": 0.07230419619008899, "loss_sem_seg": 0.32989685353823006, "lr": 0.02, "mask_rcnn/accuracy": 0.8835484055474323, "mask_rcnn/false_negative": 0.1002434714708263, "mask_rcnn/false_positive": 0.13061563519308134, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 0.5643160765030188, "total_loss": 1.1963747294503264} {"data_time": 0.01221497299411567, "eta_seconds": 73186.63375945718, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.30095108695652173, "fast_rcnn/fg_cls_accuracy": 0.6591862416107382, "iteration": 140199, "loss_box_reg": 0.24431847734376788, "loss_cls": 0.20619655726477504, "loss_mask": 0.2565965005196631, "loss_rpn_cls": 0.05035263218451291, "loss_rpn_loc": 0.07242481166031212, "loss_sem_seg": 0.3231523847207427, "lr": 0.02, "mask_rcnn/accuracy": 0.8807935073803933, "mask_rcnn/false_negative": 0.1031051785114061, "mask_rcnn/false_positive": 0.13233261951239483, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5660517439973773, "total_loss": 1.1925580443348736} {"data_time": 0.0138704674973269, "eta_seconds": 73175.35701524728, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.35863095238095233, "fast_rcnn/fg_cls_accuracy": 0.6313972754050073, "iteration": 140219, "loss_box_reg": 0.2366353925317526, "loss_cls": 0.22015957301482558, "loss_mask": 0.2506206324324012, "loss_rpn_cls": 0.042375529708806425, "loss_rpn_loc": 0.07608872302807868, "loss_sem_seg": 0.324641939252615, "lr": 0.02, "mask_rcnn/accuracy": 0.9108651031774975, "mask_rcnn/false_negative": 0.0793865159862173, "mask_rcnn/false_positive": 0.08942869008198034, "roi_head/num_bg_samples": 460.0, "roi_head/num_fg_samples": 52.0, "rpn/num_neg_anchors": 236.25, "rpn/num_pos_anchors": 19.75, "time": 0.5688712624978507, "total_loss": 1.142213266750332} {"data_time": 0.013044545499724336, "eta_seconds": 73200.17374834734, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3371212121212121, "fast_rcnn/fg_cls_accuracy": 0.5783443348930482, "iteration": 140239, "loss_box_reg": 0.22943244315683842, "loss_cls": 0.21280314028263092, "loss_mask": 0.26178260846063495, "loss_rpn_cls": 0.05335986672434956, "loss_rpn_loc": 0.07092743225803133, "loss_sem_seg": 0.3535193740390241, "lr": 0.02, "mask_rcnn/accuracy": 0.8844952559443588, "mask_rcnn/false_negative": 0.09816329788290597, "mask_rcnn/false_positive": 0.13574003079046532, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.565343717498763, "total_loss": 1.1892591956420802} {"data_time": 0.01154734749434283, "eta_seconds": 73210.34697008407, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.36591409691629956, "fast_rcnn/fg_cls_accuracy": 0.5454908220271348, "iteration": 140259, "loss_box_reg": 0.23799616191536188, "loss_cls": 0.22241950035095215, "loss_mask": 0.2646951228380203, "loss_rpn_cls": 0.054535721079446375, "loss_rpn_loc": 0.0834490820125211, "loss_sem_seg": 0.3339847815223038, "lr": 0.02, "mask_rcnn/accuracy": 0.8972580649249268, "mask_rcnn/false_negative": 0.0889654175434335, "mask_rcnn/false_positive": 0.11228054475712942, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5683138994936598, "total_loss": 1.227780549932504} {"data_time": 0.01195617899793433, "eta_seconds": 73254.83120128847, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.2662135922330097, "fast_rcnn/fg_cls_accuracy": 0.7272839506172839, "iteration": 140279, "loss_box_reg": 0.22182928444817662, "loss_cls": 0.21405673073604703, "loss_mask": 0.25844091922044754, "loss_rpn_cls": 0.049187237076694146, "loss_rpn_loc": 0.07611249026376754, "loss_sem_seg": 0.32951447553932667, "lr": 0.02, "mask_rcnn/accuracy": 0.897690634018759, "mask_rcnn/false_negative": 0.08656742402195153, "mask_rcnn/false_positive": 0.10453257207789096, "roi_head/num_bg_samples": 466.5, "roi_head/num_fg_samples": 45.5, "rpn/num_neg_anchors": 240.25, "rpn/num_pos_anchors": 15.75, "time": 0.5638218654930824, "total_loss": 1.1550012975058053} {"data_time": 0.012797757495718542, "eta_seconds": 73265.20522735479, "fast_rcnn/cls_accuracy": 0.9072265625, "fast_rcnn/false_negative": 0.31951530612244894, "fast_rcnn/fg_cls_accuracy": 0.6213778614894234, "iteration": 140299, "loss_box_reg": 0.2524089557118714, "loss_cls": 0.2274147099815309, "loss_mask": 0.25838823057711124, "loss_rpn_cls": 0.04287450471747434, "loss_rpn_loc": 0.09335114058922045, "loss_sem_seg": 0.32162958197295666, "lr": 0.02, "mask_rcnn/accuracy": 0.879192193286581, "mask_rcnn/false_negative": 0.10834368926412395, "mask_rcnn/false_positive": 0.11790156191479942, "roi_head/num_bg_samples": 431.25, "roi_head/num_fg_samples": 80.75, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.5754172894958174, "total_loss": 1.2170354167756159} {"data_time": 0.01280236299498938, "eta_seconds": 73259.99807652361, "fast_rcnn/cls_accuracy": 0.90869140625, "fast_rcnn/false_negative": 0.3709859087423313, "fast_rcnn/fg_cls_accuracy": 0.5647340889276373, "iteration": 140319, "loss_box_reg": 0.24021222162991762, "loss_cls": 0.21304072602652013, "loss_mask": 0.2604048727080226, "loss_rpn_cls": 0.04529999692749698, "loss_rpn_loc": 0.08802937855944037, "loss_sem_seg": 0.315161497797817, "lr": 0.02, "mask_rcnn/accuracy": 0.8867941466100118, "mask_rcnn/false_negative": 0.08738084491522063, "mask_rcnn/false_positive": 0.13775576885546692, "roi_head/num_bg_samples": 428.5, "roi_head/num_fg_samples": 83.5, "rpn/num_neg_anchors": 206.25, "rpn/num_pos_anchors": 49.75, "time": 0.5675889009944513, "total_loss": 1.1682990159024484} {"data_time": 0.013095633992634248, "eta_seconds": 73248.69958282345, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.2915957446808511, "fast_rcnn/fg_cls_accuracy": 0.6404964539007092, "iteration": 140339, "loss_box_reg": 0.23958751978352666, "loss_cls": 0.23843244090676308, "loss_mask": 0.2549633141607046, "loss_rpn_cls": 0.04253691609483212, "loss_rpn_loc": 0.07827030937187374, "loss_sem_seg": 0.31903136940672994, "lr": 0.02, "mask_rcnn/accuracy": 0.8979467922897423, "mask_rcnn/false_negative": 0.08027497121433994, "mask_rcnn/false_positive": 0.10920404891714058, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5645873259927612, "total_loss": 1.201480523799546} {"data_time": 0.012788565996743273, "eta_seconds": 73214.22309304774, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.3615739553960523, "fast_rcnn/fg_cls_accuracy": 0.6384260446039477, "iteration": 140359, "loss_box_reg": 0.225177182815969, "loss_cls": 0.20383642427623272, "loss_mask": 0.25215517170727253, "loss_rpn_cls": 0.04300162970321253, "loss_rpn_loc": 0.07729550922522321, "loss_sem_seg": 0.3117281016893685, "lr": 0.02, "mask_rcnn/accuracy": 0.8756455457727358, "mask_rcnn/false_negative": 0.10584467570128661, "mask_rcnn/false_positive": 0.11197528978768953, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.5412731859978521, "total_loss": 1.121260149171576} {"data_time": 0.013075631999527104, "eta_seconds": 73044.97312385992, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.34442622950819674, "fast_rcnn/fg_cls_accuracy": 0.6106524427953, "iteration": 140379, "loss_box_reg": 0.22823163960129023, "loss_cls": 0.20873063150793314, "loss_mask": 0.2640781132504344, "loss_rpn_cls": 0.04541868035448715, "loss_rpn_loc": 0.0713638395536691, "loss_sem_seg": 0.3438267121091485, "lr": 0.02, "mask_rcnn/accuracy": 0.8806300556219324, "mask_rcnn/false_negative": 0.0993316540288246, "mask_rcnn/false_positive": 0.14477299402842395, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 235.0, "rpn/num_pos_anchors": 21.0, "time": 0.5591102335019968, "total_loss": 1.17672107447288} {"data_time": 0.012114487006329, "eta_seconds": 73091.02510178232, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3480594825286743, "fast_rcnn/fg_cls_accuracy": 0.6394021739130434, "iteration": 140399, "loss_box_reg": 0.24533463106490672, "loss_cls": 0.24471882451325655, "loss_mask": 0.25786358397454023, "loss_rpn_cls": 0.04351738322293386, "loss_rpn_loc": 0.07321468647569418, "loss_sem_seg": 0.3141496255993843, "lr": 0.02, "mask_rcnn/accuracy": 0.882908336568323, "mask_rcnn/false_negative": 0.0908614366979153, "mask_rcnn/false_positive": 0.13188808874527158, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5586023504947661, "total_loss": 1.2309692449634895} {"data_time": 0.0127363619976677, "eta_seconds": 73161.18199001113, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.31925081828100377, "fast_rcnn/fg_cls_accuracy": 0.6171630094043887, "iteration": 140419, "loss_box_reg": 0.23004105128347874, "loss_cls": 0.22037146845832467, "loss_mask": 0.247728468850255, "loss_rpn_cls": 0.044765657919924706, "loss_rpn_loc": 0.06635820609517395, "loss_sem_seg": 0.31345814326778054, "lr": 0.02, "mask_rcnn/accuracy": 0.9046833018921854, "mask_rcnn/false_negative": 0.10361779457957923, "mask_rcnn/false_positive": 0.09058266303977613, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 234.75, "rpn/num_pos_anchors": 21.25, "time": 0.564697329995397, "total_loss": 1.1542091850569705} {"data_time": 0.01352161449904088, "eta_seconds": 73118.67133462871, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.3357886517438834, "fast_rcnn/fg_cls_accuracy": 0.5911062225015713, "iteration": 140439, "loss_box_reg": 0.23323590634390712, "loss_cls": 0.22554972942452878, "loss_mask": 0.24881506385281682, "loss_rpn_cls": 0.04570299305487424, "loss_rpn_loc": 0.07015029934700578, "loss_sem_seg": 0.30418547336012125, "lr": 0.02, "mask_rcnn/accuracy": 0.8946605813541297, "mask_rcnn/false_negative": 0.09008294828686823, "mask_rcnn/false_positive": 0.12183647750569414, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5649058600029093, "total_loss": 1.181529694586061} {"data_time": 0.012436098004400264, "eta_seconds": 73157.74850314713, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.3710350255804801, "fast_rcnn/fg_cls_accuracy": 0.6199173553719008, "iteration": 140459, "loss_box_reg": 0.2543640239164233, "loss_cls": 0.2240907521918416, "loss_mask": 0.25945207197219133, "loss_rpn_cls": 0.04471275686228182, "loss_rpn_loc": 0.08140757982619107, "loss_sem_seg": 0.30444678687490523, "lr": 0.02, "mask_rcnn/accuracy": 0.8884491039037441, "mask_rcnn/false_negative": 0.1117543834112974, "mask_rcnn/false_positive": 0.11392611112723558, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.5743341670022346, "total_loss": 1.1997584499185905} {"data_time": 0.013329437999345828, "eta_seconds": 73163.5272376637, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3149317280869182, "fast_rcnn/fg_cls_accuracy": 0.523897353648757, "iteration": 140479, "loss_box_reg": 0.2354478668421507, "loss_cls": 0.22420806204900146, "loss_mask": 0.2465336648747325, "loss_rpn_cls": 0.039713781006867066, "loss_rpn_loc": 0.08547675634326879, "loss_sem_seg": 0.31977327074855566, "lr": 0.02, "mask_rcnn/accuracy": 0.8858410204351856, "mask_rcnn/false_negative": 0.08939262678241727, "mask_rcnn/false_positive": 0.12110841887456895, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5735306015048991, "total_loss": 1.1364721273130272} {"data_time": 0.013194391503930092, "eta_seconds": 73135.15866718689, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.35003777945686476, "fast_rcnn/fg_cls_accuracy": 0.6201072835470622, "iteration": 140499, "loss_box_reg": 0.24238016759045422, "loss_cls": 0.20768346590921283, "loss_mask": 0.2455274499952793, "loss_rpn_cls": 0.04128668656630907, "loss_rpn_loc": 0.07567227353865746, "loss_sem_seg": 0.28399645164608955, "lr": 0.02, "mask_rcnn/accuracy": 0.8946308992346939, "mask_rcnn/false_negative": 0.09671017515125879, "mask_rcnn/false_positive": 0.09052678368667742, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5657085224956973, "total_loss": 1.1033921198395547} {"data_time": 0.011947683509788476, "eta_seconds": 73123.86374920676, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.37566137566137564, "fast_rcnn/fg_cls_accuracy": 0.606282722513089, "iteration": 140519, "loss_box_reg": 0.24072429165244102, "loss_cls": 0.2188597829081118, "loss_mask": 0.2643004097044468, "loss_rpn_cls": 0.044091274990933016, "loss_rpn_loc": 0.0931710202130489, "loss_sem_seg": 0.2827942243311554, "lr": 0.02, "mask_rcnn/accuracy": 0.8889432806593094, "mask_rcnn/false_negative": 0.08231054988117499, "mask_rcnn/false_positive": 0.12940511585605236, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5624386099952972, "total_loss": 1.1825448048475664} {"data_time": 0.013173138999263756, "eta_seconds": 73108.00643033901, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.3509249801384633, "fast_rcnn/fg_cls_accuracy": 0.597979797979798, "iteration": 140539, "loss_box_reg": 0.2165291728451848, "loss_cls": 0.18471881560981274, "loss_mask": 0.2434568563476205, "loss_rpn_cls": 0.03257517197926063, "loss_rpn_loc": 0.06906289019389078, "loss_sem_seg": 0.3294947533868253, "lr": 0.02, "mask_rcnn/accuracy": 0.894517690600068, "mask_rcnn/false_negative": 0.08235148780918106, "mask_rcnn/false_positive": 0.13244588600040957, "roi_head/num_bg_samples": 458.75, "roi_head/num_fg_samples": 53.25, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5646979509983794, "total_loss": 1.0803601794177666} {"data_time": 0.012357336505374406, "eta_seconds": 73118.33702002322, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.36726169315931134, "fast_rcnn/fg_cls_accuracy": 0.5963633152120582, "iteration": 140559, "loss_box_reg": 0.23032261477783322, "loss_cls": 0.1943174903281033, "loss_mask": 0.24552099779248238, "loss_rpn_cls": 0.04044757116935216, "loss_rpn_loc": 0.08279302954906598, "loss_sem_seg": 0.31099619902670383, "lr": 0.02, "mask_rcnn/accuracy": 0.8907257773392376, "mask_rcnn/false_negative": 0.09346022134762216, "mask_rcnn/false_positive": 0.12471000281959, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.5788105605024612, "total_loss": 1.1476317808846943} {"data_time": 0.011947634993703105, "eta_seconds": 73039.66133943843, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.4061837923728814, "fast_rcnn/fg_cls_accuracy": 0.5684727731698522, "iteration": 140579, "loss_box_reg": 0.22913118894211948, "loss_cls": 0.20692886086180806, "loss_mask": 0.2499333885498345, "loss_rpn_cls": 0.0448919317277614, "loss_rpn_loc": 0.06915450387168676, "loss_sem_seg": 0.28069758834317327, "lr": 0.02, "mask_rcnn/accuracy": 0.8815538720920264, "mask_rcnn/false_negative": 0.09503435931961615, "mask_rcnn/false_positive": 0.14141484354239958, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5604994270033785, "total_loss": 1.1020523721090285} {"data_time": 0.012121339503210038, "eta_seconds": 72993.93049766187, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.2618664952319726, "fast_rcnn/fg_cls_accuracy": 0.7348655309118183, "iteration": 140599, "loss_box_reg": 0.24233619729056954, "loss_cls": 0.20999601995572448, "loss_mask": 0.24987415922805667, "loss_rpn_cls": 0.03841141040902585, "loss_rpn_loc": 0.08140332344919443, "loss_sem_seg": 0.3083105683326721, "lr": 0.02, "mask_rcnn/accuracy": 0.8989487670068027, "mask_rcnn/false_negative": 0.09387358156461567, "mask_rcnn/false_positive": 0.12746531430494687, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5571420474952902, "total_loss": 1.1338868223538157} {"data_time": 0.012976475496543571, "eta_seconds": 73062.82957773918, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.31963810257847536, "fast_rcnn/fg_cls_accuracy": 0.6248016557433598, "iteration": 140619, "loss_box_reg": 0.24641906842589378, "loss_cls": 0.21323157707229257, "loss_mask": 0.2444414901547134, "loss_rpn_cls": 0.045386723533738405, "loss_rpn_loc": 0.08098751300713047, "loss_sem_seg": 0.2874597501941025, "lr": 0.02, "mask_rcnn/accuracy": 0.8886536395934892, "mask_rcnn/false_negative": 0.07387315506711027, "mask_rcnn/false_positive": 0.14174206136699175, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5672298595018219, "total_loss": 1.1142551988887135} {"data_time": 0.012220420998346526, "eta_seconds": 73095.51234882754, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.27895181741335584, "fast_rcnn/fg_cls_accuracy": 0.687607438662291, "iteration": 140639, "loss_box_reg": 0.2332356001716107, "loss_cls": 0.21583160175941885, "loss_mask": 0.24968888238072395, "loss_rpn_cls": 0.03657662904879544, "loss_rpn_loc": 0.07918477518251166, "loss_sem_seg": 0.28848455008119345, "lr": 0.02, "mask_rcnn/accuracy": 0.9024941011819705, "mask_rcnn/false_negative": 0.0802103920992997, "mask_rcnn/false_positive": 0.11826710357702666, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.57661949750036, "total_loss": 1.1273480657837354} {"data_time": 0.013223562498751562, "eta_seconds": 73093.149769276, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.31350574712643675, "fast_rcnn/fg_cls_accuracy": 0.6525707898658718, "iteration": 140659, "loss_box_reg": 0.23173197358846664, "loss_cls": 0.21193697024136782, "loss_mask": 0.24280033726245165, "loss_rpn_cls": 0.041527429973939434, "loss_rpn_loc": 0.07787016266956925, "loss_sem_seg": 0.3151946789585054, "lr": 0.02, "mask_rcnn/accuracy": 0.8948277038087962, "mask_rcnn/false_negative": 0.08744894212969151, "mask_rcnn/false_positive": 0.12051162358234822, "roi_head/num_bg_samples": 455.5, "roi_head/num_fg_samples": 56.5, "rpn/num_neg_anchors": 236.25, "rpn/num_pos_anchors": 19.75, "time": 0.5649550419984735, "total_loss": 1.1365734519276884} {"data_time": 0.01250637349585304, "eta_seconds": 73085.23532576245, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.3327432467873066, "fast_rcnn/fg_cls_accuracy": 0.6281157866523721, "iteration": 140679, "loss_box_reg": 0.20551146939396858, "loss_cls": 0.20213630329817533, "loss_mask": 0.24761149659752846, "loss_rpn_cls": 0.04160783074621577, "loss_rpn_loc": 0.060484508343506604, "loss_sem_seg": 0.32535148598253727, "lr": 0.02, "mask_rcnn/accuracy": 0.8960431465670169, "mask_rcnn/false_negative": 0.07193869118050736, "mask_rcnn/false_positive": 0.11403534035305313, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.570987081999192, "total_loss": 1.0890478603978409} {"data_time": 0.012074138001480605, "eta_seconds": 73095.31064753495, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.37089187056037887, "fast_rcnn/fg_cls_accuracy": 0.5939780157301242, "iteration": 140699, "loss_box_reg": 0.2313804803416133, "loss_cls": 0.2199328150600195, "loss_mask": 0.26038374658674, "loss_rpn_cls": 0.04389582449221052, "loss_rpn_loc": 0.07493244693614542, "loss_sem_seg": 0.32947967341169715, "lr": 0.02, "mask_rcnn/accuracy": 0.8854222336995348, "mask_rcnn/false_negative": 0.09386144034788334, "mask_rcnn/false_positive": 0.11503185847798733, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5587958364994847, "total_loss": 1.1933359628310427} {"data_time": 0.012728380992484745, "eta_seconds": 73095.75890901066, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.2954536269953526, "fast_rcnn/fg_cls_accuracy": 0.6334073062478662, "iteration": 140719, "loss_box_reg": 0.24046054319478571, "loss_cls": 0.2236020416021347, "loss_mask": 0.25322690419852734, "loss_rpn_cls": 0.03890295403834898, "loss_rpn_loc": 0.07672236912185326, "loss_sem_seg": 0.31697721942327917, "lr": 0.02, "mask_rcnn/accuracy": 0.9012538525140339, "mask_rcnn/false_negative": 0.09130021595358137, "mask_rcnn/false_positive": 0.11750252233489869, "roi_head/num_bg_samples": 431.75, "roi_head/num_fg_samples": 80.25, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5749446189947776, "total_loss": 1.1239280776135274} {"data_time": 0.01217978850036161, "eta_seconds": 73101.34353333198, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.24882113821138213, "fast_rcnn/fg_cls_accuracy": 0.6933653846153847, "iteration": 140739, "loss_box_reg": 0.217298686504364, "loss_cls": 0.196660281624645, "loss_mask": 0.23459644429385662, "loss_rpn_cls": 0.04476466915366473, "loss_rpn_loc": 0.07276514574186876, "loss_sem_seg": 0.3109903442673385, "lr": 0.02, "mask_rcnn/accuracy": 0.898077946445636, "mask_rcnn/false_negative": 0.10305456416031955, "mask_rcnn/false_positive": 0.096520583208304, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5676309170012246, "total_loss": 1.1203891758268583} {"data_time": 0.012900687499495689, "eta_seconds": 73061.39197220489, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.3520892687559354, "fast_rcnn/fg_cls_accuracy": 0.6204494201030928, "iteration": 140759, "loss_box_reg": 0.22385102324187756, "loss_cls": 0.20538544189184904, "loss_mask": 0.24662017449736595, "loss_rpn_cls": 0.04447462159441784, "loss_rpn_loc": 0.06763232435332611, "loss_sem_seg": 0.30066706822253764, "lr": 0.02, "mask_rcnn/accuracy": 0.8922924818361825, "mask_rcnn/false_negative": 0.0957904066676005, "mask_rcnn/false_positive": 0.12345109991449535, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5593563605070813, "total_loss": 1.1367578459321521} {"data_time": 0.012070419994415715, "eta_seconds": 73041.00616334015, "fast_rcnn/cls_accuracy": 0.9130859375, "fast_rcnn/false_negative": 0.385104185972623, "fast_rcnn/fg_cls_accuracy": 0.5582360223508549, "iteration": 140779, "loss_box_reg": 0.23855031956918538, "loss_cls": 0.22432912979274988, "loss_mask": 0.2586294999346137, "loss_rpn_cls": 0.03919687961752061, "loss_rpn_loc": 0.07363602658733726, "loss_sem_seg": 0.3497449941933155, "lr": 0.02, "mask_rcnn/accuracy": 0.877118133212189, "mask_rcnn/false_negative": 0.11174378051247286, "mask_rcnn/false_positive": 0.13913651960146606, "roi_head/num_bg_samples": 424.5, "roi_head/num_fg_samples": 87.5, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.5805171890024212, "total_loss": 1.1727501418499742} {"data_time": 0.012749052999424748, "eta_seconds": 73050.52673481089, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.31237192622950816, "fast_rcnn/fg_cls_accuracy": 0.6432061790668349, "iteration": 140799, "loss_box_reg": 0.2334810949396342, "loss_cls": 0.2095273733139038, "loss_mask": 0.25887963688001037, "loss_rpn_cls": 0.04094410690595396, "loss_rpn_loc": 0.08040879992768168, "loss_sem_seg": 0.33095316030085087, "lr": 0.02, "mask_rcnn/accuracy": 0.8756282528603957, "mask_rcnn/false_negative": 0.09636660546870407, "mask_rcnn/false_positive": 0.13927854976257634, "roi_head/num_bg_samples": 459.75, "roi_head/num_fg_samples": 52.25, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5724552659958135, "total_loss": 1.1515338222816354} {"data_time": 0.013608379500510637, "eta_seconds": 73056.10090421209, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.3353923541247485, "fast_rcnn/fg_cls_accuracy": 0.6300955831005586, "iteration": 140819, "loss_box_reg": 0.24375988962128758, "loss_cls": 0.21827156469225883, "loss_mask": 0.27356794476509094, "loss_rpn_cls": 0.04178488737670705, "loss_rpn_loc": 0.08652572776190937, "loss_sem_seg": 0.34300412226002663, "lr": 0.02, "mask_rcnn/accuracy": 0.8671315508962205, "mask_rcnn/false_negative": 0.10309402997480643, "mask_rcnn/false_positive": 0.1502101566020916, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5689390635016025, "total_loss": 1.2045355375739746} {"data_time": 0.013847271504346281, "eta_seconds": 73069.58812606231, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.33925576519916145, "fast_rcnn/fg_cls_accuracy": 0.5995391705069124, "iteration": 140839, "loss_box_reg": 0.22965130396187305, "loss_cls": 0.2167979832738638, "loss_mask": 0.24870457546785474, "loss_rpn_cls": 0.04716716655821074, "loss_rpn_loc": 0.0708187646814622, "loss_sem_seg": 0.3144638539524749, "lr": 0.02, "mask_rcnn/accuracy": 0.890546116702495, "mask_rcnn/false_negative": 0.09221668362041929, "mask_rcnn/false_positive": 0.13442741244131315, "roi_head/num_bg_samples": 425.0, "roi_head/num_fg_samples": 87.0, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.5694801229983568, "total_loss": 1.1461349584005802} {"data_time": 0.013188472505134996, "eta_seconds": 73054.04981411547, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.3287957360991069, "fast_rcnn/fg_cls_accuracy": 0.6156316207627119, "iteration": 140859, "loss_box_reg": 0.2502604490146041, "loss_cls": 0.23251618910580873, "loss_mask": 0.2604343141429126, "loss_rpn_cls": 0.04548280364178936, "loss_rpn_loc": 0.07508377786143683, "loss_sem_seg": 0.29679700173437595, "lr": 0.02, "mask_rcnn/accuracy": 0.8867301078545935, "mask_rcnn/false_negative": 0.10159227325314814, "mask_rcnn/false_positive": 0.13523413796397324, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 238.0, "rpn/num_pos_anchors": 18.0, "time": 0.5593149054984679, "total_loss": 1.1507520046543505} {"data_time": 0.012659688007261138, "eta_seconds": 73046.95913182224, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.3148259303721489, "fast_rcnn/fg_cls_accuracy": 0.680108561749307, "iteration": 140879, "loss_box_reg": 0.24447770696133375, "loss_cls": 0.21366595174185932, "loss_mask": 0.25274649169296026, "loss_rpn_cls": 0.04088961298111826, "loss_rpn_loc": 0.06494953522633296, "loss_sem_seg": 0.30619049398228526, "lr": 0.02, "mask_rcnn/accuracy": 0.8764075454400511, "mask_rcnn/false_negative": 0.09649308706272114, "mask_rcnn/false_positive": 0.13207173602695954, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5646017494946136, "total_loss": 1.1847380058679846} {"data_time": 0.013571322000643704, "eta_seconds": 72993.98651706117, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.2839971550497866, "fast_rcnn/fg_cls_accuracy": 0.658974358974359, "iteration": 140899, "loss_box_reg": 0.23595125460997224, "loss_cls": 0.21982295345515013, "loss_mask": 0.2561425091698766, "loss_rpn_cls": 0.036215349537087604, "loss_rpn_loc": 0.07300952402874827, "loss_sem_seg": 0.3195911981165409, "lr": 0.02, "mask_rcnn/accuracy": 0.892586255697158, "mask_rcnn/false_negative": 0.09387897334535025, "mask_rcnn/false_positive": 0.13995271220676825, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5521792664949317, "total_loss": 1.1636350050684996} {"data_time": 0.012167525499535259, "eta_seconds": 72982.67847351123, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.41213303604607954, "fast_rcnn/fg_cls_accuracy": 0.5431022970085471, "iteration": 140919, "loss_box_reg": 0.24253260111436248, "loss_cls": 0.2093680298421532, "loss_mask": 0.25437496416270733, "loss_rpn_cls": 0.04185557257733308, "loss_rpn_loc": 0.07896226010052487, "loss_sem_seg": 0.31871627690270543, "lr": 0.02, "mask_rcnn/accuracy": 0.8827420550068448, "mask_rcnn/false_negative": 0.09766351383380842, "mask_rcnn/false_positive": 0.1465717386891316, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5713356189953629, "total_loss": 1.1540420143865049} {"data_time": 0.012174338997283485, "eta_seconds": 73008.7944421954, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.3040802401746725, "fast_rcnn/fg_cls_accuracy": 0.6885416666666666, "iteration": 140939, "loss_box_reg": 0.2423271769657731, "loss_cls": 0.2215997572056949, "loss_mask": 0.25469895265996456, "loss_rpn_cls": 0.04354249173775315, "loss_rpn_loc": 0.07318114396184683, "loss_sem_seg": 0.3021025382913649, "lr": 0.02, "mask_rcnn/accuracy": 0.8841193962287712, "mask_rcnn/false_negative": 0.08652182880029935, "mask_rcnn/false_positive": 0.1537256971113335, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5644070354974247, "total_loss": 1.1320362210681196} {"data_time": 0.012441196500731166, "eta_seconds": 73015.32845366233, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.3314907625786163, "fast_rcnn/fg_cls_accuracy": 0.539353993216158, "iteration": 140959, "loss_box_reg": 0.23079255502671003, "loss_cls": 0.22145239502424374, "loss_mask": 0.25143643002957106, "loss_rpn_cls": 0.04400869028177112, "loss_rpn_loc": 0.07235982581914868, "loss_sem_seg": 0.3044156404212117, "lr": 0.02, "mask_rcnn/accuracy": 0.8874121876689961, "mask_rcnn/false_negative": 0.10339576259966879, "mask_rcnn/false_positive": 0.11806284617336796, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 234.75, "rpn/num_pos_anchors": 21.25, "time": 0.5590207549976185, "total_loss": 1.1368101058033062} {"data_time": 0.013528866504202597, "eta_seconds": 72993.6889387038, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.33658854166666663, "fast_rcnn/fg_cls_accuracy": 0.6493452904929577, "iteration": 140979, "loss_box_reg": 0.2358975289389491, "loss_cls": 0.195499571505934, "loss_mask": 0.262396770529449, "loss_rpn_cls": 0.047260786464903504, "loss_rpn_loc": 0.08779208094347268, "loss_sem_seg": 0.3192353677004576, "lr": 0.02, "mask_rcnn/accuracy": 0.8730400782425181, "mask_rcnn/false_negative": 0.10022518690606334, "mask_rcnn/false_positive": 0.13228307622516117, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 0.5667382425017422, "total_loss": 1.1416593726025894} {"data_time": 0.01253719899978023, "eta_seconds": 72992.69523524224, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3233830845771144, "fast_rcnn/fg_cls_accuracy": 0.6371452621452621, "iteration": 140999, "loss_box_reg": 0.21791786886751652, "loss_cls": 0.2083660347852856, "loss_mask": 0.256758788600564, "loss_rpn_cls": 0.04032397089758888, "loss_rpn_loc": 0.07635772875801194, "loss_sem_seg": 0.3222407968714833, "lr": 0.02, "mask_rcnn/accuracy": 0.8897059437522963, "mask_rcnn/false_negative": 0.08130099216213416, "mask_rcnn/false_positive": 0.11206369305948101, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5705571024955134, "total_loss": 1.1073100947687635} {"data_time": 0.012390496995067224, "eta_seconds": 73010.1997522302, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.3131777463460632, "fast_rcnn/fg_cls_accuracy": 0.6627450980392157, "iteration": 141019, "loss_box_reg": 0.2543890937231481, "loss_cls": 0.23218431160785258, "loss_mask": 0.2527994094416499, "loss_rpn_cls": 0.03968240068934392, "loss_rpn_loc": 0.0797473406419158, "loss_sem_seg": 0.28132931562140584, "lr": 0.02, "mask_rcnn/accuracy": 0.892915964355709, "mask_rcnn/false_negative": 0.0997211855164841, "mask_rcnn/false_positive": 0.13365356390741923, "roi_head/num_bg_samples": 461.5, "roi_head/num_fg_samples": 50.5, "rpn/num_neg_anchors": 234.25, "rpn/num_pos_anchors": 21.75, "time": 0.5666812719937298, "total_loss": 1.112478711467702} {"data_time": 0.013645325998368207, "eta_seconds": 72970.06201682215, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.34574605082417587, "fast_rcnn/fg_cls_accuracy": 0.6170006464124111, "iteration": 141039, "loss_box_reg": 0.23447192087769508, "loss_cls": 0.20318796765059233, "loss_mask": 0.25329816341400146, "loss_rpn_cls": 0.04404548570164479, "loss_rpn_loc": 0.07649227033834904, "loss_sem_seg": 0.3215006282553077, "lr": 0.02, "mask_rcnn/accuracy": 0.8938689848998606, "mask_rcnn/false_negative": 0.09265170839337769, "mask_rcnn/false_positive": 0.13048018578016998, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5655947175036999, "total_loss": 1.0776290911308024} {"data_time": 0.012022488997899927, "eta_seconds": 72946.88438238998, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.39150757077024356, "fast_rcnn/fg_cls_accuracy": 0.5987074829931973, "iteration": 141059, "loss_box_reg": 0.22789727384224534, "loss_cls": 0.21546799037605524, "loss_mask": 0.25908051524311304, "loss_rpn_cls": 0.041767835908103734, "loss_rpn_loc": 0.09487602021545172, "loss_sem_seg": 0.3388769840821624, "lr": 0.02, "mask_rcnn/accuracy": 0.8894940533958149, "mask_rcnn/false_negative": 0.09101220413611316, "mask_rcnn/false_positive": 0.12489856060759699, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5569180020029307, "total_loss": 1.154558174443082} {"data_time": 0.013006098495679908, "eta_seconds": 72970.83556628475, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.30952380952380953, "fast_rcnn/fg_cls_accuracy": 0.5834250091675834, "iteration": 141079, "loss_box_reg": 0.2543201199732721, "loss_cls": 0.22747423825785518, "loss_mask": 0.24448432866483927, "loss_rpn_cls": 0.04085258833401895, "loss_rpn_loc": 0.08117676916299388, "loss_sem_seg": 0.3088308055885136, "lr": 0.02, "mask_rcnn/accuracy": 0.8943492575601669, "mask_rcnn/false_negative": 0.07847376645098662, "mask_rcnn/false_positive": 0.10300344535974698, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5757511024930864, "total_loss": 1.200102340124431} {"data_time": 0.011912504502106458, "eta_seconds": 72966.93041988442, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.33771929824561403, "fast_rcnn/fg_cls_accuracy": 0.6200181983621473, "iteration": 141099, "loss_box_reg": 0.2566007277928293, "loss_cls": 0.21841403259895742, "loss_mask": 0.2622076394036412, "loss_rpn_cls": 0.03933475067606196, "loss_rpn_loc": 0.08165541497874074, "loss_sem_seg": 0.33317129826173186, "lr": 0.02, "mask_rcnn/accuracy": 0.8926936702100194, "mask_rcnn/false_negative": 0.08847216473597815, "mask_rcnn/false_positive": 0.12192177631674055, "roi_head/num_bg_samples": 431.75, "roi_head/num_fg_samples": 80.25, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5554671954960213, "total_loss": 1.1394694987684488} {"data_time": 0.013201464498706628, "eta_seconds": 72953.59436093052, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3117622003164172, "fast_rcnn/fg_cls_accuracy": 0.6325401488444966, "iteration": 141119, "loss_box_reg": 0.2382941460236907, "loss_cls": 0.2091719659511, "loss_mask": 0.26699095498770475, "loss_rpn_cls": 0.04240039866999723, "loss_rpn_loc": 0.08112913346849382, "loss_sem_seg": 0.31334001617506146, "lr": 0.02, "mask_rcnn/accuracy": 0.9053502274403737, "mask_rcnn/false_negative": 0.08360033678723164, "mask_rcnn/false_positive": 0.12149475836884499, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5673725450033089, "total_loss": 1.090232980583096} {"data_time": 0.012746980988595169, "eta_seconds": 72954.5714542437, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.2512553802008608, "fast_rcnn/fg_cls_accuracy": 0.6959796868387642, "iteration": 141139, "loss_box_reg": 0.2415033644065261, "loss_cls": 0.20096989744342864, "loss_mask": 0.2543835658580065, "loss_rpn_cls": 0.04104223777540028, "loss_rpn_loc": 0.06726017070468515, "loss_sem_seg": 0.3552270708605647, "lr": 0.02, "mask_rcnn/accuracy": 0.9127582823729669, "mask_rcnn/false_negative": 0.06316146275915957, "mask_rcnn/false_positive": 0.11309358398502103, "roi_head/num_bg_samples": 459.0, "roi_head/num_fg_samples": 53.0, "rpn/num_neg_anchors": 237.5, "rpn/num_pos_anchors": 18.5, "time": 0.5718263995076995, "total_loss": 1.1599779117532307} {"data_time": 0.012473523005610332, "eta_seconds": 72972.40351110297, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.2830925534413906, "fast_rcnn/fg_cls_accuracy": 0.7044170518746791, "iteration": 141159, "loss_box_reg": 0.20001935679465532, "loss_cls": 0.18549478403292596, "loss_mask": 0.25643904879689217, "loss_rpn_cls": 0.035462504194583744, "loss_rpn_loc": 0.07444501749705523, "loss_sem_seg": 0.3121584919281304, "lr": 0.02, "mask_rcnn/accuracy": 0.8973695807667659, "mask_rcnn/false_negative": 0.10155221354621986, "mask_rcnn/false_positive": 0.10987180555153031, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5752467939892085, "total_loss": 1.0795794981750078} {"data_time": 0.012674162004259415, "eta_seconds": 72956.24907509549, "fast_rcnn/cls_accuracy": 0.90673828125, "fast_rcnn/false_negative": 0.39763905818951695, "fast_rcnn/fg_cls_accuracy": 0.5885994739205749, "iteration": 141179, "loss_box_reg": 0.24226919282227755, "loss_cls": 0.22789149824529886, "loss_mask": 0.2516956804320216, "loss_rpn_cls": 0.04207507221144624, "loss_rpn_loc": 0.06703685311367735, "loss_sem_seg": 0.33737438172101974, "lr": 0.02, "mask_rcnn/accuracy": 0.8839633580705009, "mask_rcnn/false_negative": 0.10569511496370214, "mask_rcnn/false_positive": 0.1174735741507123, "roi_head/num_bg_samples": 432.75, "roi_head/num_fg_samples": 79.25, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.5617751734971534, "total_loss": 1.1841830391203985} {"data_time": 0.012838937502237968, "eta_seconds": 72920.60249321396, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.26987658244610413, "fast_rcnn/fg_cls_accuracy": 0.6536731634182908, "iteration": 141199, "loss_box_reg": 0.23276016232557595, "loss_cls": 0.2020674601662904, "loss_mask": 0.2411881466396153, "loss_rpn_cls": 0.03921509569045156, "loss_rpn_loc": 0.07191596302436665, "loss_sem_seg": 0.34529924346134067, "lr": 0.02, "mask_rcnn/accuracy": 0.8924276618940554, "mask_rcnn/false_negative": 0.0889753827715927, "mask_rcnn/false_positive": 0.11500559988477757, "roi_head/num_bg_samples": 464.0, "roi_head/num_fg_samples": 48.0, "rpn/num_neg_anchors": 236.25, "rpn/num_pos_anchors": 19.75, "time": 0.5604201050009578, "total_loss": 1.1245670967109618} {"data_time": 0.012570047998451628, "eta_seconds": 72900.64023300051, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.42052631578947364, "fast_rcnn/fg_cls_accuracy": 0.5773524720893142, "iteration": 141219, "loss_box_reg": 0.22883906005881727, "loss_cls": 0.20627119299024343, "loss_mask": 0.258930342271924, "loss_rpn_cls": 0.039957263725227676, "loss_rpn_loc": 0.06124223362712655, "loss_sem_seg": 0.338295363355428, "lr": 0.02, "mask_rcnn/accuracy": 0.8995093909579748, "mask_rcnn/false_negative": 0.09486043751970777, "mask_rcnn/false_positive": 0.12418346995116955, "roi_head/num_bg_samples": 457.5, "roi_head/num_fg_samples": 54.5, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.5577734675025567, "total_loss": 1.1474082169006579} {"data_time": 0.011988316997303627, "eta_seconds": 72880.27364316434, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.2975874957526334, "fast_rcnn/fg_cls_accuracy": 0.6769676484789957, "iteration": 141239, "loss_box_reg": 0.2134838681668043, "loss_cls": 0.2018375350162387, "loss_mask": 0.24453623313456774, "loss_rpn_cls": 0.038469480015919544, "loss_rpn_loc": 0.05671188732958399, "loss_sem_seg": 0.30236506601795554, "lr": 0.02, "mask_rcnn/accuracy": 0.9015757323337499, "mask_rcnn/false_negative": 0.08857668760136153, "mask_rcnn/false_positive": 0.10143577168189827, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5574704644968733, "total_loss": 1.083144049422117} {"data_time": 0.012006634497083724, "eta_seconds": 72864.60742890877, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3344748858447488, "fast_rcnn/fg_cls_accuracy": 0.6516523783185841, "iteration": 141259, "loss_box_reg": 0.22007237281650305, "loss_cls": 0.21881898818537593, "loss_mask": 0.24324683751910925, "loss_rpn_cls": 0.036382306047016755, "loss_rpn_loc": 0.08034422202035785, "loss_sem_seg": 0.3305686009116471, "lr": 0.02, "mask_rcnn/accuracy": 0.880867483017389, "mask_rcnn/false_negative": 0.10201754493545366, "mask_rcnn/false_positive": 0.1244154669407245, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.5629199745017104, "total_loss": 1.1518315459688893} {"data_time": 0.01221112150233239, "eta_seconds": 72836.30904768468, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.32538487282463185, "fast_rcnn/fg_cls_accuracy": 0.6029393487447179, "iteration": 141279, "loss_box_reg": 0.22939866175875068, "loss_cls": 0.20921415835618973, "loss_mask": 0.2471456779167056, "loss_rpn_cls": 0.041790483344811946, "loss_rpn_loc": 0.09074996184790507, "loss_sem_seg": 0.32810665061697364, "lr": 0.02, "mask_rcnn/accuracy": 0.8815170683617474, "mask_rcnn/false_negative": 0.0852311238880806, "mask_rcnn/false_positive": 0.137589731877596, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5641303779993905, "total_loss": 1.1780023723113118} {"data_time": 0.012206911502289586, "eta_seconds": 72802.52227837825, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.3504739078330973, "fast_rcnn/fg_cls_accuracy": 0.5853961705278747, "iteration": 141299, "loss_box_reg": 0.22552241198718548, "loss_cls": 0.1990949943428859, "loss_mask": 0.25029682787135243, "loss_rpn_cls": 0.045456996420398355, "loss_rpn_loc": 0.07264944008784369, "loss_sem_seg": 0.29664379823952913, "lr": 0.02, "mask_rcnn/accuracy": 0.883463772931969, "mask_rcnn/false_negative": 0.11172971695200296, "mask_rcnn/false_positive": 0.10383149494776228, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5664277020041482, "total_loss": 1.095273200829979} {"data_time": 0.012630114993953612, "eta_seconds": 72701.50769836124, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.30793514134022093, "fast_rcnn/fg_cls_accuracy": 0.6388254915730337, "iteration": 141319, "loss_box_reg": 0.21763688581995666, "loss_cls": 0.20250777597539127, "loss_mask": 0.24888114631175995, "loss_rpn_cls": 0.03997186590277124, "loss_rpn_loc": 0.06912987813120708, "loss_sem_seg": 0.3229144411161542, "lr": 0.02, "mask_rcnn/accuracy": 0.8989325670449697, "mask_rcnn/false_negative": 0.09134702488472324, "mask_rcnn/false_positive": 0.11511544706403606, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5532541220018174, "total_loss": 1.1084884666488506} {"data_time": 0.012161672995716799, "eta_seconds": 72599.74909993605, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.3113342898134864, "fast_rcnn/fg_cls_accuracy": 0.6609203360103388, "iteration": 141339, "loss_box_reg": 0.23364708805456758, "loss_cls": 0.20590062998235226, "loss_mask": 0.24881313741207123, "loss_rpn_cls": 0.03920030425069854, "loss_rpn_loc": 0.06404278113041073, "loss_sem_seg": 0.32452697586268187, "lr": 0.02, "mask_rcnn/accuracy": 0.8883061341419685, "mask_rcnn/false_negative": 0.10390201149546746, "mask_rcnn/false_positive": 0.13721410126954986, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 234.75, "rpn/num_pos_anchors": 21.25, "time": 0.561084415006917, "total_loss": 1.161652206996223} {"data_time": 0.01288520300295204, "eta_seconds": 72710.42453385655, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.3494186046511628, "fast_rcnn/fg_cls_accuracy": 0.5827586206896551, "iteration": 141359, "loss_box_reg": 0.23761358787305653, "loss_cls": 0.19949256209656596, "loss_mask": 0.24790397938340902, "loss_rpn_cls": 0.0384742639871547, "loss_rpn_loc": 0.07115611532935873, "loss_sem_seg": 0.323895875364542, "lr": 0.02, "mask_rcnn/accuracy": 0.8959572465349777, "mask_rcnn/false_negative": 0.09256019323755045, "mask_rcnn/false_positive": 0.11388063945969187, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5719574780086987, "total_loss": 1.1292342715896666} {"data_time": 0.012282358497031964, "eta_seconds": 72760.5556398452, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.25729386892177586, "fast_rcnn/fg_cls_accuracy": 0.6700680272108843, "iteration": 141379, "loss_box_reg": 0.23241788614541292, "loss_cls": 0.20259571366477758, "loss_mask": 0.254900673404336, "loss_rpn_cls": 0.03462870212388225, "loss_rpn_loc": 0.07815623085480183, "loss_sem_seg": 0.32435903139412403, "lr": 0.02, "mask_rcnn/accuracy": 0.8825683468876272, "mask_rcnn/false_negative": 0.09797368169711428, "mask_rcnn/false_positive": 0.12014596289604745, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5662284310019459, "total_loss": 1.1426617359684315} {"data_time": 0.01239294400147628, "eta_seconds": 72791.09096597855, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.32971014492753625, "fast_rcnn/fg_cls_accuracy": 0.6219851576994434, "iteration": 141399, "loss_box_reg": 0.23419352481141686, "loss_cls": 0.20963036501780152, "loss_mask": 0.2614521235227585, "loss_rpn_cls": 0.04001950349629624, "loss_rpn_loc": 0.07302289182553068, "loss_sem_seg": 0.28756300266832113, "lr": 0.02, "mask_rcnn/accuracy": 0.8625802298487282, "mask_rcnn/false_negative": 0.11217604841602918, "mask_rcnn/false_positive": 0.13619943876296353, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5740708049925161, "total_loss": 1.1495547189260833} {"data_time": 0.012674873993091751, "eta_seconds": 72779.77051108847, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3194248412138321, "fast_rcnn/fg_cls_accuracy": 0.6214887640449438, "iteration": 141419, "loss_box_reg": 0.24397960491478443, "loss_cls": 0.21456935070455074, "loss_mask": 0.25849500484764576, "loss_rpn_cls": 0.044807093450799584, "loss_rpn_loc": 0.07903123760479502, "loss_sem_seg": 0.3316935910843313, "lr": 0.02, "mask_rcnn/accuracy": 0.8908706549576213, "mask_rcnn/false_negative": 0.08228761126047227, "mask_rcnn/false_positive": 0.1484943261762324, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5651054685004056, "total_loss": 1.1965661382419057} {"data_time": 0.012413446500431746, "eta_seconds": 72790.2973909903, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3238993710691824, "fast_rcnn/fg_cls_accuracy": 0.6132075471698113, "iteration": 141439, "loss_box_reg": 0.2356938028242439, "loss_cls": 0.21796808065846562, "loss_mask": 0.25715996930375695, "loss_rpn_cls": 0.04746443385374732, "loss_rpn_loc": 0.08104068267857656, "loss_sem_seg": 0.32352112606167793, "lr": 0.02, "mask_rcnn/accuracy": 0.8929346956552655, "mask_rcnn/false_negative": 0.09590866871033135, "mask_rcnn/false_positive": 0.12162518182727838, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5704841695041978, "total_loss": 1.1506629006471485} {"data_time": 0.011780541499319952, "eta_seconds": 72778.97353735023, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.32527196652719664, "fast_rcnn/fg_cls_accuracy": 0.614054054054054, "iteration": 141459, "loss_box_reg": 0.24387726932764053, "loss_cls": 0.22220124513842165, "loss_mask": 0.258025199174881, "loss_rpn_cls": 0.04182469595980365, "loss_rpn_loc": 0.06475864793173969, "loss_sem_seg": 0.3398999162018299, "lr": 0.02, "mask_rcnn/accuracy": 0.8878425966450034, "mask_rcnn/false_negative": 0.09028183947875808, "mask_rcnn/false_positive": 0.14327698773810418, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 206.75, "rpn/num_pos_anchors": 49.25, "time": 0.5705308420001529, "total_loss": 1.178669998946134} {"data_time": 0.012759229000948835, "eta_seconds": 72753.45884397122, "fast_rcnn/cls_accuracy": 0.90673828125, "fast_rcnn/false_negative": 0.34606403013182674, "fast_rcnn/fg_cls_accuracy": 0.6498090277777777, "iteration": 141479, "loss_box_reg": 0.24881710950285196, "loss_cls": 0.21538472454994917, "loss_mask": 0.254536259919405, "loss_rpn_cls": 0.036612217081710696, "loss_rpn_loc": 0.07786392199341208, "loss_sem_seg": 0.309257262153551, "lr": 0.02, "mask_rcnn/accuracy": 0.8836934504427547, "mask_rcnn/false_negative": 0.0809147311911945, "mask_rcnn/false_positive": 0.13049798696050216, "roi_head/num_bg_samples": 432.75, "roi_head/num_fg_samples": 79.25, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5792001064983197, "total_loss": 1.1727800701773958} {"data_time": 0.01342396299878601, "eta_seconds": 72736.42115316048, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.334983498349835, "fast_rcnn/fg_cls_accuracy": 0.6285127448915104, "iteration": 141499, "loss_box_reg": 0.23452634178102016, "loss_cls": 0.21419332083314657, "loss_mask": 0.2564453789964318, "loss_rpn_cls": 0.04075953611754812, "loss_rpn_loc": 0.08478270773775876, "loss_sem_seg": 0.33394234348088503, "lr": 0.02, "mask_rcnn/accuracy": 0.8909409975453491, "mask_rcnn/false_negative": 0.08661160285273468, "mask_rcnn/false_positive": 0.1424037657442073, "roi_head/num_bg_samples": 431.75, "roi_head/num_fg_samples": 80.25, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.5549813164980151, "total_loss": 1.1814876537246164} {"data_time": 0.012654504003876355, "eta_seconds": 72745.00197643005, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.3293167372881356, "fast_rcnn/fg_cls_accuracy": 0.6706832627118644, "iteration": 141519, "loss_box_reg": 0.2117379866540432, "loss_cls": 0.21218098793178797, "loss_mask": 0.2446420444175601, "loss_rpn_cls": 0.04045713447703747, "loss_rpn_loc": 0.06787753637763672, "loss_sem_seg": 0.2966474941931665, "lr": 0.02, "mask_rcnn/accuracy": 0.8936401113278265, "mask_rcnn/false_negative": 0.09630519024669437, "mask_rcnn/false_positive": 0.11236567682620303, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5647145889961394, "total_loss": 1.107859370764345} {"data_time": 0.01242365450161742, "eta_seconds": 72713.77964184052, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.34120258956716265, "fast_rcnn/fg_cls_accuracy": 0.6060526315789474, "iteration": 141539, "loss_box_reg": 0.2518697897903621, "loss_cls": 0.22039903281256557, "loss_mask": 0.2642764546908438, "loss_rpn_cls": 0.0437318874464836, "loss_rpn_loc": 0.07613900455180556, "loss_sem_seg": 0.3231785879470408, "lr": 0.02, "mask_rcnn/accuracy": 0.8744361279804145, "mask_rcnn/false_negative": 0.1029059847262116, "mask_rcnn/false_positive": 0.1381586066043644, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.5614076279962319, "total_loss": 1.2115615318907658} {"data_time": 0.013343673992494587, "eta_seconds": 72658.73012134377, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.26044624746450307, "fast_rcnn/fg_cls_accuracy": 0.6627302436125966, "iteration": 141559, "loss_box_reg": 0.22937954869121313, "loss_cls": 0.21594585059210658, "loss_mask": 0.24945566058158875, "loss_rpn_cls": 0.04387363859132165, "loss_rpn_loc": 0.07838232681388035, "loss_sem_seg": 0.34830148331820965, "lr": 0.02, "mask_rcnn/accuracy": 0.9018911585505903, "mask_rcnn/false_negative": 0.09001691370919548, "mask_rcnn/false_positive": 0.10310494141031032, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5640317724974011, "total_loss": 1.1610200696450192} {"data_time": 0.012846091005485505, "eta_seconds": 72729.7138080968, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3044677544677545, "fast_rcnn/fg_cls_accuracy": 0.6447120295434903, "iteration": 141579, "loss_box_reg": 0.2311468576081097, "loss_cls": 0.20598159893415868, "loss_mask": 0.24842839781194925, "loss_rpn_cls": 0.0422486251918599, "loss_rpn_loc": 0.0848988450015895, "loss_sem_seg": 0.3144474932923913, "lr": 0.02, "mask_rcnn/accuracy": 0.8974510042112083, "mask_rcnn/false_negative": 0.08420146844458028, "mask_rcnn/false_positive": 0.12362779277918831, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5735700620061834, "total_loss": 1.1071371905272827} {"data_time": 0.013183361996198073, "eta_seconds": 72726.87178371867, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.37927529827662393, "fast_rcnn/fg_cls_accuracy": 0.5972278511793792, "iteration": 141599, "loss_box_reg": 0.21264808508567512, "loss_cls": 0.19029370928183198, "loss_mask": 0.2578097586520016, "loss_rpn_cls": 0.04695043638639618, "loss_rpn_loc": 0.07876888386090286, "loss_sem_seg": 0.3022926482371986, "lr": 0.02, "mask_rcnn/accuracy": 0.8865354203811702, "mask_rcnn/false_negative": 0.0945565934478643, "mask_rcnn/false_positive": 0.10460080830320251, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.5742185705094016, "total_loss": 1.1056104322342435} {"data_time": 0.012290260499867145, "eta_seconds": 72745.76850128899, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.3283156237701692, "fast_rcnn/fg_cls_accuracy": 0.6378842676311032, "iteration": 141619, "loss_box_reg": 0.235177262686193, "loss_cls": 0.21228511212393641, "loss_mask": 0.25748151121661067, "loss_rpn_cls": 0.03722433697839733, "loss_rpn_loc": 0.09042382863117382, "loss_sem_seg": 0.3227256494574249, "lr": 0.02, "mask_rcnn/accuracy": 0.887152568869529, "mask_rcnn/false_negative": 0.10093812114231887, "mask_rcnn/false_positive": 0.12332620376746817, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5859193455034983, "total_loss": 1.1106671597226523} {"data_time": 0.012218725503771566, "eta_seconds": 72759.22080477678, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.3538291605301914, "fast_rcnn/fg_cls_accuracy": 0.5856060606060607, "iteration": 141639, "loss_box_reg": 0.2389370664022863, "loss_cls": 0.22761512745637447, "loss_mask": 0.24403801560401917, "loss_rpn_cls": 0.0481566904054489, "loss_rpn_loc": 0.07871354633243755, "loss_sem_seg": 0.31449536327272654, "lr": 0.02, "mask_rcnn/accuracy": 0.8940522898260477, "mask_rcnn/false_negative": 0.10027393462088005, "mask_rcnn/false_positive": 0.10512331860203619, "roi_head/num_bg_samples": 455.5, "roi_head/num_fg_samples": 56.5, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5749953815029585, "total_loss": 1.151191875396762} {"data_time": 0.013533206001739018, "eta_seconds": 72747.8841494368, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.35174418604651164, "fast_rcnn/fg_cls_accuracy": 0.6060065629904409, "iteration": 141659, "loss_box_reg": 0.2133111236616969, "loss_cls": 0.21032633417053148, "loss_mask": 0.23751131119206548, "loss_rpn_cls": 0.035205086212954484, "loss_rpn_loc": 0.06871690996922553, "loss_sem_seg": 0.3011999661102891, "lr": 0.02, "mask_rcnn/accuracy": 0.8872862128313582, "mask_rcnn/false_negative": 0.10741423976257487, "mask_rcnn/false_positive": 0.1187190782908602, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5572479465045035, "total_loss": 1.079933847344364} {"data_time": 0.011625837498286273, "eta_seconds": 72668.4900783634, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.2838827838827839, "fast_rcnn/fg_cls_accuracy": 0.7025641025641025, "iteration": 141679, "loss_box_reg": 0.21657403884455562, "loss_cls": 0.18919507251121104, "loss_mask": 0.2509927651844919, "loss_rpn_cls": 0.040217608329840004, "loss_rpn_loc": 0.07339901401428506, "loss_sem_seg": 0.30089643876999617, "lr": 0.02, "mask_rcnn/accuracy": 0.8976073946061942, "mask_rcnn/false_negative": 0.07487598300013831, "mask_rcnn/false_positive": 0.12180907169106087, "roi_head/num_bg_samples": 458.5, "roi_head/num_fg_samples": 53.5, "rpn/num_neg_anchors": 237.75, "rpn/num_pos_anchors": 18.25, "time": 0.5605006839978159, "total_loss": 1.120362353103701} {"data_time": 0.01290758499817457, "eta_seconds": 72715.19283948204, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.3513286713286713, "fast_rcnn/fg_cls_accuracy": 0.6057742257742258, "iteration": 141699, "loss_box_reg": 0.2546905786730349, "loss_cls": 0.23401231225579977, "loss_mask": 0.25492745265364647, "loss_rpn_cls": 0.04269411516725086, "loss_rpn_loc": 0.08025735965929925, "loss_sem_seg": 0.2989755552262068, "lr": 0.02, "mask_rcnn/accuracy": 0.8773572295795966, "mask_rcnn/false_negative": 0.099463911192288, "mask_rcnn/false_positive": 0.13163518020453796, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5830727790016681, "total_loss": 1.1861819029436447} {"data_time": 0.01264939350221539, "eta_seconds": 72645.83798242325, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.3489853896103896, "fast_rcnn/fg_cls_accuracy": 0.630827067669173, "iteration": 141719, "loss_box_reg": 0.22414947301149368, "loss_cls": 0.21136622340418398, "loss_mask": 0.24994570948183537, "loss_rpn_cls": 0.04008827197321807, "loss_rpn_loc": 0.07219693157821894, "loss_sem_seg": 0.3097191830165684, "lr": 0.02, "mask_rcnn/accuracy": 0.898086197992423, "mask_rcnn/false_negative": 0.08302453584897002, "mask_rcnn/false_positive": 0.11427722283117145, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5615770619988325, "total_loss": 1.1380811431445181} {"data_time": 0.012856264496804215, "eta_seconds": 72559.05823192361, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3616516189290162, "fast_rcnn/fg_cls_accuracy": 0.5887421383647798, "iteration": 141739, "loss_box_reg": 0.2317671151831746, "loss_cls": 0.22012325702235103, "loss_mask": 0.2462080419063568, "loss_rpn_cls": 0.04696836561197415, "loss_rpn_loc": 0.08773898269282654, "loss_sem_seg": 0.311623346991837, "lr": 0.02, "mask_rcnn/accuracy": 0.8867635262331566, "mask_rcnn/false_negative": 0.09374355407326664, "mask_rcnn/false_positive": 0.13551446279911006, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5521122880018083, "total_loss": 1.1727595542615745} {"data_time": 0.012673007004195824, "eta_seconds": 72575.0658877657, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.26794258373205737, "fast_rcnn/fg_cls_accuracy": 0.7207792207792207, "iteration": 141759, "loss_box_reg": 0.2235967522719875, "loss_cls": 0.1946548509877175, "loss_mask": 0.2476908452808857, "loss_rpn_cls": 0.039608779188711196, "loss_rpn_loc": 0.07929347432218492, "loss_sem_seg": 0.27625346439890563, "lr": 0.02, "mask_rcnn/accuracy": 0.888923788265306, "mask_rcnn/false_negative": 0.07563718723144647, "mask_rcnn/false_positive": 0.12469757960793675, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5673054465005407, "total_loss": 1.08951197512215} {"data_time": 0.013557571997807827, "eta_seconds": 72536.42966728372, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.3471681272314184, "fast_rcnn/fg_cls_accuracy": 0.5955555555555556, "iteration": 141779, "loss_box_reg": 0.21621363796293736, "loss_cls": 0.21563103329390287, "loss_mask": 0.2549658380448818, "loss_rpn_cls": 0.03710420632705791, "loss_rpn_loc": 0.07648143556434661, "loss_sem_seg": 0.324403022415936, "lr": 0.02, "mask_rcnn/accuracy": 0.8966721171227112, "mask_rcnn/false_negative": 0.09200828910040248, "mask_rcnn/false_positive": 0.12372047018612486, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5629186140067759, "total_loss": 1.1234578947769478} {"data_time": 0.013956757997220848, "eta_seconds": 72524.58136459439, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3596875, "fast_rcnn/fg_cls_accuracy": 0.6180730672243065, "iteration": 141799, "loss_box_reg": 0.22364107193425298, "loss_cls": 0.21194218890741467, "loss_mask": 0.2667626179754734, "loss_rpn_cls": 0.04205967555753887, "loss_rpn_loc": 0.08503634450607933, "loss_sem_seg": 0.3094784652348608, "lr": 0.02, "mask_rcnn/accuracy": 0.8781272044778348, "mask_rcnn/false_negative": 0.1091465609565214, "mask_rcnn/false_positive": 0.15012216550859925, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5701398124947445, "total_loss": 1.1951078081328887} {"data_time": 0.013592172501375899, "eta_seconds": 72511.80756887601, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.30895691609977327, "fast_rcnn/fg_cls_accuracy": 0.6509196271101032, "iteration": 141819, "loss_box_reg": 0.23112287395633757, "loss_cls": 0.21016055950894952, "loss_mask": 0.24995203036814928, "loss_rpn_cls": 0.047581614038790576, "loss_rpn_loc": 0.07677796354983002, "loss_sem_seg": 0.34225752484053373, "lr": 0.02, "mask_rcnn/accuracy": 0.8872219883098871, "mask_rcnn/false_negative": 0.08680035446581472, "mask_rcnn/false_positive": 0.13230322477055562, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5654333454949665, "total_loss": 1.1450848273234442} {"data_time": 0.012365291004243772, "eta_seconds": 72473.40253935929, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.3623230003827019, "fast_rcnn/fg_cls_accuracy": 0.5944753187316116, "iteration": 141839, "loss_box_reg": 0.24249062268063426, "loss_cls": 0.21155409049242735, "loss_mask": 0.24415240716189146, "loss_rpn_cls": 0.039596550224814564, "loss_rpn_loc": 0.07888657914008945, "loss_sem_seg": 0.30827066069468856, "lr": 0.02, "mask_rcnn/accuracy": 0.8865681758583832, "mask_rcnn/false_negative": 0.0782822477953637, "mask_rcnn/false_positive": 0.12662736639559105, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5636143845040351, "total_loss": 1.1100932197150541} {"data_time": 0.012432436997187324, "eta_seconds": 72563.91350715017, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.3436488287945153, "fast_rcnn/fg_cls_accuracy": 0.6217385138967668, "iteration": 141859, "loss_box_reg": 0.24821166647598147, "loss_cls": 0.21858087740838528, "loss_mask": 0.2610458415001631, "loss_rpn_cls": 0.04427095819846727, "loss_rpn_loc": 0.08356885320972651, "loss_sem_seg": 0.29862860636785626, "lr": 0.02, "mask_rcnn/accuracy": 0.8691585620292874, "mask_rcnn/false_negative": 0.09133602577289833, "mask_rcnn/false_positive": 0.15704126201468538, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.5793065769976238, "total_loss": 1.1641849209845532} {"data_time": 0.013117098504153546, "eta_seconds": 72573.21740199998, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.31014131057974437, "fast_rcnn/fg_cls_accuracy": 0.635621921182266, "iteration": 141879, "loss_box_reg": 0.2213804330676794, "loss_cls": 0.22025639237836003, "loss_mask": 0.24777076579630375, "loss_rpn_cls": 0.04194160283077508, "loss_rpn_loc": 0.07476110430434346, "loss_sem_seg": 0.32284999964758754, "lr": 0.02, "mask_rcnn/accuracy": 0.8893044681358424, "mask_rcnn/false_negative": 0.10636283867899132, "mask_rcnn/false_positive": 0.10823581988868392, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5715955989944632, "total_loss": 1.1363396614906378} {"data_time": 0.012560230003145989, "eta_seconds": 72587.10939144905, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.3722775932078257, "fast_rcnn/fg_cls_accuracy": 0.5835640457733481, "iteration": 141899, "loss_box_reg": 0.23205807758495212, "loss_cls": 0.22213867702521384, "loss_mask": 0.2608877527527511, "loss_rpn_cls": 0.03535722472588532, "loss_rpn_loc": 0.07630921024247073, "loss_sem_seg": 0.3369167451746762, "lr": 0.02, "mask_rcnn/accuracy": 0.8915743471301565, "mask_rcnn/false_negative": 0.09124287370624735, "mask_rcnn/false_positive": 0.11579664277355711, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.566428485995857, "total_loss": 1.1274273007875308} {"data_time": 0.0129194280016236, "eta_seconds": 72529.93660038005, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.2782616869281865, "fast_rcnn/fg_cls_accuracy": 0.7151215121512151, "iteration": 141919, "loss_box_reg": 0.23520394461229444, "loss_cls": 0.21379336528480053, "loss_mask": 0.2522943136282265, "loss_rpn_cls": 0.04047485956107266, "loss_rpn_loc": 0.07902603523689322, "loss_sem_seg": 0.3321521342732012, "lr": 0.02, "mask_rcnn/accuracy": 0.896111327527644, "mask_rcnn/false_negative": 0.10108395905726647, "mask_rcnn/false_positive": 0.11443542600981785, "roi_head/num_bg_samples": 432.5, "roi_head/num_fg_samples": 79.5, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.5635231035048491, "total_loss": 1.1381354972327244} {"data_time": 0.012409606497385539, "eta_seconds": 72473.19899761514, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.4252283105022831, "fast_rcnn/fg_cls_accuracy": 0.5371098872279045, "iteration": 141939, "loss_box_reg": 0.2325835614465177, "loss_cls": 0.22675406467169523, "loss_mask": 0.25109944585710764, "loss_rpn_cls": 0.0392197186301928, "loss_rpn_loc": 0.07596110849408433, "loss_sem_seg": 0.346372724045068, "lr": 0.02, "mask_rcnn/accuracy": 0.882134748684113, "mask_rcnn/false_negative": 0.08175481591384337, "mask_rcnn/false_positive": 0.14643821191238898, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5542342934932094, "total_loss": 1.171469141903799} {"data_time": 0.013231537501269486, "eta_seconds": 72507.28532919998, "fast_rcnn/cls_accuracy": 0.90966796875, "fast_rcnn/false_negative": 0.39949132527931697, "fast_rcnn/fg_cls_accuracy": 0.5676067947247707, "iteration": 141959, "loss_box_reg": 0.22923839977011085, "loss_cls": 0.20348355686292052, "loss_mask": 0.2520471243187785, "loss_rpn_cls": 0.03989983153587673, "loss_rpn_loc": 0.06883021688554436, "loss_sem_seg": 0.32239215867593884, "lr": 0.02, "mask_rcnn/accuracy": 0.8712025504179326, "mask_rcnn/false_negative": 0.10191540834124133, "mask_rcnn/false_positive": 0.15397215815825646, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5693638025040855, "total_loss": 1.1294324035407044} {"data_time": 0.012507987499702722, "eta_seconds": 72476.12936822223, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.40625, "fast_rcnn/fg_cls_accuracy": 0.573046875, "iteration": 141979, "loss_box_reg": 0.22765604872256517, "loss_cls": 0.21361638139933348, "loss_mask": 0.2463150154799223, "loss_rpn_cls": 0.046151294896844774, "loss_rpn_loc": 0.07968986191553995, "loss_sem_seg": 0.3465522173792124, "lr": 0.02, "mask_rcnn/accuracy": 0.8933863910147393, "mask_rcnn/false_negative": 0.10807409156950631, "mask_rcnn/false_positive": 0.10679983934116472, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.5568520454980899, "total_loss": 1.1486192388583731} {"data_time": 0.0125059864949435, "eta_seconds": 72424.55403734652, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.3332168646634055, "fast_rcnn/fg_cls_accuracy": 0.5607966457023061, "iteration": 141999, "loss_box_reg": 0.2640586248598993, "loss_cls": 0.23654436925426126, "loss_mask": 0.2566731804981828, "loss_rpn_cls": 0.04552637433516793, "loss_rpn_loc": 0.08555698546115309, "loss_sem_seg": 0.31973168160766363, "lr": 0.02, "mask_rcnn/accuracy": 0.9000531163169493, "mask_rcnn/false_negative": 0.09824654785283206, "mask_rcnn/false_positive": 0.11530886732281782, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 235.0, "rpn/num_pos_anchors": 21.0, "time": 0.5675761420061463, "total_loss": 1.242576870485209} {"data_time": 0.0121648685017135, "eta_seconds": 72400.78318944178, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.3241252302025782, "fast_rcnn/fg_cls_accuracy": 0.6656686626746506, "iteration": 142019, "loss_box_reg": 0.23110103933140635, "loss_cls": 0.21587999211624265, "loss_mask": 0.24223345518112183, "loss_rpn_cls": 0.04263260291190818, "loss_rpn_loc": 0.07440115202916786, "loss_sem_seg": 0.29723655665293336, "lr": 0.02, "mask_rcnn/accuracy": 0.8836026193694261, "mask_rcnn/false_negative": 0.09005371811539503, "mask_rcnn/false_positive": 0.1382508606825367, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 208.0, "rpn/num_pos_anchors": 48.0, "time": 0.5611462929955451, "total_loss": 1.1097238472138997} {"data_time": 0.012587783501658123, "eta_seconds": 72401.92154102623, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.3637677170771983, "fast_rcnn/fg_cls_accuracy": 0.585836038961039, "iteration": 142039, "loss_box_reg": 0.24870796082541347, "loss_cls": 0.23004270833916962, "loss_mask": 0.2575872950255871, "loss_rpn_cls": 0.04658424874651246, "loss_rpn_loc": 0.06837584380991757, "loss_sem_seg": 0.3014348077122122, "lr": 0.02, "mask_rcnn/accuracy": 0.8963924754154908, "mask_rcnn/false_negative": 0.10355006243960434, "mask_rcnn/false_positive": 0.12404630356247452, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5732580074982252, "total_loss": 1.1766906921984628} {"data_time": 0.012647884497710038, "eta_seconds": 72478.48451109082, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.32298384415929793, "fast_rcnn/fg_cls_accuracy": 0.540251572327044, "iteration": 142059, "loss_box_reg": 0.22727971384301782, "loss_cls": 0.21350506506860256, "loss_mask": 0.24500179383903742, "loss_rpn_cls": 0.039535923569928855, "loss_rpn_loc": 0.06127435801317915, "loss_sem_seg": 0.2973340335302055, "lr": 0.02, "mask_rcnn/accuracy": 0.880358299782498, "mask_rcnn/false_negative": 0.10857422726428374, "mask_rcnn/false_positive": 0.14341461536010058, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5798042399983387, "total_loss": 1.1477275540237315} {"data_time": 0.013930572007666342, "eta_seconds": 72379.28904470593, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.3741315136476427, "fast_rcnn/fg_cls_accuracy": 0.584080459770115, "iteration": 142079, "loss_box_reg": 0.22995708882808685, "loss_cls": 0.19474815856665373, "loss_mask": 0.2511926293373108, "loss_rpn_cls": 0.039608881110325456, "loss_rpn_loc": 0.0885078685823828, "loss_sem_seg": 0.33895531040616333, "lr": 0.02, "mask_rcnn/accuracy": 0.8839722291355567, "mask_rcnn/false_negative": 0.08273160676496376, "mask_rcnn/false_positive": 0.1397943648316445, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.5679123450026964, "total_loss": 1.156461035425309} {"data_time": 0.012363953006570227, "eta_seconds": 72408.19414256248, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3787142208087233, "fast_rcnn/fg_cls_accuracy": 0.5903321161537124, "iteration": 142099, "loss_box_reg": 0.2261722176335752, "loss_cls": 0.23119880259037018, "loss_mask": 0.2635480184108019, "loss_rpn_cls": 0.04758016410050914, "loss_rpn_loc": 0.0784404055448249, "loss_sem_seg": 0.33799181412905455, "lr": 0.02, "mask_rcnn/accuracy": 0.895919167398142, "mask_rcnn/false_negative": 0.08607514807413111, "mask_rcnn/false_positive": 0.12756309514769576, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.5645789979971596, "total_loss": 1.1835595941229258} {"data_time": 0.012954294004885014, "eta_seconds": 72344.21168024163, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.24568838443396226, "fast_rcnn/fg_cls_accuracy": 0.644818708431667, "iteration": 142119, "loss_box_reg": 0.20882137585431337, "loss_cls": 0.18786363466642797, "loss_mask": 0.2397424136288464, "loss_rpn_cls": 0.03613183519337326, "loss_rpn_loc": 0.0747970319353044, "loss_sem_seg": 0.2992763835936785, "lr": 0.02, "mask_rcnn/accuracy": 0.9055502127270105, "mask_rcnn/false_negative": 0.08673731513536648, "mask_rcnn/false_positive": 0.09895351641659231, "roi_head/num_bg_samples": 433.0, "roi_head/num_fg_samples": 79.0, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5459025374948396, "total_loss": 1.05495144026645} {"data_time": 0.011709341997629963, "eta_seconds": 72311.07329502281, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.2707338830223251, "fast_rcnn/fg_cls_accuracy": 0.6896685511584082, "iteration": 142139, "loss_box_reg": 0.2503653276944533, "loss_cls": 0.2156379425432533, "loss_mask": 0.26182308979332447, "loss_rpn_cls": 0.04528046472114511, "loss_rpn_loc": 0.07378247217275202, "loss_sem_seg": 0.2842430043965578, "lr": 0.02, "mask_rcnn/accuracy": 0.9067532246840052, "mask_rcnn/false_negative": 0.07431134629483832, "mask_rcnn/false_positive": 0.11593467309662399, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5711623090028297, "total_loss": 1.1486407390329987} {"data_time": 0.013234382997325156, "eta_seconds": 72271.36943199046, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.27611940298507465, "fast_rcnn/fg_cls_accuracy": 0.7094419208306295, "iteration": 142159, "loss_box_reg": 0.2251750328578055, "loss_cls": 0.1990425526164472, "loss_mask": 0.24671350792050362, "loss_rpn_cls": 0.04386822949163616, "loss_rpn_loc": 0.07008559885434806, "loss_sem_seg": 0.2972163783852011, "lr": 0.02, "mask_rcnn/accuracy": 0.8909762303065283, "mask_rcnn/false_negative": 0.07557145677710175, "mask_rcnn/false_positive": 0.13046304763939276, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.560039379997761, "total_loss": 1.1134719496767502} {"data_time": 0.012856597000791226, "eta_seconds": 72300.03957950359, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.30083315377433023, "fast_rcnn/fg_cls_accuracy": 0.6430560389836408, "iteration": 142179, "loss_box_reg": 0.23192523838952184, "loss_cls": 0.21307247143704444, "loss_mask": 0.25578201841562986, "loss_rpn_cls": 0.047094727167859674, "loss_rpn_loc": 0.07610267214477062, "loss_sem_seg": 0.313100750092417, "lr": 0.02, "mask_rcnn/accuracy": 0.9021122390436381, "mask_rcnn/false_negative": 0.08676722566649486, "mask_rcnn/false_positive": 0.13522843391006967, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 236.0, "rpn/num_pos_anchors": 20.0, "time": 0.5669845239899587, "total_loss": 1.1730440065002767} {"data_time": 0.012851467996370047, "eta_seconds": 72301.18875432515, "fast_rcnn/cls_accuracy": 0.90771484375, "fast_rcnn/false_negative": 0.4174486803519062, "fast_rcnn/fg_cls_accuracy": 0.5524338942307692, "iteration": 142199, "loss_box_reg": 0.25278349546715617, "loss_cls": 0.2273174470756203, "loss_mask": 0.2528063952922821, "loss_rpn_cls": 0.04564249745453708, "loss_rpn_loc": 0.06906455539865419, "loss_sem_seg": 0.31181012536399066, "lr": 0.02, "mask_rcnn/accuracy": 0.8818839210904303, "mask_rcnn/false_negative": 0.09132154633948146, "mask_rcnn/false_positive": 0.14507748555653205, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.5630034690038883, "total_loss": 1.1056035488436464} {"data_time": 0.012804651007172652, "eta_seconds": 72289.87410283505, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.3455579593830693, "fast_rcnn/fg_cls_accuracy": 0.6246683727373042, "iteration": 142219, "loss_box_reg": 0.25253465631976724, "loss_cls": 0.2195201269350946, "loss_mask": 0.2592792259529233, "loss_rpn_cls": 0.04653037743992172, "loss_rpn_loc": 0.06863449793308973, "loss_sem_seg": 0.33707296778447926, "lr": 0.02, "mask_rcnn/accuracy": 0.8681163318040395, "mask_rcnn/false_negative": 0.0995571003513091, "mask_rcnn/false_positive": 0.15746866813715854, "roi_head/num_bg_samples": 431.25, "roi_head/num_fg_samples": 80.75, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5589410869943094, "total_loss": 1.1903529188712128} {"data_time": 0.012994879005418625, "eta_seconds": 72312.69188785815, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.35558441558441556, "fast_rcnn/fg_cls_accuracy": 0.5999904816295449, "iteration": 142239, "loss_box_reg": 0.22731485776603222, "loss_cls": 0.21074274322018027, "loss_mask": 0.2518540704622865, "loss_rpn_cls": 0.046809311272227205, "loss_rpn_loc": 0.07419599691638723, "loss_sem_seg": 0.3110980880446732, "lr": 0.02, "mask_rcnn/accuracy": 0.8842690849326413, "mask_rcnn/false_negative": 0.09588153837228497, "mask_rcnn/false_positive": 0.11853821379055485, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5718574129932676, "total_loss": 1.130093159052194} {"data_time": 0.011667864499031566, "eta_seconds": 72337.40079534941, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.31282321394368895, "fast_rcnn/fg_cls_accuracy": 0.5820354747999135, "iteration": 142259, "loss_box_reg": 0.23913187650032341, "loss_cls": 0.20209447527304292, "loss_mask": 0.24941360065713525, "loss_rpn_cls": 0.043942626245552674, "loss_rpn_loc": 0.08534177980618551, "loss_sem_seg": 0.31006763549521565, "lr": 0.02, "mask_rcnn/accuracy": 0.8860773187733592, "mask_rcnn/false_negative": 0.09742692567940742, "mask_rcnn/false_positive": 0.1294784474208575, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.5778310220048297, "total_loss": 1.1514127611299045} {"data_time": 0.012857085501309484, "eta_seconds": 72315.55944194693, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.30186402287326874, "fast_rcnn/fg_cls_accuracy": 0.6650772874594864, "iteration": 142279, "loss_box_reg": 0.2316495794802904, "loss_cls": 0.2155089001171291, "loss_mask": 0.257574575021863, "loss_rpn_cls": 0.04344892207882367, "loss_rpn_loc": 0.08044574712403119, "loss_sem_seg": 0.2995540127158165, "lr": 0.02, "mask_rcnn/accuracy": 0.8893199928462134, "mask_rcnn/false_negative": 0.10691605560086734, "mask_rcnn/false_positive": 0.12892730647860162, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.561529911501566, "total_loss": 1.1195096084557008} {"data_time": 0.012347495001449715, "eta_seconds": 72254.81031494432, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.31142426850258176, "fast_rcnn/fg_cls_accuracy": 0.644364194722475, "iteration": 142299, "loss_box_reg": 0.21787703409790993, "loss_cls": 0.2003164403140545, "loss_mask": 0.25251080514863133, "loss_rpn_cls": 0.04312807717360556, "loss_rpn_loc": 0.07711473730159923, "loss_sem_seg": 0.2890706551261246, "lr": 0.02, "mask_rcnn/accuracy": 0.910564267042796, "mask_rcnn/false_negative": 0.09120282344432704, "mask_rcnn/false_positive": 0.09641616725627455, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5612378000005265, "total_loss": 1.0826181595621165} {"data_time": 0.013711783998587634, "eta_seconds": 72292.91146410712, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.3242753623188406, "fast_rcnn/fg_cls_accuracy": 0.6644771939183782, "iteration": 142319, "loss_box_reg": 0.2189792417921126, "loss_cls": 0.21004311903379858, "loss_mask": 0.24025751603767276, "loss_rpn_cls": 0.04090274451300502, "loss_rpn_loc": 0.06921626639086753, "loss_sem_seg": 0.3274224232882261, "lr": 0.02, "mask_rcnn/accuracy": 0.9077677402042363, "mask_rcnn/false_negative": 0.0713510731811016, "mask_rcnn/false_positive": 0.10190020752977022, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5567494064962375, "total_loss": 1.1327280935838644} {"data_time": 0.01293693049956346, "eta_seconds": 72406.80025641379, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.2849259859128404, "fast_rcnn/fg_cls_accuracy": 0.6908088235294118, "iteration": 142339, "loss_box_reg": 0.24320046184584498, "loss_cls": 0.22573039284907281, "loss_mask": 0.24883739091455936, "loss_rpn_cls": 0.039446595939807594, "loss_rpn_loc": 0.08181167370639741, "loss_sem_seg": 0.2956250226125121, "lr": 0.02, "mask_rcnn/accuracy": 0.8970546341070659, "mask_rcnn/false_negative": 0.08891361587604767, "mask_rcnn/false_positive": 0.11912532103927803, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.579431514503085, "total_loss": 1.1541165058151819} {"data_time": 0.012785605002136435, "eta_seconds": 72409.06145940586, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.3156197567114094, "fast_rcnn/fg_cls_accuracy": 0.6310815654837554, "iteration": 142359, "loss_box_reg": 0.23457453679293394, "loss_cls": 0.20909721171483397, "loss_mask": 0.24491767305880785, "loss_rpn_cls": 0.03790768439648673, "loss_rpn_loc": 0.07935597054893151, "loss_sem_seg": 0.30034730583429337, "lr": 0.02, "mask_rcnn/accuracy": 0.8784751725321074, "mask_rcnn/false_negative": 0.10844235627934262, "mask_rcnn/false_positive": 0.15051443208306148, "roi_head/num_bg_samples": 430.75, "roi_head/num_fg_samples": 81.25, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.5710560950028594, "total_loss": 1.1704314245143905} {"data_time": 0.012448262990801595, "eta_seconds": 72414.6381385499, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3358974358974359, "fast_rcnn/fg_cls_accuracy": 0.6508547008547009, "iteration": 142379, "loss_box_reg": 0.22746619465760887, "loss_cls": 0.21398071106523275, "loss_mask": 0.24963068589568138, "loss_rpn_cls": 0.04630273176007904, "loss_rpn_loc": 0.0796824186691083, "loss_sem_seg": 0.3232449935749173, "lr": 0.02, "mask_rcnn/accuracy": 0.8906060327753642, "mask_rcnn/false_negative": 0.11977146509685507, "mask_rcnn/false_positive": 0.09033341207339854, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 240.0, "rpn/num_pos_anchors": 16.0, "time": 0.5758670735012856, "total_loss": 1.1370569890132174} {"data_time": 0.01261208149662707, "eta_seconds": 72386.36998520575, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.33249346771183275, "fast_rcnn/fg_cls_accuracy": 0.6586176980913823, "iteration": 142399, "loss_box_reg": 0.22567080287262797, "loss_cls": 0.18364762235432863, "loss_mask": 0.25325650069862604, "loss_rpn_cls": 0.04596060520270839, "loss_rpn_loc": 0.0699082994251512, "loss_sem_seg": 0.30686889309436083, "lr": 0.02, "mask_rcnn/accuracy": 0.8895605466191612, "mask_rcnn/false_negative": 0.09065994687532081, "mask_rcnn/false_positive": 0.13242613106789985, "roi_head/num_bg_samples": 465.25, "roi_head/num_fg_samples": 46.75, "rpn/num_neg_anchors": 242.75, "rpn/num_pos_anchors": 13.25, "time": 0.568451229504717, "total_loss": 1.1004564712930005} {"data_time": 0.011710068494721781, "eta_seconds": 72361.42583493414, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.445579133510168, "fast_rcnn/fg_cls_accuracy": 0.5095748133722817, "iteration": 142419, "loss_box_reg": 0.22411515191197395, "loss_cls": 0.20372602995485067, "loss_mask": 0.25442673545330763, "loss_rpn_cls": 0.04824622714659199, "loss_rpn_loc": 0.0807468461280223, "loss_sem_seg": 0.2834827662445605, "lr": 0.02, "mask_rcnn/accuracy": 0.8946455144557823, "mask_rcnn/false_negative": 0.0823257742444547, "mask_rcnn/false_positive": 0.11282517581234705, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5563894345032168, "total_loss": 1.1178077053336892} {"data_time": 0.012328420496487524, "eta_seconds": 72334.87976526021, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3295048934945308, "fast_rcnn/fg_cls_accuracy": 0.663138766790266, "iteration": 142439, "loss_box_reg": 0.23921473184600472, "loss_cls": 0.21888509579002857, "loss_mask": 0.25667835120111704, "loss_rpn_cls": 0.04547523136716336, "loss_rpn_loc": 0.08601307682693005, "loss_sem_seg": 0.31904996698722243, "lr": 0.02, "mask_rcnn/accuracy": 0.8974087653256664, "mask_rcnn/false_negative": 0.11250054427801906, "mask_rcnn/false_positive": 0.1124396181314221, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.5691270169991185, "total_loss": 1.1459973004530184} {"data_time": 0.011613690003287047, "eta_seconds": 72293.71722707788, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.27511160714285715, "fast_rcnn/fg_cls_accuracy": 0.6586378737541528, "iteration": 142459, "loss_box_reg": 0.23863665387034416, "loss_cls": 0.21929076849482954, "loss_mask": 0.2512052427046001, "loss_rpn_cls": 0.038195073197130114, "loss_rpn_loc": 0.08522854697366711, "loss_sem_seg": 0.3298160769045353, "lr": 0.02, "mask_rcnn/accuracy": 0.8978275718582716, "mask_rcnn/false_negative": 0.09169604400752127, "mask_rcnn/false_positive": 0.11951083137978152, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5665928980015451, "total_loss": 1.1477224738919176} {"data_time": 0.013545064997742884, "eta_seconds": 72276.0965735054, "fast_rcnn/cls_accuracy": 0.904296875, "fast_rcnn/false_negative": 0.38438086303939967, "fast_rcnn/fg_cls_accuracy": 0.5922834314550042, "iteration": 142479, "loss_box_reg": 0.2568880198523402, "loss_cls": 0.21578716719523072, "loss_mask": 0.2568119843490422, "loss_rpn_cls": 0.05241649900563061, "loss_rpn_loc": 0.08531248779036105, "loss_sem_seg": 0.3475981163792312, "lr": 0.02, "mask_rcnn/accuracy": 0.886729587486565, "mask_rcnn/false_negative": 0.09421938169666597, "mask_rcnn/false_positive": 0.13033861196925028, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.5653298539982643, "total_loss": 1.19460219037137} {"data_time": 0.013694736997422297, "eta_seconds": 72264.7610136253, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.26567963286713286, "fast_rcnn/fg_cls_accuracy": 0.6602540500736377, "iteration": 142499, "loss_box_reg": 0.22789151524193585, "loss_cls": 0.20119577925652266, "loss_mask": 0.24553400743752718, "loss_rpn_cls": 0.04259535760502331, "loss_rpn_loc": 0.07535035407636315, "loss_sem_seg": 0.31544107384979725, "lr": 0.02, "mask_rcnn/accuracy": 0.9083308572008348, "mask_rcnn/false_negative": 0.08339781123108067, "mask_rcnn/false_positive": 0.09947807887028323, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 235.0, "rpn/num_pos_anchors": 21.0, "time": 0.5631884539980092, "total_loss": 1.1211499797209399} {"data_time": 0.012064809503499418, "eta_seconds": 72229.82923013497, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.3339684421486437, "fast_rcnn/fg_cls_accuracy": 0.634953981592637, "iteration": 142519, "loss_box_reg": 0.2502064660657197, "loss_cls": 0.22891223104670644, "loss_mask": 0.25242674071341753, "loss_rpn_cls": 0.04316237010061741, "loss_rpn_loc": 0.07858842855785042, "loss_sem_seg": 0.32436124654486775, "lr": 0.02, "mask_rcnn/accuracy": 0.8891675216282166, "mask_rcnn/false_negative": 0.09737258277048355, "mask_rcnn/false_positive": 0.13214572477772846, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5595722755097086, "total_loss": 1.1945435046509374} {"data_time": 0.013154674001270905, "eta_seconds": 72218.49737217494, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.28715120051914345, "fast_rcnn/fg_cls_accuracy": 0.5902048975512244, "iteration": 142539, "loss_box_reg": 0.23871104046702385, "loss_cls": 0.23357280832715333, "loss_mask": 0.2543570138514042, "loss_rpn_cls": 0.038695546638336964, "loss_rpn_loc": 0.07976969197625294, "loss_sem_seg": 0.3086416353471577, "lr": 0.02, "mask_rcnn/accuracy": 0.8892617457118689, "mask_rcnn/false_negative": 0.08843830652004517, "mask_rcnn/false_positive": 0.1333918583709406, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5655137000067043, "total_loss": 1.145613972505089} {"data_time": 0.012556741494336165, "eta_seconds": 72248.99948894035, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.32774269005847956, "fast_rcnn/fg_cls_accuracy": 0.589962792345854, "iteration": 142559, "loss_box_reg": 0.2630621555726975, "loss_cls": 0.23429727042093873, "loss_mask": 0.26219760067760944, "loss_rpn_cls": 0.03988016545190476, "loss_rpn_loc": 0.08203241956653073, "loss_sem_seg": 0.34745213109999895, "lr": 0.02, "mask_rcnn/accuracy": 0.895850278517204, "mask_rcnn/false_negative": 0.08120538709637429, "mask_rcnn/false_positive": 0.11119133872428208, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.5755577029995038, "total_loss": 1.243021875678096} {"data_time": 0.012775895498634782, "eta_seconds": 72195.83365625488, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.4031103155068248, "fast_rcnn/fg_cls_accuracy": 0.5538007863695937, "iteration": 142579, "loss_box_reg": 0.24450068920850754, "loss_cls": 0.21169930882751942, "loss_mask": 0.27079614624381065, "loss_rpn_cls": 0.0443258015147876, "loss_rpn_loc": 0.07948912330903113, "loss_sem_seg": 0.3195063411258161, "lr": 0.02, "mask_rcnn/accuracy": 0.8784764304827934, "mask_rcnn/false_negative": 0.09638528877152194, "mask_rcnn/false_positive": 0.14753511834583094, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.5657722475007176, "total_loss": 1.158957080275286} {"data_time": 0.012572074003401212, "eta_seconds": 72152.77308755703, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.34319053708439895, "fast_rcnn/fg_cls_accuracy": 0.6190217391304347, "iteration": 142599, "loss_box_reg": 0.24283471144735813, "loss_cls": 0.20578584563918412, "loss_mask": 0.2555433101952076, "loss_rpn_cls": 0.04064317489974201, "loss_rpn_loc": 0.07736137809115462, "loss_sem_seg": 0.31827058363705873, "lr": 0.02, "mask_rcnn/accuracy": 0.8727399724257519, "mask_rcnn/false_negative": 0.10783076873065267, "mask_rcnn/false_positive": 0.16522550796336527, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5513232249941211, "total_loss": 1.1547602514219761} {"data_time": 0.01266261199634755, "eta_seconds": 72089.85302136451, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.32183566260283475, "fast_rcnn/fg_cls_accuracy": 0.608589626933576, "iteration": 142619, "loss_box_reg": 0.23622232722118497, "loss_cls": 0.20930542657151818, "loss_mask": 0.2557916287332773, "loss_rpn_cls": 0.04248932265909389, "loss_rpn_loc": 0.08187966584227979, "loss_sem_seg": 0.31668405840173364, "lr": 0.02, "mask_rcnn/accuracy": 0.8996052337331036, "mask_rcnn/false_negative": 0.09699680090274121, "mask_rcnn/false_positive": 0.10889689391919026, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5593168449995574, "total_loss": 1.1436539441929199} {"data_time": 0.01273693999974057, "eta_seconds": 72053.86276446257, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.27409802586793736, "fast_rcnn/fg_cls_accuracy": 0.6624369194763402, "iteration": 142639, "loss_box_reg": 0.21722603880334646, "loss_cls": 0.20838117646053433, "loss_mask": 0.25449493154883385, "loss_rpn_cls": 0.045792313176207244, "loss_rpn_loc": 0.0719805674161762, "loss_sem_seg": 0.27397047332488, "lr": 0.02, "mask_rcnn/accuracy": 0.9034413739669421, "mask_rcnn/false_negative": 0.08534835412776323, "mask_rcnn/false_positive": 0.10931706841902773, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.567002212999796, "total_loss": 1.1205855663283728} {"data_time": 0.012514377995103132, "eta_seconds": 72042.54786229244, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3119292472233649, "fast_rcnn/fg_cls_accuracy": 0.5962566844919786, "iteration": 142659, "loss_box_reg": 0.2267105884384364, "loss_cls": 0.20613515353761613, "loss_mask": 0.2524949451908469, "loss_rpn_cls": 0.04430727945873514, "loss_rpn_loc": 0.08550607739016414, "loss_sem_seg": 0.3239557596389204, "lr": 0.02, "mask_rcnn/accuracy": 0.8797799928052028, "mask_rcnn/false_negative": 0.09094685690833995, "mask_rcnn/false_positive": 0.15048741455361567, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.5649834840005497, "total_loss": 1.1664393917890266} {"data_time": 0.011977521993685514, "eta_seconds": 72045.15048162258, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.3351033295063146, "fast_rcnn/fg_cls_accuracy": 0.6072581183645307, "iteration": 142679, "loss_box_reg": 0.2574999239295721, "loss_cls": 0.22331316489726305, "loss_mask": 0.25344564067199826, "loss_rpn_cls": 0.04856937701697461, "loss_rpn_loc": 0.08775317092658952, "loss_sem_seg": 0.2901232857257128, "lr": 0.02, "mask_rcnn/accuracy": 0.8905482346312759, "mask_rcnn/false_negative": 0.08559072614636518, "mask_rcnn/false_positive": 0.1326916347662432, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.5640394220026792, "total_loss": 1.1771620529616484} {"data_time": 0.012824417499359697, "eta_seconds": 71989.12279922751, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.3528604118993135, "fast_rcnn/fg_cls_accuracy": 0.5909442724458205, "iteration": 142699, "loss_box_reg": 0.2221227348782122, "loss_cls": 0.20037165039684623, "loss_mask": 0.25594310788437724, "loss_rpn_cls": 0.04487867228453979, "loss_rpn_loc": 0.08644473529420793, "loss_sem_seg": 0.3245255572255701, "lr": 0.02, "mask_rcnn/accuracy": 0.897285558143853, "mask_rcnn/false_negative": 0.10145999107748949, "mask_rcnn/false_positive": 0.1297761653234597, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5559279975059326, "total_loss": 1.155990148516139} {"data_time": 0.012808344494260382, "eta_seconds": 72004.98181984076, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.31855095541401274, "fast_rcnn/fg_cls_accuracy": 0.6188763275094211, "iteration": 142719, "loss_box_reg": 0.2313649735879153, "loss_cls": 0.20671262661926448, "loss_mask": 0.25994697865098715, "loss_rpn_cls": 0.04936766455648467, "loss_rpn_loc": 0.07684349780902267, "loss_sem_seg": 0.3208191597368568, "lr": 0.02, "mask_rcnn/accuracy": 0.8903330384573185, "mask_rcnn/false_negative": 0.0957442208732244, "mask_rcnn/false_positive": 0.13175211798150174, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5618668289971538, "total_loss": 1.1565816297079436} {"data_time": 0.0129708795066108, "eta_seconds": 72011.19921648252, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.37797619047619047, "fast_rcnn/fg_cls_accuracy": 0.5849358974358975, "iteration": 142739, "loss_box_reg": 0.2381601487286389, "loss_cls": 0.2279218698386103, "loss_mask": 0.25465349946171045, "loss_rpn_cls": 0.044345649250317365, "loss_rpn_loc": 0.08342926876503043, "loss_sem_seg": 0.2881975406780839, "lr": 0.02, "mask_rcnn/accuracy": 0.8901498867912983, "mask_rcnn/false_negative": 0.10581476019386318, "mask_rcnn/false_positive": 0.11417628275378408, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.5656225330021698, "total_loss": 1.1395548148284433} {"data_time": 0.012583066498336848, "eta_seconds": 71993.04674211994, "fast_rcnn/cls_accuracy": 0.95947265625, "fast_rcnn/false_negative": 0.32771485676215856, "fast_rcnn/fg_cls_accuracy": 0.6512293086660175, "iteration": 142759, "loss_box_reg": 0.2169844196178019, "loss_cls": 0.2081768224015832, "loss_mask": 0.25863938219845295, "loss_rpn_cls": 0.04884540330385789, "loss_rpn_loc": 0.0833810261101462, "loss_sem_seg": 0.3402870427817106, "lr": 0.02, "mask_rcnn/accuracy": 0.9019617430762009, "mask_rcnn/false_negative": 0.10092357757444803, "mask_rcnn/false_positive": 0.11516374939943094, "roi_head/num_bg_samples": 463.25, "roi_head/num_fg_samples": 48.75, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.564238621002005, "total_loss": 1.182928646390792} {"data_time": 0.012404950495692901, "eta_seconds": 71996.21859080423, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.30831643002028397, "fast_rcnn/fg_cls_accuracy": 0.6590073529411764, "iteration": 142779, "loss_box_reg": 0.201320493593812, "loss_cls": 0.20225350675173104, "loss_mask": 0.2496717288158834, "loss_rpn_cls": 0.041037948976736516, "loss_rpn_loc": 0.07832350724493153, "loss_sem_seg": 0.3247947655618191, "lr": 0.02, "mask_rcnn/accuracy": 0.889709444975907, "mask_rcnn/false_negative": 0.07408208526470685, "mask_rcnn/false_positive": 0.14149253573331638, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5627337389960303, "total_loss": 1.1008485356796882} {"data_time": 0.01262934700207552, "eta_seconds": 71984.90029923432, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.28917378917378916, "fast_rcnn/fg_cls_accuracy": 0.6842833425567239, "iteration": 142799, "loss_box_reg": 0.23201565770432353, "loss_cls": 0.20245529431849718, "loss_mask": 0.2645785668864846, "loss_rpn_cls": 0.04380592959932983, "loss_rpn_loc": 0.07693198346532881, "loss_sem_seg": 0.37612041225656867, "lr": 0.02, "mask_rcnn/accuracy": 0.8932295607783789, "mask_rcnn/false_negative": 0.09619276434942148, "mask_rcnn/false_positive": 0.12304416177039923, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 234.25, "rpn/num_pos_anchors": 21.75, "time": 0.5687042429999565, "total_loss": 1.1975620344164781} {"data_time": 0.012960161504452117, "eta_seconds": 71948.41015414058, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.3916666666666667, "fast_rcnn/fg_cls_accuracy": 0.5636116342331031, "iteration": 142819, "loss_box_reg": 0.23726036678999662, "loss_cls": 0.20650170743465424, "loss_mask": 0.2684615459293127, "loss_rpn_cls": 0.03966076305368915, "loss_rpn_loc": 0.0857827560394071, "loss_sem_seg": 0.3273416003212333, "lr": 0.02, "mask_rcnn/accuracy": 0.8845562910451357, "mask_rcnn/false_negative": 0.09699443638260691, "mask_rcnn/false_positive": 0.12352017966944032, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5537637140005245, "total_loss": 1.2061937340913573} {"data_time": 0.012026106502162293, "eta_seconds": 71937.09582100055, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.28135593220338984, "fast_rcnn/fg_cls_accuracy": 0.688259109311741, "iteration": 142839, "loss_box_reg": 0.22090249322354794, "loss_cls": 0.21287196269258857, "loss_mask": 0.2473579803481698, "loss_rpn_cls": 0.0416723150992766, "loss_rpn_loc": 0.07645078049972653, "loss_sem_seg": 0.301717582391575, "lr": 0.02, "mask_rcnn/accuracy": 0.8888311568383598, "mask_rcnn/false_negative": 0.09618897572817232, "mask_rcnn/false_positive": 0.11052563719431527, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 237.0, "rpn/num_pos_anchors": 19.0, "time": 0.5567878910005675, "total_loss": 1.0806893122498877} {"data_time": 0.01203416300995741, "eta_seconds": 71873.88284785702, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.3185606060606061, "fast_rcnn/fg_cls_accuracy": 0.6484848484848484, "iteration": 142859, "loss_box_reg": 0.21315537812188268, "loss_cls": 0.2038897778838873, "loss_mask": 0.24983213189989328, "loss_rpn_cls": 0.038361060491297394, "loss_rpn_loc": 0.074088568915613, "loss_sem_seg": 0.2934028934687376, "lr": 0.02, "mask_rcnn/accuracy": 0.8900931378190374, "mask_rcnn/false_negative": 0.09986681745581139, "mask_rcnn/false_positive": 0.12082076163270274, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5698867149985745, "total_loss": 1.0871837423474062} {"data_time": 0.01308422199508641, "eta_seconds": 71853.75282969073, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.35414538644875726, "fast_rcnn/fg_cls_accuracy": 0.6278860028860029, "iteration": 142879, "loss_box_reg": 0.2392564833862707, "loss_cls": 0.21127595333382487, "loss_mask": 0.25895361322909594, "loss_rpn_cls": 0.04590424362686463, "loss_rpn_loc": 0.09911323571577668, "loss_sem_seg": 0.3216143324971199, "lr": 0.02, "mask_rcnn/accuracy": 0.8886460741932241, "mask_rcnn/false_negative": 0.10555219583529185, "mask_rcnn/false_positive": 0.12550198034114218, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5576715624993085, "total_loss": 1.1845623584886198} {"data_time": 0.013143770498572849, "eta_seconds": 71842.4480487608, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.36084096109839814, "fast_rcnn/fg_cls_accuracy": 0.6018081761006289, "iteration": 142899, "loss_box_reg": 0.2147704898379743, "loss_cls": 0.20705062663182616, "loss_mask": 0.25288624316453934, "loss_rpn_cls": 0.047164816554868594, "loss_rpn_loc": 0.08212729496881366, "loss_sem_seg": 0.32238224474713206, "lr": 0.02, "mask_rcnn/accuracy": 0.8847896119263252, "mask_rcnn/false_negative": 0.10910786879511403, "mask_rcnn/false_positive": 0.1110192552369563, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.571855587506434, "total_loss": 1.1037723257650214} {"data_time": 0.012928504504088778, "eta_seconds": 71831.14326783086, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3323688271604938, "fast_rcnn/fg_cls_accuracy": 0.6197289156626506, "iteration": 142919, "loss_box_reg": 0.24859629618003964, "loss_cls": 0.2309784982353449, "loss_mask": 0.2627460630610585, "loss_rpn_cls": 0.04319254765869118, "loss_rpn_loc": 0.06580338202184066, "loss_sem_seg": 0.3070271201431751, "lr": 0.02, "mask_rcnn/accuracy": 0.8724068511483477, "mask_rcnn/false_negative": 0.11593118056975993, "mask_rcnn/false_positive": 0.127381042713112, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.5593889814990689, "total_loss": 1.158049840181775} {"data_time": 0.011757056992792059, "eta_seconds": 71819.83848690093, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.2598342541436464, "fast_rcnn/fg_cls_accuracy": 0.7089743589743589, "iteration": 142939, "loss_box_reg": 0.22968854545615613, "loss_cls": 0.18864101055078208, "loss_mask": 0.2500154208391905, "loss_rpn_cls": 0.043373486449127086, "loss_rpn_loc": 0.07768671598751098, "loss_sem_seg": 0.3049461548216641, "lr": 0.02, "mask_rcnn/accuracy": 0.9022154997833043, "mask_rcnn/false_negative": 0.07060742503335063, "mask_rcnn/false_positive": 0.08294671601601983, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5562945069905254, "total_loss": 1.119270577604766} {"data_time": 0.013678164999873843, "eta_seconds": 71772.73812683579, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.2979045037531276, "fast_rcnn/fg_cls_accuracy": 0.6873376623376624, "iteration": 142959, "loss_box_reg": 0.23609799961559474, "loss_cls": 0.2155492602614686, "loss_mask": 0.24855852779000998, "loss_rpn_cls": 0.05178548296680674, "loss_rpn_loc": 0.08292872563470155, "loss_sem_seg": 0.3229413949884474, "lr": 0.02, "mask_rcnn/accuracy": 0.9000222734279424, "mask_rcnn/false_negative": 0.08085174151741813, "mask_rcnn/false_positive": 0.12104983407875106, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5613989639969077, "total_loss": 1.1742268172674812} {"data_time": 0.012649883006815799, "eta_seconds": 71785.81265938302, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.2714401866515837, "fast_rcnn/fg_cls_accuracy": 0.718779931961555, "iteration": 142979, "loss_box_reg": 0.21252459497191012, "loss_cls": 0.20658004051074386, "loss_mask": 0.24307400733232498, "loss_rpn_cls": 0.04175902373390272, "loss_rpn_loc": 0.06922150027821772, "loss_sem_seg": 0.3568695345893502, "lr": 0.02, "mask_rcnn/accuracy": 0.8913838049291011, "mask_rcnn/false_negative": 0.09194605484221163, "mask_rcnn/false_positive": 0.12449349647645452, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 238.0, "rpn/num_pos_anchors": 18.0, "time": 0.5632956760018715, "total_loss": 1.171097308921162} {"data_time": 0.012457335498766042, "eta_seconds": 71781.47117183151, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.31416933760683763, "fast_rcnn/fg_cls_accuracy": 0.6079688285570639, "iteration": 142999, "loss_box_reg": 0.23428057064302266, "loss_cls": 0.21091837459243834, "loss_mask": 0.25946285482496023, "loss_rpn_cls": 0.039463305089157075, "loss_rpn_loc": 0.0694157411926426, "loss_sem_seg": 0.3114888002164662, "lr": 0.02, "mask_rcnn/accuracy": 0.8952908504538939, "mask_rcnn/false_negative": 0.08968950807686549, "mask_rcnn/false_positive": 0.11680510230709804, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5664132954989327, "total_loss": 1.134150399331702} {"data_time": 0.012249326500750612, "eta_seconds": 71738.84068988543, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.3191529235382309, "fast_rcnn/fg_cls_accuracy": 0.6092105263157894, "iteration": 143019, "loss_box_reg": 0.22228057496249676, "loss_cls": 0.20157963689416647, "loss_mask": 0.25529233645647764, "loss_rpn_cls": 0.03637744747538818, "loss_rpn_loc": 0.07379637070698664, "loss_sem_seg": 0.3100987619254738, "lr": 0.02, "mask_rcnn/accuracy": 0.8988919747282731, "mask_rcnn/false_negative": 0.09840671642145862, "mask_rcnn/false_positive": 0.10310049798136238, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 234.75, "rpn/num_pos_anchors": 21.25, "time": 0.5592667844975949, "total_loss": 1.176481256756233} {"data_time": 0.013119040500896517, "eta_seconds": 71684.99621413178, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.2517123287671233, "fast_rcnn/fg_cls_accuracy": 0.697506157635468, "iteration": 143039, "loss_box_reg": 0.21126118721440434, "loss_cls": 0.20782299060374498, "loss_mask": 0.25802673026919365, "loss_rpn_cls": 0.04596846492495388, "loss_rpn_loc": 0.07572538265958428, "loss_sem_seg": 0.3193672331981361, "lr": 0.02, "mask_rcnn/accuracy": 0.886678119255174, "mask_rcnn/false_negative": 0.0959388401430959, "mask_rcnn/false_positive": 0.13600144019873397, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5643247044936288, "total_loss": 1.1494388700375566} {"data_time": 0.013006419503653888, "eta_seconds": 71626.4243413508, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.322553285640534, "fast_rcnn/fg_cls_accuracy": 0.6174537277287666, "iteration": 143059, "loss_box_reg": 0.23120216466486454, "loss_cls": 0.21558276657015085, "loss_mask": 0.25373109243810177, "loss_rpn_cls": 0.044791598920710385, "loss_rpn_loc": 0.0730030069098575, "loss_sem_seg": 0.30523744877427816, "lr": 0.02, "mask_rcnn/accuracy": 0.8905192497917535, "mask_rcnn/false_negative": 0.09215330134933224, "mask_rcnn/false_positive": 0.13253412493517053, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5596243684994988, "total_loss": 1.1314751624304336} {"data_time": 0.013364611004362814, "eta_seconds": 71644.74081389725, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.38354591836734697, "fast_rcnn/fg_cls_accuracy": 0.5775039745627981, "iteration": 143079, "loss_box_reg": 0.24129426572471857, "loss_cls": 0.22500195540487766, "loss_mask": 0.2504591653123498, "loss_rpn_cls": 0.04501612775493413, "loss_rpn_loc": 0.0976286152144894, "loss_sem_seg": 0.3254895848222077, "lr": 0.02, "mask_rcnn/accuracy": 0.8770563582575888, "mask_rcnn/false_negative": 0.10128713339991133, "mask_rcnn/false_positive": 0.14289276792018715, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.5793463274967507, "total_loss": 1.1562220903288107} {"data_time": 0.01177478650060948, "eta_seconds": 71554.6974094674, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.3123809523809524, "fast_rcnn/fg_cls_accuracy": 0.6676190476190476, "iteration": 143099, "loss_box_reg": 0.24420274118892848, "loss_cls": 0.21718488167971373, "loss_mask": 0.25129658123478293, "loss_rpn_cls": 0.046968191280029714, "loss_rpn_loc": 0.07973553854390047, "loss_sem_seg": 0.3338836249895394, "lr": 0.02, "mask_rcnn/accuracy": 0.8870706079068683, "mask_rcnn/false_negative": 0.10131821401789787, "mask_rcnn/false_positive": 0.11791086606314556, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5464737209986197, "total_loss": 1.196080434601754} {"data_time": 0.01286991499364376, "eta_seconds": 71658.20515336606, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.3295249795249795, "fast_rcnn/fg_cls_accuracy": 0.6572261072261072, "iteration": 143119, "loss_box_reg": 0.21683694189414382, "loss_cls": 0.1928035852033645, "loss_mask": 0.2496817735955119, "loss_rpn_cls": 0.035976014609332196, "loss_rpn_loc": 0.06552587932674214, "loss_sem_seg": 0.3651382331736386, "lr": 0.02, "mask_rcnn/accuracy": 0.8911414636978547, "mask_rcnn/false_negative": 0.10992558316054252, "mask_rcnn/false_positive": 0.11502172747415718, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.5716550360011752, "total_loss": 1.1242872742004693} {"data_time": 0.01326240300113568, "eta_seconds": 71563.04961720423, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.3185977846244131, "fast_rcnn/fg_cls_accuracy": 0.6556172975352113, "iteration": 143139, "loss_box_reg": 0.22923094546422362, "loss_cls": 0.21380024123936892, "loss_mask": 0.2558715455234051, "loss_rpn_cls": 0.036920383165124804, "loss_rpn_loc": 0.06346115854103118, "loss_sem_seg": 0.315935717895627, "lr": 0.02, "mask_rcnn/accuracy": 0.8960325307092947, "mask_rcnn/false_negative": 0.107129505751594, "mask_rcnn/false_positive": 0.11847794374065596, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5507629864951014, "total_loss": 1.1224373597142403} {"data_time": 0.01305715600028634, "eta_seconds": 71591.13532875953, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.3931106925528832, "fast_rcnn/fg_cls_accuracy": 0.5477918935269208, "iteration": 143159, "loss_box_reg": 0.2233476284891367, "loss_cls": 0.20466941664926708, "loss_mask": 0.2619456620886922, "loss_rpn_cls": 0.03823601675321697, "loss_rpn_loc": 0.08421838693902828, "loss_sem_seg": 0.32293053856119514, "lr": 0.02, "mask_rcnn/accuracy": 0.8949237381734303, "mask_rcnn/false_negative": 0.09446667376158395, "mask_rcnn/false_positive": 0.11470473261242763, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5697686585044721, "total_loss": 1.148705815001449} {"data_time": 0.0130732740071835, "eta_seconds": 71579.84700158949, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.32486213235294115, "fast_rcnn/fg_cls_accuracy": 0.6528944911297853, "iteration": 143179, "loss_box_reg": 0.23484729835763574, "loss_cls": 0.20294094504788518, "loss_mask": 0.25311692524701357, "loss_rpn_cls": 0.03773175735841505, "loss_rpn_loc": 0.08087390108266845, "loss_sem_seg": 0.2899067224934697, "lr": 0.02, "mask_rcnn/accuracy": 0.8967405265677699, "mask_rcnn/false_negative": 0.08644243911276742, "mask_rcnn/false_positive": 0.14793129061738358, "roi_head/num_bg_samples": 427.0, "roi_head/num_fg_samples": 85.0, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5649793164993753, "total_loss": 1.1249499649129575} {"data_time": 0.012645406502997503, "eta_seconds": 71568.55867441944, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3532522091844126, "fast_rcnn/fg_cls_accuracy": 0.606180144641683, "iteration": 143199, "loss_box_reg": 0.24452292174100876, "loss_cls": 0.21434379648417234, "loss_mask": 0.2451394903473556, "loss_rpn_cls": 0.04760601604357362, "loss_rpn_loc": 0.09077151460223831, "loss_sem_seg": 0.3588686897419393, "lr": 0.02, "mask_rcnn/accuracy": 0.8918747629811723, "mask_rcnn/false_negative": 0.0916085145719481, "mask_rcnn/false_positive": 0.14724190202405374, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.5629479400013224, "total_loss": 1.1811579629138578} {"data_time": 0.012508606494520791, "eta_seconds": 71650.17685870241, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.36821787788638616, "fast_rcnn/fg_cls_accuracy": 0.6262572602351608, "iteration": 143219, "loss_box_reg": 0.22041596425697207, "loss_cls": 0.2100720126181841, "loss_mask": 0.26303198002278805, "loss_rpn_cls": 0.044984990963712335, "loss_rpn_loc": 0.07821433083154261, "loss_sem_seg": 0.35636236146092415, "lr": 0.02, "mask_rcnn/accuracy": 0.8882635643543131, "mask_rcnn/false_negative": 0.09454716679867464, "mask_rcnn/false_positive": 0.13260191595191867, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5750029890041333, "total_loss": 1.1684138349373825} {"data_time": 0.011811272997874767, "eta_seconds": 71590.43311012551, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.3741206960385043, "fast_rcnn/fg_cls_accuracy": 0.5849534501642936, "iteration": 143239, "loss_box_reg": 0.21321260975673795, "loss_cls": 0.19897137238876894, "loss_mask": 0.25530821830034256, "loss_rpn_cls": 0.038172870641574264, "loss_rpn_loc": 0.07536533722304739, "loss_sem_seg": 0.3436624645255506, "lr": 0.02, "mask_rcnn/accuracy": 0.877269146070657, "mask_rcnn/false_negative": 0.10598740426145503, "mask_rcnn/false_positive": 0.10595202130979214, "roi_head/num_bg_samples": 456.75, "roi_head/num_fg_samples": 55.25, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5576043999972171, "total_loss": 1.1952154614118626} {"data_time": 0.012788205494871363, "eta_seconds": 71563.77492266454, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.38020042514424535, "fast_rcnn/fg_cls_accuracy": 0.6197995748557545, "iteration": 143259, "loss_box_reg": 0.2231411470565945, "loss_cls": 0.21911089937202632, "loss_mask": 0.2556005110964179, "loss_rpn_cls": 0.04994604329112917, "loss_rpn_loc": 0.07340912549989298, "loss_sem_seg": 0.33648932445794344, "lr": 0.02, "mask_rcnn/accuracy": 0.879569546265108, "mask_rcnn/false_negative": 0.09553565003642728, "mask_rcnn/false_positive": 0.15976797892287267, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.5651338694951846, "total_loss": 1.1549765839008614} {"data_time": 0.013610734502435662, "eta_seconds": 71616.26790853226, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.3592105263157894, "fast_rcnn/fg_cls_accuracy": 0.5806818181818182, "iteration": 143279, "loss_box_reg": 0.250541171990335, "loss_cls": 0.22378054540604353, "loss_mask": 0.24878985434770584, "loss_rpn_cls": 0.04258507805207046, "loss_rpn_loc": 0.08413600194035098, "loss_sem_seg": 0.2990131825208664, "lr": 0.02, "mask_rcnn/accuracy": 0.86988236495256, "mask_rcnn/false_negative": 0.0941092800098782, "mask_rcnn/false_positive": 0.17109823674941488, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5698456224999973, "total_loss": 1.155020885518752} {"data_time": 0.012691634001384955, "eta_seconds": 71619.85748643364, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.26148018648018645, "fast_rcnn/fg_cls_accuracy": 0.6861426369623091, "iteration": 143299, "loss_box_reg": 0.2092031678184867, "loss_cls": 0.2075629374012351, "loss_mask": 0.26232114993035793, "loss_rpn_cls": 0.03826289312564768, "loss_rpn_loc": 0.07630751264514402, "loss_sem_seg": 0.30769419856369495, "lr": 0.02, "mask_rcnn/accuracy": 0.898555346051464, "mask_rcnn/false_negative": 0.08888683228663624, "mask_rcnn/false_positive": 0.11797435997860348, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.566545624002174, "total_loss": 1.1793844164349139} {"data_time": 0.01280939849675633, "eta_seconds": 71617.3085959906, "fast_rcnn/cls_accuracy": 0.96142578125, "fast_rcnn/false_negative": 0.25873655913978494, "fast_rcnn/fg_cls_accuracy": 0.741263440860215, "iteration": 143319, "loss_box_reg": 0.22862882167100906, "loss_cls": 0.19649602775461972, "loss_mask": 0.24757329560816288, "loss_rpn_cls": 0.041754579317057505, "loss_rpn_loc": 0.06711149745387957, "loss_sem_seg": 0.3061906802468002, "lr": 0.02, "mask_rcnn/accuracy": 0.9096494869980895, "mask_rcnn/false_negative": 0.09003049469164026, "mask_rcnn/false_positive": 0.09357630397345199, "roi_head/num_bg_samples": 466.25, "roi_head/num_fg_samples": 45.75, "rpn/num_neg_anchors": 238.5, "rpn/num_pos_anchors": 17.5, "time": 0.563400183498743, "total_loss": 1.1077343893703073} {"data_time": 0.012155422504292801, "eta_seconds": 71585.47101905211, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.37576092971776426, "fast_rcnn/fg_cls_accuracy": 0.6130193336075689, "iteration": 143339, "loss_box_reg": 0.2248517838306725, "loss_cls": 0.18818472931161523, "loss_mask": 0.2573065194301307, "loss_rpn_cls": 0.04505017417613999, "loss_rpn_loc": 0.0713372472091578, "loss_sem_seg": 0.33275620453059673, "lr": 0.02, "mask_rcnn/accuracy": 0.8742057322929171, "mask_rcnn/false_negative": 0.10573773481108256, "mask_rcnn/false_positive": 0.1422127648008913, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5663335260032909, "total_loss": 1.1419963188855036} {"data_time": 0.012965903501026332, "eta_seconds": 71582.43808737237, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3625396825396825, "fast_rcnn/fg_cls_accuracy": 0.6247997670016019, "iteration": 143359, "loss_box_reg": 0.23216263158246875, "loss_cls": 0.20575415552593768, "loss_mask": 0.2520123762078583, "loss_rpn_cls": 0.045166035124566406, "loss_rpn_loc": 0.08971366781042889, "loss_sem_seg": 0.30245452048256993, "lr": 0.02, "mask_rcnn/accuracy": 0.8995179948264935, "mask_rcnn/false_negative": 0.0842119979093163, "mask_rcnn/false_positive": 0.12964425549033587, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.5744360399985453, "total_loss": 1.1372819507232634} {"data_time": 0.013200665001932066, "eta_seconds": 71572.88219585535, "fast_rcnn/cls_accuracy": 0.908203125, "fast_rcnn/false_negative": 0.3342490842490842, "fast_rcnn/fg_cls_accuracy": 0.583916083916084, "iteration": 143379, "loss_box_reg": 0.2332938350737095, "loss_cls": 0.21718607773073018, "loss_mask": 0.25001210486516356, "loss_rpn_cls": 0.045491480093915015, "loss_rpn_loc": 0.08320049184840173, "loss_sem_seg": 0.33161927945911884, "lr": 0.02, "mask_rcnn/accuracy": 0.8833940129449838, "mask_rcnn/false_negative": 0.09146919798630546, "mask_rcnn/false_positive": 0.13141470576764971, "roi_head/num_bg_samples": 426.75, "roi_head/num_fg_samples": 85.25, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 0.5729720550007187, "total_loss": 1.1517919965554029} {"data_time": 0.013118399496306665, "eta_seconds": 71551.560594682, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.3639912954429083, "fast_rcnn/fg_cls_accuracy": 0.6196581196581197, "iteration": 143399, "loss_box_reg": 0.22462958144024014, "loss_cls": 0.19755387026816607, "loss_mask": 0.2492894185706973, "loss_rpn_cls": 0.041702598362462595, "loss_rpn_loc": 0.0733667428867193, "loss_sem_seg": 0.3757905283709988, "lr": 0.02, "mask_rcnn/accuracy": 0.8925349181531291, "mask_rcnn/false_negative": 0.10684395455299475, "mask_rcnn/false_positive": 0.10510054306569146, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 235.0, "rpn/num_pos_anchors": 21.0, "time": 0.5547550869960105, "total_loss": 1.18306419923465} {"data_time": 0.012967569004104007, "eta_seconds": 71488.77504526469, "fast_rcnn/cls_accuracy": 0.91162109375, "fast_rcnn/false_negative": 0.3153286637931034, "fast_rcnn/fg_cls_accuracy": 0.610890433631248, "iteration": 143419, "loss_box_reg": 0.24398574163205922, "loss_cls": 0.21084350859746337, "loss_mask": 0.2437728177756071, "loss_rpn_cls": 0.045729769044555724, "loss_rpn_loc": 0.0765826923889108, "loss_sem_seg": 0.3373017427511513, "lr": 0.02, "mask_rcnn/accuracy": 0.8826775235751652, "mask_rcnn/false_negative": 0.11227903963313335, "mask_rcnn/false_positive": 0.14435037859961042, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5476351924953633, "total_loss": 1.18107375735417} {"data_time": 0.012144895998062566, "eta_seconds": 71462.13867641368, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.28505323505323504, "fast_rcnn/fg_cls_accuracy": 0.6553333333333333, "iteration": 143439, "loss_box_reg": 0.22738899011164904, "loss_cls": 0.19533918099477887, "loss_mask": 0.2611320186406374, "loss_rpn_cls": 0.04265702510019764, "loss_rpn_loc": 0.0687867306987755, "loss_sem_seg": 0.3280761055648327, "lr": 0.02, "mask_rcnn/accuracy": 0.8830767850479802, "mask_rcnn/false_negative": 0.09923786465330534, "mask_rcnn/false_positive": 0.1285505188427732, "roi_head/num_bg_samples": 430.75, "roi_head/num_fg_samples": 81.25, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5650033409983735, "total_loss": 1.1713295544614084} {"data_time": 0.012343012502242345, "eta_seconds": 71424.3240948194, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.36569759354569487, "fast_rcnn/fg_cls_accuracy": 0.5691489361702128, "iteration": 143459, "loss_box_reg": 0.24532936653122306, "loss_cls": 0.21908609149977565, "loss_mask": 0.2663673795759678, "loss_rpn_cls": 0.04073159096878953, "loss_rpn_loc": 0.07731812202837318, "loss_sem_seg": 0.360703406855464, "lr": 0.02, "mask_rcnn/accuracy": 0.8869983549884766, "mask_rcnn/false_negative": 0.09226247325901282, "mask_rcnn/false_positive": 0.1268784538314331, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5581659764939104, "total_loss": 1.269783052499406} {"data_time": 0.011955357003898825, "eta_seconds": 71260.57427613239, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.3641642081476367, "fast_rcnn/fg_cls_accuracy": 0.5826062394074446, "iteration": 143479, "loss_box_reg": 0.24278444779338315, "loss_cls": 0.21766530605964363, "loss_mask": 0.2575505031272769, "loss_rpn_cls": 0.049162466020789, "loss_rpn_loc": 0.08120929935830645, "loss_sem_seg": 0.35391765367239714, "lr": 0.02, "mask_rcnn/accuracy": 0.8788131894986734, "mask_rcnn/false_negative": 0.12740228368826104, "mask_rcnn/false_positive": 0.12343463213958106, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5535603250027634, "total_loss": 1.2307913417025702} {"data_time": 0.012510192005720455, "eta_seconds": 71238.43923098643, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.3258468530359879, "fast_rcnn/fg_cls_accuracy": 0.6379492600422834, "iteration": 143499, "loss_box_reg": 0.20168882072903216, "loss_cls": 0.20750850765034556, "loss_mask": 0.24073265306651592, "loss_rpn_cls": 0.042604635731549934, "loss_rpn_loc": 0.08057582032051869, "loss_sem_seg": 0.32182912854477763, "lr": 0.02, "mask_rcnn/accuracy": 0.8891078449728516, "mask_rcnn/false_negative": 0.07120678765001315, "mask_rcnn/false_positive": 0.132868865374263, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5547115034933086, "total_loss": 1.0968437473929953} {"data_time": 0.012598487504874356, "eta_seconds": 71249.16896782207, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3488575640316934, "fast_rcnn/fg_cls_accuracy": 0.6298842864330034, "iteration": 143519, "loss_box_reg": 0.2314773267135024, "loss_cls": 0.22306209127418697, "loss_mask": 0.2580246049910784, "loss_rpn_cls": 0.050813499256037176, "loss_rpn_loc": 0.07344917670707218, "loss_sem_seg": 0.3318406008183956, "lr": 0.02, "mask_rcnn/accuracy": 0.8762994743351886, "mask_rcnn/false_negative": 0.10339119661306011, "mask_rcnn/false_positive": 0.13567311981585436, "roi_head/num_bg_samples": 431.25, "roi_head/num_fg_samples": 80.75, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.5628843014928862, "total_loss": 1.1811404965992551} {"data_time": 0.013414667999313679, "eta_seconds": 71282.45985375518, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.27393887945670625, "fast_rcnn/fg_cls_accuracy": 0.6641261171797418, "iteration": 143539, "loss_box_reg": 0.2306460477411747, "loss_cls": 0.2080173185095191, "loss_mask": 0.25744184479117393, "loss_rpn_cls": 0.04218430881155655, "loss_rpn_loc": 0.0735667336412007, "loss_sem_seg": 0.33110333513468504, "lr": 0.02, "mask_rcnn/accuracy": 0.8937377213816562, "mask_rcnn/false_negative": 0.08451642598499383, "mask_rcnn/false_positive": 0.11398150248672095, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5680977779993555, "total_loss": 1.1795415942324325} {"data_time": 0.013149856000381988, "eta_seconds": 71340.07084893601, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.27791461412151064, "fast_rcnn/fg_cls_accuracy": 0.6546583850931678, "iteration": 143559, "loss_box_reg": 0.23445187928155065, "loss_cls": 0.20771161606535316, "loss_mask": 0.25166147109121084, "loss_rpn_cls": 0.04705651832045987, "loss_rpn_loc": 0.085312559036538, "loss_sem_seg": 0.3157831337302923, "lr": 0.02, "mask_rcnn/accuracy": 0.9042523208479563, "mask_rcnn/false_negative": 0.08894551193405612, "mask_rcnn/false_positive": 0.09593632666542437, "roi_head/num_bg_samples": 457.25, "roi_head/num_fg_samples": 54.75, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5802798070071731, "total_loss": 1.2053009590599686} {"data_time": 0.012330171492067166, "eta_seconds": 71297.91931888112, "fast_rcnn/cls_accuracy": 0.91162109375, "fast_rcnn/false_negative": 0.37118675595238093, "fast_rcnn/fg_cls_accuracy": 0.5762163561076605, "iteration": 143579, "loss_box_reg": 0.21141658793203533, "loss_cls": 0.1799833537079394, "loss_mask": 0.25314593268558383, "loss_rpn_cls": 0.03833240160020068, "loss_rpn_loc": 0.06490003154613078, "loss_sem_seg": 0.3117164405994117, "lr": 0.02, "mask_rcnn/accuracy": 0.8762012715242347, "mask_rcnn/false_negative": 0.1067302456889986, "mask_rcnn/false_positive": 0.13963527889121413, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5647783859967603, "total_loss": 1.0789595098758582} {"data_time": 0.0122270535066491, "eta_seconds": 71248.63956456543, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.29507529507529506, "fast_rcnn/fg_cls_accuracy": 0.6687789860866784, "iteration": 143599, "loss_box_reg": 0.21967338328249753, "loss_cls": 0.20311759447213262, "loss_mask": 0.2441458092071116, "loss_rpn_cls": 0.04888290629605763, "loss_rpn_loc": 0.07940273752319627, "loss_sem_seg": 0.30468329321593046, "lr": 0.02, "mask_rcnn/accuracy": 0.8870900930877639, "mask_rcnn/false_negative": 0.08804411771482379, "mask_rcnn/false_positive": 0.1303123829113985, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.5490187250034069, "total_loss": 1.1380759161547758} {"data_time": 0.012739416495605838, "eta_seconds": 71214.14609018479, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.3516295025728988, "fast_rcnn/fg_cls_accuracy": 0.5778554778554779, "iteration": 143619, "loss_box_reg": 0.22112417686730623, "loss_cls": 0.19837550073862076, "loss_mask": 0.2572702318429947, "loss_rpn_cls": 0.03902821880183183, "loss_rpn_loc": 0.07451426278566942, "loss_sem_seg": 0.3469123551622033, "lr": 0.02, "mask_rcnn/accuracy": 0.8813462242075154, "mask_rcnn/false_negative": 0.11481512628052407, "mask_rcnn/false_positive": 0.14336374421414388, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.561254590000317, "total_loss": 1.1246507428295445} {"data_time": 0.01200978100678185, "eta_seconds": 71158.47933639333, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.407572703714368, "fast_rcnn/fg_cls_accuracy": 0.5444246478636501, "iteration": 143639, "loss_box_reg": 0.2423680906649679, "loss_cls": 0.23142012394964695, "loss_mask": 0.2679155897349119, "loss_rpn_cls": 0.04259739928966155, "loss_rpn_loc": 0.0758300029556267, "loss_sem_seg": 0.32492749812081456, "lr": 0.02, "mask_rcnn/accuracy": 0.8863859858459513, "mask_rcnn/false_negative": 0.08454777947034353, "mask_rcnn/false_positive": 0.1280996992679388, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5464639144993271, "total_loss": 1.1683191780248308} {"data_time": 0.012404834502376616, "eta_seconds": 71173.42996392038, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.30811965811965814, "fast_rcnn/fg_cls_accuracy": 0.6043258168430741, "iteration": 143659, "loss_box_reg": 0.22151355887763202, "loss_cls": 0.1980054466985166, "loss_mask": 0.2562725692987442, "loss_rpn_cls": 0.038034210534533486, "loss_rpn_loc": 0.06439516249520238, "loss_sem_seg": 0.31591710029169917, "lr": 0.02, "mask_rcnn/accuracy": 0.8820543996232562, "mask_rcnn/false_negative": 0.0974683800220076, "mask_rcnn/false_positive": 0.126656539077805, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5680143065037555, "total_loss": 1.1142914078955073} {"data_time": 0.013990201005071867, "eta_seconds": 71180.3368248252, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.3244605104611677, "fast_rcnn/fg_cls_accuracy": 0.6303173038302844, "iteration": 143679, "loss_box_reg": 0.22169343987479806, "loss_cls": 0.2059449718799442, "loss_mask": 0.2400862853974104, "loss_rpn_cls": 0.0419701193968649, "loss_rpn_loc": 0.06322400488716085, "loss_sem_seg": 0.30687050288543105, "lr": 0.02, "mask_rcnn/accuracy": 0.9047296595986345, "mask_rcnn/false_negative": 0.07601861983701182, "mask_rcnn/false_positive": 0.11159400148164564, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5674573430005694, "total_loss": 1.1052982922483352} {"data_time": 0.011845998997159768, "eta_seconds": 71209.10019309052, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.4185137263726373, "fast_rcnn/fg_cls_accuracy": 0.5471140864086409, "iteration": 143699, "loss_box_reg": 0.24052888061851263, "loss_cls": 0.20382097363471985, "loss_mask": 0.2533834660425782, "loss_rpn_cls": 0.034634746858500876, "loss_rpn_loc": 0.07574355643009767, "loss_sem_seg": 0.28022248134948313, "lr": 0.02, "mask_rcnn/accuracy": 0.8900497703848165, "mask_rcnn/false_negative": 0.10286098346447528, "mask_rcnn/false_positive": 0.1364179119144724, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5637442345032468, "total_loss": 1.1188829736202024} {"data_time": 0.012890712001535576, "eta_seconds": 71197.82409865056, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.29353968120097834, "fast_rcnn/fg_cls_accuracy": 0.6876439219488546, "iteration": 143719, "loss_box_reg": 0.22174705052748322, "loss_cls": 0.20830963319167495, "loss_mask": 0.2565139923244715, "loss_rpn_cls": 0.03766970201104414, "loss_rpn_loc": 0.06677631218917668, "loss_sem_seg": 0.32141179218888283, "lr": 0.02, "mask_rcnn/accuracy": 0.8929947930828213, "mask_rcnn/false_negative": 0.09722392509954203, "mask_rcnn/false_positive": 0.11808564212269647, "roi_head/num_bg_samples": 463.75, "roi_head/num_fg_samples": 48.25, "rpn/num_neg_anchors": 236.5, "rpn/num_pos_anchors": 19.5, "time": 0.5640862649961491, "total_loss": 1.0972698541445425} {"data_time": 0.011520212996401824, "eta_seconds": 71169.725556456, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.31989473684210523, "fast_rcnn/fg_cls_accuracy": 0.6713333333333333, "iteration": 143739, "loss_box_reg": 0.22407178161665797, "loss_cls": 0.2045384645462036, "loss_mask": 0.24728750810027122, "loss_rpn_cls": 0.044347174029098824, "loss_rpn_loc": 0.07817644879105501, "loss_sem_seg": 0.3273330850061029, "lr": 0.02, "mask_rcnn/accuracy": 0.904794443287519, "mask_rcnn/false_negative": 0.08666296820752681, "mask_rcnn/false_positive": 0.10473360238715526, "roi_head/num_bg_samples": 459.75, "roi_head/num_fg_samples": 52.25, "rpn/num_neg_anchors": 237.5, "rpn/num_pos_anchors": 18.5, "time": 0.5627518369947211, "total_loss": 1.1794714804855175} {"data_time": 0.012683659995673224, "eta_seconds": 71175.27190977063, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.356922525107604, "fast_rcnn/fg_cls_accuracy": 0.6127450980392157, "iteration": 143759, "loss_box_reg": 0.24555657245218754, "loss_cls": 0.21879037283360958, "loss_mask": 0.2524244450032711, "loss_rpn_cls": 0.04440593282924965, "loss_rpn_loc": 0.0741173539427109, "loss_sem_seg": 0.32861968874931335, "lr": 0.02, "mask_rcnn/accuracy": 0.8685243011678356, "mask_rcnn/false_negative": 0.09975438346503188, "mask_rcnn/false_positive": 0.14340438081261486, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.5823617319983896, "total_loss": 1.201748406238039} {"data_time": 0.01244618950295262, "eta_seconds": 71163.99581533067, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.2941970310391363, "fast_rcnn/fg_cls_accuracy": 0.6439369743425956, "iteration": 143779, "loss_box_reg": 0.23133087903261185, "loss_cls": 0.20558860036544502, "loss_mask": 0.2634674534201622, "loss_rpn_cls": 0.04544105476816185, "loss_rpn_loc": 0.07228453288553283, "loss_sem_seg": 0.30083851399831474, "lr": 0.02, "mask_rcnn/accuracy": 0.8798880263176379, "mask_rcnn/false_negative": 0.11058228055385833, "mask_rcnn/false_positive": 0.13065560590958517, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 207.5, "rpn/num_pos_anchors": 48.5, "time": 0.5685439174922067, "total_loss": 1.1384650066902395} {"data_time": 0.013403763499809429, "eta_seconds": 71177.00489536129, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3402914876320985, "fast_rcnn/fg_cls_accuracy": 0.6058574453069866, "iteration": 143799, "loss_box_reg": 0.2373203607276082, "loss_cls": 0.2052988330833614, "loss_mask": 0.25931817945092916, "loss_rpn_cls": 0.04189914792368654, "loss_rpn_loc": 0.07460647830157541, "loss_sem_seg": 0.3387327678501606, "lr": 0.02, "mask_rcnn/accuracy": 0.8987811518838305, "mask_rcnn/false_negative": 0.09122936280072802, "mask_rcnn/false_positive": 0.13319440840207783, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5864255179985776, "total_loss": 1.152538309339434} {"data_time": 0.012888441495306324, "eta_seconds": 71155.31432630427, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.40864415322580644, "fast_rcnn/fg_cls_accuracy": 0.5735442895683454, "iteration": 143819, "loss_box_reg": 0.2278824681416154, "loss_cls": 0.2079950929619372, "loss_mask": 0.2479136325418949, "loss_rpn_cls": 0.040388119174167514, "loss_rpn_loc": 0.0793909138883464, "loss_sem_seg": 0.3158097299747169, "lr": 0.02, "mask_rcnn/accuracy": 0.8858781897106349, "mask_rcnn/false_negative": 0.10005508472326768, "mask_rcnn/false_positive": 0.12827243676638514, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 206.75, "rpn/num_pos_anchors": 49.25, "time": 0.5576136114977999, "total_loss": 1.1520910834806273} {"data_time": 0.012116322497604415, "eta_seconds": 71140.87759195494, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.31072695035460995, "fast_rcnn/fg_cls_accuracy": 0.6232142857142857, "iteration": 143839, "loss_box_reg": 0.23742559785023332, "loss_cls": 0.23104727268218994, "loss_mask": 0.26129366364330053, "loss_rpn_cls": 0.03850340656936169, "loss_rpn_loc": 0.06625994737260044, "loss_sem_seg": 0.30553336441516876, "lr": 0.02, "mask_rcnn/accuracy": 0.8849606520326964, "mask_rcnn/false_negative": 0.08620339949681136, "mask_rcnn/false_positive": 0.13619546864798324, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 234.25, "rpn/num_pos_anchors": 21.75, "time": 0.551179622503696, "total_loss": 1.1504646847315598} {"data_time": 0.01270192299853079, "eta_seconds": 71077.37717303986, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3858135365307037, "fast_rcnn/fg_cls_accuracy": 0.6086956521739131, "iteration": 143859, "loss_box_reg": 0.2393261599354446, "loss_cls": 0.21903791325166821, "loss_mask": 0.25676952581852674, "loss_rpn_cls": 0.040460628195432946, "loss_rpn_loc": 0.08448699719156139, "loss_sem_seg": 0.32926493091508746, "lr": 0.02, "mask_rcnn/accuracy": 0.89086974630136, "mask_rcnn/false_negative": 0.09281007063430724, "mask_rcnn/false_positive": 0.13780888321114576, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5563141749953502, "total_loss": 1.2117274533156888} {"data_time": 0.014074293998419307, "eta_seconds": 71107.61534313085, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.27859468258274556, "fast_rcnn/fg_cls_accuracy": 0.6784688995215311, "iteration": 143879, "loss_box_reg": 0.2465147441253066, "loss_cls": 0.21507628820836544, "loss_mask": 0.25023096427321434, "loss_rpn_cls": 0.04472699330653995, "loss_rpn_loc": 0.07983500030240975, "loss_sem_seg": 0.3157821507193148, "lr": 0.02, "mask_rcnn/accuracy": 0.9053927279772669, "mask_rcnn/false_negative": 0.08535458936585752, "mask_rcnn/false_positive": 0.12417247539906562, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5657381795026595, "total_loss": 1.1585225652088411} {"data_time": 0.013514743492123671, "eta_seconds": 71079.53811861666, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.317403939296093, "fast_rcnn/fg_cls_accuracy": 0.6301278957528957, "iteration": 143899, "loss_box_reg": 0.2530312172602862, "loss_cls": 0.24348888080567122, "loss_mask": 0.2636902518570423, "loss_rpn_cls": 0.039316968875937164, "loss_rpn_loc": 0.07440658513223752, "loss_sem_seg": 0.3247919143177569, "lr": 0.02, "mask_rcnn/accuracy": 0.8941614330974749, "mask_rcnn/false_negative": 0.09867429318977664, "mask_rcnn/false_positive": 0.11896851319094343, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 234.25, "rpn/num_pos_anchors": 21.75, "time": 0.5642396330003976, "total_loss": 1.2361446386785246} {"data_time": 0.012335859995801002, "eta_seconds": 71099.28168768964, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.32441600493408373, "fast_rcnn/fg_cls_accuracy": 0.5611206744350282, "iteration": 143919, "loss_box_reg": 0.24217618093825877, "loss_cls": 0.21959271328523755, "loss_mask": 0.24542140774428844, "loss_rpn_cls": 0.04693377504008822, "loss_rpn_loc": 0.06602876546094194, "loss_sem_seg": 0.3196836141869426, "lr": 0.02, "mask_rcnn/accuracy": 0.9037242240646258, "mask_rcnn/false_negative": 0.08530754758791281, "mask_rcnn/false_positive": 0.12258496826742078, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5716549814969767, "total_loss": 1.1519819613313302} {"data_time": 0.012404984496242832, "eta_seconds": 71098.04529373095, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.2963224893917963, "fast_rcnn/fg_cls_accuracy": 0.6878919860627177, "iteration": 143939, "loss_box_reg": 0.23737882217392325, "loss_cls": 0.20895221387036145, "loss_mask": 0.25189110916107893, "loss_rpn_cls": 0.04848173705977388, "loss_rpn_loc": 0.07871376146795228, "loss_sem_seg": 0.3279869167599827, "lr": 0.02, "mask_rcnn/accuracy": 0.8949408785186846, "mask_rcnn/false_negative": 0.08063136437623883, "mask_rcnn/false_positive": 0.1108396709046031, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5589190915052313, "total_loss": 1.1357087605574634} {"data_time": 0.011618908996751998, "eta_seconds": 71118.94090724879, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.3614078443877551, "fast_rcnn/fg_cls_accuracy": 0.6192105263157894, "iteration": 143959, "loss_box_reg": 0.22176185250282288, "loss_cls": 0.21415479364804924, "loss_mask": 0.24933370295912027, "loss_rpn_cls": 0.03811403299914673, "loss_rpn_loc": 0.06792195420712233, "loss_sem_seg": 0.3245304764714092, "lr": 0.02, "mask_rcnn/accuracy": 0.8934571148456711, "mask_rcnn/false_negative": 0.08494145707791442, "mask_rcnn/false_positive": 0.13694953073394828, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.5600195294973673, "total_loss": 1.1529015291889664} {"data_time": 0.012759872995957267, "eta_seconds": 71075.48540755085, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.3336363636363636, "fast_rcnn/fg_cls_accuracy": 0.6173810554673594, "iteration": 143979, "loss_box_reg": 0.21243802597746253, "loss_cls": 0.19613392325118184, "loss_mask": 0.2426644884981215, "loss_rpn_cls": 0.042590573168126866, "loss_rpn_loc": 0.0762145936023444, "loss_sem_seg": 0.3032511754427105, "lr": 0.02, "mask_rcnn/accuracy": 0.896551154607097, "mask_rcnn/false_negative": 0.09797349954359258, "mask_rcnn/false_positive": 0.11676213923606615, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5600939040086814, "total_loss": 1.0569461965715163} {"data_time": 0.01224690799426753, "eta_seconds": 71054.16828808926, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3083916083916084, "fast_rcnn/fg_cls_accuracy": 0.5987062937062937, "iteration": 143999, "loss_box_reg": 0.24991713650524616, "loss_cls": 0.22861449839547276, "loss_mask": 0.24778476729989052, "loss_rpn_cls": 0.04526358511066064, "loss_rpn_loc": 0.07562674186192453, "loss_sem_seg": 0.35075296368449926, "lr": 0.02, "mask_rcnn/accuracy": 0.8942168117890491, "mask_rcnn/false_negative": 0.09683100066962352, "mask_rcnn/false_positive": 0.11184476026295684, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5637916714986204, "total_loss": 1.1718380527454428} {"data_time": 0.01270463400578592, "eta_seconds": 71116.93936379167, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.3612994350282486, "fast_rcnn/fg_cls_accuracy": 0.6253125868296749, "iteration": 144019, "loss_box_reg": 0.2178097520954907, "loss_cls": 0.2052780392114073, "loss_mask": 0.24934143060818315, "loss_rpn_cls": 0.04255095188273117, "loss_rpn_loc": 0.07235426583793014, "loss_sem_seg": 0.34552294202148914, "lr": 0.02, "mask_rcnn/accuracy": 0.9031030988210116, "mask_rcnn/false_negative": 0.09382123028941622, "mask_rcnn/false_positive": 0.09916523744284372, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.572575809994305, "total_loss": 1.1258979382910184} {"data_time": 0.01288659850251861, "eta_seconds": 71111.21201201994, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.3148286140089419, "fast_rcnn/fg_cls_accuracy": 0.6445049123482951, "iteration": 144039, "loss_box_reg": 0.2323017823509872, "loss_cls": 0.2086508208885789, "loss_mask": 0.25000215228646994, "loss_rpn_cls": 0.040307584538822994, "loss_rpn_loc": 0.07253840999328531, "loss_sem_seg": 0.29653976717963815, "lr": 0.02, "mask_rcnn/accuracy": 0.891361884427684, "mask_rcnn/false_negative": 0.09377318247441743, "mask_rcnn/false_positive": 0.12383097739555733, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.577651813000557, "total_loss": 1.0981837083672872} {"data_time": 0.012562220494146459, "eta_seconds": 71088.17872424368, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.30354358610914245, "fast_rcnn/fg_cls_accuracy": 0.6707566462167689, "iteration": 144059, "loss_box_reg": 0.2301281220279634, "loss_cls": 0.20822629088070244, "loss_mask": 0.24931514589115977, "loss_rpn_cls": 0.05146570227225311, "loss_rpn_loc": 0.07825994573067874, "loss_sem_seg": 0.31512215826660395, "lr": 0.02, "mask_rcnn/accuracy": 0.8945837824213843, "mask_rcnn/false_negative": 0.09952588727244802, "mask_rcnn/false_positive": 0.11415314392025455, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.556143173998862, "total_loss": 1.1661887754162308} {"data_time": 0.012535503003164195, "eta_seconds": 71076.8896001738, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.2739136230338577, "fast_rcnn/fg_cls_accuracy": 0.7118376276130287, "iteration": 144079, "loss_box_reg": 0.22787675820291042, "loss_cls": 0.21269570291042328, "loss_mask": 0.25620280858129263, "loss_rpn_cls": 0.041963693452998996, "loss_rpn_loc": 0.07512022356968373, "loss_sem_seg": 0.31586670177057385, "lr": 0.02, "mask_rcnn/accuracy": 0.8974779684601113, "mask_rcnn/false_negative": 0.08550819648371469, "mask_rcnn/false_positive": 0.10735261518868211, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5681080239955918, "total_loss": 1.1795740989618935} {"data_time": 0.01267000549705699, "eta_seconds": 71123.88854760399, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.3275288962755911, "fast_rcnn/fg_cls_accuracy": 0.6548963196178483, "iteration": 144099, "loss_box_reg": 0.23167053144425154, "loss_cls": 0.21741163590922952, "loss_mask": 0.2512848759070039, "loss_rpn_cls": 0.04160704094101675, "loss_rpn_loc": 0.08801423566183075, "loss_sem_seg": 0.27624875539913774, "lr": 0.02, "mask_rcnn/accuracy": 0.88885618048386, "mask_rcnn/false_negative": 0.09186818366082741, "mask_rcnn/false_positive": 0.11890050885224285, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 207.25, "rpn/num_pos_anchors": 48.75, "time": 0.5717411510049715, "total_loss": 1.1289660780894337} {"data_time": 0.01311552150582429, "eta_seconds": 71130.15119290212, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3386189088983051, "fast_rcnn/fg_cls_accuracy": 0.5949776302496752, "iteration": 144119, "loss_box_reg": 0.2488908008672297, "loss_cls": 0.24021208100020885, "loss_mask": 0.26523632183671, "loss_rpn_cls": 0.048922852729447186, "loss_rpn_loc": 0.08625589491566643, "loss_sem_seg": 0.3160486724227667, "lr": 0.02, "mask_rcnn/accuracy": 0.8765034378453086, "mask_rcnn/false_negative": 0.0906586630550009, "mask_rcnn/false_positive": 0.13060118114026745, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5757221435051179, "total_loss": 1.2378589866566472} {"data_time": 0.01309277299878886, "eta_seconds": 71127.17679526348, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.3719951923076923, "fast_rcnn/fg_cls_accuracy": 0.607421875, "iteration": 144139, "loss_box_reg": 0.24238396482542157, "loss_cls": 0.22488608746789396, "loss_mask": 0.2696300148963928, "loss_rpn_cls": 0.0445802939357236, "loss_rpn_loc": 0.08298029145225883, "loss_sem_seg": 0.3168884601909667, "lr": 0.02, "mask_rcnn/accuracy": 0.8995339776099032, "mask_rcnn/false_negative": 0.09124279080566519, "mask_rcnn/false_positive": 0.11712616304296479, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5649058610069915, "total_loss": 1.154804855643306} {"data_time": 0.013160510003217496, "eta_seconds": 71107.54884586233, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.3802376868414604, "fast_rcnn/fg_cls_accuracy": 0.6181976560025341, "iteration": 144159, "loss_box_reg": 0.21891094464808702, "loss_cls": 0.21369328256696463, "loss_mask": 0.2508429395966232, "loss_rpn_cls": 0.05058476596605033, "loss_rpn_loc": 0.07711351121542975, "loss_sem_seg": 0.3109041452407837, "lr": 0.02, "mask_rcnn/accuracy": 0.8853746585580935, "mask_rcnn/false_negative": 0.08503430085203184, "mask_rcnn/false_positive": 0.13667435561146563, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5632842404957046, "total_loss": 1.11197845794959} {"data_time": 0.01160276399605209, "eta_seconds": 71121.80411964696, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.2645473368556333, "fast_rcnn/fg_cls_accuracy": 0.6370705244122965, "iteration": 144179, "loss_box_reg": 0.23427599295973778, "loss_cls": 0.21558852586895227, "loss_mask": 0.2504946244880557, "loss_rpn_cls": 0.04615833992284024, "loss_rpn_loc": 0.08561703492887318, "loss_sem_seg": 0.33033229876309633, "lr": 0.02, "mask_rcnn/accuracy": 0.8819088999236058, "mask_rcnn/false_negative": 0.10261194986143282, "mask_rcnn/false_positive": 0.12980832356213126, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5731868380025844, "total_loss": 1.1807657152821776} {"data_time": 0.013011729992285836, "eta_seconds": 71141.00254418675, "fast_rcnn/cls_accuracy": 0.91357421875, "fast_rcnn/false_negative": 0.3651224124203821, "fast_rcnn/fg_cls_accuracy": 0.5540008014961262, "iteration": 144199, "loss_box_reg": 0.23862016666680574, "loss_cls": 0.22190788853913546, "loss_mask": 0.2486444991081953, "loss_rpn_cls": 0.041649259175756015, "loss_rpn_loc": 0.08014371496392414, "loss_sem_seg": 0.30253715766593814, "lr": 0.02, "mask_rcnn/accuracy": 0.878376009846356, "mask_rcnn/false_negative": 0.10705654207086607, "mask_rcnn/false_positive": 0.1259395272341985, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.5697180314964498, "total_loss": 1.1561863888637163} {"data_time": 0.012881891001597978, "eta_seconds": 71087.22068079413, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.22925897631779985, "fast_rcnn/fg_cls_accuracy": 0.6942090825967693, "iteration": 144219, "loss_box_reg": 0.22327298019081354, "loss_cls": 0.20275125838816166, "loss_mask": 0.24004461243748665, "loss_rpn_cls": 0.03841334011667641, "loss_rpn_loc": 0.07204450794961303, "loss_sem_seg": 0.31814628606662154, "lr": 0.02, "mask_rcnn/accuracy": 0.9107263945672854, "mask_rcnn/false_negative": 0.07821220440846353, "mask_rcnn/false_positive": 0.09417334789989154, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 234.5, "rpn/num_pos_anchors": 21.5, "time": 0.5549861129984492, "total_loss": 1.1149635562906042} {"data_time": 0.012950566000654362, "eta_seconds": 71110.48628026506, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3233934169278997, "fast_rcnn/fg_cls_accuracy": 0.6766065830721003, "iteration": 144239, "loss_box_reg": 0.22353574493899941, "loss_cls": 0.2146147016901523, "loss_mask": 0.2511840909719467, "loss_rpn_cls": 0.04117695885361172, "loss_rpn_loc": 0.07373874558834359, "loss_sem_seg": 0.3124321857467294, "lr": 0.02, "mask_rcnn/accuracy": 0.8991781696369134, "mask_rcnn/false_negative": 0.08129928346593188, "mask_rcnn/false_positive": 0.11819964102222782, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5725520369960577, "total_loss": 1.115261375076443} {"data_time": 0.012752018497849349, "eta_seconds": 71120.79836392612, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.2977482534930139, "fast_rcnn/fg_cls_accuracy": 0.6757880367336808, "iteration": 144259, "loss_box_reg": 0.24253310589119792, "loss_cls": 0.21325632138177752, "loss_mask": 0.24590584449470043, "loss_rpn_cls": 0.04542553017381579, "loss_rpn_loc": 0.06991511248634197, "loss_sem_seg": 0.3319712458178401, "lr": 0.02, "mask_rcnn/accuracy": 0.909387580190304, "mask_rcnn/false_negative": 0.08725408149072097, "mask_rcnn/false_positive": 0.10194026439968631, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.572699370997725, "total_loss": 1.1760071472235722} {"data_time": 0.013021066501096357, "eta_seconds": 71095.76220266693, "fast_rcnn/cls_accuracy": 0.91015625, "fast_rcnn/false_negative": 0.4104123812322461, "fast_rcnn/fg_cls_accuracy": 0.5397013586259933, "iteration": 144279, "loss_box_reg": 0.22216586698777974, "loss_cls": 0.1940828850492835, "loss_mask": 0.2530928673222661, "loss_rpn_cls": 0.03816426335833967, "loss_rpn_loc": 0.08056103088892996, "loss_sem_seg": 0.32296806015074253, "lr": 0.02, "mask_rcnn/accuracy": 0.8808116417863441, "mask_rcnn/false_negative": 0.08999004988718734, "mask_rcnn/false_positive": 0.14043293627257014, "roi_head/num_bg_samples": 430.25, "roi_head/num_fg_samples": 81.75, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.5659130710046156, "total_loss": 1.118921029206831} {"data_time": 0.012697174992354121, "eta_seconds": 71061.02987332709, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.31028784648187635, "fast_rcnn/fg_cls_accuracy": 0.6321428571428571, "iteration": 144299, "loss_box_reg": 0.22936223191209137, "loss_cls": 0.18481022270862013, "loss_mask": 0.25312746316194534, "loss_rpn_cls": 0.04808876872994006, "loss_rpn_loc": 0.08413418289273977, "loss_sem_seg": 0.3129994529299438, "lr": 0.02, "mask_rcnn/accuracy": 0.8962818265795527, "mask_rcnn/false_negative": 0.0934210712193263, "mask_rcnn/false_positive": 0.10498832270934474, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5640414014997077, "total_loss": 1.1478987628070172} {"data_time": 0.013240068496088497, "eta_seconds": 71030.70402034398, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.38854658385093166, "fast_rcnn/fg_cls_accuracy": 0.5732919254658385, "iteration": 144319, "loss_box_reg": 0.20764633908402175, "loss_cls": 0.20439955475740135, "loss_mask": 0.262496504932642, "loss_rpn_cls": 0.039073493564501405, "loss_rpn_loc": 0.07299102158867754, "loss_sem_seg": 0.31427205400541425, "lr": 0.02, "mask_rcnn/accuracy": 0.8858906761462348, "mask_rcnn/false_negative": 0.0952970509501935, "mask_rcnn/false_positive": 0.12992943994635003, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5624634630003129, "total_loss": 1.112465177953709} {"data_time": 0.012084931004210375, "eta_seconds": 71019.40068825395, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.4022850537921223, "fast_rcnn/fg_cls_accuracy": 0.5450685654008438, "iteration": 144339, "loss_box_reg": 0.2401258023455739, "loss_cls": 0.22598988260142505, "loss_mask": 0.2680952539667487, "loss_rpn_cls": 0.04565572063438594, "loss_rpn_loc": 0.06817418750142679, "loss_sem_seg": 0.32573048397898674, "lr": 0.02, "mask_rcnn/accuracy": 0.8851036753500396, "mask_rcnn/false_negative": 0.09830041623747829, "mask_rcnn/false_positive": 0.1250452933330625, "roi_head/num_bg_samples": 433.0, "roi_head/num_fg_samples": 79.0, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5679900594914216, "total_loss": 1.177519710647175} {"data_time": 0.013373080008022953, "eta_seconds": 70980.02268653741, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.2899654377880184, "fast_rcnn/fg_cls_accuracy": 0.7031221198156682, "iteration": 144359, "loss_box_reg": 0.2210729937069118, "loss_cls": 0.20449303626082838, "loss_mask": 0.25768762454390526, "loss_rpn_cls": 0.038293857403914444, "loss_rpn_loc": 0.07185880134056788, "loss_sem_seg": 0.3119516773149371, "lr": 0.02, "mask_rcnn/accuracy": 0.891885761057304, "mask_rcnn/false_negative": 0.09743248700323845, "mask_rcnn/false_positive": 0.10824950573352755, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5573631185034174, "total_loss": 1.111878619845811} {"data_time": 0.012845958495745435, "eta_seconds": 70944.60898885512, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3606908874329958, "fast_rcnn/fg_cls_accuracy": 0.586875, "iteration": 144379, "loss_box_reg": 0.21875373041257262, "loss_cls": 0.21569915488362312, "loss_mask": 0.2613537386059761, "loss_rpn_cls": 0.04610615171259269, "loss_rpn_loc": 0.08729618217330426, "loss_sem_seg": 0.34670772310346365, "lr": 0.02, "mask_rcnn/accuracy": 0.8838713876579727, "mask_rcnn/false_negative": 0.09604013294340813, "mask_rcnn/false_positive": 0.11618507170737871, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5657894914984354, "total_loss": 1.19621295662364} {"data_time": 0.012353731501207221, "eta_seconds": 70933.31396509495, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.2567854909318324, "fast_rcnn/fg_cls_accuracy": 0.6931372549019608, "iteration": 144399, "loss_box_reg": 0.24085193406790495, "loss_cls": 0.2205223727505654, "loss_mask": 0.2529041664674878, "loss_rpn_cls": 0.04429133100347826, "loss_rpn_loc": 0.08961732767056674, "loss_sem_seg": 0.2841288042254746, "lr": 0.02, "mask_rcnn/accuracy": 0.893184584548105, "mask_rcnn/false_negative": 0.0840664580349029, "mask_rcnn/false_positive": 0.11571343435141625, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 237.0, "rpn/num_pos_anchors": 19.0, "time": 0.5618574184991303, "total_loss": 1.153515778540168} {"data_time": 0.013428263002424501, "eta_seconds": 70950.99072787745, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.36864546654929575, "fast_rcnn/fg_cls_accuracy": 0.5810879190385831, "iteration": 144419, "loss_box_reg": 0.23773350287228823, "loss_cls": 0.2269025221467018, "loss_mask": 0.25437328685075045, "loss_rpn_cls": 0.045020036995992996, "loss_rpn_loc": 0.07994958925701212, "loss_sem_seg": 0.2916505876928568, "lr": 0.02, "mask_rcnn/accuracy": 0.9034619760066189, "mask_rcnn/false_negative": 0.0833107883503894, "mask_rcnn/false_positive": 0.11424469956725614, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5605133219942218, "total_loss": 1.1583034829964163} {"data_time": 0.013492711499566212, "eta_seconds": 70934.82723429712, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.31262004293300194, "fast_rcnn/fg_cls_accuracy": 0.5750796903460837, "iteration": 144439, "loss_box_reg": 0.22410505334846675, "loss_cls": 0.2128144633024931, "loss_mask": 0.25299031008034945, "loss_rpn_cls": 0.04584977522608824, "loss_rpn_loc": 0.08094128873199224, "loss_sem_seg": 0.3075629291124642, "lr": 0.02, "mask_rcnn/accuracy": 0.896750106292517, "mask_rcnn/false_negative": 0.08557436760310802, "mask_rcnn/false_positive": 0.12951676033172305, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.5619559640035732, "total_loss": 1.1108715096779633} {"data_time": 0.012102140994102228, "eta_seconds": 70923.52837123704, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.29406284933548626, "fast_rcnn/fg_cls_accuracy": 0.612060094669685, "iteration": 144459, "loss_box_reg": 0.21564190555363894, "loss_cls": 0.20830929279327393, "loss_mask": 0.2583965053781867, "loss_rpn_cls": 0.043590912930085324, "loss_rpn_loc": 0.07697487351833843, "loss_sem_seg": 0.3269783607684076, "lr": 0.02, "mask_rcnn/accuracy": 0.8989832453028674, "mask_rcnn/false_negative": 0.0782474035148239, "mask_rcnn/false_positive": 0.1308435826871111, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5631123269995442, "total_loss": 1.1413455547299236} {"data_time": 0.012963219996890984, "eta_seconds": 70940.27736362375, "fast_rcnn/cls_accuracy": 0.90869140625, "fast_rcnn/false_negative": 0.36256550854037267, "fast_rcnn/fg_cls_accuracy": 0.5968561746987953, "iteration": 144479, "loss_box_reg": 0.2221067426726222, "loss_cls": 0.2113733310252428, "loss_mask": 0.2533964039757848, "loss_rpn_cls": 0.04289455004618503, "loss_rpn_loc": 0.0812176006147638, "loss_sem_seg": 0.2919562216848135, "lr": 0.02, "mask_rcnn/accuracy": 0.8822560274109643, "mask_rcnn/false_negative": 0.08813762930980483, "mask_rcnn/false_positive": 0.13779546353076816, "roi_head/num_bg_samples": 426.5, "roi_head/num_fg_samples": 85.5, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5654918145010015, "total_loss": 1.0979911177710164} {"data_time": 0.012642145993595477, "eta_seconds": 70928.97403153373, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3368267276422764, "fast_rcnn/fg_cls_accuracy": 0.6157449959150327, "iteration": 144499, "loss_box_reg": 0.23296443885192275, "loss_cls": 0.22196316998451948, "loss_mask": 0.2576333489269018, "loss_rpn_cls": 0.046964929497335106, "loss_rpn_loc": 0.08345200066105463, "loss_sem_seg": 0.3469226276502013, "lr": 0.02, "mask_rcnn/accuracy": 0.8829751159974859, "mask_rcnn/false_negative": 0.09425849563288857, "mask_rcnn/false_positive": 0.14192964632168859, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5585536560029141, "total_loss": 1.194750563998241} {"data_time": 0.013249773997813463, "eta_seconds": 70940.83035178654, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.31606056415929207, "fast_rcnn/fg_cls_accuracy": 0.6594503012048193, "iteration": 144519, "loss_box_reg": 0.22562016360461712, "loss_cls": 0.21346399746835232, "loss_mask": 0.2482471438124776, "loss_rpn_cls": 0.04135801730444655, "loss_rpn_loc": 0.06999527316656895, "loss_sem_seg": 0.3516048612073064, "lr": 0.02, "mask_rcnn/accuracy": 0.8962088688779353, "mask_rcnn/false_negative": 0.0866851469381218, "mask_rcnn/false_positive": 0.08241348322489593, "roi_head/num_bg_samples": 460.0, "roi_head/num_fg_samples": 52.0, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5633059149986366, "total_loss": 1.1033414114790503} {"data_time": 0.012375709491607267, "eta_seconds": 70889.34488113644, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.27187860161352284, "fast_rcnn/fg_cls_accuracy": 0.6604938271604939, "iteration": 144539, "loss_box_reg": 0.22584041580557823, "loss_cls": 0.2203606420662254, "loss_mask": 0.25104895420372486, "loss_rpn_cls": 0.03755410359008238, "loss_rpn_loc": 0.07841927179833874, "loss_sem_seg": 0.32392939273267984, "lr": 0.02, "mask_rcnn/accuracy": 0.8971997625760226, "mask_rcnn/false_negative": 0.08623425019266406, "mask_rcnn/false_positive": 0.11721028550380566, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 237.0, "rpn/num_pos_anchors": 19.0, "time": 0.5619679855080904, "total_loss": 1.1405312245769892} {"data_time": 0.012473774506361224, "eta_seconds": 70861.23190733297, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.3614705882352941, "fast_rcnn/fg_cls_accuracy": 0.5549999999999999, "iteration": 144559, "loss_box_reg": 0.23127754009328783, "loss_cls": 0.20757058216258883, "loss_mask": 0.24941431544721127, "loss_rpn_cls": 0.041264992381911725, "loss_rpn_loc": 0.07809443915903103, "loss_sem_seg": 0.3139041503891349, "lr": 0.02, "mask_rcnn/accuracy": 0.8894090530949221, "mask_rcnn/false_negative": 0.10221318309991154, "mask_rcnn/false_positive": 0.12278371346975621, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5729926189960679, "total_loss": 1.1043870348948985} {"data_time": 0.012876018008682877, "eta_seconds": 70849.93396935299, "fast_rcnn/cls_accuracy": 0.95703125, "fast_rcnn/false_negative": 0.27638244434038567, "fast_rcnn/fg_cls_accuracy": 0.720020433357456, "iteration": 144579, "loss_box_reg": 0.24243886675685644, "loss_cls": 0.21279338095337152, "loss_mask": 0.2611007886007428, "loss_rpn_cls": 0.055561396293342113, "loss_rpn_loc": 0.08578642475185916, "loss_sem_seg": 0.3208048492670059, "lr": 0.02, "mask_rcnn/accuracy": 0.8948114643687494, "mask_rcnn/false_negative": 0.08883442872663426, "mask_rcnn/false_positive": 0.116545807818112, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5695473425003001, "total_loss": 1.1452297503419686} {"data_time": 0.014352125508594327, "eta_seconds": 70849.29398767775, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.4, "fast_rcnn/fg_cls_accuracy": 0.5877289377289378, "iteration": 144599, "loss_box_reg": 0.2253972077742219, "loss_cls": 0.20387605344876647, "loss_mask": 0.24344273889437318, "loss_rpn_cls": 0.035882293668692, "loss_rpn_loc": 0.06105898099485785, "loss_sem_seg": 0.3066455842927098, "lr": 0.02, "mask_rcnn/accuracy": 0.8830886923598553, "mask_rcnn/false_negative": 0.10634852379215326, "mask_rcnn/false_positive": 0.14256901923510407, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5598996594999335, "total_loss": 1.1141957094223471} {"data_time": 0.013447041994368192, "eta_seconds": 70844.14240713662, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3426212590299278, "fast_rcnn/fg_cls_accuracy": 0.6150560224089636, "iteration": 144619, "loss_box_reg": 0.22850759606808424, "loss_cls": 0.21762472460977733, "loss_mask": 0.24237725511193275, "loss_rpn_cls": 0.04093948606168851, "loss_rpn_loc": 0.06883965223096311, "loss_sem_seg": 0.3614144390448928, "lr": 0.02, "mask_rcnn/accuracy": 0.8977454935673496, "mask_rcnn/false_negative": 0.08253897987030395, "mask_rcnn/false_positive": 0.11088222563341088, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5656159805002972, "total_loss": 1.1720345533613} {"data_time": 0.0130683930037776, "eta_seconds": 70861.70709925005, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.34891760442494757, "fast_rcnn/fg_cls_accuracy": 0.6009824122451983, "iteration": 144639, "loss_box_reg": 0.23018480895552784, "loss_cls": 0.22332437802106142, "loss_mask": 0.2510773139074445, "loss_rpn_cls": 0.04781384035595693, "loss_rpn_loc": 0.06917808316939045, "loss_sem_seg": 0.28743230761028826, "lr": 0.02, "mask_rcnn/accuracy": 0.8811558502287986, "mask_rcnn/false_negative": 0.09411856500033808, "mask_rcnn/false_positive": 0.1383548176547383, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.574105273502937, "total_loss": 1.0762340093642706} {"data_time": 0.013933981499576475, "eta_seconds": 70838.5473748135, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.25962962962962965, "fast_rcnn/fg_cls_accuracy": 0.7007235757464737, "iteration": 144659, "loss_box_reg": 0.23081172350794077, "loss_cls": 0.21360287489369512, "loss_mask": 0.24942415859550238, "loss_rpn_cls": 0.04424840759020299, "loss_rpn_loc": 0.07339478260837495, "loss_sem_seg": 0.31689503556117415, "lr": 0.02, "mask_rcnn/accuracy": 0.9045331658499266, "mask_rcnn/false_negative": 0.09868105999445166, "mask_rcnn/false_positive": 0.09656282927716728, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5658814354901551, "total_loss": 1.133765141305048} {"data_time": 0.013061701494734734, "eta_seconds": 70827.24404272347, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.32316154309825196, "fast_rcnn/fg_cls_accuracy": 0.6534615384615384, "iteration": 144679, "loss_box_reg": 0.22110947268083692, "loss_cls": 0.19969041249714792, "loss_mask": 0.2561058420687914, "loss_rpn_cls": 0.044330556207569316, "loss_rpn_loc": 0.07170581113314256, "loss_sem_seg": 0.3198745185509324, "lr": 0.02, "mask_rcnn/accuracy": 0.8914503343710365, "mask_rcnn/false_negative": 0.07397863497135124, "mask_rcnn/false_positive": 0.14655919117849833, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.5682964135048678, "total_loss": 1.136742345552193} {"data_time": 0.012293911495362408, "eta_seconds": 70827.79142830012, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.33392961306630375, "fast_rcnn/fg_cls_accuracy": 0.5643800440205429, "iteration": 144699, "loss_box_reg": 0.23902162676677108, "loss_cls": 0.2120070648379624, "loss_mask": 0.25592133589088917, "loss_rpn_cls": 0.050132064847275615, "loss_rpn_loc": 0.07764185033738613, "loss_sem_seg": 0.32777344435453415, "lr": 0.02, "mask_rcnn/accuracy": 0.909406887755102, "mask_rcnn/false_negative": 0.08844715752336713, "mask_rcnn/false_positive": 0.115972975076713, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5666595779985073, "total_loss": 1.1824869560950901} {"data_time": 0.012083659508789424, "eta_seconds": 70816.48620465014, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.33644727243252004, "fast_rcnn/fg_cls_accuracy": 0.6577498356344511, "iteration": 144719, "loss_box_reg": 0.24068651301786304, "loss_cls": 0.2094569941982627, "loss_mask": 0.24571422254666686, "loss_rpn_cls": 0.044517770351376384, "loss_rpn_loc": 0.08248112560249865, "loss_sem_seg": 0.28445861488580704, "lr": 0.02, "mask_rcnn/accuracy": 0.8783541502215837, "mask_rcnn/false_negative": 0.11126322492876722, "mask_rcnn/false_positive": 0.13573955842028113, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.569638765999116, "total_loss": 1.1566903296625242} {"data_time": 0.013426659497781657, "eta_seconds": 70808.71064758702, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.33895330284012337, "fast_rcnn/fg_cls_accuracy": 0.5999733226623982, "iteration": 144739, "loss_box_reg": 0.21019771182909608, "loss_cls": 0.193541478831321, "loss_mask": 0.23569790925830603, "loss_rpn_cls": 0.03952438692795113, "loss_rpn_loc": 0.07876853877678514, "loss_sem_seg": 0.3121476804371923, "lr": 0.02, "mask_rcnn/accuracy": 0.8970857364685005, "mask_rcnn/false_negative": 0.09791641929432066, "mask_rcnn/false_positive": 0.10251892032015589, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5675470104979468, "total_loss": 1.0843404151091818} {"data_time": 0.012084496498573571, "eta_seconds": 70793.87575735018, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.281650641025641, "fast_rcnn/fg_cls_accuracy": 0.6697130503144654, "iteration": 144759, "loss_box_reg": 0.23059632070362568, "loss_cls": 0.21517416182905436, "loss_mask": 0.26050667744129896, "loss_rpn_cls": 0.04441099101677537, "loss_rpn_loc": 0.07176330150105059, "loss_sem_seg": 0.30220292368903756, "lr": 0.02, "mask_rcnn/accuracy": 0.9078904859434813, "mask_rcnn/false_negative": 0.08888693220830832, "mask_rcnn/false_positive": 0.0873510038178552, "roi_head/num_bg_samples": 463.75, "roi_head/num_fg_samples": 48.25, "rpn/num_neg_anchors": 238.25, "rpn/num_pos_anchors": 17.75, "time": 0.561171158500656, "total_loss": 1.1207294425112195} {"data_time": 0.012825718004023656, "eta_seconds": 70770.72738227333, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.3848192771084337, "fast_rcnn/fg_cls_accuracy": 0.5741975308641976, "iteration": 144779, "loss_box_reg": 0.22554029570892453, "loss_cls": 0.20142828486859798, "loss_mask": 0.250095474999398, "loss_rpn_cls": 0.03732836256676819, "loss_rpn_loc": 0.06462043797364458, "loss_sem_seg": 0.2931733592413366, "lr": 0.02, "mask_rcnn/accuracy": 0.8785322991197787, "mask_rcnn/false_negative": 0.10524779839571592, "mask_rcnn/false_positive": 0.13173678757861712, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.553376700503577, "total_loss": 1.0712808295793366} {"data_time": 0.012946849506988656, "eta_seconds": 70759.4240501833, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.3590988185731294, "fast_rcnn/fg_cls_accuracy": 0.572499904100656, "iteration": 144799, "loss_box_reg": 0.2235993123613298, "loss_cls": 0.21563385799527168, "loss_mask": 0.2461011945270002, "loss_rpn_cls": 0.04122429416747764, "loss_rpn_loc": 0.07227457259432413, "loss_sem_seg": 0.33939480874687433, "lr": 0.02, "mask_rcnn/accuracy": 0.8944737010736277, "mask_rcnn/false_negative": 0.09807182136470508, "mask_rcnn/false_positive": 0.12856752639232466, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5688727395026945, "total_loss": 1.1505319307907484} {"data_time": 0.01256425300380215, "eta_seconds": 70773.41804533926, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.35232558139534886, "fast_rcnn/fg_cls_accuracy": 0.6391222805701425, "iteration": 144819, "loss_box_reg": 0.2471806975081563, "loss_cls": 0.22405385691672564, "loss_mask": 0.2621093615889549, "loss_rpn_cls": 0.0458004554384388, "loss_rpn_loc": 0.08392637711949646, "loss_sem_seg": 0.32855198020115495, "lr": 0.02, "mask_rcnn/accuracy": 0.8941092738177001, "mask_rcnn/false_negative": 0.08640752950514395, "mask_rcnn/false_positive": 0.10810333718601997, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5720189239946194, "total_loss": 1.1839280864223838} {"data_time": 0.011843120002595242, "eta_seconds": 70775.66736025963, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.2973856209150327, "fast_rcnn/fg_cls_accuracy": 0.5805695746214852, "iteration": 144839, "loss_box_reg": 0.21757617848925292, "loss_cls": 0.19817284075543284, "loss_mask": 0.2384525267407298, "loss_rpn_cls": 0.039634209977521095, "loss_rpn_loc": 0.07820140564581379, "loss_sem_seg": 0.3095613601617515, "lr": 0.02, "mask_rcnn/accuracy": 0.9037283448567643, "mask_rcnn/false_negative": 0.07992364670079524, "mask_rcnn/false_positive": 0.10757703298822524, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5593591924916836, "total_loss": 1.0788945802196395} {"data_time": 0.012830840991227888, "eta_seconds": 70750.8032977193, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.37474215611768535, "fast_rcnn/fg_cls_accuracy": 0.5577246283128636, "iteration": 144859, "loss_box_reg": 0.2119364426471293, "loss_cls": 0.20555299916304648, "loss_mask": 0.25030338764190674, "loss_rpn_cls": 0.03991533527732827, "loss_rpn_loc": 0.07211577097768895, "loss_sem_seg": 0.31520690582692623, "lr": 0.02, "mask_rcnn/accuracy": 0.873673226580465, "mask_rcnn/false_negative": 0.08831881559447924, "mask_rcnn/false_positive": 0.1223615315887458, "roi_head/num_bg_samples": 463.5, "roi_head/num_fg_samples": 48.5, "rpn/num_neg_anchors": 239.25, "rpn/num_pos_anchors": 16.75, "time": 0.5495418089994928, "total_loss": 1.1279011499136686} {"data_time": 0.01285629400081234, "eta_seconds": 70729.57013704773, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.3308940022632969, "fast_rcnn/fg_cls_accuracy": 0.6080840374514729, "iteration": 144879, "loss_box_reg": 0.22426610998809338, "loss_cls": 0.23030982073396444, "loss_mask": 0.24133989587426186, "loss_rpn_cls": 0.046108242095215246, "loss_rpn_loc": 0.07520239287987351, "loss_sem_seg": 0.3450838113203645, "lr": 0.02, "mask_rcnn/accuracy": 0.888885794026446, "mask_rcnn/false_negative": 0.09997555865090826, "mask_rcnn/false_positive": 0.10601092386507746, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.557521518006979, "total_loss": 1.1954953027452575} {"data_time": 0.013380052005231846, "eta_seconds": 70718.26434982783, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3684324324324324, "fast_rcnn/fg_cls_accuracy": 0.5791566265060241, "iteration": 144899, "loss_box_reg": 0.23660586029291153, "loss_cls": 0.22836992237716913, "loss_mask": 0.2569607589393854, "loss_rpn_cls": 0.04438358708284795, "loss_rpn_loc": 0.08067190059227869, "loss_sem_seg": 0.2950578867457807, "lr": 0.02, "mask_rcnn/accuracy": 0.9009780825177862, "mask_rcnn/false_negative": 0.09255924900903478, "mask_rcnn/false_positive": 0.13690586923881654, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5659124925005017, "total_loss": 1.1884139814064838} {"data_time": 0.012192573994980194, "eta_seconds": 70701.61185155172, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.36825141015310237, "fast_rcnn/fg_cls_accuracy": 0.6076516634050881, "iteration": 144919, "loss_box_reg": 0.23756859451532364, "loss_cls": 0.2142501005437225, "loss_mask": 0.2629763102158904, "loss_rpn_cls": 0.04218687245156616, "loss_rpn_loc": 0.07518708240240812, "loss_sem_seg": 0.33789269533008337, "lr": 0.02, "mask_rcnn/accuracy": 0.8834639667270416, "mask_rcnn/false_negative": 0.08703010364037653, "mask_rcnn/false_positive": 0.11475779456646035, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5662984294976923, "total_loss": 1.2045059766096529} {"data_time": 0.012663340996368788, "eta_seconds": 70695.65277538804, "fast_rcnn/cls_accuracy": 0.91259765625, "fast_rcnn/false_negative": 0.3684986888111888, "fast_rcnn/fg_cls_accuracy": 0.6293706293706294, "iteration": 144939, "loss_box_reg": 0.23625295935198665, "loss_cls": 0.2324043600820005, "loss_mask": 0.2585667339153588, "loss_rpn_cls": 0.05154689238406718, "loss_rpn_loc": 0.0926908670226112, "loss_sem_seg": 0.320945184212178, "lr": 0.02, "mask_rcnn/accuracy": 0.8703594836942767, "mask_rcnn/false_negative": 0.11358067926061152, "mask_rcnn/false_positive": 0.13937888390621656, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5732960389941582, "total_loss": 1.215113614758593} {"data_time": 0.012188266504381318, "eta_seconds": 70739.73221196119, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.2878068739770867, "fast_rcnn/fg_cls_accuracy": 0.6380873631386861, "iteration": 144959, "loss_box_reg": 0.2484756074845791, "loss_cls": 0.22493141097947955, "loss_mask": 0.26134647242724895, "loss_rpn_cls": 0.04862251348095015, "loss_rpn_loc": 0.09168311438406818, "loss_sem_seg": 0.40427314257249236, "lr": 0.02, "mask_rcnn/accuracy": 0.8858511413319092, "mask_rcnn/false_negative": 0.09241451729030961, "mask_rcnn/false_positive": 0.1391652614559033, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.5711380575012299, "total_loss": 1.236913146742154} {"data_time": 0.012636048006243072, "eta_seconds": 70741.30216791952, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.2809734513274337, "fast_rcnn/fg_cls_accuracy": 0.6498062351784372, "iteration": 144979, "loss_box_reg": 0.22194104036316276, "loss_cls": 0.2169418791308999, "loss_mask": 0.25898296758532524, "loss_rpn_cls": 0.036411228764336556, "loss_rpn_loc": 0.0715666048345156, "loss_sem_seg": 0.33615539548918605, "lr": 0.02, "mask_rcnn/accuracy": 0.905507127966394, "mask_rcnn/false_negative": 0.08513744680757075, "mask_rcnn/false_positive": 0.10399832829196042, "roi_head/num_bg_samples": 457.5, "roi_head/num_fg_samples": 54.5, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5672841814957792, "total_loss": 1.1389065759722143} {"data_time": 0.012410103998263367, "eta_seconds": 70721.27257826261, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.35794183445190153, "fast_rcnn/fg_cls_accuracy": 0.6132120117019446, "iteration": 144999, "loss_box_reg": 0.23428715614136308, "loss_cls": 0.23398337000980973, "loss_mask": 0.2450549053028226, "loss_rpn_cls": 0.048746597865829244, "loss_rpn_loc": 0.06940931762801483, "loss_sem_seg": 0.32338583562523127, "lr": 0.02, "mask_rcnn/accuracy": 0.8900891481034379, "mask_rcnn/false_negative": 0.08491401025439146, "mask_rcnn/false_positive": 0.1293895835255447, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5636912185000256, "total_loss": 1.1518276597635122} {"data_time": 0.013178783498005942, "eta_seconds": 70648.62921257131, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.3406072987278299, "fast_rcnn/fg_cls_accuracy": 0.6223140495867768, "iteration": 145019, "loss_box_reg": 0.21278249961324036, "loss_cls": 0.20184860052540898, "loss_mask": 0.23900906648486853, "loss_rpn_cls": 0.0468945492466446, "loss_rpn_loc": 0.06675517847907031, "loss_sem_seg": 0.3214733130298555, "lr": 0.02, "mask_rcnn/accuracy": 0.8949626212688295, "mask_rcnn/false_negative": 0.09767670768549877, "mask_rcnn/false_positive": 0.1118440424576619, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5602369600019301, "total_loss": 1.1273344625442405} {"data_time": 0.01236413750302745, "eta_seconds": 70635.60262625047, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.3097826086956522, "fast_rcnn/fg_cls_accuracy": 0.6691243539069627, "iteration": 145039, "loss_box_reg": 0.22358858096413314, "loss_cls": 0.19618136109784245, "loss_mask": 0.24731218395754695, "loss_rpn_cls": 0.045075237489072606, "loss_rpn_loc": 0.06878101974143647, "loss_sem_seg": 0.3429890254046768, "lr": 0.02, "mask_rcnn/accuracy": 0.8934258880006745, "mask_rcnn/false_negative": 0.0904335893391999, "mask_rcnn/false_positive": 0.14447875043322705, "roi_head/num_bg_samples": 456.75, "roi_head/num_fg_samples": 55.25, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5631852930018795, "total_loss": 1.141333935156581} {"data_time": 0.013315049996890593, "eta_seconds": 70692.34002206125, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.33739837398373984, "fast_rcnn/fg_cls_accuracy": 0.6275510204081634, "iteration": 145059, "loss_box_reg": 0.24055159115232527, "loss_cls": 0.23534828936681151, "loss_mask": 0.2636676225811243, "loss_rpn_cls": 0.0459581432514824, "loss_rpn_loc": 0.07649813266471028, "loss_sem_seg": 0.36450644256547093, "lr": 0.02, "mask_rcnn/accuracy": 0.8976658401715569, "mask_rcnn/false_negative": 0.08065268611695914, "mask_rcnn/false_positive": 0.14094837648105196, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5867400255083339, "total_loss": 1.262531082087662} {"data_time": 0.012422730498656165, "eta_seconds": 70681.02390645116, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.2296544948419846, "fast_rcnn/fg_cls_accuracy": 0.6896354047236872, "iteration": 145079, "loss_box_reg": 0.21260750433430076, "loss_cls": 0.2113603805191815, "loss_mask": 0.2366649811156094, "loss_rpn_cls": 0.034972324188856874, "loss_rpn_loc": 0.07214939972618595, "loss_sem_seg": 0.3441460123285651, "lr": 0.02, "mask_rcnn/accuracy": 0.9016194376043984, "mask_rcnn/false_negative": 0.08807132885725641, "mask_rcnn/false_positive": 0.10591835052216565, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5753071025028476, "total_loss": 1.1201633805976599} {"data_time": 0.013274371493025683, "eta_seconds": 70660.5296903109, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.3371933621933622, "fast_rcnn/fg_cls_accuracy": 0.5751848235458223, "iteration": 145099, "loss_box_reg": 0.2300578721333295, "loss_cls": 0.21672958135604858, "loss_mask": 0.25712743401527405, "loss_rpn_cls": 0.04480222814163426, "loss_rpn_loc": 0.06871521755238064, "loss_sem_seg": 0.32485942961648107, "lr": 0.02, "mask_rcnn/accuracy": 0.8774150569318637, "mask_rcnn/false_negative": 0.09988901245694215, "mask_rcnn/false_positive": 0.13970290784521405, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.5697179130002041, "total_loss": 1.1496143375334213} {"data_time": 0.01195422049931949, "eta_seconds": 70607.89485515439, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.2972027972027972, "fast_rcnn/fg_cls_accuracy": 0.6486229819563153, "iteration": 145119, "loss_box_reg": 0.22038050252012908, "loss_cls": 0.1965050781145692, "loss_mask": 0.2515243496745825, "loss_rpn_cls": 0.03749937478278298, "loss_rpn_loc": 0.06324334349483252, "loss_sem_seg": 0.3201888184994459, "lr": 0.02, "mask_rcnn/accuracy": 0.8810886534100819, "mask_rcnn/false_negative": 0.1061776751808356, "mask_rcnn/false_positive": 0.12184953877509913, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.555324410997855, "total_loss": 1.0953507104422897} {"data_time": 0.012289598504139576, "eta_seconds": 70580.79621791205, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.345974682486631, "fast_rcnn/fg_cls_accuracy": 0.6513515207219251, "iteration": 145139, "loss_box_reg": 0.23233248852193356, "loss_cls": 0.2105282237753272, "loss_mask": 0.25955283269286156, "loss_rpn_cls": 0.045015107723884284, "loss_rpn_loc": 0.06477218851796351, "loss_sem_seg": 0.3180148913525045, "lr": 0.02, "mask_rcnn/accuracy": 0.8829567541302235, "mask_rcnn/false_negative": 0.10575185833299638, "mask_rcnn/false_positive": 0.12335162414574896, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5556356770102866, "total_loss": 1.2010208886058535} {"data_time": 0.01167186599195702, "eta_seconds": 70571.28911596915, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.3693702013139495, "fast_rcnn/fg_cls_accuracy": 0.6048780487804878, "iteration": 145159, "loss_box_reg": 0.2382433135062456, "loss_cls": 0.21270260261371732, "loss_mask": 0.2574053267017007, "loss_rpn_cls": 0.04724188975524157, "loss_rpn_loc": 0.07761579744692426, "loss_sem_seg": 0.30246784863993526, "lr": 0.02, "mask_rcnn/accuracy": 0.888235464093416, "mask_rcnn/false_negative": 0.09604120525383292, "mask_rcnn/false_positive": 0.1251378489914638, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.5709561674957513, "total_loss": 1.1645186561217997} {"data_time": 0.012149268499342725, "eta_seconds": 70523.65960715161, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.3030325084910238, "fast_rcnn/fg_cls_accuracy": 0.671146953405018, "iteration": 145179, "loss_box_reg": 0.1967665245756507, "loss_cls": 0.186517340131104, "loss_mask": 0.24271913152188063, "loss_rpn_cls": 0.0342179455619771, "loss_rpn_loc": 0.06181040607043542, "loss_sem_seg": 0.3142753606662154, "lr": 0.02, "mask_rcnn/accuracy": 0.9007922335600907, "mask_rcnn/false_negative": 0.10001548915332104, "mask_rcnn/false_positive": 0.08987598878539342, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5548361444962211, "total_loss": 1.0922920545563102} {"data_time": 0.012134671495005023, "eta_seconds": 70427.75304817109, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3429760594386351, "fast_rcnn/fg_cls_accuracy": 0.5801026957637997, "iteration": 145199, "loss_box_reg": 0.2379618980921805, "loss_cls": 0.22923976462334394, "loss_mask": 0.2589122876524925, "loss_rpn_cls": 0.046626658586319536, "loss_rpn_loc": 0.07921467098640278, "loss_sem_seg": 0.35226305574178696, "lr": 0.02, "mask_rcnn/accuracy": 0.8863608758092263, "mask_rcnn/false_negative": 0.08964373775659217, "mask_rcnn/false_positive": 0.13419965419411903, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5496551920005004, "total_loss": 1.171190070133889} {"data_time": 0.012440610997145995, "eta_seconds": 70416.46663972113, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.30514967925873127, "fast_rcnn/fg_cls_accuracy": 0.6596352247605011, "iteration": 145219, "loss_box_reg": 0.24395501031540334, "loss_cls": 0.22336310613900423, "loss_mask": 0.2644785577431321, "loss_rpn_cls": 0.04428890484268777, "loss_rpn_loc": 0.0729937416035682, "loss_sem_seg": 0.3332941229455173, "lr": 0.02, "mask_rcnn/accuracy": 0.8891426290130677, "mask_rcnn/false_negative": 0.091243755497491, "mask_rcnn/false_positive": 0.1296927426359502, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5542826775053982, "total_loss": 1.1942195655719843} {"data_time": 0.01244717399822548, "eta_seconds": 70425.65463493243, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.34931009440813365, "fast_rcnn/fg_cls_accuracy": 0.6400436933753133, "iteration": 145239, "loss_box_reg": 0.22790245339274406, "loss_cls": 0.2180999768897891, "loss_mask": 0.25771380215883255, "loss_rpn_cls": 0.04036365306819789, "loss_rpn_loc": 0.07348167023155838, "loss_sem_seg": 0.329916357062757, "lr": 0.02, "mask_rcnn/accuracy": 0.8958063045069058, "mask_rcnn/false_negative": 0.09382325296707503, "mask_rcnn/false_positive": 0.10027405513983134, "roi_head/num_bg_samples": 464.0, "roi_head/num_fg_samples": 48.0, "rpn/num_neg_anchors": 234.75, "rpn/num_pos_anchors": 21.25, "time": 0.575663017007173, "total_loss": 1.203329200085136} {"data_time": 0.012578491499880329, "eta_seconds": 70390.15658250297, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3537454044117647, "fast_rcnn/fg_cls_accuracy": 0.6235535197685631, "iteration": 145259, "loss_box_reg": 0.23193273355718702, "loss_cls": 0.22012241510674357, "loss_mask": 0.25651299115270376, "loss_rpn_cls": 0.0438902894675266, "loss_rpn_loc": 0.07877365060267039, "loss_sem_seg": 0.3195663299411535, "lr": 0.02, "mask_rcnn/accuracy": 0.8982573491668642, "mask_rcnn/false_negative": 0.08390507780505976, "mask_rcnn/false_positive": 0.12013162640869895, "roi_head/num_bg_samples": 458.0, "roi_head/num_fg_samples": 54.0, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.565259157003311, "total_loss": 1.1927923455659766} {"data_time": 0.012742986000375822, "eta_seconds": 70393.62327276795, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.3272025272025272, "fast_rcnn/fg_cls_accuracy": 0.6353486473880596, "iteration": 145279, "loss_box_reg": 0.24667241470888257, "loss_cls": 0.21643919683992863, "loss_mask": 0.25882939901202917, "loss_rpn_cls": 0.04589003403089009, "loss_rpn_loc": 0.0885606050142087, "loss_sem_seg": 0.314449530094862, "lr": 0.02, "mask_rcnn/accuracy": 0.9043769738755736, "mask_rcnn/false_negative": 0.08959444715625811, "mask_rcnn/false_positive": 0.09888534728059276, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5802556889975676, "total_loss": 1.1944036716304254} {"data_time": 0.012512593501014635, "eta_seconds": 70439.41797777537, "fast_rcnn/cls_accuracy": 0.90380859375, "fast_rcnn/false_negative": 0.3424303683737646, "fast_rcnn/fg_cls_accuracy": 0.6196792452830189, "iteration": 145299, "loss_box_reg": 0.24481311975978315, "loss_cls": 0.2183366254903376, "loss_mask": 0.256520108319819, "loss_rpn_cls": 0.03878675331361592, "loss_rpn_loc": 0.07623307238100097, "loss_sem_seg": 0.33024866599589586, "lr": 0.02, "mask_rcnn/accuracy": 0.8870317272673872, "mask_rcnn/false_negative": 0.09321061503049555, "mask_rcnn/false_positive": 0.1266150407963873, "roi_head/num_bg_samples": 430.75, "roi_head/num_fg_samples": 81.25, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.5804188839974813, "total_loss": 1.1893648325640243} {"data_time": 0.013091623499349225, "eta_seconds": 70405.26051163336, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.39054153619451093, "fast_rcnn/fg_cls_accuracy": 0.5675538773254742, "iteration": 145319, "loss_box_reg": 0.23310494632460177, "loss_cls": 0.20551623217761517, "loss_mask": 0.2697420693002641, "loss_rpn_cls": 0.045106018718797714, "loss_rpn_loc": 0.09183429623953998, "loss_sem_seg": 0.2989170500077307, "lr": 0.02, "mask_rcnn/accuracy": 0.8826913837759173, "mask_rcnn/false_negative": 0.11221881217421682, "mask_rcnn/false_positive": 0.12059549823189972, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.5547842859959928, "total_loss": 1.1648334535129834} {"data_time": 0.012740105506964028, "eta_seconds": 70425.45216484161, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.4124273255813954, "fast_rcnn/fg_cls_accuracy": 0.5653409090909092, "iteration": 145339, "loss_box_reg": 0.24224877497181296, "loss_cls": 0.2158109531737864, "loss_mask": 0.2592893857508898, "loss_rpn_cls": 0.036195220236550085, "loss_rpn_loc": 0.06297735933912918, "loss_sem_seg": 0.3033428704366088, "lr": 0.02, "mask_rcnn/accuracy": 0.8858971009627206, "mask_rcnn/false_negative": 0.09762812724348688, "mask_rcnn/false_positive": 0.13286456700668137, "roi_head/num_bg_samples": 466.5, "roi_head/num_fg_samples": 45.5, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5696191115057445, "total_loss": 1.1251778625592124} {"data_time": 0.012936115002958104, "eta_seconds": 70428.91244105536, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.372125742546116, "fast_rcnn/fg_cls_accuracy": 0.6038774604114252, "iteration": 145359, "loss_box_reg": 0.22750626900233328, "loss_cls": 0.21096539543941617, "loss_mask": 0.25410957308486104, "loss_rpn_cls": 0.04057224754069466, "loss_rpn_loc": 0.08276737816049717, "loss_sem_seg": 0.3344966219738126, "lr": 0.02, "mask_rcnn/accuracy": 0.8916198409904543, "mask_rcnn/false_negative": 0.09292655623702517, "mask_rcnn/false_positive": 0.1321422072864006, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5637568375022965, "total_loss": 1.1534557523409603} {"data_time": 0.013061347497568931, "eta_seconds": 70382.70563906354, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.30708798882681565, "fast_rcnn/fg_cls_accuracy": 0.6537115490882299, "iteration": 145379, "loss_box_reg": 0.2332332613877952, "loss_cls": 0.20836773375049233, "loss_mask": 0.25466504972428083, "loss_rpn_cls": 0.04509900324046612, "loss_rpn_loc": 0.09314577525947243, "loss_sem_seg": 0.2910709953866899, "lr": 0.02, "mask_rcnn/accuracy": 0.9102378783065999, "mask_rcnn/false_negative": 0.08311192384869642, "mask_rcnn/false_positive": 0.09628770953916942, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5594891049986472, "total_loss": 1.155309085675981} {"data_time": 0.011822343003586866, "eta_seconds": 70371.4101582635, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.31639061421670117, "fast_rcnn/fg_cls_accuracy": 0.622979797979798, "iteration": 145399, "loss_box_reg": 0.23676785035058856, "loss_cls": 0.216013269033283, "loss_mask": 0.26222124649211764, "loss_rpn_cls": 0.04534389151376672, "loss_rpn_loc": 0.07547225046437234, "loss_sem_seg": 0.2796232660766691, "lr": 0.02, "mask_rcnn/accuracy": 0.8922212603279596, "mask_rcnn/false_negative": 0.07875730859863606, "mask_rcnn/false_positive": 0.14691266628649885, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.56111295849405, "total_loss": 1.1594903491113655} {"data_time": 0.012076306498784106, "eta_seconds": 70380.25730700165, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.38978668390433097, "fast_rcnn/fg_cls_accuracy": 0.5741758241758241, "iteration": 145419, "loss_box_reg": 0.23897107946686447, "loss_cls": 0.2328006227617152, "loss_mask": 0.25160437915474176, "loss_rpn_cls": 0.04438854652107693, "loss_rpn_loc": 0.07054751089890487, "loss_sem_seg": 0.3440793086774647, "lr": 0.02, "mask_rcnn/accuracy": 0.8974452220355454, "mask_rcnn/false_negative": 0.0975920851955108, "mask_rcnn/false_positive": 0.11173028195167334, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5682969729969045, "total_loss": 1.1738493838638533} {"data_time": 0.012428448499122169, "eta_seconds": 70371.49714493158, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.25661140495133117, "fast_rcnn/fg_cls_accuracy": 0.7015878081863879, "iteration": 145439, "loss_box_reg": 0.22046891739591956, "loss_cls": 0.2024074150249362, "loss_mask": 0.25035532377660275, "loss_rpn_cls": 0.038404531122068875, "loss_rpn_loc": 0.07053537736646831, "loss_sem_seg": 0.29789103008806705, "lr": 0.02, "mask_rcnn/accuracy": 0.9048709944504117, "mask_rcnn/false_negative": 0.09655357547565449, "mask_rcnn/false_positive": 0.09628946125250029, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5604844394983957, "total_loss": 1.1243193409900414} {"data_time": 0.013358960502955597, "eta_seconds": 70399.90823215403, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.29636664718488215, "fast_rcnn/fg_cls_accuracy": 0.643236074270557, "iteration": 145459, "loss_box_reg": 0.23840121366083622, "loss_cls": 0.2191499648615718, "loss_mask": 0.25850275438278913, "loss_rpn_cls": 0.04072193359024823, "loss_rpn_loc": 0.06863418081775308, "loss_sem_seg": 0.3145590624772012, "lr": 0.02, "mask_rcnn/accuracy": 0.8943472534730185, "mask_rcnn/false_negative": 0.09153748663839242, "mask_rcnn/false_positive": 0.13164619316201254, "roi_head/num_bg_samples": 459.75, "roi_head/num_fg_samples": 52.25, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5793669185004546, "total_loss": 1.1282806568196975} {"data_time": 0.012477932505134959, "eta_seconds": 70371.9294969616, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.19905660377358492, "fast_rcnn/fg_cls_accuracy": 0.7890835579514826, "iteration": 145479, "loss_box_reg": 0.2244286818895489, "loss_cls": 0.2110058655962348, "loss_mask": 0.2553524221293628, "loss_rpn_cls": 0.04859544801001903, "loss_rpn_loc": 0.06935944808355998, "loss_sem_seg": 0.3299556905403733, "lr": 0.02, "mask_rcnn/accuracy": 0.9101370861499736, "mask_rcnn/false_negative": 0.07641701083134406, "mask_rcnn/false_positive": 0.09014701774128026, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 234.5, "rpn/num_pos_anchors": 21.5, "time": 0.5577792449985282, "total_loss": 1.1270841685909545} {"data_time": 0.012279520997253712, "eta_seconds": 70371.7973413577, "fast_rcnn/cls_accuracy": 0.912109375, "fast_rcnn/false_negative": 0.3717105263157895, "fast_rcnn/fg_cls_accuracy": 0.5769341623090543, "iteration": 145499, "loss_box_reg": 0.2419567289762199, "loss_cls": 0.19938109070062637, "loss_mask": 0.24749487359076738, "loss_rpn_cls": 0.044495553796878085, "loss_rpn_loc": 0.06662868743296713, "loss_sem_seg": 0.28264169418253005, "lr": 0.02, "mask_rcnn/accuracy": 0.8849066380679631, "mask_rcnn/false_negative": 0.09859449704236518, "mask_rcnn/false_positive": 0.1298059894534078, "roi_head/num_bg_samples": 429.25, "roi_head/num_fg_samples": 82.75, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.5687146855052561, "total_loss": 1.1097329412441468} {"data_time": 0.012159153498942032, "eta_seconds": 70367.46901329086, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.31196500205312866, "fast_rcnn/fg_cls_accuracy": 0.6494883611935636, "iteration": 145519, "loss_box_reg": 0.236423202091828, "loss_cls": 0.20745838130824268, "loss_mask": 0.2606744742952287, "loss_rpn_cls": 0.04541044484358281, "loss_rpn_loc": 0.07192628682241775, "loss_sem_seg": 0.31814949540421367, "lr": 0.02, "mask_rcnn/accuracy": 0.8862541942452656, "mask_rcnn/false_negative": 0.09599565094429169, "mask_rcnn/false_positive": 0.1254816207238781, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.5768806710038916, "total_loss": 1.1899841029226081} {"data_time": 0.012624677503481507, "eta_seconds": 70383.4870727206, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.31736816642477017, "fast_rcnn/fg_cls_accuracy": 0.6312210648148149, "iteration": 145539, "loss_box_reg": 0.22999003808945417, "loss_cls": 0.20834491960704327, "loss_mask": 0.2552264994010329, "loss_rpn_cls": 0.04232387527008541, "loss_rpn_loc": 0.07349718536715955, "loss_sem_seg": 0.3127959417179227, "lr": 0.02, "mask_rcnn/accuracy": 0.8888685672586342, "mask_rcnn/false_negative": 0.09444766805848401, "mask_rcnn/false_positive": 0.12043083318796108, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5683559734970913, "total_loss": 1.1488568305721856} {"data_time": 0.012609667006472591, "eta_seconds": 70419.75123788495, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.35908385093167705, "fast_rcnn/fg_cls_accuracy": 0.6372929606625258, "iteration": 145559, "loss_box_reg": 0.2619737647473812, "loss_cls": 0.24515604134649038, "loss_mask": 0.2700103693641722, "loss_rpn_cls": 0.054704406997188926, "loss_rpn_loc": 0.0878450615418842, "loss_sem_seg": 0.2994336236733943, "lr": 0.02, "mask_rcnn/accuracy": 0.8864567355065471, "mask_rcnn/false_negative": 0.09983725794232294, "mask_rcnn/false_positive": 0.1328968097632371, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 205.75, "rpn/num_pos_anchors": 50.25, "time": 0.5903186600044137, "total_loss": 1.2361515905940905} {"data_time": 0.012281171002541669, "eta_seconds": 70398.2206153158, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3138558614935336, "fast_rcnn/fg_cls_accuracy": 0.6861441385064664, "iteration": 145579, "loss_box_reg": 0.24841912277042866, "loss_cls": 0.23198405466973782, "loss_mask": 0.2581937457434833, "loss_rpn_cls": 0.04477976626367308, "loss_rpn_loc": 0.0802221227058908, "loss_sem_seg": 0.3434196673333645, "lr": 0.02, "mask_rcnn/accuracy": 0.8917786478339289, "mask_rcnn/false_negative": 0.0940514664715897, "mask_rcnn/false_positive": 0.12432224637366099, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5558361565053929, "total_loss": 1.2066093299217755} {"data_time": 0.013374496003962122, "eta_seconds": 70406.39979941552, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.3441035019982388, "fast_rcnn/fg_cls_accuracy": 0.6181318681318682, "iteration": 145599, "loss_box_reg": 0.21477454993873835, "loss_cls": 0.22696853405795991, "loss_mask": 0.2550421394407749, "loss_rpn_cls": 0.040451391716487706, "loss_rpn_loc": 0.0698543994803913, "loss_sem_seg": 0.3158792029134929, "lr": 0.02, "mask_rcnn/accuracy": 0.899888271764402, "mask_rcnn/false_negative": 0.09119843548519181, "mask_rcnn/false_positive": 0.1117096794060218, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5666187330061803, "total_loss": 1.1049694293906214} {"data_time": 0.012722024497634266, "eta_seconds": 70395.08053352547, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.33007877975192756, "fast_rcnn/fg_cls_accuracy": 0.6304276315789474, "iteration": 145619, "loss_box_reg": 0.23835911601781845, "loss_cls": 0.21840739296749234, "loss_mask": 0.25048220716416836, "loss_rpn_cls": 0.03914263189653866, "loss_rpn_loc": 0.07109082606621087, "loss_sem_seg": 0.309759181458503, "lr": 0.02, "mask_rcnn/accuracy": 0.8869060823086998, "mask_rcnn/false_negative": 0.1001107338928729, "mask_rcnn/false_positive": 0.12192791573092937, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5681699560009292, "total_loss": 1.163166922837263} {"data_time": 0.012443066501873545, "eta_seconds": 70382.1220651548, "fast_rcnn/cls_accuracy": 0.90869140625, "fast_rcnn/false_negative": 0.36990245437381997, "fast_rcnn/fg_cls_accuracy": 0.5537636468109558, "iteration": 145639, "loss_box_reg": 0.23197741713374853, "loss_cls": 0.2131524640135467, "loss_mask": 0.2600193666294217, "loss_rpn_cls": 0.03903997475572396, "loss_rpn_loc": 0.07318055170617299, "loss_sem_seg": 0.280774446669966, "lr": 0.02, "mask_rcnn/accuracy": 0.8922941861929956, "mask_rcnn/false_negative": 0.10345321023399273, "mask_rcnn/false_positive": 0.12148092190015622, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5690041734997067, "total_loss": 1.1240951230283827} {"data_time": 0.01160617200366687, "eta_seconds": 70346.41071663315, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.299931129476584, "fast_rcnn/fg_cls_accuracy": 0.6599548112706007, "iteration": 145659, "loss_box_reg": 0.21309042954817414, "loss_cls": 0.2069783410988748, "loss_mask": 0.24440050963312387, "loss_rpn_cls": 0.0378367030134541, "loss_rpn_loc": 0.07544513139873743, "loss_sem_seg": 0.30787751483148895, "lr": 0.02, "mask_rcnn/accuracy": 0.9045479019834322, "mask_rcnn/false_negative": 0.09691692192959003, "mask_rcnn/false_positive": 0.09792444956922534, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.5489740370030631, "total_loss": 1.0861246262174973} {"data_time": 0.012763180006004404, "eta_seconds": 70341.63995721523, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.35185185185185186, "fast_rcnn/fg_cls_accuracy": 0.6285223367697594, "iteration": 145679, "loss_box_reg": 0.24155382451135665, "loss_cls": 0.21250553452409804, "loss_mask": 0.25957314390689135, "loss_rpn_cls": 0.04315364040667191, "loss_rpn_loc": 0.07484609828679822, "loss_sem_seg": 0.3373183645308018, "lr": 0.02, "mask_rcnn/accuracy": 0.9001966974357491, "mask_rcnn/false_negative": 0.08983879847206258, "mask_rcnn/false_positive": 0.11883054546352101, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5727584790001856, "total_loss": 1.163624013424851} {"data_time": 0.012238766001246404, "eta_seconds": 70348.16505834472, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.3243295019157088, "fast_rcnn/fg_cls_accuracy": 0.6547691066747328, "iteration": 145699, "loss_box_reg": 0.24066575383767486, "loss_cls": 0.21692939708009362, "loss_mask": 0.2666974077001214, "loss_rpn_cls": 0.04294345196103677, "loss_rpn_loc": 0.06767063165898435, "loss_sem_seg": 0.33054134249687195, "lr": 0.02, "mask_rcnn/accuracy": 0.8782351329505707, "mask_rcnn/false_negative": 0.1058356405284584, "mask_rcnn/false_positive": 0.13493096701431578, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 0.5767420549964299, "total_loss": 1.1776345986872911} {"data_time": 0.012579401998664252, "eta_seconds": 70319.007693975, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.34889137870031844, "fast_rcnn/fg_cls_accuracy": 0.527040942417003, "iteration": 145719, "loss_box_reg": 0.24917407450266182, "loss_cls": 0.22337506618350744, "loss_mask": 0.2746896082535386, "loss_rpn_cls": 0.0466712600318715, "loss_rpn_loc": 0.08039263141108677, "loss_sem_seg": 0.3398775150999427, "lr": 0.02, "mask_rcnn/accuracy": 0.8843881531744113, "mask_rcnn/false_negative": 0.09469004388205676, "mask_rcnn/false_positive": 0.1463036589051404, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5580392850024509, "total_loss": 1.234311141713988} {"data_time": 0.012001073497231118, "eta_seconds": 70301.15040139256, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.34733690513709425, "fast_rcnn/fg_cls_accuracy": 0.6035714285714285, "iteration": 145739, "loss_box_reg": 0.22726053092628717, "loss_cls": 0.22157326876185834, "loss_mask": 0.2648780201561749, "loss_rpn_cls": 0.0442491639405489, "loss_rpn_loc": 0.08518887992249802, "loss_sem_seg": 0.35821535252034664, "lr": 0.02, "mask_rcnn/accuracy": 0.9053615541139193, "mask_rcnn/false_negative": 0.08195119078768273, "mask_rcnn/false_positive": 0.1278292331639489, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5656081990091479, "total_loss": 1.176158360671252} {"data_time": 0.012474704992200714, "eta_seconds": 70268.45692487048, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.4253205128205128, "fast_rcnn/fg_cls_accuracy": 0.5186266874350987, "iteration": 145759, "loss_box_reg": 0.2147535695694387, "loss_cls": 0.21474031824618578, "loss_mask": 0.2596088591963053, "loss_rpn_cls": 0.04664262224105187, "loss_rpn_loc": 0.06131394248222932, "loss_sem_seg": 0.33463596971705556, "lr": 0.02, "mask_rcnn/accuracy": 0.8837094054319663, "mask_rcnn/false_negative": 0.1097190912415263, "mask_rcnn/false_positive": 0.1056558264577001, "roi_head/num_bg_samples": 459.0, "roi_head/num_fg_samples": 53.0, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5590033699991181, "total_loss": 1.1568274494202342} {"data_time": 0.012620398003491573, "eta_seconds": 70268.15344155276, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.4067682926829268, "fast_rcnn/fg_cls_accuracy": 0.5792298578199052, "iteration": 145779, "loss_box_reg": 0.25359494611620903, "loss_cls": 0.23262017988599837, "loss_mask": 0.2694557989016175, "loss_rpn_cls": 0.057990388755570166, "loss_rpn_loc": 0.08454710734076798, "loss_sem_seg": 0.35052458150312304, "lr": 0.02, "mask_rcnn/accuracy": 0.8699785930777887, "mask_rcnn/false_negative": 0.12123254857980928, "mask_rcnn/false_positive": 0.14401662160383405, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5523676399971009, "total_loss": 1.229442959636799} {"data_time": 0.013570027498644777, "eta_seconds": 70245.8336501303, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.39419061655612875, "fast_rcnn/fg_cls_accuracy": 0.5683229813664596, "iteration": 145799, "loss_box_reg": 0.21155921975150704, "loss_cls": 0.22394705517217517, "loss_mask": 0.2660445226356387, "loss_rpn_cls": 0.04344004770973697, "loss_rpn_loc": 0.07834881101734936, "loss_sem_seg": 0.34623900009319186, "lr": 0.02, "mask_rcnn/accuracy": 0.8778086002612966, "mask_rcnn/false_negative": 0.09219049998228526, "mask_rcnn/false_positive": 0.14847909397750983, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5664920095005073, "total_loss": 1.2628537637065165} {"data_time": 0.012976273996173404, "eta_seconds": 70210.16757319764, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.3602867705835332, "fast_rcnn/fg_cls_accuracy": 0.5672520590837928, "iteration": 145819, "loss_box_reg": 0.2457249436993152, "loss_cls": 0.22804286796599627, "loss_mask": 0.2744582025334239, "loss_rpn_cls": 0.05179622791183647, "loss_rpn_loc": 0.09100978949572891, "loss_sem_seg": 0.32303491327911615, "lr": 0.02, "mask_rcnn/accuracy": 0.8879388569626796, "mask_rcnn/false_negative": 0.11594092385211895, "mask_rcnn/false_positive": 0.11624815017557975, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5684052704964415, "total_loss": 1.2603588323108852} {"data_time": 0.011772603000281379, "eta_seconds": 70251.11090425431, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.27001808084721685, "fast_rcnn/fg_cls_accuracy": 0.7044334975369457, "iteration": 145839, "loss_box_reg": 0.23114226595498621, "loss_cls": 0.20743556111119688, "loss_mask": 0.24958589859306812, "loss_rpn_cls": 0.04952111543389037, "loss_rpn_loc": 0.08006513540749438, "loss_sem_seg": 0.360090846195817, "lr": 0.02, "mask_rcnn/accuracy": 0.8963317398931981, "mask_rcnn/false_negative": 0.09115317181339122, "mask_rcnn/false_positive": 0.11660022397407308, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5729036525008269, "total_loss": 1.2198539063392673} {"data_time": 0.012624310002138373, "eta_seconds": 70247.67623619107, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.3281904983698184, "fast_rcnn/fg_cls_accuracy": 0.6282051282051282, "iteration": 145859, "loss_box_reg": 0.2226467216387391, "loss_cls": 0.222620764747262, "loss_mask": 0.26154336240142584, "loss_rpn_cls": 0.045329401473281905, "loss_rpn_loc": 0.07661417728013475, "loss_sem_seg": 0.33502713218331337, "lr": 0.02, "mask_rcnn/accuracy": 0.8953932120123317, "mask_rcnn/false_negative": 0.09444714183713346, "mask_rcnn/false_positive": 0.11205757935665348, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5547426249977434, "total_loss": 1.1972847265424207} {"data_time": 0.01191989549988648, "eta_seconds": 70260.06371053845, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.3915264423076923, "fast_rcnn/fg_cls_accuracy": 0.5731351981351982, "iteration": 145879, "loss_box_reg": 0.23313955188496038, "loss_cls": 0.20381781947799027, "loss_mask": 0.2510560913942754, "loss_rpn_cls": 0.04091992846952053, "loss_rpn_loc": 0.08114835492597194, "loss_sem_seg": 0.28381777461618185, "lr": 0.02, "mask_rcnn/accuracy": 0.8870495884949563, "mask_rcnn/false_negative": 0.09945688880369441, "mask_rcnn/false_positive": 0.12609079353403246, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5694868939972366, "total_loss": 1.091476547619095} {"data_time": 0.012365086004137993, "eta_seconds": 70265.98043026509, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.41662474849094566, "fast_rcnn/fg_cls_accuracy": 0.5342805005213764, "iteration": 145899, "loss_box_reg": 0.23682644695509225, "loss_cls": 0.21347202407196164, "loss_mask": 0.2596025373786688, "loss_rpn_cls": 0.05104049906367436, "loss_rpn_loc": 0.07268747256603092, "loss_sem_seg": 0.32229601591825485, "lr": 0.02, "mask_rcnn/accuracy": 0.8836797768557972, "mask_rcnn/false_negative": 0.10421445907439167, "mask_rcnn/false_positive": 0.1242072375914766, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5763532700002543, "total_loss": 1.1838597843161551} {"data_time": 0.012398727500112727, "eta_seconds": 70246.30019563745, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.30922645246478875, "fast_rcnn/fg_cls_accuracy": 0.6753008895866038, "iteration": 145919, "loss_box_reg": 0.2158136493526399, "loss_cls": 0.17833943176083267, "loss_mask": 0.25156122352927923, "loss_rpn_cls": 0.05306012030632701, "loss_rpn_loc": 0.07653816216043197, "loss_sem_seg": 0.3167295828461647, "lr": 0.02, "mask_rcnn/accuracy": 0.8951782344639487, "mask_rcnn/false_negative": 0.08909674016147326, "mask_rcnn/false_positive": 0.10236190246961485, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5638372535031522, "total_loss": 1.1443832851509796} {"data_time": 0.012672914497670718, "eta_seconds": 70225.69939256975, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.3214210304054054, "fast_rcnn/fg_cls_accuracy": 0.6323692375886525, "iteration": 145939, "loss_box_reg": 0.2526249191723764, "loss_cls": 0.23105440521612763, "loss_mask": 0.26262868428602815, "loss_rpn_cls": 0.05255571528687142, "loss_rpn_loc": 0.09653547388734296, "loss_sem_seg": 0.30652010859921575, "lr": 0.02, "mask_rcnn/accuracy": 0.8975679972693302, "mask_rcnn/false_negative": 0.08805684926120266, "mask_rcnn/false_positive": 0.12910577008263913, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.5692493349997676, "total_loss": 1.1832203244266566} {"data_time": 0.013163144001737237, "eta_seconds": 70214.37823613983, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.32386537480877103, "fast_rcnn/fg_cls_accuracy": 0.6396825396825396, "iteration": 145959, "loss_box_reg": 0.25111510790884495, "loss_cls": 0.23058615811169147, "loss_mask": 0.260035602375865, "loss_rpn_cls": 0.037542765465332195, "loss_rpn_loc": 0.07095619710162282, "loss_sem_seg": 0.29784464417025447, "lr": 0.02, "mask_rcnn/accuracy": 0.9057169183989588, "mask_rcnn/false_negative": 0.09715581018321012, "mask_rcnn/false_positive": 0.11551770532481807, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5701158344963915, "total_loss": 1.1423959716339596} {"data_time": 0.012338838503637817, "eta_seconds": 70229.59360594345, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.3448202959830867, "fast_rcnn/fg_cls_accuracy": 0.5975290697674418, "iteration": 145979, "loss_box_reg": 0.25680936966091394, "loss_cls": 0.23544396366924047, "loss_mask": 0.2600026251748204, "loss_rpn_cls": 0.03980434394907206, "loss_rpn_loc": 0.07936959670041688, "loss_sem_seg": 0.3623156435787678, "lr": 0.02, "mask_rcnn/accuracy": 0.8909593570437884, "mask_rcnn/false_negative": 0.0923963740933346, "mask_rcnn/false_positive": 0.10991912225221057, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5803014279954368, "total_loss": 1.211622734030243} {"data_time": 0.011730527003237512, "eta_seconds": 70209.36043491431, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.3084761463640574, "fast_rcnn/fg_cls_accuracy": 0.6180555555555556, "iteration": 145999, "loss_box_reg": 0.2283567925915122, "loss_cls": 0.20680891396477818, "loss_mask": 0.2526647048071027, "loss_rpn_cls": 0.04427877580747008, "loss_rpn_loc": 0.07886746592703275, "loss_sem_seg": 0.3117317066062242, "lr": 0.02, "mask_rcnn/accuracy": 0.8990816498490195, "mask_rcnn/false_negative": 0.07217059299038564, "mask_rcnn/false_positive": 0.13298173202461827, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5603473494993523, "total_loss": 1.1234355680062436} {"data_time": 0.012765472492901608, "eta_seconds": 70206.94273436333, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.3804817541613316, "fast_rcnn/fg_cls_accuracy": 0.6014423076923077, "iteration": 146019, "loss_box_reg": 0.21523656509816647, "loss_cls": 0.2119698617607355, "loss_mask": 0.2527729170396924, "loss_rpn_cls": 0.04514345986535773, "loss_rpn_loc": 0.07739305024733767, "loss_sem_seg": 0.3382502538152039, "lr": 0.02, "mask_rcnn/accuracy": 0.887655998389694, "mask_rcnn/false_negative": 0.09084528657846988, "mask_rcnn/false_positive": 0.13030377777809207, "roi_head/num_bg_samples": 469.0, "roi_head/num_fg_samples": 43.0, "rpn/num_neg_anchors": 234.75, "rpn/num_pos_anchors": 21.25, "time": 0.5573615190005512, "total_loss": 1.1360966696520336} {"data_time": 0.012595259002409875, "eta_seconds": 70209.22028196896, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.3307589626239512, "fast_rcnn/fg_cls_accuracy": 0.6478260869565218, "iteration": 146039, "loss_box_reg": 0.24756922503001988, "loss_cls": 0.21079050097614527, "loss_mask": 0.25971746910363436, "loss_rpn_cls": 0.04837846796726808, "loss_rpn_loc": 0.08505814804811962, "loss_sem_seg": 0.32809867057949305, "lr": 0.02, "mask_rcnn/accuracy": 0.8838725779827892, "mask_rcnn/false_negative": 0.08994741486911612, "mask_rcnn/false_positive": 0.1263848696378197, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.5698555304988986, "total_loss": 1.2030821039807051} {"data_time": 0.011755347004509531, "eta_seconds": 70190.81896711909, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3308457711442786, "fast_rcnn/fg_cls_accuracy": 0.6616915422885572, "iteration": 146059, "loss_box_reg": 0.23245220119133592, "loss_cls": 0.19684493192471564, "loss_mask": 0.24896159674972296, "loss_rpn_cls": 0.042223532916978, "loss_rpn_loc": 0.07107878872193396, "loss_sem_seg": 0.3361358082620427, "lr": 0.02, "mask_rcnn/accuracy": 0.8857023278061225, "mask_rcnn/false_negative": 0.09306500099396417, "mask_rcnn/false_positive": 0.12575053236775732, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5725907224987168, "total_loss": 1.1269288247567602} {"data_time": 0.012522946497483645, "eta_seconds": 70186.56502094913, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.2893442622950819, "fast_rcnn/fg_cls_accuracy": 0.7106557377049181, "iteration": 146079, "loss_box_reg": 0.2342564146965742, "loss_cls": 0.21090703271329403, "loss_mask": 0.2530703190714121, "loss_rpn_cls": 0.05017122680146713, "loss_rpn_loc": 0.07959205418592319, "loss_sem_seg": 0.33518616622313857, "lr": 0.02, "mask_rcnn/accuracy": 0.8938325799832891, "mask_rcnn/false_negative": 0.09508922901165266, "mask_rcnn/false_positive": 0.10666296367949243, "roi_head/num_bg_samples": 459.0, "roi_head/num_fg_samples": 53.0, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5712174480067915, "total_loss": 1.175494006369263} {"data_time": 0.011818142505944706, "eta_seconds": 70161.6409912031, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.3136601063333644, "fast_rcnn/fg_cls_accuracy": 0.6375083111702128, "iteration": 146099, "loss_box_reg": 0.2105106203816831, "loss_cls": 0.1940958211198449, "loss_mask": 0.24705524533055723, "loss_rpn_cls": 0.041500861407257617, "loss_rpn_loc": 0.07710270234383643, "loss_sem_seg": 0.3231266331858933, "lr": 0.02, "mask_rcnn/accuracy": 0.9102336357078042, "mask_rcnn/false_negative": 0.07625986669604498, "mask_rcnn/false_positive": 0.11037666524790896, "roi_head/num_bg_samples": 456.5, "roi_head/num_fg_samples": 55.5, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5632143620023271, "total_loss": 1.1306860833210521} {"data_time": 0.012799717005691491, "eta_seconds": 70156.83949996918, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.3227124457746242, "fast_rcnn/fg_cls_accuracy": 0.5739172907847607, "iteration": 146119, "loss_box_reg": 0.22646334022283554, "loss_cls": 0.2153082126751542, "loss_mask": 0.24780348222702742, "loss_rpn_cls": 0.04171830366249196, "loss_rpn_loc": 0.08351387684524525, "loss_sem_seg": 0.3270436907187104, "lr": 0.02, "mask_rcnn/accuracy": 0.8977081535743767, "mask_rcnn/false_negative": 0.09870192346013569, "mask_rcnn/false_positive": 0.10511612365063615, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.5621480745030567, "total_loss": 1.126154598001449} {"data_time": 0.012857353496656287, "eta_seconds": 70181.9628888785, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.37679700977573316, "fast_rcnn/fg_cls_accuracy": 0.5689764492753623, "iteration": 146139, "loss_box_reg": 0.21567174512892962, "loss_cls": 0.21058633388020098, "loss_mask": 0.24694247357547283, "loss_rpn_cls": 0.04699212120613083, "loss_rpn_loc": 0.08296761503152084, "loss_sem_seg": 0.3391565359197557, "lr": 0.02, "mask_rcnn/accuracy": 0.8726289066351178, "mask_rcnn/false_negative": 0.09913023436858297, "mask_rcnn/false_positive": 0.14177403369447233, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.5693055439987802, "total_loss": 1.1374148431277717} {"data_time": 0.01164778950624168, "eta_seconds": 70148.82489903606, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.40642690642690643, "fast_rcnn/fg_cls_accuracy": 0.5726495726495726, "iteration": 146159, "loss_box_reg": 0.23389882873743773, "loss_cls": 0.2070474741049111, "loss_mask": 0.25333587639033794, "loss_rpn_cls": 0.04484215841512196, "loss_rpn_loc": 0.08123997802613303, "loss_sem_seg": 0.3470530363265425, "lr": 0.02, "mask_rcnn/accuracy": 0.8840602703248989, "mask_rcnn/false_negative": 0.10452931739522947, "mask_rcnn/false_positive": 0.11497974373193603, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 235.75, "rpn/num_pos_anchors": 20.25, "time": 0.5639277669906733, "total_loss": 1.1324127947009401} {"data_time": 0.012210864508233499, "eta_seconds": 70148.13982391675, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.3236607142857143, "fast_rcnn/fg_cls_accuracy": 0.6640625, "iteration": 146179, "loss_box_reg": 0.23364383075386286, "loss_cls": 0.21644897293299437, "loss_mask": 0.2557595558464527, "loss_rpn_cls": 0.04647121552261524, "loss_rpn_loc": 0.07686321728397161, "loss_sem_seg": 0.32555916206911206, "lr": 0.02, "mask_rcnn/accuracy": 0.898778367397677, "mask_rcnn/false_negative": 0.09100125629054816, "mask_rcnn/false_positive": 0.10868350906278323, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.560588510496018, "total_loss": 1.1932741759519558} {"data_time": 0.01210242899833247, "eta_seconds": 70158.99383279323, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.32049486461251164, "fast_rcnn/fg_cls_accuracy": 0.6063883299798792, "iteration": 146199, "loss_box_reg": 0.2354454374872148, "loss_cls": 0.21693688840605319, "loss_mask": 0.26237886771559715, "loss_rpn_cls": 0.04068594556883909, "loss_rpn_loc": 0.06957117456477135, "loss_sem_seg": 0.34911158168688416, "lr": 0.02, "mask_rcnn/accuracy": 0.8900851054707597, "mask_rcnn/false_negative": 0.0965990896155571, "mask_rcnn/false_positive": 0.10801317095267056, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5655554114928236, "total_loss": 1.1531456816446735} {"data_time": 0.012678974992013536, "eta_seconds": 70167.889515049, "fast_rcnn/cls_accuracy": 0.9111328125, "fast_rcnn/false_negative": 0.40885780885780887, "fast_rcnn/fg_cls_accuracy": 0.558098223615465, "iteration": 146219, "loss_box_reg": 0.2346920045092702, "loss_cls": 0.2277848303783685, "loss_mask": 0.2574554067105055, "loss_rpn_cls": 0.048895534840994515, "loss_rpn_loc": 0.08457149507012218, "loss_sem_seg": 0.33275772584602237, "lr": 0.02, "mask_rcnn/accuracy": 0.8866359200293685, "mask_rcnn/false_negative": 0.10085427769130062, "mask_rcnn/false_positive": 0.12097530130673033, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5560479124978883, "total_loss": 1.1832811322092311} {"data_time": 0.01131702700513415, "eta_seconds": 70104.45031778672, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.30633116883116884, "fast_rcnn/fg_cls_accuracy": 0.6256027727546715, "iteration": 146239, "loss_box_reg": 0.24070299975574017, "loss_cls": 0.22742654010653496, "loss_mask": 0.27548297494649887, "loss_rpn_cls": 0.04173165833344683, "loss_rpn_loc": 0.08216291072312742, "loss_sem_seg": 0.33032410219311714, "lr": 0.02, "mask_rcnn/accuracy": 0.8740180841754177, "mask_rcnn/false_negative": 0.11298531460916134, "mask_rcnn/false_positive": 0.14482195441482754, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.562684040502063, "total_loss": 1.2210053158341907} {"data_time": 0.012658428495342378, "eta_seconds": 70091.8196192513, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.29690522243713735, "fast_rcnn/fg_cls_accuracy": 0.6737588652482269, "iteration": 146259, "loss_box_reg": 0.22178448224440217, "loss_cls": 0.20532004931010306, "loss_mask": 0.26224651001393795, "loss_rpn_cls": 0.043752724515798036, "loss_rpn_loc": 0.07732039934489876, "loss_sem_seg": 0.3292792849242687, "lr": 0.02, "mask_rcnn/accuracy": 0.9023436796386692, "mask_rcnn/false_negative": 0.0852975280945221, "mask_rcnn/false_positive": 0.11176867962221367, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5579952340049203, "total_loss": 1.1196444783126935} {"data_time": 0.012983485998120159, "eta_seconds": 70050.50487642424, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.3181318681318681, "fast_rcnn/fg_cls_accuracy": 0.6429503617547394, "iteration": 146279, "loss_box_reg": 0.24115497339516878, "loss_cls": 0.22234352305531502, "loss_mask": 0.25972931925207376, "loss_rpn_cls": 0.044754148344509304, "loss_rpn_loc": 0.08570241980487481, "loss_sem_seg": 0.36928326077759266, "lr": 0.02, "mask_rcnn/accuracy": 0.8814101529275378, "mask_rcnn/false_negative": 0.09566104546115123, "mask_rcnn/false_positive": 0.12586823089188093, "roi_head/num_bg_samples": 428.75, "roi_head/num_fg_samples": 83.25, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.559889372503676, "total_loss": 1.2380059479619376} {"data_time": 0.011171110505529214, "eta_seconds": 70021.26964206027, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.34039030576299845, "fast_rcnn/fg_cls_accuracy": 0.6326956095168016, "iteration": 146299, "loss_box_reg": 0.2299656723625958, "loss_cls": 0.20859986869618297, "loss_mask": 0.24908685078844428, "loss_rpn_cls": 0.044876029634906445, "loss_rpn_loc": 0.07585268112597987, "loss_sem_seg": 0.315301853697747, "lr": 0.02, "mask_rcnn/accuracy": 0.8913645245332176, "mask_rcnn/false_negative": 0.08476445642214486, "mask_rcnn/false_positive": 0.11519382484571958, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5634182915018755, "total_loss": 1.121433008069289} {"data_time": 0.01188087400078075, "eta_seconds": 70014.7689952419, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.33921513269339354, "fast_rcnn/fg_cls_accuracy": 0.61717679305619, "iteration": 146319, "loss_box_reg": 0.24351968336850405, "loss_cls": 0.23045015567913651, "loss_mask": 0.25188647396862507, "loss_rpn_cls": 0.04685108072590083, "loss_rpn_loc": 0.07800185290398076, "loss_sem_seg": 0.30880458978936076, "lr": 0.02, "mask_rcnn/accuracy": 0.8799267766421854, "mask_rcnn/false_negative": 0.10397725947818967, "mask_rcnn/false_positive": 0.14810565222311214, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5626078679924831, "total_loss": 1.2021306847746018} {"data_time": 0.012579536502016708, "eta_seconds": 69956.86703362012, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.39230769230769236, "fast_rcnn/fg_cls_accuracy": 0.5760156249999999, "iteration": 146339, "loss_box_reg": 0.19899288984015584, "loss_cls": 0.19985611853189766, "loss_mask": 0.26212348975241184, "loss_rpn_cls": 0.039006410050205886, "loss_rpn_loc": 0.07145050005055964, "loss_sem_seg": 0.30949446000158787, "lr": 0.02, "mask_rcnn/accuracy": 0.8674382716049382, "mask_rcnn/false_negative": 0.10472089913762408, "mask_rcnn/false_positive": 0.12764176972119456, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.5596536770099192, "total_loss": 1.1109761336410884} {"data_time": 0.012449332491087262, "eta_seconds": 69951.30841065312, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.4376095118898623, "fast_rcnn/fg_cls_accuracy": 0.48084693084693086, "iteration": 146359, "loss_box_reg": 0.23766241874545813, "loss_cls": 0.1997320142108947, "loss_mask": 0.2521269880235195, "loss_rpn_cls": 0.044033170386683196, "loss_rpn_loc": 0.07604339640238322, "loss_sem_seg": 0.31614137906581163, "lr": 0.02, "mask_rcnn/accuracy": 0.8899283925052968, "mask_rcnn/false_negative": 0.09978209863283657, "mask_rcnn/false_positive": 0.13051763163021649, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5628107134980382, "total_loss": 1.19000540667912} {"data_time": 0.012389914998493623, "eta_seconds": 69975.98543602019, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.31191181433017134, "fast_rcnn/fg_cls_accuracy": 0.5927703678531986, "iteration": 146379, "loss_box_reg": 0.25087255891412497, "loss_cls": 0.22075044293887913, "loss_mask": 0.2562381811439991, "loss_rpn_cls": 0.03762992046540603, "loss_rpn_loc": 0.07589978189207613, "loss_sem_seg": 0.30826419964432716, "lr": 0.02, "mask_rcnn/accuracy": 0.8877802343929826, "mask_rcnn/false_negative": 0.08264628064683374, "mask_rcnn/false_positive": 0.13624950053246404, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5690305340103805, "total_loss": 1.1908380192471668} {"data_time": 0.011875956995936576, "eta_seconds": 70008.34732498278, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.2723701298701299, "fast_rcnn/fg_cls_accuracy": 0.7210714285714286, "iteration": 146399, "loss_box_reg": 0.23062752978876233, "loss_cls": 0.2091819467023015, "loss_mask": 0.2554450402967632, "loss_rpn_cls": 0.040041144005954266, "loss_rpn_loc": 0.07586135738529265, "loss_sem_seg": 0.3007455284241587, "lr": 0.02, "mask_rcnn/accuracy": 0.8946784319734008, "mask_rcnn/false_negative": 0.10058602825417118, "mask_rcnn/false_positive": 0.09287854117017719, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5807448245031992, "total_loss": 1.131910244061146} {"data_time": 0.012873070503701456, "eta_seconds": 69980.11480867444, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.3399161864850707, "fast_rcnn/fg_cls_accuracy": 0.6406858202038925, "iteration": 146419, "loss_box_reg": 0.22601715801283717, "loss_cls": 0.20970388874411583, "loss_mask": 0.24819046771153808, "loss_rpn_cls": 0.04388830541574862, "loss_rpn_loc": 0.0723087593796663, "loss_sem_seg": 0.3384570889174938, "lr": 0.02, "mask_rcnn/accuracy": 0.8941051029786915, "mask_rcnn/false_negative": 0.07415489307162634, "mask_rcnn/false_positive": 0.1390394546979694, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5560559784935322, "total_loss": 1.1993718687735964} {"data_time": 0.012985783992917277, "eta_seconds": 69978.63908860214, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.30391570269910917, "fast_rcnn/fg_cls_accuracy": 0.625335345405768, "iteration": 146439, "loss_box_reg": 0.23451783263590187, "loss_cls": 0.21686058421619236, "loss_mask": 0.2553776949644089, "loss_rpn_cls": 0.04156387873808853, "loss_rpn_loc": 0.07474600814748555, "loss_sem_seg": 0.3356870706193149, "lr": 0.02, "mask_rcnn/accuracy": 0.9015827922077922, "mask_rcnn/false_negative": 0.07992020447947405, "mask_rcnn/false_positive": 0.12636924749637468, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5656922109919833, "total_loss": 1.1954714648309164} {"data_time": 0.012356389503111131, "eta_seconds": 69943.51694092943, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.31457641196013286, "fast_rcnn/fg_cls_accuracy": 0.6620823987722819, "iteration": 146459, "loss_box_reg": 0.2331870187772438, "loss_cls": 0.21263159718364477, "loss_mask": 0.25380786042660475, "loss_rpn_cls": 0.04092442776891403, "loss_rpn_loc": 0.07455878483597189, "loss_sem_seg": 0.3812432293780148, "lr": 0.02, "mask_rcnn/accuracy": 0.9090693528964381, "mask_rcnn/false_negative": 0.0692622320809435, "mask_rcnn/false_positive": 0.1402750396596132, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5743699074955657, "total_loss": 1.168786792724859} {"data_time": 0.012229351501446217, "eta_seconds": 69968.50225598802, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.26276455026455026, "fast_rcnn/fg_cls_accuracy": 0.6970437839565357, "iteration": 146479, "loss_box_reg": 0.228229028172791, "loss_cls": 0.21605749055743217, "loss_mask": 0.2656108383089304, "loss_rpn_cls": 0.04342896933667362, "loss_rpn_loc": 0.07173391454853117, "loss_sem_seg": 0.3765638805925846, "lr": 0.02, "mask_rcnn/accuracy": 0.87995241091403, "mask_rcnn/false_negative": 0.08802886052600181, "mask_rcnn/false_positive": 0.1443752048914413, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5775583394934074, "total_loss": 1.1939358838135377} {"data_time": 0.013047373002336826, "eta_seconds": 69957.17325083812, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.3214285714285714, "fast_rcnn/fg_cls_accuracy": 0.6138245033112583, "iteration": 146499, "loss_box_reg": 0.21276250295341015, "loss_cls": 0.20444568019593135, "loss_mask": 0.2620927784591913, "loss_rpn_cls": 0.04316775017650798, "loss_rpn_loc": 0.07638043726910837, "loss_sem_seg": 0.3515408174134791, "lr": 0.02, "mask_rcnn/accuracy": 0.8983832046332046, "mask_rcnn/false_negative": 0.09785566441080573, "mask_rcnn/false_positive": 0.11188176216413365, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 234.75, "rpn/num_pos_anchors": 21.25, "time": 0.5624666330040782, "total_loss": 1.1853016717650462} {"data_time": 0.012654251004278194, "eta_seconds": 69923.48788802428, "fast_rcnn/cls_accuracy": 0.90576171875, "fast_rcnn/false_negative": 0.33418918918918916, "fast_rcnn/fg_cls_accuracy": 0.6521428571428571, "iteration": 146519, "loss_box_reg": 0.2366832522675395, "loss_cls": 0.21252231462858617, "loss_mask": 0.2512364205904305, "loss_rpn_cls": 0.03858806740026921, "loss_rpn_loc": 0.06572393799433485, "loss_sem_seg": 0.29743799520656466, "lr": 0.02, "mask_rcnn/accuracy": 0.8838552295918367, "mask_rcnn/false_negative": 0.09249745563148959, "mask_rcnn/false_positive": 0.12513394115691467, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 207.5, "rpn/num_pos_anchors": 48.5, "time": 0.5528849920083303, "total_loss": 1.119079924421385} {"data_time": 0.012853699990955647, "eta_seconds": 69898.22443596934, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.32814721037668804, "fast_rcnn/fg_cls_accuracy": 0.6366003938258273, "iteration": 146539, "loss_box_reg": 0.2348749698139727, "loss_cls": 0.2192726470530033, "loss_mask": 0.24509070627391338, "loss_rpn_cls": 0.048961104068439454, "loss_rpn_loc": 0.07777994027128443, "loss_sem_seg": 0.28986989380791783, "lr": 0.02, "mask_rcnn/accuracy": 0.9019654325546008, "mask_rcnn/false_negative": 0.07111962413975387, "mask_rcnn/false_positive": 0.12491578005695948, "roi_head/num_bg_samples": 429.75, "roi_head/num_fg_samples": 82.25, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5653367409977363, "total_loss": 1.1243139619764406} {"data_time": 0.012185781000880525, "eta_seconds": 69815.42353966144, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.34108527131782945, "fast_rcnn/fg_cls_accuracy": 0.5839342948717949, "iteration": 146559, "loss_box_reg": 0.24083558877464384, "loss_cls": 0.2303923104191199, "loss_mask": 0.24769990425556898, "loss_rpn_cls": 0.04292452154913917, "loss_rpn_loc": 0.08332375419558957, "loss_sem_seg": 0.2789252819493413, "lr": 0.02, "mask_rcnn/accuracy": 0.8857599598386887, "mask_rcnn/false_negative": 0.08650734038457829, "mask_rcnn/false_positive": 0.1271698250210292, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5656933530044626, "total_loss": 1.142074186296668} {"data_time": 0.012003226001979783, "eta_seconds": 69834.32391159979, "fast_rcnn/cls_accuracy": 0.95849609375, "fast_rcnn/false_negative": 0.21502824858757064, "fast_rcnn/fg_cls_accuracy": 0.7490598290598292, "iteration": 146579, "loss_box_reg": 0.23489375319331884, "loss_cls": 0.22185708093456924, "loss_mask": 0.25771752558648586, "loss_rpn_cls": 0.039218754798639566, "loss_rpn_loc": 0.07447060284903273, "loss_sem_seg": 0.2928227079100907, "lr": 0.02, "mask_rcnn/accuracy": 0.898487049895146, "mask_rcnn/false_negative": 0.1059606911799805, "mask_rcnn/false_positive": 0.10972840293299321, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 238.75, "rpn/num_pos_anchors": 17.25, "time": 0.5653955010056961, "total_loss": 1.1452289180015214} {"data_time": 0.012735960503050592, "eta_seconds": 69832.1225479373, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.32218697682615205, "fast_rcnn/fg_cls_accuracy": 0.5982519590114527, "iteration": 146599, "loss_box_reg": 0.23147863615304232, "loss_cls": 0.20391780883073807, "loss_mask": 0.24879626836627722, "loss_rpn_cls": 0.051430740975774825, "loss_rpn_loc": 0.0758195910602808, "loss_sem_seg": 0.3344797124154866, "lr": 0.02, "mask_rcnn/accuracy": 0.8850558156501237, "mask_rcnn/false_negative": 0.09324642704998552, "mask_rcnn/false_positive": 0.12499003661914657, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5768504355000914, "total_loss": 1.1386992737825494} {"data_time": 0.01236141799017787, "eta_seconds": 69800.9850750741, "fast_rcnn/cls_accuracy": 0.90283203125, "fast_rcnn/false_negative": 0.4453022068511199, "fast_rcnn/fg_cls_accuracy": 0.5289873417721519, "iteration": 146619, "loss_box_reg": 0.2495948518626392, "loss_cls": 0.23158061457797885, "loss_mask": 0.2572258629370481, "loss_rpn_cls": 0.042910740652587265, "loss_rpn_loc": 0.06917332066223025, "loss_sem_seg": 0.3054117038846016, "lr": 0.02, "mask_rcnn/accuracy": 0.8909764426603974, "mask_rcnn/false_negative": 0.09227413998688527, "mask_rcnn/false_positive": 0.1161142104959019, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5642512964914204, "total_loss": 1.1497633172548376} {"data_time": 0.011822365500847809, "eta_seconds": 69789.67036939412, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.39082795668362563, "fast_rcnn/fg_cls_accuracy": 0.5649215205715179, "iteration": 146639, "loss_box_reg": 0.23562334547750652, "loss_cls": 0.22550579253584146, "loss_mask": 0.25324079394340515, "loss_rpn_cls": 0.04658014921005815, "loss_rpn_loc": 0.07060165231814608, "loss_sem_seg": 0.31889469595625997, "lr": 0.02, "mask_rcnn/accuracy": 0.8947189080399728, "mask_rcnn/false_negative": 0.09385140444519802, "mask_rcnn/false_positive": 0.10923629762381279, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5759562385064783, "total_loss": 1.1470916442849557} {"data_time": 0.013468009994539898, "eta_seconds": 69805.6425792011, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.29115185332801913, "fast_rcnn/fg_cls_accuracy": 0.6452300785634119, "iteration": 146659, "loss_box_reg": 0.22550507611595094, "loss_cls": 0.21463449439033866, "loss_mask": 0.2516079037450254, "loss_rpn_cls": 0.045308739645406604, "loss_rpn_loc": 0.09066374451504089, "loss_sem_seg": 0.35304221883416176, "lr": 0.02, "mask_rcnn/accuracy": 0.8898927959982091, "mask_rcnn/false_negative": 0.09523252937633303, "mask_rcnn/false_positive": 0.12292761534870261, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5660115270002279, "total_loss": 1.2533364710616297} {"data_time": 0.012419823498930782, "eta_seconds": 69794.32344889095, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.38257575757575757, "fast_rcnn/fg_cls_accuracy": 0.6145833333333334, "iteration": 146679, "loss_box_reg": 0.2029621466062963, "loss_cls": 0.1883418846409768, "loss_mask": 0.25377665366977453, "loss_rpn_cls": 0.03982330235885456, "loss_rpn_loc": 0.06490309644141234, "loss_sem_seg": 0.33823866210877895, "lr": 0.02, "mask_rcnn/accuracy": 0.9023953621397012, "mask_rcnn/false_negative": 0.0835314538259031, "mask_rcnn/false_positive": 0.11021342421015407, "roi_head/num_bg_samples": 460.25, "roi_head/num_fg_samples": 51.75, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5674102494958788, "total_loss": 1.0946128126815893} {"data_time": 0.012394942503306083, "eta_seconds": 69736.2427221409, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.3842002916869227, "fast_rcnn/fg_cls_accuracy": 0.5848297213622291, "iteration": 146699, "loss_box_reg": 0.20543444226495922, "loss_cls": 0.19864736776798964, "loss_mask": 0.26190721057355404, "loss_rpn_cls": 0.04912699793931097, "loss_rpn_loc": 0.08259974874090403, "loss_sem_seg": 0.33697211695834994, "lr": 0.02, "mask_rcnn/accuracy": 0.8920830560485065, "mask_rcnn/false_negative": 0.09424063874906921, "mask_rcnn/false_positive": 0.13369044906058553, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.557805032498436, "total_loss": 1.151115807791939} {"data_time": 0.012238500501553062, "eta_seconds": 69739.9519804107, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.3641711229946524, "fast_rcnn/fg_cls_accuracy": 0.6235047846889952, "iteration": 146719, "loss_box_reg": 0.2586372783407569, "loss_cls": 0.22489860095083714, "loss_mask": 0.2637513782829046, "loss_rpn_cls": 0.05228693029494025, "loss_rpn_loc": 0.07028263807296753, "loss_sem_seg": 0.3445092330221087, "lr": 0.02, "mask_rcnn/accuracy": 0.8775933999677457, "mask_rcnn/false_negative": 0.10259950609418496, "mask_rcnn/false_positive": 0.1309516147389021, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5584259400056908, "total_loss": 1.2250263916503172} {"data_time": 0.012150223999924492, "eta_seconds": 69713.61963142075, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.3349706744868035, "fast_rcnn/fg_cls_accuracy": 0.6268898873199258, "iteration": 146739, "loss_box_reg": 0.23382767476141453, "loss_cls": 0.22284534387290478, "loss_mask": 0.261409021448344, "loss_rpn_cls": 0.054322663840139285, "loss_rpn_loc": 0.08356600615661591, "loss_sem_seg": 0.3492212013807148, "lr": 0.02, "mask_rcnn/accuracy": 0.8792151626275511, "mask_rcnn/false_negative": 0.10229150524813219, "mask_rcnn/false_positive": 0.13928026881884556, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5606610690010712, "total_loss": 1.1979501414461993} {"data_time": 0.01332412150077289, "eta_seconds": 69732.47594161017, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.36814276272306673, "fast_rcnn/fg_cls_accuracy": 0.6153928724774582, "iteration": 146759, "loss_box_reg": 0.22140359785407782, "loss_cls": 0.20044758031144738, "loss_mask": 0.25149880396202207, "loss_rpn_cls": 0.04345445391663816, "loss_rpn_loc": 0.07415972676244564, "loss_sem_seg": 0.33395819552242756, "lr": 0.02, "mask_rcnn/accuracy": 0.8806589218602013, "mask_rcnn/false_negative": 0.10399123991033767, "mask_rcnn/false_positive": 0.1506053424278051, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5659117565082852, "total_loss": 1.1121379904798232} {"data_time": 0.012511793000157923, "eta_seconds": 69710.46742963427, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.3189189189189189, "fast_rcnn/fg_cls_accuracy": 0.6331582137805618, "iteration": 146779, "loss_box_reg": 0.20869038999080658, "loss_cls": 0.2045735737774521, "loss_mask": 0.24835152877494693, "loss_rpn_cls": 0.03511705784330843, "loss_rpn_loc": 0.06077931271283887, "loss_sem_seg": 0.33604026213288307, "lr": 0.02, "mask_rcnn/accuracy": 0.9112827947665035, "mask_rcnn/false_negative": 0.08231787422912548, "mask_rcnn/false_positive": 0.1120042499950751, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5522913870008779, "total_loss": 1.0810993879131274} {"data_time": 0.012261097501323093, "eta_seconds": 69699.15272395429, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3799251518147154, "fast_rcnn/fg_cls_accuracy": 0.6015267175572518, "iteration": 146799, "loss_box_reg": 0.2292840643785894, "loss_cls": 0.21883209515362978, "loss_mask": 0.2526885215193033, "loss_rpn_cls": 0.039744797177263536, "loss_rpn_loc": 0.06626312580192462, "loss_sem_seg": 0.3443774813786149, "lr": 0.02, "mask_rcnn/accuracy": 0.8968576348064998, "mask_rcnn/false_negative": 0.077834616629705, "mask_rcnn/false_positive": 0.13438995091919193, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.5663230899954215, "total_loss": 1.1720685306936502} {"data_time": 0.012364738999167457, "eta_seconds": 69683.38206941029, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.3596371882086168, "fast_rcnn/fg_cls_accuracy": 0.6096516276413478, "iteration": 146819, "loss_box_reg": 0.21587297832593322, "loss_cls": 0.21049958048388362, "loss_mask": 0.25773313269019127, "loss_rpn_cls": 0.0367574084084481, "loss_rpn_loc": 0.07022389851044863, "loss_sem_seg": 0.3475992614403367, "lr": 0.02, "mask_rcnn/accuracy": 0.8970851536405202, "mask_rcnn/false_negative": 0.08901265878714984, "mask_rcnn/false_positive": 0.12397127535190886, "roi_head/num_bg_samples": 456.5, "roi_head/num_fg_samples": 55.5, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5667284549999749, "total_loss": 1.1610675891424762} {"data_time": 0.011948708997806534, "eta_seconds": 69646.94823143742, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3441765445402299, "fast_rcnn/fg_cls_accuracy": 0.5577038971474488, "iteration": 146839, "loss_box_reg": 0.23871997650712729, "loss_cls": 0.22798630176112056, "loss_mask": 0.2583351479843259, "loss_rpn_cls": 0.04756834657746367, "loss_rpn_loc": 0.08263432470266707, "loss_sem_seg": 0.31843089777976274, "lr": 0.02, "mask_rcnn/accuracy": 0.8988856909083898, "mask_rcnn/false_negative": 0.08958093967611902, "mask_rcnn/false_positive": 0.11103284777495942, "roi_head/num_bg_samples": 455.5, "roi_head/num_fg_samples": 56.5, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5661974864997319, "total_loss": 1.1851931000855984} {"data_time": 0.012357225496089086, "eta_seconds": 69660.75410501013, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3896253848785495, "fast_rcnn/fg_cls_accuracy": 0.5787507781697447, "iteration": 146859, "loss_box_reg": 0.24451846349984407, "loss_cls": 0.2330930484458804, "loss_mask": 0.2620357656851411, "loss_rpn_cls": 0.05109904002165422, "loss_rpn_loc": 0.07704471400938928, "loss_sem_seg": 0.3475920893251896, "lr": 0.02, "mask_rcnn/accuracy": 0.8825447304276824, "mask_rcnn/false_negative": 0.1181700089255541, "mask_rcnn/false_positive": 0.12993993281758404, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5702930505067343, "total_loss": 1.236124566406943} {"data_time": 0.012249773993971758, "eta_seconds": 69649.44012281005, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.3454895489548955, "fast_rcnn/fg_cls_accuracy": 0.6358929786108383, "iteration": 146879, "loss_box_reg": 0.22697873320430517, "loss_cls": 0.2171704093925655, "loss_mask": 0.25112561229616404, "loss_rpn_cls": 0.04178635965217836, "loss_rpn_loc": 0.07465274781861808, "loss_sem_seg": 0.33119311928749084, "lr": 0.02, "mask_rcnn/accuracy": 0.8988223631036573, "mask_rcnn/false_negative": 0.07073336511341387, "mask_rcnn/false_positive": 0.12381293627515091, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5770796325014089, "total_loss": 1.148447471379768} {"data_time": 0.012639039501664229, "eta_seconds": 69583.72140778476, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.3634264604017548, "fast_rcnn/fg_cls_accuracy": 0.5591133887614679, "iteration": 146899, "loss_box_reg": 0.22102077677845955, "loss_cls": 0.20828116475604475, "loss_mask": 0.24730292335152626, "loss_rpn_cls": 0.04607606353238225, "loss_rpn_loc": 0.06648453391971998, "loss_sem_seg": 0.3181874807924032, "lr": 0.02, "mask_rcnn/accuracy": 0.8856967687456618, "mask_rcnn/false_negative": 0.10529757341049793, "mask_rcnn/false_positive": 0.12750431507993687, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.556215267002699, "total_loss": 1.1516133541008458} {"data_time": 0.013009782996959984, "eta_seconds": 69585.54765297961, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.3498941798941799, "fast_rcnn/fg_cls_accuracy": 0.6251803751803752, "iteration": 146919, "loss_box_reg": 0.23694695951417089, "loss_cls": 0.21704396046698093, "loss_mask": 0.25533504597842693, "loss_rpn_cls": 0.04474475001916289, "loss_rpn_loc": 0.07890166557626799, "loss_sem_seg": 0.3283074088394642, "lr": 0.02, "mask_rcnn/accuracy": 0.8871535332327671, "mask_rcnn/false_negative": 0.10007760254390198, "mask_rcnn/false_positive": 0.12190288829565854, "roi_head/num_bg_samples": 429.75, "roi_head/num_fg_samples": 82.25, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.565644397502183, "total_loss": 1.1587994804722257} {"data_time": 0.01275275599618908, "eta_seconds": 69586.5081424367, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.3500928217821782, "fast_rcnn/fg_cls_accuracy": 0.6186571782178218, "iteration": 146939, "loss_box_reg": 0.2238161601126194, "loss_cls": 0.20930410455912352, "loss_mask": 0.2552888887003064, "loss_rpn_cls": 0.03947231295751408, "loss_rpn_loc": 0.07740777809522115, "loss_sem_seg": 0.3526617786847055, "lr": 0.02, "mask_rcnn/accuracy": 0.8813612949999432, "mask_rcnn/false_negative": 0.09702215162901337, "mask_rcnn/false_positive": 0.12828749219653507, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.5726496375064016, "total_loss": 1.1583184959999926} {"data_time": 0.012434011994628236, "eta_seconds": 69549.80597830436, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.32873015873015876, "fast_rcnn/fg_cls_accuracy": 0.6330882352941176, "iteration": 146959, "loss_box_reg": 0.2142930068075657, "loss_cls": 0.19446443486958742, "loss_mask": 0.2528711333870888, "loss_rpn_cls": 0.04631175455870107, "loss_rpn_loc": 0.09194630081765354, "loss_sem_seg": 0.32936562737450004, "lr": 0.02, "mask_rcnn/accuracy": 0.8922680659653242, "mask_rcnn/false_negative": 0.08675603523588754, "mask_rcnn/false_positive": 0.1281360423063736, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.563693272000819, "total_loss": 1.14688483934151} {"data_time": 0.011911312001757324, "eta_seconds": 69528.50827002573, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.38033951835767865, "fast_rcnn/fg_cls_accuracy": 0.5879849402520871, "iteration": 146979, "loss_box_reg": 0.22653413703665137, "loss_cls": 0.202632648171857, "loss_mask": 0.2579118493013084, "loss_rpn_cls": 0.037653991574188694, "loss_rpn_loc": 0.06461346638388932, "loss_sem_seg": 0.3513830383308232, "lr": 0.02, "mask_rcnn/accuracy": 0.8902960116973618, "mask_rcnn/false_negative": 0.08737974169963977, "mask_rcnn/false_positive": 0.12955124604540014, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5672982764954213, "total_loss": 1.1519932869123295} {"data_time": 0.013197556501836516, "eta_seconds": 69552.58033030656, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.2826704545454546, "fast_rcnn/fg_cls_accuracy": 0.6399904443382705, "iteration": 146999, "loss_box_reg": 0.2502167262136936, "loss_cls": 0.23036751337349415, "loss_mask": 0.25235911924391985, "loss_rpn_cls": 0.04126377127249725, "loss_rpn_loc": 0.07829752971883863, "loss_sem_seg": 0.29179675225168467, "lr": 0.02, "mask_rcnn/accuracy": 0.8905190271597361, "mask_rcnn/false_negative": 0.10081733389017508, "mask_rcnn/false_positive": 0.10380790629156969, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.5704274299932877, "total_loss": 1.1810550938498636} {"data_time": 0.012888277000456583, "eta_seconds": 69541.27105959652, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.3548266267123288, "fast_rcnn/fg_cls_accuracy": 0.6114882172131147, "iteration": 147019, "loss_box_reg": 0.22681139828637242, "loss_cls": 0.2118155164644122, "loss_mask": 0.26960010919719934, "loss_rpn_cls": 0.04929205708322115, "loss_rpn_loc": 0.08132301855948754, "loss_sem_seg": 0.31595231499522924, "lr": 0.02, "mask_rcnn/accuracy": 0.9003813128512275, "mask_rcnn/false_negative": 0.09289913452748146, "mask_rcnn/false_positive": 0.11625095066634607, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5586917915061349, "total_loss": 1.1862647089292295} {"data_time": 0.012474993003706913, "eta_seconds": 69504.58540566382, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.3288388324873096, "fast_rcnn/fg_cls_accuracy": 0.6306435309973046, "iteration": 147039, "loss_box_reg": 0.22212009457871318, "loss_cls": 0.21159978257492185, "loss_mask": 0.2595787635073066, "loss_rpn_cls": 0.03797783621121198, "loss_rpn_loc": 0.07721190812299028, "loss_sem_seg": 0.3441607877612114, "lr": 0.02, "mask_rcnn/accuracy": 0.8892622967155612, "mask_rcnn/false_negative": 0.09309938169412255, "mask_rcnn/false_positive": 0.12742049648116127, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.560462766996352, "total_loss": 1.1700554363487754} {"data_time": 0.012462508500902914, "eta_seconds": 69458.67980745438, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.33551136363636364, "fast_rcnn/fg_cls_accuracy": 0.6566964285714285, "iteration": 147059, "loss_box_reg": 0.23043600877281278, "loss_cls": 0.20648937579244375, "loss_mask": 0.259539345279336, "loss_rpn_cls": 0.044624729023780674, "loss_rpn_loc": 0.08449700825440232, "loss_sem_seg": 0.29117299686186016, "lr": 0.02, "mask_rcnn/accuracy": 0.8928296130952381, "mask_rcnn/false_negative": 0.08078784810977971, "mask_rcnn/false_positive": 0.141870876215631, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5603868474936462, "total_loss": 1.1218317056191154} {"data_time": 0.013181950002035592, "eta_seconds": 69407.26219715932, "fast_rcnn/cls_accuracy": 0.9140625, "fast_rcnn/false_negative": 0.4032183908045977, "fast_rcnn/fg_cls_accuracy": 0.5389677419354839, "iteration": 147079, "loss_box_reg": 0.22952158330008388, "loss_cls": 0.21866744151338935, "loss_mask": 0.2545602871105075, "loss_rpn_cls": 0.0452988802571781, "loss_rpn_loc": 0.07627938070800155, "loss_sem_seg": 0.3342481008730829, "lr": 0.02, "mask_rcnn/accuracy": 0.8929321639898563, "mask_rcnn/false_negative": 0.08779723432332423, "mask_rcnn/false_positive": 0.13532993502195947, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5642381434954586, "total_loss": 1.1451770798885264} {"data_time": 0.012578611997014377, "eta_seconds": 69410.0363365458, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.37972176156255755, "fast_rcnn/fg_cls_accuracy": 0.6023383810740133, "iteration": 147099, "loss_box_reg": 0.2346632550470531, "loss_cls": 0.2092326923739165, "loss_mask": 0.24857990443706512, "loss_rpn_cls": 0.03531155371456407, "loss_rpn_loc": 0.07936500562936999, "loss_sem_seg": 0.3437713426537812, "lr": 0.02, "mask_rcnn/accuracy": 0.8912043188224363, "mask_rcnn/false_negative": 0.09131011048831345, "mask_rcnn/false_positive": 0.1206455760735114, "roi_head/num_bg_samples": 431.75, "roi_head/num_fg_samples": 80.25, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5652222834978602, "total_loss": 1.1437074366840534} {"data_time": 0.01190095050696982, "eta_seconds": 69420.10668673716, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.30041507322078165, "fast_rcnn/fg_cls_accuracy": 0.6690412013862148, "iteration": 147119, "loss_box_reg": 0.2362003601156175, "loss_cls": 0.22011911869049072, "loss_mask": 0.2548897108063102, "loss_rpn_cls": 0.04729245237831492, "loss_rpn_loc": 0.08460646728053689, "loss_sem_seg": 0.3180744255660102, "lr": 0.02, "mask_rcnn/accuracy": 0.8989012216365575, "mask_rcnn/false_negative": 0.08894824268413809, "mask_rcnn/false_positive": 0.12184926197875798, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5703110760005075, "total_loss": 1.1787548544380115} {"data_time": 0.011658648996672127, "eta_seconds": 69403.36334818171, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.37618885869565216, "fast_rcnn/fg_cls_accuracy": 0.6162264384920635, "iteration": 147139, "loss_box_reg": 0.23249629698693752, "loss_cls": 0.2098314865725115, "loss_mask": 0.2552580777555704, "loss_rpn_cls": 0.049884383217431605, "loss_rpn_loc": 0.07668553126859479, "loss_sem_seg": 0.2863945849239826, "lr": 0.02, "mask_rcnn/accuracy": 0.8915425206879288, "mask_rcnn/false_negative": 0.10319697603897576, "mask_rcnn/false_positive": 0.11458021478559466, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.569178275000013, "total_loss": 1.1206313428410795} {"data_time": 0.011697804504365195, "eta_seconds": 69392.06548094179, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.35803565661133, "fast_rcnn/fg_cls_accuracy": 0.6072359600774617, "iteration": 147159, "loss_box_reg": 0.21707951044663787, "loss_cls": 0.2055073904339224, "loss_mask": 0.24931205436587334, "loss_rpn_cls": 0.04398766654776409, "loss_rpn_loc": 0.06972754598245956, "loss_sem_seg": 0.2992271055118181, "lr": 0.02, "mask_rcnn/accuracy": 0.8873729898025746, "mask_rcnn/false_negative": 0.0978335081986504, "mask_rcnn/false_positive": 0.11980131296955973, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 235.0, "rpn/num_pos_anchors": 21.0, "time": 0.564843786007259, "total_loss": 1.1421719702193514} {"data_time": 0.012617563501407858, "eta_seconds": 69380.76761370187, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.3436756756756757, "fast_rcnn/fg_cls_accuracy": 0.6444062500000001, "iteration": 147179, "loss_box_reg": 0.22920576948672533, "loss_cls": 0.20466721942648292, "loss_mask": 0.25771033857017756, "loss_rpn_cls": 0.05120811518281698, "loss_rpn_loc": 0.08551764997537248, "loss_sem_seg": 0.347386188339442, "lr": 0.02, "mask_rcnn/accuracy": 0.8995374665017523, "mask_rcnn/false_negative": 0.08395511038141684, "mask_rcnn/false_positive": 0.12668730624856497, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5636202535024495, "total_loss": 1.1539496244804468} {"data_time": 0.013279906001116615, "eta_seconds": 69340.5631278801, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.3396358543417367, "fast_rcnn/fg_cls_accuracy": 0.6118952435343069, "iteration": 147199, "loss_box_reg": 0.22385738557204604, "loss_cls": 0.20240838173776865, "loss_mask": 0.24350627465173602, "loss_rpn_cls": 0.04924146379926242, "loss_rpn_loc": 0.07002242881571874, "loss_sem_seg": 0.31280490662902594, "lr": 0.02, "mask_rcnn/accuracy": 0.9022952816883221, "mask_rcnn/false_negative": 0.07691134925139015, "mask_rcnn/false_positive": 0.11600567736315574, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5589987944986206, "total_loss": 1.161558788997354} {"data_time": 0.012282071496883873, "eta_seconds": 69363.61291903773, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3466395843696457, "fast_rcnn/fg_cls_accuracy": 0.6303030303030304, "iteration": 147219, "loss_box_reg": 0.23653345531783998, "loss_cls": 0.22987736435607076, "loss_mask": 0.27098724991083145, "loss_rpn_cls": 0.054404531605541706, "loss_rpn_loc": 0.09707396232988685, "loss_sem_seg": 0.34588672313839197, "lr": 0.02, "mask_rcnn/accuracy": 0.8893696209544424, "mask_rcnn/false_negative": 0.10017117979224952, "mask_rcnn/false_positive": 0.12233021984599096, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5666743244946701, "total_loss": 1.2516497965552844} {"data_time": 0.01218827650154708, "eta_seconds": 69352.31416549784, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.37316618419115843, "fast_rcnn/fg_cls_accuracy": 0.546522728941764, "iteration": 147239, "loss_box_reg": 0.23228990496136248, "loss_cls": 0.21464035310782492, "loss_mask": 0.25285221822559834, "loss_rpn_cls": 0.033611421604291536, "loss_rpn_loc": 0.07218867813935503, "loss_sem_seg": 0.2969068391248584, "lr": 0.02, "mask_rcnn/accuracy": 0.8908801020408164, "mask_rcnn/false_negative": 0.09362956331816674, "mask_rcnn/false_positive": 0.12248460956279573, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5662394600003609, "total_loss": 1.0911508097487967} {"data_time": 0.013085965998470783, "eta_seconds": 69389.17173913534, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3155844155844156, "fast_rcnn/fg_cls_accuracy": 0.6409153570443893, "iteration": 147259, "loss_box_reg": 0.23995303316041827, "loss_cls": 0.22687347559258342, "loss_mask": 0.2562022674828768, "loss_rpn_cls": 0.05114700915873982, "loss_rpn_loc": 0.08804882818367332, "loss_sem_seg": 0.3592167510651052, "lr": 0.02, "mask_rcnn/accuracy": 0.8724681914691342, "mask_rcnn/false_negative": 0.09543177981194009, "mask_rcnn/false_positive": 0.14224985230108, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5874614584972733, "total_loss": 1.2198267042840598} {"data_time": 0.012490646506194025, "eta_seconds": 69407.19367920041, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.35214785214785216, "fast_rcnn/fg_cls_accuracy": 0.5554043960734101, "iteration": 147279, "loss_box_reg": 0.24200272164307535, "loss_cls": 0.22820268524810672, "loss_mask": 0.2582252495922148, "loss_rpn_cls": 0.049583786545554176, "loss_rpn_loc": 0.07521652500145137, "loss_sem_seg": 0.33317365450784564, "lr": 0.02, "mask_rcnn/accuracy": 0.8799331843440592, "mask_rcnn/false_negative": 0.09367039251840868, "mask_rcnn/false_positive": 0.1402932422317229, "roi_head/num_bg_samples": 426.75, "roi_head/num_fg_samples": 85.25, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.5729000655046548, "total_loss": 1.2089029199851211} {"data_time": 0.012271191502804868, "eta_seconds": 69408.4625256381, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.3795731707317073, "fast_rcnn/fg_cls_accuracy": 0.6054732868757259, "iteration": 147299, "loss_box_reg": 0.21576097537763417, "loss_cls": 0.19839783757925034, "loss_mask": 0.24883493594825268, "loss_rpn_cls": 0.040988924345583655, "loss_rpn_loc": 0.06475841681822203, "loss_sem_seg": 0.3335228555370122, "lr": 0.02, "mask_rcnn/accuracy": 0.8861262710659177, "mask_rcnn/false_negative": 0.08902204126087003, "mask_rcnn/false_positive": 0.12643609539574135, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5773392604969558, "total_loss": 1.1353403715766035} {"data_time": 0.01271758800430689, "eta_seconds": 69415.61559053138, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.30332056194125157, "fast_rcnn/fg_cls_accuracy": 0.6879224213928886, "iteration": 147319, "loss_box_reg": 0.22471954580396414, "loss_cls": 0.20256597409024835, "loss_mask": 0.24906626343727112, "loss_rpn_cls": 0.040045378991635516, "loss_rpn_loc": 0.07693942630430683, "loss_sem_seg": 0.3186527001671493, "lr": 0.02, "mask_rcnn/accuracy": 0.8885307172857821, "mask_rcnn/false_negative": 0.10098989735139888, "mask_rcnn/false_positive": 0.1269336784302551, "roi_head/num_bg_samples": 432.5, "roi_head/num_fg_samples": 79.5, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5710398834999069, "total_loss": 1.13411645864835} {"data_time": 0.012911039004393388, "eta_seconds": 69460.91419255587, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.399055829228243, "fast_rcnn/fg_cls_accuracy": 0.5470625798212005, "iteration": 147339, "loss_box_reg": 0.23185672226827592, "loss_cls": 0.21643543289974332, "loss_mask": 0.25781509000808, "loss_rpn_cls": 0.04573810161673464, "loss_rpn_loc": 0.08463601354742423, "loss_sem_seg": 0.3480023415759206, "lr": 0.02, "mask_rcnn/accuracy": 0.8966523277825542, "mask_rcnn/false_negative": 0.08409274752114468, "mask_rcnn/false_positive": 0.11528372358064141, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.5669764265039703, "total_loss": 1.1796299799898406} {"data_time": 0.013141251503839158, "eta_seconds": 69482.60899721865, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.29715879605604567, "fast_rcnn/fg_cls_accuracy": 0.6380069813829787, "iteration": 147359, "loss_box_reg": 0.23774723126553, "loss_cls": 0.20892657013610005, "loss_mask": 0.26214852184057236, "loss_rpn_cls": 0.03874379867920652, "loss_rpn_loc": 0.06279860407812521, "loss_sem_seg": 0.296829828992486, "lr": 0.02, "mask_rcnn/accuracy": 0.889097307597738, "mask_rcnn/false_negative": 0.10469452408173097, "mask_rcnn/false_positive": 0.10281141270151067, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5804482035018736, "total_loss": 1.1471683498239145} {"data_time": 0.011903010999958497, "eta_seconds": 69460.18674780172, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.33265139116202946, "fast_rcnn/fg_cls_accuracy": 0.6468817397555715, "iteration": 147379, "loss_box_reg": 0.22543823556043208, "loss_cls": 0.21937570814043283, "loss_mask": 0.25012637581676245, "loss_rpn_cls": 0.0438060081214644, "loss_rpn_loc": 0.06922468458651565, "loss_sem_seg": 0.3295750245451927, "lr": 0.02, "mask_rcnn/accuracy": 0.9000974953257701, "mask_rcnn/false_negative": 0.08921163994023967, "mask_rcnn/false_positive": 0.09606722806476074, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5571422439970775, "total_loss": 1.1545448277611285} {"data_time": 0.01315029898978537, "eta_seconds": 69439.00571175921, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.3645795101421615, "fast_rcnn/fg_cls_accuracy": 0.5983084790616171, "iteration": 147399, "loss_box_reg": 0.21847884566523135, "loss_cls": 0.20590258622542024, "loss_mask": 0.24414114747196436, "loss_rpn_cls": 0.0446956988889724, "loss_rpn_loc": 0.07296255777328042, "loss_sem_seg": 0.3090059421956539, "lr": 0.02, "mask_rcnn/accuracy": 0.8899459691198073, "mask_rcnn/false_negative": 0.09512148343715497, "mask_rcnn/false_positive": 0.11554868775783725, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5703550899997936, "total_loss": 1.12096633418696} {"data_time": 0.012349464508588426, "eta_seconds": 69437.5282515416, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3600921835990013, "fast_rcnn/fg_cls_accuracy": 0.6144018583042974, "iteration": 147419, "loss_box_reg": 0.22926790546625853, "loss_cls": 0.21223623002879322, "loss_mask": 0.25087118055671453, "loss_rpn_cls": 0.05043846803891938, "loss_rpn_loc": 0.07838869659462944, "loss_sem_seg": 0.3336952591780573, "lr": 0.02, "mask_rcnn/accuracy": 0.8736436919729131, "mask_rcnn/false_negative": 0.10458610799368052, "mask_rcnn/false_positive": 0.1342820882399871, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.5664093705054256, "total_loss": 1.1895583163277479} {"data_time": 0.012722970503091346, "eta_seconds": 69446.02459373152, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.30267857142857146, "fast_rcnn/fg_cls_accuracy": 0.6895443925233644, "iteration": 147439, "loss_box_reg": 0.2596520045772195, "loss_cls": 0.2261953593697399, "loss_mask": 0.2566848238930106, "loss_rpn_cls": 0.05139710070216097, "loss_rpn_loc": 0.08057997550349683, "loss_sem_seg": 0.3322427454404533, "lr": 0.02, "mask_rcnn/accuracy": 0.8897024718978501, "mask_rcnn/false_negative": 0.09395021336012789, "mask_rcnn/false_positive": 0.12201810957301493, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5784690935033723, "total_loss": 1.2329441615293035} {"data_time": 0.014737833000253886, "eta_seconds": 69425.95371146819, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.3510038161606106, "fast_rcnn/fg_cls_accuracy": 0.6363636363636364, "iteration": 147459, "loss_box_reg": 0.23688159510493279, "loss_cls": 0.21367403119802475, "loss_mask": 0.25041463039815426, "loss_rpn_cls": 0.0405811364762485, "loss_rpn_loc": 0.06485928152687848, "loss_sem_seg": 0.3168302094563842, "lr": 0.02, "mask_rcnn/accuracy": 0.883157928064843, "mask_rcnn/false_negative": 0.074359044118675, "mask_rcnn/false_positive": 0.12328064195450726, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5696074359948398, "total_loss": 1.1454085813820711} {"data_time": 0.012344067494268529, "eta_seconds": 69414.6226543181, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.3649266825416719, "fast_rcnn/fg_cls_accuracy": 0.5443401513028859, "iteration": 147479, "loss_box_reg": 0.22367051895707846, "loss_cls": 0.20649942336604, "loss_mask": 0.2514075608924031, "loss_rpn_cls": 0.04500280228967313, "loss_rpn_loc": 0.08815041702473536, "loss_sem_seg": 0.3170559615828097, "lr": 0.02, "mask_rcnn/accuracy": 0.8933169197911723, "mask_rcnn/false_negative": 0.09247807016944103, "mask_rcnn/false_positive": 0.11751383002130605, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5757652984975721, "total_loss": 1.1642541864421219} {"data_time": 0.013524496993341018, "eta_seconds": 69418.2383722635, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.2629835718071012, "fast_rcnn/fg_cls_accuracy": 0.7362601975096608, "iteration": 147499, "loss_box_reg": 0.19846493797376752, "loss_cls": 0.18921906570903957, "loss_mask": 0.2419455940835178, "loss_rpn_cls": 0.047646316699683666, "loss_rpn_loc": 0.07845611480297521, "loss_sem_seg": 0.33770928531885147, "lr": 0.02, "mask_rcnn/accuracy": 0.9087535595633602, "mask_rcnn/false_negative": 0.0947641401393455, "mask_rcnn/false_positive": 0.09556558030908638, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5728689305105945, "total_loss": 1.0935756786639104} {"data_time": 0.012733847499475814, "eta_seconds": 69428.90852590199, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3582589285714286, "fast_rcnn/fg_cls_accuracy": 0.6222098214285714, "iteration": 147519, "loss_box_reg": 0.22567123966291547, "loss_cls": 0.21916879387572408, "loss_mask": 0.24613418616354465, "loss_rpn_cls": 0.04462438033078797, "loss_rpn_loc": 0.0677193250739947, "loss_sem_seg": 0.3412507676985115, "lr": 0.02, "mask_rcnn/accuracy": 0.8861371627732284, "mask_rcnn/false_negative": 0.08620288197020579, "mask_rcnn/false_positive": 0.13787440019752245, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.572049591493851, "total_loss": 1.15173615977983} {"data_time": 0.013418716996966396, "eta_seconds": 69395.57137742353, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.2960845780318397, "fast_rcnn/fg_cls_accuracy": 0.6547619047619048, "iteration": 147539, "loss_box_reg": 0.24031476071104407, "loss_cls": 0.2164107175776735, "loss_mask": 0.2485567550174892, "loss_rpn_cls": 0.04452999273780733, "loss_rpn_loc": 0.07120579638285562, "loss_sem_seg": 0.2782635404728353, "lr": 0.02, "mask_rcnn/accuracy": 0.9086270871985158, "mask_rcnn/false_negative": 0.07163993267299604, "mask_rcnn/false_positive": 0.10497905049632289, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5575567004998447, "total_loss": 1.1458743308321573} {"data_time": 0.011949433501285966, "eta_seconds": 69384.23788000355, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.2856604991394148, "fast_rcnn/fg_cls_accuracy": 0.6306742323097463, "iteration": 147559, "loss_box_reg": 0.2256761691533029, "loss_cls": 0.20272038015536964, "loss_mask": 0.2509300843812525, "loss_rpn_cls": 0.047754418512340635, "loss_rpn_loc": 0.08317730409908108, "loss_sem_seg": 0.32034583296626806, "lr": 0.02, "mask_rcnn/accuracy": 0.9147804397991042, "mask_rcnn/false_negative": 0.07262534169860091, "mask_rcnn/false_positive": 0.10597537247057506, "roi_head/num_bg_samples": 459.75, "roi_head/num_fg_samples": 52.25, "rpn/num_neg_anchors": 240.25, "rpn/num_pos_anchors": 15.75, "time": 0.5625618994963588, "total_loss": 1.1646910550771281} {"data_time": 0.01182058650010731, "eta_seconds": 69325.00612555647, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3405925312452944, "fast_rcnn/fg_cls_accuracy": 0.5786165682099189, "iteration": 147579, "loss_box_reg": 0.22194461594335735, "loss_cls": 0.213869211031124, "loss_mask": 0.2580737927928567, "loss_rpn_cls": 0.04502116033108905, "loss_rpn_loc": 0.07550524629186839, "loss_sem_seg": 0.3186140658799559, "lr": 0.02, "mask_rcnn/accuracy": 0.8823625910541207, "mask_rcnn/false_negative": 0.10559158328943612, "mask_rcnn/false_positive": 0.10771829555427667, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5608995259972289, "total_loss": 1.1557084928499535} {"data_time": 0.01161900499573676, "eta_seconds": 69303.02618179002, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3969886702444842, "fast_rcnn/fg_cls_accuracy": 0.596871929249918, "iteration": 147599, "loss_box_reg": 0.22135441657155752, "loss_cls": 0.19731957279145718, "loss_mask": 0.27047498244792223, "loss_rpn_cls": 0.03929154558136361, "loss_rpn_loc": 0.07237921294290572, "loss_sem_seg": 0.31426098896190524, "lr": 0.02, "mask_rcnn/accuracy": 0.8869763909469344, "mask_rcnn/false_negative": 0.08865922861846569, "mask_rcnn/false_positive": 0.13894592739844538, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5709764035054832, "total_loss": 1.164128444281232} {"data_time": 0.013391706001129933, "eta_seconds": 69302.35478105657, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.3375708302537571, "fast_rcnn/fg_cls_accuracy": 0.6367300537412154, "iteration": 147619, "loss_box_reg": 0.22168393805623055, "loss_cls": 0.20351046370342374, "loss_mask": 0.2490449110046029, "loss_rpn_cls": 0.037911169114522636, "loss_rpn_loc": 0.06463632232043892, "loss_sem_seg": 0.3042076863348484, "lr": 0.02, "mask_rcnn/accuracy": 0.9032684536598431, "mask_rcnn/false_negative": 0.08723051347773045, "mask_rcnn/false_positive": 0.11341362095141069, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5583285480024642, "total_loss": 1.1127167468657717} {"data_time": 0.01276769249670906, "eta_seconds": 69274.33356305768, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.4142021720969089, "fast_rcnn/fg_cls_accuracy": 0.5649917355371901, "iteration": 147639, "loss_box_reg": 0.24013867392204702, "loss_cls": 0.23057942814193666, "loss_mask": 0.2571411617100239, "loss_rpn_cls": 0.040097716031596065, "loss_rpn_loc": 0.0832955174264498, "loss_sem_seg": 0.32479628012515604, "lr": 0.02, "mask_rcnn/accuracy": 0.8915877065111759, "mask_rcnn/false_negative": 0.08438378949975897, "mask_rcnn/false_positive": 0.1315343186845841, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5627918585014413, "total_loss": 1.2044324783491902} {"data_time": 0.012733366995234974, "eta_seconds": 69263.01061970758, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.3575053418803419, "fast_rcnn/fg_cls_accuracy": 0.5982197761652933, "iteration": 147659, "loss_box_reg": 0.22746148658916354, "loss_cls": 0.21251639002002776, "loss_mask": 0.24621010292321444, "loss_rpn_cls": 0.05002750127459876, "loss_rpn_loc": 0.08669889630982652, "loss_sem_seg": 0.3264866452664137, "lr": 0.02, "mask_rcnn/accuracy": 0.8917238271638442, "mask_rcnn/false_negative": 0.09603721763727269, "mask_rcnn/false_positive": 0.11223900294658518, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5631763339988538, "total_loss": 1.1582434344745707} {"data_time": 0.01293679399532266, "eta_seconds": 69245.63981894175, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.39016788563829785, "fast_rcnn/fg_cls_accuracy": 0.6078789893617021, "iteration": 147679, "loss_box_reg": 0.22186722385231405, "loss_cls": 0.21717831888236105, "loss_mask": 0.24815625324845314, "loss_rpn_cls": 0.04601517241098918, "loss_rpn_loc": 0.07983446249272674, "loss_sem_seg": 0.33354472555220127, "lr": 0.02, "mask_rcnn/accuracy": 0.897921668667467, "mask_rcnn/false_negative": 0.08001739536203015, "mask_rcnn/false_positive": 0.12899488130483816, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5679199704973144, "total_loss": 1.1439235831057886} {"data_time": 0.01224158149852883, "eta_seconds": 69242.2663296004, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.3839475549255847, "fast_rcnn/fg_cls_accuracy": 0.5937033349925336, "iteration": 147699, "loss_box_reg": 0.21825930662453175, "loss_cls": 0.20066248904913664, "loss_mask": 0.24539153231307864, "loss_rpn_cls": 0.05144295556237921, "loss_rpn_loc": 0.08001887606224045, "loss_sem_seg": 0.28535971231758595, "lr": 0.02, "mask_rcnn/accuracy": 0.8820076223260389, "mask_rcnn/false_negative": 0.08763285800255771, "mask_rcnn/false_positive": 0.13556697224809638, "roi_head/num_bg_samples": 462.0, "roi_head/num_fg_samples": 50.0, "rpn/num_neg_anchors": 235.75, "rpn/num_pos_anchors": 20.25, "time": 0.5635244994991808, "total_loss": 1.0763583576772362} {"data_time": 0.011942738005018327, "eta_seconds": 69229.04178965729, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3791014102473248, "fast_rcnn/fg_cls_accuracy": 0.582986427919708, "iteration": 147719, "loss_box_reg": 0.2287907567806542, "loss_cls": 0.21434348030015826, "loss_mask": 0.2577251670882106, "loss_rpn_cls": 0.036501575843431056, "loss_rpn_loc": 0.06480885188648244, "loss_sem_seg": 0.3508483590558171, "lr": 0.02, "mask_rcnn/accuracy": 0.8705234113979272, "mask_rcnn/false_negative": 0.10484721125934927, "mask_rcnn/false_positive": 0.16302822009811724, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5562455420003971, "total_loss": 1.1168599782977253} {"data_time": 0.013229653995949775, "eta_seconds": 69186.39435573656, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.30776691495965236, "fast_rcnn/fg_cls_accuracy": 0.651846679081316, "iteration": 147739, "loss_box_reg": 0.22963365446776152, "loss_cls": 0.2072517666965723, "loss_mask": 0.25990030262619257, "loss_rpn_cls": 0.04140806689974852, "loss_rpn_loc": 0.07440514594782144, "loss_sem_seg": 0.346063288860023, "lr": 0.02, "mask_rcnn/accuracy": 0.8896187264148171, "mask_rcnn/false_negative": 0.11780685100103806, "mask_rcnn/false_positive": 0.12374019378700865, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5510112220072187, "total_loss": 1.1785625797492685} {"data_time": 0.01248642800055677, "eta_seconds": 69199.67313575165, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.335110808562136, "fast_rcnn/fg_cls_accuracy": 0.6452136752136752, "iteration": 147759, "loss_box_reg": 0.2194967339746654, "loss_cls": 0.2085603983141482, "loss_mask": 0.2511338731274009, "loss_rpn_cls": 0.04163521234295331, "loss_rpn_loc": 0.07164110342273489, "loss_sem_seg": 0.33213856955990195, "lr": 0.02, "mask_rcnn/accuracy": 0.8891045874308272, "mask_rcnn/false_negative": 0.09450356650800815, "mask_rcnn/false_positive": 0.12023581513661487, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 234.5, "rpn/num_pos_anchors": 21.5, "time": 0.5666353600026923, "total_loss": 1.11242486370611} {"data_time": 0.0131128305074526, "eta_seconds": 69196.97331232035, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.36571737563085793, "fast_rcnn/fg_cls_accuracy": 0.58005800580058, "iteration": 147779, "loss_box_reg": 0.21381917409598827, "loss_cls": 0.19928150833584368, "loss_mask": 0.25245893839746714, "loss_rpn_cls": 0.04586954231490381, "loss_rpn_loc": 0.07196091950754635, "loss_sem_seg": 0.32743047270923853, "lr": 0.02, "mask_rcnn/accuracy": 0.8902074587135309, "mask_rcnn/false_negative": 0.09224564290318031, "mask_rcnn/false_positive": 0.1529243452371362, "roi_head/num_bg_samples": 463.5, "roi_head/num_fg_samples": 48.5, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5618085310052265, "total_loss": 1.1173129208909813} {"data_time": 0.012658768500841688, "eta_seconds": 69200.42373080702, "fast_rcnn/cls_accuracy": 0.90869140625, "fast_rcnn/false_negative": 0.32417889030612246, "fast_rcnn/fg_cls_accuracy": 0.6360389330110497, "iteration": 147799, "loss_box_reg": 0.262586010619998, "loss_cls": 0.22689508111216128, "loss_mask": 0.264224705286324, "loss_rpn_cls": 0.053904636355582625, "loss_rpn_loc": 0.09617253844044171, "loss_sem_seg": 0.29897182364948094, "lr": 0.02, "mask_rcnn/accuracy": 0.8768734524609074, "mask_rcnn/false_negative": 0.0938403352936429, "mask_rcnn/false_positive": 0.14982560618943433, "roi_head/num_bg_samples": 427.5, "roi_head/num_fg_samples": 84.5, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5780402095042518, "total_loss": 1.2030373481975403} {"data_time": 0.012484337006753776, "eta_seconds": 69176.23594256914, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.409117246939084, "fast_rcnn/fg_cls_accuracy": 0.5476803410286221, "iteration": 147819, "loss_box_reg": 0.2227982806507498, "loss_cls": 0.2102690632455051, "loss_mask": 0.2484770561568439, "loss_rpn_cls": 0.04205102253763471, "loss_rpn_loc": 0.08315679899533279, "loss_sem_seg": 0.32683505304157734, "lr": 0.02, "mask_rcnn/accuracy": 0.8895542895783126, "mask_rcnn/false_negative": 0.08358660360350544, "mask_rcnn/false_positive": 0.127690729585893, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 206.0, "rpn/num_pos_anchors": 50.0, "time": 0.5578340225038119, "total_loss": 1.1695941783254966} {"data_time": 0.011695293003867846, "eta_seconds": 69163.0035493603, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.39038142620232175, "fast_rcnn/fg_cls_accuracy": 0.54995499549955, "iteration": 147839, "loss_box_reg": 0.23190884152427316, "loss_cls": 0.22467496193712577, "loss_mask": 0.2677536872215569, "loss_rpn_cls": 0.04958294611424208, "loss_rpn_loc": 0.08248084521619603, "loss_sem_seg": 0.398250394500792, "lr": 0.02, "mask_rcnn/accuracy": 0.9020331440847016, "mask_rcnn/false_negative": 0.07274947835668338, "mask_rcnn/false_positive": 0.12275341945788991, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5639742115090485, "total_loss": 1.2660528842243366} {"data_time": 0.012592580998898484, "eta_seconds": 69149.78118620662, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3266771682727947, "fast_rcnn/fg_cls_accuracy": 0.6204576502732241, "iteration": 147859, "loss_box_reg": 0.24126268224790692, "loss_cls": 0.20852784672752023, "loss_mask": 0.26108236983418465, "loss_rpn_cls": 0.05077893449924886, "loss_rpn_loc": 0.09315323561895639, "loss_sem_seg": 0.346129703335464, "lr": 0.02, "mask_rcnn/accuracy": 0.8828044378684283, "mask_rcnn/false_negative": 0.09441004411582411, "mask_rcnn/false_positive": 0.14361291814132016, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5624941659916658, "total_loss": 1.2111289869935717} {"data_time": 0.012317353000980802, "eta_seconds": 69080.62784367675, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.2733333333333333, "fast_rcnn/fg_cls_accuracy": 0.6752688172043011, "iteration": 147879, "loss_box_reg": 0.24742864002473652, "loss_cls": 0.21571784047409892, "loss_mask": 0.2660170909948647, "loss_rpn_cls": 0.04047010168869747, "loss_rpn_loc": 0.08101659186650068, "loss_sem_seg": 0.2987985797226429, "lr": 0.02, "mask_rcnn/accuracy": 0.8958642018451216, "mask_rcnn/false_negative": 0.0950464904433638, "mask_rcnn/false_positive": 0.12928572527366303, "roi_head/num_bg_samples": 461.5, "roi_head/num_fg_samples": 50.5, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5558883655030513, "total_loss": 1.144528126453224} {"data_time": 0.01261798849736806, "eta_seconds": 69121.1621182345, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.2792581838617525, "fast_rcnn/fg_cls_accuracy": 0.7064892884091729, "iteration": 147899, "loss_box_reg": 0.24984832620248199, "loss_cls": 0.23353554820641875, "loss_mask": 0.24286164622753859, "loss_rpn_cls": 0.04094750295189442, "loss_rpn_loc": 0.06425293476786464, "loss_sem_seg": 0.3334473264403641, "lr": 0.02, "mask_rcnn/accuracy": 0.9106430798716897, "mask_rcnn/false_negative": 0.09909131747874965, "mask_rcnn/false_positive": 0.08847316316275738, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5702034255009494, "total_loss": 1.1525860278343316} {"data_time": 0.012297597502765711, "eta_seconds": 69095.94208580613, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.30388471177944865, "fast_rcnn/fg_cls_accuracy": 0.6188068109076943, "iteration": 147919, "loss_box_reg": 0.2159911294002086, "loss_cls": 0.20714958338066936, "loss_mask": 0.24463974870741367, "loss_rpn_cls": 0.03457879451161716, "loss_rpn_loc": 0.06544816185487434, "loss_sem_seg": 0.31742377509362996, "lr": 0.02, "mask_rcnn/accuracy": 0.9072947555090413, "mask_rcnn/false_negative": 0.0872633312608943, "mask_rcnn/false_positive": 0.09315698643509987, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.5635819759991136, "total_loss": 1.0606163265329087} {"data_time": 0.01142632950359257, "eta_seconds": 69106.38727776024, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.3357796929706437, "fast_rcnn/fg_cls_accuracy": 0.6058277165872102, "iteration": 147939, "loss_box_reg": 0.22511320243938826, "loss_cls": 0.20784207480028272, "loss_mask": 0.250658106058836, "loss_rpn_cls": 0.03705591092875693, "loss_rpn_loc": 0.0695881306019146, "loss_sem_seg": 0.3017017589882016, "lr": 0.02, "mask_rcnn/accuracy": 0.9048589803054089, "mask_rcnn/false_negative": 0.09226681569976532, "mask_rcnn/false_positive": 0.11973012684972847, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5755819824917126, "total_loss": 1.1379653841722757} {"data_time": 0.013041754005826078, "eta_seconds": 69101.1023684468, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.365527941706148, "fast_rcnn/fg_cls_accuracy": 0.6148922330958224, "iteration": 147959, "loss_box_reg": 0.2278166557662189, "loss_cls": 0.19537567626684904, "loss_mask": 0.25174857024103403, "loss_rpn_cls": 0.043181239503610414, "loss_rpn_loc": 0.07645430530101294, "loss_sem_seg": 0.29412879212759435, "lr": 0.02, "mask_rcnn/accuracy": 0.8788041267879778, "mask_rcnn/false_negative": 0.10569181751102893, "mask_rcnn/false_positive": 0.13388017167646915, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5730403970010229, "total_loss": 1.0976377852857695} {"data_time": 0.012407532005454414, "eta_seconds": 69114.92061077843, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.3484287317620651, "fast_rcnn/fg_cls_accuracy": 0.6200995266415827, "iteration": 147979, "loss_box_reg": 0.23930640378966928, "loss_cls": 0.21339989942498505, "loss_mask": 0.2586605763062835, "loss_rpn_cls": 0.03622373050893657, "loss_rpn_loc": 0.06903979368507862, "loss_sem_seg": 0.314145821146667, "lr": 0.02, "mask_rcnn/accuracy": 0.8910731248057304, "mask_rcnn/false_negative": 0.09692483510425823, "mask_rcnn/false_positive": 0.11163338353823166, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5773377599980449, "total_loss": 1.1415600728068966} {"data_time": 0.012192761991173029, "eta_seconds": 69087.16700830752, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.3693752133834073, "fast_rcnn/fg_cls_accuracy": 0.6256552125800816, "iteration": 147999, "loss_box_reg": 0.22976039722561836, "loss_cls": 0.21437741024419665, "loss_mask": 0.25925960671156645, "loss_rpn_cls": 0.036085995903704315, "loss_rpn_loc": 0.05368075310252607, "loss_sem_seg": 0.30483032623305917, "lr": 0.02, "mask_rcnn/accuracy": 0.8860745106753858, "mask_rcnn/false_negative": 0.0844462240199444, "mask_rcnn/false_positive": 0.13225394892032116, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5656213715046761, "total_loss": 1.0877684012521058} {"data_time": 0.012251460997504182, "eta_seconds": 69119.51577993463, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.28018617021276593, "fast_rcnn/fg_cls_accuracy": 0.6753769882255732, "iteration": 148019, "loss_box_reg": 0.2134993621148169, "loss_cls": 0.1931227466557175, "loss_mask": 0.2478568060323596, "loss_rpn_cls": 0.04000018213992007, "loss_rpn_loc": 0.08735114458249882, "loss_sem_seg": 0.31647280883044004, "lr": 0.02, "mask_rcnn/accuracy": 0.8937990006012448, "mask_rcnn/false_negative": 0.08289061616429014, "mask_rcnn/false_positive": 0.11379954353079527, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5744387749946327, "total_loss": 1.0917769322404638} {"data_time": 0.012147262496000621, "eta_seconds": 69108.18294682457, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.3397425927366047, "fast_rcnn/fg_cls_accuracy": 0.6255859525090295, "iteration": 148039, "loss_box_reg": 0.23435720382258296, "loss_cls": 0.21185384294949472, "loss_mask": 0.250488568097353, "loss_rpn_cls": 0.03824240749236196, "loss_rpn_loc": 0.07957892771810293, "loss_sem_seg": 0.286893961019814, "lr": 0.02, "mask_rcnn/accuracy": 0.8980674075707977, "mask_rcnn/false_negative": 0.08609188677973442, "mask_rcnn/false_positive": 0.11175549271707681, "roi_head/num_bg_samples": 430.0, "roi_head/num_fg_samples": 82.0, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5641497554970556, "total_loss": 1.1346779206942301} {"data_time": 0.011839585000416264, "eta_seconds": 69109.68324536276, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.30446037435284745, "fast_rcnn/fg_cls_accuracy": 0.6464892727779326, "iteration": 148059, "loss_box_reg": 0.23075734917074442, "loss_cls": 0.22341244015842676, "loss_mask": 0.2570349774323404, "loss_rpn_cls": 0.04000869621813763, "loss_rpn_loc": 0.07651226973393932, "loss_sem_seg": 0.32828478002920747, "lr": 0.02, "mask_rcnn/accuracy": 0.9019324134011959, "mask_rcnn/false_negative": 0.08816834128699849, "mask_rcnn/false_positive": 0.1234333623293067, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5732471730079851, "total_loss": 1.1148212152475026} {"data_time": 0.012124786502681673, "eta_seconds": 69108.94933838883, "fast_rcnn/cls_accuracy": 0.95556640625, "fast_rcnn/false_negative": 0.27242167540675, "fast_rcnn/fg_cls_accuracy": 0.6978715728715729, "iteration": 148079, "loss_box_reg": 0.23946087923832238, "loss_cls": 0.2240973801817745, "loss_mask": 0.25783815421164036, "loss_rpn_cls": 0.039385494630550966, "loss_rpn_loc": 0.07905216411745641, "loss_sem_seg": 0.30688167409971356, "lr": 0.02, "mask_rcnn/accuracy": 0.8910196899406269, "mask_rcnn/false_negative": 0.08620033995993108, "mask_rcnn/false_positive": 0.12167773607323118, "roi_head/num_bg_samples": 457.25, "roi_head/num_fg_samples": 54.75, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5714214094987256, "total_loss": 1.1849597442778759} {"data_time": 0.012197188989375718, "eta_seconds": 69081.25318145298, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.32738059020383325, "fast_rcnn/fg_cls_accuracy": 0.6105263157894737, "iteration": 148099, "loss_box_reg": 0.23427436128258705, "loss_cls": 0.21074841707013547, "loss_mask": 0.25148268043994904, "loss_rpn_cls": 0.04155691125197336, "loss_rpn_loc": 0.07367854568292387, "loss_sem_seg": 0.2900072983466089, "lr": 0.02, "mask_rcnn/accuracy": 0.8894277941532747, "mask_rcnn/false_negative": 0.09014029929023189, "mask_rcnn/false_positive": 0.11748978719411507, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5626397205051035, "total_loss": 1.0811564824689412} {"data_time": 0.011937973504245747, "eta_seconds": 69075.67843160265, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.3696984609878311, "fast_rcnn/fg_cls_accuracy": 0.6184701492537313, "iteration": 148119, "loss_box_reg": 0.22394576272927225, "loss_cls": 0.2055327210109681, "loss_mask": 0.2445529792457819, "loss_rpn_cls": 0.04022986220661551, "loss_rpn_loc": 0.08055930869886652, "loss_sem_seg": 0.3073675491614267, "lr": 0.02, "mask_rcnn/accuracy": 0.8920220464889395, "mask_rcnn/false_negative": 0.08582711013591253, "mask_rcnn/false_positive": 0.13113034343962443, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.5738093934996868, "total_loss": 1.1398849249526393} {"data_time": 0.012132369498431217, "eta_seconds": 69058.58519573294, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.3064013339132956, "fast_rcnn/fg_cls_accuracy": 0.6250318309141838, "iteration": 148139, "loss_box_reg": 0.22559687495231628, "loss_cls": 0.2071416520047933, "loss_mask": 0.24658099096268415, "loss_rpn_cls": 0.03828582356800325, "loss_rpn_loc": 0.07704850468144286, "loss_sem_seg": 0.3141632955521345, "lr": 0.02, "mask_rcnn/accuracy": 0.8990683362625633, "mask_rcnn/false_negative": 0.08872145573410561, "mask_rcnn/false_positive": 0.10203072521925635, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5696604615004617, "total_loss": 1.1227763333081384} {"data_time": 0.011650426000414882, "eta_seconds": 69044.23295740408, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.2978614670964699, "fast_rcnn/fg_cls_accuracy": 0.6735754985754986, "iteration": 148159, "loss_box_reg": 0.20319876912981272, "loss_cls": 0.18267692206427455, "loss_mask": 0.25025593023747206, "loss_rpn_cls": 0.03769887107773684, "loss_rpn_loc": 0.07796617288840935, "loss_sem_seg": 0.3482109312899411, "lr": 0.02, "mask_rcnn/accuracy": 0.8904393330348966, "mask_rcnn/false_negative": 0.0960140449147513, "mask_rcnn/false_positive": 0.10698361892839846, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.5599377499966067, "total_loss": 1.1326705237734132} {"data_time": 0.011573238007258624, "eta_seconds": 69032.8994599841, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3353793758910185, "fast_rcnn/fg_cls_accuracy": 0.6310927672955975, "iteration": 148179, "loss_box_reg": 0.24091409821994603, "loss_cls": 0.2314849381800741, "loss_mask": 0.25582285318523645, "loss_rpn_cls": 0.04623722280666698, "loss_rpn_loc": 0.07152343622874469, "loss_sem_seg": 0.32299264147877693, "lr": 0.02, "mask_rcnn/accuracy": 0.8824839247340532, "mask_rcnn/false_negative": 0.10163036788031085, "mask_rcnn/false_positive": 0.13184083021080803, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5644066050081165, "total_loss": 1.1924671202432364} {"data_time": 0.012271094492461998, "eta_seconds": 69040.92927686861, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3888392857142857, "fast_rcnn/fg_cls_accuracy": 0.5552455357142857, "iteration": 148199, "loss_box_reg": 0.21564883971586823, "loss_cls": 0.20923438854515553, "loss_mask": 0.25532340724021196, "loss_rpn_cls": 0.04721723514376208, "loss_rpn_loc": 0.06564104338758625, "loss_sem_seg": 0.3317488105967641, "lr": 0.02, "mask_rcnn/accuracy": 0.8839438434423581, "mask_rcnn/false_negative": 0.09915446282831543, "mask_rcnn/false_positive": 0.10820753110395295, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5710165775017231, "total_loss": 1.1484911843872396} {"data_time": 0.012387147500703577, "eta_seconds": 69019.00374200246, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.3277777777777778, "fast_rcnn/fg_cls_accuracy": 0.65836694950619, "iteration": 148219, "loss_box_reg": 0.22812725976109505, "loss_cls": 0.20501077664084733, "loss_mask": 0.25676626712083817, "loss_rpn_cls": 0.03978681695298292, "loss_rpn_loc": 0.0695152162516024, "loss_sem_seg": 0.319816461764276, "lr": 0.02, "mask_rcnn/accuracy": 0.8860363169993273, "mask_rcnn/false_negative": 0.09291980871156953, "mask_rcnn/false_positive": 0.12264621985046348, "roi_head/num_bg_samples": 458.75, "roi_head/num_fg_samples": 53.25, "rpn/num_neg_anchors": 234.25, "rpn/num_pos_anchors": 21.75, "time": 0.5597337634972064, "total_loss": 1.1017614187585423} {"data_time": 0.01269545799732441, "eta_seconds": 69007.66880408242, "fast_rcnn/cls_accuracy": 0.90869140625, "fast_rcnn/false_negative": 0.3865411931818182, "fast_rcnn/fg_cls_accuracy": 0.59765625, "iteration": 148239, "loss_box_reg": 0.24462335789576173, "loss_cls": 0.21345739415846765, "loss_mask": 0.258600571192801, "loss_rpn_cls": 0.04644321365049109, "loss_rpn_loc": 0.07985612234915607, "loss_sem_seg": 0.30305804614908993, "lr": 0.02, "mask_rcnn/accuracy": 0.872754961262983, "mask_rcnn/false_negative": 0.10201399136132498, "mask_rcnn/false_positive": 0.13846078416451552, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5655636654992122, "total_loss": 1.139632185397204} {"data_time": 0.012154828000348061, "eta_seconds": 68974.0052877518, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.33389883667883213, "fast_rcnn/fg_cls_accuracy": 0.6258397125449149, "iteration": 148259, "loss_box_reg": 0.2284173343796283, "loss_cls": 0.20800192444585264, "loss_mask": 0.2624899176880717, "loss_rpn_cls": 0.04263835173333064, "loss_rpn_loc": 0.07625554484548047, "loss_sem_seg": 0.3327301717363298, "lr": 0.02, "mask_rcnn/accuracy": 0.8856618527680351, "mask_rcnn/false_negative": 0.10449656799984836, "mask_rcnn/false_positive": 0.13933947785498493, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5655485759998555, "total_loss": 1.1618295799707994} {"data_time": 0.012821368502045516, "eta_seconds": 68897.86665421852, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.37655472636815923, "fast_rcnn/fg_cls_accuracy": 0.620957711442786, "iteration": 148279, "loss_box_reg": 0.20944413030520082, "loss_cls": 0.19623861834406853, "loss_mask": 0.2428402523510158, "loss_rpn_cls": 0.03533285277080722, "loss_rpn_loc": 0.0716468179016374, "loss_sem_seg": 0.3072481546550989, "lr": 0.02, "mask_rcnn/accuracy": 0.8920002912499325, "mask_rcnn/false_negative": 0.08426179653574561, "mask_rcnn/false_positive": 0.12442026301821214, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5394254904967966, "total_loss": 1.100904691789765} {"data_time": 0.011823017506685574, "eta_seconds": 68879.48299387435, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.27167335597406606, "fast_rcnn/fg_cls_accuracy": 0.7063754245137388, "iteration": 148299, "loss_box_reg": 0.21877068793401122, "loss_cls": 0.19865255942568183, "loss_mask": 0.24899641145020723, "loss_rpn_cls": 0.03638414747547358, "loss_rpn_loc": 0.06174942827783525, "loss_sem_seg": 0.3208249364979565, "lr": 0.02, "mask_rcnn/accuracy": 0.8940659647272371, "mask_rcnn/false_negative": 0.08460040227416299, "mask_rcnn/false_positive": 0.12164298789172326, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5651461879970157, "total_loss": 1.078124366926204} {"data_time": 0.014559612500306685, "eta_seconds": 68860.55944441349, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.38206003698961444, "fast_rcnn/fg_cls_accuracy": 0.5589970134395221, "iteration": 148319, "loss_box_reg": 0.21907380362972617, "loss_cls": 0.21949072275310755, "loss_mask": 0.2523612203076482, "loss_rpn_cls": 0.0393929776182631, "loss_rpn_loc": 0.06872652523452416, "loss_sem_seg": 0.34612950356677175, "lr": 0.02, "mask_rcnn/accuracy": 0.8860310476518055, "mask_rcnn/false_negative": 0.08616018591508032, "mask_rcnn/false_positive": 0.13868976037945585, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5621447095036274, "total_loss": 1.155979573915829} {"data_time": 0.012938466490595601, "eta_seconds": 68849.24123377347, "fast_rcnn/cls_accuracy": 0.9130859375, "fast_rcnn/false_negative": 0.3699817518248175, "fast_rcnn/fg_cls_accuracy": 0.5897722043258169, "iteration": 148339, "loss_box_reg": 0.2513785739429295, "loss_cls": 0.23601273237727582, "loss_mask": 0.2527929097414017, "loss_rpn_cls": 0.041824408690445125, "loss_rpn_loc": 0.08656652693753131, "loss_sem_seg": 0.3188845964614302, "lr": 0.02, "mask_rcnn/accuracy": 0.8759919297907842, "mask_rcnn/false_negative": 0.10035067248920446, "mask_rcnn/false_positive": 0.1325447032541788, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5798491485038539, "total_loss": 1.1396365626133047} {"data_time": 0.012500334007199854, "eta_seconds": 68774.34437364747, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.36818324689611814, "fast_rcnn/fg_cls_accuracy": 0.599905303030303, "iteration": 148359, "loss_box_reg": 0.23760573007166386, "loss_cls": 0.21417710010427982, "loss_mask": 0.27205692371353507, "loss_rpn_cls": 0.04755894291156437, "loss_rpn_loc": 0.08300363295711577, "loss_sem_seg": 0.3177269767038524, "lr": 0.02, "mask_rcnn/accuracy": 0.8590396691023188, "mask_rcnn/false_negative": 0.1107217019894868, "mask_rcnn/false_positive": 0.14738518908377046, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5632889655025792, "total_loss": 1.228362277703127} {"data_time": 0.0133429760026047, "eta_seconds": 68740.4304949507, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.361937039963405, "fast_rcnn/fg_cls_accuracy": 0.6344658377344368, "iteration": 148379, "loss_box_reg": 0.2433667848818004, "loss_cls": 0.2210499767679721, "loss_mask": 0.2735872399061918, "loss_rpn_cls": 0.04441738172317855, "loss_rpn_loc": 0.07307311322074383, "loss_sem_seg": 0.3624971634708345, "lr": 0.02, "mask_rcnn/accuracy": 0.9011183269319998, "mask_rcnn/false_negative": 0.0749042806404202, "mask_rcnn/false_positive": 0.11263285577962333, "roi_head/num_bg_samples": 457.75, "roi_head/num_fg_samples": 54.25, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5588941175010405, "total_loss": 1.2368581609334797} {"data_time": 0.014063851500395685, "eta_seconds": 68715.96363338732, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.364560639070443, "fast_rcnn/fg_cls_accuracy": 0.606718898385565, "iteration": 148399, "loss_box_reg": 0.23994144843891263, "loss_cls": 0.21932586375623941, "loss_mask": 0.2556197438389063, "loss_rpn_cls": 0.049554577039089054, "loss_rpn_loc": 0.09130725328577682, "loss_sem_seg": 0.34155393252149224, "lr": 0.02, "mask_rcnn/accuracy": 0.8914944208416449, "mask_rcnn/false_negative": 0.08717171117275696, "mask_rcnn/false_positive": 0.1466223789584019, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5643597279922687, "total_loss": 1.1906081089982763} {"data_time": 0.012493618996813893, "eta_seconds": 68676.42858395602, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.38777348777348775, "fast_rcnn/fg_cls_accuracy": 0.5493650793650794, "iteration": 148419, "loss_box_reg": 0.2168620708398521, "loss_cls": 0.19785792892798781, "loss_mask": 0.24681018153205514, "loss_rpn_cls": 0.03811718245560769, "loss_rpn_loc": 0.07075631723273546, "loss_sem_seg": 0.2973301587626338, "lr": 0.02, "mask_rcnn/accuracy": 0.9023317153609164, "mask_rcnn/false_negative": 0.06812092374741234, "mask_rcnn/false_positive": 0.11187526940561049, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5601036189982551, "total_loss": 1.1323140900058206} {"data_time": 0.01260652099881554, "eta_seconds": 68693.3598838677, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3128670302013423, "fast_rcnn/fg_cls_accuracy": 0.6450942793224672, "iteration": 148439, "loss_box_reg": 0.24058120418339968, "loss_cls": 0.22814377397298813, "loss_mask": 0.27239786740392447, "loss_rpn_cls": 0.040237149922177196, "loss_rpn_loc": 0.07909210716024972, "loss_sem_seg": 0.34153611678630114, "lr": 0.02, "mask_rcnn/accuracy": 0.8806883045134222, "mask_rcnn/false_negative": 0.10146308468247583, "mask_rcnn/false_positive": 0.12149764299665687, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5771664965068339, "total_loss": 1.2572275688580703} {"data_time": 0.012471647496568039, "eta_seconds": 68682.05800910789, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.310570987654321, "fast_rcnn/fg_cls_accuracy": 0.6470306513409961, "iteration": 148459, "loss_box_reg": 0.22243716707453132, "loss_cls": 0.20205471001099795, "loss_mask": 0.2396600809879601, "loss_rpn_cls": 0.04111310014559422, "loss_rpn_loc": 0.06664490810362622, "loss_sem_seg": 0.3225305615924299, "lr": 0.02, "mask_rcnn/accuracy": 0.9100316527752772, "mask_rcnn/false_negative": 0.08338410568898877, "mask_rcnn/false_positive": 0.09312500865716983, "roi_head/num_bg_samples": 458.75, "roi_head/num_fg_samples": 53.25, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5680050840019248, "total_loss": 1.0818340331315994} {"data_time": 0.012292906008951832, "eta_seconds": 68725.33255321112, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.3581709279456463, "fast_rcnn/fg_cls_accuracy": 0.5938940092165899, "iteration": 148479, "loss_box_reg": 0.23309551388956606, "loss_cls": 0.20625807298347354, "loss_mask": 0.2527147773653269, "loss_rpn_cls": 0.045281821046955884, "loss_rpn_loc": 0.07326421793550253, "loss_sem_seg": 0.3238172847777605, "lr": 0.02, "mask_rcnn/accuracy": 0.8909432997315556, "mask_rcnn/false_negative": 0.09690129180123891, "mask_rcnn/false_positive": 0.1035015752887089, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5718209289989318, "total_loss": 1.1244559153565206} {"data_time": 0.01304125900787767, "eta_seconds": 68623.19289405784, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.36059255131420076, "fast_rcnn/fg_cls_accuracy": 0.5785366552119129, "iteration": 148499, "loss_box_reg": 0.2468862049281597, "loss_cls": 0.21443464048206806, "loss_mask": 0.25842940900474787, "loss_rpn_cls": 0.043335377937182784, "loss_rpn_loc": 0.07274893167777918, "loss_sem_seg": 0.30151014286093414, "lr": 0.02, "mask_rcnn/accuracy": 0.8934742140099283, "mask_rcnn/false_negative": 0.10433875041499598, "mask_rcnn/false_positive": 0.1092827544304215, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5607266160004656, "total_loss": 1.1530059211654589} {"data_time": 0.012992839503567666, "eta_seconds": 68648.15238482846, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.28538011695906434, "fast_rcnn/fg_cls_accuracy": 0.6104401502952228, "iteration": 148519, "loss_box_reg": 0.2335126860998571, "loss_cls": 0.21041759476065636, "loss_mask": 0.2535343822091818, "loss_rpn_cls": 0.04716419175383635, "loss_rpn_loc": 0.08156140854407568, "loss_sem_seg": 0.3130925365258008, "lr": 0.02, "mask_rcnn/accuracy": 0.897475347806022, "mask_rcnn/false_negative": 0.09500050114171299, "mask_rcnn/false_positive": 0.11059909642789731, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5761777010047808, "total_loss": 1.1543767885304987} {"data_time": 0.012679536506766453, "eta_seconds": 68724.56703351112, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3223254213966288, "fast_rcnn/fg_cls_accuracy": 0.6360294117647058, "iteration": 148539, "loss_box_reg": 0.2299078111536801, "loss_cls": 0.2066718079149723, "loss_mask": 0.2561275400221348, "loss_rpn_cls": 0.04584852069092449, "loss_rpn_loc": 0.08718531188787892, "loss_sem_seg": 0.3303410853841342, "lr": 0.02, "mask_rcnn/accuracy": 0.882408171601974, "mask_rcnn/false_negative": 0.09052636811155036, "mask_rcnn/false_positive": 0.15320688358750442, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 197.75, "rpn/num_pos_anchors": 58.25, "time": 0.5707073704979848, "total_loss": 1.1318782633461524} {"data_time": 0.01174939100019401, "eta_seconds": 68728.56290811175, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.3745556119857796, "fast_rcnn/fg_cls_accuracy": 0.5851154680994912, "iteration": 148559, "loss_box_reg": 0.26494493102654815, "loss_cls": 0.2365893693640828, "loss_mask": 0.26812261901795864, "loss_rpn_cls": 0.048407784779556096, "loss_rpn_loc": 0.08911010390147567, "loss_sem_seg": 0.3019998180679977, "lr": 0.02, "mask_rcnn/accuracy": 0.8828853612830123, "mask_rcnn/false_negative": 0.10432681343074049, "mask_rcnn/false_positive": 0.13331803554614152, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 204.0, "rpn/num_pos_anchors": 52.0, "time": 0.570218783497694, "total_loss": 1.2115634531364776} {"data_time": 0.012523240497102961, "eta_seconds": 68734.80518651902, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3390066964285714, "fast_rcnn/fg_cls_accuracy": 0.618105920053972, "iteration": 148579, "loss_box_reg": 0.22752635087817907, "loss_cls": 0.20196949178352952, "loss_mask": 0.2555839428678155, "loss_rpn_cls": 0.044247501966310665, "loss_rpn_loc": 0.07733012639801018, "loss_sem_seg": 0.2999756641802378, "lr": 0.02, "mask_rcnn/accuracy": 0.891588509570336, "mask_rcnn/false_negative": 0.086230278953565, "mask_rcnn/false_positive": 0.11965453292580064, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5632768930008751, "total_loss": 1.1448230701644206} {"data_time": 0.012748787507007364, "eta_seconds": 68702.10449545321, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.29692884347983795, "fast_rcnn/fg_cls_accuracy": 0.6312252964426878, "iteration": 148599, "loss_box_reg": 0.23851656913757324, "loss_cls": 0.21464262111112475, "loss_mask": 0.24889735179021955, "loss_rpn_cls": 0.05213452465250157, "loss_rpn_loc": 0.0755815744632855, "loss_sem_seg": 0.3306983350776136, "lr": 0.02, "mask_rcnn/accuracy": 0.8907409270935556, "mask_rcnn/false_negative": 0.09983132228363105, "mask_rcnn/false_positive": 0.10944456214544555, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5588814479997382, "total_loss": 1.213888515922008} {"data_time": 0.012706843503110576, "eta_seconds": 68690.97230102243, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.3305046695402299, "fast_rcnn/fg_cls_accuracy": 0.5980132450331126, "iteration": 148619, "loss_box_reg": 0.24938560358714312, "loss_cls": 0.218481790041551, "loss_mask": 0.2546505224891007, "loss_rpn_cls": 0.045852465176722035, "loss_rpn_loc": 0.0894160813477356, "loss_sem_seg": 0.32452742429450154, "lr": 0.02, "mask_rcnn/accuracy": 0.9102825968877086, "mask_rcnn/false_negative": 0.08046395998163801, "mask_rcnn/false_positive": 0.11051143526727544, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5652346979914, "total_loss": 1.2037288585561328} {"data_time": 0.012863304997154046, "eta_seconds": 68689.41791615622, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3264779874213837, "fast_rcnn/fg_cls_accuracy": 0.5924528301886792, "iteration": 148639, "loss_box_reg": 0.24064771458506584, "loss_cls": 0.22106698574498296, "loss_mask": 0.26129533257335424, "loss_rpn_cls": 0.040908492548624054, "loss_rpn_loc": 0.07954709697514772, "loss_sem_seg": 0.33316622162237763, "lr": 0.02, "mask_rcnn/accuracy": 0.878989127950922, "mask_rcnn/false_negative": 0.08488102319329904, "mask_rcnn/false_positive": 0.14933021829013637, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5728685534995748, "total_loss": 1.1851001124596223} {"data_time": 0.012384554502204992, "eta_seconds": 68667.2965324565, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.3296296296296296, "fast_rcnn/fg_cls_accuracy": 0.6574476650563608, "iteration": 148659, "loss_box_reg": 0.24167865002527833, "loss_cls": 0.22838063538074493, "loss_mask": 0.27035580947995186, "loss_rpn_cls": 0.04480948392301798, "loss_rpn_loc": 0.07194320985581726, "loss_sem_seg": 0.31549612153321505, "lr": 0.02, "mask_rcnn/accuracy": 0.8851618558382257, "mask_rcnn/false_negative": 0.10064534146198198, "mask_rcnn/false_positive": 0.13590411677771175, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 0.5530298655066872, "total_loss": 1.1583765149625833} {"data_time": 0.012085750997357536, "eta_seconds": 68651.15395104652, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.25066446520618557, "fast_rcnn/fg_cls_accuracy": 0.7324621456185567, "iteration": 148679, "loss_box_reg": 0.22935967845842242, "loss_cls": 0.20829255902208388, "loss_mask": 0.24867731612175703, "loss_rpn_cls": 0.038163841745699756, "loss_rpn_loc": 0.07374353296472691, "loss_sem_seg": 0.3179407976567745, "lr": 0.02, "mask_rcnn/accuracy": 0.8998807856475923, "mask_rcnn/false_negative": 0.08318335667601046, "mask_rcnn/false_positive": 0.11278592947973023, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5580322054956923, "total_loss": 1.122601684939582} {"data_time": 0.012520962998678442, "eta_seconds": 68634.03648687177, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.37411971830985913, "fast_rcnn/fg_cls_accuracy": 0.615045560500106, "iteration": 148699, "loss_box_reg": 0.24150767549872398, "loss_cls": 0.2104327754350379, "loss_mask": 0.26050097960978746, "loss_rpn_cls": 0.041249669884564355, "loss_rpn_loc": 0.06708395422901958, "loss_sem_seg": 0.2957109115086496, "lr": 0.02, "mask_rcnn/accuracy": 0.8940540332512316, "mask_rcnn/false_negative": 0.09917371461694958, "mask_rcnn/false_positive": 0.11612448734888507, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5607488594978349, "total_loss": 1.1230041565722786} {"data_time": 0.01172380550269736, "eta_seconds": 68638.0121874713, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.336734693877551, "fast_rcnn/fg_cls_accuracy": 0.5203738100766195, "iteration": 148719, "loss_box_reg": 0.2171578595880419, "loss_cls": 0.1947234938852489, "loss_mask": 0.2552684457041323, "loss_rpn_cls": 0.04481122155266348, "loss_rpn_loc": 0.0734371799044311, "loss_sem_seg": 0.32013531122356653, "lr": 0.02, "mask_rcnn/accuracy": 0.8797962642859207, "mask_rcnn/false_negative": 0.0951292833113013, "mask_rcnn/false_positive": 0.11772719044170614, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5789159215055406, "total_loss": 1.1443792182253674} {"data_time": 0.012651905504753813, "eta_seconds": 68647.47705874057, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.35205518018018017, "fast_rcnn/fg_cls_accuracy": 0.6047517065988488, "iteration": 148739, "loss_box_reg": 0.21794537897221744, "loss_cls": 0.19291959330439568, "loss_mask": 0.2553176642395556, "loss_rpn_cls": 0.04150317667517811, "loss_rpn_loc": 0.08563299983507022, "loss_sem_seg": 0.2880727290175855, "lr": 0.02, "mask_rcnn/accuracy": 0.9073771950640721, "mask_rcnn/false_negative": 0.08533682264024514, "mask_rcnn/false_positive": 0.09388441087209141, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5637761705074809, "total_loss": 1.1197696574381553} {"data_time": 0.01243475250521442, "eta_seconds": 68621.49881405638, "fast_rcnn/cls_accuracy": 0.91015625, "fast_rcnn/false_negative": 0.42226991896012195, "fast_rcnn/fg_cls_accuracy": 0.5305059523809523, "iteration": 148759, "loss_box_reg": 0.2393123907968402, "loss_cls": 0.22835138300433755, "loss_mask": 0.24252373864874244, "loss_rpn_cls": 0.048068390373373404, "loss_rpn_loc": 0.07454287772998214, "loss_sem_seg": 0.3173050186596811, "lr": 0.02, "mask_rcnn/accuracy": 0.8961098673826312, "mask_rcnn/false_negative": 0.10042516315466135, "mask_rcnn/false_positive": 0.11010643404273177, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.5655264395027189, "total_loss": 1.1735605984868016} {"data_time": 0.011798928506323136, "eta_seconds": 68607.81594235415, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.3766891891891892, "fast_rcnn/fg_cls_accuracy": 0.5226063829787233, "iteration": 148779, "loss_box_reg": 0.23423504969105124, "loss_cls": 0.22242097416892648, "loss_mask": 0.2529394216835499, "loss_rpn_cls": 0.04970860877074301, "loss_rpn_loc": 0.08034533867612481, "loss_sem_seg": 0.31134110363200307, "lr": 0.02, "mask_rcnn/accuracy": 0.9005556736583522, "mask_rcnn/false_negative": 0.09893517539169631, "mask_rcnn/false_positive": 0.1045741840563762, "roi_head/num_bg_samples": 456.75, "roi_head/num_fg_samples": 55.25, "rpn/num_neg_anchors": 237.0, "rpn/num_pos_anchors": 19.0, "time": 0.5637448560009943, "total_loss": 1.1921693676849827} {"data_time": 0.013034750998485833, "eta_seconds": 68568.51923054634, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3437189672293942, "fast_rcnn/fg_cls_accuracy": 0.6190789473684211, "iteration": 148799, "loss_box_reg": 0.21805782988667488, "loss_cls": 0.19841752666980028, "loss_mask": 0.24507108191028237, "loss_rpn_cls": 0.0393759980215691, "loss_rpn_loc": 0.06309948020498268, "loss_sem_seg": 0.3062910055741668, "lr": 0.02, "mask_rcnn/accuracy": 0.8988607551574779, "mask_rcnn/false_negative": 0.08590290360109246, "mask_rcnn/false_positive": 0.12858035587347247, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5581868799999938, "total_loss": 1.077539402700495} {"data_time": 0.01241283600393217, "eta_seconds": 68576.751972537, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.2687617260787992, "fast_rcnn/fg_cls_accuracy": 0.6712643678160919, "iteration": 148819, "loss_box_reg": 0.23390582902356982, "loss_cls": 0.2141719472128898, "loss_mask": 0.2545520197600126, "loss_rpn_cls": 0.04468805136275478, "loss_rpn_loc": 0.07560559487319551, "loss_sem_seg": 0.30953018367290497, "lr": 0.02, "mask_rcnn/accuracy": 0.9154716016986408, "mask_rcnn/false_negative": 0.08203389517397772, "mask_rcnn/false_positive": 0.09444438818172847, "roi_head/num_bg_samples": 457.5, "roi_head/num_fg_samples": 54.5, "rpn/num_neg_anchors": 238.0, "rpn/num_pos_anchors": 18.0, "time": 0.5695137079965207, "total_loss": 1.151397808425827} {"data_time": 0.013217150502896402, "eta_seconds": 68576.21941265649, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.3763841160748377, "fast_rcnn/fg_cls_accuracy": 0.5996670828131503, "iteration": 148839, "loss_box_reg": 0.22054294659756124, "loss_cls": 0.2061912938952446, "loss_mask": 0.25133051397278905, "loss_rpn_cls": 0.03934108746398124, "loss_rpn_loc": 0.0782176649372559, "loss_sem_seg": 0.3112089834176004, "lr": 0.02, "mask_rcnn/accuracy": 0.889163097334322, "mask_rcnn/false_negative": 0.08352206746430135, "mask_rcnn/false_positive": 0.14824952365071478, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.5758962355030235, "total_loss": 1.0973498540115543} {"data_time": 0.012908711003547069, "eta_seconds": 68568.43391226858, "fast_rcnn/cls_accuracy": 0.9140625, "fast_rcnn/false_negative": 0.38775033572721435, "fast_rcnn/fg_cls_accuracy": 0.524665632874588, "iteration": 148859, "loss_box_reg": 0.21873638313263655, "loss_cls": 0.21959171234630048, "loss_mask": 0.2679751324467361, "loss_rpn_cls": 0.04815404087275965, "loss_rpn_loc": 0.08521915937308222, "loss_sem_seg": 0.2840586546808481, "lr": 0.02, "mask_rcnn/accuracy": 0.864112487229815, "mask_rcnn/false_negative": 0.10438600010730681, "mask_rcnn/false_positive": 0.15040592558742016, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5596858650023933, "total_loss": 1.1411890120070893} {"data_time": 0.012426796994986944, "eta_seconds": 68706.28458789976, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.31474095394736845, "fast_rcnn/fg_cls_accuracy": 0.6536800986842105, "iteration": 148879, "loss_box_reg": 0.2370061269029975, "loss_cls": 0.21957786101847887, "loss_mask": 0.2579891486093402, "loss_rpn_cls": 0.044423222163459286, "loss_rpn_loc": 0.08418081130366772, "loss_sem_seg": 0.2884244518354535, "lr": 0.02, "mask_rcnn/accuracy": 0.873836278235817, "mask_rcnn/false_negative": 0.10687985341877057, "mask_rcnn/false_positive": 0.1302632939454261, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5753416689985897, "total_loss": 1.1323166220099665} {"data_time": 0.013538744999095798, "eta_seconds": 68670.03116633961, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.2791663961565929, "fast_rcnn/fg_cls_accuracy": 0.6561650221428017, "iteration": 148899, "loss_box_reg": 0.2304580956697464, "loss_cls": 0.20121689094230533, "loss_mask": 0.25416321493685246, "loss_rpn_cls": 0.04354937876632903, "loss_rpn_loc": 0.0756956750410609, "loss_sem_seg": 0.3131869398057461, "lr": 0.02, "mask_rcnn/accuracy": 0.9078457107928946, "mask_rcnn/false_negative": 0.0896251884403729, "mask_rcnn/false_positive": 0.08008811008294858, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5617180010012817, "total_loss": 1.107567768311128} {"data_time": 0.01129045350535307, "eta_seconds": 68689.55067323233, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.29298119028662417, "fast_rcnn/fg_cls_accuracy": 0.6364970645792564, "iteration": 148919, "loss_box_reg": 0.21575436904095113, "loss_cls": 0.18734614457935095, "loss_mask": 0.23696235287934542, "loss_rpn_cls": 0.03656973221586668, "loss_rpn_loc": 0.07528395982808433, "loss_sem_seg": 0.3338262215256691, "lr": 0.02, "mask_rcnn/accuracy": 0.8806034780046148, "mask_rcnn/false_negative": 0.10283452980794014, "mask_rcnn/false_positive": 0.10955524384357535, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5786843259993475, "total_loss": 1.0934779157723824} {"data_time": 0.0122880394992535, "eta_seconds": 68608.2079409582, "fast_rcnn/cls_accuracy": 0.91259765625, "fast_rcnn/false_negative": 0.41175523349436394, "fast_rcnn/fg_cls_accuracy": 0.5085728579225033, "iteration": 148939, "loss_box_reg": 0.23622912843711674, "loss_cls": 0.20929995039477944, "loss_mask": 0.2500468026846647, "loss_rpn_cls": 0.04612956850905903, "loss_rpn_loc": 0.07519355753902346, "loss_sem_seg": 0.2970234416425228, "lr": 0.02, "mask_rcnn/accuracy": 0.8810444559989601, "mask_rcnn/false_negative": 0.10482292501223298, "mask_rcnn/false_positive": 0.16095974748786812, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 206.75, "rpn/num_pos_anchors": 49.25, "time": 0.5666349784878548, "total_loss": 1.1411708642845042} {"data_time": 0.012056147505063564, "eta_seconds": 68596.87345537804, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.3921345112567683, "fast_rcnn/fg_cls_accuracy": 0.545141065830721, "iteration": 148959, "loss_box_reg": 0.23542056698352098, "loss_cls": 0.21161173889413476, "loss_mask": 0.2517444435507059, "loss_rpn_cls": 0.04049263137130765, "loss_rpn_loc": 0.06368581767310388, "loss_sem_seg": 0.3205315077211708, "lr": 0.02, "mask_rcnn/accuracy": 0.8835267143605128, "mask_rcnn/false_negative": 0.10418550742959598, "mask_rcnn/false_positive": 0.12807012209066743, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5766075315041235, "total_loss": 1.1410685004666448} {"data_time": 0.01204776250233408, "eta_seconds": 68491.84910960145, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.2819293478260869, "fast_rcnn/fg_cls_accuracy": 0.631785802014247, "iteration": 148979, "loss_box_reg": 0.23420956823974848, "loss_cls": 0.20942152966745198, "loss_mask": 0.24867361690849066, "loss_rpn_cls": 0.041422481888730545, "loss_rpn_loc": 0.07738524116575718, "loss_sem_seg": 0.34165604831650853, "lr": 0.02, "mask_rcnn/accuracy": 0.8882599378135092, "mask_rcnn/false_negative": 0.09470892796140062, "mask_rcnn/false_positive": 0.12720850935652697, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5562650970023242, "total_loss": 1.1141445313915028} {"data_time": 0.014436420002311934, "eta_seconds": 68475.92571651259, "fast_rcnn/cls_accuracy": 0.91162109375, "fast_rcnn/false_negative": 0.3732887490165224, "fast_rcnn/fg_cls_accuracy": 0.6150453629032258, "iteration": 148999, "loss_box_reg": 0.239148871274665, "loss_cls": 0.22169034322723746, "loss_mask": 0.250746326521039, "loss_rpn_cls": 0.04071693736477755, "loss_rpn_loc": 0.07682489353464916, "loss_sem_seg": 0.2667889930307865, "lr": 0.02, "mask_rcnn/accuracy": 0.8794430337399087, "mask_rcnn/false_negative": 0.10156479539358078, "mask_rcnn/false_positive": 0.16021764199397354, "roi_head/num_bg_samples": 430.25, "roi_head/num_fg_samples": 81.75, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.5647612560060224, "total_loss": 1.1238032395485789} {"data_time": 0.011163113005750347, "eta_seconds": 68463.57127263761, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.37973917093619003, "fast_rcnn/fg_cls_accuracy": 0.6066315789473684, "iteration": 149019, "loss_box_reg": 0.21397134149447083, "loss_cls": 0.20591126009821892, "loss_mask": 0.2492668037302792, "loss_rpn_cls": 0.03648023080313578, "loss_rpn_loc": 0.06608806364238262, "loss_sem_seg": 0.28211530670523643, "lr": 0.02, "mask_rcnn/accuracy": 0.879047936787825, "mask_rcnn/false_negative": 0.10081173465711138, "mask_rcnn/false_positive": 0.13833433863813882, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5648526104996563, "total_loss": 1.036946629988961} {"data_time": 0.01430106249608798, "eta_seconds": 68453.2892339326, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.35363201391909527, "fast_rcnn/fg_cls_accuracy": 0.6107781939242614, "iteration": 149039, "loss_box_reg": 0.23321041418239474, "loss_cls": 0.2019383020233363, "loss_mask": 0.24708897806704044, "loss_rpn_cls": 0.038120326469652355, "loss_rpn_loc": 0.07689308025874197, "loss_sem_seg": 0.31397911719977856, "lr": 0.02, "mask_rcnn/accuracy": 0.8793873102909642, "mask_rcnn/false_negative": 0.08844902103988836, "mask_rcnn/false_positive": 0.13195147050581058, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5670424960044329, "total_loss": 1.1331189471529797} {"data_time": 0.012668428498727735, "eta_seconds": 68441.97099264261, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.28698821339950376, "fast_rcnn/fg_cls_accuracy": 0.7028277502067826, "iteration": 149059, "loss_box_reg": 0.22864533471874893, "loss_cls": 0.20102546620182693, "loss_mask": 0.2484723124653101, "loss_rpn_cls": 0.038744362886063755, "loss_rpn_loc": 0.07397377045708708, "loss_sem_seg": 0.27344754384830594, "lr": 0.02, "mask_rcnn/accuracy": 0.8986696151469147, "mask_rcnn/false_negative": 0.08734912234825307, "mask_rcnn/false_positive": 0.10500688163452837, "roi_head/num_bg_samples": 424.0, "roi_head/num_fg_samples": 88.0, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5680390179986716, "total_loss": 1.0444380676199216} {"data_time": 0.012412465999659617, "eta_seconds": 68422.55932771767, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3160741528362073, "fast_rcnn/fg_cls_accuracy": 0.5786885245901638, "iteration": 149079, "loss_box_reg": 0.21923244488425553, "loss_cls": 0.1926855203928426, "loss_mask": 0.2563411444425583, "loss_rpn_cls": 0.04165229116915725, "loss_rpn_loc": 0.07932171082939021, "loss_sem_seg": 0.30771200126037, "lr": 0.02, "mask_rcnn/accuracy": 0.8825672976692672, "mask_rcnn/false_negative": 0.08647510466552809, "mask_rcnn/false_positive": 0.14448413460399176, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5596364270022605, "total_loss": 1.094930367602501} {"data_time": 0.013739057001657784, "eta_seconds": 68505.84866614417, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.2828217064357563, "fast_rcnn/fg_cls_accuracy": 0.6019669813282322, "iteration": 149099, "loss_box_reg": 0.24869262101128697, "loss_cls": 0.21155402110889554, "loss_mask": 0.2625525714829564, "loss_rpn_cls": 0.04621845576912165, "loss_rpn_loc": 0.08740527904592454, "loss_sem_seg": 0.2799494699575007, "lr": 0.02, "mask_rcnn/accuracy": 0.8845765602919451, "mask_rcnn/false_negative": 0.08157867197675585, "mask_rcnn/false_positive": 0.12481434627991013, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 0.5792111800037674, "total_loss": 1.15397222127649} {"data_time": 0.01189984298980562, "eta_seconds": 68419.89258587567, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.274294670846395, "fast_rcnn/fg_cls_accuracy": 0.6747565271446332, "iteration": 149119, "loss_box_reg": 0.21904618199914694, "loss_cls": 0.20608459995128214, "loss_mask": 0.2591248778626323, "loss_rpn_cls": 0.039848964486736804, "loss_rpn_loc": 0.07482995628379285, "loss_sem_seg": 0.30323520791716874, "lr": 0.02, "mask_rcnn/accuracy": 0.889502346901663, "mask_rcnn/false_negative": 0.09900267797157979, "mask_rcnn/false_positive": 0.11969792904309515, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5676672990011866, "total_loss": 1.0999234091723338} {"data_time": 0.01331689850485418, "eta_seconds": 68408.57237962558, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.319726623174899, "fast_rcnn/fg_cls_accuracy": 0.6337453358208955, "iteration": 149139, "loss_box_reg": 0.25558377942070365, "loss_cls": 0.21362355956807733, "loss_mask": 0.25913712847977877, "loss_rpn_cls": 0.04716696299146861, "loss_rpn_loc": 0.07968819263624027, "loss_sem_seg": 0.33694203617051244, "lr": 0.02, "mask_rcnn/accuracy": 0.8806535964050716, "mask_rcnn/false_negative": 0.10401048268444808, "mask_rcnn/false_positive": 0.1379264433030719, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5655658890027553, "total_loss": 1.2187249210546724} {"data_time": 0.012334008999459911, "eta_seconds": 68389.97808854123, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.3191611422743498, "fast_rcnn/fg_cls_accuracy": 0.6800481734243276, "iteration": 149159, "loss_box_reg": 0.22796609019860625, "loss_cls": 0.20224422973114997, "loss_mask": 0.25532767036929727, "loss_rpn_cls": 0.042845044015848543, "loss_rpn_loc": 0.08012868603691459, "loss_sem_seg": 0.2719416953623295, "lr": 0.02, "mask_rcnn/accuracy": 0.8813065724571616, "mask_rcnn/false_negative": 0.09644106828389273, "mask_rcnn/false_positive": 0.13039445353972043, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5549970755018876, "total_loss": 1.0685299940232653} {"data_time": 0.013165132993890438, "eta_seconds": 68424.26581123844, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.29099656357388315, "fast_rcnn/fg_cls_accuracy": 0.6628551628551629, "iteration": 149179, "loss_box_reg": 0.2541541187092662, "loss_cls": 0.2259602569974959, "loss_mask": 0.2517897430807352, "loss_rpn_cls": 0.04610291542485356, "loss_rpn_loc": 0.0812099730828777, "loss_sem_seg": 0.33524079085327685, "lr": 0.02, "mask_rcnn/accuracy": 0.8768669294064931, "mask_rcnn/false_negative": 0.10668363679785028, "mask_rcnn/false_positive": 0.1311169358935284, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5714147359904018, "total_loss": 1.2125753345317207} {"data_time": 0.011846560002595652, "eta_seconds": 68470.4605279945, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.31339844556021734, "fast_rcnn/fg_cls_accuracy": 0.6595713229859572, "iteration": 149199, "loss_box_reg": 0.22433436824940145, "loss_cls": 0.2074579168111086, "loss_mask": 0.25050830375403166, "loss_rpn_cls": 0.03545473288977519, "loss_rpn_loc": 0.06183507855166681, "loss_sem_seg": 0.3440222702920437, "lr": 0.02, "mask_rcnn/accuracy": 0.8916190328488716, "mask_rcnn/false_negative": 0.09021981049811817, "mask_rcnn/false_positive": 0.14108416258188575, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5747622859998955, "total_loss": 1.174292519921437} {"data_time": 0.012717694000457413, "eta_seconds": 68473.60663917089, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.36529761904761904, "fast_rcnn/fg_cls_accuracy": 0.5930299539170507, "iteration": 149219, "loss_box_reg": 0.21451830444857478, "loss_cls": 0.19079159200191498, "loss_mask": 0.24977712193503976, "loss_rpn_cls": 0.04443732551590074, "loss_rpn_loc": 0.07632639759685844, "loss_sem_seg": 0.3662594286724925, "lr": 0.02, "mask_rcnn/accuracy": 0.8917724693564062, "mask_rcnn/false_negative": 0.09418778633303965, "mask_rcnn/false_positive": 0.10783474990804769, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5675091500015697, "total_loss": 1.1404820407660736} {"data_time": 0.01291114649939118, "eta_seconds": 68447.78837775468, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.29854368932038833, "fast_rcnn/fg_cls_accuracy": 0.6473769374893545, "iteration": 149239, "loss_box_reg": 0.231723350007087, "loss_cls": 0.2166189425624907, "loss_mask": 0.24763918574899435, "loss_rpn_cls": 0.046121849853079766, "loss_rpn_loc": 0.07992050721077248, "loss_sem_seg": 0.3577382646035403, "lr": 0.02, "mask_rcnn/accuracy": 0.9046250182779687, "mask_rcnn/false_negative": 0.09087015494285221, "mask_rcnn/false_positive": 0.10261267678207053, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5619434454929433, "total_loss": 1.1725429974030703} {"data_time": 0.013083464502415154, "eta_seconds": 68436.45230263477, "fast_rcnn/cls_accuracy": 0.9111328125, "fast_rcnn/false_negative": 0.2935517071642726, "fast_rcnn/fg_cls_accuracy": 0.6192865105908585, "iteration": 149259, "loss_box_reg": 0.2559399548918009, "loss_cls": 0.2393145903479308, "loss_mask": 0.2576778745278716, "loss_rpn_cls": 0.04219193826429546, "loss_rpn_loc": 0.0907676710630767, "loss_sem_seg": 0.34651061659678817, "lr": 0.02, "mask_rcnn/accuracy": 0.8888808799322084, "mask_rcnn/false_negative": 0.0873515058766571, "mask_rcnn/false_positive": 0.11989103370548082, "roi_head/num_bg_samples": 421.0, "roi_head/num_fg_samples": 91.0, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5666563970007701, "total_loss": 1.2374517423086218} {"data_time": 0.01282168800389627, "eta_seconds": 68488.7220709289, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.34998804685632323, "fast_rcnn/fg_cls_accuracy": 0.6033459038754714, "iteration": 149279, "loss_box_reg": 0.2442489347886294, "loss_cls": 0.21546069718897343, "loss_mask": 0.26507588755339384, "loss_rpn_cls": 0.0479239470732864, "loss_rpn_loc": 0.07631488074548542, "loss_sem_seg": 0.31590123183559626, "lr": 0.02, "mask_rcnn/accuracy": 0.9010369940573382, "mask_rcnn/false_negative": 0.08257947911681392, "mask_rcnn/false_positive": 0.13178026069495014, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.5683163684952888, "total_loss": 1.1723322652978823} {"data_time": 0.012765672501700465, "eta_seconds": 68505.53131922797, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.3002846299810247, "fast_rcnn/fg_cls_accuracy": 0.6810661764705883, "iteration": 149299, "loss_box_reg": 0.2379634422250092, "loss_cls": 0.21423314977437258, "loss_mask": 0.2525597298517823, "loss_rpn_cls": 0.044992006151005626, "loss_rpn_loc": 0.09049188793869689, "loss_sem_seg": 0.30773417884483933, "lr": 0.02, "mask_rcnn/accuracy": 0.901653730858823, "mask_rcnn/false_negative": 0.08308939944208024, "mask_rcnn/false_positive": 0.10840013185708641, "roi_head/num_bg_samples": 464.0, "roi_head/num_fg_samples": 48.0, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5756695445015794, "total_loss": 1.1394285956339445} {"data_time": 0.012788107502274215, "eta_seconds": 68494.18004105808, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.2949768810424548, "fast_rcnn/fg_cls_accuracy": 0.6559826157816108, "iteration": 149319, "loss_box_reg": 0.2348404205404222, "loss_cls": 0.21277889050543308, "loss_mask": 0.251477574929595, "loss_rpn_cls": 0.047297487064497545, "loss_rpn_loc": 0.07148140628123656, "loss_sem_seg": 0.29434922663494945, "lr": 0.02, "mask_rcnn/accuracy": 0.8982256582703011, "mask_rcnn/false_negative": 0.07434514875004068, "mask_rcnn/false_positive": 0.12465998653498381, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5624917299937806, "total_loss": 1.0859474934695754} {"data_time": 0.012731258997519035, "eta_seconds": 68474.19257304992, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.34542665388302973, "fast_rcnn/fg_cls_accuracy": 0.6458496760510183, "iteration": 149339, "loss_box_reg": 0.22906317934393883, "loss_cls": 0.20452269399538636, "loss_mask": 0.24749000975862145, "loss_rpn_cls": 0.03884988243225962, "loss_rpn_loc": 0.0848443787836004, "loss_sem_seg": 0.33070254838094115, "lr": 0.02, "mask_rcnn/accuracy": 0.8655059371870426, "mask_rcnn/false_negative": 0.0975047941359459, "mask_rcnn/false_positive": 0.13804088722753582, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.5678748400023323, "total_loss": 1.1433180323801935} {"data_time": 0.01208145799319027, "eta_seconds": 68462.84272635993, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3389869461298033, "fast_rcnn/fg_cls_accuracy": 0.6260306917086578, "iteration": 149359, "loss_box_reg": 0.24625103105790913, "loss_cls": 0.2153475796803832, "loss_mask": 0.2526537710800767, "loss_rpn_cls": 0.03713854696252383, "loss_rpn_loc": 0.06690566422184929, "loss_sem_seg": 0.3186826128512621, "lr": 0.02, "mask_rcnn/accuracy": 0.8852833464638745, "mask_rcnn/false_negative": 0.10976151608667092, "mask_rcnn/false_positive": 0.1250355057526804, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5597406644956209, "total_loss": 1.145229891379131} {"data_time": 0.011774172504374292, "eta_seconds": 68468.71936766198, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.2524867724867725, "fast_rcnn/fg_cls_accuracy": 0.6914285714285714, "iteration": 149379, "loss_box_reg": 0.2352055818773806, "loss_cls": 0.19888540729880333, "loss_mask": 0.254067400470376, "loss_rpn_cls": 0.04150210990337655, "loss_rpn_loc": 0.07072595081990585, "loss_sem_seg": 0.27826266176998615, "lr": 0.02, "mask_rcnn/accuracy": 0.8934084882689173, "mask_rcnn/false_negative": 0.08529503381881645, "mask_rcnn/false_positive": 0.14693221947876345, "roi_head/num_bg_samples": 464.0, "roi_head/num_fg_samples": 48.0, "rpn/num_neg_anchors": 237.0, "rpn/num_pos_anchors": 19.0, "time": 0.56818585399742, "total_loss": 1.0961206991923973} {"data_time": 0.01186296450032387, "eta_seconds": 68457.36666467201, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.35690273419991037, "fast_rcnn/fg_cls_accuracy": 0.6295103092783505, "iteration": 149399, "loss_box_reg": 0.23594717169180512, "loss_cls": 0.21162387588992715, "loss_mask": 0.25218272348865867, "loss_rpn_cls": 0.05291427671909332, "loss_rpn_loc": 0.08337620017118752, "loss_sem_seg": 0.30075438413769007, "lr": 0.02, "mask_rcnn/accuracy": 0.897563603754755, "mask_rcnn/false_negative": 0.07643998218660894, "mask_rcnn/false_positive": 0.12294583813683874, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5642617285047891, "total_loss": 1.1586264477082295} {"data_time": 0.013553613003750797, "eta_seconds": 68459.65474818449, "fast_rcnn/cls_accuracy": 0.91064453125, "fast_rcnn/false_negative": 0.36044973544973546, "fast_rcnn/fg_cls_accuracy": 0.6289556962025317, "iteration": 149419, "loss_box_reg": 0.24124876176938415, "loss_cls": 0.221312933601439, "loss_mask": 0.26152376597747207, "loss_rpn_cls": 0.04581721968133934, "loss_rpn_loc": 0.07623736921232194, "loss_sem_seg": 0.28972506849095225, "lr": 0.02, "mask_rcnn/accuracy": 0.8845326160774831, "mask_rcnn/false_negative": 0.09317491366320838, "mask_rcnn/false_positive": 0.1380120165390688, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 200.75, "rpn/num_pos_anchors": 55.25, "time": 0.573370566497033, "total_loss": 1.1634282727900427} {"data_time": 0.012611490004928783, "eta_seconds": 68434.66125869207, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.2837853107344633, "fast_rcnn/fg_cls_accuracy": 0.6825898144492697, "iteration": 149439, "loss_box_reg": 0.2272935383953154, "loss_cls": 0.2209466863423586, "loss_mask": 0.24137038178741932, "loss_rpn_cls": 0.03373666829429567, "loss_rpn_loc": 0.06319612998049706, "loss_sem_seg": 0.32583226915448904, "lr": 0.02, "mask_rcnn/accuracy": 0.9100830179489636, "mask_rcnn/false_negative": 0.08829945828248018, "mask_rcnn/false_positive": 0.10079105103834984, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5763906170031987, "total_loss": 1.09987011620251} {"data_time": 0.013686594000319019, "eta_seconds": 68406.09349290997, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.4313117699910153, "fast_rcnn/fg_cls_accuracy": 0.5607815544490149, "iteration": 149459, "loss_box_reg": 0.2291255216114223, "loss_cls": 0.1924033521208912, "loss_mask": 0.24527134466916323, "loss_rpn_cls": 0.03824397607240826, "loss_rpn_loc": 0.08178746537305415, "loss_sem_seg": 0.3363789040595293, "lr": 0.02, "mask_rcnn/accuracy": 0.8651223181580324, "mask_rcnn/false_negative": 0.09205329320561992, "mask_rcnn/false_positive": 0.15717979889916073, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5591158160023042, "total_loss": 1.133476333343424} {"data_time": 0.012247860504430719, "eta_seconds": 68365.93261959749, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.307756197291081, "fast_rcnn/fg_cls_accuracy": 0.6276308866087872, "iteration": 149479, "loss_box_reg": 0.21991278149653226, "loss_cls": 0.2074400782585144, "loss_mask": 0.2580237491056323, "loss_rpn_cls": 0.04394328981288709, "loss_rpn_loc": 0.08382322170655243, "loss_sem_seg": 0.31350864050909877, "lr": 0.02, "mask_rcnn/accuracy": 0.8977278411364547, "mask_rcnn/false_negative": 0.08418246332467663, "mask_rcnn/false_positive": 0.1277501448179162, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5533217135016457, "total_loss": 1.1540353785967454} {"data_time": 0.012408468493958935, "eta_seconds": 68359.8316967873, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.3429340243173211, "fast_rcnn/fg_cls_accuracy": 0.6314655172413793, "iteration": 149499, "loss_box_reg": 0.22719864221289754, "loss_cls": 0.20437147375196218, "loss_mask": 0.24864600412547588, "loss_rpn_cls": 0.04583342224941589, "loss_rpn_loc": 0.06862475341768004, "loss_sem_seg": 0.28889555926434696, "lr": 0.02, "mask_rcnn/accuracy": 0.8891565353618925, "mask_rcnn/false_negative": 0.09346932544828057, "mask_rcnn/false_positive": 0.12198691951485444, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5687973820022307, "total_loss": 1.1031951277109329} {"data_time": 0.012681434498517774, "eta_seconds": 68289.08332607598, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.35381155303030304, "fast_rcnn/fg_cls_accuracy": 0.6075642538347099, "iteration": 149519, "loss_box_reg": 0.2395672732964158, "loss_cls": 0.21299281902611256, "loss_mask": 0.25349987111985683, "loss_rpn_cls": 0.04088077193591744, "loss_rpn_loc": 0.0815220880904235, "loss_sem_seg": 0.2841992318863049, "lr": 0.02, "mask_rcnn/accuracy": 0.8839613155987479, "mask_rcnn/false_negative": 0.0981938063213822, "mask_rcnn/false_positive": 0.12601950565008782, "roi_head/num_bg_samples": 431.25, "roi_head/num_fg_samples": 80.75, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.5663821599955554, "total_loss": 1.1711093333433382} {"data_time": 0.011704281496349722, "eta_seconds": 68267.45680920442, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.41181657848324515, "fast_rcnn/fg_cls_accuracy": 0.5498652291105122, "iteration": 149539, "loss_box_reg": 0.23901595873758197, "loss_cls": 0.2181545125786215, "loss_mask": 0.24384588934481144, "loss_rpn_cls": 0.04645791894290596, "loss_rpn_loc": 0.08656383596826345, "loss_sem_seg": 0.3522606357000768, "lr": 0.02, "mask_rcnn/accuracy": 0.8960069752858919, "mask_rcnn/false_negative": 0.09361877674739336, "mask_rcnn/false_positive": 0.12003457928931259, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5662944829964545, "total_loss": 1.2174697303562425} {"data_time": 0.012396457997965626, "eta_seconds": 68214.16868807754, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.28485497692814765, "fast_rcnn/fg_cls_accuracy": 0.6486529571178066, "iteration": 149559, "loss_box_reg": 0.19669962394982576, "loss_cls": 0.1942163900239393, "loss_mask": 0.25159963266924024, "loss_rpn_cls": 0.032321060221875086, "loss_rpn_loc": 0.06921794405207038, "loss_sem_seg": 0.3044985306914896, "lr": 0.02, "mask_rcnn/accuracy": 0.8995809196370548, "mask_rcnn/false_negative": 0.08739111605922453, "mask_rcnn/false_positive": 0.10196972849972266, "roi_head/num_bg_samples": 459.5, "roi_head/num_fg_samples": 52.5, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5538489424943691, "total_loss": 1.0855887132056523} {"data_time": 0.012869525504356716, "eta_seconds": 68171.22493530533, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.3313253012048193, "fast_rcnn/fg_cls_accuracy": 0.645386402027027, "iteration": 149579, "loss_box_reg": 0.2344780913554132, "loss_cls": 0.19129698141478002, "loss_mask": 0.2515488723292947, "loss_rpn_cls": 0.04148278651700821, "loss_rpn_loc": 0.06935769750270993, "loss_sem_seg": 0.28655462013557553, "lr": 0.02, "mask_rcnn/accuracy": 0.8930695618090987, "mask_rcnn/false_negative": 0.0830326744412356, "mask_rcnn/false_positive": 0.11859247890296254, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 234.75, "rpn/num_pos_anchors": 21.25, "time": 0.556257745003677, "total_loss": 1.0957758343138266} {"data_time": 0.012695231504039839, "eta_seconds": 68200.75833672134, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.2795180722891566, "fast_rcnn/fg_cls_accuracy": 0.6659274193548387, "iteration": 149599, "loss_box_reg": 0.23232775926589966, "loss_cls": 0.1993817058391869, "loss_mask": 0.2451569801196456, "loss_rpn_cls": 0.041886513179633766, "loss_rpn_loc": 0.08090699015883729, "loss_sem_seg": 0.3351252512075007, "lr": 0.02, "mask_rcnn/accuracy": 0.90289012463363, "mask_rcnn/false_negative": 0.07453437505562804, "mask_rcnn/false_positive": 0.11738387791980967, "roi_head/num_bg_samples": 457.75, "roi_head/num_fg_samples": 54.25, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5678151384927332, "total_loss": 1.1119244095461909} {"data_time": 0.012157132005086169, "eta_seconds": 68230.42009459155, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.27989324904580154, "fast_rcnn/fg_cls_accuracy": 0.6697330447330447, "iteration": 149619, "loss_box_reg": 0.23985021002590656, "loss_cls": 0.22223209985531867, "loss_mask": 0.2582887578755617, "loss_rpn_cls": 0.04524742170906393, "loss_rpn_loc": 0.09860906843096018, "loss_sem_seg": 0.29681914299726486, "lr": 0.02, "mask_rcnn/accuracy": 0.8871487285390347, "mask_rcnn/false_negative": 0.0830465804494708, "mask_rcnn/false_positive": 0.1573535126925115, "roi_head/num_bg_samples": 426.75, "roi_head/num_fg_samples": 85.25, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5709762659971602, "total_loss": 1.1932879862652044} {"data_time": 0.012375682003039401, "eta_seconds": 68219.08434890168, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.3326978939724038, "fast_rcnn/fg_cls_accuracy": 0.6105044990395309, "iteration": 149639, "loss_box_reg": 0.24326907796785235, "loss_cls": 0.2296968991868198, "loss_mask": 0.25884390622377396, "loss_rpn_cls": 0.0469156862818636, "loss_rpn_loc": 0.08261564606800675, "loss_sem_seg": 0.284413720946759, "lr": 0.02, "mask_rcnn/accuracy": 0.8930548991359937, "mask_rcnn/false_negative": 0.09151069730746358, "mask_rcnn/false_positive": 0.12061158219104645, "roi_head/num_bg_samples": 429.5, "roi_head/num_fg_samples": 82.5, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.5775486514976365, "total_loss": 1.1657933943351964} {"data_time": 0.012147981993621215, "eta_seconds": 68207.74860321182, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.3507423117709438, "fast_rcnn/fg_cls_accuracy": 0.6259051067073171, "iteration": 149659, "loss_box_reg": 0.22551529994234443, "loss_cls": 0.21031831274740398, "loss_mask": 0.24446542002260685, "loss_rpn_cls": 0.045712175604421645, "loss_rpn_loc": 0.07604532554978505, "loss_sem_seg": 0.29248365806415677, "lr": 0.02, "mask_rcnn/accuracy": 0.9077901568790782, "mask_rcnn/false_negative": 0.07030064556913929, "mask_rcnn/false_positive": 0.12714565013664186, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.5621191170066595, "total_loss": 1.120696226353175} {"data_time": 0.012265859004401136, "eta_seconds": 68223.40609278501, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.3160682454800102, "fast_rcnn/fg_cls_accuracy": 0.6612021857923497, "iteration": 149679, "loss_box_reg": 0.23737010057084262, "loss_cls": 0.20415833313018084, "loss_mask": 0.252038745675236, "loss_rpn_cls": 0.045332164387218654, "loss_rpn_loc": 0.08373970509273931, "loss_sem_seg": 0.31994127249345183, "lr": 0.02, "mask_rcnn/accuracy": 0.8940175264096584, "mask_rcnn/false_negative": 0.0761573757074629, "mask_rcnn/false_positive": 0.12080195791080647, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.5697632370065548, "total_loss": 1.1810829287460365} {"data_time": 0.012153347001003567, "eta_seconds": 68232.2111049294, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.3523002421307506, "fast_rcnn/fg_cls_accuracy": 0.5611049107142857, "iteration": 149699, "loss_box_reg": 0.2393527664244175, "loss_cls": 0.2249194523319602, "loss_mask": 0.2631790838204324, "loss_rpn_cls": 0.04224589865771122, "loss_rpn_loc": 0.07202652806881815, "loss_sem_seg": 0.30939214606769383, "lr": 0.02, "mask_rcnn/accuracy": 0.8848254781831671, "mask_rcnn/false_negative": 0.08019573360883193, "mask_rcnn/false_positive": 0.11847322589709011, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5689749024968478, "total_loss": 1.1566885989159346} {"data_time": 0.012819150506402366, "eta_seconds": 68200.72562766494, "fast_rcnn/cls_accuracy": 0.9111328125, "fast_rcnn/false_negative": 0.3604911223698024, "fast_rcnn/fg_cls_accuracy": 0.6270499355076469, "iteration": 149719, "loss_box_reg": 0.23605822841636837, "loss_cls": 0.21024017874151468, "loss_mask": 0.257392187602818, "loss_rpn_cls": 0.04490852076560259, "loss_rpn_loc": 0.0787106403731741, "loss_sem_seg": 0.3410227303393185, "lr": 0.02, "mask_rcnn/accuracy": 0.8854627546401247, "mask_rcnn/false_negative": 0.1015726403491109, "mask_rcnn/false_positive": 0.1364722793399578, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.5665120259945979, "total_loss": 1.227122681651963} {"data_time": 0.012366089504212141, "eta_seconds": 68243.1828305776, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.2974846755442824, "fast_rcnn/fg_cls_accuracy": 0.6548872180451129, "iteration": 149739, "loss_box_reg": 0.26336781214922667, "loss_cls": 0.25701286806724966, "loss_mask": 0.2518741823732853, "loss_rpn_cls": 0.04507591685978696, "loss_rpn_loc": 0.08172259712591767, "loss_sem_seg": 0.3112629768438637, "lr": 0.02, "mask_rcnn/accuracy": 0.9004035894422815, "mask_rcnn/false_negative": 0.07363807822575218, "mask_rcnn/false_positive": 0.10840320595542785, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5854059955017874, "total_loss": 1.243967008718755} {"data_time": 0.012493883492425084, "eta_seconds": 68231.83365123757, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.36233552631578947, "fast_rcnn/fg_cls_accuracy": 0.61875, "iteration": 149759, "loss_box_reg": 0.23336389288306236, "loss_cls": 0.21727582160383463, "loss_mask": 0.2632441692985594, "loss_rpn_cls": 0.04836252849781886, "loss_rpn_loc": 0.09539978159591556, "loss_sem_seg": 0.3441657451912761, "lr": 0.02, "mask_rcnn/accuracy": 0.8732143564188425, "mask_rcnn/false_negative": 0.11776690593119357, "mask_rcnn/false_positive": 0.14445193871022138, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5615271360002225, "total_loss": 1.1599106394787668} {"data_time": 0.013458992005325854, "eta_seconds": 68220.48447189754, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.37495103799451623, "fast_rcnn/fg_cls_accuracy": 0.5863354037267081, "iteration": 149779, "loss_box_reg": 0.23220833344385028, "loss_cls": 0.2078612633049488, "loss_mask": 0.2532130256295204, "loss_rpn_cls": 0.04056528373621404, "loss_rpn_loc": 0.05837322596926242, "loss_sem_seg": 0.32794544380158186, "lr": 0.02, "mask_rcnn/accuracy": 0.902687922676402, "mask_rcnn/false_negative": 0.09066097489341915, "mask_rcnn/false_positive": 0.11269053205278498, "roi_head/num_bg_samples": 465.75, "roi_head/num_fg_samples": 46.25, "rpn/num_neg_anchors": 236.0, "rpn/num_pos_anchors": 20.0, "time": 0.5633362725056941, "total_loss": 1.1670849762740545} {"data_time": 0.012530606996733695, "eta_seconds": 68209.1352925575, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3504464285714286, "fast_rcnn/fg_cls_accuracy": 0.6079545454545454, "iteration": 149799, "loss_box_reg": 0.2369043524377048, "loss_cls": 0.21876011416316032, "loss_mask": 0.2402669144794345, "loss_rpn_cls": 0.051174486899981275, "loss_rpn_loc": 0.08069759019417688, "loss_sem_seg": 0.31119513465091586, "lr": 0.02, "mask_rcnn/accuracy": 0.8969842819940477, "mask_rcnn/false_negative": 0.0905951024348543, "mask_rcnn/false_positive": 0.1228432557301172, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5543627954903059, "total_loss": 1.1750702666467987} {"data_time": 0.012571902501804288, "eta_seconds": 68144.02446486478, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.33217592592592593, "fast_rcnn/fg_cls_accuracy": 0.6198664651045603, "iteration": 149819, "loss_box_reg": 0.22660705959424376, "loss_cls": 0.2066135285422206, "loss_mask": 0.25771297002211213, "loss_rpn_cls": 0.051159490074496716, "loss_rpn_loc": 0.088916628039442, "loss_sem_seg": 0.28073678258806467, "lr": 0.02, "mask_rcnn/accuracy": 0.8878547141622012, "mask_rcnn/false_negative": 0.1115976635589298, "mask_rcnn/false_positive": 0.10173102546191415, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5617237405022024, "total_loss": 1.124199092395429} {"data_time": 0.012411680494551547, "eta_seconds": 68055.5850891979, "fast_rcnn/cls_accuracy": 0.9140625, "fast_rcnn/false_negative": 0.37228990295271525, "fast_rcnn/fg_cls_accuracy": 0.5633772309824987, "iteration": 149839, "loss_box_reg": 0.23530915612354875, "loss_cls": 0.21785016637295485, "loss_mask": 0.25422963686287403, "loss_rpn_cls": 0.045453723636455834, "loss_rpn_loc": 0.07555779156973585, "loss_sem_seg": 0.30640673637390137, "lr": 0.02, "mask_rcnn/accuracy": 0.8665212292188671, "mask_rcnn/false_negative": 0.10410678173140633, "mask_rcnn/false_positive": 0.1453135332887754, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 206.75, "rpn/num_pos_anchors": 49.25, "time": 0.5550016770066577, "total_loss": 1.1395616782829165} {"data_time": 0.012184906998299994, "eta_seconds": 68042.91967863297, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.2704628035953337, "fast_rcnn/fg_cls_accuracy": 0.6219086873811033, "iteration": 149859, "loss_box_reg": 0.2259150156751275, "loss_cls": 0.19787794491276145, "loss_mask": 0.2452555112540722, "loss_rpn_cls": 0.04547124993405305, "loss_rpn_loc": 0.07855486523476429, "loss_sem_seg": 0.2963573019951582, "lr": 0.02, "mask_rcnn/accuracy": 0.8984552154195011, "mask_rcnn/false_negative": 0.0918594515349151, "mask_rcnn/false_positive": 0.1100850968564431, "roi_head/num_bg_samples": 431.75, "roi_head/num_fg_samples": 80.25, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.55859200249688, "total_loss": 1.1089972527552163} {"data_time": 0.012441188504453748, "eta_seconds": 67989.99045518067, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3613247863247863, "fast_rcnn/fg_cls_accuracy": 0.5930533439490446, "iteration": 149879, "loss_box_reg": 0.24432375747710466, "loss_cls": 0.2241540178656578, "loss_mask": 0.2717326423153281, "loss_rpn_cls": 0.047480185341555625, "loss_rpn_loc": 0.08637352054938674, "loss_sem_seg": 0.30466025276109576, "lr": 0.02, "mask_rcnn/accuracy": 0.8891795706588232, "mask_rcnn/false_negative": 0.1065109156881251, "mask_rcnn/false_positive": 0.12267281499361335, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5581935814989265, "total_loss": 1.1766640554415062} {"data_time": 0.013363847494474612, "eta_seconds": 68007.11870865336, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.316008316008316, "fast_rcnn/fg_cls_accuracy": 0.6474535760250046, "iteration": 149899, "loss_box_reg": 0.23624982871115208, "loss_cls": 0.21985149243846536, "loss_mask": 0.247109510935843, "loss_rpn_cls": 0.042821164322958793, "loss_rpn_loc": 0.07729458442190662, "loss_sem_seg": 0.30109220230951905, "lr": 0.02, "mask_rcnn/accuracy": 0.8866749781059464, "mask_rcnn/false_negative": 0.10529402941261762, "mask_rcnn/false_positive": 0.11683835438482842, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5824594919977244, "total_loss": 1.1418716822372517} {"data_time": 0.012873202504124492, "eta_seconds": 68010.27548951801, "fast_rcnn/cls_accuracy": 0.9130859375, "fast_rcnn/false_negative": 0.370703125, "fast_rcnn/fg_cls_accuracy": 0.5859906462585034, "iteration": 149919, "loss_box_reg": 0.2386496113613248, "loss_cls": 0.21500781271606684, "loss_mask": 0.2575197350233793, "loss_rpn_cls": 0.0410503814346157, "loss_rpn_loc": 0.07381965138483793, "loss_sem_seg": 0.3344515417702496, "lr": 0.02, "mask_rcnn/accuracy": 0.8817788458283113, "mask_rcnn/false_negative": 0.11014334881544885, "mask_rcnn/false_positive": 0.12682530705664674, "roi_head/num_bg_samples": 432.75, "roi_head/num_fg_samples": 79.25, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.5807709004948265, "total_loss": 1.1759161170193693} {"data_time": 0.012528798004495911, "eta_seconds": 67998.94808959804, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.3863668037070588, "fast_rcnn/fg_cls_accuracy": 0.575892660590851, "iteration": 149939, "loss_box_reg": 0.23537413217127323, "loss_cls": 0.22007764782756567, "loss_mask": 0.2514112740755081, "loss_rpn_cls": 0.042272204969776794, "loss_rpn_loc": 0.08279868237150367, "loss_sem_seg": 0.30686255311593413, "lr": 0.02, "mask_rcnn/accuracy": 0.8737872824643556, "mask_rcnn/false_negative": 0.08735566206515355, "mask_rcnn/false_positive": 0.15019927967760952, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5722768060004455, "total_loss": 1.1749803653219715} {"data_time": 0.012156616503489204, "eta_seconds": 67986.28379273337, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.3888676966113548, "fast_rcnn/fg_cls_accuracy": 0.5899853612331007, "iteration": 149959, "loss_box_reg": 0.2378266575979069, "loss_cls": 0.20547711569815874, "loss_mask": 0.24466233095154166, "loss_rpn_cls": 0.038062843843363225, "loss_rpn_loc": 0.061966370820300654, "loss_sem_seg": 0.32022222597151995, "lr": 0.02, "mask_rcnn/accuracy": 0.8902816764509213, "mask_rcnn/false_negative": 0.08569232973555879, "mask_rcnn/false_positive": 0.1305797700362478, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5659422445023665, "total_loss": 1.1059328879709938} {"data_time": 0.013047188993368763, "eta_seconds": 68005.18702508506, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.34203747946841867, "fast_rcnn/fg_cls_accuracy": 0.6052246603970741, "iteration": 149979, "loss_box_reg": 0.2292081848718226, "loss_cls": 0.19709645700640976, "loss_mask": 0.25372875574976206, "loss_rpn_cls": 0.04480938566848636, "loss_rpn_loc": 0.07395334797911346, "loss_sem_seg": 0.30853764107450843, "lr": 0.02, "mask_rcnn/accuracy": 0.8890292610688343, "mask_rcnn/false_negative": 0.09392981594336293, "mask_rcnn/false_positive": 0.12064762975920501, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.568195513500541, "total_loss": 1.0957854084554128} {"data_time": 0.01201886649505468, "eta_seconds": 68029.42958726469, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.2826086956521739, "fast_rcnn/fg_cls_accuracy": 0.6330398630471998, "iteration": 149999, "loss_box_reg": 0.24771246267482638, "loss_cls": 0.21143066883087158, "loss_mask": 0.2617534943856299, "loss_rpn_cls": 0.04611170571297407, "loss_rpn_loc": 0.07753944955766201, "loss_sem_seg": 0.3041764055378735, "lr": 0.02, "mask_rcnn/accuracy": 0.9025091405398769, "mask_rcnn/false_negative": 0.08236782178974088, "mask_rcnn/false_positive": 0.0977168170223422, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 0.5731728985047084, "total_loss": 1.1793017353047617} {"data_time": 0.013016195996897295, "eta_seconds": 67999.78474208631, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.3025974025974026, "fast_rcnn/fg_cls_accuracy": 0.6204206241519674, "iteration": 150019, "loss_box_reg": 0.23514690482988954, "loss_cls": 0.2274430722463876, "loss_mask": 0.25296642910689116, "loss_rpn_cls": 0.04483058977348264, "loss_rpn_loc": 0.08056459308136255, "loss_sem_seg": 0.3265751232393086, "lr": 0.02, "mask_rcnn/accuracy": 0.883869257579575, "mask_rcnn/false_negative": 0.0908861772344816, "mask_rcnn/false_positive": 0.11787411165534442, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.5592949214988039, "total_loss": 1.151166558272962} {"data_time": 0.012725823995424435, "eta_seconds": 67988.44964990637, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.37276365348399243, "fast_rcnn/fg_cls_accuracy": 0.5968673581246311, "iteration": 150039, "loss_box_reg": 0.23260132456198335, "loss_cls": 0.22502831742167473, "loss_mask": 0.25402273889631033, "loss_rpn_cls": 0.04741692711832002, "loss_rpn_loc": 0.08789840684039518, "loss_sem_seg": 0.34995191590860486, "lr": 0.02, "mask_rcnn/accuracy": 0.8878096110238967, "mask_rcnn/false_negative": 0.08760789513996307, "mask_rcnn/false_positive": 0.13222545812675968, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.567014543004916, "total_loss": 1.1633012844540644} {"data_time": 0.0135376414982602, "eta_seconds": 67977.11455772643, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.27401089956826385, "fast_rcnn/fg_cls_accuracy": 0.6564976689976689, "iteration": 150059, "loss_box_reg": 0.23762905912008137, "loss_cls": 0.20058037107810378, "loss_mask": 0.24713329132646322, "loss_rpn_cls": 0.03673966432688758, "loss_rpn_loc": 0.06962655240204185, "loss_sem_seg": 0.29586741188541055, "lr": 0.02, "mask_rcnn/accuracy": 0.9063111853388184, "mask_rcnn/false_negative": 0.08839051010659248, "mask_rcnn/false_positive": 0.09267281675749325, "roi_head/num_bg_samples": 455.5, "roi_head/num_fg_samples": 56.5, "rpn/num_neg_anchors": 242.25, "rpn/num_pos_anchors": 13.75, "time": 0.5706733690021792, "total_loss": 1.1326662727078656} {"data_time": 0.012213394496939145, "eta_seconds": 67976.77855962486, "fast_rcnn/cls_accuracy": 0.91162109375, "fast_rcnn/false_negative": 0.30373482726423906, "fast_rcnn/fg_cls_accuracy": 0.6108196256381169, "iteration": 150079, "loss_box_reg": 0.23287467658519745, "loss_cls": 0.21178198140114546, "loss_mask": 0.2459382377564907, "loss_rpn_cls": 0.03823273487796541, "loss_rpn_loc": 0.07812113262480125, "loss_sem_seg": 0.3313292427919805, "lr": 0.02, "mask_rcnn/accuracy": 0.8887281018602131, "mask_rcnn/false_negative": 0.0982011054406685, "mask_rcnn/false_positive": 0.1177195680047937, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5699401495003258, "total_loss": 1.1802429025119636} {"data_time": 0.012160247497376986, "eta_seconds": 67910.87073227802, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.38594154642989276, "fast_rcnn/fg_cls_accuracy": 0.5971196771978022, "iteration": 150099, "loss_box_reg": 0.23016350576654077, "loss_cls": 0.21152987703680992, "loss_mask": 0.2506662430241704, "loss_rpn_cls": 0.040818076726282015, "loss_rpn_loc": 0.07357538241194561, "loss_sem_seg": 0.3170537182595581, "lr": 0.02, "mask_rcnn/accuracy": 0.8854805003035269, "mask_rcnn/false_negative": 0.09985851955004332, "mask_rcnn/false_positive": 0.13440306759337262, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5667217994923703, "total_loss": 1.0892356557087624} {"data_time": 0.012579113499668892, "eta_seconds": 67925.86152218547, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.354491341991342, "fast_rcnn/fg_cls_accuracy": 0.602734375, "iteration": 150119, "loss_box_reg": 0.23432379495352507, "loss_cls": 0.2022804069565609, "loss_mask": 0.25877561001107097, "loss_rpn_cls": 0.049265444511547685, "loss_rpn_loc": 0.08323580195428804, "loss_sem_seg": 0.3347734152339399, "lr": 0.02, "mask_rcnn/accuracy": 0.8767729477057511, "mask_rcnn/false_negative": 0.1095064537259482, "mask_rcnn/false_positive": 0.12693938786213377, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.5720546919983462, "total_loss": 1.1923829462757567} {"data_time": 0.012105663008696865, "eta_seconds": 68009.4540059198, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.3141753748296229, "fast_rcnn/fg_cls_accuracy": 0.6210106382978724, "iteration": 150139, "loss_box_reg": 0.2569244345650077, "loss_cls": 0.23816310241818428, "loss_mask": 0.2575803492218256, "loss_rpn_cls": 0.046059976586548146, "loss_rpn_loc": 0.07904685288667679, "loss_sem_seg": 0.3522605737671256, "lr": 0.02, "mask_rcnn/accuracy": 0.9073224670223671, "mask_rcnn/false_negative": 0.09186054826031534, "mask_rcnn/false_positive": 0.10339930111934649, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 236.0, "rpn/num_pos_anchors": 20.0, "time": 0.5875014544944861, "total_loss": 1.2610128265223466} {"data_time": 0.012978650003788061, "eta_seconds": 67931.43085334514, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.34799424972617743, "fast_rcnn/fg_cls_accuracy": 0.5859319631467045, "iteration": 150159, "loss_box_reg": 0.19587583863176405, "loss_cls": 0.18819779658224434, "loss_mask": 0.26234362507238984, "loss_rpn_cls": 0.04137109231669456, "loss_rpn_loc": 0.07172434519452509, "loss_sem_seg": 0.2815473380032927, "lr": 0.02, "mask_rcnn/accuracy": 0.8931352196955729, "mask_rcnn/false_negative": 0.09949322824820714, "mask_rcnn/false_positive": 0.11377568494222326, "roi_head/num_bg_samples": 467.5, "roi_head/num_fg_samples": 44.5, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.557181883501471, "total_loss": 1.0981652260670671} {"data_time": 0.013204194001446012, "eta_seconds": 67909.10400464677, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3217975402081362, "fast_rcnn/fg_cls_accuracy": 0.591326105087573, "iteration": 150179, "loss_box_reg": 0.23454617895185947, "loss_cls": 0.22251908713951707, "loss_mask": 0.2487055603414774, "loss_rpn_cls": 0.0384586391155608, "loss_rpn_loc": 0.07321354761370458, "loss_sem_seg": 0.34820174891501665, "lr": 0.02, "mask_rcnn/accuracy": 0.8993525692910973, "mask_rcnn/false_negative": 0.07867272622489557, "mask_rcnn/false_positive": 0.13243012926306025, "roi_head/num_bg_samples": 455.5, "roi_head/num_fg_samples": 56.5, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.568318071498652, "total_loss": 1.1644489926984534} {"data_time": 0.01347930749761872, "eta_seconds": 67837.24388985422, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.43026755852842813, "fast_rcnn/fg_cls_accuracy": 0.4803880803880804, "iteration": 150199, "loss_box_reg": 0.2119509819895029, "loss_cls": 0.2064102692529559, "loss_mask": 0.261597721837461, "loss_rpn_cls": 0.04023348096234258, "loss_rpn_loc": 0.06927240735967644, "loss_sem_seg": 0.29187318636104465, "lr": 0.02, "mask_rcnn/accuracy": 0.8942318286010056, "mask_rcnn/false_negative": 0.09147529746804736, "mask_rcnn/false_positive": 0.12064377548047847, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 236.5, "rpn/num_pos_anchors": 19.5, "time": 0.5387203825011966, "total_loss": 1.0780208362266421} {"data_time": 0.012131353498261888, "eta_seconds": 67798.60128777109, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.32224971450323564, "fast_rcnn/fg_cls_accuracy": 0.6394612841972009, "iteration": 150219, "loss_box_reg": 0.24068213894497603, "loss_cls": 0.23424934153445065, "loss_mask": 0.24443235248327255, "loss_rpn_cls": 0.043059286355855875, "loss_rpn_loc": 0.06951117826974951, "loss_sem_seg": 0.34156543482095003, "lr": 0.02, "mask_rcnn/accuracy": 0.8871681697028563, "mask_rcnn/false_negative": 0.10438062479662333, "mask_rcnn/false_positive": 0.11303444029510923, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5620728854992194, "total_loss": 1.226007560340804} {"data_time": 0.013009006506763399, "eta_seconds": 67798.206836884, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.27907894736842104, "fast_rcnn/fg_cls_accuracy": 0.6903203393549331, "iteration": 150239, "loss_box_reg": 0.23292218893766403, "loss_cls": 0.21456606639549136, "loss_mask": 0.25101573346182704, "loss_rpn_cls": 0.041816767101408914, "loss_rpn_loc": 0.06979509798111394, "loss_sem_seg": 0.2990089152008295, "lr": 0.02, "mask_rcnn/accuracy": 0.9031730242160437, "mask_rcnn/false_negative": 0.10248571005694317, "mask_rcnn/false_positive": 0.10367724535126446, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5673041999980342, "total_loss": 1.1345572203281336} {"data_time": 0.012335426494246349, "eta_seconds": 67803.26892609439, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.36970659407138534, "fast_rcnn/fg_cls_accuracy": 0.594541910331384, "iteration": 150259, "loss_box_reg": 0.23498739709611982, "loss_cls": 0.20982547802850604, "loss_mask": 0.2580421008169651, "loss_rpn_cls": 0.037219367921352386, "loss_rpn_loc": 0.06944597762776539, "loss_sem_seg": 0.29189019836485386, "lr": 0.02, "mask_rcnn/accuracy": 0.8877007542147293, "mask_rcnn/false_negative": 0.10839240807685566, "mask_rcnn/false_positive": 0.12261453597810783, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5686835980013711, "total_loss": 1.0948297493741848} {"data_time": 0.011692496998875868, "eta_seconds": 67764.64000779124, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.36212270341207353, "fast_rcnn/fg_cls_accuracy": 0.6337679693708012, "iteration": 150279, "loss_box_reg": 0.22604913637042046, "loss_cls": 0.20978154730983078, "loss_mask": 0.2525036954320967, "loss_rpn_cls": 0.04644068609923124, "loss_rpn_loc": 0.06929307320388034, "loss_sem_seg": 0.32006983598694205, "lr": 0.02, "mask_rcnn/accuracy": 0.8987339564732143, "mask_rcnn/false_negative": 0.09391898678977326, "mask_rcnn/false_positive": 0.11327438750202462, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5556009594947682, "total_loss": 1.143839891301468} {"data_time": 0.01223498850595206, "eta_seconds": 67717.33039757304, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3333333333333333, "fast_rcnn/fg_cls_accuracy": 0.646507906626506, "iteration": 150299, "loss_box_reg": 0.24288911232724786, "loss_cls": 0.23605848872102797, "loss_mask": 0.2622310984879732, "loss_rpn_cls": 0.043629253617837094, "loss_rpn_loc": 0.06426322757033631, "loss_sem_seg": 0.32486855750903487, "lr": 0.02, "mask_rcnn/accuracy": 0.8927230966275818, "mask_rcnn/false_negative": 0.08861405021497981, "mask_rcnn/false_positive": 0.11995670835976417, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.560881983001309, "total_loss": 1.2130842631449923} {"data_time": 0.012834568493417464, "eta_seconds": 67700.18524578004, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.316820987654321, "fast_rcnn/fg_cls_accuracy": 0.6519174041297935, "iteration": 150319, "loss_box_reg": 0.21628949139267206, "loss_cls": 0.18582053668797016, "loss_mask": 0.2609547208994627, "loss_rpn_cls": 0.0413595549762249, "loss_rpn_loc": 0.07110116758849472, "loss_sem_seg": 0.32556221121922135, "lr": 0.02, "mask_rcnn/accuracy": 0.8931047561069883, "mask_rcnn/false_negative": 0.09383344815264318, "mask_rcnn/false_positive": 0.11203031919945558, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5561797480040696, "total_loss": 1.1077076771180145} {"data_time": 0.012066213501384482, "eta_seconds": 67688.87180668014, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.33268229166666663, "fast_rcnn/fg_cls_accuracy": 0.5789148108872393, "iteration": 150339, "loss_box_reg": 0.21893440932035446, "loss_cls": 0.22075093165040016, "loss_mask": 0.24455154594033957, "loss_rpn_cls": 0.03968598030041903, "loss_rpn_loc": 0.07483348794630729, "loss_sem_seg": 0.31503503303974867, "lr": 0.02, "mask_rcnn/accuracy": 0.8996678125062342, "mask_rcnn/false_negative": 0.08242826863820407, "mask_rcnn/false_positive": 0.105201728656342, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5666475590041955, "total_loss": 1.1442412585602142} {"data_time": 0.0122592874977272, "eta_seconds": 67704.1360773122, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.3516218721037998, "fast_rcnn/fg_cls_accuracy": 0.5948891701024615, "iteration": 150359, "loss_box_reg": 0.24333497742190957, "loss_cls": 0.20871336362324655, "loss_mask": 0.26040873024612665, "loss_rpn_cls": 0.04568118695169687, "loss_rpn_loc": 0.07313918162253685, "loss_sem_seg": 0.28274237224832177, "lr": 0.02, "mask_rcnn/accuracy": 0.8785641269029973, "mask_rcnn/false_negative": 0.08188320815400073, "mask_rcnn/false_positive": 0.13778865893184863, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.570987472005072, "total_loss": 1.1432781227049418} {"data_time": 0.012275786000827793, "eta_seconds": 67692.8181953023, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.3, "fast_rcnn/fg_cls_accuracy": 0.6595365418894831, "iteration": 150379, "loss_box_reg": 0.22604199685156345, "loss_cls": 0.1999200154095888, "loss_mask": 0.24670990370213985, "loss_rpn_cls": 0.04188972958945669, "loss_rpn_loc": 0.06515034136828035, "loss_sem_seg": 0.32682006526738405, "lr": 0.02, "mask_rcnn/accuracy": 0.8971535409035409, "mask_rcnn/false_negative": 0.08492309914589749, "mask_rcnn/false_positive": 0.1089848730954377, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 234.75, "rpn/num_pos_anchors": 21.25, "time": 0.5705940709958668, "total_loss": 1.1069717549253255} {"data_time": 0.01318219200038584, "eta_seconds": 67685.48003641356, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.35495754245754246, "fast_rcnn/fg_cls_accuracy": 0.5930442637759711, "iteration": 150399, "loss_box_reg": 0.21232536807656288, "loss_cls": 0.1959919622167945, "loss_mask": 0.24699821416288614, "loss_rpn_cls": 0.04606817348394543, "loss_rpn_loc": 0.08291889354586601, "loss_sem_seg": 0.3310491223819554, "lr": 0.02, "mask_rcnn/accuracy": 0.8946890855186747, "mask_rcnn/false_negative": 0.09332099286258767, "mask_rcnn/false_positive": 0.11780373912507587, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5683627445032471, "total_loss": 1.1222406983142719} {"data_time": 0.011606743501033634, "eta_seconds": 67674.16148890369, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.2974274216728945, "fast_rcnn/fg_cls_accuracy": 0.6448979591836734, "iteration": 150419, "loss_box_reg": 0.21963093359954655, "loss_cls": 0.20110853342339396, "loss_mask": 0.24966395646333694, "loss_rpn_cls": 0.03642574268451426, "loss_rpn_loc": 0.06891248072497547, "loss_sem_seg": 0.31652392679825425, "lr": 0.02, "mask_rcnn/accuracy": 0.8958110466804076, "mask_rcnn/false_negative": 0.08833673140499132, "mask_rcnn/false_positive": 0.11021334953925896, "roi_head/num_bg_samples": 459.5, "roi_head/num_fg_samples": 52.5, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5690943460067501, "total_loss": 1.1461325442505768} {"data_time": 0.013032145499892067, "eta_seconds": 67638.12950321409, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.38520059619922986, "fast_rcnn/fg_cls_accuracy": 0.5849252373642617, "iteration": 150439, "loss_box_reg": 0.2284641619771719, "loss_cls": 0.20821734191849828, "loss_mask": 0.2522955983877182, "loss_rpn_cls": 0.036128079635091126, "loss_rpn_loc": 0.0873938116710633, "loss_sem_seg": 0.30516034457832575, "lr": 0.02, "mask_rcnn/accuracy": 0.899484560103861, "mask_rcnn/false_negative": 0.08783717628179634, "mask_rcnn/false_positive": 0.10857419921919646, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5630076345041743, "total_loss": 1.1401199723477475} {"data_time": 0.013479799003107473, "eta_seconds": 67626.81508973424, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3212673611111111, "fast_rcnn/fg_cls_accuracy": 0.6287059294871795, "iteration": 150459, "loss_box_reg": 0.21334078744985163, "loss_cls": 0.21326398104429245, "loss_mask": 0.2480731112882495, "loss_rpn_cls": 0.04745535887195729, "loss_rpn_loc": 0.07136388693470508, "loss_sem_seg": 0.3299432978965342, "lr": 0.02, "mask_rcnn/accuracy": 0.8935533501452955, "mask_rcnn/false_negative": 0.1152024098617142, "mask_rcnn/false_positive": 0.09321377357250565, "roi_head/num_bg_samples": 429.0, "roi_head/num_fg_samples": 83.0, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5579827315013972, "total_loss": 1.1216090269736014} {"data_time": 0.012064467002346646, "eta_seconds": 67630.72938598102, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.3066348973607038, "fast_rcnn/fg_cls_accuracy": 0.6779692082111437, "iteration": 150479, "loss_box_reg": 0.24477981543168426, "loss_cls": 0.20276246778666973, "loss_mask": 0.2560674571432173, "loss_rpn_cls": 0.04757021818659268, "loss_rpn_loc": 0.0935109278652817, "loss_sem_seg": 0.31593203684315085, "lr": 0.02, "mask_rcnn/accuracy": 0.8913406554958293, "mask_rcnn/false_negative": 0.09635027059528392, "mask_rcnn/false_positive": 0.12724613386476605, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5650926930029527, "total_loss": 1.1464518783323001} {"data_time": 0.01323024649900617, "eta_seconds": 67629.93992340387, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3413665254237288, "fast_rcnn/fg_cls_accuracy": 0.569464172979798, "iteration": 150499, "loss_box_reg": 0.23865527054294944, "loss_cls": 0.2064668193925172, "loss_mask": 0.23904095124453306, "loss_rpn_cls": 0.05278649600222707, "loss_rpn_loc": 0.07566466581192799, "loss_sem_seg": 0.3297616243362427, "lr": 0.02, "mask_rcnn/accuracy": 0.8898042707649098, "mask_rcnn/false_negative": 0.09150651811769797, "mask_rcnn/false_positive": 0.12602329063498355, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5720151225032168, "total_loss": 1.1704947139660362} {"data_time": 0.01172728349774843, "eta_seconds": 67592.8718492947, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.3266463230861965, "fast_rcnn/fg_cls_accuracy": 0.5965595585848751, "iteration": 150519, "loss_box_reg": 0.19189143157564104, "loss_cls": 0.19021117268130183, "loss_mask": 0.24126094114035368, "loss_rpn_cls": 0.03772932873107493, "loss_rpn_loc": 0.06840566324535757, "loss_sem_seg": 0.3412341442890465, "lr": 0.02, "mask_rcnn/accuracy": 0.8837750377928949, "mask_rcnn/false_negative": 0.09051522567124715, "mask_rcnn/false_positive": 0.11086192286287228, "roi_head/num_bg_samples": 456.5, "roi_head/num_fg_samples": 55.5, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5605263500037836, "total_loss": 1.0792429253924638} {"data_time": 0.012643387497519143, "eta_seconds": 67575.7374156811, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.3117283950617284, "fast_rcnn/fg_cls_accuracy": 0.6113289760348584, "iteration": 150539, "loss_box_reg": 0.23636059346608818, "loss_cls": 0.2247982188127935, "loss_mask": 0.2713818633928895, "loss_rpn_cls": 0.05290944769512862, "loss_rpn_loc": 0.07555780676193535, "loss_sem_seg": 0.35751646803691983, "lr": 0.02, "mask_rcnn/accuracy": 0.8938040422630327, "mask_rcnn/false_negative": 0.10855252827673978, "mask_rcnn/false_positive": 0.1008020713884127, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5648177095063147, "total_loss": 1.266685367001628} {"data_time": 0.012147442997957114, "eta_seconds": 67562.10861376348, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.33210533994747593, "fast_rcnn/fg_cls_accuracy": 0.6197840676976948, "iteration": 150559, "loss_box_reg": 0.24064298206940293, "loss_cls": 0.2225189204327762, "loss_mask": 0.25459691043943167, "loss_rpn_cls": 0.04224866139702499, "loss_rpn_loc": 0.07441876281518489, "loss_sem_seg": 0.3698655143380165, "lr": 0.02, "mask_rcnn/accuracy": 0.8889190051020408, "mask_rcnn/false_negative": 0.09161811419079749, "mask_rcnn/false_positive": 0.11602974917317767, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5542160770055489, "total_loss": 1.2649241955950856} {"data_time": 0.012013289000606164, "eta_seconds": 67579.63937520332, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.37441052370315214, "fast_rcnn/fg_cls_accuracy": 0.5494061526479751, "iteration": 150579, "loss_box_reg": 0.25923975883051753, "loss_cls": 0.24110626755282283, "loss_mask": 0.2726424001157284, "loss_rpn_cls": 0.05135048521333374, "loss_rpn_loc": 0.08503986278083175, "loss_sem_seg": 0.34626807551831007, "lr": 0.02, "mask_rcnn/accuracy": 0.8695684699003219, "mask_rcnn/false_negative": 0.1112507193865897, "mask_rcnn/false_positive": 0.14099401101550174, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5765319915008149, "total_loss": 1.270105063013034} {"data_time": 0.012289691498153843, "eta_seconds": 67550.65533958813, "fast_rcnn/cls_accuracy": 0.9140625, "fast_rcnn/false_negative": 0.3333333333333333, "fast_rcnn/fg_cls_accuracy": 0.6666666666666666, "iteration": 150599, "loss_box_reg": 0.23562124278396368, "loss_cls": 0.22476374125108123, "loss_mask": 0.2756926976144314, "loss_rpn_cls": 0.05240013764705509, "loss_rpn_loc": 0.09100250154733658, "loss_sem_seg": 0.32190668606199324, "lr": 0.02, "mask_rcnn/accuracy": 0.8757584166791356, "mask_rcnn/false_negative": 0.10973360799987589, "mask_rcnn/false_positive": 0.13206801516714634, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.5627540659988881, "total_loss": 1.233455616980791} {"data_time": 0.013291046998347156, "eta_seconds": 67528.16945956329, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.25705492424242427, "fast_rcnn/fg_cls_accuracy": 0.71875, "iteration": 150619, "loss_box_reg": 0.22875625547021627, "loss_cls": 0.2087204260751605, "loss_mask": 0.25098525919020176, "loss_rpn_cls": 0.04463165390188806, "loss_rpn_loc": 0.06792291824240237, "loss_sem_seg": 0.32951176748611033, "lr": 0.02, "mask_rcnn/accuracy": 0.885369127046423, "mask_rcnn/false_negative": 0.10474429202285257, "mask_rcnn/false_positive": 0.11230053893120549, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.562008909008, "total_loss": 1.111663957068231} {"data_time": 0.012262052492587827, "eta_seconds": 67511.80349913897, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.3550383351588171, "fast_rcnn/fg_cls_accuracy": 0.6199190861494527, "iteration": 150639, "loss_box_reg": 0.23010497074574232, "loss_cls": 0.2128888878505677, "loss_mask": 0.2613782109692693, "loss_rpn_cls": 0.04373054415918887, "loss_rpn_loc": 0.08567091531585902, "loss_sem_seg": 0.31172800646163523, "lr": 0.02, "mask_rcnn/accuracy": 0.8796096490862576, "mask_rcnn/false_negative": 0.10417537279658498, "mask_rcnn/false_positive": 0.13544024542837302, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5718292580058915, "total_loss": 1.1644066855951678} {"data_time": 0.013193410501116887, "eta_seconds": 67534.36784716372, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.3283763158924588, "fast_rcnn/fg_cls_accuracy": 0.5946782178217822, "iteration": 150659, "loss_box_reg": 0.24210588447749615, "loss_cls": 0.21376013103872538, "loss_mask": 0.2631929265335202, "loss_rpn_cls": 0.051443865144392475, "loss_rpn_loc": 0.08359372051199898, "loss_sem_seg": 0.3111172231147066, "lr": 0.02, "mask_rcnn/accuracy": 0.8968992269805118, "mask_rcnn/false_negative": 0.08481994419033131, "mask_rcnn/false_positive": 0.12808447239255438, "roi_head/num_bg_samples": 456.75, "roi_head/num_fg_samples": 55.25, "rpn/num_neg_anchors": 234.5, "rpn/num_pos_anchors": 21.5, "time": 0.5684350025039748, "total_loss": 1.1775158694945276} {"data_time": 0.012374423997243866, "eta_seconds": 67494.23030536309, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.374469305794607, "fast_rcnn/fg_cls_accuracy": 0.5861019836923451, "iteration": 150679, "loss_box_reg": 0.23975523142144084, "loss_cls": 0.22667094692587852, "loss_mask": 0.26162837259471416, "loss_rpn_cls": 0.04196283977944404, "loss_rpn_loc": 0.07920715535874479, "loss_sem_seg": 0.3511647575069219, "lr": 0.02, "mask_rcnn/accuracy": 0.8876750541790804, "mask_rcnn/false_negative": 0.09451240838454217, "mask_rcnn/false_positive": 0.13230342971725623, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5579760820037336, "total_loss": 1.16612179853837} {"data_time": 0.012188274500658736, "eta_seconds": 67485.22990288187, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.30907093628675475, "fast_rcnn/fg_cls_accuracy": 0.6398556507859399, "iteration": 150699, "loss_box_reg": 0.23296124849002808, "loss_cls": 0.21409427048638463, "loss_mask": 0.25362001545727253, "loss_rpn_cls": 0.039478531311033294, "loss_rpn_loc": 0.07039904579869471, "loss_sem_seg": 0.3382111811079085, "lr": 0.02, "mask_rcnn/accuracy": 0.8988814378765143, "mask_rcnn/false_negative": 0.08632305354148578, "mask_rcnn/false_positive": 0.14127053057505357, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5741341259999899, "total_loss": 1.1699172417938826} {"data_time": 0.012838823000492994, "eta_seconds": 67466.55468017858, "fast_rcnn/cls_accuracy": 0.91015625, "fast_rcnn/false_negative": 0.37250672344240254, "fast_rcnn/fg_cls_accuracy": 0.59728826628968, "iteration": 150719, "loss_box_reg": 0.24588128086179495, "loss_cls": 0.21757449163123965, "loss_mask": 0.2572000571526587, "loss_rpn_cls": 0.0491080314386636, "loss_rpn_loc": 0.07564884709427133, "loss_sem_seg": 0.3174400106072426, "lr": 0.02, "mask_rcnn/accuracy": 0.883309056080031, "mask_rcnn/false_negative": 0.10316599972644461, "mask_rcnn/false_positive": 0.12071073029755583, "roi_head/num_bg_samples": 426.75, "roi_head/num_fg_samples": 85.25, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.5566803265028284, "total_loss": 1.1777690664457623} {"data_time": 0.012514927497250028, "eta_seconds": 67377.5224662631, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.31172099712368173, "fast_rcnn/fg_cls_accuracy": 0.6603397651006712, "iteration": 150739, "loss_box_reg": 0.2322046714834869, "loss_cls": 0.21615432435646653, "loss_mask": 0.24529240559786558, "loss_rpn_cls": 0.05803732754429802, "loss_rpn_loc": 0.08480182773200795, "loss_sem_seg": 0.3161000022664666, "lr": 0.02, "mask_rcnn/accuracy": 0.8881324871828874, "mask_rcnn/false_negative": 0.08916754960344773, "mask_rcnn/false_positive": 0.13500871363216055, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5580027010000776, "total_loss": 1.1791411025915295} {"data_time": 0.01202104350522859, "eta_seconds": 67375.73485096502, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.29148706896551724, "fast_rcnn/fg_cls_accuracy": 0.6630339539978094, "iteration": 150759, "loss_box_reg": 0.23025607503950596, "loss_cls": 0.2157312659546733, "loss_mask": 0.25811897683888674, "loss_rpn_cls": 0.054846386425197124, "loss_rpn_loc": 0.10068805603077635, "loss_sem_seg": 0.30786498892121017, "lr": 0.02, "mask_rcnn/accuracy": 0.8841305610914316, "mask_rcnn/false_negative": 0.10197228719395743, "mask_rcnn/false_positive": 0.12134577772079146, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.5629017820028821, "total_loss": 1.1667920083273202} {"data_time": 0.012376487997244112, "eta_seconds": 67397.79581717661, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.26061692969870875, "fast_rcnn/fg_cls_accuracy": 0.6992728374488715, "iteration": 150779, "loss_box_reg": 0.21784482477232814, "loss_cls": 0.1974551836028695, "loss_mask": 0.2518823961727321, "loss_rpn_cls": 0.047552751639159396, "loss_rpn_loc": 0.07079302580677904, "loss_sem_seg": 0.3254827023483813, "lr": 0.02, "mask_rcnn/accuracy": 0.8955589585627861, "mask_rcnn/false_negative": 0.09662122649683991, "mask_rcnn/false_positive": 0.11777035635383512, "roi_head/num_bg_samples": 463.25, "roi_head/num_fg_samples": 48.75, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5672770344972378, "total_loss": 1.114755622780649} {"data_time": 0.012125976500101388, "eta_seconds": 67421.30586121819, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3498561151079137, "fast_rcnn/fg_cls_accuracy": 0.6026797737678427, "iteration": 150799, "loss_box_reg": 0.23282354208640754, "loss_cls": 0.2097656149417162, "loss_mask": 0.2599214240908623, "loss_rpn_cls": 0.03845631853619125, "loss_rpn_loc": 0.0761026712571038, "loss_sem_seg": 0.3000965471146628, "lr": 0.02, "mask_rcnn/accuracy": 0.8774525687813459, "mask_rcnn/false_negative": 0.09111857684343716, "mask_rcnn/false_positive": 0.1383653576040935, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5629813255000045, "total_loss": 1.142088473396143} {"data_time": 0.01262209899869049, "eta_seconds": 67417.2684640938, "fast_rcnn/cls_accuracy": 0.91357421875, "fast_rcnn/false_negative": 0.37587719298245614, "fast_rcnn/fg_cls_accuracy": 0.5739475500345066, "iteration": 150819, "loss_box_reg": 0.22185130417346954, "loss_cls": 0.21514093782752752, "loss_mask": 0.24957332853227854, "loss_rpn_cls": 0.04349614127568202, "loss_rpn_loc": 0.06620974713587202, "loss_sem_seg": 0.2982452716678381, "lr": 0.02, "mask_rcnn/accuracy": 0.8867149644870972, "mask_rcnn/false_negative": 0.07071449008477537, "mask_rcnn/false_positive": 0.11781018959330991, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 236.25, "rpn/num_pos_anchors": 19.75, "time": 0.5670159640067141, "total_loss": 1.1420666466583498} {"data_time": 0.012843414500821382, "eta_seconds": 67410.92125149832, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.3244295302013423, "fast_rcnn/fg_cls_accuracy": 0.6321302816901408, "iteration": 150839, "loss_box_reg": 0.2335224188864231, "loss_cls": 0.2156847061123699, "loss_mask": 0.24978729523718357, "loss_rpn_cls": 0.037876968111959286, "loss_rpn_loc": 0.07449299667496234, "loss_sem_seg": 0.3161794915795326, "lr": 0.02, "mask_rcnn/accuracy": 0.910147000789266, "mask_rcnn/false_negative": 0.08410786668511402, "mask_rcnn/false_positive": 0.10334020890676365, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5621483810027712, "total_loss": 1.114031420846004} {"data_time": 0.012434348493115976, "eta_seconds": 67415.70711234983, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.36067997043606803, "fast_rcnn/fg_cls_accuracy": 0.6198126546482856, "iteration": 150859, "loss_box_reg": 0.2205908102914691, "loss_cls": 0.19999983441084623, "loss_mask": 0.2553723193705082, "loss_rpn_cls": 0.0442162738982006, "loss_rpn_loc": 0.08158356894273311, "loss_sem_seg": 0.31720655714161694, "lr": 0.02, "mask_rcnn/accuracy": 0.8823904854910714, "mask_rcnn/false_negative": 0.1029944107183865, "mask_rcnn/false_positive": 0.11150444619535754, "roi_head/num_bg_samples": 457.25, "roi_head/num_fg_samples": 54.75, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5685158414999023, "total_loss": 1.169393237825716} {"data_time": 0.012496950992499478, "eta_seconds": 67383.32818747382, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.39377958785853523, "fast_rcnn/fg_cls_accuracy": 0.5895308924485125, "iteration": 150879, "loss_box_reg": 0.22748735593631864, "loss_cls": 0.2106814058497548, "loss_mask": 0.2550050439313054, "loss_rpn_cls": 0.04748714354354888, "loss_rpn_loc": 0.07174210125231184, "loss_sem_seg": 0.32346526568289846, "lr": 0.02, "mask_rcnn/accuracy": 0.8971770773526802, "mask_rcnn/false_negative": 0.07982546540829369, "mask_rcnn/false_positive": 0.113748134803723, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5511140524977236, "total_loss": 1.121837952756323} {"data_time": 0.011704653006745502, "eta_seconds": 67360.28093115044, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.34870221802737145, "fast_rcnn/fg_cls_accuracy": 0.5228048650378747, "iteration": 150899, "loss_box_reg": 0.23193280794657767, "loss_cls": 0.21856266492977738, "loss_mask": 0.24912610137835145, "loss_rpn_cls": 0.04708152957027778, "loss_rpn_loc": 0.08513403325196123, "loss_sem_seg": 0.3247585231438279, "lr": 0.02, "mask_rcnn/accuracy": 0.8948563693510228, "mask_rcnn/false_negative": 0.10535706450291894, "mask_rcnn/false_positive": 0.09928955529365757, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5655572485047742, "total_loss": 1.1476811915199505} {"data_time": 0.012537102003989276, "eta_seconds": 67343.49722744871, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3240137221269297, "fast_rcnn/fg_cls_accuracy": 0.6203911555081654, "iteration": 150919, "loss_box_reg": 0.27106641978025436, "loss_cls": 0.24466143967583776, "loss_mask": 0.2548488238826394, "loss_rpn_cls": 0.045951482374221087, "loss_rpn_loc": 0.08973164446069859, "loss_sem_seg": 0.29338613897562027, "lr": 0.02, "mask_rcnn/accuracy": 0.8867420945911356, "mask_rcnn/false_negative": 0.10227740705015731, "mask_rcnn/false_positive": 0.10435712904462016, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5818288794980617, "total_loss": 1.2063930778531358} {"data_time": 0.012440326492651366, "eta_seconds": 67337.65802087054, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.33125692137320045, "fast_rcnn/fg_cls_accuracy": 0.6476391825229034, "iteration": 150939, "loss_box_reg": 0.20535592269152403, "loss_cls": 0.21894786111079156, "loss_mask": 0.25807369872927666, "loss_rpn_cls": 0.04582947357266676, "loss_rpn_loc": 0.07515107817016542, "loss_sem_seg": 0.36340896133333445, "lr": 0.02, "mask_rcnn/accuracy": 0.8878357734514296, "mask_rcnn/false_negative": 0.10771272772352462, "mask_rcnn/false_positive": 0.11552083748554035, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5730319575013709, "total_loss": 1.173694389843149} {"data_time": 0.01229482950293459, "eta_seconds": 67296.03854918614, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3146931719965428, "fast_rcnn/fg_cls_accuracy": 0.6436724565756824, "iteration": 150959, "loss_box_reg": 0.22408534190617502, "loss_cls": 0.20701124425977468, "loss_mask": 0.2552990731783211, "loss_rpn_cls": 0.04737988763372414, "loss_rpn_loc": 0.07955479039810598, "loss_sem_seg": 0.3467007363215089, "lr": 0.02, "mask_rcnn/accuracy": 0.8835865612510456, "mask_rcnn/false_negative": 0.10577754636278147, "mask_rcnn/false_positive": 0.13536937080286676, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.558085928496439, "total_loss": 1.1475217566130596} {"data_time": 0.0116581234979094, "eta_seconds": 67269.51969434912, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3171885409726849, "fast_rcnn/fg_cls_accuracy": 0.6280945616883117, "iteration": 150979, "loss_box_reg": 0.23662767256610096, "loss_cls": 0.20876597566530108, "loss_mask": 0.2600893024355173, "loss_rpn_cls": 0.033999276340182405, "loss_rpn_loc": 0.07053446979261935, "loss_sem_seg": 0.31497164512984455, "lr": 0.02, "mask_rcnn/accuracy": 0.8783856905100683, "mask_rcnn/false_negative": 0.0907259711569107, "mask_rcnn/false_positive": 0.15633673399117162, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5561942280037329, "total_loss": 1.1488723963557277} {"data_time": 0.012694828503299505, "eta_seconds": 67284.2553306407, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.3797914793165468, "fast_rcnn/fg_cls_accuracy": 0.5688854489164087, "iteration": 150999, "loss_box_reg": 0.2406778451986611, "loss_cls": 0.22188308334443718, "loss_mask": 0.2627946771681309, "loss_rpn_cls": 0.04388539184583351, "loss_rpn_loc": 0.07417179073672742, "loss_sem_seg": 0.3045038082636893, "lr": 0.02, "mask_rcnn/accuracy": 0.8883718783566058, "mask_rcnn/false_negative": 0.10614477965475422, "mask_rcnn/false_positive": 0.1253454967958076, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.5704330774970003, "total_loss": 1.144678724464029} {"data_time": 0.013835215489962138, "eta_seconds": 67292.41220031075, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3298245614035088, "fast_rcnn/fg_cls_accuracy": 0.6078088578088578, "iteration": 151019, "loss_box_reg": 0.22462929086759686, "loss_cls": 0.20257152430713177, "loss_mask": 0.26589374151080847, "loss_rpn_cls": 0.04200729477452114, "loss_rpn_loc": 0.08488583166035824, "loss_sem_seg": 0.31308588688261807, "lr": 0.02, "mask_rcnn/accuracy": 0.8939471924436612, "mask_rcnn/false_negative": 0.09234160827826156, "mask_rcnn/false_positive": 0.1366211260204848, "roi_head/num_bg_samples": 457.5, "roi_head/num_fg_samples": 54.5, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5705464565035072, "total_loss": 1.128376241074875} {"data_time": 0.012905080999189522, "eta_seconds": 67261.63896428054, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.37060117302052786, "fast_rcnn/fg_cls_accuracy": 0.6004938734683671, "iteration": 151039, "loss_box_reg": 0.2121620369143784, "loss_cls": 0.2036457760259509, "loss_mask": 0.2521087327040732, "loss_rpn_cls": 0.039566289546201006, "loss_rpn_loc": 0.06732732011005282, "loss_sem_seg": 0.2892032954841852, "lr": 0.02, "mask_rcnn/accuracy": 0.8890843043675075, "mask_rcnn/false_negative": 0.08369779484255628, "mask_rcnn/false_positive": 0.13332377881352353, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5628383144940017, "total_loss": 1.1079708226025105} {"data_time": 0.012919839500682428, "eta_seconds": 67250.33078110046, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.3061359026369168, "fast_rcnn/fg_cls_accuracy": 0.6547467007237122, "iteration": 151059, "loss_box_reg": 0.24304803228005767, "loss_cls": 0.22364268242381513, "loss_mask": 0.25641532242298126, "loss_rpn_cls": 0.044400490645784885, "loss_rpn_loc": 0.07423890591599047, "loss_sem_seg": 0.35503667686134577, "lr": 0.02, "mask_rcnn/accuracy": 0.9000768281699405, "mask_rcnn/false_negative": 0.08171546808389346, "mask_rcnn/false_positive": 0.12652489234579778, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5716502670111367, "total_loss": 1.1601308258104837} {"data_time": 0.012655029000598006, "eta_seconds": 67228.20037052582, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.23646632566069906, "fast_rcnn/fg_cls_accuracy": 0.7124966424926135, "iteration": 151079, "loss_box_reg": 0.23563926212955266, "loss_cls": 0.22028021048754454, "loss_mask": 0.2480835192836821, "loss_rpn_cls": 0.04207137960474938, "loss_rpn_loc": 0.07540881659951992, "loss_sem_seg": 0.3444572174921632, "lr": 0.02, "mask_rcnn/accuracy": 0.9024674388388896, "mask_rcnn/false_negative": 0.08316718300095897, "mask_rcnn/false_positive": 0.1289446732583379, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5640889235000941, "total_loss": 1.194871157698799} {"data_time": 0.01194732150179334, "eta_seconds": 67174.13738574344, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.23046875, "fast_rcnn/fg_cls_accuracy": 0.767578125, "iteration": 151099, "loss_box_reg": 0.22324923193082213, "loss_cls": 0.21452247933484614, "loss_mask": 0.25170856062322855, "loss_rpn_cls": 0.041045728779863566, "loss_rpn_loc": 0.07954501308267936, "loss_sem_seg": 0.3108046022243798, "lr": 0.02, "mask_rcnn/accuracy": 0.8995423986355906, "mask_rcnn/false_negative": 0.08333697740309323, "mask_rcnn/false_positive": 0.11144785724480841, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5520359169968287, "total_loss": 1.1002609094430227} {"data_time": 0.013569194001320284, "eta_seconds": 67148.1631870899, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.2908230842005676, "fast_rcnn/fg_cls_accuracy": 0.6692297751356939, "iteration": 151119, "loss_box_reg": 0.22959070117212832, "loss_cls": 0.2038784036412835, "loss_mask": 0.244442374445498, "loss_rpn_cls": 0.03997992695076391, "loss_rpn_loc": 0.07643415953498334, "loss_sem_seg": 0.28519038669764996, "lr": 0.02, "mask_rcnn/accuracy": 0.8862927727481971, "mask_rcnn/false_negative": 0.08741768098395192, "mask_rcnn/false_positive": 0.1252543261247048, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5738310820015613, "total_loss": 1.0995258425464272} {"data_time": 0.012934718499309383, "eta_seconds": 67075.97607516729, "fast_rcnn/cls_accuracy": 0.95654296875, "fast_rcnn/false_negative": 0.2659090909090909, "fast_rcnn/fg_cls_accuracy": 0.6799431009957326, "iteration": 151139, "loss_box_reg": 0.2373766489326954, "loss_cls": 0.21072414168156683, "loss_mask": 0.2637870805338025, "loss_rpn_cls": 0.04714424323174171, "loss_rpn_loc": 0.0787083983013872, "loss_sem_seg": 0.3443656722083688, "lr": 0.02, "mask_rcnn/accuracy": 0.902443600546279, "mask_rcnn/false_negative": 0.09306388068294483, "mask_rcnn/false_positive": 0.11582782495895905, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.557947396999225, "total_loss": 1.1833205249131424} {"data_time": 0.012420265506079886, "eta_seconds": 67104.13431379589, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.24555958747135215, "fast_rcnn/fg_cls_accuracy": 0.7424172794117647, "iteration": 151159, "loss_box_reg": 0.20556969032622874, "loss_cls": 0.19286121195182204, "loss_mask": 0.24730437900871038, "loss_rpn_cls": 0.03631005377974361, "loss_rpn_loc": 0.07292918156599626, "loss_sem_seg": 0.28739917278289795, "lr": 0.02, "mask_rcnn/accuracy": 0.8994130241382268, "mask_rcnn/false_negative": 0.0850389916157093, "mask_rcnn/false_positive": 0.11823040110081301, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5677300690003904, "total_loss": 1.0787516946948017} {"data_time": 0.011796396989666391, "eta_seconds": 67111.38763069367, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3003664601692697, "fast_rcnn/fg_cls_accuracy": 0.6888111888111887, "iteration": 151179, "loss_box_reg": 0.26473089354112744, "loss_cls": 0.22725683404132724, "loss_mask": 0.26043031457811594, "loss_rpn_cls": 0.04114356184436474, "loss_rpn_loc": 0.0850829372939188, "loss_sem_seg": 0.31289364537224174, "lr": 0.02, "mask_rcnn/accuracy": 0.8870846295071784, "mask_rcnn/false_negative": 0.09337840564459346, "mask_rcnn/false_positive": 0.141067478460923, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 192.5, "rpn/num_pos_anchors": 63.5, "time": 0.5834470874906401, "total_loss": 1.1778883972001495} {"data_time": 0.012592849998327438, "eta_seconds": 67100.0914140938, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.3497382614213198, "fast_rcnn/fg_cls_accuracy": 0.6485333093751404, "iteration": 151199, "loss_box_reg": 0.22876861179247499, "loss_cls": 0.21524515678174794, "loss_mask": 0.2510859412141144, "loss_rpn_cls": 0.043895425827940926, "loss_rpn_loc": 0.07471634371904656, "loss_sem_seg": 0.2806190544506535, "lr": 0.02, "mask_rcnn/accuracy": 0.8893704624836853, "mask_rcnn/false_negative": 0.0984500233358321, "mask_rcnn/false_positive": 0.11590152753752433, "roi_head/num_bg_samples": 426.5, "roi_head/num_fg_samples": 85.5, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.5541948345053243, "total_loss": 1.0930859411600977} {"data_time": 0.012117224003304727, "eta_seconds": 67097.8998805968, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.45371920037192004, "fast_rcnn/fg_cls_accuracy": 0.5238183790485045, "iteration": 151219, "loss_box_reg": 0.2447589198127389, "loss_cls": 0.24600322172045708, "loss_mask": 0.26075904443860054, "loss_rpn_cls": 0.045241393985634204, "loss_rpn_loc": 0.08028335639392026, "loss_sem_seg": 0.350978740490973, "lr": 0.02, "mask_rcnn/accuracy": 0.8998560219542362, "mask_rcnn/false_negative": 0.08879898797414673, "mask_rcnn/false_positive": 0.11564491935509663, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5655434040018008, "total_loss": 1.2431921086608781} {"data_time": 0.012328344499110244, "eta_seconds": 67127.87478486545, "fast_rcnn/cls_accuracy": 0.958984375, "fast_rcnn/false_negative": 0.3477801268498943, "fast_rcnn/fg_cls_accuracy": 0.6123285629099582, "iteration": 151239, "loss_box_reg": 0.24615435884334147, "loss_cls": 0.21404616674408317, "loss_mask": 0.26333809085190296, "loss_rpn_cls": 0.05041038595663849, "loss_rpn_loc": 0.08355988771654665, "loss_sem_seg": 0.3306730454787612, "lr": 0.02, "mask_rcnn/accuracy": 0.8846562663526949, "mask_rcnn/false_negative": 0.09715576171235143, "mask_rcnn/false_positive": 0.1312748078382583, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5677331295009935, "total_loss": 1.2227000472921645} {"data_time": 0.012001652001345064, "eta_seconds": 67075.30438135682, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.35446951866722043, "fast_rcnn/fg_cls_accuracy": 0.6232649071358749, "iteration": 151259, "loss_box_reg": 0.22397636924870312, "loss_cls": 0.21076708333566785, "loss_mask": 0.24987900583073497, "loss_rpn_cls": 0.04485493106767535, "loss_rpn_loc": 0.08479620778234676, "loss_sem_seg": 0.3066118061542511, "lr": 0.02, "mask_rcnn/accuracy": 0.883125492686345, "mask_rcnn/false_negative": 0.10456548408331487, "mask_rcnn/false_positive": 0.1263817668392756, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5619411285006208, "total_loss": 1.1394150741689373} {"data_time": 0.012587110002641566, "eta_seconds": 67105.26538454552, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.3884788189987163, "fast_rcnn/fg_cls_accuracy": 0.5328117779098172, "iteration": 151279, "loss_box_reg": 0.2391627887263894, "loss_cls": 0.2128683370538056, "loss_mask": 0.2547460668720305, "loss_rpn_cls": 0.04134018946206197, "loss_rpn_loc": 0.07502331479918212, "loss_sem_seg": 0.36649824120104313, "lr": 0.02, "mask_rcnn/accuracy": 0.8822381062814737, "mask_rcnn/false_negative": 0.10085362264597635, "mask_rcnn/false_positive": 0.12888959757032953, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5690931839999394, "total_loss": 1.2256528791622259} {"data_time": 0.011960540505242534, "eta_seconds": 67093.96068438556, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.2621772300469484, "fast_rcnn/fg_cls_accuracy": 0.6772591486183719, "iteration": 151299, "loss_box_reg": 0.21713026240468025, "loss_cls": 0.22397797438316047, "loss_mask": 0.2466536108404398, "loss_rpn_cls": 0.04181276145391166, "loss_rpn_loc": 0.062494701211107895, "loss_sem_seg": 0.3184617795050144, "lr": 0.02, "mask_rcnn/accuracy": 0.8899865423578508, "mask_rcnn/false_negative": 0.09182541032945161, "mask_rcnn/false_positive": 0.12537532520991765, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5639096589948167, "total_loss": 1.1334785308863502} {"data_time": 0.013788079500955064, "eta_seconds": 67092.5240132052, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.3218461538461539, "fast_rcnn/fg_cls_accuracy": 0.6127895541958042, "iteration": 151319, "loss_box_reg": 0.23126265918835998, "loss_cls": 0.21216681087389588, "loss_mask": 0.25476573780179024, "loss_rpn_cls": 0.04200324460543925, "loss_rpn_loc": 0.07180558398249559, "loss_sem_seg": 0.33484921464696527, "lr": 0.02, "mask_rcnn/accuracy": 0.880927265396434, "mask_rcnn/false_negative": 0.09865178399419192, "mask_rcnn/false_positive": 0.11738741917106923, "roi_head/num_bg_samples": 472.5, "roi_head/num_fg_samples": 39.5, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5569888779937173, "total_loss": 1.1590344637152157} {"data_time": 0.012722296502033714, "eta_seconds": 67092.01621657933, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.2881611142480708, "fast_rcnn/fg_cls_accuracy": 0.6768430574400723, "iteration": 151339, "loss_box_reg": 0.22475377982482314, "loss_cls": 0.20665395632386208, "loss_mask": 0.2506022062152624, "loss_rpn_cls": 0.04428427483071573, "loss_rpn_loc": 0.07380379881942645, "loss_sem_seg": 0.33335620583966374, "lr": 0.02, "mask_rcnn/accuracy": 0.8879964087576778, "mask_rcnn/false_negative": 0.08800703027636583, "mask_rcnn/false_positive": 0.11111743533257687, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5695025265013101, "total_loss": 1.1890699674549978} {"data_time": 0.012384579000354279, "eta_seconds": 67032.27581012208, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.24924022655062855, "fast_rcnn/fg_cls_accuracy": 0.7179119917243575, "iteration": 151359, "loss_box_reg": 0.2289208248257637, "loss_cls": 0.2101073171943426, "loss_mask": 0.26167315151542425, "loss_rpn_cls": 0.04006011036108248, "loss_rpn_loc": 0.06574746395926923, "loss_sem_seg": 0.30491846706718206, "lr": 0.02, "mask_rcnn/accuracy": 0.8931943983275681, "mask_rcnn/false_negative": 0.08698553393202098, "mask_rcnn/false_positive": 0.11888913355447406, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5638297325058375, "total_loss": 1.111974247789476} {"data_time": 0.012382311499095522, "eta_seconds": 67020.97579144218, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.3432971014492754, "fast_rcnn/fg_cls_accuracy": 0.651268115942029, "iteration": 151379, "loss_box_reg": 0.21568920649588108, "loss_cls": 0.2182699511758983, "loss_mask": 0.24915306456387043, "loss_rpn_cls": 0.04391524946549907, "loss_rpn_loc": 0.07846588094253093, "loss_sem_seg": 0.3377634659409523, "lr": 0.02, "mask_rcnn/accuracy": 0.8745713914961202, "mask_rcnn/false_negative": 0.0994372590573706, "mask_rcnn/false_positive": 0.13337452099320868, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5617371940024896, "total_loss": 1.1517080315970816} {"data_time": 0.013094553505652584, "eta_seconds": 67009.67577276228, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.3169767441860465, "fast_rcnn/fg_cls_accuracy": 0.6325806451612903, "iteration": 151399, "loss_box_reg": 0.21382891153916717, "loss_cls": 0.1886897210497409, "loss_mask": 0.25359921529889107, "loss_rpn_cls": 0.03970896817918401, "loss_rpn_loc": 0.07756228739162907, "loss_sem_seg": 0.32376121962442994, "lr": 0.02, "mask_rcnn/accuracy": 0.8970607424997649, "mask_rcnn/false_negative": 0.07397543542613648, "mask_rcnn/false_positive": 0.13251398861551078, "roi_head/num_bg_samples": 457.5, "roi_head/num_fg_samples": 54.5, "rpn/num_neg_anchors": 237.0, "rpn/num_pos_anchors": 19.0, "time": 0.5699212789913872, "total_loss": 1.1131118724006228} {"data_time": 0.014374914004292805, "eta_seconds": 66917.48151633685, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.41471354166666663, "fast_rcnn/fg_cls_accuracy": 0.568359375, "iteration": 151419, "loss_box_reg": 0.2253028186969459, "loss_cls": 0.21498885285109282, "loss_mask": 0.25839381851255894, "loss_rpn_cls": 0.041979433968663216, "loss_rpn_loc": 0.06633040442829952, "loss_sem_seg": 0.3309662826359272, "lr": 0.02, "mask_rcnn/accuracy": 0.8872401714923257, "mask_rcnn/false_negative": 0.08852129651724794, "mask_rcnn/false_positive": 0.12340689944214892, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5431808470020769, "total_loss": 1.1744068654807052} {"data_time": 0.01184160599950701, "eta_seconds": 66919.38001341347, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.2625815470643057, "fast_rcnn/fg_cls_accuracy": 0.6833333333333333, "iteration": 151439, "loss_box_reg": 0.22864466393366456, "loss_cls": 0.21797887701541185, "loss_mask": 0.25970777310431004, "loss_rpn_cls": 0.04607408867741469, "loss_rpn_loc": 0.07660320526338182, "loss_sem_seg": 0.3102915061172098, "lr": 0.02, "mask_rcnn/accuracy": 0.8936587350457424, "mask_rcnn/false_negative": 0.08332740173945807, "mask_rcnn/false_positive": 0.10226222388902964, "roi_head/num_bg_samples": 458.5, "roi_head/num_fg_samples": 53.5, "rpn/num_neg_anchors": 238.75, "rpn/num_pos_anchors": 17.25, "time": 0.5658435100049246, "total_loss": 1.1425416040292475} {"data_time": 0.012105425499612466, "eta_seconds": 66938.37650630478, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.3343367276730425, "fast_rcnn/fg_cls_accuracy": 0.6525412541254125, "iteration": 151459, "loss_box_reg": 0.2556944405660033, "loss_cls": 0.22627449315041304, "loss_mask": 0.26709943544119596, "loss_rpn_cls": 0.047250455580069683, "loss_rpn_loc": 0.08454687842458952, "loss_sem_seg": 0.35015972098335624, "lr": 0.02, "mask_rcnn/accuracy": 0.889255293521767, "mask_rcnn/false_negative": 0.0911713683629742, "mask_rcnn/false_positive": 0.13163578500900713, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.5698005055019166, "total_loss": 1.2148310013726586} {"data_time": 0.011960246003582142, "eta_seconds": 66927.08279754472, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3843560933448574, "fast_rcnn/fg_cls_accuracy": 0.5967156439066552, "iteration": 151479, "loss_box_reg": 0.2244710111990571, "loss_cls": 0.2019824981689453, "loss_mask": 0.25399670749902725, "loss_rpn_cls": 0.04661297926213592, "loss_rpn_loc": 0.08791592088527977, "loss_sem_seg": 0.33810034673660994, "lr": 0.02, "mask_rcnn/accuracy": 0.8904588207443676, "mask_rcnn/false_negative": 0.09760192589018712, "mask_rcnn/false_positive": 0.1221427507210427, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.5668829185015056, "total_loss": 1.1628030790598132} {"data_time": 0.011980758492427412, "eta_seconds": 66885.51421605342, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.3359878595172713, "fast_rcnn/fg_cls_accuracy": 0.6394585035159375, "iteration": 151499, "loss_box_reg": 0.25764813227579, "loss_cls": 0.22313215699978173, "loss_mask": 0.27192606683820486, "loss_rpn_cls": 0.05254932335810736, "loss_rpn_loc": 0.090679167478811, "loss_sem_seg": 0.33679380640387535, "lr": 0.02, "mask_rcnn/accuracy": 0.886937861767514, "mask_rcnn/false_negative": 0.12030643153335643, "mask_rcnn/false_positive": 0.12777305902249664, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5649474959936924, "total_loss": 1.2065789107291494} {"data_time": 0.012377801998809446, "eta_seconds": 66895.98009157747, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.30132733889959323, "fast_rcnn/fg_cls_accuracy": 0.6462888591402647, "iteration": 151519, "loss_box_reg": 0.22567398753017187, "loss_cls": 0.20960307028144598, "loss_mask": 0.2614385560154915, "loss_rpn_cls": 0.048904759576544166, "loss_rpn_loc": 0.0751217357465066, "loss_sem_seg": 0.3293558615259826, "lr": 0.02, "mask_rcnn/accuracy": 0.890721979954691, "mask_rcnn/false_negative": 0.08916430031795766, "mask_rcnn/false_positive": 0.13094246729105963, "roi_head/num_bg_samples": 459.25, "roi_head/num_fg_samples": 52.75, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5641417035003542, "total_loss": 1.1616995838994626} {"data_time": 0.012824597499275114, "eta_seconds": 66876.68098164887, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.36152052940291773, "fast_rcnn/fg_cls_accuracy": 0.5584611316763617, "iteration": 151539, "loss_box_reg": 0.21189545281231403, "loss_cls": 0.18740935996174812, "loss_mask": 0.2591290776617825, "loss_rpn_cls": 0.0387278230919037, "loss_rpn_loc": 0.0824605519301258, "loss_sem_seg": 0.3126178137026727, "lr": 0.02, "mask_rcnn/accuracy": 0.8859016540372533, "mask_rcnn/false_negative": 0.1026172340824832, "mask_rcnn/false_positive": 0.12087710058191464, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.5567190334986662, "total_loss": 1.092172316799406} {"data_time": 0.012642391506233253, "eta_seconds": 66842.06500209682, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.4235928143712575, "fast_rcnn/fg_cls_accuracy": 0.5632772915707047, "iteration": 151559, "loss_box_reg": 0.21793075336609036, "loss_cls": 0.2110337687190622, "loss_mask": 0.25905861612409353, "loss_rpn_cls": 0.04044187907857122, "loss_rpn_loc": 0.06750626052962616, "loss_sem_seg": 0.3232779618410859, "lr": 0.02, "mask_rcnn/accuracy": 0.8879218426999033, "mask_rcnn/false_negative": 0.10798163537029747, "mask_rcnn/false_positive": 0.11894880963547054, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5517452399944887, "total_loss": 1.1355220131808892} {"data_time": 0.012347519492323045, "eta_seconds": 66824.81706387756, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.3164434523809524, "fast_rcnn/fg_cls_accuracy": 0.6271609042553192, "iteration": 151579, "loss_box_reg": 0.23688814230263233, "loss_cls": 0.22049327148124576, "loss_mask": 0.2710507735610008, "loss_rpn_cls": 0.04531359378597699, "loss_rpn_loc": 0.0731487701414153, "loss_sem_seg": 0.31616245210170746, "lr": 0.02, "mask_rcnn/accuracy": 0.879446046884663, "mask_rcnn/false_negative": 0.08902348254044976, "mask_rcnn/false_positive": 0.13178331672086147, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5596346890015411, "total_loss": 1.153282092360314} {"data_time": 0.011170691497682128, "eta_seconds": 66813.53108975745, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.3090909090909091, "fast_rcnn/fg_cls_accuracy": 0.6256461984617324, "iteration": 151599, "loss_box_reg": 0.2331430008634925, "loss_cls": 0.2188893905840814, "loss_mask": 0.2577589307911694, "loss_rpn_cls": 0.0380248800793197, "loss_rpn_loc": 0.07743156130891293, "loss_sem_seg": 0.29687222465872765, "lr": 0.02, "mask_rcnn/accuracy": 0.8911840531150812, "mask_rcnn/false_negative": 0.10503617297138917, "mask_rcnn/false_positive": 0.12224034431369524, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5653229699964868, "total_loss": 1.1132066046411637} {"data_time": 0.012182295999082271, "eta_seconds": 66797.44677779006, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3601009877308765, "fast_rcnn/fg_cls_accuracy": 0.5787806251760068, "iteration": 151619, "loss_box_reg": 0.2384841137100011, "loss_cls": 0.22549658734351397, "loss_mask": 0.25892894342541695, "loss_rpn_cls": 0.03963638754794374, "loss_rpn_loc": 0.06669670372502878, "loss_sem_seg": 0.32541061099618673, "lr": 0.02, "mask_rcnn/accuracy": 0.895728978351814, "mask_rcnn/false_negative": 0.08723239041203532, "mask_rcnn/false_positive": 0.11399397578150805, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 236.75, "rpn/num_pos_anchors": 19.25, "time": 0.5637637974941754, "total_loss": 1.1522823861450888} {"data_time": 0.012100050000299234, "eta_seconds": 66782.94994715811, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.40736771190592846, "fast_rcnn/fg_cls_accuracy": 0.5778523954583218, "iteration": 151639, "loss_box_reg": 0.23819898068904877, "loss_cls": 0.19632465625181794, "loss_mask": 0.25661251693964005, "loss_rpn_cls": 0.046009844925720245, "loss_rpn_loc": 0.08417419873876497, "loss_sem_seg": 0.31960179237648845, "lr": 0.02, "mask_rcnn/accuracy": 0.8872961509579409, "mask_rcnn/false_negative": 0.11256676576346375, "mask_rcnn/false_positive": 0.11867902640872682, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5675280599971302, "total_loss": 1.1359544159204233} {"data_time": 0.012277247005840763, "eta_seconds": 66771.66532638823, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3750797193877551, "fast_rcnn/fg_cls_accuracy": 0.5873926212820895, "iteration": 151659, "loss_box_reg": 0.2355646281503141, "loss_cls": 0.21930357301607728, "loss_mask": 0.26394864451140165, "loss_rpn_cls": 0.04301816773659084, "loss_rpn_loc": 0.08216791320592165, "loss_sem_seg": 0.3312612222507596, "lr": 0.02, "mask_rcnn/accuracy": 0.8780418054005933, "mask_rcnn/false_negative": 0.09867647478509503, "mask_rcnn/false_positive": 0.13548357049866985, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5683364155047457, "total_loss": 1.139001099334564} {"data_time": 0.012247182501596399, "eta_seconds": 66760.38070561836, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.25216450216450215, "fast_rcnn/fg_cls_accuracy": 0.702296686746988, "iteration": 151679, "loss_box_reg": 0.22058618627488613, "loss_cls": 0.2177394786849618, "loss_mask": 0.25688586570322514, "loss_rpn_cls": 0.04940807347884402, "loss_rpn_loc": 0.08322936444892548, "loss_sem_seg": 0.33964304463006556, "lr": 0.02, "mask_rcnn/accuracy": 0.9014668367346939, "mask_rcnn/false_negative": 0.08334635287353204, "mask_rcnn/false_positive": 0.12564839524337884, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5607830540029681, "total_loss": 1.1843405231484212} {"data_time": 0.0119745734918979, "eta_seconds": 66749.09608484848, "fast_rcnn/cls_accuracy": 0.9111328125, "fast_rcnn/false_negative": 0.42180863972818833, "fast_rcnn/fg_cls_accuracy": 0.5463591135232926, "iteration": 151699, "loss_box_reg": 0.25073841540142894, "loss_cls": 0.21049730735830963, "loss_mask": 0.25096432492136955, "loss_rpn_cls": 0.042849272045714315, "loss_rpn_loc": 0.07793929925537668, "loss_sem_seg": 0.3408045023679733, "lr": 0.02, "mask_rcnn/accuracy": 0.8803661112882653, "mask_rcnn/false_negative": 0.11662474023159239, "mask_rcnn/false_positive": 0.13129183314503876, "roi_head/num_bg_samples": 429.0, "roi_head/num_fg_samples": 83.0, "rpn/num_neg_anchors": 201.0, "rpn/num_pos_anchors": 55.0, "time": 0.5700553985006991, "total_loss": 1.1644045848224778} {"data_time": 0.012390431998937856, "eta_seconds": 66750.35315459647, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.3227311366580311, "fast_rcnn/fg_cls_accuracy": 0.6206238251879699, "iteration": 151719, "loss_box_reg": 0.2341859620064497, "loss_cls": 0.2107109189964831, "loss_mask": 0.2598146218806505, "loss_rpn_cls": 0.04169128101784736, "loss_rpn_loc": 0.07566377619514242, "loss_sem_seg": 0.34793930361047387, "lr": 0.02, "mask_rcnn/accuracy": 0.8853011943413729, "mask_rcnn/false_negative": 0.09029642989931327, "mask_rcnn/false_positive": 0.14163713215361726, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.567468141001882, "total_loss": 1.2039082185074221} {"data_time": 0.01271508199715754, "eta_seconds": 66778.38334693755, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.2727732793522267, "fast_rcnn/fg_cls_accuracy": 0.6540835707502375, "iteration": 151739, "loss_box_reg": 0.2379593476653099, "loss_cls": 0.20064927218481898, "loss_mask": 0.2453980683349073, "loss_rpn_cls": 0.040818805107846856, "loss_rpn_loc": 0.059745577280409634, "loss_sem_seg": 0.3014247880782932, "lr": 0.02, "mask_rcnn/accuracy": 0.8970615258310075, "mask_rcnn/false_negative": 0.11548365226901491, "mask_rcnn/false_positive": 0.10651993936828995, "roi_head/num_bg_samples": 459.25, "roi_head/num_fg_samples": 52.75, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5862757694994798, "total_loss": 1.1045878594741225} {"data_time": 0.012970941003004555, "eta_seconds": 66816.38155471225, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.34813426010609105, "fast_rcnn/fg_cls_accuracy": 0.6078666556373562, "iteration": 151759, "loss_box_reg": 0.2384753036312759, "loss_cls": 0.20897844154387712, "loss_mask": 0.25364397559314966, "loss_rpn_cls": 0.03853259027528111, "loss_rpn_loc": 0.08397942571900785, "loss_sem_seg": 0.26896647131070495, "lr": 0.02, "mask_rcnn/accuracy": 0.8835902660549969, "mask_rcnn/false_negative": 0.09220202374755931, "mask_rcnn/false_positive": 0.1381926666621603, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.570819656495587, "total_loss": 1.1470730659348192} {"data_time": 0.012911840000015218, "eta_seconds": 66781.69843095975, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.2604395604395604, "fast_rcnn/fg_cls_accuracy": 0.721679915828852, "iteration": 151779, "loss_box_reg": 0.22079425491392612, "loss_cls": 0.19077809469308704, "loss_mask": 0.24257501028478146, "loss_rpn_cls": 0.04466134656104259, "loss_rpn_loc": 0.08296927867922932, "loss_sem_seg": 0.2998400595970452, "lr": 0.02, "mask_rcnn/accuracy": 0.9004239094559656, "mask_rcnn/false_negative": 0.09537548745614162, "mask_rcnn/false_positive": 0.12163121640919229, "roi_head/num_bg_samples": 459.5, "roi_head/num_fg_samples": 52.5, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5576940475075389, "total_loss": 1.1358871010306757} {"data_time": 0.011858738500450272, "eta_seconds": 66798.24804649045, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.3389355742296919, "fast_rcnn/fg_cls_accuracy": 0.601371583116005, "iteration": 151799, "loss_box_reg": 0.2228650306351483, "loss_cls": 0.2158950651064515, "loss_mask": 0.25050877314060926, "loss_rpn_cls": 0.04040006381546846, "loss_rpn_loc": 0.0673956191749312, "loss_sem_seg": 0.3034169562160969, "lr": 0.02, "mask_rcnn/accuracy": 0.9045203852523236, "mask_rcnn/false_negative": 0.0889622258745969, "mask_rcnn/false_positive": 0.1139817682868729, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5808948339981725, "total_loss": 1.095132538001053} {"data_time": 0.011792743993282784, "eta_seconds": 66806.90804736345, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.3332761725113607, "fast_rcnn/fg_cls_accuracy": 0.6230729166666666, "iteration": 151819, "loss_box_reg": 0.23202956095337868, "loss_cls": 0.2141501442529261, "loss_mask": 0.264452057890594, "loss_rpn_cls": 0.04410156549420208, "loss_rpn_loc": 0.06735450465930626, "loss_sem_seg": 0.3185285245999694, "lr": 0.02, "mask_rcnn/accuracy": 0.8851715217849083, "mask_rcnn/false_negative": 0.0996680552991385, "mask_rcnn/false_positive": 0.12069270289370247, "roi_head/num_bg_samples": 457.75, "roi_head/num_fg_samples": 54.25, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5676172624953324, "total_loss": 1.124515325500397} {"data_time": 0.011987875004706439, "eta_seconds": 66775.64307765043, "fast_rcnn/cls_accuracy": 0.9599609375, "fast_rcnn/false_negative": 0.2853861613551536, "fast_rcnn/fg_cls_accuracy": 0.6909424724602203, "iteration": 151839, "loss_box_reg": 0.23205499816685915, "loss_cls": 0.19598202966153622, "loss_mask": 0.24688415927812457, "loss_rpn_cls": 0.042028560827020556, "loss_rpn_loc": 0.07232277281582355, "loss_sem_seg": 0.3114732396788895, "lr": 0.02, "mask_rcnn/accuracy": 0.9130049022415703, "mask_rcnn/false_negative": 0.09003060175347058, "mask_rcnn/false_positive": 0.1035749720206805, "roi_head/num_bg_samples": 469.0, "roi_head/num_fg_samples": 43.0, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5620688144990709, "total_loss": 1.1066268674330786} {"data_time": 0.012261817500984762, "eta_seconds": 66784.29632194317, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.2674604668674699, "fast_rcnn/fg_cls_accuracy": 0.6424818215593653, "iteration": 151859, "loss_box_reg": 0.2153029297478497, "loss_cls": 0.2112471484579146, "loss_mask": 0.2540126871317625, "loss_rpn_cls": 0.03940121448249556, "loss_rpn_loc": 0.07843555370345712, "loss_sem_seg": 0.3692099959589541, "lr": 0.02, "mask_rcnn/accuracy": 0.8771343844643438, "mask_rcnn/false_negative": 0.10743934099207848, "mask_rcnn/false_positive": 0.10801567818096428, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5727376105060102, "total_loss": 1.1215616501285695} {"data_time": 0.012250660998688545, "eta_seconds": 66801.61218013712, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3131127450980392, "fast_rcnn/fg_cls_accuracy": 0.6227532679738562, "iteration": 151879, "loss_box_reg": 0.24369858717545867, "loss_cls": 0.2172077870927751, "loss_mask": 0.25922770611941814, "loss_rpn_cls": 0.04035256180213764, "loss_rpn_loc": 0.09220628420007415, "loss_sem_seg": 0.3490703534334898, "lr": 0.02, "mask_rcnn/accuracy": 0.8954217860328488, "mask_rcnn/false_negative": 0.08569414198426942, "mask_rcnn/false_positive": 0.12735260252777184, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5539644094969844, "total_loss": 1.1810212887066882} {"data_time": 0.012258489507075865, "eta_seconds": 66805.96166451855, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.3744158878504673, "fast_rcnn/fg_cls_accuracy": 0.6094790125739644, "iteration": 151899, "loss_box_reg": 0.23632317152805626, "loss_cls": 0.21083025401458144, "loss_mask": 0.24404339026659727, "loss_rpn_cls": 0.046425595559412614, "loss_rpn_loc": 0.08834674663376063, "loss_sem_seg": 0.3179231286048889, "lr": 0.02, "mask_rcnn/accuracy": 0.8815054652483072, "mask_rcnn/false_negative": 0.10333335727883758, "mask_rcnn/false_positive": 0.13169835326189386, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.5819445220040507, "total_loss": 1.1436493257060647} {"data_time": 0.013149334496119991, "eta_seconds": 66725.96772999194, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.3101181304571135, "fast_rcnn/fg_cls_accuracy": 0.6535107169253511, "iteration": 151919, "loss_box_reg": 0.24361758714076132, "loss_cls": 0.21651930920779705, "loss_mask": 0.26659820694476366, "loss_rpn_cls": 0.04589100429438986, "loss_rpn_loc": 0.08466034472803585, "loss_sem_seg": 0.32429484743624926, "lr": 0.02, "mask_rcnn/accuracy": 0.887232285258601, "mask_rcnn/false_negative": 0.0987703177052422, "mask_rcnn/false_positive": 0.13201554459732484, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5606775445048697, "total_loss": 1.2350314100040123} {"data_time": 0.012728005494864192, "eta_seconds": 66668.68649641183, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.31399367385192123, "fast_rcnn/fg_cls_accuracy": 0.5936507936507937, "iteration": 151939, "loss_box_reg": 0.2297559892758727, "loss_cls": 0.20725519163534045, "loss_mask": 0.25649396097287536, "loss_rpn_cls": 0.042561243986710906, "loss_rpn_loc": 0.07111514999996871, "loss_sem_seg": 0.30262096179649234, "lr": 0.02, "mask_rcnn/accuracy": 0.8903072827068972, "mask_rcnn/false_negative": 0.09491894769313602, "mask_rcnn/false_positive": 0.12689689921185188, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5606869789990014, "total_loss": 1.154022154485574} {"data_time": 0.012749797497235704, "eta_seconds": 66707.82817113036, "fast_rcnn/cls_accuracy": 0.91015625, "fast_rcnn/false_negative": 0.40546147044820785, "fast_rcnn/fg_cls_accuracy": 0.5084170450896748, "iteration": 151959, "loss_box_reg": 0.2399721520487219, "loss_cls": 0.213946720585227, "loss_mask": 0.2573918686248362, "loss_rpn_cls": 0.04576812143204734, "loss_rpn_loc": 0.07961745199281722, "loss_sem_seg": 0.3121908705215901, "lr": 0.02, "mask_rcnn/accuracy": 0.8910041030548526, "mask_rcnn/false_negative": 0.08748474646259219, "mask_rcnn/false_positive": 0.13051870849978384, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5729893505049404, "total_loss": 1.1979177353496198} {"data_time": 0.011515582009451464, "eta_seconds": 66716.46114568232, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.4030388471177945, "fast_rcnn/fg_cls_accuracy": 0.5440731252911039, "iteration": 151979, "loss_box_reg": 0.2416415832703933, "loss_cls": 0.2323211431503296, "loss_mask": 0.26982294023036957, "loss_rpn_cls": 0.04900512256426737, "loss_rpn_loc": 0.06930316175566986, "loss_sem_seg": 0.35439223051071167, "lr": 0.02, "mask_rcnn/accuracy": 0.8811253820820146, "mask_rcnn/false_negative": 0.10128312948460227, "mask_rcnn/false_positive": 0.14261104246784356, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5763542439963203, "total_loss": 1.2291221819468774} {"data_time": 0.011868468005559407, "eta_seconds": 66634.80467947156, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.34591194968553457, "fast_rcnn/fg_cls_accuracy": 0.6107948442534908, "iteration": 151999, "loss_box_reg": 0.2238820947241038, "loss_cls": 0.20299899787642062, "loss_mask": 0.258201836142689, "loss_rpn_cls": 0.051294115313794464, "loss_rpn_loc": 0.08364576185704209, "loss_sem_seg": 0.3441735040396452, "lr": 0.02, "mask_rcnn/accuracy": 0.8737150128541792, "mask_rcnn/false_negative": 0.08590650623805265, "mask_rcnn/false_positive": 0.16315257114169807, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.5530360260017915, "total_loss": 1.1492283289553598} {"data_time": 0.012723486994218547, "eta_seconds": 66635.94003819913, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.39803921568627454, "fast_rcnn/fg_cls_accuracy": 0.5398109243697479, "iteration": 152019, "loss_box_reg": 0.23272517463192344, "loss_cls": 0.20630502561107278, "loss_mask": 0.25594809744507074, "loss_rpn_cls": 0.03713355274521746, "loss_rpn_loc": 0.07294187130173668, "loss_sem_seg": 0.3626692174002528, "lr": 0.02, "mask_rcnn/accuracy": 0.8792425824496466, "mask_rcnn/false_negative": 0.08570274833644845, "mask_rcnn/false_positive": 0.13119685127702202, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.5837144225006341, "total_loss": 1.1959112839540467} {"data_time": 0.012352287507383153, "eta_seconds": 66603.7388857231, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.24494238156209985, "fast_rcnn/fg_cls_accuracy": 0.7000213401621853, "iteration": 152039, "loss_box_reg": 0.21488505322486162, "loss_cls": 0.2111430362565443, "loss_mask": 0.2584768794476986, "loss_rpn_cls": 0.042536667664535344, "loss_rpn_loc": 0.07280514415469952, "loss_sem_seg": 0.32890551816672087, "lr": 0.02, "mask_rcnn/accuracy": 0.9017371410375301, "mask_rcnn/false_negative": 0.09354270022276712, "mask_rcnn/false_positive": 0.1090845802149046, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5544837755005574, "total_loss": 1.1515688935760409} {"data_time": 0.012481612000556197, "eta_seconds": 66551.66969774716, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.29265681866837934, "fast_rcnn/fg_cls_accuracy": 0.5965116279069768, "iteration": 152059, "loss_box_reg": 0.22067795181646943, "loss_cls": 0.2120964485220611, "loss_mask": 0.2572243921458721, "loss_rpn_cls": 0.04267804399569286, "loss_rpn_loc": 0.0850975921493955, "loss_sem_seg": 0.34218995505943894, "lr": 0.02, "mask_rcnn/accuracy": 0.9140369604062824, "mask_rcnn/false_negative": 0.0778347514166531, "mask_rcnn/false_positive": 0.11351293029211093, "roi_head/num_bg_samples": 456.75, "roi_head/num_fg_samples": 55.25, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5517162839969387, "total_loss": 1.1375988990766928} {"data_time": 0.012893972998426761, "eta_seconds": 66532.6456047893, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.3090633737185461, "fast_rcnn/fg_cls_accuracy": 0.6430084745762712, "iteration": 152079, "loss_box_reg": 0.22618162306025624, "loss_cls": 0.20520183187909424, "loss_mask": 0.2575082276016474, "loss_rpn_cls": 0.043144027644302696, "loss_rpn_loc": 0.06278318795375526, "loss_sem_seg": 0.31675792625173926, "lr": 0.02, "mask_rcnn/accuracy": 0.9040229577766021, "mask_rcnn/false_negative": 0.08319843887446421, "mask_rcnn/false_positive": 0.10239060507121979, "roi_head/num_bg_samples": 458.5, "roi_head/num_fg_samples": 53.5, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5487432119989535, "total_loss": 1.1291171907651005} {"data_time": 0.012400782499753404, "eta_seconds": 66529.09852412721, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.3261758691206544, "fast_rcnn/fg_cls_accuracy": 0.6178513373725432, "iteration": 152099, "loss_box_reg": 0.22188252117484808, "loss_cls": 0.20851953164674342, "loss_mask": 0.2511559799313545, "loss_rpn_cls": 0.04264840396353975, "loss_rpn_loc": 0.08886203737347387, "loss_sem_seg": 0.3049974669702351, "lr": 0.02, "mask_rcnn/accuracy": 0.8996296748722992, "mask_rcnn/false_negative": 0.09309233599460467, "mask_rcnn/false_positive": 0.11826211027112461, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5614827865065308, "total_loss": 1.1188072850054596} {"data_time": 0.012404879998939577, "eta_seconds": 66510.99287344131, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.34694081578245806, "fast_rcnn/fg_cls_accuracy": 0.6452205882352942, "iteration": 152119, "loss_box_reg": 0.23501706402748823, "loss_cls": 0.2382439647335559, "loss_mask": 0.2632639999501407, "loss_rpn_cls": 0.051573521886894014, "loss_rpn_loc": 0.08095955615863204, "loss_sem_seg": 0.3115062993019819, "lr": 0.02, "mask_rcnn/accuracy": 0.8923038248360938, "mask_rcnn/false_negative": 0.099524988020538, "mask_rcnn/false_positive": 0.11977671376054394, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5646056139958091, "total_loss": 1.2021217915753368} {"data_time": 0.012802705998183228, "eta_seconds": 66512.36530137918, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.36224400490110276, "fast_rcnn/fg_cls_accuracy": 0.5557097087934093, "iteration": 152139, "loss_box_reg": 0.2081384987104684, "loss_cls": 0.20946877356618643, "loss_mask": 0.24406579649075866, "loss_rpn_cls": 0.038118189957458526, "loss_rpn_loc": 0.05509202345274389, "loss_sem_seg": 0.32223399518989027, "lr": 0.02, "mask_rcnn/accuracy": 0.8850179601274331, "mask_rcnn/false_negative": 0.08314654488383585, "mask_rcnn/false_positive": 0.1178497675634177, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5636512740020407, "total_loss": 1.1588557251379825} {"data_time": 0.012790773995220661, "eta_seconds": 66492.08085543527, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.3235729074238391, "fast_rcnn/fg_cls_accuracy": 0.6164452495974235, "iteration": 152159, "loss_box_reg": 0.24877370474860072, "loss_cls": 0.21240150299854577, "loss_mask": 0.25711456686258316, "loss_rpn_cls": 0.04245765198720619, "loss_rpn_loc": 0.07696672849124297, "loss_sem_seg": 0.3353820340707898, "lr": 0.02, "mask_rcnn/accuracy": 0.8934781682096398, "mask_rcnn/false_negative": 0.11231207314818678, "mask_rcnn/false_positive": 0.10122569638959339, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.559493457993085, "total_loss": 1.1537479827238712} {"data_time": 0.011469650497019757, "eta_seconds": 66468.4601225011, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.29310025897151315, "fast_rcnn/fg_cls_accuracy": 0.6921140762895718, "iteration": 152179, "loss_box_reg": 0.24734303168952465, "loss_cls": 0.21857614582404494, "loss_mask": 0.2577457344159484, "loss_rpn_cls": 0.04669233242748305, "loss_rpn_loc": 0.08412560413125902, "loss_sem_seg": 0.3095150599256158, "lr": 0.02, "mask_rcnn/accuracy": 0.9078766583820492, "mask_rcnn/false_negative": 0.07606785379440009, "mask_rcnn/false_positive": 0.11237117839629097, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5669957095014979, "total_loss": 1.1782051663612947} {"data_time": 0.012456981494324282, "eta_seconds": 66457.17716613127, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.41439214135021096, "fast_rcnn/fg_cls_accuracy": 0.5737278005464481, "iteration": 152199, "loss_box_reg": 0.222597676794976, "loss_cls": 0.20985456788912416, "loss_mask": 0.2441303739324212, "loss_rpn_cls": 0.04449254379142076, "loss_rpn_loc": 0.06730103984591551, "loss_sem_seg": 0.32470591086894274, "lr": 0.02, "mask_rcnn/accuracy": 0.8982166228114448, "mask_rcnn/false_negative": 0.09058271221279299, "mask_rcnn/false_positive": 0.12348403056812021, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5590858284995193, "total_loss": 1.1017876706901006} {"data_time": 0.01268093000544468, "eta_seconds": 66449.61903568303, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.2818707114481762, "fast_rcnn/fg_cls_accuracy": 0.6156504065040651, "iteration": 152219, "loss_box_reg": 0.22624632739461958, "loss_cls": 0.2180114295333624, "loss_mask": 0.2529525998979807, "loss_rpn_cls": 0.049413426939281635, "loss_rpn_loc": 0.07897665776545182, "loss_sem_seg": 0.32007434871047735, "lr": 0.02, "mask_rcnn/accuracy": 0.9019221559066777, "mask_rcnn/false_negative": 0.08075929398266898, "mask_rcnn/false_positive": 0.10459763775415817, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5736372954997933, "total_loss": 1.1299018959834939} {"data_time": 0.0122230630076956, "eta_seconds": 66434.6112533916, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.35876885775862066, "fast_rcnn/fg_cls_accuracy": 0.6016156462585034, "iteration": 152239, "loss_box_reg": 0.23434373689815402, "loss_cls": 0.22919987700879574, "loss_mask": 0.26525780744850636, "loss_rpn_cls": 0.05158570918865735, "loss_rpn_loc": 0.08726890457910486, "loss_sem_seg": 0.35555091593414545, "lr": 0.02, "mask_rcnn/accuracy": 0.8828981496073334, "mask_rcnn/false_negative": 0.10700204661778741, "mask_rcnn/false_positive": 0.1111327178617417, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.5629288145064493, "total_loss": 1.188585755735403} {"data_time": 0.013219200998719316, "eta_seconds": 66423.32829702177, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.4225, "fast_rcnn/fg_cls_accuracy": 0.565, "iteration": 152259, "loss_box_reg": 0.24594414251623675, "loss_cls": 0.24098314973525703, "loss_mask": 0.26830239314585924, "loss_rpn_cls": 0.05478112117270939, "loss_rpn_loc": 0.09069345437455922, "loss_sem_seg": 0.36188586708158255, "lr": 0.02, "mask_rcnn/accuracy": 0.8874118657879819, "mask_rcnn/false_negative": 0.09477795900569694, "mask_rcnn/false_positive": 0.1281373193524442, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5569140869993134, "total_loss": 1.271331620257115} {"data_time": 0.012455659503757488, "eta_seconds": 66413.92322674135, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.2670804532844313, "fast_rcnn/fg_cls_accuracy": 0.711764705882353, "iteration": 152279, "loss_box_reg": 0.21975906239822507, "loss_cls": 0.19248439674265683, "loss_mask": 0.2621249509975314, "loss_rpn_cls": 0.04809927304449957, "loss_rpn_loc": 0.09397773994714953, "loss_sem_seg": 0.32686089212074876, "lr": 0.02, "mask_rcnn/accuracy": 0.8962373282646392, "mask_rcnn/false_negative": 0.09702163103692889, "mask_rcnn/false_positive": 0.10761080221246995, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.5752384340012213, "total_loss": 1.1543342020886485} {"data_time": 0.012242574492120184, "eta_seconds": 66408.77429258288, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.39375284997720017, "fast_rcnn/fg_cls_accuracy": 0.5372831303063861, "iteration": 152299, "loss_box_reg": 0.21623829659074545, "loss_cls": 0.20448810746893287, "loss_mask": 0.2487570969387889, "loss_rpn_cls": 0.050126024638302624, "loss_rpn_loc": 0.08582943337387405, "loss_sem_seg": 0.34768919134512544, "lr": 0.02, "mask_rcnn/accuracy": 0.8740491131808521, "mask_rcnn/false_negative": 0.097367796048685, "mask_rcnn/false_positive": 0.14628693444135227, "roi_head/num_bg_samples": 456.25, "roi_head/num_fg_samples": 55.75, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5703945810018922, "total_loss": 1.1711489770386834} {"data_time": 0.011684429497108795, "eta_seconds": 66389.47942791227, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.322884012539185, "fast_rcnn/fg_cls_accuracy": 0.643025078369906, "iteration": 152319, "loss_box_reg": 0.21776062063872814, "loss_cls": 0.20630142209120095, "loss_mask": 0.2616980029270053, "loss_rpn_cls": 0.053632163428119384, "loss_rpn_loc": 0.0715445828391239, "loss_sem_seg": 0.3078690168913454, "lr": 0.02, "mask_rcnn/accuracy": 0.8961581044778246, "mask_rcnn/false_negative": 0.1106796411575465, "mask_rcnn/false_positive": 0.1185575876482327, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5569505960011156, "total_loss": 1.1224356296443148} {"data_time": 0.01241269199817907, "eta_seconds": 66378.19647154244, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.28688197767145135, "fast_rcnn/fg_cls_accuracy": 0.6102493338408832, "iteration": 152339, "loss_box_reg": 0.23062827391549945, "loss_cls": 0.19501365907490253, "loss_mask": 0.2573759686201811, "loss_rpn_cls": 0.04045504459645599, "loss_rpn_loc": 0.0661753440508619, "loss_sem_seg": 0.3159373844973743, "lr": 0.02, "mask_rcnn/accuracy": 0.8899970536191129, "mask_rcnn/false_negative": 0.07796254004523166, "mask_rcnn/false_positive": 0.14307088335947188, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5659542970024631, "total_loss": 1.0999866650381591} {"data_time": 0.012502214005507994, "eta_seconds": 66368.79012510154, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.32583184789067143, "fast_rcnn/fg_cls_accuracy": 0.6540116046418567, "iteration": 152359, "loss_box_reg": 0.23187738982960582, "loss_cls": 0.2025736873038113, "loss_mask": 0.2534364899620414, "loss_rpn_cls": 0.04001414812228177, "loss_rpn_loc": 0.07465099229011685, "loss_sem_seg": 0.34775429870933294, "lr": 0.02, "mask_rcnn/accuracy": 0.8914714005702067, "mask_rcnn/false_negative": 0.09262846119697543, "mask_rcnn/false_positive": 0.11240952450081496, "roi_head/num_bg_samples": 429.5, "roi_head/num_fg_samples": 82.5, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.5625733674896765, "total_loss": 1.18467110140773} {"data_time": 0.012106132497137878, "eta_seconds": 66363.63702150271, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.35666080644246584, "fast_rcnn/fg_cls_accuracy": 0.5558208167378473, "iteration": 152379, "loss_box_reg": 0.23525786073878407, "loss_cls": 0.2083786497823894, "loss_mask": 0.24398711044341326, "loss_rpn_cls": 0.040476836293237284, "loss_rpn_loc": 0.07767899765167385, "loss_sem_seg": 0.37467325758188963, "lr": 0.02, "mask_rcnn/accuracy": 0.8748626679024751, "mask_rcnn/false_negative": 0.11755113670747613, "mask_rcnn/false_positive": 0.11800880102732983, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5706885694962693, "total_loss": 1.1692056806350593} {"data_time": 0.012595145504747052, "eta_seconds": 66348.0667358518, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.42163863455414013, "fast_rcnn/fg_cls_accuracy": 0.5460912619426752, "iteration": 152399, "loss_box_reg": 0.2372181797400117, "loss_cls": 0.24286823673173785, "loss_mask": 0.2678734832443297, "loss_rpn_cls": 0.04542121753911488, "loss_rpn_loc": 0.08290641778148711, "loss_sem_seg": 0.33262175181880593, "lr": 0.02, "mask_rcnn/accuracy": 0.8837966495009218, "mask_rcnn/false_negative": 0.1054542471408029, "mask_rcnn/false_positive": 0.1438950785610926, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5676061009944533, "total_loss": 1.2245798681105953} {"data_time": 0.011971116000495385, "eta_seconds": 66350.25028635818, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.34672341417910446, "fast_rcnn/fg_cls_accuracy": 0.56529262086514, "iteration": 152419, "loss_box_reg": 0.21622230019420385, "loss_cls": 0.21411149948835373, "loss_mask": 0.24792904080823064, "loss_rpn_cls": 0.0382543602026999, "loss_rpn_loc": 0.08533014773274772, "loss_sem_seg": 0.32732441648840904, "lr": 0.02, "mask_rcnn/accuracy": 0.9101364197027462, "mask_rcnn/false_negative": 0.0799235242647994, "mask_rcnn/false_positive": 0.10035540099867682, "roi_head/num_bg_samples": 460.75, "roi_head/num_fg_samples": 51.25, "rpn/num_neg_anchors": 235.75, "rpn/num_pos_anchors": 20.25, "time": 0.554686978503014, "total_loss": 1.119698098176741} {"data_time": 0.01243102549778996, "eta_seconds": 66343.06663947733, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.2857142857142857, "fast_rcnn/fg_cls_accuracy": 0.6547494910372909, "iteration": 152439, "loss_box_reg": 0.21749880618881434, "loss_cls": 0.21842436370206997, "loss_mask": 0.24341399921104312, "loss_rpn_cls": 0.039217392943101004, "loss_rpn_loc": 0.0724122750107199, "loss_sem_seg": 0.3122358601540327, "lr": 0.02, "mask_rcnn/accuracy": 0.8983187610524304, "mask_rcnn/false_negative": 0.10685523040957157, "mask_rcnn/false_positive": 0.11213342425638792, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5666133635022561, "total_loss": 1.1081441794958664} {"data_time": 0.012777959498635028, "eta_seconds": 66323.72914862314, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3222585330428468, "fast_rcnn/fg_cls_accuracy": 0.6555555555555556, "iteration": 152459, "loss_box_reg": 0.22305758437141776, "loss_cls": 0.21048584813252091, "loss_mask": 0.26943289488554, "loss_rpn_cls": 0.04588848940329626, "loss_rpn_loc": 0.07685952668543905, "loss_sem_seg": 0.3086509956046939, "lr": 0.02, "mask_rcnn/accuracy": 0.8964748714155801, "mask_rcnn/false_negative": 0.09288020039867513, "mask_rcnn/false_positive": 0.12352560227073976, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.5674486999996589, "total_loss": 1.147352790037985} {"data_time": 0.011729362500773277, "eta_seconds": 66302.93238037125, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.35131799347615267, "fast_rcnn/fg_cls_accuracy": 0.6273652910434313, "iteration": 152479, "loss_box_reg": 0.22867687605321407, "loss_cls": 0.19959168240893632, "loss_mask": 0.25512325298041105, "loss_rpn_cls": 0.03300813611713238, "loss_rpn_loc": 0.06378915323875844, "loss_sem_seg": 0.31298812571913004, "lr": 0.02, "mask_rcnn/accuracy": 0.8820057028602948, "mask_rcnn/false_negative": 0.09979398290525793, "mask_rcnn/false_positive": 0.14109395592269258, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 235.75, "rpn/num_pos_anchors": 20.25, "time": 0.5446144175002701, "total_loss": 1.0831435149011668} {"data_time": 0.011695324508764315, "eta_seconds": 66295.93111488246, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.25818165103879387, "fast_rcnn/fg_cls_accuracy": 0.7000457735733903, "iteration": 152499, "loss_box_reg": 0.22570019331760705, "loss_cls": 0.19818946393206716, "loss_mask": 0.24989233445376158, "loss_rpn_cls": 0.042965363289113156, "loss_rpn_loc": 0.07962142035830766, "loss_sem_seg": 0.34273046627640724, "lr": 0.02, "mask_rcnn/accuracy": 0.8967962052218341, "mask_rcnn/false_negative": 0.07642054661570769, "mask_rcnn/false_positive": 0.15541232203961516, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5714299414976267, "total_loss": 1.1879327202914283} {"data_time": 0.012372566998237744, "eta_seconds": 66278.52392182194, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.366692278140607, "fast_rcnn/fg_cls_accuracy": 0.5947368421052632, "iteration": 152519, "loss_box_reg": 0.23674929002299905, "loss_cls": 0.21118873404338956, "loss_mask": 0.26004468742758036, "loss_rpn_cls": 0.047282367770094424, "loss_rpn_loc": 0.0779158707591705, "loss_sem_seg": 0.32354068546555936, "lr": 0.02, "mask_rcnn/accuracy": 0.890759187046477, "mask_rcnn/false_negative": 0.11006984699574798, "mask_rcnn/false_positive": 0.11923128825643908, "roi_head/num_bg_samples": 463.0, "roi_head/num_fg_samples": 49.0, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5468343109969283, "total_loss": 1.1564314792340156} {"data_time": 0.012813860499591101, "eta_seconds": 66278.58831834358, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.3258765778401122, "fast_rcnn/fg_cls_accuracy": 0.6629236423029807, "iteration": 152539, "loss_box_reg": 0.2480437713675201, "loss_cls": 0.23357969522476196, "loss_mask": 0.2656289367005229, "loss_rpn_cls": 0.044648421404417604, "loss_rpn_loc": 0.08652926865033805, "loss_sem_seg": 0.3255439873319119, "lr": 0.02, "mask_rcnn/accuracy": 0.885216562950938, "mask_rcnn/false_negative": 0.10828770617362046, "mask_rcnn/false_positive": 0.11257590941866664, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5726089195013628, "total_loss": 1.2147391962935217} {"data_time": 0.01258214399422286, "eta_seconds": 66336.27221840443, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.29082762786951266, "fast_rcnn/fg_cls_accuracy": 0.6238496071829405, "iteration": 152559, "loss_box_reg": 0.24493703339248896, "loss_cls": 0.20879506436176598, "loss_mask": 0.25595654640346766, "loss_rpn_cls": 0.043550927337491885, "loss_rpn_loc": 0.0773310201766435, "loss_sem_seg": 0.3499928177334368, "lr": 0.02, "mask_rcnn/accuracy": 0.9037798368245977, "mask_rcnn/false_negative": 0.08292774428031673, "mask_rcnn/false_positive": 0.11753020903722843, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5700288514999556, "total_loss": 1.225448380690068} {"data_time": 0.012536896007077303, "eta_seconds": 66322.84524824622, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.34103722928226243, "fast_rcnn/fg_cls_accuracy": 0.634657672649471, "iteration": 152579, "loss_box_reg": 0.23008120572194457, "loss_cls": 0.21285641938447952, "loss_mask": 0.2462967368774116, "loss_rpn_cls": 0.04438917165680323, "loss_rpn_loc": 0.07042007349082269, "loss_sem_seg": 0.3340054890140891, "lr": 0.02, "mask_rcnn/accuracy": 0.8899303971848616, "mask_rcnn/false_negative": 0.10165479900298247, "mask_rcnn/false_positive": 0.12149929336294432, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 234.5, "rpn/num_pos_anchors": 21.5, "time": 0.552025117991434, "total_loss": 1.166514246215229} {"data_time": 0.013801558998238761, "eta_seconds": 66256.59653713857, "fast_rcnn/cls_accuracy": 0.96435546875, "fast_rcnn/false_negative": 0.3768386785628165, "fast_rcnn/fg_cls_accuracy": 0.618552036199095, "iteration": 152599, "loss_box_reg": 0.22466034861281514, "loss_cls": 0.2177099420223385, "loss_mask": 0.2577259950339794, "loss_rpn_cls": 0.040347591682802886, "loss_rpn_loc": 0.07485630572773516, "loss_sem_seg": 0.3362738015130162, "lr": 0.02, "mask_rcnn/accuracy": 0.8884882586357742, "mask_rcnn/false_negative": 0.09202964311866377, "mask_rcnn/false_positive": 0.12180379631315566, "roi_head/num_bg_samples": 465.0, "roi_head/num_fg_samples": 47.0, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5523201395044453, "total_loss": 1.1616396864992566} {"data_time": 0.012184813000203576, "eta_seconds": 66297.77497616985, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.4057017543859649, "fast_rcnn/fg_cls_accuracy": 0.5088374408762758, "iteration": 152619, "loss_box_reg": 0.22993995202705264, "loss_cls": 0.21075579524040222, "loss_mask": 0.27087784465402365, "loss_rpn_cls": 0.04753631120547652, "loss_rpn_loc": 0.06665834650630131, "loss_sem_seg": 0.3133495459333062, "lr": 0.02, "mask_rcnn/accuracy": 0.860561697174527, "mask_rcnn/false_negative": 0.10561465434587915, "mask_rcnn/false_positive": 0.15646317016287237, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.5732421634966158, "total_loss": 1.1400409078632947} {"data_time": 0.012763977494614664, "eta_seconds": 66288.95547797604, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.35405355832721935, "fast_rcnn/fg_cls_accuracy": 0.6058399223193232, "iteration": 152639, "loss_box_reg": 0.25553838070482016, "loss_cls": 0.22669639997184277, "loss_mask": 0.24200417939573526, "loss_rpn_cls": 0.04157259297790006, "loss_rpn_loc": 0.06321977457264438, "loss_sem_seg": 0.3152669435366988, "lr": 0.02, "mask_rcnn/accuracy": 0.9037252287360079, "mask_rcnn/false_negative": 0.08104891689224235, "mask_rcnn/false_positive": 0.11402448530952275, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5730549995059846, "total_loss": 1.1263349413056858} {"data_time": 0.012903852002636995, "eta_seconds": 66279.78745395385, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.303896832071769, "fast_rcnn/fg_cls_accuracy": 0.6248351234218956, "iteration": 152659, "loss_box_reg": 0.24007851723581553, "loss_cls": 0.20717949024401605, "loss_mask": 0.2557020727545023, "loss_rpn_cls": 0.04380008560838178, "loss_rpn_loc": 0.07991300232242793, "loss_sem_seg": 0.35052807349711657, "lr": 0.02, "mask_rcnn/accuracy": 0.9226884048138797, "mask_rcnn/false_negative": 0.06461526126366939, "mask_rcnn/false_positive": 0.08361110166103566, "roi_head/num_bg_samples": 462.75, "roi_head/num_fg_samples": 49.25, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5748085169980186, "total_loss": 1.223330215725582} {"data_time": 0.012247237995325122, "eta_seconds": 66266.36229779592, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.3825115261389388, "fast_rcnn/fg_cls_accuracy": 0.5461393596986818, "iteration": 152679, "loss_box_reg": 0.23867342993617058, "loss_cls": 0.21831419272348285, "loss_mask": 0.26092732418328524, "loss_rpn_cls": 0.04196552053326741, "loss_rpn_loc": 0.07735069176123943, "loss_sem_seg": 0.286741279065609, "lr": 0.02, "mask_rcnn/accuracy": 0.8917959220751386, "mask_rcnn/false_negative": 0.08799284198824181, "mask_rcnn/false_positive": 0.13516187190002615, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5582680500010611, "total_loss": 1.1355791609821608} {"data_time": 0.012361385503027122, "eta_seconds": 66252.59030405006, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.3789949680402557, "fast_rcnn/fg_cls_accuracy": 0.608015135878913, "iteration": 152699, "loss_box_reg": 0.24464209424331784, "loss_cls": 0.23138879612088203, "loss_mask": 0.25428150640800595, "loss_rpn_cls": 0.04836766386870295, "loss_rpn_loc": 0.09972314111655578, "loss_sem_seg": 0.315029826015234, "lr": 0.02, "mask_rcnn/accuracy": 0.885944326200794, "mask_rcnn/false_negative": 0.09529565219070954, "mask_rcnn/false_positive": 0.13609706780664624, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5669096429919591, "total_loss": 1.2064178024302237} {"data_time": 0.013179374502215069, "eta_seconds": 66243.7691176158, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.29886624203821655, "fast_rcnn/fg_cls_accuracy": 0.6855114503816795, "iteration": 152719, "loss_box_reg": 0.22656905860640109, "loss_cls": 0.23849359527230263, "loss_mask": 0.24823705665767193, "loss_rpn_cls": 0.037689770484576, "loss_rpn_loc": 0.07149320762255229, "loss_sem_seg": 0.32563543040305376, "lr": 0.02, "mask_rcnn/accuracy": 0.8915966820504951, "mask_rcnn/false_negative": 0.09567674355427724, "mask_rcnn/false_positive": 0.12231574747053323, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.570229480494163, "total_loss": 1.1442628627482918} {"data_time": 0.012806954502593726, "eta_seconds": 66196.99040373728, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.32463768115942027, "fast_rcnn/fg_cls_accuracy": 0.6427536231884058, "iteration": 152739, "loss_box_reg": 0.21140850149095058, "loss_cls": 0.19546779757365584, "loss_mask": 0.23994182888418436, "loss_rpn_cls": 0.05233909987146035, "loss_rpn_loc": 0.0846347960177809, "loss_sem_seg": 0.29858390102162957, "lr": 0.02, "mask_rcnn/accuracy": 0.8912657827926525, "mask_rcnn/false_negative": 0.10913220699257978, "mask_rcnn/false_positive": 0.13178355561938038, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5633068780007306, "total_loss": 1.0921850068843924} {"data_time": 0.012742175000312272, "eta_seconds": 66152.73486080575, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.32758215962441317, "fast_rcnn/fg_cls_accuracy": 0.6536384976525822, "iteration": 152759, "loss_box_reg": 0.2459415423218161, "loss_cls": 0.19943406363017857, "loss_mask": 0.24457974126562476, "loss_rpn_cls": 0.042126655840547755, "loss_rpn_loc": 0.07592247554566711, "loss_sem_seg": 0.32876515248790383, "lr": 0.02, "mask_rcnn/accuracy": 0.8784490273070906, "mask_rcnn/false_negative": 0.09281174522138361, "mask_rcnn/false_positive": 0.13690794481432328, "roi_head/num_bg_samples": 432.75, "roi_head/num_fg_samples": 79.25, "rpn/num_neg_anchors": 201.0, "rpn/num_pos_anchors": 55.0, "time": 0.5644482075003907, "total_loss": 1.0971532606636174} {"data_time": 0.012171647998911794, "eta_seconds": 66143.1658275049, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.33235294117647063, "fast_rcnn/fg_cls_accuracy": 0.6327900912646676, "iteration": 152779, "loss_box_reg": 0.2642635516822338, "loss_cls": 0.2224898673593998, "loss_mask": 0.2622427260503173, "loss_rpn_cls": 0.047919957141857594, "loss_rpn_loc": 0.07707240030867979, "loss_sem_seg": 0.3272877847775817, "lr": 0.02, "mask_rcnn/accuracy": 0.8947127346308894, "mask_rcnn/false_negative": 0.09694210371327971, "mask_rcnn/false_positive": 0.09241346230928119, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.565118682992761, "total_loss": 1.1855759599711746} {"data_time": 0.011967110498517286, "eta_seconds": 66122.39495844905, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.3523820608317815, "fast_rcnn/fg_cls_accuracy": 0.5930761369443025, "iteration": 152799, "loss_box_reg": 0.24756691930815578, "loss_cls": 0.21777645125985146, "loss_mask": 0.25655304081737995, "loss_rpn_cls": 0.04688566162803909, "loss_rpn_loc": 0.0794804947800003, "loss_sem_seg": 0.35467267013154924, "lr": 0.02, "mask_rcnn/accuracy": 0.8894688725243791, "mask_rcnn/false_negative": 0.08949727220735026, "mask_rcnn/false_positive": 0.12193563903720704, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5650155690018437, "total_loss": 1.1955491137923673} {"data_time": 0.012364842994429637, "eta_seconds": 66102.58932157891, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.32842836313406487, "fast_rcnn/fg_cls_accuracy": 0.6209205755059071, "iteration": 152819, "loss_box_reg": 0.23558331211097538, "loss_cls": 0.2181008136831224, "loss_mask": 0.26677650958299637, "loss_rpn_cls": 0.04242617578711361, "loss_rpn_loc": 0.07412878755712882, "loss_sem_seg": 0.33518929965794086, "lr": 0.02, "mask_rcnn/accuracy": 0.8898287925829937, "mask_rcnn/false_negative": 0.08931770101330797, "mask_rcnn/false_positive": 0.13017420175211486, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5574416935050976, "total_loss": 1.1724252391140908} {"data_time": 0.012209934000566136, "eta_seconds": 66104.09771279176, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.2552902875746066, "fast_rcnn/fg_cls_accuracy": 0.7048669763513513, "iteration": 152839, "loss_box_reg": 0.2399900844320655, "loss_cls": 0.21544526098296046, "loss_mask": 0.2509598135948181, "loss_rpn_cls": 0.037470742186997086, "loss_rpn_loc": 0.07504882002831437, "loss_sem_seg": 0.36368169728666544, "lr": 0.02, "mask_rcnn/accuracy": 0.8994158323319675, "mask_rcnn/false_negative": 0.07826628285187787, "mask_rcnn/false_positive": 0.12454115638479124, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5729522050023661, "total_loss": 1.1351135463337414} {"data_time": 0.011664130004646722, "eta_seconds": 66086.70823985277, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.37961452928094885, "fast_rcnn/fg_cls_accuracy": 0.6110287455728522, "iteration": 152859, "loss_box_reg": 0.22298005945049226, "loss_cls": 0.20681684277951717, "loss_mask": 0.25617362279444933, "loss_rpn_cls": 0.04549213871359825, "loss_rpn_loc": 0.07396226411219686, "loss_sem_seg": 0.30942232720553875, "lr": 0.02, "mask_rcnn/accuracy": 0.8883882189239332, "mask_rcnn/false_negative": 0.08722148641791949, "mask_rcnn/false_positive": 0.10988770595215838, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5656484789942624, "total_loss": 1.144810916201095} {"data_time": 0.014129982999293134, "eta_seconds": 66085.02537194693, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.3738986283949496, "fast_rcnn/fg_cls_accuracy": 0.5858388591152692, "iteration": 152879, "loss_box_reg": 0.2571957155596465, "loss_cls": 0.2222406012006104, "loss_mask": 0.25446377601474524, "loss_rpn_cls": 0.04300629082717933, "loss_rpn_loc": 0.06997320341179147, "loss_sem_seg": 0.322482465300709, "lr": 0.02, "mask_rcnn/accuracy": 0.8975748411947561, "mask_rcnn/false_negative": 0.07642911505282171, "mask_rcnn/false_positive": 0.11610515692216583, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5694529929969576, "total_loss": 1.1685485312191304} {"data_time": 0.012830446503357962, "eta_seconds": 66064.14168903287, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.4174228675136116, "fast_rcnn/fg_cls_accuracy": 0.5731618243791592, "iteration": 152899, "loss_box_reg": 0.22349392715841532, "loss_cls": 0.21241265814751387, "loss_mask": 0.24873063992708921, "loss_rpn_cls": 0.044689762842608616, "loss_rpn_loc": 0.06988223316147923, "loss_sem_seg": 0.3159900362370536, "lr": 0.02, "mask_rcnn/accuracy": 0.8974853609724762, "mask_rcnn/false_negative": 0.08498514867120546, "mask_rcnn/false_positive": 0.13483902809128473, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5607023504999233, "total_loss": 1.1351207462430466} {"data_time": 0.013311404502019286, "eta_seconds": 66059.88087370966, "fast_rcnn/cls_accuracy": 0.95703125, "fast_rcnn/false_negative": 0.3010612244897959, "fast_rcnn/fg_cls_accuracy": 0.6128235294117648, "iteration": 152919, "loss_box_reg": 0.220188002102077, "loss_cls": 0.20769014954566956, "loss_mask": 0.25834098272025585, "loss_rpn_cls": 0.045866624714108184, "loss_rpn_loc": 0.07210678129922599, "loss_sem_seg": 0.3229891415685415, "lr": 0.02, "mask_rcnn/accuracy": 0.8948002282804106, "mask_rcnn/false_negative": 0.10591684565737913, "mask_rcnn/false_positive": 0.10009242492139359, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 234.25, "rpn/num_pos_anchors": 21.75, "time": 0.5635269004997099, "total_loss": 1.1524629520135932} {"data_time": 0.011987818499619607, "eta_seconds": 66061.53076076964, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.3536019536019536, "fast_rcnn/fg_cls_accuracy": 0.6295945433876469, "iteration": 152939, "loss_box_reg": 0.23504302790388465, "loss_cls": 0.20808628760278225, "loss_mask": 0.25328335631638765, "loss_rpn_cls": 0.04504147864645347, "loss_rpn_loc": 0.08123311406234279, "loss_sem_seg": 0.3047648658975959, "lr": 0.02, "mask_rcnn/accuracy": 0.8877427300707517, "mask_rcnn/false_negative": 0.09583680073140183, "mask_rcnn/false_positive": 0.1572094696033472, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.57077642850345, "total_loss": 1.17391831491841} {"data_time": 0.012208480497065466, "eta_seconds": 66041.59895937589, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.3355855855855856, "fast_rcnn/fg_cls_accuracy": 0.5860274990709773, "iteration": 152959, "loss_box_reg": 0.23343312041833997, "loss_cls": 0.20935134938918054, "loss_mask": 0.2563194278627634, "loss_rpn_cls": 0.042396146280225366, "loss_rpn_loc": 0.08297900774050504, "loss_sem_seg": 0.34815913438796997, "lr": 0.02, "mask_rcnn/accuracy": 0.8934865064446831, "mask_rcnn/false_negative": 0.09994300293476926, "mask_rcnn/false_positive": 0.09694218543133193, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5659232809994137, "total_loss": 1.172745316151122} {"data_time": 0.013758521003182977, "eta_seconds": 65985.69850193524, "fast_rcnn/cls_accuracy": 0.91259765625, "fast_rcnn/false_negative": 0.4761072261072261, "fast_rcnn/fg_cls_accuracy": 0.4523809523809524, "iteration": 152979, "loss_box_reg": 0.21058415481820703, "loss_cls": 0.2148359720595181, "loss_mask": 0.2650220487266779, "loss_rpn_cls": 0.05654783977661282, "loss_rpn_loc": 0.07740101517993025, "loss_sem_seg": 0.3104693405330181, "lr": 0.02, "mask_rcnn/accuracy": 0.8882431659299664, "mask_rcnn/false_negative": 0.09887470995188688, "mask_rcnn/false_positive": 0.13940082901031886, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5546056329985731, "total_loss": 1.1704371877858648} {"data_time": 0.011872873001266271, "eta_seconds": 66027.67070621991, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3477639710279753, "fast_rcnn/fg_cls_accuracy": 0.6031017911751857, "iteration": 152999, "loss_box_reg": 0.2341048683738336, "loss_cls": 0.21357016125693917, "loss_mask": 0.26340041868388653, "loss_rpn_cls": 0.05182270961813629, "loss_rpn_loc": 0.07075415151484776, "loss_sem_seg": 0.32408318761736155, "lr": 0.02, "mask_rcnn/accuracy": 0.8802423816622837, "mask_rcnn/false_negative": 0.09659616112573624, "mask_rcnn/false_positive": 0.13578452687395265, "roi_head/num_bg_samples": 457.75, "roi_head/num_fg_samples": 54.25, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5734566620012629, "total_loss": 1.1871453783242032} {"data_time": 0.012492373505665455, "eta_seconds": 65973.98659831188, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.31936813186813184, "fast_rcnn/fg_cls_accuracy": 0.6215059399021663, "iteration": 153019, "loss_box_reg": 0.2200949783436954, "loss_cls": 0.2284958171658218, "loss_mask": 0.2552639665082097, "loss_rpn_cls": 0.04554790871043224, "loss_rpn_loc": 0.07473442307673395, "loss_sem_seg": 0.3235374242067337, "lr": 0.02, "mask_rcnn/accuracy": 0.9064451566095264, "mask_rcnn/false_negative": 0.07376362010376475, "mask_rcnn/false_positive": 0.11307007690900744, "roi_head/num_bg_samples": 457.5, "roi_head/num_fg_samples": 54.5, "rpn/num_neg_anchors": 237.25, "rpn/num_pos_anchors": 18.75, "time": 0.5597496510090423, "total_loss": 1.1635448081651703} {"data_time": 0.012862739000411239, "eta_seconds": 66032.2167328563, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3270810003732736, "fast_rcnn/fg_cls_accuracy": 0.6108622620380739, "iteration": 153039, "loss_box_reg": 0.2546568256802857, "loss_cls": 0.2381423118058592, "loss_mask": 0.26736905705183744, "loss_rpn_cls": 0.046211921086069196, "loss_rpn_loc": 0.08238369436003268, "loss_sem_seg": 0.3326689887326211, "lr": 0.02, "mask_rcnn/accuracy": 0.8801399746650655, "mask_rcnn/false_negative": 0.10999069778644321, "mask_rcnn/false_positive": 0.12371005147663101, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5791398019937333, "total_loss": 1.283551678643562} {"data_time": 0.013347171494388022, "eta_seconds": 66053.84839615153, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.4199937002913615, "fast_rcnn/fg_cls_accuracy": 0.5707142294668872, "iteration": 153059, "loss_box_reg": 0.2325430973432958, "loss_cls": 0.2408477016724646, "loss_mask": 0.2576389145106077, "loss_rpn_cls": 0.04311716859228909, "loss_rpn_loc": 0.0754488930106163, "loss_sem_seg": 0.35592636931687593, "lr": 0.02, "mask_rcnn/accuracy": 0.8798090265732325, "mask_rcnn/false_negative": 0.10606646464128736, "mask_rcnn/false_positive": 0.1312664668980869, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 236.75, "rpn/num_pos_anchors": 19.25, "time": 0.5668687680008588, "total_loss": 1.2403231551434146} {"data_time": 0.012925703500513919, "eta_seconds": 66032.61321614822, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.3607524958537934, "fast_rcnn/fg_cls_accuracy": 0.60352775621118, "iteration": 153079, "loss_box_reg": 0.20810733013786376, "loss_cls": 0.19401930319145322, "loss_mask": 0.2424137955531478, "loss_rpn_cls": 0.038794704887550324, "loss_rpn_loc": 0.06324003227928188, "loss_sem_seg": 0.38065240252763033, "lr": 0.02, "mask_rcnn/accuracy": 0.9024928827105166, "mask_rcnn/false_negative": 0.09777952378556228, "mask_rcnn/false_positive": 0.103339281951834, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5507433995007887, "total_loss": 1.1154489708715118} {"data_time": 0.011813650009571575, "eta_seconds": 66029.13390590466, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.32978723404255317, "fast_rcnn/fg_cls_accuracy": 0.6150636802810716, "iteration": 153099, "loss_box_reg": 0.23209130857139826, "loss_cls": 0.21592923370189965, "loss_mask": 0.2584221139550209, "loss_rpn_cls": 0.0499334258493036, "loss_rpn_loc": 0.08155301824444905, "loss_sem_seg": 0.34656057320535183, "lr": 0.02, "mask_rcnn/accuracy": 0.8944304745707807, "mask_rcnn/false_negative": 0.0798507564833836, "mask_rcnn/false_positive": 0.1374026358624983, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.57567706550617, "total_loss": 1.1990020681987517} {"data_time": 0.012370866003038827, "eta_seconds": 66039.98813481003, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.3633423180592992, "fast_rcnn/fg_cls_accuracy": 0.5722459962393827, "iteration": 153119, "loss_box_reg": 0.2512015691027045, "loss_cls": 0.21790872002020478, "loss_mask": 0.26346362475305796, "loss_rpn_cls": 0.040197140609961934, "loss_rpn_loc": 0.08459382940782234, "loss_sem_seg": 0.3541530752554536, "lr": 0.02, "mask_rcnn/accuracy": 0.864091668413397, "mask_rcnn/false_negative": 0.10670683800479415, "mask_rcnn/false_positive": 0.16352921851183894, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.5909368080028798, "total_loss": 1.2077922585449414} {"data_time": 0.013752735503658187, "eta_seconds": 66048.09304872996, "fast_rcnn/cls_accuracy": 0.91064453125, "fast_rcnn/false_negative": 0.42282361184095285, "fast_rcnn/fg_cls_accuracy": 0.5431763710700691, "iteration": 153139, "loss_box_reg": 0.2354278163984418, "loss_cls": 0.2099072551354766, "loss_mask": 0.24465571297332644, "loss_rpn_cls": 0.05039136984851211, "loss_rpn_loc": 0.09263848868431523, "loss_sem_seg": 0.3075041682459414, "lr": 0.02, "mask_rcnn/accuracy": 0.8790070591728755, "mask_rcnn/false_negative": 0.09538893410386935, "mask_rcnn/false_positive": 0.16404815440199538, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5679424699992524, "total_loss": 1.1422154354222585} {"data_time": 0.01304163350869203, "eta_seconds": 66014.03988020468, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.35059523809523807, "fast_rcnn/fg_cls_accuracy": 0.6268712574850299, "iteration": 153159, "loss_box_reg": 0.2382840528152883, "loss_cls": 0.20502594904974103, "loss_mask": 0.2579147946089506, "loss_rpn_cls": 0.0428802341921255, "loss_rpn_loc": 0.07356368163891602, "loss_sem_seg": 0.32607594737783074, "lr": 0.02, "mask_rcnn/accuracy": 0.8899721770576362, "mask_rcnn/false_negative": 0.10078930455856455, "mask_rcnn/false_positive": 0.11459689953402669, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5510437145057949, "total_loss": 1.1420841015642509} {"data_time": 0.012953983503393829, "eta_seconds": 65999.97258314118, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.3526826115061409, "fast_rcnn/fg_cls_accuracy": 0.5883940620782726, "iteration": 153179, "loss_box_reg": 0.22429170785471797, "loss_cls": 0.22060141107067466, "loss_mask": 0.24598383530974388, "loss_rpn_cls": 0.04191130993422121, "loss_rpn_loc": 0.07380290603032336, "loss_sem_seg": 0.34621993405744433, "lr": 0.02, "mask_rcnn/accuracy": 0.8953965039253111, "mask_rcnn/false_negative": 0.10603879076725413, "mask_rcnn/false_positive": 0.09843795268241351, "roi_head/num_bg_samples": 459.25, "roi_head/num_fg_samples": 52.75, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5581524684967007, "total_loss": 1.1466156042879447} {"data_time": 0.011286396002105903, "eta_seconds": 66049.07822960704, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.35642362350924806, "fast_rcnn/fg_cls_accuracy": 0.627158326016974, "iteration": 153199, "loss_box_reg": 0.23298980435356498, "loss_cls": 0.2235113149508834, "loss_mask": 0.25373638793826103, "loss_rpn_cls": 0.041975099687988404, "loss_rpn_loc": 0.08654423386906274, "loss_sem_seg": 0.3004721119068563, "lr": 0.02, "mask_rcnn/accuracy": 0.9032915637321554, "mask_rcnn/false_negative": 0.08204541793602721, "mask_rcnn/false_positive": 0.10692229348479887, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5700718565058196, "total_loss": 1.157706568541471} {"data_time": 0.012175913499959279, "eta_seconds": 66037.76855276701, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3610923089939927, "fast_rcnn/fg_cls_accuracy": 0.5966981132075472, "iteration": 153219, "loss_box_reg": 0.23978772945702076, "loss_cls": 0.2138467188924551, "loss_mask": 0.25822469033300877, "loss_rpn_cls": 0.04815829212020617, "loss_rpn_loc": 0.07933692657388747, "loss_sem_seg": 0.31177581660449505, "lr": 0.02, "mask_rcnn/accuracy": 0.8892521122336627, "mask_rcnn/false_negative": 0.09958490068083828, "mask_rcnn/false_positive": 0.12967486403668071, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5830513144974248, "total_loss": 1.175524582649814} {"data_time": 0.012166422493464779, "eta_seconds": 66026.45887592698, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.33562271062271065, "fast_rcnn/fg_cls_accuracy": 0.6323260073260073, "iteration": 153239, "loss_box_reg": 0.22035047505050898, "loss_cls": 0.20984148810384795, "loss_mask": 0.25568099645897746, "loss_rpn_cls": 0.04062211389828008, "loss_rpn_loc": 0.07077071536332369, "loss_sem_seg": 0.3317026859149337, "lr": 0.02, "mask_rcnn/accuracy": 0.8882290961277158, "mask_rcnn/false_negative": 0.09217930604414196, "mask_rcnn/false_positive": 0.1431508669558553, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5590901880059391, "total_loss": 1.2059742565616034} {"data_time": 0.012010636004561093, "eta_seconds": 66046.85482920037, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.3508160042116346, "fast_rcnn/fg_cls_accuracy": 0.6249037047412285, "iteration": 153259, "loss_box_reg": 0.22852624487131834, "loss_cls": 0.21058026142418385, "loss_mask": 0.2539385110139847, "loss_rpn_cls": 0.04739865515148267, "loss_rpn_loc": 0.0686482192541007, "loss_sem_seg": 0.3098611459136009, "lr": 0.02, "mask_rcnn/accuracy": 0.8984193721189893, "mask_rcnn/false_negative": 0.09433932075442258, "mask_rcnn/false_positive": 0.11040148443570905, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 235.25, "rpn/num_pos_anchors": 20.75, "time": 0.5704066289981711, "total_loss": 1.1816417156514945} {"data_time": 0.012176987998827826, "eta_seconds": 66024.08372960781, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.3335365853658536, "fast_rcnn/fg_cls_accuracy": 0.5587409420289855, "iteration": 153279, "loss_box_reg": 0.23008086625486612, "loss_cls": 0.2289200418163091, "loss_mask": 0.26472546486184, "loss_rpn_cls": 0.03977296914672479, "loss_rpn_loc": 0.07738606718339724, "loss_sem_seg": 0.3626043163239956, "lr": 0.02, "mask_rcnn/accuracy": 0.8989262012276175, "mask_rcnn/false_negative": 0.09033252610316053, "mask_rcnn/false_positive": 0.10443696170180511, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5766034799962654, "total_loss": 1.2125278292078292} {"data_time": 0.012225477999891154, "eta_seconds": 65937.32863870973, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.398719487795118, "fast_rcnn/fg_cls_accuracy": 0.5729166666666667, "iteration": 153299, "loss_box_reg": 0.22034955699928105, "loss_cls": 0.2131790197454393, "loss_mask": 0.2443232024088502, "loss_rpn_cls": 0.04362641921034083, "loss_rpn_loc": 0.07578101684339345, "loss_sem_seg": 0.334225180093199, "lr": 0.02, "mask_rcnn/accuracy": 0.8920048447010382, "mask_rcnn/false_negative": 0.0821617279941254, "mask_rcnn/false_positive": 0.11385963454138762, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5589501850045053, "total_loss": 1.1391008734353818} {"data_time": 0.011728529498213902, "eta_seconds": 66042.112016253, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.29262844378257635, "fast_rcnn/fg_cls_accuracy": 0.7073715562174236, "iteration": 153319, "loss_box_reg": 0.22540243878029287, "loss_cls": 0.1996700894087553, "loss_mask": 0.23597040493041277, "loss_rpn_cls": 0.04218224929354619, "loss_rpn_loc": 0.0888314924959559, "loss_sem_seg": 0.3502886896021664, "lr": 0.02, "mask_rcnn/accuracy": 0.903502751709332, "mask_rcnn/false_negative": 0.0906620654558844, "mask_rcnn/false_positive": 0.12003608303363175, "roi_head/num_bg_samples": 468.75, "roi_head/num_fg_samples": 43.25, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5742282425053418, "total_loss": 1.153312702641415} {"data_time": 0.012394876997859683, "eta_seconds": 66030.79190209281, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.31958333333333333, "fast_rcnn/fg_cls_accuracy": 0.5942857142857143, "iteration": 153339, "loss_box_reg": 0.24021543143317103, "loss_cls": 0.22506998991593719, "loss_mask": 0.25044491793960333, "loss_rpn_cls": 0.04120297110057436, "loss_rpn_loc": 0.07736799027770758, "loss_sem_seg": 0.31135388067923486, "lr": 0.02, "mask_rcnn/accuracy": 0.9042765161088956, "mask_rcnn/false_negative": 0.07298788450132493, "mask_rcnn/false_positive": 0.10816249273949799, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5638370485030464, "total_loss": 1.145628061669413} {"data_time": 0.012642859997868072, "eta_seconds": 65978.83114696742, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.29888472810159555, "fast_rcnn/fg_cls_accuracy": 0.6148628278564968, "iteration": 153359, "loss_box_reg": 0.22376914089545608, "loss_cls": 0.21131504699587822, "loss_mask": 0.24936778005212545, "loss_rpn_cls": 0.04665258864406496, "loss_rpn_loc": 0.07256324554327875, "loss_sem_seg": 0.31151467049494386, "lr": 0.02, "mask_rcnn/accuracy": 0.9022546739711292, "mask_rcnn/false_negative": 0.09028702465832728, "mask_rcnn/false_positive": 0.10084108610145512, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5597473830057424, "total_loss": 1.150689414833323} {"data_time": 0.012327587501204107, "eta_seconds": 65912.4486307317, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.2973315624245351, "fast_rcnn/fg_cls_accuracy": 0.6414988050529191, "iteration": 153379, "loss_box_reg": 0.23212965158745646, "loss_cls": 0.21554914978332818, "loss_mask": 0.24655804224312305, "loss_rpn_cls": 0.043517437763512135, "loss_rpn_loc": 0.08706715045263991, "loss_sem_seg": 0.34042806434445083, "lr": 0.02, "mask_rcnn/accuracy": 0.9041912026479616, "mask_rcnn/false_negative": 0.06854681707853036, "mask_rcnn/false_positive": 0.10318488447134633, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 239.5, "rpn/num_pos_anchors": 16.5, "time": 0.5609507554981974, "total_loss": 1.157592344476143} {"data_time": 0.01298728249821579, "eta_seconds": 65880.82755590949, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.2889506470264317, "fast_rcnn/fg_cls_accuracy": 0.6927226734581498, "iteration": 153399, "loss_box_reg": 0.22712160367518663, "loss_cls": 0.21632063947618008, "loss_mask": 0.2576969414949417, "loss_rpn_cls": 0.048656883591320366, "loss_rpn_loc": 0.06980598252266645, "loss_sem_seg": 0.33413173351436853, "lr": 0.02, "mask_rcnn/accuracy": 0.8854237472810441, "mask_rcnn/false_negative": 0.07522217109088578, "mask_rcnn/false_positive": 0.12724350101294174, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.564269020993379, "total_loss": 1.19081359487609} {"data_time": 0.013336711497686338, "eta_seconds": 65894.15344280755, "fast_rcnn/cls_accuracy": 0.9599609375, "fast_rcnn/false_negative": 0.2729566916313904, "fast_rcnn/fg_cls_accuracy": 0.6701616245337754, "iteration": 153419, "loss_box_reg": 0.21661861799657345, "loss_cls": 0.1928405757062137, "loss_mask": 0.26299856090918183, "loss_rpn_cls": 0.0393232936039567, "loss_rpn_loc": 0.08341459464281797, "loss_sem_seg": 0.3315022918395698, "lr": 0.02, "mask_rcnn/accuracy": 0.8881685654177948, "mask_rcnn/false_negative": 0.06936301598891685, "mask_rcnn/false_positive": 0.13390562919976634, "roi_head/num_bg_samples": 466.25, "roi_head/num_fg_samples": 45.75, "rpn/num_neg_anchors": 238.0, "rpn/num_pos_anchors": 18.0, "time": 0.5601364260073751, "total_loss": 1.1039932325656991} {"data_time": 0.013270920993818436, "eta_seconds": 65968.45478090944, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3455165692007797, "fast_rcnn/fg_cls_accuracy": 0.640400604686319, "iteration": 153439, "loss_box_reg": 0.2395440200343728, "loss_cls": 0.22253876272588968, "loss_mask": 0.2631862871348858, "loss_rpn_cls": 0.0448769616195932, "loss_rpn_loc": 0.08694337210908998, "loss_sem_seg": 0.3183014872483909, "lr": 0.02, "mask_rcnn/accuracy": 0.881793788509627, "mask_rcnn/false_negative": 0.08219639549437367, "mask_rcnn/false_positive": 0.1455099813607948, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.5810184245056007, "total_loss": 1.1953801591444062} {"data_time": 0.014076516999921296, "eta_seconds": 65966.73210299677, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3283208020050125, "fast_rcnn/fg_cls_accuracy": 0.6346290253936728, "iteration": 153459, "loss_box_reg": 0.22575493168551475, "loss_cls": 0.21143078105524182, "loss_mask": 0.24946305342018604, "loss_rpn_cls": 0.03948711496195756, "loss_rpn_loc": 0.07362243044190109, "loss_sem_seg": 0.3076187949627638, "lr": 0.02, "mask_rcnn/accuracy": 0.8992993037089247, "mask_rcnn/false_negative": 0.09879932968263896, "mask_rcnn/false_positive": 0.10095834083974067, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5682766565005295, "total_loss": 1.135384077031631} {"data_time": 0.012628757489437703, "eta_seconds": 65986.68597035458, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.38387687950351956, "fast_rcnn/fg_cls_accuracy": 0.593841642228739, "iteration": 153479, "loss_box_reg": 0.2294260945636779, "loss_cls": 0.2080269195139408, "loss_mask": 0.24724480882287025, "loss_rpn_cls": 0.046975011042377446, "loss_rpn_loc": 0.07918253247044049, "loss_sem_seg": 0.34554821252822876, "lr": 0.02, "mask_rcnn/accuracy": 0.8982999431444132, "mask_rcnn/false_negative": 0.08331458735479505, "mask_rcnn/false_positive": 0.11667620567631776, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5639674014964839, "total_loss": 1.2288121462916024} {"data_time": 0.01203863151022233, "eta_seconds": 65944.09054951671, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3336693548387097, "fast_rcnn/fg_cls_accuracy": 0.5883437090432504, "iteration": 153499, "loss_box_reg": 0.22495118156075478, "loss_cls": 0.2047406667843461, "loss_mask": 0.25702709797769785, "loss_rpn_cls": 0.04865611655986868, "loss_rpn_loc": 0.07745049172081053, "loss_sem_seg": 0.30042979260906577, "lr": 0.02, "mask_rcnn/accuracy": 0.8848928123881131, "mask_rcnn/false_negative": 0.07276038748865163, "mask_rcnn/false_positive": 0.15049579187903195, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.5529653919948032, "total_loss": 1.1247170126735} {"data_time": 0.01271354599884944, "eta_seconds": 65964.03368073456, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.31779136356601145, "fast_rcnn/fg_cls_accuracy": 0.6318513469161049, "iteration": 153519, "loss_box_reg": 0.2451997536700219, "loss_cls": 0.23663218738511205, "loss_mask": 0.253105528652668, "loss_rpn_cls": 0.04388698941329494, "loss_rpn_loc": 0.08010065798589494, "loss_sem_seg": 0.32071779668331146, "lr": 0.02, "mask_rcnn/accuracy": 0.9040301999690539, "mask_rcnn/false_negative": 0.10987529478761385, "mask_rcnn/false_positive": 0.10337809927785804, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 234.5, "rpn/num_pos_anchors": 21.5, "time": 0.5739926919995924, "total_loss": 1.1372313480678713} {"data_time": 0.012893785489723086, "eta_seconds": 65935.49931683365, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.3475177304964539, "fast_rcnn/fg_cls_accuracy": 0.6044036399090023, "iteration": 153539, "loss_box_reg": 0.2265951798763126, "loss_cls": 0.21225299150682986, "loss_mask": 0.25151520874351263, "loss_rpn_cls": 0.047385481382661965, "loss_rpn_loc": 0.07683006778825074, "loss_sem_seg": 0.3411217322573066, "lr": 0.02, "mask_rcnn/accuracy": 0.9177415838130124, "mask_rcnn/false_negative": 0.08310209239573763, "mask_rcnn/false_positive": 0.10525998170368026, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.559685514010198, "total_loss": 1.153894644608954} {"data_time": 0.012012259001494385, "eta_seconds": 65882.48366999539, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.3638858293136845, "fast_rcnn/fg_cls_accuracy": 0.5694288012872084, "iteration": 153559, "loss_box_reg": 0.22230703616514802, "loss_cls": 0.21506196539849043, "loss_mask": 0.25152686797082424, "loss_rpn_cls": 0.04617840301943943, "loss_rpn_loc": 0.07873874151846394, "loss_sem_seg": 0.3291273140348494, "lr": 0.02, "mask_rcnn/accuracy": 0.8798124655267512, "mask_rcnn/false_negative": 0.09804027326041313, "mask_rcnn/false_positive": 0.13638544476168352, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.565558943002543, "total_loss": 1.132107665282092} {"data_time": 0.012734920004731975, "eta_seconds": 65871.16764150542, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.33827375762859635, "fast_rcnn/fg_cls_accuracy": 0.6540344692518606, "iteration": 153579, "loss_box_reg": 0.23063965351320803, "loss_cls": 0.21241791360080242, "loss_mask": 0.26199809089303017, "loss_rpn_cls": 0.04000975453527644, "loss_rpn_loc": 0.06349949783179909, "loss_sem_seg": 0.34834642615169287, "lr": 0.02, "mask_rcnn/accuracy": 0.8808548580519195, "mask_rcnn/false_negative": 0.0999563566195524, "mask_rcnn/false_positive": 0.12380867349588216, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5613290635010344, "total_loss": 1.1853810242373584} {"data_time": 0.012211588997161016, "eta_seconds": 65859.85161301546, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.3303018575851393, "fast_rcnn/fg_cls_accuracy": 0.6222393822393822, "iteration": 153599, "loss_box_reg": 0.21310512674972415, "loss_cls": 0.20412595570087433, "loss_mask": 0.2544901315122843, "loss_rpn_cls": 0.04788012581411749, "loss_rpn_loc": 0.07526828398113139, "loss_sem_seg": 0.34392905980348587, "lr": 0.02, "mask_rcnn/accuracy": 0.8893565866196103, "mask_rcnn/false_negative": 0.12176613751584742, "mask_rcnn/false_positive": 0.10408461210636163, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5538085859952844, "total_loss": 1.1863448783988133} {"data_time": 0.011898541997652501, "eta_seconds": 65817.00791446387, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.304265626846272, "fast_rcnn/fg_cls_accuracy": 0.674167327517843, "iteration": 153619, "loss_box_reg": 0.24051784863695502, "loss_cls": 0.21272191451862454, "loss_mask": 0.254507290199399, "loss_rpn_cls": 0.04410754636046477, "loss_rpn_loc": 0.08149775720085017, "loss_sem_seg": 0.28981003863736987, "lr": 0.02, "mask_rcnn/accuracy": 0.8853622655414012, "mask_rcnn/false_negative": 0.1006656347124189, "mask_rcnn/false_positive": 0.11656671552576853, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5707099389983341, "total_loss": 1.189571545313811} {"data_time": 0.012630815006559715, "eta_seconds": 65740.0879101094, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.33000578703703703, "fast_rcnn/fg_cls_accuracy": 0.665622537431048, "iteration": 153639, "loss_box_reg": 0.2377290795557201, "loss_cls": 0.21778810396790504, "loss_mask": 0.25145851634442806, "loss_rpn_cls": 0.04584303998854011, "loss_rpn_loc": 0.0811353811295703, "loss_sem_seg": 0.361771366558969, "lr": 0.02, "mask_rcnn/accuracy": 0.8927195354855705, "mask_rcnn/false_negative": 0.09385345483344829, "mask_rcnn/false_positive": 0.14136993790154864, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5597806145015056, "total_loss": 1.1947260333399754} {"data_time": 0.011670690000755712, "eta_seconds": 65705.74724122511, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.3222222222222222, "fast_rcnn/fg_cls_accuracy": 0.6392325315005727, "iteration": 153659, "loss_box_reg": 0.24254638934507966, "loss_cls": 0.2192080409731716, "loss_mask": 0.26247316878288984, "loss_rpn_cls": 0.042132668662816286, "loss_rpn_loc": 0.08044952197815292, "loss_sem_seg": 0.3175689307972789, "lr": 0.02, "mask_rcnn/accuracy": 0.8972946773748158, "mask_rcnn/false_negative": 0.09361165134516569, "mask_rcnn/false_positive": 0.09144434616300276, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.565486110499478, "total_loss": 1.190217097508139} {"data_time": 0.012819577001209836, "eta_seconds": 65795.98771331643, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.3299026946107785, "fast_rcnn/fg_cls_accuracy": 0.5757661148291652, "iteration": 153679, "loss_box_reg": 0.2465159515850246, "loss_cls": 0.22634771093726158, "loss_mask": 0.25496434420347214, "loss_rpn_cls": 0.03785239523858763, "loss_rpn_loc": 0.07364975271048024, "loss_sem_seg": 0.36177859362214804, "lr": 0.02, "mask_rcnn/accuracy": 0.8774054800785446, "mask_rcnn/false_negative": 0.10125196693163147, "mask_rcnn/false_positive": 0.14524976785542382, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.575916428999335, "total_loss": 1.1588015019297018} {"data_time": 0.012303462506679352, "eta_seconds": 65803.27147056564, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.4086878437535077, "fast_rcnn/fg_cls_accuracy": 0.5547270955165692, "iteration": 153699, "loss_box_reg": 0.24417070904746652, "loss_cls": 0.21604041056707501, "loss_mask": 0.25576407462358475, "loss_rpn_cls": 0.03622948803240433, "loss_rpn_loc": 0.07093826803611591, "loss_sem_seg": 0.34270387585274875, "lr": 0.02, "mask_rcnn/accuracy": 0.8775718471378994, "mask_rcnn/false_negative": 0.09565674809973013, "mask_rcnn/false_positive": 0.15404074430150055, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.5720478420043946, "total_loss": 1.191341336525511} {"data_time": 0.013668797997524962, "eta_seconds": 65726.21673454557, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3240812059859155, "fast_rcnn/fg_cls_accuracy": 0.6665382922535211, "iteration": 153719, "loss_box_reg": 0.22123784641735256, "loss_cls": 0.20443101227283478, "loss_mask": 0.24807602632790804, "loss_rpn_cls": 0.04065038339467719, "loss_rpn_loc": 0.08211000851588324, "loss_sem_seg": 0.3312762789428234, "lr": 0.02, "mask_rcnn/accuracy": 0.8863419856485966, "mask_rcnn/false_negative": 0.10368282358982474, "mask_rcnn/false_positive": 0.1146207248552615, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5611482645035721, "total_loss": 1.1381656246376224} {"data_time": 0.012401074505760334, "eta_seconds": 65762.04922187637, "fast_rcnn/cls_accuracy": 0.9072265625, "fast_rcnn/false_negative": 0.3878787878787879, "fast_rcnn/fg_cls_accuracy": 0.5657899314615733, "iteration": 153739, "loss_box_reg": 0.23021187586709857, "loss_cls": 0.21396326227113605, "loss_mask": 0.24919708911329508, "loss_rpn_cls": 0.04298352959449403, "loss_rpn_loc": 0.08525986911263317, "loss_sem_seg": 0.332779826130718, "lr": 0.02, "mask_rcnn/accuracy": 0.8843874074406577, "mask_rcnn/false_negative": 0.11056616261888846, "mask_rcnn/false_positive": 0.12300757401450757, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.5761450595018687, "total_loss": 1.179055520275142} {"data_time": 0.012351357494480908, "eta_seconds": 65787.34870314851, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.37894736842105264, "fast_rcnn/fg_cls_accuracy": 0.5855442176870749, "iteration": 153759, "loss_box_reg": 0.21641245624050498, "loss_cls": 0.19973360828589648, "loss_mask": 0.24822109006345272, "loss_rpn_cls": 0.04339303987217136, "loss_rpn_loc": 0.07450284252990969, "loss_sem_seg": 0.3244213233701885, "lr": 0.02, "mask_rcnn/accuracy": 0.8786550082809783, "mask_rcnn/false_negative": 0.09276454215421384, "mask_rcnn/false_positive": 0.14717487541226315, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.5771844210030395, "total_loss": 1.179260927834548} {"data_time": 0.011961694006458856, "eta_seconds": 65739.42356091633, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.37647118506493504, "fast_rcnn/fg_cls_accuracy": 0.5902660472972974, "iteration": 153779, "loss_box_reg": 0.21581844217143953, "loss_cls": 0.19914877112023532, "loss_mask": 0.25973588414490223, "loss_rpn_cls": 0.03820793138584122, "loss_rpn_loc": 0.07041974982712418, "loss_sem_seg": 0.3415247187949717, "lr": 0.02, "mask_rcnn/accuracy": 0.8779986754317111, "mask_rcnn/false_negative": 0.10819345392275467, "mask_rcnn/false_positive": 0.1369686962501082, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5578937529935502, "total_loss": 1.0976687109287013} {"data_time": 0.01237520400172798, "eta_seconds": 65703.10108001181, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.36661919173936264, "fast_rcnn/fg_cls_accuracy": 0.6096432610260101, "iteration": 153799, "loss_box_reg": 0.23520069429650903, "loss_cls": 0.222083724103868, "loss_mask": 0.25139795197173953, "loss_rpn_cls": 0.04352903628023341, "loss_rpn_loc": 0.0772258605575189, "loss_sem_seg": 0.34868593886494637, "lr": 0.02, "mask_rcnn/accuracy": 0.8866991001381396, "mask_rcnn/false_negative": 0.09302424991711578, "mask_rcnn/false_positive": 0.117635932085038, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5475698445006856, "total_loss": 1.1840444554982241} {"data_time": 0.013028344008489512, "eta_seconds": 65638.39390761871, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.31339285714285714, "fast_rcnn/fg_cls_accuracy": 0.6606338862559242, "iteration": 153819, "loss_box_reg": 0.22374446783214808, "loss_cls": 0.207432379713282, "loss_mask": 0.2711753575131297, "loss_rpn_cls": 0.04429462825646624, "loss_rpn_loc": 0.07634056522510946, "loss_sem_seg": 0.3552825916558504, "lr": 0.02, "mask_rcnn/accuracy": 0.8800212746083282, "mask_rcnn/false_negative": 0.1076873342365145, "mask_rcnn/false_positive": 0.11981668368281784, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.5448328815109562, "total_loss": 1.1921788830659352} {"data_time": 0.011808942006609868, "eta_seconds": 65616.88367305686, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3130391199978897, "fast_rcnn/fg_cls_accuracy": 0.6668660542619098, "iteration": 153839, "loss_box_reg": 0.2591287102550268, "loss_cls": 0.2288827896118164, "loss_mask": 0.2644523298367858, "loss_rpn_cls": 0.04579014413320692, "loss_rpn_loc": 0.0843509744736366, "loss_sem_seg": 0.32359668193385005, "lr": 0.02, "mask_rcnn/accuracy": 0.8883649789591908, "mask_rcnn/false_negative": 0.10315712291393316, "mask_rcnn/false_positive": 0.10976968941856521, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.565382923996367, "total_loss": 1.1903697903471766} {"data_time": 0.012889812991488725, "eta_seconds": 65615.79524039855, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3654661016949152, "fast_rcnn/fg_cls_accuracy": 0.5670031055900621, "iteration": 153859, "loss_box_reg": 0.22586718806996942, "loss_cls": 0.2227444271557033, "loss_mask": 0.25645739771425724, "loss_rpn_cls": 0.046310801000799984, "loss_rpn_loc": 0.08010193868540227, "loss_sem_seg": 0.3181715556420386, "lr": 0.02, "mask_rcnn/accuracy": 0.886930174368598, "mask_rcnn/false_negative": 0.09965630133417211, "mask_rcnn/false_positive": 0.12069106670662483, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5709979015082354, "total_loss": 1.1376534213777632} {"data_time": 0.012215669492434245, "eta_seconds": 65570.76914280928, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.3339130434782609, "fast_rcnn/fg_cls_accuracy": 0.5986104135275406, "iteration": 153879, "loss_box_reg": 0.20813484396785498, "loss_cls": 0.19588772184215486, "loss_mask": 0.253914681263268, "loss_rpn_cls": 0.04500421660486609, "loss_rpn_loc": 0.0814927879255265, "loss_sem_seg": 0.2813146556727588, "lr": 0.02, "mask_rcnn/accuracy": 0.8913394552512333, "mask_rcnn/false_negative": 0.10222936120764298, "mask_rcnn/false_positive": 0.11252076785014192, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5610310090050916, "total_loss": 1.053664905601181} {"data_time": 0.012240302494319621, "eta_seconds": 65593.1965731784, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.3981707317073171, "fast_rcnn/fg_cls_accuracy": 0.5818249179633745, "iteration": 153899, "loss_box_reg": 0.21692065335810184, "loss_cls": 0.22355484613217413, "loss_mask": 0.2672896655276418, "loss_rpn_cls": 0.04531635041348636, "loss_rpn_loc": 0.06745579658308998, "loss_sem_seg": 0.3419891344383359, "lr": 0.02, "mask_rcnn/accuracy": 0.8712013745274525, "mask_rcnn/false_negative": 0.10615273944932749, "mask_rcnn/false_positive": 0.1381140057357362, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5676214740014984, "total_loss": 1.186887268559076} {"data_time": 0.01334669700008817, "eta_seconds": 65581.89723956832, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.29059829059829057, "fast_rcnn/fg_cls_accuracy": 0.6283834586466166, "iteration": 153919, "loss_box_reg": 0.2345525547862053, "loss_cls": 0.20592371840029955, "loss_mask": 0.24268672661855817, "loss_rpn_cls": 0.04090936614375096, "loss_rpn_loc": 0.06757384951924905, "loss_sem_seg": 0.30997211998328567, "lr": 0.02, "mask_rcnn/accuracy": 0.8913790440680155, "mask_rcnn/false_negative": 0.08960123738599013, "mask_rcnn/false_positive": 0.12329814133642159, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5694958950043656, "total_loss": 1.1050823776167817} {"data_time": 0.012805215497792233, "eta_seconds": 65560.39579530696, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.36763212899372943, "fast_rcnn/fg_cls_accuracy": 0.5700513538748833, "iteration": 153939, "loss_box_reg": 0.2331911912187934, "loss_cls": 0.1991374243516475, "loss_mask": 0.24853197112679482, "loss_rpn_cls": 0.03642966283950955, "loss_rpn_loc": 0.08018919540336356, "loss_sem_seg": 0.29665597388520837, "lr": 0.02, "mask_rcnn/accuracy": 0.8935717643700837, "mask_rcnn/false_negative": 0.08800692237812857, "mask_rcnn/false_positive": 0.12151277212127215, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.569692988996394, "total_loss": 1.084578112786403} {"data_time": 0.012616151994734537, "eta_seconds": 65516.49029258137, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3167989643307328, "fast_rcnn/fg_cls_accuracy": 0.6193381491604841, "iteration": 153959, "loss_box_reg": 0.2339527467265725, "loss_cls": 0.2216574023477733, "loss_mask": 0.2543531861156225, "loss_rpn_cls": 0.05194960584049113, "loss_rpn_loc": 0.08174951700493693, "loss_sem_seg": 0.3378067039884627, "lr": 0.02, "mask_rcnn/accuracy": 0.8904609488256104, "mask_rcnn/false_negative": 0.08702984758308042, "mask_rcnn/false_positive": 0.12475060318523887, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.5554056344990386, "total_loss": 1.1863321900600567} {"data_time": 0.01253251900197938, "eta_seconds": 65518.68032560895, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.3374756651524984, "fast_rcnn/fg_cls_accuracy": 0.6350705441980996, "iteration": 153979, "loss_box_reg": 0.21284599509090185, "loss_cls": 0.19775907741859555, "loss_mask": 0.25062009133398533, "loss_rpn_cls": 0.04881212813779712, "loss_rpn_loc": 0.07278939915704541, "loss_sem_seg": 0.30110782757401466, "lr": 0.02, "mask_rcnn/accuracy": 0.866864407903852, "mask_rcnn/false_negative": 0.08576446417812768, "mask_rcnn/false_positive": 0.13223736584350612, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5568303455002024, "total_loss": 1.118466889121919} {"data_time": 0.012201498495414853, "eta_seconds": 65507.38604606893, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.28773815339521247, "fast_rcnn/fg_cls_accuracy": 0.6077477612312604, "iteration": 153999, "loss_box_reg": 0.22996554570272565, "loss_cls": 0.21450912347063422, "loss_mask": 0.23630888108164072, "loss_rpn_cls": 0.047326217958470806, "loss_rpn_loc": 0.07365214149467647, "loss_sem_seg": 0.32906947657465935, "lr": 0.02, "mask_rcnn/accuracy": 0.8785299722799723, "mask_rcnn/false_negative": 0.09240305629354247, "mask_rcnn/false_positive": 0.11875274694421586, "roi_head/num_bg_samples": 460.0, "roi_head/num_fg_samples": 52.0, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5749167334943195, "total_loss": 1.1606792594247963} {"data_time": 0.012081408000085503, "eta_seconds": 65538.767844727, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.2952460490813311, "fast_rcnn/fg_cls_accuracy": 0.6600545829727751, "iteration": 154019, "loss_box_reg": 0.24038860434666276, "loss_cls": 0.23211946990340948, "loss_mask": 0.25664255302399397, "loss_rpn_cls": 0.04834277438931167, "loss_rpn_loc": 0.07714990142267197, "loss_sem_seg": 0.3151185493916273, "lr": 0.02, "mask_rcnn/accuracy": 0.895043182935825, "mask_rcnn/false_negative": 0.09948247772285435, "mask_rcnn/false_positive": 0.11170653979513018, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.5669766229984816, "total_loss": 1.1615069279796444} {"data_time": 0.012180526500742417, "eta_seconds": 65484.7974869889, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3555725190839695, "fast_rcnn/fg_cls_accuracy": 0.579550020088389, "iteration": 154039, "loss_box_reg": 0.2296606209129095, "loss_cls": 0.22399344574660063, "loss_mask": 0.25977508164942265, "loss_rpn_cls": 0.04956601758021861, "loss_rpn_loc": 0.0733156192000024, "loss_sem_seg": 0.3218482472002506, "lr": 0.02, "mask_rcnn/accuracy": 0.8892476019851779, "mask_rcnn/false_negative": 0.08147369002785929, "mask_rcnn/false_positive": 0.1353956945165503, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5717198700003792, "total_loss": 1.1714106120052747} {"data_time": 0.012556100504298229, "eta_seconds": 65447.69340718222, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.3474178403755869, "fast_rcnn/fg_cls_accuracy": 0.5951517686979966, "iteration": 154059, "loss_box_reg": 0.22183597879484296, "loss_cls": 0.2120018694549799, "loss_mask": 0.2515431307256222, "loss_rpn_cls": 0.048824204117408954, "loss_rpn_loc": 0.0707066040195059, "loss_sem_seg": 0.33817128976807, "lr": 0.02, "mask_rcnn/accuracy": 0.8971197397936959, "mask_rcnn/false_negative": 0.0844840988886862, "mask_rcnn/false_positive": 0.10916361444819118, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5638425530050881, "total_loss": 1.1266587131030974} {"data_time": 0.012601735492353328, "eta_seconds": 65422.10507278619, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.3408239700374532, "fast_rcnn/fg_cls_accuracy": 0.6242977528089888, "iteration": 154079, "loss_box_reg": 0.2072298489511013, "loss_cls": 0.19439437985420227, "loss_mask": 0.25397188775241375, "loss_rpn_cls": 0.044566044583916664, "loss_rpn_loc": 0.08085567282978445, "loss_sem_seg": 0.3277386724948883, "lr": 0.02, "mask_rcnn/accuracy": 0.8998274477415487, "mask_rcnn/false_negative": 0.08364007320573903, "mask_rcnn/false_positive": 0.11788326456356976, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5509120950009674, "total_loss": 1.1067558886134066} {"data_time": 0.012568107500555925, "eta_seconds": 65425.113752562305, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.27107709130672497, "fast_rcnn/fg_cls_accuracy": 0.7174573055028464, "iteration": 154099, "loss_box_reg": 0.22801359556615353, "loss_cls": 0.2071342170238495, "loss_mask": 0.2391257183626294, "loss_rpn_cls": 0.03892434076988138, "loss_rpn_loc": 0.07190424430882558, "loss_sem_seg": 0.31062151538208127, "lr": 0.02, "mask_rcnn/accuracy": 0.913050623935971, "mask_rcnn/false_negative": 0.07290175528377514, "mask_rcnn/false_positive": 0.09581894695369454, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5684945050015813, "total_loss": 1.1004310734861065} {"data_time": 0.012035920000926126, "eta_seconds": 65348.87129209473, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.3328125, "fast_rcnn/fg_cls_accuracy": 0.6358422375864237, "iteration": 154119, "loss_box_reg": 0.23016520170494914, "loss_cls": 0.21127706533297896, "loss_mask": 0.2565604895353317, "loss_rpn_cls": 0.04895020241383463, "loss_rpn_loc": 0.0743385044625029, "loss_sem_seg": 0.32855344098061323, "lr": 0.02, "mask_rcnn/accuracy": 0.8904278392111987, "mask_rcnn/false_negative": 0.08910498822660098, "mask_rcnn/false_positive": 0.13365862826414412, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5635780450029415, "total_loss": 1.1779352308803936} {"data_time": 0.012740107507852372, "eta_seconds": 65313.15840216566, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.3385221078134464, "fast_rcnn/fg_cls_accuracy": 0.6605564648117839, "iteration": 154139, "loss_box_reg": 0.24541660165414214, "loss_cls": 0.22281205421313643, "loss_mask": 0.25716257141903043, "loss_rpn_cls": 0.044868589990073815, "loss_rpn_loc": 0.0704333566245623, "loss_sem_seg": 0.32490015774965286, "lr": 0.02, "mask_rcnn/accuracy": 0.887429488660243, "mask_rcnn/false_negative": 0.09303780525234995, "mask_rcnn/false_positive": 0.13282310692290844, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 235.75, "rpn/num_pos_anchors": 20.25, "time": 0.5576538419918506, "total_loss": 1.1879917259211652} {"data_time": 0.012078841995389666, "eta_seconds": 65326.314057934826, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.33218742042271454, "fast_rcnn/fg_cls_accuracy": 0.6247680890538034, "iteration": 154159, "loss_box_reg": 0.21123383194208145, "loss_cls": 0.22041727183386683, "loss_mask": 0.25606756564229727, "loss_rpn_cls": 0.04205606254981831, "loss_rpn_loc": 0.07129104452906176, "loss_sem_seg": 0.2941549648530781, "lr": 0.02, "mask_rcnn/accuracy": 0.8882895721579771, "mask_rcnn/false_negative": 0.09491288463095043, "mask_rcnn/false_positive": 0.10567617192022546, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5671773865033174, "total_loss": 1.1355043549556285} {"data_time": 0.012177568998595234, "eta_seconds": 65341.97146783315, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.320625, "fast_rcnn/fg_cls_accuracy": 0.6580281690140846, "iteration": 154179, "loss_box_reg": 0.22569383610971272, "loss_cls": 0.20947619969956577, "loss_mask": 0.25639566592872143, "loss_rpn_cls": 0.04049024992855266, "loss_rpn_loc": 0.07756402052473277, "loss_sem_seg": 0.31090529868379235, "lr": 0.02, "mask_rcnn/accuracy": 0.9021497637516545, "mask_rcnn/false_negative": 0.1046701387876141, "mask_rcnn/false_positive": 0.10450826540932316, "roi_head/num_bg_samples": 432.5, "roi_head/num_fg_samples": 79.5, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5740619235075428, "total_loss": 1.1001784066320397} {"data_time": 0.012572170497151092, "eta_seconds": 65314.372243421996, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.375, "fast_rcnn/fg_cls_accuracy": 0.5626821095571095, "iteration": 154199, "loss_box_reg": 0.23976371018216014, "loss_cls": 0.2084842154290527, "loss_mask": 0.24739517085254192, "loss_rpn_cls": 0.04255233387084445, "loss_rpn_loc": 0.07895188085967675, "loss_sem_seg": 0.3101698237005621, "lr": 0.02, "mask_rcnn/accuracy": 0.9064702651291731, "mask_rcnn/false_negative": 0.07900147626735685, "mask_rcnn/false_positive": 0.13353536613845338, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5673693705030018, "total_loss": 1.1177925433730707} {"data_time": 0.012774361995980144, "eta_seconds": 65303.091792952066, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3609625668449198, "fast_rcnn/fg_cls_accuracy": 0.6069511691626318, "iteration": 154219, "loss_box_reg": 0.216425494174473, "loss_cls": 0.1982322852127254, "loss_mask": 0.26091527193784714, "loss_rpn_cls": 0.04539189249044284, "loss_rpn_loc": 0.07301277900114655, "loss_sem_seg": 0.31827892316505313, "lr": 0.02, "mask_rcnn/accuracy": 0.8898027310595651, "mask_rcnn/false_negative": 0.08726873341794415, "mask_rcnn/false_positive": 0.11841289037813003, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.5686385429944494, "total_loss": 1.1392205265874509} {"data_time": 0.012099263498384971, "eta_seconds": 65325.351472737806, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.3224275724275724, "fast_rcnn/fg_cls_accuracy": 0.614640625, "iteration": 154239, "loss_box_reg": 0.2344815470278263, "loss_cls": 0.21539800404570997, "loss_mask": 0.2530256062746048, "loss_rpn_cls": 0.03532833413919434, "loss_rpn_loc": 0.07128031784668565, "loss_sem_seg": 0.32201703544706106, "lr": 0.02, "mask_rcnn/accuracy": 0.8865455295083873, "mask_rcnn/false_negative": 0.10860739812424107, "mask_rcnn/false_positive": 0.11986617485757392, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5748624324987759, "total_loss": 1.1677615206281189} {"data_time": 0.013050945999566466, "eta_seconds": 65269.92097253507, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.30061141304347827, "fast_rcnn/fg_cls_accuracy": 0.6377387738773878, "iteration": 154259, "loss_box_reg": 0.2388553898781538, "loss_cls": 0.21620526118203998, "loss_mask": 0.2491370365023613, "loss_rpn_cls": 0.04113330875406973, "loss_rpn_loc": 0.08028464450035244, "loss_sem_seg": 0.30406789807602763, "lr": 0.02, "mask_rcnn/accuracy": 0.8989696153186549, "mask_rcnn/false_negative": 0.08630930927645752, "mask_rcnn/false_positive": 0.11908064694093419, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5621344195023994, "total_loss": 1.123894968535751} {"data_time": 0.012946575996465981, "eta_seconds": 65225.54522470138, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.36538557649057923, "fast_rcnn/fg_cls_accuracy": 0.5748812624482917, "iteration": 154279, "loss_box_reg": 0.2367128855548799, "loss_cls": 0.22976183192804456, "loss_mask": 0.248706151265651, "loss_rpn_cls": 0.043173224839847535, "loss_rpn_loc": 0.08128450223011896, "loss_sem_seg": 0.3068728551734239, "lr": 0.02, "mask_rcnn/accuracy": 0.8790687595313696, "mask_rcnn/false_negative": 0.10095888812167653, "mask_rcnn/false_positive": 0.12002015997128701, "roi_head/num_bg_samples": 426.5, "roi_head/num_fg_samples": 85.5, "rpn/num_neg_anchors": 203.0, "rpn/num_pos_anchors": 53.0, "time": 0.5610062760024448, "total_loss": 1.149091457889881} {"data_time": 0.011883717503224034, "eta_seconds": 65233.179721538094, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.3665867659118148, "fast_rcnn/fg_cls_accuracy": 0.5962944499833831, "iteration": 154299, "loss_box_reg": 0.23807026306167245, "loss_cls": 0.20868686330504715, "loss_mask": 0.24891978316009045, "loss_rpn_cls": 0.03925766778411344, "loss_rpn_loc": 0.072523540326074, "loss_sem_seg": 0.31087282951921225, "lr": 0.02, "mask_rcnn/accuracy": 0.8800412316089227, "mask_rcnn/false_negative": 0.10354132515301079, "mask_rcnn/false_positive": 0.13996025799659423, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 236.25, "rpn/num_pos_anchors": 19.75, "time": 0.5596851834998233, "total_loss": 1.1362293951679021} {"data_time": 0.012619556997378822, "eta_seconds": 65202.99943086113, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.35011609434192836, "fast_rcnn/fg_cls_accuracy": 0.5659545068027211, "iteration": 154319, "loss_box_reg": 0.22883519669994712, "loss_cls": 0.20246212696656585, "loss_mask": 0.26026279386132956, "loss_rpn_cls": 0.04732081096153706, "loss_rpn_loc": 0.07534414471592754, "loss_sem_seg": 0.33008293621242046, "lr": 0.02, "mask_rcnn/accuracy": 0.8851977672257021, "mask_rcnn/false_negative": 0.0976106230310913, "mask_rcnn/false_positive": 0.12945007796892116, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.5708571680006571, "total_loss": 1.168088253645692} {"data_time": 0.012188271997729316, "eta_seconds": 65200.414409964374, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.3777191379951961, "fast_rcnn/fg_cls_accuracy": 0.6109447771124419, "iteration": 154339, "loss_box_reg": 0.2353092534467578, "loss_cls": 0.2111690933816135, "loss_mask": 0.2627159673720598, "loss_rpn_cls": 0.04417587514035404, "loss_rpn_loc": 0.07992111839121208, "loss_sem_seg": 0.3309846119955182, "lr": 0.02, "mask_rcnn/accuracy": 0.8816086654096503, "mask_rcnn/false_negative": 0.10000563253264007, "mask_rcnn/false_positive": 0.11955797570640245, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5655468789991573, "total_loss": 1.2021123476297362} {"data_time": 0.01209971649950603, "eta_seconds": 65213.52788713531, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.3581056466302368, "fast_rcnn/fg_cls_accuracy": 0.6304938147440411, "iteration": 154359, "loss_box_reg": 0.21657493012025952, "loss_cls": 0.20359656878281385, "loss_mask": 0.24604198243469, "loss_rpn_cls": 0.040747345003183, "loss_rpn_loc": 0.0635132799798157, "loss_sem_seg": 0.3531533940695226, "lr": 0.02, "mask_rcnn/accuracy": 0.8915557608673967, "mask_rcnn/false_negative": 0.09391634039275301, "mask_rcnn/false_positive": 0.10722573692023102, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5602563209977234, "total_loss": 1.1565489085623994} {"data_time": 0.012309230995015241, "eta_seconds": 65223.58932223327, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.3679217639733353, "fast_rcnn/fg_cls_accuracy": 0.589112753535149, "iteration": 154379, "loss_box_reg": 0.23876874253619462, "loss_cls": 0.22740178043022752, "loss_mask": 0.2601955309510231, "loss_rpn_cls": 0.04499893559841439, "loss_rpn_loc": 0.08079019332944881, "loss_sem_seg": 0.33136513410136104, "lr": 0.02, "mask_rcnn/accuracy": 0.8889001226812078, "mask_rcnn/false_negative": 0.08331415168802983, "mask_rcnn/false_positive": 0.12364010393435171, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5730677339961403, "total_loss": 1.1529193495516665} {"data_time": 0.012810446503863204, "eta_seconds": 65176.7988953382, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.3749417031993284, "fast_rcnn/fg_cls_accuracy": 0.5996640537513998, "iteration": 154399, "loss_box_reg": 0.2251068176701665, "loss_cls": 0.20258907414972782, "loss_mask": 0.2575543955899775, "loss_rpn_cls": 0.04169450112385675, "loss_rpn_loc": 0.07289256656076759, "loss_sem_seg": 0.3122223448008299, "lr": 0.02, "mask_rcnn/accuracy": 0.9112745796609513, "mask_rcnn/false_negative": 0.08668884101334655, "mask_rcnn/false_positive": 0.11115937296772481, "roi_head/num_bg_samples": 458.75, "roi_head/num_fg_samples": 53.25, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.55448963449453, "total_loss": 1.1246372597233858} {"data_time": 0.012752381000609603, "eta_seconds": 65165.52273009822, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.35969696969696974, "fast_rcnn/fg_cls_accuracy": 0.5763492063492064, "iteration": 154419, "loss_box_reg": 0.23350980505347252, "loss_cls": 0.22492276993580163, "loss_mask": 0.2527729785069823, "loss_rpn_cls": 0.03963076398940757, "loss_rpn_loc": 0.07728022965602577, "loss_sem_seg": 0.30848816130310297, "lr": 0.02, "mask_rcnn/accuracy": 0.8862802263762648, "mask_rcnn/false_negative": 0.0930029921994815, "mask_rcnn/false_positive": 0.14318116256029673, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.5589268764961162, "total_loss": 1.1246627379150596} {"data_time": 0.011606997504713945, "eta_seconds": 65118.245674308026, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.29077139837971117, "fast_rcnn/fg_cls_accuracy": 0.6510416666666666, "iteration": 154439, "loss_box_reg": 0.2046181713230908, "loss_cls": 0.20677956170402467, "loss_mask": 0.2410477609373629, "loss_rpn_cls": 0.03881333855679259, "loss_rpn_loc": 0.06486721418332309, "loss_sem_seg": 0.315534015186131, "lr": 0.02, "mask_rcnn/accuracy": 0.9104745634987486, "mask_rcnn/false_negative": 0.07699757534501614, "mask_rcnn/false_positive": 0.09856713021534284, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5638922245052527, "total_loss": 1.0855513371061534} {"data_time": 0.013735595995967742, "eta_seconds": 65119.0419747529, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.32355072463768114, "fast_rcnn/fg_cls_accuracy": 0.6438661139259942, "iteration": 154459, "loss_box_reg": 0.22723671095445752, "loss_cls": 0.21508558513596654, "loss_mask": 0.2556742476299405, "loss_rpn_cls": 0.04066779775166651, "loss_rpn_loc": 0.07196680537890643, "loss_sem_seg": 0.3479506082367152, "lr": 0.02, "mask_rcnn/accuracy": 0.8826940466628597, "mask_rcnn/false_negative": 0.10594153279927843, "mask_rcnn/false_positive": 0.11635326989425107, "roi_head/num_bg_samples": 428.0, "roi_head/num_fg_samples": 84.0, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.5835585969980457, "total_loss": 1.178442743315827} {"data_time": 0.011983171498286538, "eta_seconds": 65083.96407685289, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.31790865384615385, "fast_rcnn/fg_cls_accuracy": 0.6708638076241135, "iteration": 154479, "loss_box_reg": 0.23144771065562963, "loss_cls": 0.22826223890297115, "loss_mask": 0.25247686356306076, "loss_rpn_cls": 0.04938796142232604, "loss_rpn_loc": 0.06929584039608017, "loss_sem_seg": 0.3288169763982296, "lr": 0.02, "mask_rcnn/accuracy": 0.8934235027743155, "mask_rcnn/false_negative": 0.09251882437594143, "mask_rcnn/false_positive": 0.11583302842413656, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5512896735017421, "total_loss": 1.1862507137702778} {"data_time": 0.012440954997146036, "eta_seconds": 65120.41806913831, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.2808939526730938, "fast_rcnn/fg_cls_accuracy": 0.7, "iteration": 154499, "loss_box_reg": 0.23980058636516333, "loss_cls": 0.21908212918788195, "loss_mask": 0.25696781650185585, "loss_rpn_cls": 0.046838175621815026, "loss_rpn_loc": 0.06745131977368146, "loss_sem_seg": 0.32887663785368204, "lr": 0.02, "mask_rcnn/accuracy": 0.8979967281261013, "mask_rcnn/false_negative": 0.0939144957002021, "mask_rcnn/false_positive": 0.1044910706193423, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.568916217496735, "total_loss": 1.214566206355812} {"data_time": 0.011488938493130263, "eta_seconds": 65085.225904972605, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.32902617568766634, "fast_rcnn/fg_cls_accuracy": 0.6403603994789404, "iteration": 154519, "loss_box_reg": 0.21400797506794333, "loss_cls": 0.20729973842389882, "loss_mask": 0.2495858557522297, "loss_rpn_cls": 0.04826554984902032, "loss_rpn_loc": 0.0722435969801154, "loss_sem_seg": 0.3290959894657135, "lr": 0.02, "mask_rcnn/accuracy": 0.8954884856397247, "mask_rcnn/false_negative": 0.09731785851572178, "mask_rcnn/false_positive": 0.11209357819740955, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 234.75, "rpn/num_pos_anchors": 21.25, "time": 0.5614427914988482, "total_loss": 1.149905078982556} {"data_time": 0.012119653496483807, "eta_seconds": 65078.604015646444, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.27827380952380953, "fast_rcnn/fg_cls_accuracy": 0.6879960317460317, "iteration": 154539, "loss_box_reg": 0.22744571312796324, "loss_cls": 0.22130960633512586, "loss_mask": 0.25576373282819986, "loss_rpn_cls": 0.04734062755596824, "loss_rpn_loc": 0.09541237994562835, "loss_sem_seg": 0.33847666159272194, "lr": 0.02, "mask_rcnn/accuracy": 0.8771758410395408, "mask_rcnn/false_negative": 0.10256610868111998, "mask_rcnn/false_positive": 0.14011851048370938, "roi_head/num_bg_samples": 431.0, "roi_head/num_fg_samples": 81.0, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5698917525005527, "total_loss": 1.216629492060747} {"data_time": 0.011919170006876811, "eta_seconds": 65062.68185845241, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.27945578231292517, "fast_rcnn/fg_cls_accuracy": 0.6585034013605442, "iteration": 154559, "loss_box_reg": 0.22916957666166127, "loss_cls": 0.19705454958602786, "loss_mask": 0.25324660260230303, "loss_rpn_cls": 0.03976016596425325, "loss_rpn_loc": 0.07582171715330333, "loss_sem_seg": 0.33548978669568896, "lr": 0.02, "mask_rcnn/accuracy": 0.8979589925571667, "mask_rcnn/false_negative": 0.0748648628629279, "mask_rcnn/false_positive": 0.12020731160042677, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5622275755013106, "total_loss": 1.1094280674587935} {"data_time": 0.011103858509159181, "eta_seconds": 65065.12161932283, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.41508387445887446, "fast_rcnn/fg_cls_accuracy": 0.5681352459016393, "iteration": 154579, "loss_box_reg": 0.24666043557226658, "loss_cls": 0.21913627919275314, "loss_mask": 0.2644944442436099, "loss_rpn_cls": 0.04385499263298698, "loss_rpn_loc": 0.09119588637258857, "loss_sem_seg": 0.3417402268387377, "lr": 0.02, "mask_rcnn/accuracy": 0.8958492480096434, "mask_rcnn/false_negative": 0.09819014203499765, "mask_rcnn/false_positive": 0.11426459018750454, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.572085291496478, "total_loss": 1.284189805999631} {"data_time": 0.01132114400388673, "eta_seconds": 65099.48392917412, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3451704545454546, "fast_rcnn/fg_cls_accuracy": 0.6434659090909092, "iteration": 154599, "loss_box_reg": 0.23453220096416771, "loss_cls": 0.21113692596554756, "loss_mask": 0.2452872022986412, "loss_rpn_cls": 0.045838726131478325, "loss_rpn_loc": 0.07476909659453668, "loss_sem_seg": 0.3220170037820935, "lr": 0.02, "mask_rcnn/accuracy": 0.8793945479696702, "mask_rcnn/false_negative": 0.10490650775372157, "mask_rcnn/false_positive": 0.12655629833834503, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5589164074990549, "total_loss": 1.162389695411548} {"data_time": 0.012804343503376003, "eta_seconds": 65088.2016207142, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.3506764488120078, "fast_rcnn/fg_cls_accuracy": 0.6086380029700871, "iteration": 154619, "loss_box_reg": 0.2464649509638548, "loss_cls": 0.22400423511862755, "loss_mask": 0.25979386176913977, "loss_rpn_cls": 0.05241594309336506, "loss_rpn_loc": 0.0953264101408422, "loss_sem_seg": 0.31850387062877417, "lr": 0.02, "mask_rcnn/accuracy": 0.8908081551586151, "mask_rcnn/false_negative": 0.09597234092665399, "mask_rcnn/false_positive": 0.12961864276075638, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.5706250490038656, "total_loss": 1.2111555066949222} {"data_time": 0.013164480500563513, "eta_seconds": 65091.78703766277, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.39189616967394747, "fast_rcnn/fg_cls_accuracy": 0.560998274259923, "iteration": 154639, "loss_box_reg": 0.24776841467246413, "loss_cls": 0.2364154839888215, "loss_mask": 0.26560184406116605, "loss_rpn_cls": 0.04694009615923278, "loss_rpn_loc": 0.09483037632890046, "loss_sem_seg": 0.2996081751771271, "lr": 0.02, "mask_rcnn/accuracy": 0.8656181141234922, "mask_rcnn/false_negative": 0.10759235484362617, "mask_rcnn/false_positive": 0.16181346390367718, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.5677196495016688, "total_loss": 1.213710215059109} {"data_time": 0.01232621199596906, "eta_seconds": 65080.502151602894, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.33739837398373984, "fast_rcnn/fg_cls_accuracy": 0.5930877401465637, "iteration": 154659, "loss_box_reg": 0.2378782699815929, "loss_cls": 0.2294556344859302, "loss_mask": 0.2505407128483057, "loss_rpn_cls": 0.049158560403157026, "loss_rpn_loc": 0.08313862723298371, "loss_sem_seg": 0.32263690372928977, "lr": 0.02, "mask_rcnn/accuracy": 0.890090907878831, "mask_rcnn/false_negative": 0.09986031802535407, "mask_rcnn/false_positive": 0.1344529890520745, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.5602537300001131, "total_loss": 1.1686305334660574} {"data_time": 0.012891478509118315, "eta_seconds": 65035.64916785796, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.29258021390374334, "fast_rcnn/fg_cls_accuracy": 0.6726031321619557, "iteration": 154679, "loss_box_reg": 0.24096525879576802, "loss_cls": 0.22503647487610579, "loss_mask": 0.247914076782763, "loss_rpn_cls": 0.037457940677995794, "loss_rpn_loc": 0.07365740221575834, "loss_sem_seg": 0.3060495285317302, "lr": 0.02, "mask_rcnn/accuracy": 0.9135801481609593, "mask_rcnn/false_negative": 0.07392217753092739, "mask_rcnn/false_positive": 0.10078827710562893, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5582599334957195, "total_loss": 1.1879438156902324} {"data_time": 0.01212563300941838, "eta_seconds": 65010.235123440434, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.35371128146690145, "fast_rcnn/fg_cls_accuracy": 0.600499844607894, "iteration": 154699, "loss_box_reg": 0.21975279320031404, "loss_cls": 0.2024189659859985, "loss_mask": 0.24856601329520345, "loss_rpn_cls": 0.04094059925409965, "loss_rpn_loc": 0.08377468422986567, "loss_sem_seg": 0.33280257415026426, "lr": 0.02, "mask_rcnn/accuracy": 0.8926005811655648, "mask_rcnn/false_negative": 0.08506455497461607, "mask_rcnn/false_positive": 0.12692033287941237, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.5642099984979723, "total_loss": 1.149522895400878} {"data_time": 0.012775814997439738, "eta_seconds": 65043.54949007044, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.3284313725490196, "fast_rcnn/fg_cls_accuracy": 0.6373575011399909, "iteration": 154719, "loss_box_reg": 0.24925318220630288, "loss_cls": 0.2176523527596146, "loss_mask": 0.2625356875360012, "loss_rpn_cls": 0.04477556823985651, "loss_rpn_loc": 0.08570045337546617, "loss_sem_seg": 0.3369909016182646, "lr": 0.02, "mask_rcnn/accuracy": 0.8825811526701273, "mask_rcnn/false_negative": 0.11379058498720007, "mask_rcnn/false_positive": 0.13884698513248114, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.5724148125009378, "total_loss": 1.184605940758047} {"data_time": 0.012097435006580781, "eta_seconds": 65030.9274805945, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.34643817204301075, "fast_rcnn/fg_cls_accuracy": 0.6068688344903179, "iteration": 154739, "loss_box_reg": 0.22504795528948307, "loss_cls": 0.1978588653728366, "loss_mask": 0.25103740813210607, "loss_rpn_cls": 0.05187598985503428, "loss_rpn_loc": 0.08060947118792683, "loss_sem_seg": 0.28381590032950044, "lr": 0.02, "mask_rcnn/accuracy": 0.8999826995639131, "mask_rcnn/false_negative": 0.09347525351339703, "mask_rcnn/false_positive": 0.1080122413590959, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5652823624986922, "total_loss": 1.13526755219209} {"data_time": 0.012424356500559952, "eta_seconds": 64990.53291033827, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.2848707664884136, "fast_rcnn/fg_cls_accuracy": 0.6695050389080239, "iteration": 154759, "loss_box_reg": 0.24008361948654056, "loss_cls": 0.2125910916365683, "loss_mask": 0.26761548686772585, "loss_rpn_cls": 0.04508007160620764, "loss_rpn_loc": 0.09497503429884091, "loss_sem_seg": 0.3106517386622727, "lr": 0.02, "mask_rcnn/accuracy": 0.8809989245764813, "mask_rcnn/false_negative": 0.11473020483763377, "mask_rcnn/false_positive": 0.11583381079903916, "roi_head/num_bg_samples": 428.25, "roi_head/num_fg_samples": 83.75, "rpn/num_neg_anchors": 207.5, "rpn/num_pos_anchors": 48.5, "time": 0.5585517325016554, "total_loss": 1.1861164609290427} {"data_time": 0.01243209699896397, "eta_seconds": 64987.23917979401, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.29179506933744226, "fast_rcnn/fg_cls_accuracy": 0.6500205592105264, "iteration": 154779, "loss_box_reg": 0.2519600784871727, "loss_cls": 0.2295764087466523, "loss_mask": 0.25552083645015955, "loss_rpn_cls": 0.04567657897132449, "loss_rpn_loc": 0.06913216452812776, "loss_sem_seg": 0.30849918676540256, "lr": 0.02, "mask_rcnn/accuracy": 0.8985191880036598, "mask_rcnn/false_negative": 0.08258540346313253, "mask_rcnn/false_positive": 0.13074411621270948, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5604272970012971, "total_loss": 1.154986253764946} {"data_time": 0.012970413998118602, "eta_seconds": 64975.95872932408, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.34034248007620993, "fast_rcnn/fg_cls_accuracy": 0.6436781609195402, "iteration": 154799, "loss_box_reg": 0.2255904022604227, "loss_cls": 0.21922113746404648, "loss_mask": 0.2588351322337985, "loss_rpn_cls": 0.04775961840641685, "loss_rpn_loc": 0.07839366013649851, "loss_sem_seg": 0.3016342376358807, "lr": 0.02, "mask_rcnn/accuracy": 0.8836393039358601, "mask_rcnn/false_negative": 0.10514743281955113, "mask_rcnn/false_positive": 0.12034507611091363, "roi_head/num_bg_samples": 458.5, "roi_head/num_fg_samples": 53.5, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5601006474971655, "total_loss": 1.1149895057897083} {"data_time": 0.01227435449254699, "eta_seconds": 64987.12774712055, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.31589299763965384, "fast_rcnn/fg_cls_accuracy": 0.6433623693379791, "iteration": 154819, "loss_box_reg": 0.2146694976836443, "loss_cls": 0.20094891008920968, "loss_mask": 0.23757056333124638, "loss_rpn_cls": 0.047405819059349597, "loss_rpn_loc": 0.0795810871059075, "loss_sem_seg": 0.3335048765875399, "lr": 0.02, "mask_rcnn/accuracy": 0.8955111962617331, "mask_rcnn/false_negative": 0.09183234863955336, "mask_rcnn/false_positive": 0.11667808023866255, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.564029205001134, "total_loss": 1.1095243823656347} {"data_time": 0.012823355500586331, "eta_seconds": 64975.84339853057, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.3174836733048456, "fast_rcnn/fg_cls_accuracy": 0.6206125491258978, "iteration": 154839, "loss_box_reg": 0.24034414906054735, "loss_cls": 0.21326648094691336, "loss_mask": 0.2657080665230751, "loss_rpn_cls": 0.04035478675359627, "loss_rpn_loc": 0.07406404297216795, "loss_sem_seg": 0.3564647543244064, "lr": 0.02, "mask_rcnn/accuracy": 0.8930609451484983, "mask_rcnn/false_negative": 0.10631294409739656, "mask_rcnn/false_positive": 0.1174396628034191, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5681907419930212, "total_loss": 1.1620637770975009} {"data_time": 0.013066891493508592, "eta_seconds": 64952.813919195134, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.34054392688679247, "fast_rcnn/fg_cls_accuracy": 0.6282259813489481, "iteration": 154859, "loss_box_reg": 0.23697815369814634, "loss_cls": 0.22488267999142408, "loss_mask": 0.24553772155195475, "loss_rpn_cls": 0.0352948764921166, "loss_rpn_loc": 0.06694129720563069, "loss_sem_seg": 0.29650328936986625, "lr": 0.02, "mask_rcnn/accuracy": 0.8887601062229216, "mask_rcnn/false_negative": 0.10620237489638218, "mask_rcnn/false_positive": 0.11613078317992141, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5597953224933008, "total_loss": 1.10905290505616} {"data_time": 0.013094841997371987, "eta_seconds": 64951.93866523386, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.33484848484848484, "fast_rcnn/fg_cls_accuracy": 0.5984293193717277, "iteration": 154879, "loss_box_reg": 0.2284005875699222, "loss_cls": 0.212980329641141, "loss_mask": 0.2574164941906929, "loss_rpn_cls": 0.03651170714874752, "loss_rpn_loc": 0.06905834202188998, "loss_sem_seg": 0.32936812844127417, "lr": 0.02, "mask_rcnn/accuracy": 0.8991235044153163, "mask_rcnn/false_negative": 0.08529659603150662, "mask_rcnn/false_positive": 0.10749828611323087, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5550792924987036, "total_loss": 1.1315404352499172} {"data_time": 0.01324234400090063, "eta_seconds": 64911.579459678804, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.3305324413988144, "fast_rcnn/fg_cls_accuracy": 0.6037776193870278, "iteration": 154899, "loss_box_reg": 0.2298378017731011, "loss_cls": 0.2199687329120934, "loss_mask": 0.25205599423497915, "loss_rpn_cls": 0.047562679421389475, "loss_rpn_loc": 0.07636994289350696, "loss_sem_seg": 0.30789395375177264, "lr": 0.02, "mask_rcnn/accuracy": 0.9120156324790044, "mask_rcnn/false_negative": 0.08076603356175022, "mask_rcnn/false_positive": 0.11455476656169764, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5633277904998977, "total_loss": 1.145441552333068} {"data_time": 0.012527213497378398, "eta_seconds": 64900.30039529888, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.3130296610169492, "fast_rcnn/fg_cls_accuracy": 0.6299435028248588, "iteration": 154919, "loss_box_reg": 0.21548919612541795, "loss_cls": 0.1917524766176939, "loss_mask": 0.26433025021106005, "loss_rpn_cls": 0.036018187180161476, "loss_rpn_loc": 0.06976155034499243, "loss_sem_seg": 0.3207995044067502, "lr": 0.02, "mask_rcnn/accuracy": 0.8897117282301434, "mask_rcnn/false_negative": 0.09025492845641657, "mask_rcnn/false_positive": 0.11503057931079526, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5667973510062438, "total_loss": 1.1036441480973735} {"data_time": 0.012432938499841839, "eta_seconds": 64889.02133091896, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.2931201550387597, "fast_rcnn/fg_cls_accuracy": 0.6869179600886919, "iteration": 154939, "loss_box_reg": 0.2192083322443068, "loss_cls": 0.21160507993772626, "loss_mask": 0.25112992245703936, "loss_rpn_cls": 0.04317418432037812, "loss_rpn_loc": 0.07056020849267952, "loss_sem_seg": 0.3517396692186594, "lr": 0.02, "mask_rcnn/accuracy": 0.9048502466747737, "mask_rcnn/false_negative": 0.08421562308205613, "mask_rcnn/false_positive": 0.12389820624552814, "roi_head/num_bg_samples": 459.0, "roi_head/num_fg_samples": 53.0, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5626122589965235, "total_loss": 1.1850462056463584} {"data_time": 0.011586165499466006, "eta_seconds": 64906.80219931349, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.3489389920424403, "fast_rcnn/fg_cls_accuracy": 0.6137147335423198, "iteration": 154959, "loss_box_reg": 0.21794164611492306, "loss_cls": 0.1990864146500826, "loss_mask": 0.2524878401309252, "loss_rpn_cls": 0.04754001961555332, "loss_rpn_loc": 0.08695466510835104, "loss_sem_seg": 0.33282649982720613, "lr": 0.02, "mask_rcnn/accuracy": 0.8867412913441238, "mask_rcnn/false_negative": 0.0920619217912679, "mask_rcnn/false_positive": 0.16596132740940894, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5707582984978217, "total_loss": 1.1501487414934672} {"data_time": 0.012638930005778093, "eta_seconds": 64899.94397464489, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.3841954022988506, "fast_rcnn/fg_cls_accuracy": 0.5116327378479435, "iteration": 154979, "loss_box_reg": 0.2215810725465417, "loss_cls": 0.2305035088211298, "loss_mask": 0.25999888963997364, "loss_rpn_cls": 0.04205026681302115, "loss_rpn_loc": 0.08987492803134955, "loss_sem_seg": 0.3667339398525655, "lr": 0.02, "mask_rcnn/accuracy": 0.8780074451410658, "mask_rcnn/false_negative": 0.1051371328576655, "mask_rcnn/false_positive": 0.12735188738034703, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.5636877755023306, "total_loss": 1.2300559714494739} {"data_time": 0.0131233544962015, "eta_seconds": 64873.83775997568, "fast_rcnn/cls_accuracy": 0.90869140625, "fast_rcnn/false_negative": 0.3671875, "fast_rcnn/fg_cls_accuracy": 0.6048900462962963, "iteration": 154999, "loss_box_reg": 0.2368627660907805, "loss_cls": 0.21335821179673076, "loss_mask": 0.2585510378703475, "loss_rpn_cls": 0.04718593188590603, "loss_rpn_loc": 0.07479873893316835, "loss_sem_seg": 0.32606334472075105, "lr": 0.02, "mask_rcnn/accuracy": 0.8846734494579082, "mask_rcnn/false_negative": 0.10592544016905352, "mask_rcnn/false_positive": 0.1268578980283886, "roi_head/num_bg_samples": 428.75, "roi_head/num_fg_samples": 83.25, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.5604740869966918, "total_loss": 1.140674389025662} {"data_time": 0.013683413497346919, "eta_seconds": 64846.41660333149, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.3313008130081301, "fast_rcnn/fg_cls_accuracy": 0.6099624060150376, "iteration": 155019, "loss_box_reg": 0.22973955888301134, "loss_cls": 0.20595189672894776, "loss_mask": 0.2606335901655257, "loss_rpn_cls": 0.04400262120179832, "loss_rpn_loc": 0.07456223818007857, "loss_sem_seg": 0.31726932246237993, "lr": 0.02, "mask_rcnn/accuracy": 0.8899229099534551, "mask_rcnn/false_negative": 0.09607469255031385, "mask_rcnn/false_positive": 0.13341210580904744, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.5633393504904234, "total_loss": 1.159298328915611} {"data_time": 0.012559221497213002, "eta_seconds": 64861.66573339312, "fast_rcnn/cls_accuracy": 0.91259765625, "fast_rcnn/false_negative": 0.33521796132415604, "fast_rcnn/fg_cls_accuracy": 0.6221046639447236, "iteration": 155039, "loss_box_reg": 0.24416897725313902, "loss_cls": 0.2200033871922642, "loss_mask": 0.24935735017061234, "loss_rpn_cls": 0.044205928745213896, "loss_rpn_loc": 0.08316155508509837, "loss_sem_seg": 0.3179632357787341, "lr": 0.02, "mask_rcnn/accuracy": 0.8789104149312786, "mask_rcnn/false_negative": 0.0848694543985287, "mask_rcnn/false_positive": 0.1386193169906163, "roi_head/num_bg_samples": 428.75, "roi_head/num_fg_samples": 83.25, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.573667110002134, "total_loss": 1.1466632974043023} {"data_time": 0.013089218497043476, "eta_seconds": 64859.50948373925, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.2698412698412698, "fast_rcnn/fg_cls_accuracy": 0.6267755681818181, "iteration": 155059, "loss_box_reg": 0.22599875880405307, "loss_cls": 0.21230165264569223, "loss_mask": 0.2549950694665313, "loss_rpn_cls": 0.043701704242266715, "loss_rpn_loc": 0.08050836909387726, "loss_sem_seg": 0.3034264398738742, "lr": 0.02, "mask_rcnn/accuracy": 0.9167670877874959, "mask_rcnn/false_negative": 0.07485421985247709, "mask_rcnn/false_positive": 0.11258498498514016, "roi_head/num_bg_samples": 458.25, "roi_head/num_fg_samples": 53.75, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5692117770013283, "total_loss": 1.1235744156583678} {"data_time": 0.012294403000851162, "eta_seconds": 64907.94230341043, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.3400097228974234, "fast_rcnn/fg_cls_accuracy": 0.6358633776091082, "iteration": 155079, "loss_box_reg": 0.22547819139435887, "loss_cls": 0.20480579184368253, "loss_mask": 0.25303967390209436, "loss_rpn_cls": 0.04018063598778099, "loss_rpn_loc": 0.06621784844901413, "loss_sem_seg": 0.28027577605098486, "lr": 0.02, "mask_rcnn/accuracy": 0.8771123292591534, "mask_rcnn/false_negative": 0.10007006874141425, "mask_rcnn/false_positive": 0.13374637394374622, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5679544509985135, "total_loss": 1.140189981466392} {"data_time": 0.012345102499239147, "eta_seconds": 64878.17472190045, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.39259141156462585, "fast_rcnn/fg_cls_accuracy": 0.5995960884353742, "iteration": 155099, "loss_box_reg": 0.21891033556312323, "loss_cls": 0.20894715376198292, "loss_mask": 0.25013387110084295, "loss_rpn_cls": 0.04163488297490403, "loss_rpn_loc": 0.0661458345130086, "loss_sem_seg": 0.309020655695349, "lr": 0.02, "mask_rcnn/accuracy": 0.8908615018865988, "mask_rcnn/false_negative": 0.08533756632393574, "mask_rcnn/false_positive": 0.12009774401144654, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5646097849967191, "total_loss": 1.1207026136835339} {"data_time": 0.012722249499347527, "eta_seconds": 64933.10154493202, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.2907102809528235, "fast_rcnn/fg_cls_accuracy": 0.6759035367701582, "iteration": 155119, "loss_box_reg": 0.24508950347080827, "loss_cls": 0.22082841768860817, "loss_mask": 0.23794451728463173, "loss_rpn_cls": 0.05376222240738571, "loss_rpn_loc": 0.0797813811514061, "loss_sem_seg": 0.32597332540899515, "lr": 0.02, "mask_rcnn/accuracy": 0.8918571769069366, "mask_rcnn/false_negative": 0.09412955910826838, "mask_rcnn/false_positive": 0.11064047723064907, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5805327214984572, "total_loss": 1.1979145850928035} {"data_time": 0.01255608149949694, "eta_seconds": 64921.797134012035, "fast_rcnn/cls_accuracy": 0.90625, "fast_rcnn/false_negative": 0.4065301752977385, "fast_rcnn/fg_cls_accuracy": 0.5474074074074073, "iteration": 155139, "loss_box_reg": 0.2282001944258809, "loss_cls": 0.2369222411653027, "loss_mask": 0.244715241715312, "loss_rpn_cls": 0.05068460636539385, "loss_rpn_loc": 0.06264979799743742, "loss_sem_seg": 0.337564904242754, "lr": 0.02, "mask_rcnn/accuracy": 0.8954528123323331, "mask_rcnn/false_negative": 0.09922556268721973, "mask_rcnn/false_positive": 0.11788517122999786, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 207.0, "rpn/num_pos_anchors": 49.0, "time": 0.5604485544972704, "total_loss": 1.1316892408794956} {"data_time": 0.012220809498103335, "eta_seconds": 64875.8375564262, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.39915038801177416, "fast_rcnn/fg_cls_accuracy": 0.5391691196146642, "iteration": 155159, "loss_box_reg": 0.2182158431969583, "loss_cls": 0.21691983356140554, "loss_mask": 0.25816034292802215, "loss_rpn_cls": 0.04893046471988782, "loss_rpn_loc": 0.07439819039427675, "loss_sem_seg": 0.3427361440844834, "lr": 0.02, "mask_rcnn/accuracy": 0.8856817721229917, "mask_rcnn/false_negative": 0.0801578263838475, "mask_rcnn/false_positive": 0.13658984131851715, "roi_head/num_bg_samples": 433.0, "roi_head/num_fg_samples": 79.0, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5581651005049935, "total_loss": 1.1218440544907935} {"data_time": 0.012418058999173809, "eta_seconds": 64851.46181481095, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.30730427764326074, "fast_rcnn/fg_cls_accuracy": 0.654317998385795, "iteration": 155179, "loss_box_reg": 0.22669745911844075, "loss_cls": 0.21028401609510183, "loss_mask": 0.24782605282962322, "loss_rpn_cls": 0.04287736011610832, "loss_rpn_loc": 0.07301636011106893, "loss_sem_seg": 0.3494139243848622, "lr": 0.02, "mask_rcnn/accuracy": 0.8889092166546984, "mask_rcnn/false_negative": 0.10343834839745794, "mask_rcnn/false_positive": 0.1072786266578306, "roi_head/num_bg_samples": 459.25, "roi_head/num_fg_samples": 52.75, "rpn/num_neg_anchors": 237.0, "rpn/num_pos_anchors": 19.0, "time": 0.5649150215031113, "total_loss": 1.1547354922804516} {"data_time": 0.01337125100690173, "eta_seconds": 64840.165717091055, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.32885561936013125, "fast_rcnn/fg_cls_accuracy": 0.641881224192373, "iteration": 155199, "loss_box_reg": 0.22850800841115415, "loss_cls": 0.20513750275131315, "loss_mask": 0.24180372525006533, "loss_rpn_cls": 0.046119453880237415, "loss_rpn_loc": 0.07278207194758579, "loss_sem_seg": 0.29432694194838405, "lr": 0.02, "mask_rcnn/accuracy": 0.8939413265306122, "mask_rcnn/false_negative": 0.08010670167959497, "mask_rcnn/false_positive": 0.1230423879331137, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.5712150159961311, "total_loss": 1.1142370282905176} {"data_time": 0.012604020004800986, "eta_seconds": 64828.86961937116, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.2956771034660482, "fast_rcnn/fg_cls_accuracy": 0.6406211384792817, "iteration": 155219, "loss_box_reg": 0.22681179945357144, "loss_cls": 0.20335503784008324, "loss_mask": 0.2558489730581641, "loss_rpn_cls": 0.04488406112068333, "loss_rpn_loc": 0.08652589051052928, "loss_sem_seg": 0.3859952185302973, "lr": 0.02, "mask_rcnn/accuracy": 0.8833419054502148, "mask_rcnn/false_negative": 0.08644839930451531, "mask_rcnn/false_positive": 0.13998968746016036, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.570979021002131, "total_loss": 1.150579847220797} {"data_time": 0.012884321498859208, "eta_seconds": 64830.644054066295, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.3981575103920908, "fast_rcnn/fg_cls_accuracy": 0.5260651629072681, "iteration": 155239, "loss_box_reg": 0.22264192253351212, "loss_cls": 0.2107941247522831, "loss_mask": 0.24773337319493294, "loss_rpn_cls": 0.04507465846836567, "loss_rpn_loc": 0.06663410880719312, "loss_sem_seg": 0.3096646300982684, "lr": 0.02, "mask_rcnn/accuracy": 0.884713658190549, "mask_rcnn/false_negative": 0.08439994564076, "mask_rcnn/false_positive": 0.1324216935346087, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5757327114988584, "total_loss": 1.1524682937015314} {"data_time": 0.0129099799960386, "eta_seconds": 64875.844720677844, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.33162274618585297, "fast_rcnn/fg_cls_accuracy": 0.6118589743589744, "iteration": 155259, "loss_box_reg": 0.23810922680422664, "loss_cls": 0.228195876814425, "loss_mask": 0.258961443323642, "loss_rpn_cls": 0.04839191246719565, "loss_rpn_loc": 0.07552075560670346, "loss_sem_seg": 0.33315004920586944, "lr": 0.02, "mask_rcnn/accuracy": 0.8829382714624311, "mask_rcnn/false_negative": 0.09192441517130283, "mask_rcnn/false_positive": 0.127939723416516, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5780883499974152, "total_loss": 1.174643522768747} {"data_time": 0.012088944495189935, "eta_seconds": 64928.85803819748, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.42428307898708706, "fast_rcnn/fg_cls_accuracy": 0.541566985645933, "iteration": 155279, "loss_box_reg": 0.22991494578309357, "loss_cls": 0.22115543903782964, "loss_mask": 0.2535712057724595, "loss_rpn_cls": 0.04284393327543512, "loss_rpn_loc": 0.08104538812767714, "loss_sem_seg": 0.2969442564062774, "lr": 0.02, "mask_rcnn/accuracy": 0.8698742518606032, "mask_rcnn/false_negative": 0.08728755391871396, "mask_rcnn/false_positive": 0.13421331827691627, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.5728131540090544, "total_loss": 1.1637309103243751} {"data_time": 0.014758053002879024, "eta_seconds": 64917.538600947424, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.33954576976421635, "fast_rcnn/fg_cls_accuracy": 0.6483283770388393, "iteration": 155299, "loss_box_reg": 0.22571891732513905, "loss_cls": 0.20599010051228106, "loss_mask": 0.2542159613221884, "loss_rpn_cls": 0.0422298416524427, "loss_rpn_loc": 0.06397094392741565, "loss_sem_seg": 0.34770705038681626, "lr": 0.02, "mask_rcnn/accuracy": 0.8699733847426165, "mask_rcnn/false_negative": 0.10474970811572569, "mask_rcnn/false_positive": 0.13989727131134266, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.5510615375023917, "total_loss": 1.161276459810324} {"data_time": 0.01165138299256796, "eta_seconds": 64886.35119669021, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.28319167020824476, "fast_rcnn/fg_cls_accuracy": 0.7015282730514518, "iteration": 155319, "loss_box_reg": 0.2128716865554452, "loss_cls": 0.20162387983873487, "loss_mask": 0.25150285940617323, "loss_rpn_cls": 0.040264559822389856, "loss_rpn_loc": 0.08377070730784908, "loss_sem_seg": 0.29806049074977636, "lr": 0.02, "mask_rcnn/accuracy": 0.8882769016697588, "mask_rcnn/false_negative": 0.09612345465417835, "mask_rcnn/false_positive": 0.12870155800616553, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5740030494926032, "total_loss": 1.0855014689150266} {"data_time": 0.012781489502231125, "eta_seconds": 64913.22777029064, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.28217961370365147, "fast_rcnn/fg_cls_accuracy": 0.7012775842044134, "iteration": 155339, "loss_box_reg": 0.2291402048431337, "loss_cls": 0.2126490990340244, "loss_mask": 0.25457870680838823, "loss_rpn_cls": 0.04458806721959263, "loss_rpn_loc": 0.07142086140811443, "loss_sem_seg": 0.33557134261354804, "lr": 0.02, "mask_rcnn/accuracy": 0.8854249492004594, "mask_rcnn/false_negative": 0.10749288036134039, "mask_rcnn/false_positive": 0.12973063423508518, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5836041459988337, "total_loss": 1.161836629442405} {"data_time": 0.01266497750475537, "eta_seconds": 64934.837312026284, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3446311858076564, "fast_rcnn/fg_cls_accuracy": 0.6058985857192135, "iteration": 155359, "loss_box_reg": 0.25319148460403085, "loss_cls": 0.23638496513012797, "loss_mask": 0.2485688328742981, "loss_rpn_cls": 0.03463212067435961, "loss_rpn_loc": 0.08566167205572128, "loss_sem_seg": 0.30243224324658513, "lr": 0.02, "mask_rcnn/accuracy": 0.8814275087152661, "mask_rcnn/false_negative": 0.09154947051817214, "mask_rcnn/false_positive": 0.12245774642721596, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5740246470013517, "total_loss": 1.193599965510657} {"data_time": 0.012088337003660854, "eta_seconds": 64884.25393264622, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.2919753086419753, "fast_rcnn/fg_cls_accuracy": 0.6722350230414746, "iteration": 155379, "loss_box_reg": 0.20763625483959913, "loss_cls": 0.20459701074287295, "loss_mask": 0.25668514147400856, "loss_rpn_cls": 0.04182367169414647, "loss_rpn_loc": 0.0746546674054116, "loss_sem_seg": 0.33860834455117583, "lr": 0.02, "mask_rcnn/accuracy": 0.8956088566126345, "mask_rcnn/false_negative": 0.09047555562891396, "mask_rcnn/false_positive": 0.130156500255452, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5482839820033405, "total_loss": 1.1569056495791301} {"data_time": 0.013393900495429989, "eta_seconds": 64912.18055316618, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.3510526315789474, "fast_rcnn/fg_cls_accuracy": 0.637948717948718, "iteration": 155399, "loss_box_reg": 0.220762052340433, "loss_cls": 0.19878656673245132, "loss_mask": 0.2471844656392932, "loss_rpn_cls": 0.05026190058561042, "loss_rpn_loc": 0.08316941645898623, "loss_sem_seg": 0.2876118482090533, "lr": 0.02, "mask_rcnn/accuracy": 0.8999331452164963, "mask_rcnn/false_negative": 0.08785785837105889, "mask_rcnn/false_positive": 0.12087790379838415, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5610944090003613, "total_loss": 1.0874085512405145} {"data_time": 0.012312075996305794, "eta_seconds": 64900.85217373613, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.32315340909090906, "fast_rcnn/fg_cls_accuracy": 0.6616350067842605, "iteration": 155419, "loss_box_reg": 0.21841396298259497, "loss_cls": 0.19481632113456726, "loss_mask": 0.2502228571102023, "loss_rpn_cls": 0.0377240816160338, "loss_rpn_loc": 0.07222666995949112, "loss_sem_seg": 0.309664920438081, "lr": 0.02, "mask_rcnn/accuracy": 0.9031752664119834, "mask_rcnn/false_negative": 0.08970971138929773, "mask_rcnn/false_positive": 0.10633333584417573, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5640214139930322, "total_loss": 1.115909664746141} {"data_time": 0.01190676550322678, "eta_seconds": 64964.35418061886, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.35101617132867136, "fast_rcnn/fg_cls_accuracy": 0.6332859848484849, "iteration": 155439, "loss_box_reg": 0.2538692024536431, "loss_cls": 0.22253790876129642, "loss_mask": 0.2571918983012438, "loss_rpn_cls": 0.046334514358022716, "loss_rpn_loc": 0.08123252016957849, "loss_sem_seg": 0.33334284368902445, "lr": 0.02, "mask_rcnn/accuracy": 0.8845708087451849, "mask_rcnn/false_negative": 0.10944297959211216, "mask_rcnn/false_positive": 0.13532742545586068, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5751048305028235, "total_loss": 1.179956202802714} {"data_time": 0.012370807497063652, "eta_seconds": 64904.13391103244, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.2727272727272727, "fast_rcnn/fg_cls_accuracy": 0.641740576496674, "iteration": 155459, "loss_box_reg": 0.24352061981335282, "loss_cls": 0.2066900390200317, "loss_mask": 0.2519566365517676, "loss_rpn_cls": 0.04116410379356239, "loss_rpn_loc": 0.07645171860349365, "loss_sem_seg": 0.3099553440697491, "lr": 0.02, "mask_rcnn/accuracy": 0.9076915864174434, "mask_rcnn/false_negative": 0.09390294031194923, "mask_rcnn/false_positive": 0.09245986610636986, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.557387323002331, "total_loss": 1.1473569914924155} {"data_time": 0.012191920497571118, "eta_seconds": 64933.99649714997, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3218390804597701, "fast_rcnn/fg_cls_accuracy": 0.6225777560657872, "iteration": 155479, "loss_box_reg": 0.22520907572470605, "loss_cls": 0.20348034123890102, "loss_mask": 0.25064438628032804, "loss_rpn_cls": 0.03605117482220521, "loss_rpn_loc": 0.0759946576145012, "loss_sem_seg": 0.2775534482207149, "lr": 0.02, "mask_rcnn/accuracy": 0.8987120064655929, "mask_rcnn/false_negative": 0.09037268019171935, "mask_rcnn/false_positive": 0.1139584436201735, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.5676158720016247, "total_loss": 1.0728546432510484} {"data_time": 0.012945171009050682, "eta_seconds": 64892.16924359755, "fast_rcnn/cls_accuracy": 0.9140625, "fast_rcnn/false_negative": 0.32469278033794163, "fast_rcnn/fg_cls_accuracy": 0.6510211614173229, "iteration": 155499, "loss_box_reg": 0.23365725460462272, "loss_cls": 0.2041198294609785, "loss_mask": 0.2598680732771754, "loss_rpn_cls": 0.04601464775623754, "loss_rpn_loc": 0.07171345895039849, "loss_sem_seg": 0.3046142430976033, "lr": 0.02, "mask_rcnn/accuracy": 0.8848754519290234, "mask_rcnn/false_negative": 0.0809007936794105, "mask_rcnn/false_positive": 0.12723283815343633, "roi_head/num_bg_samples": 429.75, "roi_head/num_fg_samples": 82.25, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.565884243005712, "total_loss": 1.1084303018287756} {"data_time": 0.012685249988862779, "eta_seconds": 64894.17150230126, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.4064467288230138, "fast_rcnn/fg_cls_accuracy": 0.506916842023225, "iteration": 155519, "loss_box_reg": 0.22194804716855288, "loss_cls": 0.19634005520492792, "loss_mask": 0.24783592717722058, "loss_rpn_cls": 0.03521356558485422, "loss_rpn_loc": 0.06635212106630206, "loss_sem_seg": 0.30900478549301624, "lr": 0.02, "mask_rcnn/accuracy": 0.8862261807165146, "mask_rcnn/false_negative": 0.11078824693908876, "mask_rcnn/false_positive": 0.11463304656406684, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5712366599909728, "total_loss": 1.0926004950597417} {"data_time": 0.01394558100582799, "eta_seconds": 64899.976188299814, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3145104649529428, "fast_rcnn/fg_cls_accuracy": 0.6613082600343747, "iteration": 155539, "loss_box_reg": 0.23534374288283288, "loss_cls": 0.2204342857003212, "loss_mask": 0.2499129823409021, "loss_rpn_cls": 0.04312689485959709, "loss_rpn_loc": 0.07188805972691625, "loss_sem_seg": 0.30962695158086717, "lr": 0.02, "mask_rcnn/accuracy": 0.8961384595979142, "mask_rcnn/false_negative": 0.09301590054845962, "mask_rcnn/false_positive": 0.1124822432145019, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.570754724998551, "total_loss": 1.144033825286897} {"data_time": 0.011943493504077196, "eta_seconds": 64904.91800700756, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.31530214424951264, "fast_rcnn/fg_cls_accuracy": 0.6436025408348458, "iteration": 155559, "loss_box_reg": 0.22348468052223325, "loss_cls": 0.19794237450696528, "loss_mask": 0.24983903020620346, "loss_rpn_cls": 0.039399147128278855, "loss_rpn_loc": 0.07765402339282446, "loss_sem_seg": 0.2977668473031372, "lr": 0.02, "mask_rcnn/accuracy": 0.9040965639736598, "mask_rcnn/false_negative": 0.09736203704358681, "mask_rcnn/false_positive": 0.11827523629676151, "roi_head/num_bg_samples": 457.75, "roi_head/num_fg_samples": 54.25, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.5739397775032558, "total_loss": 1.100686040619621} {"data_time": 0.012425254994013812, "eta_seconds": 64877.29598239971, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.31626232175327784, "fast_rcnn/fg_cls_accuracy": 0.6513440154102093, "iteration": 155579, "loss_box_reg": 0.22872070805169642, "loss_cls": 0.20474442502018064, "loss_mask": 0.2383434632793069, "loss_rpn_cls": 0.03910459778853692, "loss_rpn_loc": 0.07880190059222514, "loss_sem_seg": 0.3042734027840197, "lr": 0.02, "mask_rcnn/accuracy": 0.890398514777812, "mask_rcnn/false_negative": 0.09598671237914716, "mask_rcnn/false_positive": 0.12432239522705574, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.5628424274982535, "total_loss": 1.0804826867897646} {"data_time": 0.012945991504238918, "eta_seconds": 64865.955879449655, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.35183411550617755, "fast_rcnn/fg_cls_accuracy": 0.6179245283018868, "iteration": 155599, "loss_box_reg": 0.2515743840485811, "loss_cls": 0.21096824784763157, "loss_mask": 0.24516120180487633, "loss_rpn_cls": 0.041839592362521216, "loss_rpn_loc": 0.090412705190829, "loss_sem_seg": 0.27116498490795493, "lr": 0.02, "mask_rcnn/accuracy": 0.901865150980605, "mask_rcnn/false_negative": 0.08539893123881415, "mask_rcnn/false_positive": 0.10567747606291435, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5599646574919461, "total_loss": 1.1125185650962521} {"data_time": 0.013034883493673988, "eta_seconds": 64823.41143837967, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.3190796942405207, "fast_rcnn/fg_cls_accuracy": 0.6434419112357042, "iteration": 155619, "loss_box_reg": 0.23871005000546575, "loss_cls": 0.21322147722821683, "loss_mask": 0.25840549916028976, "loss_rpn_cls": 0.04398220157418109, "loss_rpn_loc": 0.08740461326669902, "loss_sem_seg": 0.2779120692284778, "lr": 0.02, "mask_rcnn/accuracy": 0.8794578066525243, "mask_rcnn/false_negative": 0.09763578959380577, "mask_rcnn/false_positive": 0.11687971113183568, "roi_head/num_bg_samples": 429.25, "roi_head/num_fg_samples": 82.75, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5593079820027924, "total_loss": 1.1152966959343757} {"data_time": 0.011913650494534522, "eta_seconds": 64843.27567354955, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.31806184012066363, "fast_rcnn/fg_cls_accuracy": 0.6043320105820106, "iteration": 155639, "loss_box_reg": 0.23734914790838957, "loss_cls": 0.21641803020611405, "loss_mask": 0.24005331797525287, "loss_rpn_cls": 0.03765232412843034, "loss_rpn_loc": 0.06757913809269667, "loss_sem_seg": 0.30277407029643655, "lr": 0.02, "mask_rcnn/accuracy": 0.8886178302463417, "mask_rcnn/false_negative": 0.08502306342067928, "mask_rcnn/false_positive": 0.11603451050118616, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5745838794973679, "total_loss": 1.115480560460128} {"data_time": 0.01167440749850357, "eta_seconds": 64831.9355705995, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.3369727617515228, "fast_rcnn/fg_cls_accuracy": 0.6417707493956486, "iteration": 155659, "loss_box_reg": 0.2294349621515721, "loss_cls": 0.2036708213854581, "loss_mask": 0.2608847483061254, "loss_rpn_cls": 0.04195662253187038, "loss_rpn_loc": 0.08031875093001872, "loss_sem_seg": 0.30567197035998106, "lr": 0.02, "mask_rcnn/accuracy": 0.9010240119164104, "mask_rcnn/false_negative": 0.05710034081663459, "mask_rcnn/false_positive": 0.1254911595577709, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 239.5, "rpn/num_pos_anchors": 16.5, "time": 0.5562344119971385, "total_loss": 1.1535623513918836} {"data_time": 0.013083856996672694, "eta_seconds": 64803.47464046071, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3589838451103712, "fast_rcnn/fg_cls_accuracy": 0.6079714724203304, "iteration": 155679, "loss_box_reg": 0.22068937961012125, "loss_cls": 0.20063645392656326, "loss_mask": 0.24495254922658205, "loss_rpn_cls": 0.04048857925226912, "loss_rpn_loc": 0.0684945333050564, "loss_sem_seg": 0.2925913013750687, "lr": 0.02, "mask_rcnn/accuracy": 0.9126268077160935, "mask_rcnn/false_negative": 0.08971727021826448, "mask_rcnn/false_positive": 0.09748842553679131, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.560137072498037, "total_loss": 1.0934155768190976} {"data_time": 0.013443329000438098, "eta_seconds": 64778.448958962974, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.3435374149659864, "fast_rcnn/fg_cls_accuracy": 0.6100526147959184, "iteration": 155699, "loss_box_reg": 0.22260805498808622, "loss_cls": 0.20514087239280343, "loss_mask": 0.25071829184889793, "loss_rpn_cls": 0.0383498469600454, "loss_rpn_loc": 0.08182533344370313, "loss_sem_seg": 0.31244990380946547, "lr": 0.02, "mask_rcnn/accuracy": 0.8948703372701631, "mask_rcnn/false_negative": 0.09326325434847929, "mask_rcnn/false_positive": 0.10784056069014125, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5657190254933084, "total_loss": 1.0880210935865762} {"data_time": 0.012705792498309165, "eta_seconds": 64698.2462868527, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.34460227272727273, "fast_rcnn/fg_cls_accuracy": 0.6424005681818181, "iteration": 155719, "loss_box_reg": 0.22951611247844994, "loss_cls": 0.21845655655488372, "loss_mask": 0.26216441486030817, "loss_rpn_cls": 0.040576961502665654, "loss_rpn_loc": 0.07146940693201032, "loss_sem_seg": 0.33511769119650126, "lr": 0.02, "mask_rcnn/accuracy": 0.8930218962585035, "mask_rcnn/false_negative": 0.09009679279771042, "mask_rcnn/false_positive": 0.11894453038082789, "roi_head/num_bg_samples": 461.25, "roi_head/num_fg_samples": 50.75, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5509207549985149, "total_loss": 1.1961633578175679} {"data_time": 0.012000235001323745, "eta_seconds": 64711.28761357824, "fast_rcnn/cls_accuracy": 0.90966796875, "fast_rcnn/false_negative": 0.4216410898841215, "fast_rcnn/fg_cls_accuracy": 0.48000244244977713, "iteration": 155739, "loss_box_reg": 0.24913428234867752, "loss_cls": 0.2330665816552937, "loss_mask": 0.26316141057759523, "loss_rpn_cls": 0.045856744778575376, "loss_rpn_loc": 0.08276070095598698, "loss_sem_seg": 0.3227714113891125, "lr": 0.02, "mask_rcnn/accuracy": 0.8809522522866474, "mask_rcnn/false_negative": 0.1170460759859622, "mask_rcnn/false_positive": 0.13108755633519203, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5656689349925728, "total_loss": 1.213406324153766} {"data_time": 0.012847323996538762, "eta_seconds": 64718.30179625912, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.3171878972794304, "fast_rcnn/fg_cls_accuracy": 0.6364741441619028, "iteration": 155759, "loss_box_reg": 0.200148158473894, "loss_cls": 0.2095412858761847, "loss_mask": 0.24814723199233413, "loss_rpn_cls": 0.03668532433221117, "loss_rpn_loc": 0.06477161135990173, "loss_sem_seg": 0.27922217175364494, "lr": 0.02, "mask_rcnn/accuracy": 0.9064530725556534, "mask_rcnn/false_negative": 0.07687492766248313, "mask_rcnn/false_positive": 0.1079409026665624, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5647643474949291, "total_loss": 1.0635191037436016} {"data_time": 0.012655094004003331, "eta_seconds": 64706.97166052917, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.36592212135690394, "fast_rcnn/fg_cls_accuracy": 0.6022664455500276, "iteration": 155779, "loss_box_reg": 0.2206658055074513, "loss_cls": 0.20838452619500458, "loss_mask": 0.2618505731225014, "loss_rpn_cls": 0.041315228096209466, "loss_rpn_loc": 0.07830466353334486, "loss_sem_seg": 0.30578146036714315, "lr": 0.02, "mask_rcnn/accuracy": 0.9029160124194605, "mask_rcnn/false_negative": 0.08589614577660858, "mask_rcnn/false_positive": 0.11431662284133545, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5643207875036751, "total_loss": 1.1101909666322172} {"data_time": 0.012703601503744721, "eta_seconds": 64695.64152479922, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.31999999999999995, "fast_rcnn/fg_cls_accuracy": 0.5702409398645958, "iteration": 155799, "loss_box_reg": 0.2276757680810988, "loss_cls": 0.2056171668227762, "loss_mask": 0.25444612093269825, "loss_rpn_cls": 0.039146468305261806, "loss_rpn_loc": 0.07346206740476191, "loss_sem_seg": 0.3155444203875959, "lr": 0.02, "mask_rcnn/accuracy": 0.9040369122265511, "mask_rcnn/false_negative": 0.10142478449532126, "mask_rcnn/false_positive": 0.11032706813969727, "roi_head/num_bg_samples": 464.0, "roi_head/num_fg_samples": 48.0, "rpn/num_neg_anchors": 239.0, "rpn/num_pos_anchors": 17.0, "time": 0.5624329789934563, "total_loss": 1.1519418845127802} {"data_time": 0.012604365503648296, "eta_seconds": 64641.632986053046, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.3692525202852225, "fast_rcnn/fg_cls_accuracy": 0.5412383456849151, "iteration": 155819, "loss_box_reg": 0.22604893473908305, "loss_cls": 0.20218144543468952, "loss_mask": 0.2490303493104875, "loss_rpn_cls": 0.04602318909019232, "loss_rpn_loc": 0.09067618509288877, "loss_sem_seg": 0.3156067249365151, "lr": 0.02, "mask_rcnn/accuracy": 0.8878174277288653, "mask_rcnn/false_negative": 0.0955975961580742, "mask_rcnn/false_positive": 0.1334558160063346, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5637344180067885, "total_loss": 1.1341921798302792} {"data_time": 0.012356736995570827, "eta_seconds": 64672.98125333932, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.33151462243561763, "fast_rcnn/fg_cls_accuracy": 0.6683780660748989, "iteration": 155839, "loss_box_reg": 0.22373682539910078, "loss_cls": 0.19025672250427306, "loss_mask": 0.23827799130231142, "loss_rpn_cls": 0.04206243500811979, "loss_rpn_loc": 0.0738415993982926, "loss_sem_seg": 0.29136258573271334, "lr": 0.02, "mask_rcnn/accuracy": 0.8829199126957574, "mask_rcnn/false_negative": 0.10487595339608977, "mask_rcnn/false_positive": 0.12236236942233954, "roi_head/num_bg_samples": 433.0, "roi_head/num_fg_samples": 79.0, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5858237760039628, "total_loss": 1.0690836421163112} {"data_time": 0.012129132497648243, "eta_seconds": 64661.65111760937, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.3930812910938434, "fast_rcnn/fg_cls_accuracy": 0.5894687905258265, "iteration": 155859, "loss_box_reg": 0.22213035091408528, "loss_cls": 0.19845280051231384, "loss_mask": 0.2433061460033059, "loss_rpn_cls": 0.03934627992566675, "loss_rpn_loc": 0.07369239861145616, "loss_sem_seg": 0.3400325421243906, "lr": 0.02, "mask_rcnn/accuracy": 0.8944484936831876, "mask_rcnn/false_negative": 0.08472680480463454, "mask_rcnn/false_positive": 0.12267564678918719, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.5640745725031593, "total_loss": 1.1198152078904968} {"data_time": 0.013014818003284745, "eta_seconds": 64631.999140119224, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.3301134239062695, "fast_rcnn/fg_cls_accuracy": 0.627016129032258, "iteration": 155879, "loss_box_reg": 0.24015873949974775, "loss_cls": 0.20774143235757947, "loss_mask": 0.25462330039590597, "loss_rpn_cls": 0.04295541095780209, "loss_rpn_loc": 0.0792884870315902, "loss_sem_seg": 0.3126995153725147, "lr": 0.02, "mask_rcnn/accuracy": 0.8980191705395029, "mask_rcnn/false_negative": 0.08434331739113397, "mask_rcnn/false_positive": 0.11946964384557701, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5567191459995229, "total_loss": 1.124293217988452} {"data_time": 0.012764488994434942, "eta_seconds": 64665.101833462824, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3726985510404184, "fast_rcnn/fg_cls_accuracy": 0.6236518139230853, "iteration": 155899, "loss_box_reg": 0.23979458422400057, "loss_cls": 0.2104956975672394, "loss_mask": 0.24230291042476892, "loss_rpn_cls": 0.03825664734176826, "loss_rpn_loc": 0.068982321099611, "loss_sem_seg": 0.27960434136912227, "lr": 0.02, "mask_rcnn/accuracy": 0.8884670225443804, "mask_rcnn/false_negative": 0.10543655361907728, "mask_rcnn/false_positive": 0.12110518181183474, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5738833690047613, "total_loss": 1.1040941665123682} {"data_time": 0.013311586997588165, "eta_seconds": 64699.08220466135, "fast_rcnn/cls_accuracy": 0.900390625, "fast_rcnn/false_negative": 0.36789072995969546, "fast_rcnn/fg_cls_accuracy": 0.5537795537795538, "iteration": 155919, "loss_box_reg": 0.26012922544032335, "loss_cls": 0.2461260089185089, "loss_mask": 0.2636445062234998, "loss_rpn_cls": 0.040969496010802686, "loss_rpn_loc": 0.07792974321637303, "loss_sem_seg": 0.29348198254592717, "lr": 0.02, "mask_rcnn/accuracy": 0.87199637919684, "mask_rcnn/false_negative": 0.1100192682111624, "mask_rcnn/false_positive": 0.13698548682678732, "roi_head/num_bg_samples": 425.25, "roi_head/num_fg_samples": 86.75, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.5780460914975265, "total_loss": 1.2453509553452022} {"data_time": 0.01237439199758228, "eta_seconds": 64722.45104744191, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.2727272727272727, "fast_rcnn/fg_cls_accuracy": 0.6467710371819961, "iteration": 155939, "loss_box_reg": 0.2236878671683371, "loss_cls": 0.20647683064453304, "loss_mask": 0.2562106200493872, "loss_rpn_cls": 0.050609694997547194, "loss_rpn_loc": 0.08216328348498791, "loss_sem_seg": 0.3157477321801707, "lr": 0.02, "mask_rcnn/accuracy": 0.8863722296866896, "mask_rcnn/false_negative": 0.09228162903726175, "mask_rcnn/false_positive": 0.1012065991375605, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.5719726789975539, "total_loss": 1.1297387131780852} {"data_time": 0.012100864994863514, "eta_seconds": 64676.3968908213, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.31304301570977694, "fast_rcnn/fg_cls_accuracy": 0.6626295053261345, "iteration": 155959, "loss_box_reg": 0.22559466864913702, "loss_cls": 0.2127805647905916, "loss_mask": 0.2508858721703291, "loss_rpn_cls": 0.04076901706139324, "loss_rpn_loc": 0.07666601962409914, "loss_sem_seg": 0.3174949320964515, "lr": 0.02, "mask_rcnn/accuracy": 0.8927639621249344, "mask_rcnn/false_negative": 0.09951121493613381, "mask_rcnn/false_positive": 0.1162337434953675, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5583531190059148, "total_loss": 1.2071249197470024} {"data_time": 0.012284166499739513, "eta_seconds": 64637.585663167636, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.36200517943026267, "fast_rcnn/fg_cls_accuracy": 0.5875816993464051, "iteration": 155979, "loss_box_reg": 0.20659137261100113, "loss_cls": 0.19003875646740198, "loss_mask": 0.24399992218241096, "loss_rpn_cls": 0.04071992600802332, "loss_rpn_loc": 0.07498660183046013, "loss_sem_seg": 0.2961400165222585, "lr": 0.02, "mask_rcnn/accuracy": 0.8744969916609004, "mask_rcnn/false_negative": 0.0948725168338955, "mask_rcnn/false_positive": 0.14383044877725698, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5591490009974223, "total_loss": 1.0862299639265984} {"data_time": 0.013820733503962401, "eta_seconds": 64653.71157698125, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.3219209558823529, "fast_rcnn/fg_cls_accuracy": 0.6593191964285714, "iteration": 155999, "loss_box_reg": 0.23253699438646436, "loss_cls": 0.19543435517698526, "loss_mask": 0.2482871524989605, "loss_rpn_cls": 0.045229687966639176, "loss_rpn_loc": 0.08578023320296779, "loss_sem_seg": 0.2660390845267102, "lr": 0.02, "mask_rcnn/accuracy": 0.8825056808437661, "mask_rcnn/false_negative": 0.09584167926851958, "mask_rcnn/false_positive": 0.12485676698398286, "roi_head/num_bg_samples": 430.25, "roi_head/num_fg_samples": 81.75, "rpn/num_neg_anchors": 206.75, "rpn/num_pos_anchors": 49.25, "time": 0.5738906904953183, "total_loss": 1.1461175172153162} {"data_time": 0.01232798199634999, "eta_seconds": 64614.90998564747, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.32514730454665375, "fast_rcnn/fg_cls_accuracy": 0.6136473781137928, "iteration": 156019, "loss_box_reg": 0.22597797960042953, "loss_cls": 0.2061778879724443, "loss_mask": 0.24585123173892498, "loss_rpn_cls": 0.04575674136867747, "loss_rpn_loc": 0.08028204264701344, "loss_sem_seg": 0.3057243409566581, "lr": 0.02, "mask_rcnn/accuracy": 0.9049785544128599, "mask_rcnn/false_negative": 0.07463479565746625, "mask_rcnn/false_positive": 0.10667157928891602, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 234.75, "rpn/num_pos_anchors": 21.25, "time": 0.5559254434992909, "total_loss": 1.088931851903908} {"data_time": 0.012972658994840458, "eta_seconds": 64623.357941196766, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.2946428571428571, "fast_rcnn/fg_cls_accuracy": 0.6855894105894106, "iteration": 156039, "loss_box_reg": 0.2459926945157349, "loss_cls": 0.20853070565499365, "loss_mask": 0.2570924609899521, "loss_rpn_cls": 0.039554278322611935, "loss_rpn_loc": 0.0860747555270791, "loss_sem_seg": 0.3243270651437342, "lr": 0.02, "mask_rcnn/accuracy": 0.8944974245028502, "mask_rcnn/false_negative": 0.09880807819416562, "mask_rcnn/false_positive": 0.12118211237919752, "roi_head/num_bg_samples": 432.5, "roi_head/num_fg_samples": 79.5, "rpn/num_neg_anchors": 203.75, "rpn/num_pos_anchors": 52.25, "time": 0.5707824564960902, "total_loss": 1.1645474595716223} {"data_time": 0.013223952999396715, "eta_seconds": 64571.730795689924, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.36400745959386654, "fast_rcnn/fg_cls_accuracy": 0.611810776942356, "iteration": 156059, "loss_box_reg": 0.22997219488024712, "loss_cls": 0.21965264156460762, "loss_mask": 0.24368804786354303, "loss_rpn_cls": 0.0449774645967409, "loss_rpn_loc": 0.07710095547372475, "loss_sem_seg": 0.3210733775049448, "lr": 0.02, "mask_rcnn/accuracy": 0.8825306637806638, "mask_rcnn/false_negative": 0.09747667289552198, "mask_rcnn/false_positive": 0.12838196435929777, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5610469754974474, "total_loss": 1.1700663373339921} {"data_time": 0.011695618501107674, "eta_seconds": 64493.753681662405, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3269666314359052, "fast_rcnn/fg_cls_accuracy": 0.6589358616244091, "iteration": 156079, "loss_box_reg": 0.23359499219805002, "loss_cls": 0.21716095227748156, "loss_mask": 0.2477820385247469, "loss_rpn_cls": 0.039038441245793365, "loss_rpn_loc": 0.06880103691946715, "loss_sem_seg": 0.3398998659104109, "lr": 0.02, "mask_rcnn/accuracy": 0.8905598936587729, "mask_rcnn/false_negative": 0.08172097060343081, "mask_rcnn/false_positive": 0.14051332651136733, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.5581468634991325, "total_loss": 1.1663228720135521} {"data_time": 0.011795768004958518, "eta_seconds": 64482.4311417125, "fast_rcnn/cls_accuracy": 0.95654296875, "fast_rcnn/false_negative": 0.25889121338912136, "fast_rcnn/fg_cls_accuracy": 0.7122379402714131, "iteration": 156099, "loss_box_reg": 0.22255327086895704, "loss_cls": 0.20116277411580086, "loss_mask": 0.2417137948796153, "loss_rpn_cls": 0.03540616933605634, "loss_rpn_loc": 0.06510418344987556, "loss_sem_seg": 0.32977344281971455, "lr": 0.02, "mask_rcnn/accuracy": 0.9059654161908453, "mask_rcnn/false_negative": 0.07891822026603473, "mask_rcnn/false_positive": 0.08635060576344195, "roi_head/num_bg_samples": 459.0, "roi_head/num_fg_samples": 53.0, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5559005280010751, "total_loss": 1.0815055635430326} {"data_time": 0.012777878997439984, "eta_seconds": 64386.51836473568, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.3527542372881356, "fast_rcnn/fg_cls_accuracy": 0.6362410071942446, "iteration": 156119, "loss_box_reg": 0.23222712147980928, "loss_cls": 0.20316679478855804, "loss_mask": 0.2496925788000226, "loss_rpn_cls": 0.035856263450114056, "loss_rpn_loc": 0.07546325563453138, "loss_sem_seg": 0.3088102228939533, "lr": 0.02, "mask_rcnn/accuracy": 0.886539629588099, "mask_rcnn/false_negative": 0.08996443490355341, "mask_rcnn/false_positive": 0.1340002778366476, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.5652860810005222, "total_loss": 1.0847826645622263} {"data_time": 0.012224949998199008, "eta_seconds": 64459.78606181269, "fast_rcnn/cls_accuracy": 0.9638671875, "fast_rcnn/false_negative": 0.264972999509082, "fast_rcnn/fg_cls_accuracy": 0.7231222385861561, "iteration": 156139, "loss_box_reg": 0.21387845580466092, "loss_cls": 0.19769437599461526, "loss_mask": 0.2441322198137641, "loss_rpn_cls": 0.03115747289848514, "loss_rpn_loc": 0.060904523968929425, "loss_sem_seg": 0.3100680038332939, "lr": 0.02, "mask_rcnn/accuracy": 0.906447406857435, "mask_rcnn/false_negative": 0.08093644128701104, "mask_rcnn/false_positive": 0.11436474811787417, "roi_head/num_bg_samples": 462.5, "roi_head/num_fg_samples": 49.5, "rpn/num_neg_anchors": 242.5, "rpn/num_pos_anchors": 13.5, "time": 0.5742229634997784, "total_loss": 1.0512897072767373} {"data_time": 0.01292826650023926, "eta_seconds": 64462.64902109616, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.3572612520719113, "fast_rcnn/fg_cls_accuracy": 0.5852735918972332, "iteration": 156159, "loss_box_reg": 0.21960033127106726, "loss_cls": 0.22117476165294647, "loss_mask": 0.24853893322870135, "loss_rpn_cls": 0.04257942401454784, "loss_rpn_loc": 0.07999510073568672, "loss_sem_seg": 0.3226445661857724, "lr": 0.02, "mask_rcnn/accuracy": 0.9013125229781068, "mask_rcnn/false_negative": 0.07579535269834921, "mask_rcnn/false_positive": 0.11593557049561495, "roi_head/num_bg_samples": 429.5, "roi_head/num_fg_samples": 82.5, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5586688670009607, "total_loss": 1.1411440055380808} {"data_time": 0.013815166996209882, "eta_seconds": 64462.095268421326, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.3200206398348813, "fast_rcnn/fg_cls_accuracy": 0.6518110795454546, "iteration": 156179, "loss_box_reg": 0.22170332539826632, "loss_cls": 0.2067147872876376, "loss_mask": 0.2504400797188282, "loss_rpn_cls": 0.0447615250304807, "loss_rpn_loc": 0.08221257966943085, "loss_sem_seg": 0.3181821797043085, "lr": 0.02, "mask_rcnn/accuracy": 0.9030008406496501, "mask_rcnn/false_negative": 0.09444632515265367, "mask_rcnn/false_positive": 0.1101046687657179, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.5717971185003989, "total_loss": 1.1139571527310181} {"data_time": 0.012189407498226501, "eta_seconds": 64387.76236417504, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3465320910973085, "fast_rcnn/fg_cls_accuracy": 0.6055437100213219, "iteration": 156199, "loss_box_reg": 0.22780322399921715, "loss_cls": 0.20876408531330526, "loss_mask": 0.2479495033621788, "loss_rpn_cls": 0.04432279054890387, "loss_rpn_loc": 0.0689305234409403, "loss_sem_seg": 0.33750653686001897, "lr": 0.02, "mask_rcnn/accuracy": 0.8956748056365403, "mask_rcnn/false_negative": 0.09282375995018702, "mask_rcnn/false_positive": 0.1187026615961484, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5593199334907695, "total_loss": 1.1264578996633645} {"data_time": 0.012578571506310254, "eta_seconds": 64304.50033916597, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.35503003003003003, "fast_rcnn/fg_cls_accuracy": 0.5694980694980695, "iteration": 156219, "loss_box_reg": 0.2318992791697383, "loss_cls": 0.21280726930126548, "loss_mask": 0.2592895017005503, "loss_rpn_cls": 0.041310501692350954, "loss_rpn_loc": 0.08178625005530193, "loss_sem_seg": 0.3525392785668373, "lr": 0.02, "mask_rcnn/accuracy": 0.8871667029214787, "mask_rcnn/false_negative": 0.10017852224363066, "mask_rcnn/false_positive": 0.12075730272840421, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5538337109974236, "total_loss": 1.208033762901323} {"data_time": 0.012394771998515353, "eta_seconds": 64293.197133826034, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.28696646341463417, "fast_rcnn/fg_cls_accuracy": 0.6521975368268534, "iteration": 156239, "loss_box_reg": 0.25785694317892194, "loss_cls": 0.21708527789451182, "loss_mask": 0.259531051851809, "loss_rpn_cls": 0.03953924553934485, "loss_rpn_loc": 0.08537530683679506, "loss_sem_seg": 0.3455863050185144, "lr": 0.02, "mask_rcnn/accuracy": 0.890536351646166, "mask_rcnn/false_negative": 0.1164139035738594, "mask_rcnn/false_positive": 0.0911831667496048, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5702130444988143, "total_loss": 1.167127875785809} {"data_time": 0.012843507000070531, "eta_seconds": 64267.449731893525, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.31821646341463417, "fast_rcnn/fg_cls_accuracy": 0.6392208217384188, "iteration": 156259, "loss_box_reg": 0.24437153711915016, "loss_cls": 0.2274095881730318, "loss_mask": 0.2622821689583361, "loss_rpn_cls": 0.042616538594302256, "loss_rpn_loc": 0.07349849340971559, "loss_sem_seg": 0.30501944618299603, "lr": 0.02, "mask_rcnn/accuracy": 0.8933649317715251, "mask_rcnn/false_negative": 0.0799534239515336, "mask_rcnn/false_positive": 0.1190277926233454, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5671934630008764, "total_loss": 1.1339118356409017} {"data_time": 0.012686325499089435, "eta_seconds": 64240.03343602034, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.3270474137931034, "fast_rcnn/fg_cls_accuracy": 0.6185225474683544, "iteration": 156279, "loss_box_reg": 0.22217238368466496, "loss_cls": 0.21628197911195457, "loss_mask": 0.24896693462505937, "loss_rpn_cls": 0.04092304175719619, "loss_rpn_loc": 0.0793522419699002, "loss_sem_seg": 0.31398267578333616, "lr": 0.02, "mask_rcnn/accuracy": 0.8793059020483194, "mask_rcnn/false_negative": 0.10725419464331132, "mask_rcnn/false_positive": 0.14143097335082444, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.5511144580013934, "total_loss": 1.1646031672717072} {"data_time": 0.012732450995827094, "eta_seconds": 64249.0819439328, "fast_rcnn/cls_accuracy": 0.95654296875, "fast_rcnn/false_negative": 0.2698412698412698, "fast_rcnn/fg_cls_accuracy": 0.7084942084942085, "iteration": 156299, "loss_box_reg": 0.22193266451358795, "loss_cls": 0.19260797975584865, "loss_mask": 0.24097513081505895, "loss_rpn_cls": 0.044503345125121996, "loss_rpn_loc": 0.0801536240032874, "loss_sem_seg": 0.36069418024271727, "lr": 0.02, "mask_rcnn/accuracy": 0.9036327662258863, "mask_rcnn/false_negative": 0.0822242159315042, "mask_rcnn/false_positive": 0.0934394206871211, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.5739392760078772, "total_loss": 1.152248936938122} {"data_time": 0.01334196900279494, "eta_seconds": 64231.44168123049, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.3714397700548733, "fast_rcnn/fg_cls_accuracy": 0.6285602299451267, "iteration": 156319, "loss_box_reg": 0.23868584912270308, "loss_cls": 0.2086044643074274, "loss_mask": 0.24979573860764503, "loss_rpn_cls": 0.037343131290981546, "loss_rpn_loc": 0.07460345368599519, "loss_sem_seg": 0.31548827700316906, "lr": 0.02, "mask_rcnn/accuracy": 0.8920164976102801, "mask_rcnn/false_negative": 0.07711497555560154, "mask_rcnn/false_positive": 0.14528742125538385, "roi_head/num_bg_samples": 462.5, "roi_head/num_fg_samples": 49.5, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.5629969404908479, "total_loss": 1.1546303717477713} {"data_time": 0.012490533998061437, "eta_seconds": 64191.055423212485, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.33088373845863955, "fast_rcnn/fg_cls_accuracy": 0.6228448275862069, "iteration": 156339, "loss_box_reg": 0.20868868881370872, "loss_cls": 0.19290471164276823, "loss_mask": 0.24976302776485682, "loss_rpn_cls": 0.039467345995944925, "loss_rpn_loc": 0.06713926861993968, "loss_sem_seg": 0.28197936969809234, "lr": 0.02, "mask_rcnn/accuracy": 0.9034232312034762, "mask_rcnn/false_negative": 0.08594184690553058, "mask_rcnn/false_positive": 0.11908964023821964, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5722641245010891, "total_loss": 1.0762915309751406} {"data_time": 0.012626040006580297, "eta_seconds": 64111.491721340586, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.2675438596491228, "fast_rcnn/fg_cls_accuracy": 0.6690283400809717, "iteration": 156359, "loss_box_reg": 0.24797888239845634, "loss_cls": 0.21416587196290493, "loss_mask": 0.24644755944609642, "loss_rpn_cls": 0.047200119646731764, "loss_rpn_loc": 0.06673388223862275, "loss_sem_seg": 0.3112973286770284, "lr": 0.02, "mask_rcnn/accuracy": 0.9134876465810334, "mask_rcnn/false_negative": 0.08262763155830602, "mask_rcnn/false_positive": 0.09247320078572259, "roi_head/num_bg_samples": 461.75, "roi_head/num_fg_samples": 50.25, "rpn/num_neg_anchors": 235.25, "rpn/num_pos_anchors": 20.75, "time": 0.5517167055004393, "total_loss": 1.103832875349326} {"data_time": 0.012885789001302328, "eta_seconds": 64194.37275844391, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3511871754801633, "fast_rcnn/fg_cls_accuracy": 0.6015558353983019, "iteration": 156379, "loss_box_reg": 0.2352077483665198, "loss_cls": 0.21878171362914145, "loss_mask": 0.24107914045453072, "loss_rpn_cls": 0.04398024047259241, "loss_rpn_loc": 0.08655589492991567, "loss_sem_seg": 0.31296420842409134, "lr": 0.02, "mask_rcnn/accuracy": 0.8863283588568531, "mask_rcnn/false_negative": 0.10771674633428696, "mask_rcnn/false_positive": 0.12590397930483246, "roi_head/num_bg_samples": 431.75, "roi_head/num_fg_samples": 80.25, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5790993030022946, "total_loss": 1.1043354554858524} {"data_time": 0.01272840399906272, "eta_seconds": 64188.34507339338, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.30429742719819053, "fast_rcnn/fg_cls_accuracy": 0.6756031260618416, "iteration": 156399, "loss_box_reg": 0.22126338351517916, "loss_cls": 0.2003053375519812, "loss_mask": 0.24873718712478876, "loss_rpn_cls": 0.04511248116614297, "loss_rpn_loc": 0.0834723692969419, "loss_sem_seg": 0.3129062606021762, "lr": 0.02, "mask_rcnn/accuracy": 0.9025317762878271, "mask_rcnn/false_negative": 0.08734202923991886, "mask_rcnn/false_positive": 0.10243005746378095, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5667421780017321, "total_loss": 1.1065768284606747} {"data_time": 0.012301149996346794, "eta_seconds": 64180.48227822638, "fast_rcnn/cls_accuracy": 0.91064453125, "fast_rcnn/false_negative": 0.38633139909735653, "fast_rcnn/fg_cls_accuracy": 0.557265256163665, "iteration": 156419, "loss_box_reg": 0.22774288803339005, "loss_cls": 0.19502739887684584, "loss_mask": 0.2557590352371335, "loss_rpn_cls": 0.044641529297223315, "loss_rpn_loc": 0.09535536263138056, "loss_sem_seg": 0.30729940347373486, "lr": 0.02, "mask_rcnn/accuracy": 0.881668830201528, "mask_rcnn/false_negative": 0.10617144032929318, "mask_rcnn/false_positive": 0.11907510951511949, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.5628287635045126, "total_loss": 1.1242695522378199} {"data_time": 0.012347582502115984, "eta_seconds": 64169.18100736625, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.370135798242611, "fast_rcnn/fg_cls_accuracy": 0.5467391304347826, "iteration": 156439, "loss_box_reg": 0.22455179528333247, "loss_cls": 0.21300739678554237, "loss_mask": 0.2441490776836872, "loss_rpn_cls": 0.04036827049276326, "loss_rpn_loc": 0.07188679574755952, "loss_sem_seg": 0.3378292662091553, "lr": 0.02, "mask_rcnn/accuracy": 0.8890537335158316, "mask_rcnn/false_negative": 0.1088280928649465, "mask_rcnn/false_positive": 0.13114675156283784, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5802083700036746, "total_loss": 1.1879716085531982} {"data_time": 0.013387960498221219, "eta_seconds": 64171.71868059393, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.31562750869681566, "fast_rcnn/fg_cls_accuracy": 0.6678378378378378, "iteration": 156459, "loss_box_reg": 0.25241450872272253, "loss_cls": 0.22532053315080702, "loss_mask": 0.2635960327461362, "loss_rpn_cls": 0.04591283021727577, "loss_rpn_loc": 0.07245250971755013, "loss_sem_seg": 0.3398186694830656, "lr": 0.02, "mask_rcnn/accuracy": 0.8848006191913385, "mask_rcnn/false_negative": 0.09422552865042161, "mask_rcnn/false_positive": 0.15446153301675813, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5762263180004084, "total_loss": 1.2164754320692737} {"data_time": 0.012390792500809766, "eta_seconds": 64152.88228587873, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.34694860020737667, "fast_rcnn/fg_cls_accuracy": 0.5864367816091953, "iteration": 156479, "loss_box_reg": 0.2296673352830112, "loss_cls": 0.2053760124836117, "loss_mask": 0.2557300226762891, "loss_rpn_cls": 0.03804427507566288, "loss_rpn_loc": 0.06762024923227727, "loss_sem_seg": 0.2691982355900109, "lr": 0.02, "mask_rcnn/accuracy": 0.8810255352140857, "mask_rcnn/false_negative": 0.11334633293498617, "mask_rcnn/false_positive": 0.13435956508644492, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5626361305039609, "total_loss": 1.090883821787429} {"data_time": 0.011780477499996778, "eta_seconds": 64166.24991449516, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.3565589000371609, "fast_rcnn/fg_cls_accuracy": 0.6396713615023474, "iteration": 156499, "loss_box_reg": 0.23123347386717796, "loss_cls": 0.20242052851244807, "loss_mask": 0.2684340598061681, "loss_rpn_cls": 0.04005149452132173, "loss_rpn_loc": 0.06726564356358722, "loss_sem_seg": 0.3456048755906522, "lr": 0.02, "mask_rcnn/accuracy": 0.8931180426716141, "mask_rcnn/false_negative": 0.0900153889103302, "mask_rcnn/false_positive": 0.12439450639305363, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5795897094940301, "total_loss": 1.186839119589422} {"data_time": 0.012353186997643206, "eta_seconds": 64134.95225906692, "fast_rcnn/cls_accuracy": 0.91357421875, "fast_rcnn/false_negative": 0.37483962737769844, "fast_rcnn/fg_cls_accuracy": 0.5805488927316338, "iteration": 156519, "loss_box_reg": 0.22827911470085382, "loss_cls": 0.22674062522128224, "loss_mask": 0.25239009503275156, "loss_rpn_cls": 0.04941570102528203, "loss_rpn_loc": 0.06860551598947495, "loss_sem_seg": 0.2912030601873994, "lr": 0.02, "mask_rcnn/accuracy": 0.8784649377474871, "mask_rcnn/false_negative": 0.11164284250408157, "mask_rcnn/false_positive": 0.11918877091456724, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5646352295007091, "total_loss": 1.1715069333440624} {"data_time": 0.011867121502291411, "eta_seconds": 64126.503846353895, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.3146005509641873, "fast_rcnn/fg_cls_accuracy": 0.6438446969696969, "iteration": 156539, "loss_box_reg": 0.239478612318635, "loss_cls": 0.21350622945465147, "loss_mask": 0.2574207363650203, "loss_rpn_cls": 0.04894658063130919, "loss_rpn_loc": 0.07544282857270446, "loss_sem_seg": 0.3309578001499176, "lr": 0.02, "mask_rcnn/accuracy": 0.8762319241042645, "mask_rcnn/false_negative": 0.1036189479158035, "mask_rcnn/false_positive": 0.12027825071927259, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5780239579908084, "total_loss": 1.1913422516081482} {"data_time": 0.013225393995526247, "eta_seconds": 64112.34584838705, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.3458124791458125, "fast_rcnn/fg_cls_accuracy": 0.6327871650452296, "iteration": 156559, "loss_box_reg": 0.2593975351192057, "loss_cls": 0.22491464880295098, "loss_mask": 0.2565155038610101, "loss_rpn_cls": 0.044623110406973865, "loss_rpn_loc": 0.08651429656310938, "loss_sem_seg": 0.31783704832196236, "lr": 0.02, "mask_rcnn/accuracy": 0.894766292099662, "mask_rcnn/false_negative": 0.08325400578770276, "mask_rcnn/false_positive": 0.10182301282234424, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5681454630030203, "total_loss": 1.1690015555068385} {"data_time": 0.012871881001046859, "eta_seconds": 64168.31218483577, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.33777581641659316, "fast_rcnn/fg_cls_accuracy": 0.6446379967338052, "iteration": 156579, "loss_box_reg": 0.23622456286102533, "loss_cls": 0.22733098547905684, "loss_mask": 0.23776911105960608, "loss_rpn_cls": 0.04563737074204255, "loss_rpn_loc": 0.06843272515106946, "loss_sem_seg": 0.341063370462507, "lr": 0.02, "mask_rcnn/accuracy": 0.9169507917305362, "mask_rcnn/false_negative": 0.08165130759439174, "mask_rcnn/false_positive": 0.10701993198813212, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5750740629955544, "total_loss": 1.1817832294327673} {"data_time": 0.012447347500710748, "eta_seconds": 64170.249669088436, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.35701128936423054, "fast_rcnn/fg_cls_accuracy": 0.6138098250052708, "iteration": 156599, "loss_box_reg": 0.2310259989462793, "loss_cls": 0.20854906318709254, "loss_mask": 0.2560570016503334, "loss_rpn_cls": 0.051456796150887385, "loss_rpn_loc": 0.08424154814565554, "loss_sem_seg": 0.31222681957297027, "lr": 0.02, "mask_rcnn/accuracy": 0.8909176473008558, "mask_rcnn/false_negative": 0.08212993642109886, "mask_rcnn/false_positive": 0.09999677895830117, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5680920589948073, "total_loss": 1.1587062960315961} {"data_time": 0.012657633502385579, "eta_seconds": 64211.60947329588, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.3163947163947164, "fast_rcnn/fg_cls_accuracy": 0.6402162539239623, "iteration": 156619, "loss_box_reg": 0.22621654206886888, "loss_cls": 0.20734757790341973, "loss_mask": 0.24193145614117384, "loss_rpn_cls": 0.04374408212606795, "loss_rpn_loc": 0.07412540190853179, "loss_sem_seg": 0.3352529425173998, "lr": 0.02, "mask_rcnn/accuracy": 0.9020657976774998, "mask_rcnn/false_negative": 0.08122412917818378, "mask_rcnn/false_positive": 0.10789859122444043, "roi_head/num_bg_samples": 464.0, "roi_head/num_fg_samples": 48.0, "rpn/num_neg_anchors": 240.0, "rpn/num_pos_anchors": 16.0, "time": 0.5701942410014453, "total_loss": 1.1586924702569377} {"data_time": 0.012801804994523991, "eta_seconds": 64181.26006381977, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3156125498007968, "fast_rcnn/fg_cls_accuracy": 0.6719787516600265, "iteration": 156639, "loss_box_reg": 0.229737808695063, "loss_cls": 0.20893447322305292, "loss_mask": 0.24688454112038016, "loss_rpn_cls": 0.034844092500861734, "loss_rpn_loc": 0.07468449158477597, "loss_sem_seg": 0.3110850371886045, "lr": 0.02, "mask_rcnn/accuracy": 0.8975126619991062, "mask_rcnn/false_negative": 0.0904437431798073, "mask_rcnn/false_positive": 0.12517812103070777, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5729962319965125, "total_loss": 1.1372293138992973} {"data_time": 0.013173817496863194, "eta_seconds": 64152.590053844266, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.33229374584165006, "fast_rcnn/fg_cls_accuracy": 0.6173133185683428, "iteration": 156659, "loss_box_reg": 0.23157685075420886, "loss_cls": 0.21771195135079324, "loss_mask": 0.25311848893761635, "loss_rpn_cls": 0.04538036190206185, "loss_rpn_loc": 0.0813208157196641, "loss_sem_seg": 0.33730285288766026, "lr": 0.02, "mask_rcnn/accuracy": 0.8973306515297148, "mask_rcnn/false_negative": 0.08609399036700874, "mask_rcnn/false_positive": 0.12736712311173948, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.563794706009503, "total_loss": 1.1737610498676077} {"data_time": 0.011441822498454712, "eta_seconds": 64115.46714965043, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.35126275361756604, "fast_rcnn/fg_cls_accuracy": 0.5742011542792793, "iteration": 156679, "loss_box_reg": 0.2245578437577933, "loss_cls": 0.2208047288004309, "loss_mask": 0.252155389636755, "loss_rpn_cls": 0.04256701288977638, "loss_rpn_loc": 0.0711606988334097, "loss_sem_seg": 0.31209951220080256, "lr": 0.02, "mask_rcnn/accuracy": 0.879478181552317, "mask_rcnn/false_negative": 0.10741576736061687, "mask_rcnn/false_positive": 0.14944091269438253, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.5500254435028182, "total_loss": 1.15224887788645} {"data_time": 0.012205276994791348, "eta_seconds": 64102.91502734579, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.32575757575757575, "fast_rcnn/fg_cls_accuracy": 0.6241592920353982, "iteration": 156699, "loss_box_reg": 0.24293804913759232, "loss_cls": 0.21340170968323946, "loss_mask": 0.25203405134379864, "loss_rpn_cls": 0.03977033233968541, "loss_rpn_loc": 0.07337708602426574, "loss_sem_seg": 0.3258658405393362, "lr": 0.02, "mask_rcnn/accuracy": 0.8893464958814686, "mask_rcnn/false_negative": 0.10258442307574647, "mask_rcnn/false_positive": 0.09899080284660873, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5570534569997108, "total_loss": 1.1446911915263627} {"data_time": 0.01243084099405678, "eta_seconds": 64098.70342772085, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.2805091594827586, "fast_rcnn/fg_cls_accuracy": 0.7010155880963628, "iteration": 156719, "loss_box_reg": 0.24320564651861787, "loss_cls": 0.21395587525330484, "loss_mask": 0.26634304830804467, "loss_rpn_cls": 0.04111141826433595, "loss_rpn_loc": 0.0806756469537504, "loss_sem_seg": 0.3362138569355011, "lr": 0.02, "mask_rcnn/accuracy": 0.8847804670269366, "mask_rcnn/false_negative": 0.08335891291871456, "mask_rcnn/false_positive": 0.12460206844325653, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.5670268225003383, "total_loss": 1.1503239084704546} {"data_time": 0.012334514001850039, "eta_seconds": 64082.68797668155, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.2322599031062981, "fast_rcnn/fg_cls_accuracy": 0.764291821031633, "iteration": 156739, "loss_box_reg": 0.20058410079218447, "loss_cls": 0.19638008414767683, "loss_mask": 0.24583159293979406, "loss_rpn_cls": 0.02975364465964958, "loss_rpn_loc": 0.06999324544449337, "loss_sem_seg": 0.32559024821966887, "lr": 0.02, "mask_rcnn/accuracy": 0.8909753546204522, "mask_rcnn/false_negative": 0.10269721805556833, "mask_rcnn/false_positive": 0.1132358604289256, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5506933469951036, "total_loss": 1.071998535451712} {"data_time": 0.012700704995950218, "eta_seconds": 64083.91416522935, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.36623661148977604, "fast_rcnn/fg_cls_accuracy": 0.6199701553977566, "iteration": 156759, "loss_box_reg": 0.2413451517932117, "loss_cls": 0.2081113865133375, "loss_mask": 0.25587658770382404, "loss_rpn_cls": 0.04862034067627974, "loss_rpn_loc": 0.08343063096981496, "loss_sem_seg": 0.3197104502469301, "lr": 0.02, "mask_rcnn/accuracy": 0.8973694522989919, "mask_rcnn/false_negative": 0.08367917614600086, "mask_rcnn/false_positive": 0.1151454485289031, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5678953139940859, "total_loss": 1.1785440558451228} {"data_time": 0.012895117004518397, "eta_seconds": 64084.668376724236, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.32978723404255317, "fast_rcnn/fg_cls_accuracy": 0.6434335082116789, "iteration": 156779, "loss_box_reg": 0.2462153760716319, "loss_cls": 0.20172357908450067, "loss_mask": 0.25172184128314257, "loss_rpn_cls": 0.039441187895135954, "loss_rpn_loc": 0.08158411257318221, "loss_sem_seg": 0.26024666288867593, "lr": 0.02, "mask_rcnn/accuracy": 0.8908046701089871, "mask_rcnn/false_negative": 0.09793324987939897, "mask_rcnn/false_positive": 0.11296736036723656, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5664437559971702, "total_loss": 1.0903001439291984} {"data_time": 0.01323030349885812, "eta_seconds": 64063.80536638423, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.2894167923579688, "fast_rcnn/fg_cls_accuracy": 0.7015625, "iteration": 156799, "loss_box_reg": 0.215737592196092, "loss_cls": 0.19732671021483839, "loss_mask": 0.22835900029167533, "loss_rpn_cls": 0.03463305934565142, "loss_rpn_loc": 0.06225188233656809, "loss_sem_seg": 0.32093482557684183, "lr": 0.02, "mask_rcnn/accuracy": 0.9032287512198227, "mask_rcnn/false_negative": 0.07333435868662672, "mask_rcnn/false_positive": 0.10607935455632474, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 236.0, "rpn/num_pos_anchors": 20.0, "time": 0.5587864059998537, "total_loss": 1.0452565753403178} {"data_time": 0.012814329493266996, "eta_seconds": 64062.027817684226, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.287710770165578, "fast_rcnn/fg_cls_accuracy": 0.6324213557820115, "iteration": 156819, "loss_box_reg": 0.24695147934835404, "loss_cls": 0.22555431257933378, "loss_mask": 0.26051394501701, "loss_rpn_cls": 0.04303581011481583, "loss_rpn_loc": 0.07529770056135021, "loss_sem_seg": 0.30293098324909806, "lr": 0.02, "mask_rcnn/accuracy": 0.8831877492376261, "mask_rcnn/false_negative": 0.10299619100133198, "mask_rcnn/false_positive": 0.1430915444289057, "roi_head/num_bg_samples": 459.5, "roi_head/num_fg_samples": 52.5, "rpn/num_neg_anchors": 234.25, "rpn/num_pos_anchors": 21.75, "time": 0.5603726655099308, "total_loss": 1.1830563523399178} {"data_time": 0.012469793495256454, "eta_seconds": 64024.941344689796, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.30726033834586464, "fast_rcnn/fg_cls_accuracy": 0.6586345381526104, "iteration": 156839, "loss_box_reg": 0.24079926777631044, "loss_cls": 0.19779510842636228, "loss_mask": 0.25441156886518, "loss_rpn_cls": 0.04323186387773603, "loss_rpn_loc": 0.08038696084986441, "loss_sem_seg": 0.30447588954120874, "lr": 0.02, "mask_rcnn/accuracy": 0.8970512402474002, "mask_rcnn/false_negative": 0.08962431588299086, "mask_rcnn/false_positive": 0.13946287617859693, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5551151359977666, "total_loss": 1.1204658023780212} {"data_time": 0.013603057494037785, "eta_seconds": 64014.79238546125, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.31789860020484806, "fast_rcnn/fg_cls_accuracy": 0.6556084851036952, "iteration": 156859, "loss_box_reg": 0.23959879856556654, "loss_cls": 0.21878288453444839, "loss_mask": 0.2648921967484057, "loss_rpn_cls": 0.047631941677536815, "loss_rpn_loc": 0.07541869682609104, "loss_sem_seg": 0.30472124135121703, "lr": 0.02, "mask_rcnn/accuracy": 0.8826382727003845, "mask_rcnn/false_negative": 0.10210691727829453, "mask_rcnn/false_positive": 0.12540280804358028, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5654026624979451, "total_loss": 1.1187235076213256} {"data_time": 0.012354982005490456, "eta_seconds": 64014.89432191658, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3826228119706381, "fast_rcnn/fg_cls_accuracy": 0.5950534759358288, "iteration": 156879, "loss_box_reg": 0.24617905635386705, "loss_cls": 0.21808515209704638, "loss_mask": 0.25964543549343944, "loss_rpn_cls": 0.037946743017528206, "loss_rpn_loc": 0.0810163487913087, "loss_sem_seg": 0.3523339405655861, "lr": 0.02, "mask_rcnn/accuracy": 0.8842836578030739, "mask_rcnn/false_negative": 0.10944995800504116, "mask_rcnn/false_positive": 0.13280595397643946, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5587310455011902, "total_loss": 1.1626183629559819} {"data_time": 0.012823191995266825, "eta_seconds": 63989.759953644156, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3353478975482811, "fast_rcnn/fg_cls_accuracy": 0.6373635195889531, "iteration": 156899, "loss_box_reg": 0.23500721249729395, "loss_cls": 0.20703799603506923, "loss_mask": 0.2540840543806553, "loss_rpn_cls": 0.03850487223826349, "loss_rpn_loc": 0.07204542902763933, "loss_sem_seg": 0.3236617255024612, "lr": 0.02, "mask_rcnn/accuracy": 0.8835040386058499, "mask_rcnn/false_negative": 0.08099435811657583, "mask_rcnn/false_positive": 0.12657645579668803, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.5604809005089919, "total_loss": 1.1401803371118149} {"data_time": 0.013211562494689133, "eta_seconds": 63970.920996679975, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.34918971216641137, "fast_rcnn/fg_cls_accuracy": 0.5905142917302733, "iteration": 156919, "loss_box_reg": 0.21057866048067808, "loss_cls": 0.1948882812866941, "loss_mask": 0.24753554351627827, "loss_rpn_cls": 0.04053520574234426, "loss_rpn_loc": 0.0772980805777479, "loss_sem_seg": 0.29778664093464613, "lr": 0.02, "mask_rcnn/accuracy": 0.8891737707741325, "mask_rcnn/false_negative": 0.08270023029247371, "mask_rcnn/false_positive": 0.13165955735274532, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5678106179984752, "total_loss": 1.1288461392978206} {"data_time": 0.013150654500350356, "eta_seconds": 63902.52158611159, "fast_rcnn/cls_accuracy": 0.912109375, "fast_rcnn/false_negative": 0.35009986334489646, "fast_rcnn/fg_cls_accuracy": 0.6185825892857143, "iteration": 156939, "loss_box_reg": 0.23358377581462264, "loss_cls": 0.2186220451258123, "loss_mask": 0.257783486507833, "loss_rpn_cls": 0.051162375224521384, "loss_rpn_loc": 0.0832129466580227, "loss_sem_seg": 0.29327541403472424, "lr": 0.02, "mask_rcnn/accuracy": 0.8935064289039488, "mask_rcnn/false_negative": 0.09484835099411781, "mask_rcnn/false_positive": 0.11081476772345919, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.5483346280016121, "total_loss": 1.134975148626836} {"data_time": 0.01319557850365527, "eta_seconds": 63940.83883364933, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.24032155701290459, "fast_rcnn/fg_cls_accuracy": 0.7250821467688937, "iteration": 156959, "loss_box_reg": 0.23783443379215896, "loss_cls": 0.21567189833149314, "loss_mask": 0.24938715621829033, "loss_rpn_cls": 0.04155698837712407, "loss_rpn_loc": 0.0700248813664075, "loss_sem_seg": 0.34508004412055016, "lr": 0.02, "mask_rcnn/accuracy": 0.9102301732354015, "mask_rcnn/false_negative": 0.0966135371187661, "mask_rcnn/false_positive": 0.09747311171249134, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5690073714940809, "total_loss": 1.1833181706024334} {"data_time": 0.013014462507271674, "eta_seconds": 63936.97846646004, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.3139952153110048, "fast_rcnn/fg_cls_accuracy": 0.6212602212602212, "iteration": 156979, "loss_box_reg": 0.24249877594411373, "loss_cls": 0.2096615496557206, "loss_mask": 0.2466624090448022, "loss_rpn_cls": 0.044674409728031605, "loss_rpn_loc": 0.08411829982651398, "loss_sem_seg": 0.3168665021657944, "lr": 0.02, "mask_rcnn/accuracy": 0.8909589392437136, "mask_rcnn/false_negative": 0.0955427132024167, "mask_rcnn/false_positive": 0.12744857569293302, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.5610084364961949, "total_loss": 1.161890469986247} {"data_time": 0.013340605000848882, "eta_seconds": 63859.02036791944, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.33879492600422834, "fast_rcnn/fg_cls_accuracy": 0.6114130434782609, "iteration": 156999, "loss_box_reg": 0.21798454644158483, "loss_cls": 0.2077021189033985, "loss_mask": 0.2535391692072153, "loss_rpn_cls": 0.04258708009729162, "loss_rpn_loc": 0.0790937386918813, "loss_sem_seg": 0.31989454850554466, "lr": 0.02, "mask_rcnn/accuracy": 0.90878159003159, "mask_rcnn/false_negative": 0.08694865237585592, "mask_rcnn/false_positive": 0.11037513890617984, "roi_head/num_bg_samples": 461.0, "roi_head/num_fg_samples": 51.0, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5520227669912856, "total_loss": 1.0962763080315199} {"data_time": 0.011955495501752011, "eta_seconds": 63857.30527167169, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.32346153846153847, "fast_rcnn/fg_cls_accuracy": 0.62347614071752, "iteration": 157019, "loss_box_reg": 0.2165548347402364, "loss_cls": 0.20537647628225386, "loss_mask": 0.2471619425341487, "loss_rpn_cls": 0.03719793606433086, "loss_rpn_loc": 0.05995094918762334, "loss_sem_seg": 0.3125703502446413, "lr": 0.02, "mask_rcnn/accuracy": 0.8973517635231387, "mask_rcnn/false_negative": 0.0891870498059508, "mask_rcnn/false_positive": 0.11658429543921656, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5515113779911189, "total_loss": 1.0597060626896564} {"data_time": 0.012663088993576821, "eta_seconds": 63829.94209317096, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.39031755308786287, "fast_rcnn/fg_cls_accuracy": 0.5784547041091543, "iteration": 157039, "loss_box_reg": 0.23620370705612004, "loss_cls": 0.22154013626277447, "loss_mask": 0.23901103483512998, "loss_rpn_cls": 0.038244406336161774, "loss_rpn_loc": 0.07035372318932787, "loss_sem_seg": 0.32483781361952424, "lr": 0.02, "mask_rcnn/accuracy": 0.8953802502322239, "mask_rcnn/false_negative": 0.08842466799504167, "mask_rcnn/false_positive": 0.12486754926714311, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.5687047440005699, "total_loss": 1.1469621028518304} {"data_time": 0.012182841994217597, "eta_seconds": 63818.64085786087, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.3237045381396846, "fast_rcnn/fg_cls_accuracy": 0.6274441713858319, "iteration": 157059, "loss_box_reg": 0.22565477434545755, "loss_cls": 0.20277595007792115, "loss_mask": 0.2630709959194064, "loss_rpn_cls": 0.04304707911796868, "loss_rpn_loc": 0.07912605168530717, "loss_sem_seg": 0.30341739067807794, "lr": 0.02, "mask_rcnn/accuracy": 0.8844898928407029, "mask_rcnn/false_negative": 0.10150942413201469, "mask_rcnn/false_positive": 0.1281445724170243, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5621966479957337, "total_loss": 1.1606334075913765} {"data_time": 0.012970044488611165, "eta_seconds": 63821.32703412356, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.33382196162046907, "fast_rcnn/fg_cls_accuracy": 0.6160067287784678, "iteration": 157079, "loss_box_reg": 0.2397492938907817, "loss_cls": 0.20615481748245656, "loss_mask": 0.25431648548692465, "loss_rpn_cls": 0.041881797078531235, "loss_rpn_loc": 0.07579198537860066, "loss_sem_seg": 0.3324903124012053, "lr": 0.02, "mask_rcnn/accuracy": 0.8895809290978296, "mask_rcnn/false_negative": 0.11010075460151092, "mask_rcnn/false_positive": 0.10409731974951962, "roi_head/num_bg_samples": 457.5, "roi_head/num_fg_samples": 54.5, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.5553486040007556, "total_loss": 1.1901111690094694} {"data_time": 0.012683225999353454, "eta_seconds": 63810.02332143343, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.2682476763258611, "fast_rcnn/fg_cls_accuracy": 0.722316345893196, "iteration": 157099, "loss_box_reg": 0.2135364613495767, "loss_cls": 0.1890618831384927, "loss_mask": 0.24425799679011106, "loss_rpn_cls": 0.04268989124102518, "loss_rpn_loc": 0.06879459736228455, "loss_sem_seg": 0.311237002722919, "lr": 0.02, "mask_rcnn/accuracy": 0.891814928627263, "mask_rcnn/false_negative": 0.0984678047558167, "mask_rcnn/false_positive": 0.10593204447226308, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.562602797508589, "total_loss": 1.1102910120389424} {"data_time": 0.012063920999935362, "eta_seconds": 63784.73715193059, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.3924050632911392, "fast_rcnn/fg_cls_accuracy": 0.5904371044303798, "iteration": 157119, "loss_box_reg": 0.2197487757075578, "loss_cls": 0.21794279455207288, "loss_mask": 0.2577898921445012, "loss_rpn_cls": 0.039488787355367094, "loss_rpn_loc": 0.07468923742999323, "loss_sem_seg": 0.3546693492680788, "lr": 0.02, "mask_rcnn/accuracy": 0.8791347648315095, "mask_rcnn/false_negative": 0.10210705431491443, "mask_rcnn/false_positive": 0.12952768791267005, "roi_head/num_bg_samples": 426.25, "roi_head/num_fg_samples": 85.75, "rpn/num_neg_anchors": 200.25, "rpn/num_pos_anchors": 55.75, "time": 0.559866941497603, "total_loss": 1.1589493625142495} {"data_time": 0.012134298995079007, "eta_seconds": 63752.15738475745, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.3936063936063936, "fast_rcnn/fg_cls_accuracy": 0.535051045211473, "iteration": 157139, "loss_box_reg": 0.22683947626501322, "loss_cls": 0.2085959919495508, "loss_mask": 0.2563301590271294, "loss_rpn_cls": 0.03929103593691252, "loss_rpn_loc": 0.06574748724233359, "loss_sem_seg": 0.3081701183691621, "lr": 0.02, "mask_rcnn/accuracy": 0.8984157529765057, "mask_rcnn/false_negative": 0.08329049771795954, "mask_rcnn/false_positive": 0.12914477436697397, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5622838370036334, "total_loss": 1.1331514963530935} {"data_time": 0.012526261998573318, "eta_seconds": 63713.985708589025, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.28592471358428806, "fast_rcnn/fg_cls_accuracy": 0.6859405663022148, "iteration": 157159, "loss_box_reg": 0.2267204006202519, "loss_cls": 0.18992490763776004, "loss_mask": 0.24040937284007668, "loss_rpn_cls": 0.037583456258289516, "loss_rpn_loc": 0.07166368098114617, "loss_sem_seg": 0.312903456389904, "lr": 0.02, "mask_rcnn/accuracy": 0.8940778883135512, "mask_rcnn/false_negative": 0.08693436844756587, "mask_rcnn/false_positive": 0.12147420812488442, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5538729574982426, "total_loss": 1.058615088579245} {"data_time": 0.01165505799872335, "eta_seconds": 63741.44803655449, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3851161154116819, "fast_rcnn/fg_cls_accuracy": 0.49272283993941857, "iteration": 157179, "loss_box_reg": 0.22709951736032963, "loss_cls": 0.21005193004384637, "loss_mask": 0.24629554245620966, "loss_rpn_cls": 0.03683273372007534, "loss_rpn_loc": 0.06914931640494615, "loss_sem_seg": 0.32610988430678844, "lr": 0.02, "mask_rcnn/accuracy": 0.8876019509916643, "mask_rcnn/false_negative": 0.10624353970110113, "mask_rcnn/false_positive": 0.12042965705071629, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5758947569920565, "total_loss": 1.0889489723485895} {"data_time": 0.012847517500631511, "eta_seconds": 63730.14846501434, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.3043129709796376, "fast_rcnn/fg_cls_accuracy": 0.670995670995671, "iteration": 157199, "loss_box_reg": 0.2263312430586666, "loss_cls": 0.19550458923913538, "loss_mask": 0.2416121093556285, "loss_rpn_cls": 0.03871574404183775, "loss_rpn_loc": 0.08497645432362333, "loss_sem_seg": 0.292508065700531, "lr": 0.02, "mask_rcnn/accuracy": 0.8990974391093991, "mask_rcnn/false_negative": 0.0869249777132042, "mask_rcnn/false_positive": 0.1339638992267857, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.5599746355001116, "total_loss": 1.0939355641385191} {"data_time": 0.013099396499455906, "eta_seconds": 63737.80128909234, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.2542027843446283, "fast_rcnn/fg_cls_accuracy": 0.7224064860880781, "iteration": 157219, "loss_box_reg": 0.22259228443726897, "loss_cls": 0.19717135070823133, "loss_mask": 0.2535139280371368, "loss_rpn_cls": 0.03874253401590977, "loss_rpn_loc": 0.07609644869808108, "loss_sem_seg": 0.35256988694891334, "lr": 0.02, "mask_rcnn/accuracy": 0.8867195545730983, "mask_rcnn/false_negative": 0.09298956532400071, "mask_rcnn/false_positive": 0.12292905247191366, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5495601579896174, "total_loss": 1.136187476964551} {"data_time": 0.012114042001485359, "eta_seconds": 63700.16031891528, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.27785714285714286, "fast_rcnn/fg_cls_accuracy": 0.7017374517374517, "iteration": 157239, "loss_box_reg": 0.22647757083177567, "loss_cls": 0.20424692099913955, "loss_mask": 0.24234148301184177, "loss_rpn_cls": 0.037206311302725226, "loss_rpn_loc": 0.07377246368560009, "loss_sem_seg": 0.2822610451839864, "lr": 0.02, "mask_rcnn/accuracy": 0.8958864795918366, "mask_rcnn/false_negative": 0.08153511554222524, "mask_rcnn/false_positive": 0.11411824620087208, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5652987740031676, "total_loss": 1.0909983784367796} {"data_time": 0.014522099001624156, "eta_seconds": 63677.85295490679, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.2615823235923022, "fast_rcnn/fg_cls_accuracy": 0.6705991516436903, "iteration": 157259, "loss_box_reg": 0.22405940247699618, "loss_cls": 0.20456463971640915, "loss_mask": 0.2523789554834366, "loss_rpn_cls": 0.038805443298770115, "loss_rpn_loc": 0.0618567158235237, "loss_sem_seg": 0.3222643919289112, "lr": 0.02, "mask_rcnn/accuracy": 0.9028242331415325, "mask_rcnn/false_negative": 0.08527148115106711, "mask_rcnn/false_positive": 0.10616671250281196, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.5582726889988407, "total_loss": 1.0765833081240999} {"data_time": 0.01240188250085339, "eta_seconds": 63698.876574875576, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3252599890530925, "fast_rcnn/fg_cls_accuracy": 0.640483151254039, "iteration": 157279, "loss_box_reg": 0.23629554524086416, "loss_cls": 0.21378424298018217, "loss_mask": 0.2587247071787715, "loss_rpn_cls": 0.0435482730390504, "loss_rpn_loc": 0.08097404992440715, "loss_sem_seg": 0.30479490337893367, "lr": 0.02, "mask_rcnn/accuracy": 0.8973305393586006, "mask_rcnn/false_negative": 0.08832851047014116, "mask_rcnn/false_positive": 0.1112236184683064, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5705210715022986, "total_loss": 1.1459594414918683} {"data_time": 0.013450384998577647, "eta_seconds": 63698.136420151604, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3023391812865497, "fast_rcnn/fg_cls_accuracy": 0.6188505747126437, "iteration": 157299, "loss_box_reg": 0.2432998800650239, "loss_cls": 0.22039070446044207, "loss_mask": 0.24918188992887735, "loss_rpn_cls": 0.03815383210894652, "loss_rpn_loc": 0.07867946829355787, "loss_sem_seg": 0.3441627351567149, "lr": 0.02, "mask_rcnn/accuracy": 0.8812070354457573, "mask_rcnn/false_negative": 0.08407674843960111, "mask_rcnn/false_positive": 0.12729397110284318, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5714743830030784, "total_loss": 1.1865856853546575} {"data_time": 0.013317905999429058, "eta_seconds": 63752.804637865716, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.3219643694327239, "fast_rcnn/fg_cls_accuracy": 0.6367250892567349, "iteration": 157319, "loss_box_reg": 0.22866265615448356, "loss_cls": 0.21629330865107477, "loss_mask": 0.24930277094244957, "loss_rpn_cls": 0.04007392957282718, "loss_rpn_loc": 0.07019779161782935, "loss_sem_seg": 0.3109996598213911, "lr": 0.02, "mask_rcnn/accuracy": 0.8836291223446926, "mask_rcnn/false_negative": 0.0920414670056745, "mask_rcnn/false_positive": 0.1498856934959859, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.5834714914963115, "total_loss": 1.1167359457613202} {"data_time": 0.011698957503540441, "eta_seconds": 63732.16901751888, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.29663747105607574, "fast_rcnn/fg_cls_accuracy": 0.6495812218468469, "iteration": 157339, "loss_box_reg": 0.23660046141594648, "loss_cls": 0.206104283221066, "loss_mask": 0.24464182276278734, "loss_rpn_cls": 0.044358220940921456, "loss_rpn_loc": 0.07685073290485889, "loss_sem_seg": 0.32865971070714295, "lr": 0.02, "mask_rcnn/accuracy": 0.8912404268285583, "mask_rcnn/false_negative": 0.09724772811438537, "mask_rcnn/false_positive": 0.11850061122160378, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5606881464991602, "total_loss": 1.1514328074408695} {"data_time": 0.01240768950083293, "eta_seconds": 63743.263508234595, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.3012225659154515, "fast_rcnn/fg_cls_accuracy": 0.629531490015361, "iteration": 157359, "loss_box_reg": 0.19798364222515374, "loss_cls": 0.20043852855451405, "loss_mask": 0.2480533141642809, "loss_rpn_cls": 0.04981892684008926, "loss_rpn_loc": 0.07580145250540227, "loss_sem_seg": 0.3081003539264202, "lr": 0.02, "mask_rcnn/accuracy": 0.9008086786022256, "mask_rcnn/false_negative": 0.08698473906059992, "mask_rcnn/false_positive": 0.12525511775260073, "roi_head/num_bg_samples": 459.0, "roi_head/num_fg_samples": 53.0, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.569262933502614, "total_loss": 1.0620570446626516} {"data_time": 0.013940589502453804, "eta_seconds": 63725.25029557781, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.2804850662474736, "fast_rcnn/fg_cls_accuracy": 0.6747943595769683, "iteration": 157379, "loss_box_reg": 0.21215735818259418, "loss_cls": 0.1921662186505273, "loss_mask": 0.25362394098192453, "loss_rpn_cls": 0.04503837536321953, "loss_rpn_loc": 0.0724083581008017, "loss_sem_seg": 0.33412592904642224, "lr": 0.02, "mask_rcnn/accuracy": 0.8925806193557562, "mask_rcnn/false_negative": 0.08575359564798604, "mask_rcnn/false_positive": 0.1005809248651312, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5723855160031235, "total_loss": 1.113171383884037} {"data_time": 0.011927404506423045, "eta_seconds": 63707.542132465256, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.32630878438331856, "fast_rcnn/fg_cls_accuracy": 0.6291384396853147, "iteration": 157399, "loss_box_reg": 0.21580330352298915, "loss_cls": 0.19964994967449456, "loss_mask": 0.24472468718886375, "loss_rpn_cls": 0.03320952854119241, "loss_rpn_loc": 0.06279464575345628, "loss_sem_seg": 0.3244060673750937, "lr": 0.02, "mask_rcnn/accuracy": 0.8831415863712181, "mask_rcnn/false_negative": 0.09960614765455202, "mask_rcnn/false_positive": 0.11005255904256847, "roi_head/num_bg_samples": 458.5, "roi_head/num_fg_samples": 53.5, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5637141870029154, "total_loss": 1.0550117045931984} {"data_time": 0.013457258501148317, "eta_seconds": 63709.30965652435, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.4346334732587065, "fast_rcnn/fg_cls_accuracy": 0.5623157429245282, "iteration": 157419, "loss_box_reg": 0.2643992668017745, "loss_cls": 0.22938172984868288, "loss_mask": 0.2602170314639807, "loss_rpn_cls": 0.04534781549591571, "loss_rpn_loc": 0.08529644797090441, "loss_sem_seg": 0.3130536414682865, "lr": 0.02, "mask_rcnn/accuracy": 0.8825807214501342, "mask_rcnn/false_negative": 0.09197751505443078, "mask_rcnn/false_positive": 0.13259541486934145, "roi_head/num_bg_samples": 431.5, "roi_head/num_fg_samples": 80.5, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5769869185023708, "total_loss": 1.2166870966466377} {"data_time": 0.012145994500315282, "eta_seconds": 63643.69599379653, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.3173661800486618, "fast_rcnn/fg_cls_accuracy": 0.6576643318965517, "iteration": 157439, "loss_box_reg": 0.22238710848614573, "loss_cls": 0.21730594104155898, "loss_mask": 0.24879698175936937, "loss_rpn_cls": 0.04367940948577598, "loss_rpn_loc": 0.072455816087313, "loss_sem_seg": 0.31300595961511135, "lr": 0.02, "mask_rcnn/accuracy": 0.9071241643209007, "mask_rcnn/false_negative": 0.08648846947578195, "mask_rcnn/false_positive": 0.11894220999764865, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5665775570014375, "total_loss": 1.118956654885551} {"data_time": 0.011851684997964185, "eta_seconds": 63607.70508567166, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.4076510721247563, "fast_rcnn/fg_cls_accuracy": 0.5701388888888889, "iteration": 157459, "loss_box_reg": 0.19672172237187624, "loss_cls": 0.19294205447658896, "loss_mask": 0.25218418799340725, "loss_rpn_cls": 0.03712283243658021, "loss_rpn_loc": 0.0667875126528088, "loss_sem_seg": 0.315234140958637, "lr": 0.02, "mask_rcnn/accuracy": 0.9028417603172926, "mask_rcnn/false_negative": 0.08889393386349399, "mask_rcnn/false_positive": 0.11423060765798594, "roi_head/num_bg_samples": 457.5, "roi_head/num_fg_samples": 54.5, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5675043244991684, "total_loss": 1.0659209519217256} {"data_time": 0.012030961996060796, "eta_seconds": 63596.40116886167, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.38315431865756155, "fast_rcnn/fg_cls_accuracy": 0.5943507837917776, "iteration": 157479, "loss_box_reg": 0.23856613575480878, "loss_cls": 0.21398219466209412, "loss_mask": 0.24627784453332424, "loss_rpn_cls": 0.04434080884675495, "loss_rpn_loc": 0.08036117639858276, "loss_sem_seg": 0.31048798467963934, "lr": 0.02, "mask_rcnn/accuracy": 0.8949613008468693, "mask_rcnn/false_negative": 0.07746156763296863, "mask_rcnn/false_positive": 0.14756542831049313, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5599983275023988, "total_loss": 1.1473911300709005} {"data_time": 0.012246565995155834, "eta_seconds": 63585.09725205167, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.2834695425056871, "fast_rcnn/fg_cls_accuracy": 0.6515139505389981, "iteration": 157499, "loss_box_reg": 0.22667331038974226, "loss_cls": 0.21489501954056323, "loss_mask": 0.24820915050804615, "loss_rpn_cls": 0.04214890973526053, "loss_rpn_loc": 0.0706118531525135, "loss_sem_seg": 0.295216063503176, "lr": 0.02, "mask_rcnn/accuracy": 0.9001668351672466, "mask_rcnn/false_negative": 0.08562825270344264, "mask_rcnn/false_positive": 0.10707532508582401, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5728260774994851, "total_loss": 1.1162460338891833} {"data_time": 0.011643309495411813, "eta_seconds": 63631.57071948604, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.35074013157894735, "fast_rcnn/fg_cls_accuracy": 0.6288329519450802, "iteration": 157519, "loss_box_reg": 0.2394769792445004, "loss_cls": 0.21826248243451118, "loss_mask": 0.25543565582484007, "loss_rpn_cls": 0.04241507675033063, "loss_rpn_loc": 0.06817096995655447, "loss_sem_seg": 0.2944254078902304, "lr": 0.02, "mask_rcnn/accuracy": 0.8806510094187399, "mask_rcnn/false_negative": 0.11305384992857621, "mask_rcnn/false_positive": 0.13142422852728736, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5713905469965539, "total_loss": 1.0524816344041028} {"data_time": 0.012736687494907528, "eta_seconds": 63551.950022507626, "fast_rcnn/cls_accuracy": 0.958984375, "fast_rcnn/false_negative": 0.27044639947865756, "fast_rcnn/fg_cls_accuracy": 0.703030303030303, "iteration": 157539, "loss_box_reg": 0.21882862271741033, "loss_cls": 0.19534162036143243, "loss_mask": 0.25460792519152164, "loss_rpn_cls": 0.0436166652943939, "loss_rpn_loc": 0.0657427484402433, "loss_sem_seg": 0.2968101780861616, "lr": 0.02, "mask_rcnn/accuracy": 0.8864580149456096, "mask_rcnn/false_negative": 0.09959349993921533, "mask_rcnn/false_positive": 0.1191732575201351, "roi_head/num_bg_samples": 465.75, "roi_head/num_fg_samples": 46.25, "rpn/num_neg_anchors": 235.5, "rpn/num_pos_anchors": 20.5, "time": 0.5614798355018138, "total_loss": 1.0671397986297961} {"data_time": 0.012237728493346367, "eta_seconds": 63510.485120760204, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.29050933248971844, "fast_rcnn/fg_cls_accuracy": 0.6369455463397042, "iteration": 157559, "loss_box_reg": 0.19719381839968264, "loss_cls": 0.18824728904291987, "loss_mask": 0.25160961132496595, "loss_rpn_cls": 0.04336156038334593, "loss_rpn_loc": 0.06814119941554964, "loss_sem_seg": 0.3367719128727913, "lr": 0.02, "mask_rcnn/accuracy": 0.8940918116014879, "mask_rcnn/false_negative": 0.08072953367434083, "mask_rcnn/false_positive": 0.1308985003301399, "roi_head/num_bg_samples": 461.25, "roi_head/num_fg_samples": 50.75, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5627312194992555, "total_loss": 1.068310752074467} {"data_time": 0.012285101496672723, "eta_seconds": 63456.108491204126, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.23636448250186148, "fast_rcnn/fg_cls_accuracy": 0.6982788296041308, "iteration": 157579, "loss_box_reg": 0.22809281619265676, "loss_cls": 0.2098665083758533, "loss_mask": 0.25514614349231124, "loss_rpn_cls": 0.03812904790174798, "loss_rpn_loc": 0.07473828562069684, "loss_sem_seg": 0.3037742709275335, "lr": 0.02, "mask_rcnn/accuracy": 0.90691175257644, "mask_rcnn/false_negative": 0.07385323551616639, "mask_rcnn/false_positive": 0.09851825462971531, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5530657450071885, "total_loss": 1.1508991980081191} {"data_time": 0.01213436049874872, "eta_seconds": 63431.619722440904, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.3537306642402184, "fast_rcnn/fg_cls_accuracy": 0.6145878424339868, "iteration": 157599, "loss_box_reg": 0.23764945706352592, "loss_cls": 0.21278549078851938, "loss_mask": 0.24893446173518896, "loss_rpn_cls": 0.04225905952625908, "loss_rpn_loc": 0.08674297502147965, "loss_sem_seg": 0.3247385434806347, "lr": 0.02, "mask_rcnn/accuracy": 0.9000564794028911, "mask_rcnn/false_negative": 0.09167389697382891, "mask_rcnn/false_positive": 0.10549429510204306, "roi_head/num_bg_samples": 432.75, "roi_head/num_fg_samples": 79.25, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5674918040022021, "total_loss": 1.1575712727499194} {"data_time": 0.012669194496993441, "eta_seconds": 63403.37246154259, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.38827512473271564, "fast_rcnn/fg_cls_accuracy": 0.5277156350981854, "iteration": 157619, "loss_box_reg": 0.23840319109149277, "loss_cls": 0.22505779471248388, "loss_mask": 0.26404450461268425, "loss_rpn_cls": 0.04228213106398471, "loss_rpn_loc": 0.08659228350734338, "loss_sem_seg": 0.3302396622020751, "lr": 0.02, "mask_rcnn/accuracy": 0.8711113249647685, "mask_rcnn/false_negative": 0.10189541759876014, "mask_rcnn/false_positive": 0.125296829722343, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5637322075053817, "total_loss": 1.1541366659948835} {"data_time": 0.011838746497232933, "eta_seconds": 63382.881730823545, "fast_rcnn/cls_accuracy": 0.90966796875, "fast_rcnn/false_negative": 0.3923677392964276, "fast_rcnn/fg_cls_accuracy": 0.5646280633268271, "iteration": 157639, "loss_box_reg": 0.25141603080555797, "loss_cls": 0.21980963926762342, "loss_mask": 0.26229907013475895, "loss_rpn_cls": 0.045658742274099495, "loss_rpn_loc": 0.07429919473361224, "loss_sem_seg": 0.27553746197372675, "lr": 0.02, "mask_rcnn/accuracy": 0.872248123387286, "mask_rcnn/false_negative": 0.11005110900266055, "mask_rcnn/false_positive": 0.16487679723604007, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 205.75, "rpn/num_pos_anchors": 50.25, "time": 0.5615086184989195, "total_loss": 1.1629257359309122} {"data_time": 0.01185586550127482, "eta_seconds": 63378.40786872053, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.3312679597701149, "fast_rcnn/fg_cls_accuracy": 0.6146405123237542, "iteration": 157659, "loss_box_reg": 0.23080313438549638, "loss_cls": 0.19345878541935235, "loss_mask": 0.2500995574519038, "loss_rpn_cls": 0.04241091024596244, "loss_rpn_loc": 0.07532554666977376, "loss_sem_seg": 0.3113733157515526, "lr": 0.02, "mask_rcnn/accuracy": 0.8877392569517506, "mask_rcnn/false_negative": 0.08831496046958451, "mask_rcnn/false_positive": 0.13672943521455838, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.5667614234916982, "total_loss": 1.1279596119129565} {"data_time": 0.012745122498017736, "eta_seconds": 63412.810877406446, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.33641975308641975, "fast_rcnn/fg_cls_accuracy": 0.6476024827774367, "iteration": 157679, "loss_box_reg": 0.23441534023731947, "loss_cls": 0.21293186023831367, "loss_mask": 0.24523690715432167, "loss_rpn_cls": 0.043689525802619755, "loss_rpn_loc": 0.08159339928533882, "loss_sem_seg": 0.31007133750244975, "lr": 0.02, "mask_rcnn/accuracy": 0.9087124433106576, "mask_rcnn/false_negative": 0.07691953786265847, "mask_rcnn/false_positive": 0.09090541806468605, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5664570959925186, "total_loss": 1.1249087070173118} {"data_time": 0.013472856997395866, "eta_seconds": 63426.11816008142, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.29268541677300797, "fast_rcnn/fg_cls_accuracy": 0.6410679928848877, "iteration": 157699, "loss_box_reg": 0.24787044408731163, "loss_cls": 0.20406013820320368, "loss_mask": 0.2492280127480626, "loss_rpn_cls": 0.043633324617985636, "loss_rpn_loc": 0.07633006409741938, "loss_sem_seg": 0.3289587781764567, "lr": 0.02, "mask_rcnn/accuracy": 0.9079832846627184, "mask_rcnn/false_negative": 0.07862843628386922, "mask_rcnn/false_positive": 0.10531700734213933, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5679186505076359, "total_loss": 1.136120413793833} {"data_time": 0.01199256249674363, "eta_seconds": 63395.874499906655, "fast_rcnn/cls_accuracy": 0.9130859375, "fast_rcnn/false_negative": 0.33879781420765026, "fast_rcnn/fg_cls_accuracy": 0.6296521199363074, "iteration": 157719, "loss_box_reg": 0.22518914099782705, "loss_cls": 0.22173055377788842, "loss_mask": 0.26663929875940084, "loss_rpn_cls": 0.05096032103756443, "loss_rpn_loc": 0.08353526226710528, "loss_sem_seg": 0.329085111618042, "lr": 0.02, "mask_rcnn/accuracy": 0.8951012342876261, "mask_rcnn/false_negative": 0.09441360520935689, "mask_rcnn/false_positive": 0.13729564402156255, "roi_head/num_bg_samples": 430.0, "roi_head/num_fg_samples": 82.0, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.5597335620041122, "total_loss": 1.169139256242488} {"data_time": 0.012591983999300282, "eta_seconds": 63390.135916025334, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.38356341673856775, "fast_rcnn/fg_cls_accuracy": 0.6103439059158945, "iteration": 157739, "loss_box_reg": 0.22499383077956736, "loss_cls": 0.2148374740500003, "loss_mask": 0.24467352079227567, "loss_rpn_cls": 0.04436063111643307, "loss_rpn_loc": 0.07109378835593816, "loss_sem_seg": 0.3093281649053097, "lr": 0.02, "mask_rcnn/accuracy": 0.9026961328009464, "mask_rcnn/false_negative": 0.0740747146996902, "mask_rcnn/false_positive": 0.12134897819345641, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5652094734978164, "total_loss": 1.117602805941715} {"data_time": 0.012598158493347, "eta_seconds": 63385.34031061107, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.3145424836601307, "fast_rcnn/fg_cls_accuracy": 0.6545588235294117, "iteration": 157759, "loss_box_reg": 0.22677513817325234, "loss_cls": 0.1993104387074709, "loss_mask": 0.25035129114985466, "loss_rpn_cls": 0.03481348020432051, "loss_rpn_loc": 0.07522685103322146, "loss_sem_seg": 0.30025106109678745, "lr": 0.02, "mask_rcnn/accuracy": 0.8953743168873152, "mask_rcnn/false_negative": 0.09047643337278732, "mask_rcnn/false_positive": 0.11795266812068217, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5739357374914107, "total_loss": 1.0646852285717614} {"data_time": 0.012160746489826124, "eta_seconds": 63346.64171623978, "fast_rcnn/cls_accuracy": 0.90234375, "fast_rcnn/false_negative": 0.36336206896551726, "fast_rcnn/fg_cls_accuracy": 0.5870922646784715, "iteration": 157779, "loss_box_reg": 0.23104939935728908, "loss_cls": 0.22086847526952624, "loss_mask": 0.2594148786738515, "loss_rpn_cls": 0.04399051610380411, "loss_rpn_loc": 0.07130955596221611, "loss_sem_seg": 0.3348411852493882, "lr": 0.02, "mask_rcnn/accuracy": 0.8747181608578096, "mask_rcnn/false_negative": 0.09593232562599471, "mask_rcnn/false_positive": 0.1431426176181902, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.5534202950002509, "total_loss": 1.2104040042613633} {"data_time": 0.011774682003306225, "eta_seconds": 63345.06275100721, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.30618990384615385, "fast_rcnn/fg_cls_accuracy": 0.6542180533842858, "iteration": 157799, "loss_box_reg": 0.2249895385466516, "loss_cls": 0.2070462959818542, "loss_mask": 0.2513871528208256, "loss_rpn_cls": 0.04141860391973751, "loss_rpn_loc": 0.06400267541175708, "loss_sem_seg": 0.3440571799874306, "lr": 0.02, "mask_rcnn/accuracy": 0.8900439013324628, "mask_rcnn/false_negative": 0.10387937102710446, "mask_rcnn/false_positive": 0.10968908935744479, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5649182365013985, "total_loss": 1.140777218810399} {"data_time": 0.012190832996566314, "eta_seconds": 63333.771396607335, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.36179678530424797, "fast_rcnn/fg_cls_accuracy": 0.5916576511599951, "iteration": 157819, "loss_box_reg": 0.2177982022985816, "loss_cls": 0.20004414394497871, "loss_mask": 0.2476106360554695, "loss_rpn_cls": 0.04119398177135736, "loss_rpn_loc": 0.07725386437959969, "loss_sem_seg": 0.27918069204315543, "lr": 0.02, "mask_rcnn/accuracy": 0.8932108133760869, "mask_rcnn/false_negative": 0.08527166607307589, "mask_rcnn/false_positive": 0.13512810979987988, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5536728570077685, "total_loss": 1.1044643291388638} {"data_time": 0.01285686349729076, "eta_seconds": 63318.11243725023, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.3681720430107527, "fast_rcnn/fg_cls_accuracy": 0.5681590377547612, "iteration": 157839, "loss_box_reg": 0.23935032659210265, "loss_cls": 0.20515277329832315, "loss_mask": 0.2533875973895192, "loss_rpn_cls": 0.04109229287132621, "loss_rpn_loc": 0.07254014414502308, "loss_sem_seg": 0.3031124579720199, "lr": 0.02, "mask_rcnn/accuracy": 0.8959582166199813, "mask_rcnn/false_negative": 0.07605124956598953, "mask_rcnn/false_positive": 0.10992791405133778, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 236.0, "rpn/num_pos_anchors": 20.0, "time": 0.5558738519976032, "total_loss": 1.1165815363638103} {"data_time": 0.012558978000015486, "eta_seconds": 63316.827978856905, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.3385070089511907, "fast_rcnn/fg_cls_accuracy": 0.6448028673835126, "iteration": 157859, "loss_box_reg": 0.22455522511154413, "loss_cls": 0.2113746372051537, "loss_mask": 0.2562320865690708, "loss_rpn_cls": 0.04371521463326644, "loss_rpn_loc": 0.07862030809337739, "loss_sem_seg": 0.3423338227439672, "lr": 0.02, "mask_rcnn/accuracy": 0.8950925318635976, "mask_rcnn/false_negative": 0.10488872502860627, "mask_rcnn/false_positive": 0.116629179152235, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5694683465044363, "total_loss": 1.1390424880228238} {"data_time": 0.012420790997566655, "eta_seconds": 63305.53561870694, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.26634837962962965, "fast_rcnn/fg_cls_accuracy": 0.716729525862069, "iteration": 157879, "loss_box_reg": 0.24948831042274833, "loss_cls": 0.21937418123707175, "loss_mask": 0.2457318278029561, "loss_rpn_cls": 0.0398071607487509, "loss_rpn_loc": 0.0725273089192342, "loss_sem_seg": 0.32325143460184336, "lr": 0.02, "mask_rcnn/accuracy": 0.9109987394359389, "mask_rcnn/false_negative": 0.08341759223421455, "mask_rcnn/false_positive": 0.09642390047113039, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5654826655008947, "total_loss": 1.106626143315225} {"data_time": 0.013096283008053433, "eta_seconds": 63301.51485817511, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.35224681421864523, "fast_rcnn/fg_cls_accuracy": 0.5550986842105263, "iteration": 157899, "loss_box_reg": 0.23547505773603916, "loss_cls": 0.21153530990704894, "loss_mask": 0.25104317208752036, "loss_rpn_cls": 0.03866520200972445, "loss_rpn_loc": 0.0660109959426336, "loss_sem_seg": 0.3066111607477069, "lr": 0.02, "mask_rcnn/accuracy": 0.8882439775430699, "mask_rcnn/false_negative": 0.10543100004296, "mask_rcnn/false_positive": 0.12007555878445594, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.566822274500737, "total_loss": 1.1547015410469612} {"data_time": 0.012579997994180303, "eta_seconds": 63282.95089840701, "fast_rcnn/cls_accuracy": 0.91162109375, "fast_rcnn/false_negative": 0.3760245901639344, "fast_rcnn/fg_cls_accuracy": 0.552682611506141, "iteration": 157919, "loss_box_reg": 0.23340470530092716, "loss_cls": 0.20641611935570836, "loss_mask": 0.2558143539354205, "loss_rpn_cls": 0.04051101456570905, "loss_rpn_loc": 0.07324199291178957, "loss_sem_seg": 0.29840256460011005, "lr": 0.02, "mask_rcnn/accuracy": 0.8937680199613038, "mask_rcnn/false_negative": 0.08663617334384824, "mask_rcnn/false_positive": 0.12767180599387812, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5638614900017274, "total_loss": 1.1092091590981} {"data_time": 0.012428032998286653, "eta_seconds": 63277.202420125555, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.2978253182461103, "fast_rcnn/fg_cls_accuracy": 0.6827466598150052, "iteration": 157939, "loss_box_reg": 0.23673665104433894, "loss_cls": 0.21474451897665858, "loss_mask": 0.24996901210397482, "loss_rpn_cls": 0.039415884064510465, "loss_rpn_loc": 0.07884607053711079, "loss_sem_seg": 0.3029879638925195, "lr": 0.02, "mask_rcnn/accuracy": 0.894968072888177, "mask_rcnn/false_negative": 0.0805207341738912, "mask_rcnn/false_positive": 0.11037729939606214, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5596303835045546, "total_loss": 1.1147870027052704} {"data_time": 0.012177710006653797, "eta_seconds": 63265.90907053558, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3271144278606965, "fast_rcnn/fg_cls_accuracy": 0.5956443277827905, "iteration": 157959, "loss_box_reg": 0.23476191447116435, "loss_cls": 0.21777929947711527, "loss_mask": 0.24982839543372393, "loss_rpn_cls": 0.042738765354442876, "loss_rpn_loc": 0.07362112007831456, "loss_sem_seg": 0.31602495175320655, "lr": 0.02, "mask_rcnn/accuracy": 0.9005447182700813, "mask_rcnn/false_negative": 0.10246675152248097, "mask_rcnn/false_positive": 0.10335706813539225, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5681068664925988, "total_loss": 1.118873198662186} {"data_time": 0.012560963499709032, "eta_seconds": 63249.07381795712, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.3807419214606579, "fast_rcnn/fg_cls_accuracy": 0.547998271889401, "iteration": 157979, "loss_box_reg": 0.22541479812934995, "loss_cls": 0.19827050779713318, "loss_mask": 0.2636040607467294, "loss_rpn_cls": 0.04399913491215557, "loss_rpn_loc": 0.06952473893761635, "loss_sem_seg": 0.32810684898868203, "lr": 0.02, "mask_rcnn/accuracy": 0.8892503719009563, "mask_rcnn/false_negative": 0.0971620406157236, "mask_rcnn/false_positive": 0.11861251294593392, "roi_head/num_bg_samples": 458.75, "roi_head/num_fg_samples": 53.25, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5592644195057801, "total_loss": 1.1158670627046376} {"data_time": 0.013220743501733523, "eta_seconds": 63232.14920700848, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.3250758341759353, "fast_rcnn/fg_cls_accuracy": 0.6145371396895787, "iteration": 157999, "loss_box_reg": 0.21171405189670622, "loss_cls": 0.1900722193531692, "loss_mask": 0.25185124948620796, "loss_rpn_cls": 0.037542848687735386, "loss_rpn_loc": 0.07210183565621264, "loss_sem_seg": 0.27709051920101047, "lr": 0.02, "mask_rcnn/accuracy": 0.889929979168701, "mask_rcnn/false_negative": 0.09594174159471713, "mask_rcnn/false_positive": 0.11479347664673101, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 237.0, "rpn/num_pos_anchors": 19.0, "time": 0.5508261030045105, "total_loss": 1.0817254066932946} {"data_time": 0.012534066998341586, "eta_seconds": 63211.166234717624, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.31027771933515674, "fast_rcnn/fg_cls_accuracy": 0.6515409080938802, "iteration": 158019, "loss_box_reg": 0.2374668074771762, "loss_cls": 0.20617295382544398, "loss_mask": 0.2543217809870839, "loss_rpn_cls": 0.043577559845289215, "loss_rpn_loc": 0.0804775069700554, "loss_sem_seg": 0.3072515046223998, "lr": 0.02, "mask_rcnn/accuracy": 0.878112386921895, "mask_rcnn/false_negative": 0.098954663505361, "mask_rcnn/false_positive": 0.1357713366052392, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5485489430066082, "total_loss": 1.1353314604784828} {"data_time": 0.012025159499899019, "eta_seconds": 63203.33670905525, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3780670738240651, "fast_rcnn/fg_cls_accuracy": 0.6219329261759349, "iteration": 158039, "loss_box_reg": 0.21677750209346414, "loss_cls": 0.20593249902594835, "loss_mask": 0.24148079054430127, "loss_rpn_cls": 0.039574689104483696, "loss_rpn_loc": 0.07196080550784245, "loss_sem_seg": 0.3669190681539476, "lr": 0.02, "mask_rcnn/accuracy": 0.909323654325118, "mask_rcnn/false_negative": 0.08060760371819412, "mask_rcnn/false_positive": 0.10760062284542513, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5742798494975432, "total_loss": 1.1727132147643715} {"data_time": 0.012353155994787812, "eta_seconds": 63209.44232258569, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3933684210526316, "fast_rcnn/fg_cls_accuracy": 0.599023331524688, "iteration": 158059, "loss_box_reg": 0.2239166130311787, "loss_cls": 0.20281447377055883, "loss_mask": 0.2445409563370049, "loss_rpn_cls": 0.03850939724361524, "loss_rpn_loc": 0.085040861973539, "loss_sem_seg": 0.3304216982796788, "lr": 0.02, "mask_rcnn/accuracy": 0.8894547609709635, "mask_rcnn/false_negative": 0.09820642444339753, "mask_rcnn/false_positive": 0.10998789159047379, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5730514039969421, "total_loss": 1.104835163016105} {"data_time": 0.012387255002977327, "eta_seconds": 63198.14897299571, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.3795883361921098, "fast_rcnn/fg_cls_accuracy": 0.6062607204116638, "iteration": 158079, "loss_box_reg": 0.23142569372430444, "loss_cls": 0.2190589983947575, "loss_mask": 0.2608267078176141, "loss_rpn_cls": 0.03730114866630174, "loss_rpn_loc": 0.07055932993534952, "loss_sem_seg": 0.32795189041644335, "lr": 0.02, "mask_rcnn/accuracy": 0.8865223362072101, "mask_rcnn/false_negative": 0.091587333378733, "mask_rcnn/false_positive": 0.13721183261469816, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 0.558589000000211, "total_loss": 1.1738231366034597} {"data_time": 0.012865903496276587, "eta_seconds": 63194.248363409475, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.32600420715215866, "fast_rcnn/fg_cls_accuracy": 0.6192678510253022, "iteration": 158099, "loss_box_reg": 0.23921214090660214, "loss_cls": 0.20347695890814066, "loss_mask": 0.25908317836001515, "loss_rpn_cls": 0.048381602158769965, "loss_rpn_loc": 0.06606524053495377, "loss_sem_seg": 0.31584426295012236, "lr": 0.02, "mask_rcnn/accuracy": 0.8849885510601729, "mask_rcnn/false_negative": 0.0944902715489207, "mask_rcnn/false_positive": 0.13854287496857698, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 236.25, "rpn/num_pos_anchors": 19.75, "time": 0.5682309585026815, "total_loss": 1.1231249659322202} {"data_time": 0.012616469495696947, "eta_seconds": 63198.682482681485, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.313984037246425, "fast_rcnn/fg_cls_accuracy": 0.6418977551405396, "iteration": 158119, "loss_box_reg": 0.20295761385932565, "loss_cls": 0.21409186301752925, "loss_mask": 0.24502721661701798, "loss_rpn_cls": 0.034620245307451114, "loss_rpn_loc": 0.06920193691621535, "loss_sem_seg": 0.3085661353543401, "lr": 0.02, "mask_rcnn/accuracy": 0.8895109067200081, "mask_rcnn/false_negative": 0.10636007661132275, "mask_rcnn/false_positive": 0.1094396772775047, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5668941765034106, "total_loss": 1.143220399186248} {"data_time": 0.013328357999853324, "eta_seconds": 63196.57046637965, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.35576645942273644, "fast_rcnn/fg_cls_accuracy": 0.6442335405772635, "iteration": 158139, "loss_box_reg": 0.2330373185686767, "loss_cls": 0.2035370236262679, "loss_mask": 0.24689672933891416, "loss_rpn_cls": 0.046458779426757246, "loss_rpn_loc": 0.0789107111049816, "loss_sem_seg": 0.3201428488828242, "lr": 0.02, "mask_rcnn/accuracy": 0.9024255589515836, "mask_rcnn/false_negative": 0.08777106201703232, "mask_rcnn/false_positive": 0.12188090054917625, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5684220765033388, "total_loss": 1.1376563369412906} {"data_time": 0.012276959998416714, "eta_seconds": 63209.09224402616, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3547619047619048, "fast_rcnn/fg_cls_accuracy": 0.5731601731601732, "iteration": 158159, "loss_box_reg": 0.22883079340681434, "loss_cls": 0.21245519653894007, "loss_mask": 0.24918985972180963, "loss_rpn_cls": 0.049214249273063615, "loss_rpn_loc": 0.07097918295767158, "loss_sem_seg": 0.3074947753921151, "lr": 0.02, "mask_rcnn/accuracy": 0.8817812773257452, "mask_rcnn/false_negative": 0.08957379537077385, "mask_rcnn/false_positive": 0.11304201110168839, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5690899455003091, "total_loss": 1.1134788395720534} {"data_time": 0.012832211999921128, "eta_seconds": 63181.262778387, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.36690384966247036, "fast_rcnn/fg_cls_accuracy": 0.6326104525862069, "iteration": 158179, "loss_box_reg": 0.23882263852283359, "loss_cls": 0.20913281687535346, "loss_mask": 0.2623212831094861, "loss_rpn_cls": 0.04799872130388394, "loss_rpn_loc": 0.07990365981822833, "loss_sem_seg": 0.2812822514679283, "lr": 0.02, "mask_rcnn/accuracy": 0.8757306828324265, "mask_rcnn/false_negative": 0.11654204744055899, "mask_rcnn/false_positive": 0.13846714843602126, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.5644204280033591, "total_loss": 1.1596034427348059} {"data_time": 0.012790522996510845, "eta_seconds": 63176.745706407506, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.3798671552908841, "fast_rcnn/fg_cls_accuracy": 0.6041858932102835, "iteration": 158199, "loss_box_reg": 0.22471496555954218, "loss_cls": 0.20494738779962063, "loss_mask": 0.24873850215226412, "loss_rpn_cls": 0.04578421261976473, "loss_rpn_loc": 0.07955295548890717, "loss_sem_seg": 0.29782056948170066, "lr": 0.02, "mask_rcnn/accuracy": 0.889195524692582, "mask_rcnn/false_negative": 0.10921196064300909, "mask_rcnn/false_positive": 0.09810910961771312, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5623198620014591, "total_loss": 1.121668533072807} {"data_time": 0.012941405999299604, "eta_seconds": 63166.35586125257, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.42708333333333337, "fast_rcnn/fg_cls_accuracy": 0.5505050505050505, "iteration": 158219, "loss_box_reg": 0.23589143273420632, "loss_cls": 0.21908527938649058, "loss_mask": 0.2680587926879525, "loss_rpn_cls": 0.04332355334190652, "loss_rpn_loc": 0.07399258867371827, "loss_sem_seg": 0.29103739000856876, "lr": 0.02, "mask_rcnn/accuracy": 0.8776652631251176, "mask_rcnn/false_negative": 0.12256818140393227, "mask_rcnn/false_positive": 0.13317747936680202, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5548151740003959, "total_loss": 1.1745450756279752} {"data_time": 0.01252996850234922, "eta_seconds": 63157.457588553436, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.3511977761425885, "fast_rcnn/fg_cls_accuracy": 0.631667265971473, "iteration": 158239, "loss_box_reg": 0.2265080874785781, "loss_cls": 0.2042573345825076, "loss_mask": 0.23544193198904395, "loss_rpn_cls": 0.03924615297000855, "loss_rpn_loc": 0.0669528521830216, "loss_sem_seg": 0.2908141342923045, "lr": 0.02, "mask_rcnn/accuracy": 0.9010743233463598, "mask_rcnn/false_negative": 0.11422231197800486, "mask_rcnn/false_positive": 0.11580567639695732, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.5674820390049717, "total_loss": 1.0713067419128492} {"data_time": 0.013126257494150195, "eta_seconds": 63161.68433521593, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.28703703703703703, "fast_rcnn/fg_cls_accuracy": 0.65657255616272, "iteration": 158259, "loss_box_reg": 0.219648182624951, "loss_cls": 0.1967623010277748, "loss_mask": 0.25282825250178576, "loss_rpn_cls": 0.0373622329934733, "loss_rpn_loc": 0.0739022633060813, "loss_sem_seg": 0.3092083288356662, "lr": 0.02, "mask_rcnn/accuracy": 0.8979282856484456, "mask_rcnn/false_negative": 0.087825737939598, "mask_rcnn/false_positive": 0.11015265697696197, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.564879869496508, "total_loss": 1.1107991670287447} {"data_time": 0.012895260988443624, "eta_seconds": 63140.22069793337, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.31497902364607167, "fast_rcnn/fg_cls_accuracy": 0.6347338935574229, "iteration": 158279, "loss_box_reg": 0.2098543755710125, "loss_cls": 0.19145203079096973, "loss_mask": 0.24719176860526204, "loss_rpn_cls": 0.03983842273009941, "loss_rpn_loc": 0.07040647155372426, "loss_sem_seg": 0.30347347632050514, "lr": 0.02, "mask_rcnn/accuracy": 0.9021584677921513, "mask_rcnn/false_negative": 0.09340281314352972, "mask_rcnn/false_positive": 0.10650706703713513, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5665835200052243, "total_loss": 1.0692209641856607} {"data_time": 0.011789598996983841, "eta_seconds": 63145.77770514122, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.32854921992115926, "fast_rcnn/fg_cls_accuracy": 0.6517662486681419, "iteration": 158299, "loss_box_reg": 0.2377094984985888, "loss_cls": 0.2096800054423511, "loss_mask": 0.2598666241392493, "loss_rpn_cls": 0.04895529861096293, "loss_rpn_loc": 0.08117335464339703, "loss_sem_seg": 0.29417164996266365, "lr": 0.02, "mask_rcnn/accuracy": 0.8879612170955338, "mask_rcnn/false_negative": 0.09709014991425405, "mask_rcnn/false_positive": 0.10660486952322795, "roi_head/num_bg_samples": 431.5, "roi_head/num_fg_samples": 80.5, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5715651124992291, "total_loss": 1.1887829628249165} {"data_time": 0.013302412997290958, "eta_seconds": 63134.47148985127, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3349831842121962, "fast_rcnn/fg_cls_accuracy": 0.6225392058725392, "iteration": 158319, "loss_box_reg": 0.23545385617762804, "loss_cls": 0.21315233840141445, "loss_mask": 0.25099777709692717, "loss_rpn_cls": 0.0419827000296209, "loss_rpn_loc": 0.0810249789210502, "loss_sem_seg": 0.312213693279773, "lr": 0.02, "mask_rcnn/accuracy": 0.8886225400235934, "mask_rcnn/false_negative": 0.1160682761449503, "mask_rcnn/false_positive": 0.11487574823093537, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 199.5, "rpn/num_pos_anchors": 56.5, "time": 0.5700575384980766, "total_loss": 1.1571539934229804} {"data_time": 0.012884956995549146, "eta_seconds": 63127.13437724717, "fast_rcnn/cls_accuracy": 0.9580078125, "fast_rcnn/false_negative": 0.32634615384615384, "fast_rcnn/fg_cls_accuracy": 0.6419270833333333, "iteration": 158339, "loss_box_reg": 0.22658489644527435, "loss_cls": 0.20612379536032677, "loss_mask": 0.25468013249337673, "loss_rpn_cls": 0.04883973010873888, "loss_rpn_loc": 0.07640676875598729, "loss_sem_seg": 0.3372895661741495, "lr": 0.02, "mask_rcnn/accuracy": 0.9107397345957613, "mask_rcnn/false_negative": 0.0679522687998814, "mask_rcnn/false_positive": 0.10855576236157577, "roi_head/num_bg_samples": 468.0, "roi_head/num_fg_samples": 44.0, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5662052085026517, "total_loss": 1.190917251369683} {"data_time": 0.012398675506119616, "eta_seconds": 63111.859059271366, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.2826508620689655, "fast_rcnn/fg_cls_accuracy": 0.6728210697800706, "iteration": 158359, "loss_box_reg": 0.2238313821144402, "loss_cls": 0.2042637336999178, "loss_mask": 0.2524598455056548, "loss_rpn_cls": 0.04274712747428566, "loss_rpn_loc": 0.08323207264766097, "loss_sem_seg": 0.3282891367562115, "lr": 0.02, "mask_rcnn/accuracy": 0.9011300211566216, "mask_rcnn/false_negative": 0.09854541967241304, "mask_rcnn/false_positive": 0.12698736270633082, "roi_head/num_bg_samples": 431.5, "roi_head/num_fg_samples": 80.5, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.5683946355056833, "total_loss": 1.117197758081602} {"data_time": 0.013806804992782418, "eta_seconds": 63083.70471553263, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.2846298031865042, "fast_rcnn/fg_cls_accuracy": 0.6415820964596212, "iteration": 158379, "loss_box_reg": 0.23199919052422047, "loss_cls": 0.20996886293869466, "loss_mask": 0.23274260945618153, "loss_rpn_cls": 0.041669222904602066, "loss_rpn_loc": 0.07344370387727395, "loss_sem_seg": 0.33118192479014397, "lr": 0.02, "mask_rcnn/accuracy": 0.9044856157951396, "mask_rcnn/false_negative": 0.08296838352657102, "mask_rcnn/false_positive": 0.10638431754352441, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5711182279992499, "total_loss": 1.1416841194150038} {"data_time": 0.012603558505361434, "eta_seconds": 63093.213598616894, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.33706920706080135, "fast_rcnn/fg_cls_accuracy": 0.63507454475436, "iteration": 158399, "loss_box_reg": 0.22228537732735276, "loss_cls": 0.22989615774713457, "loss_mask": 0.2511298945173621, "loss_rpn_cls": 0.04023479083843995, "loss_rpn_loc": 0.065450565329229, "loss_sem_seg": 0.301200897898525, "lr": 0.02, "mask_rcnn/accuracy": 0.8825758941830371, "mask_rcnn/false_negative": 0.10231468610484346, "mask_rcnn/false_positive": 0.13516833735598852, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 0.568417178998061, "total_loss": 1.1069149480754277} {"data_time": 0.012667932496697176, "eta_seconds": 63083.761149108475, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.2864006405978914, "fast_rcnn/fg_cls_accuracy": 0.6218980617954748, "iteration": 158419, "loss_box_reg": 0.23979405802674592, "loss_cls": 0.2181793348863721, "loss_mask": 0.24978266283869743, "loss_rpn_cls": 0.04160178062738851, "loss_rpn_loc": 0.07276568832457997, "loss_sem_seg": 0.34222232690081, "lr": 0.02, "mask_rcnn/accuracy": 0.8946612988977369, "mask_rcnn/false_negative": 0.08842843652590726, "mask_rcnn/false_positive": 0.11709661091881386, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.568195216001186, "total_loss": 1.1663809614401544} {"data_time": 0.012658153005759232, "eta_seconds": 63072.4538904983, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.2817650186071239, "fast_rcnn/fg_cls_accuracy": 0.6468270285087719, "iteration": 158439, "loss_box_reg": 0.2546877460554242, "loss_cls": 0.2176579898223281, "loss_mask": 0.25878878589719534, "loss_rpn_cls": 0.046590079175075516, "loss_rpn_loc": 0.08785837236791849, "loss_sem_seg": 0.3146105478517711, "lr": 0.02, "mask_rcnn/accuracy": 0.8966770502931456, "mask_rcnn/false_negative": 0.09978247715231109, "mask_rcnn/false_positive": 0.11263621728007375, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5674148420002894, "total_loss": 1.1438358946179505} {"data_time": 0.01231606399960583, "eta_seconds": 63064.76139693924, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.23211896675928784, "fast_rcnn/fg_cls_accuracy": 0.7464895898180812, "iteration": 158459, "loss_box_reg": 0.2301558719482273, "loss_cls": 0.2246292857453227, "loss_mask": 0.24669930059462786, "loss_rpn_cls": 0.04039877840841655, "loss_rpn_loc": 0.08236871752887964, "loss_sem_seg": 0.3011326445848681, "lr": 0.02, "mask_rcnn/accuracy": 0.9029825594700215, "mask_rcnn/false_negative": 0.08484138864044768, "mask_rcnn/false_positive": 0.09985988649371022, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5680928669971763, "total_loss": 1.1275130696449196} {"data_time": 0.012184231498395093, "eta_seconds": 63049.839373277944, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.3090509399636143, "fast_rcnn/fg_cls_accuracy": 0.6789272030651341, "iteration": 158479, "loss_box_reg": 0.2279483093880117, "loss_cls": 0.20735355443321168, "loss_mask": 0.2504997681826353, "loss_rpn_cls": 0.04421245207777247, "loss_rpn_loc": 0.07038936889148317, "loss_sem_seg": 0.33334187557920814, "lr": 0.02, "mask_rcnn/accuracy": 0.8929697542000226, "mask_rcnn/false_negative": 0.07907254853546994, "mask_rcnn/false_positive": 0.13042826517500292, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5616604484966956, "total_loss": 1.1255397240202} {"data_time": 0.012767464002536144, "eta_seconds": 63036.97511433568, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3062226033924147, "fast_rcnn/fg_cls_accuracy": 0.6225462168858396, "iteration": 158499, "loss_box_reg": 0.25080188969150186, "loss_cls": 0.22314855665899813, "loss_mask": 0.2427408592775464, "loss_rpn_cls": 0.04353889593039639, "loss_rpn_loc": 0.0776622170524206, "loss_sem_seg": 0.3427041294053197, "lr": 0.02, "mask_rcnn/accuracy": 0.8852372318857104, "mask_rcnn/false_negative": 0.09480076454905799, "mask_rcnn/false_positive": 0.12952631913177828, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5866521914940677, "total_loss": 1.1682470314553939} {"data_time": 0.011958669005252887, "eta_seconds": 63014.71913956566, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3031115315883528, "fast_rcnn/fg_cls_accuracy": 0.6880440348182284, "iteration": 158519, "loss_box_reg": 0.2357413051649928, "loss_cls": 0.2126832779031247, "loss_mask": 0.25388123001903296, "loss_rpn_cls": 0.04853486130014062, "loss_rpn_loc": 0.08425788808381185, "loss_sem_seg": 0.31016990169882774, "lr": 0.02, "mask_rcnn/accuracy": 0.8865431848069931, "mask_rcnn/false_negative": 0.08827008276173282, "mask_rcnn/false_positive": 0.1259651008306361, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5623667814943474, "total_loss": 1.1591878434992395} {"data_time": 0.011689523998938967, "eta_seconds": 63018.865016428375, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.34406504065040655, "fast_rcnn/fg_cls_accuracy": 0.5992720525264059, "iteration": 158539, "loss_box_reg": 0.22783780470490456, "loss_cls": 0.2143372092396021, "loss_mask": 0.25366329960525036, "loss_rpn_cls": 0.041664532938739285, "loss_rpn_loc": 0.0658404981950298, "loss_sem_seg": 0.3166233985684812, "lr": 0.02, "mask_rcnn/accuracy": 0.895915386570653, "mask_rcnn/false_negative": 0.10087642020173349, "mask_rcnn/false_positive": 0.10946254911257934, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5735444710007869, "total_loss": 1.1372393762067077} {"data_time": 0.013198585496866144, "eta_seconds": 63025.032960052005, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.3955351420636616, "fast_rcnn/fg_cls_accuracy": 0.5485276442307692, "iteration": 158559, "loss_box_reg": 0.24068707646802068, "loss_cls": 0.2167352675460279, "loss_mask": 0.26472149416804314, "loss_rpn_cls": 0.04200171543925535, "loss_rpn_loc": 0.07923119740735274, "loss_sem_seg": 0.31617350596934557, "lr": 0.02, "mask_rcnn/accuracy": 0.875066897388326, "mask_rcnn/false_negative": 0.09801094088725464, "mask_rcnn/false_positive": 0.16496576013301278, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5704957560010371, "total_loss": 1.1760503928962862} {"data_time": 0.012239871997735463, "eta_seconds": 63080.19346466773, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.35731523378582203, "fast_rcnn/fg_cls_accuracy": 0.6, "iteration": 158579, "loss_box_reg": 0.25033022137358785, "loss_cls": 0.22429708647541702, "loss_mask": 0.2555268928408623, "loss_rpn_cls": 0.04360602571978234, "loss_rpn_loc": 0.0851325390394777, "loss_sem_seg": 0.282690581982024, "lr": 0.02, "mask_rcnn/accuracy": 0.8952739012687992, "mask_rcnn/false_negative": 0.08077792857909608, "mask_rcnn/false_positive": 0.13901835483477198, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5786009994990309, "total_loss": 1.1714287198556121} {"data_time": 0.012655531005293597, "eta_seconds": 63050.69715177171, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.31232182451694646, "fast_rcnn/fg_cls_accuracy": 0.632209405501331, "iteration": 158599, "loss_box_reg": 0.22647297754883766, "loss_cls": 0.20978358946740627, "loss_mask": 0.24184151832014322, "loss_rpn_cls": 0.039607845537830144, "loss_rpn_loc": 0.07089360617101192, "loss_sem_seg": 0.29554002080112696, "lr": 0.02, "mask_rcnn/accuracy": 0.8819508150384979, "mask_rcnn/false_negative": 0.08096236642915344, "mask_rcnn/false_positive": 0.11635108718297824, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5646671904978575, "total_loss": 1.1340006890241057} {"data_time": 0.013560289502493106, "eta_seconds": 63048.09301042751, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.3857405140758874, "fast_rcnn/fg_cls_accuracy": 0.5412081339712919, "iteration": 158619, "loss_box_reg": 0.22988784546032548, "loss_cls": 0.21359235886484385, "loss_mask": 0.25664128828793764, "loss_rpn_cls": 0.04071040515555069, "loss_rpn_loc": 0.07341102429199964, "loss_sem_seg": 0.3288291385397315, "lr": 0.02, "mask_rcnn/accuracy": 0.8783953332063921, "mask_rcnn/false_negative": 0.10737204684486576, "mask_rcnn/false_positive": 0.1418205038407503, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5650706520027597, "total_loss": 1.1374967292649671} {"data_time": 0.012657793507969473, "eta_seconds": 63036.771852777565, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.31020255063765945, "fast_rcnn/fg_cls_accuracy": 0.6564285714285715, "iteration": 158639, "loss_box_reg": 0.22620752593502402, "loss_cls": 0.20656991750001907, "loss_mask": 0.2502113776281476, "loss_rpn_cls": 0.04806980164721608, "loss_rpn_loc": 0.07973731018137187, "loss_sem_seg": 0.30395866790786386, "lr": 0.02, "mask_rcnn/accuracy": 0.9031703650359666, "mask_rcnn/false_negative": 0.10068719855143929, "mask_rcnn/false_positive": 0.1046355701045874, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5571599609975237, "total_loss": 1.100592301983852} {"data_time": 0.012507975996413734, "eta_seconds": 63034.90204314779, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.31259058714141164, "fast_rcnn/fg_cls_accuracy": 0.62115978169777, "iteration": 158659, "loss_box_reg": 0.2372730695642531, "loss_cls": 0.21953287860378623, "loss_mask": 0.2582740685902536, "loss_rpn_cls": 0.04408274817978963, "loss_rpn_loc": 0.07655689265811816, "loss_sem_seg": 0.3209711224772036, "lr": 0.02, "mask_rcnn/accuracy": 0.8870718899261832, "mask_rcnn/false_negative": 0.08023959523933899, "mask_rcnn/false_positive": 0.1472081325207078, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.5698195089935325, "total_loss": 1.1267891825118568} {"data_time": 0.012663760004215874, "eta_seconds": 63014.129537477675, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.36178527354997947, "fast_rcnn/fg_cls_accuracy": 0.6189385775862069, "iteration": 158679, "loss_box_reg": 0.24862975836731493, "loss_cls": 0.2291278806515038, "loss_mask": 0.28083304688334465, "loss_rpn_cls": 0.044342366978526115, "loss_rpn_loc": 0.08394062321167439, "loss_sem_seg": 0.32953315135091543, "lr": 0.02, "mask_rcnn/accuracy": 0.8774867698476039, "mask_rcnn/false_negative": 0.10970228731412185, "mask_rcnn/false_positive": 0.13477881523159901, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5623272590019042, "total_loss": 1.2387411327072186} {"data_time": 0.012518980998720508, "eta_seconds": 62986.315129646726, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.27589285714285716, "fast_rcnn/fg_cls_accuracy": 0.7241071428571428, "iteration": 158699, "loss_box_reg": 0.23347124457359314, "loss_cls": 0.20828929520212114, "loss_mask": 0.2616459606215358, "loss_rpn_cls": 0.044688812980894, "loss_rpn_loc": 0.07819051778642461, "loss_sem_seg": 0.29036851646378636, "lr": 0.02, "mask_rcnn/accuracy": 0.8932717712466954, "mask_rcnn/false_negative": 0.09418363504763147, "mask_rcnn/false_positive": 0.12360978496160407, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5640363339989563, "total_loss": 1.165794455431751} {"data_time": 0.011343484002281912, "eta_seconds": 62980.004025355105, "fast_rcnn/cls_accuracy": 0.90283203125, "fast_rcnn/false_negative": 0.3503952477810651, "fast_rcnn/fg_cls_accuracy": 0.591796875, "iteration": 158719, "loss_box_reg": 0.22192168794572353, "loss_cls": 0.19365665852092206, "loss_mask": 0.2428311761468649, "loss_rpn_cls": 0.04058249286026694, "loss_rpn_loc": 0.07711247037514113, "loss_sem_seg": 0.31721377838402987, "lr": 0.02, "mask_rcnn/accuracy": 0.9049791163675291, "mask_rcnn/false_negative": 0.09241593946565042, "mask_rcnn/false_positive": 0.10666984789010384, "roi_head/num_bg_samples": 427.25, "roi_head/num_fg_samples": 84.75, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.5637151025002822, "total_loss": 1.0980567151564173} {"data_time": 0.01237972950184485, "eta_seconds": 62963.678741786905, "fast_rcnn/cls_accuracy": 0.90869140625, "fast_rcnn/false_negative": 0.3939205955334988, "fast_rcnn/fg_cls_accuracy": 0.6038169610275872, "iteration": 158739, "loss_box_reg": 0.23440854670479894, "loss_cls": 0.21046559792011976, "loss_mask": 0.2554253675043583, "loss_rpn_cls": 0.03771778050577268, "loss_rpn_loc": 0.07830161351012066, "loss_sem_seg": 0.28971506375819445, "lr": 0.02, "mask_rcnn/accuracy": 0.8785358193819783, "mask_rcnn/false_negative": 0.09605935689196025, "mask_rcnn/false_positive": 0.146654678430838, "roi_head/num_bg_samples": 431.25, "roi_head/num_fg_samples": 80.75, "rpn/num_neg_anchors": 205.25, "rpn/num_pos_anchors": 50.75, "time": 0.5576796085006208, "total_loss": 1.0839221948408522} {"data_time": 0.012433487994712777, "eta_seconds": 62917.38793549975, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.3519253767041378, "fast_rcnn/fg_cls_accuracy": 0.6346235124012902, "iteration": 158759, "loss_box_reg": 0.24786387849599123, "loss_cls": 0.22865158831700683, "loss_mask": 0.2512718425132334, "loss_rpn_cls": 0.04289966434589587, "loss_rpn_loc": 0.07141182571649551, "loss_sem_seg": 0.29012297792360187, "lr": 0.02, "mask_rcnn/accuracy": 0.8857326338273405, "mask_rcnn/false_negative": 0.09545296101785922, "mask_rcnn/false_positive": 0.13912756318159858, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5693648579981527, "total_loss": 1.1601276138389949} {"data_time": 0.012888495504739694, "eta_seconds": 62971.08420343352, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.38999082779179084, "fast_rcnn/fg_cls_accuracy": 0.5836734693877551, "iteration": 158779, "loss_box_reg": 0.2227745825657621, "loss_cls": 0.21354610612615943, "loss_mask": 0.2523355493322015, "loss_rpn_cls": 0.042824915959499776, "loss_rpn_loc": 0.0805813052575104, "loss_sem_seg": 0.331350676715374, "lr": 0.02, "mask_rcnn/accuracy": 0.9054928989139515, "mask_rcnn/false_negative": 0.10110868137331627, "mask_rcnn/false_positive": 0.09544854311246724, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5781588160025422, "total_loss": 1.1514783896273002} {"data_time": 0.014289514001575299, "eta_seconds": 62971.919602032955, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.36260600130463144, "fast_rcnn/fg_cls_accuracy": 0.5992753623188405, "iteration": 158799, "loss_box_reg": 0.24115584255196154, "loss_cls": 0.2263427043799311, "loss_mask": 0.26216068025678396, "loss_rpn_cls": 0.04563351080287248, "loss_rpn_loc": 0.08182744146324694, "loss_sem_seg": 0.33525998098775744, "lr": 0.02, "mask_rcnn/accuracy": 0.885737661598504, "mask_rcnn/false_negative": 0.0929663981474505, "mask_rcnn/false_positive": 0.14227600703291754, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5763520164982765, "total_loss": 1.2507829840760678} {"data_time": 0.013088377003441565, "eta_seconds": 63045.51775817756, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.33590548155737704, "fast_rcnn/fg_cls_accuracy": 0.6402727971311475, "iteration": 158819, "loss_box_reg": 0.2034176425077021, "loss_cls": 0.19405638240277767, "loss_mask": 0.25114516261965036, "loss_rpn_cls": 0.03173929010517895, "loss_rpn_loc": 0.06494530930649489, "loss_sem_seg": 0.3104669963940978, "lr": 0.02, "mask_rcnn/accuracy": 0.8844922348322217, "mask_rcnn/false_negative": 0.09481938257577961, "mask_rcnn/false_positive": 0.15143000357321723, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5753455985031906, "total_loss": 1.0506534367523273} {"data_time": 0.01285082600224996, "eta_seconds": 63071.38328591733, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.32762850467289717, "fast_rcnn/fg_cls_accuracy": 0.6292358283745694, "iteration": 158839, "loss_box_reg": 0.22950005903840065, "loss_cls": 0.21207451610825956, "loss_mask": 0.2555864071473479, "loss_rpn_cls": 0.043940047471551225, "loss_rpn_loc": 0.0727316877892008, "loss_sem_seg": 0.30421626567840576, "lr": 0.02, "mask_rcnn/accuracy": 0.902189368171511, "mask_rcnn/false_negative": 0.08851528591384805, "mask_rcnn/false_positive": 0.10979572375815233, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5649649045008118, "total_loss": 1.1247661988891196} {"data_time": 0.01209835250483593, "eta_seconds": 63045.22054795594, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.33317089018843404, "fast_rcnn/fg_cls_accuracy": 0.6063398788232718, "iteration": 158859, "loss_box_reg": 0.2398218137677759, "loss_cls": 0.22591341566294432, "loss_mask": 0.25772632472217083, "loss_rpn_cls": 0.04116474269540049, "loss_rpn_loc": 0.08189277644851245, "loss_sem_seg": 0.3167519010603428, "lr": 0.02, "mask_rcnn/accuracy": 0.8926329162617428, "mask_rcnn/false_negative": 0.08857476944032912, "mask_rcnn/false_positive": 0.13436355351422838, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 236.75, "rpn/num_pos_anchors": 19.25, "time": 0.5649822189952829, "total_loss": 1.1879694582312368} {"data_time": 0.012371713492029812, "eta_seconds": 63054.71892611821, "fast_rcnn/cls_accuracy": 0.9560546875, "fast_rcnn/false_negative": 0.3109233810240964, "fast_rcnn/fg_cls_accuracy": 0.6812113318137414, "iteration": 158879, "loss_box_reg": 0.23503725277259946, "loss_cls": 0.2279795645736158, "loss_mask": 0.2519077891483903, "loss_rpn_cls": 0.03829543470055796, "loss_rpn_loc": 0.06803448457503691, "loss_sem_seg": 0.32338685682043433, "lr": 0.02, "mask_rcnn/accuracy": 0.902325060881559, "mask_rcnn/false_negative": 0.08022629670657161, "mask_rcnn/false_positive": 0.11640762887716447, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5757119534973754, "total_loss": 1.1486939229944255} {"data_time": 0.01285704949987121, "eta_seconds": 63024.029957741564, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.3234026369168357, "fast_rcnn/fg_cls_accuracy": 0.6356509245377311, "iteration": 158899, "loss_box_reg": 0.23042324697598815, "loss_cls": 0.1936534158885479, "loss_mask": 0.25008783722296357, "loss_rpn_cls": 0.041107454570010304, "loss_rpn_loc": 0.07481733668828383, "loss_sem_seg": 0.28986342111602426, "lr": 0.02, "mask_rcnn/accuracy": 0.8865274545490711, "mask_rcnn/false_negative": 0.10255916926143481, "mask_rcnn/false_positive": 0.12685527440084748, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5631973765048315, "total_loss": 1.0626656089443713} {"data_time": 0.012145284992584493, "eta_seconds": 63012.68459992161, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.38362822193097423, "fast_rcnn/fg_cls_accuracy": 0.5839140534262486, "iteration": 158919, "loss_box_reg": 0.21222172491252422, "loss_cls": 0.19220144161954522, "loss_mask": 0.24908703938126564, "loss_rpn_cls": 0.03685443475842476, "loss_rpn_loc": 0.0731038698577322, "loss_sem_seg": 0.3089762097224593, "lr": 0.02, "mask_rcnn/accuracy": 0.9055895657633746, "mask_rcnn/false_negative": 0.09684663652132766, "mask_rcnn/false_positive": 0.11457958767179122, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5535612185049104, "total_loss": 1.099910347344121} {"data_time": 0.012941822998982389, "eta_seconds": 63001.339242101654, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3331564986737401, "fast_rcnn/fg_cls_accuracy": 0.6301178660049628, "iteration": 158939, "loss_box_reg": 0.21667835675179958, "loss_cls": 0.20273904222995043, "loss_mask": 0.24984639137983322, "loss_rpn_cls": 0.04394290887285024, "loss_rpn_loc": 0.08400347118731588, "loss_sem_seg": 0.2929287124425173, "lr": 0.02, "mask_rcnn/accuracy": 0.8944703688486849, "mask_rcnn/false_negative": 0.0861378692965061, "mask_rcnn/false_positive": 0.11551176512401595, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5576441739976872, "total_loss": 1.0766454857075587} {"data_time": 0.012644967995584011, "eta_seconds": 62971.38907594663, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3567119155354449, "fast_rcnn/fg_cls_accuracy": 0.620789632117621, "iteration": 158959, "loss_box_reg": 0.2224715668708086, "loss_cls": 0.2164730892982334, "loss_mask": 0.24023466045036912, "loss_rpn_cls": 0.04022392997285351, "loss_rpn_loc": 0.0754295849474147, "loss_sem_seg": 0.336890509352088, "lr": 0.02, "mask_rcnn/accuracy": 0.8872485722684136, "mask_rcnn/false_negative": 0.10151373860501568, "mask_rcnn/false_positive": 0.11321411094790028, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.5666924550023396, "total_loss": 1.1081151313555893} {"data_time": 0.013165695490897633, "eta_seconds": 63011.380903909834, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.3520693419790254, "fast_rcnn/fg_cls_accuracy": 0.5972259562507638, "iteration": 158979, "loss_box_reg": 0.23767988430336118, "loss_cls": 0.22357822896447033, "loss_mask": 0.2640681457705796, "loss_rpn_cls": 0.05226778396172449, "loss_rpn_loc": 0.06903078535106033, "loss_sem_seg": 0.330801117233932, "lr": 0.02, "mask_rcnn/accuracy": 0.8794572018138517, "mask_rcnn/false_negative": 0.10555508716720599, "mask_rcnn/false_positive": 0.14767717515446474, "roi_head/num_bg_samples": 429.0, "roi_head/num_fg_samples": 83.0, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.5686969835078344, "total_loss": 1.175226199440658} {"data_time": 0.013189224002417177, "eta_seconds": 63027.84355887003, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.3128738038277512, "fast_rcnn/fg_cls_accuracy": 0.6320116054158607, "iteration": 158999, "loss_box_reg": 0.2340300241485238, "loss_cls": 0.20306224579690024, "loss_mask": 0.24811852164566517, "loss_rpn_cls": 0.03887612323160283, "loss_rpn_loc": 0.07340959424618632, "loss_sem_seg": 0.3001740309409797, "lr": 0.02, "mask_rcnn/accuracy": 0.8896660524463869, "mask_rcnn/false_negative": 0.07856182322544052, "mask_rcnn/false_positive": 0.12206971456676931, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5632965770055307, "total_loss": 1.06621181598166} {"data_time": 0.013291320501593873, "eta_seconds": 63031.83352319681, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.2925276681371411, "fast_rcnn/fg_cls_accuracy": 0.6309737454303755, "iteration": 159019, "loss_box_reg": 0.20964821567758918, "loss_cls": 0.20156418019905686, "loss_mask": 0.23187689017504454, "loss_rpn_cls": 0.04252931775408797, "loss_rpn_loc": 0.07962750075967051, "loss_sem_seg": 0.3299011583440006, "lr": 0.02, "mask_rcnn/accuracy": 0.8975255102040817, "mask_rcnn/false_negative": 0.08014648711661429, "mask_rcnn/false_positive": 0.11108158367103457, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.5561808810016373, "total_loss": 1.0989600307657383} {"data_time": 0.012495404502260499, "eta_seconds": 63010.201167961284, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.31360946745562135, "fast_rcnn/fg_cls_accuracy": 0.6677397492375465, "iteration": 159039, "loss_box_reg": 0.23707073053810745, "loss_cls": 0.20361585193313658, "loss_mask": 0.23842400265857577, "loss_rpn_cls": 0.049011263086867984, "loss_rpn_loc": 0.07953576790168881, "loss_sem_seg": 0.3240556684322655, "lr": 0.02, "mask_rcnn/accuracy": 0.8912882600383215, "mask_rcnn/false_negative": 0.08492167911304874, "mask_rcnn/false_positive": 0.11976093110376732, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5734339315022225, "total_loss": 1.1372818433737848} {"data_time": 0.013982117008708883, "eta_seconds": 62972.97997967671, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.32870071105365223, "fast_rcnn/fg_cls_accuracy": 0.6485940530058176, "iteration": 159059, "loss_box_reg": 0.21627209591679275, "loss_cls": 0.1950872433371842, "loss_mask": 0.2518974249251187, "loss_rpn_cls": 0.0471428832388483, "loss_rpn_loc": 0.08253073925152421, "loss_sem_seg": 0.32578995171934366, "lr": 0.02, "mask_rcnn/accuracy": 0.8908206050027287, "mask_rcnn/false_negative": 0.09989599783385694, "mask_rcnn/false_positive": 0.11568900315034576, "roi_head/num_bg_samples": 428.25, "roi_head/num_fg_samples": 83.75, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.5571760800012271, "total_loss": 1.1193820912594674} {"data_time": 0.012244184501469135, "eta_seconds": 62965.83774637252, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.35294117647058826, "fast_rcnn/fg_cls_accuracy": 0.604968303110718, "iteration": 159079, "loss_box_reg": 0.24328053975477815, "loss_cls": 0.21124222502112389, "loss_mask": 0.261627403087914, "loss_rpn_cls": 0.05452460402739234, "loss_rpn_loc": 0.09621032536961138, "loss_sem_seg": 0.32325228676199913, "lr": 0.02, "mask_rcnn/accuracy": 0.8936908790404767, "mask_rcnn/false_negative": 0.08011543371665089, "mask_rcnn/false_positive": 0.11125352116507461, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.5710455014996114, "total_loss": 1.2168509734328836} {"data_time": 0.012933626996527892, "eta_seconds": 62951.97383763081, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.3295036764705882, "fast_rcnn/fg_cls_accuracy": 0.6277232351566152, "iteration": 159099, "loss_box_reg": 0.22337992582470179, "loss_cls": 0.20065325242467225, "loss_mask": 0.251813598908484, "loss_rpn_cls": 0.043670155901054386, "loss_rpn_loc": 0.07278964342549443, "loss_sem_seg": 0.2872612359933555, "lr": 0.02, "mask_rcnn/accuracy": 0.8897132857208518, "mask_rcnn/false_negative": 0.09108619083350465, "mask_rcnn/false_positive": 0.13151156108849255, "roi_head/num_bg_samples": 425.0, "roi_head/num_fg_samples": 87.0, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5624985039976309, "total_loss": 1.1307502017880324} {"data_time": 0.01324721700802911, "eta_seconds": 62936.95029909334, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.34353017400962604, "fast_rcnn/fg_cls_accuracy": 0.6026601036812065, "iteration": 159119, "loss_box_reg": 0.22213295940309763, "loss_cls": 0.19543962529860437, "loss_mask": 0.2570892786607146, "loss_rpn_cls": 0.04341426322935149, "loss_rpn_loc": 0.06858107977313921, "loss_sem_seg": 0.3342663866933435, "lr": 0.02, "mask_rcnn/accuracy": 0.8977563344378037, "mask_rcnn/false_negative": 0.09034043955771337, "mask_rcnn/false_positive": 0.11595100850572174, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5626638690009713, "total_loss": 1.136991910985671} {"data_time": 0.012039146502502263, "eta_seconds": 62913.58185840108, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.24528178243774573, "fast_rcnn/fg_cls_accuracy": 0.7449992480072192, "iteration": 159139, "loss_box_reg": 0.2263166536577046, "loss_cls": 0.19297938840463758, "loss_mask": 0.23882514610886574, "loss_rpn_cls": 0.04575306660262868, "loss_rpn_loc": 0.08121121110161766, "loss_sem_seg": 0.3288609702140093, "lr": 0.02, "mask_rcnn/accuracy": 0.8992601531630616, "mask_rcnn/false_negative": 0.09361047623504684, "mask_rcnn/false_positive": 0.096224997192282, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5617076204944169, "total_loss": 1.1405190995137673} {"data_time": 0.012522471501142718, "eta_seconds": 62902.23186483104, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.26243396650556367, "fast_rcnn/fg_cls_accuracy": 0.6732323232323232, "iteration": 159159, "loss_box_reg": 0.21724268049001694, "loss_cls": 0.19514454994350672, "loss_mask": 0.23575125262141228, "loss_rpn_cls": 0.039397232205374166, "loss_rpn_loc": 0.07218441780423746, "loss_sem_seg": 0.31152906361967325, "lr": 0.02, "mask_rcnn/accuracy": 0.9070674018213518, "mask_rcnn/false_negative": 0.07464903696669106, "mask_rcnn/false_positive": 0.09942490482158167, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.57657813699916, "total_loss": 1.0833243257075083} {"data_time": 0.013367843996093143, "eta_seconds": 62890.881871261, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.27585208219011037, "fast_rcnn/fg_cls_accuracy": 0.6638529139685476, "iteration": 159179, "loss_box_reg": 0.2471447850111872, "loss_cls": 0.20335847628302872, "loss_mask": 0.2546896720305085, "loss_rpn_cls": 0.037330508188460954, "loss_rpn_loc": 0.07771827513352036, "loss_sem_seg": 0.283549165353179, "lr": 0.02, "mask_rcnn/accuracy": 0.9050465764763352, "mask_rcnn/false_negative": 0.1022014343689077, "mask_rcnn/false_positive": 0.114000140729338, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5644187170037185, "total_loss": 1.1427747043198906} {"data_time": 0.013233621502877213, "eta_seconds": 62879.53187769096, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.4051906779661017, "fast_rcnn/fg_cls_accuracy": 0.5579795597484276, "iteration": 159199, "loss_box_reg": 0.228929640725255, "loss_cls": 0.1988604785874486, "loss_mask": 0.2584083965048194, "loss_rpn_cls": 0.04800663253990933, "loss_rpn_loc": 0.08619835000718012, "loss_sem_seg": 0.36609089211560786, "lr": 0.02, "mask_rcnn/accuracy": 0.8818034606391092, "mask_rcnn/false_negative": 0.09687273513404068, "mask_rcnn/false_positive": 0.13965362957376187, "roi_head/num_bg_samples": 461.5, "roi_head/num_fg_samples": 50.5, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5612940694991266, "total_loss": 1.208371828572126} {"data_time": 0.011944175501412246, "eta_seconds": 62868.181884120924, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.26720405343159837, "fast_rcnn/fg_cls_accuracy": 0.6465767909066877, "iteration": 159219, "loss_box_reg": 0.23305869195610285, "loss_cls": 0.21539912396110594, "loss_mask": 0.25057556200772524, "loss_rpn_cls": 0.04156065679853782, "loss_rpn_loc": 0.08537407917901874, "loss_sem_seg": 0.3464035438373685, "lr": 0.02, "mask_rcnn/accuracy": 0.8992107206253077, "mask_rcnn/false_negative": 0.09709578950885772, "mask_rcnn/false_positive": 0.11740374559200395, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5548318554938305, "total_loss": 1.170203944282548} {"data_time": 0.012436793003871571, "eta_seconds": 62835.17861341775, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3594546381243629, "fast_rcnn/fg_cls_accuracy": 0.565357234754267, "iteration": 159239, "loss_box_reg": 0.24490971444174647, "loss_cls": 0.2163158576004207, "loss_mask": 0.2618291052058339, "loss_rpn_cls": 0.044393696647603065, "loss_rpn_loc": 0.07295468589290977, "loss_sem_seg": 0.3386219232343137, "lr": 0.02, "mask_rcnn/accuracy": 0.8898010806592759, "mask_rcnn/false_negative": 0.09409639504965168, "mask_rcnn/false_positive": 0.1159246566531085, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5654603794973809, "total_loss": 1.1600257203390356} {"data_time": 0.011378609502571635, "eta_seconds": 62833.47940046293, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.30512820512820515, "fast_rcnn/fg_cls_accuracy": 0.6409880166299828, "iteration": 159259, "loss_box_reg": 0.22976635466329753, "loss_cls": 0.20250990241765976, "loss_mask": 0.25338841835036874, "loss_rpn_cls": 0.045055402239086106, "loss_rpn_loc": 0.08273198353708722, "loss_sem_seg": 0.30464089335873723, "lr": 0.02, "mask_rcnn/accuracy": 0.8977443489623507, "mask_rcnn/false_negative": 0.0763795274122275, "mask_rcnn/false_positive": 0.11790530316849157, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5655937625051592, "total_loss": 1.1270278746487747} {"data_time": 0.012673648998315912, "eta_seconds": 62822.13157456277, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.26794871794871794, "fast_rcnn/fg_cls_accuracy": 0.6415667665667666, "iteration": 159279, "loss_box_reg": 0.2520912899635732, "loss_cls": 0.22804791759699583, "loss_mask": 0.25833848491311073, "loss_rpn_cls": 0.04711596452398226, "loss_rpn_loc": 0.07513207016745582, "loss_sem_seg": 0.3170406171120703, "lr": 0.02, "mask_rcnn/accuracy": 0.8917478880139011, "mask_rcnn/false_negative": 0.11201155550393468, "mask_rcnn/false_positive": 0.1052849371021188, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5728105919988593, "total_loss": 1.1799102449222119} {"data_time": 0.013107222999678925, "eta_seconds": 62757.12846788002, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.2790945896209054, "fast_rcnn/fg_cls_accuracy": 0.6657388663967612, "iteration": 159299, "loss_box_reg": 0.23406850919127464, "loss_cls": 0.20662522921338677, "loss_mask": 0.25515561550855637, "loss_rpn_cls": 0.04932271614961792, "loss_rpn_loc": 0.0862637932295911, "loss_sem_seg": 0.3458565277978778, "lr": 0.02, "mask_rcnn/accuracy": 0.9114358367636828, "mask_rcnn/false_negative": 0.07732429971400318, "mask_rcnn/false_positive": 0.11641092658903886, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.5576777809910709, "total_loss": 1.1843192312808242} {"data_time": 0.012409732495143544, "eta_seconds": 62649.97822081717, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.2678878677242016, "fast_rcnn/fg_cls_accuracy": 0.6441250000000001, "iteration": 159319, "loss_box_reg": 0.21281171822920442, "loss_cls": 0.21094091050326824, "loss_mask": 0.25570902368053794, "loss_rpn_cls": 0.044620037253480405, "loss_rpn_loc": 0.07440735900308937, "loss_sem_seg": 0.3134980467148125, "lr": 0.02, "mask_rcnn/accuracy": 0.8847636594320267, "mask_rcnn/false_negative": 0.08670533374343171, "mask_rcnn/false_positive": 0.1166455081964631, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5620494969916763, "total_loss": 1.1322327900852542} {"data_time": 0.012266087498574052, "eta_seconds": 62614.88869137318, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3727632924335378, "fast_rcnn/fg_cls_accuracy": 0.573943661971831, "iteration": 159339, "loss_box_reg": 0.22846964187920094, "loss_cls": 0.2143927593715489, "loss_mask": 0.2725683255121112, "loss_rpn_cls": 0.04729322774801403, "loss_rpn_loc": 0.09299982606898993, "loss_sem_seg": 0.32617168966680765, "lr": 0.02, "mask_rcnn/accuracy": 0.8960556515762587, "mask_rcnn/false_negative": 0.09512283908614849, "mask_rcnn/false_positive": 0.1232398041895663, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5510360865009716, "total_loss": 1.1488864177372307} {"data_time": 0.01222684999811463, "eta_seconds": 62645.62498712182, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.3589799859550562, "fast_rcnn/fg_cls_accuracy": 0.5973183579295633, "iteration": 159359, "loss_box_reg": 0.2246502882335335, "loss_cls": 0.19721701834350824, "loss_mask": 0.2558088004589081, "loss_rpn_cls": 0.04519225866533816, "loss_rpn_loc": 0.08803629648173228, "loss_sem_seg": 0.318346094340086, "lr": 0.02, "mask_rcnn/accuracy": 0.883264213638737, "mask_rcnn/false_negative": 0.10646197190226162, "mask_rcnn/false_positive": 0.1296239481292442, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5694998295002733, "total_loss": 1.1445535650564125} {"data_time": 0.013715493500058074, "eta_seconds": 62598.203072502256, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.3530092592592593, "fast_rcnn/fg_cls_accuracy": 0.5825757575757575, "iteration": 159379, "loss_box_reg": 0.24119155411608517, "loss_cls": 0.22547897091135383, "loss_mask": 0.25499477982521057, "loss_rpn_cls": 0.04082372308766935, "loss_rpn_loc": 0.08002138248411939, "loss_sem_seg": 0.3011962892487645, "lr": 0.02, "mask_rcnn/accuracy": 0.911829629622997, "mask_rcnn/false_negative": 0.08534251403390963, "mask_rcnn/false_positive": 0.10949774403142232, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.5633496174996253, "total_loss": 1.1820823026064318} {"data_time": 0.012469934001273941, "eta_seconds": 62586.88547402231, "fast_rcnn/cls_accuracy": 0.9033203125, "fast_rcnn/false_negative": 0.34382812500000004, "fast_rcnn/fg_cls_accuracy": 0.6308467053601912, "iteration": 159399, "loss_box_reg": 0.25887891184538603, "loss_cls": 0.23400499671697617, "loss_mask": 0.2529481998644769, "loss_rpn_cls": 0.0404139467573259, "loss_rpn_loc": 0.08119774908118416, "loss_sem_seg": 0.27983439341187477, "lr": 0.02, "mask_rcnn/accuracy": 0.8819050963861441, "mask_rcnn/false_negative": 0.09951158841914604, "mask_rcnn/false_positive": 0.11264304233404265, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5710177739965729, "total_loss": 1.1836981535161613} {"data_time": 0.012816217000363395, "eta_seconds": 62550.52260657272, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3256444834723703, "fast_rcnn/fg_cls_accuracy": 0.5983421750663129, "iteration": 159419, "loss_box_reg": 0.23103957902640104, "loss_cls": 0.20690246648155153, "loss_mask": 0.25343942269682884, "loss_rpn_cls": 0.043694753432646394, "loss_rpn_loc": 0.06508238276001066, "loss_sem_seg": 0.2998011214658618, "lr": 0.02, "mask_rcnn/accuracy": 0.8993851484045999, "mask_rcnn/false_negative": 0.08759850667580676, "mask_rcnn/false_positive": 0.11781595986517375, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5625176425019163, "total_loss": 1.1069350972538814} {"data_time": 0.012623425995116122, "eta_seconds": 62544.35941336232, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.36170104145395143, "fast_rcnn/fg_cls_accuracy": 0.6190146169354839, "iteration": 159439, "loss_box_reg": 0.23390825232490897, "loss_cls": 0.2198789152316749, "loss_mask": 0.24887979682534933, "loss_rpn_cls": 0.039998297826969065, "loss_rpn_loc": 0.07420249580172822, "loss_sem_seg": 0.303834508638829, "lr": 0.02, "mask_rcnn/accuracy": 0.8973219423376224, "mask_rcnn/false_negative": 0.08673756542202973, "mask_rcnn/false_positive": 0.1380031797163648, "roi_head/num_bg_samples": 428.5, "roi_head/num_fg_samples": 83.5, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.5702349200000754, "total_loss": 1.131031397904735} {"data_time": 0.012979388498933986, "eta_seconds": 62527.896469132625, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.31021085349462363, "fast_rcnn/fg_cls_accuracy": 0.6101325944983178, "iteration": 159459, "loss_box_reg": 0.22200304549187422, "loss_cls": 0.20768586825579405, "loss_mask": 0.24257772415876389, "loss_rpn_cls": 0.04216114425798878, "loss_rpn_loc": 0.07857646810589358, "loss_sem_seg": 0.28072718367911875, "lr": 0.02, "mask_rcnn/accuracy": 0.8932823973736741, "mask_rcnn/false_negative": 0.09950193747908373, "mask_rcnn/false_positive": 0.12659768719122017, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5641371539968532, "total_loss": 1.077777710306691} {"data_time": 0.011823991997516714, "eta_seconds": 62523.504336190505, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.3101449275362319, "fast_rcnn/fg_cls_accuracy": 0.6744548286604362, "iteration": 159479, "loss_box_reg": 0.24110334366559982, "loss_cls": 0.2127769449725747, "loss_mask": 0.2543755085207522, "loss_rpn_cls": 0.04711444236454554, "loss_rpn_loc": 0.07462089616456069, "loss_sem_seg": 0.3353586383163929, "lr": 0.02, "mask_rcnn/accuracy": 0.884029688654488, "mask_rcnn/false_negative": 0.0948345668651785, "mask_rcnn/false_positive": 0.12175161737515926, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.5656368499985547, "total_loss": 1.1933991695805162} {"data_time": 0.011998182999377605, "eta_seconds": 62493.87579972593, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.27303523035230354, "fast_rcnn/fg_cls_accuracy": 0.7101400180668473, "iteration": 159499, "loss_box_reg": 0.22127781226299703, "loss_cls": 0.2115716552361846, "loss_mask": 0.2535375622101128, "loss_rpn_cls": 0.04410370351979509, "loss_rpn_loc": 0.07178689798456617, "loss_sem_seg": 0.359000938013196, "lr": 0.02, "mask_rcnn/accuracy": 0.9047271181199752, "mask_rcnn/false_negative": 0.08637567386750092, "mask_rcnn/false_positive": 0.09860322938924745, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5555328394984826, "total_loss": 1.1470166638900992} {"data_time": 0.012296090499148704, "eta_seconds": 62459.11630549188, "fast_rcnn/cls_accuracy": 0.912109375, "fast_rcnn/false_negative": 0.35914820473644005, "fast_rcnn/fg_cls_accuracy": 0.510926057169856, "iteration": 159519, "loss_box_reg": 0.24011779017746449, "loss_cls": 0.241061435546726, "loss_mask": 0.2639138107188046, "loss_rpn_cls": 0.04925330533296801, "loss_rpn_loc": 0.08472536318004131, "loss_sem_seg": 0.324413251131773, "lr": 0.02, "mask_rcnn/accuracy": 0.8955744363280933, "mask_rcnn/false_negative": 0.0929761739168112, "mask_rcnn/false_positive": 0.12533219849710442, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5518788475019392, "total_loss": 1.2224167456006398} {"data_time": 0.01241254000342451, "eta_seconds": 62415.727361699704, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.34144194235937353, "fast_rcnn/fg_cls_accuracy": 0.6281288584577394, "iteration": 159539, "loss_box_reg": 0.22534468490630388, "loss_cls": 0.22531773359514773, "loss_mask": 0.25801454950124025, "loss_rpn_cls": 0.0489141927100718, "loss_rpn_loc": 0.08061361726140603, "loss_sem_seg": 0.3317004251293838, "lr": 0.02, "mask_rcnn/accuracy": 0.8720884052215891, "mask_rcnn/false_negative": 0.10003876070030264, "mask_rcnn/false_positive": 0.1324945143626711, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.5594832790011424, "total_loss": 1.180695316492347} {"data_time": 0.011906621999514755, "eta_seconds": 62433.014669158816, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.32068543451652387, "fast_rcnn/fg_cls_accuracy": 0.6080398671096345, "iteration": 159559, "loss_box_reg": 0.21390765625983477, "loss_cls": 0.21217147866263986, "loss_mask": 0.24673152761533856, "loss_rpn_cls": 0.04508587512827944, "loss_rpn_loc": 0.07136249498580582, "loss_sem_seg": 0.3228981038555503, "lr": 0.02, "mask_rcnn/accuracy": 0.8918982529302424, "mask_rcnn/false_negative": 0.0943943098649384, "mask_rcnn/false_positive": 0.12276324507844324, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5708497005107347, "total_loss": 1.1319964757713024} {"data_time": 0.01226392699754797, "eta_seconds": 62345.191700563984, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.33872229465449805, "fast_rcnn/fg_cls_accuracy": 0.6561663693131132, "iteration": 159579, "loss_box_reg": 0.2395109012722969, "loss_cls": 0.22009254107251763, "loss_mask": 0.26242146268486977, "loss_rpn_cls": 0.046453366288915277, "loss_rpn_loc": 0.06887596455635503, "loss_sem_seg": 0.32694369787350297, "lr": 0.02, "mask_rcnn/accuracy": 0.8826679906362729, "mask_rcnn/false_negative": 0.08313873377169267, "mask_rcnn/false_positive": 0.13866989753501202, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5570519945031265, "total_loss": 1.1890101463941392} {"data_time": 0.012548992002848536, "eta_seconds": 62342.3501291777, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.339084828215263, "fast_rcnn/fg_cls_accuracy": 0.6275355630906282, "iteration": 159599, "loss_box_reg": 0.2504212185740471, "loss_cls": 0.2341665211133659, "loss_mask": 0.25315424520522356, "loss_rpn_cls": 0.045894325492554344, "loss_rpn_loc": 0.0848086221376434, "loss_sem_seg": 0.32025555055588484, "lr": 0.02, "mask_rcnn/accuracy": 0.8977185140618789, "mask_rcnn/false_negative": 0.08415745763763832, "mask_rcnn/false_positive": 0.10907739654788623, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5710996955021983, "total_loss": 1.226898831242579} {"data_time": 0.01275509900006, "eta_seconds": 62331.05632746772, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.3038961038961039, "fast_rcnn/fg_cls_accuracy": 0.6510974539069359, "iteration": 159619, "loss_box_reg": 0.2379014529287815, "loss_cls": 0.2182780816219747, "loss_mask": 0.2583796791732311, "loss_rpn_cls": 0.04477683141885791, "loss_rpn_loc": 0.0696845255442895, "loss_sem_seg": 0.32979093911126256, "lr": 0.02, "mask_rcnn/accuracy": 0.8826524980853268, "mask_rcnn/false_negative": 0.09044298357676422, "mask_rcnn/false_positive": 0.13802229823661166, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5658909965059138, "total_loss": 1.1766168787580682} {"data_time": 0.013312779003172182, "eta_seconds": 62311.31488816386, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.3256185710314151, "fast_rcnn/fg_cls_accuracy": 0.5982764943160983, "iteration": 159639, "loss_box_reg": 0.20373510499484837, "loss_cls": 0.19907057349337265, "loss_mask": 0.24586640251800418, "loss_rpn_cls": 0.03588318906258792, "loss_rpn_loc": 0.07160252521862276, "loss_sem_seg": 0.3737198053859174, "lr": 0.02, "mask_rcnn/accuracy": 0.8941956412194507, "mask_rcnn/false_negative": 0.07746205917125973, "mask_rcnn/false_positive": 0.11892300040959763, "roi_head/num_bg_samples": 459.5, "roi_head/num_fg_samples": 52.5, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.5549806429989985, "total_loss": 1.0643967473952216} {"data_time": 0.012129515002015978, "eta_seconds": 62300.02261736382, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.358008658008658, "fast_rcnn/fg_cls_accuracy": 0.6030122069026083, "iteration": 159659, "loss_box_reg": 0.241293030558154, "loss_cls": 0.21890894859097898, "loss_mask": 0.2510032537393272, "loss_rpn_cls": 0.046460868150461465, "loss_rpn_loc": 0.07339344813954085, "loss_sem_seg": 0.3489408455789089, "lr": 0.02, "mask_rcnn/accuracy": 0.8786889461389831, "mask_rcnn/false_negative": 0.09216993497656707, "mask_rcnn/false_positive": 0.11539574058502741, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5652967569985776, "total_loss": 1.20073953885003} {"data_time": 0.012073370999132749, "eta_seconds": 62288.73034656378, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.41824237215298665, "fast_rcnn/fg_cls_accuracy": 0.5712355455002514, "iteration": 159679, "loss_box_reg": 0.23484241729602218, "loss_cls": 0.21347880363464355, "loss_mask": 0.2629827428609133, "loss_rpn_cls": 0.04010999012098182, "loss_rpn_loc": 0.0738143369089812, "loss_sem_seg": 0.32386682787910104, "lr": 0.02, "mask_rcnn/accuracy": 0.8782601271181005, "mask_rcnn/false_negative": 0.10432450451643388, "mask_rcnn/false_positive": 0.1479471035252065, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5648258604996954, "total_loss": 1.1836859628820093} {"data_time": 0.012464063489460386, "eta_seconds": 62272.476902210154, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.30701061187627005, "fast_rcnn/fg_cls_accuracy": 0.6215325936199723, "iteration": 159699, "loss_box_reg": 0.2193555359262973, "loss_cls": 0.22319421032443643, "loss_mask": 0.2667888132855296, "loss_rpn_cls": 0.04539043734257575, "loss_rpn_loc": 0.07637174394039903, "loss_sem_seg": 0.31981843477115035, "lr": 0.02, "mask_rcnn/accuracy": 0.8801430621556836, "mask_rcnn/false_negative": 0.08853873985513497, "mask_rcnn/false_positive": 0.1337875916684378, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5608078140066937, "total_loss": 1.171427650435362} {"data_time": 0.0131241514973226, "eta_seconds": 62256.586758203215, "fast_rcnn/cls_accuracy": 0.912109375, "fast_rcnn/false_negative": 0.36327399380804953, "fast_rcnn/fg_cls_accuracy": 0.6238403411641478, "iteration": 159719, "loss_box_reg": 0.23171078227460384, "loss_cls": 0.20864376472309232, "loss_mask": 0.25624087639153004, "loss_rpn_cls": 0.04430360085098073, "loss_rpn_loc": 0.06875808539916761, "loss_sem_seg": 0.32301854621618986, "lr": 0.02, "mask_rcnn/accuracy": 0.872743115627987, "mask_rcnn/false_negative": 0.09231593842049017, "mask_rcnn/false_positive": 0.13930032878603948, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5620643024885794, "total_loss": 1.132931704807561} {"data_time": 0.011476785002741963, "eta_seconds": 62245.29622098317, "fast_rcnn/cls_accuracy": 0.90771484375, "fast_rcnn/false_negative": 0.4066109422492401, "fast_rcnn/fg_cls_accuracy": 0.5417293233082707, "iteration": 159739, "loss_box_reg": 0.23180022928863764, "loss_cls": 0.2100390954874456, "loss_mask": 0.25478820875287056, "loss_rpn_cls": 0.04273723303049337, "loss_rpn_loc": 0.08727416864712723, "loss_sem_seg": 0.33485870040021837, "lr": 0.02, "mask_rcnn/accuracy": 0.8894675066275111, "mask_rcnn/false_negative": 0.0921067037984477, "mask_rcnn/false_positive": 0.12101265493796669, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5629825470023206, "total_loss": 1.1613966600853018} {"data_time": 0.012923568501719274, "eta_seconds": 62234.00568376312, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.3443708609271523, "fast_rcnn/fg_cls_accuracy": 0.6289384174722521, "iteration": 159759, "loss_box_reg": 0.2264730636961758, "loss_cls": 0.21291852835565805, "loss_mask": 0.2567683598026633, "loss_rpn_cls": 0.04273868867312558, "loss_rpn_loc": 0.07987661444349214, "loss_sem_seg": 0.2995317252352834, "lr": 0.02, "mask_rcnn/accuracy": 0.8819653090173798, "mask_rcnn/false_negative": 0.09996495150163529, "mask_rcnn/false_positive": 0.12583812292699315, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5703090630049701, "total_loss": 1.125207175486139} {"data_time": 0.012094257501303218, "eta_seconds": 62217.5010865572, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.39139655862344935, "fast_rcnn/fg_cls_accuracy": 0.5718173836698859, "iteration": 159779, "loss_box_reg": 0.21725766616873443, "loss_cls": 0.20648515899665654, "loss_mask": 0.25058082956820726, "loss_rpn_cls": 0.05420995515305549, "loss_rpn_loc": 0.06617335227201693, "loss_sem_seg": 0.2931235246360302, "lr": 0.02, "mask_rcnn/accuracy": 0.8711256274753616, "mask_rcnn/false_negative": 0.10520894830030868, "mask_rcnn/false_positive": 0.13476252428450125, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 0.5610017399958451, "total_loss": 1.086415549798403} {"data_time": 0.012413789496349636, "eta_seconds": 62199.15411241989, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.29962600690448793, "fast_rcnn/fg_cls_accuracy": 0.6679927667269439, "iteration": 159799, "loss_box_reg": 0.22995602525770664, "loss_cls": 0.2040054090321064, "loss_mask": 0.24605667497962713, "loss_rpn_cls": 0.045375787594821304, "loss_rpn_loc": 0.07222936843754724, "loss_sem_seg": 0.32661509793251753, "lr": 0.02, "mask_rcnn/accuracy": 0.9010221837109632, "mask_rcnn/false_negative": 0.0839101549916369, "mask_rcnn/false_positive": 0.10398350880885214, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5704770200027269, "total_loss": 1.135552127918345} {"data_time": 0.012619796994840726, "eta_seconds": 62134.7819197169, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.3138320545609548, "fast_rcnn/fg_cls_accuracy": 0.6446664790318041, "iteration": 159819, "loss_box_reg": 0.2196632099803537, "loss_cls": 0.2038676319643855, "loss_mask": 0.24620174383744597, "loss_rpn_cls": 0.0379687724635005, "loss_rpn_loc": 0.08629224592004903, "loss_sem_seg": 0.33414941176306456, "lr": 0.02, "mask_rcnn/accuracy": 0.8860396431299793, "mask_rcnn/false_negative": 0.10606551374150983, "mask_rcnn/false_positive": 0.11859494084934225, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5569756230033818, "total_loss": 1.1245324270421406} {"data_time": 0.012609732002601959, "eta_seconds": 62117.01211833821, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.33491888218805743, "fast_rcnn/fg_cls_accuracy": 0.6245222118406524, "iteration": 159839, "loss_box_reg": 0.2086748315487057, "loss_cls": 0.19639881933107972, "loss_mask": 0.23974820505827665, "loss_rpn_cls": 0.0386232733289944, "loss_rpn_loc": 0.07004852354293689, "loss_sem_seg": 0.3082238775677979, "lr": 0.02, "mask_rcnn/accuracy": 0.8870423059889956, "mask_rcnn/false_negative": 0.08723273213521959, "mask_rcnn/false_positive": 0.13037285455828254, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.562301480997121, "total_loss": 1.0648328332754318} {"data_time": 0.012346272502327338, "eta_seconds": 62077.55058714715, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.3982648930017351, "fast_rcnn/fg_cls_accuracy": 0.5358974358974359, "iteration": 159859, "loss_box_reg": 0.23002964432816952, "loss_cls": 0.19788395427167416, "loss_mask": 0.25836710073053837, "loss_rpn_cls": 0.04365554594551213, "loss_rpn_loc": 0.08498798700748011, "loss_sem_seg": 0.37015614239498973, "lr": 0.02, "mask_rcnn/accuracy": 0.8953074900846414, "mask_rcnn/false_negative": 0.08422141414863127, "mask_rcnn/false_positive": 0.14798825242058894, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.560594750008022, "total_loss": 1.1825037888484076} {"data_time": 0.012822345503082033, "eta_seconds": 62065.72452056556, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.3980455768317772, "fast_rcnn/fg_cls_accuracy": 0.584931274393348, "iteration": 159879, "loss_box_reg": 0.23279340285807848, "loss_cls": 0.2243915144354105, "loss_mask": 0.2545188800431788, "loss_rpn_cls": 0.043503319029696286, "loss_rpn_loc": 0.09316360740922391, "loss_sem_seg": 0.2986020394600928, "lr": 0.02, "mask_rcnn/accuracy": 0.8921448782141553, "mask_rcnn/false_negative": 0.10485204202654028, "mask_rcnn/false_positive": 0.11610055017501741, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5756654325014097, "total_loss": 1.1807785927667283} {"data_time": 0.013028782501351088, "eta_seconds": 62083.17963018813, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.2821344339622641, "fast_rcnn/fg_cls_accuracy": 0.6464363651336106, "iteration": 159899, "loss_box_reg": 0.21927143749780953, "loss_cls": 0.20053353859111667, "loss_mask": 0.253123358823359, "loss_rpn_cls": 0.03359403434842534, "loss_rpn_loc": 0.06971719849389046, "loss_sem_seg": 0.32119813130702823, "lr": 0.02, "mask_rcnn/accuracy": 0.9122119362331135, "mask_rcnn/false_negative": 0.07620542395389701, "mask_rcnn/false_positive": 0.10617192078680554, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.5699366705011926, "total_loss": 1.123615620919736} {"data_time": 0.012330932993791066, "eta_seconds": 62088.06648270015, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3099217638691323, "fast_rcnn/fg_cls_accuracy": 0.6430884583965457, "iteration": 159919, "loss_box_reg": 0.22633601445704699, "loss_cls": 0.2110514617525041, "loss_mask": 0.25018417835235596, "loss_rpn_cls": 0.05131689552217722, "loss_rpn_loc": 0.08191592287039384, "loss_sem_seg": 0.3144598288927227, "lr": 0.02, "mask_rcnn/accuracy": 0.8925392617984693, "mask_rcnn/false_negative": 0.09515218961519212, "mask_rcnn/false_positive": 0.11138821522537823, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5643233789960505, "total_loss": 1.143577618538984} {"data_time": 0.012058467000315432, "eta_seconds": 62130.00907425082, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.2932330827067669, "fast_rcnn/fg_cls_accuracy": 0.6606670584778137, "iteration": 159939, "loss_box_reg": 0.2268540277145803, "loss_cls": 0.20454657124355435, "loss_mask": 0.24448851868510246, "loss_rpn_cls": 0.03763669260661118, "loss_rpn_loc": 0.059173655754420906, "loss_sem_seg": 0.2991944458335638, "lr": 0.02, "mask_rcnn/accuracy": 0.8976218022861959, "mask_rcnn/false_negative": 0.097235707253498, "mask_rcnn/false_positive": 0.12204669548134747, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5736439855027129, "total_loss": 1.0869741803908255} {"data_time": 0.012638842999876942, "eta_seconds": 62115.89476656754, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.3888111888111888, "fast_rcnn/fg_cls_accuracy": 0.5410888546481767, "iteration": 159959, "loss_box_reg": 0.22980940528213978, "loss_cls": 0.21684305393137038, "loss_mask": 0.26529229059815407, "loss_rpn_cls": 0.03774351433094125, "loss_rpn_loc": 0.08039000839926302, "loss_sem_seg": 0.3191948542371392, "lr": 0.02, "mask_rcnn/accuracy": 0.8854394321831297, "mask_rcnn/false_negative": 0.10994648509799299, "mask_rcnn/false_positive": 0.1461123390136148, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5647737340041203, "total_loss": 1.127607359958347} {"data_time": 0.011973068496445194, "eta_seconds": 62104.605175457575, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3926608837821881, "fast_rcnn/fg_cls_accuracy": 0.5840942562592047, "iteration": 159979, "loss_box_reg": 0.23516336223110557, "loss_cls": 0.23177828546613455, "loss_mask": 0.25151506066322327, "loss_rpn_cls": 0.04306034759792965, "loss_rpn_loc": 0.07468458404764533, "loss_sem_seg": 0.3065298334695399, "lr": 0.02, "mask_rcnn/accuracy": 0.8820844652796184, "mask_rcnn/false_negative": 0.10280189180478007, "mask_rcnn/false_positive": 0.13693493445666743, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5748295849989518, "total_loss": 1.1654892759397626} {"data_time": 0.013387932995101437, "eta_seconds": 62096.13876102038, "fast_rcnn/cls_accuracy": 0.91357421875, "fast_rcnn/false_negative": 0.3383673469387755, "fast_rcnn/fg_cls_accuracy": 0.5393457117595049, "iteration": 159999, "loss_box_reg": 0.22215633327141404, "loss_cls": 0.20607462874613702, "loss_mask": 0.23894009087234735, "loss_rpn_cls": 0.03630415938096121, "loss_rpn_loc": 0.072013124008663, "loss_sem_seg": 0.3211291190236807, "lr": 0.02, "mask_rcnn/accuracy": 0.8923255697617809, "mask_rcnn/false_negative": 0.10400368784647587, "mask_rcnn/false_positive": 0.11094699272510485, "roi_head/num_bg_samples": 433.0, "roi_head/num_fg_samples": 79.0, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 0.5710603295010515, "total_loss": 1.1023984720814042} {"data_time": 0.012104373992769979, "eta_seconds": 62074.98269923188, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.30654026679841895, "fast_rcnn/fg_cls_accuracy": 0.6392872431506849, "iteration": 160019, "loss_box_reg": 0.211575657594949, "loss_cls": 0.20998114487156272, "loss_mask": 0.2521213749423623, "loss_rpn_cls": 0.04205838427878916, "loss_rpn_loc": 0.07797990867402405, "loss_sem_seg": 0.3069993448443711, "lr": 0.02, "mask_rcnn/accuracy": 0.8862784705154928, "mask_rcnn/false_negative": 0.09122270363966098, "mask_rcnn/false_positive": 0.13649575854989396, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5464967000007164, "total_loss": 1.1315703667351045} {"data_time": 0.01181745549547486, "eta_seconds": 62037.75695415288, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.3903853412483272, "fast_rcnn/fg_cls_accuracy": 0.5855780118724909, "iteration": 160039, "loss_box_reg": 0.22742964560166, "loss_cls": 0.21668189205229282, "loss_mask": 0.2555090272799134, "loss_rpn_cls": 0.042950877046678215, "loss_rpn_loc": 0.07915382183273323, "loss_sem_seg": 0.3357799709774554, "lr": 0.02, "mask_rcnn/accuracy": 0.8954738145258103, "mask_rcnn/false_negative": 0.10122222863501903, "mask_rcnn/false_positive": 0.12247832954749595, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.5651583639919409, "total_loss": 1.1717163096182048} {"data_time": 0.011536072001035791, "eta_seconds": 62064.64762546241, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.3276559265010352, "fast_rcnn/fg_cls_accuracy": 0.5894736842105264, "iteration": 160059, "loss_box_reg": 0.21671559882815927, "loss_cls": 0.21427225461229682, "loss_mask": 0.24318512436002493, "loss_rpn_cls": 0.04512123632594012, "loss_rpn_loc": 0.0732332615298219, "loss_sem_seg": 0.34756368631497025, "lr": 0.02, "mask_rcnn/accuracy": 0.8862578627341346, "mask_rcnn/false_negative": 0.10248852501156706, "mask_rcnn/false_positive": 0.13346408500535495, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.575631705498381, "total_loss": 1.1542838535388} {"data_time": 0.012788776504748967, "eta_seconds": 62032.489850298865, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.4151254504657646, "fast_rcnn/fg_cls_accuracy": 0.5143979057591623, "iteration": 160079, "loss_box_reg": 0.24345287028700113, "loss_cls": 0.24297368340194225, "loss_mask": 0.2597927898168564, "loss_rpn_cls": 0.04875559185165912, "loss_rpn_loc": 0.0810257104167249, "loss_sem_seg": 0.33769226912409067, "lr": 0.02, "mask_rcnn/accuracy": 0.8883923739950526, "mask_rcnn/false_negative": 0.10982175811151337, "mask_rcnn/false_positive": 0.13304377155091274, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5541721254994627, "total_loss": 1.2482456659781747} {"data_time": 0.012949925003340468, "eta_seconds": 62021.20310984885, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.3275454411112753, "fast_rcnn/fg_cls_accuracy": 0.6501984126984127, "iteration": 160099, "loss_box_reg": 0.22367068473249674, "loss_cls": 0.21948440000414848, "loss_mask": 0.26395873818546534, "loss_rpn_cls": 0.03565013321349397, "loss_rpn_loc": 0.06700953564723022, "loss_sem_seg": 0.2965371106984094, "lr": 0.02, "mask_rcnn/accuracy": 0.8886237964325814, "mask_rcnn/false_negative": 0.08692837442634277, "mask_rcnn/false_positive": 0.13444587975883082, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5580407125016791, "total_loss": 1.102474804079975} {"data_time": 0.012864421005360782, "eta_seconds": 62025.57803768784, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3238993710691824, "fast_rcnn/fg_cls_accuracy": 0.643840579710145, "iteration": 160119, "loss_box_reg": 0.2427252186462283, "loss_cls": 0.2109354929998517, "loss_mask": 0.25649198424071074, "loss_rpn_cls": 0.04336267986218445, "loss_rpn_loc": 0.06023751059547067, "loss_sem_seg": 0.31220593582838774, "lr": 0.02, "mask_rcnn/accuracy": 0.8941165481344053, "mask_rcnn/false_negative": 0.0962236398792332, "mask_rcnn/false_positive": 0.10293333771684815, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5678306590052671, "total_loss": 1.1492897335701855} {"data_time": 0.012582379509694874, "eta_seconds": 62017.108030149364, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.36335353752078525, "fast_rcnn/fg_cls_accuracy": 0.6008030684406089, "iteration": 160139, "loss_box_reg": 0.21450512949377298, "loss_cls": 0.18714990885928273, "loss_mask": 0.24002692569047213, "loss_rpn_cls": 0.039981297246413305, "loss_rpn_loc": 0.07238607865292579, "loss_sem_seg": 0.2998692593537271, "lr": 0.02, "mask_rcnn/accuracy": 0.9019831938069296, "mask_rcnn/false_negative": 0.08871688743968904, "mask_rcnn/false_positive": 0.10096012518624445, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5663988130036159, "total_loss": 1.0611127636948368} {"data_time": 0.012606780997884925, "eta_seconds": 61970.055397832926, "fast_rcnn/cls_accuracy": 0.91357421875, "fast_rcnn/false_negative": 0.37301381182859167, "fast_rcnn/fg_cls_accuracy": 0.6034870889428382, "iteration": 160159, "loss_box_reg": 0.2392703453078866, "loss_cls": 0.22678331611678004, "loss_mask": 0.24461698671802878, "loss_rpn_cls": 0.046496478433255106, "loss_rpn_loc": 0.0829876255011186, "loss_sem_seg": 0.3473597294650972, "lr": 0.02, "mask_rcnn/accuracy": 0.8941003725997788, "mask_rcnn/false_negative": 0.0905566685259129, "mask_rcnn/false_positive": 0.11753671776956415, "roi_head/num_bg_samples": 426.5, "roi_head/num_fg_samples": 85.5, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 0.5544285450014286, "total_loss": 1.1915204065735452} {"data_time": 0.013515840997570194, "eta_seconds": 61941.42085552106, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.282591906085882, "fast_rcnn/fg_cls_accuracy": 0.689674256799494, "iteration": 160179, "loss_box_reg": 0.22176492121070623, "loss_cls": 0.21001419238746166, "loss_mask": 0.25443790201097727, "loss_rpn_cls": 0.0364980233280221, "loss_rpn_loc": 0.07551946328021586, "loss_sem_seg": 0.31780342059209943, "lr": 0.02, "mask_rcnn/accuracy": 0.8976652409083934, "mask_rcnn/false_negative": 0.07943258568548134, "mask_rcnn/false_positive": 0.12498390036334452, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.5636330659981468, "total_loss": 1.1352425359655172} {"data_time": 0.012081565000698902, "eta_seconds": 61920.695890111805, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.3105397110562168, "fast_rcnn/fg_cls_accuracy": 0.6714943009515842, "iteration": 160199, "loss_box_reg": 0.21594922430813313, "loss_cls": 0.2102002501487732, "loss_mask": 0.2555912435054779, "loss_rpn_cls": 0.045056459261104465, "loss_rpn_loc": 0.0854266032401938, "loss_sem_seg": 0.3316210228949785, "lr": 0.02, "mask_rcnn/accuracy": 0.9006336079237405, "mask_rcnn/false_negative": 0.08267997720446803, "mask_rcnn/false_positive": 0.1031997508718056, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5587582150037633, "total_loss": 1.1574819194502197} {"data_time": 0.012580819500726648, "eta_seconds": 61962.09959633368, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.3369718309859155, "fast_rcnn/fg_cls_accuracy": 0.6116686343959071, "iteration": 160219, "loss_box_reg": 0.24350906582549214, "loss_cls": 0.2381463572382927, "loss_mask": 0.2550917509943247, "loss_rpn_cls": 0.03829796132049523, "loss_rpn_loc": 0.07147396754589863, "loss_sem_seg": 0.3261548727750778, "lr": 0.02, "mask_rcnn/accuracy": 0.882022885241053, "mask_rcnn/false_negative": 0.1219163916279026, "mask_rcnn/false_positive": 0.10813447493900108, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5711095204969752, "total_loss": 1.1428580663632601} {"data_time": 0.011798721498053055, "eta_seconds": 61924.92102695296, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.312649777473468, "fast_rcnn/fg_cls_accuracy": 0.6333081181446205, "iteration": 160239, "loss_box_reg": 0.23005813406780362, "loss_cls": 0.21349288150668144, "loss_mask": 0.23929772432893515, "loss_rpn_cls": 0.04041032128588995, "loss_rpn_loc": 0.07450305612292141, "loss_sem_seg": 0.3024423234164715, "lr": 0.02, "mask_rcnn/accuracy": 0.8954073816044331, "mask_rcnn/false_negative": 0.10552306617475538, "mask_rcnn/false_positive": 0.10848142496548682, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5585501914974884, "total_loss": 1.1270852033048868} {"data_time": 0.012200010503875092, "eta_seconds": 61930.90918624874, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.3538899430740038, "fast_rcnn/fg_cls_accuracy": 0.6085971771886325, "iteration": 160259, "loss_box_reg": 0.23517507524229586, "loss_cls": 0.2213016990572214, "loss_mask": 0.2583219539374113, "loss_rpn_cls": 0.0435977898305282, "loss_rpn_loc": 0.0792607109178789, "loss_sem_seg": 0.32202558405697346, "lr": 0.02, "mask_rcnn/accuracy": 0.8827744437784015, "mask_rcnn/false_negative": 0.0818000090565628, "mask_rcnn/false_positive": 0.14835279757836312, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5666460619977443, "total_loss": 1.159941732592415} {"data_time": 0.013057625008514151, "eta_seconds": 61902.35384151297, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.28576144366197187, "fast_rcnn/fg_cls_accuracy": 0.6647965604026846, "iteration": 160279, "loss_box_reg": 0.21395863452926278, "loss_cls": 0.1817879960872233, "loss_mask": 0.252892279997468, "loss_rpn_cls": 0.040328879171283916, "loss_rpn_loc": 0.05958383239340037, "loss_sem_seg": 0.3229575324803591, "lr": 0.02, "mask_rcnn/accuracy": 0.890612547125037, "mask_rcnn/false_negative": 0.08662291917195841, "mask_rcnn/false_positive": 0.12653928719900037, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5625603024964221, "total_loss": 1.1089164893492125} {"data_time": 0.013305627493537031, "eta_seconds": 61908.33570534871, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.31988436400201103, "fast_rcnn/fg_cls_accuracy": 0.6468290441176471, "iteration": 160299, "loss_box_reg": 0.2223728750832379, "loss_cls": 0.20364507287740707, "loss_mask": 0.26349585969001055, "loss_rpn_cls": 0.04348690215556417, "loss_rpn_loc": 0.08615190739510581, "loss_sem_seg": 0.3178952718153596, "lr": 0.02, "mask_rcnn/accuracy": 0.87363624719871, "mask_rcnn/false_negative": 0.09382044219334217, "mask_rcnn/false_positive": 0.133997153520228, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5630837884891662, "total_loss": 1.124444421584485} {"data_time": 0.012517875002231449, "eta_seconds": 61897.0489648987, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.3847180856526651, "fast_rcnn/fg_cls_accuracy": 0.6021978021978022, "iteration": 160319, "loss_box_reg": 0.21964690298773348, "loss_cls": 0.21827499591745436, "loss_mask": 0.2550971694290638, "loss_rpn_cls": 0.03994635930575896, "loss_rpn_loc": 0.07796565012540668, "loss_sem_seg": 0.3053534540813416, "lr": 0.02, "mask_rcnn/accuracy": 0.8859273379681543, "mask_rcnn/false_negative": 0.08477876298928791, "mask_rcnn/false_positive": 0.15080781940933147, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5561850710000726, "total_loss": 1.1205931911972584} {"data_time": 0.01275949299451895, "eta_seconds": 61885.762224448685, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3717583807716635, "fast_rcnn/fg_cls_accuracy": 0.553046218487395, "iteration": 160339, "loss_box_reg": 0.22963985102251172, "loss_cls": 0.19906494504539296, "loss_mask": 0.25142630096524954, "loss_rpn_cls": 0.04276521386782406, "loss_rpn_loc": 0.07130933727603406, "loss_sem_seg": 0.2900187489576638, "lr": 0.02, "mask_rcnn/accuracy": 0.8805073165629889, "mask_rcnn/false_negative": 0.09659962157518504, "mask_rcnn/false_positive": 0.14550867936108852, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5564941475095111, "total_loss": 1.1079364580727997} {"data_time": 0.011568349997105543, "eta_seconds": 61815.71733577728, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.33936699481316823, "fast_rcnn/fg_cls_accuracy": 0.5996552467140703, "iteration": 160359, "loss_box_reg": 0.21732491487637162, "loss_cls": 0.21229564491659403, "loss_mask": 0.24589194497093558, "loss_rpn_cls": 0.04203328472794965, "loss_rpn_loc": 0.07735246315132827, "loss_sem_seg": 0.3369708547834307, "lr": 0.02, "mask_rcnn/accuracy": 0.8923713235294117, "mask_rcnn/false_negative": 0.08380999366828573, "mask_rcnn/false_positive": 0.1213189455315337, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5606182705014362, "total_loss": 1.1567888716235757} {"data_time": 0.012591048995091114, "eta_seconds": 61821.94877483763, "fast_rcnn/cls_accuracy": 0.912109375, "fast_rcnn/false_negative": 0.3038987341772152, "fast_rcnn/fg_cls_accuracy": 0.6560548595946826, "iteration": 160379, "loss_box_reg": 0.23490307247266173, "loss_cls": 0.22856972529552877, "loss_mask": 0.25503202341496944, "loss_rpn_cls": 0.044051290315110236, "loss_rpn_loc": 0.10370020993286744, "loss_sem_seg": 0.33303669304586947, "lr": 0.02, "mask_rcnn/accuracy": 0.8885864954561804, "mask_rcnn/false_negative": 0.09105250674370463, "mask_rcnn/false_positive": 0.12385050772338531, "roi_head/num_bg_samples": 427.5, "roi_head/num_fg_samples": 84.5, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.5783950004988583, "total_loss": 1.1767238721076865} {"data_time": 0.012879047004389577, "eta_seconds": 61834.65228519302, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.34546441059442945, "fast_rcnn/fg_cls_accuracy": 0.5777010480948184, "iteration": 160399, "loss_box_reg": 0.23619353398680687, "loss_cls": 0.22806334728375077, "loss_mask": 0.26725873071700335, "loss_rpn_cls": 0.04362670055706985, "loss_rpn_loc": 0.07266021036775783, "loss_sem_seg": 0.3669714196585119, "lr": 0.02, "mask_rcnn/accuracy": 0.8943580523843542, "mask_rcnn/false_negative": 0.09258468116217913, "mask_rcnn/false_positive": 0.12416949797815564, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5728326519965776, "total_loss": 1.1563438686716836} {"data_time": 0.013020693004364148, "eta_seconds": 61852.32744309977, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.35752260397830016, "fast_rcnn/fg_cls_accuracy": 0.609511754068716, "iteration": 160419, "loss_box_reg": 0.23069697292521596, "loss_cls": 0.20695772278122604, "loss_mask": 0.2539394050836563, "loss_rpn_cls": 0.0432949960231781, "loss_rpn_loc": 0.07558823356521316, "loss_sem_seg": 0.3264607270248234, "lr": 0.02, "mask_rcnn/accuracy": 0.8840503246753246, "mask_rcnn/false_negative": 0.09994726821163913, "mask_rcnn/false_positive": 0.13746705466670806, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5655468575059786, "total_loss": 1.1395829232933465} {"data_time": 0.01276853350282181, "eta_seconds": 61847.315534212765, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.33427700348432055, "fast_rcnn/fg_cls_accuracy": 0.6318711321441572, "iteration": 160439, "loss_box_reg": 0.23205334728118032, "loss_cls": 0.2213643181603402, "loss_mask": 0.24805536167696118, "loss_rpn_cls": 0.04514405131340027, "loss_rpn_loc": 0.07216814206913114, "loss_sem_seg": 0.3266664817929268, "lr": 0.02, "mask_rcnn/accuracy": 0.8870246838654817, "mask_rcnn/false_negative": 0.08996908845264515, "mask_rcnn/false_positive": 0.1399187448602049, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5720148859909386, "total_loss": 1.1927002018201165} {"data_time": 0.013072602996544447, "eta_seconds": 61877.13460555089, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.2911860905491479, "fast_rcnn/fg_cls_accuracy": 0.6625, "iteration": 160459, "loss_box_reg": 0.2231405908241868, "loss_cls": 0.22275591152720153, "loss_mask": 0.2545985192991793, "loss_rpn_cls": 0.05050538532668725, "loss_rpn_loc": 0.08180268091382459, "loss_sem_seg": 0.3336308500729501, "lr": 0.02, "mask_rcnn/accuracy": 0.9039969234722751, "mask_rcnn/false_negative": 0.08308845237503393, "mask_rcnn/false_positive": 0.12085992985496151, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.5695057734992588, "total_loss": 1.1353543836739846} {"data_time": 0.013543753506382927, "eta_seconds": 61865.83707593083, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.33880110432330823, "fast_rcnn/fg_cls_accuracy": 0.6079291801948052, "iteration": 160479, "loss_box_reg": 0.2201712941750884, "loss_cls": 0.2026409109821543, "loss_mask": 0.24612048733979464, "loss_rpn_cls": 0.0515966780949384, "loss_rpn_loc": 0.07650458678836003, "loss_sem_seg": 0.2995059909299016, "lr": 0.02, "mask_rcnn/accuracy": 0.8980645592676354, "mask_rcnn/false_negative": 0.08976314401337551, "mask_rcnn/false_positive": 0.12469545236969337, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.5627873385092244, "total_loss": 1.1251047826663125} {"data_time": 0.013007394496526103, "eta_seconds": 61831.57346394924, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.32825355272999257, "fast_rcnn/fg_cls_accuracy": 0.6398268398268399, "iteration": 160499, "loss_box_reg": 0.22132377279922366, "loss_cls": 0.21172863151878119, "loss_mask": 0.2520707184448838, "loss_rpn_cls": 0.04316622976330109, "loss_rpn_loc": 0.07922361622331664, "loss_sem_seg": 0.32915645162574947, "lr": 0.02, "mask_rcnn/accuracy": 0.897172411347916, "mask_rcnn/false_negative": 0.0970811131720206, "mask_rcnn/false_positive": 0.10808333725777591, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5520745434987475, "total_loss": 1.130562454869505} {"data_time": 0.012607009994098917, "eta_seconds": 61892.99242748608, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.3373094297007341, "fast_rcnn/fg_cls_accuracy": 0.5843655841981921, "iteration": 160519, "loss_box_reg": 0.23971892707049847, "loss_cls": 0.2289174145553261, "loss_mask": 0.2640423160046339, "loss_rpn_cls": 0.05113123187038582, "loss_rpn_loc": 0.08510946977185085, "loss_sem_seg": 0.32411522464826703, "lr": 0.02, "mask_rcnn/accuracy": 0.8961054335514818, "mask_rcnn/false_negative": 0.10041919020730745, "mask_rcnn/false_positive": 0.12142592896956306, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5670655355061172, "total_loss": 1.1929421446402557} {"data_time": 0.012663007000810467, "eta_seconds": 61891.79568177844, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.3708277103013945, "fast_rcnn/fg_cls_accuracy": 0.5611990950226244, "iteration": 160539, "loss_box_reg": 0.23509241873398423, "loss_cls": 0.21696887159487233, "loss_mask": 0.24964898079633713, "loss_rpn_cls": 0.04022274079034105, "loss_rpn_loc": 0.06757918631774373, "loss_sem_seg": 0.32912748819217086, "lr": 0.02, "mask_rcnn/accuracy": 0.8866017939135316, "mask_rcnn/false_negative": 0.0888120970286553, "mask_rcnn/false_positive": 0.12387168766209479, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5716801955059054, "total_loss": 1.1279562944546342} {"data_time": 0.012768757493176963, "eta_seconds": 61839.75645072675, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.33058017727639, "fast_rcnn/fg_cls_accuracy": 0.628124391352334, "iteration": 160559, "loss_box_reg": 0.2324085789732635, "loss_cls": 0.21046648686751723, "loss_mask": 0.2446694988757372, "loss_rpn_cls": 0.049296573182800785, "loss_rpn_loc": 0.0742662800475955, "loss_sem_seg": 0.31723055988550186, "lr": 0.02, "mask_rcnn/accuracy": 0.8850327883156364, "mask_rcnn/false_negative": 0.09903042215254496, "mask_rcnn/false_positive": 0.12638530226781436, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5671156014941516, "total_loss": 1.1481976835639216} {"data_time": 0.011987853991740849, "eta_seconds": 61869.178751298445, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.28286713286713283, "fast_rcnn/fg_cls_accuracy": 0.6110630942091617, "iteration": 160579, "loss_box_reg": 0.23517693346366286, "loss_cls": 0.21306073921732605, "loss_mask": 0.2537782397121191, "loss_rpn_cls": 0.05317385746457148, "loss_rpn_loc": 0.09255840437253937, "loss_sem_seg": 0.3392749889753759, "lr": 0.02, "mask_rcnn/accuracy": 0.9017241791926351, "mask_rcnn/false_negative": 0.09761080207007794, "mask_rcnn/false_positive": 0.0976153441424309, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5689133669948205, "total_loss": 1.1880683553317795} {"data_time": 0.011348925501806661, "eta_seconds": 61834.78065826217, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.3219461697722567, "fast_rcnn/fg_cls_accuracy": 0.6601489757914338, "iteration": 160599, "loss_box_reg": 0.23855540854856372, "loss_cls": 0.2086888919584453, "loss_mask": 0.2666665054857731, "loss_rpn_cls": 0.04775144734594505, "loss_rpn_loc": 0.08812696760287508, "loss_sem_seg": 0.31339078256860375, "lr": 0.02, "mask_rcnn/accuracy": 0.8930024567852639, "mask_rcnn/false_negative": 0.08999190851156089, "mask_rcnn/false_positive": 0.11620219705690481, "roi_head/num_bg_samples": 432.75, "roi_head/num_fg_samples": 79.25, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.5621526835020632, "total_loss": 1.1755275965260807} {"data_time": 0.012419121994753368, "eta_seconds": 61823.476414122124, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.3264163372859025, "fast_rcnn/fg_cls_accuracy": 0.6026148099318831, "iteration": 160619, "loss_box_reg": 0.23254327452741563, "loss_cls": 0.2111935920547694, "loss_mask": 0.24711720552295446, "loss_rpn_cls": 0.04115551937138662, "loss_rpn_loc": 0.07996575556171592, "loss_sem_seg": 0.3079081487376243, "lr": 0.02, "mask_rcnn/accuracy": 0.9073500939141479, "mask_rcnn/false_negative": 0.08748325082900062, "mask_rcnn/false_positive": 0.10579642205620099, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5638105815014569, "total_loss": 1.1603770223846368} {"data_time": 0.011592195995035581, "eta_seconds": 61865.38991191557, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.3176389842141386, "fast_rcnn/fg_cls_accuracy": 0.6717227179135209, "iteration": 160639, "loss_box_reg": 0.22440027259290218, "loss_cls": 0.2109147123992443, "loss_mask": 0.24493163963779807, "loss_rpn_cls": 0.042232642183080316, "loss_rpn_loc": 0.08587722945958376, "loss_sem_seg": 0.33060667384415865, "lr": 0.02, "mask_rcnn/accuracy": 0.8985396469057444, "mask_rcnn/false_negative": 0.09970636565937857, "mask_rcnn/false_positive": 0.11242832073820189, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5701619639949058, "total_loss": 1.1502143604448065} {"data_time": 0.012594728999829385, "eta_seconds": 61870.09493858725, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.35857071464267865, "fast_rcnn/fg_cls_accuracy": 0.6146551724137931, "iteration": 160659, "loss_box_reg": 0.2253529782174155, "loss_cls": 0.21295293467119336, "loss_mask": 0.2501970836892724, "loss_rpn_cls": 0.038593834251514636, "loss_rpn_loc": 0.07296580928959884, "loss_sem_seg": 0.3210651169065386, "lr": 0.02, "mask_rcnn/accuracy": 0.8993176266540064, "mask_rcnn/false_negative": 0.0700895859143726, "mask_rcnn/false_positive": 0.12245928988829394, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5692309010046301, "total_loss": 1.1292886075825663} {"data_time": 0.011854520496854093, "eta_seconds": 61891.14010843284, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.3018166804293972, "fast_rcnn/fg_cls_accuracy": 0.6981833195706029, "iteration": 160679, "loss_box_reg": 0.2343099913559854, "loss_cls": 0.20884615927934647, "loss_mask": 0.264007237739861, "loss_rpn_cls": 0.053459722083061934, "loss_rpn_loc": 0.07183621765580028, "loss_sem_seg": 0.3099174629896879, "lr": 0.02, "mask_rcnn/accuracy": 0.9026369643374359, "mask_rcnn/false_negative": 0.091060914380038, "mask_rcnn/false_positive": 0.1155551960652785, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.56760211699293, "total_loss": 1.1182538441062206} {"data_time": 0.013655898495926522, "eta_seconds": 61896.288122486105, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.3590812613705276, "fast_rcnn/fg_cls_accuracy": 0.5894736842105264, "iteration": 160699, "loss_box_reg": 0.21366614010185003, "loss_cls": 0.18371179280802608, "loss_mask": 0.24937669560313225, "loss_rpn_cls": 0.04171886190306395, "loss_rpn_loc": 0.07009715482126921, "loss_sem_seg": 0.31355221988633275, "lr": 0.02, "mask_rcnn/accuracy": 0.900967859970075, "mask_rcnn/false_negative": 0.08338405384982514, "mask_rcnn/false_positive": 0.10694352316828445, "roi_head/num_bg_samples": 458.5, "roi_head/num_fg_samples": 53.5, "rpn/num_neg_anchors": 235.75, "rpn/num_pos_anchors": 20.25, "time": 0.5551744019976468, "total_loss": 1.0722710029658629} {"data_time": 0.013900268008001149, "eta_seconds": 61899.81799428812, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3052747252747253, "fast_rcnn/fg_cls_accuracy": 0.6437541308658294, "iteration": 160719, "loss_box_reg": 0.24571748450398445, "loss_cls": 0.21472001541405916, "loss_mask": 0.25965785793960094, "loss_rpn_cls": 0.04747151185074472, "loss_rpn_loc": 0.08894607188994996, "loss_sem_seg": 0.2961842566728592, "lr": 0.02, "mask_rcnn/accuracy": 0.9008355842336935, "mask_rcnn/false_negative": 0.09634440274022701, "mask_rcnn/false_positive": 0.10701753535450373, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5707221920092707, "total_loss": 1.1891068049008027} {"data_time": 0.011926323997613508, "eta_seconds": 61892.061176118965, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.3547932330827067, "fast_rcnn/fg_cls_accuracy": 0.594740620395209, "iteration": 160739, "loss_box_reg": 0.2129461095901206, "loss_cls": 0.1969477664679289, "loss_mask": 0.2495609149336815, "loss_rpn_cls": 0.040708559838094516, "loss_rpn_loc": 0.06411090982146561, "loss_sem_seg": 0.3011317756026983, "lr": 0.02, "mask_rcnn/accuracy": 0.8890783652055436, "mask_rcnn/false_negative": 0.08109549399961763, "mask_rcnn/false_positive": 0.13432991737353905, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.5638813940022374, "total_loss": 1.1187264199834317} {"data_time": 0.011679263494443148, "eta_seconds": 61862.310599065924, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.3, "fast_rcnn/fg_cls_accuracy": 0.6558971526755032, "iteration": 160759, "loss_box_reg": 0.23180545680224895, "loss_cls": 0.20904951938427985, "loss_mask": 0.2500692750327289, "loss_rpn_cls": 0.04574079887242988, "loss_rpn_loc": 0.07897454855265096, "loss_sem_seg": 0.3275657002814114, "lr": 0.02, "mask_rcnn/accuracy": 0.8930065424266456, "mask_rcnn/false_negative": 0.09326795329887604, "mask_rcnn/false_positive": 0.11118961539091846, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5645207235065755, "total_loss": 1.1537461560365045} {"data_time": 0.01180571349686943, "eta_seconds": 61834.65567211332, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.3478068232166593, "fast_rcnn/fg_cls_accuracy": 0.6481338481338481, "iteration": 160779, "loss_box_reg": 0.2293881024233997, "loss_cls": 0.20995874190703034, "loss_mask": 0.2506972001865506, "loss_rpn_cls": 0.05026217448175885, "loss_rpn_loc": 0.09207336764666252, "loss_sem_seg": 0.29476469615474343, "lr": 0.02, "mask_rcnn/accuracy": 0.9032207453444698, "mask_rcnn/false_negative": 0.0699681779050784, "mask_rcnn/false_positive": 0.12366722129565896, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5604638564982451, "total_loss": 1.1405404052347876} {"data_time": 0.012367900002573151, "eta_seconds": 61774.87809887521, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.40705007530120485, "fast_rcnn/fg_cls_accuracy": 0.5650245908248004, "iteration": 160799, "loss_box_reg": 0.22577006043866277, "loss_cls": 0.21900123707018793, "loss_mask": 0.24234644789248705, "loss_rpn_cls": 0.03993816307047382, "loss_rpn_loc": 0.08131799806142226, "loss_sem_seg": 0.29303444805555046, "lr": 0.02, "mask_rcnn/accuracy": 0.8927713337939343, "mask_rcnn/false_negative": 0.11164480505921437, "mask_rcnn/false_positive": 0.10478195549326885, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.5593857739950181, "total_loss": 1.0664578798168804} {"data_time": 0.011700838003889658, "eta_seconds": 61802.74852824396, "fast_rcnn/cls_accuracy": 0.91357421875, "fast_rcnn/false_negative": 0.34751283697047497, "fast_rcnn/fg_cls_accuracy": 0.6228314832375745, "iteration": 160819, "loss_box_reg": 0.23183779790997505, "loss_cls": 0.20826651458628476, "loss_mask": 0.248436925932765, "loss_rpn_cls": 0.041636844936874695, "loss_rpn_loc": 0.06543969907215796, "loss_sem_seg": 0.32222605496644974, "lr": 0.02, "mask_rcnn/accuracy": 0.8867517512868968, "mask_rcnn/false_negative": 0.09039821143861682, "mask_rcnn/false_positive": 0.14028171860308902, "roi_head/num_bg_samples": 431.25, "roi_head/num_fg_samples": 80.75, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.5692053509992547, "total_loss": 1.13073049560262} {"data_time": 0.0127674039977137, "eta_seconds": 61752.25014561512, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.29053888548683404, "fast_rcnn/fg_cls_accuracy": 0.6953766074709125, "iteration": 160839, "loss_box_reg": 0.24582867044955492, "loss_cls": 0.22312952252104878, "loss_mask": 0.2664294820278883, "loss_rpn_cls": 0.0467132463818416, "loss_rpn_loc": 0.07595694350311533, "loss_sem_seg": 0.3074267110787332, "lr": 0.02, "mask_rcnn/accuracy": 0.8837035625938687, "mask_rcnn/false_negative": 0.10361813612953209, "mask_rcnn/false_positive": 0.12076800853112675, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5601685200017528, "total_loss": 1.1806368581746938} {"data_time": 0.011808623501565307, "eta_seconds": 61789.36426795323, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.39025884212606204, "fast_rcnn/fg_cls_accuracy": 0.5567017851916887, "iteration": 160859, "loss_box_reg": 0.2261134956497699, "loss_cls": 0.20757698733359575, "loss_mask": 0.25277837505564094, "loss_rpn_cls": 0.044546109245857224, "loss_rpn_loc": 0.06511196563951671, "loss_sem_seg": 0.3621697244234383, "lr": 0.02, "mask_rcnn/accuracy": 0.8724846004749848, "mask_rcnn/false_negative": 0.0982432695135774, "mask_rcnn/false_positive": 0.1468218866428052, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5701294440004858, "total_loss": 1.1484646952230833} {"data_time": 0.012801511998986825, "eta_seconds": 61717.977563909226, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.35677094972067036, "fast_rcnn/fg_cls_accuracy": 0.6119500698324023, "iteration": 160879, "loss_box_reg": 0.2560009374283254, "loss_cls": 0.24703564308583736, "loss_mask": 0.2576293642632663, "loss_rpn_cls": 0.04505946778226644, "loss_rpn_loc": 0.07627552261692472, "loss_sem_seg": 0.3658736110664904, "lr": 0.02, "mask_rcnn/accuracy": 0.8823177248383826, "mask_rcnn/false_negative": 0.09785825083768362, "mask_rcnn/false_positive": 0.13666582379380043, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 206.75, "rpn/num_pos_anchors": 49.25, "time": 0.5586016215020209, "total_loss": 1.2069287749618525} {"data_time": 0.013284870001371019, "eta_seconds": 61668.26969697963, "fast_rcnn/cls_accuracy": 0.95849609375, "fast_rcnn/false_negative": 0.29065762565924014, "fast_rcnn/fg_cls_accuracy": 0.575462962962963, "iteration": 160899, "loss_box_reg": 0.22344497428275645, "loss_cls": 0.20979510759934783, "loss_mask": 0.24677596613764763, "loss_rpn_cls": 0.03673738166253315, "loss_rpn_loc": 0.07020330370869488, "loss_sem_seg": 0.3414498595520854, "lr": 0.02, "mask_rcnn/accuracy": 0.9056919642857142, "mask_rcnn/false_negative": 0.08454900449897752, "mask_rcnn/false_positive": 0.10378164673657059, "roi_head/num_bg_samples": 461.25, "roi_head/num_fg_samples": 50.75, "rpn/num_neg_anchors": 236.0, "rpn/num_pos_anchors": 20.0, "time": 0.5525024265007232, "total_loss": 1.133143520768499} {"data_time": 0.012914653998450376, "eta_seconds": 61676.934842218456, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.29859484777517564, "fast_rcnn/fg_cls_accuracy": 0.6531803542673108, "iteration": 160919, "loss_box_reg": 0.23210354591719806, "loss_cls": 0.21412749495357275, "loss_mask": 0.25437359791249037, "loss_rpn_cls": 0.04854326421627775, "loss_rpn_loc": 0.09711099346168339, "loss_sem_seg": 0.34174005640670657, "lr": 0.02, "mask_rcnn/accuracy": 0.8901916650735235, "mask_rcnn/false_negative": 0.07174708301695815, "mask_rcnn/false_positive": 0.1226535639256014, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 0.5746031394955935, "total_loss": 1.1974610396428034} {"data_time": 0.012499394004407804, "eta_seconds": 61626.9911902156, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3232234314980794, "fast_rcnn/fg_cls_accuracy": 0.6254120467485766, "iteration": 160939, "loss_box_reg": 0.2252427670173347, "loss_cls": 0.19391608540900052, "loss_mask": 0.24988464266061783, "loss_rpn_cls": 0.04954861670557875, "loss_rpn_loc": 0.09413873768062331, "loss_sem_seg": 0.36958490684628487, "lr": 0.02, "mask_rcnn/accuracy": 0.8915047667747513, "mask_rcnn/false_negative": 0.08869965822804907, "mask_rcnn/false_positive": 0.13290912917156844, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5594391984996037, "total_loss": 1.1768950328259962} {"data_time": 0.012353847501799464, "eta_seconds": 61607.16640272502, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.2893303348325837, "fast_rcnn/fg_cls_accuracy": 0.6767676767676767, "iteration": 160959, "loss_box_reg": 0.20115574449300766, "loss_cls": 0.18876665795687586, "loss_mask": 0.24365269858390093, "loss_rpn_cls": 0.04282186801719945, "loss_rpn_loc": 0.07210956583730876, "loss_sem_seg": 0.33419401850551367, "lr": 0.02, "mask_rcnn/accuracy": 0.9000109405214798, "mask_rcnn/false_negative": 0.0906422583383035, "mask_rcnn/false_positive": 0.1304499750485532, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5634678265050752, "total_loss": 1.0816975401976379} {"data_time": 0.011567967005248647, "eta_seconds": 61592.81301720984, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.36626499949581526, "fast_rcnn/fg_cls_accuracy": 0.5731302430493955, "iteration": 160979, "loss_box_reg": 0.21134416153654456, "loss_cls": 0.20335359103046358, "loss_mask": 0.25703530106693506, "loss_rpn_cls": 0.04780994312022813, "loss_rpn_loc": 0.0753233929281123, "loss_sem_seg": 0.33014124259352684, "lr": 0.02, "mask_rcnn/accuracy": 0.889308439941326, "mask_rcnn/false_negative": 0.10897516139835806, "mask_rcnn/false_positive": 0.12182192255149554, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5643625245065778, "total_loss": 1.1308127882657573} {"data_time": 0.012102674503694288, "eta_seconds": 61581.51376054971, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.36657050126217094, "fast_rcnn/fg_cls_accuracy": 0.5979759343373974, "iteration": 160999, "loss_box_reg": 0.2414824003353715, "loss_cls": 0.2232954427599907, "loss_mask": 0.2570547964423895, "loss_rpn_cls": 0.047583465988282114, "loss_rpn_loc": 0.09345551149453968, "loss_sem_seg": 0.3334474357543513, "lr": 0.02, "mask_rcnn/accuracy": 0.8852266894567832, "mask_rcnn/false_negative": 0.11416949816351035, "mask_rcnn/false_positive": 0.11602155997680377, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5707270479979343, "total_loss": 1.2014560781535693} {"data_time": 0.012003691503196023, "eta_seconds": 61600.440874479034, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.34116331096196867, "fast_rcnn/fg_cls_accuracy": 0.5793740573152337, "iteration": 161019, "loss_box_reg": 0.25018265401013196, "loss_cls": 0.2082048635929823, "loss_mask": 0.2726997211575508, "loss_rpn_cls": 0.0390256846731063, "loss_rpn_loc": 0.07937124388990924, "loss_sem_seg": 0.30128489900380373, "lr": 0.02, "mask_rcnn/accuracy": 0.8877116356909589, "mask_rcnn/false_negative": 0.10070984820842999, "mask_rcnn/false_positive": 0.153711547918795, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.5682839080036501, "total_loss": 1.1923230458342005} {"data_time": 0.011951838998356834, "eta_seconds": 61609.08405077846, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.38665183537263625, "fast_rcnn/fg_cls_accuracy": 0.585939046111221, "iteration": 161039, "loss_box_reg": 0.24618275929242373, "loss_cls": 0.2233630029950291, "loss_mask": 0.2548118899576366, "loss_rpn_cls": 0.048139486549189314, "loss_rpn_loc": 0.07245277258334681, "loss_sem_seg": 0.3569775060750544, "lr": 0.02, "mask_rcnn/accuracy": 0.8707218526630438, "mask_rcnn/false_negative": 0.1051214915321221, "mask_rcnn/false_positive": 0.1594923949042351, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 202.25, "rpn/num_pos_anchors": 53.75, "time": 0.577538805999211, "total_loss": 1.2221329659078037} {"data_time": 0.012309894496866036, "eta_seconds": 61572.26705035316, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.3157574901074053, "fast_rcnn/fg_cls_accuracy": 0.6476127320954908, "iteration": 161059, "loss_box_reg": 0.22882254421710968, "loss_cls": 0.21751554659567773, "loss_mask": 0.25225844513624907, "loss_rpn_cls": 0.0465219665056793, "loss_rpn_loc": 0.0806286113220267, "loss_sem_seg": 0.3504209015518427, "lr": 0.02, "mask_rcnn/accuracy": 0.8921398994380361, "mask_rcnn/false_negative": 0.08920089485252752, "mask_rcnn/false_positive": 0.12616188352619578, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5673412314936286, "total_loss": 1.1998184894328006} {"data_time": 0.011911292502190918, "eta_seconds": 61569.520047836435, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.28821961620469083, "fast_rcnn/fg_cls_accuracy": 0.6659315834767643, "iteration": 161079, "loss_box_reg": 0.23375143436715007, "loss_cls": 0.21784606901928782, "loss_mask": 0.2541375597938895, "loss_rpn_cls": 0.04508915118640289, "loss_rpn_loc": 0.08784829056821764, "loss_sem_seg": 0.3467598631978035, "lr": 0.02, "mask_rcnn/accuracy": 0.9003796161321671, "mask_rcnn/false_negative": 0.0872674137985638, "mask_rcnn/false_positive": 0.09752364309299674, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 0.5655457520042546, "total_loss": 1.1480039811867755} {"data_time": 0.013186625503294636, "eta_seconds": 61565.57847065405, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3583226632522407, "fast_rcnn/fg_cls_accuracy": 0.5908810527397964, "iteration": 161099, "loss_box_reg": 0.24237693310715258, "loss_cls": 0.2059235731139779, "loss_mask": 0.2592815672978759, "loss_rpn_cls": 0.04536300362087786, "loss_rpn_loc": 0.07290898752398789, "loss_sem_seg": 0.2847905489616096, "lr": 0.02, "mask_rcnn/accuracy": 0.8895867231449924, "mask_rcnn/false_negative": 0.09797659121889563, "mask_rcnn/false_positive": 0.10791288268992648, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5574644720036304, "total_loss": 1.1444602895935532} {"data_time": 0.012813214998459443, "eta_seconds": 61543.91685572854, "fast_rcnn/cls_accuracy": 0.9609375, "fast_rcnn/false_negative": 0.2745215311004785, "fast_rcnn/fg_cls_accuracy": 0.6415037593984962, "iteration": 161119, "loss_box_reg": 0.24043745640665293, "loss_cls": 0.23774374858476222, "loss_mask": 0.26235864870250225, "loss_rpn_cls": 0.04490509463357739, "loss_rpn_loc": 0.08117858110927045, "loss_sem_seg": 0.29520503524690866, "lr": 0.02, "mask_rcnn/accuracy": 0.9061953619166965, "mask_rcnn/false_negative": 0.0833056616820102, "mask_rcnn/false_positive": 0.1064171025022076, "roi_head/num_bg_samples": 458.75, "roi_head/num_fg_samples": 53.25, "rpn/num_neg_anchors": 235.25, "rpn/num_pos_anchors": 20.75, "time": 0.5596963240022887, "total_loss": 1.2017779946836527} {"data_time": 0.0116931484953966, "eta_seconds": 61527.05192139319, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3962768326356106, "fast_rcnn/fg_cls_accuracy": 0.5924129252252983, "iteration": 161139, "loss_box_reg": 0.21852264855988324, "loss_cls": 0.2062031151726842, "loss_mask": 0.25843919441103935, "loss_rpn_cls": 0.04251588991610333, "loss_rpn_loc": 0.08113663017866202, "loss_sem_seg": 0.31584185315296054, "lr": 0.02, "mask_rcnn/accuracy": 0.8826411688253051, "mask_rcnn/false_negative": 0.11387590579816181, "mask_rcnn/false_positive": 0.13080286380175365, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5614660819992423, "total_loss": 1.147408338772948} {"data_time": 0.013456455497362185, "eta_seconds": 61502.384314669325, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.33790291262135924, "fast_rcnn/fg_cls_accuracy": 0.6120805821317882, "iteration": 161159, "loss_box_reg": 0.227907023858279, "loss_cls": 0.22042250307276845, "loss_mask": 0.26862211152911186, "loss_rpn_cls": 0.03962692787172273, "loss_rpn_loc": 0.06286980528966524, "loss_sem_seg": 0.31936697103083134, "lr": 0.02, "mask_rcnn/accuracy": 0.8925333071196169, "mask_rcnn/false_negative": 0.08937793334457973, "mask_rcnn/false_positive": 0.13731693464934178, "roi_head/num_bg_samples": 464.25, "roi_head/num_fg_samples": 47.75, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5556600134950713, "total_loss": 1.1372595605207607} {"data_time": 0.012090750504285097, "eta_seconds": 61498.61296614433, "fast_rcnn/cls_accuracy": 0.90576171875, "fast_rcnn/false_negative": 0.35460224375318716, "fast_rcnn/fg_cls_accuracy": 0.5680902497985496, "iteration": 161179, "loss_box_reg": 0.24348101299256086, "loss_cls": 0.22445277124643326, "loss_mask": 0.25081131560727954, "loss_rpn_cls": 0.04314879725279752, "loss_rpn_loc": 0.07827240315964445, "loss_sem_seg": 0.3593705459497869, "lr": 0.02, "mask_rcnn/accuracy": 0.897267795351834, "mask_rcnn/false_negative": 0.09901327278757074, "mask_rcnn/false_positive": 0.11612991849927873, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5623221444984665, "total_loss": 1.2566626071929932} {"data_time": 0.012897337997856084, "eta_seconds": 61487.310255644305, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.2873015873015873, "fast_rcnn/fg_cls_accuracy": 0.6689497716894977, "iteration": 161199, "loss_box_reg": 0.2391794752329588, "loss_cls": 0.23008878668770194, "loss_mask": 0.24932944308966398, "loss_rpn_cls": 0.0426828078343533, "loss_rpn_loc": 0.07710220955777913, "loss_sem_seg": 0.30317965568974614, "lr": 0.02, "mask_rcnn/accuracy": 0.9022533468049324, "mask_rcnn/false_negative": 0.08935411326972982, "mask_rcnn/false_positive": 0.10322316191482175, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5623330835005618, "total_loss": 1.1905580550665036} {"data_time": 0.012246897997101769, "eta_seconds": 61487.39283697804, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.38338206627680316, "fast_rcnn/fg_cls_accuracy": 0.577579365079365, "iteration": 161219, "loss_box_reg": 0.22345889685675502, "loss_cls": 0.22188333957456052, "loss_mask": 0.26054074615240097, "loss_rpn_cls": 0.05119405666482635, "loss_rpn_loc": 0.07703729311469942, "loss_sem_seg": 0.34813384898006916, "lr": 0.02, "mask_rcnn/accuracy": 0.898839375559358, "mask_rcnn/false_negative": 0.09766874584116964, "mask_rcnn/false_positive": 0.11947418166997692, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 207.5, "rpn/num_pos_anchors": 48.5, "time": 0.5698707319970708, "total_loss": 1.1947647904453333} {"data_time": 0.012812431006750558, "eta_seconds": 61486.43152998416, "fast_rcnn/cls_accuracy": 0.91064453125, "fast_rcnn/false_negative": 0.39433578867157737, "fast_rcnn/fg_cls_accuracy": 0.5476413089672758, "iteration": 161239, "loss_box_reg": 0.24153015948832035, "loss_cls": 0.23069207672961056, "loss_mask": 0.2600200641900301, "loss_rpn_cls": 0.04692715023702476, "loss_rpn_loc": 0.07364840088121127, "loss_sem_seg": 0.3235611841082573, "lr": 0.02, "mask_rcnn/accuracy": 0.8753970927993839, "mask_rcnn/false_negative": 0.11580955026004819, "mask_rcnn/false_positive": 0.14093107432408605, "roi_head/num_bg_samples": 427.25, "roi_head/num_fg_samples": 84.75, "rpn/num_neg_anchors": 200.25, "rpn/num_pos_anchors": 55.75, "time": 0.5709181670026737, "total_loss": 1.1973635093891062} {"data_time": 0.011650950502371415, "eta_seconds": 61493.773580081295, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.353099730458221, "fast_rcnn/fg_cls_accuracy": 0.6331262939958592, "iteration": 161259, "loss_box_reg": 0.2248944235034287, "loss_cls": 0.21281557180918753, "loss_mask": 0.25876661483198404, "loss_rpn_cls": 0.053555488178972155, "loss_rpn_loc": 0.08176140030263923, "loss_sem_seg": 0.34737025666981936, "lr": 0.02, "mask_rcnn/accuracy": 0.8926526737542307, "mask_rcnn/false_negative": 0.10078469583638855, "mask_rcnn/false_positive": 0.13664072384604226, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5777977260004263, "total_loss": 1.167470131884329} {"data_time": 0.011399166003684513, "eta_seconds": 61456.46651353573, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.24236428209030947, "fast_rcnn/fg_cls_accuracy": 0.6526001148645121, "iteration": 161279, "loss_box_reg": 0.21883784094825387, "loss_cls": 0.19001021469011903, "loss_mask": 0.2490326901897788, "loss_rpn_cls": 0.03921581864779, "loss_rpn_loc": 0.06571214605355635, "loss_sem_seg": 0.33629016717895865, "lr": 0.02, "mask_rcnn/accuracy": 0.8870715091472773, "mask_rcnn/false_negative": 0.10007702166649157, "mask_rcnn/false_positive": 0.11558614638864632, "roi_head/num_bg_samples": 458.25, "roi_head/num_fg_samples": 53.75, "rpn/num_neg_anchors": 236.25, "rpn/num_pos_anchors": 19.75, "time": 0.5587419834992033, "total_loss": 1.13989696232602} {"data_time": 0.012061823996191379, "eta_seconds": 61462.07400265847, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.2830668604651163, "fast_rcnn/fg_cls_accuracy": 0.657109743122055, "iteration": 161299, "loss_box_reg": 0.22441600169986486, "loss_cls": 0.2034246192779392, "loss_mask": 0.2573810676112771, "loss_rpn_cls": 0.035960958077339455, "loss_rpn_loc": 0.0812166241084924, "loss_sem_seg": 0.302840877790004, "lr": 0.02, "mask_rcnn/accuracy": 0.8792077916661187, "mask_rcnn/false_negative": 0.09903532374632132, "mask_rcnn/false_positive": 0.1437887615960163, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5671484339982271, "total_loss": 1.113355975758168} {"data_time": 0.012517997500253841, "eta_seconds": 61511.395516034136, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.4008954008954009, "fast_rcnn/fg_cls_accuracy": 0.5795971410006497, "iteration": 161319, "loss_box_reg": 0.23057780973613262, "loss_cls": 0.19106832053512335, "loss_mask": 0.25721647311002016, "loss_rpn_cls": 0.038673339076922275, "loss_rpn_loc": 0.06662861561926547, "loss_sem_seg": 0.3171116868034005, "lr": 0.02, "mask_rcnn/accuracy": 0.8879647277210654, "mask_rcnn/false_negative": 0.08738860095910586, "mask_rcnn/false_positive": 0.1369959607902199, "roi_head/num_bg_samples": 462.25, "roi_head/num_fg_samples": 49.75, "rpn/num_neg_anchors": 237.0, "rpn/num_pos_anchors": 19.0, "time": 0.57567869250488, "total_loss": 1.0738391746999696} {"data_time": 0.012303966002946254, "eta_seconds": 61549.44438807718, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.37443977591036415, "fast_rcnn/fg_cls_accuracy": 0.606645285881785, "iteration": 161339, "loss_box_reg": 0.22078694542869925, "loss_cls": 0.20811352971941233, "loss_mask": 0.2492702193558216, "loss_rpn_cls": 0.04354128730483353, "loss_rpn_loc": 0.07334547041682526, "loss_sem_seg": 0.28203318547457457, "lr": 0.02, "mask_rcnn/accuracy": 0.8834260380129706, "mask_rcnn/false_negative": 0.09087038816074391, "mask_rcnn/false_positive": 0.1430814270969546, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5821250384979066, "total_loss": 1.1588819439639337} {"data_time": 0.0122633435021271, "eta_seconds": 61560.6942115213, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.35222886029411765, "fast_rcnn/fg_cls_accuracy": 0.6174172794117647, "iteration": 161359, "loss_box_reg": 0.23741588834673166, "loss_cls": 0.21155478432774544, "loss_mask": 0.2512712061870843, "loss_rpn_cls": 0.04375759232789278, "loss_rpn_loc": 0.0896436385664856, "loss_sem_seg": 0.28567158174701035, "lr": 0.02, "mask_rcnn/accuracy": 0.8976437003372777, "mask_rcnn/false_negative": 0.10564236417871233, "mask_rcnn/false_positive": 0.12546476619778668, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.5691565184970386, "total_loss": 1.13269629808201} {"data_time": 0.012122099491534755, "eta_seconds": 61513.368800617776, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3915673864482502, "fast_rcnn/fg_cls_accuracy": 0.5919467787114846, "iteration": 161379, "loss_box_reg": 0.21798278810456395, "loss_cls": 0.20414623292163014, "loss_mask": 0.25445129815489054, "loss_rpn_cls": 0.056589872314361855, "loss_rpn_loc": 0.07485224076663144, "loss_sem_seg": 0.3172168848104775, "lr": 0.02, "mask_rcnn/accuracy": 0.8987088099991549, "mask_rcnn/false_negative": 0.09288701349030727, "mask_rcnn/false_positive": 0.13737428375422972, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5622218124990468, "total_loss": 1.103835745685501} {"data_time": 0.012572975996590685, "eta_seconds": 61515.45825999733, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.3010878010878011, "fast_rcnn/fg_cls_accuracy": 0.6324037408374757, "iteration": 161399, "loss_box_reg": 0.23589319456368685, "loss_cls": 0.21452705468982458, "loss_mask": 0.250641155987978, "loss_rpn_cls": 0.04116438893834129, "loss_rpn_loc": 0.08476602676091716, "loss_sem_seg": 0.29870445746928453, "lr": 0.02, "mask_rcnn/accuracy": 0.8920648124966166, "mask_rcnn/false_negative": 0.09433554191264025, "mask_rcnn/false_positive": 0.11163933615409816, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.5715119294982287, "total_loss": 1.0977825612790184} {"data_time": 0.012968585993803572, "eta_seconds": 61526.69561382162, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.3770724534807078, "fast_rcnn/fg_cls_accuracy": 0.5735993174338764, "iteration": 161419, "loss_box_reg": 0.22495145304128528, "loss_cls": 0.2102883595507592, "loss_mask": 0.24696787260472775, "loss_rpn_cls": 0.04113161479472183, "loss_rpn_loc": 0.07384217716753483, "loss_sem_seg": 0.29612349439412355, "lr": 0.02, "mask_rcnn/accuracy": 0.8914162887377173, "mask_rcnn/false_negative": 0.10315958778079173, "mask_rcnn/false_positive": 0.13039571815572354, "roi_head/num_bg_samples": 431.75, "roi_head/num_fg_samples": 80.25, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.5725683049968211, "total_loss": 1.127190902698203} {"data_time": 0.01274964398908196, "eta_seconds": 61515.362747921725, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.38350086870191114, "fast_rcnn/fg_cls_accuracy": 0.5721953338297344, "iteration": 161439, "loss_box_reg": 0.240737437736243, "loss_cls": 0.23207000782713294, "loss_mask": 0.2627408178523183, "loss_rpn_cls": 0.047066029481356964, "loss_rpn_loc": 0.08638332789996639, "loss_sem_seg": 0.3046898818574846, "lr": 0.02, "mask_rcnn/accuracy": 0.8853415650611389, "mask_rcnn/false_negative": 0.09192675247648463, "mask_rcnn/false_positive": 0.14014779997048907, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.571216602496861, "total_loss": 1.203887331095757} {"data_time": 0.012208428997837473, "eta_seconds": 61525.566425228375, "fast_rcnn/cls_accuracy": 0.91259765625, "fast_rcnn/false_negative": 0.36310473152578415, "fast_rcnn/fg_cls_accuracy": 0.5901934322986955, "iteration": 161459, "loss_box_reg": 0.23307784739881754, "loss_cls": 0.2206784193404019, "loss_mask": 0.26700765546411276, "loss_rpn_cls": 0.03762189278495498, "loss_rpn_loc": 0.07057988899759948, "loss_sem_seg": 0.3356517155189067, "lr": 0.02, "mask_rcnn/accuracy": 0.8735253872935604, "mask_rcnn/false_negative": 0.10744665554061342, "mask_rcnn/false_positive": 0.12948120367303267, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.5809134314986295, "total_loss": 1.2017684511884} {"data_time": 0.012129798000387382, "eta_seconds": 61509.47723905033, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.27636876006441224, "fast_rcnn/fg_cls_accuracy": 0.7030246913580247, "iteration": 161479, "loss_box_reg": 0.2356628179550171, "loss_cls": 0.2122098938561976, "loss_mask": 0.2561596492305398, "loss_rpn_cls": 0.04132846218999475, "loss_rpn_loc": 0.0790023646550253, "loss_sem_seg": 0.3206395744346082, "lr": 0.02, "mask_rcnn/accuracy": 0.8863800213761395, "mask_rcnn/false_negative": 0.09369538622095969, "mask_rcnn/false_positive": 0.1257070902955113, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5521369099951698, "total_loss": 1.1497995725367218} {"data_time": 0.012068295996868983, "eta_seconds": 61516.73287275303, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.38031589673913047, "fast_rcnn/fg_cls_accuracy": 0.6082346661490683, "iteration": 161499, "loss_box_reg": 0.238855236209929, "loss_cls": 0.212742333766073, "loss_mask": 0.25486088544130325, "loss_rpn_cls": 0.04086866008583456, "loss_rpn_loc": 0.07633613847428933, "loss_sem_seg": 0.3087605140171945, "lr": 0.02, "mask_rcnn/accuracy": 0.887288443162189, "mask_rcnn/false_negative": 0.11121119202305407, "mask_rcnn/false_positive": 0.09634978558808169, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5739013034981326, "total_loss": 1.1231549681688193} {"data_time": 0.011848417008877732, "eta_seconds": 61486.80532219035, "fast_rcnn/cls_accuracy": 0.9130859375, "fast_rcnn/false_negative": 0.3620507399577167, "fast_rcnn/fg_cls_accuracy": 0.5946196660482375, "iteration": 161519, "loss_box_reg": 0.22145184269174933, "loss_cls": 0.2191664194688201, "loss_mask": 0.2580782137811184, "loss_rpn_cls": 0.03968956040625926, "loss_rpn_loc": 0.0781474614632316, "loss_sem_seg": 0.30252319294959307, "lr": 0.02, "mask_rcnn/accuracy": 0.8952664581961817, "mask_rcnn/false_negative": 0.08899066782024342, "mask_rcnn/false_positive": 0.11781737032690004, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5573621504954644, "total_loss": 1.1497635398045531} {"data_time": 0.01213093550177291, "eta_seconds": 61480.21908814821, "fast_rcnn/cls_accuracy": 0.9072265625, "fast_rcnn/false_negative": 0.37260073260073256, "fast_rcnn/fg_cls_accuracy": 0.5471428571428572, "iteration": 161539, "loss_box_reg": 0.22633443493396044, "loss_cls": 0.23446515947580338, "loss_mask": 0.25082776229828596, "loss_rpn_cls": 0.04480770730879158, "loss_rpn_loc": 0.06913838093169034, "loss_sem_seg": 0.3580407928675413, "lr": 0.02, "mask_rcnn/accuracy": 0.8922128466771324, "mask_rcnn/false_negative": 0.1027963530755141, "mask_rcnn/false_positive": 0.1209605018119421, "roi_head/num_bg_samples": 431.25, "roi_head/num_fg_samples": 80.75, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.577283239501412, "total_loss": 1.1740808310860302} {"data_time": 0.012676594000367913, "eta_seconds": 61479.234410859724, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.26859283039058324, "fast_rcnn/fg_cls_accuracy": 0.7111523611523611, "iteration": 161559, "loss_box_reg": 0.22432727715931833, "loss_cls": 0.2132108099758625, "loss_mask": 0.24987881630659103, "loss_rpn_cls": 0.04378148520481773, "loss_rpn_loc": 0.07510301051661372, "loss_sem_seg": 0.2939951049629599, "lr": 0.02, "mask_rcnn/accuracy": 0.9005193067414299, "mask_rcnn/false_negative": 0.08846907306714875, "mask_rcnn/false_positive": 0.10658967031776564, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5738508230060688, "total_loss": 1.1420601380523294} {"data_time": 0.013601870501588564, "eta_seconds": 61520.644273076396, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.33326732673267323, "fast_rcnn/fg_cls_accuracy": 0.6096609660966097, "iteration": 161579, "loss_box_reg": 0.24199753161519766, "loss_cls": 0.22324666916392744, "loss_mask": 0.2588370367884636, "loss_rpn_cls": 0.04327300685690716, "loss_rpn_loc": 0.06825492405914702, "loss_sem_seg": 0.2987188489641994, "lr": 0.02, "mask_rcnn/accuracy": 0.8960878514951549, "mask_rcnn/false_negative": 0.09960369744343736, "mask_rcnn/false_positive": 0.10871089174479927, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 0.5765373510002973, "total_loss": 1.142634420946706} {"data_time": 0.011772276506235357, "eta_seconds": 61506.933308247724, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.3637812727714355, "fast_rcnn/fg_cls_accuracy": 0.5954545454545455, "iteration": 161599, "loss_box_reg": 0.24443426309153438, "loss_cls": 0.2224967060610652, "loss_mask": 0.24468142539262772, "loss_rpn_cls": 0.04653261895873584, "loss_rpn_loc": 0.07466971964458935, "loss_sem_seg": 0.31793745793402195, "lr": 0.02, "mask_rcnn/accuracy": 0.8911374503542693, "mask_rcnn/false_negative": 0.08254256891545084, "mask_rcnn/false_positive": 0.13052645903908544, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.562408758996753, "total_loss": 1.1430648639143328} {"data_time": 0.012415642500855029, "eta_seconds": 61518.89628857669, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.33658854166666663, "fast_rcnn/fg_cls_accuracy": 0.6306022408963585, "iteration": 161619, "loss_box_reg": 0.24573937198147178, "loss_cls": 0.2202969396021217, "loss_mask": 0.2597487326711416, "loss_rpn_cls": 0.04749485968204681, "loss_rpn_loc": 0.07311991721508093, "loss_sem_seg": 0.31065240362659097, "lr": 0.02, "mask_rcnn/accuracy": 0.8962420195350868, "mask_rcnn/false_negative": 0.08859627504346408, "mask_rcnn/false_positive": 0.11897983259016164, "roi_head/num_bg_samples": 431.25, "roi_head/num_fg_samples": 80.75, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5689169514953392, "total_loss": 1.1537921226554317} {"data_time": 0.011972334505117033, "eta_seconds": 61491.75629326882, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.34930555555555554, "fast_rcnn/fg_cls_accuracy": 0.600531914893617, "iteration": 161639, "loss_box_reg": 0.22732585109770298, "loss_cls": 0.2127648605965078, "loss_mask": 0.2428228035569191, "loss_rpn_cls": 0.04491276617045514, "loss_rpn_loc": 0.066475874860771, "loss_sem_seg": 0.3312949794344604, "lr": 0.02, "mask_rcnn/accuracy": 0.8981305482492192, "mask_rcnn/false_negative": 0.08392616285249174, "mask_rcnn/false_positive": 0.10301561457141228, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5666794279968599, "total_loss": 1.1339391213550698} {"data_time": 0.012731996997899842, "eta_seconds": 61475.25037759631, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.39000276548672563, "fast_rcnn/fg_cls_accuracy": 0.5449427480916031, "iteration": 161659, "loss_box_reg": 0.22168549476191401, "loss_cls": 0.20853923819959164, "loss_mask": 0.2581981539260596, "loss_rpn_cls": 0.049103431636467576, "loss_rpn_loc": 0.07633947840076871, "loss_sem_seg": 0.315980713814497, "lr": 0.02, "mask_rcnn/accuracy": 0.8955856756765206, "mask_rcnn/false_negative": 0.08128582645159203, "mask_rcnn/false_positive": 0.11470285904554889, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5674717929941835, "total_loss": 1.172286319822888} {"data_time": 0.012585657997988164, "eta_seconds": 61418.26122871882, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.3912671551307323, "fast_rcnn/fg_cls_accuracy": 0.5728047011566928, "iteration": 161679, "loss_box_reg": 0.22566992789506912, "loss_cls": 0.20431946543976665, "loss_mask": 0.2582685053348541, "loss_rpn_cls": 0.038330734823830426, "loss_rpn_loc": 0.06515996731468476, "loss_sem_seg": 0.33975914819166064, "lr": 0.02, "mask_rcnn/accuracy": 0.8983810413684865, "mask_rcnn/false_negative": 0.09162120590863997, "mask_rcnn/false_positive": 0.09716502566696716, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.5611218925041612, "total_loss": 1.1444909162819386} {"data_time": 0.013155289001588244, "eta_seconds": 61406.92118177894, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.2953473413379074, "fast_rcnn/fg_cls_accuracy": 0.645245919016324, "iteration": 161699, "loss_box_reg": 0.24494205857627094, "loss_cls": 0.22443187609314919, "loss_mask": 0.26350193843245506, "loss_rpn_cls": 0.04982434163684957, "loss_rpn_loc": 0.08152446080930531, "loss_sem_seg": 0.3270677672699094, "lr": 0.02, "mask_rcnn/accuracy": 0.8915112302726167, "mask_rcnn/false_negative": 0.09792877816534275, "mask_rcnn/false_positive": 0.12344136592640756, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.562315855990164, "total_loss": 1.1911239706678316} {"data_time": 0.01236971199978143, "eta_seconds": 61407.16915174584, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.30133708655876146, "fast_rcnn/fg_cls_accuracy": 0.6605800214822771, "iteration": 161719, "loss_box_reg": 0.2151770330965519, "loss_cls": 0.198022905504331, "loss_mask": 0.24129162589088082, "loss_rpn_cls": 0.033335255429847166, "loss_rpn_loc": 0.05299120940617286, "loss_sem_seg": 0.3340302109718323, "lr": 0.02, "mask_rcnn/accuracy": 0.9033793229493579, "mask_rcnn/false_negative": 0.08451969061627393, "mask_rcnn/false_positive": 0.0994384583832405, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 238.0, "rpn/num_pos_anchors": 18.0, "time": 0.5726265545017668, "total_loss": 1.086728969024989} {"data_time": 0.011948079503781628, "eta_seconds": 61435.00916441871, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.33771929824561403, "fast_rcnn/fg_cls_accuracy": 0.5651450053705693, "iteration": 161739, "loss_box_reg": 0.21416953508742154, "loss_cls": 0.19698815187439322, "loss_mask": 0.24812467116862535, "loss_rpn_cls": 0.03848983644274995, "loss_rpn_loc": 0.06897184520494193, "loss_sem_seg": 0.31133617740124464, "lr": 0.02, "mask_rcnn/accuracy": 0.8913657937664862, "mask_rcnn/false_negative": 0.10562485990145201, "mask_rcnn/false_positive": 0.11664709005613033, "roi_head/num_bg_samples": 457.25, "roi_head/num_fg_samples": 54.75, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5754393820025143, "total_loss": 1.1615048132953234} {"data_time": 0.011722644507244695, "eta_seconds": 61460.2101257357, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.3283811475409836, "fast_rcnn/fg_cls_accuracy": 0.6108419139915203, "iteration": 161759, "loss_box_reg": 0.22153485054150224, "loss_cls": 0.1987622776068747, "loss_mask": 0.2507572462782264, "loss_rpn_cls": 0.04287565915728919, "loss_rpn_loc": 0.07283983493107371, "loss_sem_seg": 0.3042951966635883, "lr": 0.02, "mask_rcnn/accuracy": 0.9002182093309765, "mask_rcnn/false_negative": 0.10109769575239941, "mask_rcnn/false_positive": 0.08019331868957845, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 237.0, "rpn/num_pos_anchors": 19.0, "time": 0.5710954560054233, "total_loss": 1.1325809019617736} {"data_time": 0.011616499999945518, "eta_seconds": 61448.85394644583, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.3500987654320988, "fast_rcnn/fg_cls_accuracy": 0.6244691358024692, "iteration": 161779, "loss_box_reg": 0.23027145909145474, "loss_cls": 0.21406886726617813, "loss_mask": 0.25082635413855314, "loss_rpn_cls": 0.04537453793454915, "loss_rpn_loc": 0.07150166312931105, "loss_sem_seg": 0.3178458248730749, "lr": 0.02, "mask_rcnn/accuracy": 0.9057257588334129, "mask_rcnn/false_negative": 0.08119617645473223, "mask_rcnn/false_positive": 0.11106100704366281, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5653543610023917, "total_loss": 1.131140314755612} {"data_time": 0.013533837998693343, "eta_seconds": 61469.736147890595, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.35329763756738175, "fast_rcnn/fg_cls_accuracy": 0.6123126976126105, "iteration": 161799, "loss_box_reg": 0.22875410318374634, "loss_cls": 0.20140246325172484, "loss_mask": 0.25005207769572735, "loss_rpn_cls": 0.05081767664523795, "loss_rpn_loc": 0.08804063036222942, "loss_sem_seg": 0.34821515157818794, "lr": 0.02, "mask_rcnn/accuracy": 0.8756216896200955, "mask_rcnn/false_negative": 0.09571317446128273, "mask_rcnn/false_positive": 0.1523901181165303, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5694721744948765, "total_loss": 1.2041032316919882} {"data_time": 0.01234930100326892, "eta_seconds": 61443.52405817449, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.32431221671761357, "fast_rcnn/fg_cls_accuracy": 0.6481562774363476, "iteration": 161819, "loss_box_reg": 0.22178114717826247, "loss_cls": 0.2239156193099916, "loss_mask": 0.24888823833316565, "loss_rpn_cls": 0.045088333543390036, "loss_rpn_loc": 0.07499924456351437, "loss_sem_seg": 0.3602074645459652, "lr": 0.02, "mask_rcnn/accuracy": 0.9140250255493465, "mask_rcnn/false_negative": 0.07406670469842491, "mask_rcnn/false_positive": 0.09819372635679122, "roi_head/num_bg_samples": 461.25, "roi_head/num_fg_samples": 50.75, "rpn/num_neg_anchors": 238.5, "rpn/num_pos_anchors": 17.5, "time": 0.5616981405037222, "total_loss": 1.2413077435048763} {"data_time": 0.013248893497802783, "eta_seconds": 61457.059217054484, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.4359896823241922, "fast_rcnn/fg_cls_accuracy": 0.5488853503184714, "iteration": 161839, "loss_box_reg": 0.23593364842236042, "loss_cls": 0.2207733686082065, "loss_mask": 0.25222218222916126, "loss_rpn_cls": 0.053630639507900923, "loss_rpn_loc": 0.07493281690403819, "loss_sem_seg": 0.3469429226242937, "lr": 0.02, "mask_rcnn/accuracy": 0.8840242091223016, "mask_rcnn/false_negative": 0.08528612635640799, "mask_rcnn/false_positive": 0.15266745770386864, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5673950999989756, "total_loss": 1.1665069689333905} {"data_time": 0.012156180499005131, "eta_seconds": 61428.11598227876, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.3682839912280702, "fast_rcnn/fg_cls_accuracy": 0.5467803030303031, "iteration": 161859, "loss_box_reg": 0.2499703373759985, "loss_cls": 0.22701676841825247, "loss_mask": 0.2512580035254359, "loss_rpn_cls": 0.04184314936719602, "loss_rpn_loc": 0.08479812531732023, "loss_sem_seg": 0.3414612887427211, "lr": 0.02, "mask_rcnn/accuracy": 0.9032445566059866, "mask_rcnn/false_negative": 0.07662058203017164, "mask_rcnn/false_positive": 0.10670814465924286, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.563035684011993, "total_loss": 1.1956089694867842} {"data_time": 0.013434830492769834, "eta_seconds": 61434.33122481438, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.34992033686127233, "fast_rcnn/fg_cls_accuracy": 0.525408580183861, "iteration": 161879, "loss_box_reg": 0.22057794709689915, "loss_cls": 0.20817936910316348, "loss_mask": 0.2438926729373634, "loss_rpn_cls": 0.036469072598265484, "loss_rpn_loc": 0.07904535467969254, "loss_sem_seg": 0.33244361681863666, "lr": 0.02, "mask_rcnn/accuracy": 0.8885953040389852, "mask_rcnn/false_negative": 0.10519122944330224, "mask_rcnn/false_positive": 0.11633966429547148, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5641042729985202, "total_loss": 1.1306402524496661} {"data_time": 0.011732535509509034, "eta_seconds": 61429.354160322735, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3139475908706678, "fast_rcnn/fg_cls_accuracy": 0.6503246753246753, "iteration": 161899, "loss_box_reg": 0.2396176061592996, "loss_cls": 0.23098595440387726, "loss_mask": 0.2504042172804475, "loss_rpn_cls": 0.04481691954424605, "loss_rpn_loc": 0.07496553275268525, "loss_sem_seg": 0.3235949114896357, "lr": 0.02, "mask_rcnn/accuracy": 0.9069191597093382, "mask_rcnn/false_negative": 0.08068127762163588, "mask_rcnn/false_positive": 0.10419294361714794, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5611733400000958, "total_loss": 1.1850116619316395} {"data_time": 0.012546279504022095, "eta_seconds": 61377.18159561702, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.36330657610373573, "fast_rcnn/fg_cls_accuracy": 0.604899906048999, "iteration": 161919, "loss_box_reg": 0.1988918180577457, "loss_cls": 0.20605946658179164, "loss_mask": 0.25589593406766653, "loss_rpn_cls": 0.04253158427309245, "loss_rpn_loc": 0.06850705674150959, "loss_sem_seg": 0.2929271589964628, "lr": 0.02, "mask_rcnn/accuracy": 0.8851501387103716, "mask_rcnn/false_negative": 0.09744354783567509, "mask_rcnn/false_positive": 0.11639188042831508, "roi_head/num_bg_samples": 461.0, "roi_head/num_fg_samples": 51.0, "rpn/num_neg_anchors": 235.75, "rpn/num_pos_anchors": 20.25, "time": 0.5590682590045617, "total_loss": 1.1085274769684474} {"data_time": 0.013178509005228989, "eta_seconds": 61390.20118000024, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.3645475618131868, "fast_rcnn/fg_cls_accuracy": 0.5845832726566671, "iteration": 161939, "loss_box_reg": 0.23077818844467402, "loss_cls": 0.2096423450857401, "loss_mask": 0.25432582572102547, "loss_rpn_cls": 0.04783170437440276, "loss_rpn_loc": 0.07734045493998565, "loss_sem_seg": 0.3208482046611607, "lr": 0.02, "mask_rcnn/accuracy": 0.8897035782395142, "mask_rcnn/false_negative": 0.0806778380087641, "mask_rcnn/false_positive": 0.13220528015432198, "roi_head/num_bg_samples": 432.5, "roi_head/num_fg_samples": 79.5, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.5751816545089241, "total_loss": 1.1813300792709924} {"data_time": 0.013219128501077648, "eta_seconds": 61388.875240334164, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.3562365182083492, "fast_rcnn/fg_cls_accuracy": 0.6092774308652988, "iteration": 161959, "loss_box_reg": 0.22698321426287293, "loss_cls": 0.2045973902568221, "loss_mask": 0.257011785171926, "loss_rpn_cls": 0.04098740528570488, "loss_rpn_loc": 0.07850342337042093, "loss_sem_seg": 0.33530915761366487, "lr": 0.02, "mask_rcnn/accuracy": 0.8917644720123142, "mask_rcnn/false_negative": 0.10434576897396827, "mask_rcnn/false_positive": 0.12141012643131507, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5673033405037131, "total_loss": 1.163268674252322} {"data_time": 0.01240228350070538, "eta_seconds": 61383.89344920234, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.2645293445121951, "fast_rcnn/fg_cls_accuracy": 0.6915633979885057, "iteration": 161979, "loss_box_reg": 0.23985168896615505, "loss_cls": 0.2205472830682993, "loss_mask": 0.24709927150979638, "loss_rpn_cls": 0.03927239199401811, "loss_rpn_loc": 0.07273398284451105, "loss_sem_seg": 0.3064376451075077, "lr": 0.02, "mask_rcnn/accuracy": 0.910846041840339, "mask_rcnn/false_negative": 0.08416839129568887, "mask_rcnn/false_positive": 0.10603680528085915, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 236.0, "rpn/num_pos_anchors": 20.0, "time": 0.5694354095030576, "total_loss": 1.1748755262815394} {"data_time": 0.01195173949963646, "eta_seconds": 61366.14724809406, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.3157218442932729, "fast_rcnn/fg_cls_accuracy": 0.6086783439490446, "iteration": 161999, "loss_box_reg": 0.2449212479405105, "loss_cls": 0.2322591117117554, "loss_mask": 0.25952844228595495, "loss_rpn_cls": 0.05079714325256646, "loss_rpn_loc": 0.08571837085764855, "loss_sem_seg": 0.30052056442946196, "lr": 0.02, "mask_rcnn/accuracy": 0.8941744679208955, "mask_rcnn/false_negative": 0.07684575338208932, "mask_rcnn/false_positive": 0.1421971570743002, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5661494884989224, "total_loss": 1.19892407261068} {"data_time": 0.013233507503173314, "eta_seconds": 61340.34835212981, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.3333333333333333, "fast_rcnn/fg_cls_accuracy": 0.5455147302217809, "iteration": 162019, "loss_box_reg": 0.21634676214307547, "loss_cls": 0.19706127559766173, "loss_mask": 0.24846704304218292, "loss_rpn_cls": 0.04125536294304766, "loss_rpn_loc": 0.06791758415056393, "loss_sem_seg": 0.30229987297207117, "lr": 0.02, "mask_rcnn/accuracy": 0.8978444795184262, "mask_rcnn/false_negative": 0.09253093905267906, "mask_rcnn/false_positive": 0.11901277078676573, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.5511443570067058, "total_loss": 1.1005888127838261} {"data_time": 0.012928622498293407, "eta_seconds": 61301.22361567753, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.396484289167216, "fast_rcnn/fg_cls_accuracy": 0.603515710832784, "iteration": 162039, "loss_box_reg": 0.2148793749511242, "loss_cls": 0.20175675489008427, "loss_mask": 0.25726473703980446, "loss_rpn_cls": 0.04323286982253194, "loss_rpn_loc": 0.0649105794436764, "loss_sem_seg": 0.344221563776955, "lr": 0.02, "mask_rcnn/accuracy": 0.8946824692609963, "mask_rcnn/false_negative": 0.08968426605806079, "mask_rcnn/false_positive": 0.12791791812287978, "roi_head/num_bg_samples": 459.0, "roi_head/num_fg_samples": 53.0, "rpn/num_neg_anchors": 237.25, "rpn/num_pos_anchors": 18.75, "time": 0.562917834999098, "total_loss": 1.1568792107282206} {"data_time": 0.012998329504625872, "eta_seconds": 61287.68972740874, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.32889695755602855, "fast_rcnn/fg_cls_accuracy": 0.6692579208336835, "iteration": 162059, "loss_box_reg": 0.24853808665648103, "loss_cls": 0.22232525423169136, "loss_mask": 0.2614696156233549, "loss_rpn_cls": 0.04906993597978726, "loss_rpn_loc": 0.07098884719016496, "loss_sem_seg": 0.32485998538322747, "lr": 0.02, "mask_rcnn/accuracy": 0.8884443198298155, "mask_rcnn/false_negative": 0.08998497103078862, "mask_rcnn/false_positive": 0.12263182424218333, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.5673407945068902, "total_loss": 1.1566615353804082} {"data_time": 0.012422405001416337, "eta_seconds": 61205.41755199521, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.38172596295207295, "fast_rcnn/fg_cls_accuracy": 0.6014597039473684, "iteration": 162079, "loss_box_reg": 0.2170798210427165, "loss_cls": 0.21269057190511376, "loss_mask": 0.26134076435118914, "loss_rpn_cls": 0.041147680254653096, "loss_rpn_loc": 0.07433581445366144, "loss_sem_seg": 0.30636056582443416, "lr": 0.02, "mask_rcnn/accuracy": 0.8896570545601921, "mask_rcnn/false_negative": 0.08587122396281403, "mask_rcnn/false_positive": 0.13881946527036637, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.5511080549986218, "total_loss": 1.1434956012235489} {"data_time": 0.013018569501582533, "eta_seconds": 61194.074918485145, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.33953328166709723, "fast_rcnn/fg_cls_accuracy": 0.5587912087912088, "iteration": 162099, "loss_box_reg": 0.24034134857356548, "loss_cls": 0.21755840349942446, "loss_mask": 0.2623798530548811, "loss_rpn_cls": 0.04592091848462587, "loss_rpn_loc": 0.0861282282276079, "loss_sem_seg": 0.30149332131259143, "lr": 0.02, "mask_rcnn/accuracy": 0.8897801328323538, "mask_rcnn/false_negative": 0.09209526619532121, "mask_rcnn/false_positive": 0.1306670519554614, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.565617968000879, "total_loss": 1.1845757314440561} {"data_time": 0.012516786002379376, "eta_seconds": 61156.52281168356, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.3666053947762151, "fast_rcnn/fg_cls_accuracy": 0.5905709079866384, "iteration": 162119, "loss_box_reg": 0.23555505415424705, "loss_cls": 0.22059023613110185, "loss_mask": 0.2634271243587136, "loss_rpn_cls": 0.048512027598917484, "loss_rpn_loc": 0.09342341870069504, "loss_sem_seg": 0.2951542013324797, "lr": 0.02, "mask_rcnn/accuracy": 0.8903608703201786, "mask_rcnn/false_negative": 0.09777646200703792, "mask_rcnn/false_positive": 0.12614351436894367, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.5584920750043239, "total_loss": 1.156157085846644} {"data_time": 0.011988221493083984, "eta_seconds": 61145.18503713351, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.3572774609471857, "fast_rcnn/fg_cls_accuracy": 0.588, "iteration": 162139, "loss_box_reg": 0.24620276736095548, "loss_cls": 0.2234365635085851, "loss_mask": 0.2570946468040347, "loss_rpn_cls": 0.04363372054649517, "loss_rpn_loc": 0.0809659092919901, "loss_sem_seg": 0.335322511382401, "lr": 0.02, "mask_rcnn/accuracy": 0.8927800956276366, "mask_rcnn/false_negative": 0.08576942758125125, "mask_rcnn/false_positive": 0.13095303988112278, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5625394335074816, "total_loss": 1.1789650440914556} {"data_time": 0.012574999003845733, "eta_seconds": 61216.05089832957, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3174242424242424, "fast_rcnn/fg_cls_accuracy": 0.6402157164869029, "iteration": 162159, "loss_box_reg": 0.22355018416419625, "loss_cls": 0.20231302455067635, "loss_mask": 0.24162697046995163, "loss_rpn_cls": 0.04338678524072748, "loss_rpn_loc": 0.08217598975170404, "loss_sem_seg": 0.34918442694470286, "lr": 0.02, "mask_rcnn/accuracy": 0.9022861667602822, "mask_rcnn/false_negative": 0.10909221602380469, "mask_rcnn/false_positive": 0.12071587141877771, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5694434660035768, "total_loss": 1.1443482527392916} {"data_time": 0.012999041995499283, "eta_seconds": 61221.47089007213, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.279147187986967, "fast_rcnn/fg_cls_accuracy": 0.6834554334554335, "iteration": 162179, "loss_box_reg": 0.24250064743682742, "loss_cls": 0.23425673716701567, "loss_mask": 0.2670717127621174, "loss_rpn_cls": 0.05060522904386744, "loss_rpn_loc": 0.08093033562181517, "loss_sem_seg": 0.32138522900640965, "lr": 0.02, "mask_rcnn/accuracy": 0.9062656417081882, "mask_rcnn/false_negative": 0.08151210868281158, "mask_rcnn/false_positive": 0.10816397353863606, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5688656189959147, "total_loss": 1.2043984099655063} {"data_time": 0.012572040999657474, "eta_seconds": 61230.80872477372, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.3624199743918054, "fast_rcnn/fg_cls_accuracy": 0.622147001934236, "iteration": 162199, "loss_box_reg": 0.22754658083431423, "loss_cls": 0.21320791449397802, "loss_mask": 0.24557085055857897, "loss_rpn_cls": 0.044559655827470124, "loss_rpn_loc": 0.08093140163691714, "loss_sem_seg": 0.3322387174703181, "lr": 0.02, "mask_rcnn/accuracy": 0.8964345035696709, "mask_rcnn/false_negative": 0.08059477900937145, "mask_rcnn/false_positive": 0.16964860245124824, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5598259489997872, "total_loss": 1.1185835830547148} {"data_time": 0.013735126492974814, "eta_seconds": 61206.81719781643, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.2878488372093023, "fast_rcnn/fg_cls_accuracy": 0.6454253365973073, "iteration": 162219, "loss_box_reg": 0.21523842541500926, "loss_cls": 0.21504194056615233, "loss_mask": 0.24491161992773414, "loss_rpn_cls": 0.04563130822498351, "loss_rpn_loc": 0.068576862118789, "loss_sem_seg": 0.32279568212106824, "lr": 0.02, "mask_rcnn/accuracy": 0.9105360740706283, "mask_rcnn/false_negative": 0.09616258182649018, "mask_rcnn/false_positive": 0.08520127491188284, "roi_head/num_bg_samples": 455.5, "roi_head/num_fg_samples": 56.5, "rpn/num_neg_anchors": 234.75, "rpn/num_pos_anchors": 21.25, "time": 0.5667659845057642, "total_loss": 1.1471768024057383} {"data_time": 0.012412412994308397, "eta_seconds": 61187.402496592156, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.29705882352941176, "fast_rcnn/fg_cls_accuracy": 0.6274549240452416, "iteration": 162239, "loss_box_reg": 0.22705613332800567, "loss_cls": 0.20737779862247407, "loss_mask": 0.2403830485418439, "loss_rpn_cls": 0.04286849792697467, "loss_rpn_loc": 0.0809348218026571, "loss_sem_seg": 0.3271986187901348, "lr": 0.02, "mask_rcnn/accuracy": 0.8947912904099693, "mask_rcnn/false_negative": 0.09666547356215446, "mask_rcnn/false_positive": 0.11045542757836867, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5696325914977933, "total_loss": 1.1300823512137868} {"data_time": 0.011978506001469214, "eta_seconds": 61106.47283042022, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.3357123059866962, "fast_rcnn/fg_cls_accuracy": 0.5829170829170829, "iteration": 162259, "loss_box_reg": 0.2354751997627318, "loss_cls": 0.2216070790309459, "loss_mask": 0.25012704404070973, "loss_rpn_cls": 0.041586291103158146, "loss_rpn_loc": 0.08337691804626957, "loss_sem_seg": 0.3168904446065426, "lr": 0.02, "mask_rcnn/accuracy": 0.8910732771369417, "mask_rcnn/false_negative": 0.10193731684374274, "mask_rcnn/false_positive": 0.10665742306708928, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5646117180003785, "total_loss": 1.1292000540415756} {"data_time": 0.011850137998408172, "eta_seconds": 61164.69023427217, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.3125, "fast_rcnn/fg_cls_accuracy": 0.6848958333333333, "iteration": 162279, "loss_box_reg": 0.2313968159724027, "loss_cls": 0.2162285908125341, "loss_mask": 0.26299917697906494, "loss_rpn_cls": 0.044156747026136145, "loss_rpn_loc": 0.07570366765139624, "loss_sem_seg": 0.333024057559669, "lr": 0.02, "mask_rcnn/accuracy": 0.8937542732188045, "mask_rcnn/false_negative": 0.08403153199867278, "mask_rcnn/false_positive": 0.13100451605144736, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 234.75, "rpn/num_pos_anchors": 21.25, "time": 0.5730953160018544, "total_loss": 1.1833985175762791} {"data_time": 0.012372016994049773, "eta_seconds": 61153.33410311218, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.37199722056779827, "fast_rcnn/fg_cls_accuracy": 0.6177429876060013, "iteration": 162299, "loss_box_reg": 0.2234023087657988, "loss_cls": 0.19090420380234718, "loss_mask": 0.2666924763470888, "loss_rpn_cls": 0.04398137814132497, "loss_rpn_loc": 0.06912928428209852, "loss_sem_seg": 0.3292650368530303, "lr": 0.02, "mask_rcnn/accuracy": 0.8809226393807909, "mask_rcnn/false_negative": 0.09564735379670498, "mask_rcnn/false_positive": 0.13960225059258746, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5670704910080531, "total_loss": 1.1274490400683135} {"data_time": 0.012826154495996889, "eta_seconds": 61132.45477246807, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.3202113891285591, "fast_rcnn/fg_cls_accuracy": 0.5888544891640867, "iteration": 162319, "loss_box_reg": 0.2300730689894408, "loss_cls": 0.21580265113152564, "loss_mask": 0.24878327082842588, "loss_rpn_cls": 0.041175086778821424, "loss_rpn_loc": 0.089378543314524, "loss_sem_seg": 0.31844664737582207, "lr": 0.02, "mask_rcnn/accuracy": 0.8883031728316326, "mask_rcnn/false_negative": 0.08832303738250127, "mask_rcnn/false_positive": 0.11885513716856298, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5666841959973681, "total_loss": 1.1584892030950869} {"data_time": 0.012658382001973223, "eta_seconds": 61054.570595068275, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.32107142857142856, "fast_rcnn/fg_cls_accuracy": 0.6506696428571428, "iteration": 162339, "loss_box_reg": 0.23815409187227488, "loss_cls": 0.22035513492301106, "loss_mask": 0.2691353624686599, "loss_rpn_cls": 0.04530940993572585, "loss_rpn_loc": 0.08179860952077433, "loss_sem_seg": 0.3379689436405897, "lr": 0.02, "mask_rcnn/accuracy": 0.8850574389065418, "mask_rcnn/false_negative": 0.089612427953244, "mask_rcnn/false_positive": 0.12511866502233487, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.56202261299768, "total_loss": 1.1505608916268102} {"data_time": 0.012763184007781092, "eta_seconds": 61031.821983049886, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.27864583333333337, "fast_rcnn/fg_cls_accuracy": 0.632244008714597, "iteration": 162359, "loss_box_reg": 0.2227892178343609, "loss_cls": 0.20803116413298994, "loss_mask": 0.25279772793874145, "loss_rpn_cls": 0.03806738909770502, "loss_rpn_loc": 0.060118528024759144, "loss_sem_seg": 0.2944095153361559, "lr": 0.02, "mask_rcnn/accuracy": 0.9048484343486138, "mask_rcnn/false_negative": 0.08086358830234941, "mask_rcnn/false_positive": 0.10039117577759224, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.569750203503645, "total_loss": 1.0820351907168515} {"data_time": 0.012995559998671524, "eta_seconds": 61009.13174253294, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.3333333333333333, "fast_rcnn/fg_cls_accuracy": 0.6344355603740344, "iteration": 162379, "loss_box_reg": 0.23323649168014526, "loss_cls": 0.20630798093043268, "loss_mask": 0.2470367969945073, "loss_rpn_cls": 0.03824988071573898, "loss_rpn_loc": 0.07513561914674938, "loss_sem_seg": 0.3068721261806786, "lr": 0.02, "mask_rcnn/accuracy": 0.8921404646764366, "mask_rcnn/false_negative": 0.08772176021445703, "mask_rcnn/false_positive": 0.13066075218442907, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 0.5612744969912455, "total_loss": 1.0898215461638756} {"data_time": 0.012574906002555508, "eta_seconds": 60972.240074291825, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.39184326269492203, "fast_rcnn/fg_cls_accuracy": 0.5811444652908067, "iteration": 162399, "loss_box_reg": 0.22964903619140387, "loss_cls": 0.22197206085547805, "loss_mask": 0.2637434182688594, "loss_rpn_cls": 0.04203686058463063, "loss_rpn_loc": 0.07692700027837418, "loss_sem_seg": 0.324863133020699, "lr": 0.02, "mask_rcnn/accuracy": 0.8835524421591697, "mask_rcnn/false_negative": 0.09592280395966346, "mask_rcnn/false_positive": 0.1455807531784984, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.5710079359923839, "total_loss": 1.207735301068169} {"data_time": 0.011622384008660447, "eta_seconds": 60942.955278202244, "fast_rcnn/cls_accuracy": 0.90869140625, "fast_rcnn/false_negative": 0.40337579617834396, "fast_rcnn/fg_cls_accuracy": 0.5508444757213231, "iteration": 162419, "loss_box_reg": 0.21746850199997425, "loss_cls": 0.2105936319567263, "loss_mask": 0.2564588151872158, "loss_rpn_cls": 0.037962466245517135, "loss_rpn_loc": 0.08523702982347459, "loss_sem_seg": 0.3619600487872958, "lr": 0.02, "mask_rcnn/accuracy": 0.8931610300292031, "mask_rcnn/false_negative": 0.09088928746431274, "mask_rcnn/false_positive": 0.12618833809311672, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.5697018999926513, "total_loss": 1.1819816639763303} {"data_time": 0.012220849996083416, "eta_seconds": 60922.523079469516, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.3732434534612393, "fast_rcnn/fg_cls_accuracy": 0.5641339869281046, "iteration": 162439, "loss_box_reg": 0.2373551505152136, "loss_cls": 0.21513989847153425, "loss_mask": 0.26089891884475946, "loss_rpn_cls": 0.045031522458884865, "loss_rpn_loc": 0.06665801879717037, "loss_sem_seg": 0.36296662129461765, "lr": 0.02, "mask_rcnn/accuracy": 0.8901995457273819, "mask_rcnn/false_negative": 0.07910676182389581, "mask_rcnn/false_positive": 0.11441269571887214, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5693195654966985, "total_loss": 1.207260924318689} {"data_time": 0.01183258799574105, "eta_seconds": 60889.401417275185, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.35481099656357384, "fast_rcnn/fg_cls_accuracy": 0.6315747402078338, "iteration": 162459, "loss_box_reg": 0.256708649918437, "loss_cls": 0.23714758502319455, "loss_mask": 0.2601892603561282, "loss_rpn_cls": 0.053244517621351406, "loss_rpn_loc": 0.08235514350235462, "loss_sem_seg": 0.35982685815542936, "lr": 0.02, "mask_rcnn/accuracy": 0.9051217468620019, "mask_rcnn/false_negative": 0.10028288465266133, "mask_rcnn/false_positive": 0.11358588221843616, "roi_head/num_bg_samples": 432.75, "roi_head/num_fg_samples": 79.25, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5716326480032876, "total_loss": 1.2355018534290139} {"data_time": 0.012819187490094919, "eta_seconds": 60877.13709684725, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.34950248756218905, "fast_rcnn/fg_cls_accuracy": 0.6059977888336097, "iteration": 162479, "loss_box_reg": 0.22516848123632371, "loss_cls": 0.21252152556553483, "loss_mask": 0.26261068833991885, "loss_rpn_cls": 0.050110843309084885, "loss_rpn_loc": 0.08220244967378676, "loss_sem_seg": 0.3548047263175249, "lr": 0.02, "mask_rcnn/accuracy": 0.8883458464686688, "mask_rcnn/false_negative": 0.08823749325025948, "mask_rcnn/false_positive": 0.1426239796857988, "roi_head/num_bg_samples": 456.5, "roi_head/num_fg_samples": 55.5, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5563362989996676, "total_loss": 1.220938472004491} {"data_time": 0.013401037998846732, "eta_seconds": 60870.32219039034, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.39510233918128657, "fast_rcnn/fg_cls_accuracy": 0.5574740517993986, "iteration": 162499, "loss_box_reg": 0.23612507828511298, "loss_cls": 0.2157584265805781, "loss_mask": 0.2481435309164226, "loss_rpn_cls": 0.04769039113307372, "loss_rpn_loc": 0.08656819711904973, "loss_sem_seg": 0.3538491651415825, "lr": 0.02, "mask_rcnn/accuracy": 0.8973615835222978, "mask_rcnn/false_negative": 0.09437112027192124, "mask_rcnn/false_positive": 0.12390862067360409, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5715752989926841, "total_loss": 1.1716174181347014} {"data_time": 0.012508806001278572, "eta_seconds": 60881.642702476754, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.2744827958731702, "fast_rcnn/fg_cls_accuracy": 0.6231185807656396, "iteration": 162519, "loss_box_reg": 0.2296860385686159, "loss_cls": 0.21287778485566378, "loss_mask": 0.25142272049561143, "loss_rpn_cls": 0.044715106138028204, "loss_rpn_loc": 0.08403795957565308, "loss_sem_seg": 0.3145251143723726, "lr": 0.02, "mask_rcnn/accuracy": 0.892576382469364, "mask_rcnn/false_negative": 0.07988054240064621, "mask_rcnn/false_positive": 0.1131782246303814, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 234.25, "rpn/num_pos_anchors": 21.75, "time": 0.56818982999539, "total_loss": 1.1730030137696303} {"data_time": 0.01362978800170822, "eta_seconds": 60852.9660778142, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.3475177304964539, "fast_rcnn/fg_cls_accuracy": 0.5732747479968985, "iteration": 162539, "loss_box_reg": 0.22841980902012438, "loss_cls": 0.21502884710207582, "loss_mask": 0.2518193554133177, "loss_rpn_cls": 0.04766022862168029, "loss_rpn_loc": 0.09113632784283254, "loss_sem_seg": 0.33352674823254347, "lr": 0.02, "mask_rcnn/accuracy": 0.9120335813025819, "mask_rcnn/false_negative": 0.08451154252198784, "mask_rcnn/false_positive": 0.10632575666700879, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5618665300062275, "total_loss": 1.171247802238213} {"data_time": 0.012960586995177437, "eta_seconds": 60831.84202920699, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.31605787476280833, "fast_rcnn/fg_cls_accuracy": 0.5974434370660786, "iteration": 162559, "loss_box_reg": 0.20876793889328837, "loss_cls": 0.19323076866567135, "loss_mask": 0.2397114746272564, "loss_rpn_cls": 0.04018019323120825, "loss_rpn_loc": 0.0742899727774784, "loss_sem_seg": 0.2748911576345563, "lr": 0.02, "mask_rcnn/accuracy": 0.8944607975773676, "mask_rcnn/false_negative": 0.10265768448603632, "mask_rcnn/false_positive": 0.11048260054820974, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 235.25, "rpn/num_pos_anchors": 20.75, "time": 0.5520545440012938, "total_loss": 1.0851891642159899} {"data_time": 0.012089914496755227, "eta_seconds": 60752.820312775766, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.4107456140350877, "fast_rcnn/fg_cls_accuracy": 0.5419501133786848, "iteration": 162579, "loss_box_reg": 0.2555560553446412, "loss_cls": 0.22212293813936412, "loss_mask": 0.260598192922771, "loss_rpn_cls": 0.052574424422346056, "loss_rpn_loc": 0.08653046013205312, "loss_sem_seg": 0.31690916372463107, "lr": 0.02, "mask_rcnn/accuracy": 0.8757049989807244, "mask_rcnn/false_negative": 0.09816157929589786, "mask_rcnn/false_positive": 0.15053911992439378, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5586518010022701, "total_loss": 1.2064763136731926} {"data_time": 0.012295633991016075, "eta_seconds": 60745.2994387031, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.32799295774647885, "fast_rcnn/fg_cls_accuracy": 0.6186224489795918, "iteration": 162599, "loss_box_reg": 0.22870426252484322, "loss_cls": 0.21157468808814883, "loss_mask": 0.2519707651808858, "loss_rpn_cls": 0.04327565644052811, "loss_rpn_loc": 0.07310681846865918, "loss_sem_seg": 0.3587378803640604, "lr": 0.02, "mask_rcnn/accuracy": 0.8990472859650773, "mask_rcnn/false_negative": 0.08181017679752092, "mask_rcnn/false_positive": 0.10561421380768665, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5610843944959925, "total_loss": 1.1759930020416505} {"data_time": 0.013335208997887094, "eta_seconds": 60730.19798741563, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3412736995624696, "fast_rcnn/fg_cls_accuracy": 0.5804195804195804, "iteration": 162619, "loss_box_reg": 0.2386481729336083, "loss_cls": 0.2126880227588117, "loss_mask": 0.25850481539964676, "loss_rpn_cls": 0.04541774056269787, "loss_rpn_loc": 0.07116583234164864, "loss_sem_seg": 0.3047444282565266, "lr": 0.02, "mask_rcnn/accuracy": 0.894887434247976, "mask_rcnn/false_negative": 0.08838634696819231, "mask_rcnn/false_positive": 0.10992472788641634, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5698144194975612, "total_loss": 1.1531680739281} {"data_time": 0.011724129995855037, "eta_seconds": 60698.611323653, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.315136476426799, "fast_rcnn/fg_cls_accuracy": 0.6044268406337372, "iteration": 162639, "loss_box_reg": 0.2373767509125173, "loss_cls": 0.23715054569765925, "loss_mask": 0.256096092518419, "loss_rpn_cls": 0.04450893780449405, "loss_rpn_loc": 0.07870701531646773, "loss_sem_seg": 0.30488439090549946, "lr": 0.02, "mask_rcnn/accuracy": 0.913051562713141, "mask_rcnn/false_negative": 0.0950116565805835, "mask_rcnn/false_positive": 0.10596555220443157, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 238.0, "rpn/num_pos_anchors": 18.0, "time": 0.5567893829938839, "total_loss": 1.189558112702798} {"data_time": 0.013203883499954827, "eta_seconds": 60657.46517930732, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.289010989010989, "fast_rcnn/fg_cls_accuracy": 0.7093149038461539, "iteration": 162659, "loss_box_reg": 0.2113143871538341, "loss_cls": 0.19449105439707637, "loss_mask": 0.2547150324098766, "loss_rpn_cls": 0.037175466750341, "loss_rpn_loc": 0.07576494006207213, "loss_sem_seg": 0.3154373033903539, "lr": 0.02, "mask_rcnn/accuracy": 0.8970277567260325, "mask_rcnn/false_negative": 0.09481431320820807, "mask_rcnn/false_positive": 0.11293549003125347, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5515228229924105, "total_loss": 1.092875749367522} {"data_time": 0.012744317500619218, "eta_seconds": 60646.16335331738, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.3011627906976744, "fast_rcnn/fg_cls_accuracy": 0.6664864215332853, "iteration": 162679, "loss_box_reg": 0.22471376601606607, "loss_cls": 0.20933513715863228, "loss_mask": 0.24678730592131615, "loss_rpn_cls": 0.04029162244114559, "loss_rpn_loc": 0.06273122809943743, "loss_sem_seg": 0.3065728796645999, "lr": 0.02, "mask_rcnn/accuracy": 0.8822824792017263, "mask_rcnn/false_negative": 0.10401080426114964, "mask_rcnn/false_positive": 0.1221687636299183, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5615529694987345, "total_loss": 1.1093253172002733} {"data_time": 0.013142712494300213, "eta_seconds": 60634.86152732744, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.339180134016555, "fast_rcnn/fg_cls_accuracy": 0.633277493102089, "iteration": 162699, "loss_box_reg": 0.21711835032328963, "loss_cls": 0.20303101744502783, "loss_mask": 0.25554506480693817, "loss_rpn_cls": 0.03560402335278923, "loss_rpn_loc": 0.06971399534086231, "loss_sem_seg": 0.3042763569392264, "lr": 0.02, "mask_rcnn/accuracy": 0.8962376038827798, "mask_rcnn/false_negative": 0.07886691782468871, "mask_rcnn/false_positive": 0.11343379624221404, "roi_head/num_bg_samples": 457.25, "roi_head/num_fg_samples": 54.75, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5634337719966425, "total_loss": 1.0628404110757401} {"data_time": 0.012394196994137019, "eta_seconds": 60609.49162296804, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3315879167697424, "fast_rcnn/fg_cls_accuracy": 0.6354545454545455, "iteration": 162719, "loss_box_reg": 0.2258927971124649, "loss_cls": 0.2048263750039041, "loss_mask": 0.2499768096022308, "loss_rpn_cls": 0.03934556437889114, "loss_rpn_loc": 0.07739855922409333, "loss_sem_seg": 0.29724867129698396, "lr": 0.02, "mask_rcnn/accuracy": 0.8880221994167385, "mask_rcnn/false_negative": 0.09044643891473403, "mask_rcnn/false_positive": 0.11255526933025381, "roi_head/num_bg_samples": 430.75, "roi_head/num_fg_samples": 81.25, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.567477944001439, "total_loss": 1.0888940441654995} {"data_time": 0.012560494506033137, "eta_seconds": 60561.04557500617, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.3646460843373494, "fast_rcnn/fg_cls_accuracy": 0.5851374246987953, "iteration": 162739, "loss_box_reg": 0.23605337087064981, "loss_cls": 0.21819617343135178, "loss_mask": 0.25233252067118883, "loss_rpn_cls": 0.04153949348255992, "loss_rpn_loc": 0.07376338564790785, "loss_sem_seg": 0.3091379161924124, "lr": 0.02, "mask_rcnn/accuracy": 0.8673851544587344, "mask_rcnn/false_negative": 0.10942483806301359, "mask_rcnn/false_positive": 0.143441458755005, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5609927190016606, "total_loss": 1.1155224944122892} {"data_time": 0.011867952001921367, "eta_seconds": 60541.13798495766, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.34872461029759094, "fast_rcnn/fg_cls_accuracy": 0.6345129375951293, "iteration": 162759, "loss_box_reg": 0.2249456923455, "loss_cls": 0.19692384148947895, "loss_mask": 0.23949202755466104, "loss_rpn_cls": 0.03941888449480757, "loss_rpn_loc": 0.06711053079925478, "loss_sem_seg": 0.31430409708991647, "lr": 0.02, "mask_rcnn/accuracy": 0.8895396985849133, "mask_rcnn/false_negative": 0.07667711328017773, "mask_rcnn/false_positive": 0.13124292004818863, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5635311404985259, "total_loss": 1.11139709292911} {"data_time": 0.011437786495662294, "eta_seconds": 60527.64778295303, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.27674418604651163, "fast_rcnn/fg_cls_accuracy": 0.6678306878306879, "iteration": 162779, "loss_box_reg": 0.22477314830757678, "loss_cls": 0.22104361187666655, "loss_mask": 0.24149120831862092, "loss_rpn_cls": 0.040434008988086134, "loss_rpn_loc": 0.07663512229919434, "loss_sem_seg": 0.33439802122302353, "lr": 0.02, "mask_rcnn/accuracy": 0.9131499988373901, "mask_rcnn/false_negative": 0.08540007497583887, "mask_rcnn/false_positive": 0.11404751600136792, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5638378840012592, "total_loss": 1.1664815185358748} {"data_time": 0.012213267000333872, "eta_seconds": 60510.427860980824, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.36547984972677594, "fast_rcnn/fg_cls_accuracy": 0.6345201502732241, "iteration": 162799, "loss_box_reg": 0.2301552917342633, "loss_cls": 0.21422321442514658, "loss_mask": 0.23939475836232305, "loss_rpn_cls": 0.04157522541936487, "loss_rpn_loc": 0.07526552025228739, "loss_sem_seg": 0.3241552012041211, "lr": 0.02, "mask_rcnn/accuracy": 0.8954693632750981, "mask_rcnn/false_negative": 0.08377550737942793, "mask_rcnn/false_positive": 0.1341606053839042, "roi_head/num_bg_samples": 459.0, "roi_head/num_fg_samples": 53.0, "rpn/num_neg_anchors": 235.0, "rpn/num_pos_anchors": 21.0, "time": 0.5668396159962867, "total_loss": 1.1616889779106714} {"data_time": 0.012281628005439416, "eta_seconds": 60512.77823995424, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.30223214285714284, "fast_rcnn/fg_cls_accuracy": 0.6434732604945371, "iteration": 162819, "loss_box_reg": 0.224103182554245, "loss_cls": 0.19439972285181284, "loss_mask": 0.2445931239053607, "loss_rpn_cls": 0.04058528294262942, "loss_rpn_loc": 0.06339691614266485, "loss_sem_seg": 0.29481096751987934, "lr": 0.02, "mask_rcnn/accuracy": 0.8949082758103242, "mask_rcnn/false_negative": 0.075329896328785, "mask_rcnn/false_positive": 0.11690107397545356, "roi_head/num_bg_samples": 458.5, "roi_head/num_fg_samples": 53.5, "rpn/num_neg_anchors": 239.5, "rpn/num_pos_anchors": 16.5, "time": 0.5781545775025734, "total_loss": 1.0675242195429746} {"data_time": 0.013228495998191647, "eta_seconds": 60498.23956312048, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.28167229729729726, "fast_rcnn/fg_cls_accuracy": 0.6521038083538084, "iteration": 162839, "loss_box_reg": 0.22352084517478943, "loss_cls": 0.19886985118500888, "loss_mask": 0.2551711006090045, "loss_rpn_cls": 0.039807255554478616, "loss_rpn_loc": 0.08532499734428711, "loss_sem_seg": 0.2870593168772757, "lr": 0.02, "mask_rcnn/accuracy": 0.8861194353210198, "mask_rcnn/false_negative": 0.09224801200398125, "mask_rcnn/false_positive": 0.12427261305990372, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5665948945097625, "total_loss": 1.1046198285985156} {"data_time": 0.012055134502588771, "eta_seconds": 60492.43644660414, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.308317698561601, "fast_rcnn/fg_cls_accuracy": 0.6082693947144076, "iteration": 162859, "loss_box_reg": 0.2165261487243697, "loss_cls": 0.17732722591608763, "loss_mask": 0.24178050179034472, "loss_rpn_cls": 0.03200479884981178, "loss_rpn_loc": 0.06526486540678889, "loss_sem_seg": 0.2974856188520789, "lr": 0.02, "mask_rcnn/accuracy": 0.8929829754366669, "mask_rcnn/false_negative": 0.0976688640790788, "mask_rcnn/false_positive": 0.11656587274326094, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5780483015041682, "total_loss": 1.0579853982490022} {"data_time": 0.012302595001528971, "eta_seconds": 60481.14432940407, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.37149460708782744, "fast_rcnn/fg_cls_accuracy": 0.5478735902255639, "iteration": 162879, "loss_box_reg": 0.24440383911132812, "loss_cls": 0.22640840813983232, "loss_mask": 0.2526121372357011, "loss_rpn_cls": 0.044632685217948165, "loss_rpn_loc": 0.07906487227592152, "loss_sem_seg": 0.321149283554405, "lr": 0.02, "mask_rcnn/accuracy": 0.8795713047693445, "mask_rcnn/false_negative": 0.09997885669647201, "mask_rcnn/false_positive": 0.12364426853828397, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.5619197780033574, "total_loss": 1.178840051026782} {"data_time": 0.013504810493031982, "eta_seconds": 60475.849814906804, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.33313760707377726, "fast_rcnn/fg_cls_accuracy": 0.6053856382978724, "iteration": 162899, "loss_box_reg": 0.22748669469729066, "loss_cls": 0.20463036210276186, "loss_mask": 0.24765687622129917, "loss_rpn_cls": 0.04178970152497641, "loss_rpn_loc": 0.06874428648734465, "loss_sem_seg": 0.2830918924883008, "lr": 0.02, "mask_rcnn/accuracy": 0.8975029735072457, "mask_rcnn/false_negative": 0.0992215259856007, "mask_rcnn/false_positive": 0.11782587480931594, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5643267335035489, "total_loss": 1.0704257648867497} {"data_time": 0.012943111498316284, "eta_seconds": 60538.3447026615, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3061732787760185, "fast_rcnn/fg_cls_accuracy": 0.6457528957528957, "iteration": 162919, "loss_box_reg": 0.22913394682109356, "loss_cls": 0.19976511073764414, "loss_mask": 0.25378363113850355, "loss_rpn_cls": 0.04247550263244193, "loss_rpn_loc": 0.08439787133829668, "loss_sem_seg": 0.3168984157964587, "lr": 0.02, "mask_rcnn/accuracy": 0.8930890284560341, "mask_rcnn/false_negative": 0.06590961330780051, "mask_rcnn/false_positive": 0.11749263976867111, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5746083670019289, "total_loss": 1.117369422223419} {"data_time": 0.012111553500290029, "eta_seconds": 60527.03768373141, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.3244718309859155, "fast_rcnn/fg_cls_accuracy": 0.6196117335823218, "iteration": 162939, "loss_box_reg": 0.2167537952773273, "loss_cls": 0.1836741112638265, "loss_mask": 0.24615294486284256, "loss_rpn_cls": 0.04106847755610943, "loss_rpn_loc": 0.06635493622161448, "loss_sem_seg": 0.307599491905421, "lr": 0.02, "mask_rcnn/accuracy": 0.8833070171975947, "mask_rcnn/false_negative": 0.09521995940970124, "mask_rcnn/false_positive": 0.1465863584245578, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.5712185919983312, "total_loss": 1.0719875950780988} {"data_time": 0.011956288006331306, "eta_seconds": 60470.857151016455, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.39045736871823833, "fast_rcnn/fg_cls_accuracy": 0.5620378493545557, "iteration": 162959, "loss_box_reg": 0.2146646927576512, "loss_cls": 0.20657116058282554, "loss_mask": 0.24400429986417294, "loss_rpn_cls": 0.042687561945058405, "loss_rpn_loc": 0.05646962457103655, "loss_sem_seg": 0.3214361616410315, "lr": 0.02, "mask_rcnn/accuracy": 0.8730486849875317, "mask_rcnn/false_negative": 0.11476419398727877, "mask_rcnn/false_positive": 0.13836040252695642, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5517662895072135, "total_loss": 1.1049710202933056} {"data_time": 0.012142755003878847, "eta_seconds": 60459.558516446334, "fast_rcnn/cls_accuracy": 0.91162109375, "fast_rcnn/false_negative": 0.3694043380801688, "fast_rcnn/fg_cls_accuracy": 0.5870567064606742, "iteration": 162979, "loss_box_reg": 0.2502154032699764, "loss_cls": 0.22038060054183006, "loss_mask": 0.25294738821685314, "loss_rpn_cls": 0.04649953992338851, "loss_rpn_loc": 0.07957304909359664, "loss_sem_seg": 0.3113851621747017, "lr": 0.02, "mask_rcnn/accuracy": 0.8820842725616176, "mask_rcnn/false_negative": 0.10735347692194203, "mask_rcnn/false_positive": 0.15656948458175746, "roi_head/num_bg_samples": 432.5, "roi_head/num_fg_samples": 79.5, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.5689563964988338, "total_loss": 1.197518313085311} {"data_time": 0.012663698005781043, "eta_seconds": 60448.25988187621, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.37579931136251843, "fast_rcnn/fg_cls_accuracy": 0.6006133177570093, "iteration": 162999, "loss_box_reg": 0.22366592520847917, "loss_cls": 0.19281177641823888, "loss_mask": 0.24200768256559968, "loss_rpn_cls": 0.037987568153766915, "loss_rpn_loc": 0.0707993273390457, "loss_sem_seg": 0.3253423059359193, "lr": 0.02, "mask_rcnn/accuracy": 0.8861750057165723, "mask_rcnn/false_negative": 0.07333532186595908, "mask_rcnn/false_positive": 0.12493035156914392, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 234.75, "rpn/num_pos_anchors": 21.25, "time": 0.5728563530065003, "total_loss": 1.1274599081953056} {"data_time": 0.012829626997699961, "eta_seconds": 60473.71938305285, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.32387123745819396, "fast_rcnn/fg_cls_accuracy": 0.6349874800819486, "iteration": 163019, "loss_box_reg": 0.2216889534611255, "loss_cls": 0.20780575601384044, "loss_mask": 0.2448248229920864, "loss_rpn_cls": 0.04091054471791722, "loss_rpn_loc": 0.07404769770801067, "loss_sem_seg": 0.30393454618752, "lr": 0.02, "mask_rcnn/accuracy": 0.8919759697772238, "mask_rcnn/false_negative": 0.08926552474700244, "mask_rcnn/false_positive": 0.12618618965090098, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5674099049938377, "total_loss": 1.1003290606604423} {"data_time": 0.012091358497855254, "eta_seconds": 60474.01363710068, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.26712111604311983, "fast_rcnn/fg_cls_accuracy": 0.6314747431506849, "iteration": 163039, "loss_box_reg": 0.24168243166059256, "loss_cls": 0.22083924827165902, "loss_mask": 0.25297839660197496, "loss_rpn_cls": 0.041176963539328426, "loss_rpn_loc": 0.07551145959587302, "loss_sem_seg": 0.31573247350752354, "lr": 0.02, "mask_rcnn/accuracy": 0.9068319974714181, "mask_rcnn/false_negative": 0.07670138914305238, "mask_rcnn/false_positive": 0.1086056225895807, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 239.0, "rpn/num_pos_anchors": 17.0, "time": 0.5667839110028581, "total_loss": 1.1733364442334278} {"data_time": 0.012600610498338938, "eta_seconds": 60462.70596166064, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.351010101010101, "fast_rcnn/fg_cls_accuracy": 0.6206349206349207, "iteration": 163059, "loss_box_reg": 0.22096949815750122, "loss_cls": 0.19984100363217294, "loss_mask": 0.24770592153072357, "loss_rpn_cls": 0.04103590463637374, "loss_rpn_loc": 0.0605815332964994, "loss_sem_seg": 0.3090451816096902, "lr": 0.02, "mask_rcnn/accuracy": 0.8881281389843034, "mask_rcnn/false_negative": 0.10575862613744814, "mask_rcnn/false_positive": 0.13890055463112583, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5695291404990712, "total_loss": 1.0915781638686894} {"data_time": 0.01149516300210962, "eta_seconds": 60457.500374212046, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.28071157094594595, "fast_rcnn/fg_cls_accuracy": 0.6658255912162162, "iteration": 163079, "loss_box_reg": 0.22705452388618141, "loss_cls": 0.20372646069154143, "loss_mask": 0.24815238639712334, "loss_rpn_cls": 0.045968131453264505, "loss_rpn_loc": 0.08237572724465281, "loss_sem_seg": 0.30835462687537074, "lr": 0.02, "mask_rcnn/accuracy": 0.8853149154398602, "mask_rcnn/false_negative": 0.08912142290025624, "mask_rcnn/false_positive": 0.15439214020436606, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5479330719972495, "total_loss": 1.1245606280281208} {"data_time": 0.012353211997833569, "eta_seconds": 60453.92349317042, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3458234985575662, "fast_rcnn/fg_cls_accuracy": 0.5726197472818102, "iteration": 163099, "loss_box_reg": 0.22405477287247777, "loss_cls": 0.20819372776895761, "loss_mask": 0.24378785584121943, "loss_rpn_cls": 0.03875959188735578, "loss_rpn_loc": 0.08055889187380672, "loss_sem_seg": 0.3110029394738376, "lr": 0.02, "mask_rcnn/accuracy": 0.8910644288203086, "mask_rcnn/false_negative": 0.08108726808760469, "mask_rcnn/false_positive": 0.15037329932213284, "roi_head/num_bg_samples": 457.5, "roi_head/num_fg_samples": 54.5, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5690920289925998, "total_loss": 1.1399084087170195} {"data_time": 0.012056152503646445, "eta_seconds": 60472.02137666492, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.30773809523809526, "fast_rcnn/fg_cls_accuracy": 0.6776358519159991, "iteration": 163119, "loss_box_reg": 0.24713644059374928, "loss_cls": 0.210125335957855, "loss_mask": 0.2601664653047919, "loss_rpn_cls": 0.04415460882592015, "loss_rpn_loc": 0.08763254107907414, "loss_sem_seg": 0.2882577539421618, "lr": 0.02, "mask_rcnn/accuracy": 0.8847755505364201, "mask_rcnn/false_negative": 0.09963356587010241, "mask_rcnn/false_positive": 0.14183861777423654, "roi_head/num_bg_samples": 430.0, "roi_head/num_fg_samples": 82.0, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5618932820070768, "total_loss": 1.1279358261381276} {"data_time": 0.012277719994017389, "eta_seconds": 60493.53459198257, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.2588962368131003, "fast_rcnn/fg_cls_accuracy": 0.7353566367501181, "iteration": 163139, "loss_box_reg": 0.22665960062295198, "loss_cls": 0.21559853944927454, "loss_mask": 0.25187516026198864, "loss_rpn_cls": 0.04011639050440863, "loss_rpn_loc": 0.08462612942093983, "loss_sem_seg": 0.30092507880181074, "lr": 0.02, "mask_rcnn/accuracy": 0.8992300804499753, "mask_rcnn/false_negative": 0.08396027493137277, "mask_rcnn/false_positive": 0.10310555916273365, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5708047904990963, "total_loss": 1.1352886001113802} {"data_time": 0.01227151900093304, "eta_seconds": 60409.21111002541, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.32916666666666666, "fast_rcnn/fg_cls_accuracy": 0.6365375418460066, "iteration": 163159, "loss_box_reg": 0.24317835015244782, "loss_cls": 0.2341045504435897, "loss_mask": 0.253278567455709, "loss_rpn_cls": 0.046624468464870006, "loss_rpn_loc": 0.0962837029946968, "loss_sem_seg": 0.29346232069656253, "lr": 0.02, "mask_rcnn/accuracy": 0.8964525180245844, "mask_rcnn/false_negative": 0.08987929847654125, "mask_rcnn/false_positive": 0.12233114264386236, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5487191540014464, "total_loss": 1.1759399921866134} {"data_time": 0.012367616502160672, "eta_seconds": 60391.3534565703, "fast_rcnn/cls_accuracy": 0.90771484375, "fast_rcnn/false_negative": 0.3334839876033058, "fast_rcnn/fg_cls_accuracy": 0.611986674354539, "iteration": 163179, "loss_box_reg": 0.22446841839700937, "loss_cls": 0.20113701769150794, "loss_mask": 0.251466472633183, "loss_rpn_cls": 0.04694111831486225, "loss_rpn_loc": 0.09708054104703479, "loss_sem_seg": 0.31726257130503654, "lr": 0.02, "mask_rcnn/accuracy": 0.8762863679141615, "mask_rcnn/false_negative": 0.12073962310796221, "mask_rcnn/false_positive": 0.12996811945414247, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.563963380001951, "total_loss": 1.125447699756478} {"data_time": 0.013031115500780288, "eta_seconds": 60359.670941728305, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.29984984984984986, "fast_rcnn/fg_cls_accuracy": 0.6730276134122288, "iteration": 163199, "loss_box_reg": 0.21452704118564725, "loss_cls": 0.19076892570592463, "loss_mask": 0.23488003946840763, "loss_rpn_cls": 0.03421992785297334, "loss_rpn_loc": 0.06865159654989839, "loss_sem_seg": 0.31070314161479473, "lr": 0.02, "mask_rcnn/accuracy": 0.8981822096171499, "mask_rcnn/false_negative": 0.09153421817549501, "mask_rcnn/false_positive": 0.11622169637966553, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5572956249961862, "total_loss": 1.0366628539049998} {"data_time": 0.012169987501692958, "eta_seconds": 60360.66431835341, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.26099636130136983, "fast_rcnn/fg_cls_accuracy": 0.6597373702120234, "iteration": 163219, "loss_box_reg": 0.24183630477637053, "loss_cls": 0.21391265140846372, "loss_mask": 0.2535232719965279, "loss_rpn_cls": 0.05026013724273071, "loss_rpn_loc": 0.08065288880607113, "loss_sem_seg": 0.29992051771841943, "lr": 0.02, "mask_rcnn/accuracy": 0.8992711370262391, "mask_rcnn/false_negative": 0.10100238963221267, "mask_rcnn/false_positive": 0.1299073962153158, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5710710705025122, "total_loss": 1.1188138094148599} {"data_time": 0.012605963493115269, "eta_seconds": 60309.55756447658, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.3445102932002495, "fast_rcnn/fg_cls_accuracy": 0.6464285714285715, "iteration": 163239, "loss_box_reg": 0.2681596064940095, "loss_cls": 0.21866075787693262, "loss_mask": 0.25906594935804605, "loss_rpn_cls": 0.04819625530944904, "loss_rpn_loc": 0.09193832031451166, "loss_sem_seg": 0.3039047056809068, "lr": 0.02, "mask_rcnn/accuracy": 0.8752621478618418, "mask_rcnn/false_negative": 0.10575955208504423, "mask_rcnn/false_positive": 0.12412997062337969, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.5674021480008378, "total_loss": 1.2371270819567144} {"data_time": 0.012681965505180415, "eta_seconds": 60338.05330541352, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.34184966216216217, "fast_rcnn/fg_cls_accuracy": 0.6171875, "iteration": 163259, "loss_box_reg": 0.23629737738519907, "loss_cls": 0.20638335053808987, "loss_mask": 0.25266717094928026, "loss_rpn_cls": 0.03744173719314858, "loss_rpn_loc": 0.07775641317130066, "loss_sem_seg": 0.30521011142991483, "lr": 0.02, "mask_rcnn/accuracy": 0.8935579318936877, "mask_rcnn/false_negative": 0.102063551763309, "mask_rcnn/false_positive": 0.1127773586636841, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5699141665027128, "total_loss": 1.1093211008992512} {"data_time": 0.01290321399574168, "eta_seconds": 60334.81836191984, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.2869047619047619, "fast_rcnn/fg_cls_accuracy": 0.671771037181996, "iteration": 163279, "loss_box_reg": 0.23533281218260527, "loss_cls": 0.21641490142792463, "loss_mask": 0.23880374059081078, "loss_rpn_cls": 0.03815436630975455, "loss_rpn_loc": 0.06442604161566123, "loss_sem_seg": 0.2983533595688641, "lr": 0.02, "mask_rcnn/accuracy": 0.8990051291896992, "mask_rcnn/false_negative": 0.08636722462609189, "mask_rcnn/false_positive": 0.12492806467671323, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5716304235029384, "total_loss": 1.114235839144385} {"data_time": 0.011816508500487544, "eta_seconds": 60275.66341348634, "fast_rcnn/cls_accuracy": 0.9130859375, "fast_rcnn/false_negative": 0.3508889536578257, "fast_rcnn/fg_cls_accuracy": 0.6007827788649707, "iteration": 163299, "loss_box_reg": 0.24146918463520706, "loss_cls": 0.20201733661815524, "loss_mask": 0.25135332019999623, "loss_rpn_cls": 0.043390506703872234, "loss_rpn_loc": 0.07489838180481456, "loss_sem_seg": 0.3061267496086657, "lr": 0.02, "mask_rcnn/accuracy": 0.8987807052755605, "mask_rcnn/false_negative": 0.09165042839101338, "mask_rcnn/false_positive": 0.11704675218937441, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5591931134986226, "total_loss": 1.141655131126754} {"data_time": 0.01232184700347716, "eta_seconds": 60264.36536315626, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.37657563025210083, "fast_rcnn/fg_cls_accuracy": 0.5441558441558441, "iteration": 163319, "loss_box_reg": 0.23307330114766955, "loss_cls": 0.19193390756845474, "loss_mask": 0.2488480033352971, "loss_rpn_cls": 0.04358804371440783, "loss_rpn_loc": 0.08046675598598085, "loss_sem_seg": 0.2687674656044692, "lr": 0.02, "mask_rcnn/accuracy": 0.8881956163272832, "mask_rcnn/false_negative": 0.09621797994756986, "mask_rcnn/false_positive": 0.11860544709812566, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5711222364989226, "total_loss": 1.0844636919500772} {"data_time": 0.012315119500271976, "eta_seconds": 60280.54851841914, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.3904545454545455, "fast_rcnn/fg_cls_accuracy": 0.595021645021645, "iteration": 163339, "loss_box_reg": 0.23004979197867215, "loss_cls": 0.20045263972133398, "loss_mask": 0.24277942068874836, "loss_rpn_cls": 0.03308224128704751, "loss_rpn_loc": 0.0717912694090046, "loss_sem_seg": 0.3124450884060934, "lr": 0.02, "mask_rcnn/accuracy": 0.888788845083488, "mask_rcnn/false_negative": 0.0947976549332215, "mask_rcnn/false_positive": 0.11700730047269953, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5608174649969442, "total_loss": 1.0536482702882495} {"data_time": 0.012547204998554662, "eta_seconds": 60237.42156179159, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.2582291067036475, "fast_rcnn/fg_cls_accuracy": 0.664319248826291, "iteration": 163359, "loss_box_reg": 0.23187229922041297, "loss_cls": 0.2129989513196051, "loss_mask": 0.2484807218424976, "loss_rpn_cls": 0.041305660153739154, "loss_rpn_loc": 0.07859820616431534, "loss_sem_seg": 0.316722868476063, "lr": 0.02, "mask_rcnn/accuracy": 0.8969232059020791, "mask_rcnn/false_negative": 0.08981912151267699, "mask_rcnn/false_positive": 0.11274199366824145, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5697418769996148, "total_loss": 1.125374138704501} {"data_time": 0.012370649004878942, "eta_seconds": 60264.06157150798, "fast_rcnn/cls_accuracy": 0.9140625, "fast_rcnn/false_negative": 0.29007125686813184, "fast_rcnn/fg_cls_accuracy": 0.6750117352526991, "iteration": 163379, "loss_box_reg": 0.21087506506592035, "loss_cls": 0.20641034236177802, "loss_mask": 0.2590405335649848, "loss_rpn_cls": 0.04028794716577977, "loss_rpn_loc": 0.07495080295484513, "loss_sem_seg": 0.29536487930454314, "lr": 0.02, "mask_rcnn/accuracy": 0.8843060054759069, "mask_rcnn/false_negative": 0.07638549185489596, "mask_rcnn/false_positive": 0.14193168467944628, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 208.5, "rpn/num_pos_anchors": 47.5, "time": 0.5629017155079055, "total_loss": 1.1052391366683878} {"data_time": 0.012985281995497644, "eta_seconds": 60252.75722028795, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.32306477093206953, "fast_rcnn/fg_cls_accuracy": 0.6453128765362679, "iteration": 163399, "loss_box_reg": 0.23310706368647516, "loss_cls": 0.21359905926510692, "loss_mask": 0.2596640670672059, "loss_rpn_cls": 0.04316427715821192, "loss_rpn_loc": 0.0820454559288919, "loss_sem_seg": 0.3316843365319073, "lr": 0.02, "mask_rcnn/accuracy": 0.8881730081863254, "mask_rcnn/false_negative": 0.0888669990735187, "mask_rcnn/false_positive": 0.10478744218790936, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5711904724958003, "total_loss": 1.1921019706787774} {"data_time": 0.012379529005556833, "eta_seconds": 60241.45286906793, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.29529335912314636, "fast_rcnn/fg_cls_accuracy": 0.6069254185692542, "iteration": 163419, "loss_box_reg": 0.21492929011583328, "loss_cls": 0.19775961607228965, "loss_mask": 0.2485284530557692, "loss_rpn_cls": 0.03582436651777243, "loss_rpn_loc": 0.07659540261374786, "loss_sem_seg": 0.31784722744487226, "lr": 0.02, "mask_rcnn/accuracy": 0.8936933661612347, "mask_rcnn/false_negative": 0.08903710123501193, "mask_rcnn/false_positive": 0.1402191733701163, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.57086324050033, "total_loss": 1.045826527173631} {"data_time": 0.012619945497135632, "eta_seconds": 60165.81588385557, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.26243169398907107, "fast_rcnn/fg_cls_accuracy": 0.6808698727015559, "iteration": 163439, "loss_box_reg": 0.21676106052473187, "loss_cls": 0.19481257745064795, "loss_mask": 0.2553322524763644, "loss_rpn_cls": 0.039883192686829716, "loss_rpn_loc": 0.07114024928887375, "loss_sem_seg": 0.32508076168596745, "lr": 0.02, "mask_rcnn/accuracy": 0.90078859156172, "mask_rcnn/false_negative": 0.08760091097125292, "mask_rcnn/false_positive": 0.10763992971978306, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5574560844979715, "total_loss": 1.1065773392037954} {"data_time": 0.013392347500484902, "eta_seconds": 60154.52360696555, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.2928571428571428, "fast_rcnn/fg_cls_accuracy": 0.69375, "iteration": 163459, "loss_box_reg": 0.23834509402513504, "loss_cls": 0.2233789819292724, "loss_mask": 0.2439455557614565, "loss_rpn_cls": 0.046530627834727056, "loss_rpn_loc": 0.09060393339314032, "loss_sem_seg": 0.31973697803914547, "lr": 0.02, "mask_rcnn/accuracy": 0.8978574206671305, "mask_rcnn/false_negative": 0.08964654388611806, "mask_rcnn/false_positive": 0.09889829455813436, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5698960439985967, "total_loss": 1.0896984028222505} {"data_time": 0.01191642350750044, "eta_seconds": 60169.63815215163, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.24490438695163105, "fast_rcnn/fg_cls_accuracy": 0.6980695961391923, "iteration": 163479, "loss_box_reg": 0.21229607332497835, "loss_cls": 0.2163626893889159, "loss_mask": 0.2570993909612298, "loss_rpn_cls": 0.03816384865785949, "loss_rpn_loc": 0.06676884077023715, "loss_sem_seg": 0.31150092743337154, "lr": 0.02, "mask_rcnn/accuracy": 0.9082468022420236, "mask_rcnn/false_negative": 0.09635480526613054, "mask_rcnn/false_positive": 0.09731447784480661, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5615857970042271, "total_loss": 1.1225214824371506} {"data_time": 0.012133275500673335, "eta_seconds": 60131.08869620208, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.30135800825456, "fast_rcnn/fg_cls_accuracy": 0.6602198455139632, "iteration": 163499, "loss_box_reg": 0.21333321067504585, "loss_cls": 0.19782545370981097, "loss_mask": 0.24354144278913736, "loss_rpn_cls": 0.03901844324718695, "loss_rpn_loc": 0.07026678102556616, "loss_sem_seg": 0.31174842291511595, "lr": 0.02, "mask_rcnn/accuracy": 0.9139681853905666, "mask_rcnn/false_negative": 0.07515946780916696, "mask_rcnn/false_positive": 0.10327040774047147, "roi_head/num_bg_samples": 460.25, "roi_head/num_fg_samples": 51.75, "rpn/num_neg_anchors": 234.75, "rpn/num_pos_anchors": 21.25, "time": 0.5651791884956765, "total_loss": 1.113579911616398} {"data_time": 0.012077925006451551, "eta_seconds": 60119.79657900202, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.2689546130952381, "fast_rcnn/fg_cls_accuracy": 0.6946390086206897, "iteration": 163519, "loss_box_reg": 0.22119327168911695, "loss_cls": 0.18732794537208974, "loss_mask": 0.2391518922522664, "loss_rpn_cls": 0.035458403446682496, "loss_rpn_loc": 0.07431659899884835, "loss_sem_seg": 0.31199714029207826, "lr": 0.02, "mask_rcnn/accuracy": 0.8927862408382351, "mask_rcnn/false_negative": 0.08852614878552267, "mask_rcnn/false_positive": 0.13618013141787413, "roi_head/num_bg_samples": 431.75, "roi_head/num_fg_samples": 80.25, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5769655980038806, "total_loss": 1.0508497773553245} {"data_time": 0.012082418506906833, "eta_seconds": 60109.35449940548, "fast_rcnn/cls_accuracy": 0.9130859375, "fast_rcnn/false_negative": 0.356140350877193, "fast_rcnn/fg_cls_accuracy": 0.6205263157894737, "iteration": 163539, "loss_box_reg": 0.21843826840631664, "loss_cls": 0.202776073012501, "loss_mask": 0.2462483225390315, "loss_rpn_cls": 0.040561868401709944, "loss_rpn_loc": 0.0686686716217082, "loss_sem_seg": 0.31450985884293914, "lr": 0.02, "mask_rcnn/accuracy": 0.8857810598628735, "mask_rcnn/false_negative": 0.09953769875271173, "mask_rcnn/false_positive": 0.1278815295061775, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5673187134962063, "total_loss": 1.0659190719015896} {"data_time": 0.011807507005869411, "eta_seconds": 60096.97200017097, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.255497022446175, "fast_rcnn/fg_cls_accuracy": 0.706703413940256, "iteration": 163559, "loss_box_reg": 0.2385880257934332, "loss_cls": 0.20287422556430101, "loss_mask": 0.26384214079007506, "loss_rpn_cls": 0.04583180561894551, "loss_rpn_loc": 0.0722193939727731, "loss_sem_seg": 0.3025660749990493, "lr": 0.02, "mask_rcnn/accuracy": 0.89835094858274, "mask_rcnn/false_negative": 0.09454050621502014, "mask_rcnn/false_positive": 0.09882139447278318, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5634454780010856, "total_loss": 1.146055274293758} {"data_time": 0.01214757750130957, "eta_seconds": 60112.38090404768, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.29080374753451677, "fast_rcnn/fg_cls_accuracy": 0.6846955128205128, "iteration": 163579, "loss_box_reg": 0.24412042740732431, "loss_cls": 0.22507003438659012, "loss_mask": 0.2538782823830843, "loss_rpn_cls": 0.046358815976418555, "loss_rpn_loc": 0.08128046768251806, "loss_sem_seg": 0.28541739052161574, "lr": 0.02, "mask_rcnn/accuracy": 0.8897073884410767, "mask_rcnn/false_negative": 0.09290499691400154, "mask_rcnn/false_positive": 0.12917343150024452, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.557691068504937, "total_loss": 1.1764972416567616} {"data_time": 0.011373105997336097, "eta_seconds": 60160.42971628695, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.30338345864661653, "fast_rcnn/fg_cls_accuracy": 0.6597029952177196, "iteration": 163599, "loss_box_reg": 0.23509683879092336, "loss_cls": 0.2080284038092941, "loss_mask": 0.24662298895418644, "loss_rpn_cls": 0.04614785156445578, "loss_rpn_loc": 0.07363230921328068, "loss_sem_seg": 0.29381028562784195, "lr": 0.02, "mask_rcnn/accuracy": 0.8818303698915848, "mask_rcnn/false_negative": 0.10916087809881338, "mask_rcnn/false_positive": 0.15969106705421388, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5780652485045721, "total_loss": 1.1309632355114445} {"data_time": 0.012469914501707535, "eta_seconds": 60149.12147111702, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.314611154752553, "fast_rcnn/fg_cls_accuracy": 0.6516103692065986, "iteration": 163619, "loss_box_reg": 0.22107178648002446, "loss_cls": 0.1914755878970027, "loss_mask": 0.24287975439801812, "loss_rpn_cls": 0.03546664630994201, "loss_rpn_loc": 0.06763322146071005, "loss_sem_seg": 0.283678594045341, "lr": 0.02, "mask_rcnn/accuracy": 0.8953607337702636, "mask_rcnn/false_negative": 0.08345115823818236, "mask_rcnn/false_positive": 0.12240828418179359, "roi_head/num_bg_samples": 461.0, "roi_head/num_fg_samples": 51.0, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5663423180012614, "total_loss": 1.0629610464529833} {"data_time": 0.012227120998431928, "eta_seconds": 60260.76143728163, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.2513986958367095, "fast_rcnn/fg_cls_accuracy": 0.6646988463170891, "iteration": 163639, "loss_box_reg": 0.2351119159720838, "loss_cls": 0.19813227280974388, "loss_mask": 0.23936921264976263, "loss_rpn_cls": 0.03795894660288468, "loss_rpn_loc": 0.06844777707010508, "loss_sem_seg": 0.2563130594789982, "lr": 0.02, "mask_rcnn/accuracy": 0.8973440287756056, "mask_rcnn/false_negative": 0.08350712888676298, "mask_rcnn/false_positive": 0.10318718748259421, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5695000139967306, "total_loss": 1.0690810247760965} {"data_time": 0.011842318002891261, "eta_seconds": 60251.899948260674, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.2784517462735284, "fast_rcnn/fg_cls_accuracy": 0.704624011766869, "iteration": 163659, "loss_box_reg": 0.2273435213137418, "loss_cls": 0.2075575077906251, "loss_mask": 0.24976286478340626, "loss_rpn_cls": 0.03900429769419134, "loss_rpn_loc": 0.06831525338930078, "loss_sem_seg": 0.2932210387662053, "lr": 0.02, "mask_rcnn/accuracy": 0.8949791489832823, "mask_rcnn/false_negative": 0.0808579090703033, "mask_rcnn/false_positive": 0.11072126910425958, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5699581890003174, "total_loss": 1.1002527803357225} {"data_time": 0.012436770994099788, "eta_seconds": 60240.568119530784, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.3142443003144654, "fast_rcnn/fg_cls_accuracy": 0.6370956688596492, "iteration": 163679, "loss_box_reg": 0.2337625486543402, "loss_cls": 0.21928393049165606, "loss_mask": 0.24472783226519823, "loss_rpn_cls": 0.039311287546297535, "loss_rpn_loc": 0.06978265552606899, "loss_sem_seg": 0.30570817133411765, "lr": 0.02, "mask_rcnn/accuracy": 0.8914343369263689, "mask_rcnn/false_negative": 0.09811620717888236, "mask_rcnn/false_positive": 0.1289057398412763, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5538663005063427, "total_loss": 1.0940031503268983} {"data_time": 0.012219408003147691, "eta_seconds": 60240.77149119401, "fast_rcnn/cls_accuracy": 0.95654296875, "fast_rcnn/false_negative": 0.25, "fast_rcnn/fg_cls_accuracy": 0.6714167455061495, "iteration": 163699, "loss_box_reg": 0.24839687254279852, "loss_cls": 0.21363846608437598, "loss_mask": 0.2595758978277445, "loss_rpn_cls": 0.04032140885828994, "loss_rpn_loc": 0.07486090146994684, "loss_sem_seg": 0.3130522593855858, "lr": 0.02, "mask_rcnn/accuracy": 0.9017354467828798, "mask_rcnn/false_negative": 0.08774321377596649, "mask_rcnn/false_positive": 0.11632714606715153, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 234.75, "rpn/num_pos_anchors": 21.25, "time": 0.5651788079921971, "total_loss": 1.1616191534267273} {"data_time": 0.012224806494486984, "eta_seconds": 60223.18848755763, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.287001287001287, "fast_rcnn/fg_cls_accuracy": 0.6774604793472718, "iteration": 163719, "loss_box_reg": 0.22608228167518973, "loss_cls": 0.20917974889744073, "loss_mask": 0.24247175455093384, "loss_rpn_cls": 0.03583759530738462, "loss_rpn_loc": 0.0699367776978761, "loss_sem_seg": 0.2735758414492011, "lr": 0.02, "mask_rcnn/accuracy": 0.8927833080849024, "mask_rcnn/false_negative": 0.10024582374888709, "mask_rcnn/false_positive": 0.11732624733932251, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5604608505018405, "total_loss": 1.058789726375835} {"data_time": 0.01292414349882165, "eta_seconds": 60211.855664477764, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.3263580931263858, "fast_rcnn/fg_cls_accuracy": 0.6401785714285715, "iteration": 163739, "loss_box_reg": 0.2194915460422635, "loss_cls": 0.19138321932405233, "loss_mask": 0.2523183375597, "loss_rpn_cls": 0.0384542198444251, "loss_rpn_loc": 0.07165185821941122, "loss_sem_seg": 0.29184998851269484, "lr": 0.02, "mask_rcnn/accuracy": 0.8796390736977409, "mask_rcnn/false_negative": 0.10909817343144815, "mask_rcnn/false_positive": 0.139433726273307, "roi_head/num_bg_samples": 431.75, "roi_head/num_fg_samples": 80.25, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.5554189324975596, "total_loss": 1.070948789943941} {"data_time": 0.012613553495611995, "eta_seconds": 60211.23591941753, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3007883173946756, "fast_rcnn/fg_cls_accuracy": 0.6318288321617955, "iteration": 163759, "loss_box_reg": 0.24207385256886482, "loss_cls": 0.21130137727595866, "loss_mask": 0.2536606891080737, "loss_rpn_cls": 0.047998487076256424, "loss_rpn_loc": 0.0862718733260408, "loss_sem_seg": 0.28450093581341207, "lr": 0.02, "mask_rcnn/accuracy": 0.8984379174365075, "mask_rcnn/false_negative": 0.09049553944283607, "mask_rcnn/false_positive": 0.10922018055333382, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5681513075032854, "total_loss": 1.1548844576172996} {"data_time": 0.012422654996044002, "eta_seconds": 60213.622654259925, "fast_rcnn/cls_accuracy": 0.95849609375, "fast_rcnn/false_negative": 0.27336999214454044, "fast_rcnn/fg_cls_accuracy": 0.6840288924558587, "iteration": 163779, "loss_box_reg": 0.23340943735092878, "loss_cls": 0.21199288475327194, "loss_mask": 0.2513145115226507, "loss_rpn_cls": 0.04365657258313149, "loss_rpn_loc": 0.08947422518394887, "loss_sem_seg": 0.2827248224057257, "lr": 0.02, "mask_rcnn/accuracy": 0.9009420137757911, "mask_rcnn/false_negative": 0.08395069291355742, "mask_rcnn/false_positive": 0.10657318978094543, "roi_head/num_bg_samples": 464.75, "roi_head/num_fg_samples": 47.25, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5717603850062005, "total_loss": 1.1305780188995413} {"data_time": 0.012166274500486907, "eta_seconds": 60202.285230840025, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.24346696964778447, "fast_rcnn/fg_cls_accuracy": 0.7231271995977879, "iteration": 163799, "loss_box_reg": 0.2060979143716395, "loss_cls": 0.1937548436690122, "loss_mask": 0.24470031587406993, "loss_rpn_cls": 0.04077725246315822, "loss_rpn_loc": 0.06783023296156898, "loss_sem_seg": 0.30873815016821027, "lr": 0.02, "mask_rcnn/accuracy": 0.8825593802689068, "mask_rcnn/false_negative": 0.08350512201281449, "mask_rcnn/false_positive": 0.12480507449276784, "roi_head/num_bg_samples": 461.0, "roi_head/num_fg_samples": 51.0, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5609994979968178, "total_loss": 1.062003341736272} {"data_time": 0.012070070493791718, "eta_seconds": 60183.87121634042, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.3278127812781278, "fast_rcnn/fg_cls_accuracy": 0.588947037066184, "iteration": 163819, "loss_box_reg": 0.22520375717431307, "loss_cls": 0.21403049142099917, "loss_mask": 0.2491499064490199, "loss_rpn_cls": 0.04246741908718832, "loss_rpn_loc": 0.06995141951483674, "loss_sem_seg": 0.32339055789634585, "lr": 0.02, "mask_rcnn/accuracy": 0.8993260367546421, "mask_rcnn/false_negative": 0.08302170246300158, "mask_rcnn/false_positive": 0.10670798854593501, "roi_head/num_bg_samples": 460.5, "roi_head/num_fg_samples": 51.5, "rpn/num_neg_anchors": 239.25, "rpn/num_pos_anchors": 16.75, "time": 0.5805595539932256, "total_loss": 1.1663614594872342} {"data_time": 0.013228641502792016, "eta_seconds": 60161.43349805409, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.3719636169074371, "fast_rcnn/fg_cls_accuracy": 0.5956666666666667, "iteration": 163839, "loss_box_reg": 0.22944327909499407, "loss_cls": 0.19459813833236694, "loss_mask": 0.24713472463190556, "loss_rpn_cls": 0.04470978249446489, "loss_rpn_loc": 0.07852529117371887, "loss_sem_seg": 0.32004742603749037, "lr": 0.02, "mask_rcnn/accuracy": 0.8765470543686225, "mask_rcnn/false_negative": 0.09206140206373548, "mask_rcnn/false_positive": 0.138869224265877, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5550555734953377, "total_loss": 1.0905036493204534} {"data_time": 0.012184004503069445, "eta_seconds": 60150.0994990341, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.3376348843497284, "fast_rcnn/fg_cls_accuracy": 0.6553228621291448, "iteration": 163859, "loss_box_reg": 0.22045139409601688, "loss_cls": 0.19076671870425344, "loss_mask": 0.2566477479413152, "loss_rpn_cls": 0.03734047477337299, "loss_rpn_loc": 0.07010588888078928, "loss_sem_seg": 0.3141163601540029, "lr": 0.02, "mask_rcnn/accuracy": 0.8843239598470968, "mask_rcnn/false_negative": 0.10124447617028041, "mask_rcnn/false_positive": 0.11771753765397543, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5772499540034914, "total_loss": 1.1140388403146062} {"data_time": 0.012409292001393624, "eta_seconds": 60138.76550001411, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.35418597466790236, "fast_rcnn/fg_cls_accuracy": 0.5692521545732555, "iteration": 163879, "loss_box_reg": 0.21763494983315468, "loss_cls": 0.19333485118113458, "loss_mask": 0.24000109732151031, "loss_rpn_cls": 0.03704273399489466, "loss_rpn_loc": 0.06307261751499027, "loss_sem_seg": 0.2999838530085981, "lr": 0.02, "mask_rcnn/accuracy": 0.9132755557580174, "mask_rcnn/false_negative": 0.0819142126062929, "mask_rcnn/false_positive": 0.11128296491861489, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5682247770018876, "total_loss": 1.103435505530797} {"data_time": 0.011962546508584637, "eta_seconds": 60121.19307983884, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.29927404718693285, "fast_rcnn/fg_cls_accuracy": 0.6430037047591906, "iteration": 163899, "loss_box_reg": 0.2166530340909958, "loss_cls": 0.19745221454650164, "loss_mask": 0.246473987121135, "loss_rpn_cls": 0.043133176455739886, "loss_rpn_loc": 0.08286408532876521, "loss_sem_seg": 0.3427431806921959, "lr": 0.02, "mask_rcnn/accuracy": 0.9000642863324235, "mask_rcnn/false_negative": 0.07707859069083403, "mask_rcnn/false_positive": 0.11903146870846303, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5609485035020043, "total_loss": 1.14469162079331} {"data_time": 0.012982825501239859, "eta_seconds": 60081.066002555686, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.31698564593301437, "fast_rcnn/fg_cls_accuracy": 0.6661103979460847, "iteration": 163919, "loss_box_reg": 0.22853272734209895, "loss_cls": 0.21480346098542213, "loss_mask": 0.26181043311953545, "loss_rpn_cls": 0.044169159315060824, "loss_rpn_loc": 0.07607703580288216, "loss_sem_seg": 0.31599757727235556, "lr": 0.02, "mask_rcnn/accuracy": 0.9110954603126815, "mask_rcnn/false_negative": 0.08490389146637559, "mask_rcnn/false_positive": 0.09478878601759362, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5658925350071513, "total_loss": 1.1461019136477262} {"data_time": 0.011998840505839325, "eta_seconds": 60092.26352472298, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.39011674396289786, "fast_rcnn/fg_cls_accuracy": 0.5935454173486088, "iteration": 163939, "loss_box_reg": 0.24377780314534903, "loss_cls": 0.20523725473321974, "loss_mask": 0.2513552727177739, "loss_rpn_cls": 0.03365043853409588, "loss_rpn_loc": 0.0768319584603887, "loss_sem_seg": 0.29287203680723906, "lr": 0.02, "mask_rcnn/accuracy": 0.8861415850075056, "mask_rcnn/false_negative": 0.0957914922817795, "mask_rcnn/false_positive": 0.14408655395568037, "roi_head/num_bg_samples": 460.5, "roi_head/num_fg_samples": 51.5, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5723070014937548, "total_loss": 1.0899206310714362} {"data_time": 0.012200093500723597, "eta_seconds": 60080.931882832985, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.26478059312884994, "fast_rcnn/fg_cls_accuracy": 0.7137398097826086, "iteration": 163959, "loss_box_reg": 0.21893705776892602, "loss_cls": 0.20801598683465272, "loss_mask": 0.24394163442775607, "loss_rpn_cls": 0.041402203736652154, "loss_rpn_loc": 0.08316237831604667, "loss_sem_seg": 0.3210292588919401, "lr": 0.02, "mask_rcnn/accuracy": 0.8955356298008523, "mask_rcnn/false_negative": 0.08634033284287768, "mask_rcnn/false_positive": 0.12172012989560788, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5631040544976713, "total_loss": 1.1166012229514308} {"data_time": 0.012233844492584467, "eta_seconds": 60020.48288557107, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.28746526399364825, "fast_rcnn/fg_cls_accuracy": 0.658649382800949, "iteration": 163979, "loss_box_reg": 0.1995438050944358, "loss_cls": 0.20402157260105014, "loss_mask": 0.24682511761784554, "loss_rpn_cls": 0.03938496616319753, "loss_rpn_loc": 0.07964740076567978, "loss_sem_seg": 0.34866449935361743, "lr": 0.02, "mask_rcnn/accuracy": 0.8929974400661732, "mask_rcnn/false_negative": 0.08765746643560782, "mask_rcnn/false_positive": 0.12888477197802664, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5649298509961227, "total_loss": 1.0990149023127742} {"data_time": 0.012181091995444149, "eta_seconds": 59995.311531275685, "fast_rcnn/cls_accuracy": 0.90576171875, "fast_rcnn/false_negative": 0.373477853606316, "fast_rcnn/fg_cls_accuracy": 0.577774583093732, "iteration": 163999, "loss_box_reg": 0.22048493288457394, "loss_cls": 0.21923623559996486, "loss_mask": 0.24382183933630586, "loss_rpn_cls": 0.03997761514619924, "loss_rpn_loc": 0.07372619607485831, "loss_sem_seg": 0.2907539941370487, "lr": 0.02, "mask_rcnn/accuracy": 0.8737342697369505, "mask_rcnn/false_negative": 0.11431527326999262, "mask_rcnn/false_positive": 0.1306384943758877, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.5646731075030402, "total_loss": 1.0823438001680188} {"data_time": 0.012723755498882383, "eta_seconds": 59932.62669895331, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3594992050874404, "fast_rcnn/fg_cls_accuracy": 0.595504041311181, "iteration": 164019, "loss_box_reg": 0.2038032948039472, "loss_cls": 0.1930383024737239, "loss_mask": 0.26648996490985155, "loss_rpn_cls": 0.0406601102440618, "loss_rpn_loc": 0.060521580642671324, "loss_sem_seg": 0.3218326414935291, "lr": 0.02, "mask_rcnn/accuracy": 0.906313454332325, "mask_rcnn/false_negative": 0.0788336499934072, "mask_rcnn/false_positive": 0.1002882611415411, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5522919084978639, "total_loss": 1.096279849356506} {"data_time": 0.012016596003377344, "eta_seconds": 59905.14099319887, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.31019778624569044, "fast_rcnn/fg_cls_accuracy": 0.6416259914582062, "iteration": 164039, "loss_box_reg": 0.22751204925589263, "loss_cls": 0.2072460341732949, "loss_mask": 0.25603211764246225, "loss_rpn_cls": 0.03745135274948552, "loss_rpn_loc": 0.06952977101900615, "loss_sem_seg": 0.31809749035164714, "lr": 0.02, "mask_rcnn/accuracy": 0.8786224709332959, "mask_rcnn/false_negative": 0.0968763283363767, "mask_rcnn/false_positive": 0.14580200622859213, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5675065669929609, "total_loss": 1.0955017265223432} {"data_time": 0.01333320299454499, "eta_seconds": 59881.37854591034, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.33170995670995673, "fast_rcnn/fg_cls_accuracy": 0.6096413055586498, "iteration": 164059, "loss_box_reg": 0.21535395411774516, "loss_cls": 0.21319018420763314, "loss_mask": 0.2514780703932047, "loss_rpn_cls": 0.043339582276530564, "loss_rpn_loc": 0.07580797567788977, "loss_sem_seg": 0.328974231146276, "lr": 0.02, "mask_rcnn/accuracy": 0.9108395103851596, "mask_rcnn/false_negative": 0.0754279911686821, "mask_rcnn/false_positive": 0.09997216838478304, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5636314754956402, "total_loss": 1.1387854454515036} {"data_time": 0.012204350998217706, "eta_seconds": 59870.073880380296, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.2878356605800215, "fast_rcnn/fg_cls_accuracy": 0.656390977443609, "iteration": 164079, "loss_box_reg": 0.20988386031240225, "loss_cls": 0.20350272255018353, "loss_mask": 0.24408965837210417, "loss_rpn_cls": 0.037882841992541216, "loss_rpn_loc": 0.0714034513803199, "loss_sem_seg": 0.31750107277184725, "lr": 0.02, "mask_rcnn/accuracy": 0.9098597026159174, "mask_rcnn/false_negative": 0.07453103216289528, "mask_rcnn/false_positive": 0.11532348150461824, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5591940369995427, "total_loss": 1.1678904301734292} {"data_time": 0.012049168995872606, "eta_seconds": 59858.769214850254, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.32673389080177073, "fast_rcnn/fg_cls_accuracy": 0.6197542313934616, "iteration": 164099, "loss_box_reg": 0.23562536062672734, "loss_cls": 0.22065118898171932, "loss_mask": 0.2563345227390528, "loss_rpn_cls": 0.047135631466517225, "loss_rpn_loc": 0.08035800795187242, "loss_sem_seg": 0.3355417693965137, "lr": 0.02, "mask_rcnn/accuracy": 0.8794873879362153, "mask_rcnn/false_negative": 0.10449283099758852, "mask_rcnn/false_positive": 0.15740582830500857, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5770940910006175, "total_loss": 1.1624392793746665} {"data_time": 0.013480265995895024, "eta_seconds": 59876.07634870284, "fast_rcnn/cls_accuracy": 0.95654296875, "fast_rcnn/false_negative": 0.2978438228438228, "fast_rcnn/fg_cls_accuracy": 0.6785499656593407, "iteration": 164119, "loss_box_reg": 0.23192193685099483, "loss_cls": 0.22196491505019367, "loss_mask": 0.2531306277960539, "loss_rpn_cls": 0.04192733297531959, "loss_rpn_loc": 0.07285888999467716, "loss_sem_seg": 0.35558860935270786, "lr": 0.02, "mask_rcnn/accuracy": 0.8875248560962847, "mask_rcnn/false_negative": 0.08276503955052249, "mask_rcnn/false_positive": 0.13162604361077979, "roi_head/num_bg_samples": 467.75, "roi_head/num_fg_samples": 44.25, "rpn/num_neg_anchors": 238.5, "rpn/num_pos_anchors": 17.5, "time": 0.5707164810009999, "total_loss": 1.1780220058863051} {"data_time": 0.012637105501198675, "eta_seconds": 59890.3579104387, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.42168933428775945, "fast_rcnn/fg_cls_accuracy": 0.5783106657122405, "iteration": 164139, "loss_box_reg": 0.23988143727183342, "loss_cls": 0.22355709038674831, "loss_mask": 0.25060194730758667, "loss_rpn_cls": 0.03706067695748061, "loss_rpn_loc": 0.07379223656607792, "loss_sem_seg": 0.2652803100645542, "lr": 0.02, "mask_rcnn/accuracy": 0.8876783719654924, "mask_rcnn/false_negative": 0.10038871506708727, "mask_rcnn/false_positive": 0.13763388564527518, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5736380114976782, "total_loss": 1.118386389745865} {"data_time": 0.012866551500337664, "eta_seconds": 59936.70010203872, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.2965805238532511, "fast_rcnn/fg_cls_accuracy": 0.6126623376623377, "iteration": 164159, "loss_box_reg": 0.22108420077711344, "loss_cls": 0.21271793940104544, "loss_mask": 0.24109028652310371, "loss_rpn_cls": 0.03386717030662112, "loss_rpn_loc": 0.0597610087133944, "loss_sem_seg": 0.29546726448461413, "lr": 0.02, "mask_rcnn/accuracy": 0.9000237161161615, "mask_rcnn/false_negative": 0.08128875830709137, "mask_rcnn/false_positive": 0.1227302065237356, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5729351355039398, "total_loss": 1.0466488867459702} {"data_time": 0.013615329502499662, "eta_seconds": 59962.53355672073, "fast_rcnn/cls_accuracy": 0.8994140625, "fast_rcnn/false_negative": 0.37058080808080807, "fast_rcnn/fg_cls_accuracy": 0.5367537867537868, "iteration": 164179, "loss_box_reg": 0.23617824260145426, "loss_cls": 0.2183125652372837, "loss_mask": 0.2621064018458128, "loss_rpn_cls": 0.039811410126276314, "loss_rpn_loc": 0.07455432694405317, "loss_sem_seg": 0.33838816126808524, "lr": 0.02, "mask_rcnn/accuracy": 0.8760454368713297, "mask_rcnn/false_negative": 0.11068565010225354, "mask_rcnn/false_positive": 0.13709840143024327, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.5763278505037306, "total_loss": 1.2004798599518836} {"data_time": 0.012267443002201617, "eta_seconds": 59990.63472475275, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.2935606060606061, "fast_rcnn/fg_cls_accuracy": 0.6497517523364487, "iteration": 164199, "loss_box_reg": 0.2547268019989133, "loss_cls": 0.22720150789245963, "loss_mask": 0.2634631572291255, "loss_rpn_cls": 0.04447349504334852, "loss_rpn_loc": 0.08151310338871554, "loss_sem_seg": 0.35149192111566663, "lr": 0.02, "mask_rcnn/accuracy": 0.8926942875364432, "mask_rcnn/false_negative": 0.0946669427704005, "mask_rcnn/false_positive": 0.10963874114945663, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5762823619879782, "total_loss": 1.1924536472652107} {"data_time": 0.012028564000502229, "eta_seconds": 59979.29444730268, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3165631469979296, "fast_rcnn/fg_cls_accuracy": 0.6577610596707819, "iteration": 164219, "loss_box_reg": 0.23743525589816272, "loss_cls": 0.20838220068253577, "loss_mask": 0.24988465756177902, "loss_rpn_cls": 0.041294270209618844, "loss_rpn_loc": 0.0763089103566017, "loss_sem_seg": 0.3098854464478791, "lr": 0.02, "mask_rcnn/accuracy": 0.8849914965986394, "mask_rcnn/false_negative": 0.0985151833736406, "mask_rcnn/false_positive": 0.13843573284414232, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5727097644994501, "total_loss": 1.1188716251635924} {"data_time": 0.011840676997962873, "eta_seconds": 59967.95416985261, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3555770470664088, "fast_rcnn/fg_cls_accuracy": 0.602230309817096, "iteration": 164239, "loss_box_reg": 0.22577371750958264, "loss_cls": 0.21585084381513298, "loss_mask": 0.25641200598329306, "loss_rpn_cls": 0.04076020492357202, "loss_rpn_loc": 0.0750853851204738, "loss_sem_seg": 0.3099859345238656, "lr": 0.02, "mask_rcnn/accuracy": 0.901599032470131, "mask_rcnn/false_negative": 0.09102188811880232, "mask_rcnn/false_positive": 0.11117774749320516, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5682277835003333, "total_loss": 1.1625916219200008} {"data_time": 0.012495580500399228, "eta_seconds": 59949.06393136065, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.32361778846153844, "fast_rcnn/fg_cls_accuracy": 0.6269604519774011, "iteration": 164259, "loss_box_reg": 0.260208607185632, "loss_cls": 0.23281442373991013, "loss_mask": 0.2676889570429921, "loss_rpn_cls": 0.0407676050090231, "loss_rpn_loc": 0.07319021900184453, "loss_sem_seg": 0.3299587955698371, "lr": 0.02, "mask_rcnn/accuracy": 0.893415777045653, "mask_rcnn/false_negative": 0.09588606078271275, "mask_rcnn/false_positive": 0.12109785679786557, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5669509440049296, "total_loss": 1.1806427220872138} {"data_time": 0.01187164599832613, "eta_seconds": 59916.53008383525, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.3151637321046569, "fast_rcnn/fg_cls_accuracy": 0.5682273768613975, "iteration": 164279, "loss_box_reg": 0.2305263038724661, "loss_cls": 0.22663414245471358, "loss_mask": 0.24932752922177315, "loss_rpn_cls": 0.04344722720270511, "loss_rpn_loc": 0.0813268538331613, "loss_sem_seg": 0.30485656578093767, "lr": 0.02, "mask_rcnn/accuracy": 0.8932164843453989, "mask_rcnn/false_negative": 0.0796607964914571, "mask_rcnn/false_positive": 0.1218205291063994, "roi_head/num_bg_samples": 463.5, "roi_head/num_fg_samples": 48.5, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 0.5592768185015302, "total_loss": 1.141747281244534} {"data_time": 0.0117876759977662, "eta_seconds": 59947.01980851807, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.3416796003492094, "fast_rcnn/fg_cls_accuracy": 0.6251490757304711, "iteration": 164299, "loss_box_reg": 0.23979363404214382, "loss_cls": 0.21918215788900852, "loss_mask": 0.26360536087304354, "loss_rpn_cls": 0.05303967196960002, "loss_rpn_loc": 0.09163120095035993, "loss_sem_seg": 0.30934287514537573, "lr": 0.02, "mask_rcnn/accuracy": 0.8859789837321235, "mask_rcnn/false_negative": 0.10589397603784557, "mask_rcnn/false_positive": 0.11945965966109029, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5784813520003809, "total_loss": 1.2199665955558885} {"data_time": 0.01129475400375668, "eta_seconds": 59945.805891602264, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3612016767582673, "fast_rcnn/fg_cls_accuracy": 0.5790724352671255, "iteration": 164319, "loss_box_reg": 0.2132204242516309, "loss_cls": 0.21750745410099626, "loss_mask": 0.26997731253504753, "loss_rpn_cls": 0.05358688358683139, "loss_rpn_loc": 0.07981092925183475, "loss_sem_seg": 0.3661815491504967, "lr": 0.02, "mask_rcnn/accuracy": 0.8774956032317263, "mask_rcnn/false_negative": 0.1092661113011702, "mask_rcnn/false_positive": 0.14527327931505346, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.5717106825031806, "total_loss": 1.2157129450934008} {"data_time": 0.012561031500808895, "eta_seconds": 59918.87495564684, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3685703936247283, "fast_rcnn/fg_cls_accuracy": 0.5827768823393967, "iteration": 164339, "loss_box_reg": 0.2172116143628955, "loss_cls": 0.2166959315072745, "loss_mask": 0.2569979904219508, "loss_rpn_cls": 0.046635468141175807, "loss_rpn_loc": 0.07653702370589599, "loss_sem_seg": 0.31237281346693635, "lr": 0.02, "mask_rcnn/accuracy": 0.8909173044217686, "mask_rcnn/false_negative": 0.08272882939769331, "mask_rcnn/false_positive": 0.1433577973808838, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.56139995099511, "total_loss": 1.1573109689052217} {"data_time": 0.012773868002113886, "eta_seconds": 59907.5332354368, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.29512746710526316, "fast_rcnn/fg_cls_accuracy": 0.6488286264441592, "iteration": 164359, "loss_box_reg": 0.2353149182163179, "loss_cls": 0.20853772200644016, "loss_mask": 0.25609452463686466, "loss_rpn_cls": 0.049844614550238475, "loss_rpn_loc": 0.0816113960754592, "loss_sem_seg": 0.33082578936591744, "lr": 0.02, "mask_rcnn/accuracy": 0.8878910726994602, "mask_rcnn/false_negative": 0.0846406767435981, "mask_rcnn/false_positive": 0.1221665825691654, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 203.75, "rpn/num_pos_anchors": 52.25, "time": 0.5700957579974784, "total_loss": 1.1958980257622898} {"data_time": 0.01255688100354746, "eta_seconds": 59924.293196826664, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.3061806698158272, "fast_rcnn/fg_cls_accuracy": 0.6517745823289834, "iteration": 164379, "loss_box_reg": 0.24448092002421618, "loss_cls": 0.20673572202213109, "loss_mask": 0.2547285258769989, "loss_rpn_cls": 0.03918763888214016, "loss_rpn_loc": 0.06327840744052082, "loss_sem_seg": 0.3110891052056104, "lr": 0.02, "mask_rcnn/accuracy": 0.8885474872679996, "mask_rcnn/false_negative": 0.1086926091415532, "mask_rcnn/false_positive": 0.12688240345642998, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.582424328502384, "total_loss": 1.108227560074738} {"data_time": 0.012581989001773763, "eta_seconds": 59900.42720980205, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.3273809523809524, "fast_rcnn/fg_cls_accuracy": 0.6503586800573888, "iteration": 164399, "loss_box_reg": 0.23143791256006807, "loss_cls": 0.21732356189750135, "loss_mask": 0.24876924883574247, "loss_rpn_cls": 0.041315971058793366, "loss_rpn_loc": 0.06663720833603293, "loss_sem_seg": 0.3103768478613347, "lr": 0.02, "mask_rcnn/accuracy": 0.9000990107518774, "mask_rcnn/false_negative": 0.08580919865475212, "mask_rcnn/false_positive": 0.10309036101882954, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5667439035023563, "total_loss": 1.136927557992749} {"data_time": 0.01293578049808275, "eta_seconds": 59926.83856862874, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.39415584415584415, "fast_rcnn/fg_cls_accuracy": 0.5576190476190477, "iteration": 164419, "loss_box_reg": 0.23626345524098724, "loss_cls": 0.21249019540846348, "loss_mask": 0.2591687645763159, "loss_rpn_cls": 0.04177710440126248, "loss_rpn_loc": 0.07720378405065276, "loss_sem_seg": 0.30325092683779076, "lr": 0.02, "mask_rcnn/accuracy": 0.8811551395592413, "mask_rcnn/false_negative": 0.09704804499115471, "mask_rcnn/false_positive": 0.15051327293023026, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5853802070050733, "total_loss": 1.2034490518490202} {"data_time": 0.013054293005552609, "eta_seconds": 59919.28667843545, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.38279404211607604, "fast_rcnn/fg_cls_accuracy": 0.5575000835757029, "iteration": 164439, "loss_box_reg": 0.22934552794322371, "loss_cls": 0.21724916948005557, "loss_mask": 0.25631378777325153, "loss_rpn_cls": 0.04257092117040884, "loss_rpn_loc": 0.06903153960593045, "loss_sem_seg": 0.3124832580797374, "lr": 0.02, "mask_rcnn/accuracy": 0.8826496324336186, "mask_rcnn/false_negative": 0.0961550615281121, "mask_rcnn/false_positive": 0.12249096101131737, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.5618415075005032, "total_loss": 1.1871677154995268} {"data_time": 0.012105387504561804, "eta_seconds": 59904.134923628735, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.30727332746478875, "fast_rcnn/fg_cls_accuracy": 0.6571059431524549, "iteration": 164459, "loss_box_reg": 0.23616889608092606, "loss_cls": 0.21730240364558995, "loss_mask": 0.24272548221051693, "loss_rpn_cls": 0.04776829885668121, "loss_rpn_loc": 0.08789905195590109, "loss_sem_seg": 0.33712492283666506, "lr": 0.02, "mask_rcnn/accuracy": 0.8879451552756519, "mask_rcnn/false_negative": 0.10841796774311988, "mask_rcnn/false_positive": 0.13101907361465498, "roi_head/num_bg_samples": 427.75, "roi_head/num_fg_samples": 84.25, "rpn/num_neg_anchors": 204.75, "rpn/num_pos_anchors": 51.25, "time": 0.5687278499972308, "total_loss": 1.2087876125297043} {"data_time": 0.011462305999884848, "eta_seconds": 59892.783101128734, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.32256872598285546, "fast_rcnn/fg_cls_accuracy": 0.6698863636363637, "iteration": 164479, "loss_box_reg": 0.2224666136316955, "loss_cls": 0.2058035871013999, "loss_mask": 0.25371444830670953, "loss_rpn_cls": 0.042884211405180395, "loss_rpn_loc": 0.07052734267199412, "loss_sem_seg": 0.31342206289991736, "lr": 0.02, "mask_rcnn/accuracy": 0.8884202329580482, "mask_rcnn/false_negative": 0.09308133220917006, "mask_rcnn/false_positive": 0.13511698644198394, "roi_head/num_bg_samples": 457.5, "roi_head/num_fg_samples": 54.5, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5589820579989464, "total_loss": 1.0989560144371353} {"data_time": 0.011624736507656053, "eta_seconds": 59891.3693143787, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.35440108246688506, "fast_rcnn/fg_cls_accuracy": 0.6002280162585506, "iteration": 164499, "loss_box_reg": 0.24653102736920118, "loss_cls": 0.22949006501585245, "loss_mask": 0.2493716860190034, "loss_rpn_cls": 0.03960369364358485, "loss_rpn_loc": 0.08028850638947915, "loss_sem_seg": 0.34747932804748416, "lr": 0.02, "mask_rcnn/accuracy": 0.8973975186620959, "mask_rcnn/false_negative": 0.09439050876522123, "mask_rcnn/false_positive": 0.11317497317394067, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5749682780005969, "total_loss": 1.1992704869189765} {"data_time": 0.01238615198963089, "eta_seconds": 59880.01560790874, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.31216658062295644, "fast_rcnn/fg_cls_accuracy": 0.6322649572649572, "iteration": 164519, "loss_box_reg": 0.23231809958815575, "loss_cls": 0.22486913669854403, "loss_mask": 0.24813660141080618, "loss_rpn_cls": 0.04157061383011751, "loss_rpn_loc": 0.07256261812290177, "loss_sem_seg": 0.31847009458579123, "lr": 0.02, "mask_rcnn/accuracy": 0.8930673108579106, "mask_rcnn/false_negative": 0.10266953231489573, "mask_rcnn/false_positive": 0.11291386650046203, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.5689305425039493, "total_loss": 1.187875956791686} {"data_time": 0.012900419998914003, "eta_seconds": 59864.84901144057, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.32560706401766004, "fast_rcnn/fg_cls_accuracy": 0.6315368805663393, "iteration": 164539, "loss_box_reg": 0.22260793717578053, "loss_cls": 0.21883376222103834, "loss_mask": 0.2577203190885484, "loss_rpn_cls": 0.04338180445483886, "loss_rpn_loc": 0.08415092143695801, "loss_sem_seg": 0.32521668495610356, "lr": 0.02, "mask_rcnn/accuracy": 0.8909920708298112, "mask_rcnn/false_negative": 0.08369237018054897, "mask_rcnn/false_positive": 0.12761207845399422, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5618142365055974, "total_loss": 1.1544602749345358} {"data_time": 0.011082838995207567, "eta_seconds": 59853.49602806066, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.28275200767110154, "fast_rcnn/fg_cls_accuracy": 0.6922705314009662, "iteration": 164559, "loss_box_reg": 0.21747511345893145, "loss_cls": 0.20460774097591639, "loss_mask": 0.24720927141606808, "loss_rpn_cls": 0.04279076926468406, "loss_rpn_loc": 0.06823638784408104, "loss_sem_seg": 0.32185077061876655, "lr": 0.02, "mask_rcnn/accuracy": 0.8808701314216012, "mask_rcnn/false_negative": 0.09164602615802997, "mask_rcnn/false_positive": 0.13245951404323036, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5584893964987714, "total_loss": 1.1077155523380497} {"data_time": 0.012652700497710612, "eta_seconds": 59867.99206341197, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.32611128877518386, "fast_rcnn/fg_cls_accuracy": 0.6708030962747944, "iteration": 164579, "loss_box_reg": 0.23221577634103596, "loss_cls": 0.20869341841898859, "loss_mask": 0.2629550117999315, "loss_rpn_cls": 0.04024908784776926, "loss_rpn_loc": 0.0886175223859027, "loss_sem_seg": 0.324807942379266, "lr": 0.02, "mask_rcnn/accuracy": 0.8828972319516305, "mask_rcnn/false_negative": 0.11046962499674351, "mask_rcnn/false_positive": 0.1308551802184482, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5673955654929159, "total_loss": 1.163551844714675} {"data_time": 0.012962097003764939, "eta_seconds": 59796.97715766646, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.26721732745961824, "fast_rcnn/fg_cls_accuracy": 0.6878458498023716, "iteration": 164599, "loss_box_reg": 0.22592462599277496, "loss_cls": 0.21221278770826757, "loss_mask": 0.2512420043349266, "loss_rpn_cls": 0.041989067947724834, "loss_rpn_loc": 0.0713992064120248, "loss_sem_seg": 0.3467585379257798, "lr": 0.02, "mask_rcnn/accuracy": 0.9042412883520756, "mask_rcnn/false_negative": 0.09973715486725875, "mask_rcnn/false_positive": 0.11791312920655117, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 238.25, "rpn/num_pos_anchors": 17.75, "time": 0.5604922494967468, "total_loss": 1.1718746282567736} {"data_time": 0.012738062992866617, "eta_seconds": 59785.63059033642, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.35001367240907844, "fast_rcnn/fg_cls_accuracy": 0.6115668580803937, "iteration": 164619, "loss_box_reg": 0.22925492119975388, "loss_cls": 0.22317038825713098, "loss_mask": 0.2571551436558366, "loss_rpn_cls": 0.04169745126273483, "loss_rpn_loc": 0.06553051664377563, "loss_sem_seg": 0.3134259656071663, "lr": 0.02, "mask_rcnn/accuracy": 0.8872157527783842, "mask_rcnn/false_negative": 0.09110539326653924, "mask_rcnn/false_positive": 0.12659022336097786, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.5674493159967824, "total_loss": 1.135564960030024} {"data_time": 0.012246054495335557, "eta_seconds": 59731.52520929688, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.32925907258064513, "fast_rcnn/fg_cls_accuracy": 0.6294765259206141, "iteration": 164639, "loss_box_reg": 0.21467909612692893, "loss_cls": 0.1978893866762519, "loss_mask": 0.23795936536043882, "loss_rpn_cls": 0.03905393414606806, "loss_rpn_loc": 0.07237253920175135, "loss_sem_seg": 0.3250100892037153, "lr": 0.02, "mask_rcnn/accuracy": 0.9005513377248394, "mask_rcnn/false_negative": 0.07506692265577733, "mask_rcnn/false_positive": 0.11380945644068062, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5534846615046263, "total_loss": 1.086766046792036} {"data_time": 0.01205745399784064, "eta_seconds": 59727.22190477391, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.29183373429564285, "fast_rcnn/fg_cls_accuracy": 0.667535418337343, "iteration": 164659, "loss_box_reg": 0.22017832938581705, "loss_cls": 0.2191071768756956, "loss_mask": 0.2596779419109225, "loss_rpn_cls": 0.039482459105784073, "loss_rpn_loc": 0.0693070202250965, "loss_sem_seg": 0.3161983648315072, "lr": 0.02, "mask_rcnn/accuracy": 0.9028678209789662, "mask_rcnn/false_negative": 0.08352021589167352, "mask_rcnn/false_positive": 0.10480927840212736, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5703486940037692, "total_loss": 1.11213708500145} {"data_time": 0.01256946300418349, "eta_seconds": 59729.44720018055, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.33688498487341434, "fast_rcnn/fg_cls_accuracy": 0.62617818211622, "iteration": 164679, "loss_box_reg": 0.22910781111568213, "loss_cls": 0.2032972350716591, "loss_mask": 0.2570130508393049, "loss_rpn_cls": 0.045124909513106104, "loss_rpn_loc": 0.08071858609037008, "loss_sem_seg": 0.31099757459014654, "lr": 0.02, "mask_rcnn/accuracy": 0.8945158312302266, "mask_rcnn/false_negative": 0.08091664825370452, "mask_rcnn/false_positive": 0.14292666138086962, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5649192964992835, "total_loss": 1.1544065278430935} {"data_time": 0.013116132999130059, "eta_seconds": 59680.05121456426, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.31093465570271794, "fast_rcnn/fg_cls_accuracy": 0.6568515816816709, "iteration": 164699, "loss_box_reg": 0.22544712480157614, "loss_cls": 0.20453427452594042, "loss_mask": 0.25324919587001204, "loss_rpn_cls": 0.04325761781365145, "loss_rpn_loc": 0.07438878517132252, "loss_sem_seg": 0.3035287382081151, "lr": 0.02, "mask_rcnn/accuracy": 0.8846922625749948, "mask_rcnn/false_negative": 0.07838910580774514, "mask_rcnn/false_positive": 0.14460419375578087, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5497562119926442, "total_loss": 1.0928291926102247} {"data_time": 0.013359418000618462, "eta_seconds": 59668.71607981443, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.31636776963879765, "fast_rcnn/fg_cls_accuracy": 0.6300829320492242, "iteration": 164719, "loss_box_reg": 0.23145221546292305, "loss_cls": 0.1857116527389735, "loss_mask": 0.24500963045284152, "loss_rpn_cls": 0.045166546100517735, "loss_rpn_loc": 0.08120419463375583, "loss_sem_seg": 0.3000218397937715, "lr": 0.02, "mask_rcnn/accuracy": 0.9011367356608272, "mask_rcnn/false_negative": 0.07775447834386243, "mask_rcnn/false_positive": 0.10996968668545953, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5548861775023397, "total_loss": 1.1451986698666587} {"data_time": 0.012630297496798448, "eta_seconds": 59674.832955797676, "fast_rcnn/cls_accuracy": 0.90869140625, "fast_rcnn/false_negative": 0.41963993453355153, "fast_rcnn/fg_cls_accuracy": 0.5538981958762887, "iteration": 164739, "loss_box_reg": 0.23122876859270036, "loss_cls": 0.2080316070932895, "loss_mask": 0.2536108074709773, "loss_rpn_cls": 0.04023652651812881, "loss_rpn_loc": 0.07554156187688932, "loss_sem_seg": 0.3078156178817153, "lr": 0.02, "mask_rcnn/accuracy": 0.8767327750698721, "mask_rcnn/false_negative": 0.09260578333287042, "mask_rcnn/false_positive": 0.14307869988664645, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.5647269600012805, "total_loss": 1.1481266526388936} {"data_time": 0.013606513006379828, "eta_seconds": 59625.81601746641, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.32807881773399017, "fast_rcnn/fg_cls_accuracy": 0.6241862517930046, "iteration": 164759, "loss_box_reg": 0.23180081462487578, "loss_cls": 0.21216563298366964, "loss_mask": 0.2542098490521312, "loss_rpn_cls": 0.03677860778407194, "loss_rpn_loc": 0.0755557730444707, "loss_sem_seg": 0.2829100856324658, "lr": 0.02, "mask_rcnn/accuracy": 0.8792792228498543, "mask_rcnn/false_negative": 0.0896394178145766, "mask_rcnn/false_positive": 0.14597758178395637, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.5640032944938866, "total_loss": 1.1049042682279833} {"data_time": 0.012580134498421103, "eta_seconds": 59634.71067556496, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.32896051317103947, "fast_rcnn/fg_cls_accuracy": 0.6528775278775278, "iteration": 164779, "loss_box_reg": 0.26283223181962967, "loss_cls": 0.2240121483337134, "loss_mask": 0.25032717175781727, "loss_rpn_cls": 0.04837427887832746, "loss_rpn_loc": 0.08907537977211177, "loss_sem_seg": 0.3178282054141164, "lr": 0.02, "mask_rcnn/accuracy": 0.8869150106910773, "mask_rcnn/false_negative": 0.10274243135923833, "mask_rcnn/false_positive": 0.12182497996296321, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5775789145045565, "total_loss": 1.213489575937274} {"data_time": 0.01381429500906961, "eta_seconds": 59631.90234503887, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.25748635959903565, "fast_rcnn/fg_cls_accuracy": 0.7327421318031646, "iteration": 164799, "loss_box_reg": 0.23860261542722583, "loss_cls": 0.21907303109765053, "loss_mask": 0.27391061279922724, "loss_rpn_cls": 0.0417602329980582, "loss_rpn_loc": 0.07188415806740522, "loss_sem_seg": 0.3085486066993326, "lr": 0.02, "mask_rcnn/accuracy": 0.8937945801785088, "mask_rcnn/false_negative": 0.07749154163466057, "mask_rcnn/false_positive": 0.14832101179494653, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5672895640018396, "total_loss": 1.1572385342878988} {"data_time": 0.012120516003051307, "eta_seconds": 59562.94870071649, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.3075105042016807, "fast_rcnn/fg_cls_accuracy": 0.6566362585121419, "iteration": 164819, "loss_box_reg": 0.2087933928705752, "loss_cls": 0.19097802112810314, "loss_mask": 0.25517918169498444, "loss_rpn_cls": 0.0359985361865256, "loss_rpn_loc": 0.06000525862327777, "loss_sem_seg": 0.2978976550512016, "lr": 0.02, "mask_rcnn/accuracy": 0.9026213184137291, "mask_rcnn/false_negative": 0.0997460580695306, "mask_rcnn/false_positive": 0.09815253254654666, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5579117750021396, "total_loss": 1.0712243978632614} {"data_time": 0.01170670449937461, "eta_seconds": 59580.49085634672, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3371400198609732, "fast_rcnn/fg_cls_accuracy": 0.5863007308350179, "iteration": 164839, "loss_box_reg": 0.23526422982104123, "loss_cls": 0.2079328652471304, "loss_mask": 0.24322821106761694, "loss_rpn_cls": 0.04579271131660789, "loss_rpn_loc": 0.08063506887992844, "loss_sem_seg": 0.28854754846543074, "lr": 0.02, "mask_rcnn/accuracy": 0.9026109903738582, "mask_rcnn/false_negative": 0.08742313305845405, "mask_rcnn/false_positive": 0.10735039525719081, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5602399394992972, "total_loss": 1.1320658715849277} {"data_time": 0.012853673506469931, "eta_seconds": 59581.53103426478, "fast_rcnn/cls_accuracy": 0.9091796875, "fast_rcnn/false_negative": 0.35574617229293487, "fast_rcnn/fg_cls_accuracy": 0.6020032051282052, "iteration": 164859, "loss_box_reg": 0.24071782384999096, "loss_cls": 0.22477134689688683, "loss_mask": 0.25631136540323496, "loss_rpn_cls": 0.04891070778830908, "loss_rpn_loc": 0.08975357178132981, "loss_sem_seg": 0.325106424279511, "lr": 0.02, "mask_rcnn/accuracy": 0.8854143415178571, "mask_rcnn/false_negative": 0.09939334876253408, "mask_rcnn/false_positive": 0.12821678912699058, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 205.5, "rpn/num_pos_anchors": 50.5, "time": 0.5722292455029674, "total_loss": 1.1924032904207706} {"data_time": 0.012882057002570946, "eta_seconds": 59557.82827578687, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.31507036107777897, "fast_rcnn/fg_cls_accuracy": 0.6168047267587939, "iteration": 164879, "loss_box_reg": 0.235908423201181, "loss_cls": 0.22222906281240284, "loss_mask": 0.2505393447354436, "loss_rpn_cls": 0.049348642089171335, "loss_rpn_loc": 0.07505451558972709, "loss_sem_seg": 0.36066863127052784, "lr": 0.02, "mask_rcnn/accuracy": 0.887663012612537, "mask_rcnn/false_negative": 0.08397938689212878, "mask_rcnn/false_positive": 0.12191830555820454, "roi_head/num_bg_samples": 428.75, "roi_head/num_fg_samples": 83.25, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.556230897003843, "total_loss": 1.2167578048829455} {"data_time": 0.012520472002506722, "eta_seconds": 59546.49698550695, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.33358761987794244, "fast_rcnn/fg_cls_accuracy": 0.6449738833813026, "iteration": 164899, "loss_box_reg": 0.21841761330142617, "loss_cls": 0.2065866228658706, "loss_mask": 0.25214458256959915, "loss_rpn_cls": 0.03643269560416229, "loss_rpn_loc": 0.07475440402049571, "loss_sem_seg": 0.30489351600408554, "lr": 0.02, "mask_rcnn/accuracy": 0.8961210694931725, "mask_rcnn/false_negative": 0.10350378210782576, "mask_rcnn/false_positive": 0.1242791817563314, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5556512999974075, "total_loss": 1.0833744219271466} {"data_time": 0.013049406996287871, "eta_seconds": 59535.16569522703, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.383453237410072, "fast_rcnn/fg_cls_accuracy": 0.6070672873465933, "iteration": 164919, "loss_box_reg": 0.2484873733483255, "loss_cls": 0.20411123661324382, "loss_mask": 0.2551535749807954, "loss_rpn_cls": 0.04484064702410251, "loss_rpn_loc": 0.07113995833788067, "loss_sem_seg": 0.3252968857996166, "lr": 0.02, "mask_rcnn/accuracy": 0.8944836189192658, "mask_rcnn/false_negative": 0.10846766082620223, "mask_rcnn/false_positive": 0.1097716409862032, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5621646614963538, "total_loss": 1.176898585719755} {"data_time": 0.01253007899504155, "eta_seconds": 59516.33236713303, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.32849835330390303, "fast_rcnn/fg_cls_accuracy": 0.6367245657568239, "iteration": 164939, "loss_box_reg": 0.23510559741407633, "loss_cls": 0.21531043434515595, "loss_mask": 0.26199620123952627, "loss_rpn_cls": 0.03768559191667009, "loss_rpn_loc": 0.06963275105226785, "loss_sem_seg": 0.3200847820844501, "lr": 0.02, "mask_rcnn/accuracy": 0.8692123821531047, "mask_rcnn/false_negative": 0.09450199990326606, "mask_rcnn/false_positive": 0.1686385664954364, "roi_head/num_bg_samples": 430.75, "roi_head/num_fg_samples": 81.25, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.5720080495011644, "total_loss": 1.1254344298213255} {"data_time": 0.011866228000144474, "eta_seconds": 59512.50311466718, "fast_rcnn/cls_accuracy": 0.96337890625, "fast_rcnn/false_negative": 0.23657024793388431, "fast_rcnn/fg_cls_accuracy": 0.7064479638009049, "iteration": 164959, "loss_box_reg": 0.2249470315873623, "loss_cls": 0.2024242589250207, "loss_mask": 0.2447014730423689, "loss_rpn_cls": 0.03587128800791106, "loss_rpn_loc": 0.06323957126005553, "loss_sem_seg": 0.33045240258798003, "lr": 0.02, "mask_rcnn/accuracy": 0.9177101592170611, "mask_rcnn/false_negative": 0.07907563582995478, "mask_rcnn/false_positive": 0.09871614277081295, "roi_head/num_bg_samples": 461.5, "roi_head/num_fg_samples": 50.5, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5629767705031554, "total_loss": 1.1115138246386778} {"data_time": 0.01340885199897457, "eta_seconds": 59513.5291727254, "fast_rcnn/cls_accuracy": 0.95703125, "fast_rcnn/false_negative": 0.3319609553931726, "fast_rcnn/fg_cls_accuracy": 0.6319203596660243, "iteration": 164979, "loss_box_reg": 0.2167193831410259, "loss_cls": 0.20400238735601306, "loss_mask": 0.2565489336848259, "loss_rpn_cls": 0.050361972011160105, "loss_rpn_loc": 0.07945339457364753, "loss_sem_seg": 0.31467433110810816, "lr": 0.02, "mask_rcnn/accuracy": 0.907932236925002, "mask_rcnn/false_negative": 0.09107567475810491, "mask_rcnn/false_positive": 0.11310184941938689, "roi_head/num_bg_samples": 472.25, "roi_head/num_fg_samples": 39.75, "rpn/num_neg_anchors": 239.75, "rpn/num_pos_anchors": 16.25, "time": 0.561557573506434, "total_loss": 1.1509434090548893} {"data_time": 0.012113332501030527, "eta_seconds": 59489.84053410734, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.32002048131080385, "fast_rcnn/fg_cls_accuracy": 0.6545130035696074, "iteration": 164999, "loss_box_reg": 0.22978893877007067, "loss_cls": 0.21449826686875895, "loss_mask": 0.2560151582583785, "loss_rpn_cls": 0.040558215987402946, "loss_rpn_loc": 0.0858342080609873, "loss_sem_seg": 0.2826946806162596, "lr": 0.02, "mask_rcnn/accuracy": 0.9044742729306487, "mask_rcnn/false_negative": 0.11330597824458893, "mask_rcnn/false_positive": 0.09940685552647466, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5575272485002642, "total_loss": 1.1172442598617636} {"data_time": 0.013219422500696965, "eta_seconds": 59490.86188554561, "fast_rcnn/cls_accuracy": 0.9111328125, "fast_rcnn/false_negative": 0.3344988344988345, "fast_rcnn/fg_cls_accuracy": 0.6294372294372295, "iteration": 165019, "loss_box_reg": 0.24296524818055332, "loss_cls": 0.22408755868673325, "loss_mask": 0.2640144592151046, "loss_rpn_cls": 0.043468926567584276, "loss_rpn_loc": 0.07792867760872468, "loss_sem_seg": 0.3231024104170501, "lr": 0.02, "mask_rcnn/accuracy": 0.8900019220932507, "mask_rcnn/false_negative": 0.09353751497596163, "mask_rcnn/false_positive": 0.12598835335554212, "roi_head/num_bg_samples": 428.75, "roi_head/num_fg_samples": 83.25, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.5545254600001499, "total_loss": 1.1906733178184368} {"data_time": 0.012605686497408897, "eta_seconds": 59495.861275440584, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.3328659188034188, "fast_rcnn/fg_cls_accuracy": 0.6045673076923077, "iteration": 165039, "loss_box_reg": 0.22123305080458522, "loss_cls": 0.21009403793141246, "loss_mask": 0.24745393823832273, "loss_rpn_cls": 0.03719708166318014, "loss_rpn_loc": 0.06760451820446178, "loss_sem_seg": 0.33158463705331087, "lr": 0.02, "mask_rcnn/accuracy": 0.8862516903462774, "mask_rcnn/false_negative": 0.08445379922971658, "mask_rcnn/false_positive": 0.11395499792742673, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5775999494944699, "total_loss": 1.1355613113410072} {"data_time": 0.012377268503769301, "eta_seconds": 59484.52451964073, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.3090603502188868, "fast_rcnn/fg_cls_accuracy": 0.6384943181818181, "iteration": 165059, "loss_box_reg": 0.24146462325006723, "loss_cls": 0.2212452064268291, "loss_mask": 0.2537257010117173, "loss_rpn_cls": 0.04283113143173978, "loss_rpn_loc": 0.08174285330460407, "loss_sem_seg": 0.35963624250143766, "lr": 0.02, "mask_rcnn/accuracy": 0.8915251413615622, "mask_rcnn/false_negative": 0.09521506999637042, "mask_rcnn/false_positive": 0.11233884086772611, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.5629042525033583, "total_loss": 1.2190441118436866} {"data_time": 0.013855049997800961, "eta_seconds": 59473.18776384087, "fast_rcnn/cls_accuracy": 0.9609375, "fast_rcnn/false_negative": 0.2704481792717087, "fast_rcnn/fg_cls_accuracy": 0.6791310541310542, "iteration": 165079, "loss_box_reg": 0.22243630676530302, "loss_cls": 0.20411842269822955, "loss_mask": 0.2553687794134021, "loss_rpn_cls": 0.043082503136247396, "loss_rpn_loc": 0.07692754355957732, "loss_sem_seg": 0.29820237890817225, "lr": 0.02, "mask_rcnn/accuracy": 0.9182764570284709, "mask_rcnn/false_negative": 0.09259193317698458, "mask_rcnn/false_positive": 0.08406645807874742, "roi_head/num_bg_samples": 463.75, "roi_head/num_fg_samples": 48.25, "rpn/num_neg_anchors": 240.75, "rpn/num_pos_anchors": 15.25, "time": 0.5532546914982959, "total_loss": 1.1117807762348093} {"data_time": 0.01221181450819131, "eta_seconds": 59438.31998364273, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.33886375062845653, "fast_rcnn/fg_cls_accuracy": 0.6055714968914395, "iteration": 165099, "loss_box_reg": 0.238937109708786, "loss_cls": 0.22896897071041167, "loss_mask": 0.25974638387560844, "loss_rpn_cls": 0.048119910818059, "loss_rpn_loc": 0.08044155617244542, "loss_sem_seg": 0.30222966242581606, "lr": 0.02, "mask_rcnn/accuracy": 0.8967391713322497, "mask_rcnn/false_negative": 0.07923636017144553, "mask_rcnn/false_positive": 0.12262240478269022, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5658869039980345, "total_loss": 1.1703849202749552} {"data_time": 0.011596883494348731, "eta_seconds": 59426.98771417273, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3318946678321678, "fast_rcnn/fg_cls_accuracy": 0.5844272542584779, "iteration": 165119, "loss_box_reg": 0.2405898431316018, "loss_cls": 0.22099043056368828, "loss_mask": 0.2543126009404659, "loss_rpn_cls": 0.04634882230311632, "loss_rpn_loc": 0.09006620140280575, "loss_sem_seg": 0.3070410592481494, "lr": 0.02, "mask_rcnn/accuracy": 0.9020913155240877, "mask_rcnn/false_negative": 0.0867552703581113, "mask_rcnn/false_positive": 0.10915253218280722, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5715785444990615, "total_loss": 1.128696408093674} {"data_time": 0.0121532164994278, "eta_seconds": 59379.642926787084, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.2947894597457627, "fast_rcnn/fg_cls_accuracy": 0.675506161971831, "iteration": 165139, "loss_box_reg": 0.23580355173908174, "loss_cls": 0.20533301820978522, "loss_mask": 0.25477305334061384, "loss_rpn_cls": 0.045630098844412714, "loss_rpn_loc": 0.07844141678651795, "loss_sem_seg": 0.32723800418898463, "lr": 0.02, "mask_rcnn/accuracy": 0.891426282051282, "mask_rcnn/false_negative": 0.09272077252784619, "mask_rcnn/false_positive": 0.12100949276682141, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5625288900046144, "total_loss": 1.1354905457410496} {"data_time": 0.013144035496225115, "eta_seconds": 59412.82080055587, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.26018342559695945, "fast_rcnn/fg_cls_accuracy": 0.6697819314641744, "iteration": 165159, "loss_box_reg": 0.2443678058916703, "loss_cls": 0.21063081407919526, "loss_mask": 0.24076344585046172, "loss_rpn_cls": 0.03970298505737446, "loss_rpn_loc": 0.06997503698221408, "loss_sem_seg": 0.3191688214428723, "lr": 0.02, "mask_rcnn/accuracy": 0.8860150120654322, "mask_rcnn/false_negative": 0.0981513762605721, "mask_rcnn/false_positive": 0.11898916483611593, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.581070036503661, "total_loss": 1.1453881148190703} {"data_time": 0.012792439010809176, "eta_seconds": 59356.99212508701, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.395223752151463, "fast_rcnn/fg_cls_accuracy": 0.5734848484848485, "iteration": 165179, "loss_box_reg": 0.22719501587562263, "loss_cls": 0.22357967076823115, "loss_mask": 0.2454973473213613, "loss_rpn_cls": 0.04529121535597369, "loss_rpn_loc": 0.07892014007666148, "loss_sem_seg": 0.32902036188170314, "lr": 0.02, "mask_rcnn/accuracy": 0.8967283433992154, "mask_rcnn/false_negative": 0.07677490343738297, "mask_rcnn/false_positive": 0.13550207807450343, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5634823079963098, "total_loss": 1.17889948975062} {"data_time": 0.012713651994999964, "eta_seconds": 59313.08707987897, "fast_rcnn/cls_accuracy": 0.91064453125, "fast_rcnn/false_negative": 0.34009009009009006, "fast_rcnn/fg_cls_accuracy": 0.5577102803738319, "iteration": 165199, "loss_box_reg": 0.24360482534393668, "loss_cls": 0.23551408993080258, "loss_mask": 0.2580303465947509, "loss_rpn_cls": 0.03926082473481074, "loss_rpn_loc": 0.07197594540775754, "loss_sem_seg": 0.3366015055216849, "lr": 0.02, "mask_rcnn/accuracy": 0.8765589755639098, "mask_rcnn/false_negative": 0.10881574358501472, "mask_rcnn/false_positive": 0.13012714236777123, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 199.0, "rpn/num_pos_anchors": 57.0, "time": 0.5604714029977913, "total_loss": 1.1751588721817825} {"data_time": 0.011966551501245704, "eta_seconds": 59316.73570487443, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3320574162679426, "fast_rcnn/fg_cls_accuracy": 0.6626794258373205, "iteration": 165219, "loss_box_reg": 0.21646423870697618, "loss_cls": 0.1951433219946921, "loss_mask": 0.25502584781497717, "loss_rpn_cls": 0.041266997053753585, "loss_rpn_loc": 0.0733344032196328, "loss_sem_seg": 0.262891982216388, "lr": 0.02, "mask_rcnn/accuracy": 0.8956522644022644, "mask_rcnn/false_negative": 0.08514498536790921, "mask_rcnn/false_positive": 0.11384208653874399, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5734125480012153, "total_loss": 1.0738748568983283} {"data_time": 0.012961156498931814, "eta_seconds": 59305.4136644845, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.3519736842105263, "fast_rcnn/fg_cls_accuracy": 0.5797016426416359, "iteration": 165239, "loss_box_reg": 0.25638319086283445, "loss_cls": 0.2308020810596645, "loss_mask": 0.2598315700888634, "loss_rpn_cls": 0.05010531150037423, "loss_rpn_loc": 0.0877949555288069, "loss_sem_seg": 0.304040658287704, "lr": 0.02, "mask_rcnn/accuracy": 0.893155762304922, "mask_rcnn/false_negative": 0.11997589774486986, "mask_rcnn/false_positive": 0.11765551814478273, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.569506840496615, "total_loss": 1.210836659593042} {"data_time": 0.011567592999199405, "eta_seconds": 59333.4062634716, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3306348831720557, "fast_rcnn/fg_cls_accuracy": 0.6359388275276125, "iteration": 165259, "loss_box_reg": 0.23428909946233034, "loss_cls": 0.2294385083951056, "loss_mask": 0.2653072942048311, "loss_rpn_cls": 0.043348154409613926, "loss_rpn_loc": 0.07683122233720496, "loss_sem_seg": 0.3363001365214586, "lr": 0.02, "mask_rcnn/accuracy": 0.8944732103969637, "mask_rcnn/false_negative": 0.0996569970827865, "mask_rcnn/false_positive": 0.13585233458510995, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 198.5, "rpn/num_pos_anchors": 57.5, "time": 0.5687177020081435, "total_loss": 1.220898503306671} {"data_time": 0.011960041993006598, "eta_seconds": 59335.48053314542, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.3148256952604779, "fast_rcnn/fg_cls_accuracy": 0.6476278436710091, "iteration": 165279, "loss_box_reg": 0.23118682438507676, "loss_cls": 0.2117243406828493, "loss_mask": 0.25092682242393494, "loss_rpn_cls": 0.036218602559529245, "loss_rpn_loc": 0.07578935942729004, "loss_sem_seg": 0.33394426526501775, "lr": 0.02, "mask_rcnn/accuracy": 0.8984845724003887, "mask_rcnn/false_negative": 0.10489727027592491, "mask_rcnn/false_positive": 0.10949725931091711, "roi_head/num_bg_samples": 461.25, "roi_head/num_fg_samples": 50.75, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5732961134999641, "total_loss": 1.1245625416486291} {"data_time": 0.01284421550371917, "eta_seconds": 59289.03971998679, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.34900870406189555, "fast_rcnn/fg_cls_accuracy": 0.613031914893617, "iteration": 165299, "loss_box_reg": 0.2213262664154172, "loss_cls": 0.20685701724141836, "loss_mask": 0.24772918317466974, "loss_rpn_cls": 0.0430008057737723, "loss_rpn_loc": 0.07127377740107477, "loss_sem_seg": 0.32191134663298726, "lr": 0.02, "mask_rcnn/accuracy": 0.8972991692618606, "mask_rcnn/false_negative": 0.09698486128364284, "mask_rcnn/false_positive": 0.1171186006812944, "roi_head/num_bg_samples": 456.5, "roi_head/num_fg_samples": 55.5, "rpn/num_neg_anchors": 237.0, "rpn/num_pos_anchors": 19.0, "time": 0.574499532005575, "total_loss": 1.1660684786911588} {"data_time": 0.011921813500521239, "eta_seconds": 59312.81631850532, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.34607778510217535, "fast_rcnn/fg_cls_accuracy": 0.6468716861081654, "iteration": 165319, "loss_box_reg": 0.25230519683100283, "loss_cls": 0.2351986465509981, "loss_mask": 0.26320913061499596, "loss_rpn_cls": 0.04314439371228218, "loss_rpn_loc": 0.07987564319046214, "loss_sem_seg": 0.31169375870376825, "lr": 0.02, "mask_rcnn/accuracy": 0.8912715933392625, "mask_rcnn/false_negative": 0.09083941088639177, "mask_rcnn/false_positive": 0.13988546388230083, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5810990019963356, "total_loss": 1.2275696273427457} {"data_time": 0.013280956998642068, "eta_seconds": 59309.136918966935, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3752851840501243, "fast_rcnn/fg_cls_accuracy": 0.5317540322580645, "iteration": 165339, "loss_box_reg": 0.228227271232754, "loss_cls": 0.20791488327085972, "loss_mask": 0.2505528265610337, "loss_rpn_cls": 0.039275947434362024, "loss_rpn_loc": 0.0735842952854, "loss_sem_seg": 0.3114536702632904, "lr": 0.02, "mask_rcnn/accuracy": 0.8701325669156552, "mask_rcnn/false_negative": 0.0999486069126868, "mask_rcnn/false_positive": 0.15009454854702708, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5613078030000906, "total_loss": 1.1286392628680915} {"data_time": 0.012160713493358344, "eta_seconds": 59290.15210386522, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.333915770609319, "fast_rcnn/fg_cls_accuracy": 0.6114954629768887, "iteration": 165359, "loss_box_reg": 0.22569429827854037, "loss_cls": 0.20630046864971519, "loss_mask": 0.2602205453440547, "loss_rpn_cls": 0.04096619103802368, "loss_rpn_loc": 0.08935617166571319, "loss_sem_seg": 0.2974116550758481, "lr": 0.02, "mask_rcnn/accuracy": 0.894554064795317, "mask_rcnn/false_negative": 0.08737004909868339, "mask_rcnn/false_positive": 0.11916928896958495, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5599430729998858, "total_loss": 1.1567743687483016} {"data_time": 0.012521181997726671, "eta_seconds": 59278.81999654517, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.3412220309810671, "fast_rcnn/fg_cls_accuracy": 0.613265306122449, "iteration": 165379, "loss_box_reg": 0.23373662563972175, "loss_cls": 0.22623745165765285, "loss_mask": 0.25754192378371954, "loss_rpn_cls": 0.044996392069151625, "loss_rpn_loc": 0.08694254804868251, "loss_sem_seg": 0.32113546691834927, "lr": 0.02, "mask_rcnn/accuracy": 0.8850299361244062, "mask_rcnn/false_negative": 0.09562304872598389, "mask_rcnn/false_positive": 0.14867427717594217, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5690833024927997, "total_loss": 1.183603697718354} {"data_time": 0.012751867005135864, "eta_seconds": 59267.638723889264, "fast_rcnn/cls_accuracy": 0.91357421875, "fast_rcnn/false_negative": 0.35957315187132693, "fast_rcnn/fg_cls_accuracy": 0.5773331386008471, "iteration": 165399, "loss_box_reg": 0.2375043302308768, "loss_cls": 0.22489779395982623, "loss_mask": 0.24946946743875742, "loss_rpn_cls": 0.04620950287790038, "loss_rpn_loc": 0.08102252101525664, "loss_sem_seg": 0.3383510939311236, "lr": 0.02, "mask_rcnn/accuracy": 0.8928738053663023, "mask_rcnn/false_negative": 0.08979370626974448, "mask_rcnn/false_positive": 0.12106237052391496, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.5704891944988049, "total_loss": 1.210961487464374} {"data_time": 0.012505281498306431, "eta_seconds": 59198.13805944751, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.37706389088298636, "fast_rcnn/fg_cls_accuracy": 0.6229361091170136, "iteration": 165419, "loss_box_reg": 0.21720116175129078, "loss_cls": 0.220159841934219, "loss_mask": 0.25705355405807495, "loss_rpn_cls": 0.03953278093831614, "loss_rpn_loc": 0.07700944988755509, "loss_sem_seg": 0.332382133230567, "lr": 0.02, "mask_rcnn/accuracy": 0.8914756429637383, "mask_rcnn/false_negative": 0.1005611466749146, "mask_rcnn/false_positive": 0.11707637872079495, "roi_head/num_bg_samples": 467.0, "roi_head/num_fg_samples": 45.0, "rpn/num_neg_anchors": 235.25, "rpn/num_pos_anchors": 20.75, "time": 0.5600031975045567, "total_loss": 1.1538790968479589} {"data_time": 0.01236798899481073, "eta_seconds": 59230.90660526221, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.3031557687452664, "fast_rcnn/fg_cls_accuracy": 0.6455287687768241, "iteration": 165439, "loss_box_reg": 0.23614298272877932, "loss_cls": 0.21171239390969276, "loss_mask": 0.2448287266306579, "loss_rpn_cls": 0.0380031501990743, "loss_rpn_loc": 0.060279552126303315, "loss_sem_seg": 0.31839379016309977, "lr": 0.02, "mask_rcnn/accuracy": 0.8858698363356079, "mask_rcnn/false_negative": 0.10015134110968799, "mask_rcnn/false_positive": 0.13313209607707, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5680712234970997, "total_loss": 1.1678918363031698} {"data_time": 0.013289908500155434, "eta_seconds": 59219.5771599422, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.313597842835131, "fast_rcnn/fg_cls_accuracy": 0.6337350592669742, "iteration": 165459, "loss_box_reg": 0.2533344035036862, "loss_cls": 0.23482378106564283, "loss_mask": 0.2390125198289752, "loss_rpn_cls": 0.0450390106489067, "loss_rpn_loc": 0.07252263475675136, "loss_sem_seg": 0.3192901792936027, "lr": 0.02, "mask_rcnn/accuracy": 0.8981666786143416, "mask_rcnn/false_negative": 0.09680504155946486, "mask_rcnn/false_positive": 0.10025976360690148, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5775109169990174, "total_loss": 1.1675748757552356} {"data_time": 0.012431149996700697, "eta_seconds": 59222.31017924905, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.24499904743760717, "fast_rcnn/fg_cls_accuracy": 0.6391044463087248, "iteration": 165479, "loss_box_reg": 0.2133711378555745, "loss_cls": 0.21226088982075453, "loss_mask": 0.2535849120467901, "loss_rpn_cls": 0.04435997536347713, "loss_rpn_loc": 0.06825800448132213, "loss_sem_seg": 0.34405763167887926, "lr": 0.02, "mask_rcnn/accuracy": 0.896303346063784, "mask_rcnn/false_negative": 0.08833912835648733, "mask_rcnn/false_positive": 0.10800079303759638, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5681947245029733, "total_loss": 1.1099710488924757} {"data_time": 0.0131311934965197, "eta_seconds": 59206.17554232382, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.38697640828117474, "fast_rcnn/fg_cls_accuracy": 0.5952816562349542, "iteration": 165499, "loss_box_reg": 0.2450179634615779, "loss_cls": 0.21433813124895096, "loss_mask": 0.2573162764310837, "loss_rpn_cls": 0.04272653933730908, "loss_rpn_loc": 0.08298476599156857, "loss_sem_seg": 0.3241266158875078, "lr": 0.02, "mask_rcnn/accuracy": 0.8819585483807423, "mask_rcnn/false_negative": 0.08973448073259085, "mask_rcnn/false_positive": 0.1281600587738369, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5677449485010584, "total_loss": 1.1201239822039497} {"data_time": 0.011835253993922379, "eta_seconds": 59199.64590692894, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.3092708836310961, "fast_rcnn/fg_cls_accuracy": 0.669047619047619, "iteration": 165519, "loss_box_reg": 0.2300857426598668, "loss_cls": 0.2135714152827859, "loss_mask": 0.25588384410366416, "loss_rpn_cls": 0.04256879474269226, "loss_rpn_loc": 0.08274363208329305, "loss_sem_seg": 0.3245717971585691, "lr": 0.02, "mask_rcnn/accuracy": 0.9103853760605365, "mask_rcnn/false_negative": 0.08111025242275338, "mask_rcnn/false_positive": 0.10389536673663913, "roi_head/num_bg_samples": 458.0, "roi_head/num_fg_samples": 54.0, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5711351220015786, "total_loss": 1.1494113978842506} {"data_time": 0.012982055508473422, "eta_seconds": 59188.31377076889, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.38961969811957164, "fast_rcnn/fg_cls_accuracy": 0.5530620805369127, "iteration": 165539, "loss_box_reg": 0.24645262397825718, "loss_cls": 0.221861251629889, "loss_mask": 0.26125682052224874, "loss_rpn_cls": 0.04698960858513601, "loss_rpn_loc": 0.08085530166863464, "loss_sem_seg": 0.31535052694380283, "lr": 0.02, "mask_rcnn/accuracy": 0.8765989369592946, "mask_rcnn/false_negative": 0.10313889208496327, "mask_rcnn/false_positive": 0.13822281661186553, "roi_head/num_bg_samples": 431.5, "roi_head/num_fg_samples": 80.5, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.5642299969986198, "total_loss": 1.22235590472701} {"data_time": 0.013226757000666112, "eta_seconds": 59191.64337505189, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3470535021969501, "fast_rcnn/fg_cls_accuracy": 0.6213926038226216, "iteration": 165559, "loss_box_reg": 0.24726708861999214, "loss_cls": 0.22762659192085266, "loss_mask": 0.26071667578071356, "loss_rpn_cls": 0.04428880557679804, "loss_rpn_loc": 0.08663639424776193, "loss_sem_seg": 0.29642222449183464, "lr": 0.02, "mask_rcnn/accuracy": 0.8860114158850748, "mask_rcnn/false_negative": 0.09355111779950251, "mask_rcnn/false_positive": 0.12708444563070168, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5711381145010819, "total_loss": 1.1772208267648239} {"data_time": 0.012511290995462332, "eta_seconds": 59198.99702342551, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.33869824630801687, "fast_rcnn/fg_cls_accuracy": 0.5853664108187134, "iteration": 165579, "loss_box_reg": 0.23179383459500968, "loss_cls": 0.2008177728857845, "loss_mask": 0.24375869054347277, "loss_rpn_cls": 0.042222774878609926, "loss_rpn_loc": 0.07524135266430676, "loss_sem_seg": 0.2840362179558724, "lr": 0.02, "mask_rcnn/accuracy": 0.8982252723577564, "mask_rcnn/false_negative": 0.08454296262916222, "mask_rcnn/false_positive": 0.10801854219209289, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5706168975011678, "total_loss": 1.1063582442584448} {"data_time": 0.011174450999533292, "eta_seconds": 59210.692127158254, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.4081282019242784, "fast_rcnn/fg_cls_accuracy": 0.5324386503067484, "iteration": 165599, "loss_box_reg": 0.2579789040610194, "loss_cls": 0.24272484157700092, "loss_mask": 0.2732708789408207, "loss_rpn_cls": 0.04653157104621641, "loss_rpn_loc": 0.08288603264372796, "loss_sem_seg": 0.3279817923903465, "lr": 0.02, "mask_rcnn/accuracy": 0.866165673545107, "mask_rcnn/false_negative": 0.09652479834573474, "mask_rcnn/false_positive": 0.15909387791119306, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5677381790010259, "total_loss": 1.2323584195401054} {"data_time": 0.012421902989444789, "eta_seconds": 59212.777233310524, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.3127987831377662, "fast_rcnn/fg_cls_accuracy": 0.6552845528455284, "iteration": 165619, "loss_box_reg": 0.24976007640361786, "loss_cls": 0.21493100048974156, "loss_mask": 0.27399213425815105, "loss_rpn_cls": 0.04215304192621261, "loss_rpn_loc": 0.061000217392574996, "loss_sem_seg": 0.30583909898996353, "lr": 0.02, "mask_rcnn/accuracy": 0.8941504548974061, "mask_rcnn/false_negative": 0.09239851407166114, "mask_rcnn/false_positive": 0.11049287260800869, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5826370649956516, "total_loss": 1.1488423534028698} {"data_time": 0.011970605497481301, "eta_seconds": 59233.86701881154, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3243847874720358, "fast_rcnn/fg_cls_accuracy": 0.6288699197349981, "iteration": 165639, "loss_box_reg": 0.22034632344730198, "loss_cls": 0.20814241375774145, "loss_mask": 0.23919911216944456, "loss_rpn_cls": 0.04282100830459967, "loss_rpn_loc": 0.07379447069979506, "loss_sem_seg": 0.29533353028818965, "lr": 0.02, "mask_rcnn/accuracy": 0.8843893024089124, "mask_rcnn/false_negative": 0.10100340675792252, "mask_rcnn/false_positive": 0.135395316825448, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5631746014987584, "total_loss": 1.0862024495581863} {"data_time": 0.01183381649752846, "eta_seconds": 59185.71912764496, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3602907509157509, "fast_rcnn/fg_cls_accuracy": 0.5754356712564543, "iteration": 165659, "loss_box_reg": 0.2197668980807066, "loss_cls": 0.19291435577906668, "loss_mask": 0.2539625675417483, "loss_rpn_cls": 0.04737994563765824, "loss_rpn_loc": 0.07100212364457548, "loss_sem_seg": 0.29780298098921776, "lr": 0.02, "mask_rcnn/accuracy": 0.9021279259191751, "mask_rcnn/false_negative": 0.09660541022935837, "mask_rcnn/false_positive": 0.12507381804035742, "roi_head/num_bg_samples": 456.25, "roi_head/num_fg_samples": 55.75, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5559892954988754, "total_loss": 1.1216612836433342} {"data_time": 0.012001219001831487, "eta_seconds": 59125.39981468164, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.2618637327677625, "fast_rcnn/fg_cls_accuracy": 0.7229760677888469, "iteration": 165679, "loss_box_reg": 0.2584590814076364, "loss_cls": 0.24069593101739883, "loss_mask": 0.25294300401583314, "loss_rpn_cls": 0.03864962319494225, "loss_rpn_loc": 0.07157091528642923, "loss_sem_seg": 0.3418137803673744, "lr": 0.02, "mask_rcnn/accuracy": 0.8881477279547003, "mask_rcnn/false_negative": 0.08730010253435902, "mask_rcnn/false_positive": 0.13154852095922603, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5591395319934236, "total_loss": 1.234382015070878} {"data_time": 0.01172200549626723, "eta_seconds": 59112.05866776749, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.3217602830605927, "fast_rcnn/fg_cls_accuracy": 0.6007189002768738, "iteration": 165699, "loss_box_reg": 0.21830390964169055, "loss_cls": 0.19966452196240425, "loss_mask": 0.2609025612473488, "loss_rpn_cls": 0.035773579438682646, "loss_rpn_loc": 0.05847261723829433, "loss_sem_seg": 0.3102201628498733, "lr": 0.02, "mask_rcnn/accuracy": 0.8887331383446235, "mask_rcnn/false_negative": 0.10129092413616972, "mask_rcnn/false_positive": 0.10630191541385596, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5451926684982027, "total_loss": 1.1089998858806212} {"data_time": 0.013535054997191764, "eta_seconds": 59093.79909466555, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.3605385638297872, "fast_rcnn/fg_cls_accuracy": 0.5738914695945946, "iteration": 165719, "loss_box_reg": 0.24964855355210602, "loss_cls": 0.22916447673924267, "loss_mask": 0.2548188967630267, "loss_rpn_cls": 0.04459275084082037, "loss_rpn_loc": 0.0698055515968008, "loss_sem_seg": 0.3246039943769574, "lr": 0.02, "mask_rcnn/accuracy": 0.8899127102781464, "mask_rcnn/false_negative": 0.0987332742996389, "mask_rcnn/false_positive": 0.12186997796103449, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5547198785061482, "total_loss": 1.1760025063413195} {"data_time": 0.012554611006635241, "eta_seconds": 59108.28883710525, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.225, "fast_rcnn/fg_cls_accuracy": 0.760547263681592, "iteration": 165739, "loss_box_reg": 0.2271735775284469, "loss_cls": 0.20800086669623852, "loss_mask": 0.23676413111388683, "loss_rpn_cls": 0.039744101581163704, "loss_rpn_loc": 0.07674225480877794, "loss_sem_seg": 0.31277755089104176, "lr": 0.02, "mask_rcnn/accuracy": 0.9014659606974658, "mask_rcnn/false_negative": 0.096406786546305, "mask_rcnn/false_positive": 0.10658368610399174, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 236.25, "rpn/num_pos_anchors": 19.75, "time": 0.5709202625002945, "total_loss": 1.1119530169526115} {"data_time": 0.012600796493643429, "eta_seconds": 59119.948640598304, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.3380205781479667, "fast_rcnn/fg_cls_accuracy": 0.6262824669133071, "iteration": 165759, "loss_box_reg": 0.24095851927995682, "loss_cls": 0.21548142051324248, "loss_mask": 0.25154085364192724, "loss_rpn_cls": 0.04091564254486002, "loss_rpn_loc": 0.07779024355113506, "loss_sem_seg": 0.32335356692783535, "lr": 0.02, "mask_rcnn/accuracy": 0.8805526528138903, "mask_rcnn/false_negative": 0.11014237695984382, "mask_rcnn/false_positive": 0.13470581132037301, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5637927985007991, "total_loss": 1.1886987354955636} {"data_time": 0.013264805500512011, "eta_seconds": 59059.79838556533, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3068502824858757, "fast_rcnn/fg_cls_accuracy": 0.6499505928853755, "iteration": 165779, "loss_box_reg": 0.2243503222707659, "loss_cls": 0.21173536125570536, "loss_mask": 0.25747450068593025, "loss_rpn_cls": 0.04218543361639604, "loss_rpn_loc": 0.08567568933358416, "loss_sem_seg": 0.2731631565839052, "lr": 0.02, "mask_rcnn/accuracy": 0.8931886048733875, "mask_rcnn/false_negative": 0.08477885859433554, "mask_rcnn/false_positive": 0.1246438252731394, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5534424539946485, "total_loss": 1.1226980744686443} {"data_time": 0.011955617999774404, "eta_seconds": 59042.13226119919, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.3340437624325092, "fast_rcnn/fg_cls_accuracy": 0.6388571428571428, "iteration": 165799, "loss_box_reg": 0.24140628287568688, "loss_cls": 0.2162592438980937, "loss_mask": 0.27817418798804283, "loss_rpn_cls": 0.04205746200750582, "loss_rpn_loc": 0.06628337371512316, "loss_sem_seg": 0.32370014069601893, "lr": 0.02, "mask_rcnn/accuracy": 0.8959183530218018, "mask_rcnn/false_negative": 0.07984745584337069, "mask_rcnn/false_positive": 0.11499722362493654, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5657946124993032, "total_loss": 1.1339129020052496} {"data_time": 0.012507483494118787, "eta_seconds": 59062.934743945116, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.29838669146102426, "fast_rcnn/fg_cls_accuracy": 0.6634897360703812, "iteration": 165819, "loss_box_reg": 0.22930593695491552, "loss_cls": 0.21252606087364256, "loss_mask": 0.258232434745878, "loss_rpn_cls": 0.0410962755267974, "loss_rpn_loc": 0.07310243694519158, "loss_sem_seg": 0.2952224020846188, "lr": 0.02, "mask_rcnn/accuracy": 0.8974621004851244, "mask_rcnn/false_negative": 0.0939119974905891, "mask_rcnn/false_positive": 0.11800117282457408, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5714040015009232, "total_loss": 1.158105206064647} {"data_time": 0.01213395800004946, "eta_seconds": 59077.52840327368, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.3060729679802956, "fast_rcnn/fg_cls_accuracy": 0.6927389705882353, "iteration": 165839, "loss_box_reg": 0.22841503098607063, "loss_cls": 0.20005429233424366, "loss_mask": 0.24829657934606075, "loss_rpn_cls": 0.03722256966284476, "loss_rpn_loc": 0.07585453873616643, "loss_sem_seg": 0.3076457208953798, "lr": 0.02, "mask_rcnn/accuracy": 0.8858941525829082, "mask_rcnn/false_negative": 0.07885137984872725, "mask_rcnn/false_positive": 0.14628188383037716, "roi_head/num_bg_samples": 463.5, "roi_head/num_fg_samples": 48.5, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5760021704991232, "total_loss": 1.1249697399907745} {"data_time": 0.01237000150285894, "eta_seconds": 59023.14254076644, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.302437641723356, "fast_rcnn/fg_cls_accuracy": 0.6800758765044479, "iteration": 165859, "loss_box_reg": 0.22354383254423738, "loss_cls": 0.20067338715307415, "loss_mask": 0.24628201918676496, "loss_rpn_cls": 0.04036868247203529, "loss_rpn_loc": 0.07511564338346943, "loss_sem_seg": 0.29225646518170834, "lr": 0.02, "mask_rcnn/accuracy": 0.8974010493575909, "mask_rcnn/false_negative": 0.08890967599258894, "mask_rcnn/false_positive": 0.10776743242568923, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5712193650033441, "total_loss": 1.0921174572140444} {"data_time": 0.013343618506041821, "eta_seconds": 59028.91917407502, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.3433263700608916, "fast_rcnn/fg_cls_accuracy": 0.5956031701780238, "iteration": 165879, "loss_box_reg": 0.2360460190102458, "loss_cls": 0.21640061307698488, "loss_mask": 0.2573882220312953, "loss_rpn_cls": 0.04602011918905191, "loss_rpn_loc": 0.08790232025785372, "loss_sem_seg": 0.3230868633836508, "lr": 0.02, "mask_rcnn/accuracy": 0.8981661105845642, "mask_rcnn/false_negative": 0.07046208413071862, "mask_rcnn/false_positive": 0.1382327105029061, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5659098520045518, "total_loss": 1.1416100242640823} {"data_time": 0.01255239200690994, "eta_seconds": 59049.583068084146, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.3192709516238928, "fast_rcnn/fg_cls_accuracy": 0.6425061425061425, "iteration": 165899, "loss_box_reg": 0.23425172100542113, "loss_cls": 0.2208902355050668, "loss_mask": 0.24991827458143234, "loss_rpn_cls": 0.03638085286365822, "loss_rpn_loc": 0.07717248576227576, "loss_sem_seg": 0.32107493793591857, "lr": 0.02, "mask_rcnn/accuracy": 0.9103756681243926, "mask_rcnn/false_negative": 0.07205600460419229, "mask_rcnn/false_positive": 0.0955847993579445, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5676596214980236, "total_loss": 1.1540180102383601} {"data_time": 0.012078041501808912, "eta_seconds": 59074.934598254826, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.31939732142857147, "fast_rcnn/fg_cls_accuracy": 0.6200457317073171, "iteration": 165919, "loss_box_reg": 0.23541976092383265, "loss_cls": 0.2232172095682472, "loss_mask": 0.24496255302801728, "loss_rpn_cls": 0.0391462966799736, "loss_rpn_loc": 0.07251661457121372, "loss_sem_seg": 0.2513416223227978, "lr": 0.02, "mask_rcnn/accuracy": 0.8920570013719773, "mask_rcnn/false_negative": 0.09778955593665647, "mask_rcnn/false_positive": 0.1156356066771879, "roi_head/num_bg_samples": 431.0, "roi_head/num_fg_samples": 81.0, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5775746729996172, "total_loss": 1.1066437532717828} {"data_time": 0.01194232299894793, "eta_seconds": 59065.4414570781, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.2937979539641944, "fast_rcnn/fg_cls_accuracy": 0.6686596651762504, "iteration": 165939, "loss_box_reg": 0.2499549756757915, "loss_cls": 0.2278782380744815, "loss_mask": 0.2594808219000697, "loss_rpn_cls": 0.04269524966366589, "loss_rpn_loc": 0.07470424729399383, "loss_sem_seg": 0.3001614813692868, "lr": 0.02, "mask_rcnn/accuracy": 0.8950633319365482, "mask_rcnn/false_negative": 0.09221150610763151, "mask_rcnn/false_positive": 0.1108980063215787, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5875017729995307, "total_loss": 1.1339980432821903} {"data_time": 0.011973813001532108, "eta_seconds": 59035.89848392824, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.40379163713678246, "fast_rcnn/fg_cls_accuracy": 0.5774864162532483, "iteration": 165959, "loss_box_reg": 0.23154409090057015, "loss_cls": 0.20667509478516877, "loss_mask": 0.25872591510415077, "loss_rpn_cls": 0.03910458145401208, "loss_rpn_loc": 0.08778461493784562, "loss_sem_seg": 0.28895748779177666, "lr": 0.02, "mask_rcnn/accuracy": 0.8799832124112381, "mask_rcnn/false_negative": 0.09786591363595826, "mask_rcnn/false_positive": 0.1375631038034842, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5556014189933194, "total_loss": 1.1175972596101929} {"data_time": 0.012791068002115935, "eta_seconds": 59024.549900488266, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.3138573630376909, "fast_rcnn/fg_cls_accuracy": 0.6356292517006803, "iteration": 165979, "loss_box_reg": 0.21601317077875137, "loss_cls": 0.192194510018453, "loss_mask": 0.24111563619226217, "loss_rpn_cls": 0.04580837383400649, "loss_rpn_loc": 0.09341603450593539, "loss_sem_seg": 0.3212082008831203, "lr": 0.02, "mask_rcnn/accuracy": 0.8974049441205054, "mask_rcnn/false_negative": 0.09547444793449619, "mask_rcnn/false_positive": 0.13330304787407268, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5702437115032808, "total_loss": 1.1156130656599998} {"data_time": 0.012683371489401907, "eta_seconds": 59029.52770585506, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.36946129803272665, "fast_rcnn/fg_cls_accuracy": 0.5432502596053997, "iteration": 165999, "loss_box_reg": 0.2225045575760305, "loss_cls": 0.20133473095484078, "loss_mask": 0.25720101315528154, "loss_rpn_cls": 0.04270737891783938, "loss_rpn_loc": 0.07434169537737034, "loss_sem_seg": 0.3014275678433478, "lr": 0.02, "mask_rcnn/accuracy": 0.8835070310475017, "mask_rcnn/false_negative": 0.10006616897574114, "mask_rcnn/false_positive": 0.12948188629992063, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5659230500023114, "total_loss": 1.1115034981048666} {"data_time": 0.012330997000390198, "eta_seconds": 59038.71030684109, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.331002331002331, "fast_rcnn/fg_cls_accuracy": 0.6556411490932434, "iteration": 166019, "loss_box_reg": 0.24222172517329454, "loss_cls": 0.21156679699197412, "loss_mask": 0.2558665070682764, "loss_rpn_cls": 0.0415342356718611, "loss_rpn_loc": 0.07864925253670663, "loss_sem_seg": 0.3217685406561941, "lr": 0.02, "mask_rcnn/accuracy": 0.8828777677698878, "mask_rcnn/false_negative": 0.11341394807040378, "mask_rcnn/false_positive": 0.11923130253462355, "roi_head/num_bg_samples": 426.0, "roi_head/num_fg_samples": 86.0, "rpn/num_neg_anchors": 208.5, "rpn/num_pos_anchors": 47.5, "time": 0.5847053705074359, "total_loss": 1.1806775201112032} {"data_time": 0.012557367503177375, "eta_seconds": 59014.4701759118, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.36506211180124226, "fast_rcnn/fg_cls_accuracy": 0.5426060118089104, "iteration": 166039, "loss_box_reg": 0.23798157298006117, "loss_cls": 0.21478818822652102, "loss_mask": 0.259090100415051, "loss_rpn_cls": 0.0518322495627217, "loss_rpn_loc": 0.0854586757341167, "loss_sem_seg": 0.30583129543811083, "lr": 0.02, "mask_rcnn/accuracy": 0.8773583088969635, "mask_rcnn/false_negative": 0.11170352592673388, "mask_rcnn/false_positive": 0.11630410578496841, "roi_head/num_bg_samples": 463.0, "roi_head/num_fg_samples": 49.0, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5653362459997879, "total_loss": 1.1717084707925096} {"data_time": 0.011766944495320786, "eta_seconds": 59003.116981891755, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3010448875146604, "fast_rcnn/fg_cls_accuracy": 0.6878616829522816, "iteration": 166059, "loss_box_reg": 0.2419418555800803, "loss_cls": 0.20252570346929133, "loss_mask": 0.24730511801317334, "loss_rpn_cls": 0.04530732723651454, "loss_rpn_loc": 0.08367056419956498, "loss_sem_seg": 0.30342303682118654, "lr": 0.02, "mask_rcnn/accuracy": 0.8955897975290037, "mask_rcnn/false_negative": 0.08135351995144968, "mask_rcnn/false_positive": 0.12813557671523043, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5649192695127567, "total_loss": 1.1401913723675534} {"data_time": 0.012218239498906769, "eta_seconds": 59004.643288651125, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.31025168815224063, "fast_rcnn/fg_cls_accuracy": 0.6378193374893044, "iteration": 166079, "loss_box_reg": 0.22735027340240777, "loss_cls": 0.21369933523237705, "loss_mask": 0.253279740922153, "loss_rpn_cls": 0.03658166591776535, "loss_rpn_loc": 0.07113319268682972, "loss_sem_seg": 0.35320277139544487, "lr": 0.02, "mask_rcnn/accuracy": 0.9016897290445993, "mask_rcnn/false_negative": 0.08540066802088517, "mask_rcnn/false_positive": 0.11824882603824657, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5687083484954201, "total_loss": 1.1575451934913872} {"data_time": 0.011714020496583544, "eta_seconds": 59014.71522319314, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.3268821022727273, "fast_rcnn/fg_cls_accuracy": 0.6557173295454546, "iteration": 166099, "loss_box_reg": 0.21899931877851486, "loss_cls": 0.2006901476997882, "loss_mask": 0.24371319822967052, "loss_rpn_cls": 0.04204876681978931, "loss_rpn_loc": 0.08040723890007939, "loss_sem_seg": 0.33300446905195713, "lr": 0.02, "mask_rcnn/accuracy": 0.9017486453991863, "mask_rcnn/false_negative": 0.08782710544698978, "mask_rcnn/false_positive": 0.11273052598830421, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.5779315550025785, "total_loss": 1.1185331383312587} {"data_time": 0.011412955005653203, "eta_seconds": 58984.344060389354, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.3270334928229665, "fast_rcnn/fg_cls_accuracy": 0.5938979963570128, "iteration": 166119, "loss_box_reg": 0.21925588604062796, "loss_cls": 0.20633531897328794, "loss_mask": 0.26906244922429323, "loss_rpn_cls": 0.042026777868159115, "loss_rpn_loc": 0.08321606334357057, "loss_sem_seg": 0.30360093200579286, "lr": 0.02, "mask_rcnn/accuracy": 0.9062007943421271, "mask_rcnn/false_negative": 0.08710697199723663, "mask_rcnn/false_positive": 0.09704755436369246, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5669676090037683, "total_loss": 1.1613208175403997} {"data_time": 0.012218467993079685, "eta_seconds": 58981.81486133961, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3366071428571429, "fast_rcnn/fg_cls_accuracy": 0.6455148277767545, "iteration": 166139, "loss_box_reg": 0.2532293205149472, "loss_cls": 0.22459053713828325, "loss_mask": 0.2534168157726526, "loss_rpn_cls": 0.05413719336502254, "loss_rpn_loc": 0.08655239397194237, "loss_sem_seg": 0.314859353704378, "lr": 0.02, "mask_rcnn/accuracy": 0.8993683360728468, "mask_rcnn/false_negative": 0.09091788097595652, "mask_rcnn/false_positive": 0.10686644895436109, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5672719905051054, "total_loss": 1.1866354876256082} {"data_time": 0.01259732050675666, "eta_seconds": 58934.71095451077, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.3389305816135084, "fast_rcnn/fg_cls_accuracy": 0.6610694183864916, "iteration": 166159, "loss_box_reg": 0.22475560731254518, "loss_cls": 0.2051547677256167, "loss_mask": 0.26475099939852953, "loss_rpn_cls": 0.04110961616970599, "loss_rpn_loc": 0.07327445141709177, "loss_sem_seg": 0.33795449999161065, "lr": 0.02, "mask_rcnn/accuracy": 0.8906834199154485, "mask_rcnn/false_negative": 0.09372062131368003, "mask_rcnn/false_positive": 0.117394331357559, "roi_head/num_bg_samples": 425.75, "roi_head/num_fg_samples": 86.25, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5547977229944081, "total_loss": 1.154669382958673} {"data_time": 0.01281954149453668, "eta_seconds": 58907.06187052372, "fast_rcnn/cls_accuracy": 0.9560546875, "fast_rcnn/false_negative": 0.26463575487012986, "fast_rcnn/fg_cls_accuracy": 0.7247474747474747, "iteration": 166179, "loss_box_reg": 0.23534909170120955, "loss_cls": 0.21221268572844565, "loss_mask": 0.2591694938018918, "loss_rpn_cls": 0.05164105159929022, "loss_rpn_loc": 0.0841273328405805, "loss_sem_seg": 0.29970429465174675, "lr": 0.02, "mask_rcnn/accuracy": 0.9081974066808844, "mask_rcnn/false_negative": 0.0732773180871495, "mask_rcnn/false_positive": 0.11948270603847548, "roi_head/num_bg_samples": 456.75, "roi_head/num_fg_samples": 55.25, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5517601394967642, "total_loss": 1.1344027846935205} {"data_time": 0.01176410200423561, "eta_seconds": 58885.24250943196, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.29889455782312924, "fast_rcnn/fg_cls_accuracy": 0.6602891156462585, "iteration": 166199, "loss_box_reg": 0.23353176203090698, "loss_cls": 0.21657988347578794, "loss_mask": 0.2574064480140805, "loss_rpn_cls": 0.03852372814435512, "loss_rpn_loc": 0.07355341812944971, "loss_sem_seg": 0.35689073987305164, "lr": 0.02, "mask_rcnn/accuracy": 0.8956753907193232, "mask_rcnn/false_negative": 0.08963728374827873, "mask_rcnn/false_positive": 0.11891820727324054, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5545756025021547, "total_loss": 1.1769976670038886} {"data_time": 0.012869770493125543, "eta_seconds": 58863.11397234215, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.3464343861934224, "fast_rcnn/fg_cls_accuracy": 0.6004472435195327, "iteration": 166219, "loss_box_reg": 0.21477835811674595, "loss_cls": 0.18804890871979296, "loss_mask": 0.24052715674042702, "loss_rpn_cls": 0.04161485474833171, "loss_rpn_loc": 0.06513484484457877, "loss_sem_seg": 0.2788638224301394, "lr": 0.02, "mask_rcnn/accuracy": 0.8833785041272149, "mask_rcnn/false_negative": 0.09794710081638866, "mask_rcnn/false_positive": 0.14682288589282427, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.566740332498739, "total_loss": 1.1092019931056711} {"data_time": 0.011783636502514128, "eta_seconds": 58848.53965660851, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3381714876033058, "fast_rcnn/fg_cls_accuracy": 0.6090134297520662, "iteration": 166239, "loss_box_reg": 0.2386294497991912, "loss_cls": 0.21322341286577284, "loss_mask": 0.2594464411959052, "loss_rpn_cls": 0.041785745866945945, "loss_rpn_loc": 0.07455676444806159, "loss_sem_seg": 0.32374303648248315, "lr": 0.02, "mask_rcnn/accuracy": 0.8867314289473411, "mask_rcnn/false_negative": 0.10566133621730053, "mask_rcnn/false_positive": 0.11692441611478546, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5551474219973898, "total_loss": 1.1404505578975659} {"data_time": 0.012767025997163728, "eta_seconds": 58833.573667264805, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.30328947368421055, "fast_rcnn/fg_cls_accuracy": 0.6498056837503037, "iteration": 166259, "loss_box_reg": 0.23622753657400608, "loss_cls": 0.2178868385963142, "loss_mask": 0.2631619945168495, "loss_rpn_cls": 0.04633306118194014, "loss_rpn_loc": 0.06910520328528946, "loss_sem_seg": 0.3484792336821556, "lr": 0.02, "mask_rcnn/accuracy": 0.8860222472447625, "mask_rcnn/false_negative": 0.09476431979094449, "mask_rcnn/false_positive": 0.10957142428733468, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.56982949799567, "total_loss": 1.1841988328524167} {"data_time": 0.013329877496289555, "eta_seconds": 58800.42823667039, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.32433380084151475, "fast_rcnn/fg_cls_accuracy": 0.6199270405836753, "iteration": 166279, "loss_box_reg": 0.23242333764210343, "loss_cls": 0.20991089334711432, "loss_mask": 0.25711752381175756, "loss_rpn_cls": 0.039956660591997206, "loss_rpn_loc": 0.08166330138919875, "loss_sem_seg": 0.31643271795473993, "lr": 0.02, "mask_rcnn/accuracy": 0.8866412624761191, "mask_rcnn/false_negative": 0.10722619787569862, "mask_rcnn/false_positive": 0.11669291692499142, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5599830624996684, "total_loss": 1.1313221021555364} {"data_time": 0.013530969998100773, "eta_seconds": 58773.76734062493, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.3091560768980124, "fast_rcnn/fg_cls_accuracy": 0.6131708691364981, "iteration": 166299, "loss_box_reg": 0.1940647321753204, "loss_cls": 0.19112319778651, "loss_mask": 0.24333356460556388, "loss_rpn_cls": 0.037243741786369355, "loss_rpn_loc": 0.06567531848850194, "loss_sem_seg": 0.3093194989487529, "lr": 0.02, "mask_rcnn/accuracy": 0.9043449155044114, "mask_rcnn/false_negative": 0.07811293828027527, "mask_rcnn/false_positive": 0.12305912097444296, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 234.75, "rpn/num_pos_anchors": 21.25, "time": 0.5594336565045523, "total_loss": 1.056714964506682} {"data_time": 0.013385565995122306, "eta_seconds": 58729.33505522917, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.3617357931591705, "fast_rcnn/fg_cls_accuracy": 0.5851328903654485, "iteration": 166319, "loss_box_reg": 0.22202805988490582, "loss_cls": 0.21121310209855437, "loss_mask": 0.2642417782917619, "loss_rpn_cls": 0.04953640644089319, "loss_rpn_loc": 0.09186746305203997, "loss_sem_seg": 0.3232609564438462, "lr": 0.02, "mask_rcnn/accuracy": 0.8967236897487061, "mask_rcnn/false_negative": 0.10071273403504823, "mask_rcnn/false_positive": 0.11969940376171603, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.5604952400026377, "total_loss": 1.1237830025493167} {"data_time": 0.012620280496776104, "eta_seconds": 58703.259027005945, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.35561399217221135, "fast_rcnn/fg_cls_accuracy": 0.633504247340629, "iteration": 166339, "loss_box_reg": 0.21862111648079008, "loss_cls": 0.1855145264416933, "loss_mask": 0.24616693099960685, "loss_rpn_cls": 0.044018813779985067, "loss_rpn_loc": 0.06941393337910995, "loss_sem_seg": 0.2984220234211534, "lr": 0.02, "mask_rcnn/accuracy": 0.881085581214683, "mask_rcnn/false_negative": 0.1013435552113973, "mask_rcnn/false_positive": 0.13669414253154447, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5564180629953626, "total_loss": 1.047022740734974} {"data_time": 0.012695709003310185, "eta_seconds": 58712.712418554576, "fast_rcnn/cls_accuracy": 0.912109375, "fast_rcnn/false_negative": 0.31143973214285714, "fast_rcnn/fg_cls_accuracy": 0.6424107142857143, "iteration": 166359, "loss_box_reg": 0.24540046229958534, "loss_cls": 0.23660356923937798, "loss_mask": 0.25729658361524343, "loss_rpn_cls": 0.04666818300029263, "loss_rpn_loc": 0.07202833946212195, "loss_sem_seg": 0.282229607924819, "lr": 0.02, "mask_rcnn/accuracy": 0.8898753455505792, "mask_rcnn/false_negative": 0.0972606134869215, "mask_rcnn/false_positive": 0.12507939049485167, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5648123930077418, "total_loss": 1.1222231576684862} {"data_time": 0.011917951007490046, "eta_seconds": 58680.607013605724, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.39297658862876256, "fast_rcnn/fg_cls_accuracy": 0.5657967032967033, "iteration": 166379, "loss_box_reg": 0.2330643953755498, "loss_cls": 0.21363431692589074, "loss_mask": 0.26301187463104725, "loss_rpn_cls": 0.046057365398155525, "loss_rpn_loc": 0.08538063935702667, "loss_sem_seg": 0.33572909561917186, "lr": 0.02, "mask_rcnn/accuracy": 0.899704557881505, "mask_rcnn/false_negative": 0.08877116110695354, "mask_rcnn/false_positive": 0.10340266530417391, "roi_head/num_bg_samples": 456.5, "roi_head/num_fg_samples": 55.5, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.56989688250178, "total_loss": 1.1618445043859538} {"data_time": 0.013357867494050879, "eta_seconds": 58620.43520650823, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.2505208333333333, "fast_rcnn/fg_cls_accuracy": 0.626953125, "iteration": 166399, "loss_box_reg": 0.21627279603853822, "loss_cls": 0.2148086577653885, "loss_mask": 0.24553769268095493, "loss_rpn_cls": 0.04258321536326548, "loss_rpn_loc": 0.08525176148395985, "loss_sem_seg": 0.3227839581668377, "lr": 0.02, "mask_rcnn/accuracy": 0.9037599358739912, "mask_rcnn/false_negative": 0.09400423970597468, "mask_rcnn/false_positive": 0.10242865180977405, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5621710039922618, "total_loss": 1.12553571886383} {"data_time": 0.012061513501976151, "eta_seconds": 58593.816607974135, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3029454205924794, "fast_rcnn/fg_cls_accuracy": 0.6580815018315018, "iteration": 166419, "loss_box_reg": 0.23525399202480912, "loss_cls": 0.2204020880162716, "loss_mask": 0.2543597975745797, "loss_rpn_cls": 0.04539091122569516, "loss_rpn_loc": 0.07379454444162548, "loss_sem_seg": 0.3006232753396034, "lr": 0.02, "mask_rcnn/accuracy": 0.8828913258952398, "mask_rcnn/false_negative": 0.10454698576107002, "mask_rcnn/false_positive": 0.12682998551525326, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5516459270002088, "total_loss": 1.1605132296535885} {"data_time": 0.012011348000669386, "eta_seconds": 58515.33756779819, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3895014215380348, "fast_rcnn/fg_cls_accuracy": 0.5687577468668228, "iteration": 166439, "loss_box_reg": 0.21427113050594926, "loss_cls": 0.21235952363349497, "loss_mask": 0.2567813890054822, "loss_rpn_cls": 0.04896734550129622, "loss_rpn_loc": 0.07582032564096153, "loss_sem_seg": 0.3234181674197316, "lr": 0.02, "mask_rcnn/accuracy": 0.8812582997640275, "mask_rcnn/false_negative": 0.0903880074927684, "mask_rcnn/false_positive": 0.14154021347436113, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.5604086819948861, "total_loss": 1.1291198270919267} {"data_time": 0.012555328496091533, "eta_seconds": 58504.03691647814, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3938503721112417, "fast_rcnn/fg_cls_accuracy": 0.5645868967055849, "iteration": 166459, "loss_box_reg": 0.23086161958053708, "loss_cls": 0.20052945311181247, "loss_mask": 0.24727846030145884, "loss_rpn_cls": 0.04708084586309269, "loss_rpn_loc": 0.08105921919923276, "loss_sem_seg": 0.28316781716421247, "lr": 0.02, "mask_rcnn/accuracy": 0.8876737898989002, "mask_rcnn/false_negative": 0.08810907376095015, "mask_rcnn/false_positive": 0.15095800235131973, "roi_head/num_bg_samples": 458.25, "roi_head/num_fg_samples": 53.75, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5685524019936565, "total_loss": 1.0898465704594855} {"data_time": 0.012465619001886807, "eta_seconds": 58466.72314615402, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3347336871069182, "fast_rcnn/fg_cls_accuracy": 0.600212726600074, "iteration": 166479, "loss_box_reg": 0.2214951477944851, "loss_cls": 0.19907767930999398, "loss_mask": 0.2500432478263974, "loss_rpn_cls": 0.037339421978686005, "loss_rpn_loc": 0.07504878321196884, "loss_sem_seg": 0.2863990976475179, "lr": 0.02, "mask_rcnn/accuracy": 0.8920222876559984, "mask_rcnn/false_negative": 0.08981590949791746, "mask_rcnn/false_positive": 0.09339230311272155, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.5594574339993414, "total_loss": 1.0781526184291579} {"data_time": 0.01218458898802055, "eta_seconds": 58455.42752050393, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.36293717954062277, "fast_rcnn/fg_cls_accuracy": 0.5981114693689544, "iteration": 166499, "loss_box_reg": 0.23939031641930342, "loss_cls": 0.21674853330478072, "loss_mask": 0.25352765433490276, "loss_rpn_cls": 0.04619491772609763, "loss_rpn_loc": 0.07474757917225361, "loss_sem_seg": 0.29189382772892714, "lr": 0.02, "mask_rcnn/accuracy": 0.8842132729641312, "mask_rcnn/false_negative": 0.08627725621413455, "mask_rcnn/false_positive": 0.12296981850911548, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5787724210022134, "total_loss": 1.1490401239134371} {"data_time": 0.012394231991493143, "eta_seconds": 58437.14578845135, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3684737042682927, "fast_rcnn/fg_cls_accuracy": 0.5917574179292929, "iteration": 166519, "loss_box_reg": 0.21204538131132722, "loss_cls": 0.20177326793782413, "loss_mask": 0.25697025563567877, "loss_rpn_cls": 0.04141095152590424, "loss_rpn_loc": 0.07197915167489555, "loss_sem_seg": 0.36408298928290606, "lr": 0.02, "mask_rcnn/accuracy": 0.8808386184905942, "mask_rcnn/false_negative": 0.10362669587946786, "mask_rcnn/false_positive": 0.12739808030102445, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5730182830011472, "total_loss": 1.1627131378627382} {"data_time": 0.012737287506752182, "eta_seconds": 58432.83626920375, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3570041546242775, "fast_rcnn/fg_cls_accuracy": 0.6087631578947368, "iteration": 166539, "loss_box_reg": 0.22635636758059263, "loss_cls": 0.20711578615009785, "loss_mask": 0.24898634664714336, "loss_rpn_cls": 0.04112463304772973, "loss_rpn_loc": 0.07237002006149851, "loss_sem_seg": 0.33262375893536955, "lr": 0.02, "mask_rcnn/accuracy": 0.8773642365465739, "mask_rcnn/false_negative": 0.09912584998198144, "mask_rcnn/false_positive": 0.1459678475371555, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5646315365011105, "total_loss": 1.15200342060416} {"data_time": 0.012629801000002772, "eta_seconds": 58438.43266264017, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.28104575163398693, "fast_rcnn/fg_cls_accuracy": 0.6829127825993786, "iteration": 166559, "loss_box_reg": 0.24782394152134657, "loss_cls": 0.21532808942720294, "loss_mask": 0.25567062944173813, "loss_rpn_cls": 0.043869708402780816, "loss_rpn_loc": 0.0821549889515154, "loss_sem_seg": 0.29970510583370924, "lr": 0.02, "mask_rcnn/accuracy": 0.8975688636110182, "mask_rcnn/false_negative": 0.08064538286560356, "mask_rcnn/false_positive": 0.11959801947590168, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.5697221104928758, "total_loss": 1.1581785610324005} {"data_time": 0.013474519495503046, "eta_seconds": 58403.26296216143, "fast_rcnn/cls_accuracy": 0.95751953125, "fast_rcnn/false_negative": 0.266856901289368, "fast_rcnn/fg_cls_accuracy": 0.7054267490128581, "iteration": 166579, "loss_box_reg": 0.22421205136924982, "loss_cls": 0.19116745702922344, "loss_mask": 0.25823172740638256, "loss_rpn_cls": 0.04204557053162716, "loss_rpn_loc": 0.0741793483030051, "loss_sem_seg": 0.31109222676604986, "lr": 0.02, "mask_rcnn/accuracy": 0.9068474859123355, "mask_rcnn/false_negative": 0.08510317181907723, "mask_rcnn/false_positive": 0.09977100389040311, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5671718399971724, "total_loss": 1.1173996643628925} {"data_time": 0.012780947996361647, "eta_seconds": 58391.96868673146, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3776078759949728, "fast_rcnn/fg_cls_accuracy": 0.6039560822586267, "iteration": 166599, "loss_box_reg": 0.23247882863506675, "loss_cls": 0.21577178547158837, "loss_mask": 0.24875004030764103, "loss_rpn_cls": 0.03898369535454549, "loss_rpn_loc": 0.06428219340159558, "loss_sem_seg": 0.3272730209864676, "lr": 0.02, "mask_rcnn/accuracy": 0.8863911636083004, "mask_rcnn/false_negative": 0.09806990997116316, "mask_rcnn/false_positive": 0.11443906218854868, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5741279819922056, "total_loss": 1.146453281660797} {"data_time": 0.0121919555022032, "eta_seconds": 58375.55942964041, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.3236356340288925, "fast_rcnn/fg_cls_accuracy": 0.6763643659711076, "iteration": 166619, "loss_box_reg": 0.23768915235996246, "loss_cls": 0.20385610545054078, "loss_mask": 0.24196478631347418, "loss_rpn_cls": 0.04958559153601527, "loss_rpn_loc": 0.07742837816476822, "loss_sem_seg": 0.2833813773468137, "lr": 0.02, "mask_rcnn/accuracy": 0.8968418595116618, "mask_rcnn/false_negative": 0.0923615537967383, "mask_rcnn/false_positive": 0.11038868221799994, "roi_head/num_bg_samples": 455.5, "roi_head/num_fg_samples": 56.5, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5687291760041262, "total_loss": 1.0813128087174846} {"data_time": 0.012747447501169518, "eta_seconds": 58369.38013587151, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.3853324279276499, "fast_rcnn/fg_cls_accuracy": 0.5892916528101098, "iteration": 166639, "loss_box_reg": 0.24949021637439728, "loss_cls": 0.22022699657827616, "loss_mask": 0.2552627185359597, "loss_rpn_cls": 0.04036871559219435, "loss_rpn_loc": 0.07503989301039837, "loss_sem_seg": 0.31474595982581377, "lr": 0.02, "mask_rcnn/accuracy": 0.8791485177847734, "mask_rcnn/false_negative": 0.0997125851164069, "mask_rcnn/false_positive": 0.13905474883973773, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.565356762992451, "total_loss": 1.1700840672056074} {"data_time": 0.011769675998948514, "eta_seconds": 58365.0625153032, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.40521696333360674, "fast_rcnn/fg_cls_accuracy": 0.5716717250430645, "iteration": 166659, "loss_box_reg": 0.23560429643839598, "loss_cls": 0.20103061734698713, "loss_mask": 0.2632457697764039, "loss_rpn_cls": 0.04310028647159925, "loss_rpn_loc": 0.07658140719286166, "loss_sem_seg": 0.30233692575711757, "lr": 0.02, "mask_rcnn/accuracy": 0.8859461966604825, "mask_rcnn/false_negative": 0.09226222978655099, "mask_rcnn/false_positive": 0.13924965846640924, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5653909169996041, "total_loss": 1.17079514922807} {"data_time": 0.012650425502215512, "eta_seconds": 58382.023012993704, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.29548053433130617, "fast_rcnn/fg_cls_accuracy": 0.6815031815031816, "iteration": 166679, "loss_box_reg": 0.23520388826727867, "loss_cls": 0.2066296930424869, "loss_mask": 0.24657508498057723, "loss_rpn_cls": 0.04089751373976469, "loss_rpn_loc": 0.08142875804333016, "loss_sem_seg": 0.2846714174374938, "lr": 0.02, "mask_rcnn/accuracy": 0.8769781686448352, "mask_rcnn/false_negative": 0.10036509902721912, "mask_rcnn/false_positive": 0.1506270647746926, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.5650531409992254, "total_loss": 1.122632795071695} {"data_time": 0.012231055501615629, "eta_seconds": 58520.10213669403, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.29389880952380953, "fast_rcnn/fg_cls_accuracy": 0.6199771436997714, "iteration": 166699, "loss_box_reg": 0.2218719976954162, "loss_cls": 0.20515216421335936, "loss_mask": 0.2502639601007104, "loss_rpn_cls": 0.039453081059036776, "loss_rpn_loc": 0.06648890012002084, "loss_sem_seg": 0.2830433305352926, "lr": 0.02, "mask_rcnn/accuracy": 0.8906477883110415, "mask_rcnn/false_negative": 0.09702674687881213, "mask_rcnn/false_positive": 0.12013028177856733, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5767093639951781, "total_loss": 1.0856094564587693} {"data_time": 0.012599130495800637, "eta_seconds": 58504.81129366304, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.3137987785532995, "fast_rcnn/fg_cls_accuracy": 0.6304611650485437, "iteration": 166719, "loss_box_reg": 0.21557071432471275, "loss_cls": 0.1883700736798346, "loss_mask": 0.24765211576595902, "loss_rpn_cls": 0.03968104021623731, "loss_rpn_loc": 0.06964369941852055, "loss_sem_seg": 0.29117299569770694, "lr": 0.02, "mask_rcnn/accuracy": 0.8888108410677973, "mask_rcnn/false_negative": 0.12112186604043645, "mask_rcnn/false_positive": 0.11654561891617787, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5500278124964098, "total_loss": 1.0558515803859336} {"data_time": 0.012757081502059009, "eta_seconds": 58373.26445085544, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.3250825082508251, "fast_rcnn/fg_cls_accuracy": 0.5869976359338062, "iteration": 166739, "loss_box_reg": 0.2403996428474784, "loss_cls": 0.2142122946679592, "loss_mask": 0.2598849991336465, "loss_rpn_cls": 0.04890577611513436, "loss_rpn_loc": 0.08568237931467593, "loss_sem_seg": 0.3019931809976697, "lr": 0.02, "mask_rcnn/accuracy": 0.8753917322137188, "mask_rcnn/false_negative": 0.09723222728955852, "mask_rcnn/false_positive": 0.13000705191055095, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5585395465022884, "total_loss": 1.1392545759990753} {"data_time": 0.011305341002298519, "eta_seconds": 58435.153206303505, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3606811145510836, "fast_rcnn/fg_cls_accuracy": 0.5901769509981851, "iteration": 166759, "loss_box_reg": 0.24561219778843224, "loss_cls": 0.23241806915029883, "loss_mask": 0.25307124108076096, "loss_rpn_cls": 0.04700723692076281, "loss_rpn_loc": 0.07809861295390874, "loss_sem_seg": 0.3383733844384551, "lr": 0.02, "mask_rcnn/accuracy": 0.8831426040366359, "mask_rcnn/false_negative": 0.09315724760131167, "mask_rcnn/false_positive": 0.13358738597495928, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.5759470259945374, "total_loss": 1.2174158461857587} {"data_time": 0.01290759249968687, "eta_seconds": 58474.782070373905, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.3323072051787222, "fast_rcnn/fg_cls_accuracy": 0.5999487967229902, "iteration": 166779, "loss_box_reg": 0.2304881028831005, "loss_cls": 0.2088001100346446, "loss_mask": 0.2519268128089607, "loss_rpn_cls": 0.04713579636882059, "loss_rpn_loc": 0.07285267626866698, "loss_sem_seg": 0.29108333960175514, "lr": 0.02, "mask_rcnn/accuracy": 0.8811313146334767, "mask_rcnn/false_negative": 0.0843676180943698, "mask_rcnn/false_positive": 0.14399903129252378, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.5774007735017221, "total_loss": 1.1256651951989625} {"data_time": 0.013411103500402533, "eta_seconds": 58468.05027754169, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.37935877566834564, "fast_rcnn/fg_cls_accuracy": 0.5709927481870467, "iteration": 166799, "loss_box_reg": 0.2555080170277506, "loss_cls": 0.22255254443734884, "loss_mask": 0.2566085518337786, "loss_rpn_cls": 0.04556306797894649, "loss_rpn_loc": 0.07906243950128555, "loss_sem_seg": 0.3540046401321888, "lr": 0.02, "mask_rcnn/accuracy": 0.8939977478755685, "mask_rcnn/false_negative": 0.08619785761623053, "mask_rcnn/false_positive": 0.10556058399410181, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5752086820066324, "total_loss": 1.193870229399181} {"data_time": 0.012983048996829893, "eta_seconds": 58455.2236588686, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.25396402398401063, "fast_rcnn/fg_cls_accuracy": 0.6817606388158535, "iteration": 166819, "loss_box_reg": 0.23755589919164777, "loss_cls": 0.20723644737154245, "loss_mask": 0.2415031623095274, "loss_rpn_cls": 0.04331064241705462, "loss_rpn_loc": 0.07071717904182151, "loss_sem_seg": 0.32575057819485664, "lr": 0.02, "mask_rcnn/accuracy": 0.8927507280242362, "mask_rcnn/false_negative": 0.07498783286881139, "mask_rcnn/false_positive": 0.12552486778384536, "roi_head/num_bg_samples": 460.0, "roi_head/num_fg_samples": 52.0, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5699197125068167, "total_loss": 1.139579181210138} {"data_time": 0.012369087504339404, "eta_seconds": 58375.17146263363, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.36306291919514533, "fast_rcnn/fg_cls_accuracy": 0.5787182415072796, "iteration": 166839, "loss_box_reg": 0.22379420092329383, "loss_cls": 0.20753497816622257, "loss_mask": 0.2488494012504816, "loss_rpn_cls": 0.03885997534962371, "loss_rpn_loc": 0.07224119390593842, "loss_sem_seg": 0.3247547075152397, "lr": 0.02, "mask_rcnn/accuracy": 0.9026621902692182, "mask_rcnn/false_negative": 0.08986185496482167, "mask_rcnn/false_positive": 0.11343688056749293, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5562083339973469, "total_loss": 1.1535254422633443} {"data_time": 0.012317071006691549, "eta_seconds": 58335.89367425622, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.2522728952620297, "fast_rcnn/fg_cls_accuracy": 0.6764795653633673, "iteration": 166859, "loss_box_reg": 0.22616378078237176, "loss_cls": 0.20515915239229798, "loss_mask": 0.24655216559767723, "loss_rpn_cls": 0.04123504491872154, "loss_rpn_loc": 0.0852635646588169, "loss_sem_seg": 0.31571283657103777, "lr": 0.02, "mask_rcnn/accuracy": 0.8905369916613487, "mask_rcnn/false_negative": 0.09086976969301655, "mask_rcnn/false_positive": 0.11872844003870037, "roi_head/num_bg_samples": 433.0, "roi_head/num_fg_samples": 79.0, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5637194994924357, "total_loss": 1.1752670879068319} {"data_time": 0.012271163504919969, "eta_seconds": 58343.73575392743, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.3092515592515592, "fast_rcnn/fg_cls_accuracy": 0.6582456140350876, "iteration": 166879, "loss_box_reg": 0.2209600079804659, "loss_cls": 0.20380110060796142, "loss_mask": 0.2565148361027241, "loss_rpn_cls": 0.040761897107586265, "loss_rpn_loc": 0.06641009182203561, "loss_sem_seg": 0.2906642653979361, "lr": 0.02, "mask_rcnn/accuracy": 0.8969134960727712, "mask_rcnn/false_negative": 0.09280990701215955, "mask_rcnn/false_positive": 0.115347114142026, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5684923164953943, "total_loss": 1.1060875027324073} {"data_time": 0.01200987100310158, "eta_seconds": 58282.81672797713, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.3098862071464811, "fast_rcnn/fg_cls_accuracy": 0.590913955479452, "iteration": 166899, "loss_box_reg": 0.21020159125328064, "loss_cls": 0.20413180766627192, "loss_mask": 0.2638792358338833, "loss_rpn_cls": 0.04250227738521062, "loss_rpn_loc": 0.08356109241140075, "loss_sem_seg": 0.31934102438390255, "lr": 0.02, "mask_rcnn/accuracy": 0.8878736973512809, "mask_rcnn/false_negative": 0.08781538548846085, "mask_rcnn/false_positive": 0.1251837022691968, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.5597018379994552, "total_loss": 1.1281480360485148} {"data_time": 0.013326814500032924, "eta_seconds": 58269.420486923234, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3359580052493438, "fast_rcnn/fg_cls_accuracy": 0.6265591077433911, "iteration": 166919, "loss_box_reg": 0.2500376389361918, "loss_cls": 0.2171591972000897, "loss_mask": 0.25919579761102796, "loss_rpn_cls": 0.047959854040527716, "loss_rpn_loc": 0.07519406790379435, "loss_sem_seg": 0.30948000960052013, "lr": 0.02, "mask_rcnn/accuracy": 0.8933319421518608, "mask_rcnn/false_negative": 0.09713267322585992, "mask_rcnn/false_positive": 0.11836286232260582, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5726110210016486, "total_loss": 1.164546788088046} {"data_time": 0.012845458993979264, "eta_seconds": 58260.20479725755, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.26730619652579723, "fast_rcnn/fg_cls_accuracy": 0.706902565692582, "iteration": 166939, "loss_box_reg": 0.23854802548885345, "loss_cls": 0.22614006837829947, "loss_mask": 0.25102004781365395, "loss_rpn_cls": 0.044026965042576194, "loss_rpn_loc": 0.08503407100215554, "loss_sem_seg": 0.3051770590245724, "lr": 0.02, "mask_rcnn/accuracy": 0.8942796497994296, "mask_rcnn/false_negative": 0.08407308976481564, "mask_rcnn/false_positive": 0.11799678953262907, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5742985274991952, "total_loss": 1.1403881941514555} {"data_time": 0.011656619506538846, "eta_seconds": 58263.55378702355, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3368055555555556, "fast_rcnn/fg_cls_accuracy": 0.6254443880142204, "iteration": 166959, "loss_box_reg": 0.227512052282691, "loss_cls": 0.20949594676494598, "loss_mask": 0.2452801251783967, "loss_rpn_cls": 0.04277545359218493, "loss_rpn_loc": 0.07183684952906333, "loss_sem_seg": 0.32830434292554855, "lr": 0.02, "mask_rcnn/accuracy": 0.8917702431095289, "mask_rcnn/false_negative": 0.08220134115862865, "mask_rcnn/false_positive": 0.11256719255342497, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.568502788002661, "total_loss": 1.1505888702813536} {"data_time": 0.011200408000149764, "eta_seconds": 58252.24497717368, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3454417293233083, "fast_rcnn/fg_cls_accuracy": 0.6055327868852459, "iteration": 166979, "loss_box_reg": 0.23856295365840197, "loss_cls": 0.22023517452180386, "loss_mask": 0.2534760469570756, "loss_rpn_cls": 0.04097705210006097, "loss_rpn_loc": 0.08465781167615205, "loss_sem_seg": 0.30379806901328266, "lr": 0.02, "mask_rcnn/accuracy": 0.8901367083590475, "mask_rcnn/false_negative": 0.10091586124979451, "mask_rcnn/false_positive": 0.1251218738082958, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5701451704953797, "total_loss": 1.155432075538556} {"data_time": 0.013103666999086272, "eta_seconds": 58228.224298491186, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.39381977671451357, "fast_rcnn/fg_cls_accuracy": 0.5880992704533611, "iteration": 166999, "loss_box_reg": 0.2296593808569014, "loss_cls": 0.20477305073291063, "loss_mask": 0.25321231968700886, "loss_rpn_cls": 0.03927509235654725, "loss_rpn_loc": 0.09188562969211489, "loss_sem_seg": 0.28217061376199126, "lr": 0.02, "mask_rcnn/accuracy": 0.8979242663248874, "mask_rcnn/false_negative": 0.07243563948287261, "mask_rcnn/false_positive": 0.1295078202553825, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5588506470085122, "total_loss": 1.1612557242624462} {"data_time": 0.012188534004963003, "eta_seconds": 58229.62735747394, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.33817174980072995, "fast_rcnn/fg_cls_accuracy": 0.6207317411444897, "iteration": 167019, "loss_box_reg": 0.2279745447449386, "loss_cls": 0.20171551150269806, "loss_mask": 0.24063859693706036, "loss_rpn_cls": 0.04125429526902735, "loss_rpn_loc": 0.07185370119987056, "loss_sem_seg": 0.3122471976093948, "lr": 0.02, "mask_rcnn/accuracy": 0.8952302828991158, "mask_rcnn/false_negative": 0.08873120900364287, "mask_rcnn/false_positive": 0.12428289417715124, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.5724927089977427, "total_loss": 1.13412668685487} {"data_time": 0.012424877502780873, "eta_seconds": 58218.31854762407, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.2639964264443121, "fast_rcnn/fg_cls_accuracy": 0.6902223575997564, "iteration": 167039, "loss_box_reg": 0.21582337375730276, "loss_cls": 0.20849875221028924, "loss_mask": 0.24130911380052567, "loss_rpn_cls": 0.04441500178654678, "loss_rpn_loc": 0.06611222504579928, "loss_sem_seg": 0.3106049010530114, "lr": 0.02, "mask_rcnn/accuracy": 0.9108659942145023, "mask_rcnn/false_negative": 0.07551803162092835, "mask_rcnn/false_positive": 0.09854591368256613, "roi_head/num_bg_samples": 460.5, "roi_head/num_fg_samples": 51.5, "rpn/num_neg_anchors": 235.25, "rpn/num_pos_anchors": 20.75, "time": 0.5661375189956743, "total_loss": 1.149330661224667} {"data_time": 0.012537307498860173, "eta_seconds": 58224.436876993735, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.25168809245552526, "fast_rcnn/fg_cls_accuracy": 0.7325803437207979, "iteration": 167059, "loss_box_reg": 0.24133726442232728, "loss_cls": 0.21873335726559162, "loss_mask": 0.2496014884673059, "loss_rpn_cls": 0.04139582917559892, "loss_rpn_loc": 0.06918339792173356, "loss_sem_seg": 0.3319225187879056, "lr": 0.02, "mask_rcnn/accuracy": 0.8913785729135404, "mask_rcnn/false_negative": 0.08047928822029651, "mask_rcnn/false_positive": 0.1004992413866663, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5712430849962402, "total_loss": 1.126078852917999} {"data_time": 0.01212411149754189, "eta_seconds": 58195.70092792433, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.3396266590957484, "fast_rcnn/fg_cls_accuracy": 0.6392985253088881, "iteration": 167079, "loss_box_reg": 0.24306105938740075, "loss_cls": 0.24526704801246524, "loss_mask": 0.25923850387334824, "loss_rpn_cls": 0.0409157092217356, "loss_rpn_loc": 0.07571150187868625, "loss_sem_seg": 0.2970968661829829, "lr": 0.02, "mask_rcnn/accuracy": 0.8837237436039348, "mask_rcnn/false_negative": 0.10465120580135742, "mask_rcnn/false_positive": 0.13821361897883916, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5665560784982517, "total_loss": 1.1846050457679667} {"data_time": 0.011970497500442434, "eta_seconds": 58166.81503272583, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.26744910677191525, "fast_rcnn/fg_cls_accuracy": 0.6507697456492637, "iteration": 167099, "loss_box_reg": 0.22879762551747262, "loss_cls": 0.19995061494410038, "loss_mask": 0.24967366363853216, "loss_rpn_cls": 0.03845752979395911, "loss_rpn_loc": 0.08392960258061066, "loss_sem_seg": 0.3009402882307768, "lr": 0.02, "mask_rcnn/accuracy": 0.8852891156462586, "mask_rcnn/false_negative": 0.1083829586507313, "mask_rcnn/false_positive": 0.1320931838950693, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.561408362504153, "total_loss": 1.1087054845993407} {"data_time": 0.012521124495833647, "eta_seconds": 58155.50963918588, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.29262844378257635, "fast_rcnn/fg_cls_accuracy": 0.6914525618661858, "iteration": 167119, "loss_box_reg": 0.22337993746623397, "loss_cls": 0.19823827198706567, "loss_mask": 0.24832907877862453, "loss_rpn_cls": 0.04127136318129487, "loss_rpn_loc": 0.0718920506478753, "loss_sem_seg": 0.3063832859043032, "lr": 0.02, "mask_rcnn/accuracy": 0.885910568077442, "mask_rcnn/false_negative": 0.09165548080388758, "mask_rcnn/false_positive": 0.12887855388731728, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.5684026454982813, "total_loss": 1.0650083050131798} {"data_time": 0.01320335449418053, "eta_seconds": 58090.34956923196, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.3151033386327504, "fast_rcnn/fg_cls_accuracy": 0.6789172306090578, "iteration": 167139, "loss_box_reg": 0.22763048950582743, "loss_cls": 0.2081685943994671, "loss_mask": 0.25294836005195975, "loss_rpn_cls": 0.03755135933170095, "loss_rpn_loc": 0.0541798765771091, "loss_sem_seg": 0.34481312008574605, "lr": 0.02, "mask_rcnn/accuracy": 0.8942543365613701, "mask_rcnn/false_negative": 0.11498803435253457, "mask_rcnn/false_positive": 0.09012450626872226, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5597405494991108, "total_loss": 1.1489895026170416} {"data_time": 0.012163951498223469, "eta_seconds": 58085.17281276725, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.31757504921259844, "fast_rcnn/fg_cls_accuracy": 0.6316654265873016, "iteration": 167159, "loss_box_reg": 0.2290602088905871, "loss_cls": 0.21043355436995625, "loss_mask": 0.25261649768799543, "loss_rpn_cls": 0.04317310998158064, "loss_rpn_loc": 0.07278991595376283, "loss_sem_seg": 0.3318827021867037, "lr": 0.02, "mask_rcnn/accuracy": 0.8944056534103872, "mask_rcnn/false_negative": 0.0955154531599424, "mask_rcnn/false_positive": 0.11605317379373015, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.5559408999979496, "total_loss": 1.1540738717740169} {"data_time": 0.012395204495987855, "eta_seconds": 58108.64125128571, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.3488479262672811, "fast_rcnn/fg_cls_accuracy": 0.5852723426758328, "iteration": 167179, "loss_box_reg": 0.24077341007068753, "loss_cls": 0.20044769207015634, "loss_mask": 0.27819288335740566, "loss_rpn_cls": 0.041687184377224185, "loss_rpn_loc": 0.08730434475000948, "loss_sem_seg": 0.2946601817384362, "lr": 0.02, "mask_rcnn/accuracy": 0.8962486333819242, "mask_rcnn/false_negative": 0.09603292805719457, "mask_rcnn/false_positive": 0.10479302880212164, "roi_head/num_bg_samples": 456.5, "roi_head/num_fg_samples": 55.5, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.569351263497083, "total_loss": 1.1603202355472604} {"data_time": 0.012587039003847167, "eta_seconds": 58098.00925673323, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.40865384615384615, "fast_rcnn/fg_cls_accuracy": 0.5514616102851397, "iteration": 167199, "loss_box_reg": 0.233905044849962, "loss_cls": 0.21210439736023545, "loss_mask": 0.24683505855500698, "loss_rpn_cls": 0.03980569209670648, "loss_rpn_loc": 0.0656826178310439, "loss_sem_seg": 0.3542381003499031, "lr": 0.02, "mask_rcnn/accuracy": 0.8762322415827296, "mask_rcnn/false_negative": 0.10778260358340974, "mask_rcnn/false_positive": 0.12274437320100774, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.5579209045026801, "total_loss": 1.2235245935153216} {"data_time": 0.012242648503161035, "eta_seconds": 58099.83708992401, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.31545875322240446, "fast_rcnn/fg_cls_accuracy": 0.6516242721422004, "iteration": 167219, "loss_box_reg": 0.23740590596571565, "loss_cls": 0.21935637947171926, "loss_mask": 0.25632861349731684, "loss_rpn_cls": 0.03916492755524814, "loss_rpn_loc": 0.07248279138002545, "loss_sem_seg": 0.2908886866644025, "lr": 0.02, "mask_rcnn/accuracy": 0.8971414296375553, "mask_rcnn/false_negative": 0.08423657098992628, "mask_rcnn/false_positive": 0.10723411252037625, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.578859889996238, "total_loss": 1.0905753035622183} {"data_time": 0.012196554998809006, "eta_seconds": 58090.61531686073, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.2970135195035461, "fast_rcnn/fg_cls_accuracy": 0.6623255436546576, "iteration": 167239, "loss_box_reg": 0.2212463873438537, "loss_cls": 0.19112925720401108, "loss_mask": 0.24962891545146704, "loss_rpn_cls": 0.04243814415531233, "loss_rpn_loc": 0.08095158301875927, "loss_sem_seg": 0.31114804092794657, "lr": 0.02, "mask_rcnn/accuracy": 0.8856806264172336, "mask_rcnn/false_negative": 0.08878834788998513, "mask_rcnn/false_positive": 0.1333472830804493, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.5677086989962845, "total_loss": 1.1010407776630018} {"data_time": 0.011426530007156543, "eta_seconds": 58093.9216392755, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.33536299765807964, "fast_rcnn/fg_cls_accuracy": 0.6507142857142858, "iteration": 167259, "loss_box_reg": 0.23973301926162094, "loss_cls": 0.21661013504490256, "loss_mask": 0.2555764648132026, "loss_rpn_cls": 0.04248502023256151, "loss_rpn_loc": 0.07748642249498516, "loss_sem_seg": 0.3290085478220135, "lr": 0.02, "mask_rcnn/accuracy": 0.8955576661357613, "mask_rcnn/false_negative": 0.096143242087008, "mask_rcnn/false_positive": 0.11574911874705267, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5775788159953663, "total_loss": 1.147946962795686} {"data_time": 0.01288701849989593, "eta_seconds": 58124.50122060469, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3459909655561829, "fast_rcnn/fg_cls_accuracy": 0.6229361091170136, "iteration": 167279, "loss_box_reg": 0.23192563862539828, "loss_cls": 0.21466511627659202, "loss_mask": 0.2683417033404112, "loss_rpn_cls": 0.04212859315157402, "loss_rpn_loc": 0.07968658188474365, "loss_sem_seg": 0.3166327131912112, "lr": 0.02, "mask_rcnn/accuracy": 0.8809946517626652, "mask_rcnn/false_negative": 0.09746802097118043, "mask_rcnn/false_positive": 0.12378417920265583, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5673987085028784, "total_loss": 1.1075058059723233} {"data_time": 0.012748375993396621, "eta_seconds": 58171.31949166652, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.37261814024390244, "fast_rcnn/fg_cls_accuracy": 0.6068885959129862, "iteration": 167299, "loss_box_reg": 0.23454199032858014, "loss_cls": 0.2213235709350556, "loss_mask": 0.24451142642647028, "loss_rpn_cls": 0.04303545178845525, "loss_rpn_loc": 0.08689590575522743, "loss_sem_seg": 0.3159004966728389, "lr": 0.02, "mask_rcnn/accuracy": 0.8762449802889759, "mask_rcnn/false_negative": 0.09769161329931336, "mask_rcnn/false_positive": 0.14379518595610485, "roi_head/num_bg_samples": 429.0, "roi_head/num_fg_samples": 83.0, "rpn/num_neg_anchors": 208.0, "rpn/num_pos_anchors": 48.0, "time": 0.5718968770015636, "total_loss": 1.186302241647354} {"data_time": 0.012401725507515948, "eta_seconds": 58168.18514897976, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.2632848802573573, "fast_rcnn/fg_cls_accuracy": 0.6462542916643215, "iteration": 167319, "loss_box_reg": 0.23793317819945514, "loss_cls": 0.22259125299751759, "loss_mask": 0.24697122629731894, "loss_rpn_cls": 0.04652172705391422, "loss_rpn_loc": 0.07255104691284942, "loss_sem_seg": 0.3227916427422315, "lr": 0.02, "mask_rcnn/accuracy": 0.9073365204696163, "mask_rcnn/false_negative": 0.08683935292812474, "mask_rcnn/false_positive": 0.10822128675886916, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.5667424400016898, "total_loss": 1.1241389812494162} {"data_time": 0.01281266899604816, "eta_seconds": 58151.969269680776, "fast_rcnn/cls_accuracy": 0.90380859375, "fast_rcnn/false_negative": 0.3959289259293941, "fast_rcnn/fg_cls_accuracy": 0.5749198717948718, "iteration": 167339, "loss_box_reg": 0.2313394662924111, "loss_cls": 0.22798685217276216, "loss_mask": 0.25920384423807263, "loss_rpn_cls": 0.04905361947021447, "loss_rpn_loc": 0.08961772575275972, "loss_sem_seg": 0.3389572203159332, "lr": 0.02, "mask_rcnn/accuracy": 0.8671501457725947, "mask_rcnn/false_negative": 0.11315985084369314, "mask_rcnn/false_positive": 0.14679171359178295, "roi_head/num_bg_samples": 424.5, "roi_head/num_fg_samples": 87.5, "rpn/num_neg_anchors": 196.75, "rpn/num_pos_anchors": 59.25, "time": 0.5571188760004588, "total_loss": 1.1966636405850295} {"data_time": 0.012451860500732437, "eta_seconds": 58140.64033868075, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.32615291262135926, "fast_rcnn/fg_cls_accuracy": 0.6540915915915916, "iteration": 167359, "loss_box_reg": 0.2435860971454531, "loss_cls": 0.22403635689988732, "loss_mask": 0.27385140024125576, "loss_rpn_cls": 0.047066196595551446, "loss_rpn_loc": 0.08978551957989112, "loss_sem_seg": 0.31431621592491865, "lr": 0.02, "mask_rcnn/accuracy": 0.8693768537762153, "mask_rcnn/false_negative": 0.10703079469768104, "mask_rcnn/false_positive": 0.14753551570442586, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5672655644957558, "total_loss": 1.1982027813064633} {"data_time": 0.012111529998946935, "eta_seconds": 58126.79190780063, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.38077927473440565, "fast_rcnn/fg_cls_accuracy": 0.5870789779326364, "iteration": 167379, "loss_box_reg": 0.22344728140160441, "loss_cls": 0.2096911098342389, "loss_mask": 0.24619656801223755, "loss_rpn_cls": 0.04317144028027542, "loss_rpn_loc": 0.072743468452245, "loss_sem_seg": 0.3065003640949726, "lr": 0.02, "mask_rcnn/accuracy": 0.8917455245378545, "mask_rcnn/false_negative": 0.09325708788404025, "mask_rcnn/false_positive": 0.13421429453573316, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.5664918899929035, "total_loss": 1.1006065717228921} {"data_time": 0.01247879900620319, "eta_seconds": 58117.9824766807, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.3245454545454546, "fast_rcnn/fg_cls_accuracy": 0.6181818181818182, "iteration": 167399, "loss_box_reg": 0.2238577431999147, "loss_cls": 0.21074312552809715, "loss_mask": 0.25345139764249325, "loss_rpn_cls": 0.0432451629312709, "loss_rpn_loc": 0.07307551696430892, "loss_sem_seg": 0.3409256720915437, "lr": 0.02, "mask_rcnn/accuracy": 0.8991909147703608, "mask_rcnn/false_negative": 0.09525044950478308, "mask_rcnn/false_positive": 0.11918970703573134, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5651489349911571, "total_loss": 1.1334607073222287} {"data_time": 0.01220734250091482, "eta_seconds": 58108.9056091155, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.3592991504854369, "fast_rcnn/fg_cls_accuracy": 0.5876257944915254, "iteration": 167419, "loss_box_reg": 0.2454216848127544, "loss_cls": 0.21293554035946727, "loss_mask": 0.2546301740221679, "loss_rpn_cls": 0.042442965030204505, "loss_rpn_loc": 0.08800759230507538, "loss_sem_seg": 0.3172173532657325, "lr": 0.02, "mask_rcnn/accuracy": 0.8827103277068667, "mask_rcnn/false_negative": 0.0946427623156236, "mask_rcnn/false_positive": 0.12170747978554508, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5636890805035364, "total_loss": 1.1574037835234776} {"data_time": 0.012767817002895754, "eta_seconds": 58105.12236907605, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.29746706781590504, "fast_rcnn/fg_cls_accuracy": 0.6475583380762664, "iteration": 167439, "loss_box_reg": 0.2460769354365766, "loss_cls": 0.20294977631419897, "loss_mask": 0.26090897899121046, "loss_rpn_cls": 0.04577794749638997, "loss_rpn_loc": 0.07214323210064322, "loss_sem_seg": 0.2859588386490941, "lr": 0.02, "mask_rcnn/accuracy": 0.9013835646992998, "mask_rcnn/false_negative": 0.09051111313570517, "mask_rcnn/false_positive": 0.10986799045472496, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.5678073649978614, "total_loss": 1.16376046318328} {"data_time": 0.012012988001515623, "eta_seconds": 58083.99568368062, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.3327752976190476, "fast_rcnn/fg_cls_accuracy": 0.6371954970472441, "iteration": 167459, "loss_box_reg": 0.24399964325129986, "loss_cls": 0.22301932726986706, "loss_mask": 0.2554512997157872, "loss_rpn_cls": 0.044667311769444495, "loss_rpn_loc": 0.07872929831501096, "loss_sem_seg": 0.3380436785519123, "lr": 0.02, "mask_rcnn/accuracy": 0.894334190369061, "mask_rcnn/false_negative": 0.0938184412107686, "mask_rcnn/false_positive": 0.11142644461099008, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5566935774986632, "total_loss": 1.1895558495016303} {"data_time": 0.011982972995610908, "eta_seconds": 58077.54608601936, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.31547187402879934, "fast_rcnn/fg_cls_accuracy": 0.669222003522221, "iteration": 167479, "loss_box_reg": 0.20797952474094927, "loss_cls": 0.1847881837747991, "loss_mask": 0.25934094097465277, "loss_rpn_cls": 0.039519486017525196, "loss_rpn_loc": 0.0687170407618396, "loss_sem_seg": 0.33857116010040045, "lr": 0.02, "mask_rcnn/accuracy": 0.8975036258158086, "mask_rcnn/false_negative": 0.10497450329358307, "mask_rcnn/false_positive": 0.10518060099427295, "roi_head/num_bg_samples": 462.75, "roi_head/num_fg_samples": 49.25, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5648156524985097, "total_loss": 1.148659739003051} {"data_time": 0.012051436999172438, "eta_seconds": 58045.33024003604, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.28273809523809523, "fast_rcnn/fg_cls_accuracy": 0.6791277258566978, "iteration": 167499, "loss_box_reg": 0.22570582141634077, "loss_cls": 0.18911941233091056, "loss_mask": 0.25729055190458894, "loss_rpn_cls": 0.044582590053323656, "loss_rpn_loc": 0.07866913035104517, "loss_sem_seg": 0.3151440108194947, "lr": 0.02, "mask_rcnn/accuracy": 0.8880484910801055, "mask_rcnn/false_negative": 0.09733202625810336, "mask_rcnn/false_positive": 0.12723595167762586, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.552475502503512, "total_loss": 1.1857491024420597} {"data_time": 0.011901701502210926, "eta_seconds": 58034.00443243611, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3039253048780488, "fast_rcnn/fg_cls_accuracy": 0.6331024245423058, "iteration": 167519, "loss_box_reg": 0.23311997554264963, "loss_cls": 0.22513142530806363, "loss_mask": 0.26051310170441866, "loss_rpn_cls": 0.052041237184312195, "loss_rpn_loc": 0.08629047739668749, "loss_sem_seg": 0.34512850921601057, "lr": 0.02, "mask_rcnn/accuracy": 0.8927030203483061, "mask_rcnn/false_negative": 0.08834763052710082, "mask_rcnn/false_positive": 0.1402028976350187, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5735455039975932, "total_loss": 1.2063626119925175} {"data_time": 0.012545579003926832, "eta_seconds": 58040.92938863516, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.36953883495145634, "fast_rcnn/fg_cls_accuracy": 0.6082678810160428, "iteration": 167539, "loss_box_reg": 0.2349678564351052, "loss_cls": 0.21495502186007798, "loss_mask": 0.25881436932832, "loss_rpn_cls": 0.04626543393533211, "loss_rpn_loc": 0.07833913987269625, "loss_sem_seg": 0.32649591541849077, "lr": 0.02, "mask_rcnn/accuracy": 0.8762107228758429, "mask_rcnn/false_negative": 0.10592915332401841, "mask_rcnn/false_positive": 0.13618437262742894, "roi_head/num_bg_samples": 431.5, "roi_head/num_fg_samples": 80.5, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.5800053019920597, "total_loss": 1.1671887346892618} {"data_time": 0.01251943749957718, "eta_seconds": 58025.42718710761, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.25831035539215685, "fast_rcnn/fg_cls_accuracy": 0.6504524886877828, "iteration": 167559, "loss_box_reg": 0.21782172285020351, "loss_cls": 0.19834501517470926, "loss_mask": 0.24191286554560065, "loss_rpn_cls": 0.03719496941630496, "loss_rpn_loc": 0.05962438270216808, "loss_sem_seg": 0.3267239327542484, "lr": 0.02, "mask_rcnn/accuracy": 0.8861743462153927, "mask_rcnn/false_negative": 0.08794527537534137, "mask_rcnn/false_positive": 0.1420155927715199, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5711149790004129, "total_loss": 1.0996234338308568} {"data_time": 0.012693294505879749, "eta_seconds": 58018.270648475045, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.2879930077570195, "fast_rcnn/fg_cls_accuracy": 0.6812783247382403, "iteration": 167579, "loss_box_reg": 0.22410242585465312, "loss_cls": 0.19516055239364505, "loss_mask": 0.25449024979025126, "loss_rpn_cls": 0.044707216788083315, "loss_rpn_loc": 0.08844423183472827, "loss_sem_seg": 0.3678124789148569, "lr": 0.02, "mask_rcnn/accuracy": 0.8947861108117241, "mask_rcnn/false_negative": 0.08207348107215767, "mask_rcnn/false_positive": 0.1106474455028576, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5777693679920048, "total_loss": 1.167668214533478} {"data_time": 0.013131721505487803, "eta_seconds": 58004.693166680445, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.293968253968254, "fast_rcnn/fg_cls_accuracy": 0.6754385964912281, "iteration": 167599, "loss_box_reg": 0.22414370463229716, "loss_cls": 0.1982155553996563, "loss_mask": 0.2426854227669537, "loss_rpn_cls": 0.03929282735043671, "loss_rpn_loc": 0.07812916062539443, "loss_sem_seg": 0.3309011487290263, "lr": 0.02, "mask_rcnn/accuracy": 0.8955408315451461, "mask_rcnn/false_negative": 0.08524785360430184, "mask_rcnn/false_positive": 0.11538480939530338, "roi_head/num_bg_samples": 460.5, "roi_head/num_fg_samples": 51.5, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.5813191720008035, "total_loss": 1.1136523943860084} {"data_time": 0.01257940600044094, "eta_seconds": 57995.61190831493, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.3751851851851852, "fast_rcnn/fg_cls_accuracy": 0.6024691358024692, "iteration": 167619, "loss_box_reg": 0.22508392273448408, "loss_cls": 0.1979140240000561, "loss_mask": 0.2509253015741706, "loss_rpn_cls": 0.038846033363370225, "loss_rpn_loc": 0.07855115894926712, "loss_sem_seg": 0.2813169239088893, "lr": 0.02, "mask_rcnn/accuracy": 0.8850187431210301, "mask_rcnn/false_negative": 0.09591399082821658, "mask_rcnn/false_positive": 0.1343667360334003, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5710023735082359, "total_loss": 1.1108959565026453} {"data_time": 0.012142332496296149, "eta_seconds": 57984.282538234875, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.32659488013002846, "fast_rcnn/fg_cls_accuracy": 0.6547619047619048, "iteration": 167639, "loss_box_reg": 0.223235456738621, "loss_cls": 0.21704253484494984, "loss_mask": 0.2399379750713706, "loss_rpn_cls": 0.03618580650072545, "loss_rpn_loc": 0.060607284409343265, "loss_sem_seg": 0.30732702813111246, "lr": 0.02, "mask_rcnn/accuracy": 0.902763562582291, "mask_rcnn/false_negative": 0.08556887754012765, "mask_rcnn/false_positive": 0.12262879198832982, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5673543614975642, "total_loss": 1.1342784981097793} {"data_time": 0.01361307199113071, "eta_seconds": 57975.577140188914, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.34847094801223244, "fast_rcnn/fg_cls_accuracy": 0.6245484400656814, "iteration": 167659, "loss_box_reg": 0.22241087164729834, "loss_cls": 0.21624754182994366, "loss_mask": 0.25702414428815246, "loss_rpn_cls": 0.03975230347714387, "loss_rpn_loc": 0.06626454275101423, "loss_sem_seg": 0.31979332538321614, "lr": 0.02, "mask_rcnn/accuracy": 0.8896455111171779, "mask_rcnn/false_negative": 0.09713523992423057, "mask_rcnn/false_positive": 0.12557740225918587, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 236.25, "rpn/num_pos_anchors": 19.75, "time": 0.5675191240006825, "total_loss": 1.077864057268016} {"data_time": 0.012362355999357533, "eta_seconds": 57964.247257318864, "fast_rcnn/cls_accuracy": 0.9140625, "fast_rcnn/false_negative": 0.3828125, "fast_rcnn/fg_cls_accuracy": 0.59375, "iteration": 167679, "loss_box_reg": 0.23065373860299587, "loss_cls": 0.2231900072656572, "loss_mask": 0.2421479863114655, "loss_rpn_cls": 0.038351036550011486, "loss_rpn_loc": 0.06233456282643601, "loss_sem_seg": 0.30499654449522495, "lr": 0.02, "mask_rcnn/accuracy": 0.899609207724481, "mask_rcnn/false_negative": 0.09258928170693934, "mask_rcnn/false_positive": 0.12272897438406755, "roi_head/num_bg_samples": 427.5, "roi_head/num_fg_samples": 84.5, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.568288920498162, "total_loss": 1.1035769238951616} {"data_time": 0.013078372001473326, "eta_seconds": 57952.917374448814, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.366499255952381, "fast_rcnn/fg_cls_accuracy": 0.6055555555555556, "iteration": 167699, "loss_box_reg": 0.22742466256022453, "loss_cls": 0.21518338937312365, "loss_mask": 0.2507013715803623, "loss_rpn_cls": 0.038302674976876006, "loss_rpn_loc": 0.07167930866125971, "loss_sem_seg": 0.3020966756157577, "lr": 0.02, "mask_rcnn/accuracy": 0.8741790656165102, "mask_rcnn/false_negative": 0.10608245703026291, "mask_rcnn/false_positive": 0.14003781226188644, "roi_head/num_bg_samples": 431.25, "roi_head/num_fg_samples": 80.75, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5775906700000633, "total_loss": 1.096155129111139} {"data_time": 0.01249829049629625, "eta_seconds": 57957.50665918775, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.32863921628654524, "fast_rcnn/fg_cls_accuracy": 0.609278350515464, "iteration": 167719, "loss_box_reg": 0.22774298745207489, "loss_cls": 0.2163994915317744, "loss_mask": 0.24698942340910435, "loss_rpn_cls": 0.037916552857495844, "loss_rpn_loc": 0.06499535898910835, "loss_sem_seg": 0.30481093167327344, "lr": 0.02, "mask_rcnn/accuracy": 0.8902691806096691, "mask_rcnn/false_negative": 0.09221469620052891, "mask_rcnn/false_positive": 0.12090023015081071, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5617361674958374, "total_loss": 1.1127319131337572} {"data_time": 0.012796161994629074, "eta_seconds": 57962.06333585899, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.3864842792976725, "fast_rcnn/fg_cls_accuracy": 0.5751889705099542, "iteration": 167739, "loss_box_reg": 0.218816876411438, "loss_cls": 0.19892590818926692, "loss_mask": 0.2438651486299932, "loss_rpn_cls": 0.042155649556661956, "loss_rpn_loc": 0.08398781128926203, "loss_sem_seg": 0.2833002442494035, "lr": 0.02, "mask_rcnn/accuracy": 0.8922678248514595, "mask_rcnn/false_negative": 0.08652181302363207, "mask_rcnn/false_positive": 0.14075614165713238, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.549197179498151, "total_loss": 1.0654004167299718} {"data_time": 0.01284198649955215, "eta_seconds": 57918.927725838665, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.3460609545715929, "fast_rcnn/fg_cls_accuracy": 0.6070590488961256, "iteration": 167759, "loss_box_reg": 0.22095662378706038, "loss_cls": 0.19462768360972404, "loss_mask": 0.24820602219551802, "loss_rpn_cls": 0.04441764415241778, "loss_rpn_loc": 0.07263079067342915, "loss_sem_seg": 0.32537766895256937, "lr": 0.02, "mask_rcnn/accuracy": 0.8723753549260544, "mask_rcnn/false_negative": 0.10914625215751247, "mask_rcnn/false_positive": 0.11866889336024206, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5641498760014656, "total_loss": 1.1161801741982345} {"data_time": 0.012996264500543475, "eta_seconds": 57907.597842968615, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.32091473572618506, "fast_rcnn/fg_cls_accuracy": 0.5933306427202099, "iteration": 167779, "loss_box_reg": 0.2247044916730374, "loss_cls": 0.21844458673149347, "loss_mask": 0.2573203509673476, "loss_rpn_cls": 0.040525042422814295, "loss_rpn_loc": 0.07785802619764581, "loss_sem_seg": 0.30981616396456957, "lr": 0.02, "mask_rcnn/accuracy": 0.8907072909809085, "mask_rcnn/false_negative": 0.07762936593512748, "mask_rcnn/false_positive": 0.12029194689412165, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.567879466994782, "total_loss": 1.1317869141494157} {"data_time": 0.011862610503158066, "eta_seconds": 57887.89769767012, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3417059748427673, "fast_rcnn/fg_cls_accuracy": 0.6382207499159824, "iteration": 167799, "loss_box_reg": 0.22033584699966013, "loss_cls": 0.19415977830067277, "loss_mask": 0.26019929349422455, "loss_rpn_cls": 0.05248881329316646, "loss_rpn_loc": 0.09526887256652117, "loss_sem_seg": 0.3101330322679132, "lr": 0.02, "mask_rcnn/accuracy": 0.8929140068692161, "mask_rcnn/false_negative": 0.08599703879459965, "mask_rcnn/false_positive": 0.11948697512990991, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5647677199958707, "total_loss": 1.1801651759305969} {"data_time": 0.013304977997904643, "eta_seconds": 57859.065030231635, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3463199013157895, "fast_rcnn/fg_cls_accuracy": 0.6352339181286549, "iteration": 167819, "loss_box_reg": 0.22821468161419034, "loss_cls": 0.20187013305258006, "loss_mask": 0.2568771615624428, "loss_rpn_cls": 0.04523298278218135, "loss_rpn_loc": 0.0748060499317944, "loss_sem_seg": 0.34003816288895905, "lr": 0.02, "mask_rcnn/accuracy": 0.8882963695629453, "mask_rcnn/false_negative": 0.0874313469325308, "mask_rcnn/false_positive": 0.11791840814421797, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5572086309985025, "total_loss": 1.1619012907030992} {"data_time": 0.012368711504677776, "eta_seconds": 57858.03620097111, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.3416493416493417, "fast_rcnn/fg_cls_accuracy": 0.5690387228260869, "iteration": 167839, "loss_box_reg": 0.23083768552169204, "loss_cls": 0.212369843153283, "loss_mask": 0.2611407875083387, "loss_rpn_cls": 0.04187883686972782, "loss_rpn_loc": 0.06934612346231006, "loss_sem_seg": 0.3307996019721031, "lr": 0.02, "mask_rcnn/accuracy": 0.8903378206076187, "mask_rcnn/false_negative": 0.10511112485116758, "mask_rcnn/false_positive": 0.12284564267833235, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.5596066785001312, "total_loss": 1.1742811929434538} {"data_time": 0.013123099495714996, "eta_seconds": 57836.41539281167, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.32037863189201554, "fast_rcnn/fg_cls_accuracy": 0.6616257990649748, "iteration": 167859, "loss_box_reg": 0.22494327742606401, "loss_cls": 0.20319262868724763, "loss_mask": 0.2432276103645563, "loss_rpn_cls": 0.044686372159048915, "loss_rpn_loc": 0.08247816108632833, "loss_sem_seg": 0.3136021795216948, "lr": 0.02, "mask_rcnn/accuracy": 0.8820154956331228, "mask_rcnn/false_negative": 0.09886713958763214, "mask_rcnn/false_positive": 0.12155097126625908, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 208.5, "rpn/num_pos_anchors": 47.5, "time": 0.5582587624958251, "total_loss": 1.1204856489785016} {"data_time": 0.012256606001756154, "eta_seconds": 57842.58471819034, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3076259873178329, "fast_rcnn/fg_cls_accuracy": 0.6824596774193548, "iteration": 167879, "loss_box_reg": 0.2324224403128028, "loss_cls": 0.20920717739500105, "loss_mask": 0.24148439429700375, "loss_rpn_cls": 0.04197404318256304, "loss_rpn_loc": 0.08241995394928381, "loss_sem_seg": 0.3109885761514306, "lr": 0.02, "mask_rcnn/accuracy": 0.9057956948986376, "mask_rcnn/false_negative": 0.08310097930441784, "mask_rcnn/false_positive": 0.10909199262983182, "roi_head/num_bg_samples": 431.5, "roi_head/num_fg_samples": 80.5, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5783492429982289, "total_loss": 1.139386279071914} {"data_time": 0.012285949997021817, "eta_seconds": 57829.88561358183, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.3554377266675848, "fast_rcnn/fg_cls_accuracy": 0.5773524720893142, "iteration": 167899, "loss_box_reg": 0.20689812069758773, "loss_cls": 0.20009521418251097, "loss_mask": 0.2353690918534994, "loss_rpn_cls": 0.036787093966268, "loss_rpn_loc": 0.059955952281598, "loss_sem_seg": 0.35491290874779224, "lr": 0.02, "mask_rcnn/accuracy": 0.8925928827666585, "mask_rcnn/false_negative": 0.1001794108644375, "mask_rcnn/false_positive": 0.11762250865353503, "roi_head/num_bg_samples": 463.25, "roi_head/num_fg_samples": 48.75, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5555902705018525, "total_loss": 1.0714030473463936} {"data_time": 0.012813544504751917, "eta_seconds": 57802.44093668173, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.35792410714285716, "fast_rcnn/fg_cls_accuracy": 0.571001692405331, "iteration": 167919, "loss_box_reg": 0.2311795260757208, "loss_cls": 0.2156795673072338, "loss_mask": 0.255968289449811, "loss_rpn_cls": 0.041793034673901275, "loss_rpn_loc": 0.07451467626378872, "loss_sem_seg": 0.3121589437359944, "lr": 0.02, "mask_rcnn/accuracy": 0.8824954913015539, "mask_rcnn/false_negative": 0.09606417119974958, "mask_rcnn/false_positive": 0.12965454485650085, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5639530475018546, "total_loss": 1.2140370513807284} {"data_time": 0.012066811003023759, "eta_seconds": 57725.47941308308, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.3553175293605916, "fast_rcnn/fg_cls_accuracy": 0.6296733569460842, "iteration": 167939, "loss_box_reg": 0.22774419048801064, "loss_cls": 0.20637002564035356, "loss_mask": 0.2498481161892414, "loss_rpn_cls": 0.04160101935849525, "loss_rpn_loc": 0.07358355323958676, "loss_sem_seg": 0.3204310815781355, "lr": 0.02, "mask_rcnn/accuracy": 0.8844960061946856, "mask_rcnn/false_negative": 0.09910474835764846, "mask_rcnn/false_positive": 0.13125322603946765, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.5623357360018417, "total_loss": 1.1287680998793803} {"data_time": 0.013024613996094558, "eta_seconds": 57756.300695666214, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.3019745502413339, "fast_rcnn/fg_cls_accuracy": 0.6711125569290826, "iteration": 167959, "loss_box_reg": 0.22662787116132677, "loss_cls": 0.20307909563416615, "loss_mask": 0.23962949123233557, "loss_rpn_cls": 0.04007252139854245, "loss_rpn_loc": 0.07400217434042133, "loss_sem_seg": 0.3336819049436599, "lr": 0.02, "mask_rcnn/accuracy": 0.8991271905159848, "mask_rcnn/false_negative": 0.0750747292292258, "mask_rcnn/false_positive": 0.11037446388195765, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5779402119951556, "total_loss": 1.1220452965862933} {"data_time": 0.012676057500357274, "eta_seconds": 57678.428357991565, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.3178107606679035, "fast_rcnn/fg_cls_accuracy": 0.6622807017543859, "iteration": 167979, "loss_box_reg": 0.24325329530984163, "loss_cls": 0.2180938257370144, "loss_mask": 0.25373443169519305, "loss_rpn_cls": 0.046772359346505255, "loss_rpn_loc": 0.08041627320926636, "loss_sem_seg": 0.304331146646291, "lr": 0.02, "mask_rcnn/accuracy": 0.888896218773038, "mask_rcnn/false_negative": 0.08598508779770292, "mask_rcnn/false_positive": 0.13789655321530903, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5504053334952914, "total_loss": 1.164515380980447} {"data_time": 0.012531578999187332, "eta_seconds": 57691.54354370315, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.363827248866619, "fast_rcnn/fg_cls_accuracy": 0.6011523687580025, "iteration": 167999, "loss_box_reg": 0.21602508169598877, "loss_cls": 0.19387377216480672, "loss_mask": 0.24746600165963173, "loss_rpn_cls": 0.05049407036131015, "loss_rpn_loc": 0.08264207432512194, "loss_sem_seg": 0.3272178848274052, "lr": 0.02, "mask_rcnn/accuracy": 0.8932348303898401, "mask_rcnn/false_negative": 0.08704474498910687, "mask_rcnn/false_positive": 0.11855278349319387, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5649313915055245, "total_loss": 1.1250238734064624} {"data_time": 0.013422742500551976, "eta_seconds": 57597.33153825688, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.3523995535714286, "fast_rcnn/fg_cls_accuracy": 0.6476004464285714, "iteration": 168019, "loss_box_reg": 0.23995639709755778, "loss_cls": 0.20987181831151247, "loss_mask": 0.25117214024066925, "loss_rpn_cls": 0.046786945225903764, "loss_rpn_loc": 0.08106660711928271, "loss_sem_seg": 0.3337744656018913, "lr": 0.02, "mask_rcnn/accuracy": 0.8907338630332786, "mask_rcnn/false_negative": 0.10148876288357436, "mask_rcnn/false_positive": 0.10710495499853762, "roi_head/num_bg_samples": 431.75, "roi_head/num_fg_samples": 80.25, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5554731224983698, "total_loss": 1.1753813494287897} {"data_time": 0.014382770496013109, "eta_seconds": 57575.120506638894, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.23956677265500795, "fast_rcnn/fg_cls_accuracy": 0.7107142857142857, "iteration": 168039, "loss_box_reg": 0.23683723038993776, "loss_cls": 0.2096443388145417, "loss_mask": 0.2537929289974272, "loss_rpn_cls": 0.0454991411534138, "loss_rpn_loc": 0.07662916660774499, "loss_sem_seg": 0.32730905106291175, "lr": 0.02, "mask_rcnn/accuracy": 0.8993574617346939, "mask_rcnn/false_negative": 0.08531572618015007, "mask_rcnn/false_positive": 0.10509278261962723, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 234.5, "rpn/num_pos_anchors": 21.5, "time": 0.5546297295004479, "total_loss": 1.1618850752929575} {"data_time": 0.012807309998606797, "eta_seconds": 57563.82694919896, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3092940788388586, "fast_rcnn/fg_cls_accuracy": 0.6283643892339544, "iteration": 168059, "loss_box_reg": 0.22884978959336877, "loss_cls": 0.2025652965530753, "loss_mask": 0.243425615131855, "loss_rpn_cls": 0.03854898875579238, "loss_rpn_loc": 0.06999828922562301, "loss_sem_seg": 0.31932548084296286, "lr": 0.02, "mask_rcnn/accuracy": 0.9081342764378478, "mask_rcnn/false_negative": 0.09704568595418553, "mask_rcnn/false_positive": 0.11030291267315642, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5711010654995334, "total_loss": 1.102384218655061} {"data_time": 0.01244396150286775, "eta_seconds": 57563.44444269697, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.36270676015821646, "fast_rcnn/fg_cls_accuracy": 0.6113665389527458, "iteration": 168079, "loss_box_reg": 0.22856740280985832, "loss_cls": 0.2239601849578321, "loss_mask": 0.2560959458351135, "loss_rpn_cls": 0.03930939038400538, "loss_rpn_loc": 0.08973098103888333, "loss_sem_seg": 0.32551847386639565, "lr": 0.02, "mask_rcnn/accuracy": 0.8923570430035948, "mask_rcnn/false_negative": 0.09234653405223861, "mask_rcnn/false_positive": 0.11688716669942525, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.5771958594996249, "total_loss": 1.1761029704357497} {"data_time": 0.013340858000447042, "eta_seconds": 57546.54490201563, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.2800595238095238, "fast_rcnn/fg_cls_accuracy": 0.7051525209419947, "iteration": 168099, "loss_box_reg": 0.2245754504110664, "loss_cls": 0.196161936968565, "loss_mask": 0.2524071834050119, "loss_rpn_cls": 0.03849860739137512, "loss_rpn_loc": 0.06892033843178069, "loss_sem_seg": 0.3246024567633867, "lr": 0.02, "mask_rcnn/accuracy": 0.8931145770544504, "mask_rcnn/false_negative": 0.08729690565673243, "mask_rcnn/false_positive": 0.11869572328389617, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.557361311504792, "total_loss": 1.1292306655668654} {"data_time": 0.01269693849462783, "eta_seconds": 57499.89408108963, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.2884539732494099, "fast_rcnn/fg_cls_accuracy": 0.6988380041011619, "iteration": 168119, "loss_box_reg": 0.22464365139603615, "loss_cls": 0.20638791704550385, "loss_mask": 0.24755371268838644, "loss_rpn_cls": 0.039580384094733745, "loss_rpn_loc": 0.0753771987510845, "loss_sem_seg": 0.33851868379861116, "lr": 0.02, "mask_rcnn/accuracy": 0.9135268172921103, "mask_rcnn/false_negative": 0.07215044513077576, "mask_rcnn/false_positive": 0.10086960766248093, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.552243174504838, "total_loss": 1.1634973288455512} {"data_time": 0.012529562503914349, "eta_seconds": 57514.40328317577, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.2716880996121658, "fast_rcnn/fg_cls_accuracy": 0.66141049193713, "iteration": 168139, "loss_box_reg": 0.2255240837112069, "loss_cls": 0.20313522266224027, "loss_mask": 0.25747061148285866, "loss_rpn_cls": 0.040150028333300725, "loss_rpn_loc": 0.07308694126550108, "loss_sem_seg": 0.30882453359663486, "lr": 0.02, "mask_rcnn/accuracy": 0.9056682081699675, "mask_rcnn/false_negative": 0.09122982993623316, "mask_rcnn/false_positive": 0.09315731945661751, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 240.0, "rpn/num_pos_anchors": 16.0, "time": 0.5676426124991849, "total_loss": 1.1391809731139801} {"data_time": 0.012376853497698903, "eta_seconds": 57507.35916199931, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.303203125, "fast_rcnn/fg_cls_accuracy": 0.5710702341137124, "iteration": 168159, "loss_box_reg": 0.22351077408529818, "loss_cls": 0.2137361376080662, "loss_mask": 0.24571869056671858, "loss_rpn_cls": 0.04651938425377011, "loss_rpn_loc": 0.082419864309486, "loss_sem_seg": 0.307913557626307, "lr": 0.02, "mask_rcnn/accuracy": 0.9201071876118869, "mask_rcnn/false_negative": 0.10041479107199994, "mask_rcnn/false_positive": 0.10737667942401061, "roi_head/num_bg_samples": 460.0, "roi_head/num_fg_samples": 52.0, "rpn/num_neg_anchors": 235.5, "rpn/num_pos_anchors": 20.5, "time": 0.552091997997195, "total_loss": 1.138862658641301} {"data_time": 0.01255333249719115, "eta_seconds": 57506.96595009712, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.3107495548000648, "fast_rcnn/fg_cls_accuracy": 0.6393192488262911, "iteration": 168179, "loss_box_reg": 0.2225714372470975, "loss_cls": 0.21570365247316658, "loss_mask": 0.25365267414599657, "loss_rpn_cls": 0.04541122040245682, "loss_rpn_loc": 0.09136112849228084, "loss_sem_seg": 0.30836295196786523, "lr": 0.02, "mask_rcnn/accuracy": 0.9100041743970315, "mask_rcnn/false_negative": 0.08711635914382962, "mask_rcnn/false_positive": 0.09734611422974082, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 235.75, "rpn/num_pos_anchors": 20.25, "time": 0.5684711535068345, "total_loss": 1.1654969289666042} {"data_time": 0.012898363500426058, "eta_seconds": 57490.071908716236, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.30729166666666663, "fast_rcnn/fg_cls_accuracy": 0.6640625, "iteration": 168199, "loss_box_reg": 0.24277100013568997, "loss_cls": 0.22031030803918839, "loss_mask": 0.2602627417072654, "loss_rpn_cls": 0.05578516790410504, "loss_rpn_loc": 0.0852030529640615, "loss_sem_seg": 0.3348349160514772, "lr": 0.02, "mask_rcnn/accuracy": 0.8777996750131654, "mask_rcnn/false_negative": 0.0989717421715576, "mask_rcnn/false_positive": 0.14743975344482707, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5601184264960466, "total_loss": 1.2056709831231274} {"data_time": 0.011945988495426718, "eta_seconds": 57484.374553057176, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.28181818181818186, "fast_rcnn/fg_cls_accuracy": 0.6530878404296125, "iteration": 168219, "loss_box_reg": 0.22221114323474467, "loss_cls": 0.19930855341954157, "loss_mask": 0.24054478108882904, "loss_rpn_cls": 0.043421251815743744, "loss_rpn_loc": 0.07774670247454196, "loss_sem_seg": 0.30342385917901993, "lr": 0.02, "mask_rcnn/accuracy": 0.9007611915734035, "mask_rcnn/false_negative": 0.07739666173254237, "mask_rcnn/false_positive": 0.10704207185188555, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5703956700017443, "total_loss": 1.09051313000964} {"data_time": 0.01195936200383585, "eta_seconds": 57457.9396677752, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.41532414805856693, "fast_rcnn/fg_cls_accuracy": 0.5186741363211951, "iteration": 168239, "loss_box_reg": 0.23137446260079741, "loss_cls": 0.2104396317154169, "loss_mask": 0.24785298015922308, "loss_rpn_cls": 0.040919318817032035, "loss_rpn_loc": 0.07085020773229189, "loss_sem_seg": 0.33318539522588253, "lr": 0.02, "mask_rcnn/accuracy": 0.9077367374869656, "mask_rcnn/false_negative": 0.08185221221588146, "mask_rcnn/false_positive": 0.11348772232243387, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5553284360066755, "total_loss": 1.148529179918114} {"data_time": 0.012006544995529111, "eta_seconds": 57429.2614924861, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.37851306840056465, "fast_rcnn/fg_cls_accuracy": 0.6039289419087137, "iteration": 168259, "loss_box_reg": 0.21838808804750443, "loss_cls": 0.21506557893007994, "loss_mask": 0.24641209887340665, "loss_rpn_cls": 0.04622643912443891, "loss_rpn_loc": 0.07637263590004295, "loss_sem_seg": 0.2878544593695551, "lr": 0.02, "mask_rcnn/accuracy": 0.887441509282141, "mask_rcnn/false_negative": 0.103016547271623, "mask_rcnn/false_positive": 0.12135213145945108, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5797498114989139, "total_loss": 1.1321317003748845} {"data_time": 0.012104497000109404, "eta_seconds": 57423.128933278975, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3409231891990513, "fast_rcnn/fg_cls_accuracy": 0.6282372598162071, "iteration": 168279, "loss_box_reg": 0.2217024890705943, "loss_cls": 0.20405222626868635, "loss_mask": 0.24542266223579645, "loss_rpn_cls": 0.04347632950521074, "loss_rpn_loc": 0.0737707246444188, "loss_sem_seg": 0.29963967856019735, "lr": 0.02, "mask_rcnn/accuracy": 0.8898652395740905, "mask_rcnn/false_negative": 0.08882081428960706, "mask_rcnn/false_positive": 0.11477196720020663, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5699808019926422, "total_loss": 1.1304821016965434} {"data_time": 0.01294473149755504, "eta_seconds": 57418.64902170976, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.35335864485981305, "fast_rcnn/fg_cls_accuracy": 0.6138698630136986, "iteration": 168299, "loss_box_reg": 0.2414008155465126, "loss_cls": 0.22798231057822704, "loss_mask": 0.26744080148637295, "loss_rpn_cls": 0.04313294985331595, "loss_rpn_loc": 0.08531991031486541, "loss_sem_seg": 0.3559256908483803, "lr": 0.02, "mask_rcnn/accuracy": 0.8881152366457099, "mask_rcnn/false_negative": 0.09578610450965563, "mask_rcnn/false_positive": 0.13886696608728044, "roi_head/num_bg_samples": 430.0, "roi_head/num_fg_samples": 82.0, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.5762487805041019, "total_loss": 1.2047769705532119} {"data_time": 0.01273082949774107, "eta_seconds": 57407.357363019735, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.3204647676161919, "fast_rcnn/fg_cls_accuracy": 0.6311413454270598, "iteration": 168319, "loss_box_reg": 0.2075564234983176, "loss_cls": 0.18921441258862615, "loss_mask": 0.2587569337338209, "loss_rpn_cls": 0.04661486219265498, "loss_rpn_loc": 0.08468369150068611, "loss_sem_seg": 0.33524020947515965, "lr": 0.02, "mask_rcnn/accuracy": 0.8875100568516432, "mask_rcnn/false_negative": 0.09395761825190052, "mask_rcnn/false_positive": 0.12013241767823837, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5668996614986099, "total_loss": 1.1322342204221059} {"data_time": 0.012764836006681435, "eta_seconds": 57401.47605237463, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.26583041191936896, "fast_rcnn/fg_cls_accuracy": 0.659080459770115, "iteration": 168339, "loss_box_reg": 0.2352457232773304, "loss_cls": 0.20873266411945224, "loss_mask": 0.2494629928842187, "loss_rpn_cls": 0.04734280254342593, "loss_rpn_loc": 0.07304075290448964, "loss_sem_seg": 0.30180592578835785, "lr": 0.02, "mask_rcnn/accuracy": 0.891299508382033, "mask_rcnn/false_negative": 0.09239524908354614, "mask_rcnn/false_positive": 0.12663778934212205, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5598309534980217, "total_loss": 1.1131929939729162} {"data_time": 0.01224711949180346, "eta_seconds": 57390.183329294516, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.35212552453931767, "fast_rcnn/fg_cls_accuracy": 0.5853797829811536, "iteration": 168359, "loss_box_reg": 0.24520532274618745, "loss_cls": 0.23582578264176846, "loss_mask": 0.2618353385478258, "loss_rpn_cls": 0.03912061170558445, "loss_rpn_loc": 0.08315506696817465, "loss_sem_seg": 0.3799496069550514, "lr": 0.02, "mask_rcnn/accuracy": 0.8954002023833112, "mask_rcnn/false_negative": 0.0755028370384088, "mask_rcnn/false_positive": 0.11453300673917116, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5643652200014913, "total_loss": 1.2264241360826418} {"data_time": 0.01271827250457136, "eta_seconds": 57383.13003016007, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.3288458400354337, "fast_rcnn/fg_cls_accuracy": 0.5973777360398758, "iteration": 168379, "loss_box_reg": 0.24947109119966626, "loss_cls": 0.21681896084919572, "loss_mask": 0.261923193000257, "loss_rpn_cls": 0.040842777816578746, "loss_rpn_loc": 0.07772642036434263, "loss_sem_seg": 0.2882749978452921, "lr": 0.02, "mask_rcnn/accuracy": 0.888627784466475, "mask_rcnn/false_negative": 0.09587042969797291, "mask_rcnn/false_positive": 0.11716060346238433, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5697582715074532, "total_loss": 1.1566847417852841} {"data_time": 0.013781153502350207, "eta_seconds": 57367.59788313429, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.32905982905982906, "fast_rcnn/fg_cls_accuracy": 0.6280672732285635, "iteration": 168399, "loss_box_reg": 0.23168072756379843, "loss_cls": 0.20344545342959464, "loss_mask": 0.24167985934764147, "loss_rpn_cls": 0.03712805354734883, "loss_rpn_loc": 0.0790090449154377, "loss_sem_seg": 0.2940501656848937, "lr": 0.02, "mask_rcnn/accuracy": 0.9096163347944323, "mask_rcnn/false_negative": 0.07607865291212002, "mask_rcnn/false_positive": 0.0974150275867233, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.561450542001694, "total_loss": 1.0946736561018042} {"data_time": 0.01186721400154056, "eta_seconds": 57368.39619302373, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.25969662058371734, "fast_rcnn/fg_cls_accuracy": 0.7018229166666667, "iteration": 168419, "loss_box_reg": 0.22611420135945082, "loss_cls": 0.20909938984550536, "loss_mask": 0.23638473823666573, "loss_rpn_cls": 0.04296370971133001, "loss_rpn_loc": 0.07675735780503601, "loss_sem_seg": 0.30150482268072665, "lr": 0.02, "mask_rcnn/accuracy": 0.9011739900041649, "mask_rcnn/false_negative": 0.06787285488476191, "mask_rcnn/false_positive": 0.1300840035228177, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5665624094981467, "total_loss": 1.1144609558396041} {"data_time": 0.012592505998327397, "eta_seconds": 57352.36854941838, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.3310423259493671, "fast_rcnn/fg_cls_accuracy": 0.6442190669371197, "iteration": 168439, "loss_box_reg": 0.20649293391034007, "loss_cls": 0.18095820443704724, "loss_mask": 0.24466695496812463, "loss_rpn_cls": 0.039738949039019644, "loss_rpn_loc": 0.06755798804806545, "loss_sem_seg": 0.2875370681285858, "lr": 0.02, "mask_rcnn/accuracy": 0.8931414490301071, "mask_rcnn/false_negative": 0.10312066234661954, "mask_rcnn/false_positive": 0.12800074363001265, "roi_head/num_bg_samples": 462.0, "roi_head/num_fg_samples": 50.0, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5556473620017641, "total_loss": 1.0523381197126582} {"data_time": 0.012153218005551025, "eta_seconds": 57337.95580040035, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.2307017543859649, "fast_rcnn/fg_cls_accuracy": 0.6651756668835394, "iteration": 168459, "loss_box_reg": 0.22358798631466925, "loss_cls": 0.19792341149877757, "loss_mask": 0.2570736757479608, "loss_rpn_cls": 0.03419851501530502, "loss_rpn_loc": 0.06190527341095731, "loss_sem_seg": 0.31835570745170116, "lr": 0.02, "mask_rcnn/accuracy": 0.8869887803575867, "mask_rcnn/false_negative": 0.09241960036043587, "mask_rcnn/false_positive": 0.11682664066430978, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5596809890048462, "total_loss": 1.1210503964684904} {"data_time": 0.012030433492327575, "eta_seconds": 57334.51088207403, "fast_rcnn/cls_accuracy": 0.908203125, "fast_rcnn/false_negative": 0.3954326923076923, "fast_rcnn/fg_cls_accuracy": 0.5335981757936367, "iteration": 168479, "loss_box_reg": 0.23041911865584552, "loss_cls": 0.21950011514127254, "loss_mask": 0.26906310487538576, "loss_rpn_cls": 0.03949605626985431, "loss_rpn_loc": 0.07392396751674823, "loss_sem_seg": 0.3393443862441927, "lr": 0.02, "mask_rcnn/accuracy": 0.8582854195949285, "mask_rcnn/false_negative": 0.10835711288932204, "mask_rcnn/false_positive": 0.17809882304160735, "roi_head/num_bg_samples": 431.75, "roi_head/num_fg_samples": 80.25, "rpn/num_neg_anchors": 205.75, "rpn/num_pos_anchors": 50.25, "time": 0.5701893615041627, "total_loss": 1.1820905397762544} {"data_time": 0.012958192499354482, "eta_seconds": 57336.618224944934, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.4579936192839419, "fast_rcnn/fg_cls_accuracy": 0.48260481712756464, "iteration": 168499, "loss_box_reg": 0.2313712672330439, "loss_cls": 0.2295622006058693, "loss_mask": 0.259572871029377, "loss_rpn_cls": 0.040947357716504484, "loss_rpn_loc": 0.07168047415325418, "loss_sem_seg": 0.32858973927795887, "lr": 0.02, "mask_rcnn/accuracy": 0.8864294924698771, "mask_rcnn/false_negative": 0.10092030235857677, "mask_rcnn/false_positive": 0.12107513884884184, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5693866819929099, "total_loss": 1.1654711461706029} {"data_time": 0.011795806007285137, "eta_seconds": 57325.32048044489, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.39720893141945773, "fast_rcnn/fg_cls_accuracy": 0.5578756674294432, "iteration": 168519, "loss_box_reg": 0.2261534919962287, "loss_cls": 0.19708172837272286, "loss_mask": 0.2413194407708943, "loss_rpn_cls": 0.047333647846244276, "loss_rpn_loc": 0.07879693747963756, "loss_sem_seg": 0.32515831058844924, "lr": 0.02, "mask_rcnn/accuracy": 0.8842919577601365, "mask_rcnn/false_negative": 0.10417702649262434, "mask_rcnn/false_positive": 0.12823482059522145, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5751463370033889, "total_loss": 1.1049088842410129} {"data_time": 0.013219236498116516, "eta_seconds": 57288.54882157349, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.4019688644688645, "fast_rcnn/fg_cls_accuracy": 0.5216808116281338, "iteration": 168539, "loss_box_reg": 0.21693386533297598, "loss_cls": 0.20948558510281146, "loss_mask": 0.2639280306175351, "loss_rpn_cls": 0.040691697962756734, "loss_rpn_loc": 0.08394386456348002, "loss_sem_seg": 0.34156324598006904, "lr": 0.02, "mask_rcnn/accuracy": 0.8745199176849423, "mask_rcnn/false_negative": 0.10935811589835848, "mask_rcnn/false_positive": 0.12204195281115414, "roi_head/num_bg_samples": 463.25, "roi_head/num_fg_samples": 48.75, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5602157345056185, "total_loss": 1.1962834282021504} {"data_time": 0.012633418999030255, "eta_seconds": 57271.85745873944, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.2997495949329798, "fast_rcnn/fg_cls_accuracy": 0.6619718309859155, "iteration": 168559, "loss_box_reg": 0.231484470423311, "loss_cls": 0.20269338134676218, "loss_mask": 0.24858472123742104, "loss_rpn_cls": 0.040714157512411475, "loss_rpn_loc": 0.0637275429762667, "loss_sem_seg": 0.3469717875123024, "lr": 0.02, "mask_rcnn/accuracy": 0.8991390943006026, "mask_rcnn/false_negative": 0.0785322763195162, "mask_rcnn/false_positive": 0.11752270913659352, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5638972904998809, "total_loss": 1.1725928220621427} {"data_time": 0.0131760764925275, "eta_seconds": 57222.69742959371, "fast_rcnn/cls_accuracy": 0.96142578125, "fast_rcnn/false_negative": 0.3055741360089186, "fast_rcnn/fg_cls_accuracy": 0.6428571428571428, "iteration": 168579, "loss_box_reg": 0.20118116331286728, "loss_cls": 0.18267016508616507, "loss_mask": 0.2573581994511187, "loss_rpn_cls": 0.0455983654683223, "loss_rpn_loc": 0.07381149660795927, "loss_sem_seg": 0.3692576880566776, "lr": 0.02, "mask_rcnn/accuracy": 0.9069339904001894, "mask_rcnn/false_negative": 0.08093232575041975, "mask_rcnn/false_positive": 0.10573091366985224, "roi_head/num_bg_samples": 465.5, "roi_head/num_fg_samples": 46.5, "rpn/num_neg_anchors": 236.0, "rpn/num_pos_anchors": 20.0, "time": 0.5547339510012534, "total_loss": 1.1571687274772557} {"data_time": 0.01158485900668893, "eta_seconds": 57228.30557995527, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.3002634125362864, "fast_rcnn/fg_cls_accuracy": 0.6938296445338699, "iteration": 168599, "loss_box_reg": 0.21860933653078973, "loss_cls": 0.19831117754802108, "loss_mask": 0.24473761301487684, "loss_rpn_cls": 0.04045775133999996, "loss_rpn_loc": 0.07074099063174799, "loss_sem_seg": 0.3364620190113783, "lr": 0.02, "mask_rcnn/accuracy": 0.8948115864208952, "mask_rcnn/false_negative": 0.09019310567691458, "mask_rcnn/false_positive": 0.12598509054273002, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.5784790925026755, "total_loss": 1.1018350292288233} {"data_time": 0.012084549496648833, "eta_seconds": 57172.974096831116, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.324692851824274, "fast_rcnn/fg_cls_accuracy": 0.5929429429429429, "iteration": 168619, "loss_box_reg": 0.20869867107830942, "loss_cls": 0.19453491759486496, "loss_mask": 0.24848789162933826, "loss_rpn_cls": 0.0373844508867478, "loss_rpn_loc": 0.07384166913107038, "loss_sem_seg": 0.2976874769665301, "lr": 0.02, "mask_rcnn/accuracy": 0.8901680789503301, "mask_rcnn/false_negative": 0.07738262133963195, "mask_rcnn/false_positive": 0.11937647672338983, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.556473760996596, "total_loss": 1.1003355978173204} {"data_time": 0.01238385900069261, "eta_seconds": 57148.40962173231, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.3226699834162521, "fast_rcnn/fg_cls_accuracy": 0.6588952654232425, "iteration": 168639, "loss_box_reg": 0.22753606736660004, "loss_cls": 0.22121568955481052, "loss_mask": 0.2607118580490351, "loss_rpn_cls": 0.042601270135492086, "loss_rpn_loc": 0.08291195530910045, "loss_sem_seg": 0.344470436219126, "lr": 0.02, "mask_rcnn/accuracy": 0.8880620845899335, "mask_rcnn/false_negative": 0.10070530293799125, "mask_rcnn/false_positive": 0.11041386621519222, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 234.75, "rpn/num_pos_anchors": 21.25, "time": 0.5626050955106621, "total_loss": 1.197134804155212} {"data_time": 0.013148751000699122, "eta_seconds": 57073.21515839947, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.3830827067669173, "fast_rcnn/fg_cls_accuracy": 0.581318171269436, "iteration": 168659, "loss_box_reg": 0.2538569699972868, "loss_cls": 0.21671055490151048, "loss_mask": 0.2582753077149391, "loss_rpn_cls": 0.0476513059111312, "loss_rpn_loc": 0.07786953693721443, "loss_sem_seg": 0.3527836704743095, "lr": 0.02, "mask_rcnn/accuracy": 0.871106426547074, "mask_rcnn/false_negative": 0.1119238729660244, "mask_rcnn/false_positive": 0.12183330732613577, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.5533260210067965, "total_loss": 1.1931054170709103} {"data_time": 0.012254443994606845, "eta_seconds": 57088.10235779774, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.2884729649435532, "fast_rcnn/fg_cls_accuracy": 0.7039512774806893, "iteration": 168679, "loss_box_reg": 0.21590148378163576, "loss_cls": 0.20748169999569654, "loss_mask": 0.24660999048501253, "loss_rpn_cls": 0.04067262858734466, "loss_rpn_loc": 0.07511703242198564, "loss_sem_seg": 0.33725446835160255, "lr": 0.02, "mask_rcnn/accuracy": 0.8934078660199711, "mask_rcnn/false_negative": 0.10043622724051193, "mask_rcnn/false_positive": 0.11089951345244481, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5738145005016122, "total_loss": 1.1303256751562003} {"data_time": 0.011862745493999682, "eta_seconds": 57063.30606468672, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3651247401247401, "fast_rcnn/fg_cls_accuracy": 0.6266069546891464, "iteration": 168699, "loss_box_reg": 0.22486304817721248, "loss_cls": 0.2146185329183936, "loss_mask": 0.25103646144270897, "loss_rpn_cls": 0.047789788361114915, "loss_rpn_loc": 0.07880258990917355, "loss_sem_seg": 0.35284294467419386, "lr": 0.02, "mask_rcnn/accuracy": 0.8972360698098276, "mask_rcnn/false_negative": 0.09179726964350529, "mask_rcnn/false_positive": 0.101107692699146, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5677684289985336, "total_loss": 1.1862441854609642} {"data_time": 0.012976607999007683, "eta_seconds": 57052.03997529675, "fast_rcnn/cls_accuracy": 0.90576171875, "fast_rcnn/false_negative": 0.3741655748955019, "fast_rcnn/fg_cls_accuracy": 0.5113636363636364, "iteration": 168719, "loss_box_reg": 0.21073119062930346, "loss_cls": 0.2110100439749658, "loss_mask": 0.25154134863987565, "loss_rpn_cls": 0.04537635439191945, "loss_rpn_loc": 0.08066770283039659, "loss_sem_seg": 0.3145159622654319, "lr": 0.02, "mask_rcnn/accuracy": 0.8972466916454082, "mask_rcnn/false_negative": 0.09658169597774838, "mask_rcnn/false_positive": 0.11114238444637292, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 208.25, "rpn/num_pos_anchors": 47.75, "time": 0.5575240165053401, "total_loss": 1.0744474627717864} {"data_time": 0.014068049000343308, "eta_seconds": 57097.48804580454, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3300653594771242, "fast_rcnn/fg_cls_accuracy": 0.6184012066365008, "iteration": 168739, "loss_box_reg": 0.22251298232004046, "loss_cls": 0.21713240770623088, "loss_mask": 0.25711919367313385, "loss_rpn_cls": 0.04532499867491424, "loss_rpn_loc": 0.08446934839594178, "loss_sem_seg": 0.27399707678705454, "lr": 0.02, "mask_rcnn/accuracy": 0.8804283452162917, "mask_rcnn/false_negative": 0.08745366746794637, "mask_rcnn/false_positive": 0.13652791600309042, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5762482985082897, "total_loss": 1.119989513012115} {"data_time": 0.012301535498409066, "eta_seconds": 57094.02225798995, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.2777285280780115, "fast_rcnn/fg_cls_accuracy": 0.6495277711480105, "iteration": 168759, "loss_box_reg": 0.22141137951985002, "loss_cls": 0.1928152055479586, "loss_mask": 0.24785565957427025, "loss_rpn_cls": 0.04076549882302061, "loss_rpn_loc": 0.06606241021654569, "loss_sem_seg": 0.30050909938290715, "lr": 0.02, "mask_rcnn/accuracy": 0.9081778353606256, "mask_rcnn/false_negative": 0.07666553656847805, "mask_rcnn/false_positive": 0.11596218119910373, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5743188874985208, "total_loss": 1.0934405104926554} {"data_time": 0.012930404998769518, "eta_seconds": 57069.47613304295, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.3113808322824716, "fast_rcnn/fg_cls_accuracy": 0.6087243886318572, "iteration": 168779, "loss_box_reg": 0.2278218271676451, "loss_cls": 0.20686085522174835, "loss_mask": 0.24795111315324903, "loss_rpn_cls": 0.03901551586750429, "loss_rpn_loc": 0.07962458254769444, "loss_sem_seg": 0.33277636114507914, "lr": 0.02, "mask_rcnn/accuracy": 0.88609358216971, "mask_rcnn/false_negative": 0.09313816071532244, "mask_rcnn/false_positive": 0.14674002042359907, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5678684510057792, "total_loss": 1.1929424021509476} {"data_time": 0.012018241999612655, "eta_seconds": 57034.34684565483, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.31805098684210525, "fast_rcnn/fg_cls_accuracy": 0.6691542288557214, "iteration": 168799, "loss_box_reg": 0.2190328687429428, "loss_cls": 0.20326118549564853, "loss_mask": 0.23986168298870325, "loss_rpn_cls": 0.03978964456473477, "loss_rpn_loc": 0.07348192733479664, "loss_sem_seg": 0.3419244014658034, "lr": 0.02, "mask_rcnn/accuracy": 0.8731124287821499, "mask_rcnn/false_negative": 0.11054241451935817, "mask_rcnn/false_positive": 0.13230248592371402, "roi_head/num_bg_samples": 423.5, "roi_head/num_fg_samples": 88.5, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.5569338549976237, "total_loss": 1.1565722012310289} {"data_time": 0.012241789008839987, "eta_seconds": 57052.37888192442, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3565830721003135, "fast_rcnn/fg_cls_accuracy": 0.6434169278996865, "iteration": 168819, "loss_box_reg": 0.22648331196978688, "loss_cls": 0.20514976372942328, "loss_mask": 0.256957040168345, "loss_rpn_cls": 0.0432034581026528, "loss_rpn_loc": 0.08823632943676785, "loss_sem_seg": 0.3201152551919222, "lr": 0.02, "mask_rcnn/accuracy": 0.9025156552955786, "mask_rcnn/false_negative": 0.07249853980406798, "mask_rcnn/false_positive": 0.11297515672866987, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5677717525031767, "total_loss": 1.158499190612929} {"data_time": 0.011948642997595016, "eta_seconds": 57076.002944904205, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.35910328933584745, "fast_rcnn/fg_cls_accuracy": 0.6113910520690182, "iteration": 168839, "loss_box_reg": 0.21811885270290077, "loss_cls": 0.20913894940167665, "loss_mask": 0.2570158285088837, "loss_rpn_cls": 0.04088323850737652, "loss_rpn_loc": 0.07114981045015156, "loss_sem_seg": 0.30487669026479125, "lr": 0.02, "mask_rcnn/accuracy": 0.9031380081036906, "mask_rcnn/false_negative": 0.10001771206561191, "mask_rcnn/false_positive": 0.0897214964718484, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.5650715609954204, "total_loss": 1.170247773756273} {"data_time": 0.013117459493514616, "eta_seconds": 57071.14070131116, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.37328669331810393, "fast_rcnn/fg_cls_accuracy": 0.6073829083537821, "iteration": 168859, "loss_box_reg": 0.21471667243167758, "loss_cls": 0.198366389144212, "loss_mask": 0.25428295228630304, "loss_rpn_cls": 0.03733154160727281, "loss_rpn_loc": 0.07096844131592661, "loss_sem_seg": 0.29577027284540236, "lr": 0.02, "mask_rcnn/accuracy": 0.884575569358178, "mask_rcnn/false_negative": 0.09789372693564026, "mask_rcnn/false_positive": 0.12340496889601926, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5611181630083593, "total_loss": 1.0811143310274929} {"data_time": 0.011936523995245807, "eta_seconds": 57026.34925326895, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.36708074534161494, "fast_rcnn/fg_cls_accuracy": 0.5425553319919517, "iteration": 168879, "loss_box_reg": 0.23209246480837464, "loss_cls": 0.22377286269329488, "loss_mask": 0.26770044676959515, "loss_rpn_cls": 0.0487416222167667, "loss_rpn_loc": 0.07770774851087481, "loss_sem_seg": 0.31207751389592886, "lr": 0.02, "mask_rcnn/accuracy": 0.877446593955999, "mask_rcnn/false_negative": 0.08790820217485193, "mask_rcnn/false_positive": 0.1509170722437756, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5739850254976773, "total_loss": 1.1899882199941203} {"data_time": 0.012655927494051866, "eta_seconds": 57042.15037151432, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3278615586361933, "fast_rcnn/fg_cls_accuracy": 0.6551159936890083, "iteration": 168899, "loss_box_reg": 0.24136636406183243, "loss_cls": 0.22433344228193164, "loss_mask": 0.24542627995833755, "loss_rpn_cls": 0.045017681550234556, "loss_rpn_loc": 0.07548041030531749, "loss_sem_seg": 0.3673312673345208, "lr": 0.02, "mask_rcnn/accuracy": 0.887610516309528, "mask_rcnn/false_negative": 0.09145799375852798, "mask_rcnn/false_positive": 0.12893708818000538, "roi_head/num_bg_samples": 461.0, "roi_head/num_fg_samples": 51.0, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5634530699899187, "total_loss": 1.1289127002819441} {"data_time": 0.01329695999447722, "eta_seconds": 57058.25958634726, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.36404473780711405, "fast_rcnn/fg_cls_accuracy": 0.5351285460992907, "iteration": 168919, "loss_box_reg": 0.2504969285801053, "loss_cls": 0.21677918382920325, "loss_mask": 0.2440081019885838, "loss_rpn_cls": 0.03995701135136187, "loss_rpn_loc": 0.08974817697890103, "loss_sem_seg": 0.30685730604454875, "lr": 0.02, "mask_rcnn/accuracy": 0.8872321254841713, "mask_rcnn/false_negative": 0.09785359476943262, "mask_rcnn/false_positive": 0.1184289853129324, "roi_head/num_bg_samples": 455.5, "roi_head/num_fg_samples": 56.5, "rpn/num_neg_anchors": 208.25, "rpn/num_pos_anchors": 47.75, "time": 0.5681639725007699, "total_loss": 1.1811882701003924} {"data_time": 0.01199538999935612, "eta_seconds": 57057.257581633574, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.32597402597402597, "fast_rcnn/fg_cls_accuracy": 0.5830952380952381, "iteration": 168939, "loss_box_reg": 0.23352979007177055, "loss_cls": 0.2267450720537454, "loss_mask": 0.2473534345626831, "loss_rpn_cls": 0.047763201167981606, "loss_rpn_loc": 0.08193552127340809, "loss_sem_seg": 0.32523588137701154, "lr": 0.02, "mask_rcnn/accuracy": 0.891699330538368, "mask_rcnn/false_negative": 0.09100760506476188, "mask_rcnn/false_positive": 0.11493427408716153, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.5621517964973464, "total_loss": 1.1827685237512924} {"data_time": 0.013730560502153821, "eta_seconds": 57008.29779812443, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.37451995324762066, "fast_rcnn/fg_cls_accuracy": 0.5740310077519379, "iteration": 168959, "loss_box_reg": 0.23003272200003266, "loss_cls": 0.19906698865815997, "loss_mask": 0.24704428296536207, "loss_rpn_cls": 0.04865949583472684, "loss_rpn_loc": 0.07888541655847803, "loss_sem_seg": 0.33168010832741857, "lr": 0.02, "mask_rcnn/accuracy": 0.8886796605084231, "mask_rcnn/false_negative": 0.10678107343497463, "mask_rcnn/false_positive": 0.12539095295566843, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5591849795018788, "total_loss": 1.1607984153670259} {"data_time": 0.01184487000136869, "eta_seconds": 57047.030568363276, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.3414927956586826, "fast_rcnn/fg_cls_accuracy": 0.6261343012704175, "iteration": 168979, "loss_box_reg": 0.24909918499179184, "loss_cls": 0.22015271638520062, "loss_mask": 0.2560333479195833, "loss_rpn_cls": 0.046672770040459, "loss_rpn_loc": 0.0948479529179167, "loss_sem_seg": 0.32107645308133215, "lr": 0.02, "mask_rcnn/accuracy": 0.883338222650804, "mask_rcnn/false_negative": 0.10114954109207192, "mask_rcnn/false_positive": 0.15691921295728434, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5769745990037336, "total_loss": 1.1775428496766835} {"data_time": 0.013732422507018782, "eta_seconds": 57027.19022539195, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.2654494382022472, "fast_rcnn/fg_cls_accuracy": 0.7256219903691814, "iteration": 168999, "loss_box_reg": 0.2337350870948285, "loss_cls": 0.20994851319119334, "loss_mask": 0.25872353557497263, "loss_rpn_cls": 0.04002450895495713, "loss_rpn_loc": 0.06667279539396986, "loss_sem_seg": 0.32172063970938325, "lr": 0.02, "mask_rcnn/accuracy": 0.890698215731951, "mask_rcnn/false_negative": 0.10598095869827917, "mask_rcnn/false_positive": 0.11583720246414322, "roi_head/num_bg_samples": 457.75, "roi_head/num_fg_samples": 54.25, "rpn/num_neg_anchors": 239.75, "rpn/num_pos_anchors": 16.25, "time": 0.5614404884909163, "total_loss": 1.1314745261624921} {"data_time": 0.012466484498872887, "eta_seconds": 57048.60536810854, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.32926968429060477, "fast_rcnn/fg_cls_accuracy": 0.6357350542514715, "iteration": 169019, "loss_box_reg": 0.22068367153406143, "loss_cls": 0.21001162566244602, "loss_mask": 0.24831233266741037, "loss_rpn_cls": 0.04085480485809967, "loss_rpn_loc": 0.08075678531895392, "loss_sem_seg": 0.3060803464613855, "lr": 0.02, "mask_rcnn/accuracy": 0.8772513070462113, "mask_rcnn/false_negative": 0.109222448168836, "mask_rcnn/false_positive": 0.13176528571566154, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5747406424998189, "total_loss": 1.1069565826037433} {"data_time": 0.012433291994966567, "eta_seconds": 57085.06538345911, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.3466666666666667, "fast_rcnn/fg_cls_accuracy": 0.5862409479921, "iteration": 169039, "loss_box_reg": 0.22129300702363253, "loss_cls": 0.19735941314138472, "loss_mask": 0.25207744631916285, "loss_rpn_cls": 0.04117698182380991, "loss_rpn_loc": 0.0714148735278286, "loss_sem_seg": 0.28126222221180797, "lr": 0.02, "mask_rcnn/accuracy": 0.8843323134362981, "mask_rcnn/false_negative": 0.08671039485883875, "mask_rcnn/false_positive": 0.14716498614414694, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5706944015037152, "total_loss": 1.0323975157662062} {"data_time": 0.013155761000234634, "eta_seconds": 57036.97050958182, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.28486270701839567, "fast_rcnn/fg_cls_accuracy": 0.6872559229367352, "iteration": 169059, "loss_box_reg": 0.22652641229797155, "loss_cls": 0.22389868728350848, "loss_mask": 0.2626165058463812, "loss_rpn_cls": 0.03987381207116414, "loss_rpn_loc": 0.07048674159159418, "loss_sem_seg": 0.3071633307263255, "lr": 0.02, "mask_rcnn/accuracy": 0.8880294933263484, "mask_rcnn/false_negative": 0.08834182105771479, "mask_rcnn/false_positive": 0.14547251370967104, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5561370450013783, "total_loss": 1.1093733792222338} {"data_time": 0.012216557501233183, "eta_seconds": 57001.93536137642, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3423293404531679, "fast_rcnn/fg_cls_accuracy": 0.6114341416698019, "iteration": 169079, "loss_box_reg": 0.23971120663918555, "loss_cls": 0.2232679110020399, "loss_mask": 0.25883385818451643, "loss_rpn_cls": 0.03650416515665711, "loss_rpn_loc": 0.0680765391443856, "loss_sem_seg": 0.3131026537157595, "lr": 0.02, "mask_rcnn/accuracy": 0.8938954775085279, "mask_rcnn/false_negative": 0.09480498948717302, "mask_rcnn/false_positive": 0.13847493411528486, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5690030680052587, "total_loss": 1.2020120928937104} {"data_time": 0.013272342497657519, "eta_seconds": 56990.63901366655, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.42206477732793524, "fast_rcnn/fg_cls_accuracy": 0.5215201465201466, "iteration": 169099, "loss_box_reg": 0.2236196887679398, "loss_cls": 0.22024828987196088, "loss_mask": 0.2548376014456153, "loss_rpn_cls": 0.04416569246677682, "loss_rpn_loc": 0.07950171735137701, "loss_sem_seg": 0.32521459041163325, "lr": 0.02, "mask_rcnn/accuracy": 0.8965600033116695, "mask_rcnn/false_negative": 0.08908604960426622, "mask_rcnn/false_positive": 0.11962581243710482, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5516933249964495, "total_loss": 1.1646412602858618} {"data_time": 0.013010464506805874, "eta_seconds": 57043.064302308834, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.2996409831538249, "fast_rcnn/fg_cls_accuracy": 0.6513814616755793, "iteration": 169119, "loss_box_reg": 0.222484749276191, "loss_cls": 0.19875512411817908, "loss_mask": 0.2641645511612296, "loss_rpn_cls": 0.04795542062493041, "loss_rpn_loc": 0.08702017620089464, "loss_sem_seg": 0.32766683492809534, "lr": 0.02, "mask_rcnn/accuracy": 0.9013888888888889, "mask_rcnn/false_negative": 0.08359870312701018, "mask_rcnn/false_positive": 0.10801569333303901, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.5718910395007697, "total_loss": 1.1346005444065668} {"data_time": 0.01195504150382476, "eta_seconds": 56991.7663047417, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.2631440033783784, "fast_rcnn/fg_cls_accuracy": 0.706839532208589, "iteration": 169139, "loss_box_reg": 0.22512954287230968, "loss_cls": 0.1971097020432353, "loss_mask": 0.25402508582919836, "loss_rpn_cls": 0.046480358174449066, "loss_rpn_loc": 0.08233907725661993, "loss_sem_seg": 0.3195904395543039, "lr": 0.02, "mask_rcnn/accuracy": 0.8993350831614532, "mask_rcnn/false_negative": 0.08309339797441104, "mask_rcnn/false_positive": 0.09226108462584215, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5551599680038635, "total_loss": 1.12003929290222} {"data_time": 0.012496049494075123, "eta_seconds": 56980.46525353167, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.3544765094060869, "fast_rcnn/fg_cls_accuracy": 0.5845876616493534, "iteration": 169159, "loss_box_reg": 0.22707736119627953, "loss_cls": 0.20205008005723357, "loss_mask": 0.2591554340906441, "loss_rpn_cls": 0.046955241123214364, "loss_rpn_loc": 0.07097610537311994, "loss_sem_seg": 0.3383405371569097, "lr": 0.02, "mask_rcnn/accuracy": 0.8849504218792151, "mask_rcnn/false_negative": 0.09355308441201299, "mask_rcnn/false_positive": 0.1439399721234272, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 206.75, "rpn/num_pos_anchors": 49.25, "time": 0.563622347501223, "total_loss": 1.195722020958783} {"data_time": 0.012727376000839286, "eta_seconds": 56941.20200174704, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.3782833020637899, "fast_rcnn/fg_cls_accuracy": 0.5784542204060784, "iteration": 169179, "loss_box_reg": 0.215470259077847, "loss_cls": 0.1947333205025643, "loss_mask": 0.2537720249965787, "loss_rpn_cls": 0.041152017351123504, "loss_rpn_loc": 0.07918116421205923, "loss_sem_seg": 0.34961795434355736, "lr": 0.02, "mask_rcnn/accuracy": 0.8905121631572191, "mask_rcnn/false_negative": 0.08101627195384307, "mask_rcnn/false_positive": 0.1353538720623949, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.563394024502486, "total_loss": 1.1525619257590733} {"data_time": 0.012013706502330024, "eta_seconds": 56927.70550727135, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.26376227828422016, "fast_rcnn/fg_cls_accuracy": 0.6856923710105886, "iteration": 169199, "loss_box_reg": 0.23096729745157063, "loss_cls": 0.20732200564816594, "loss_mask": 0.24267758755013347, "loss_rpn_cls": 0.046235889894887805, "loss_rpn_loc": 0.07718271855264902, "loss_sem_seg": 0.3539875065907836, "lr": 0.02, "mask_rcnn/accuracy": 0.9030853075495933, "mask_rcnn/false_negative": 0.08678463332507712, "mask_rcnn/false_positive": 0.10915132058714974, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5564172390077147, "total_loss": 1.1483481984469108} {"data_time": 0.013465668496792205, "eta_seconds": 56911.501447325005, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.2884882108183079, "fast_rcnn/fg_cls_accuracy": 0.6462182900093956, "iteration": 169219, "loss_box_reg": 0.22793364990502596, "loss_cls": 0.21518611954525113, "loss_mask": 0.2471896051429212, "loss_rpn_cls": 0.0430131163157057, "loss_rpn_loc": 0.07320394593989477, "loss_sem_seg": 0.28491497365757823, "lr": 0.02, "mask_rcnn/accuracy": 0.8910104872446426, "mask_rcnn/false_negative": 0.0818955813472283, "mask_rcnn/false_positive": 0.10702103258636274, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5701187800004845, "total_loss": 1.1099770499859005} {"data_time": 0.012124318498536013, "eta_seconds": 56911.56457969748, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.294921875, "fast_rcnn/fg_cls_accuracy": 0.6898589691558441, "iteration": 169239, "loss_box_reg": 0.22358026122674346, "loss_cls": 0.20203684666194022, "loss_mask": 0.2481885300949216, "loss_rpn_cls": 0.04549693033914082, "loss_rpn_loc": 0.08296773365873378, "loss_sem_seg": 0.3684861031360924, "lr": 0.02, "mask_rcnn/accuracy": 0.8939156019550677, "mask_rcnn/false_negative": 0.08096920221215996, "mask_rcnn/false_positive": 0.1225168560454507, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5613282234917278, "total_loss": 1.1460939785465598} {"data_time": 0.012170196503575426, "eta_seconds": 56893.82030444165, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.37657106026426035, "fast_rcnn/fg_cls_accuracy": 0.5951291271657404, "iteration": 169259, "loss_box_reg": 0.2343550743535161, "loss_cls": 0.21641424973495305, "loss_mask": 0.25272646360099316, "loss_rpn_cls": 0.042074943048646674, "loss_rpn_loc": 0.07919540291186422, "loss_sem_seg": 0.3155000195838511, "lr": 0.02, "mask_rcnn/accuracy": 0.8862880561284481, "mask_rcnn/false_negative": 0.09113029167894811, "mask_rcnn/false_positive": 0.13979283655132968, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.5631272940081544, "total_loss": 1.190917726868065} {"data_time": 0.012469576999137644, "eta_seconds": 56877.61916706544, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.41719298245614034, "fast_rcnn/fg_cls_accuracy": 0.5623391812865497, "iteration": 169279, "loss_box_reg": 0.24121196381747723, "loss_cls": 0.22424399806186557, "loss_mask": 0.2671740259975195, "loss_rpn_cls": 0.047557314741425216, "loss_rpn_loc": 0.08829244057415053, "loss_sem_seg": 0.33902283990755677, "lr": 0.02, "mask_rcnn/accuracy": 0.8801753125864651, "mask_rcnn/false_negative": 0.11565272180617672, "mask_rcnn/false_positive": 0.09814593469922539, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5651468709984329, "total_loss": 1.1940631367760943} {"data_time": 0.012374375502986368, "eta_seconds": 56834.62112629679, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.27239674229203026, "fast_rcnn/fg_cls_accuracy": 0.6848958333333333, "iteration": 169299, "loss_box_reg": 0.2354849623516202, "loss_cls": 0.20162949315272272, "loss_mask": 0.2453755894675851, "loss_rpn_cls": 0.03819432933232747, "loss_rpn_loc": 0.07531164339161478, "loss_sem_seg": 0.3100195536389947, "lr": 0.02, "mask_rcnn/accuracy": 0.9060876689008701, "mask_rcnn/false_negative": 0.09016449488478553, "mask_rcnn/false_positive": 0.1134083645714146, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5489116679964354, "total_loss": 1.114003646391211} {"data_time": 0.013709058497624937, "eta_seconds": 56811.57509762321, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.3736276174306734, "fast_rcnn/fg_cls_accuracy": 0.5477272727272727, "iteration": 169319, "loss_box_reg": 0.22789916163310409, "loss_cls": 0.20972528588026762, "loss_mask": 0.26054538134485483, "loss_rpn_cls": 0.04611421062145382, "loss_rpn_loc": 0.07707460562232882, "loss_sem_seg": 0.3688432229682803, "lr": 0.02, "mask_rcnn/accuracy": 0.8716115162553633, "mask_rcnn/false_negative": 0.12756646079788841, "mask_rcnn/false_positive": 0.13177510562138628, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.5478092025005026, "total_loss": 1.237889937707223} {"data_time": 0.01259294449846493, "eta_seconds": 56792.289654027685, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3959036852150932, "fast_rcnn/fg_cls_accuracy": 0.5160541276323165, "iteration": 169339, "loss_box_reg": 0.21975069562904537, "loss_cls": 0.21158169815316796, "loss_mask": 0.25444008130580187, "loss_rpn_cls": 0.04003385984105989, "loss_rpn_loc": 0.07001502183265984, "loss_sem_seg": 0.32405473524704576, "lr": 0.02, "mask_rcnn/accuracy": 0.8788780090765588, "mask_rcnn/false_negative": 0.0994799982321993, "mask_rcnn/false_positive": 0.13377824128378912, "roi_head/num_bg_samples": 455.5, "roi_head/num_fg_samples": 56.5, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5603535624977667, "total_loss": 1.1144796636326646} {"data_time": 0.013173300001653843, "eta_seconds": 56750.16978308233, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.33974358974358976, "fast_rcnn/fg_cls_accuracy": 0.6074085884353742, "iteration": 169359, "loss_box_reg": 0.2313474848633632, "loss_cls": 0.21287873049732298, "loss_mask": 0.2574087488465011, "loss_rpn_cls": 0.03952203065273352, "loss_rpn_loc": 0.08089661433768924, "loss_sem_seg": 0.35634950641542673, "lr": 0.02, "mask_rcnn/accuracy": 0.8876623376623376, "mask_rcnn/false_negative": 0.11870975103960257, "mask_rcnn/false_positive": 0.1191801769142907, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5497268140024971, "total_loss": 1.2098482760775369} {"data_time": 0.011704293494403828, "eta_seconds": 56714.44772672948, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.42800250581707533, "fast_rcnn/fg_cls_accuracy": 0.5719974941829247, "iteration": 169379, "loss_box_reg": 0.2262096165213734, "loss_cls": 0.21632496442180127, "loss_mask": 0.25835258048027754, "loss_rpn_cls": 0.04316458696848713, "loss_rpn_loc": 0.07797789870528504, "loss_sem_seg": 0.3157018581405282, "lr": 0.02, "mask_rcnn/accuracy": 0.888454466181377, "mask_rcnn/false_negative": 0.10325025292596973, "mask_rcnn/false_positive": 0.1151568321155135, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5583031174901407, "total_loss": 1.1635833347099833} {"data_time": 0.013167898505344056, "eta_seconds": 56703.17484179955, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.2315257841573631, "fast_rcnn/fg_cls_accuracy": 0.6501675296984466, "iteration": 169399, "loss_box_reg": 0.20877083856612444, "loss_cls": 0.1885554394684732, "loss_mask": 0.24584079487249255, "loss_rpn_cls": 0.03758751347777434, "loss_rpn_loc": 0.06715842473204248, "loss_sem_seg": 0.3515003016218543, "lr": 0.02, "mask_rcnn/accuracy": 0.9132324144655489, "mask_rcnn/false_negative": 0.06634054450081892, "mask_rcnn/false_positive": 0.12495177945869146, "roi_head/num_bg_samples": 462.25, "roi_head/num_fg_samples": 49.75, "rpn/num_neg_anchors": 234.75, "rpn/num_pos_anchors": 21.25, "time": 0.5597532739993767, "total_loss": 1.08787557418691} {"data_time": 0.012025051000819076, "eta_seconds": 56643.833241581386, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.3771069831441348, "fast_rcnn/fg_cls_accuracy": 0.5515743564286221, "iteration": 169419, "loss_box_reg": 0.2107366775162518, "loss_cls": 0.19754790421575308, "loss_mask": 0.2634076355025172, "loss_rpn_cls": 0.0417366469046101, "loss_rpn_loc": 0.06693094118963927, "loss_sem_seg": 0.31234211870469153, "lr": 0.02, "mask_rcnn/accuracy": 0.8780792507681039, "mask_rcnn/false_negative": 0.09619596119460358, "mask_rcnn/false_positive": 0.12665740578113885, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5550609474958037, "total_loss": 1.0883412747643888} {"data_time": 0.013550707502872683, "eta_seconds": 56632.56991486131, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.3135551142005958, "fast_rcnn/fg_cls_accuracy": 0.5828849557522124, "iteration": 169439, "loss_box_reg": 0.22129484685137868, "loss_cls": 0.21754406671971083, "loss_mask": 0.25598215218633413, "loss_rpn_cls": 0.042998013232136145, "loss_rpn_loc": 0.08331232029013336, "loss_sem_seg": 0.3376791272312403, "lr": 0.02, "mask_rcnn/accuracy": 0.8933574954371992, "mask_rcnn/false_negative": 0.10151570534128126, "mask_rcnn/false_positive": 0.09889351814434588, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5602214089958579, "total_loss": 1.1515622320584953} {"data_time": 0.012858513997343834, "eta_seconds": 56667.80443780675, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.27601308834633775, "fast_rcnn/fg_cls_accuracy": 0.691191904047976, "iteration": 169459, "loss_box_reg": 0.1978564797900617, "loss_cls": 0.1885630238102749, "loss_mask": 0.2484428840689361, "loss_rpn_cls": 0.04090358875691891, "loss_rpn_loc": 0.07088074809871614, "loss_sem_seg": 0.3275475278496742, "lr": 0.02, "mask_rcnn/accuracy": 0.894663397453576, "mask_rcnn/false_negative": 0.07195236782699424, "mask_rcnn/false_positive": 0.14690963143675365, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5709718315047212, "total_loss": 1.1260562397583271} {"data_time": 0.012304637006309349, "eta_seconds": 56656.5318615567, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.24324133050247698, "fast_rcnn/fg_cls_accuracy": 0.6616195478079487, "iteration": 169479, "loss_box_reg": 0.23781627509742975, "loss_cls": 0.20600641169585288, "loss_mask": 0.25686868466436863, "loss_rpn_cls": 0.03874653633101843, "loss_rpn_loc": 0.06821133702760562, "loss_sem_seg": 0.3213874651119113, "lr": 0.02, "mask_rcnn/accuracy": 0.9012011520617018, "mask_rcnn/false_negative": 0.08080191765747627, "mask_rcnn/false_positive": 0.10719674936395908, "roi_head/num_bg_samples": 460.75, "roi_head/num_fg_samples": 51.25, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5688827035046415, "total_loss": 1.106318565303809} {"data_time": 0.01308458700805204, "eta_seconds": 56624.10925113114, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.35420970266040686, "fast_rcnn/fg_cls_accuracy": 0.6045425839047276, "iteration": 169499, "loss_box_reg": 0.24469994200626388, "loss_cls": 0.22653258685022593, "loss_mask": 0.2567929686047137, "loss_rpn_cls": 0.04989717867283616, "loss_rpn_loc": 0.08857841952703893, "loss_sem_seg": 0.30097784847021103, "lr": 0.02, "mask_rcnn/accuracy": 0.8902304581252791, "mask_rcnn/false_negative": 0.09107893081530109, "mask_rcnn/false_positive": 0.14120197598224676, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5576088404995971, "total_loss": 1.1757615322130732} {"data_time": 0.012399122497299686, "eta_seconds": 56594.06515536526, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.35315832649712875, "fast_rcnn/fg_cls_accuracy": 0.5538129664179104, "iteration": 169519, "loss_box_reg": 0.20685202907770872, "loss_cls": 0.2034112389665097, "loss_mask": 0.2632330013439059, "loss_rpn_cls": 0.046505165577400476, "loss_rpn_loc": 0.08998589729890227, "loss_sem_seg": 0.3210278609767556, "lr": 0.02, "mask_rcnn/accuracy": 0.8962900639401739, "mask_rcnn/false_negative": 0.09521493837012321, "mask_rcnn/false_positive": 0.11367265845300956, "roi_head/num_bg_samples": 458.75, "roi_head/num_fg_samples": 53.25, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5598796244958066, "total_loss": 1.1548074688762426} {"data_time": 0.01289014099893393, "eta_seconds": 56594.41662948515, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.3073647871116225, "fast_rcnn/fg_cls_accuracy": 0.6611742424242424, "iteration": 169539, "loss_box_reg": 0.23092426033690572, "loss_cls": 0.20773073565214872, "loss_mask": 0.2609549791086465, "loss_rpn_cls": 0.04022264381637797, "loss_rpn_loc": 0.08400299795903265, "loss_sem_seg": 0.34276781184598804, "lr": 0.02, "mask_rcnn/accuracy": 0.8869460228268566, "mask_rcnn/false_negative": 0.10080165555423495, "mask_rcnn/false_positive": 0.11428257915736821, "roi_head/num_bg_samples": 427.25, "roi_head/num_fg_samples": 84.75, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5616478719966835, "total_loss": 1.1906339852430392} {"data_time": 0.01242103849654086, "eta_seconds": 56509.63626702135, "fast_rcnn/cls_accuracy": 0.95556640625, "fast_rcnn/false_negative": 0.2953571428571429, "fast_rcnn/fg_cls_accuracy": 0.6388235294117648, "iteration": 169559, "loss_box_reg": 0.20592636335641146, "loss_cls": 0.18151033110916615, "loss_mask": 0.23835903871804476, "loss_rpn_cls": 0.03991898859385401, "loss_rpn_loc": 0.07534902126644738, "loss_sem_seg": 0.3039588858373463, "lr": 0.02, "mask_rcnn/accuracy": 0.9027423469387755, "mask_rcnn/false_negative": 0.09427601639941086, "mask_rcnn/false_positive": 0.10090588873384604, "roi_head/num_bg_samples": 458.5, "roi_head/num_fg_samples": 53.5, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5394470940009342, "total_loss": 1.092556277915719} {"data_time": 0.012899456996819936, "eta_seconds": 56551.313962045315, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.2776455026455027, "fast_rcnn/fg_cls_accuracy": 0.7223544973544973, "iteration": 169579, "loss_box_reg": 0.2340048155747354, "loss_cls": 0.21755241020582616, "loss_mask": 0.2577336775138974, "loss_rpn_cls": 0.037130198266822845, "loss_rpn_loc": 0.06385102070635185, "loss_sem_seg": 0.34189392207190394, "lr": 0.02, "mask_rcnn/accuracy": 0.8962350937398769, "mask_rcnn/false_negative": 0.06936451828260558, "mask_rcnn/false_positive": 0.11604137370478257, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5690842520052684, "total_loss": 1.2116623791953316} {"data_time": 0.01218259849702008, "eta_seconds": 56522.54946581231, "fast_rcnn/cls_accuracy": 0.9580078125, "fast_rcnn/false_negative": 0.33092705167173253, "fast_rcnn/fg_cls_accuracy": 0.6475155279503106, "iteration": 169599, "loss_box_reg": 0.215088332304731, "loss_cls": 0.19676895532757044, "loss_mask": 0.2576390691101551, "loss_rpn_cls": 0.04251695753191598, "loss_rpn_loc": 0.06585019588237628, "loss_sem_seg": 0.3511934569105506, "lr": 0.02, "mask_rcnn/accuracy": 0.9023863513659433, "mask_rcnn/false_negative": 0.08421667470986158, "mask_rcnn/false_positive": 0.11426070176889383, "roi_head/num_bg_samples": 459.5, "roi_head/num_fg_samples": 52.5, "rpn/num_neg_anchors": 237.5, "rpn/num_pos_anchors": 18.5, "time": 0.5639851505038678, "total_loss": 1.152338787978806} {"data_time": 0.012530628002423327, "eta_seconds": 56522.09677257148, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.2997853676745054, "fast_rcnn/fg_cls_accuracy": 0.6449492551486735, "iteration": 169619, "loss_box_reg": 0.22146018873900175, "loss_cls": 0.20933947572484612, "loss_mask": 0.2488547032698989, "loss_rpn_cls": 0.04381926654605195, "loss_rpn_loc": 0.06871834769845009, "loss_sem_seg": 0.3773120464757085, "lr": 0.02, "mask_rcnn/accuracy": 0.8906109941422944, "mask_rcnn/false_negative": 0.0863285582285157, "mask_rcnn/false_positive": 0.12069779579525586, "roi_head/num_bg_samples": 429.75, "roi_head/num_fg_samples": 82.25, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5596441560046514, "total_loss": 1.1779480636760127} {"data_time": 0.012721426995994989, "eta_seconds": 56538.08191588536, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.3599383073067284, "fast_rcnn/fg_cls_accuracy": 0.6023820430600092, "iteration": 169639, "loss_box_reg": 0.2273126954678446, "loss_cls": 0.21070286119356751, "loss_mask": 0.25341057032346725, "loss_rpn_cls": 0.05086189403664321, "loss_rpn_loc": 0.08615808441390982, "loss_sem_seg": 0.31782510643824935, "lr": 0.02, "mask_rcnn/accuracy": 0.8819849978143868, "mask_rcnn/false_negative": 0.0969984516612663, "mask_rcnn/false_positive": 0.14011465651509836, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5705708544992376, "total_loss": 1.1759400223963894} {"data_time": 0.012595774001965765, "eta_seconds": 56534.205639809574, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.28935064935064936, "fast_rcnn/fg_cls_accuracy": 0.689624932541824, "iteration": 169659, "loss_box_reg": 0.22397585026919842, "loss_cls": 0.200810426089447, "loss_mask": 0.2529146345332265, "loss_rpn_cls": 0.03701123810606077, "loss_rpn_loc": 0.071389977238141, "loss_sem_seg": 0.3320002923719585, "lr": 0.02, "mask_rcnn/accuracy": 0.8902929728592468, "mask_rcnn/false_negative": 0.0788652238236859, "mask_rcnn/false_positive": 0.12757439651069108, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5566977279959247, "total_loss": 1.1311463920865208} {"data_time": 0.01346406099764863, "eta_seconds": 56527.74666277139, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.32686793493245103, "fast_rcnn/fg_cls_accuracy": 0.6152344652344652, "iteration": 169679, "loss_box_reg": 0.2287247870117426, "loss_cls": 0.21068707504309714, "loss_mask": 0.23939018324017525, "loss_rpn_cls": 0.0371385149192065, "loss_rpn_loc": 0.06515221620793454, "loss_sem_seg": 0.3174029286019504, "lr": 0.02, "mask_rcnn/accuracy": 0.8899332283993151, "mask_rcnn/false_negative": 0.1026089260242932, "mask_rcnn/false_positive": 0.12753462918559333, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.5737031535027199, "total_loss": 1.105606124670885} {"data_time": 0.012595362997672055, "eta_seconds": 56504.28108772549, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.2293252724287207, "fast_rcnn/fg_cls_accuracy": 0.6743047830923248, "iteration": 169699, "loss_box_reg": 0.21317538688890636, "loss_cls": 0.19946804316714406, "loss_mask": 0.2372777760028839, "loss_rpn_cls": 0.0448111463629175, "loss_rpn_loc": 0.061212501546833664, "loss_sem_seg": 0.28688237676396966, "lr": 0.02, "mask_rcnn/accuracy": 0.8912517039466235, "mask_rcnn/false_negative": 0.07966374743966584, "mask_rcnn/false_positive": 0.11521258078518734, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5572151244996348, "total_loss": 1.1011291053437162} {"data_time": 0.012004311000055168, "eta_seconds": 56472.474038576256, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3170077972709552, "fast_rcnn/fg_cls_accuracy": 0.6602254428341385, "iteration": 169719, "loss_box_reg": 0.22457142313942313, "loss_cls": 0.21309367381036282, "loss_mask": 0.24124579969793558, "loss_rpn_cls": 0.04784868119168095, "loss_rpn_loc": 0.06474055384751409, "loss_sem_seg": 0.32410962996073067, "lr": 0.02, "mask_rcnn/accuracy": 0.8851751206881542, "mask_rcnn/false_negative": 0.08632640244872665, "mask_rcnn/false_positive": 0.14558098356926896, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.551004863504204, "total_loss": 1.1545550619775895} {"data_time": 0.01304334049928002, "eta_seconds": 56451.50046488773, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.342578125, "fast_rcnn/fg_cls_accuracy": 0.643796992481203, "iteration": 169739, "loss_box_reg": 0.2224009959027171, "loss_cls": 0.2258447278290987, "loss_mask": 0.25449231499806046, "loss_rpn_cls": 0.03959888924146071, "loss_rpn_loc": 0.0719180028536357, "loss_sem_seg": 0.3243192648515105, "lr": 0.02, "mask_rcnn/accuracy": 0.8981302975995891, "mask_rcnn/false_negative": 0.07917907029846089, "mask_rcnn/false_positive": 0.12609395304886883, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5699087824978051, "total_loss": 1.1297426944947802} {"data_time": 0.011463510505564045, "eta_seconds": 56421.66494812046, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.33295019157088124, "fast_rcnn/fg_cls_accuracy": 0.6251438434982739, "iteration": 169759, "loss_box_reg": 0.21195420320145786, "loss_cls": 0.20564725389704108, "loss_mask": 0.25507990550249815, "loss_rpn_cls": 0.041511560761136934, "loss_rpn_loc": 0.08040624446584843, "loss_sem_seg": 0.3168674143962562, "lr": 0.02, "mask_rcnn/accuracy": 0.8793796593566404, "mask_rcnn/false_negative": 0.09883249393272339, "mask_rcnn/false_positive": 0.13385888744989521, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5569024484939291, "total_loss": 1.097947307571303} {"data_time": 0.013353413007280324, "eta_seconds": 56428.515325169945, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.291005291005291, "fast_rcnn/fg_cls_accuracy": 0.6620245582509734, "iteration": 169779, "loss_box_reg": 0.2269426624989137, "loss_cls": 0.20179578679380938, "loss_mask": 0.24862362211570144, "loss_rpn_cls": 0.038942212995607406, "loss_rpn_loc": 0.07498131877218839, "loss_sem_seg": 0.3195484462194145, "lr": 0.02, "mask_rcnn/accuracy": 0.887472106588171, "mask_rcnn/false_negative": 0.08545892151301296, "mask_rcnn/false_positive": 0.11592815006512842, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5696277850001934, "total_loss": 1.1210109228341025} {"data_time": 0.013113618500938173, "eta_seconds": 56417.71773752721, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.42170205044456543, "fast_rcnn/fg_cls_accuracy": 0.5131277533039648, "iteration": 169799, "loss_box_reg": 0.24329986376687884, "loss_cls": 0.1995820621959865, "loss_mask": 0.25992243457585573, "loss_rpn_cls": 0.03898520427173935, "loss_rpn_loc": 0.07132407855533529, "loss_sem_seg": 0.330841442104429, "lr": 0.02, "mask_rcnn/accuracy": 0.8845336504058772, "mask_rcnn/false_negative": 0.08812122675443429, "mask_rcnn/false_positive": 0.12035525755667884, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 234.75, "rpn/num_pos_anchors": 21.25, "time": 0.5534995185007574, "total_loss": 1.1278263675048947} {"data_time": 0.01354417850234313, "eta_seconds": 56394.7585418583, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.34930313588850176, "fast_rcnn/fg_cls_accuracy": 0.5980769230769231, "iteration": 169819, "loss_box_reg": 0.24399665091186762, "loss_cls": 0.22857822757214308, "loss_mask": 0.2625348209403455, "loss_rpn_cls": 0.044316113635431975, "loss_rpn_loc": 0.0963409070391208, "loss_sem_seg": 0.3438652658369392, "lr": 0.02, "mask_rcnn/accuracy": 0.8891958146751765, "mask_rcnn/false_negative": 0.11264052757122656, "mask_rcnn/false_positive": 0.12075264413131524, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5622318265013746, "total_loss": 1.2719083807605784} {"data_time": 0.012762630001816433, "eta_seconds": 56376.636135600136, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.39729729729729735, "fast_rcnn/fg_cls_accuracy": 0.5860777516404605, "iteration": 169839, "loss_box_reg": 0.23719833930954337, "loss_cls": 0.2213175198994577, "loss_mask": 0.24772689025849104, "loss_rpn_cls": 0.040997216463438235, "loss_rpn_loc": 0.0673780245706439, "loss_sem_seg": 0.3418178849387914, "lr": 0.02, "mask_rcnn/accuracy": 0.8961463642900847, "mask_rcnn/false_negative": 0.08323434093326666, "mask_rcnn/false_positive": 0.11300342315180156, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5610258875021827, "total_loss": 1.160288010003569} {"data_time": 0.01170833799551474, "eta_seconds": 56371.634289414746, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.36497631163362, "fast_rcnn/fg_cls_accuracy": 0.6289261273907703, "iteration": 169859, "loss_box_reg": 0.21441652392968535, "loss_cls": 0.19678891613148153, "loss_mask": 0.24557340145111084, "loss_rpn_cls": 0.04370611094054766, "loss_rpn_loc": 0.07363812532275915, "loss_sem_seg": 0.30059493239969015, "lr": 0.02, "mask_rcnn/accuracy": 0.8856040343433291, "mask_rcnn/false_negative": 0.10831096376344651, "mask_rcnn/false_positive": 0.13017202442066855, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.569912425991788, "total_loss": 1.1535032771353144} {"data_time": 0.01265016750403447, "eta_seconds": 56339.252109086294, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.38366571699905033, "fast_rcnn/fg_cls_accuracy": 0.5655921721450357, "iteration": 169879, "loss_box_reg": 0.22751841321587563, "loss_cls": 0.18773418734781444, "loss_mask": 0.24221185920760036, "loss_rpn_cls": 0.040525046177208424, "loss_rpn_loc": 0.06976056395797059, "loss_sem_seg": 0.3446925384923816, "lr": 0.02, "mask_rcnn/accuracy": 0.8879804142051557, "mask_rcnn/false_negative": 0.09673757898612084, "mask_rcnn/false_positive": 0.11855309663581526, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5590397129926714, "total_loss": 1.1206203754991293} {"data_time": 0.011972937994869426, "eta_seconds": 56342.864526209894, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.40530492600271684, "fast_rcnn/fg_cls_accuracy": 0.5587737633124317, "iteration": 169899, "loss_box_reg": 0.24568528961390257, "loss_cls": 0.22581943520344794, "loss_mask": 0.2598607228137553, "loss_rpn_cls": 0.045434073254000396, "loss_rpn_loc": 0.07348390482366085, "loss_sem_seg": 0.3141572652384639, "lr": 0.02, "mask_rcnn/accuracy": 0.8725826068882967, "mask_rcnn/false_negative": 0.10134579687140857, "mask_rcnn/false_positive": 0.14193155793518647, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.5852528139948845, "total_loss": 1.1602517579958658} {"data_time": 0.01289419199747499, "eta_seconds": 56323.36925565753, "fast_rcnn/cls_accuracy": 0.95556640625, "fast_rcnn/false_negative": 0.2846393357550597, "fast_rcnn/fg_cls_accuracy": 0.6608672245876768, "iteration": 169919, "loss_box_reg": 0.22070167725905776, "loss_cls": 0.2078978051431477, "loss_mask": 0.250647752545774, "loss_rpn_cls": 0.042120806174352765, "loss_rpn_loc": 0.0729783457936719, "loss_sem_seg": 0.33070266153663397, "lr": 0.02, "mask_rcnn/accuracy": 0.9079841315831398, "mask_rcnn/false_negative": 0.09032244257208313, "mask_rcnn/false_positive": 0.0951749903053821, "roi_head/num_bg_samples": 462.25, "roi_head/num_fg_samples": 49.75, "rpn/num_neg_anchors": 242.0, "rpn/num_pos_anchors": 14.0, "time": 0.5665602010049042, "total_loss": 1.133902480287361} {"data_time": 0.013055559000349604, "eta_seconds": 56326.600479654975, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.36984517694063923, "fast_rcnn/fg_cls_accuracy": 0.5995380279680365, "iteration": 169939, "loss_box_reg": 0.23288673488423228, "loss_cls": 0.19432440516538918, "loss_mask": 0.254833510145545, "loss_rpn_cls": 0.04206392120977398, "loss_rpn_loc": 0.07859357842244208, "loss_sem_seg": 0.3113424885086715, "lr": 0.02, "mask_rcnn/accuracy": 0.900927533816477, "mask_rcnn/false_negative": 0.0838638596507093, "mask_rcnn/false_positive": 0.12920112847215987, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.5706956990034087, "total_loss": 1.13253697406617} {"data_time": 0.01245833899884019, "eta_seconds": 56309.09291681965, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.33831713158636234, "fast_rcnn/fg_cls_accuracy": 0.6438492063492063, "iteration": 169959, "loss_box_reg": 0.2215096813160926, "loss_cls": 0.21842217817902565, "loss_mask": 0.2517045522108674, "loss_rpn_cls": 0.039259580393263604, "loss_rpn_loc": 0.07200439780717716, "loss_sem_seg": 0.3265507807955146, "lr": 0.02, "mask_rcnn/accuracy": 0.8858155853140288, "mask_rcnn/false_negative": 0.08702939203491167, "mask_rcnn/false_positive": 0.12680228744314243, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5599884725015727, "total_loss": 1.1849571697748615} {"data_time": 0.012726447501336224, "eta_seconds": 56262.64912556257, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.325947248627661, "fast_rcnn/fg_cls_accuracy": 0.6351900972590627, "iteration": 169979, "loss_box_reg": 0.2288655200973153, "loss_cls": 0.2169711203314364, "loss_mask": 0.25899947341531515, "loss_rpn_cls": 0.0464188161859056, "loss_rpn_loc": 0.092412411730038, "loss_sem_seg": 0.31048704823479056, "lr": 0.02, "mask_rcnn/accuracy": 0.9017362291103996, "mask_rcnn/false_negative": 0.09632164748532543, "mask_rcnn/false_positive": 0.10471290633067906, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5566908269975102, "total_loss": 1.1367062869321671} {"data_time": 0.012735140502627473, "eta_seconds": 56271.72671228552, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.33793300342596116, "fast_rcnn/fg_cls_accuracy": 0.6453722334004024, "iteration": 169999, "loss_box_reg": 0.2297397711663507, "loss_cls": 0.19965290883556008, "loss_mask": 0.2488785106688738, "loss_rpn_cls": 0.04577696300111711, "loss_rpn_loc": 0.10022033702989575, "loss_sem_seg": 0.2878500809893012, "lr": 0.02, "mask_rcnn/accuracy": 0.8870475386100386, "mask_rcnn/false_negative": 0.10010735299476857, "mask_rcnn/false_positive": 0.130785545772299, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.5654366820017458, "total_loss": 1.0971488130671787} {"data_time": 0.012124651999329217, "eta_seconds": 56242.84312922471, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.37104430379746833, "fast_rcnn/fg_cls_accuracy": 0.5896464646464646, "iteration": 170019, "loss_box_reg": 0.23008073214441538, "loss_cls": 0.22494254354387522, "loss_mask": 0.24914179695770144, "loss_rpn_cls": 0.03822615949320607, "loss_rpn_loc": 0.0590082349954173, "loss_sem_seg": 0.31148133939132094, "lr": 0.02, "mask_rcnn/accuracy": 0.8883255177649942, "mask_rcnn/false_negative": 0.09239080168244729, "mask_rcnn/false_positive": 0.11879157330204068, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5566210510005476, "total_loss": 1.143199898477178} {"data_time": 0.012756030504533555, "eta_seconds": 56231.59242296468, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.34814814814814815, "fast_rcnn/fg_cls_accuracy": 0.6113960113960114, "iteration": 170039, "loss_box_reg": 0.20748366322368383, "loss_cls": 0.2056545396335423, "loss_mask": 0.24262135615572333, "loss_rpn_cls": 0.039797038451069966, "loss_rpn_loc": 0.07232579223637003, "loss_sem_seg": 0.3043050426058471, "lr": 0.02, "mask_rcnn/accuracy": 0.8897389256044967, "mask_rcnn/false_negative": 0.08697254938102589, "mask_rcnn/false_positive": 0.12216440233506609, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5694841700023971, "total_loss": 1.1047926371975336} {"data_time": 0.011602737504290417, "eta_seconds": 56228.32865226731, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.3544366899302094, "fast_rcnn/fg_cls_accuracy": 0.5635593220338984, "iteration": 170059, "loss_box_reg": 0.21822936227545142, "loss_cls": 0.19920087791979313, "loss_mask": 0.2392385145649314, "loss_rpn_cls": 0.03445398103212938, "loss_rpn_loc": 0.07230803271522745, "loss_sem_seg": 0.32167815743014216, "lr": 0.02, "mask_rcnn/accuracy": 0.8958555979955142, "mask_rcnn/false_negative": 0.09589614348015219, "mask_rcnn/false_positive": 0.12236651081125169, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.5673232835033559, "total_loss": 1.0769267650321126} {"data_time": 0.013700741998036392, "eta_seconds": 56230.72465619301, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.28944618599791017, "fast_rcnn/fg_cls_accuracy": 0.71055381400209, "iteration": 170079, "loss_box_reg": 0.21656369464471936, "loss_cls": 0.19424535520374775, "loss_mask": 0.23858749819919467, "loss_rpn_cls": 0.03655538163729943, "loss_rpn_loc": 0.06646247550088447, "loss_sem_seg": 0.31670046085491776, "lr": 0.02, "mask_rcnn/accuracy": 0.9004179539517903, "mask_rcnn/false_negative": 0.08496532242176158, "mask_rcnn/false_positive": 0.11511495554883523, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.566552264499478, "total_loss": 1.062694321910385} {"data_time": 0.012009289996058214, "eta_seconds": 56239.46830081324, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3069073783359498, "fast_rcnn/fg_cls_accuracy": 0.6930926216640503, "iteration": 170099, "loss_box_reg": 0.23543445556424558, "loss_cls": 0.21781848557293415, "loss_mask": 0.2549381353892386, "loss_rpn_cls": 0.04463042362476699, "loss_rpn_loc": 0.08854597323806956, "loss_sem_seg": 0.2846660050563514, "lr": 0.02, "mask_rcnn/accuracy": 0.8921580080669236, "mask_rcnn/false_negative": 0.08428529150813985, "mask_rcnn/false_positive": 0.11838793522538106, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5666239685015171, "total_loss": 1.1174151431478094} {"data_time": 0.01328725200437475, "eta_seconds": 56240.011550134506, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.3047500690417012, "fast_rcnn/fg_cls_accuracy": 0.6412080961416824, "iteration": 170119, "loss_box_reg": 0.238928186125122, "loss_cls": 0.21864194003865123, "loss_mask": 0.25073989760130644, "loss_rpn_cls": 0.04756037873448804, "loss_rpn_loc": 0.07270721148233861, "loss_sem_seg": 0.30915719037875533, "lr": 0.02, "mask_rcnn/accuracy": 0.8879073629251018, "mask_rcnn/false_negative": 0.09937504012530379, "mask_rcnn/false_positive": 0.09480720530068684, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5723505050045787, "total_loss": 1.1298754146555439} {"data_time": 0.012877524502982851, "eta_seconds": 56262.88413382931, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.27261117057507056, "fast_rcnn/fg_cls_accuracy": 0.6704251059821008, "iteration": 170139, "loss_box_reg": 0.21508442983031273, "loss_cls": 0.2094522318802774, "loss_mask": 0.24978920351713896, "loss_rpn_cls": 0.04118085572554264, "loss_rpn_loc": 0.07044683018466458, "loss_sem_seg": 0.29258994944393635, "lr": 0.02, "mask_rcnn/accuracy": 0.9108146248691203, "mask_rcnn/false_negative": 0.07132647328538784, "mask_rcnn/false_positive": 0.12000059847897963, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 235.25, "rpn/num_pos_anchors": 20.75, "time": 0.5702073665015632, "total_loss": 1.105699410487432} {"data_time": 0.011321559999487363, "eta_seconds": 56249.92408845276, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.33089731729879746, "fast_rcnn/fg_cls_accuracy": 0.660843530330643, "iteration": 170159, "loss_box_reg": 0.22913975804112852, "loss_cls": 0.20456883404403925, "loss_mask": 0.25607880204916, "loss_rpn_cls": 0.04008298018015921, "loss_rpn_loc": 0.07596572407055646, "loss_sem_seg": 0.29574832040816545, "lr": 0.02, "mask_rcnn/accuracy": 0.8855955377745812, "mask_rcnn/false_negative": 0.1067100343878968, "mask_rcnn/false_positive": 0.13983000107521387, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5569122619999689, "total_loss": 1.1137176439224277} {"data_time": 0.012418209502357058, "eta_seconds": 56238.65618767283, "fast_rcnn/cls_accuracy": 0.91357421875, "fast_rcnn/false_negative": 0.3635800344234079, "fast_rcnn/fg_cls_accuracy": 0.6052383199622464, "iteration": 170179, "loss_box_reg": 0.22621816280297935, "loss_cls": 0.21806559339165688, "loss_mask": 0.2504128571599722, "loss_rpn_cls": 0.03563207734259777, "loss_rpn_loc": 0.06978589243954048, "loss_sem_seg": 0.311016449239105, "lr": 0.02, "mask_rcnn/accuracy": 0.8844174429353623, "mask_rcnn/false_negative": 0.10747863293861207, "mask_rcnn/false_positive": 0.13127115133464434, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.56298789500579, "total_loss": 1.1443221544104745} {"data_time": 0.012753654998959973, "eta_seconds": 56229.07941478955, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.2957836209892274, "fast_rcnn/fg_cls_accuracy": 0.6591561106942667, "iteration": 170199, "loss_box_reg": 0.21463976945960894, "loss_cls": 0.21457458706572652, "loss_mask": 0.24626241903752089, "loss_rpn_cls": 0.03885155178431887, "loss_rpn_loc": 0.0764707752969116, "loss_sem_seg": 0.28032591845840216, "lr": 0.02, "mask_rcnn/accuracy": 0.9034845040032553, "mask_rcnn/false_negative": 0.07354754163847246, "mask_rcnn/false_positive": 0.14042637947524822, "roi_head/num_bg_samples": 431.5, "roi_head/num_fg_samples": 80.5, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5554694524907973, "total_loss": 1.0670210957759991} {"data_time": 0.01196858750336105, "eta_seconds": 56217.81117510963, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3373532120653926, "fast_rcnn/fg_cls_accuracy": 0.6334769727982763, "iteration": 170219, "loss_box_reg": 0.2307404661551118, "loss_cls": 0.21594736352562904, "loss_mask": 0.23570389207452536, "loss_rpn_cls": 0.04706877807620913, "loss_rpn_loc": 0.0877120811783243, "loss_sem_seg": 0.2973165276926011, "lr": 0.02, "mask_rcnn/accuracy": 0.8983014005514476, "mask_rcnn/false_negative": 0.08507950438341605, "mask_rcnn/false_positive": 0.10703234548257098, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5672986694917199, "total_loss": 1.12846573558636} {"data_time": 0.01284896649303846, "eta_seconds": 56204.85248533304, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.32125307125307123, "fast_rcnn/fg_cls_accuracy": 0.6281786151960784, "iteration": 170239, "loss_box_reg": 0.21121516171842813, "loss_cls": 0.19263031147420406, "loss_mask": 0.2534667234867811, "loss_rpn_cls": 0.03411025145032909, "loss_rpn_loc": 0.0702443650807254, "loss_sem_seg": 0.32096650544553995, "lr": 0.02, "mask_rcnn/accuracy": 0.8948105185470414, "mask_rcnn/false_negative": 0.08726023519438174, "mask_rcnn/false_positive": 0.12865747023362023, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.543061279997346, "total_loss": 1.0892673590569757} {"data_time": 0.012224894497194327, "eta_seconds": 56209.74990800456, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.2994284349040653, "fast_rcnn/fg_cls_accuracy": 0.6594525932317131, "iteration": 170259, "loss_box_reg": 0.23923362605273724, "loss_cls": 0.19847713061608374, "loss_mask": 0.2430774476379156, "loss_rpn_cls": 0.03340451998519711, "loss_rpn_loc": 0.07122711808187887, "loss_sem_seg": 0.2948532705195248, "lr": 0.02, "mask_rcnn/accuracy": 0.8868500177848917, "mask_rcnn/false_negative": 0.09522550715354175, "mask_rcnn/false_positive": 0.12728399460847806, "roi_head/num_bg_samples": 429.0, "roi_head/num_fg_samples": 83.0, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5682904999994207, "total_loss": 1.0506881343899295} {"data_time": 0.013264611501654144, "eta_seconds": 56184.00645606987, "fast_rcnn/cls_accuracy": 0.9013671875, "fast_rcnn/false_negative": 0.35941935085770704, "fast_rcnn/fg_cls_accuracy": 0.5949551062592856, "iteration": 170279, "loss_box_reg": 0.2548926800955087, "loss_cls": 0.21460342971840873, "loss_mask": 0.25556317484006286, "loss_rpn_cls": 0.047408288111910224, "loss_rpn_loc": 0.07897204713663086, "loss_sem_seg": 0.3204400590620935, "lr": 0.02, "mask_rcnn/accuracy": 0.8562270663046176, "mask_rcnn/false_negative": 0.1156249470076327, "mask_rcnn/false_positive": 0.15483190481433734, "roi_head/num_bg_samples": 411.0, "roi_head/num_fg_samples": 101.0, "rpn/num_neg_anchors": 200.5, "rpn/num_pos_anchors": 55.5, "time": 0.5612804775009863, "total_loss": 1.1622576237423345} {"data_time": 0.01319384149974212, "eta_seconds": 56162.257099424576, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.30630539547737, "fast_rcnn/fg_cls_accuracy": 0.6747487062101911, "iteration": 170299, "loss_box_reg": 0.22908958327025175, "loss_cls": 0.1999342564959079, "loss_mask": 0.2577382968738675, "loss_rpn_cls": 0.044561465678270906, "loss_rpn_loc": 0.07376344734802842, "loss_sem_seg": 0.31810603849589825, "lr": 0.02, "mask_rcnn/accuracy": 0.8850761877331578, "mask_rcnn/false_negative": 0.08732331060660115, "mask_rcnn/false_positive": 0.14618816777292012, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5525094164986513, "total_loss": 1.118344283560873} {"data_time": 0.012995882498216815, "eta_seconds": 56159.780882213316, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.33109841417910446, "fast_rcnn/fg_cls_accuracy": 0.5554265202702703, "iteration": 170319, "loss_box_reg": 0.22445856896229088, "loss_cls": 0.20399852842092514, "loss_mask": 0.2524629323743284, "loss_rpn_cls": 0.03575601783813909, "loss_rpn_loc": 0.07101046908064745, "loss_sem_seg": 0.32637251634150743, "lr": 0.02, "mask_rcnn/accuracy": 0.8867516460170437, "mask_rcnn/false_negative": 0.07846738193355896, "mask_rcnn/false_positive": 0.11174853427100964, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5604634500050452, "total_loss": 1.1297784084454179} {"data_time": 0.012601358997926582, "eta_seconds": 56150.201737030104, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.35661057692307696, "fast_rcnn/fg_cls_accuracy": 0.5968520220588236, "iteration": 170339, "loss_box_reg": 0.22470894490834326, "loss_cls": 0.1991607123054564, "loss_mask": 0.24699926795437932, "loss_rpn_cls": 0.04304078337736428, "loss_rpn_loc": 0.0876076394924894, "loss_sem_seg": 0.323217679746449, "lr": 0.02, "mask_rcnn/accuracy": 0.8849443385577587, "mask_rcnn/false_negative": 0.07817714319008245, "mask_rcnn/false_positive": 0.1472732794094923, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5624766655018902, "total_loss": 1.1534597715362906} {"data_time": 0.011989958999038208, "eta_seconds": 56138.93349735018, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.28645690834473325, "fast_rcnn/fg_cls_accuracy": 0.6206509539842873, "iteration": 170359, "loss_box_reg": 0.21638888493180275, "loss_cls": 0.18793354742228985, "loss_mask": 0.24026517337188125, "loss_rpn_cls": 0.033800778357544914, "loss_rpn_loc": 0.059068195972940885, "loss_sem_seg": 0.25776712177321315, "lr": 0.02, "mask_rcnn/accuracy": 0.8902569361077765, "mask_rcnn/false_negative": 0.09935134688047471, "mask_rcnn/false_positive": 0.10699871478574496, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.5585868670023046, "total_loss": 1.015760876427521} {"data_time": 0.012280929498956539, "eta_seconds": 56142.123054564545, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.26922268907563024, "fast_rcnn/fg_cls_accuracy": 0.6801541425818882, "iteration": 170379, "loss_box_reg": 0.23712429427541792, "loss_cls": 0.20736549142748117, "loss_mask": 0.2497374126687646, "loss_rpn_cls": 0.041544504289049655, "loss_rpn_loc": 0.0854310350259766, "loss_sem_seg": 0.30800871876999736, "lr": 0.02, "mask_rcnn/accuracy": 0.9048298178331735, "mask_rcnn/false_negative": 0.08945431637113663, "mask_rcnn/false_positive": 0.10174283734912803, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 238.5, "rpn/num_pos_anchors": 17.5, "time": 0.5689151645055972, "total_loss": 1.117358300180058} {"data_time": 0.012749015499139205, "eta_seconds": 56151.364041506065, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.27931873479318736, "fast_rcnn/fg_cls_accuracy": 0.6735583684950773, "iteration": 170399, "loss_box_reg": 0.2262263000011444, "loss_cls": 0.21063399373088032, "loss_mask": 0.25797206396237016, "loss_rpn_cls": 0.039363358257105574, "loss_rpn_loc": 0.07679885282414034, "loss_sem_seg": 0.322174524422735, "lr": 0.02, "mask_rcnn/accuracy": 0.8949635138059093, "mask_rcnn/false_negative": 0.10647660058927527, "mask_rcnn/false_positive": 0.12400272681605021, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5698767760040937, "total_loss": 1.1208579248632304} {"data_time": 0.012025578005705029, "eta_seconds": 56171.87130060298, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.24619726065111158, "fast_rcnn/fg_cls_accuracy": 0.7224432655467138, "iteration": 170419, "loss_box_reg": 0.2299099937081337, "loss_cls": 0.21484322240576148, "loss_mask": 0.23846395313739777, "loss_rpn_cls": 0.03802798135438934, "loss_rpn_loc": 0.06783404806628823, "loss_sem_seg": 0.28394019417464733, "lr": 0.02, "mask_rcnn/accuracy": 0.8905488393232193, "mask_rcnn/false_negative": 0.09793236180170703, "mask_rcnn/false_positive": 0.12330899491743441, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.563594749008189, "total_loss": 1.1189162944065174} {"data_time": 0.012822035001590848, "eta_seconds": 56166.33870668826, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.2879945054945055, "fast_rcnn/fg_cls_accuracy": 0.6814888010540184, "iteration": 170439, "loss_box_reg": 0.2422235901467502, "loss_cls": 0.20283796731382608, "loss_mask": 0.25059356074780226, "loss_rpn_cls": 0.0372769940586295, "loss_rpn_loc": 0.0853444033418782, "loss_sem_seg": 0.2990799261024222, "lr": 0.02, "mask_rcnn/accuracy": 0.8906978862973761, "mask_rcnn/false_negative": 0.08916975671295599, "mask_rcnn/false_positive": 0.11987735129434623, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5592150005031726, "total_loss": 1.1348657426424325} {"data_time": 0.012982245003513526, "eta_seconds": 56138.748155218964, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.2704878634943523, "fast_rcnn/fg_cls_accuracy": 0.6596638655462186, "iteration": 170459, "loss_box_reg": 0.22219031560234725, "loss_cls": 0.19782955572009087, "loss_mask": 0.25015260418877006, "loss_rpn_cls": 0.041845207699225284, "loss_rpn_loc": 0.07343781337840483, "loss_sem_seg": 0.28513080906122923, "lr": 0.02, "mask_rcnn/accuracy": 0.8932089771504652, "mask_rcnn/false_negative": 0.08466665078582539, "mask_rcnn/false_positive": 0.1259603875951518, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5628353935026098, "total_loss": 1.0734930877370061} {"data_time": 0.01223756200488424, "eta_seconds": 56127.468632579, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.28150905432595574, "fast_rcnn/fg_cls_accuracy": 0.6824583866837388, "iteration": 170479, "loss_box_reg": 0.23838918539695442, "loss_cls": 0.21421687677502632, "loss_mask": 0.23979975935071707, "loss_rpn_cls": 0.04012324346695095, "loss_rpn_loc": 0.06955845397897065, "loss_sem_seg": 0.29524229001253843, "lr": 0.02, "mask_rcnn/accuracy": 0.8946089669355085, "mask_rcnn/false_negative": 0.09670504075758157, "mask_rcnn/false_positive": 0.0969433979744642, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5775094904965954, "total_loss": 1.113759160216432} {"data_time": 0.012615655999979936, "eta_seconds": 56153.84058661713, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.3375817916490138, "fast_rcnn/fg_cls_accuracy": 0.6624182083509862, "iteration": 170499, "loss_box_reg": 0.2519817284774035, "loss_cls": 0.21983017213642597, "loss_mask": 0.24852501787245274, "loss_rpn_cls": 0.045429397374391556, "loss_rpn_loc": 0.09000372956506908, "loss_sem_seg": 0.33271300280466676, "lr": 0.02, "mask_rcnn/accuracy": 0.8760426365759468, "mask_rcnn/false_negative": 0.11312088496165898, "mask_rcnn/false_positive": 0.12955356362195505, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5711974139994709, "total_loss": 1.1601562526047928} {"data_time": 0.012721267994493246, "eta_seconds": 56151.89048496225, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.3970401691331924, "fast_rcnn/fg_cls_accuracy": 0.5770592960420622, "iteration": 170519, "loss_box_reg": 0.2231489447876811, "loss_cls": 0.2179241869598627, "loss_mask": 0.2516489727422595, "loss_rpn_cls": 0.04031527662300505, "loss_rpn_loc": 0.06954649285762571, "loss_sem_seg": 0.28862155321985483, "lr": 0.02, "mask_rcnn/accuracy": 0.8910803743081084, "mask_rcnn/false_negative": 0.09463165472463046, "mask_rcnn/false_positive": 0.11982281322874756, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5722607419957058, "total_loss": 1.1555074766802136} {"data_time": 0.012927244490128942, "eta_seconds": 56152.16395726865, "fast_rcnn/cls_accuracy": 0.90283203125, "fast_rcnn/false_negative": 0.41292194092827006, "fast_rcnn/fg_cls_accuracy": 0.5347222222222222, "iteration": 170539, "loss_box_reg": 0.2421737890690565, "loss_cls": 0.2146633299998939, "loss_mask": 0.2487321775406599, "loss_rpn_cls": 0.04938048936310224, "loss_rpn_loc": 0.07766947080381215, "loss_sem_seg": 0.2837722208350897, "lr": 0.02, "mask_rcnn/accuracy": 0.8755679124525917, "mask_rcnn/false_negative": 0.09632241604332652, "mask_rcnn/false_positive": 0.1404652048465115, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.5679532575013582, "total_loss": 1.1566568997805007} {"data_time": 0.012041194509947672, "eta_seconds": 56237.21657427114, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.34734734734734735, "fast_rcnn/fg_cls_accuracy": 0.6257534949339489, "iteration": 170559, "loss_box_reg": 0.24249809188768268, "loss_cls": 0.2080214647576213, "loss_mask": 0.243507269769907, "loss_rpn_cls": 0.037662779388483614, "loss_rpn_loc": 0.07451058377046138, "loss_sem_seg": 0.32341568591073155, "lr": 0.02, "mask_rcnn/accuracy": 0.8861866110080396, "mask_rcnn/false_negative": 0.10571056803310991, "mask_rcnn/false_positive": 0.12686831786691746, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5700852049994865, "total_loss": 1.1303016359743197} {"data_time": 0.012833075496018864, "eta_seconds": 56198.91235690761, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3093859436219271, "fast_rcnn/fg_cls_accuracy": 0.6649196267985611, "iteration": 170579, "loss_box_reg": 0.23751764046028256, "loss_cls": 0.21588033065199852, "loss_mask": 0.2541846977546811, "loss_rpn_cls": 0.047904347942676395, "loss_rpn_loc": 0.06547375646186993, "loss_sem_seg": 0.3048461554571986, "lr": 0.02, "mask_rcnn/accuracy": 0.8949556007685215, "mask_rcnn/false_negative": 0.09682200070246, "mask_rcnn/false_positive": 0.1123673114826962, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5597657780017471, "total_loss": 1.121044096275} {"data_time": 0.012991571005841251, "eta_seconds": 56155.378779191225, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.37408689373991333, "fast_rcnn/fg_cls_accuracy": 0.6238639259322178, "iteration": 170599, "loss_box_reg": 0.20570114254951477, "loss_cls": 0.17324536782689393, "loss_mask": 0.24506288580596447, "loss_rpn_cls": 0.041808801564911846, "loss_rpn_loc": 0.07179975445615128, "loss_sem_seg": 0.29418973717838526, "lr": 0.02, "mask_rcnn/accuracy": 0.8951185777448345, "mask_rcnn/false_negative": 0.09071629285038921, "mask_rcnn/false_positive": 0.11607586554462695, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5624634499981767, "total_loss": 1.030087721941527} {"data_time": 0.012143777996243443, "eta_seconds": 56206.514397006795, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.3055555555555556, "fast_rcnn/fg_cls_accuracy": 0.6505374069058903, "iteration": 170619, "loss_box_reg": 0.22972922213375568, "loss_cls": 0.2119121386203915, "loss_mask": 0.2515625115483999, "loss_rpn_cls": 0.041354450935614295, "loss_rpn_loc": 0.07045875217590947, "loss_sem_seg": 0.301997066475451, "lr": 0.02, "mask_rcnn/accuracy": 0.8904236823716354, "mask_rcnn/false_negative": 0.08672248060240509, "mask_rcnn/false_positive": 0.13750577604553632, "roi_head/num_bg_samples": 459.25, "roi_head/num_fg_samples": 52.75, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5797414144981303, "total_loss": 1.0846381554292748} {"data_time": 0.012400824998621829, "eta_seconds": 56216.41739622823, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.36646414290907203, "fast_rcnn/fg_cls_accuracy": 0.6092943565445469, "iteration": 170639, "loss_box_reg": 0.2583533558063209, "loss_cls": 0.2201688513159752, "loss_mask": 0.25676045566797256, "loss_rpn_cls": 0.048660105909220874, "loss_rpn_loc": 0.08609471937234048, "loss_sem_seg": 0.2836856781505048, "lr": 0.02, "mask_rcnn/accuracy": 0.8862600814942723, "mask_rcnn/false_negative": 0.0956131610339167, "mask_rcnn/false_positive": 0.12145308163576113, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5731820034998236, "total_loss": 1.1061783725745045} {"data_time": 0.012087460003385786, "eta_seconds": 56210.84634872282, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3245899686271395, "fast_rcnn/fg_cls_accuracy": 0.5987068965517242, "iteration": 170659, "loss_box_reg": 0.25311480881646276, "loss_cls": 0.2295779651030898, "loss_mask": 0.26295039895921946, "loss_rpn_cls": 0.04367537412326783, "loss_rpn_loc": 0.08206667331978679, "loss_sem_seg": 0.3038848047144711, "lr": 0.02, "mask_rcnn/accuracy": 0.8830471376383819, "mask_rcnn/false_negative": 0.10645279971850988, "mask_rcnn/false_positive": 0.1279503398706027, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5750508514902322, "total_loss": 1.211371975223301} {"data_time": 0.011644052501651458, "eta_seconds": 56193.78621602826, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.2974200342240358, "fast_rcnn/fg_cls_accuracy": 0.6705566097406706, "iteration": 170679, "loss_box_reg": 0.24006787850521505, "loss_cls": 0.21541804703883827, "loss_mask": 0.2552379611879587, "loss_rpn_cls": 0.04042357500293292, "loss_rpn_loc": 0.07973655022215098, "loss_sem_seg": 0.31440006056800485, "lr": 0.02, "mask_rcnn/accuracy": 0.8890919885526022, "mask_rcnn/false_negative": 0.1070079333307748, "mask_rcnn/false_positive": 0.10720004558392492, "roi_head/num_bg_samples": 430.0, "roi_head/num_fg_samples": 82.0, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5651728434895631, "total_loss": 1.1646261402929667} {"data_time": 0.012832364991481882, "eta_seconds": 56190.106674483424, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.31920326864147086, "fast_rcnn/fg_cls_accuracy": 0.661025851831552, "iteration": 170699, "loss_box_reg": 0.23280945094302297, "loss_cls": 0.2020563306286931, "loss_mask": 0.2569192461669445, "loss_rpn_cls": 0.040193826709582936, "loss_rpn_loc": 0.07852045836625621, "loss_sem_seg": 0.3024417976848781, "lr": 0.02, "mask_rcnn/accuracy": 0.8926661681220952, "mask_rcnn/false_negative": 0.07808348086273101, "mask_rcnn/false_positive": 0.13314136752977396, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5673417080033687, "total_loss": 1.1070166943172808} {"data_time": 0.012831383006414399, "eta_seconds": 56186.99765259602, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.2967693960175163, "fast_rcnn/fg_cls_accuracy": 0.6412671232876712, "iteration": 170719, "loss_box_reg": 0.23839575052261353, "loss_cls": 0.2245669651310891, "loss_mask": 0.25295066088438034, "loss_rpn_cls": 0.040344494220335037, "loss_rpn_loc": 0.09100860293256119, "loss_sem_seg": 0.31498125568032265, "lr": 0.02, "mask_rcnn/accuracy": 0.8812775822354258, "mask_rcnn/false_negative": 0.09137085163128789, "mask_rcnn/false_positive": 0.13348808598920353, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.5755140164983459, "total_loss": 1.175429018912837} {"data_time": 0.011957990005612373, "eta_seconds": 56167.47241836335, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.25991131977047466, "fast_rcnn/fg_cls_accuracy": 0.7259274601859523, "iteration": 170739, "loss_box_reg": 0.2133487551473081, "loss_cls": 0.21234219265170395, "loss_mask": 0.23848888045176864, "loss_rpn_cls": 0.041134427330689505, "loss_rpn_loc": 0.070529328630073, "loss_sem_seg": 0.312891757581383, "lr": 0.02, "mask_rcnn/accuracy": 0.8889809683271805, "mask_rcnn/false_negative": 0.08922419152928796, "mask_rcnn/false_positive": 0.14622052814882106, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.558144614995399, "total_loss": 1.08158282720251} {"data_time": 0.011777462503232528, "eta_seconds": 56164.36008945601, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.2991588527302813, "fast_rcnn/fg_cls_accuracy": 0.678051097972973, "iteration": 170759, "loss_box_reg": 0.2298891800455749, "loss_cls": 0.1939277348574251, "loss_mask": 0.2534661805257201, "loss_rpn_cls": 0.03798357438063249, "loss_rpn_loc": 0.08213592233369127, "loss_sem_seg": 0.30517388181760907, "lr": 0.02, "mask_rcnn/accuracy": 0.8923616476754554, "mask_rcnn/false_negative": 0.08271930471584216, "mask_rcnn/false_positive": 0.12284780674489948, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5772694879924529, "total_loss": 1.106420759751927} {"data_time": 0.012115115998312831, "eta_seconds": 56155.95969592535, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3250517598343685, "fast_rcnn/fg_cls_accuracy": 0.6544099378881987, "iteration": 170779, "loss_box_reg": 0.22373816091567278, "loss_cls": 0.19891054439358413, "loss_mask": 0.24697927944362164, "loss_rpn_cls": 0.04117967402271461, "loss_rpn_loc": 0.07479257765226066, "loss_sem_seg": 0.2965486431494355, "lr": 0.02, "mask_rcnn/accuracy": 0.8995286686103012, "mask_rcnn/false_negative": 0.09203059206216191, "mask_rcnn/false_positive": 0.10174007053019875, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5684480479976628, "total_loss": 1.1084258081391454} {"data_time": 0.012586404503963422, "eta_seconds": 56152.98997414407, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.38898809523809524, "fast_rcnn/fg_cls_accuracy": 0.5943452380952381, "iteration": 170799, "loss_box_reg": 0.24347148882225156, "loss_cls": 0.216158508323133, "loss_mask": 0.25566903967410326, "loss_rpn_cls": 0.045762242341879755, "loss_rpn_loc": 0.07164879562333226, "loss_sem_seg": 0.30795192485675216, "lr": 0.02, "mask_rcnn/accuracy": 0.8783904041372798, "mask_rcnn/false_negative": 0.09687032558494232, "mask_rcnn/false_positive": 0.1221636504298496, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.56652445349755, "total_loss": 1.1276917754730675} {"data_time": 0.012415490993589628, "eta_seconds": 56192.42132701594, "fast_rcnn/cls_accuracy": 0.9013671875, "fast_rcnn/false_negative": 0.390625, "fast_rcnn/fg_cls_accuracy": 0.576552504290841, "iteration": 170819, "loss_box_reg": 0.24139461386948824, "loss_cls": 0.20662645623087883, "loss_mask": 0.2657127734273672, "loss_rpn_cls": 0.04568598396144807, "loss_rpn_loc": 0.08949821104761213, "loss_sem_seg": 0.28564933873713017, "lr": 0.02, "mask_rcnn/accuracy": 0.8724924191216665, "mask_rcnn/false_negative": 0.10222425041613095, "mask_rcnn/false_positive": 0.141806119497089, "roi_head/num_bg_samples": 423.75, "roi_head/num_fg_samples": 88.25, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 0.5750067464978201, "total_loss": 1.2001552499714307} {"data_time": 0.013528895004128572, "eta_seconds": 56200.213832736845, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.3304673721340388, "fast_rcnn/fg_cls_accuracy": 0.618276678141136, "iteration": 170839, "loss_box_reg": 0.20592314936220646, "loss_cls": 0.17387281346600503, "loss_mask": 0.24413484754040837, "loss_rpn_cls": 0.03189795562502695, "loss_rpn_loc": 0.06080134751391597, "loss_sem_seg": 0.2989511559717357, "lr": 0.02, "mask_rcnn/accuracy": 0.8794775930902681, "mask_rcnn/false_negative": 0.11063930536284186, "mask_rcnn/false_positive": 0.13246132801554764, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.5547429900034331, "total_loss": 1.0254332803015132} {"data_time": 0.012745995998557191, "eta_seconds": 56188.87868810685, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.4352159468438538, "fast_rcnn/fg_cls_accuracy": 0.5101190476190476, "iteration": 170859, "loss_box_reg": 0.2456521848216653, "loss_cls": 0.2148288176394999, "loss_mask": 0.2605832638218999, "loss_rpn_cls": 0.04151768333395012, "loss_rpn_loc": 0.08250708924606442, "loss_sem_seg": 0.32822127314284444, "lr": 0.02, "mask_rcnn/accuracy": 0.8802983460259826, "mask_rcnn/false_negative": 0.09030880883164219, "mask_rcnn/false_positive": 0.12860490838835742, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.566966857004445, "total_loss": 1.1716994358866941} {"data_time": 0.013173092003853526, "eta_seconds": 56185.27651736584, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.34344161184210525, "fast_rcnn/fg_cls_accuracy": 0.6098529503009245, "iteration": 170879, "loss_box_reg": 0.23651003325358033, "loss_cls": 0.22228434844873846, "loss_mask": 0.24229917116463184, "loss_rpn_cls": 0.04301716107875109, "loss_rpn_loc": 0.07477757649030536, "loss_sem_seg": 0.34753551986068487, "lr": 0.02, "mask_rcnn/accuracy": 0.893685319208447, "mask_rcnn/false_negative": 0.08878886492325062, "mask_rcnn/false_positive": 0.1236385778643006, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5763173304949305, "total_loss": 1.1562614018912427} {"data_time": 0.01285416999598965, "eta_seconds": 56173.42686638771, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.39405095839177184, "fast_rcnn/fg_cls_accuracy": 0.5903225806451613, "iteration": 170899, "loss_box_reg": 0.22416808683192357, "loss_cls": 0.2105884806951508, "loss_mask": 0.2532312930561602, "loss_rpn_cls": 0.04320747044403106, "loss_rpn_loc": 0.07744561962317675, "loss_sem_seg": 0.2950888022314757, "lr": 0.02, "mask_rcnn/accuracy": 0.8735369862321358, "mask_rcnn/false_negative": 0.11321003999300322, "mask_rcnn/false_positive": 0.1521976943065906, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.5724326005001785, "total_loss": 1.1089265672890178} {"data_time": 0.012072431498381775, "eta_seconds": 56171.3840131434, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.3147865853658537, "fast_rcnn/fg_cls_accuracy": 0.6162259615384615, "iteration": 170919, "loss_box_reg": 0.210407824954018, "loss_cls": 0.20587569288909435, "loss_mask": 0.2471300596371293, "loss_rpn_cls": 0.03906571748666465, "loss_rpn_loc": 0.06952607486164197, "loss_sem_seg": 0.3270779822487384, "lr": 0.02, "mask_rcnn/accuracy": 0.8888309011492797, "mask_rcnn/false_negative": 0.09253170474778138, "mask_rcnn/false_positive": 0.1056818509328971, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5694281500036595, "total_loss": 1.1142984236066695} {"data_time": 0.011851121002109721, "eta_seconds": 56153.323453317615, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.35765044814340585, "fast_rcnn/fg_cls_accuracy": 0.6060307802433786, "iteration": 170939, "loss_box_reg": 0.22343739960342646, "loss_cls": 0.1927887888159603, "loss_mask": 0.24648703914135695, "loss_rpn_cls": 0.03849068302952219, "loss_rpn_loc": 0.08028784516500309, "loss_sem_seg": 0.2723227087408304, "lr": 0.02, "mask_rcnn/accuracy": 0.8823801215617666, "mask_rcnn/false_negative": 0.10359526813397278, "mask_rcnn/false_positive": 0.14765556013967257, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.5661501114955172, "total_loss": 1.0657337222946808} {"data_time": 0.01182089799840469, "eta_seconds": 56144.22401662533, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.3541758362676056, "fast_rcnn/fg_cls_accuracy": 0.618359375, "iteration": 170959, "loss_box_reg": 0.24159335810691118, "loss_cls": 0.20679235213901848, "loss_mask": 0.24434605380520225, "loss_rpn_cls": 0.037658632558304816, "loss_rpn_loc": 0.08219560323050246, "loss_sem_seg": 0.274218300357461, "lr": 0.02, "mask_rcnn/accuracy": 0.8977716676293159, "mask_rcnn/false_negative": 0.08392505135721819, "mask_rcnn/false_positive": 0.1335817682465361, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5571266549959546, "total_loss": 1.0718153400812298} {"data_time": 0.01254430299741216, "eta_seconds": 56141.57405224091, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.4249285487456335, "fast_rcnn/fg_cls_accuracy": 0.534608798735511, "iteration": 170979, "loss_box_reg": 0.24653974920511246, "loss_cls": 0.20167240779846907, "loss_mask": 0.260114761069417, "loss_rpn_cls": 0.04185436826082878, "loss_rpn_loc": 0.06629912520293146, "loss_sem_seg": 0.3358192462474108, "lr": 0.02, "mask_rcnn/accuracy": 0.8843597497747908, "mask_rcnn/false_negative": 0.08643604168048424, "mask_rcnn/false_positive": 0.15383817997705224, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5743410369977937, "total_loss": 1.1812596353993285} {"data_time": 0.012919193504785653, "eta_seconds": 56119.31209256819, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.29700228087324865, "fast_rcnn/fg_cls_accuracy": 0.695616211745244, "iteration": 170999, "loss_box_reg": 0.22269004117697477, "loss_cls": 0.1944352425634861, "loss_mask": 0.23529703076928854, "loss_rpn_cls": 0.0388352221052628, "loss_rpn_loc": 0.06385689449962229, "loss_sem_seg": 0.29030050709843636, "lr": 0.02, "mask_rcnn/accuracy": 0.8984603980576054, "mask_rcnn/false_negative": 0.08094067970489978, "mask_rcnn/false_positive": 0.12012457841228295, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5624176534984144, "total_loss": 1.0499721314990893} {"data_time": 0.01220600549277151, "eta_seconds": 56104.179397999134, "fast_rcnn/cls_accuracy": 0.95654296875, "fast_rcnn/false_negative": 0.3975609756097561, "fast_rcnn/fg_cls_accuracy": 0.6024390243902439, "iteration": 171019, "loss_box_reg": 0.2353265332058072, "loss_cls": 0.2008635380771011, "loss_mask": 0.253737838473171, "loss_rpn_cls": 0.042163379199337214, "loss_rpn_loc": 0.07167731251684017, "loss_sem_seg": 0.31415358139202, "lr": 0.02, "mask_rcnn/accuracy": 0.8957044536564626, "mask_rcnn/false_negative": 0.10084933625501732, "mask_rcnn/false_positive": 0.11044656252384663, "roi_head/num_bg_samples": 464.75, "roi_head/num_fg_samples": 47.25, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.5541349105042173, "total_loss": 1.1407462862553075} {"data_time": 0.012424190004821867, "eta_seconds": 56086.862386436915, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3595419337606838, "fast_rcnn/fg_cls_accuracy": 0.6159114857744995, "iteration": 171039, "loss_box_reg": 0.23149808717425913, "loss_cls": 0.20627621468156576, "loss_mask": 0.2432936690747738, "loss_rpn_cls": 0.04270689902477898, "loss_rpn_loc": 0.08415471304033417, "loss_sem_seg": 0.31388854677788913, "lr": 0.02, "mask_rcnn/accuracy": 0.8706074667962422, "mask_rcnn/false_negative": 0.11872384945522771, "mask_rcnn/false_positive": 0.139760173470087, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5679872790060472, "total_loss": 1.0982633710009395} {"data_time": 0.012441124497854616, "eta_seconds": 56075.52724180692, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.3643518518518518, "fast_rcnn/fg_cls_accuracy": 0.6192729083665338, "iteration": 171059, "loss_box_reg": 0.2193069140193984, "loss_cls": 0.20320903602987528, "loss_mask": 0.2562296097166836, "loss_rpn_cls": 0.03630279684148263, "loss_rpn_loc": 0.06753998133353889, "loss_sem_seg": 0.3069302854128182, "lr": 0.02, "mask_rcnn/accuracy": 0.8880224785669977, "mask_rcnn/false_negative": 0.08424287850688122, "mask_rcnn/false_positive": 0.1347382135018439, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5679646330027026, "total_loss": 1.1239121652324684} {"data_time": 0.012683874505455606, "eta_seconds": 56036.791622989644, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.2996904024767802, "fast_rcnn/fg_cls_accuracy": 0.6756359300476948, "iteration": 171079, "loss_box_reg": 0.22378932405263186, "loss_cls": 0.19347405759617686, "loss_mask": 0.24731338489800692, "loss_rpn_cls": 0.042092765448614955, "loss_rpn_loc": 0.08994094014633447, "loss_sem_seg": 0.34332967875525355, "lr": 0.02, "mask_rcnn/accuracy": 0.8928123276337563, "mask_rcnn/false_negative": 0.09332682571371118, "mask_rcnn/false_positive": 0.10401688448715966, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.5514572949978174, "total_loss": 1.120147766196169} {"data_time": 0.012744578998535872, "eta_seconds": 56052.856952546936, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.31546945701357465, "fast_rcnn/fg_cls_accuracy": 0.6470487302676733, "iteration": 171099, "loss_box_reg": 0.20360537571832538, "loss_cls": 0.19869424542412162, "loss_mask": 0.2583627440035343, "loss_rpn_cls": 0.04665137268602848, "loss_rpn_loc": 0.07283178553916514, "loss_sem_seg": 0.3233228684403002, "lr": 0.02, "mask_rcnn/accuracy": 0.9001645761849844, "mask_rcnn/false_negative": 0.07756137627832282, "mask_rcnn/false_positive": 0.13171509484447086, "roi_head/num_bg_samples": 464.5, "roi_head/num_fg_samples": 47.5, "rpn/num_neg_anchors": 238.5, "rpn/num_pos_anchors": 17.5, "time": 0.5717777699974249, "total_loss": 1.078084487846354} {"data_time": 0.012610085999767762, "eta_seconds": 56003.635997405894, "fast_rcnn/cls_accuracy": 0.90625, "fast_rcnn/false_negative": 0.3866687979539642, "fast_rcnn/fg_cls_accuracy": 0.5358644859813084, "iteration": 171119, "loss_box_reg": 0.2047570424620062, "loss_cls": 0.19089188636280596, "loss_mask": 0.24460730142891407, "loss_rpn_cls": 0.03520872896478977, "loss_rpn_loc": 0.07594658751622774, "loss_sem_seg": 0.3426027870737016, "lr": 0.02, "mask_rcnn/accuracy": 0.8680027568780677, "mask_rcnn/false_negative": 0.12496396264925658, "mask_rcnn/false_positive": 0.1388833865912148, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 206.5, "rpn/num_pos_anchors": 49.5, "time": 0.5599918624939164, "total_loss": 1.0588484407344367} {"data_time": 0.012595927000802476, "eta_seconds": 55983.70573125644, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.3397598734662577, "fast_rcnn/fg_cls_accuracy": 0.5863984860248448, "iteration": 171139, "loss_box_reg": 0.23275124887004495, "loss_cls": 0.20660687051713467, "loss_mask": 0.25188048416748643, "loss_rpn_cls": 0.04180391930276528, "loss_rpn_loc": 0.08270052779698744, "loss_sem_seg": 0.2931628650985658, "lr": 0.02, "mask_rcnn/accuracy": 0.8980280225381856, "mask_rcnn/false_negative": 0.08812795341423371, "mask_rcnn/false_positive": 0.12661406623404003, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5440670910029439, "total_loss": 1.1385418929858133} {"data_time": 0.012194751492643263, "eta_seconds": 56004.7163663016, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3737492182614134, "fast_rcnn/fg_cls_accuracy": 0.5784033904168829, "iteration": 171159, "loss_box_reg": 0.23489025980234146, "loss_cls": 0.21682121860794723, "loss_mask": 0.2591083664447069, "loss_rpn_cls": 0.03792050003539771, "loss_rpn_loc": 0.07067095051752403, "loss_sem_seg": 0.2797999798785895, "lr": 0.02, "mask_rcnn/accuracy": 0.8905267671296886, "mask_rcnn/false_negative": 0.10395229319268198, "mask_rcnn/false_positive": 0.12048438467366948, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5804964084964013, "total_loss": 1.1387692531352513} {"data_time": 0.01244032050453825, "eta_seconds": 56015.22594326742, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.36416077902146016, "fast_rcnn/fg_cls_accuracy": 0.5901917784657722, "iteration": 171179, "loss_box_reg": 0.24730522790923715, "loss_cls": 0.21977378078736365, "loss_mask": 0.2519354335963726, "loss_rpn_cls": 0.0399498010519892, "loss_rpn_loc": 0.08653347863582894, "loss_sem_seg": 0.30889107193797827, "lr": 0.02, "mask_rcnn/accuracy": 0.8818011425922968, "mask_rcnn/false_negative": 0.09408625844607701, "mask_rcnn/false_positive": 0.1445527622067077, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5740549554975587, "total_loss": 1.1606329463538714} {"data_time": 0.012110039999242872, "eta_seconds": 56011.794504266465, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.33958526294123703, "fast_rcnn/fg_cls_accuracy": 0.6446220930232558, "iteration": 171199, "loss_box_reg": 0.24018490966409445, "loss_cls": 0.2117268587462604, "loss_mask": 0.257821689825505, "loss_rpn_cls": 0.04824095591902733, "loss_rpn_loc": 0.08627910609357059, "loss_sem_seg": 0.31010744348168373, "lr": 0.02, "mask_rcnn/accuracy": 0.8951562425814344, "mask_rcnn/false_negative": 0.09434461450228138, "mask_rcnn/false_positive": 0.11147081631821693, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.575580736498523, "total_loss": 1.166512561525451} {"data_time": 0.012457814002118539, "eta_seconds": 56000.456199086504, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.2889277945779617, "fast_rcnn/fg_cls_accuracy": 0.7064716597021322, "iteration": 171219, "loss_box_reg": 0.22236327454447746, "loss_cls": 0.19899296457879245, "loss_mask": 0.23734453646466136, "loss_rpn_cls": 0.045452028898580465, "loss_rpn_loc": 0.08843150999746285, "loss_sem_seg": 0.32502394635230303, "lr": 0.02, "mask_rcnn/accuracy": 0.9142821712018141, "mask_rcnn/false_negative": 0.0836140920014133, "mask_rcnn/false_positive": 0.09917863117091258, "roi_head/num_bg_samples": 459.75, "roi_head/num_fg_samples": 52.25, "rpn/num_neg_anchors": 239.25, "rpn/num_pos_anchors": 16.75, "time": 0.5647425334973377, "total_loss": 1.133750176995818} {"data_time": 0.012807829996745568, "eta_seconds": 55989.11789390654, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.31087712611367857, "fast_rcnn/fg_cls_accuracy": 0.6382269184652278, "iteration": 171239, "loss_box_reg": 0.235043503344059, "loss_cls": 0.19525190349668264, "loss_mask": 0.2416509985923767, "loss_rpn_cls": 0.038797256638645194, "loss_rpn_loc": 0.075705080456828, "loss_sem_seg": 0.27580775134265423, "lr": 0.02, "mask_rcnn/accuracy": 0.9037098012281837, "mask_rcnn/false_negative": 0.08221359995799367, "mask_rcnn/false_positive": 0.1100458678034569, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5636517290040501, "total_loss": 1.117740959089133} {"data_time": 0.011703937001584563, "eta_seconds": 55974.160434826, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.3403920260856677, "fast_rcnn/fg_cls_accuracy": 0.5920524114241392, "iteration": 171259, "loss_box_reg": 0.2473970598075539, "loss_cls": 0.22541798511520028, "loss_mask": 0.2548091388307512, "loss_rpn_cls": 0.04822936363052577, "loss_rpn_loc": 0.07401502883294597, "loss_sem_seg": 0.2860998478718102, "lr": 0.02, "mask_rcnn/accuracy": 0.8839338794422055, "mask_rcnn/false_negative": 0.0902719183046743, "mask_rcnn/false_positive": 0.14194238767131873, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.5688965135050239, "total_loss": 1.1658706023008563} {"data_time": 0.01342937000299571, "eta_seconds": 55970.28325772527, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.347962962962963, "fast_rcnn/fg_cls_accuracy": 0.6255555555555556, "iteration": 171279, "loss_box_reg": 0.23769880179315805, "loss_cls": 0.21356811810983345, "loss_mask": 0.25496130250394344, "loss_rpn_cls": 0.040412183763692155, "loss_rpn_loc": 0.08496416774869431, "loss_sem_seg": 0.31260071601718664, "lr": 0.02, "mask_rcnn/accuracy": 0.8961824832103978, "mask_rcnn/false_negative": 0.08891944262636323, "mask_rcnn/false_positive": 0.10441143048772346, "roi_head/num_bg_samples": 464.25, "roi_head/num_fg_samples": 47.75, "rpn/num_neg_anchors": 235.0, "rpn/num_pos_anchors": 21.0, "time": 0.5678333975010901, "total_loss": 1.117531387717463} {"data_time": 0.012059678003424779, "eta_seconds": 55955.10297836666, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.3249602332979852, "fast_rcnn/fg_cls_accuracy": 0.6074929971988795, "iteration": 171299, "loss_box_reg": 0.2275933767668903, "loss_cls": 0.19521101686405018, "loss_mask": 0.24845340056344867, "loss_rpn_cls": 0.042039805644890293, "loss_rpn_loc": 0.06782341992948204, "loss_sem_seg": 0.2866676193661988, "lr": 0.02, "mask_rcnn/accuracy": 0.8862686243497173, "mask_rcnn/false_negative": 0.09925716476642099, "mask_rcnn/false_positive": 0.13592674520481413, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5522283760001301, "total_loss": 1.0712009306298569} {"data_time": 0.012500806500611361, "eta_seconds": 55943.7646731867, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.3802325581395349, "fast_rcnn/fg_cls_accuracy": 0.6081395348837209, "iteration": 171319, "loss_box_reg": 0.234377714805305, "loss_cls": 0.21297116694040596, "loss_mask": 0.2484242171049118, "loss_rpn_cls": 0.04106347315246239, "loss_rpn_loc": 0.06944714032579213, "loss_sem_seg": 0.31552113499492407, "lr": 0.02, "mask_rcnn/accuracy": 0.8717997493354811, "mask_rcnn/false_negative": 0.09595744733319853, "mask_rcnn/false_positive": 0.13627976663585045, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5598795124969911, "total_loss": 1.0869689333067072} {"data_time": 0.012109227500332054, "eta_seconds": 55928.81014634618, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.2761904761904762, "fast_rcnn/fg_cls_accuracy": 0.6305050922102945, "iteration": 171339, "loss_box_reg": 0.23528967192396522, "loss_cls": 0.20267398632131517, "loss_mask": 0.23999342694878578, "loss_rpn_cls": 0.03544453054200858, "loss_rpn_loc": 0.06358408572850749, "loss_sem_seg": 0.3099244683980942, "lr": 0.02, "mask_rcnn/accuracy": 0.9072474413872691, "mask_rcnn/false_negative": 0.09001656451913143, "mask_rcnn/false_positive": 0.10981764315303219, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 236.25, "rpn/num_pos_anchors": 19.75, "time": 0.5573112184938509, "total_loss": 1.074591321463231} {"data_time": 0.012971418494998943, "eta_seconds": 55926.126842660604, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.2984375, "fast_rcnn/fg_cls_accuracy": 0.6673177083333333, "iteration": 171359, "loss_box_reg": 0.221006668638438, "loss_cls": 0.199973713606596, "loss_mask": 0.2527938727289438, "loss_rpn_cls": 0.03510242095217109, "loss_rpn_loc": 0.06201061871252023, "loss_sem_seg": 0.3065441371873021, "lr": 0.02, "mask_rcnn/accuracy": 0.8938647959183674, "mask_rcnn/false_negative": 0.10530779602908812, "mask_rcnn/false_positive": 0.12496268340946984, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5565912495003431, "total_loss": 1.1021290025455528} {"data_time": 0.012562808995426167, "eta_seconds": 55903.90680782181, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.2455324176635652, "fast_rcnn/fg_cls_accuracy": 0.6373469730001677, "iteration": 171379, "loss_box_reg": 0.23671223828569055, "loss_cls": 0.21735845552757382, "loss_mask": 0.24180480418726802, "loss_rpn_cls": 0.04064638266572729, "loss_rpn_loc": 0.07123889416106977, "loss_sem_seg": 0.32004538364708424, "lr": 0.02, "mask_rcnn/accuracy": 0.8994783545406408, "mask_rcnn/false_negative": 0.07942504603643405, "mask_rcnn/false_positive": 0.12572120794264446, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5595137970012729, "total_loss": 1.1413149558648001} {"data_time": 0.012272067993762903, "eta_seconds": 55890.522188928575, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.26090461262875053, "fast_rcnn/fg_cls_accuracy": 0.6870536315860396, "iteration": 171399, "loss_box_reg": 0.22958698007278144, "loss_cls": 0.1933393874205649, "loss_mask": 0.24603380635380745, "loss_rpn_cls": 0.04008340122527443, "loss_rpn_loc": 0.06431486918882001, "loss_sem_seg": 0.30842706374824047, "lr": 0.02, "mask_rcnn/accuracy": 0.8923408235798856, "mask_rcnn/false_negative": 0.08223561839901589, "mask_rcnn/false_positive": 0.11508454181517652, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5662963104987284, "total_loss": 1.0988353653810918} {"data_time": 0.01185170401004143, "eta_seconds": 55881.23256732219, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.36530198137980424, "fast_rcnn/fg_cls_accuracy": 0.5906069861481544, "iteration": 171419, "loss_box_reg": 0.22181904618628323, "loss_cls": 0.2030524597503245, "loss_mask": 0.24344892799854279, "loss_rpn_cls": 0.041929580795113, "loss_rpn_loc": 0.07314004932413809, "loss_sem_seg": 0.3059110683389008, "lr": 0.02, "mask_rcnn/accuracy": 0.9018102675838613, "mask_rcnn/false_negative": 0.08767154537877594, "mask_rcnn/false_positive": 0.12148414824038536, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.5662280745018506, "total_loss": 1.0757260924874572} {"data_time": 0.012366627008304931, "eta_seconds": 55879.57058948613, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.30576817933296885, "fast_rcnn/fg_cls_accuracy": 0.5963341858482523, "iteration": 171439, "loss_box_reg": 0.21366164786741138, "loss_cls": 0.18846251163631678, "loss_mask": 0.2506336607038975, "loss_rpn_cls": 0.04767948092194274, "loss_rpn_loc": 0.08654151920927688, "loss_sem_seg": 0.32055332651361823, "lr": 0.02, "mask_rcnn/accuracy": 0.8800963653424454, "mask_rcnn/false_negative": 0.09883667352574245, "mask_rcnn/false_positive": 0.1291345206427718, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5725298210018082, "total_loss": 1.115742100868374} {"data_time": 0.01347054850339191, "eta_seconds": 55873.69821638638, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.2997982391782832, "fast_rcnn/fg_cls_accuracy": 0.67514033680834, "iteration": 171459, "loss_box_reg": 0.21721342206001282, "loss_cls": 0.2028843597508967, "loss_mask": 0.24961479287594557, "loss_rpn_cls": 0.03457578498637304, "loss_rpn_loc": 0.07045142274000682, "loss_sem_seg": 0.3470583807211369, "lr": 0.02, "mask_rcnn/accuracy": 0.895160295829579, "mask_rcnn/false_negative": 0.09728036485675817, "mask_rcnn/false_positive": 0.11231873112009819, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5692628134929691, "total_loss": 1.1108325323293684} {"data_time": 0.01255791600124212, "eta_seconds": 55856.89242242635, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.305, "fast_rcnn/fg_cls_accuracy": 0.6779111644657863, "iteration": 171479, "loss_box_reg": 0.24102549720555544, "loss_cls": 0.22094396292231977, "loss_mask": 0.2583897551521659, "loss_rpn_cls": 0.043923197605181485, "loss_rpn_loc": 0.06940120036597364, "loss_sem_seg": 0.3332622367888689, "lr": 0.02, "mask_rcnn/accuracy": 0.9093833704610846, "mask_rcnn/false_negative": 0.09839473319652256, "mask_rcnn/false_positive": 0.10933881076249649, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5653338240008452, "total_loss": 1.1578010698431171} {"data_time": 0.012361936998786405, "eta_seconds": 55833.8386642291, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.32127708357216556, "fast_rcnn/fg_cls_accuracy": 0.675226412931331, "iteration": 171499, "loss_box_reg": 0.21608064963947982, "loss_cls": 0.19736568559892476, "loss_mask": 0.24580893013626337, "loss_rpn_cls": 0.046486264443956316, "loss_rpn_loc": 0.06918977489112876, "loss_sem_seg": 0.3083727790508419, "lr": 0.02, "mask_rcnn/accuracy": 0.8997738267987405, "mask_rcnn/false_negative": 0.09052715656603583, "mask_rcnn/false_positive": 0.11476697682764019, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.5598917479946977, "total_loss": 1.072310661089432} {"data_time": 0.0133584669965785, "eta_seconds": 55822.501959289206, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.28035714285714286, "fast_rcnn/fg_cls_accuracy": 0.7061361457334612, "iteration": 171519, "loss_box_reg": 0.2427518297918141, "loss_cls": 0.21946179633960128, "loss_mask": 0.24925047671422362, "loss_rpn_cls": 0.048018641071394086, "loss_rpn_loc": 0.10030235612066463, "loss_sem_seg": 0.3144178418442607, "lr": 0.02, "mask_rcnn/accuracy": 0.8988757602794812, "mask_rcnn/false_negative": 0.07421931296980389, "mask_rcnn/false_positive": 0.12191752558876243, "roi_head/num_bg_samples": 431.0, "roi_head/num_fg_samples": 81.0, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5717115805018693, "total_loss": 1.1858099309611134} {"data_time": 0.013186907497583888, "eta_seconds": 55818.41838355073, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.36178081217552094, "fast_rcnn/fg_cls_accuracy": 0.613998613998614, "iteration": 171539, "loss_box_reg": 0.22568759648129344, "loss_cls": 0.2137024332769215, "loss_mask": 0.24993750732392073, "loss_rpn_cls": 0.04540257409098558, "loss_rpn_loc": 0.07927558926166967, "loss_sem_seg": 0.3097674949094653, "lr": 0.02, "mask_rcnn/accuracy": 0.8952903006997192, "mask_rcnn/false_negative": 0.08673504878530378, "mask_rcnn/false_positive": 0.11710210133539364, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.5798348684984376, "total_loss": 1.1542083288368303} {"data_time": 0.013554195000324398, "eta_seconds": 55807.08020531091, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.3326937134502924, "fast_rcnn/fg_cls_accuracy": 0.6519534652233421, "iteration": 171559, "loss_box_reg": 0.21500440081581473, "loss_cls": 0.19410825241357088, "loss_mask": 0.2516903467476368, "loss_rpn_cls": 0.04271073339623399, "loss_rpn_loc": 0.08408074776525609, "loss_sem_seg": 0.324401150457561, "lr": 0.02, "mask_rcnn/accuracy": 0.9037168464251798, "mask_rcnn/false_negative": 0.09027958649890296, "mask_rcnn/false_positive": 0.11472431097187832, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5679376765037887, "total_loss": 1.0841015833284473} {"data_time": 0.0134213554993039, "eta_seconds": 55795.742027071086, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.31084159742696327, "fast_rcnn/fg_cls_accuracy": 0.6456043956043956, "iteration": 171579, "loss_box_reg": 0.20920572080649436, "loss_cls": 0.19422713434323668, "loss_mask": 0.25067471200600266, "loss_rpn_cls": 0.035073401348199695, "loss_rpn_loc": 0.06992070053820498, "loss_sem_seg": 0.3104700702242553, "lr": 0.02, "mask_rcnn/accuracy": 0.9082235724478471, "mask_rcnn/false_negative": 0.07930119490697407, "mask_rcnn/false_positive": 0.10258097151843726, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5617194440055755, "total_loss": 1.0884499099774985} {"data_time": 0.013766912496066652, "eta_seconds": 55788.85792124699, "fast_rcnn/cls_accuracy": 0.912109375, "fast_rcnn/false_negative": 0.3472222222222222, "fast_rcnn/fg_cls_accuracy": 0.6280899130749729, "iteration": 171599, "loss_box_reg": 0.23875476757530123, "loss_cls": 0.20509751792997122, "loss_mask": 0.2617606809362769, "loss_rpn_cls": 0.04536397062474862, "loss_rpn_loc": 0.08256939525017515, "loss_sem_seg": 0.2939340705052018, "lr": 0.02, "mask_rcnn/accuracy": 0.8903560034833812, "mask_rcnn/false_negative": 0.110812972421625, "mask_rcnn/false_positive": 0.12744492604203456, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.5561193204994197, "total_loss": 1.159140570263844} {"data_time": 0.012693145996308886, "eta_seconds": 55715.7025632848, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.4002000762195122, "fast_rcnn/fg_cls_accuracy": 0.5687578550481777, "iteration": 171619, "loss_box_reg": 0.21115998947061598, "loss_cls": 0.19241637084633112, "loss_mask": 0.24597793444991112, "loss_rpn_cls": 0.03991496717208065, "loss_rpn_loc": 0.08989267752622254, "loss_sem_seg": 0.30245515797287226, "lr": 0.02, "mask_rcnn/accuracy": 0.8951380750149085, "mask_rcnn/false_negative": 0.07968323207078062, "mask_rcnn/false_positive": 0.1116341816523594, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.5577275159957935, "total_loss": 1.096256934630219} {"data_time": 0.011748856493795756, "eta_seconds": 55652.21156899926, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.33545048223947305, "fast_rcnn/fg_cls_accuracy": 0.6214336122593003, "iteration": 171639, "loss_box_reg": 0.21553258458152413, "loss_cls": 0.19247698201797903, "loss_mask": 0.23868796788156033, "loss_rpn_cls": 0.03683047977392562, "loss_rpn_loc": 0.07380557784927078, "loss_sem_seg": 0.28439621487632394, "lr": 0.02, "mask_rcnn/accuracy": 0.8857151730033681, "mask_rcnn/false_negative": 0.10304319442366369, "mask_rcnn/false_positive": 0.12289482889283723, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.560462274508609, "total_loss": 1.0538903655688046} {"data_time": 0.012883890005468857, "eta_seconds": 55640.895658919246, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.344994246260069, "fast_rcnn/fg_cls_accuracy": 0.5897583429228999, "iteration": 171659, "loss_box_reg": 0.25694505497813225, "loss_cls": 0.21909451810643077, "loss_mask": 0.2547687664628029, "loss_rpn_cls": 0.04486574787006248, "loss_rpn_loc": 0.0755058642826043, "loss_sem_seg": 0.2915335698053241, "lr": 0.02, "mask_rcnn/accuracy": 0.9034028790087464, "mask_rcnn/false_negative": 0.07990388111072541, "mask_rcnn/false_positive": 0.14531337176195705, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5807649070047773, "total_loss": 1.160571179469116} {"data_time": 0.012509289001172874, "eta_seconds": 55649.6739071174, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.2917738133504768, "fast_rcnn/fg_cls_accuracy": 0.6250809690374401, "iteration": 171679, "loss_box_reg": 0.23923211032524705, "loss_cls": 0.204911470413208, "loss_mask": 0.2509110467508435, "loss_rpn_cls": 0.035708081763004884, "loss_rpn_loc": 0.06478788098320365, "loss_sem_seg": 0.31813922291621566, "lr": 0.02, "mask_rcnn/accuracy": 0.8966327185746605, "mask_rcnn/false_negative": 0.07556300243837608, "mask_rcnn/false_positive": 0.12740940462919803, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.570773111001472, "total_loss": 1.1252822339884005} {"data_time": 0.012162864506535698, "eta_seconds": 55657.782856076854, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.33232931726907633, "fast_rcnn/fg_cls_accuracy": 0.6492544764694135, "iteration": 171699, "loss_box_reg": 0.24590255925431848, "loss_cls": 0.22066825185902417, "loss_mask": 0.2555084824562073, "loss_rpn_cls": 0.04433549981331453, "loss_rpn_loc": 0.0858267493895255, "loss_sem_seg": 0.3459880002774298, "lr": 0.02, "mask_rcnn/accuracy": 0.8855360075064509, "mask_rcnn/false_negative": 0.1083070834279521, "mask_rcnn/false_positive": 0.11762425251499084, "roi_head/num_bg_samples": 429.25, "roi_head/num_fg_samples": 82.75, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5908644364972133, "total_loss": 1.2402645238908008} {"data_time": 0.012392202006594744, "eta_seconds": 55611.72074824045, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.3956296992481203, "fast_rcnn/fg_cls_accuracy": 0.5687169312169312, "iteration": 171719, "loss_box_reg": 0.23326779226772487, "loss_cls": 0.21180737391114235, "loss_mask": 0.26308130845427513, "loss_rpn_cls": 0.043601303710602224, "loss_rpn_loc": 0.07607001980068162, "loss_sem_seg": 0.30008062813431025, "lr": 0.02, "mask_rcnn/accuracy": 0.8678333598713223, "mask_rcnn/false_negative": 0.10912820429942416, "mask_rcnn/false_positive": 0.14853843035333503, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.5477290075068595, "total_loss": 1.1829071650572587} {"data_time": 0.012789173997589387, "eta_seconds": 55635.13495509677, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.33173851732473814, "fast_rcnn/fg_cls_accuracy": 0.6306976744186047, "iteration": 171739, "loss_box_reg": 0.22879366227425635, "loss_cls": 0.19811622332781553, "loss_mask": 0.26106397761031985, "loss_rpn_cls": 0.04650079569546506, "loss_rpn_loc": 0.07234740519197658, "loss_sem_seg": 0.30998350121080875, "lr": 0.02, "mask_rcnn/accuracy": 0.8832348062594295, "mask_rcnn/false_negative": 0.09889296433346267, "mask_rcnn/false_positive": 0.1313644487886439, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.568928328997572, "total_loss": 1.1634223459113855} {"data_time": 0.013188901997637004, "eta_seconds": 55589.08698556069, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.2814516129032258, "fast_rcnn/fg_cls_accuracy": 0.6953874883286648, "iteration": 171759, "loss_box_reg": 0.23764261789619923, "loss_cls": 0.20801569102331996, "loss_mask": 0.25610819924622774, "loss_rpn_cls": 0.04965864645782858, "loss_rpn_loc": 0.08843407069798559, "loss_sem_seg": 0.3420667937025428, "lr": 0.02, "mask_rcnn/accuracy": 0.90059396742568, "mask_rcnn/false_negative": 0.08263058081327473, "mask_rcnn/false_positive": 0.11305667779792616, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5644023939967155, "total_loss": 1.190465136198327} {"data_time": 0.012131703493651003, "eta_seconds": 55516.19447596226, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.3319235588972431, "fast_rcnn/fg_cls_accuracy": 0.619204260651629, "iteration": 171779, "loss_box_reg": 0.2093411972746253, "loss_cls": 0.20404053921811283, "loss_mask": 0.23509427579119802, "loss_rpn_cls": 0.033079982589697465, "loss_rpn_loc": 0.07022669981233776, "loss_sem_seg": 0.3383772149682045, "lr": 0.02, "mask_rcnn/accuracy": 0.9029416519608007, "mask_rcnn/false_negative": 0.0843025798014233, "mask_rcnn/false_positive": 0.10668571427733227, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5532451774997753, "total_loss": 1.1155531506810803} {"data_time": 0.01254545299889287, "eta_seconds": 55516.9427832689, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.2614132015120675, "fast_rcnn/fg_cls_accuracy": 0.7229540918163673, "iteration": 171799, "loss_box_reg": 0.2113013514317572, "loss_cls": 0.19103115913458169, "loss_mask": 0.24057947006076574, "loss_rpn_cls": 0.05172446556389332, "loss_rpn_loc": 0.07394334813579917, "loss_sem_seg": 0.3628833396360278, "lr": 0.02, "mask_rcnn/accuracy": 0.8914154483908948, "mask_rcnn/false_negative": 0.08605195511375968, "mask_rcnn/false_positive": 0.13726464977770947, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5674400195057387, "total_loss": 1.1466944610874634} {"data_time": 0.01227494100749027, "eta_seconds": 55482.653384918245, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.35846239970143684, "fast_rcnn/fg_cls_accuracy": 0.6115544527896996, "iteration": 171819, "loss_box_reg": 0.22395460261031985, "loss_cls": 0.1965243194717914, "loss_mask": 0.24723596312105656, "loss_rpn_cls": 0.038575164770008996, "loss_rpn_loc": 0.063672082949779, "loss_sem_seg": 0.30843016132712364, "lr": 0.02, "mask_rcnn/accuracy": 0.8904824900520054, "mask_rcnn/false_negative": 0.09181556682015687, "mask_rcnn/false_positive": 0.14139311672875543, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.567456579003192, "total_loss": 1.0976949128962588} {"data_time": 0.011875875992700458, "eta_seconds": 55551.56112454275, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.3715820626648652, "fast_rcnn/fg_cls_accuracy": 0.5471139971139971, "iteration": 171839, "loss_box_reg": 0.2376792710274458, "loss_cls": 0.21792730502784252, "loss_mask": 0.26081342436373234, "loss_rpn_cls": 0.038337919395416975, "loss_rpn_loc": 0.07058463693829253, "loss_sem_seg": 0.3362366849905811, "lr": 0.02, "mask_rcnn/accuracy": 0.8952369477620594, "mask_rcnn/false_negative": 0.0969456603621714, "mask_rcnn/false_positive": 0.12390033086025802, "roi_head/num_bg_samples": 456.25, "roi_head/num_fg_samples": 55.75, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5721260499994969, "total_loss": 1.1427314042375656} {"data_time": 0.013495747502020095, "eta_seconds": 55547.7939292563, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.31374764595103577, "fast_rcnn/fg_cls_accuracy": 0.6862523540489642, "iteration": 171859, "loss_box_reg": 0.22205339837819338, "loss_cls": 0.2058742344379425, "loss_mask": 0.25557454861700535, "loss_rpn_cls": 0.04169751085282769, "loss_rpn_loc": 0.07413047505542636, "loss_sem_seg": 0.2939111376181245, "lr": 0.02, "mask_rcnn/accuracy": 0.8844529889565151, "mask_rcnn/false_negative": 0.09797452348721064, "mask_rcnn/false_positive": 0.1343822078924502, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 236.5, "rpn/num_pos_anchors": 19.5, "time": 0.5803466900033527, "total_loss": 1.1284559824271128} {"data_time": 0.012753885508573148, "eta_seconds": 55483.04297511049, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.3742063492063492, "fast_rcnn/fg_cls_accuracy": 0.6257936507936508, "iteration": 171879, "loss_box_reg": 0.2333423257805407, "loss_cls": 0.21509084338322282, "loss_mask": 0.2572037037461996, "loss_rpn_cls": 0.048826978279976174, "loss_rpn_loc": 0.07928087085019797, "loss_sem_seg": 0.3194858774077147, "lr": 0.02, "mask_rcnn/accuracy": 0.8834365536337991, "mask_rcnn/false_negative": 0.09776437351882622, "mask_rcnn/false_positive": 0.1269094846755664, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.5647800290025771, "total_loss": 1.159165395773016} {"data_time": 0.01261013049952453, "eta_seconds": 55424.90457049398, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.2777777777777778, "fast_rcnn/fg_cls_accuracy": 0.6666666666666666, "iteration": 171899, "loss_box_reg": 0.23095128033310175, "loss_cls": 0.20015484793111682, "loss_mask": 0.24696158105507493, "loss_rpn_cls": 0.04986978170927614, "loss_rpn_loc": 0.08910355798434466, "loss_sem_seg": 0.3403901301790029, "lr": 0.02, "mask_rcnn/accuracy": 0.8919934756771235, "mask_rcnn/false_negative": 0.09957785805190836, "mask_rcnn/false_positive": 0.11732140929882182, "roi_head/num_bg_samples": 425.0, "roi_head/num_fg_samples": 87.0, "rpn/num_neg_anchors": 204.75, "rpn/num_pos_anchors": 51.25, "time": 0.5528624289945583, "total_loss": 1.1632315180031583} {"data_time": 0.012393202501698397, "eta_seconds": 55401.45807186882, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.27995458150097324, "fast_rcnn/fg_cls_accuracy": 0.7067330488383119, "iteration": 171919, "loss_box_reg": 0.2255548732355237, "loss_cls": 0.20375897618941963, "loss_mask": 0.25070401187986135, "loss_rpn_cls": 0.04068757119239308, "loss_rpn_loc": 0.07631298823980615, "loss_sem_seg": 0.3079704474657774, "lr": 0.02, "mask_rcnn/accuracy": 0.9029139796337944, "mask_rcnn/false_negative": 0.09283398182974599, "mask_rcnn/false_positive": 0.10620372904811973, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5583684960074606, "total_loss": 1.1001898150861962} {"data_time": 0.012942190005560406, "eta_seconds": 55356.27360792787, "fast_rcnn/cls_accuracy": 0.89892578125, "fast_rcnn/false_negative": 0.40493143459915615, "fast_rcnn/fg_cls_accuracy": 0.5237793851717902, "iteration": 171939, "loss_box_reg": 0.22925431304611266, "loss_cls": 0.20939821237698197, "loss_mask": 0.2542381575331092, "loss_rpn_cls": 0.040321149688679725, "loss_rpn_loc": 0.0815327710006386, "loss_sem_seg": 0.3174334189388901, "lr": 0.02, "mask_rcnn/accuracy": 0.888067659937009, "mask_rcnn/false_negative": 0.09455080344371489, "mask_rcnn/false_positive": 0.12595561817987805, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5587172964951606, "total_loss": 1.1427969512878917} {"data_time": 0.013172849503462203, "eta_seconds": 55366.17588148981, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.2633333333333333, "fast_rcnn/fg_cls_accuracy": 0.6813071646341464, "iteration": 171959, "loss_box_reg": 0.23355631297454238, "loss_cls": 0.21792709501460195, "loss_mask": 0.2444822508841753, "loss_rpn_cls": 0.04308628871513065, "loss_rpn_loc": 0.06953580869594589, "loss_sem_seg": 0.2651840150356293, "lr": 0.02, "mask_rcnn/accuracy": 0.8977158734587585, "mask_rcnn/false_negative": 0.08544820649612103, "mask_rcnn/false_positive": 0.10942334366201781, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5634836655008257, "total_loss": 1.090562247831258} {"data_time": 0.0124509949964704, "eta_seconds": 55354.881387169786, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.2917330994897959, "fast_rcnn/fg_cls_accuracy": 0.6677691766361717, "iteration": 171979, "loss_box_reg": 0.23265332262963057, "loss_cls": 0.21379618579521775, "loss_mask": 0.2388488808646798, "loss_rpn_cls": 0.039931402938236715, "loss_rpn_loc": 0.07325219828635454, "loss_sem_seg": 0.3286277730949223, "lr": 0.02, "mask_rcnn/accuracy": 0.9011411452336037, "mask_rcnn/false_negative": 0.09294547624664026, "mask_rcnn/false_positive": 0.1106354977521126, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5702557074910146, "total_loss": 1.169505866972031} {"data_time": 0.012612887498107739, "eta_seconds": 55358.30585882794, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3505738811728395, "fast_rcnn/fg_cls_accuracy": 0.6130208333333333, "iteration": 171999, "loss_box_reg": 0.23529153782874346, "loss_cls": 0.22364177694544196, "loss_mask": 0.25639341957867146, "loss_rpn_cls": 0.03945935779483989, "loss_rpn_loc": 0.07091592624783516, "loss_sem_seg": 0.3216746491380036, "lr": 0.02, "mask_rcnn/accuracy": 0.9097323304321729, "mask_rcnn/false_negative": 0.08794552827619118, "mask_rcnn/false_positive": 0.11147235199467605, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 234.5, "rpn/num_pos_anchors": 21.5, "time": 0.5679413445031969, "total_loss": 1.1584656378254294} {"data_time": 0.012518953495600726, "eta_seconds": 55412.19100525866, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.3388854868340478, "fast_rcnn/fg_cls_accuracy": 0.5960111317254174, "iteration": 172019, "loss_box_reg": 0.25375322019681334, "loss_cls": 0.24235654482617974, "loss_mask": 0.2541803983040154, "loss_rpn_cls": 0.035258157178759575, "loss_rpn_loc": 0.06783392882789485, "loss_sem_seg": 0.34947099816054106, "lr": 0.02, "mask_rcnn/accuracy": 0.8924842021247783, "mask_rcnn/false_negative": 0.0835754209789852, "mask_rcnn/false_positive": 0.11469772894765375, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5755088190053357, "total_loss": 1.2240651700412855} {"data_time": 0.01262556800065795, "eta_seconds": 55418.46958837364, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.29438025210084034, "fast_rcnn/fg_cls_accuracy": 0.7011554621848739, "iteration": 172039, "loss_box_reg": 0.23896739166229963, "loss_cls": 0.2284292548429221, "loss_mask": 0.2515151668339968, "loss_rpn_cls": 0.04578138886427041, "loss_rpn_loc": 0.0895695264916867, "loss_sem_seg": 0.3349434803240001, "lr": 0.02, "mask_rcnn/accuracy": 0.8874005065197065, "mask_rcnn/false_negative": 0.08529480059239457, "mask_rcnn/false_positive": 0.11708720436368926, "roi_head/num_bg_samples": 457.25, "roi_head/num_fg_samples": 54.75, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5755246185071883, "total_loss": 1.174879662648891} {"data_time": 0.012053446000209078, "eta_seconds": 55389.56939861849, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.32581699346405224, "fast_rcnn/fg_cls_accuracy": 0.5405844155844155, "iteration": 172059, "loss_box_reg": 0.24690662510693073, "loss_cls": 0.23167273495346308, "loss_mask": 0.25615160912275314, "loss_rpn_cls": 0.047448144818190485, "loss_rpn_loc": 0.06995560083305463, "loss_sem_seg": 0.3240694343112409, "lr": 0.02, "mask_rcnn/accuracy": 0.8982635785457735, "mask_rcnn/false_negative": 0.09349107661346254, "mask_rcnn/false_positive": 0.1331231758690471, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5667341190055595, "total_loss": 1.1947128684259951} {"data_time": 0.01217339700087905, "eta_seconds": 55415.73962038234, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.31686507936507935, "fast_rcnn/fg_cls_accuracy": 0.6125, "iteration": 172079, "loss_box_reg": 0.231031381059438, "loss_cls": 0.22831026487983763, "loss_mask": 0.24129504151642323, "loss_rpn_cls": 0.04805528273573145, "loss_rpn_loc": 0.08499489107634872, "loss_sem_seg": 0.32344498741440475, "lr": 0.02, "mask_rcnn/accuracy": 0.8803129693435816, "mask_rcnn/false_negative": 0.08862156192178033, "mask_rcnn/false_positive": 0.1336646170838086, "roi_head/num_bg_samples": 429.0, "roi_head/num_fg_samples": 83.0, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5680474984983448, "total_loss": 1.1784558153012767} {"data_time": 0.012552872001833748, "eta_seconds": 55328.69395501013, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.3256722475900558, "fast_rcnn/fg_cls_accuracy": 0.6207792207792208, "iteration": 172099, "loss_box_reg": 0.23479130014311522, "loss_cls": 0.21213465696200728, "loss_mask": 0.24886352010071278, "loss_rpn_cls": 0.04354588621936273, "loss_rpn_loc": 0.07850533985765651, "loss_sem_seg": 0.36075869342312217, "lr": 0.02, "mask_rcnn/accuracy": 0.8923048393745934, "mask_rcnn/false_negative": 0.09163714826696742, "mask_rcnn/false_positive": 0.12512042047827793, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.558687678509159, "total_loss": 1.1974460322890081} {"data_time": 0.01270779050537385, "eta_seconds": 55317.39096649009, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.33970429138117564, "fast_rcnn/fg_cls_accuracy": 0.604714573019802, "iteration": 172119, "loss_box_reg": 0.2196727879345417, "loss_cls": 0.20644969656132162, "loss_mask": 0.25332911405712366, "loss_rpn_cls": 0.04237906206981279, "loss_rpn_loc": 0.08493403438478708, "loss_sem_seg": 0.3303791079670191, "lr": 0.02, "mask_rcnn/accuracy": 0.8692568141487866, "mask_rcnn/false_negative": 0.10525301686357308, "mask_rcnn/false_positive": 0.13601596294803955, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.551632384005643, "total_loss": 1.1526884267004789} {"data_time": 0.012655056001676712, "eta_seconds": 55361.89761627416, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.32213755122950816, "fast_rcnn/fg_cls_accuracy": 0.6583311987704918, "iteration": 172139, "loss_box_reg": 0.22957895626313984, "loss_cls": 0.19977987953461707, "loss_mask": 0.2440214892849326, "loss_rpn_cls": 0.038010276955901645, "loss_rpn_loc": 0.06529147049877793, "loss_sem_seg": 0.33524705935269594, "lr": 0.02, "mask_rcnn/accuracy": 0.8975555528554786, "mask_rcnn/false_negative": 0.08789570942489483, "mask_rcnn/false_positive": 0.11674168098313958, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5682545070012566, "total_loss": 1.1276495488418732} {"data_time": 0.013027247499849182, "eta_seconds": 55303.95073421522, "fast_rcnn/cls_accuracy": 0.91162109375, "fast_rcnn/false_negative": 0.3526543878656555, "fast_rcnn/fg_cls_accuracy": 0.5457827302700221, "iteration": 172159, "loss_box_reg": 0.23722061165608466, "loss_cls": 0.2260569327045232, "loss_mask": 0.25156006310135126, "loss_rpn_cls": 0.0425227161613293, "loss_rpn_loc": 0.08454023947706446, "loss_sem_seg": 0.3471761797554791, "lr": 0.02, "mask_rcnn/accuracy": 0.8821860925301429, "mask_rcnn/false_negative": 0.11595502685553062, "mask_rcnn/false_positive": 0.12248379186079929, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5752789409962134, "total_loss": 1.1834096718448563} {"data_time": 0.012556181995023508, "eta_seconds": 55271.40580261309, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.34936045615657263, "fast_rcnn/fg_cls_accuracy": 0.625030525030525, "iteration": 172179, "loss_box_reg": 0.22624683706089854, "loss_cls": 0.21002287021838129, "loss_mask": 0.24977295566350222, "loss_rpn_cls": 0.03474022337468341, "loss_rpn_loc": 0.07505404541734606, "loss_sem_seg": 0.29401084035634995, "lr": 0.02, "mask_rcnn/accuracy": 0.8944286368393511, "mask_rcnn/false_negative": 0.09118753277273306, "mask_rcnn/false_positive": 0.11445472558754795, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.5531627075033612, "total_loss": 1.1091322332213167} {"data_time": 0.01190275350381853, "eta_seconds": 55248.03708011025, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.336996336996337, "fast_rcnn/fg_cls_accuracy": 0.6127241179872759, "iteration": 172199, "loss_box_reg": 0.24659521970897913, "loss_cls": 0.23601401271298528, "loss_mask": 0.2577412840910256, "loss_rpn_cls": 0.06135384173830971, "loss_rpn_loc": 0.09293717320542783, "loss_sem_seg": 0.3337982906959951, "lr": 0.02, "mask_rcnn/accuracy": 0.8982624942764337, "mask_rcnn/false_negative": 0.07660079692034832, "mask_rcnn/false_positive": 0.11408586381189365, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.5600061135046417, "total_loss": 1.2357806208892725} {"data_time": 0.012250166502781212, "eta_seconds": 55260.876023889905, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.31098274090087535, "fast_rcnn/fg_cls_accuracy": 0.6643867172272034, "iteration": 172219, "loss_box_reg": 0.22311419458128512, "loss_cls": 0.22035744786262512, "loss_mask": 0.2508128099143505, "loss_rpn_cls": 0.04086972269578837, "loss_rpn_loc": 0.07909610454225913, "loss_sem_seg": 0.3038748875260353, "lr": 0.02, "mask_rcnn/accuracy": 0.8925990291360975, "mask_rcnn/false_negative": 0.10160264857907308, "mask_rcnn/false_positive": 0.11751059141769155, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 208.0, "rpn/num_pos_anchors": 48.0, "time": 0.5778852250005002, "total_loss": 1.1881570464174729} {"data_time": 0.012405931003740989, "eta_seconds": 55258.731285735164, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.3917306052855925, "fast_rcnn/fg_cls_accuracy": 0.5828965585443038, "iteration": 172239, "loss_box_reg": 0.24100451450794935, "loss_cls": 0.21685050753876567, "loss_mask": 0.25060148257762194, "loss_rpn_cls": 0.05022412771359086, "loss_rpn_loc": 0.07968239748151973, "loss_sem_seg": 0.32502700947225094, "lr": 0.02, "mask_rcnn/accuracy": 0.882911713983829, "mask_rcnn/false_negative": 0.09331697003729068, "mask_rcnn/false_positive": 0.135708673336346, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5727441849958268, "total_loss": 1.1857193286996335} {"data_time": 0.012190941997687332, "eta_seconds": 55242.30718980392, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.2510794033169647, "fast_rcnn/fg_cls_accuracy": 0.7123776984003727, "iteration": 172259, "loss_box_reg": 0.2365695210173726, "loss_cls": 0.21431651059538126, "loss_mask": 0.25269867200404406, "loss_rpn_cls": 0.042367674308479764, "loss_rpn_loc": 0.08161643706262112, "loss_sem_seg": 0.3336959686130285, "lr": 0.02, "mask_rcnn/accuracy": 0.9099497972265829, "mask_rcnn/false_negative": 0.0742945216495233, "mask_rcnn/false_positive": 0.10067942388223369, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.5606725354955415, "total_loss": 1.155375074245967} {"data_time": 0.011609481000050437, "eta_seconds": 55226.96705832979, "fast_rcnn/cls_accuracy": 0.92041015625, "iteration": 172279, "loss_box_reg": 0.21227032411843538, "loss_cls": 0.21588254114612937, "loss_mask": 0.26502053905278444, "loss_rpn_cls": 0.046692388597875834, "loss_rpn_loc": 0.07707726745866239, "loss_sem_seg": 0.3134415637468919, "lr": 0.02, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5593466439968324, "total_loss": 1.1641964719456155} {"data_time": 0.013373406000027899, "eta_seconds": 55219.69956058392, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.3076417910447761, "fast_rcnn/fg_cls_accuracy": 0.6293632643235436, "iteration": 172299, "loss_box_reg": 0.215779046760872, "loss_cls": 0.20608406327664852, "loss_mask": 0.24462949391454458, "loss_rpn_cls": 0.03985634972923435, "loss_rpn_loc": 0.07404754299204797, "loss_sem_seg": 0.27325987117365, "lr": 0.02, "mask_rcnn/accuracy": 0.900811544129847, "mask_rcnn/false_negative": 0.08213515332676143, "mask_rcnn/false_positive": 0.11954353609301974, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5593365265012835, "total_loss": 1.0738959142181557} {"data_time": 0.013878865509468596, "eta_seconds": 55208.39574597392, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3641325536062378, "fast_rcnn/fg_cls_accuracy": 0.6140866873065016, "iteration": 172319, "loss_box_reg": 0.2221403270959854, "loss_cls": 0.2203174487221986, "loss_mask": 0.24172465596348047, "loss_rpn_cls": 0.03678165860765148, "loss_rpn_loc": 0.0709291558014229, "loss_sem_seg": 0.33255953690968454, "lr": 0.02, "mask_rcnn/accuracy": 0.8945168976681581, "mask_rcnn/false_negative": 0.09033312949701253, "mask_rcnn/false_positive": 0.1317978206455988, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.559292028498021, "total_loss": 1.10777304196381} {"data_time": 0.012749299494316801, "eta_seconds": 55197.09193136392, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3635876840696118, "fast_rcnn/fg_cls_accuracy": 0.5936881855781334, "iteration": 172339, "loss_box_reg": 0.23910765582695603, "loss_cls": 0.2191400530282408, "loss_mask": 0.25093888444826007, "loss_rpn_cls": 0.04059936458361335, "loss_rpn_loc": 0.06883343029767275, "loss_sem_seg": 0.3224941357038915, "lr": 0.02, "mask_rcnn/accuracy": 0.8899914702799584, "mask_rcnn/false_negative": 0.10101891310671787, "mask_rcnn/false_positive": 0.10547545168195853, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5549680344993249, "total_loss": 1.1531505070161074} {"data_time": 0.01194634350395063, "eta_seconds": 55190.90211301508, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.32186421173762947, "fast_rcnn/fg_cls_accuracy": 0.6720751822017645, "iteration": 172359, "loss_box_reg": 0.22510031005367637, "loss_cls": 0.2060069958679378, "loss_mask": 0.2539935056120157, "loss_rpn_cls": 0.041903246950823814, "loss_rpn_loc": 0.07939054747112095, "loss_sem_seg": 0.265336322132498, "lr": 0.02, "mask_rcnn/accuracy": 0.900180618930619, "mask_rcnn/false_negative": 0.08999447075975878, "mask_rcnn/false_positive": 0.11608253023692403, "roi_head/num_bg_samples": 457.25, "roi_head/num_fg_samples": 54.75, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5647712939971825, "total_loss": 1.1406966702852515} {"data_time": 0.013434729007713031, "eta_seconds": 55233.82395939284, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.275798427218745, "fast_rcnn/fg_cls_accuracy": 0.6874835828736539, "iteration": 172379, "loss_box_reg": 0.2623503925278783, "loss_cls": 0.24227997520938516, "loss_mask": 0.2542033367790282, "loss_rpn_cls": 0.04270865456055617, "loss_rpn_loc": 0.09227266861125827, "loss_sem_seg": 0.2650775848887861, "lr": 0.02, "mask_rcnn/accuracy": 0.8907599166596232, "mask_rcnn/false_negative": 0.10439825961580507, "mask_rcnn/false_positive": 0.11616743063350651, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.5698332105021109, "total_loss": 1.1255565044994} {"data_time": 0.012601844995515421, "eta_seconds": 55174.221210357384, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.4047802197802198, "fast_rcnn/fg_cls_accuracy": 0.5751039501039501, "iteration": 172399, "loss_box_reg": 0.22284122998826206, "loss_cls": 0.20089088776148856, "loss_mask": 0.25024924147874117, "loss_rpn_cls": 0.04469528456684202, "loss_rpn_loc": 0.08919540073839016, "loss_sem_seg": 0.29989620950073004, "lr": 0.02, "mask_rcnn/accuracy": 0.8813081688719444, "mask_rcnn/false_negative": 0.11028247101037067, "mask_rcnn/false_positive": 0.12066309980624795, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5637078439976904, "total_loss": 1.0995765405968996} {"data_time": 0.013667523999174591, "eta_seconds": 55151.876672923914, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.31965944272445823, "fast_rcnn/fg_cls_accuracy": 0.6070017776022121, "iteration": 172419, "loss_box_reg": 0.21768764010630548, "loss_cls": 0.19799365871585906, "loss_mask": 0.2529357741586864, "loss_rpn_cls": 0.03570963845413644, "loss_rpn_loc": 0.06717928405851126, "loss_sem_seg": 0.34110691910609603, "lr": 0.02, "mask_rcnn/accuracy": 0.8902231863973974, "mask_rcnn/false_negative": 0.08528910693900894, "mask_rcnn/false_positive": 0.14297425888452753, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5538189350045286, "total_loss": 1.1223850967362523} {"data_time": 0.01181613300286699, "eta_seconds": 55131.7805151105, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.38394892840857275, "fast_rcnn/fg_cls_accuracy": 0.5931316590563166, "iteration": 172439, "loss_box_reg": 0.23432960035279393, "loss_cls": 0.21398775093257427, "loss_mask": 0.255312442779541, "loss_rpn_cls": 0.04321419436018914, "loss_rpn_loc": 0.08045977988513187, "loss_sem_seg": 0.2834233127068728, "lr": 0.02, "mask_rcnn/accuracy": 0.8826668115247316, "mask_rcnn/false_negative": 0.08866185561003033, "mask_rcnn/false_positive": 0.14806464952238474, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.5656283320058719, "total_loss": 1.1355297239351785} {"data_time": 0.012437598503311165, "eta_seconds": 55104.52201374204, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.3361234368697055, "fast_rcnn/fg_cls_accuracy": 0.5785702687342698, "iteration": 172459, "loss_box_reg": 0.23922419408336282, "loss_cls": 0.2121930276043713, "loss_mask": 0.25129387713968754, "loss_rpn_cls": 0.03971646205172874, "loss_rpn_loc": 0.07487753208260983, "loss_sem_seg": 0.2875167247839272, "lr": 0.02, "mask_rcnn/accuracy": 0.8979530594428955, "mask_rcnn/false_negative": 0.09658906082116109, "mask_rcnn/false_positive": 0.10523097784961469, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5630522134961211, "total_loss": 1.1294418530305848} {"data_time": 0.013115182497131173, "eta_seconds": 55080.1265935896, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.320861166275501, "fast_rcnn/fg_cls_accuracy": 0.587649190110827, "iteration": 172479, "loss_box_reg": 0.2057681968435645, "loss_cls": 0.20089937443844974, "loss_mask": 0.2584312385879457, "loss_rpn_cls": 0.03291896070004441, "loss_rpn_loc": 0.0683364748256281, "loss_sem_seg": 0.2949116243980825, "lr": 0.02, "mask_rcnn/accuracy": 0.9041435699279712, "mask_rcnn/false_negative": 0.0826496609212603, "mask_rcnn/false_positive": 0.1206109422020221, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 235.25, "rpn/num_pos_anchors": 20.75, "time": 0.5638458679895848, "total_loss": 1.0791983001545304} {"data_time": 0.012184323000838049, "eta_seconds": 55090.59749093322, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.26761363636363633, "fast_rcnn/fg_cls_accuracy": 0.6843925305463767, "iteration": 172499, "loss_box_reg": 0.2153762667439878, "loss_cls": 0.2065580915659666, "loss_mask": 0.2530479282140732, "loss_rpn_cls": 0.04093167558312416, "loss_rpn_loc": 0.08418632482062094, "loss_sem_seg": 0.34291714057326317, "lr": 0.02, "mask_rcnn/accuracy": 0.8868715736038302, "mask_rcnn/false_negative": 0.08992467130477286, "mask_rcnn/false_positive": 0.1018078100479545, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5647207145084394, "total_loss": 1.117526456961059} {"data_time": 0.012786157501977868, "eta_seconds": 55057.53448456956, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.4074595355383533, "fast_rcnn/fg_cls_accuracy": 0.5705089594940521, "iteration": 172519, "loss_box_reg": 0.21845136489719152, "loss_cls": 0.19363725371658802, "loss_mask": 0.2443639086559415, "loss_rpn_cls": 0.039840337631176226, "loss_rpn_loc": 0.08037988585419953, "loss_sem_seg": 0.281050527933985, "lr": 0.02, "mask_rcnn/accuracy": 0.902321187909126, "mask_rcnn/false_negative": 0.061536782140236834, "mask_rcnn/false_positive": 0.12588873691205738, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5602296585057047, "total_loss": 1.0469611522603373} {"data_time": 0.011628680498688482, "eta_seconds": 55017.097980430066, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.32934895833333333, "fast_rcnn/fg_cls_accuracy": 0.6461538461538461, "iteration": 172539, "loss_box_reg": 0.22346160549204797, "loss_cls": 0.19824510160833597, "loss_mask": 0.23541864892467856, "loss_rpn_cls": 0.03729712904896587, "loss_rpn_loc": 0.07573878768016584, "loss_sem_seg": 0.3112331903539598, "lr": 0.02, "mask_rcnn/accuracy": 0.9239004345728676, "mask_rcnn/false_negative": 0.08744135451784071, "mask_rcnn/false_positive": 0.10660067044048101, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.563386737005203, "total_loss": 1.1214355091215111} {"data_time": 0.013340977500774898, "eta_seconds": 54988.745208108696, "fast_rcnn/cls_accuracy": 0.9072265625, "fast_rcnn/false_negative": 0.3416209458990208, "fast_rcnn/fg_cls_accuracy": 0.5964590557481995, "iteration": 172559, "loss_box_reg": 0.23827499570325017, "loss_cls": 0.2180561472196132, "loss_mask": 0.254531760700047, "loss_rpn_cls": 0.04811594606144354, "loss_rpn_loc": 0.07232911238679662, "loss_sem_seg": 0.2972773341462016, "lr": 0.02, "mask_rcnn/accuracy": 0.8740036221924115, "mask_rcnn/false_negative": 0.09241260733016579, "mask_rcnn/false_positive": 0.15626550273025558, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.5581738149994635, "total_loss": 1.1371372061839793} {"data_time": 0.014397635502973571, "eta_seconds": 54986.7780254435, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.2849624060150376, "fast_rcnn/fg_cls_accuracy": 0.6860003178134435, "iteration": 172579, "loss_box_reg": 0.24229534855112433, "loss_cls": 0.2189808350522071, "loss_mask": 0.26134266145527363, "loss_rpn_cls": 0.04239253466948867, "loss_rpn_loc": 0.07723550638183951, "loss_sem_seg": 0.3047389737330377, "lr": 0.02, "mask_rcnn/accuracy": 0.8736318356429702, "mask_rcnn/false_negative": 0.120191726047497, "mask_rcnn/false_positive": 0.12013736370087671, "roi_head/num_bg_samples": 430.25, "roi_head/num_fg_samples": 81.75, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.5721403014977113, "total_loss": 1.1467507436173037} {"data_time": 0.012111092502891552, "eta_seconds": 54975.489539793496, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.321990067295542, "fast_rcnn/fg_cls_accuracy": 0.6435810810810811, "iteration": 172599, "loss_box_reg": 0.21525627234950662, "loss_cls": 0.19597643287852407, "loss_mask": 0.24468187801539898, "loss_rpn_cls": 0.03895749495131895, "loss_rpn_loc": 0.0711987215327099, "loss_sem_seg": 0.3115056399255991, "lr": 0.02, "mask_rcnn/accuracy": 0.8954952878915501, "mask_rcnn/false_negative": 0.1092757944907327, "mask_rcnn/false_positive": 0.08318943805287021, "roi_head/num_bg_samples": 459.25, "roi_head/num_fg_samples": 52.75, "rpn/num_neg_anchors": 235.25, "rpn/num_pos_anchors": 20.75, "time": 0.5553113854984986, "total_loss": 1.0949001275876071} {"data_time": 0.01293008700304199, "eta_seconds": 55005.423404974164, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.289638419134822, "fast_rcnn/fg_cls_accuracy": 0.6824797843665769, "iteration": 172619, "loss_box_reg": 0.22151102987118065, "loss_cls": 0.19820755114778876, "loss_mask": 0.24867096729576588, "loss_rpn_cls": 0.036988754669437185, "loss_rpn_loc": 0.06517371939844452, "loss_sem_seg": 0.3044186979532242, "lr": 0.02, "mask_rcnn/accuracy": 0.9092560869703357, "mask_rcnn/false_negative": 0.07769626181741372, "mask_rcnn/false_positive": 0.10028226928879905, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5669828739919467, "total_loss": 1.0401320009113988} {"data_time": 0.01209000899689272, "eta_seconds": 55014.51375028384, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.38933682725257, "fast_rcnn/fg_cls_accuracy": 0.5675953079178886, "iteration": 172639, "loss_box_reg": 0.22858719620853662, "loss_cls": 0.20594841614365578, "loss_mask": 0.2434431705623865, "loss_rpn_cls": 0.034865816771343816, "loss_rpn_loc": 0.07418722007423639, "loss_sem_seg": 0.323973709018901, "lr": 0.02, "mask_rcnn/accuracy": 0.9002134145811345, "mask_rcnn/false_negative": 0.09271591749848865, "mask_rcnn/false_positive": 0.12041568806608363, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5649019275078899, "total_loss": 1.1287420449079946} {"data_time": 0.011034929506422486, "eta_seconds": 54998.57474888745, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.3887096774193548, "fast_rcnn/fg_cls_accuracy": 0.5335885233464377, "iteration": 172659, "loss_box_reg": 0.2121170440223068, "loss_cls": 0.19363629375584424, "loss_mask": 0.24542933702468872, "loss_rpn_cls": 0.045291625312529504, "loss_rpn_loc": 0.07593777921283618, "loss_sem_seg": 0.3023741813376546, "lr": 0.02, "mask_rcnn/accuracy": 0.8853322625346436, "mask_rcnn/false_negative": 0.0876041394603532, "mask_rcnn/false_positive": 0.13192430187458037, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5636897040021722, "total_loss": 1.0801751917751972} {"data_time": 0.01205037549516419, "eta_seconds": 54930.33559719349, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.3093112244897959, "fast_rcnn/fg_cls_accuracy": 0.6401984554597702, "iteration": 172679, "loss_box_reg": 0.23620479786768556, "loss_cls": 0.21136486809700727, "loss_mask": 0.2550585847347975, "loss_rpn_cls": 0.04293550373404287, "loss_rpn_loc": 0.09522942709736526, "loss_sem_seg": 0.2846105640055612, "lr": 0.02, "mask_rcnn/accuracy": 0.8956198132154647, "mask_rcnn/false_negative": 0.09273508800854983, "mask_rcnn/false_positive": 0.11294434735224129, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5669376180012478, "total_loss": 1.130911900603678} {"data_time": 0.012520310003310442, "eta_seconds": 54915.53624823835, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.4615149248657102, "fast_rcnn/fg_cls_accuracy": 0.5196584237680129, "iteration": 172699, "loss_box_reg": 0.24199349340051413, "loss_cls": 0.2214103837031871, "loss_mask": 0.25449549686163664, "loss_rpn_cls": 0.05278919090051204, "loss_rpn_loc": 0.07905387482605875, "loss_sem_seg": 0.32195442635565996, "lr": 0.02, "mask_rcnn/accuracy": 0.8793265443489795, "mask_rcnn/false_negative": 0.10320320153048851, "mask_rcnn/false_positive": 0.14407835996531648, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5696899440008565, "total_loss": 1.2095161270844983} {"data_time": 0.013563122003688477, "eta_seconds": 54905.30164826628, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.36060718252499074, "fast_rcnn/fg_cls_accuracy": 0.6003106106827889, "iteration": 172719, "loss_box_reg": 0.23405196610838175, "loss_cls": 0.2202049377374351, "loss_mask": 0.24610685370862484, "loss_rpn_cls": 0.0380222967651207, "loss_rpn_loc": 0.06726870572310872, "loss_sem_seg": 0.3072410514578223, "lr": 0.02, "mask_rcnn/accuracy": 0.9038494874533836, "mask_rcnn/false_negative": 0.08822913031451288, "mask_rcnn/false_positive": 0.11242787473880773, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5574147375009488, "total_loss": 1.145466388843488} {"data_time": 0.012423091997334268, "eta_seconds": 54892.960720238334, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.36229035639413, "fast_rcnn/fg_cls_accuracy": 0.6188521354701192, "iteration": 172739, "loss_box_reg": 0.2039510749746114, "loss_cls": 0.18830670788884163, "loss_mask": 0.24420992005616426, "loss_rpn_cls": 0.03966359751211712, "loss_rpn_loc": 0.06614777777576819, "loss_sem_seg": 0.30334895895794034, "lr": 0.02, "mask_rcnn/accuracy": 0.8904724457774742, "mask_rcnn/false_negative": 0.0938732528981231, "mask_rcnn/false_positive": 0.11798995731914602, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5656234769994626, "total_loss": 1.0301704975499888} {"data_time": 0.013085438498819713, "eta_seconds": 54880.61341889454, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.3287037037037037, "fast_rcnn/fg_cls_accuracy": 0.6684142752023546, "iteration": 172759, "loss_box_reg": 0.21373299788683653, "loss_cls": 0.1959250345826149, "loss_mask": 0.24923019669950008, "loss_rpn_cls": 0.04191951708344277, "loss_rpn_loc": 0.07433886034414172, "loss_sem_seg": 0.3134410511702299, "lr": 0.02, "mask_rcnn/accuracy": 0.8936279343343555, "mask_rcnn/false_negative": 0.08844502844503128, "mask_rcnn/false_positive": 0.10940730930028694, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5624058270041132, "total_loss": 1.13135248881008} {"data_time": 0.012346601994067896, "eta_seconds": 54873.893168943476, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.33759852096915444, "fast_rcnn/fg_cls_accuracy": 0.6598600283486888, "iteration": 172779, "loss_box_reg": 0.2342932797037065, "loss_cls": 0.21188419894315302, "loss_mask": 0.26159636955708265, "loss_rpn_cls": 0.04007863317383453, "loss_rpn_loc": 0.07180496150976978, "loss_sem_seg": 0.3274156132247299, "lr": 0.02, "mask_rcnn/accuracy": 0.8951479462536356, "mask_rcnn/false_negative": 0.07978098806575291, "mask_rcnn/false_positive": 0.12632887504077706, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5794246209989069, "total_loss": 1.1713771102658939} {"data_time": 0.011793392499384936, "eta_seconds": 54862.60468329347, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.3032539118065434, "fast_rcnn/fg_cls_accuracy": 0.6631653487548683, "iteration": 172799, "loss_box_reg": 0.22852274007163942, "loss_cls": 0.21969571080990136, "loss_mask": 0.2574202446267009, "loss_rpn_cls": 0.043946636375039816, "loss_rpn_loc": 0.08095845871139318, "loss_sem_seg": 0.3100742856040597, "lr": 0.02, "mask_rcnn/accuracy": 0.8925405962823726, "mask_rcnn/false_negative": 0.08139099221339748, "mask_rcnn/false_positive": 0.12863557658447022, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5736566035047872, "total_loss": 1.1489951153635047} {"data_time": 0.013491534002241679, "eta_seconds": 54846.750780654154, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.27945578231292517, "fast_rcnn/fg_cls_accuracy": 0.7171428571428571, "iteration": 172819, "loss_box_reg": 0.21304678404703736, "loss_cls": 0.20232951594516635, "loss_mask": 0.2370707280933857, "loss_rpn_cls": 0.03574862235109322, "loss_rpn_loc": 0.059235206921584904, "loss_sem_seg": 0.31664189067669213, "lr": 0.02, "mask_rcnn/accuracy": 0.8952612013836503, "mask_rcnn/false_negative": 0.09856456051758683, "mask_rcnn/false_positive": 0.1174700412735096, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5518492914998205, "total_loss": 1.0983422999852337} {"data_time": 0.011813042998255696, "eta_seconds": 54804.80786934788, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3507825148407987, "fast_rcnn/fg_cls_accuracy": 0.5781013501241146, "iteration": 172839, "loss_box_reg": 0.22936700470745564, "loss_cls": 0.19427025341428816, "loss_mask": 0.24715905543416739, "loss_rpn_cls": 0.0412478897778783, "loss_rpn_loc": 0.07196284223755356, "loss_sem_seg": 0.295571630820632, "lr": 0.02, "mask_rcnn/accuracy": 0.8887849123785599, "mask_rcnn/false_negative": 0.10183268451330946, "mask_rcnn/false_positive": 0.11370731960164432, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5533372955032974, "total_loss": 1.032465691663674} {"data_time": 0.011899504002940375, "eta_seconds": 54783.262035367814, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.33695652173913043, "fast_rcnn/fg_cls_accuracy": 0.615027437737442, "iteration": 172859, "loss_box_reg": 0.24072783230803907, "loss_cls": 0.2240502000786364, "loss_mask": 0.2622820734977722, "loss_rpn_cls": 0.04661224909068551, "loss_rpn_loc": 0.07332621421664953, "loss_sem_seg": 0.30281016509979963, "lr": 0.02, "mask_rcnn/accuracy": 0.8789308275187545, "mask_rcnn/false_negative": 0.10441031303366695, "mask_rcnn/false_positive": 0.14242856452611735, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.565082856999652, "total_loss": 1.1448903005948523} {"data_time": 0.01231903200095985, "eta_seconds": 54746.10137973386, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.37109375, "fast_rcnn/fg_cls_accuracy": 0.6241061970338984, "iteration": 172879, "loss_box_reg": 0.23298615217208862, "loss_cls": 0.20886253798380494, "loss_mask": 0.2497039665468037, "loss_rpn_cls": 0.045972737338161096, "loss_rpn_loc": 0.08139038423541933, "loss_sem_seg": 0.30422806506976485, "lr": 0.02, "mask_rcnn/accuracy": 0.8969039831279046, "mask_rcnn/false_negative": 0.08085961135096381, "mask_rcnn/false_positive": 0.1224188721804583, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5569503014994552, "total_loss": 1.151800788124092} {"data_time": 0.012413008997100405, "eta_seconds": 54770.747093034, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.37842589253516046, "fast_rcnn/fg_cls_accuracy": 0.5619517543859649, "iteration": 172899, "loss_box_reg": 0.23409522289875895, "loss_cls": 0.21672970987856388, "loss_mask": 0.26214946480467916, "loss_rpn_cls": 0.0467013204615796, "loss_rpn_loc": 0.08373250276781619, "loss_sem_seg": 0.3369293576106429, "lr": 0.02, "mask_rcnn/accuracy": 0.8818031524704038, "mask_rcnn/false_negative": 0.09360850176829116, "mask_rcnn/false_positive": 0.15039475694097898, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5633178854986909, "total_loss": 1.1832984438660787} {"data_time": 0.012166317494120449, "eta_seconds": 54759.68292590815, "fast_rcnn/cls_accuracy": 0.9609375, "fast_rcnn/false_negative": 0.22776862098736364, "fast_rcnn/fg_cls_accuracy": 0.7722313790126364, "iteration": 172919, "loss_box_reg": 0.21190380956977606, "loss_cls": 0.19973676395602524, "loss_mask": 0.24605007655918598, "loss_rpn_cls": 0.04612069285940379, "loss_rpn_loc": 0.07120681766537018, "loss_sem_seg": 0.32086022244766355, "lr": 0.02, "mask_rcnn/accuracy": 0.9078336008290766, "mask_rcnn/false_negative": 0.08912856369301586, "mask_rcnn/false_positive": 0.10492384186289465, "roi_head/num_bg_samples": 462.5, "roi_head/num_fg_samples": 49.5, "rpn/num_neg_anchors": 237.25, "rpn/num_pos_anchors": 18.75, "time": 0.5640254274985637, "total_loss": 1.1318776093248744} {"data_time": 0.012600786496477667, "eta_seconds": 54758.11924385094, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.3943129181677818, "fast_rcnn/fg_cls_accuracy": 0.5630538513974097, "iteration": 172939, "loss_box_reg": 0.23304323328193277, "loss_cls": 0.2116479929536581, "loss_mask": 0.2501202244311571, "loss_rpn_cls": 0.03890612521354342, "loss_rpn_loc": 0.07073891372419894, "loss_sem_seg": 0.30509535199962556, "lr": 0.02, "mask_rcnn/accuracy": 0.8830912513319455, "mask_rcnn/false_negative": 0.1006205087106207, "mask_rcnn/false_positive": 0.11934379582328045, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.5618488344989601, "total_loss": 1.1579772290424444} {"data_time": 0.012432970004738308, "eta_seconds": 54746.83600563088, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.32212445003142676, "fast_rcnn/fg_cls_accuracy": 0.5969102990033223, "iteration": 172959, "loss_box_reg": 0.20812280708923936, "loss_cls": 0.20354526955634356, "loss_mask": 0.25002861861139536, "loss_rpn_cls": 0.040045274821750354, "loss_rpn_loc": 0.07974842539988458, "loss_sem_seg": 0.3317213081754744, "lr": 0.02, "mask_rcnn/accuracy": 0.889326524588584, "mask_rcnn/false_negative": 0.09048672130256649, "mask_rcnn/false_positive": 0.1329295418623761, "roi_head/num_bg_samples": 458.0, "roi_head/num_fg_samples": 54.0, "rpn/num_neg_anchors": 234.25, "rpn/num_pos_anchors": 21.75, "time": 0.5643369929966866, "total_loss": 1.115266010936466} {"data_time": 0.012255837500561029, "eta_seconds": 54728.59568188375, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.33105022831050224, "fast_rcnn/fg_cls_accuracy": 0.6162860576923077, "iteration": 172979, "loss_box_reg": 0.2380362288095057, "loss_cls": 0.2258048967923969, "loss_mask": 0.26609663013368845, "loss_rpn_cls": 0.04416948341531679, "loss_rpn_loc": 0.07547160657122731, "loss_sem_seg": 0.337619423866272, "lr": 0.02, "mask_rcnn/accuracy": 0.8919801407184947, "mask_rcnn/false_negative": 0.09179870823328495, "mask_rcnn/false_positive": 0.11541296340342613, "roi_head/num_bg_samples": 457.5, "roi_head/num_fg_samples": 54.5, "rpn/num_neg_anchors": 237.75, "rpn/num_pos_anchors": 18.25, "time": 0.561876862506324, "total_loss": 1.1760843048396055} {"data_time": 0.012732586495985743, "eta_seconds": 54717.313877803834, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.29982209182558756, "fast_rcnn/fg_cls_accuracy": 0.6505747126436782, "iteration": 172999, "loss_box_reg": 0.21896317042410374, "loss_cls": 0.20359714073128998, "loss_mask": 0.260518510825932, "loss_rpn_cls": 0.04254122846759856, "loss_rpn_loc": 0.07403769344091415, "loss_sem_seg": 0.3053896315395832, "lr": 0.02, "mask_rcnn/accuracy": 0.8789246467817896, "mask_rcnn/false_negative": 0.10625328264502629, "mask_rcnn/false_positive": 0.1303140937792041, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5670537745027104, "total_loss": 1.1281836813723203} {"data_time": 0.013957106501038652, "eta_seconds": 54675.58726423557, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.3416044776119403, "fast_rcnn/fg_cls_accuracy": 0.6300995024875622, "iteration": 173019, "loss_box_reg": 0.25394837744534016, "loss_cls": 0.21799794863909483, "loss_mask": 0.26246382761746645, "loss_rpn_cls": 0.03935938235372305, "loss_rpn_loc": 0.07576861894631293, "loss_sem_seg": 0.30582043481990695, "lr": 0.02, "mask_rcnn/accuracy": 0.8936919820011338, "mask_rcnn/false_negative": 0.09373956106525536, "mask_rcnn/false_positive": 0.1144380595556816, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5616861540038371, "total_loss": 1.125697246636264} {"data_time": 0.01294751599925803, "eta_seconds": 54654.07386943082, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.34091222268154886, "fast_rcnn/fg_cls_accuracy": 0.6037383177570093, "iteration": 173039, "loss_box_reg": 0.21104210941120982, "loss_cls": 0.19752533501014113, "loss_mask": 0.2488846331834793, "loss_rpn_cls": 0.03475689825427253, "loss_rpn_loc": 0.06823670951416716, "loss_sem_seg": 0.3062350987456739, "lr": 0.02, "mask_rcnn/accuracy": 0.8995175868595491, "mask_rcnn/false_negative": 0.09606112928306798, "mask_rcnn/false_positive": 0.11350924692853953, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5617287124987342, "total_loss": 1.1083101821423043} {"data_time": 0.012509275496995542, "eta_seconds": 54663.72473448626, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.39672131147540984, "fast_rcnn/fg_cls_accuracy": 0.5158042923926902, "iteration": 173059, "loss_box_reg": 0.23670497070997953, "loss_cls": 0.21820307429879904, "loss_mask": 0.26028547529131174, "loss_rpn_cls": 0.04361038428032771, "loss_rpn_loc": 0.08118875976651907, "loss_sem_seg": 0.35720881493762136, "lr": 0.02, "mask_rcnn/accuracy": 0.8950784087697896, "mask_rcnn/false_negative": 0.08248251512406797, "mask_rcnn/false_positive": 0.15120207000817615, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5781035040054121, "total_loss": 1.2409036382450722} {"data_time": 0.012839112008805387, "eta_seconds": 54652.44700375634, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.33676975945017185, "fast_rcnn/fg_cls_accuracy": 0.6426116838487972, "iteration": 173079, "loss_box_reg": 0.22255994472652674, "loss_cls": 0.21660093148238957, "loss_mask": 0.2499759360216558, "loss_rpn_cls": 0.04799112500040792, "loss_rpn_loc": 0.07309188100043684, "loss_sem_seg": 0.32378959096968174, "lr": 0.02, "mask_rcnn/accuracy": 0.8761907735122021, "mask_rcnn/false_negative": 0.08918195185400493, "mask_rcnn/false_positive": 0.1503596219862101, "roi_head/num_bg_samples": 456.75, "roi_head/num_fg_samples": 55.25, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5664709734992357, "total_loss": 1.1389609813631978} {"data_time": 0.011663724500976969, "eta_seconds": 54657.93518153353, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.28561268757556363, "fast_rcnn/fg_cls_accuracy": 0.6777686884032565, "iteration": 173099, "loss_box_reg": 0.24012109742034227, "loss_cls": 0.21039323648437858, "loss_mask": 0.24496908485889435, "loss_rpn_cls": 0.042092161122127436, "loss_rpn_loc": 0.06615115323802456, "loss_sem_seg": 0.34869780158624053, "lr": 0.02, "mask_rcnn/accuracy": 0.8896226802124358, "mask_rcnn/false_negative": 0.09717578227634643, "mask_rcnn/false_positive": 0.12286864080042881, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5669968734946451, "total_loss": 1.1703811370389303} {"data_time": 0.013191815996833611, "eta_seconds": 54642.925718329316, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.3540568524096386, "fast_rcnn/fg_cls_accuracy": 0.5347355769230769, "iteration": 173119, "loss_box_reg": 0.20896544493734837, "loss_cls": 0.19070041086524725, "loss_mask": 0.2508419817313552, "loss_rpn_cls": 0.035298846938530914, "loss_rpn_loc": 0.06576410034904256, "loss_sem_seg": 0.33801172161474824, "lr": 0.02, "mask_rcnn/accuracy": 0.8954501582999271, "mask_rcnn/false_negative": 0.07411345100333404, "mask_rcnn/false_positive": 0.1283568222477901, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5498253100013244, "total_loss": 1.1393461282277713} {"data_time": 0.012972443000762723, "eta_seconds": 54608.43817594433, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.2646590718713352, "fast_rcnn/fg_cls_accuracy": 0.6991959064327485, "iteration": 173139, "loss_box_reg": 0.22514394973404706, "loss_cls": 0.2102215674240142, "loss_mask": 0.25624222634360194, "loss_rpn_cls": 0.04867185541661456, "loss_rpn_loc": 0.07275585952447727, "loss_sem_seg": 0.344073920045048, "lr": 0.02, "mask_rcnn/accuracy": 0.8882758356525723, "mask_rcnn/false_negative": 0.09238394539360245, "mask_rcnn/false_positive": 0.12520016661001082, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 207.0, "rpn/num_pos_anchors": 49.0, "time": 0.5626517619966762, "total_loss": 1.162029963277746} {"data_time": 0.0121911434980575, "eta_seconds": 54566.75703946729, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.3364087301587302, "fast_rcnn/fg_cls_accuracy": 0.6374007936507937, "iteration": 173159, "loss_box_reg": 0.21370486309751868, "loss_cls": 0.19740419019944966, "loss_mask": 0.2576656062155962, "loss_rpn_cls": 0.04316757697961293, "loss_rpn_loc": 0.08215564207057469, "loss_sem_seg": 0.2956034177914262, "lr": 0.02, "mask_rcnn/accuracy": 0.8880597410303686, "mask_rcnn/false_negative": 0.09728216267739861, "mask_rcnn/false_positive": 0.11756008052261832, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5582910409939359, "total_loss": 1.1011592250142712} {"data_time": 0.011983643998974003, "eta_seconds": 54555.487689287205, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3442693280346821, "fast_rcnn/fg_cls_accuracy": 0.5980456741326307, "iteration": 173179, "loss_box_reg": 0.23810854693874717, "loss_cls": 0.2112792155239731, "loss_mask": 0.25055531365796924, "loss_rpn_cls": 0.04300800772034563, "loss_rpn_loc": 0.07200565421953797, "loss_sem_seg": 0.33445126796141267, "lr": 0.02, "mask_rcnn/accuracy": 0.9037126308123531, "mask_rcnn/false_negative": 0.0934507675533311, "mask_rcnn/false_positive": 0.11066024551238035, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.557118876997265, "total_loss": 1.1785153172677383} {"data_time": 0.012489950000599492, "eta_seconds": 54556.45567959467, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.3465658889254026, "fast_rcnn/fg_cls_accuracy": 0.6534341110745974, "iteration": 173199, "loss_box_reg": 0.23584155272692442, "loss_cls": 0.19879180053249002, "loss_mask": 0.25991554744541645, "loss_rpn_cls": 0.04522991745034233, "loss_rpn_loc": 0.08360690732661169, "loss_sem_seg": 0.32861633226275444, "lr": 0.02, "mask_rcnn/accuracy": 0.891420276043922, "mask_rcnn/false_negative": 0.08896244978625067, "mask_rcnn/false_positive": 0.12877348041615255, "roi_head/num_bg_samples": 459.25, "roi_head/num_fg_samples": 52.75, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5679648159930366, "total_loss": 1.1065538241527975} {"data_time": 0.011779714004660491, "eta_seconds": 54503.76472655629, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3216036414565826, "fast_rcnn/fg_cls_accuracy": 0.6269230769230769, "iteration": 173219, "loss_box_reg": 0.21817009570077062, "loss_cls": 0.20737532246857882, "loss_mask": 0.24413902405649424, "loss_rpn_cls": 0.0443363735685125, "loss_rpn_loc": 0.07494362295255996, "loss_sem_seg": 0.33811941067688167, "lr": 0.02, "mask_rcnn/accuracy": 0.8799277160952461, "mask_rcnn/false_negative": 0.0706127512636783, "mask_rcnn/false_positive": 0.16093966991564274, "roi_head/num_bg_samples": 461.0, "roi_head/num_fg_samples": 51.0, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5671397544938372, "total_loss": 1.1566677574592177} {"data_time": 0.012578704998304602, "eta_seconds": 54512.365424648444, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.30865800865800863, "fast_rcnn/fg_cls_accuracy": 0.6372294372294371, "iteration": 173239, "loss_box_reg": 0.2102878971491009, "loss_cls": 0.21237562131136656, "loss_mask": 0.24574861116707325, "loss_rpn_cls": 0.04252102216560161, "loss_rpn_loc": 0.07677187363151461, "loss_sem_seg": 0.3028515016194433, "lr": 0.02, "mask_rcnn/accuracy": 0.8954312746654426, "mask_rcnn/false_negative": 0.07787247255352421, "mask_rcnn/false_positive": 0.11693184414587243, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5685741620036424, "total_loss": 1.073104735754896} {"data_time": 0.01206231200194452, "eta_seconds": 54481.238088176215, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.410427807486631, "fast_rcnn/fg_cls_accuracy": 0.5499597099113618, "iteration": 173259, "loss_box_reg": 0.2309925784356892, "loss_cls": 0.20639864332042634, "loss_mask": 0.24625493679195642, "loss_rpn_cls": 0.037080839636473684, "loss_rpn_loc": 0.07862410644884221, "loss_sem_seg": 0.32716825930401683, "lr": 0.02, "mask_rcnn/accuracy": 0.8967762230768948, "mask_rcnn/false_negative": 0.09620780837332567, "mask_rcnn/false_positive": 0.11103552297269259, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.5552037920060684, "total_loss": 1.1576251570077147} {"data_time": 0.011133350497402716, "eta_seconds": 54516.49249208091, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.26048387096774195, "fast_rcnn/fg_cls_accuracy": 0.7005302695536898, "iteration": 173279, "loss_box_reg": 0.23584372596815228, "loss_cls": 0.20801402744837105, "loss_mask": 0.25135421846061945, "loss_rpn_cls": 0.04036321565217804, "loss_rpn_loc": 0.06806493969634175, "loss_sem_seg": 0.34861823567189276, "lr": 0.02, "mask_rcnn/accuracy": 0.8877363877081328, "mask_rcnn/false_negative": 0.08242573360535302, "mask_rcnn/false_positive": 0.1314839211595846, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 237.25, "rpn/num_pos_anchors": 18.75, "time": 0.5721313335016021, "total_loss": 1.1749589536339045} {"data_time": 0.013370235501497518, "eta_seconds": 54531.13140757312, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.3500931766055046, "fast_rcnn/fg_cls_accuracy": 0.6440474483944953, "iteration": 173299, "loss_box_reg": 0.24565627379342914, "loss_cls": 0.22239343589171767, "loss_mask": 0.2556320345029235, "loss_rpn_cls": 0.03914121190609876, "loss_rpn_loc": 0.08793999324552715, "loss_sem_seg": 0.33154820930212736, "lr": 0.02, "mask_rcnn/accuracy": 0.898521109768744, "mask_rcnn/false_negative": 0.09432032244512656, "mask_rcnn/false_positive": 0.116236514226978, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5691913389964611, "total_loss": 1.1758542200259399} {"data_time": 0.012403979999362491, "eta_seconds": 54534.05820870949, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.30228365384615385, "fast_rcnn/fg_cls_accuracy": 0.6804152637485971, "iteration": 173319, "loss_box_reg": 0.23799768276512623, "loss_cls": 0.21960889862384647, "loss_mask": 0.2515258165076375, "loss_rpn_cls": 0.040759250205155695, "loss_rpn_loc": 0.08273476491740439, "loss_sem_seg": 0.3153577451594174, "lr": 0.02, "mask_rcnn/accuracy": 0.9041870945569925, "mask_rcnn/false_negative": 0.07337819399395513, "mask_rcnn/false_positive": 0.10728565799488796, "roi_head/num_bg_samples": 466.25, "roi_head/num_fg_samples": 45.75, "rpn/num_neg_anchors": 236.5, "rpn/num_pos_anchors": 19.5, "time": 0.5752022480010055, "total_loss": 1.1316628381791816} {"data_time": 0.013736903994868044, "eta_seconds": 54537.47543843438, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.30515897648113666, "fast_rcnn/fg_cls_accuracy": 0.6256119232832618, "iteration": 173339, "loss_box_reg": 0.21655446698423475, "loss_cls": 0.20455189934000373, "loss_mask": 0.24106912408024073, "loss_rpn_cls": 0.04302983789239079, "loss_rpn_loc": 0.07519184640841559, "loss_sem_seg": 0.33108012145385146, "lr": 0.02, "mask_rcnn/accuracy": 0.8820272364620545, "mask_rcnn/false_negative": 0.09432494174035647, "mask_rcnn/false_positive": 0.14217766744136545, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.5650101420033025, "total_loss": 1.0797596076954505} {"data_time": 0.013562468491727486, "eta_seconds": 54524.50356767846, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.33725852382051874, "fast_rcnn/fg_cls_accuracy": 0.5940718940508725, "iteration": 173359, "loss_box_reg": 0.2057123389095068, "loss_cls": 0.19018405524548143, "loss_mask": 0.24113318603485823, "loss_rpn_cls": 0.037675567058613524, "loss_rpn_loc": 0.07331895496463403, "loss_sem_seg": 0.3733781920745969, "lr": 0.02, "mask_rcnn/accuracy": 0.88182653119714, "mask_rcnn/false_negative": 0.10232176540733046, "mask_rcnn/false_positive": 0.12164622956704453, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5644152294989908, "total_loss": 1.131818708323408} {"data_time": 0.012433869494998362, "eta_seconds": 54486.018218334066, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.3428251748251748, "fast_rcnn/fg_cls_accuracy": 0.60625, "iteration": 173379, "loss_box_reg": 0.21495853830128908, "loss_cls": 0.2083422434516251, "loss_mask": 0.23571354057639837, "loss_rpn_cls": 0.041528403817210346, "loss_rpn_loc": 0.06783764366991818, "loss_sem_seg": 0.3147911778651178, "lr": 0.02, "mask_rcnn/accuracy": 0.9056954874646488, "mask_rcnn/false_negative": 0.08026705423846393, "mask_rcnn/false_positive": 0.09966858041207391, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5560079339920776, "total_loss": 1.0971525044587906} {"data_time": 0.011716486005752813, "eta_seconds": 54461.85499049564, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.3256700987952812, "fast_rcnn/fg_cls_accuracy": 0.651944424290793, "iteration": 173399, "loss_box_reg": 0.20739027531817555, "loss_cls": 0.20541322161443532, "loss_mask": 0.25687723606824875, "loss_rpn_cls": 0.041241105616791174, "loss_rpn_loc": 0.07258639979409054, "loss_sem_seg": 0.3202998680062592, "lr": 0.02, "mask_rcnn/accuracy": 0.8888760874193204, "mask_rcnn/false_negative": 0.09979648720558215, "mask_rcnn/false_positive": 0.10483667399122931, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5609273234949796, "total_loss": 1.0944469925598241} {"data_time": 0.012178755998320412, "eta_seconds": 54474.8114863641, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3515530813417488, "fast_rcnn/fg_cls_accuracy": 0.6242663428455778, "iteration": 173419, "loss_box_reg": 0.22728516161441803, "loss_cls": 0.20451331976801157, "loss_mask": 0.24685670994222164, "loss_rpn_cls": 0.03911428997525945, "loss_rpn_loc": 0.07864083262393251, "loss_sem_seg": 0.30271690152585506, "lr": 0.02, "mask_rcnn/accuracy": 0.909422477603576, "mask_rcnn/false_negative": 0.07121102175451863, "mask_rcnn/false_positive": 0.1163102337888564, "roi_head/num_bg_samples": 429.5, "roi_head/num_fg_samples": 82.5, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.5634121975017479, "total_loss": 1.1073364954208955} {"data_time": 0.012330399498750921, "eta_seconds": 54459.99482231098, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.299843321582452, "fast_rcnn/fg_cls_accuracy": 0.6854296066252588, "iteration": 173439, "loss_box_reg": 0.23926457297056913, "loss_cls": 0.20967841101810336, "loss_mask": 0.2500898549333215, "loss_rpn_cls": 0.03930242924252525, "loss_rpn_loc": 0.0764281090523582, "loss_sem_seg": 0.30331603437662125, "lr": 0.02, "mask_rcnn/accuracy": 0.8925213399819858, "mask_rcnn/false_negative": 0.08719878857689306, "mask_rcnn/false_positive": 0.11287362357700406, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.56063368699688, "total_loss": 1.1390094465241418} {"data_time": 0.012290681501326617, "eta_seconds": 54451.86663296191, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.29108796296296297, "fast_rcnn/fg_cls_accuracy": 0.6523757806136302, "iteration": 173459, "loss_box_reg": 0.2039120625704527, "loss_cls": 0.21306244214065373, "loss_mask": 0.2513431329280138, "loss_rpn_cls": 0.04267263613292016, "loss_rpn_loc": 0.07303827989380807, "loss_sem_seg": 0.32040844252333045, "lr": 0.02, "mask_rcnn/accuracy": 0.8748357336649177, "mask_rcnn/false_negative": 0.09958108891622144, "mask_rcnn/false_positive": 0.13142855861005256, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5679285764999804, "total_loss": 1.1315579373476794} {"data_time": 0.011777100000472274, "eta_seconds": 54460.99374214685, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.35237068965517243, "fast_rcnn/fg_cls_accuracy": 0.5784313725490196, "iteration": 173479, "loss_box_reg": 0.23836613167077303, "loss_cls": 0.23472882201895118, "loss_mask": 0.26123032439500093, "loss_rpn_cls": 0.04177823133068159, "loss_rpn_loc": 0.06860136124305427, "loss_sem_seg": 0.3263536929152906, "lr": 0.02, "mask_rcnn/accuracy": 0.9036793049996477, "mask_rcnn/false_negative": 0.09433411203247791, "mask_rcnn/false_positive": 0.12932523703015877, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5745082284993259, "total_loss": 1.1615227299771504} {"data_time": 0.012571811501402408, "eta_seconds": 54439.59800343573, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.3621721122871606, "fast_rcnn/fg_cls_accuracy": 0.5808986686390533, "iteration": 173499, "loss_box_reg": 0.2561238333582878, "loss_cls": 0.23980388464406133, "loss_mask": 0.25484138634055853, "loss_rpn_cls": 0.046220177493523806, "loss_rpn_loc": 0.08709944714792073, "loss_sem_seg": 0.30186272552236915, "lr": 0.02, "mask_rcnn/accuracy": 0.8928282101756511, "mask_rcnn/false_negative": 0.08159708216413536, "mask_rcnn/false_positive": 0.12629039559166705, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5627136994953617, "total_loss": 1.2133446163861663} {"data_time": 0.012641798493859824, "eta_seconds": 54444.39333104568, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.2941729323308271, "fast_rcnn/fg_cls_accuracy": 0.6171150971599402, "iteration": 173519, "loss_box_reg": 0.22012883122079074, "loss_cls": 0.19863823626656085, "loss_mask": 0.25601205974817276, "loss_rpn_cls": 0.03927926137112081, "loss_rpn_loc": 0.07759266532957554, "loss_sem_seg": 0.31715632567647845, "lr": 0.02, "mask_rcnn/accuracy": 0.9037274693192925, "mask_rcnn/false_negative": 0.07479145973454782, "mask_rcnn/false_positive": 0.1264909401654297, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5702642290052609, "total_loss": 1.0778132737359556} {"data_time": 0.012467518499761354, "eta_seconds": 54437.84777626915, "fast_rcnn/cls_accuracy": 0.9609375, "fast_rcnn/false_negative": 0.2984777517564403, "fast_rcnn/fg_cls_accuracy": 0.6598478618421053, "iteration": 173539, "loss_box_reg": 0.23670739121735096, "loss_cls": 0.21144871995784342, "loss_mask": 0.2618826739490032, "loss_rpn_cls": 0.03950441041342856, "loss_rpn_loc": 0.07080576052248944, "loss_sem_seg": 0.3152483090525493, "lr": 0.02, "mask_rcnn/accuracy": 0.9042382459312839, "mask_rcnn/false_negative": 0.09130534058646078, "mask_rcnn/false_positive": 0.08412817240703958, "roi_head/num_bg_samples": 463.0, "roi_head/num_fg_samples": 49.0, "rpn/num_neg_anchors": 239.0, "rpn/num_pos_anchors": 17.0, "time": 0.5713764379979693, "total_loss": 1.1447298546409002} {"data_time": 0.01265631250134902, "eta_seconds": 54432.67598682826, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.3503502155172414, "fast_rcnn/fg_cls_accuracy": 0.6234243697478992, "iteration": 173559, "loss_box_reg": 0.23797057289630175, "loss_cls": 0.2147566822823137, "loss_mask": 0.24768283683806658, "loss_rpn_cls": 0.03687621871358715, "loss_rpn_loc": 0.07355548674240708, "loss_sem_seg": 0.28803788404911757, "lr": 0.02, "mask_rcnn/accuracy": 0.8930057632062836, "mask_rcnn/false_negative": 0.09962344656724426, "mask_rcnn/false_positive": 0.11299775173560597, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 0.5639939269967726, "total_loss": 1.1159623778876266} {"data_time": 0.013835165496857371, "eta_seconds": 54421.38770155813, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.39230769230769236, "fast_rcnn/fg_cls_accuracy": 0.5884615384615384, "iteration": 173579, "loss_box_reg": 0.24614172521978617, "loss_cls": 0.2314287710469216, "loss_mask": 0.2472139671444893, "loss_rpn_cls": 0.048802230128785595, "loss_rpn_loc": 0.07799586319015361, "loss_sem_seg": 0.31894570915028453, "lr": 0.02, "mask_rcnn/accuracy": 0.8979121687371086, "mask_rcnn/false_negative": 0.09445892198238655, "mask_rcnn/false_positive": 0.11387430484755397, "roi_head/num_bg_samples": 463.25, "roi_head/num_fg_samples": 48.75, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5685913820052519, "total_loss": 1.1963905371085275} {"data_time": 0.013039331002801191, "eta_seconds": 54435.62688233958, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.3628833134209478, "fast_rcnn/fg_cls_accuracy": 0.6165342243091927, "iteration": 173599, "loss_box_reg": 0.24381856620311737, "loss_cls": 0.2176889955298975, "loss_mask": 0.24972226982936263, "loss_rpn_cls": 0.03970503486925736, "loss_rpn_loc": 0.06684751430293545, "loss_sem_seg": 0.3307267678901553, "lr": 0.02, "mask_rcnn/accuracy": 0.8892057375036521, "mask_rcnn/false_negative": 0.10620871434059338, "mask_rcnn/false_positive": 0.11467463679981099, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.5789975635052542, "total_loss": 1.1477456688517123} {"data_time": 0.011950567990425043, "eta_seconds": 54432.46462897911, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.30785605123353466, "fast_rcnn/fg_cls_accuracy": 0.6564260612483963, "iteration": 173619, "loss_box_reg": 0.22894750395789742, "loss_cls": 0.2050404786132276, "loss_mask": 0.24623707868158817, "loss_rpn_cls": 0.040824868774507195, "loss_rpn_loc": 0.07944647775730118, "loss_sem_seg": 0.32106742076575756, "lr": 0.02, "mask_rcnn/accuracy": 0.8981674019927872, "mask_rcnn/false_negative": 0.09411176874879107, "mask_rcnn/false_positive": 0.12544429948935143, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5744294309988618, "total_loss": 1.0964374355389737} {"data_time": 0.012324333496508189, "eta_seconds": 54421.16936027906, "fast_rcnn/cls_accuracy": 0.9013671875, "fast_rcnn/false_negative": 0.3698324880897495, "fast_rcnn/fg_cls_accuracy": 0.5788579332147796, "iteration": 173639, "loss_box_reg": 0.23571146791800857, "loss_cls": 0.21521476097404957, "loss_mask": 0.24871873669326305, "loss_rpn_cls": 0.04150346187816467, "loss_rpn_loc": 0.08502425195183605, "loss_sem_seg": 0.29006997973192483, "lr": 0.02, "mask_rcnn/accuracy": 0.8877925341970645, "mask_rcnn/false_negative": 0.09228319992545467, "mask_rcnn/false_positive": 0.12313082631766545, "roi_head/num_bg_samples": 431.5, "roi_head/num_fg_samples": 80.5, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.5639253784902394, "total_loss": 1.15706307918299} {"data_time": 0.01156963800167432, "eta_seconds": 54412.249764190296, "fast_rcnn/cls_accuracy": 0.9580078125, "fast_rcnn/false_negative": 0.25185909980430526, "fast_rcnn/fg_cls_accuracy": 0.7407773386034255, "iteration": 173659, "loss_box_reg": 0.22742278198711574, "loss_cls": 0.20448144269175828, "loss_mask": 0.2389194443821907, "loss_rpn_cls": 0.04057600480155088, "loss_rpn_loc": 0.07151217834325507, "loss_sem_seg": 0.3431259256321937, "lr": 0.02, "mask_rcnn/accuracy": 0.9121000443533052, "mask_rcnn/false_negative": 0.08841760468604017, "mask_rcnn/false_positive": 0.09315716999107859, "roi_head/num_bg_samples": 457.25, "roi_head/num_fg_samples": 54.75, "rpn/num_neg_anchors": 238.0, "rpn/num_pos_anchors": 18.0, "time": 0.5836880790011492, "total_loss": 1.1629821279639145} {"data_time": 0.013679346498975065, "eta_seconds": 54418.773675776254, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.33073463268365816, "fast_rcnn/fg_cls_accuracy": 0.6371473354231976, "iteration": 173679, "loss_box_reg": 0.23127682553604245, "loss_cls": 0.20187867106869817, "loss_mask": 0.2553879898041487, "loss_rpn_cls": 0.04335629446723033, "loss_rpn_loc": 0.09122821121127345, "loss_sem_seg": 0.3257742002606392, "lr": 0.02, "mask_rcnn/accuracy": 0.8797100607683086, "mask_rcnn/false_negative": 0.09053983861512829, "mask_rcnn/false_positive": 0.12377185335698229, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5711999235063558, "total_loss": 1.1625272568780929} {"data_time": 0.012089898002159316, "eta_seconds": 54427.14287451693, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.4219235783772941, "fast_rcnn/fg_cls_accuracy": 0.5513599086473581, "iteration": 173699, "loss_box_reg": 0.22310150368139148, "loss_cls": 0.21406920300796628, "loss_mask": 0.25040395837277174, "loss_rpn_cls": 0.04349760076729581, "loss_rpn_loc": 0.08702567178988829, "loss_sem_seg": 0.34870270546525717, "lr": 0.02, "mask_rcnn/accuracy": 0.8925514819414608, "mask_rcnn/false_negative": 0.07810918962348905, "mask_rcnn/false_positive": 0.14263856309903625, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.5689305115010939, "total_loss": 1.130242451588856} {"data_time": 0.013283529006002937, "eta_seconds": 54425.18344753021, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.4454010462074978, "fast_rcnn/fg_cls_accuracy": 0.5279589934762348, "iteration": 173719, "loss_box_reg": 0.2295105487573892, "loss_cls": 0.22547432547435164, "loss_mask": 0.2576081701554358, "loss_rpn_cls": 0.03769382246537134, "loss_rpn_loc": 0.07560181259759702, "loss_sem_seg": 0.35214443458244205, "lr": 0.02, "mask_rcnn/accuracy": 0.8826688756476916, "mask_rcnn/false_negative": 0.0949510641656635, "mask_rcnn/false_positive": 0.1483540085374241, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 204.75, "rpn/num_pos_anchors": 51.25, "time": 0.5735004790039966, "total_loss": 1.1917074020020664} {"data_time": 0.012130390998208895, "eta_seconds": 54412.525396253724, "fast_rcnn/cls_accuracy": 0.90966796875, "fast_rcnn/false_negative": 0.40347035599349723, "fast_rcnn/fg_cls_accuracy": 0.5325489372132928, "iteration": 173739, "loss_box_reg": 0.23959649202879518, "loss_cls": 0.20094144926406443, "loss_mask": 0.24902319349348545, "loss_rpn_cls": 0.044482718454673886, "loss_rpn_loc": 0.06914486741879955, "loss_sem_seg": 0.35433298256248236, "lr": 0.02, "mask_rcnn/accuracy": 0.8722133141364574, "mask_rcnn/false_negative": 0.07814195903817775, "mask_rcnn/false_positive": 0.1340234489010154, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 0.5609322305026581, "total_loss": 1.1573659736604895} {"data_time": 0.011987834506726358, "eta_seconds": 54418.46903073033, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.3550420168067227, "fast_rcnn/fg_cls_accuracy": 0.6248108232056868, "iteration": 173759, "loss_box_reg": 0.24811486050020903, "loss_cls": 0.2281716400757432, "loss_mask": 0.2574356719851494, "loss_rpn_cls": 0.04527145985048264, "loss_rpn_loc": 0.08257523749489337, "loss_sem_seg": 0.28722803154960275, "lr": 0.02, "mask_rcnn/accuracy": 0.8817233338647958, "mask_rcnn/false_negative": 0.09742065850997385, "mask_rcnn/false_positive": 0.13915433660735982, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.5711443474938278, "total_loss": 1.1781954097677954} {"data_time": 0.011814845500339288, "eta_seconds": 54389.91498273371, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.2727272727272727, "fast_rcnn/fg_cls_accuracy": 0.7198610306890562, "iteration": 173779, "loss_box_reg": 0.23020995780825615, "loss_cls": 0.19952599285170436, "loss_mask": 0.24135608226060867, "loss_rpn_cls": 0.04722159216180444, "loss_rpn_loc": 0.07379286509240046, "loss_sem_seg": 0.31834860565140843, "lr": 0.02, "mask_rcnn/accuracy": 0.8852884907365233, "mask_rcnn/false_negative": 0.10331057733935933, "mask_rcnn/false_positive": 0.11040672075466987, "roi_head/num_bg_samples": 431.5, "roi_head/num_fg_samples": 80.5, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5532149295031559, "total_loss": 1.1347196603019256} {"data_time": 0.012895091509562917, "eta_seconds": 54370.62514066732, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.3574652777777778, "fast_rcnn/fg_cls_accuracy": 0.62073732718894, "iteration": 173799, "loss_box_reg": 0.2228183727711439, "loss_cls": 0.193274999037385, "loss_mask": 0.24280272983014584, "loss_rpn_cls": 0.042519760492723435, "loss_rpn_loc": 0.07233428052859381, "loss_sem_seg": 0.3344198293052614, "lr": 0.02, "mask_rcnn/accuracy": 0.8940657513005201, "mask_rcnn/false_negative": 0.09206332316373961, "mask_rcnn/false_positive": 0.1129975019852857, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.5619395635003457, "total_loss": 1.1174717536196113} {"data_time": 0.01235083700157702, "eta_seconds": 54368.65600862998, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.3210925499231951, "fast_rcnn/fg_cls_accuracy": 0.5817829457364341, "iteration": 173819, "loss_box_reg": 0.21981609193608165, "loss_cls": 0.1917852545157075, "loss_mask": 0.24672892689704895, "loss_rpn_cls": 0.0388388255960308, "loss_rpn_loc": 0.07122697235899977, "loss_sem_seg": 0.30141941644251347, "lr": 0.02, "mask_rcnn/accuracy": 0.8843498254564984, "mask_rcnn/false_negative": 0.09873944618766234, "mask_rcnn/false_positive": 0.14222433828536085, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5692250510037411, "total_loss": 1.1257594462367706} {"data_time": 0.013116325506416615, "eta_seconds": 54357.350520849934, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.3228329986613119, "fast_rcnn/fg_cls_accuracy": 0.6376811594202898, "iteration": 173839, "loss_box_reg": 0.22205827315337956, "loss_cls": 0.20539985690265894, "loss_mask": 0.25820119492709637, "loss_rpn_cls": 0.0403548943795613, "loss_rpn_loc": 0.0737099806428887, "loss_sem_seg": 0.3223680560477078, "lr": 0.02, "mask_rcnn/accuracy": 0.8935598907252063, "mask_rcnn/false_negative": 0.09136148037920207, "mask_rcnn/false_positive": 0.12196317912200624, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5625325110013364, "total_loss": 1.1534390525484923} {"data_time": 0.012076618491846602, "eta_seconds": 54348.221857742625, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.33621097445600756, "fast_rcnn/fg_cls_accuracy": 0.5144102564102564, "iteration": 173859, "loss_box_reg": 0.24583756504580379, "loss_cls": 0.222731793532148, "loss_mask": 0.2544524115510285, "loss_rpn_cls": 0.04537702427478507, "loss_rpn_loc": 0.07670520053943619, "loss_sem_seg": 0.308424299582839, "lr": 0.02, "mask_rcnn/accuracy": 0.8997725380020676, "mask_rcnn/false_negative": 0.09249751947783144, "mask_rcnn/false_positive": 0.10328857255946533, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5735602610075148, "total_loss": 1.1743936728453264} {"data_time": 0.012142801999289077, "eta_seconds": 54350.76181060127, "fast_rcnn/cls_accuracy": 0.91064453125, "fast_rcnn/false_negative": 0.36473921654929575, "fast_rcnn/fg_cls_accuracy": 0.5998677248677249, "iteration": 173879, "loss_box_reg": 0.2244813065044582, "loss_cls": 0.20222609245683998, "loss_mask": 0.23879671655595303, "loss_rpn_cls": 0.04344497370766476, "loss_rpn_loc": 0.07803196890745312, "loss_sem_seg": 0.2855220572091639, "lr": 0.02, "mask_rcnn/accuracy": 0.880989878590325, "mask_rcnn/false_negative": 0.10101617994065809, "mask_rcnn/false_positive": 0.14477737247257916, "roi_head/num_bg_samples": 427.0, "roi_head/num_fg_samples": 85.0, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5612636124933488, "total_loss": 1.076235841406742} {"data_time": 0.013493175501935184, "eta_seconds": 54325.60997650247, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3423438182612495, "fast_rcnn/fg_cls_accuracy": 0.6339285714285714, "iteration": 173899, "loss_box_reg": 0.24724833434447646, "loss_cls": 0.21989417704753578, "loss_mask": 0.24801246542483568, "loss_rpn_cls": 0.04390845983289182, "loss_rpn_loc": 0.09075724898139015, "loss_sem_seg": 0.303074560360983, "lr": 0.02, "mask_rcnn/accuracy": 0.9078326506891017, "mask_rcnn/false_negative": 0.07949751689034257, "mask_rcnn/false_positive": 0.10220514806573512, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5611183549990528, "total_loss": 1.1705659537983593} {"data_time": 0.01277506098995218, "eta_seconds": 54312.12856972975, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.35075925340082253, "fast_rcnn/fg_cls_accuracy": 0.5465042708003796, "iteration": 173919, "loss_box_reg": 0.20463840826414526, "loss_cls": 0.20942664332687855, "loss_mask": 0.24017682950943708, "loss_rpn_cls": 0.040002482157433406, "loss_rpn_loc": 0.068751392129343, "loss_sem_seg": 0.3267956473864615, "lr": 0.02, "mask_rcnn/accuracy": 0.9025243572005073, "mask_rcnn/false_negative": 0.06695167601041635, "mask_rcnn/false_positive": 0.12161199021100849, "roi_head/num_bg_samples": 456.75, "roi_head/num_fg_samples": 55.25, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.555370544498146, "total_loss": 1.0824152376735583} {"data_time": 0.0117266825036495, "eta_seconds": 54302.998095262315, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.31818974537844436, "fast_rcnn/fg_cls_accuracy": 0.6141217405215165, "iteration": 173939, "loss_box_reg": 0.20213799609337002, "loss_cls": 0.18070307234302163, "loss_mask": 0.24179373774677515, "loss_rpn_cls": 0.04309295289567672, "loss_rpn_loc": 0.0774349748971872, "loss_sem_seg": 0.3437216663733125, "lr": 0.02, "mask_rcnn/accuracy": 0.8847124042097463, "mask_rcnn/false_negative": 0.08829951326276386, "mask_rcnn/false_positive": 0.12405341266405005, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5631995325020398, "total_loss": 1.071137036953587} {"data_time": 0.012423718995705713, "eta_seconds": 54291.69215464224, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.31233618731434565, "fast_rcnn/fg_cls_accuracy": 0.6616347569955818, "iteration": 173959, "loss_box_reg": 0.2189557678066194, "loss_cls": 0.21639219368807971, "loss_mask": 0.2500768452882767, "loss_rpn_cls": 0.038055038792663254, "loss_rpn_loc": 0.06827793043339625, "loss_sem_seg": 0.31403761729598045, "lr": 0.02, "mask_rcnn/accuracy": 0.8978086982215567, "mask_rcnn/false_negative": 0.0947111475091294, "mask_rcnn/false_positive": 0.11985761590001642, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5599237139977049, "total_loss": 1.1021885068912525} {"data_time": 0.012729433001368307, "eta_seconds": 54278.21210638961, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.335545193687231, "fast_rcnn/fg_cls_accuracy": 0.6595052083333333, "iteration": 173979, "loss_box_reg": 0.22845890326425433, "loss_cls": 0.21456858655437827, "loss_mask": 0.2541096364147961, "loss_rpn_cls": 0.03820832647033967, "loss_rpn_loc": 0.0741616939776577, "loss_sem_seg": 0.30160033563151956, "lr": 0.02, "mask_rcnn/accuracy": 0.8871859941893424, "mask_rcnn/false_negative": 0.10149590106373924, "mask_rcnn/false_positive": 0.13456946775829745, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.5613214400000288, "total_loss": 1.163270621400443} {"data_time": 0.01216054150427226, "eta_seconds": 54264.46286465122, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.34005625046258603, "fast_rcnn/fg_cls_accuracy": 0.6272577996715928, "iteration": 173999, "loss_box_reg": 0.230259430129081, "loss_cls": 0.1999688323121518, "loss_mask": 0.2362662134692073, "loss_rpn_cls": 0.041185017151292413, "loss_rpn_loc": 0.07647022964374628, "loss_sem_seg": 0.31571617303416133, "lr": 0.02, "mask_rcnn/accuracy": 0.8884196913543898, "mask_rcnn/false_negative": 0.0840551442786617, "mask_rcnn/false_positive": 0.11661925395252795, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.564578049503325, "total_loss": 1.1182000825647265} {"data_time": 0.012284121505217627, "eta_seconds": 54268.64187752584, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.32801337589299284, "fast_rcnn/fg_cls_accuracy": 0.6080610021786492, "iteration": 174019, "loss_box_reg": 0.2190890247002244, "loss_cls": 0.20498876506462693, "loss_mask": 0.2501547303982079, "loss_rpn_cls": 0.0444552748958813, "loss_rpn_loc": 0.0802849406391033, "loss_sem_seg": 0.3006239626556635, "lr": 0.02, "mask_rcnn/accuracy": 0.8895995844998976, "mask_rcnn/false_negative": 0.08229186141246284, "mask_rcnn/false_positive": 0.15136562968287598, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.5710699680057587, "total_loss": 1.1182602255430538} {"data_time": 0.012687978000030853, "eta_seconds": 54282.974595159896, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.31798735119047616, "fast_rcnn/fg_cls_accuracy": 0.6334684423856398, "iteration": 174039, "loss_box_reg": 0.22982902778312564, "loss_cls": 0.19788801355753094, "loss_mask": 0.2462932844646275, "loss_rpn_cls": 0.034826638526283205, "loss_rpn_loc": 0.07146040114457719, "loss_sem_seg": 0.31172466557472944, "lr": 0.02, "mask_rcnn/accuracy": 0.8973561339945462, "mask_rcnn/false_negative": 0.09571323887164639, "mask_rcnn/false_positive": 0.11220958352059818, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5764045280011487, "total_loss": 1.1379147588158958} {"data_time": 0.013308118999702856, "eta_seconds": 54241.33323252077, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.38958073889580735, "fast_rcnn/fg_cls_accuracy": 0.5973829201101928, "iteration": 174059, "loss_box_reg": 0.24263710505329072, "loss_cls": 0.2219474131707102, "loss_mask": 0.2572544254362583, "loss_rpn_cls": 0.0472009600198362, "loss_rpn_loc": 0.08078466809820384, "loss_sem_seg": 0.3263111184351146, "lr": 0.02, "mask_rcnn/accuracy": 0.8843229623137598, "mask_rcnn/false_negative": 0.09749264605954257, "mask_rcnn/false_positive": 0.12902999563884188, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.556861865989049, "total_loss": 1.171186818741262} {"data_time": 0.012191615001938771, "eta_seconds": 54234.71726210559, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.38691588785046727, "fast_rcnn/fg_cls_accuracy": 0.5783290578358209, "iteration": 174079, "loss_box_reg": 0.21942564100027084, "loss_cls": 0.22278258949518204, "loss_mask": 0.26363490242511034, "loss_rpn_cls": 0.039090593374567106, "loss_rpn_loc": 0.0658139189472422, "loss_sem_seg": 0.31821834947913885, "lr": 0.02, "mask_rcnn/accuracy": 0.8870327359799641, "mask_rcnn/false_negative": 0.10050176011441725, "mask_rcnn/false_positive": 0.11638976847711446, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.5713143445027526, "total_loss": 1.180169272411149} {"data_time": 0.012466416497773025, "eta_seconds": 54218.71877854071, "fast_rcnn/cls_accuracy": 0.90185546875, "fast_rcnn/false_negative": 0.3250377073906485, "fast_rcnn/fg_cls_accuracy": 0.6587510605203619, "iteration": 174099, "loss_box_reg": 0.25769504997879267, "loss_cls": 0.23208066076040268, "loss_mask": 0.25343561451882124, "loss_rpn_cls": 0.04037454997887835, "loss_rpn_loc": 0.08734260630444624, "loss_sem_seg": 0.32408760860562325, "lr": 0.02, "mask_rcnn/accuracy": 0.8874188134011374, "mask_rcnn/false_negative": 0.10487471242363554, "mask_rcnn/false_positive": 0.12145559740037193, "roi_head/num_bg_samples": 409.25, "roi_head/num_fg_samples": 102.75, "rpn/num_neg_anchors": 201.25, "rpn/num_pos_anchors": 54.75, "time": 0.5646137809962966, "total_loss": 1.1600003518542508} {"data_time": 0.012245753001479898, "eta_seconds": 54212.10085182542, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.3595238095238095, "fast_rcnn/fg_cls_accuracy": 0.6110221674876848, "iteration": 174119, "loss_box_reg": 0.21586151886731386, "loss_cls": 0.19136779243126512, "loss_mask": 0.24039884516969323, "loss_rpn_cls": 0.048083222267450765, "loss_rpn_loc": 0.07079534889635397, "loss_sem_seg": 0.34958669636398554, "lr": 0.02, "mask_rcnn/accuracy": 0.8894062297953285, "mask_rcnn/false_negative": 0.10296417919894918, "mask_rcnn/false_positive": 0.13749429028383117, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.5578188319996116, "total_loss": 1.1055154770438094} {"data_time": 0.012627801508642733, "eta_seconds": 54208.31610597704, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.31467710371819957, "fast_rcnn/fg_cls_accuracy": 0.6094813456676945, "iteration": 174139, "loss_box_reg": 0.2272220749873668, "loss_cls": 0.22042394382879138, "loss_mask": 0.25206052884459496, "loss_rpn_cls": 0.044657024438492954, "loss_rpn_loc": 0.08150038437452167, "loss_sem_seg": 0.3156387796625495, "lr": 0.02, "mask_rcnn/accuracy": 0.8884173861852434, "mask_rcnn/false_negative": 0.11425235432981856, "mask_rcnn/false_positive": 0.11457061674896635, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5637149070025771, "total_loss": 1.1791725991788553} {"data_time": 0.012011057006020565, "eta_seconds": 54206.68799647679, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.3337436332767402, "fast_rcnn/fg_cls_accuracy": 0.6155737704918033, "iteration": 174159, "loss_box_reg": 0.21995757287368178, "loss_cls": 0.2184046467882581, "loss_mask": 0.2517447117716074, "loss_rpn_cls": 0.03952868668420706, "loss_rpn_loc": 0.08389100630301982, "loss_sem_seg": 0.32131705339998007, "lr": 0.02, "mask_rcnn/accuracy": 0.9004258278005268, "mask_rcnn/false_negative": 0.09207471903011247, "mask_rcnn/false_positive": 0.11069486042977186, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5618202359983115, "total_loss": 1.1450328390055802} {"data_time": 0.01343107199500082, "eta_seconds": 54195.37620131679, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.3162538109756098, "fast_rcnn/fg_cls_accuracy": 0.6451981707317074, "iteration": 174179, "loss_box_reg": 0.22778763121459633, "loss_cls": 0.21034674579277635, "loss_mask": 0.24686890747398138, "loss_rpn_cls": 0.04228777001844719, "loss_rpn_loc": 0.08684433321468532, "loss_sem_seg": 0.3282627002336085, "lr": 0.02, "mask_rcnn/accuracy": 0.9067276910764306, "mask_rcnn/false_negative": 0.07992850211941804, "mask_rcnn/false_positive": 0.0928788775150387, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5534099574942957, "total_loss": 1.149380820861552} {"data_time": 0.012949255004059523, "eta_seconds": 54184.06440615679, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.24639258879781423, "fast_rcnn/fg_cls_accuracy": 0.6726546479835953, "iteration": 174199, "loss_box_reg": 0.23239281261339784, "loss_cls": 0.2170457928441465, "loss_mask": 0.25841418001800776, "loss_rpn_cls": 0.040503895230358467, "loss_rpn_loc": 0.08513118576956913, "loss_sem_seg": 0.36580356303602457, "lr": 0.02, "mask_rcnn/accuracy": 0.895192315323848, "mask_rcnn/false_negative": 0.07347462012776088, "mask_rcnn/false_positive": 0.12652430458785613, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 236.0, "rpn/num_pos_anchors": 20.0, "time": 0.572328476999246, "total_loss": 1.2041264051222242} {"data_time": 0.012215003494929988, "eta_seconds": 54185.19700548698, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.3049407114624506, "fast_rcnn/fg_cls_accuracy": 0.655484068627451, "iteration": 174219, "loss_box_reg": 0.2135573010891676, "loss_cls": 0.19818474096246064, "loss_mask": 0.2585108382627368, "loss_rpn_cls": 0.03427421359810978, "loss_rpn_loc": 0.05967881274409592, "loss_sem_seg": 0.3498678831383586, "lr": 0.02, "mask_rcnn/accuracy": 0.8992264113437582, "mask_rcnn/false_negative": 0.07340901281895801, "mask_rcnn/false_positive": 0.12420901827141845, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5755413965016487, "total_loss": 1.125862591637997} {"data_time": 0.01247108650568407, "eta_seconds": 54161.44081583679, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.33698733698733696, "fast_rcnn/fg_cls_accuracy": 0.6286929993577393, "iteration": 174239, "loss_box_reg": 0.22355550294741988, "loss_cls": 0.20249212998896837, "loss_mask": 0.2516757007688284, "loss_rpn_cls": 0.041522857165546156, "loss_rpn_loc": 0.06556561077013612, "loss_sem_seg": 0.30451718624681234, "lr": 0.02, "mask_rcnn/accuracy": 0.8936976343385672, "mask_rcnn/false_negative": 0.0955084707046795, "mask_rcnn/false_positive": 0.11023468099566994, "roi_head/num_bg_samples": 456.25, "roi_head/num_fg_samples": 55.75, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5561065025030985, "total_loss": 1.1059571699006483} {"data_time": 0.011931311491935048, "eta_seconds": 54158.5255542898, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.3189189189189189, "fast_rcnn/fg_cls_accuracy": 0.6375411184210527, "iteration": 174259, "loss_box_reg": 0.22727989219129086, "loss_cls": 0.22226180881261826, "loss_mask": 0.25439086090773344, "loss_rpn_cls": 0.03821315913228318, "loss_rpn_loc": 0.07998926931759343, "loss_sem_seg": 0.30372030194848776, "lr": 0.02, "mask_rcnn/accuracy": 0.8925347558378189, "mask_rcnn/false_negative": 0.07033561623947424, "mask_rcnn/false_positive": 0.11477668331466945, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.5645205529945088, "total_loss": 1.1733425873098895} {"data_time": 0.011792983998020645, "eta_seconds": 54117.09865752005, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.34991974317817015, "fast_rcnn/fg_cls_accuracy": 0.5992341245688781, "iteration": 174279, "loss_box_reg": 0.2266730722039938, "loss_cls": 0.21973293484188616, "loss_mask": 0.24519295804202557, "loss_rpn_cls": 0.04575754073448479, "loss_rpn_loc": 0.08278398070251569, "loss_sem_seg": 0.29373778449371457, "lr": 0.02, "mask_rcnn/accuracy": 0.8819472591310049, "mask_rcnn/false_negative": 0.09572498330531581, "mask_rcnn/false_positive": 0.1274955808620189, "roi_head/num_bg_samples": 420.75, "roi_head/num_fg_samples": 91.25, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.5714369060005993, "total_loss": 1.1344992118392838} {"data_time": 0.011727899000106845, "eta_seconds": 54097.32430190888, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.36141304347826086, "fast_rcnn/fg_cls_accuracy": 0.5244565217391304, "iteration": 174299, "loss_box_reg": 0.22994960006326437, "loss_cls": 0.20241404953412712, "loss_mask": 0.2620346201583743, "loss_rpn_cls": 0.046728520712349564, "loss_rpn_loc": 0.0721942046075128, "loss_sem_seg": 0.2903448105789721, "lr": 0.02, "mask_rcnn/accuracy": 0.8940967410101059, "mask_rcnn/false_negative": 0.08413829092618613, "mask_rcnn/false_positive": 0.12072751940859289, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5611626600002637, "total_loss": 1.0814349619904533} {"data_time": 0.011903157501365058, "eta_seconds": 54067.03819070807, "fast_rcnn/cls_accuracy": 0.95654296875, "fast_rcnn/false_negative": 0.24773323342075684, "fast_rcnn/fg_cls_accuracy": 0.6933841647682366, "iteration": 174319, "loss_box_reg": 0.23448383482173085, "loss_cls": 0.22222474729642272, "loss_mask": 0.2539740512147546, "loss_rpn_cls": 0.045904439175501466, "loss_rpn_loc": 0.07459950528573245, "loss_sem_seg": 0.2926532253623009, "lr": 0.02, "mask_rcnn/accuracy": 0.904561824729892, "mask_rcnn/false_negative": 0.07896754849148044, "mask_rcnn/false_positive": 0.12119712550135303, "roi_head/num_bg_samples": 460.75, "roi_head/num_fg_samples": 51.25, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5660308855003677, "total_loss": 1.1350023915292695} {"data_time": 0.012870357000792865, "eta_seconds": 54055.73667040817, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.30012274959083474, "fast_rcnn/fg_cls_accuracy": 0.6604938271604939, "iteration": 174339, "loss_box_reg": 0.23024840094149113, "loss_cls": 0.21460262453183532, "loss_mask": 0.25207132659852505, "loss_rpn_cls": 0.043774397621746175, "loss_rpn_loc": 0.07205141131998971, "loss_sem_seg": 0.3185929609462619, "lr": 0.02, "mask_rcnn/accuracy": 0.8991710104952056, "mask_rcnn/false_negative": 0.07600241826577622, "mask_rcnn/false_positive": 0.1328152738443284, "roi_head/num_bg_samples": 431.25, "roi_head/num_fg_samples": 80.75, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5639425685076276, "total_loss": 1.146184525830904} {"data_time": 0.013600376500107814, "eta_seconds": 54044.43515010828, "fast_rcnn/cls_accuracy": 0.9140625, "fast_rcnn/false_negative": 0.34855749528727153, "fast_rcnn/fg_cls_accuracy": 0.6189379026485325, "iteration": 174359, "loss_box_reg": 0.2296745553612709, "loss_cls": 0.20052918815054, "loss_mask": 0.25122974067926407, "loss_rpn_cls": 0.04298757211654447, "loss_rpn_loc": 0.07809419033583254, "loss_sem_seg": 0.33869729191064835, "lr": 0.02, "mask_rcnn/accuracy": 0.8783134072290888, "mask_rcnn/false_negative": 0.08363858305925417, "mask_rcnn/false_positive": 0.13800271146116627, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5652662345019053, "total_loss": 1.1818498347347486} {"data_time": 0.013335009505681228, "eta_seconds": 54060.562371169595, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.38386140870754504, "fast_rcnn/fg_cls_accuracy": 0.4964788732394366, "iteration": 174379, "loss_box_reg": 0.2179034862201661, "loss_cls": 0.22753568401094526, "loss_mask": 0.24908053781837225, "loss_rpn_cls": 0.038311786483973265, "loss_rpn_loc": 0.07627664622850716, "loss_sem_seg": 0.3273898088373244, "lr": 0.02, "mask_rcnn/accuracy": 0.8963209971205848, "mask_rcnn/false_negative": 0.08439316032761876, "mask_rcnn/false_positive": 0.10469296380651476, "roi_head/num_bg_samples": 460.0, "roi_head/num_fg_samples": 52.0, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5648283989939955, "total_loss": 1.1667651197203668} {"data_time": 0.011986202996922657, "eta_seconds": 54042.414909733656, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.27454521134296417, "fast_rcnn/fg_cls_accuracy": 0.6849540972458348, "iteration": 174399, "loss_box_reg": 0.22881546732969582, "loss_cls": 0.20820161583833396, "loss_mask": 0.25359071418643, "loss_rpn_cls": 0.044313662801869214, "loss_rpn_loc": 0.08123607754532713, "loss_sem_seg": 0.30426578782498837, "lr": 0.02, "mask_rcnn/accuracy": 0.8836300627079026, "mask_rcnn/false_negative": 0.095687535190838, "mask_rcnn/false_positive": 0.12424645734707539, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.5565281705057714, "total_loss": 1.149639624170959} {"data_time": 0.011869276502693538, "eta_seconds": 54072.05306878662, "fast_rcnn/cls_accuracy": 0.912109375, "fast_rcnn/false_negative": 0.3827455779285794, "fast_rcnn/fg_cls_accuracy": 0.5560397867104183, "iteration": 174419, "loss_box_reg": 0.21348667051643133, "loss_cls": 0.2312777335755527, "loss_mask": 0.2599969608709216, "loss_rpn_cls": 0.03619515121681616, "loss_rpn_loc": 0.07900645810877904, "loss_sem_seg": 0.32845086295856163, "lr": 0.02, "mask_rcnn/accuracy": 0.8891212406015037, "mask_rcnn/false_negative": 0.08184865447617595, "mask_rcnn/false_positive": 0.13731685894621493, "roi_head/num_bg_samples": 433.0, "roi_head/num_fg_samples": 79.0, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.582846277000499, "total_loss": 1.1831499180407263} {"data_time": 0.012398705999657977, "eta_seconds": 54067.498755812325, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.42698688271604934, "fast_rcnn/fg_cls_accuracy": 0.5642536475869808, "iteration": 174439, "loss_box_reg": 0.24785909242928028, "loss_cls": 0.23439287790097296, "loss_mask": 0.25207147281616926, "loss_rpn_cls": 0.0435326904989779, "loss_rpn_loc": 0.08061996859032661, "loss_sem_seg": 0.3168075028806925, "lr": 0.02, "mask_rcnn/accuracy": 0.8928110100345124, "mask_rcnn/false_negative": 0.09442981918978315, "mask_rcnn/false_positive": 0.11694059764405577, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5695491950027645, "total_loss": 1.2136215615901165} {"data_time": 0.0120693385033519, "eta_seconds": 54041.885093740006, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.33213674400912896, "fast_rcnn/fg_cls_accuracy": 0.6522562364281552, "iteration": 174459, "loss_box_reg": 0.2236882708966732, "loss_cls": 0.21425879141315818, "loss_mask": 0.260043160058558, "loss_rpn_cls": 0.04483498266199604, "loss_rpn_loc": 0.07845118537079543, "loss_sem_seg": 0.34886189573444426, "lr": 0.02, "mask_rcnn/accuracy": 0.8952430513164497, "mask_rcnn/false_negative": 0.09372654929735054, "mask_rcnn/false_positive": 0.111762172129131, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5551776735010208, "total_loss": 1.1628353360574692} {"data_time": 0.01320788249722682, "eta_seconds": 54001.863298187374, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3033088235294118, "fast_rcnn/fg_cls_accuracy": 0.6692708333333333, "iteration": 174479, "loss_box_reg": 0.263146810233593, "loss_cls": 0.23153048614040017, "loss_mask": 0.252861550077796, "loss_rpn_cls": 0.047739611531142145, "loss_rpn_loc": 0.07863610074855387, "loss_sem_seg": 0.3497897260822356, "lr": 0.02, "mask_rcnn/accuracy": 0.8891155121564305, "mask_rcnn/false_negative": 0.08989954605020181, "mask_rcnn/false_positive": 0.1307914202062234, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5695532514946535, "total_loss": 1.2351054425816983} {"data_time": 0.01262205950479256, "eta_seconds": 54028.93939600927, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.3355860805860806, "fast_rcnn/fg_cls_accuracy": 0.6383516483516484, "iteration": 174499, "loss_box_reg": 0.23228791682049632, "loss_cls": 0.21051459899172187, "loss_mask": 0.25552553310990334, "loss_rpn_cls": 0.04380415176274255, "loss_rpn_loc": 0.07683596492279321, "loss_sem_seg": 0.277848063968122, "lr": 0.02, "mask_rcnn/accuracy": 0.9028129977189288, "mask_rcnn/false_negative": 0.08950247566884414, "mask_rcnn/false_positive": 0.09789905994094814, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5665269139935845, "total_loss": 1.102692570828367} {"data_time": 0.011844257496704813, "eta_seconds": 53962.680918357255, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3675478065241845, "fast_rcnn/fg_cls_accuracy": 0.6150020721094074, "iteration": 174519, "loss_box_reg": 0.22748532891273499, "loss_cls": 0.20503545901738107, "loss_mask": 0.2521617766469717, "loss_rpn_cls": 0.04985305416630581, "loss_rpn_loc": 0.07490201755717862, "loss_sem_seg": 0.2951974696479738, "lr": 0.02, "mask_rcnn/accuracy": 0.8826953799590369, "mask_rcnn/false_negative": 0.11031808340130031, "mask_rcnn/false_positive": 0.11422130090517851, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5604945314989891, "total_loss": 1.136275644581474} {"data_time": 0.012595476502610836, "eta_seconds": 53939.9695178059, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.34752202643171803, "fast_rcnn/fg_cls_accuracy": 0.6196969696969696, "iteration": 174539, "loss_box_reg": 0.22945831483229995, "loss_cls": 0.21684012375772, "loss_mask": 0.263064534869045, "loss_rpn_cls": 0.046067425049841404, "loss_rpn_loc": 0.07864290481666103, "loss_sem_seg": 0.3205581735819578, "lr": 0.02, "mask_rcnn/accuracy": 0.8776725924744898, "mask_rcnn/false_negative": 0.1029640124693002, "mask_rcnn/false_positive": 0.12740571889594118, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5565496275012265, "total_loss": 1.1186174451868283} {"data_time": 0.012479014003474731, "eta_seconds": 53919.381019779714, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.3750484308407594, "fast_rcnn/fg_cls_accuracy": 0.597752808988764, "iteration": 174559, "loss_box_reg": 0.2220895050559193, "loss_cls": 0.1983368368819356, "loss_mask": 0.25352263543754816, "loss_rpn_cls": 0.04186728559579933, "loss_rpn_loc": 0.07441403262782842, "loss_sem_seg": 0.2906192010268569, "lr": 0.02, "mask_rcnn/accuracy": 0.8879056831065759, "mask_rcnn/false_negative": 0.09216719735027412, "mask_rcnn/false_positive": 0.11451311994320494, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5574967890061089, "total_loss": 1.0971999096000218} {"data_time": 0.012594525491294917, "eta_seconds": 53887.77242630795, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.32271971288515405, "fast_rcnn/fg_cls_accuracy": 0.6088541666666667, "iteration": 174579, "loss_box_reg": 0.2434471994638443, "loss_cls": 0.22349779307842255, "loss_mask": 0.2620107429102063, "loss_rpn_cls": 0.03706816252088174, "loss_rpn_loc": 0.07225216121878475, "loss_sem_seg": 0.2836119420826435, "lr": 0.02, "mask_rcnn/accuracy": 0.9026664237123421, "mask_rcnn/false_negative": 0.0830089651008839, "mask_rcnn/false_positive": 0.14080515640995606, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5686089800074114, "total_loss": 1.1370162027596962} {"data_time": 0.013375715003348887, "eta_seconds": 53888.37724280193, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.26562346948770693, "fast_rcnn/fg_cls_accuracy": 0.6551465395480226, "iteration": 174599, "loss_box_reg": 0.22671118285506964, "loss_cls": 0.20747067965567112, "loss_mask": 0.26152861025184393, "loss_rpn_cls": 0.042371527873910964, "loss_rpn_loc": 0.07691839555627666, "loss_sem_seg": 0.30105171422474086, "lr": 0.02, "mask_rcnn/accuracy": 0.8995978433024189, "mask_rcnn/false_negative": 0.09402403735242039, "mask_rcnn/false_positive": 0.09661940327422773, "roi_head/num_bg_samples": 427.75, "roi_head/num_fg_samples": 84.25, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5689544130000286, "total_loss": 1.1460861917585135} {"data_time": 0.012976618505490478, "eta_seconds": 53885.484027279774, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.24118683901292598, "fast_rcnn/fg_cls_accuracy": 0.7055335968379447, "iteration": 174619, "loss_box_reg": 0.23373423656448722, "loss_cls": 0.20859674038365483, "loss_mask": 0.24931805860251188, "loss_rpn_cls": 0.04051108210842358, "loss_rpn_loc": 0.06742927024606615, "loss_sem_seg": 0.3158436515368521, "lr": 0.02, "mask_rcnn/accuracy": 0.8959423307853607, "mask_rcnn/false_negative": 0.09086040938351164, "mask_rcnn/false_positive": 0.12299225543371692, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5749604765005643, "total_loss": 1.1527073251199909} {"data_time": 0.012756236996210646, "eta_seconds": 53874.185029779794, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.32601117318435757, "fast_rcnn/fg_cls_accuracy": 0.5922456140350877, "iteration": 174639, "loss_box_reg": 0.24755946337245405, "loss_cls": 0.22111792617943138, "loss_mask": 0.24852055544033647, "loss_rpn_cls": 0.04941898558172397, "loss_rpn_loc": 0.08079347183229402, "loss_sem_seg": 0.3177920817397535, "lr": 0.02, "mask_rcnn/accuracy": 0.8751699377010089, "mask_rcnn/false_negative": 0.09770591784012059, "mask_rcnn/false_positive": 0.1434273314034929, "roi_head/num_bg_samples": 429.0, "roi_head/num_fg_samples": 83.0, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5663351519979187, "total_loss": 1.1705440883815754} {"data_time": 0.011999639005807694, "eta_seconds": 53874.91234560987, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.4246783088235294, "fast_rcnn/fg_cls_accuracy": 0.5744502314814814, "iteration": 174659, "loss_box_reg": 0.2527407808229327, "loss_cls": 0.2189820792991668, "loss_mask": 0.25748600345104933, "loss_rpn_cls": 0.03979786194395274, "loss_rpn_loc": 0.07806765269924654, "loss_sem_seg": 0.2978631283622235, "lr": 0.02, "mask_rcnn/accuracy": 0.8840916518781425, "mask_rcnn/false_negative": 0.07992567928599026, "mask_rcnn/false_positive": 0.13918153260102933, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5772349279941409, "total_loss": 1.1787675295490772} {"data_time": 0.012481974496040493, "eta_seconds": 53843.1883016019, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.34408229311141936, "fast_rcnn/fg_cls_accuracy": 0.5921003766778078, "iteration": 174679, "loss_box_reg": 0.2351193561917171, "loss_cls": 0.22341984696686268, "loss_mask": 0.2540059508755803, "loss_rpn_cls": 0.0468266288517043, "loss_rpn_loc": 0.0767486440599896, "loss_sem_seg": 0.3436871920712292, "lr": 0.02, "mask_rcnn/accuracy": 0.8947658734145323, "mask_rcnn/false_negative": 0.08805083532069816, "mask_rcnn/false_positive": 0.12433631413032795, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 236.75, "rpn/num_pos_anchors": 19.25, "time": 0.5541802540028584, "total_loss": 1.1590809818007983} {"data_time": 0.012539966999611352, "eta_seconds": 53852.30930501008, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.37609198950455314, "fast_rcnn/fg_cls_accuracy": 0.5830220713073004, "iteration": 174699, "loss_box_reg": 0.2308124217670411, "loss_cls": 0.2092786212451756, "loss_mask": 0.24723116867244244, "loss_rpn_cls": 0.03843094690819271, "loss_rpn_loc": 0.071599465678446, "loss_sem_seg": 0.29455979354679585, "lr": 0.02, "mask_rcnn/accuracy": 0.9004189149280454, "mask_rcnn/false_negative": 0.08969174263303802, "mask_rcnn/false_positive": 0.114390981176541, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.5730260985001223, "total_loss": 1.0877218620153144} {"data_time": 0.011893382492417004, "eta_seconds": 53838.261024146654, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.34298763506739444, "fast_rcnn/fg_cls_accuracy": 0.6380272646448681, "iteration": 174719, "loss_box_reg": 0.23986249323934317, "loss_cls": 0.21824833750724792, "loss_mask": 0.24350663553923368, "loss_rpn_cls": 0.0455699222657131, "loss_rpn_loc": 0.08702670782804489, "loss_sem_seg": 0.3265203149057925, "lr": 0.02, "mask_rcnn/accuracy": 0.9015758925884851, "mask_rcnn/false_negative": 0.08422015200722519, "mask_rcnn/false_positive": 0.11203715153704286, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.5742389949955395, "total_loss": 1.1688362828281242} {"data_time": 0.012780565994034987, "eta_seconds": 53853.78843620664, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.2721313603322949, "fast_rcnn/fg_cls_accuracy": 0.6450788551401869, "iteration": 174739, "loss_box_reg": 0.24004479311406612, "loss_cls": 0.22317168395966291, "loss_mask": 0.2540221828967333, "loss_rpn_cls": 0.04963278947980143, "loss_rpn_loc": 0.09414387831930071, "loss_sem_seg": 0.29700013948604465, "lr": 0.02, "mask_rcnn/accuracy": 0.8876218957134135, "mask_rcnn/false_negative": 0.09170359793079681, "mask_rcnn/false_positive": 0.1179922770420924, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5758149180037435, "total_loss": 1.1634645709418692} {"data_time": 0.012134423996030819, "eta_seconds": 53818.4047441104, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.2970454381275735, "fast_rcnn/fg_cls_accuracy": 0.6970490500614028, "iteration": 174759, "loss_box_reg": 0.24013304291293025, "loss_cls": 0.20394708076491952, "loss_mask": 0.2521401001140475, "loss_rpn_cls": 0.04007097420981154, "loss_rpn_loc": 0.0670963907323312, "loss_sem_seg": 0.3189463661983609, "lr": 0.02, "mask_rcnn/accuracy": 0.8895370505490984, "mask_rcnn/false_negative": 0.08977134182729757, "mask_rcnn/false_positive": 0.11704246493177509, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.564542870502919, "total_loss": 1.087454721040558} {"data_time": 0.012372223995043896, "eta_seconds": 53846.403312371454, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.29166666666666663, "fast_rcnn/fg_cls_accuracy": 0.6408524549716259, "iteration": 174779, "loss_box_reg": 0.2505784765817225, "loss_cls": 0.21148593071848154, "loss_mask": 0.2504510348662734, "loss_rpn_cls": 0.05076640969491564, "loss_rpn_loc": 0.07667348571703769, "loss_sem_seg": 0.3354619387537241, "lr": 0.02, "mask_rcnn/accuracy": 0.8788695997879672, "mask_rcnn/false_negative": 0.09667461102125693, "mask_rcnn/false_positive": 0.13969571460085095, "roi_head/num_bg_samples": 432.5, "roi_head/num_fg_samples": 79.5, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5720994350049295, "total_loss": 1.2294989161309786} {"data_time": 0.012549966995720752, "eta_seconds": 53827.196233087416, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.31618528283796743, "fast_rcnn/fg_cls_accuracy": 0.6642156862745098, "iteration": 174799, "loss_box_reg": 0.23571450728923082, "loss_cls": 0.21068771951831877, "loss_mask": 0.2578227585181594, "loss_rpn_cls": 0.04861997999250889, "loss_rpn_loc": 0.0896783268544823, "loss_sem_seg": 0.34497207240201533, "lr": 0.02, "mask_rcnn/accuracy": 0.8798812702278284, "mask_rcnn/false_negative": 0.10995338491700199, "mask_rcnn/false_positive": 0.11727115787484849, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.5571930240039364, "total_loss": 1.1695571447780821} {"data_time": 0.01267490549798822, "eta_seconds": 53859.68855731059, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.31613685344827586, "fast_rcnn/fg_cls_accuracy": 0.623047304730473, "iteration": 174819, "loss_box_reg": 0.22706825379282236, "loss_cls": 0.2037562089972198, "loss_mask": 0.249980173073709, "loss_rpn_cls": 0.04615944845136255, "loss_rpn_loc": 0.07997723954031244, "loss_sem_seg": 0.2881589839234948, "lr": 0.02, "mask_rcnn/accuracy": 0.8994976463477539, "mask_rcnn/false_negative": 0.07084831930565046, "mask_rcnn/false_positive": 0.11042491124386422, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.5772172594952281, "total_loss": 1.1373017965524923} {"data_time": 0.013201761503296439, "eta_seconds": 53869.90969295236, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3038461538461539, "fast_rcnn/fg_cls_accuracy": 0.6533431202455625, "iteration": 174839, "loss_box_reg": 0.2430141782388091, "loss_cls": 0.23689267644658685, "loss_mask": 0.2625539703294635, "loss_rpn_cls": 0.044838930771220475, "loss_rpn_loc": 0.0803039325401187, "loss_sem_seg": 0.32556722965091467, "lr": 0.02, "mask_rcnn/accuracy": 0.8748332597817597, "mask_rcnn/false_negative": 0.11738761697812997, "mask_rcnn/false_positive": 0.11542283016811941, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5698325660050614, "total_loss": 1.223582364662434} {"data_time": 0.012521165001089685, "eta_seconds": 53838.8402855195, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.2583333333333333, "fast_rcnn/fg_cls_accuracy": 0.6980590486604702, "iteration": 174859, "loss_box_reg": 0.21650727791711688, "loss_cls": 0.20081293629482388, "loss_mask": 0.25771863013505936, "loss_rpn_cls": 0.03861366049386561, "loss_rpn_loc": 0.06532110688567627, "loss_sem_seg": 0.3203251324594021, "lr": 0.02, "mask_rcnn/accuracy": 0.8936455141920292, "mask_rcnn/false_negative": 0.08838767939857281, "mask_rcnn/false_positive": 0.12229602149803938, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.558135407496593, "total_loss": 1.0787120070017409} {"data_time": 0.013099851996230427, "eta_seconds": 53847.26600081253, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.27695894119416453, "fast_rcnn/fg_cls_accuracy": 0.7039520112914608, "iteration": 174879, "loss_box_reg": 0.23871054127812386, "loss_cls": 0.20089637208729982, "loss_mask": 0.25495662819594145, "loss_rpn_cls": 0.046718512079678476, "loss_rpn_loc": 0.08222707908134907, "loss_sem_seg": 0.3613823177292943, "lr": 0.02, "mask_rcnn/accuracy": 0.9032196764399978, "mask_rcnn/false_negative": 0.07867012392885224, "mask_rcnn/false_positive": 0.11317504901523248, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5817592465027701, "total_loss": 1.160785959160421} {"data_time": 0.011689152495819144, "eta_seconds": 53847.47876497682, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.34046322703309995, "fast_rcnn/fg_cls_accuracy": 0.6121751025991792, "iteration": 174899, "loss_box_reg": 0.24637335760053247, "loss_cls": 0.22152450843714178, "loss_mask": 0.25642320327460766, "loss_rpn_cls": 0.05307566002011299, "loss_rpn_loc": 0.07135721232043579, "loss_sem_seg": 0.3370865755714476, "lr": 0.02, "mask_rcnn/accuracy": 0.893983415734715, "mask_rcnn/false_negative": 0.08960001557574317, "mask_rcnn/false_positive": 0.12975007339535405, "roi_head/num_bg_samples": 430.0, "roi_head/num_fg_samples": 82.0, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.5655472005018964, "total_loss": 1.209058205888141} {"data_time": 0.012576198001625016, "eta_seconds": 53854.647985316384, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.29703716103113487, "fast_rcnn/fg_cls_accuracy": 0.6209945900957137, "iteration": 174919, "loss_box_reg": 0.22487465111771598, "loss_cls": 0.21290597366169095, "loss_mask": 0.24760978762060404, "loss_rpn_cls": 0.045179662556620315, "loss_rpn_loc": 0.06486586044775322, "loss_sem_seg": 0.29623866360634565, "lr": 0.02, "mask_rcnn/accuracy": 0.8882323234640488, "mask_rcnn/false_negative": 0.09277810715925583, "mask_rcnn/false_positive": 0.12546671336781168, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5661844450078206, "total_loss": 1.0881234783446416} {"data_time": 0.01253697500214912, "eta_seconds": 53838.91189208779, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.3048322777386817, "fast_rcnn/fg_cls_accuracy": 0.6769182976079527, "iteration": 174939, "loss_box_reg": 0.21300258627161384, "loss_cls": 0.19598296470940113, "loss_mask": 0.2452791891992092, "loss_rpn_cls": 0.03950619528768584, "loss_rpn_loc": 0.07614552974700928, "loss_sem_seg": 0.3255005986429751, "lr": 0.02, "mask_rcnn/accuracy": 0.9037699757322284, "mask_rcnn/false_negative": 0.08837870029240472, "mask_rcnn/false_positive": 0.1015220730931624, "roi_head/num_bg_samples": 461.75, "roi_head/num_fg_samples": 50.25, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 0.5605798519973177, "total_loss": 1.0877757239250059} {"data_time": 0.012878203997388482, "eta_seconds": 53821.02507062308, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.3306245646621778, "fast_rcnn/fg_cls_accuracy": 0.6556768052008359, "iteration": 174959, "loss_box_reg": 0.22836376470513642, "loss_cls": 0.21294896258041263, "loss_mask": 0.2394956247881055, "loss_rpn_cls": 0.039435207756469026, "loss_rpn_loc": 0.0731584097375162, "loss_sem_seg": 0.28254127968102694, "lr": 0.02, "mask_rcnn/accuracy": 0.9037831029532599, "mask_rcnn/false_negative": 0.0874801700604222, "mask_rcnn/false_positive": 0.11031770000407615, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 236.5, "rpn/num_pos_anchors": 19.5, "time": 0.5565489119981066, "total_loss": 1.0889945773160434} {"data_time": 0.011765642004320398, "eta_seconds": 53820.66349967657, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.34013464095744683, "fast_rcnn/fg_cls_accuracy": 0.586031042128603, "iteration": 174979, "loss_box_reg": 0.24484569486230612, "loss_cls": 0.22661933489143848, "loss_mask": 0.2576610674150288, "loss_rpn_cls": 0.053803139831870794, "loss_rpn_loc": 0.07511809319839813, "loss_sem_seg": 0.2961268206126988, "lr": 0.02, "mask_rcnn/accuracy": 0.8880392053861441, "mask_rcnn/false_negative": 0.10268395930287177, "mask_rcnn/false_positive": 0.11995464157674642, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.5723550430047908, "total_loss": 1.1704672658233903} {"data_time": 0.012383563494950067, "eta_seconds": 53822.23927658882, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.35585996955859966, "fast_rcnn/fg_cls_accuracy": 0.5911980176686059, "iteration": 174999, "loss_box_reg": 0.233388087246567, "loss_cls": 0.22339760581962764, "loss_mask": 0.2666974598541856, "loss_rpn_cls": 0.051022905070567504, "loss_rpn_loc": 0.0924729346006643, "loss_sem_seg": 0.34908868465572596, "lr": 0.02, "mask_rcnn/accuracy": 0.8740523948037403, "mask_rcnn/false_negative": 0.1113028096206981, "mask_rcnn/false_positive": 0.14880337916615227, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5709980740066385, "total_loss": 1.2462395566690248} {"data_time": 0.012679564497375395, "eta_seconds": 53768.013078323136, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.2976241438356164, "fast_rcnn/fg_cls_accuracy": 0.6234024722396816, "iteration": 175019, "loss_box_reg": 0.24457139428704977, "loss_cls": 0.20041854702867568, "loss_mask": 0.26058924943208694, "loss_rpn_cls": 0.03895124461269006, "loss_rpn_loc": 0.06977039197226986, "loss_sem_seg": 0.3135795649141073, "lr": 0.02, "mask_rcnn/accuracy": 0.8851536371410673, "mask_rcnn/false_negative": 0.08833833700934748, "mask_rcnn/false_positive": 0.13751395055403387, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5618090444986592, "total_loss": 1.1079826029017568} {"data_time": 0.012109748502552975, "eta_seconds": 53730.767687158776, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.31304107570454964, "fast_rcnn/fg_cls_accuracy": 0.644861101537189, "iteration": 175039, "loss_box_reg": 0.21031520213000476, "loss_cls": 0.19439636450260878, "loss_mask": 0.25553116481751204, "loss_rpn_cls": 0.048761200276203454, "loss_rpn_loc": 0.06789569542161189, "loss_sem_seg": 0.34406147710978985, "lr": 0.02, "mask_rcnn/accuracy": 0.8836791493234328, "mask_rcnn/false_negative": 0.09980528640517147, "mask_rcnn/false_positive": 0.1289838709933373, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5607264434947865, "total_loss": 1.1679103901406052} {"data_time": 0.012617463995411526, "eta_seconds": 53727.43223035801, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.30770383693045567, "fast_rcnn/fg_cls_accuracy": 0.6027091452571038, "iteration": 175059, "loss_box_reg": 0.23480624705553055, "loss_cls": 0.21425592270679772, "loss_mask": 0.24916664231568575, "loss_rpn_cls": 0.049474140017991886, "loss_rpn_loc": 0.08319032208964927, "loss_sem_seg": 0.3195865098387003, "lr": 0.02, "mask_rcnn/accuracy": 0.9006519747418327, "mask_rcnn/false_negative": 0.09148988040759556, "mask_rcnn/false_positive": 0.12691002334359758, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5729151075065602, "total_loss": 1.108160734482226} {"data_time": 0.013251520998892374, "eta_seconds": 53656.74402047417, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.3368326118326118, "fast_rcnn/fg_cls_accuracy": 0.6160652324774463, "iteration": 175079, "loss_box_reg": 0.23111680522561073, "loss_cls": 0.19679317087866366, "loss_mask": 0.2475191461853683, "loss_rpn_cls": 0.04654925991781056, "loss_rpn_loc": 0.0697569030453451, "loss_sem_seg": 0.28986322693526745, "lr": 0.02, "mask_rcnn/accuracy": 0.8858286394915109, "mask_rcnn/false_negative": 0.09000974817350599, "mask_rcnn/false_positive": 0.10102518739578487, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5531876495006145, "total_loss": 1.1228024427837227} {"data_time": 0.0127299224914168, "eta_seconds": 53627.90739986729, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3401385613207547, "fast_rcnn/fg_cls_accuracy": 0.5873747051886793, "iteration": 175099, "loss_box_reg": 0.2297291737049818, "loss_cls": 0.21598005341365933, "loss_mask": 0.2515797489322722, "loss_rpn_cls": 0.04229009980917908, "loss_rpn_loc": 0.07847420609323308, "loss_sem_seg": 0.3219005446881056, "lr": 0.02, "mask_rcnn/accuracy": 0.8852254877645502, "mask_rcnn/false_negative": 0.09254406988572456, "mask_rcnn/false_positive": 0.1256095424658315, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5519047830021009, "total_loss": 1.1735748363425955} {"data_time": 0.012297700995986816, "eta_seconds": 53634.132904274185, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.33893432149246105, "fast_rcnn/fg_cls_accuracy": 0.6262804991618551, "iteration": 175119, "loss_box_reg": 0.219763548579067, "loss_cls": 0.21288649330381304, "loss_mask": 0.26103117503225803, "loss_rpn_cls": 0.03983588010305539, "loss_rpn_loc": 0.0745986740803346, "loss_sem_seg": 0.3099554404616356, "lr": 0.02, "mask_rcnn/accuracy": 0.8951795310931318, "mask_rcnn/false_negative": 0.0946738028936967, "mask_rcnn/false_positive": 0.1152096565588982, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.565844148004544, "total_loss": 1.131373409400112} {"data_time": 0.012319434506935067, "eta_seconds": 53622.82734617419, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.25625, "fast_rcnn/fg_cls_accuracy": 0.732516129032258, "iteration": 175139, "loss_box_reg": 0.22367079928517342, "loss_cls": 0.2058671941049397, "loss_mask": 0.24831737950444221, "loss_rpn_cls": 0.04012983088614419, "loss_rpn_loc": 0.07711382332490757, "loss_sem_seg": 0.3306947024539113, "lr": 0.02, "mask_rcnn/accuracy": 0.8994617346938776, "mask_rcnn/false_negative": 0.08195658638094051, "mask_rcnn/false_positive": 0.12507660386520467, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5644677715026774, "total_loss": 1.0792593571532052} {"data_time": 0.011846719498862512, "eta_seconds": 53637.06204280036, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.36261473579756887, "fast_rcnn/fg_cls_accuracy": 0.6045358834883312, "iteration": 175159, "loss_box_reg": 0.24936034763231874, "loss_cls": 0.23035337193869054, "loss_mask": 0.26854928163811564, "loss_rpn_cls": 0.04702813869516831, "loss_rpn_loc": 0.08359240912250243, "loss_sem_seg": 0.35769406938925385, "lr": 0.02, "mask_rcnn/accuracy": 0.8816795386671514, "mask_rcnn/false_negative": 0.09762727960740808, "mask_rcnn/false_positive": 0.1322858630414625, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.5614634900048259, "total_loss": 1.2386818984814454} {"data_time": 0.012113439501263201, "eta_seconds": 53600.216229974205, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3285371702637889, "fast_rcnn/fg_cls_accuracy": 0.6, "iteration": 175179, "loss_box_reg": 0.23371962970122695, "loss_cls": 0.19771105656400323, "loss_mask": 0.24169621523469687, "loss_rpn_cls": 0.041357649490237236, "loss_rpn_loc": 0.07249238155782223, "loss_sem_seg": 0.3068184582516551, "lr": 0.02, "mask_rcnn/accuracy": 0.8950485699452646, "mask_rcnn/false_negative": 0.09738186392357087, "mask_rcnn/false_positive": 0.11188624760079816, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5550353525031824, "total_loss": 1.102097049159056} {"data_time": 0.012201992496557068, "eta_seconds": 53578.40586717219, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3478889943074004, "fast_rcnn/fg_cls_accuracy": 0.6402412906910337, "iteration": 175199, "loss_box_reg": 0.2300736834295094, "loss_cls": 0.19982052012346685, "loss_mask": 0.25325176399201155, "loss_rpn_cls": 0.042790241772308946, "loss_rpn_loc": 0.07171960262348875, "loss_sem_seg": 0.33669507317245007, "lr": 0.02, "mask_rcnn/accuracy": 0.8939397700569589, "mask_rcnn/false_negative": 0.10501612196929434, "mask_rcnn/false_positive": 0.12890577373012835, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.5635328274947824, "total_loss": 1.1146061099134386} {"data_time": 0.011568712005100679, "eta_seconds": 53553.67897702282, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.37363834422657954, "fast_rcnn/fg_cls_accuracy": 0.6095655487804879, "iteration": 175219, "loss_box_reg": 0.2343393622431904, "loss_cls": 0.21513591287657619, "loss_mask": 0.2489944347180426, "loss_rpn_cls": 0.03712600721337367, "loss_rpn_loc": 0.0720107004744932, "loss_sem_seg": 0.2903312954585999, "lr": 0.02, "mask_rcnn/accuracy": 0.8850305428293765, "mask_rcnn/false_negative": 0.06733743148467425, "mask_rcnn/false_positive": 0.14737924331609797, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5770111385063501, "total_loss": 1.0715392022102606} {"data_time": 0.012539813003968447, "eta_seconds": 53566.299555674224, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.3935355392156863, "fast_rcnn/fg_cls_accuracy": 0.544334349593496, "iteration": 175239, "loss_box_reg": 0.2494140495546162, "loss_cls": 0.2210307433269918, "loss_mask": 0.25331355817615986, "loss_rpn_cls": 0.03901275398675352, "loss_rpn_loc": 0.06851222936529666, "loss_sem_seg": 0.32276801904663444, "lr": 0.02, "mask_rcnn/accuracy": 0.8918498801959809, "mask_rcnn/false_negative": 0.11389150188621319, "mask_rcnn/false_positive": 0.10968714979292946, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5750687030013069, "total_loss": 1.1431736854283372} {"data_time": 0.011836849502287805, "eta_seconds": 53586.38912787514, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.39282511210762333, "fast_rcnn/fg_cls_accuracy": 0.5524142524142523, "iteration": 175259, "loss_box_reg": 0.2377238217741251, "loss_cls": 0.21551887271925807, "loss_mask": 0.2495496142655611, "loss_rpn_cls": 0.041042340541025624, "loss_rpn_loc": 0.0742925263766665, "loss_sem_seg": 0.31286426540464163, "lr": 0.02, "mask_rcnn/accuracy": 0.8878560056015413, "mask_rcnn/false_negative": 0.08705248059344703, "mask_rcnn/false_positive": 0.14362362841108758, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5685554195006262, "total_loss": 1.127074257179629} {"data_time": 0.012217322990181856, "eta_seconds": 53599.41877120989, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.38475186043073284, "fast_rcnn/fg_cls_accuracy": 0.5729939476766888, "iteration": 175279, "loss_box_reg": 0.24531313264742494, "loss_cls": 0.23565064184367657, "loss_mask": 0.25108266342431307, "loss_rpn_cls": 0.044782782992115244, "loss_rpn_loc": 0.08243911957833916, "loss_sem_seg": 0.33733369153924286, "lr": 0.02, "mask_rcnn/accuracy": 0.8888976157361952, "mask_rcnn/false_negative": 0.08386434907350725, "mask_rcnn/false_positive": 0.1478102408340018, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.5766488555018441, "total_loss": 1.1888601483078673} {"data_time": 0.01222552150284173, "eta_seconds": 53598.4908551266, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.332149996553388, "fast_rcnn/fg_cls_accuracy": 0.6232638888888888, "iteration": 175299, "loss_box_reg": 0.2240728794131428, "loss_cls": 0.20102704828605056, "loss_mask": 0.24812604673206806, "loss_rpn_cls": 0.04707209812477231, "loss_rpn_loc": 0.07422019290970638, "loss_sem_seg": 0.3188127223402262, "lr": 0.02, "mask_rcnn/accuracy": 0.9008761622855664, "mask_rcnn/false_negative": 0.0882003787114081, "mask_rcnn/false_positive": 0.10101768592728938, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5699130270004389, "total_loss": 1.222331818076782} {"data_time": 0.012374162499327213, "eta_seconds": 53556.125341230305, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.3232335099111415, "fast_rcnn/fg_cls_accuracy": 0.5873147675012774, "iteration": 175319, "loss_box_reg": 0.21426909882575274, "loss_cls": 0.1975708317477256, "loss_mask": 0.25293640326708555, "loss_rpn_cls": 0.04343460033123847, "loss_rpn_loc": 0.07295488333329558, "loss_sem_seg": 0.34698220202699304, "lr": 0.02, "mask_rcnn/accuracy": 0.894258159159167, "mask_rcnn/false_negative": 0.08905026785681644, "mask_rcnn/false_positive": 0.12371481211378985, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5536479845031863, "total_loss": 1.1495784279104555} {"data_time": 0.012978032500541303, "eta_seconds": 53521.854011434916, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.2653644982020268, "fast_rcnn/fg_cls_accuracy": 0.6736924381325844, "iteration": 175339, "loss_box_reg": 0.21316335117444396, "loss_cls": 0.2076253299601376, "loss_mask": 0.2376401275396347, "loss_rpn_cls": 0.03631023460184224, "loss_rpn_loc": 0.07968155218986794, "loss_sem_seg": 0.30900344136171043, "lr": 0.02, "mask_rcnn/accuracy": 0.9025578600881246, "mask_rcnn/false_negative": 0.08543021132367964, "mask_rcnn/false_positive": 0.10167982173948442, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5607283515055315, "total_loss": 1.1093627499067225} {"data_time": 0.012985312001546845, "eta_seconds": 53520.09271614542, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.3147687815656566, "fast_rcnn/fg_cls_accuracy": 0.6422656250000001, "iteration": 175359, "loss_box_reg": 0.23952402919530869, "loss_cls": 0.21406057756394148, "loss_mask": 0.2531911050900817, "loss_rpn_cls": 0.045036704701487906, "loss_rpn_loc": 0.07472420926205814, "loss_sem_seg": 0.3308670883998275, "lr": 0.02, "mask_rcnn/accuracy": 0.8815896993718122, "mask_rcnn/false_negative": 0.10590640085385944, "mask_rcnn/false_positive": 0.1402762466139229, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5727032370050438, "total_loss": 1.2195829516276717} {"data_time": 0.011796309503552038, "eta_seconds": 53499.23778975484, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.44476933073424296, "fast_rcnn/fg_cls_accuracy": 0.5354187355180404, "iteration": 175379, "loss_box_reg": 0.22113913716748357, "loss_cls": 0.21262753917835653, "loss_mask": 0.2665704172104597, "loss_rpn_cls": 0.042727633936010534, "loss_rpn_loc": 0.07594555821560789, "loss_sem_seg": 0.29764280281960964, "lr": 0.02, "mask_rcnn/accuracy": 0.8787080655370533, "mask_rcnn/false_negative": 0.10342819115228513, "mask_rcnn/false_positive": 0.12588627336757274, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5615961849980522, "total_loss": 1.1507848987530451} {"data_time": 0.012992819494684227, "eta_seconds": 53561.98878091596, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.3471136706430824, "fast_rcnn/fg_cls_accuracy": 0.6179212943918826, "iteration": 175399, "loss_box_reg": 0.22175891092047095, "loss_cls": 0.20640322286635637, "loss_mask": 0.24496737169101834, "loss_rpn_cls": 0.04519741435069591, "loss_rpn_loc": 0.08341637122794054, "loss_sem_seg": 0.33372799307107925, "lr": 0.02, "mask_rcnn/accuracy": 0.8849154951008386, "mask_rcnn/false_negative": 0.08642072106381077, "mask_rcnn/false_positive": 0.11153393906065179, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.580153128496022, "total_loss": 1.1295079702395014} {"data_time": 0.012962498003616929, "eta_seconds": 53549.19390038391, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.3504744413835323, "fast_rcnn/fg_cls_accuracy": 0.6085041352031644, "iteration": 175419, "loss_box_reg": 0.248897819314152, "loss_cls": 0.22267559124156833, "loss_mask": 0.2524838838726282, "loss_rpn_cls": 0.040246653952635825, "loss_rpn_loc": 0.07063459118944593, "loss_sem_seg": 0.30211189202964306, "lr": 0.02, "mask_rcnn/accuracy": 0.8942518323625688, "mask_rcnn/false_negative": 0.0915202701800191, "mask_rcnn/false_positive": 0.1163670594933012, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 235.75, "rpn/num_pos_anchors": 20.25, "time": 0.5715313990076538, "total_loss": 1.161071062204428} {"data_time": 0.012505454491474666, "eta_seconds": 53521.042462282865, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3953448275862069, "fast_rcnn/fg_cls_accuracy": 0.5827631578947368, "iteration": 175439, "loss_box_reg": 0.22967010224238038, "loss_cls": 0.22134767100214958, "loss_mask": 0.2655262937769294, "loss_rpn_cls": 0.046225092170061544, "loss_rpn_loc": 0.08283822966041043, "loss_sem_seg": 0.326730651082471, "lr": 0.02, "mask_rcnn/accuracy": 0.8786314475064496, "mask_rcnn/false_negative": 0.09052060007525742, "mask_rcnn/false_positive": 0.1415781180107597, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.568475693500659, "total_loss": 1.1832265991542954} {"data_time": 0.012276077002752572, "eta_seconds": 53543.11184601633, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.28507751937984493, "fast_rcnn/fg_cls_accuracy": 0.6757509689922481, "iteration": 175459, "loss_box_reg": 0.21802718099206686, "loss_cls": 0.19797751167789102, "loss_mask": 0.24426249414682388, "loss_rpn_cls": 0.03820579909370281, "loss_rpn_loc": 0.07445580384228379, "loss_sem_seg": 0.3053965037688613, "lr": 0.02, "mask_rcnn/accuracy": 0.9037114845938375, "mask_rcnn/false_negative": 0.08798070074524546, "mask_rcnn/false_positive": 0.11366654076346207, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5563166505016852, "total_loss": 1.115044268008205} {"data_time": 0.013201629000832327, "eta_seconds": 53486.245517609925, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.3275191548641746, "fast_rcnn/fg_cls_accuracy": 0.6705220987335229, "iteration": 175479, "loss_box_reg": 0.2356496872380376, "loss_cls": 0.20659429440274835, "loss_mask": 0.25636636605486274, "loss_rpn_cls": 0.05205881816800684, "loss_rpn_loc": 0.08930860806140117, "loss_sem_seg": 0.3300287635065615, "lr": 0.02, "mask_rcnn/accuracy": 0.9003269538763954, "mask_rcnn/false_negative": 0.09083138940924325, "mask_rcnn/false_positive": 0.13460951780798322, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.5554871244967217, "total_loss": 1.2432174538553227} {"data_time": 0.011388152997824363, "eta_seconds": 53468.59180588406, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.39356661199198106, "fast_rcnn/fg_cls_accuracy": 0.606433388008019, "iteration": 175499, "loss_box_reg": 0.24153877003118396, "loss_cls": 0.21206445107236505, "loss_mask": 0.2564879609271884, "loss_rpn_cls": 0.04105277330381796, "loss_rpn_loc": 0.07520221418235451, "loss_sem_seg": 0.33106412924826145, "lr": 0.02, "mask_rcnn/accuracy": 0.9027737597350188, "mask_rcnn/false_negative": 0.07588706923725932, "mask_rcnn/false_positive": 0.12447651932853014, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.5653865405038232, "total_loss": 1.1321808164357208} {"data_time": 0.012995507000596263, "eta_seconds": 53457.275821544026, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.28855250709555347, "fast_rcnn/fg_cls_accuracy": 0.6440886699507389, "iteration": 175519, "loss_box_reg": 0.2322976696304977, "loss_cls": 0.21935246465727687, "loss_mask": 0.2544675897806883, "loss_rpn_cls": 0.03930544518516399, "loss_rpn_loc": 0.07280467220698483, "loss_sem_seg": 0.34740092419087887, "lr": 0.02, "mask_rcnn/accuracy": 0.8988117736998713, "mask_rcnn/false_negative": 0.08400746645823903, "mask_rcnn/false_positive": 0.117409750753592, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5585294460033765, "total_loss": 1.1240937827242306} {"data_time": 0.012636425504751969, "eta_seconds": 53464.44297363291, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.34408345277910496, "fast_rcnn/fg_cls_accuracy": 0.5988214683866857, "iteration": 175539, "loss_box_reg": 0.24526357324793935, "loss_cls": 0.22426670975983143, "loss_mask": 0.25456428434699774, "loss_rpn_cls": 0.03746474263607524, "loss_rpn_loc": 0.07256275869440287, "loss_sem_seg": 0.3279123872052878, "lr": 0.02, "mask_rcnn/accuracy": 0.8928575789290075, "mask_rcnn/false_negative": 0.08598512654179606, "mask_rcnn/false_positive": 0.12635862675580442, "roi_head/num_bg_samples": 432.5, "roi_head/num_fg_samples": 79.5, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5672302525053965, "total_loss": 1.1687978470581584} {"data_time": 0.01304337499459507, "eta_seconds": 53486.477040116224, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.32619949494949496, "fast_rcnn/fg_cls_accuracy": 0.6393604980192417, "iteration": 175559, "loss_box_reg": 0.2454508114606142, "loss_cls": 0.21633338008541614, "loss_mask": 0.2646277416497469, "loss_rpn_cls": 0.04601260428898968, "loss_rpn_loc": 0.07634234838769771, "loss_sem_seg": 0.35357018327340484, "lr": 0.02, "mask_rcnn/accuracy": 0.8919188315157436, "mask_rcnn/false_negative": 0.09581117610848294, "mask_rcnn/false_positive": 0.11494749991404987, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 234.75, "rpn/num_pos_anchors": 21.25, "time": 0.5666260504949605, "total_loss": 1.1853813307825476} {"data_time": 0.011909141001524404, "eta_seconds": 53485.311100746956, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3401388888888889, "fast_rcnn/fg_cls_accuracy": 0.6063034188034189, "iteration": 175579, "loss_box_reg": 0.23714059591293335, "loss_cls": 0.20812933414708823, "loss_mask": 0.2560996785759926, "loss_rpn_cls": 0.05077963837538846, "loss_rpn_loc": 0.08806401095353067, "loss_sem_seg": 0.332963093649596, "lr": 0.02, "mask_rcnn/accuracy": 0.9089117302765262, "mask_rcnn/false_negative": 0.0799402243728248, "mask_rcnn/false_positive": 0.10297251326108436, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5710247880051611, "total_loss": 1.231936078344006} {"data_time": 0.01159449200349627, "eta_seconds": 53447.282788193625, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.32656917515609596, "fast_rcnn/fg_cls_accuracy": 0.602862888915178, "iteration": 175599, "loss_box_reg": 0.24681142414920032, "loss_cls": 0.22034328221343458, "loss_mask": 0.26043947227299213, "loss_rpn_cls": 0.05029963237757329, "loss_rpn_loc": 0.0854944917919056, "loss_sem_seg": 0.324802303686738, "lr": 0.02, "mask_rcnn/accuracy": 0.8839337741675618, "mask_rcnn/false_negative": 0.09813771166300078, "mask_rcnn/false_positive": 0.1360719219211298, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5579761879998841, "total_loss": 1.181770757510094} {"data_time": 0.012439799502317328, "eta_seconds": 53400.69589984385, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.31882440476190477, "fast_rcnn/fg_cls_accuracy": 0.6260810319767443, "iteration": 175619, "loss_box_reg": 0.23093345388770103, "loss_cls": 0.2026201286353171, "loss_mask": 0.24979544058442116, "loss_rpn_cls": 0.049416063469834626, "loss_rpn_loc": 0.08159635920310393, "loss_sem_seg": 0.3072414258494973, "lr": 0.02, "mask_rcnn/accuracy": 0.8940029201694548, "mask_rcnn/false_negative": 0.09415212172680383, "mask_rcnn/false_positive": 0.1383206015718948, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5602878975041676, "total_loss": 1.12082295602886} {"data_time": 0.012616945001354907, "eta_seconds": 53361.75091966693, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3486046511627907, "fast_rcnn/fg_cls_accuracy": 0.6061849855871664, "iteration": 175639, "loss_box_reg": 0.2322065643966198, "loss_cls": 0.2121651468332857, "loss_mask": 0.2519816244021058, "loss_rpn_cls": 0.043920804833760485, "loss_rpn_loc": 0.07401157068670727, "loss_sem_seg": 0.33370166178792715, "lr": 0.02, "mask_rcnn/accuracy": 0.8900460354532633, "mask_rcnn/false_negative": 0.07279163955726753, "mask_rcnn/false_positive": 0.15627914877715934, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.554312268999638, "total_loss": 1.147534301126143} {"data_time": 0.012225967504491564, "eta_seconds": 53287.92926586719, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.3365986394557823, "fast_rcnn/fg_cls_accuracy": 0.6356944444444445, "iteration": 175659, "loss_box_reg": 0.2152878115302883, "loss_cls": 0.201086841407232, "loss_mask": 0.24714217614382505, "loss_rpn_cls": 0.044819671456934884, "loss_rpn_loc": 0.06695044436492026, "loss_sem_seg": 0.3362639155238867, "lr": 0.02, "mask_rcnn/accuracy": 0.8894057179084651, "mask_rcnn/false_negative": 0.10242829213272844, "mask_rcnn/false_positive": 0.11873511216813591, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.5563068070041481, "total_loss": 1.1326398349483497} {"data_time": 0.012841830503020901, "eta_seconds": 53296.81967788946, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.2905629139072848, "fast_rcnn/fg_cls_accuracy": 0.6170985311107444, "iteration": 175679, "loss_box_reg": 0.23271337617188692, "loss_cls": 0.21279418328776956, "loss_mask": 0.2492065317928791, "loss_rpn_cls": 0.04070102526748087, "loss_rpn_loc": 0.07443936276831664, "loss_sem_seg": 0.2912171338684857, "lr": 0.02, "mask_rcnn/accuracy": 0.8855869148506861, "mask_rcnn/false_negative": 0.09951427259838987, "mask_rcnn/false_positive": 0.11026064120938994, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 234.25, "rpn/num_pos_anchors": 21.75, "time": 0.5614232295047259, "total_loss": 1.1361193772681872} {"data_time": 0.012212407498736866, "eta_seconds": 53227.65754976714, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3348909657320872, "fast_rcnn/fg_cls_accuracy": 0.6406866403667768, "iteration": 175699, "loss_box_reg": 0.2350245420821011, "loss_cls": 0.2206788246985525, "loss_mask": 0.23388142976909876, "loss_rpn_cls": 0.04293573260656558, "loss_rpn_loc": 0.07392269838601351, "loss_sem_seg": 0.3292325623333454, "lr": 0.02, "mask_rcnn/accuracy": 0.8893560587020299, "mask_rcnn/false_negative": 0.09746257567336511, "mask_rcnn/false_positive": 0.11319230846906153, "roi_head/num_bg_samples": 432.75, "roi_head/num_fg_samples": 79.25, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.5633700180042069, "total_loss": 1.1667146424006205} {"data_time": 0.011563313499209471, "eta_seconds": 53207.185741990754, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.34505398307557633, "fast_rcnn/fg_cls_accuracy": 0.6131278538812786, "iteration": 175719, "loss_box_reg": 0.22924731485545635, "loss_cls": 0.20747241587378085, "loss_mask": 0.2600292032584548, "loss_rpn_cls": 0.04007794780773111, "loss_rpn_loc": 0.08122111530974507, "loss_sem_seg": 0.3293001754209399, "lr": 0.02, "mask_rcnn/accuracy": 0.8986051727028839, "mask_rcnn/false_negative": 0.09352241866511173, "mask_rcnn/false_positive": 0.10138847399283317, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5573579449992394, "total_loss": 1.1350799845531583} {"data_time": 0.012854733002313878, "eta_seconds": 53169.650132416704, "fast_rcnn/cls_accuracy": 0.90283203125, "fast_rcnn/false_negative": 0.3610745132484263, "fast_rcnn/fg_cls_accuracy": 0.616055786076533, "iteration": 175739, "loss_box_reg": 0.23430257174186409, "loss_cls": 0.2158522184472531, "loss_mask": 0.253628509119153, "loss_rpn_cls": 0.03998190176207572, "loss_rpn_loc": 0.059623032531817444, "loss_sem_seg": 0.30944675859063864, "lr": 0.02, "mask_rcnn/accuracy": 0.8859564477965098, "mask_rcnn/false_negative": 0.0804587618111712, "mask_rcnn/false_positive": 0.1265242318113949, "roi_head/num_bg_samples": 429.5, "roi_head/num_fg_samples": 82.5, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.563499646501441, "total_loss": 1.121355161012616} {"data_time": 0.01267993450164795, "eta_seconds": 53158.368764696774, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.3759057971014493, "fast_rcnn/fg_cls_accuracy": 0.6033185294843326, "iteration": 175759, "loss_box_reg": 0.24251879891380668, "loss_cls": 0.2130115523468703, "loss_mask": 0.26755301002413034, "loss_rpn_cls": 0.050945668219355866, "loss_rpn_loc": 0.08013569196918979, "loss_sem_seg": 0.33462096960283816, "lr": 0.02, "mask_rcnn/accuracy": 0.8931698017044656, "mask_rcnn/false_negative": 0.07744460716150971, "mask_rcnn/false_positive": 0.14159719484962868, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5646630539922626, "total_loss": 1.194569997198414} {"data_time": 0.012393205499392934, "eta_seconds": 53134.066996973335, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.3472463768115942, "fast_rcnn/fg_cls_accuracy": 0.6211180124223603, "iteration": 175779, "loss_box_reg": 0.2506601605564356, "loss_cls": 0.2272948541212827, "loss_mask": 0.2627658252604306, "loss_rpn_cls": 0.044539722439367324, "loss_rpn_loc": 0.08030902210157365, "loss_sem_seg": 0.32045725267380476, "lr": 0.02, "mask_rcnn/accuracy": 0.8856145076947811, "mask_rcnn/false_negative": 0.09207635530700636, "mask_rcnn/false_positive": 0.12781246504098592, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.563051342003746, "total_loss": 1.1883050836331677} {"data_time": 0.01202487700356869, "eta_seconds": 53122.78839305341, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.3564211212516297, "fast_rcnn/fg_cls_accuracy": 0.6, "iteration": 175799, "loss_box_reg": 0.22635644068941474, "loss_cls": 0.2144851991906762, "loss_mask": 0.2681405935436487, "loss_rpn_cls": 0.045772120531182736, "loss_rpn_loc": 0.0713881510309875, "loss_sem_seg": 0.33820793870836496, "lr": 0.02, "mask_rcnn/accuracy": 0.8892709877585971, "mask_rcnn/false_negative": 0.09577822618700925, "mask_rcnn/false_positive": 0.13585974133567572, "roi_head/num_bg_samples": 458.25, "roi_head/num_fg_samples": 53.75, "rpn/num_neg_anchors": 239.75, "rpn/num_pos_anchors": 16.25, "time": 0.5551070834990242, "total_loss": 1.2027287295495626} {"data_time": 0.012351226003374904, "eta_seconds": 53101.52128147452, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.3353416313559322, "fast_rcnn/fg_cls_accuracy": 0.6324140798226164, "iteration": 175819, "loss_box_reg": 0.20962345087900758, "loss_cls": 0.2017417550086975, "loss_mask": 0.24955830816179514, "loss_rpn_cls": 0.04424806794850156, "loss_rpn_loc": 0.07132122101029381, "loss_sem_seg": 0.3428708203136921, "lr": 0.02, "mask_rcnn/accuracy": 0.8795975979677585, "mask_rcnn/false_negative": 0.11048318547820776, "mask_rcnn/false_positive": 0.13608807073786922, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5632503984961659, "total_loss": 1.1567941838948173} {"data_time": 0.01280940450669732, "eta_seconds": 53074.839871218916, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.304228855721393, "fast_rcnn/fg_cls_accuracy": 0.6609352517985612, "iteration": 175839, "loss_box_reg": 0.2328008906915784, "loss_cls": 0.22447703778743744, "loss_mask": 0.25906470883637667, "loss_rpn_cls": 0.041742613568203524, "loss_rpn_loc": 0.07813825103221461, "loss_sem_seg": 0.3321644435636699, "lr": 0.02, "mask_rcnn/accuracy": 0.9010887390670554, "mask_rcnn/false_negative": 0.0846136273680434, "mask_rcnn/false_positive": 0.11997944336497586, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5715317030044389, "total_loss": 1.1857416198472492} {"data_time": 0.012945032001880463, "eta_seconds": 53060.66768260623, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.26936002337814147, "fast_rcnn/fg_cls_accuracy": 0.6086704244031831, "iteration": 175859, "loss_box_reg": 0.21947693638503551, "loss_cls": 0.20092187565751374, "loss_mask": 0.2539643682539463, "loss_rpn_cls": 0.03738048148807138, "loss_rpn_loc": 0.07578184647718444, "loss_sem_seg": 0.2968470244668424, "lr": 0.02, "mask_rcnn/accuracy": 0.8846653309761405, "mask_rcnn/false_negative": 0.08848010384403382, "mask_rcnn/false_positive": 0.1357025308459994, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5572360299993306, "total_loss": 1.0344452453427948} {"data_time": 0.012644802496652119, "eta_seconds": 53040.61670502745, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3681093126905935, "fast_rcnn/fg_cls_accuracy": 0.617803218848515, "iteration": 175879, "loss_box_reg": 0.21316736680455506, "loss_cls": 0.1795295854099095, "loss_mask": 0.2406145641580224, "loss_rpn_cls": 0.03536215872736648, "loss_rpn_loc": 0.07977619813755155, "loss_sem_seg": 0.31437165243551135, "lr": 0.02, "mask_rcnn/accuracy": 0.8786560960591132, "mask_rcnn/false_negative": 0.10110945466928814, "mask_rcnn/false_positive": 0.11013802063382086, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.5558531100032269, "total_loss": 1.0722465392755112} {"data_time": 0.011472344500361942, "eta_seconds": 53029.345975497374, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.3357113486842105, "fast_rcnn/fg_cls_accuracy": 0.62890625, "iteration": 175899, "loss_box_reg": 0.23490183427929878, "loss_cls": 0.22180812363512814, "loss_mask": 0.2554041352123022, "loss_rpn_cls": 0.05033215225557797, "loss_rpn_loc": 0.07773618806095328, "loss_sem_seg": 0.2901653600856662, "lr": 0.02, "mask_rcnn/accuracy": 0.8774713615797514, "mask_rcnn/false_negative": 0.0805492257915711, "mask_rcnn/false_positive": 0.12401999940626397, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5667540299982647, "total_loss": 1.1788118611439131} {"data_time": 0.012635416504053865, "eta_seconds": 53023.328728896486, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.38827445506281544, "fast_rcnn/fg_cls_accuracy": 0.5916666666666667, "iteration": 175919, "loss_box_reg": 0.23692058213055134, "loss_cls": 0.21487546246498823, "loss_mask": 0.25283067114651203, "loss_rpn_cls": 0.044966261921217665, "loss_rpn_loc": 0.07498546910937876, "loss_sem_seg": 0.3377574826590717, "lr": 0.02, "mask_rcnn/accuracy": 0.8808393567188877, "mask_rcnn/false_negative": 0.10019716266347914, "mask_rcnn/false_positive": 0.13623265667409126, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5688260254974011, "total_loss": 1.223862095095683} {"data_time": 0.012723086001642514, "eta_seconds": 53015.577303126425, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.39029697900665644, "fast_rcnn/fg_cls_accuracy": 0.5506678949792723, "iteration": 175939, "loss_box_reg": 0.23122837184928358, "loss_cls": 0.21860354160889983, "loss_mask": 0.26250470196828246, "loss_rpn_cls": 0.03846261219587177, "loss_rpn_loc": 0.07552128308452666, "loss_sem_seg": 0.36092154029756784, "lr": 0.02, "mask_rcnn/accuracy": 0.8824963478981336, "mask_rcnn/false_negative": 0.07706884992512342, "mask_rcnn/false_positive": 0.1526146132367947, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5602625250030542, "total_loss": 1.1870610342593864} {"data_time": 0.012020889502309728, "eta_seconds": 53019.85020283455, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3872210953346856, "fast_rcnn/fg_cls_accuracy": 0.5712079085573061, "iteration": 175959, "loss_box_reg": 0.22651818813756108, "loss_cls": 0.21977131720632315, "loss_mask": 0.26100668078288436, "loss_rpn_cls": 0.04757629812229425, "loss_rpn_loc": 0.08230500615900382, "loss_sem_seg": 0.3167354017496109, "lr": 0.02, "mask_rcnn/accuracy": 0.8926476662093409, "mask_rcnn/false_negative": 0.08938010314678385, "mask_rcnn/false_positive": 0.11600266791404815, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5647542419974343, "total_loss": 1.174189830024261} {"data_time": 0.013141499002813362, "eta_seconds": 53002.89397619304, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.277455911377093, "fast_rcnn/fg_cls_accuracy": 0.6627936588782072, "iteration": 175979, "loss_box_reg": 0.21304612141102552, "loss_cls": 0.20452615059912205, "loss_mask": 0.2522302158176899, "loss_rpn_cls": 0.03707957058213651, "loss_rpn_loc": 0.0698625881341286, "loss_sem_seg": 0.3347503049299121, "lr": 0.02, "mask_rcnn/accuracy": 0.9006209935897436, "mask_rcnn/false_negative": 0.07249809627660642, "mask_rcnn/false_positive": 0.12255922102972511, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5663705914994352, "total_loss": 1.1163190695879166} {"data_time": 0.011616667005000636, "eta_seconds": 53006.74150587496, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.3460249042145594, "fast_rcnn/fg_cls_accuracy": 0.6092578710644678, "iteration": 175999, "loss_box_reg": 0.2425689958035946, "loss_cls": 0.22671343153342605, "loss_mask": 0.2468750444240868, "loss_rpn_cls": 0.044789259001845494, "loss_rpn_loc": 0.0938950456911698, "loss_sem_seg": 0.2791562967468053, "lr": 0.02, "mask_rcnn/accuracy": 0.890991015971606, "mask_rcnn/false_negative": 0.08941064956661146, "mask_rcnn/false_positive": 0.11567206815150544, "roi_head/num_bg_samples": 433.0, "roi_head/num_fg_samples": 79.0, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.572786097000062, "total_loss": 1.1676564595545642} {"data_time": 0.012783500002115034, "eta_seconds": 52995.463595745096, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.3297627606038821, "fast_rcnn/fg_cls_accuracy": 0.6331956820980946, "iteration": 176019, "loss_box_reg": 0.24093923904001713, "loss_cls": 0.2287577958777547, "loss_mask": 0.24010643269866705, "loss_rpn_cls": 0.043652708758600056, "loss_rpn_loc": 0.08422669660649262, "loss_sem_seg": 0.3149051833897829, "lr": 0.02, "mask_rcnn/accuracy": 0.9006623537763018, "mask_rcnn/false_negative": 0.1054624126347651, "mask_rcnn/false_positive": 0.11578117054308817, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.5623352179973153, "total_loss": 1.2105811385117704} {"data_time": 0.01284346900501987, "eta_seconds": 53011.02649159115, "fast_rcnn/cls_accuracy": 0.91064453125, "fast_rcnn/false_negative": 0.4212953629032258, "fast_rcnn/fg_cls_accuracy": 0.5205198358413132, "iteration": 176039, "loss_box_reg": 0.2518676561303437, "loss_cls": 0.22262118151411414, "loss_mask": 0.25588297098875046, "loss_rpn_cls": 0.043508068250957876, "loss_rpn_loc": 0.0841102137346752, "loss_sem_seg": 0.35067081451416016, "lr": 0.02, "mask_rcnn/accuracy": 0.8893438625450181, "mask_rcnn/false_negative": 0.1005225470609683, "mask_rcnn/false_positive": 0.12947583513717403, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.5775847484983387, "total_loss": 1.2286877726437524} {"data_time": 0.013310581496625673, "eta_seconds": 52987.156136357575, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3922080991648721, "fast_rcnn/fg_cls_accuracy": 0.5835303388494878, "iteration": 176059, "loss_box_reg": 0.22326438780874014, "loss_cls": 0.21030864398926497, "loss_mask": 0.2506683273240924, "loss_rpn_cls": 0.045797220343956724, "loss_rpn_loc": 0.08470650558592752, "loss_sem_seg": 0.31725495401769876, "lr": 0.02, "mask_rcnn/accuracy": 0.8877969808936708, "mask_rcnn/false_negative": 0.07754506968349795, "mask_rcnn/false_positive": 0.12484217429496408, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5596068499944522, "total_loss": 1.1621472618135158} {"data_time": 0.012757297998177819, "eta_seconds": 53001.194134338504, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.26237299246148804, "fast_rcnn/fg_cls_accuracy": 0.6874193548387098, "iteration": 176079, "loss_box_reg": 0.2128473622724414, "loss_cls": 0.20298497145995498, "loss_mask": 0.2504322910681367, "loss_rpn_cls": 0.04516519120079465, "loss_rpn_loc": 0.07214165775803849, "loss_sem_seg": 0.32952533662319183, "lr": 0.02, "mask_rcnn/accuracy": 0.8910104532404359, "mask_rcnn/false_negative": 0.09533082185500427, "mask_rcnn/false_positive": 0.12732527306912295, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5629434324946487, "total_loss": 1.1443121021729894} {"data_time": 0.012802006502170116, "eta_seconds": 53001.28803731558, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.29244889445139755, "fast_rcnn/fg_cls_accuracy": 0.6254901960784314, "iteration": 176099, "loss_box_reg": 0.24243032652884722, "loss_cls": 0.22352305613458157, "loss_mask": 0.26226135436445475, "loss_rpn_cls": 0.057254152721725404, "loss_rpn_loc": 0.08167019701795653, "loss_sem_seg": 0.30755453649908304, "lr": 0.02, "mask_rcnn/accuracy": 0.8868193686314305, "mask_rcnn/false_negative": 0.08116644961113598, "mask_rcnn/false_positive": 0.14095792072128205, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5793283825041726, "total_loss": 1.2028476232662797} {"data_time": 0.012079488995368592, "eta_seconds": 52989.99927829548, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.3023323239481992, "fast_rcnn/fg_cls_accuracy": 0.689572192513369, "iteration": 176119, "loss_box_reg": 0.20086109545081854, "loss_cls": 0.19851847644895315, "loss_mask": 0.24370056577026844, "loss_rpn_cls": 0.04163465552846901, "loss_rpn_loc": 0.07674844589200802, "loss_sem_seg": 0.2986541409045458, "lr": 0.02, "mask_rcnn/accuracy": 0.8885399394132654, "mask_rcnn/false_negative": 0.08612039021953957, "mask_rcnn/false_positive": 0.11164937201338206, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5667412069960847, "total_loss": 1.0671501595934387} {"data_time": 0.012118323989852797, "eta_seconds": 52999.67573452602, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3416666666666667, "fast_rcnn/fg_cls_accuracy": 0.5541330645161291, "iteration": 176139, "loss_box_reg": 0.2224230587016791, "loss_cls": 0.22411338542588055, "loss_mask": 0.2592313792556524, "loss_rpn_cls": 0.043155050443601795, "loss_rpn_loc": 0.06564423121744767, "loss_sem_seg": 0.33903611497953534, "lr": 0.02, "mask_rcnn/accuracy": 0.8829035025852736, "mask_rcnn/false_negative": 0.07412894899961983, "mask_rcnn/false_positive": 0.13746457616264765, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 238.75, "rpn/num_pos_anchors": 17.25, "time": 0.5774544430023525, "total_loss": 1.1880181861342862} {"data_time": 0.013746845499554183, "eta_seconds": 53011.941853695476, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.3518387553041018, "fast_rcnn/fg_cls_accuracy": 0.6073856034252074, "iteration": 176159, "loss_box_reg": 0.22550906124524772, "loss_cls": 0.191494963131845, "loss_mask": 0.25071226456202567, "loss_rpn_cls": 0.03712070842448156, "loss_rpn_loc": 0.0786869075964205, "loss_sem_seg": 0.30317396484315395, "lr": 0.02, "mask_rcnn/accuracy": 0.8807186092342343, "mask_rcnn/false_negative": 0.10654074705161977, "mask_rcnn/false_positive": 0.10614381844478249, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.5665479820017936, "total_loss": 1.1373947111424059} {"data_time": 0.012419427497661673, "eta_seconds": 53001.25119129179, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.38979166666666665, "fast_rcnn/fg_cls_accuracy": 0.5835416666666666, "iteration": 176179, "loss_box_reg": 0.2170403813943267, "loss_cls": 0.17906865116674453, "loss_mask": 0.24020877946168184, "loss_rpn_cls": 0.035164786473615095, "loss_rpn_loc": 0.07808302342891693, "loss_sem_seg": 0.31098908465355635, "lr": 0.02, "mask_rcnn/accuracy": 0.8750402589407531, "mask_rcnn/false_negative": 0.08591209985204613, "mask_rcnn/false_positive": 0.12906384024934, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 0.5590245999992476, "total_loss": 1.0514561325489922} {"data_time": 0.011716114997398108, "eta_seconds": 52989.95281434179, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.3563600782778865, "fast_rcnn/fg_cls_accuracy": 0.6083862945565073, "iteration": 176199, "loss_box_reg": 0.22440973622724414, "loss_cls": 0.21971394773572683, "loss_mask": 0.2521037496626377, "loss_rpn_cls": 0.04854301846353337, "loss_rpn_loc": 0.08388793282210827, "loss_sem_seg": 0.3259024368599057, "lr": 0.02, "mask_rcnn/accuracy": 0.9107314256426642, "mask_rcnn/false_negative": 0.09673332470585783, "mask_rcnn/false_positive": 0.09762976846050747, "roi_head/num_bg_samples": 455.5, "roi_head/num_fg_samples": 56.5, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.5657614700030535, "total_loss": 1.1288004663947504} {"data_time": 0.012332457001321018, "eta_seconds": 52978.04711140563, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.40025548668118616, "fast_rcnn/fg_cls_accuracy": 0.557672626572753, "iteration": 176219, "loss_box_reg": 0.23853167053312063, "loss_cls": 0.22206157259643078, "loss_mask": 0.2604709751904011, "loss_rpn_cls": 0.04310994682600722, "loss_rpn_loc": 0.06365539933904074, "loss_sem_seg": 0.32678236067295074, "lr": 0.02, "mask_rcnn/accuracy": 0.888315413087913, "mask_rcnn/false_negative": 0.10572824847786448, "mask_rcnn/false_positive": 0.11712148441765956, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5709384584915824, "total_loss": 1.16902240406489} {"data_time": 0.012437889497959986, "eta_seconds": 52967.356060441794, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.3994101537813356, "fast_rcnn/fg_cls_accuracy": 0.5615151515151515, "iteration": 176239, "loss_box_reg": 0.2413854879559949, "loss_cls": 0.22328750556334853, "loss_mask": 0.2560792090371251, "loss_rpn_cls": 0.03930086153559387, "loss_rpn_loc": 0.08175484044477344, "loss_sem_seg": 0.3417767067439854, "lr": 0.02, "mask_rcnn/accuracy": 0.9054458265331078, "mask_rcnn/false_negative": 0.08346456591418096, "mask_rcnn/false_positive": 0.12454706606858032, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5765225294962875, "total_loss": 1.2104319397185463} {"data_time": 0.012138667501858436, "eta_seconds": 52912.615573010225, "fast_rcnn/cls_accuracy": 0.88720703125, "fast_rcnn/false_negative": 0.43359375, "fast_rcnn/fg_cls_accuracy": 0.5164046479835953, "iteration": 176259, "loss_box_reg": 0.23135321820154786, "loss_cls": 0.2181166773661971, "loss_mask": 0.25395482778549194, "loss_rpn_cls": 0.04895305709214881, "loss_rpn_loc": 0.07685808779206127, "loss_sem_seg": 0.3349536773748696, "lr": 0.02, "mask_rcnn/accuracy": 0.8902640874852228, "mask_rcnn/false_negative": 0.10494666131646582, "mask_rcnn/false_positive": 0.12058902253425219, "roi_head/num_bg_samples": 424.0, "roi_head/num_fg_samples": 88.0, "rpn/num_neg_anchors": 201.5, "rpn/num_pos_anchors": 54.5, "time": 0.5573774505028268, "total_loss": 1.1504233162268065} {"data_time": 0.013178688495827373, "eta_seconds": 52892.34457216405, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.2917877906976744, "fast_rcnn/fg_cls_accuracy": 0.6649246341731764, "iteration": 176279, "loss_box_reg": 0.24152410007081926, "loss_cls": 0.19970977742923424, "loss_mask": 0.2488107248209417, "loss_rpn_cls": 0.04513281543040648, "loss_rpn_loc": 0.0793539515871089, "loss_sem_seg": 0.2970958538353443, "lr": 0.02, "mask_rcnn/accuracy": 0.8836076925540091, "mask_rcnn/false_negative": 0.09327387396836853, "mask_rcnn/false_positive": 0.12568023523886276, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5636397209964343, "total_loss": 1.1351013788953424} {"data_time": 0.011592800001380965, "eta_seconds": 52851.78481315763, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.3774193548387097, "fast_rcnn/fg_cls_accuracy": 0.5914927261227072, "iteration": 176299, "loss_box_reg": 0.242237058468163, "loss_cls": 0.21631912398152053, "loss_mask": 0.24799283291213214, "loss_rpn_cls": 0.044162580074043944, "loss_rpn_loc": 0.0811983939493075, "loss_sem_seg": 0.32352413469925523, "lr": 0.02, "mask_rcnn/accuracy": 0.8923175298930824, "mask_rcnn/false_negative": 0.09206026700569692, "mask_rcnn/false_positive": 0.1260284442501562, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5606065034953644, "total_loss": 1.1393268668325618} {"data_time": 0.013435533997835591, "eta_seconds": 52869.77018880401, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.2792207792207792, "fast_rcnn/fg_cls_accuracy": 0.6388888888888888, "iteration": 176319, "loss_box_reg": 0.24453505128622055, "loss_cls": 0.21520690619945526, "loss_mask": 0.2535870117135346, "loss_rpn_cls": 0.04799161956179887, "loss_rpn_loc": 0.08296748751308769, "loss_sem_seg": 0.3110905005596578, "lr": 0.02, "mask_rcnn/accuracy": 0.8978100173807949, "mask_rcnn/false_negative": 0.09211014709294213, "mask_rcnn/false_positive": 0.10909555259601479, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5704725734976819, "total_loss": 1.2072884633525973} {"data_time": 0.011917470008484088, "eta_seconds": 52865.82292907439, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.3618550682332336, "fast_rcnn/fg_cls_accuracy": 0.6152645603349829, "iteration": 176339, "loss_box_reg": 0.2568779648281634, "loss_cls": 0.20282958075404167, "loss_mask": 0.2528159776702523, "loss_rpn_cls": 0.037816034819115885, "loss_rpn_loc": 0.0827889678766951, "loss_sem_seg": 0.32214278681203723, "lr": 0.02, "mask_rcnn/accuracy": 0.89506571635739, "mask_rcnn/false_negative": 0.08489261316718227, "mask_rcnn/false_positive": 0.09864577680617842, "roi_head/num_bg_samples": 461.75, "roi_head/num_fg_samples": 50.25, "rpn/num_neg_anchors": 234.75, "rpn/num_pos_anchors": 21.25, "time": 0.5608293120021699, "total_loss": 1.2274166509741917} {"data_time": 0.01315649500611471, "eta_seconds": 52847.19580544397, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.333537790499557, "fast_rcnn/fg_cls_accuracy": 0.6490492741770599, "iteration": 176359, "loss_box_reg": 0.2215878744609654, "loss_cls": 0.19992307969368994, "loss_mask": 0.24247309193015099, "loss_rpn_cls": 0.032255825331958476, "loss_rpn_loc": 0.0650515322922729, "loss_sem_seg": 0.31205215165391564, "lr": 0.02, "mask_rcnn/accuracy": 0.9045790223372407, "mask_rcnn/false_negative": 0.090521284417698, "mask_rcnn/false_positive": 0.11288879321927524, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.562571743495937, "total_loss": 1.0881615462130867} {"data_time": 0.013263985500088893, "eta_seconds": 52844.88092255033, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.3201527469820153, "fast_rcnn/fg_cls_accuracy": 0.6371643261887164, "iteration": 176379, "loss_box_reg": 0.22131175873801112, "loss_cls": 0.21451281942427158, "loss_mask": 0.24865152314305305, "loss_rpn_cls": 0.034558828148874454, "loss_rpn_loc": 0.06798048742348328, "loss_sem_seg": 0.3536037284648046, "lr": 0.02, "mask_rcnn/accuracy": 0.8953651982394644, "mask_rcnn/false_negative": 0.08263114472485278, "mask_rcnn/false_positive": 0.13785918816451942, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.5747375394930714, "total_loss": 1.1390008055022918} {"data_time": 0.011787552502937615, "eta_seconds": 52831.956652014094, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.4012987012987013, "fast_rcnn/fg_cls_accuracy": 0.5753379564606742, "iteration": 176399, "loss_box_reg": 0.24709022510796785, "loss_cls": 0.22469849046319723, "loss_mask": 0.25949320010840893, "loss_rpn_cls": 0.04173429429647513, "loss_rpn_loc": 0.0783862155440147, "loss_sem_seg": 0.3093614736571908, "lr": 0.02, "mask_rcnn/accuracy": 0.881191039449968, "mask_rcnn/false_negative": 0.09519774466806974, "mask_rcnn/false_positive": 0.14294709524101923, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5738346134967287, "total_loss": 1.2052808451844612} {"data_time": 0.014001274001202546, "eta_seconds": 52820.667892993995, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.30846727230375026, "fast_rcnn/fg_cls_accuracy": 0.6544654088050315, "iteration": 176419, "loss_box_reg": 0.23843885818496346, "loss_cls": 0.2307356158271432, "loss_mask": 0.25590010918676853, "loss_rpn_cls": 0.042011916637420654, "loss_rpn_loc": 0.06775540659873514, "loss_sem_seg": 0.3254606908885762, "lr": 0.02, "mask_rcnn/accuracy": 0.8816296477757535, "mask_rcnn/false_negative": 0.09716008390616274, "mask_rcnn/false_positive": 0.12096969718076642, "roi_head/num_bg_samples": 431.75, "roi_head/num_fg_samples": 80.25, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5739228634993196, "total_loss": 1.2044172814348713} {"data_time": 0.012382217500999104, "eta_seconds": 52811.94204959429, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.337398862452936, "fast_rcnn/fg_cls_accuracy": 0.6292637465051258, "iteration": 176439, "loss_box_reg": 0.24372664047405124, "loss_cls": 0.2053287304006517, "loss_mask": 0.25410580821335316, "loss_rpn_cls": 0.0492859294754453, "loss_rpn_loc": 0.07718631625175476, "loss_sem_seg": 0.305642954306677, "lr": 0.02, "mask_rcnn/accuracy": 0.8828041660262351, "mask_rcnn/false_negative": 0.08844518477933802, "mask_rcnn/false_positive": 0.14677626997619955, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.5746173870065832, "total_loss": 1.1615921532938955} {"data_time": 0.011945673999434803, "eta_seconds": 52802.322964561405, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.33534136546184734, "fast_rcnn/fg_cls_accuracy": 0.6395444792870111, "iteration": 176459, "loss_box_reg": 0.240930222440511, "loss_cls": 0.21966182882897556, "loss_mask": 0.2488498715683818, "loss_rpn_cls": 0.04476019160938449, "loss_rpn_loc": 0.08569814846850932, "loss_sem_seg": 0.34197940956801176, "lr": 0.02, "mask_rcnn/accuracy": 0.881926099120224, "mask_rcnn/false_negative": 0.09432477939504577, "mask_rcnn/false_positive": 0.13620641157451013, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5615144334951765, "total_loss": 1.223793540179031} {"data_time": 0.01217408750380855, "eta_seconds": 52824.609443336, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.36146121320539926, "fast_rcnn/fg_cls_accuracy": 0.6006751954513149, "iteration": 176479, "loss_box_reg": 0.2163153977598995, "loss_cls": 0.19885796203743666, "loss_mask": 0.25532990926876664, "loss_rpn_cls": 0.041591656030504964, "loss_rpn_loc": 0.07925143695320003, "loss_sem_seg": 0.29761630995199084, "lr": 0.02, "mask_rcnn/accuracy": 0.8988845032478722, "mask_rcnn/false_negative": 0.10276573702406719, "mask_rcnn/false_positive": 0.13258311220228333, "roi_head/num_bg_samples": 467.5, "roi_head/num_fg_samples": 44.5, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5524876065028366, "total_loss": 1.0762118552811444} {"data_time": 0.011926590996154118, "eta_seconds": 52817.36801727316, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.356547619047619, "fast_rcnn/fg_cls_accuracy": 0.6262036392926446, "iteration": 176499, "loss_box_reg": 0.22527202824130654, "loss_cls": 0.2101894950028509, "loss_mask": 0.248038649559021, "loss_rpn_cls": 0.04272453364683315, "loss_rpn_loc": 0.07004991405119654, "loss_sem_seg": 0.29581253975629807, "lr": 0.02, "mask_rcnn/accuracy": 0.8812636189314043, "mask_rcnn/false_negative": 0.09895384038667568, "mask_rcnn/false_positive": 0.1259228070697757, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 205.5, "rpn/num_pos_anchors": 50.5, "time": 0.5697849385032896, "total_loss": 1.0876289508742047} {"data_time": 0.012317731998336967, "eta_seconds": 52809.17878314181, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.2799226334951456, "fast_rcnn/fg_cls_accuracy": 0.6466712898751734, "iteration": 176519, "loss_box_reg": 0.2234318437986076, "loss_cls": 0.19951542105991393, "loss_mask": 0.2424449911341071, "loss_rpn_cls": 0.03586886632547248, "loss_rpn_loc": 0.06899899418931454, "loss_sem_seg": 0.29829120729118586, "lr": 0.02, "mask_rcnn/accuracy": 0.894691541772308, "mask_rcnn/false_negative": 0.0923829683411705, "mask_rcnn/false_positive": 0.10385977121897452, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.5612608485025703, "total_loss": 1.1294510142906802} {"data_time": 0.013338598495465703, "eta_seconds": 52797.88040619181, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.34839195979899495, "fast_rcnn/fg_cls_accuracy": 0.6441188627118275, "iteration": 176539, "loss_box_reg": 0.23622174002230167, "loss_cls": 0.2129161914344877, "loss_mask": 0.24630745220929384, "loss_rpn_cls": 0.04831489725620486, "loss_rpn_loc": 0.0821998193860054, "loss_sem_seg": 0.28806634014472365, "lr": 0.02, "mask_rcnn/accuracy": 0.8938963034400753, "mask_rcnn/false_negative": 0.08936061146074413, "mask_rcnn/false_positive": 0.12476653284259226, "roi_head/num_bg_samples": 430.0, "roi_head/num_fg_samples": 82.0, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.5705616019986337, "total_loss": 1.1405880114471074} {"data_time": 0.012211964000016451, "eta_seconds": 52788.8681571315, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.412080223880597, "fast_rcnn/fg_cls_accuracy": 0.5808998485831711, "iteration": 176559, "loss_box_reg": 0.23729221848770976, "loss_cls": 0.2196020174305886, "loss_mask": 0.25480472296476364, "loss_rpn_cls": 0.04601565620396286, "loss_rpn_loc": 0.08879836625419557, "loss_sem_seg": 0.33502584090456367, "lr": 0.02, "mask_rcnn/accuracy": 0.8724806796020038, "mask_rcnn/false_negative": 0.11509223428865638, "mask_rcnn/false_positive": 0.15742440179299688, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5672927944979165, "total_loss": 1.1982674096507253} {"data_time": 0.012369027994282078, "eta_seconds": 52777.56929086142, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.3186559586448814, "fast_rcnn/fg_cls_accuracy": 0.664066339066339, "iteration": 176579, "loss_box_reg": 0.20950653636828065, "loss_cls": 0.1972669669194147, "loss_mask": 0.24724570754915476, "loss_rpn_cls": 0.04489985026157228, "loss_rpn_loc": 0.07349854777567089, "loss_sem_seg": 0.3165611093863845, "lr": 0.02, "mask_rcnn/accuracy": 0.8894569562753771, "mask_rcnn/false_negative": 0.10524647912835158, "mask_rcnn/false_positive": 0.08977699212106646, "roi_head/num_bg_samples": 469.5, "roi_head/num_fg_samples": 42.5, "rpn/num_neg_anchors": 236.75, "rpn/num_pos_anchors": 19.25, "time": 0.5775630079951952, "total_loss": 1.0964155358378775} {"data_time": 0.01262881349248346, "eta_seconds": 52768.6485542114, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.3272088034323852, "fast_rcnn/fg_cls_accuracy": 0.5779124149659864, "iteration": 176599, "loss_box_reg": 0.20887991739436984, "loss_cls": 0.20048054726794362, "loss_mask": 0.2321120356209576, "loss_rpn_cls": 0.03820958561846055, "loss_rpn_loc": 0.07404919640976004, "loss_sem_seg": 0.31625047605484724, "lr": 0.02, "mask_rcnn/accuracy": 0.8930233170974218, "mask_rcnn/false_negative": 0.0830739078341926, "mask_rcnn/false_positive": 0.12693192425224167, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5682553680017008, "total_loss": 1.1351217214833014} {"data_time": 0.012582429997564759, "eta_seconds": 52768.67825482602, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.3614302310571834, "fast_rcnn/fg_cls_accuracy": 0.5327397013851412, "iteration": 176619, "loss_box_reg": 0.24208803521469235, "loss_cls": 0.22420341661199927, "loss_mask": 0.2485264865681529, "loss_rpn_cls": 0.04518425857895636, "loss_rpn_loc": 0.08489189270767383, "loss_sem_seg": 0.31575664272531867, "lr": 0.02, "mask_rcnn/accuracy": 0.8847166171796588, "mask_rcnn/false_negative": 0.07744650824906912, "mask_rcnn/false_positive": 0.1315943954706825, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5753942194933188, "total_loss": 1.193061025958741} {"data_time": 0.012509162501373794, "eta_seconds": 52766.58758899826, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3515280634734058, "fast_rcnn/fg_cls_accuracy": 0.6201710620099786, "iteration": 176639, "loss_box_reg": 0.22202081070281565, "loss_cls": 0.20748662599362433, "loss_mask": 0.24867270607501268, "loss_rpn_cls": 0.047054095441126265, "loss_rpn_loc": 0.08503090508747846, "loss_sem_seg": 0.3338050765451044, "lr": 0.02, "mask_rcnn/accuracy": 0.8837404681619604, "mask_rcnn/false_negative": 0.09794705057612685, "mask_rcnn/false_positive": 0.12593262983130205, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5560634749999736, "total_loss": 1.149255645548692} {"data_time": 0.01307396750053158, "eta_seconds": 52774.46730254194, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.27254641909814326, "fast_rcnn/fg_cls_accuracy": 0.6830143540669856, "iteration": 176659, "loss_box_reg": 0.22633001348003745, "loss_cls": 0.19811330013908446, "loss_mask": 0.2599485842511058, "loss_rpn_cls": 0.04149374047119636, "loss_rpn_loc": 0.08549735799897462, "loss_sem_seg": 0.3018072070553899, "lr": 0.02, "mask_rcnn/accuracy": 0.8990034271284271, "mask_rcnn/false_negative": 0.07485076285130446, "mask_rcnn/false_positive": 0.13130025034483817, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5646041095023975, "total_loss": 1.1468554811144713} {"data_time": 0.01314091749372892, "eta_seconds": 52763.159416981995, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.3323108384458078, "fast_rcnn/fg_cls_accuracy": 0.6245690056844656, "iteration": 176679, "loss_box_reg": 0.2247836827300489, "loss_cls": 0.2011685965117067, "loss_mask": 0.2544454075396061, "loss_rpn_cls": 0.038864468810061226, "loss_rpn_loc": 0.07779503415804356, "loss_sem_seg": 0.3220395529642701, "lr": 0.02, "mask_rcnn/accuracy": 0.894134524308523, "mask_rcnn/false_negative": 0.09282009307582068, "mask_rcnn/false_positive": 0.12779790481704206, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.563878228989779, "total_loss": 1.1553255951730534} {"data_time": 0.012784052996721584, "eta_seconds": 52751.85153142205, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.29538784067085955, "fast_rcnn/fg_cls_accuracy": 0.6636085626911314, "iteration": 176699, "loss_box_reg": 0.23157387366518378, "loss_cls": 0.21717779128812253, "loss_mask": 0.24797849729657173, "loss_rpn_cls": 0.04502526408759877, "loss_rpn_loc": 0.07138962083263323, "loss_sem_seg": 0.32413771050050855, "lr": 0.02, "mask_rcnn/accuracy": 0.8919222669536564, "mask_rcnn/false_negative": 0.0921077200258468, "mask_rcnn/false_positive": 0.12887679885563083, "roi_head/num_bg_samples": 456.75, "roi_head/num_fg_samples": 55.25, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5640663804952055, "total_loss": 1.1529190636210842} {"data_time": 0.012724592997983564, "eta_seconds": 52773.30836403879, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.26010293556995806, "fast_rcnn/fg_cls_accuracy": 0.6565295169946332, "iteration": 176719, "loss_box_reg": 0.2123038147110492, "loss_cls": 0.20224758749827743, "loss_mask": 0.25229355227202177, "loss_rpn_cls": 0.046843806572724134, "loss_rpn_loc": 0.07402299955720082, "loss_sem_seg": 0.29230684065259993, "lr": 0.02, "mask_rcnn/accuracy": 0.8855174543501612, "mask_rcnn/false_negative": 0.09339655744126994, "mask_rcnn/false_positive": 0.12668541739490652, "roi_head/num_bg_samples": 465.25, "roi_head/num_fg_samples": 46.75, "rpn/num_neg_anchors": 236.0, "rpn/num_pos_anchors": 20.0, "time": 0.5654484149999917, "total_loss": 1.0811459991382435} {"data_time": 0.012657697501708753, "eta_seconds": 52743.549597973346, "fast_rcnn/cls_accuracy": 0.95703125, "fast_rcnn/false_negative": 0.28816764433467124, "fast_rcnn/fg_cls_accuracy": 0.6185012836970475, "iteration": 176739, "loss_box_reg": 0.2367786318063736, "loss_cls": 0.22709352988749743, "loss_mask": 0.24832481238991022, "loss_rpn_cls": 0.04372699354644283, "loss_rpn_loc": 0.06600154662737623, "loss_sem_seg": 0.3062238646671176, "lr": 0.02, "mask_rcnn/accuracy": 0.9028867583654413, "mask_rcnn/false_negative": 0.10149569713205941, "mask_rcnn/false_positive": 0.09141906636278396, "roi_head/num_bg_samples": 470.25, "roi_head/num_fg_samples": 41.75, "rpn/num_neg_anchors": 235.5, "rpn/num_pos_anchors": 20.5, "time": 0.5519325575005496, "total_loss": 1.1057942328625359} {"data_time": 0.013145880999218207, "eta_seconds": 52732.23864278351, "fast_rcnn/cls_accuracy": 0.9072265625, "fast_rcnn/false_negative": 0.3520833333333333, "fast_rcnn/fg_cls_accuracy": 0.58552762222487, "iteration": 176759, "loss_box_reg": 0.2251795856282115, "loss_cls": 0.21845101285725832, "loss_mask": 0.2472177678719163, "loss_rpn_cls": 0.04397257120581344, "loss_rpn_loc": 0.08501775615150109, "loss_sem_seg": 0.34050265280529857, "lr": 0.02, "mask_rcnn/accuracy": 0.8984156791093967, "mask_rcnn/false_negative": 0.07480085744518683, "mask_rcnn/false_positive": 0.12305571033070195, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5577601804980077, "total_loss": 1.1522883098514285} {"data_time": 0.012912700003653299, "eta_seconds": 52749.17421091284, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.33533653846153844, "fast_rcnn/fg_cls_accuracy": 0.6297043010752688, "iteration": 176779, "loss_box_reg": 0.22755906637758017, "loss_cls": 0.21324451873078942, "loss_mask": 0.25188981276005507, "loss_rpn_cls": 0.047299911704612896, "loss_rpn_loc": 0.0697714166744845, "loss_sem_seg": 0.33380134869366884, "lr": 0.02, "mask_rcnn/accuracy": 0.8972754079109121, "mask_rcnn/false_negative": 0.09622806966325338, "mask_rcnn/false_positive": 0.09991105208320614, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5740933424967807, "total_loss": 1.1785223522310844} {"data_time": 0.012821466007153504, "eta_seconds": 52809.344925708785, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.39919745399197454, "fast_rcnn/fg_cls_accuracy": 0.5881762833817628, "iteration": 176799, "loss_box_reg": 0.24690950848162174, "loss_cls": 0.2107144701294601, "loss_mask": 0.2628207616508007, "loss_rpn_cls": 0.04565468576038256, "loss_rpn_loc": 0.06689649232430384, "loss_sem_seg": 0.3261420205235481, "lr": 0.02, "mask_rcnn/accuracy": 0.8870018193158633, "mask_rcnn/false_negative": 0.09744319061456035, "mask_rcnn/false_positive": 0.12924777239600094, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5820955930030323, "total_loss": 1.1501176360761747} {"data_time": 0.01190392400167184, "eta_seconds": 52830.942501916805, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.3581969246031746, "fast_rcnn/fg_cls_accuracy": 0.5431547619047619, "iteration": 176819, "loss_box_reg": 0.21419136365875602, "loss_cls": 0.2014199923723936, "loss_mask": 0.2501502470113337, "loss_rpn_cls": 0.045754703402053565, "loss_rpn_loc": 0.07389462740684394, "loss_sem_seg": 0.33665086003020406, "lr": 0.02, "mask_rcnn/accuracy": 0.8888293641165705, "mask_rcnn/false_negative": 0.07470956349109067, "mask_rcnn/false_positive": 0.14231781210176497, "roi_head/num_bg_samples": 463.25, "roi_head/num_fg_samples": 48.75, "rpn/num_neg_anchors": 239.75, "rpn/num_pos_anchors": 16.25, "time": 0.5694740799954161, "total_loss": 1.1399195671037887} {"data_time": 0.012828115497541148, "eta_seconds": 52736.51534415496, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.36867201426024954, "fast_rcnn/fg_cls_accuracy": 0.5874766445851836, "iteration": 176839, "loss_box_reg": 0.23848550184629858, "loss_cls": 0.21155951381660998, "loss_mask": 0.2404186688363552, "loss_rpn_cls": 0.0439708738704212, "loss_rpn_loc": 0.0870150680639199, "loss_sem_seg": 0.3060935677494854, "lr": 0.02, "mask_rcnn/accuracy": 0.881302162619366, "mask_rcnn/false_negative": 0.1123616606491966, "mask_rcnn/false_positive": 0.12518644423875552, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.5545314440023503, "total_loss": 1.1962680178403389} {"data_time": 0.012202762001834344, "eta_seconds": 52808.26365429683, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.33302545155993435, "fast_rcnn/fg_cls_accuracy": 0.6469428007889546, "iteration": 176859, "loss_box_reg": 0.24715097108855844, "loss_cls": 0.23297012667171657, "loss_mask": 0.26024202164262533, "loss_rpn_cls": 0.051247015595436096, "loss_rpn_loc": 0.08493086791713722, "loss_sem_seg": 0.3223977421876043, "lr": 0.02, "mask_rcnn/accuracy": 0.8917137665659169, "mask_rcnn/false_negative": 0.09467969381215831, "mask_rcnn/false_positive": 0.12387788372275377, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.5729039005018421, "total_loss": 1.1657947835046798} {"data_time": 0.012461984500987455, "eta_seconds": 52773.94508690967, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.3421858684302123, "fast_rcnn/fg_cls_accuracy": 0.6071575483340189, "iteration": 176879, "loss_box_reg": 0.22174622968304902, "loss_cls": 0.20310405106283724, "loss_mask": 0.2570656044408679, "loss_rpn_cls": 0.053639090780052356, "loss_rpn_loc": 0.08350418010377325, "loss_sem_seg": 0.32652047276496887, "lr": 0.02, "mask_rcnn/accuracy": 0.8846406831963555, "mask_rcnn/false_negative": 0.09335726461668292, "mask_rcnn/false_positive": 0.10814380957733281, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5625836029939819, "total_loss": 1.1526630636581103} {"data_time": 0.012196672498248518, "eta_seconds": 52762.610598429754, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.33485034132679853, "fast_rcnn/fg_cls_accuracy": 0.6209659511472982, "iteration": 176899, "loss_box_reg": 0.22093774937093258, "loss_cls": 0.21502320189028978, "loss_mask": 0.2600417546927929, "loss_rpn_cls": 0.045906511426437646, "loss_rpn_loc": 0.07244428183184937, "loss_sem_seg": 0.3231404284015298, "lr": 0.02, "mask_rcnn/accuracy": 0.8999435983283344, "mask_rcnn/false_negative": 0.09161770351334048, "mask_rcnn/false_positive": 0.11782612787982187, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.569649364995712, "total_loss": 1.1510582392220385} {"data_time": 0.013274097997054923, "eta_seconds": 52720.92905103436, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.38047619047619047, "fast_rcnn/fg_cls_accuracy": 0.5876371308016878, "iteration": 176919, "loss_box_reg": 0.2248438890092075, "loss_cls": 0.20812933892011642, "loss_mask": 0.2507943594828248, "loss_rpn_cls": 0.035494658834068105, "loss_rpn_loc": 0.06370092593715526, "loss_sem_seg": 0.2940284691285342, "lr": 0.02, "mask_rcnn/accuracy": 0.8889141431964123, "mask_rcnn/false_negative": 0.078796213474325, "mask_rcnn/false_positive": 0.13951451772214488, "roi_head/num_bg_samples": 456.25, "roi_head/num_fg_samples": 55.75, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5626963550021173, "total_loss": 1.0976782486832235} {"data_time": 0.011814871504611801, "eta_seconds": 52693.95943716776, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.3590863881784598, "fast_rcnn/fg_cls_accuracy": 0.5578987087036726, "iteration": 176939, "loss_box_reg": 0.22310555120930076, "loss_cls": 0.2073276024311781, "loss_mask": 0.23960157437250018, "loss_rpn_cls": 0.0466502072813455, "loss_rpn_loc": 0.07442626339616254, "loss_sem_seg": 0.31872535357251763, "lr": 0.02, "mask_rcnn/accuracy": 0.9014654861944777, "mask_rcnn/false_negative": 0.09036544574688134, "mask_rcnn/false_positive": 0.1121398207935381, "roi_head/num_bg_samples": 462.25, "roi_head/num_fg_samples": 49.75, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5602486564966966, "total_loss": 1.1211441004707012} {"data_time": 0.01237309600401204, "eta_seconds": 52698.27311521458, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.3391666666666666, "fast_rcnn/fg_cls_accuracy": 0.5791859567901234, "iteration": 176959, "loss_box_reg": 0.24333882052451372, "loss_cls": 0.21617362601682544, "loss_mask": 0.261328742839396, "loss_rpn_cls": 0.049250127689447254, "loss_rpn_loc": 0.08202659522066824, "loss_sem_seg": 0.29984815791249275, "lr": 0.02, "mask_rcnn/accuracy": 0.8796608932338759, "mask_rcnn/false_negative": 0.09991452680733343, "mask_rcnn/false_positive": 0.12362881585085819, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5655549369985238, "total_loss": 1.171386628120672} {"data_time": 0.01325123049900867, "eta_seconds": 52671.310224527806, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.35498292143861765, "fast_rcnn/fg_cls_accuracy": 0.6123744890264715, "iteration": 176979, "loss_box_reg": 0.2404466401785612, "loss_cls": 0.21908537531271577, "loss_mask": 0.25430671125650406, "loss_rpn_cls": 0.04348220588872209, "loss_rpn_loc": 0.07394900573126506, "loss_sem_seg": 0.30720091867260635, "lr": 0.02, "mask_rcnn/accuracy": 0.8996661838947759, "mask_rcnn/false_negative": 0.08640709306394448, "mask_rcnn/false_positive": 0.1139972950623578, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.563699397003802, "total_loss": 1.1710746655153343} {"data_time": 0.012532880507933442, "eta_seconds": 52640.228765419575, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.3466820690540367, "fast_rcnn/fg_cls_accuracy": 0.6089956084431223, "iteration": 176999, "loss_box_reg": 0.23699009628035128, "loss_cls": 0.23753475956618786, "loss_mask": 0.26307138055562973, "loss_rpn_cls": 0.04461379873100668, "loss_rpn_loc": 0.08122383552836254, "loss_sem_seg": 0.3982436880469322, "lr": 0.02, "mask_rcnn/accuracy": 0.9021081512997577, "mask_rcnn/false_negative": 0.07961155290251361, "mask_rcnn/false_positive": 0.1092256780358209, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.5749503574916162, "total_loss": 1.2349674455763306} {"data_time": 0.012956856997334398, "eta_seconds": 52619.46372319645, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.37248404516445754, "fast_rcnn/fg_cls_accuracy": 0.5736617355497942, "iteration": 177019, "loss_box_reg": 0.21562590636312962, "loss_cls": 0.22173274913802743, "loss_mask": 0.24622233165428042, "loss_rpn_cls": 0.04447245513438247, "loss_rpn_loc": 0.0629599615058396, "loss_sem_seg": 0.3402930162847042, "lr": 0.02, "mask_rcnn/accuracy": 0.8929673327664399, "mask_rcnn/false_negative": 0.09186536406999626, "mask_rcnn/false_positive": 0.10825971530084186, "roi_head/num_bg_samples": 461.0, "roi_head/num_fg_samples": 51.0, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.5630303405050654, "total_loss": 1.1186458297888748} {"data_time": 0.011922735495318193, "eta_seconds": 52598.323277101554, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.29734644396551724, "fast_rcnn/fg_cls_accuracy": 0.6054092965857671, "iteration": 177039, "loss_box_reg": 0.24524562619626522, "loss_cls": 0.22165200905874372, "loss_mask": 0.2533707497641444, "loss_rpn_cls": 0.04085068387212232, "loss_rpn_loc": 0.07447811623569578, "loss_sem_seg": 0.35815336974337697, "lr": 0.02, "mask_rcnn/accuracy": 0.9039629839349927, "mask_rcnn/false_negative": 0.0883118072513728, "mask_rcnn/false_positive": 0.11298875637222074, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5603470785063109, "total_loss": 1.1413174290210009} {"data_time": 0.012525575002655387, "eta_seconds": 52590.735996572126, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.345740498034076, "fast_rcnn/fg_cls_accuracy": 0.6236566186107471, "iteration": 177059, "loss_box_reg": 0.23316654632799327, "loss_cls": 0.22725007380358875, "loss_mask": 0.25428020395338535, "loss_rpn_cls": 0.04403155455656815, "loss_rpn_loc": 0.07726974377874285, "loss_sem_seg": 0.3519455697387457, "lr": 0.02, "mask_rcnn/accuracy": 0.8866359263756058, "mask_rcnn/false_negative": 0.10028603491669477, "mask_rcnn/false_positive": 0.11819165403444934, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5741182409983594, "total_loss": 1.1831237621372566} {"data_time": 0.012230241503857542, "eta_seconds": 52585.508745046165, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.2857142857142857, "fast_rcnn/fg_cls_accuracy": 0.6467304625199362, "iteration": 177079, "loss_box_reg": 0.2310227530542761, "loss_cls": 0.207663016859442, "loss_mask": 0.2572847595438361, "loss_rpn_cls": 0.04534030391369015, "loss_rpn_loc": 0.07749712280929089, "loss_sem_seg": 0.3700250471010804, "lr": 0.02, "mask_rcnn/accuracy": 0.8943907070106878, "mask_rcnn/false_negative": 0.09168387809181464, "mask_rcnn/false_positive": 0.11612749830450798, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5642515319923405, "total_loss": 1.2143390287528746} {"data_time": 0.01293103551142849, "eta_seconds": 52564.37463846141, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.36387631975867274, "fast_rcnn/fg_cls_accuracy": 0.6101614434947769, "iteration": 177099, "loss_box_reg": 0.21834866609424353, "loss_cls": 0.21568005019798875, "loss_mask": 0.23444463033229113, "loss_rpn_cls": 0.045349555264692754, "loss_rpn_loc": 0.08595903750392608, "loss_sem_seg": 0.3425087973009795, "lr": 0.02, "mask_rcnn/accuracy": 0.8960451461420862, "mask_rcnn/false_negative": 0.10858671004752879, "mask_rcnn/false_positive": 0.11355509277287801, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5618362680033897, "total_loss": 1.1610054198245052} {"data_time": 0.013527431001421064, "eta_seconds": 52555.160229677575, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.3311762466692044, "fast_rcnn/fg_cls_accuracy": 0.6381818181818182, "iteration": 177119, "loss_box_reg": 0.22936911787837744, "loss_cls": 0.21996739646419883, "loss_mask": 0.2488333024084568, "loss_rpn_cls": 0.04393389035249129, "loss_rpn_loc": 0.08091612893622369, "loss_sem_seg": 0.3324453728273511, "lr": 0.02, "mask_rcnn/accuracy": 0.88980161006021, "mask_rcnn/false_negative": 0.0921702115618272, "mask_rcnn/false_positive": 0.11766661871929437, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5802748950009118, "total_loss": 1.1925533272442408} {"data_time": 0.01238653899054043, "eta_seconds": 52518.80508119521, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.3224516988674217, "fast_rcnn/fg_cls_accuracy": 0.6242983159583, "iteration": 177139, "loss_box_reg": 0.23144714580848813, "loss_cls": 0.20732795307412744, "loss_mask": 0.2457228535786271, "loss_rpn_cls": 0.03788814228028059, "loss_rpn_loc": 0.07388820944470353, "loss_sem_seg": 0.30257627833634615, "lr": 0.02, "mask_rcnn/accuracy": 0.9005188223938223, "mask_rcnn/false_negative": 0.0877943471705436, "mask_rcnn/false_positive": 0.09607275257623732, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 236.0, "rpn/num_pos_anchors": 20.0, "time": 0.5728244310012087, "total_loss": 1.1263178771914681} {"data_time": 0.013034856499871239, "eta_seconds": 52534.15092002187, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.3645002658160553, "fast_rcnn/fg_cls_accuracy": 0.5913656299173056, "iteration": 177159, "loss_box_reg": 0.25033448031172156, "loss_cls": 0.2379624187014997, "loss_mask": 0.25740407779812813, "loss_rpn_cls": 0.043897898809518665, "loss_rpn_loc": 0.08006673969794065, "loss_sem_seg": 0.30704629980027676, "lr": 0.02, "mask_rcnn/accuracy": 0.899374005435982, "mask_rcnn/false_negative": 0.09169040565659037, "mask_rcnn/false_positive": 0.11459541585371998, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5858909454982495, "total_loss": 1.19350685376412} {"data_time": 0.01222022199362982, "eta_seconds": 52537.736409475285, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.27805544709098007, "fast_rcnn/fg_cls_accuracy": 0.6737806753182853, "iteration": 177179, "loss_box_reg": 0.2336008520796895, "loss_cls": 0.2132366916630417, "loss_mask": 0.25974865909665823, "loss_rpn_cls": 0.04203785286517814, "loss_rpn_loc": 0.08331617410294712, "loss_sem_seg": 0.35602186957839876, "lr": 0.02, "mask_rcnn/accuracy": 0.8699429639461054, "mask_rcnn/false_negative": 0.10368509136264153, "mask_rcnn/false_positive": 0.13267040002798428, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.5669071984957554, "total_loss": 1.1503347304824274} {"data_time": 0.01155243800894823, "eta_seconds": 52531.104953586306, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.35951576576576577, "fast_rcnn/fg_cls_accuracy": 0.6123772514834848, "iteration": 177199, "loss_box_reg": 0.25857095746323466, "loss_cls": 0.23685636173468083, "loss_mask": 0.2533790050074458, "loss_rpn_cls": 0.04044738147058524, "loss_rpn_loc": 0.08224659596453421, "loss_sem_seg": 0.33406041748821735, "lr": 0.02, "mask_rcnn/accuracy": 0.8966272885277988, "mask_rcnn/false_negative": 0.08779412972975101, "mask_rcnn/false_positive": 0.11059490451226375, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5717628460042761, "total_loss": 1.184820257301908} {"data_time": 0.011814160003268626, "eta_seconds": 52515.095956815014, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.34727804165144316, "fast_rcnn/fg_cls_accuracy": 0.5710403726708074, "iteration": 177219, "loss_box_reg": 0.2096615405753255, "loss_cls": 0.2099058241583407, "loss_mask": 0.24484737683087587, "loss_rpn_cls": 0.03989641898078844, "loss_rpn_loc": 0.07825888611841947, "loss_sem_seg": 0.3180929385125637, "lr": 0.02, "mask_rcnn/accuracy": 0.8881637628705201, "mask_rcnn/false_negative": 0.09464628522640764, "mask_rcnn/false_positive": 0.12538839628572274, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.557609774004959, "total_loss": 1.1290434635884594} {"data_time": 0.013305720502103213, "eta_seconds": 52488.88285878167, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.33381558641975306, "fast_rcnn/fg_cls_accuracy": 0.6086838106705657, "iteration": 177239, "loss_box_reg": 0.2277045464143157, "loss_cls": 0.22043578745797276, "loss_mask": 0.25675889663398266, "loss_rpn_cls": 0.042141487429034896, "loss_rpn_loc": 0.08955146482912824, "loss_sem_seg": 0.34198051039129496, "lr": 0.02, "mask_rcnn/accuracy": 0.8813513229967311, "mask_rcnn/false_negative": 0.09694511787885603, "mask_rcnn/false_positive": 0.1359139709016259, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5653759784981958, "total_loss": 1.2021974448289257} {"data_time": 0.013695693007321097, "eta_seconds": 52492.45550415474, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3204229758478288, "fast_rcnn/fg_cls_accuracy": 0.647176684881603, "iteration": 177259, "loss_box_reg": 0.22972641792148352, "loss_cls": 0.212107039289549, "loss_mask": 0.24994597677141428, "loss_rpn_cls": 0.03924324401305057, "loss_rpn_loc": 0.08752395937335677, "loss_sem_seg": 0.288349493406713, "lr": 0.02, "mask_rcnn/accuracy": 0.9061924879613461, "mask_rcnn/false_negative": 0.07285976904279229, "mask_rcnn/false_positive": 0.12139452398290138, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5583856355005992, "total_loss": 1.1226930485863704} {"data_time": 0.01225397149391938, "eta_seconds": 52510.50117649041, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.4125490196078431, "fast_rcnn/fg_cls_accuracy": 0.5618694525607806, "iteration": 177279, "loss_box_reg": 0.22900910628959537, "loss_cls": 0.20761402370408177, "loss_mask": 0.24834558740258217, "loss_rpn_cls": 0.046220446907682344, "loss_rpn_loc": 0.0771456443471834, "loss_sem_seg": 0.332948534283787, "lr": 0.02, "mask_rcnn/accuracy": 0.8748317035147393, "mask_rcnn/false_negative": 0.09112944944929859, "mask_rcnn/false_positive": 0.14065220656582536, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5701373335032258, "total_loss": 1.1116110461589415} {"data_time": 0.01187683849275345, "eta_seconds": 52539.177600826566, "fast_rcnn/cls_accuracy": 0.95751953125, "fast_rcnn/false_negative": 0.2975106685633001, "fast_rcnn/fg_cls_accuracy": 0.6866998577524893, "iteration": 177299, "loss_box_reg": 0.21810634201392531, "loss_cls": 0.19353366270661354, "loss_mask": 0.24942777026444674, "loss_rpn_cls": 0.03850876961951144, "loss_rpn_loc": 0.0757908146479167, "loss_sem_seg": 0.34144106693565845, "lr": 0.02, "mask_rcnn/accuracy": 0.8991032776747063, "mask_rcnn/false_negative": 0.07731027868099638, "mask_rcnn/false_positive": 0.1298479430039693, "roi_head/num_bg_samples": 456.75, "roi_head/num_fg_samples": 55.25, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5766666969939251, "total_loss": 1.14038624195382} {"data_time": 0.01284852850221796, "eta_seconds": 52472.84188982137, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.37977851941747576, "fast_rcnn/fg_cls_accuracy": 0.5740451388888889, "iteration": 177319, "loss_box_reg": 0.21676742983981967, "loss_cls": 0.20453195925801992, "loss_mask": 0.25031854771077633, "loss_rpn_cls": 0.042223277036100626, "loss_rpn_loc": 0.07424753461964428, "loss_sem_seg": 0.30713404389098287, "lr": 0.02, "mask_rcnn/accuracy": 0.8890669133150335, "mask_rcnn/false_negative": 0.08820892328048312, "mask_rcnn/false_positive": 0.11207148085078802, "roi_head/num_bg_samples": 456.25, "roi_head/num_fg_samples": 55.75, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5585231209988706, "total_loss": 1.061258748639375} {"data_time": 0.012320053006988019, "eta_seconds": 52530.79610057785, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.3325786163522012, "fast_rcnn/fg_cls_accuracy": 0.613953488372093, "iteration": 177339, "loss_box_reg": 0.2312403996475041, "loss_cls": 0.21131877205334604, "loss_mask": 0.24747430719435215, "loss_rpn_cls": 0.043878711643628776, "loss_rpn_loc": 0.08388630571425892, "loss_sem_seg": 0.3310153840575367, "lr": 0.02, "mask_rcnn/accuracy": 0.9042489465421797, "mask_rcnn/false_negative": 0.08453585341955175, "mask_rcnn/false_positive": 0.11588725115678282, "roi_head/num_bg_samples": 464.0, "roi_head/num_fg_samples": 48.0, "rpn/num_neg_anchors": 236.0, "rpn/num_pos_anchors": 20.0, "time": 0.5731460470051388, "total_loss": 1.1290408224158455} {"data_time": 0.012182505000964738, "eta_seconds": 52585.19782534136, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.33630192230138456, "fast_rcnn/fg_cls_accuracy": 0.6123635195889532, "iteration": 177359, "loss_box_reg": 0.20943321473896503, "loss_cls": 0.2023819349706173, "loss_mask": 0.2549697342328727, "loss_rpn_cls": 0.04067090927128447, "loss_rpn_loc": 0.07394795882282779, "loss_sem_seg": 0.3227841571206227, "lr": 0.02, "mask_rcnn/accuracy": 0.8869230935127674, "mask_rcnn/false_negative": 0.09053294849592722, "mask_rcnn/false_positive": 0.1257650755402046, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5706625355014694, "total_loss": 1.1317885056487285} {"data_time": 0.012446496497432236, "eta_seconds": 52573.84535768118, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.37119695110135004, "fast_rcnn/fg_cls_accuracy": 0.5925747526770166, "iteration": 177379, "loss_box_reg": 0.23338713683187962, "loss_cls": 0.20800126250833273, "loss_mask": 0.25553822703659534, "loss_rpn_cls": 0.047255877987481654, "loss_rpn_loc": 0.08537627069745213, "loss_sem_seg": 0.3079098490998149, "lr": 0.02, "mask_rcnn/accuracy": 0.8790624550210901, "mask_rcnn/false_negative": 0.10818908286478408, "mask_rcnn/false_positive": 0.13055673007797478, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5684091614966746, "total_loss": 1.1745900229143444} {"data_time": 0.012179470497358125, "eta_seconds": 52510.33426475759, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.3150762129669386, "fast_rcnn/fg_cls_accuracy": 0.6409134821811937, "iteration": 177399, "loss_box_reg": 0.23523775674402714, "loss_cls": 0.20894601033069193, "loss_mask": 0.25093456357717514, "loss_rpn_cls": 0.051419358351267874, "loss_rpn_loc": 0.09235733619425446, "loss_sem_seg": 0.3151491597527638, "lr": 0.02, "mask_rcnn/accuracy": 0.8900611562484947, "mask_rcnn/false_negative": 0.09700948721903467, "mask_rcnn/false_positive": 0.12689897066291114, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5777545439996175, "total_loss": 1.1714172596257413} {"data_time": 0.012341352507064585, "eta_seconds": 52471.166454106475, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.33484162895927605, "fast_rcnn/fg_cls_accuracy": 0.6347222222222222, "iteration": 177419, "loss_box_reg": 0.24351621558889747, "loss_cls": 0.22115080198273063, "loss_mask": 0.2609419487416744, "loss_rpn_cls": 0.039565802697325125, "loss_rpn_loc": 0.0768959901179187, "loss_sem_seg": 0.3243703404441476, "lr": 0.02, "mask_rcnn/accuracy": 0.8702224952862707, "mask_rcnn/false_negative": 0.10434900515132436, "mask_rcnn/false_positive": 0.15325860157528284, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.5665635795012349, "total_loss": 1.203718330769334} {"data_time": 0.01215176000550855, "eta_seconds": 52443.75003863478, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.30793650793650795, "fast_rcnn/fg_cls_accuracy": 0.5778457772337822, "iteration": 177439, "loss_box_reg": 0.22090110974386334, "loss_cls": 0.20772450597723946, "loss_mask": 0.242432227358222, "loss_rpn_cls": 0.03993325532064773, "loss_rpn_loc": 0.06487519241636619, "loss_sem_seg": 0.3238025647588074, "lr": 0.02, "mask_rcnn/accuracy": 0.8828963263459101, "mask_rcnn/false_negative": 0.10249696510554912, "mask_rcnn/false_positive": 0.12160655823853404, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 236.25, "rpn/num_pos_anchors": 19.75, "time": 0.5682425824998063, "total_loss": 1.1196240693243453} {"data_time": 0.012180826503026765, "eta_seconds": 52476.31065749757, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.3406767283349562, "fast_rcnn/fg_cls_accuracy": 0.6378020713463751, "iteration": 177459, "loss_box_reg": 0.2546002413146198, "loss_cls": 0.2166836247779429, "loss_mask": 0.25162254460155964, "loss_rpn_cls": 0.03968824818730354, "loss_rpn_loc": 0.07238722674082965, "loss_sem_seg": 0.3124096505343914, "lr": 0.02, "mask_rcnn/accuracy": 0.8990511868887305, "mask_rcnn/false_negative": 0.08207017049402364, "mask_rcnn/false_positive": 0.12190684251862444, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5834706724999705, "total_loss": 1.1703026309551205} {"data_time": 0.011862077997648157, "eta_seconds": 52451.428173898006, "fast_rcnn/cls_accuracy": 0.95751953125, "fast_rcnn/false_negative": 0.27166666666666667, "fast_rcnn/fg_cls_accuracy": 0.7033333333333334, "iteration": 177479, "loss_box_reg": 0.20965645601972938, "loss_cls": 0.17502517951652408, "loss_mask": 0.23823398211970925, "loss_rpn_cls": 0.03910573077155277, "loss_rpn_loc": 0.06694173887080979, "loss_sem_seg": 0.2755505498498678, "lr": 0.02, "mask_rcnn/accuracy": 0.9056201363121006, "mask_rcnn/false_negative": 0.08441937673172209, "mask_rcnn/false_positive": 0.11155718773643224, "roi_head/num_bg_samples": 466.5, "roi_head/num_fg_samples": 45.5, "rpn/num_neg_anchors": 235.25, "rpn/num_pos_anchors": 20.75, "time": 0.5602156530003413, "total_loss": 1.012570806517033} {"data_time": 0.012310983496718109, "eta_seconds": 52425.825689626414, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.3589253597122302, "fast_rcnn/fg_cls_accuracy": 0.6013698630136985, "iteration": 177499, "loss_box_reg": 0.22121547651477158, "loss_cls": 0.1998149713035673, "loss_mask": 0.24954427126795053, "loss_rpn_cls": 0.04382583001279272, "loss_rpn_loc": 0.06624181201914325, "loss_sem_seg": 0.3527728230692446, "lr": 0.02, "mask_rcnn/accuracy": 0.8878802506143992, "mask_rcnn/false_negative": 0.1039126320577619, "mask_rcnn/false_positive": 0.11481350676941271, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5713075430030585, "total_loss": 1.1536416405288037} {"data_time": 0.011812661490694154, "eta_seconds": 52444.657338686426, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.41763997033741196, "fast_rcnn/fg_cls_accuracy": 0.5380699088145897, "iteration": 177519, "loss_box_reg": 0.23133314726874232, "loss_cls": 0.2160801151767373, "loss_mask": 0.2526609245687723, "loss_rpn_cls": 0.039607119164429605, "loss_rpn_loc": 0.07707894634222612, "loss_sem_seg": 0.3121479544788599, "lr": 0.02, "mask_rcnn/accuracy": 0.8954288338250991, "mask_rcnn/false_negative": 0.08879169780397368, "mask_rcnn/false_positive": 0.12715596728979028, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5703327980008908, "total_loss": 1.1301600476144813} {"data_time": 0.012025753494526725, "eta_seconds": 52403.15530738638, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.37519364181316095, "fast_rcnn/fg_cls_accuracy": 0.6003083914948872, "iteration": 177539, "loss_box_reg": 0.21669594198465347, "loss_cls": 0.20091926725581288, "loss_mask": 0.25293616065755486, "loss_rpn_cls": 0.036554842299665324, "loss_rpn_loc": 0.07078477308095898, "loss_sem_seg": 0.30206031166017056, "lr": 0.02, "mask_rcnn/accuracy": 0.8813139665620976, "mask_rcnn/false_negative": 0.10220313799102285, "mask_rcnn/false_positive": 0.11911601743772893, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.5646856980019948, "total_loss": 1.0971642194490414} {"data_time": 0.013079182492219843, "eta_seconds": 52373.69673458175, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.30691496708254684, "fast_rcnn/fg_cls_accuracy": 0.689997291074089, "iteration": 177559, "loss_box_reg": 0.21742776408791542, "loss_cls": 0.19334171258378774, "loss_mask": 0.247401665430516, "loss_rpn_cls": 0.0396687047323212, "loss_rpn_loc": 0.07728949491865933, "loss_sem_seg": 0.29315449111163616, "lr": 0.02, "mask_rcnn/accuracy": 0.8947497921959215, "mask_rcnn/false_negative": 0.10354919500455925, "mask_rcnn/false_positive": 0.11426645191923851, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 0.5612180190073559, "total_loss": 1.1033138326383778} {"data_time": 0.013254480501927901, "eta_seconds": 52362.36546453175, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.3439860792801969, "fast_rcnn/fg_cls_accuracy": 0.636660724896019, "iteration": 177579, "loss_box_reg": 0.23319813515990973, "loss_cls": 0.20370501116849482, "loss_mask": 0.2565719997510314, "loss_rpn_cls": 0.03571427526185289, "loss_rpn_loc": 0.07155209744814783, "loss_sem_seg": 0.31255933246575296, "lr": 0.02, "mask_rcnn/accuracy": 0.8706527528593855, "mask_rcnn/false_negative": 0.09486703030739847, "mask_rcnn/false_positive": 0.14546675367888562, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5821259990043472, "total_loss": 1.1179483418400196} {"data_time": 0.013478620501700789, "eta_seconds": 52343.765977592404, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.3089728277097641, "fast_rcnn/fg_cls_accuracy": 0.6298803033151594, "iteration": 177599, "loss_box_reg": 0.2331340555101633, "loss_cls": 0.21436558640561998, "loss_mask": 0.2558399713598192, "loss_rpn_cls": 0.03291674258070998, "loss_rpn_loc": 0.07670404587406665, "loss_sem_seg": 0.28236877894960344, "lr": 0.02, "mask_rcnn/accuracy": 0.895607147264319, "mask_rcnn/false_negative": 0.095986408342038, "mask_rcnn/false_positive": 0.1312848537182738, "roi_head/num_bg_samples": 455.5, "roi_head/num_fg_samples": 56.5, "rpn/num_neg_anchors": 235.25, "rpn/num_pos_anchors": 20.75, "time": 0.5638790385055472, "total_loss": 1.1169880418747198} {"data_time": 0.0140435840075952, "eta_seconds": 52332.4362807325, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.352939848265896, "fast_rcnn/fg_cls_accuracy": 0.5537340619307832, "iteration": 177619, "loss_box_reg": 0.2313597835600376, "loss_cls": 0.21250554313883185, "loss_mask": 0.2541683977469802, "loss_rpn_cls": 0.03870445534448663, "loss_rpn_loc": 0.07123655162286013, "loss_sem_seg": 0.32803593715652823, "lr": 0.02, "mask_rcnn/accuracy": 0.8903226925602272, "mask_rcnn/false_negative": 0.09083966908906731, "mask_rcnn/false_positive": 0.11054235332671114, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5765005325010861, "total_loss": 1.1236461632015562} {"data_time": 0.012963292494532652, "eta_seconds": 52328.371654381765, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3007199696854869, "fast_rcnn/fg_cls_accuracy": 0.6132670700086431, "iteration": 177639, "loss_box_reg": 0.22529503284022212, "loss_cls": 0.20900224894285202, "loss_mask": 0.2479802966117859, "loss_rpn_cls": 0.041544005973264575, "loss_rpn_loc": 0.06790755339898169, "loss_sem_seg": 0.3154684347100556, "lr": 0.02, "mask_rcnn/accuracy": 0.9040921503533947, "mask_rcnn/false_negative": 0.09238680991847562, "mask_rcnn/false_positive": 0.10923967360505296, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5619501730034244, "total_loss": 1.1541800906998105} {"data_time": 0.012515782502305228, "eta_seconds": 52321.34619920565, "fast_rcnn/cls_accuracy": 0.912109375, "fast_rcnn/false_negative": 0.36929705215419506, "fast_rcnn/fg_cls_accuracy": 0.5937263794406651, "iteration": 177659, "loss_box_reg": 0.23164054146036506, "loss_cls": 0.21831416036002338, "loss_mask": 0.2522427109070122, "loss_rpn_cls": 0.04094333830289543, "loss_rpn_loc": 0.0790457125985995, "loss_sem_seg": 0.3277373840101063, "lr": 0.02, "mask_rcnn/accuracy": 0.8791303228511189, "mask_rcnn/false_negative": 0.10529483943183668, "mask_rcnn/false_positive": 0.13175432401058784, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.5696246904917643, "total_loss": 1.141928973956965} {"data_time": 0.012112689502828289, "eta_seconds": 52338.73658217762, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.30564892623716156, "fast_rcnn/fg_cls_accuracy": 0.6768867924528301, "iteration": 177679, "loss_box_reg": 0.21847584145143628, "loss_cls": 0.19868258340284228, "loss_mask": 0.24341464461758733, "loss_rpn_cls": 0.03829732589656487, "loss_rpn_loc": 0.07920025076600723, "loss_sem_seg": 0.32389853592030704, "lr": 0.02, "mask_rcnn/accuracy": 0.8918356173331866, "mask_rcnn/false_negative": 0.0891840956381671, "mask_rcnn/false_positive": 0.11280168309258701, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5724620659966604, "total_loss": 1.0936220325238537} {"data_time": 0.012238033996254671, "eta_seconds": 52294.37784423178, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.2780612244897959, "fast_rcnn/fg_cls_accuracy": 0.680171078332323, "iteration": 177699, "loss_box_reg": 0.22593959048390388, "loss_cls": 0.2103733359836042, "loss_mask": 0.2450758763588965, "loss_rpn_cls": 0.03568630672816653, "loss_rpn_loc": 0.07148343452718109, "loss_sem_seg": 0.2946417878847569, "lr": 0.02, "mask_rcnn/accuracy": 0.9083795217594427, "mask_rcnn/false_negative": 0.07419562307384293, "mask_rcnn/false_positive": 0.11271851142559752, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5544296025036601, "total_loss": 1.151489335214137} {"data_time": 0.012254848006705288, "eta_seconds": 52301.138587306246, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.37296747967479676, "fast_rcnn/fg_cls_accuracy": 0.6107723577235773, "iteration": 177719, "loss_box_reg": 0.23117263615131378, "loss_cls": 0.21602037153206766, "loss_mask": 0.24348548240959644, "loss_rpn_cls": 0.0462798320222646, "loss_rpn_loc": 0.09098447160795331, "loss_sem_seg": 0.3360841041430831, "lr": 0.02, "mask_rcnn/accuracy": 0.890169422780748, "mask_rcnn/false_negative": 0.10000005934989409, "mask_rcnn/false_positive": 0.13681956586856736, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5763466674980009, "total_loss": 1.1899642635835335} {"data_time": 0.012035748004564084, "eta_seconds": 52309.58613782054, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.2890899949723479, "fast_rcnn/fg_cls_accuracy": 0.6648490749756573, "iteration": 177739, "loss_box_reg": 0.22440083790570498, "loss_cls": 0.1903847788926214, "loss_mask": 0.23656174819916487, "loss_rpn_cls": 0.042059500148752704, "loss_rpn_loc": 0.08115051376807969, "loss_sem_seg": 0.29145828960463405, "lr": 0.02, "mask_rcnn/accuracy": 0.9137456970555806, "mask_rcnn/false_negative": 0.08744344305761031, "mask_rcnn/false_positive": 0.10364379200702942, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5678769599981024, "total_loss": 1.0583862898638472} {"data_time": 0.012160622994997539, "eta_seconds": 52329.183552089664, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.3100985221674877, "fast_rcnn/fg_cls_accuracy": 0.6584685598377282, "iteration": 177759, "loss_box_reg": 0.2390454513952136, "loss_cls": 0.2164427782408893, "loss_mask": 0.24948292039334774, "loss_rpn_cls": 0.04508364370849449, "loss_rpn_loc": 0.09861063794232905, "loss_sem_seg": 0.32192716281861067, "lr": 0.02, "mask_rcnn/accuracy": 0.8982477304269002, "mask_rcnn/false_negative": 0.08325265200568933, "mask_rcnn/false_positive": 0.11343009792434852, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5730670059929253, "total_loss": 1.1899508898932254} {"data_time": 0.012550533494504634, "eta_seconds": 52319.980073279614, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.323959085982659, "fast_rcnn/fg_cls_accuracy": 0.6281387283236994, "iteration": 177779, "loss_box_reg": 0.2333580746781081, "loss_cls": 0.2122179358266294, "loss_mask": 0.2556250412017107, "loss_rpn_cls": 0.04155427991645411, "loss_rpn_loc": 0.093671449838439, "loss_sem_seg": 0.3098693387582898, "lr": 0.02, "mask_rcnn/accuracy": 0.8852983876745082, "mask_rcnn/false_negative": 0.09108628942777679, "mask_rcnn/false_positive": 0.1302766915462995, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5716835150014958, "total_loss": 1.1381104112078901} {"data_time": 0.013005050503124949, "eta_seconds": 52303.54411063897, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.3174444750367107, "fast_rcnn/fg_cls_accuracy": 0.5892126789366053, "iteration": 177799, "loss_box_reg": 0.2292650742456317, "loss_cls": 0.20580040058121085, "loss_mask": 0.24984674900770187, "loss_rpn_cls": 0.04513800880522467, "loss_rpn_loc": 0.07946906713186763, "loss_sem_seg": 0.3168860240839422, "lr": 0.02, "mask_rcnn/accuracy": 0.8945431128558889, "mask_rcnn/false_negative": 0.08706915469672624, "mask_rcnn/false_positive": 0.11635766870354672, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5851122679960099, "total_loss": 1.1420031398374704} {"data_time": 0.01207441950100474, "eta_seconds": 52274.53161338495, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.32389277389277393, "fast_rcnn/fg_cls_accuracy": 0.6254599670092629, "iteration": 177819, "loss_box_reg": 0.22717301780357957, "loss_cls": 0.20955150853842497, "loss_mask": 0.2473207851871848, "loss_rpn_cls": 0.034170278755482286, "loss_rpn_loc": 0.06053573562530801, "loss_sem_seg": 0.30951788555830717, "lr": 0.02, "mask_rcnn/accuracy": 0.884179816674934, "mask_rcnn/false_negative": 0.09393994779516912, "mask_rcnn/false_positive": 0.13254732611916384, "roi_head/num_bg_samples": 429.0, "roi_head/num_fg_samples": 83.0, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5661561745000654, "total_loss": 1.086191680165939} {"data_time": 0.01208086348924553, "eta_seconds": 52280.853014398956, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.32405364114751317, "fast_rcnn/fg_cls_accuracy": 0.6270848015034062, "iteration": 177839, "loss_box_reg": 0.2447186573408544, "loss_cls": 0.22076328471302986, "loss_mask": 0.2551995264366269, "loss_rpn_cls": 0.04002604087872896, "loss_rpn_loc": 0.07932428439380601, "loss_sem_seg": 0.30601542303338647, "lr": 0.02, "mask_rcnn/accuracy": 0.8840774860247032, "mask_rcnn/false_negative": 0.10109495871527904, "mask_rcnn/false_positive": 0.1348112385004019, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5647850390014355, "total_loss": 1.1180677339143585} {"data_time": 0.012649910502659623, "eta_seconds": 52251.84818334475, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3579222011385199, "fast_rcnn/fg_cls_accuracy": 0.6291180799275444, "iteration": 177859, "loss_box_reg": 0.2186705474741757, "loss_cls": 0.2078932374715805, "loss_mask": 0.26023562252521515, "loss_rpn_cls": 0.04225787683390081, "loss_rpn_loc": 0.07444999273866415, "loss_sem_seg": 0.2923479350283742, "lr": 0.02, "mask_rcnn/accuracy": 0.8847871609376735, "mask_rcnn/false_negative": 0.10199874862002267, "mask_rcnn/false_positive": 0.10396499605546304, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5627481759947841, "total_loss": 1.0992586805077735} {"data_time": 0.0119862479987205, "eta_seconds": 52263.246812879835, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3098219008993123, "fast_rcnn/fg_cls_accuracy": 0.6360119047619048, "iteration": 177879, "loss_box_reg": 0.22396956710144877, "loss_cls": 0.19611244834959507, "loss_mask": 0.24818779341876507, "loss_rpn_cls": 0.038256295381870586, "loss_rpn_loc": 0.07013107837701682, "loss_sem_seg": 0.3089593092445284, "lr": 0.02, "mask_rcnn/accuracy": 0.8963999375260308, "mask_rcnn/false_negative": 0.08782879855325165, "mask_rcnn/false_positive": 0.10779488258129753, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.568951613502577, "total_loss": 1.0634404736047145} {"data_time": 0.011882094004249666, "eta_seconds": 52251.90016079988, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.2981331847311229, "fast_rcnn/fg_cls_accuracy": 0.6702898550724637, "iteration": 177899, "loss_box_reg": 0.21966776438057423, "loss_cls": 0.19506575097329915, "loss_mask": 0.24935462977737188, "loss_rpn_cls": 0.04649724730552407, "loss_rpn_loc": 0.07767948822584003, "loss_sem_seg": 0.30861316714435816, "lr": 0.02, "mask_rcnn/accuracy": 0.8919780008777705, "mask_rcnn/false_negative": 0.09652103465280364, "mask_rcnn/false_positive": 0.12230957322109196, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5667639544990379, "total_loss": 1.100007292785449} {"data_time": 0.012919648492243141, "eta_seconds": 52252.45474834436, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.3831495098039216, "fast_rcnn/fg_cls_accuracy": 0.5969498910675382, "iteration": 177919, "loss_box_reg": 0.23041626997292042, "loss_cls": 0.1990360072813928, "loss_mask": 0.2409872394055128, "loss_rpn_cls": 0.04325380995578598, "loss_rpn_loc": 0.06791328608233016, "loss_sem_seg": 0.27918195840902627, "lr": 0.02, "mask_rcnn/accuracy": 0.8731381916569363, "mask_rcnn/false_negative": 0.09839761062687666, "mask_rcnn/false_positive": 0.14072958345515962, "roi_head/num_bg_samples": 430.5, "roi_head/num_fg_samples": 81.5, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5664113274979172, "total_loss": 1.072580283100251} {"data_time": 0.012716395503957756, "eta_seconds": 52246.98098231257, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.280409414556962, "fast_rcnn/fg_cls_accuracy": 0.6037420742753623, "iteration": 177939, "loss_box_reg": 0.2183999875560403, "loss_cls": 0.21485637174919248, "loss_mask": 0.2591891451738775, "loss_rpn_cls": 0.046884968993254006, "loss_rpn_loc": 0.07716836989857256, "loss_sem_seg": 0.3330398891121149, "lr": 0.02, "mask_rcnn/accuracy": 0.904725038749677, "mask_rcnn/false_negative": 0.08811977056329372, "mask_rcnn/false_positive": 0.09044533219249577, "roi_head/num_bg_samples": 456.25, "roi_head/num_fg_samples": 55.75, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5650229420061805, "total_loss": 1.1476934730017092} {"data_time": 0.01204392049839953, "eta_seconds": 52246.97235900506, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.28519785051294577, "fast_rcnn/fg_cls_accuracy": 0.6736111111111112, "iteration": 177959, "loss_box_reg": 0.21623058011755347, "loss_cls": 0.18388471007347107, "loss_mask": 0.24586088303476572, "loss_rpn_cls": 0.04258903039590223, "loss_rpn_loc": 0.08189181447960436, "loss_sem_seg": 0.30550885619595647, "lr": 0.02, "mask_rcnn/accuracy": 0.8869433667835923, "mask_rcnn/false_negative": 0.10250100109915969, "mask_rcnn/false_positive": 0.12075690135454306, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.5667910175034194, "total_loss": 1.0811421602629707} {"data_time": 0.01246592200914165, "eta_seconds": 52244.42583701562, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.40106951871657753, "fast_rcnn/fg_cls_accuracy": 0.5685736677115988, "iteration": 177979, "loss_box_reg": 0.20719945430755615, "loss_cls": 0.17519826325587928, "loss_mask": 0.24123192951083183, "loss_rpn_cls": 0.03806617578811711, "loss_rpn_loc": 0.06360256366315298, "loss_sem_seg": 0.32655722717754543, "lr": 0.02, "mask_rcnn/accuracy": 0.8976438863144756, "mask_rcnn/false_negative": 0.09367951540625166, "mask_rcnn/false_positive": 0.12713553406918982, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5721822119958233, "total_loss": 1.0748642151011154} {"data_time": 0.01216735700290883, "eta_seconds": 52201.818389060834, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3230253353204173, "fast_rcnn/fg_cls_accuracy": 0.5905812937062938, "iteration": 177999, "loss_box_reg": 0.23289317497983575, "loss_cls": 0.2073583989404142, "loss_mask": 0.2612120215781033, "loss_rpn_cls": 0.03891781420679763, "loss_rpn_loc": 0.07211145828478038, "loss_sem_seg": 0.38725707586854696, "lr": 0.02, "mask_rcnn/accuracy": 0.9009375101405628, "mask_rcnn/false_negative": 0.09253332173274385, "mask_rcnn/false_positive": 0.11570536422379424, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5602575345037621, "total_loss": 1.16411388303095} {"data_time": 0.013140114497218747, "eta_seconds": 52195.708563193955, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.3405797101449275, "fast_rcnn/fg_cls_accuracy": 0.6101649424165527, "iteration": 178019, "loss_box_reg": 0.2334029597695917, "loss_cls": 0.20059615559875965, "loss_mask": 0.24953436385840178, "loss_rpn_cls": 0.039338361522823106, "loss_rpn_loc": 0.07375687005696818, "loss_sem_seg": 0.3233531406149268, "lr": 0.02, "mask_rcnn/accuracy": 0.8941406175704205, "mask_rcnn/false_negative": 0.10773531370992162, "mask_rcnn/false_positive": 0.13352336707859735, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.5653856300050393, "total_loss": 1.1374254478141665} {"data_time": 0.013618989498354495, "eta_seconds": 52210.361161015346, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.2917044767090139, "fast_rcnn/fg_cls_accuracy": 0.6501364489169368, "iteration": 178039, "loss_box_reg": 0.2471062031108886, "loss_cls": 0.2166216061450541, "loss_mask": 0.2445595683529973, "loss_rpn_cls": 0.03477990225655958, "loss_rpn_loc": 0.0748056605225429, "loss_sem_seg": 0.31578685343265533, "lr": 0.02, "mask_rcnn/accuracy": 0.8959971721246638, "mask_rcnn/false_negative": 0.07604928430749891, "mask_rcnn/false_positive": 0.12737272489043125, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5723870579968207, "total_loss": 1.127903573160438} {"data_time": 0.013780167006189004, "eta_seconds": 52196.59644922736, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.2741843625416972, "fast_rcnn/fg_cls_accuracy": 0.7195915710682613, "iteration": 178059, "loss_box_reg": 0.23024710197933018, "loss_cls": 0.2043461869470775, "loss_mask": 0.24667978566139936, "loss_rpn_cls": 0.039844964019721374, "loss_rpn_loc": 0.08728701775544323, "loss_sem_seg": 0.29618763318285346, "lr": 0.02, "mask_rcnn/accuracy": 0.9066648774894573, "mask_rcnn/false_negative": 0.08951174235611357, "mask_rcnn/false_positive": 0.12953415112050048, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5680940414895304, "total_loss": 1.0952018232346745} {"data_time": 0.011036989002604969, "eta_seconds": 52178.8544910649, "fast_rcnn/cls_accuracy": 0.96240234375, "fast_rcnn/false_negative": 0.24688697318007663, "fast_rcnn/fg_cls_accuracy": 0.7426298424861644, "iteration": 178079, "loss_box_reg": 0.24236858962103724, "loss_cls": 0.22380948206409812, "loss_mask": 0.2544517833739519, "loss_rpn_cls": 0.04495647401199676, "loss_rpn_loc": 0.09416544553823769, "loss_sem_seg": 0.2947800997644663, "lr": 0.02, "mask_rcnn/accuracy": 0.9179269548248574, "mask_rcnn/false_negative": 0.06335348858858317, "mask_rcnn/false_positive": 0.10328827969797459, "roi_head/num_bg_samples": 460.5, "roi_head/num_fg_samples": 51.5, "rpn/num_neg_anchors": 243.75, "rpn/num_pos_anchors": 12.25, "time": 0.5589334939941182, "total_loss": 1.160189940885175} {"data_time": 0.012196246498206165, "eta_seconds": 52159.41505215375, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.3196470588235294, "fast_rcnn/fg_cls_accuracy": 0.580013619339462, "iteration": 178099, "loss_box_reg": 0.22677314653992653, "loss_cls": 0.2116491061169654, "loss_mask": 0.2537679495289922, "loss_rpn_cls": 0.03688019132823683, "loss_rpn_loc": 0.07106683446909301, "loss_sem_seg": 0.29960163217037916, "lr": 0.02, "mask_rcnn/accuracy": 0.8754832676170257, "mask_rcnn/false_negative": 0.102980905633132, "mask_rcnn/false_positive": 0.1337030482775523, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.5625915885029826, "total_loss": 1.1140101296041394} {"data_time": 0.0124036295019323, "eta_seconds": 52148.06383398373, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.3015458058649693, "fast_rcnn/fg_cls_accuracy": 0.6964461620065165, "iteration": 178119, "loss_box_reg": 0.2216457794420421, "loss_cls": 0.18725299928337336, "loss_mask": 0.23612380400300026, "loss_rpn_cls": 0.038882572000147775, "loss_rpn_loc": 0.07008895973558538, "loss_sem_seg": 0.2992940414696932, "lr": 0.02, "mask_rcnn/accuracy": 0.909802998034076, "mask_rcnn/false_negative": 0.08436782330831497, "mask_rcnn/false_positive": 0.10646636361980924, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5696073520011851, "total_loss": 1.0621736123866867} {"data_time": 0.011655689500912558, "eta_seconds": 52136.71261581371, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3013157894736842, "fast_rcnn/fg_cls_accuracy": 0.6409412955465588, "iteration": 178139, "loss_box_reg": 0.22170434752479196, "loss_cls": 0.19588756817393005, "loss_mask": 0.24347480200231075, "loss_rpn_cls": 0.04217090888414532, "loss_rpn_loc": 0.06849274944397621, "loss_sem_seg": 0.3022860116325319, "lr": 0.02, "mask_rcnn/accuracy": 0.9061200434121017, "mask_rcnn/false_negative": 0.09035473113660832, "mask_rcnn/false_positive": 0.0985886454442629, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5670316210016608, "total_loss": 1.1147015500755515} {"data_time": 0.013260146995889954, "eta_seconds": 52111.03360474056, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.3552419637229498, "fast_rcnn/fg_cls_accuracy": 0.6062399060343562, "iteration": 178159, "loss_box_reg": 0.22574719320982695, "loss_cls": 0.2075750925578177, "loss_mask": 0.24408573936671019, "loss_rpn_cls": 0.04262182873208076, "loss_rpn_loc": 0.08273256564280018, "loss_sem_seg": 0.30232254415750504, "lr": 0.02, "mask_rcnn/accuracy": 0.8951162563702121, "mask_rcnn/false_negative": 0.09064162147450391, "mask_rcnn/false_positive": 0.1038362012998825, "roi_head/num_bg_samples": 462.75, "roi_head/num_fg_samples": 49.25, "rpn/num_neg_anchors": 234.75, "rpn/num_pos_anchors": 21.25, "time": 0.568923590995837, "total_loss": 1.0810511276358739} {"data_time": 0.012206637999042869, "eta_seconds": 52090.91361689948, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.33658290861680695, "fast_rcnn/fg_cls_accuracy": 0.5914944871676087, "iteration": 178179, "loss_box_reg": 0.2289665566640906, "loss_cls": 0.2326982484664768, "loss_mask": 0.25351711036637425, "loss_rpn_cls": 0.03896670803806046, "loss_rpn_loc": 0.09243121149484068, "loss_sem_seg": 0.2645671818754636, "lr": 0.02, "mask_rcnn/accuracy": 0.8899166949935222, "mask_rcnn/false_negative": 0.10155068813822724, "mask_rcnn/false_positive": 0.10670587799258754, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.5644184935008525, "total_loss": 1.1250259247390204} {"data_time": 0.013113103501382284, "eta_seconds": 52078.59392539225, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.31622562036443547, "fast_rcnn/fg_cls_accuracy": 0.6626061821613969, "iteration": 178199, "loss_box_reg": 0.21369385661091655, "loss_cls": 0.1958914790302515, "loss_mask": 0.2360839881002903, "loss_rpn_cls": 0.041384973024833016, "loss_rpn_loc": 0.08258346834918484, "loss_sem_seg": 0.30370077630504966, "lr": 0.02, "mask_rcnn/accuracy": 0.8953313511466194, "mask_rcnn/false_negative": 0.1005936319494454, "mask_rcnn/false_positive": 0.11260642976858065, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 206.5, "rpn/num_pos_anchors": 49.5, "time": 0.5670670519975829, "total_loss": 1.122992580931168} {"data_time": 0.012888202501926571, "eta_seconds": 52067.24795009233, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.38634183114035087, "fast_rcnn/fg_cls_accuracy": 0.5516833757294628, "iteration": 178219, "loss_box_reg": 0.23780051991343498, "loss_cls": 0.22284659801516682, "loss_mask": 0.24048571288585663, "loss_rpn_cls": 0.04006851931626443, "loss_rpn_loc": 0.0797599317447748, "loss_sem_seg": 0.2924106018617749, "lr": 0.02, "mask_rcnn/accuracy": 0.8989480988534891, "mask_rcnn/false_negative": 0.10665490731584362, "mask_rcnn/false_positive": 0.12046852436156952, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.555212269006006, "total_loss": 1.1106640117504867} {"data_time": 0.012605505995452404, "eta_seconds": 52061.79381093153, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.36946000393081757, "fast_rcnn/fg_cls_accuracy": 0.5721093749999999, "iteration": 178239, "loss_box_reg": 0.2363788892980665, "loss_cls": 0.21088110143318772, "loss_mask": 0.2453510668128729, "loss_rpn_cls": 0.03750443829630967, "loss_rpn_loc": 0.07525894843274727, "loss_sem_seg": 0.28790043969638646, "lr": 0.02, "mask_rcnn/accuracy": 0.9038651210235833, "mask_rcnn/false_negative": 0.08703558570603304, "mask_rcnn/false_positive": 0.1039805326493436, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5747716845071409, "total_loss": 1.1355709946365096} {"data_time": 0.012823185992601793, "eta_seconds": 52055.17818563522, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.3307084896605881, "fast_rcnn/fg_cls_accuracy": 0.6438138033330425, "iteration": 178259, "loss_box_reg": 0.24829224217683077, "loss_cls": 0.20652861590497196, "loss_mask": 0.2435542680323124, "loss_rpn_cls": 0.040959040459711105, "loss_rpn_loc": 0.07830435544019565, "loss_sem_seg": 0.2876181644387543, "lr": 0.02, "mask_rcnn/accuracy": 0.8870062472225071, "mask_rcnn/false_negative": 0.1013503729697394, "mask_rcnn/false_positive": 0.1325018858129153, "roi_head/num_bg_samples": 419.25, "roi_head/num_fg_samples": 92.75, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.5687139679939719, "total_loss": 1.0777205995691475} {"data_time": 0.012686377500358503, "eta_seconds": 52039.099291991704, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.2844624199528143, "fast_rcnn/fg_cls_accuracy": 0.6999735029146794, "iteration": 178279, "loss_box_reg": 0.23490683501586318, "loss_cls": 0.20914915297180414, "loss_mask": 0.2490754583850503, "loss_rpn_cls": 0.03770640862057917, "loss_rpn_loc": 0.07524023650330491, "loss_sem_seg": 0.3333791526965797, "lr": 0.02, "mask_rcnn/accuracy": 0.9081974151216551, "mask_rcnn/false_negative": 0.07779647246976346, "mask_rcnn/false_positive": 0.08385358536235524, "roi_head/num_bg_samples": 455.5, "roi_head/num_fg_samples": 56.5, "rpn/num_neg_anchors": 234.25, "rpn/num_pos_anchors": 21.75, "time": 0.5688132535069599, "total_loss": 1.1368228332867147} {"data_time": 0.013746023498242721, "eta_seconds": 52021.864048892654, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.30228365384615385, "fast_rcnn/fg_cls_accuracy": 0.6501831501831502, "iteration": 178299, "loss_box_reg": 0.20422225864604115, "loss_cls": 0.17988611944019794, "loss_mask": 0.2375812828540802, "loss_rpn_cls": 0.03676568055379903, "loss_rpn_loc": 0.07517513516359031, "loss_sem_seg": 0.2791558476164937, "lr": 0.02, "mask_rcnn/accuracy": 0.8990392433406094, "mask_rcnn/false_negative": 0.08138538291746764, "mask_rcnn/false_positive": 0.10986416814463007, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5633454194976366, "total_loss": 1.0456093705142848} {"data_time": 0.011816099999123253, "eta_seconds": 52025.47000774274, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.25913915094339623, "fast_rcnn/fg_cls_accuracy": 0.7205833333333334, "iteration": 178319, "loss_box_reg": 0.24175552697852254, "loss_cls": 0.2152153244242072, "loss_mask": 0.2518013771623373, "loss_rpn_cls": 0.04409784530798788, "loss_rpn_loc": 0.0774977664113976, "loss_sem_seg": 0.3005833752686158, "lr": 0.02, "mask_rcnn/accuracy": 0.9000773417919798, "mask_rcnn/false_negative": 0.07610615950187855, "mask_rcnn/false_positive": 0.11568906102440718, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 236.5, "rpn/num_pos_anchors": 19.5, "time": 0.5811314405000303, "total_loss": 1.1752358313824516} {"data_time": 0.01261326549865771, "eta_seconds": 51999.17209829282, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.36991919191919187, "fast_rcnn/fg_cls_accuracy": 0.5778195488721805, "iteration": 178339, "loss_box_reg": 0.23452116455882788, "loss_cls": 0.2166919163428247, "loss_mask": 0.25406006164848804, "loss_rpn_cls": 0.0414491688425187, "loss_rpn_loc": 0.07077043270692229, "loss_sem_seg": 0.2885625595226884, "lr": 0.02, "mask_rcnn/accuracy": 0.8877121762166404, "mask_rcnn/false_negative": 0.08885870629685158, "mask_rcnn/false_positive": 0.1456539843785135, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5648448014981113, "total_loss": 1.0856333473348059} {"data_time": 0.011983007505477872, "eta_seconds": 51975.71012905273, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.31828638761081807, "fast_rcnn/fg_cls_accuracy": 0.631644409531291, "iteration": 178359, "loss_box_reg": 0.23381878109648824, "loss_cls": 0.20617381273768842, "loss_mask": 0.24410617537796497, "loss_rpn_cls": 0.046045577655604575, "loss_rpn_loc": 0.08068930468289182, "loss_sem_seg": 0.26959382370114326, "lr": 0.02, "mask_rcnn/accuracy": 0.8929473807752267, "mask_rcnn/false_negative": 0.10560020721744007, "mask_rcnn/false_positive": 0.1203554453879622, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5588776299991878, "total_loss": 1.086390183889307} {"data_time": 0.011976331996265799, "eta_seconds": 51964.36679798278, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.3778951645672491, "fast_rcnn/fg_cls_accuracy": 0.6132909155178509, "iteration": 178379, "loss_box_reg": 0.20507994340732694, "loss_cls": 0.18503737379796803, "loss_mask": 0.2440059334039688, "loss_rpn_cls": 0.03914084014832042, "loss_rpn_loc": 0.074479183065705, "loss_sem_seg": 0.3077616589143872, "lr": 0.02, "mask_rcnn/accuracy": 0.8814305553663389, "mask_rcnn/false_negative": 0.09500091108181333, "mask_rcnn/false_positive": 0.13188296629485724, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5694139624974923, "total_loss": 1.0818682809185702} {"data_time": 0.013401736505329609, "eta_seconds": 51924.8589987673, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.35619527030569975, "fast_rcnn/fg_cls_accuracy": 0.6228834355828221, "iteration": 178399, "loss_box_reg": 0.2135833501815796, "loss_cls": 0.18337860819883645, "loss_mask": 0.2636375678703189, "loss_rpn_cls": 0.037296723923645914, "loss_rpn_loc": 0.06649538988131098, "loss_sem_seg": 0.31294353725388646, "lr": 0.02, "mask_rcnn/accuracy": 0.880313392962819, "mask_rcnn/false_negative": 0.09590935412538497, "mask_rcnn/false_positive": 0.13747031503789703, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 207.5, "rpn/num_pos_anchors": 48.5, "time": 0.556096278502082, "total_loss": 1.0585598834150005} {"data_time": 0.012181774502096232, "eta_seconds": 51915.703001384696, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.2990125240847784, "fast_rcnn/fg_cls_accuracy": 0.689766081871345, "iteration": 178419, "loss_box_reg": 0.25188797153532505, "loss_cls": 0.23189420392736793, "loss_mask": 0.25603329855948687, "loss_rpn_cls": 0.046054539328906685, "loss_rpn_loc": 0.08445948117878288, "loss_sem_seg": 0.3095349110662937, "lr": 0.02, "mask_rcnn/accuracy": 0.8969011824499264, "mask_rcnn/false_negative": 0.0858557357505946, "mask_rcnn/false_positive": 0.11559846604899666, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.5716171355015831, "total_loss": 1.2192631857469678} {"data_time": 0.01257913900190033, "eta_seconds": 51901.24737110924, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.2867132867132867, "fast_rcnn/fg_cls_accuracy": 0.6645021645021645, "iteration": 178439, "loss_box_reg": 0.22821876010857522, "loss_cls": 0.19592067995108664, "loss_mask": 0.2460559280589223, "loss_rpn_cls": 0.037443034118041396, "loss_rpn_loc": 0.06709785261773504, "loss_sem_seg": 0.28351288149133325, "lr": 0.02, "mask_rcnn/accuracy": 0.8896175977799525, "mask_rcnn/false_negative": 0.08619672227995337, "mask_rcnn/false_positive": 0.13126554384409572, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5656163715102593, "total_loss": 1.0920465963718016} {"data_time": 0.011949263498536311, "eta_seconds": 51858.76141817492, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.3477118119975263, "fast_rcnn/fg_cls_accuracy": 0.5544642857142856, "iteration": 178459, "loss_box_reg": 0.19907718989998102, "loss_cls": 0.20608152891509235, "loss_mask": 0.23588998056948185, "loss_rpn_cls": 0.036783047136850655, "loss_rpn_loc": 0.0739819899899885, "loss_sem_seg": 0.315113193821162, "lr": 0.02, "mask_rcnn/accuracy": 0.8959421366971985, "mask_rcnn/false_negative": 0.08589772528091184, "mask_rcnn/false_positive": 0.12511120199213602, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5588824560036301, "total_loss": 1.1142857620652649} {"data_time": 0.01189792349759955, "eta_seconds": 51878.57341718951, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.26817379018014836, "fast_rcnn/fg_cls_accuracy": 0.6850307587149693, "iteration": 178479, "loss_box_reg": 0.21851403848268092, "loss_cls": 0.1900128850247711, "loss_mask": 0.24415382836014032, "loss_rpn_cls": 0.041787996247876436, "loss_rpn_loc": 0.08442785608349368, "loss_sem_seg": 0.3014422026462853, "lr": 0.02, "mask_rcnn/accuracy": 0.8957198897865782, "mask_rcnn/false_negative": 0.09004570447407212, "mask_rcnn/false_positive": 0.119565901526706, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5622694650010089, "total_loss": 1.1099822357937228} {"data_time": 0.012518433002696838, "eta_seconds": 51844.046472971866, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.319620253164557, "fast_rcnn/fg_cls_accuracy": 0.6434599156118144, "iteration": 178499, "loss_box_reg": 0.24640437576454133, "loss_cls": 0.2159452410414815, "loss_mask": 0.25101947225630283, "loss_rpn_cls": 0.04803994900430553, "loss_rpn_loc": 0.08833856938872486, "loss_sem_seg": 0.3198808957822621, "lr": 0.02, "mask_rcnn/accuracy": 0.896690806208336, "mask_rcnn/false_negative": 0.09103668417615617, "mask_rcnn/false_positive": 0.11162680153197851, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5641089109994937, "total_loss": 1.2051375364972046} {"data_time": 0.012778645497746766, "eta_seconds": 51791.63529668729, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.334743395322851, "fast_rcnn/fg_cls_accuracy": 0.6334109730848861, "iteration": 178519, "loss_box_reg": 0.20950873848050833, "loss_cls": 0.1841527975630015, "loss_mask": 0.23385624960064888, "loss_rpn_cls": 0.041202401160262525, "loss_rpn_loc": 0.07241965492721647, "loss_sem_seg": 0.28838752349838614, "lr": 0.02, "mask_rcnn/accuracy": 0.8700499980808296, "mask_rcnn/false_negative": 0.09548608585099234, "mask_rcnn/false_positive": 0.15541053287998097, "roi_head/num_bg_samples": 428.5, "roi_head/num_fg_samples": 83.5, "rpn/num_neg_anchors": 207.5, "rpn/num_pos_anchors": 48.5, "time": 0.5642783674993552, "total_loss": 1.0434621327149216} {"data_time": 0.011746530995878857, "eta_seconds": 51794.623683352314, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.3013937282229965, "fast_rcnn/fg_cls_accuracy": 0.673768472906404, "iteration": 178539, "loss_box_reg": 0.23619021219201386, "loss_cls": 0.21094941534101963, "loss_mask": 0.25641188956797123, "loss_rpn_cls": 0.04151836672099307, "loss_rpn_loc": 0.0824493850232102, "loss_sem_seg": 0.2638222244568169, "lr": 0.02, "mask_rcnn/accuracy": 0.9018709692190527, "mask_rcnn/false_negative": 0.08476745026680428, "mask_rcnn/false_positive": 0.1106825802555079, "roi_head/num_bg_samples": 459.5, "roi_head/num_fg_samples": 52.5, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5692835219888366, "total_loss": 1.1582731474481989} {"data_time": 0.013683463497727644, "eta_seconds": 51783.297626632324, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.2976452119309262, "fast_rcnn/fg_cls_accuracy": 0.6145104895104896, "iteration": 178559, "loss_box_reg": 0.23776648938655853, "loss_cls": 0.21050080889835954, "loss_mask": 0.2727477699518204, "loss_rpn_cls": 0.04178065920132212, "loss_rpn_loc": 0.07770771445939317, "loss_sem_seg": 0.31344982516020536, "lr": 0.02, "mask_rcnn/accuracy": 0.8866704845203388, "mask_rcnn/false_negative": 0.11159793977723415, "mask_rcnn/false_positive": 0.1054708472689634, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5616802135045873, "total_loss": 1.1596228869602783} {"data_time": 0.011954107001656666, "eta_seconds": 51755.7003691627, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.2765186734852007, "fast_rcnn/fg_cls_accuracy": 0.6663885412320957, "iteration": 178579, "loss_box_reg": 0.2129627405665815, "loss_cls": 0.2149035062175244, "loss_mask": 0.24730101320892572, "loss_rpn_cls": 0.033505522267660126, "loss_rpn_loc": 0.06755657387839165, "loss_sem_seg": 0.33191825286485255, "lr": 0.02, "mask_rcnn/accuracy": 0.9063781762705082, "mask_rcnn/false_negative": 0.07949143282220769, "mask_rcnn/false_positive": 0.10654322752482925, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 235.0, "rpn/num_pos_anchors": 21.0, "time": 0.5658089469943661, "total_loss": 1.0663771473555244} {"data_time": 0.013223759495303966, "eta_seconds": 51741.694475481956, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.35468515742128937, "fast_rcnn/fg_cls_accuracy": 0.611870026525199, "iteration": 178599, "loss_box_reg": 0.22952808206900954, "loss_cls": 0.2203500047326088, "loss_mask": 0.25116457836702466, "loss_rpn_cls": 0.04545248358044773, "loss_rpn_loc": 0.07181918664718978, "loss_sem_seg": 0.3286233078688383, "lr": 0.02, "mask_rcnn/accuracy": 0.9104079004787493, "mask_rcnn/false_negative": 0.08708892195070125, "mask_rcnn/false_positive": 0.1282637298878126, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5555524355004309, "total_loss": 1.1665086969733238} {"data_time": 0.012932145495142322, "eta_seconds": 51725.93254543841, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.243198110133594, "fast_rcnn/fg_cls_accuracy": 0.7126760563380281, "iteration": 178619, "loss_box_reg": 0.219760773004964, "loss_cls": 0.19360442738980055, "loss_mask": 0.24295093771070242, "loss_rpn_cls": 0.039753085729898885, "loss_rpn_loc": 0.06713071861304343, "loss_sem_seg": 0.3143793363124132, "lr": 0.02, "mask_rcnn/accuracy": 0.892617516355201, "mask_rcnn/false_negative": 0.08722440465334744, "mask_rcnn/false_positive": 0.14179832070003973, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5592975784966256, "total_loss": 1.061514081142377} {"data_time": 0.012684271001489833, "eta_seconds": 51714.61160726845, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.28372859025032937, "fast_rcnn/fg_cls_accuracy": 0.7064129668780832, "iteration": 178639, "loss_box_reg": 0.22659771400503814, "loss_cls": 0.20504921628162265, "loss_mask": 0.24878476513549685, "loss_rpn_cls": 0.041383462521480396, "loss_rpn_loc": 0.072870218049502, "loss_sem_seg": 0.30275622149929404, "lr": 0.02, "mask_rcnn/accuracy": 0.886481524427953, "mask_rcnn/false_negative": 0.08533658863954881, "mask_rcnn/false_positive": 0.12334795353493647, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5623599649989046, "total_loss": 1.097541407769313} {"data_time": 0.01201781600684626, "eta_seconds": 51699.1499534541, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.33105022831050224, "fast_rcnn/fg_cls_accuracy": 0.6188316400580551, "iteration": 178659, "loss_box_reg": 0.2091930923052132, "loss_cls": 0.18909610994160175, "loss_mask": 0.2477674218825996, "loss_rpn_cls": 0.04201877978630364, "loss_rpn_loc": 0.07222940684005152, "loss_sem_seg": 0.29968354769516736, "lr": 0.02, "mask_rcnn/accuracy": 0.9038863542211757, "mask_rcnn/false_negative": 0.08723165024040634, "mask_rcnn/false_positive": 0.11348773570386025, "roi_head/num_bg_samples": 456.75, "roi_head/num_fg_samples": 55.25, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5561748504987918, "total_loss": 1.0913131460692966} {"data_time": 0.011826067995571066, "eta_seconds": 51687.82992193409, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.28810439114191344, "fast_rcnn/fg_cls_accuracy": 0.6802750554984027, "iteration": 178679, "loss_box_reg": 0.23960627103224397, "loss_cls": 0.2089003676082939, "loss_mask": 0.25392699148505926, "loss_rpn_cls": 0.034699665746302344, "loss_rpn_loc": 0.0700863778765779, "loss_sem_seg": 0.3194531158078462, "lr": 0.02, "mask_rcnn/accuracy": 0.8988193191348769, "mask_rcnn/false_negative": 0.09132804039435957, "mask_rcnn/false_positive": 0.12181029749079555, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 236.25, "rpn/num_pos_anchors": 19.75, "time": 0.5665921309991973, "total_loss": 1.1232256864386727} {"data_time": 0.012262842996278778, "eta_seconds": 51678.37612855212, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.294277060417663, "fast_rcnn/fg_cls_accuracy": 0.6907051282051282, "iteration": 178699, "loss_box_reg": 0.23610272910445929, "loss_cls": 0.21463972236961126, "loss_mask": 0.25431207567453384, "loss_rpn_cls": 0.03966937000586768, "loss_rpn_loc": 0.07744190641096793, "loss_sem_seg": 0.3234757058089599, "lr": 0.02, "mask_rcnn/accuracy": 0.8806720444588092, "mask_rcnn/false_negative": 0.09459626501383406, "mask_rcnn/false_positive": 0.1317343131022783, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5628213279996999, "total_loss": 1.1413834708655486} {"data_time": 0.011818189501354937, "eta_seconds": 51664.02735024455, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.32429223744292235, "fast_rcnn/fg_cls_accuracy": 0.6170765027322405, "iteration": 178719, "loss_box_reg": 0.21369804232381284, "loss_cls": 0.20040599285857752, "loss_mask": 0.24413675721734762, "loss_rpn_cls": 0.04589559859596193, "loss_rpn_loc": 0.07941332034533843, "loss_sem_seg": 0.3320551048964262, "lr": 0.02, "mask_rcnn/accuracy": 0.8918014257938182, "mask_rcnn/false_negative": 0.09296327790896684, "mask_rcnn/false_positive": 0.12443252498271626, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.55621696900198, "total_loss": 1.1242397224559681} {"data_time": 0.013718742498895153, "eta_seconds": 51652.43023124188, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.31204927884615385, "fast_rcnn/fg_cls_accuracy": 0.6475694444444444, "iteration": 178739, "loss_box_reg": 0.23619135445915163, "loss_cls": 0.21569187613204122, "loss_mask": 0.24622267251834273, "loss_rpn_cls": 0.03867009229361429, "loss_rpn_loc": 0.06510769299347885, "loss_sem_seg": 0.2946857390925288, "lr": 0.02, "mask_rcnn/accuracy": 0.8972109284482125, "mask_rcnn/false_negative": 0.07793118338884339, "mask_rcnn/false_positive": 0.11640066964570775, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5637940990054631, "total_loss": 1.087175623542862} {"data_time": 0.012580037502630148, "eta_seconds": 51641.3877966243, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3001081391242938, "fast_rcnn/fg_cls_accuracy": 0.6458333333333333, "iteration": 178759, "loss_box_reg": 0.23535613808780909, "loss_cls": 0.19990368327125907, "loss_mask": 0.2554515819065273, "loss_rpn_cls": 0.041569374297978356, "loss_rpn_loc": 0.08513316861353815, "loss_sem_seg": 0.3129447610117495, "lr": 0.02, "mask_rcnn/accuracy": 0.8954316566828582, "mask_rcnn/false_negative": 0.08563127902911749, "mask_rcnn/false_positive": 0.11767948764272676, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5727692714935984, "total_loss": 1.145610728446627} {"data_time": 0.012056187995767687, "eta_seconds": 51631.22976433405, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.3403605015673981, "fast_rcnn/fg_cls_accuracy": 0.610546875, "iteration": 178779, "loss_box_reg": 0.21908185817301273, "loss_cls": 0.19305442715995014, "loss_mask": 0.25519466679543257, "loss_rpn_cls": 0.04209834657376632, "loss_rpn_loc": 0.08303063787752762, "loss_sem_seg": 0.3139053098857403, "lr": 0.02, "mask_rcnn/accuracy": 0.8810534951159952, "mask_rcnn/false_negative": 0.11251472112723113, "mask_rcnn/false_positive": 0.12966887122302445, "roi_head/num_bg_samples": 428.25, "roi_head/num_fg_samples": 83.75, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.5776301049991162, "total_loss": 1.1374882749514654} {"data_time": 0.012576543995237444, "eta_seconds": 51613.06933830977, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.3075998075998076, "fast_rcnn/fg_cls_accuracy": 0.6884920634920635, "iteration": 178799, "loss_box_reg": 0.23690991336479783, "loss_cls": 0.20416610781103373, "loss_mask": 0.2548603154718876, "loss_rpn_cls": 0.042009511907963315, "loss_rpn_loc": 0.08371605194406584, "loss_sem_seg": 0.2900746550876647, "lr": 0.02, "mask_rcnn/accuracy": 0.8909960715521075, "mask_rcnn/false_negative": 0.08598974880152245, "mask_rcnn/false_positive": 0.11562087435639712, "roi_head/num_bg_samples": 431.5, "roi_head/num_fg_samples": 80.5, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 0.5486338025002624, "total_loss": 1.1497297338210046} {"data_time": 0.011805303001892753, "eta_seconds": 51596.90266808021, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3796155310239817, "fast_rcnn/fg_cls_accuracy": 0.56640625, "iteration": 178819, "loss_box_reg": 0.22416340513154864, "loss_cls": 0.20962033281102777, "loss_mask": 0.24791380483657122, "loss_rpn_cls": 0.04335546390211675, "loss_rpn_loc": 0.06866170465946198, "loss_sem_seg": 0.3383326658513397, "lr": 0.02, "mask_rcnn/accuracy": 0.9001043428004787, "mask_rcnn/false_negative": 0.09958910778486027, "mask_rcnn/false_positive": 0.12207538047549757, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5642820344946813, "total_loss": 1.160660857683979} {"data_time": 0.01170089499646565, "eta_seconds": 51568.27678073632, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.3324958123953099, "fast_rcnn/fg_cls_accuracy": 0.6205453240851471, "iteration": 178839, "loss_box_reg": 0.22605511383153498, "loss_cls": 0.21701635525096208, "loss_mask": 0.2560524344444275, "loss_rpn_cls": 0.0383163450169377, "loss_rpn_loc": 0.07423407695023343, "loss_sem_seg": 0.32855619862675667, "lr": 0.02, "mask_rcnn/accuracy": 0.8661940808268749, "mask_rcnn/false_negative": 0.09388112480740743, "mask_rcnn/false_positive": 0.15385365638143814, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5627516454987926, "total_loss": 1.1670800563297234} {"data_time": 0.012609272496774793, "eta_seconds": 51566.547543112436, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.2877930109360435, "fast_rcnn/fg_cls_accuracy": 0.6893004115226338, "iteration": 178859, "loss_box_reg": 0.2235263402108103, "loss_cls": 0.20753048663027585, "loss_mask": 0.24908571504056454, "loss_rpn_cls": 0.037127143412362784, "loss_rpn_loc": 0.06274572253460065, "loss_sem_seg": 0.32584294956177473, "lr": 0.02, "mask_rcnn/accuracy": 0.9037466440180214, "mask_rcnn/false_negative": 0.07628244418328639, "mask_rcnn/false_positive": 0.12386471855458958, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5637833179935114, "total_loss": 1.0996153938103816} {"data_time": 0.012098109997168649, "eta_seconds": 51545.64943931587, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.312721108490566, "fast_rcnn/fg_cls_accuracy": 0.6365077006883573, "iteration": 178879, "loss_box_reg": 0.2231194474734366, "loss_cls": 0.189840171020478, "loss_mask": 0.25138048082590103, "loss_rpn_cls": 0.04674432751198765, "loss_rpn_loc": 0.0806950717815198, "loss_sem_seg": 0.3275371165946126, "lr": 0.02, "mask_rcnn/accuracy": 0.8814389162115166, "mask_rcnn/false_negative": 0.10273844999439997, "mask_rcnn/false_positive": 0.1296795458230689, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 202.75, "rpn/num_pos_anchors": 53.25, "time": 0.5697653735041968, "total_loss": 1.121098147603334} {"data_time": 0.013078668001980986, "eta_seconds": 51526.5339240229, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.326734602962468, "fast_rcnn/fg_cls_accuracy": 0.6409574468085106, "iteration": 178899, "loss_box_reg": 0.21228727512061596, "loss_cls": 0.19766169786453247, "loss_mask": 0.25641931407153606, "loss_rpn_cls": 0.04320785411982797, "loss_rpn_loc": 0.07623086692183279, "loss_sem_seg": 0.2960046106018126, "lr": 0.02, "mask_rcnn/accuracy": 0.8926128440851784, "mask_rcnn/false_negative": 0.09194061289947211, "mask_rcnn/false_positive": 0.12721556823675476, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5513194360100897, "total_loss": 1.0845536163833458} {"data_time": 0.012361525994492695, "eta_seconds": 51518.77175714747, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.28493037840136054, "fast_rcnn/fg_cls_accuracy": 0.6637931034482758, "iteration": 178919, "loss_box_reg": 0.23997259931638837, "loss_cls": 0.20825253031216562, "loss_mask": 0.26128389965742826, "loss_rpn_cls": 0.04420913728245068, "loss_rpn_loc": 0.07470354286488146, "loss_sem_seg": 0.2890130025334656, "lr": 0.02, "mask_rcnn/accuracy": 0.888658605382523, "mask_rcnn/false_negative": 0.10015223325042416, "mask_rcnn/false_positive": 0.11453798811624837, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5713198325029225, "total_loss": 1.1403581817648956} {"data_time": 0.012954591496963985, "eta_seconds": 51502.988197365616, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3438320209973753, "fast_rcnn/fg_cls_accuracy": 0.599197159178632, "iteration": 178939, "loss_box_reg": 0.20517611596733332, "loss_cls": 0.18886031117290258, "loss_mask": 0.24174043955281377, "loss_rpn_cls": 0.04295044011087157, "loss_rpn_loc": 0.06531781842932105, "loss_sem_seg": 0.2934842729009688, "lr": 0.02, "mask_rcnn/accuracy": 0.8901794388120317, "mask_rcnn/false_negative": 0.09082948166393884, "mask_rcnn/false_positive": 0.11383643916873458, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5528292285016505, "total_loss": 1.0635566601995379} {"data_time": 0.01196598149545025, "eta_seconds": 51491.67644190557, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.3608309659090909, "fast_rcnn/fg_cls_accuracy": 0.5836966889221964, "iteration": 178959, "loss_box_reg": 0.2409178209491074, "loss_cls": 0.21148461918346584, "loss_mask": 0.255479090847075, "loss_rpn_cls": 0.042154944385401905, "loss_rpn_loc": 0.0735935733828228, "loss_sem_seg": 0.3284744108095765, "lr": 0.02, "mask_rcnn/accuracy": 0.9014022571203422, "mask_rcnn/false_negative": 0.10455259213839513, "mask_rcnn/false_positive": 0.10218726711796178, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.5653307445027167, "total_loss": 1.173245179830701} {"data_time": 0.012823854500311427, "eta_seconds": 51476.93560707595, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.3827243018419489, "fast_rcnn/fg_cls_accuracy": 0.5615335565120357, "iteration": 178979, "loss_box_reg": 0.23573553143069148, "loss_cls": 0.20788812055252492, "loss_mask": 0.2549191564321518, "loss_rpn_cls": 0.04289539017190691, "loss_rpn_loc": 0.08052855398273095, "loss_sem_seg": 0.30684052174910903, "lr": 0.02, "mask_rcnn/accuracy": 0.8923711486387589, "mask_rcnn/false_negative": 0.09687356252439439, "mask_rcnn/false_positive": 0.11007483350061843, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 235.75, "rpn/num_pos_anchors": 20.25, "time": 0.5663992510017124, "total_loss": 1.1696904047566932} {"data_time": 0.01168224899447523, "eta_seconds": 51495.045455719584, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.30949340144742443, "fast_rcnn/fg_cls_accuracy": 0.6488163421153113, "iteration": 178999, "loss_box_reg": 0.24150647805072367, "loss_cls": 0.21539056720212102, "loss_mask": 0.251485182903707, "loss_rpn_cls": 0.037877322640269995, "loss_rpn_loc": 0.07118901022477075, "loss_sem_seg": 0.3441431885585189, "lr": 0.02, "mask_rcnn/accuracy": 0.8937274259329274, "mask_rcnn/false_negative": 0.08035588797867788, "mask_rcnn/false_positive": 0.12549123392132172, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5735357450030278, "total_loss": 1.1535868342034519} {"data_time": 0.01267353400180582, "eta_seconds": 51483.727987679515, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.28762437810945274, "fast_rcnn/fg_cls_accuracy": 0.6112450132978724, "iteration": 179019, "loss_box_reg": 0.2306135012768209, "loss_cls": 0.21666505374014378, "loss_mask": 0.25531382486224174, "loss_rpn_cls": 0.044959872830077074, "loss_rpn_loc": 0.07298568362602964, "loss_sem_seg": 0.31739716324955225, "lr": 0.02, "mask_rcnn/accuracy": 0.8712344906157977, "mask_rcnn/false_negative": 0.10408227096498851, "mask_rcnn/false_positive": 0.13855216408133314, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.5643393919963273, "total_loss": 1.1377091135072988} {"data_time": 0.012024022500554565, "eta_seconds": 51464.70557783051, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.34305889423076924, "fast_rcnn/fg_cls_accuracy": 0.6255073051948052, "iteration": 179039, "loss_box_reg": 0.2248642216436565, "loss_cls": 0.21638735570013523, "loss_mask": 0.2548622298054397, "loss_rpn_cls": 0.04388063069200143, "loss_rpn_loc": 0.07125556946266443, "loss_sem_seg": 0.3233790840022266, "lr": 0.02, "mask_rcnn/accuracy": 0.896260627127974, "mask_rcnn/false_negative": 0.0921937805956429, "mask_rcnn/false_positive": 0.12142541691598976, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 205.0, "rpn/num_pos_anchors": 51.0, "time": 0.5837960689968895, "total_loss": 1.142190382204717} {"data_time": 0.012707791502180044, "eta_seconds": 51465.92842946052, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.3830307262569832, "fast_rcnn/fg_cls_accuracy": 0.5961799788615432, "iteration": 179059, "loss_box_reg": 0.23676237254403532, "loss_cls": 0.21828559739515185, "loss_mask": 0.25809499248862267, "loss_rpn_cls": 0.04764294682536274, "loss_rpn_loc": 0.08451796669396572, "loss_sem_seg": 0.3059488106518984, "lr": 0.02, "mask_rcnn/accuracy": 0.8865443362141929, "mask_rcnn/false_negative": 0.10397543142565199, "mask_rcnn/false_positive": 0.11875060159672007, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.5785137165003107, "total_loss": 1.1754140511329751} {"data_time": 0.012133078002079856, "eta_seconds": 51466.93623995481, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.28927699071812407, "fast_rcnn/fg_cls_accuracy": 0.6174432036965729, "iteration": 179079, "loss_box_reg": 0.22131863073445857, "loss_cls": 0.20294239511713386, "loss_mask": 0.2562692048959434, "loss_rpn_cls": 0.039510305563453585, "loss_rpn_loc": 0.07269796449691057, "loss_sem_seg": 0.33586083678528666, "lr": 0.02, "mask_rcnn/accuracy": 0.8976030868117891, "mask_rcnn/false_negative": 0.08126280289132773, "mask_rcnn/false_positive": 0.13315781544612731, "roi_head/num_bg_samples": 456.5, "roi_head/num_fg_samples": 55.5, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5745835574998637, "total_loss": 1.0956385946483351} {"data_time": 0.012216593997436576, "eta_seconds": 51455.61499706484, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.3544186046511628, "fast_rcnn/fg_cls_accuracy": 0.6032031250000001, "iteration": 179099, "loss_box_reg": 0.22054282762110233, "loss_cls": 0.19626514374976978, "loss_mask": 0.26720859156921506, "loss_rpn_cls": 0.04353611599071883, "loss_rpn_loc": 0.07247123774141073, "loss_sem_seg": 0.327200043015182, "lr": 0.02, "mask_rcnn/accuracy": 0.8915884081663119, "mask_rcnn/false_negative": 0.10785100993003124, "mask_rcnn/false_positive": 0.11559178491847379, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.5636507524977787, "total_loss": 1.1132129855104722} {"data_time": 0.014005125995026901, "eta_seconds": 51438.735381884886, "fast_rcnn/cls_accuracy": 0.96240234375, "fast_rcnn/false_negative": 0.30542613084837894, "fast_rcnn/fg_cls_accuracy": 0.6579297245963913, "iteration": 179119, "loss_box_reg": 0.20836943620815873, "loss_cls": 0.1795513229444623, "loss_mask": 0.2382734613493085, "loss_rpn_cls": 0.0370615419378737, "loss_rpn_loc": 0.06504849894554354, "loss_sem_seg": 0.26771775260567665, "lr": 0.02, "mask_rcnn/accuracy": 0.9067001453680454, "mask_rcnn/false_negative": 0.08403970933450478, "mask_rcnn/false_positive": 0.11850010472725572, "roi_head/num_bg_samples": 465.75, "roi_head/num_fg_samples": 46.25, "rpn/num_neg_anchors": 238.25, "rpn/num_pos_anchors": 17.75, "time": 0.5585257069978979, "total_loss": 0.976261776741012} {"data_time": 0.012483178506954573, "eta_seconds": 51425.21429987295, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.32258279026466286, "fast_rcnn/fg_cls_accuracy": 0.6519727329064243, "iteration": 179139, "loss_box_reg": 0.23979363637045026, "loss_cls": 0.22486976766958833, "loss_mask": 0.2572377026081085, "loss_rpn_cls": 0.04267495436943136, "loss_rpn_loc": 0.08047172939404845, "loss_sem_seg": 0.3060951251536608, "lr": 0.02, "mask_rcnn/accuracy": 0.909090318534455, "mask_rcnn/false_negative": 0.08362982959987625, "mask_rcnn/false_positive": 0.10505861849633706, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5643405350056128, "total_loss": 1.1853385192225687} {"data_time": 0.012303833500482142, "eta_seconds": 51409.335772210805, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.3028080062184221, "fast_rcnn/fg_cls_accuracy": 0.6654184304786714, "iteration": 179159, "loss_box_reg": 0.23152170469984412, "loss_cls": 0.20436291489750147, "loss_mask": 0.25374388601630926, "loss_rpn_cls": 0.040598920357297175, "loss_rpn_loc": 0.07126023806631565, "loss_sem_seg": 0.3016850342974067, "lr": 0.02, "mask_rcnn/accuracy": 0.8809177246611788, "mask_rcnn/false_negative": 0.09592706451774205, "mask_rcnn/false_positive": 0.14401438430039154, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5629794019987457, "total_loss": 1.1237908167677233} {"data_time": 0.012102215499908198, "eta_seconds": 51402.57522951278, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.23952373588990258, "fast_rcnn/fg_cls_accuracy": 0.7516816143497758, "iteration": 179179, "loss_box_reg": 0.23837280529551208, "loss_cls": 0.22326974477618933, "loss_mask": 0.2596038021147251, "loss_rpn_cls": 0.03891890117665753, "loss_rpn_loc": 0.07645890893763863, "loss_sem_seg": 0.2675293739885092, "lr": 0.02, "mask_rcnn/accuracy": 0.8921447341478397, "mask_rcnn/false_negative": 0.0979321507202297, "mask_rcnn/false_positive": 0.12246496815416896, "roi_head/num_bg_samples": 463.5, "roi_head/num_fg_samples": 48.5, "rpn/num_neg_anchors": 235.25, "rpn/num_pos_anchors": 20.75, "time": 0.565572601997701, "total_loss": 1.1444045144016854} {"data_time": 0.011912786503671668, "eta_seconds": 51392.80557627347, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.36045703540184776, "fast_rcnn/fg_cls_accuracy": 0.5408632778264679, "iteration": 179199, "loss_box_reg": 0.23843625641893595, "loss_cls": 0.22264487901702523, "loss_mask": 0.24771397979930043, "loss_rpn_cls": 0.04585063060221728, "loss_rpn_loc": 0.07932286491268314, "loss_sem_seg": 0.2995489710010588, "lr": 0.02, "mask_rcnn/accuracy": 0.8908658147685629, "mask_rcnn/false_negative": 0.08406321562247435, "mask_rcnn/false_positive": 0.13188217747421102, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.5788862889967277, "total_loss": 1.1545637596136658} {"data_time": 0.011681891504849773, "eta_seconds": 51392.578910619544, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.3497440529960855, "fast_rcnn/fg_cls_accuracy": 0.600195724179464, "iteration": 179219, "loss_box_reg": 0.19552587578073144, "loss_cls": 0.20379087887704372, "loss_mask": 0.24215469462797046, "loss_rpn_cls": 0.039571505854837596, "loss_rpn_loc": 0.067719598475378, "loss_sem_seg": 0.3191501784604043, "lr": 0.02, "mask_rcnn/accuracy": 0.8886262520108323, "mask_rcnn/false_negative": 0.08397256909240221, "mask_rcnn/false_positive": 0.12818640809241308, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5806333305008593, "total_loss": 1.03255437820917} {"data_time": 0.012916531995870173, "eta_seconds": 51342.79525568295, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.26089677933310573, "fast_rcnn/fg_cls_accuracy": 0.7242517355183794, "iteration": 179239, "loss_box_reg": 0.20954182371497154, "loss_cls": 0.18797297542914748, "loss_mask": 0.2537459316663444, "loss_rpn_cls": 0.05231426758109592, "loss_rpn_loc": 0.08164876728551462, "loss_sem_seg": 0.3239301601424813, "lr": 0.02, "mask_rcnn/accuracy": 0.8981701703237686, "mask_rcnn/false_negative": 0.08582584502629295, "mask_rcnn/false_positive": 0.102734571092122, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.5546667384987813, "total_loss": 1.0641963342495728} {"data_time": 0.012732309995044488, "eta_seconds": 51322.00011000487, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.27744019037096845, "fast_rcnn/fg_cls_accuracy": 0.6889856388246947, "iteration": 179259, "loss_box_reg": 0.23552408628165722, "loss_cls": 0.20236328337341547, "loss_mask": 0.24951572343707085, "loss_rpn_cls": 0.042687733308412135, "loss_rpn_loc": 0.06496316008269787, "loss_sem_seg": 0.2949518570676446, "lr": 0.02, "mask_rcnn/accuracy": 0.8958051232870812, "mask_rcnn/false_negative": 0.09789858053537971, "mask_rcnn/false_positive": 0.10421336665518077, "roi_head/num_bg_samples": 460.75, "roi_head/num_fg_samples": 51.25, "rpn/num_neg_anchors": 237.0, "rpn/num_pos_anchors": 19.0, "time": 0.5574433135043364, "total_loss": 1.1226458519813605} {"data_time": 0.01311288500437513, "eta_seconds": 51305.85786940539, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.32719017094017094, "fast_rcnn/fg_cls_accuracy": 0.6575656361659158, "iteration": 179279, "loss_box_reg": 0.23243504692800343, "loss_cls": 0.21513968985527754, "loss_mask": 0.25186813483014703, "loss_rpn_cls": 0.045159265602706, "loss_rpn_loc": 0.07511132780928165, "loss_sem_seg": 0.3284405234735459, "lr": 0.02, "mask_rcnn/accuracy": 0.9069736248307676, "mask_rcnn/false_negative": 0.0946330392498346, "mask_rcnn/false_positive": 0.10405917138624718, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5628359254988027, "total_loss": 1.158012951416822} {"data_time": 0.012966656002390664, "eta_seconds": 51300.29476562059, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3761290322580645, "fast_rcnn/fg_cls_accuracy": 0.580891957454749, "iteration": 179299, "loss_box_reg": 0.2300634765997529, "loss_cls": 0.21160749508999288, "loss_mask": 0.25560569390654564, "loss_rpn_cls": 0.03855023652431555, "loss_rpn_loc": 0.09656334144528955, "loss_sem_seg": 0.3068313570693135, "lr": 0.02, "mask_rcnn/accuracy": 0.8864580011692177, "mask_rcnn/false_negative": 0.09398868666390589, "mask_rcnn/false_positive": 0.13490428029377607, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.5804679455031874, "total_loss": 1.1569581950752763} {"data_time": 0.012742999497277196, "eta_seconds": 51279.44965020522, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.2914630172694689, "fast_rcnn/fg_cls_accuracy": 0.6115749330035044, "iteration": 179319, "loss_box_reg": 0.2111428501084447, "loss_cls": 0.1937744226306677, "loss_mask": 0.2563295355066657, "loss_rpn_cls": 0.036824266564508434, "loss_rpn_loc": 0.08116580941714346, "loss_sem_seg": 0.3357389197917655, "lr": 0.02, "mask_rcnn/accuracy": 0.9067833124910587, "mask_rcnn/false_negative": 0.08773415912919408, "mask_rcnn/false_positive": 0.09285128320463705, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5595780739968177, "total_loss": 1.0872898073212127} {"data_time": 0.012688552000327036, "eta_seconds": 51268.1397948551, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.33375976299488286, "fast_rcnn/fg_cls_accuracy": 0.6377592243468893, "iteration": 179339, "loss_box_reg": 0.2362628560513258, "loss_cls": 0.2064578435383737, "loss_mask": 0.2612537173554301, "loss_rpn_cls": 0.04269143886631355, "loss_rpn_loc": 0.08255329041276127, "loss_sem_seg": 0.3370736548677087, "lr": 0.02, "mask_rcnn/accuracy": 0.8895278714417146, "mask_rcnn/false_negative": 0.10729103771792414, "mask_rcnn/false_positive": 0.11333316649516181, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5678185025026323, "total_loss": 1.1682459637522697} {"data_time": 0.01226301300630439, "eta_seconds": 51256.82993950498, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.31390977443609025, "fast_rcnn/fg_cls_accuracy": 0.6735763018657756, "iteration": 179359, "loss_box_reg": 0.25692822877317667, "loss_cls": 0.223807338392362, "loss_mask": 0.2566475165076554, "loss_rpn_cls": 0.04786989607964642, "loss_rpn_loc": 0.08764388971030712, "loss_sem_seg": 0.28047069488093257, "lr": 0.02, "mask_rcnn/accuracy": 0.8960002691932847, "mask_rcnn/false_negative": 0.08852948072537928, "mask_rcnn/false_positive": 0.09037303972391879, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5585759169989615, "total_loss": 1.176955644506961} {"data_time": 0.012816963491786737, "eta_seconds": 51245.520084154865, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.3973656755346896, "fast_rcnn/fg_cls_accuracy": 0.5231481481481481, "iteration": 179379, "loss_box_reg": 0.2400856581516564, "loss_cls": 0.20813868520781398, "loss_mask": 0.26529188081622124, "loss_rpn_cls": 0.04364552441984415, "loss_rpn_loc": 0.07257882217527367, "loss_sem_seg": 0.3356170626357198, "lr": 0.02, "mask_rcnn/accuracy": 0.8781788961292336, "mask_rcnn/false_negative": 0.09672753279785427, "mask_rcnn/false_positive": 0.12738550692053274, "roi_head/num_bg_samples": 458.5, "roi_head/num_fg_samples": 53.5, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5745319134948659, "total_loss": 1.17113298473123} {"data_time": 0.011283650499535725, "eta_seconds": 51243.73497602001, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.31634615384615383, "fast_rcnn/fg_cls_accuracy": 0.6471719070403281, "iteration": 179399, "loss_box_reg": 0.23327583633363247, "loss_cls": 0.20475478935986757, "loss_mask": 0.2683782405219972, "loss_rpn_cls": 0.047678285220172256, "loss_rpn_loc": 0.06495342589914799, "loss_sem_seg": 0.3762289914302528, "lr": 0.02, "mask_rcnn/accuracy": 0.8852083309942351, "mask_rcnn/false_negative": 0.09602031023542604, "mask_rcnn/false_positive": 0.1429820417289103, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 235.75, "rpn/num_pos_anchors": 20.25, "time": 0.5780167074990459, "total_loss": 1.1606313226511702} {"data_time": 0.01294398100435501, "eta_seconds": 51232.42301809989, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.4133207630878438, "fast_rcnn/fg_cls_accuracy": 0.5582497212931996, "iteration": 179419, "loss_box_reg": 0.24036584026180208, "loss_cls": 0.20638777455314994, "loss_mask": 0.26039841305464506, "loss_rpn_cls": 0.041039469055249356, "loss_rpn_loc": 0.08040701202116907, "loss_sem_seg": 0.33047701278701425, "lr": 0.02, "mask_rcnn/accuracy": 0.8890029198376375, "mask_rcnn/false_negative": 0.09109777190881299, "mask_rcnn/false_positive": 0.13823946264804268, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5709237509945524, "total_loss": 1.2356368353721336} {"data_time": 0.012341400499281008, "eta_seconds": 51253.46257319127, "fast_rcnn/cls_accuracy": 0.90771484375, "fast_rcnn/false_negative": 0.41549581023265236, "fast_rcnn/fg_cls_accuracy": 0.5306267806267806, "iteration": 179439, "loss_box_reg": 0.25933162309229374, "loss_cls": 0.223328473046422, "loss_mask": 0.2562421425245702, "loss_rpn_cls": 0.04756706477201078, "loss_rpn_loc": 0.08115852240007371, "loss_sem_seg": 0.3343477895250544, "lr": 0.02, "mask_rcnn/accuracy": 0.8687605468544006, "mask_rcnn/false_negative": 0.10625267563436006, "mask_rcnn/false_positive": 0.1624273624691908, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5757827925044694, "total_loss": 1.2361785501852864} {"data_time": 0.012554938002722338, "eta_seconds": 51256.71106450033, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.2314601149269264, "fast_rcnn/fg_cls_accuracy": 0.6955466301805182, "iteration": 179459, "loss_box_reg": 0.2245390125317499, "loss_cls": 0.21542693302035332, "loss_mask": 0.24179597198963165, "loss_rpn_cls": 0.03703952278010547, "loss_rpn_loc": 0.06340753077529371, "loss_sem_seg": 0.28781860531307757, "lr": 0.02, "mask_rcnn/accuracy": 0.9065483868631875, "mask_rcnn/false_negative": 0.08143106905483766, "mask_rcnn/false_positive": 0.09197154632521484, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.5797524755034829, "total_loss": 1.0934148382511921} {"data_time": 0.012660011496336665, "eta_seconds": 51248.757709801306, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.396407791550721, "fast_rcnn/fg_cls_accuracy": 0.5743633276740239, "iteration": 179479, "loss_box_reg": 0.21800843952223659, "loss_cls": 0.20978302718140185, "loss_mask": 0.2534810258075595, "loss_rpn_cls": 0.03910069083212875, "loss_rpn_loc": 0.07407522905850783, "loss_sem_seg": 0.30333991162478924, "lr": 0.02, "mask_rcnn/accuracy": 0.8867650422750724, "mask_rcnn/false_negative": 0.08612003080826372, "mask_rcnn/false_positive": 0.12755324336341575, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5719332259977818, "total_loss": 1.1141392877034377} {"data_time": 0.011591653499635868, "eta_seconds": 51228.18738858344, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.36890397184514834, "fast_rcnn/fg_cls_accuracy": 0.5862624217887376, "iteration": 179499, "loss_box_reg": 0.23642506101168692, "loss_cls": 0.21295195678249002, "loss_mask": 0.2554400288499892, "loss_rpn_cls": 0.03468217659974471, "loss_rpn_loc": 0.06321128731360659, "loss_sem_seg": 0.33062022319063544, "lr": 0.02, "mask_rcnn/accuracy": 0.8773302590266876, "mask_rcnn/false_negative": 0.09941783020837852, "mask_rcnn/false_positive": 0.14279312120243062, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5492308855027659, "total_loss": 1.1222165459184907} {"data_time": 0.013374060996284243, "eta_seconds": 51220.46375571607, "fast_rcnn/cls_accuracy": 0.9140625, "fast_rcnn/false_negative": 0.3902972027972028, "fast_rcnn/fg_cls_accuracy": 0.5717188440698375, "iteration": 179519, "loss_box_reg": 0.23170269513502717, "loss_cls": 0.21186021342873573, "loss_mask": 0.231697381939739, "loss_rpn_cls": 0.04208262652537087, "loss_rpn_loc": 0.07741457778320182, "loss_sem_seg": 0.3278957540169358, "lr": 0.02, "mask_rcnn/accuracy": 0.8933416053496228, "mask_rcnn/false_negative": 0.0985183755857354, "mask_rcnn/false_positive": 0.13079971830935677, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.5656827280035941, "total_loss": 1.1744461337657413} {"data_time": 0.011997608999081422, "eta_seconds": 51222.57937876112, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.2653958944281525, "fast_rcnn/fg_cls_accuracy": 0.6647102897102897, "iteration": 179539, "loss_box_reg": 0.2264260109513998, "loss_cls": 0.20626590447500348, "loss_mask": 0.25037097930908203, "loss_rpn_cls": 0.036185075441608205, "loss_rpn_loc": 0.08310540087404661, "loss_sem_seg": 0.2883976842276752, "lr": 0.02, "mask_rcnn/accuracy": 0.8931885566538476, "mask_rcnn/false_negative": 0.0902894125048935, "mask_rcnn/false_positive": 0.11208962145472465, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.576040361491323, "total_loss": 1.1025457933719736} {"data_time": 0.012708026995824184, "eta_seconds": 51238.956035728654, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.30047619047619045, "fast_rcnn/fg_cls_accuracy": 0.673828125, "iteration": 179559, "loss_box_reg": 0.2205206360667944, "loss_cls": 0.19668393582105637, "loss_mask": 0.23934879899024963, "loss_rpn_cls": 0.041129200166324154, "loss_rpn_loc": 0.07783470390131697, "loss_sem_seg": 0.2749851178377867, "lr": 0.02, "mask_rcnn/accuracy": 0.8980102040816327, "mask_rcnn/false_negative": 0.08096836932506343, "mask_rcnn/false_positive": 0.1014260846141811, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.5693289214977995, "total_loss": 1.0888482322916389} {"data_time": 0.013140824499714654, "eta_seconds": 51227.62512252873, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.2895796064400715, "fast_rcnn/fg_cls_accuracy": 0.6347547380156076, "iteration": 179579, "loss_box_reg": 0.22294210572727025, "loss_cls": 0.21392533974722028, "loss_mask": 0.2393081896007061, "loss_rpn_cls": 0.04470656288322061, "loss_rpn_loc": 0.08827947202371433, "loss_sem_seg": 0.3259807392023504, "lr": 0.02, "mask_rcnn/accuracy": 0.9024099001302649, "mask_rcnn/false_negative": 0.07866593148330049, "mask_rcnn/false_positive": 0.12842221295296813, "roi_head/num_bg_samples": 431.75, "roi_head/num_fg_samples": 80.25, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5648168619954959, "total_loss": 1.129797319037607} {"data_time": 0.013894012998207472, "eta_seconds": 51216.2942093288, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.27651567147105927, "fast_rcnn/fg_cls_accuracy": 0.691455044612217, "iteration": 179599, "loss_box_reg": 0.2130733742378652, "loss_cls": 0.20638117589987814, "loss_mask": 0.23493667878210545, "loss_rpn_cls": 0.03542532764549833, "loss_rpn_loc": 0.0682836014602799, "loss_sem_seg": 0.31075683422386646, "lr": 0.02, "mask_rcnn/accuracy": 0.8955942781774837, "mask_rcnn/false_negative": 0.09943511117933121, "mask_rcnn/false_positive": 0.10680523591681267, "roi_head/num_bg_samples": 430.75, "roi_head/num_fg_samples": 81.25, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.5630742014982388, "total_loss": 1.071022404183168} {"data_time": 0.012477811505959835, "eta_seconds": 51191.932299221095, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.33549107142857143, "fast_rcnn/fg_cls_accuracy": 0.640224358974359, "iteration": 179619, "loss_box_reg": 0.26835332438349724, "loss_cls": 0.23098179511725903, "loss_mask": 0.26653769612312317, "loss_rpn_cls": 0.047028890054207295, "loss_rpn_loc": 0.07495517760980874, "loss_sem_seg": 0.3046550010330975, "lr": 0.02, "mask_rcnn/accuracy": 0.8965441645408163, "mask_rcnn/false_negative": 0.07825572028409039, "mask_rcnn/false_positive": 0.12337335377592895, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5626532485039206, "total_loss": 1.2041063750511967} {"data_time": 0.013272880496515427, "eta_seconds": 51169.74780258134, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.3199604743083004, "fast_rcnn/fg_cls_accuracy": 0.6416991975710258, "iteration": 179639, "loss_box_reg": 0.21786512434482574, "loss_cls": 0.18766465806402266, "loss_mask": 0.24683047272264957, "loss_rpn_cls": 0.046327497344464064, "loss_rpn_loc": 0.07289848267100751, "loss_sem_seg": 0.32173602702096105, "lr": 0.02, "mask_rcnn/accuracy": 0.8874805156929418, "mask_rcnn/false_negative": 0.09550774916607016, "mask_rcnn/false_positive": 0.11759202902864688, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5604990179999731, "total_loss": 1.1312249529291876} {"data_time": 0.012740133504848927, "eta_seconds": 51182.30146972902, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.4051830522418758, "fast_rcnn/fg_cls_accuracy": 0.5849339735894358, "iteration": 179659, "loss_box_reg": 0.22621011571027339, "loss_cls": 0.21297869458794594, "loss_mask": 0.26296389661729336, "loss_rpn_cls": 0.040188730432419106, "loss_rpn_loc": 0.059143827587831765, "loss_sem_seg": 0.3295445111580193, "lr": 0.02, "mask_rcnn/accuracy": 0.890870308738229, "mask_rcnn/false_negative": 0.10170124702137773, "mask_rcnn/false_positive": 0.10583994618157223, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5735132385016186, "total_loss": 1.1354411401262041} {"data_time": 0.012181942998722661, "eta_seconds": 51170.97055652909, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.3382450803308299, "fast_rcnn/fg_cls_accuracy": 0.6585702062933738, "iteration": 179679, "loss_box_reg": 0.23645638767629862, "loss_cls": 0.20223349472507834, "loss_mask": 0.2554689710959792, "loss_rpn_cls": 0.03963461791863665, "loss_rpn_loc": 0.07426797598600388, "loss_sem_seg": 0.30657943338155746, "lr": 0.02, "mask_rcnn/accuracy": 0.8989503315777179, "mask_rcnn/false_negative": 0.08624702193259057, "mask_rcnn/false_positive": 0.10165531320019763, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5652728085042327, "total_loss": 1.12779013565887} {"data_time": 0.012450431997422129, "eta_seconds": 51148.90204206077, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.3453567827937717, "fast_rcnn/fg_cls_accuracy": 0.5818288304346719, "iteration": 179699, "loss_box_reg": 0.22852203203365207, "loss_cls": 0.21259340457618237, "loss_mask": 0.2514754328876734, "loss_rpn_cls": 0.03897455451078713, "loss_rpn_loc": 0.06479519087588415, "loss_sem_seg": 0.2840011822991073, "lr": 0.02, "mask_rcnn/accuracy": 0.8791250585052668, "mask_rcnn/false_negative": 0.09699395810649859, "mask_rcnn/false_positive": 0.1395619857389126, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5563399624952581, "total_loss": 1.1110484496166464} {"data_time": 0.013305462503922172, "eta_seconds": 51148.30873012924, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.31116972894305983, "fast_rcnn/fg_cls_accuracy": 0.5848072562358276, "iteration": 179719, "loss_box_reg": 0.22261532302945852, "loss_cls": 0.2022689301520586, "loss_mask": 0.2462601950392127, "loss_rpn_cls": 0.041918429313227534, "loss_rpn_loc": 0.0749188985209912, "loss_sem_seg": 0.32480510463938117, "lr": 0.02, "mask_rcnn/accuracy": 0.8984034149151565, "mask_rcnn/false_negative": 0.08136468259073024, "mask_rcnn/false_positive": 0.12320307759681681, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.5611361394985579, "total_loss": 1.136846100765979} {"data_time": 0.012655846498091705, "eta_seconds": 51117.604872965734, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3046428571428571, "fast_rcnn/fg_cls_accuracy": 0.6624870631319162, "iteration": 179739, "loss_box_reg": 0.2329070868436247, "loss_cls": 0.21279199165292084, "loss_mask": 0.24956995900720358, "loss_rpn_cls": 0.04471155593637377, "loss_rpn_loc": 0.08087482926202938, "loss_sem_seg": 0.3286818899214268, "lr": 0.02, "mask_rcnn/accuracy": 0.8866121569974267, "mask_rcnn/false_negative": 0.08710723831277249, "mask_rcnn/false_positive": 0.1153199281964139, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5556983394999406, "total_loss": 1.1622206143802032} {"data_time": 0.011664075005683117, "eta_seconds": 51044.28570837787, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3104717249218528, "fast_rcnn/fg_cls_accuracy": 0.6344337735094038, "iteration": 179759, "loss_box_reg": 0.22458181367255747, "loss_cls": 0.1958496905863285, "loss_mask": 0.2420441685244441, "loss_rpn_cls": 0.044499332580016926, "loss_rpn_loc": 0.07934792607557029, "loss_sem_seg": 0.373092083260417, "lr": 0.02, "mask_rcnn/accuracy": 0.8758263868927854, "mask_rcnn/false_negative": 0.09656325693610227, "mask_rcnn/false_positive": 0.15858693762299925, "roi_head/num_bg_samples": 458.5, "roi_head/num_fg_samples": 53.5, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5585801659981371, "total_loss": 1.118410699593369} {"data_time": 0.011898256503627636, "eta_seconds": 50982.56139194009, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.28565244279529994, "fast_rcnn/fg_cls_accuracy": 0.6815331533153315, "iteration": 179779, "loss_box_reg": 0.220571662299335, "loss_cls": 0.2074398179538548, "loss_mask": 0.25158298294991255, "loss_rpn_cls": 0.040229453676147386, "loss_rpn_loc": 0.07675691385520622, "loss_sem_seg": 0.3096160222776234, "lr": 0.02, "mask_rcnn/accuracy": 0.8933996032697196, "mask_rcnn/false_negative": 0.09789238858745428, "mask_rcnn/false_positive": 0.10899473670524873, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5600561649989686, "total_loss": 1.1455203663208522} {"data_time": 0.011950253996474203, "eta_seconds": 51017.32858484539, "fast_rcnn/cls_accuracy": 0.91259765625, "fast_rcnn/false_negative": 0.3439345991561181, "fast_rcnn/fg_cls_accuracy": 0.5862696563774024, "iteration": 179799, "loss_box_reg": 0.241164930164814, "loss_cls": 0.21614486048929393, "loss_mask": 0.25371825601905584, "loss_rpn_cls": 0.036930144677171484, "loss_rpn_loc": 0.07111949466707301, "loss_sem_seg": 0.33401790726929903, "lr": 0.02, "mask_rcnn/accuracy": 0.8771692899582979, "mask_rcnn/false_negative": 0.11484810962656364, "mask_rcnn/false_positive": 0.12013168761014631, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5730381594985374, "total_loss": 1.181367424374912} {"data_time": 0.012593964500410948, "eta_seconds": 51007.6464598085, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.3443775100401606, "fast_rcnn/fg_cls_accuracy": 0.6265743371212121, "iteration": 179819, "loss_box_reg": 0.23887151200324297, "loss_cls": 0.21862590964883566, "loss_mask": 0.2555594751611352, "loss_rpn_cls": 0.039606456193723716, "loss_rpn_loc": 0.06938889250159264, "loss_sem_seg": 0.32022249698638916, "lr": 0.02, "mask_rcnn/accuracy": 0.8789128459017962, "mask_rcnn/false_negative": 0.09605256783750167, "mask_rcnn/false_positive": 0.15547704049353123, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.5657759769965196, "total_loss": 1.14014636160573} {"data_time": 0.012343722002697177, "eta_seconds": 51030.07666061633, "fast_rcnn/cls_accuracy": 0.90185546875, "fast_rcnn/false_negative": 0.4276500526500526, "fast_rcnn/fg_cls_accuracy": 0.5313479623824451, "iteration": 179839, "loss_box_reg": 0.23200283478945494, "loss_cls": 0.21699979482218623, "loss_mask": 0.24792813044041395, "loss_rpn_cls": 0.040577438834588975, "loss_rpn_loc": 0.0680080329766497, "loss_sem_seg": 0.2972979333717376, "lr": 0.02, "mask_rcnn/accuracy": 0.8911442389455781, "mask_rcnn/false_negative": 0.09131452289736858, "mask_rcnn/false_positive": 0.12787603870396413, "roi_head/num_bg_samples": 422.75, "roi_head/num_fg_samples": 89.25, "rpn/num_neg_anchors": 206.75, "rpn/num_pos_anchors": 49.25, "time": 0.5681797774959705, "total_loss": 1.1412572938133962} {"data_time": 0.013136073997884523, "eta_seconds": 51026.22958278306, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.2756297167499755, "fast_rcnn/fg_cls_accuracy": 0.6707961959998294, "iteration": 179859, "loss_box_reg": 0.2354912841692567, "loss_cls": 0.2130619129166007, "loss_mask": 0.2578079532831907, "loss_rpn_cls": 0.04484715289436281, "loss_rpn_loc": 0.06777420151047409, "loss_sem_seg": 0.31530326372012496, "lr": 0.02, "mask_rcnn/accuracy": 0.892330589890183, "mask_rcnn/false_negative": 0.10112533971811928, "mask_rcnn/false_positive": 0.10921824770368355, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.571468971997092, "total_loss": 1.1640251082135364} {"data_time": 0.013192692000302486, "eta_seconds": 50993.33598315239, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.3433838324062019, "fast_rcnn/fg_cls_accuracy": 0.6307506053268765, "iteration": 179879, "loss_box_reg": 0.2290937697980553, "loss_cls": 0.21371506480500102, "loss_mask": 0.2480123843997717, "loss_rpn_cls": 0.04653603432234377, "loss_rpn_loc": 0.08656978933140635, "loss_sem_seg": 0.2748060976155102, "lr": 0.02, "mask_rcnn/accuracy": 0.87865262568442, "mask_rcnn/false_negative": 0.08846387254564667, "mask_rcnn/false_positive": 0.1457117363311202, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5572103939994122, "total_loss": 1.0880858628079295} {"data_time": 0.012230355489009526, "eta_seconds": 51003.5867323231, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.366813004271476, "fast_rcnn/fg_cls_accuracy": 0.6076893052302889, "iteration": 179899, "loss_box_reg": 0.22482656547799706, "loss_cls": 0.19541610358282924, "loss_mask": 0.24443062394857407, "loss_rpn_cls": 0.04227965560858138, "loss_rpn_loc": 0.07875834291917272, "loss_sem_seg": 0.3019028133712709, "lr": 0.02, "mask_rcnn/accuracy": 0.8874716105858287, "mask_rcnn/false_negative": 0.09855997240654014, "mask_rcnn/false_positive": 0.11699198550244887, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5646417214957182, "total_loss": 1.0940072145604063} {"data_time": 0.012506854007369839, "eta_seconds": 50953.782658618446, "fast_rcnn/cls_accuracy": 0.958984375, "fast_rcnn/false_negative": 0.2673007246376812, "fast_rcnn/fg_cls_accuracy": 0.6894774443764033, "iteration": 179919, "loss_box_reg": 0.2278477638028562, "loss_cls": 0.20100530795753002, "loss_mask": 0.2536509083583951, "loss_rpn_cls": 0.03991145204054192, "loss_rpn_loc": 0.07994137826608494, "loss_sem_seg": 0.31153839686885476, "lr": 0.02, "mask_rcnn/accuracy": 0.8993134807095472, "mask_rcnn/false_negative": 0.07222510540328267, "mask_rcnn/false_positive": 0.1195195160984032, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5543181115062907, "total_loss": 1.1054848327767104} {"data_time": 0.012063010501151439, "eta_seconds": 50991.88530268011, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.2885989010989011, "fast_rcnn/fg_cls_accuracy": 0.6440854119425548, "iteration": 179939, "loss_box_reg": 0.23923395201563835, "loss_cls": 0.22802986204624176, "loss_mask": 0.25785599183291197, "loss_rpn_cls": 0.0448716000537388, "loss_rpn_loc": 0.06699703261256218, "loss_sem_seg": 0.33100696420297027, "lr": 0.02, "mask_rcnn/accuracy": 0.8946847981803558, "mask_rcnn/false_negative": 0.07475021717104333, "mask_rcnn/false_positive": 0.12152111046047673, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 236.0, "rpn/num_pos_anchors": 20.0, "time": 0.5801486494965502, "total_loss": 1.2171915309590986} {"data_time": 0.012424606997228693, "eta_seconds": 50964.50758705711, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3440239625949737, "fast_rcnn/fg_cls_accuracy": 0.623370786516854, "iteration": 179959, "loss_box_reg": 0.23008233099244535, "loss_cls": 0.21785843977704644, "loss_mask": 0.25745438411831856, "loss_rpn_cls": 0.04781206214101985, "loss_rpn_loc": 0.07420128150261007, "loss_sem_seg": 0.32295539835467935, "lr": 0.02, "mask_rcnn/accuracy": 0.8949729420069915, "mask_rcnn/false_negative": 0.09455493844114088, "mask_rcnn/false_positive": 0.11486011340120922, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.563947606497095, "total_loss": 1.1716929248650558} {"data_time": 0.013168589008273557, "eta_seconds": 50932.44758473968, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.3553128689492326, "fast_rcnn/fg_cls_accuracy": 0.6265495867768596, "iteration": 179979, "loss_box_reg": 0.22471625078469515, "loss_cls": 0.2192508582957089, "loss_mask": 0.24852245021611452, "loss_rpn_cls": 0.04281782315229066, "loss_rpn_loc": 0.07106029748683795, "loss_sem_seg": 0.33817954175174236, "lr": 0.02, "mask_rcnn/accuracy": 0.8749676178610979, "mask_rcnn/false_negative": 0.0929082078118608, "mask_rcnn/false_positive": 0.14154256160809858, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.5547158015033347, "total_loss": 1.1826483514159918} {"data_time": 0.01251863699144451, "eta_seconds": 50908.53113373873, "fast_rcnn/cls_accuracy": 0.91064453125, "fast_rcnn/false_negative": 0.37035142932074483, "fast_rcnn/fg_cls_accuracy": 0.5656960227272727, "iteration": 179999, "loss_box_reg": 0.22476899717003107, "loss_cls": 0.22237557801418006, "loss_mask": 0.239689773414284, "loss_rpn_cls": 0.04180316886049695, "loss_rpn_loc": 0.06688530405517668, "loss_sem_seg": 0.30458081513643265, "lr": 0.02, "mask_rcnn/accuracy": 0.8975896241637904, "mask_rcnn/false_negative": 0.07120389157178664, "mask_rcnn/false_positive": 0.12922849372129536, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5759048000036273, "total_loss": 1.1385518835741095} {"data_time": 0.013059910503216088, "eta_seconds": 50892.21157439934, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.3491561181434599, "fast_rcnn/fg_cls_accuracy": 0.5751244942421413, "iteration": 180019, "loss_box_reg": 0.2247941237874329, "loss_cls": 0.20620844280347228, "loss_mask": 0.25073085725307465, "loss_rpn_cls": 0.041885236045345664, "loss_rpn_loc": 0.07083863217849284, "loss_sem_seg": 0.3182413252070546, "lr": 0.02, "mask_rcnn/accuracy": 0.8869554685881216, "mask_rcnn/false_negative": 0.09704012209102578, "mask_rcnn/false_positive": 0.11248678127917017, "roi_head/num_bg_samples": 457.5, "roi_head/num_fg_samples": 54.5, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.560122696995677, "total_loss": 1.1425445956992917} {"data_time": 0.012019772002531681, "eta_seconds": 50816.40046814766, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.3511006289308176, "fast_rcnn/fg_cls_accuracy": 0.5542415101238631, "iteration": 180039, "loss_box_reg": 0.2399824201129377, "loss_cls": 0.2238456723280251, "loss_mask": 0.25983168790116906, "loss_rpn_cls": 0.04341496518463828, "loss_rpn_loc": 0.07019773722277023, "loss_sem_seg": 0.32541059609502554, "lr": 0.02, "mask_rcnn/accuracy": 0.8927079322294956, "mask_rcnn/false_negative": 0.09269628199119914, "mask_rcnn/false_positive": 0.12154460029050004, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5597788500017487, "total_loss": 1.1506425503757782} {"data_time": 0.011516820501128677, "eta_seconds": 50801.85275123466, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.31389452332657203, "fast_rcnn/fg_cls_accuracy": 0.6584295110449243, "iteration": 180059, "loss_box_reg": 0.21929322788491845, "loss_cls": 0.1829926564823836, "loss_mask": 0.2573522310703993, "loss_rpn_cls": 0.03552534454502165, "loss_rpn_loc": 0.06944306043442339, "loss_sem_seg": 0.2926381800789386, "lr": 0.02, "mask_rcnn/accuracy": 0.8834314465147199, "mask_rcnn/false_negative": 0.10481572919867743, "mask_rcnn/false_positive": 0.12662719562136787, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.5699337889964227, "total_loss": 1.0713793452596292} {"data_time": 0.012386076006805524, "eta_seconds": 50781.65899174604, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.34006325389820535, "fast_rcnn/fg_cls_accuracy": 0.6303487953973391, "iteration": 180079, "loss_box_reg": 0.233570690266788, "loss_cls": 0.20981575711630285, "loss_mask": 0.24712047912180424, "loss_rpn_cls": 0.04111195480800234, "loss_rpn_loc": 0.08323150651995093, "loss_sem_seg": 0.2955012044403702, "lr": 0.02, "mask_rcnn/accuracy": 0.8937099677533351, "mask_rcnn/false_negative": 0.07491473792703846, "mask_rcnn/false_positive": 0.12638400173092468, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5772374829975888, "total_loss": 1.1119992220192216} {"data_time": 0.012029882498609368, "eta_seconds": 50785.290617383005, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.33105887875536477, "fast_rcnn/fg_cls_accuracy": 0.6204425545318529, "iteration": 180099, "loss_box_reg": 0.2369818640872836, "loss_cls": 0.21177150937728584, "loss_mask": 0.2443391066044569, "loss_rpn_cls": 0.041434011538513005, "loss_rpn_loc": 0.07371681852964684, "loss_sem_seg": 0.3088042135350406, "lr": 0.02, "mask_rcnn/accuracy": 0.9026373830782313, "mask_rcnn/false_negative": 0.0709550530712974, "mask_rcnn/false_positive": 0.11573671430594332, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5773971240050741, "total_loss": 1.1318033871502848} {"data_time": 0.012673135999648366, "eta_seconds": 50767.96263254492, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.30442494398805076, "fast_rcnn/fg_cls_accuracy": 0.6684149184149184, "iteration": 180119, "loss_box_reg": 0.2499293179716915, "loss_cls": 0.22200961410999298, "loss_mask": 0.24999087676405907, "loss_rpn_cls": 0.04463609243975952, "loss_rpn_loc": 0.07853595248889178, "loss_sem_seg": 0.304480021353811, "lr": 0.02, "mask_rcnn/accuracy": 0.8766054361017075, "mask_rcnn/false_negative": 0.10060101650085866, "mask_rcnn/false_positive": 0.1554240589365985, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.5540299419953953, "total_loss": 1.164731683442369} {"data_time": 0.013689615501789376, "eta_seconds": 50739.69118427208, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.42394798002274636, "fast_rcnn/fg_cls_accuracy": 0.5651455026455027, "iteration": 180139, "loss_box_reg": 0.1995599544607103, "loss_cls": 0.1995261893607676, "loss_mask": 0.24658199027180672, "loss_rpn_cls": 0.041552769631380215, "loss_rpn_loc": 0.05939887504791841, "loss_sem_seg": 0.2917472531553358, "lr": 0.02, "mask_rcnn/accuracy": 0.897457463828111, "mask_rcnn/false_negative": 0.08624745405035761, "mask_rcnn/false_positive": 0.11581128323497716, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5497025339936954, "total_loss": 1.050250394953764} {"data_time": 0.012789095497282688, "eta_seconds": 50719.38347517693, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.3395390070921986, "fast_rcnn/fg_cls_accuracy": 0.6137931034482759, "iteration": 180159, "loss_box_reg": 0.20807859243359417, "loss_cls": 0.19666741107357666, "loss_mask": 0.24329047510400414, "loss_rpn_cls": 0.04659479553811252, "loss_rpn_loc": 0.08794053748715669, "loss_sem_seg": 0.3138163243420422, "lr": 0.02, "mask_rcnn/accuracy": 0.8861333291997355, "mask_rcnn/false_negative": 0.08100004105277135, "mask_rcnn/false_positive": 0.12375265368643495, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5594583179990877, "total_loss": 1.1262117473524995} {"data_time": 0.013656296498083975, "eta_seconds": 50652.158636466986, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.39609978472837787, "fast_rcnn/fg_cls_accuracy": 0.5949056240369799, "iteration": 180179, "loss_box_reg": 0.23171238508075476, "loss_cls": 0.21874323906376958, "loss_mask": 0.26498471898958087, "loss_rpn_cls": 0.04648328764596954, "loss_rpn_loc": 0.07560573299997486, "loss_sem_seg": 0.3387292795814574, "lr": 0.02, "mask_rcnn/accuracy": 0.8934337437549545, "mask_rcnn/false_negative": 0.09635996329814325, "mask_rcnn/false_positive": 0.11369066667661193, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.557450959997368, "total_loss": 1.1681862380355597} {"data_time": 0.011737242501112632, "eta_seconds": 50634.117256669866, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.3871547271502358, "fast_rcnn/fg_cls_accuracy": 0.5894133412745681, "iteration": 180199, "loss_box_reg": 0.2260425421409309, "loss_cls": 0.19223956600762904, "loss_mask": 0.2449964047409594, "loss_rpn_cls": 0.04009523736021947, "loss_rpn_loc": 0.0880816458229674, "loss_sem_seg": 0.2823105654679239, "lr": 0.02, "mask_rcnn/accuracy": 0.9000464657966191, "mask_rcnn/false_negative": 0.08380890097191432, "mask_rcnn/false_positive": 0.11793970006564765, "roi_head/num_bg_samples": 458.5, "roi_head/num_fg_samples": 53.5, "rpn/num_neg_anchors": 236.75, "rpn/num_pos_anchors": 19.25, "time": 0.5693376774943317, "total_loss": 1.0941964286321308} {"data_time": 0.012628208001842722, "eta_seconds": 50629.601702727006, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.3848798386830187, "fast_rcnn/fg_cls_accuracy": 0.5669674831686005, "iteration": 180219, "loss_box_reg": 0.2215377576649189, "loss_cls": 0.213232119102031, "loss_mask": 0.24912167666479945, "loss_rpn_cls": 0.04110730404499918, "loss_rpn_loc": 0.07106149598257616, "loss_sem_seg": 0.3299287841655314, "lr": 0.02, "mask_rcnn/accuracy": 0.8786123908679775, "mask_rcnn/false_negative": 0.0946639038813705, "mask_rcnn/false_positive": 0.13823007034338708, "roi_head/num_bg_samples": 427.75, "roi_head/num_fg_samples": 84.25, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5755255879994365, "total_loss": 1.1374147588503547} {"data_time": 0.011804693007434253, "eta_seconds": 50628.99115135336, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.3187596302003082, "fast_rcnn/fg_cls_accuracy": 0.6472709017889741, "iteration": 180239, "loss_box_reg": 0.22869871323928237, "loss_cls": 0.2127481761854142, "loss_mask": 0.2504805685020983, "loss_rpn_cls": 0.04381734220078215, "loss_rpn_loc": 0.06426294648554176, "loss_sem_seg": 0.277170417830348, "lr": 0.02, "mask_rcnn/accuracy": 0.8998780640615839, "mask_rcnn/false_negative": 0.09526414751069903, "mask_rcnn/false_positive": 0.09171507403249973, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5618062970024766, "total_loss": 1.1147972878825385} {"data_time": 0.012241134500072803, "eta_seconds": 50612.474009585334, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.31437691355612013, "fast_rcnn/fg_cls_accuracy": 0.6766557411164872, "iteration": 180259, "loss_box_reg": 0.22951885452494025, "loss_cls": 0.21895642625167966, "loss_mask": 0.24142030533403158, "loss_rpn_cls": 0.04499371405108832, "loss_rpn_loc": 0.06425910710822791, "loss_sem_seg": 0.2965946365147829, "lr": 0.02, "mask_rcnn/accuracy": 0.9086166329829924, "mask_rcnn/false_negative": 0.09231310330036264, "mask_rcnn/false_positive": 0.09177133577564463, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5472211744927336, "total_loss": 1.0678781050955877} {"data_time": 0.012594131505466066, "eta_seconds": 50651.63794677652, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.38826222303607394, "fast_rcnn/fg_cls_accuracy": 0.6001954270080125, "iteration": 180279, "loss_box_reg": 0.23558668594341725, "loss_cls": 0.21314530610106885, "loss_mask": 0.2497699111700058, "loss_rpn_cls": 0.048193723370786756, "loss_rpn_loc": 0.09872270494815893, "loss_sem_seg": 0.3124835598282516, "lr": 0.02, "mask_rcnn/accuracy": 0.8954979478699261, "mask_rcnn/false_negative": 0.09698045756490142, "mask_rcnn/false_positive": 0.13126362728604474, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5734922069968889, "total_loss": 1.1763362144702114} {"data_time": 0.012664973495702725, "eta_seconds": 50616.493556305846, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.34523809523809523, "fast_rcnn/fg_cls_accuracy": 0.6386699507389163, "iteration": 180299, "loss_box_reg": 0.23357178457081318, "loss_cls": 0.21133371139876544, "loss_mask": 0.261171736754477, "loss_rpn_cls": 0.03983590226562228, "loss_rpn_loc": 0.06830280792200938, "loss_sem_seg": 0.2946588424965739, "lr": 0.02, "mask_rcnn/accuracy": 0.8748029265533965, "mask_rcnn/false_negative": 0.11268890075880394, "mask_rcnn/false_positive": 0.12289501584344825, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5697760220064083, "total_loss": 1.1320216047315625} {"data_time": 0.012929805503517855, "eta_seconds": 50583.86777603325, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.2986287254280279, "fast_rcnn/fg_cls_accuracy": 0.6790413533834586, "iteration": 180319, "loss_box_reg": 0.23568115569651127, "loss_cls": 0.22953900089487433, "loss_mask": 0.2566319680772722, "loss_rpn_cls": 0.05131281973444857, "loss_rpn_loc": 0.0797166536358418, "loss_sem_seg": 0.3467867693398148, "lr": 0.02, "mask_rcnn/accuracy": 0.8801211350951483, "mask_rcnn/false_negative": 0.09267492037823927, "mask_rcnn/false_positive": 0.14150651934632041, "roi_head/num_bg_samples": 431.75, "roi_head/num_fg_samples": 80.25, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.5571048884958145, "total_loss": 1.2561455710820155} {"data_time": 0.013890166497731116, "eta_seconds": 50555.17853197934, "fast_rcnn/cls_accuracy": 0.96240234375, "fast_rcnn/false_negative": 0.25670840787119853, "fast_rcnn/fg_cls_accuracy": 0.6810860561435803, "iteration": 180339, "loss_box_reg": 0.21506799128837883, "loss_cls": 0.19991300953552127, "loss_mask": 0.2523407037369907, "loss_rpn_cls": 0.03823437154642306, "loss_rpn_loc": 0.07450456733931787, "loss_sem_seg": 0.3081398622598499, "lr": 0.02, "mask_rcnn/accuracy": 0.9012929546517983, "mask_rcnn/false_negative": 0.09439656882527547, "mask_rcnn/false_positive": 0.1143217511180912, "roi_head/num_bg_samples": 464.75, "roi_head/num_fg_samples": 47.25, "rpn/num_neg_anchors": 234.5, "rpn/num_pos_anchors": 21.5, "time": 0.5560458835025202, "total_loss": 1.1268799742683768} {"data_time": 0.012358725500234868, "eta_seconds": 50550.65243463708, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.33520833333333333, "fast_rcnn/fg_cls_accuracy": 0.5884965077071291, "iteration": 180359, "loss_box_reg": 0.21228616242296994, "loss_cls": 0.19774040253832936, "loss_mask": 0.25303523149341345, "loss_rpn_cls": 0.043106205528602004, "loss_rpn_loc": 0.07873403932899237, "loss_sem_seg": 0.34348781034350395, "lr": 0.02, "mask_rcnn/accuracy": 0.8858471513605443, "mask_rcnn/false_negative": 0.09311543467360826, "mask_rcnn/false_positive": 0.14260891064629383, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.568144722506986, "total_loss": 1.1520518432953395} {"data_time": 0.012123783002607524, "eta_seconds": 50532.62461063919, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.27656224550735653, "fast_rcnn/fg_cls_accuracy": 0.6377306903622693, "iteration": 180379, "loss_box_reg": 0.21061834262218326, "loss_cls": 0.21503510908223689, "loss_mask": 0.242994774132967, "loss_rpn_cls": 0.03618853807711275, "loss_rpn_loc": 0.06421476660761982, "loss_sem_seg": 0.2937761335633695, "lr": 0.02, "mask_rcnn/accuracy": 0.9058846889520088, "mask_rcnn/false_negative": 0.08156035994443703, "mask_rcnn/false_positive": 0.09915230679976196, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5690832139953272, "total_loss": 1.0613841823142138} {"data_time": 0.013062824502412695, "eta_seconds": 50528.0955008971, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.267062865632835, "fast_rcnn/fg_cls_accuracy": 0.7203288744994463, "iteration": 180399, "loss_box_reg": 0.21665646124165505, "loss_cls": 0.20796904852613807, "loss_mask": 0.24627544544637203, "loss_rpn_cls": 0.03533504868391901, "loss_rpn_loc": 0.060789224720792845, "loss_sem_seg": 0.305240735411644, "lr": 0.02, "mask_rcnn/accuracy": 0.9064872978145451, "mask_rcnn/false_negative": 0.09203385533650432, "mask_rcnn/false_positive": 0.08820318598829045, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 234.75, "rpn/num_pos_anchors": 21.25, "time": 0.5694331434933702, "total_loss": 1.098595038827625} {"data_time": 0.012530495492683258, "eta_seconds": 50491.09367095457, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.32835661887803247, "fast_rcnn/fg_cls_accuracy": 0.6222658875846735, "iteration": 180419, "loss_box_reg": 0.22553967870771885, "loss_cls": 0.21098670968785882, "loss_mask": 0.2539695482701063, "loss_rpn_cls": 0.05107761494582519, "loss_rpn_loc": 0.07874462148174644, "loss_sem_seg": 0.2985930498689413, "lr": 0.02, "mask_rcnn/accuracy": 0.892242347119558, "mask_rcnn/false_negative": 0.09695464698284972, "mask_rcnn/false_positive": 0.11375917368610598, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.5516878884955077, "total_loss": 1.1312648479361087} {"data_time": 0.012349766999250278, "eta_seconds": 50455.97842054528, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.3174390968508616, "fast_rcnn/fg_cls_accuracy": 0.5779590482026145, "iteration": 180439, "loss_box_reg": 0.21758708031848073, "loss_cls": 0.20343723543919623, "loss_mask": 0.23494030814617872, "loss_rpn_cls": 0.044457028328906745, "loss_rpn_loc": 0.0768886506994022, "loss_sem_seg": 0.3459276081994176, "lr": 0.02, "mask_rcnn/accuracy": 0.8952522355639037, "mask_rcnn/false_negative": 0.09157871112876015, "mask_rcnn/false_positive": 0.12450972891672196, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.5651427415068611, "total_loss": 1.1102310763817513} {"data_time": 0.01250681999954395, "eta_seconds": 50436.985871061865, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.3477272727272728, "fast_rcnn/fg_cls_accuracy": 0.6424512987012987, "iteration": 180459, "loss_box_reg": 0.21654547890648246, "loss_cls": 0.21938922815024853, "loss_mask": 0.2390759652480483, "loss_rpn_cls": 0.036993068584706634, "loss_rpn_loc": 0.07406483750673942, "loss_sem_seg": 0.2916849635075778, "lr": 0.02, "mask_rcnn/accuracy": 0.8818562606991809, "mask_rcnn/false_negative": 0.09916312412195769, "mask_rcnn/false_positive": 0.1278510852375045, "roi_head/num_bg_samples": 429.75, "roi_head/num_fg_samples": 82.25, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.5744947674975265, "total_loss": 1.0686475734401029} {"data_time": 0.01291389050311409, "eta_seconds": 50404.20176607557, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.28880952380952385, "fast_rcnn/fg_cls_accuracy": 0.6821514423076923, "iteration": 180479, "loss_box_reg": 0.24011617619544268, "loss_cls": 0.2046002501156181, "loss_mask": 0.24850494042038918, "loss_rpn_cls": 0.03626209705180372, "loss_rpn_loc": 0.0720761420452618, "loss_sem_seg": 0.331994045060128, "lr": 0.02, "mask_rcnn/accuracy": 0.8968964917471691, "mask_rcnn/false_negative": 0.08928702635831279, "mask_rcnn/false_positive": 0.1341715206646734, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.564440629503224, "total_loss": 1.1413126054685563} {"data_time": 0.013046308493358083, "eta_seconds": 50446.0027756344, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.32205988455988455, "fast_rcnn/fg_cls_accuracy": 0.6576704545454546, "iteration": 180499, "loss_box_reg": 0.24544526496902108, "loss_cls": 0.21149937668815255, "loss_mask": 0.24948796536773443, "loss_rpn_cls": 0.042879167827777565, "loss_rpn_loc": 0.08712713864224497, "loss_sem_seg": 0.3016890329308808, "lr": 0.02, "mask_rcnn/accuracy": 0.9099534290460369, "mask_rcnn/false_negative": 0.06651970304387209, "mask_rcnn/false_positive": 0.12203709958116499, "roi_head/num_bg_samples": 457.25, "roi_head/num_fg_samples": 54.75, "rpn/num_neg_anchors": 236.0, "rpn/num_pos_anchors": 20.0, "time": 0.5721482150038355, "total_loss": 1.1475452876911731} {"data_time": 0.011166459000378381, "eta_seconds": 50446.60574687277, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.28422742336371165, "fast_rcnn/fg_cls_accuracy": 0.648395455451465, "iteration": 180519, "loss_box_reg": 0.22364684846252203, "loss_cls": 0.20668121613562107, "loss_mask": 0.2473726850003004, "loss_rpn_cls": 0.03831690372317098, "loss_rpn_loc": 0.06811264675343409, "loss_sem_seg": 0.31581027316860855, "lr": 0.02, "mask_rcnn/accuracy": 0.8912617759202295, "mask_rcnn/false_negative": 0.08804503990997102, "mask_rcnn/false_positive": 0.11758884569490219, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.57062534349825, "total_loss": 1.1124470539180038} {"data_time": 0.012518018003902398, "eta_seconds": 50389.54928219334, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.3766447368421053, "fast_rcnn/fg_cls_accuracy": 0.6202673410404624, "iteration": 180539, "loss_box_reg": 0.2294159452430904, "loss_cls": 0.21099475398659706, "loss_mask": 0.24666805937886238, "loss_rpn_cls": 0.03654463865677826, "loss_rpn_loc": 0.06661755654204171, "loss_sem_seg": 0.32016409700736403, "lr": 0.02, "mask_rcnn/accuracy": 0.8944842155612245, "mask_rcnn/false_negative": 0.08489206065425586, "mask_rcnn/false_positive": 0.12866169656231516, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5687046685052337, "total_loss": 1.1302001713775098} {"data_time": 0.01359825799590908, "eta_seconds": 50380.657500962065, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.3455513784461153, "fast_rcnn/fg_cls_accuracy": 0.644856924163919, "iteration": 180559, "loss_box_reg": 0.22765819961205125, "loss_cls": 0.21689364174380898, "loss_mask": 0.24705588817596436, "loss_rpn_cls": 0.04458083544159308, "loss_rpn_loc": 0.07624843320809305, "loss_sem_seg": 0.3781879972666502, "lr": 0.02, "mask_rcnn/accuracy": 0.894932381180754, "mask_rcnn/false_negative": 0.08925333432263781, "mask_rcnn/false_positive": 0.12177942417383089, "roi_head/num_bg_samples": 430.5, "roi_head/num_fg_samples": 81.5, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.574329550996481, "total_loss": 1.2060521583844093} {"data_time": 0.012495408504037187, "eta_seconds": 50390.344508958675, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.36165463525835867, "fast_rcnn/fg_cls_accuracy": 0.6147660818713451, "iteration": 180579, "loss_box_reg": 0.22181036276742816, "loss_cls": 0.20663768611848354, "loss_mask": 0.2573904674500227, "loss_rpn_cls": 0.040402792845270596, "loss_rpn_loc": 0.06397566999658011, "loss_sem_seg": 0.33615491539239883, "lr": 0.02, "mask_rcnn/accuracy": 0.8812340464212762, "mask_rcnn/false_negative": 0.10010743521863068, "mask_rcnn/false_positive": 0.14461628128707066, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.5707792254979722, "total_loss": 1.1512309200043092} {"data_time": 0.012538646995380986, "eta_seconds": 50401.50423415219, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.31939555771331474, "fast_rcnn/fg_cls_accuracy": 0.6396028037383177, "iteration": 180599, "loss_box_reg": 0.2415355236735195, "loss_cls": 0.2099535196321085, "loss_mask": 0.2507459898479283, "loss_rpn_cls": 0.04101860587252304, "loss_rpn_loc": 0.07399693920160644, "loss_sem_seg": 0.30019120406359434, "lr": 0.02, "mask_rcnn/accuracy": 0.8819641727817541, "mask_rcnn/false_negative": 0.08213485236953037, "mask_rcnn/false_positive": 0.13988598273954028, "roi_head/num_bg_samples": 458.5, "roi_head/num_fg_samples": 53.5, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5627976620016852, "total_loss": 1.134612417430617} {"data_time": 0.012341761997959111, "eta_seconds": 50390.22885597205, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.3220407196969697, "fast_rcnn/fg_cls_accuracy": 0.6642874053030303, "iteration": 180619, "loss_box_reg": 0.2411173451691866, "loss_cls": 0.21060539921745658, "loss_mask": 0.24940716847777367, "loss_rpn_cls": 0.04367583413841203, "loss_rpn_loc": 0.06831658573355526, "loss_sem_seg": 0.3243363229557872, "lr": 0.02, "mask_rcnn/accuracy": 0.8971663590315934, "mask_rcnn/false_negative": 0.09390840714025014, "mask_rcnn/false_positive": 0.12120066680984051, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5617685980032547, "total_loss": 1.1853294973698212} {"data_time": 0.011733575505786575, "eta_seconds": 50408.6337948148, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.31841216216216217, "fast_rcnn/fg_cls_accuracy": 0.6581900081900082, "iteration": 180639, "loss_box_reg": 0.23993455152958632, "loss_cls": 0.21476009930483997, "loss_mask": 0.25657145492732525, "loss_rpn_cls": 0.046063961781328544, "loss_rpn_loc": 0.0728768643020885, "loss_sem_seg": 0.3082757228985429, "lr": 0.02, "mask_rcnn/accuracy": 0.8932852179742228, "mask_rcnn/false_negative": 0.08396047946866816, "mask_rcnn/false_positive": 0.12081629182212206, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.563537541005644, "total_loss": 1.1377182609576266} {"data_time": 0.01197585749468999, "eta_seconds": 50397.35177384484, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.32325711098717236, "fast_rcnn/fg_cls_accuracy": 0.6212885154061625, "iteration": 180659, "loss_box_reg": 0.23839334677904844, "loss_cls": 0.20853426936082542, "loss_mask": 0.24360965192317963, "loss_rpn_cls": 0.046849684906192124, "loss_rpn_loc": 0.09278925909893587, "loss_sem_seg": 0.2861354232300073, "lr": 0.02, "mask_rcnn/accuracy": 0.8814398317920918, "mask_rcnn/false_negative": 0.09869654189737112, "mask_rcnn/false_positive": 0.12347994672540166, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.5669253850064706, "total_loss": 1.1148575862753205} {"data_time": 0.013872589006496128, "eta_seconds": 50400.82317023772, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.30208333333333337, "fast_rcnn/fg_cls_accuracy": 0.6385701676963813, "iteration": 180679, "loss_box_reg": 0.22221880475990474, "loss_cls": 0.2040561989415437, "loss_mask": 0.23500586254522204, "loss_rpn_cls": 0.036645091662649065, "loss_rpn_loc": 0.07340875960653648, "loss_sem_seg": 0.2939838720485568, "lr": 0.02, "mask_rcnn/accuracy": 0.9117297193394587, "mask_rcnn/false_negative": 0.08791922559246151, "mask_rcnn/false_positive": 0.09190522462345602, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5657331284965039, "total_loss": 1.0713429330498911} {"data_time": 0.011580033002246637, "eta_seconds": 50313.07721331259, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.34236192714453584, "fast_rcnn/fg_cls_accuracy": 0.6373678025851939, "iteration": 180699, "loss_box_reg": 0.21439256588928401, "loss_cls": 0.19991904962807894, "loss_mask": 0.23415782395750284, "loss_rpn_cls": 0.03691186403739266, "loss_rpn_loc": 0.06704914185684174, "loss_sem_seg": 0.30372103746049106, "lr": 0.02, "mask_rcnn/accuracy": 0.9007989778079064, "mask_rcnn/false_negative": 0.08794367980123226, "mask_rcnn/false_positive": 0.11860354946650462, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5537847410014365, "total_loss": 1.0286834607250057} {"data_time": 0.011677816502924543, "eta_seconds": 50324.20899148568, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.339320347415465, "fast_rcnn/fg_cls_accuracy": 0.6524875621890547, "iteration": 180719, "loss_box_reg": 0.22011386300437152, "loss_cls": 0.21777347626630217, "loss_mask": 0.2507992284372449, "loss_rpn_cls": 0.03334976815676782, "loss_rpn_loc": 0.06200706977688242, "loss_sem_seg": 0.27576384134590626, "lr": 0.02, "mask_rcnn/accuracy": 0.8897684390576507, "mask_rcnn/false_negative": 0.0788095667644391, "mask_rcnn/false_positive": 0.12081566865172293, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5639293614949565, "total_loss": 1.0829145889438223} {"data_time": 0.012303797499043867, "eta_seconds": 50331.45020126565, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.3741878094059406, "fast_rcnn/fg_cls_accuracy": 0.5580876563730208, "iteration": 180739, "loss_box_reg": 0.24171704147011042, "loss_cls": 0.21871157037094235, "loss_mask": 0.252307353541255, "loss_rpn_cls": 0.042522541916696355, "loss_rpn_loc": 0.07877024891786277, "loss_sem_seg": 0.29878968745470047, "lr": 0.02, "mask_rcnn/accuracy": 0.8950248793444224, "mask_rcnn/false_negative": 0.09612035353455967, "mask_rcnn/false_positive": 0.10869261333292174, "roi_head/num_bg_samples": 431.25, "roi_head/num_fg_samples": 80.75, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5598256570010562, "total_loss": 1.1404790048545692} {"data_time": 0.01205571799800964, "eta_seconds": 50320.17283484554, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.3119047619047619, "fast_rcnn/fg_cls_accuracy": 0.6628325508607199, "iteration": 180759, "loss_box_reg": 0.23808100586757064, "loss_cls": 0.2129733171314001, "loss_mask": 0.2570886015892029, "loss_rpn_cls": 0.04356453946093097, "loss_rpn_loc": 0.08310187101596966, "loss_sem_seg": 0.298668896779418, "lr": 0.02, "mask_rcnn/accuracy": 0.8936314409820549, "mask_rcnn/false_negative": 0.10778500194756505, "mask_rcnn/false_positive": 0.12326127483313429, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5415446169936331, "total_loss": 1.1566312574432231} {"data_time": 0.012334115504927468, "eta_seconds": 50290.38933736566, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.37850957753870373, "fast_rcnn/fg_cls_accuracy": 0.552006552006552, "iteration": 180779, "loss_box_reg": 0.23647262551821768, "loss_cls": 0.20095959794707596, "loss_mask": 0.24969581793993711, "loss_rpn_cls": 0.0500916633172892, "loss_rpn_loc": 0.08295028111024294, "loss_sem_seg": 0.2924013677984476, "lr": 0.02, "mask_rcnn/accuracy": 0.8903039073004649, "mask_rcnn/false_negative": 0.07954260336103625, "mask_rcnn/false_positive": 0.12424541942562686, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5490931805034052, "total_loss": 1.0853558169328608} {"data_time": 0.01217595149500994, "eta_seconds": 50241.37896730611, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.3443121693121693, "fast_rcnn/fg_cls_accuracy": 0.6241374353076481, "iteration": 180799, "loss_box_reg": 0.2262935908511281, "loss_cls": 0.21069843031000346, "loss_mask": 0.25600799825042486, "loss_rpn_cls": 0.04279795702314004, "loss_rpn_loc": 0.09043908794410527, "loss_sem_seg": 0.3083638772368431, "lr": 0.02, "mask_rcnn/accuracy": 0.8853086869668503, "mask_rcnn/false_negative": 0.10119459503932753, "mask_rcnn/false_positive": 0.12952781053850942, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5636191225057701, "total_loss": 1.1525749496067874} {"data_time": 0.012403963497490622, "eta_seconds": 50245.46801223312, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3971908298353245, "fast_rcnn/fg_cls_accuracy": 0.5926279794830533, "iteration": 180819, "loss_box_reg": 0.23410663194954395, "loss_cls": 0.2324181969743222, "loss_mask": 0.2686641663312912, "loss_rpn_cls": 0.04745468113105744, "loss_rpn_loc": 0.08056614524684846, "loss_sem_seg": 0.3679201202467084, "lr": 0.02, "mask_rcnn/accuracy": 0.8849305485741095, "mask_rcnn/false_negative": 0.08786345601591695, "mask_rcnn/false_positive": 0.14643266974347874, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5734774495067541, "total_loss": 1.2002149584295694} {"data_time": 0.012880687500000931, "eta_seconds": 50213.91537310679, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3625356125356125, "fast_rcnn/fg_cls_accuracy": 0.579517910045785, "iteration": 180839, "loss_box_reg": 0.23300724709406495, "loss_cls": 0.22301165480166674, "loss_mask": 0.26587558444589376, "loss_rpn_cls": 0.05164139112457633, "loss_rpn_loc": 0.07429864659206942, "loss_sem_seg": 0.33872323110699654, "lr": 0.02, "mask_rcnn/accuracy": 0.8759066668005785, "mask_rcnn/false_negative": 0.1282377328814524, "mask_rcnn/false_positive": 0.15452409054354782, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5602051450041472, "total_loss": 1.168273599629174} {"data_time": 0.012109791998227593, "eta_seconds": 50211.672390662665, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.37623529411764706, "fast_rcnn/fg_cls_accuracy": 0.5440354912914886, "iteration": 180859, "loss_box_reg": 0.2333089062012732, "loss_cls": 0.2154220042284578, "loss_mask": 0.2519070999696851, "loss_rpn_cls": 0.0432977486634627, "loss_rpn_loc": 0.08451399128534831, "loss_sem_seg": 0.33366713905707, "lr": 0.02, "mask_rcnn/accuracy": 0.8924954840044126, "mask_rcnn/false_negative": 0.08582962938013626, "mask_rcnn/false_positive": 0.12188640347241916, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5727077444971655, "total_loss": 1.176154390675947} {"data_time": 0.011509618001582567, "eta_seconds": 50234.023247165635, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.28019806377120526, "fast_rcnn/fg_cls_accuracy": 0.6336382113821138, "iteration": 180879, "loss_box_reg": 0.23042649356648326, "loss_cls": 0.2207824643701315, "loss_mask": 0.24745071539655328, "loss_rpn_cls": 0.0472254224732751, "loss_rpn_loc": 0.07262671156786382, "loss_sem_seg": 0.34570635901764035, "lr": 0.02, "mask_rcnn/accuracy": 0.8868896379495044, "mask_rcnn/false_negative": 0.09309349930864788, "mask_rcnn/false_positive": 0.12987739821372063, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.5681863739955588, "total_loss": 1.2269081874983385} {"data_time": 0.01236138850072166, "eta_seconds": 50241.23126990478, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3524444204619037, "fast_rcnn/fg_cls_accuracy": 0.5940972723336702, "iteration": 180899, "loss_box_reg": 0.21408795984461904, "loss_cls": 0.19977947464212775, "loss_mask": 0.2459596674889326, "loss_rpn_cls": 0.039610085368622094, "loss_rpn_loc": 0.08457596512744203, "loss_sem_seg": 0.29962767381221056, "lr": 0.02, "mask_rcnn/accuracy": 0.8879145408163265, "mask_rcnn/false_negative": 0.09258337473662558, "mask_rcnn/false_positive": 0.13601858513177031, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5664117994965636, "total_loss": 1.0906578894355334} {"data_time": 0.012806230501155369, "eta_seconds": 50229.953903484675, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.267980961335057, "fast_rcnn/fg_cls_accuracy": 0.5964705882352941, "iteration": 180919, "loss_box_reg": 0.23141568596474826, "loss_cls": 0.21432183869183064, "loss_mask": 0.26110757887363434, "loss_rpn_cls": 0.050904149713460356, "loss_rpn_loc": 0.08235754653287586, "loss_sem_seg": 0.32577825663611293, "lr": 0.02, "mask_rcnn/accuracy": 0.8922093658892127, "mask_rcnn/false_negative": 0.08075463502580352, "mask_rcnn/false_positive": 0.14859455765678642, "roi_head/num_bg_samples": 456.5, "roi_head/num_fg_samples": 55.5, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5585294799966505, "total_loss": 1.1406011347426102} {"data_time": 0.01191608599765459, "eta_seconds": 50166.609694582825, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.369873417721519, "fast_rcnn/fg_cls_accuracy": 0.5588018092864395, "iteration": 180939, "loss_box_reg": 0.22705111792311072, "loss_cls": 0.2169140954501927, "loss_mask": 0.26214295206591487, "loss_rpn_cls": 0.041759598258067854, "loss_rpn_loc": 0.06528080604039133, "loss_sem_seg": 0.29989104508422315, "lr": 0.02, "mask_rcnn/accuracy": 0.8929882079414044, "mask_rcnn/false_negative": 0.08948891441595883, "mask_rcnn/false_positive": 0.11242069207124322, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 236.0, "rpn/num_pos_anchors": 20.0, "time": 0.5516390030024922, "total_loss": 1.147695509105688} {"data_time": 0.013271658499434125, "eta_seconds": 50188.93037500561, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.3795394603367823, "fast_rcnn/fg_cls_accuracy": 0.592741935483871, "iteration": 180959, "loss_box_reg": 0.2255061510950327, "loss_cls": 0.20394011959433556, "loss_mask": 0.24539455492049456, "loss_rpn_cls": 0.04237751811160706, "loss_rpn_loc": 0.07433519020560198, "loss_sem_seg": 0.30021961126476526, "lr": 0.02, "mask_rcnn/accuracy": 0.8821584581413211, "mask_rcnn/false_negative": 0.10268206814642307, "mask_rcnn/false_positive": 0.12099719690471071, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5713352729944745, "total_loss": 1.1049115474161226} {"data_time": 0.01296172149159247, "eta_seconds": 50177.65715696561, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.3246881632890414, "fast_rcnn/fg_cls_accuracy": 0.624447391688771, "iteration": 180979, "loss_box_reg": 0.2179766846820712, "loss_cls": 0.2069881926290691, "loss_mask": 0.24891311675310135, "loss_rpn_cls": 0.0384635376103688, "loss_rpn_loc": 0.05947268975432962, "loss_sem_seg": 0.3221319825388491, "lr": 0.02, "mask_rcnn/accuracy": 0.8907824094750985, "mask_rcnn/false_negative": 0.08794587943361376, "mask_rcnn/false_positive": 0.132941271106428, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5585639370037825, "total_loss": 1.1345143541984726} {"data_time": 0.012880629001301713, "eta_seconds": 50209.78950411604, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.31010452961672474, "fast_rcnn/fg_cls_accuracy": 0.6248257839721254, "iteration": 180999, "loss_box_reg": 0.2532911994494498, "loss_cls": 0.2284573740325868, "loss_mask": 0.24575150944292545, "loss_rpn_cls": 0.03944699600106105, "loss_rpn_loc": 0.08452542911982164, "loss_sem_seg": 0.30276612006127834, "lr": 0.02, "mask_rcnn/accuracy": 0.8955271474261346, "mask_rcnn/false_negative": 0.09250998327655269, "mask_rcnn/false_positive": 0.12143918865831338, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 234.75, "rpn/num_pos_anchors": 21.25, "time": 0.5743818470000406, "total_loss": 1.1639589848928154} {"data_time": 0.01228283099771943, "eta_seconds": 50208.410606539466, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.34639246323529416, "fast_rcnn/fg_cls_accuracy": 0.6052696078431372, "iteration": 181019, "loss_box_reg": 0.22976122831460088, "loss_cls": 0.23090321803465486, "loss_mask": 0.2574568032287061, "loss_rpn_cls": 0.04514473443850875, "loss_rpn_loc": 0.07980227656662464, "loss_sem_seg": 0.29696714994497597, "lr": 0.02, "mask_rcnn/accuracy": 0.9011164218434626, "mask_rcnn/false_negative": 0.08170109151255603, "mask_rcnn/false_positive": 0.10601672279666459, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.562710876998608, "total_loss": 1.116543729800469} {"data_time": 0.012622127003851347, "eta_seconds": 50197.81534560212, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.33778729565060023, "fast_rcnn/fg_cls_accuracy": 0.6247511612475116, "iteration": 181039, "loss_box_reg": 0.22366131120361388, "loss_cls": 0.20600920706056058, "loss_mask": 0.2649212684482336, "loss_rpn_cls": 0.03985418498632498, "loss_rpn_loc": 0.07403078128118068, "loss_sem_seg": 0.33489085314795375, "lr": 0.02, "mask_rcnn/accuracy": 0.8854483146642116, "mask_rcnn/false_negative": 0.08530613062908451, "mask_rcnn/false_positive": 0.1440727258906203, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5561405449989252, "total_loss": 1.1923696296580601} {"data_time": 0.012397336999129038, "eta_seconds": 50148.68964450359, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.33893758765778403, "fast_rcnn/fg_cls_accuracy": 0.6358294930875577, "iteration": 181059, "loss_box_reg": 0.2290703891776502, "loss_cls": 0.20964110863860697, "loss_mask": 0.2440013950690627, "loss_rpn_cls": 0.054661229107296094, "loss_rpn_loc": 0.09541296848328784, "loss_sem_seg": 0.3267404059879482, "lr": 0.02, "mask_rcnn/accuracy": 0.8937739946077268, "mask_rcnn/false_negative": 0.10547533126003591, "mask_rcnn/false_positive": 0.12478905257704101, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.5492277420053142, "total_loss": 1.199133427318884} {"data_time": 0.014060024004720617, "eta_seconds": 50080.903415555105, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.31918505942275044, "fast_rcnn/fg_cls_accuracy": 0.6498523689947295, "iteration": 181079, "loss_box_reg": 0.22012918861582875, "loss_cls": 0.19940260448493063, "loss_mask": 0.2562454813160002, "loss_rpn_cls": 0.047217288170941174, "loss_rpn_loc": 0.10080937203019857, "loss_sem_seg": 0.31942923786118627, "lr": 0.02, "mask_rcnn/accuracy": 0.8950846188463583, "mask_rcnn/false_negative": 0.11106784674985747, "mask_rcnn/false_positive": 0.09797884746980459, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.5502893035009038, "total_loss": 1.1501935497799423} {"data_time": 0.01213635449676076, "eta_seconds": 50067.48792167615, "fast_rcnn/cls_accuracy": 0.95654296875, "fast_rcnn/false_negative": 0.28147007042253525, "fast_rcnn/fg_cls_accuracy": 0.6877027903958468, "iteration": 181099, "loss_box_reg": 0.2245417688973248, "loss_cls": 0.19844907242804766, "loss_mask": 0.2505576452240348, "loss_rpn_cls": 0.04384869537898339, "loss_rpn_loc": 0.0766348514589481, "loss_sem_seg": 0.3315667686983943, "lr": 0.02, "mask_rcnn/accuracy": 0.8957335629110682, "mask_rcnn/false_negative": 0.0926211224286339, "mask_rcnn/false_positive": 0.08880725893688715, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 236.25, "rpn/num_pos_anchors": 19.75, "time": 0.5727105390033103, "total_loss": 1.1444873972213827} {"data_time": 0.012552674998005386, "eta_seconds": 50131.724947715906, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3398125172318721, "fast_rcnn/fg_cls_accuracy": 0.621965811965812, "iteration": 181119, "loss_box_reg": 0.24376803310588002, "loss_cls": 0.21821810491383076, "loss_mask": 0.24515388254076242, "loss_rpn_cls": 0.04818113910732791, "loss_rpn_loc": 0.07509181601926684, "loss_sem_seg": 0.35005191434174776, "lr": 0.02, "mask_rcnn/accuracy": 0.9008427967961379, "mask_rcnn/false_negative": 0.06760489205616674, "mask_rcnn/false_positive": 0.10916522375574989, "roi_head/num_bg_samples": 458.5, "roi_head/num_fg_samples": 53.5, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5773378055018838, "total_loss": 1.2151462261099368} {"data_time": 0.01306462800130248, "eta_seconds": 50142.36218516749, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.3095480165525114, "fast_rcnn/fg_cls_accuracy": 0.6813071646341464, "iteration": 181139, "loss_box_reg": 0.2345742133911699, "loss_cls": 0.22762661892920732, "loss_mask": 0.24774852860718966, "loss_rpn_cls": 0.04442960268352181, "loss_rpn_loc": 0.07607658818596974, "loss_sem_seg": 0.3240075479261577, "lr": 0.02, "mask_rcnn/accuracy": 0.8980002644970726, "mask_rcnn/false_negative": 0.10305731319969155, "mask_rcnn/false_positive": 0.11162553549412535, "roi_head/num_bg_samples": 429.75, "roi_head/num_fg_samples": 82.25, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5689485164984944, "total_loss": 1.182839895831421} {"data_time": 0.0117460875044344, "eta_seconds": 50138.26367239587, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.26830265848670753, "fast_rcnn/fg_cls_accuracy": 0.7107535127646942, "iteration": 181159, "loss_box_reg": 0.25021787267178297, "loss_cls": 0.22985418513417244, "loss_mask": 0.25723548978567123, "loss_rpn_cls": 0.04369445962947793, "loss_rpn_loc": 0.08309159823693335, "loss_sem_seg": 0.28901304630562663, "lr": 0.02, "mask_rcnn/accuracy": 0.8850879418985138, "mask_rcnn/false_negative": 0.0955043857393846, "mask_rcnn/false_positive": 0.12399536977730613, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.5660591034975369, "total_loss": 1.1567262517637573} {"data_time": 0.011680680501740426, "eta_seconds": 50165.2794276323, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.31300041593012373, "fast_rcnn/fg_cls_accuracy": 0.6476935173859864, "iteration": 181179, "loss_box_reg": 0.22238496597856283, "loss_cls": 0.1996659689466469, "loss_mask": 0.25608373805880547, "loss_rpn_cls": 0.04312275657139253, "loss_rpn_loc": 0.08521648601163179, "loss_sem_seg": 0.2896382203325629, "lr": 0.02, "mask_rcnn/accuracy": 0.8926832815426131, "mask_rcnn/false_negative": 0.09603026887627522, "mask_rcnn/false_positive": 0.12788397018259673, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5708385005054879, "total_loss": 1.1265854951925576} {"data_time": 0.011984978504187893, "eta_seconds": 50153.983612582335, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3101010101010101, "fast_rcnn/fg_cls_accuracy": 0.6172936259143156, "iteration": 181199, "loss_box_reg": 0.24606440542265773, "loss_cls": 0.22477108892053366, "loss_mask": 0.2625061608850956, "loss_rpn_cls": 0.04670514984172769, "loss_rpn_loc": 0.0740576540119946, "loss_sem_seg": 0.35296902200207114, "lr": 0.02, "mask_rcnn/accuracy": 0.8905826194843909, "mask_rcnn/false_negative": 0.1055329042265715, "mask_rcnn/false_positive": 0.11962277335673224, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5814668815000914, "total_loss": 1.1928383251070045} {"data_time": 0.012125767003453802, "eta_seconds": 50137.393697872845, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.30500591916117026, "fast_rcnn/fg_cls_accuracy": 0.6661204744069913, "iteration": 181219, "loss_box_reg": 0.24671195587143302, "loss_cls": 0.21550398133695126, "loss_mask": 0.27007613237947226, "loss_rpn_cls": 0.04120121107553132, "loss_rpn_loc": 0.07933940715156496, "loss_sem_seg": 0.3219700804911554, "lr": 0.02, "mask_rcnn/accuracy": 0.8699981900390679, "mask_rcnn/false_negative": 0.10206558461386142, "mask_rcnn/false_positive": 0.13838309172777352, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.5709189285043976, "total_loss": 1.208727700082818} {"data_time": 0.013985354504256975, "eta_seconds": 50131.39198248241, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.32278702892199823, "fast_rcnn/fg_cls_accuracy": 0.6680105170902717, "iteration": 181239, "loss_box_reg": 0.24328160588629544, "loss_cls": 0.21459290012717247, "loss_mask": 0.258706696331501, "loss_rpn_cls": 0.04530748908291571, "loss_rpn_loc": 0.09526832576375455, "loss_sem_seg": 0.30640746280550957, "lr": 0.02, "mask_rcnn/accuracy": 0.8824520929099071, "mask_rcnn/false_negative": 0.09121199715272714, "mask_rcnn/false_positive": 0.15643431820448617, "roi_head/num_bg_samples": 458.0, "roi_head/num_fg_samples": 54.0, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5653858149962616, "total_loss": 1.1830475564056542} {"data_time": 0.01171593750041211, "eta_seconds": 50125.36702717085, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3624324324324324, "fast_rcnn/fg_cls_accuracy": 0.5983870967741935, "iteration": 181259, "loss_box_reg": 0.24007419729605317, "loss_cls": 0.22808055323548615, "loss_mask": 0.25664907321333885, "loss_rpn_cls": 0.043306212493916973, "loss_rpn_loc": 0.08059088175650686, "loss_sem_seg": 0.3041210579685867, "lr": 0.02, "mask_rcnn/accuracy": 0.8797407654650645, "mask_rcnn/false_negative": 0.09420359399307623, "mask_rcnn/false_positive": 0.13685093215467045, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5467818309916765, "total_loss": 1.1695026622328442} {"data_time": 0.013051879497652408, "eta_seconds": 50114.07002420104, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.28660714285714284, "fast_rcnn/fg_cls_accuracy": 0.7054563492063493, "iteration": 181279, "loss_box_reg": 0.2457767315208912, "loss_cls": 0.20315508963540196, "loss_mask": 0.2573614250868559, "loss_rpn_cls": 0.04641441513376776, "loss_rpn_loc": 0.08684390265261754, "loss_sem_seg": 0.3289399337954819, "lr": 0.02, "mask_rcnn/accuracy": 0.9141220839883024, "mask_rcnn/false_negative": 0.07984467907006945, "mask_rcnn/false_positive": 0.0990980702686563, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5690672084965627, "total_loss": 1.1705823218871956} {"data_time": 0.01292267300595995, "eta_seconds": 50087.7117252192, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.3071308253790006, "fast_rcnn/fg_cls_accuracy": 0.669683908045977, "iteration": 181299, "loss_box_reg": 0.2184817367233336, "loss_cls": 0.19309018459171057, "loss_mask": 0.239427974447608, "loss_rpn_cls": 0.04237275099148974, "loss_rpn_loc": 0.06667094363365322, "loss_sem_seg": 0.3140517119318247, "lr": 0.02, "mask_rcnn/accuracy": 0.9021985767991407, "mask_rcnn/false_negative": 0.09423042488119515, "mask_rcnn/false_positive": 0.10353432803033347, "roi_head/num_bg_samples": 461.5, "roi_head/num_fg_samples": 50.5, "rpn/num_neg_anchors": 237.5, "rpn/num_pos_anchors": 18.5, "time": 0.5613126995012863, "total_loss": 1.151093698659679} {"data_time": 0.012042935006320477, "eta_seconds": 50063.55813194254, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.33421000396982925, "fast_rcnn/fg_cls_accuracy": 0.6507867132867133, "iteration": 181319, "loss_box_reg": 0.24630944337695837, "loss_cls": 0.20911533595062792, "loss_mask": 0.25538425240665674, "loss_rpn_cls": 0.042675652948673815, "loss_rpn_loc": 0.07377440086565912, "loss_sem_seg": 0.2954724591691047, "lr": 0.02, "mask_rcnn/accuracy": 0.9027749155462317, "mask_rcnn/false_negative": 0.08505346439323783, "mask_rcnn/false_positive": 0.11974095612168602, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5568047120032134, "total_loss": 1.1536329988266516} {"data_time": 0.013382840508711524, "eta_seconds": 50080.17901529163, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.3188618184038591, "fast_rcnn/fg_cls_accuracy": 0.6603416237850199, "iteration": 181339, "loss_box_reg": 0.23666715528815985, "loss_cls": 0.21224398398771882, "loss_mask": 0.24186015874147415, "loss_rpn_cls": 0.03549093229230493, "loss_rpn_loc": 0.07099079590989277, "loss_sem_seg": 0.3170948503538966, "lr": 0.02, "mask_rcnn/accuracy": 0.8823204573847709, "mask_rcnn/false_negative": 0.0979409830378888, "mask_rcnn/false_positive": 0.12706908612564594, "roi_head/num_bg_samples": 458.5, "roi_head/num_fg_samples": 53.5, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5661986489940318, "total_loss": 1.1007444134775142} {"data_time": 0.011813730008725543, "eta_seconds": 50084.50915522752, "fast_rcnn/cls_accuracy": 0.91259765625, "fast_rcnn/false_negative": 0.3304625199362041, "fast_rcnn/fg_cls_accuracy": 0.608032708032708, "iteration": 181359, "loss_box_reg": 0.2579633444547653, "loss_cls": 0.23592738155275583, "loss_mask": 0.2492456566542387, "loss_rpn_cls": 0.04118510661646724, "loss_rpn_loc": 0.07718395057599992, "loss_sem_seg": 0.2940139761194587, "lr": 0.02, "mask_rcnn/accuracy": 0.8977602431991416, "mask_rcnn/false_negative": 0.08453972020112241, "mask_rcnn/false_positive": 0.11562828148754449, "roi_head/num_bg_samples": 430.75, "roi_head/num_fg_samples": 81.25, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.591137293005886, "total_loss": 1.179188220470678} {"data_time": 0.012554944500152487, "eta_seconds": 50057.58500935202, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3847826086956522, "fast_rcnn/fg_cls_accuracy": 0.5857142857142856, "iteration": 181379, "loss_box_reg": 0.23311137198470533, "loss_cls": 0.2229281128384173, "loss_mask": 0.2557494891807437, "loss_rpn_cls": 0.0425899425172247, "loss_rpn_loc": 0.08333088573999703, "loss_sem_seg": 0.32069338113069534, "lr": 0.02, "mask_rcnn/accuracy": 0.893030211137261, "mask_rcnn/false_negative": 0.07959437830953314, "mask_rcnn/false_positive": 0.12077157969483338, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5478596449975157, "total_loss": 1.2065697202342562} {"data_time": 0.012701061001280323, "eta_seconds": 50034.29851982538, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.2897478070175439, "fast_rcnn/fg_cls_accuracy": 0.6813793103448276, "iteration": 181399, "loss_box_reg": 0.22075479081831872, "loss_cls": 0.20287622907198966, "loss_mask": 0.24795621633529663, "loss_rpn_cls": 0.04306538149830885, "loss_rpn_loc": 0.06940618832595646, "loss_sem_seg": 0.30457392195239663, "lr": 0.02, "mask_rcnn/accuracy": 0.8870528746578268, "mask_rcnn/false_negative": 0.09776025612905544, "mask_rcnn/false_positive": 0.13146755985880385, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.5555224394993274, "total_loss": 1.1269156075140927} {"data_time": 0.01369682500808267, "eta_seconds": 50041.933628243954, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.31972222222222224, "fast_rcnn/fg_cls_accuracy": 0.6382575757575757, "iteration": 181419, "loss_box_reg": 0.23139136261306703, "loss_cls": 0.21087839407846332, "loss_mask": 0.25491602160036564, "loss_rpn_cls": 0.04460800484957872, "loss_rpn_loc": 0.09643779834732413, "loss_sem_seg": 0.28870166651904583, "lr": 0.02, "mask_rcnn/accuracy": 0.8836536605682592, "mask_rcnn/false_negative": 0.08902699924178409, "mask_rcnn/false_positive": 0.13331736547202647, "roi_head/num_bg_samples": 456.75, "roi_head/num_fg_samples": 55.25, "rpn/num_neg_anchors": 236.5, "rpn/num_pos_anchors": 19.5, "time": 0.5721884489903459, "total_loss": 1.1925001316703856} {"data_time": 0.012659558000450488, "eta_seconds": 50030.635057754065, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.30795574288724975, "fast_rcnn/fg_cls_accuracy": 0.655598907530238, "iteration": 181439, "loss_box_reg": 0.23127379827201366, "loss_cls": 0.22038713516667485, "loss_mask": 0.2412299644201994, "loss_rpn_cls": 0.04362814119303948, "loss_rpn_loc": 0.07926706509897485, "loss_sem_seg": 0.35800086287781596, "lr": 0.02, "mask_rcnn/accuracy": 0.8878503224206349, "mask_rcnn/false_negative": 0.10090081727990546, "mask_rcnn/false_positive": 0.1253523471318787, "roi_head/num_bg_samples": 429.5, "roi_head/num_fg_samples": 82.5, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.5641490534981131, "total_loss": 1.1535754998294578} {"data_time": 0.013095333000819664, "eta_seconds": 50037.39468991611, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.229133183327976, "fast_rcnn/fg_cls_accuracy": 0.7602627257799671, "iteration": 181459, "loss_box_reg": 0.2238949448801577, "loss_cls": 0.20547458808869123, "loss_mask": 0.24833218101412058, "loss_rpn_cls": 0.04131792183034122, "loss_rpn_loc": 0.06821790929825511, "loss_sem_seg": 0.34819641802459955, "lr": 0.02, "mask_rcnn/accuracy": 0.9187671119271885, "mask_rcnn/false_negative": 0.07643936136957755, "mask_rcnn/false_positive": 0.1015101990709483, "roi_head/num_bg_samples": 456.25, "roi_head/num_fg_samples": 55.75, "rpn/num_neg_anchors": 239.75, "rpn/num_pos_anchors": 16.25, "time": 0.5726837100082776, "total_loss": 1.1462474832951557} {"data_time": 0.012354903505183756, "eta_seconds": 50030.42788786652, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.29485739568443264, "fast_rcnn/fg_cls_accuracy": 0.6833593902677351, "iteration": 181479, "loss_box_reg": 0.23926016362383962, "loss_cls": 0.20565861091017723, "loss_mask": 0.25312852673232555, "loss_rpn_cls": 0.04841151391156018, "loss_rpn_loc": 0.07789123101974837, "loss_sem_seg": 0.2931962604634464, "lr": 0.02, "mask_rcnn/accuracy": 0.9003038102829591, "mask_rcnn/false_negative": 0.08777069231145981, "mask_rcnn/false_positive": 0.1272386659425504, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5745721999992384, "total_loss": 1.1258325936360052} {"data_time": 0.013438723493891302, "eta_seconds": 50023.71949561653, "fast_rcnn/cls_accuracy": 0.91259765625, "fast_rcnn/false_negative": 0.3140063944909002, "fast_rcnn/fg_cls_accuracy": 0.6513157894736843, "iteration": 181499, "loss_box_reg": 0.24068801710382104, "loss_cls": 0.21027132798917592, "loss_mask": 0.24523483775556087, "loss_rpn_cls": 0.05325304085272364, "loss_rpn_loc": 0.08580990525661036, "loss_sem_seg": 0.3035507733002305, "lr": 0.02, "mask_rcnn/accuracy": 0.8928568363259857, "mask_rcnn/false_negative": 0.09210408913833552, "mask_rcnn/false_positive": 0.140398367157632, "roi_head/num_bg_samples": 430.75, "roi_head/num_fg_samples": 81.25, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5717946044969722, "total_loss": 1.157666910206899} {"data_time": 0.011987407997366972, "eta_seconds": 50014.180909061266, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.3920220632319437, "fast_rcnn/fg_cls_accuracy": 0.5932692307692308, "iteration": 181519, "loss_box_reg": 0.23432302847504616, "loss_cls": 0.2028104681521654, "loss_mask": 0.2535118656232953, "loss_rpn_cls": 0.04050134032149799, "loss_rpn_loc": 0.0713834396447055, "loss_sem_seg": 0.3165821544826031, "lr": 0.02, "mask_rcnn/accuracy": 0.869503092176601, "mask_rcnn/false_negative": 0.09591080291524748, "mask_rcnn/false_positive": 0.1425982706425859, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.5722434654962854, "total_loss": 1.1332868401368614} {"data_time": 0.013311825001437683, "eta_seconds": 49996.51700035653, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.30830564784053155, "fast_rcnn/fg_cls_accuracy": 0.6252975773701162, "iteration": 181539, "loss_box_reg": 0.23158999206498265, "loss_cls": 0.2021607905626297, "loss_mask": 0.2517384886741638, "loss_rpn_cls": 0.04576129297493026, "loss_rpn_loc": 0.08429161668755114, "loss_sem_seg": 0.3287031236104667, "lr": 0.02, "mask_rcnn/accuracy": 0.8986280623810405, "mask_rcnn/false_negative": 0.08501868449305053, "mask_rcnn/false_positive": 0.12950347230759776, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5578610900047352, "total_loss": 1.141806372179417} {"data_time": 0.012587179000547621, "eta_seconds": 49962.84363481473, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.28831677205660944, "fast_rcnn/fg_cls_accuracy": 0.6964393255043662, "iteration": 181559, "loss_box_reg": 0.2258165366947651, "loss_cls": 0.19862432638183236, "loss_mask": 0.2394920364022255, "loss_rpn_cls": 0.04518323691445403, "loss_rpn_loc": 0.07829344942001626, "loss_sem_seg": 0.3100024329032749, "lr": 0.02, "mask_rcnn/accuracy": 0.902557565271479, "mask_rcnn/false_negative": 0.08949444037809791, "mask_rcnn/false_positive": 0.12313056626432178, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.561845069998526, "total_loss": 1.1332665948721115} {"data_time": 0.012540076502773445, "eta_seconds": 49956.333238826104, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.3611394731468246, "fast_rcnn/fg_cls_accuracy": 0.6048783242052962, "iteration": 181579, "loss_box_reg": 0.23134043393656611, "loss_cls": 0.21612679585814476, "loss_mask": 0.2539388434961438, "loss_rpn_cls": 0.04635379876708612, "loss_rpn_loc": 0.08946091227699071, "loss_sem_seg": 0.3295918903313577, "lr": 0.02, "mask_rcnn/accuracy": 0.8810233753301571, "mask_rcnn/false_negative": 0.09444260463618506, "mask_rcnn/false_positive": 0.14354476394369448, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.5675723329986795, "total_loss": 1.1990942257107235} {"data_time": 0.012848441998357885, "eta_seconds": 49945.0335852961, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.3506447665662651, "fast_rcnn/fg_cls_accuracy": 0.603638726445744, "iteration": 181599, "loss_box_reg": 0.2405845709145069, "loss_cls": 0.22092047100886703, "loss_mask": 0.26403352059423923, "loss_rpn_cls": 0.04457055596867576, "loss_rpn_loc": 0.07794912435929291, "loss_sem_seg": 0.30053456500172615, "lr": 0.02, "mask_rcnn/accuracy": 0.8795425239768038, "mask_rcnn/false_negative": 0.10494819614301973, "mask_rcnn/false_positive": 0.11511817833587179, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.5637890454963781, "total_loss": 1.1260052661964437} {"data_time": 0.012729535497783218, "eta_seconds": 49951.30248367654, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.3898809523809524, "fast_rcnn/fg_cls_accuracy": 0.5775049603174603, "iteration": 181619, "loss_box_reg": 0.2219487321563065, "loss_cls": 0.2028094407869503, "loss_mask": 0.2578068897128105, "loss_rpn_cls": 0.04903618118260056, "loss_rpn_loc": 0.07777148435707204, "loss_sem_seg": 0.3006992428563535, "lr": 0.02, "mask_rcnn/accuracy": 0.8772731943691097, "mask_rcnn/false_negative": 0.09498956618081868, "mask_rcnn/false_positive": 0.13611220808625546, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 208.0, "rpn/num_pos_anchors": 48.0, "time": 0.5744505890033906, "total_loss": 1.1228764711122494} {"data_time": 0.011987762001808733, "eta_seconds": 49983.35821602839, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.33183167267330926, "fast_rcnn/fg_cls_accuracy": 0.6273584905660377, "iteration": 181639, "loss_box_reg": 0.2157944841310382, "loss_cls": 0.18785251746885478, "loss_mask": 0.2368278680369258, "loss_rpn_cls": 0.03976707370020449, "loss_rpn_loc": 0.06790466084203217, "loss_sem_seg": 0.28823365783318877, "lr": 0.02, "mask_rcnn/accuracy": 0.9023170355243161, "mask_rcnn/false_negative": 0.07072165943251911, "mask_rcnn/false_positive": 0.11658163626918086, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 236.25, "rpn/num_pos_anchors": 19.75, "time": 0.5762385039997753, "total_loss": 1.0603737042983994} {"data_time": 0.012359618493064772, "eta_seconds": 49985.8480536598, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.32099661344944364, "fast_rcnn/fg_cls_accuracy": 0.6258741258741258, "iteration": 181659, "loss_box_reg": 0.22363769926596433, "loss_cls": 0.19486493756994605, "loss_mask": 0.2512597609311342, "loss_rpn_cls": 0.040286144154379144, "loss_rpn_loc": 0.07728155315271579, "loss_sem_seg": 0.32189628295600414, "lr": 0.02, "mask_rcnn/accuracy": 0.8913577281028375, "mask_rcnn/false_negative": 0.09751348682091043, "mask_rcnn/false_positive": 0.12696584596090313, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5701921569998376, "total_loss": 1.0889995436336903} {"data_time": 0.012306490498303901, "eta_seconds": 49962.556173147525, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.2966842673025606, "fast_rcnn/fg_cls_accuracy": 0.6964533386170002, "iteration": 181679, "loss_box_reg": 0.22031560563482344, "loss_cls": 0.21445112768560648, "loss_mask": 0.25614786660298705, "loss_rpn_cls": 0.04211522580590099, "loss_rpn_loc": 0.09480204927967861, "loss_sem_seg": 0.33473664009943604, "lr": 0.02, "mask_rcnn/accuracy": 0.9103650768818166, "mask_rcnn/false_negative": 0.09002379779014058, "mask_rcnn/false_positive": 0.09994806181627537, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 235.25, "rpn/num_pos_anchors": 20.75, "time": 0.5492876665011863, "total_loss": 1.1749310547602363} {"data_time": 0.012560432995087467, "eta_seconds": 49979.13086302623, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.28710186061179443, "fast_rcnn/fg_cls_accuracy": 0.7128981393882057, "iteration": 181699, "loss_box_reg": 0.2140797800384462, "loss_cls": 0.2025516009889543, "loss_mask": 0.24087823182344437, "loss_rpn_cls": 0.04016414601937868, "loss_rpn_loc": 0.0730489898705855, "loss_sem_seg": 0.3137746851425618, "lr": 0.02, "mask_rcnn/accuracy": 0.9022170547244321, "mask_rcnn/false_negative": 0.08667314270042278, "mask_rcnn/false_positive": 0.10947801492416209, "roi_head/num_bg_samples": 459.5, "roi_head/num_fg_samples": 52.5, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5671506215003319, "total_loss": 1.1411635293479776} {"data_time": 0.012427041496266611, "eta_seconds": 49975.86686127594, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.36963569002778635, "fast_rcnn/fg_cls_accuracy": 0.6183026829074119, "iteration": 181719, "loss_box_reg": 0.23089268431067467, "loss_cls": 0.20051412656903267, "loss_mask": 0.2514978824183345, "loss_rpn_cls": 0.042527533587417565, "loss_rpn_loc": 0.07247655559331179, "loss_sem_seg": 0.32058592000976205, "lr": 0.02, "mask_rcnn/accuracy": 0.8870945261127557, "mask_rcnn/false_negative": 0.09632030221151677, "mask_rcnn/false_positive": 0.12754530078772872, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5648411459915224, "total_loss": 1.1530857064644806} {"data_time": 0.012392812997859437, "eta_seconds": 49971.21457026921, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.3255509463313456, "fast_rcnn/fg_cls_accuracy": 0.6422292545710266, "iteration": 181739, "loss_box_reg": 0.22808765107765794, "loss_cls": 0.21300243423320353, "loss_mask": 0.25464728847146034, "loss_rpn_cls": 0.044889826560392976, "loss_rpn_loc": 0.07447371707530692, "loss_sem_seg": 0.2940993895754218, "lr": 0.02, "mask_rcnn/accuracy": 0.8906810123043496, "mask_rcnn/false_negative": 0.09736741088130942, "mask_rcnn/false_positive": 0.12103452247508822, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5597641990025295, "total_loss": 1.152087009861134} {"data_time": 0.012645454997255001, "eta_seconds": 49969.60039366502, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.30666666666666664, "fast_rcnn/fg_cls_accuracy": 0.6817765567765568, "iteration": 181759, "loss_box_reg": 0.2465156689286232, "loss_cls": 0.21513405302539468, "loss_mask": 0.25816602539271116, "loss_rpn_cls": 0.04314388777129352, "loss_rpn_loc": 0.07880742932320572, "loss_sem_seg": 0.3200329262763262, "lr": 0.02, "mask_rcnn/accuracy": 0.897060638444567, "mask_rcnn/false_negative": 0.09660484440283712, "mask_rcnn/false_positive": 0.11797610040678877, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5738001805002568, "total_loss": 1.1824571674369508} {"data_time": 0.012859905502409674, "eta_seconds": 49953.86279478426, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3391079251294305, "fast_rcnn/fg_cls_accuracy": 0.6344334926324173, "iteration": 181779, "loss_box_reg": 0.22719366243109107, "loss_cls": 0.2038735463283956, "loss_mask": 0.2548299562186003, "loss_rpn_cls": 0.04078175956965424, "loss_rpn_loc": 0.07113123656017706, "loss_sem_seg": 0.2930830274708569, "lr": 0.02, "mask_rcnn/accuracy": 0.887769069321277, "mask_rcnn/false_negative": 0.07785320318329238, "mask_rcnn/false_positive": 0.13098757721956475, "roi_head/num_bg_samples": 458.75, "roi_head/num_fg_samples": 53.25, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5519896659970982, "total_loss": 1.1151765659451485} {"data_time": 0.0125806000069133, "eta_seconds": 49939.86951942368, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.29618983957219247, "fast_rcnn/fg_cls_accuracy": 0.650262356127285, "iteration": 181799, "loss_box_reg": 0.22714607371017337, "loss_cls": 0.20605512475594878, "loss_mask": 0.2513064043596387, "loss_rpn_cls": 0.04719328987994231, "loss_rpn_loc": 0.06568157387664542, "loss_sem_seg": 0.31417230423539877, "lr": 0.02, "mask_rcnn/accuracy": 0.8859485230973044, "mask_rcnn/false_negative": 0.09713803628999927, "mask_rcnn/false_positive": 0.1362894885013867, "roi_head/num_bg_samples": 431.25, "roi_head/num_fg_samples": 80.75, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5499353159975726, "total_loss": 1.1017462410964072} {"data_time": 0.012112369506212417, "eta_seconds": 49911.20982358655, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.3228206121658272, "fast_rcnn/fg_cls_accuracy": 0.6407363136504901, "iteration": 181819, "loss_box_reg": 0.22254541469737887, "loss_cls": 0.19899618532508612, "loss_mask": 0.25209442246705294, "loss_rpn_cls": 0.04181846709980164, "loss_rpn_loc": 0.07412379799643531, "loss_sem_seg": 0.30099525582045317, "lr": 0.02, "mask_rcnn/accuracy": 0.8803321053884834, "mask_rcnn/false_negative": 0.09636272528371373, "mask_rcnn/false_positive": 0.13376888139876053, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.5509033120033564, "total_loss": 1.080215578280331} {"data_time": 0.012930753495311365, "eta_seconds": 49914.59702166873, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.3491437467566165, "fast_rcnn/fg_cls_accuracy": 0.5877000175839634, "iteration": 181839, "loss_box_reg": 0.22246483981143683, "loss_cls": 0.21882662177085876, "loss_mask": 0.26409570407122374, "loss_rpn_cls": 0.04040105237800162, "loss_rpn_loc": 0.07163689867593348, "loss_sem_seg": 0.31159265618771315, "lr": 0.02, "mask_rcnn/accuracy": 0.8916552517746228, "mask_rcnn/false_negative": 0.09759982785230434, "mask_rcnn/false_positive": 0.1092786003595661, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5690049455006374, "total_loss": 1.1300575329805724} {"data_time": 0.013209893499151804, "eta_seconds": 49884.19896169698, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.3859696641386782, "fast_rcnn/fg_cls_accuracy": 0.5906620777103524, "iteration": 181859, "loss_box_reg": 0.2288824536371976, "loss_cls": 0.21449570753611624, "loss_mask": 0.2625305359251797, "loss_rpn_cls": 0.036747408186784014, "loss_rpn_loc": 0.06587332719936967, "loss_sem_seg": 0.3227655990049243, "lr": 0.02, "mask_rcnn/accuracy": 0.8882763876827326, "mask_rcnn/false_negative": 0.10890350897878365, "mask_rcnn/false_positive": 0.117868124918585, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5655079709977144, "total_loss": 1.14026655600901} {"data_time": 0.012065260998497251, "eta_seconds": 49891.950002228536, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.3587183242355656, "fast_rcnn/fg_cls_accuracy": 0.5827114427860697, "iteration": 181879, "loss_box_reg": 0.24260147497989237, "loss_cls": 0.21685273898765445, "loss_mask": 0.2501750993542373, "loss_rpn_cls": 0.050718257611151785, "loss_rpn_loc": 0.1016240743920207, "loss_sem_seg": 0.3144862772896886, "lr": 0.02, "mask_rcnn/accuracy": 0.8845754373177843, "mask_rcnn/false_negative": 0.09089246052757606, "mask_rcnn/false_positive": 0.12590916394967444, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.5766867729907972, "total_loss": 1.1917389884765726} {"data_time": 0.012963406501512509, "eta_seconds": 49865.92913062676, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.3479753779154977, "fast_rcnn/fg_cls_accuracy": 0.6334926301243666, "iteration": 181899, "loss_box_reg": 0.23691931879147887, "loss_cls": 0.19241436559241265, "loss_mask": 0.25426027085632086, "loss_rpn_cls": 0.039220684848260134, "loss_rpn_loc": 0.07326434372225776, "loss_sem_seg": 0.3144327253103256, "lr": 0.02, "mask_rcnn/accuracy": 0.8689216820594372, "mask_rcnn/false_negative": 0.0948916834588591, "mask_rcnn/false_positive": 0.11253222899736479, "roi_head/num_bg_samples": 465.75, "roi_head/num_fg_samples": 46.25, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 0.5615499780033133, "total_loss": 1.1236183638684452} {"data_time": 0.012771361500199419, "eta_seconds": 49869.302982788344, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3596892959770115, "fast_rcnn/fg_cls_accuracy": 0.6067629179331306, "iteration": 181919, "loss_box_reg": 0.2416718816384673, "loss_cls": 0.22966902749612927, "loss_mask": 0.2449296209961176, "loss_rpn_cls": 0.055004632740747184, "loss_rpn_loc": 0.07567731197923422, "loss_sem_seg": 0.3243509267922491, "lr": 0.02, "mask_rcnn/accuracy": 0.88311625187523, "mask_rcnn/false_negative": 0.10190105488236095, "mask_rcnn/false_positive": 0.11880564364864103, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5635570285012363, "total_loss": 1.1826994248694973} {"data_time": 0.011841065999760758, "eta_seconds": 49864.26614728905, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.29289350999877317, "fast_rcnn/fg_cls_accuracy": 0.7001134830082199, "iteration": 181939, "loss_box_reg": 0.22914799000136554, "loss_cls": 0.1995963923400268, "loss_mask": 0.2635576566681266, "loss_rpn_cls": 0.04541437845909968, "loss_rpn_loc": 0.07632244026171975, "loss_sem_seg": 0.33805488515645266, "lr": 0.02, "mask_rcnn/accuracy": 0.882020327070222, "mask_rcnn/false_negative": 0.10425701884193508, "mask_rcnn/false_positive": 0.11351253821643657, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.566694078494038, "total_loss": 1.181855909700971} {"data_time": 0.01263257450045785, "eta_seconds": 49840.00288095508, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.4173913043478261, "fast_rcnn/fg_cls_accuracy": 0.5562573443008225, "iteration": 181959, "loss_box_reg": 0.2283251949120313, "loss_cls": 0.21306714531965554, "loss_mask": 0.254839810077101, "loss_rpn_cls": 0.04007261798687978, "loss_rpn_loc": 0.09026902145706117, "loss_sem_seg": 0.306107408599928, "lr": 0.02, "mask_rcnn/accuracy": 0.8948977858806566, "mask_rcnn/false_negative": 0.10445238259111639, "mask_rcnn/false_positive": 0.11399017497256184, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5579317149968119, "total_loss": 1.1181098910747096} {"data_time": 0.011920474004000425, "eta_seconds": 49845.668494961435, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.35378151260504204, "fast_rcnn/fg_cls_accuracy": 0.6389162561576355, "iteration": 181979, "loss_box_reg": 0.20728740328922868, "loss_cls": 0.17816310725174844, "loss_mask": 0.24893271178007126, "loss_rpn_cls": 0.038990667468169704, "loss_rpn_loc": 0.06196979456581175, "loss_sem_seg": 0.29643606999889016, "lr": 0.02, "mask_rcnn/accuracy": 0.896243580334804, "mask_rcnn/false_negative": 0.09301722437552509, "mask_rcnn/false_positive": 0.11734908965783208, "roi_head/num_bg_samples": 459.75, "roi_head/num_fg_samples": 52.25, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5670193639962235, "total_loss": 1.0890587854810292} {"data_time": 0.012344198497885372, "eta_seconds": 49824.051140401425, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.2899668325041459, "fast_rcnn/fg_cls_accuracy": 0.6492956836391832, "iteration": 181999, "loss_box_reg": 0.2521873414516449, "loss_cls": 0.22384108183905482, "loss_mask": 0.24973256140947342, "loss_rpn_cls": 0.04622358473716304, "loss_rpn_loc": 0.08618589473189786, "loss_sem_seg": 0.2866473915055394, "lr": 0.02, "mask_rcnn/accuracy": 0.8892726849426154, "mask_rcnn/false_negative": 0.09887795630015617, "mask_rcnn/false_positive": 0.1038034032511359, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5711677260042052, "total_loss": 1.1552442455140408} {"data_time": 0.011967161000939086, "eta_seconds": 49819.88175161517, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.33655347384855583, "fast_rcnn/fg_cls_accuracy": 0.6209992193598751, "iteration": 182019, "loss_box_reg": 0.22410375042818487, "loss_cls": 0.202600356657058, "loss_mask": 0.24543886119499803, "loss_rpn_cls": 0.04128941521048546, "loss_rpn_loc": 0.07332717828103341, "loss_sem_seg": 0.31335826963186264, "lr": 0.02, "mask_rcnn/accuracy": 0.8913011856071672, "mask_rcnn/false_negative": 0.09135746970273748, "mask_rcnn/false_positive": 0.10605465626909469, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5676894374992116, "total_loss": 1.110720997035969} {"data_time": 0.013005948501813691, "eta_seconds": 49841.1498062708, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.35450089126559714, "fast_rcnn/fg_cls_accuracy": 0.6026612276612276, "iteration": 182039, "loss_box_reg": 0.2382077374495566, "loss_cls": 0.23237577732652426, "loss_mask": 0.25018045911565423, "loss_rpn_cls": 0.04131940798833966, "loss_rpn_loc": 0.07462965647573583, "loss_sem_seg": 0.32104196585714817, "lr": 0.02, "mask_rcnn/accuracy": 0.8910463739067056, "mask_rcnn/false_negative": 0.09215166902725383, "mask_rcnn/false_positive": 0.13690586967894788, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5756314580066828, "total_loss": 1.218746709957486} {"data_time": 0.013540440500946715, "eta_seconds": 49829.817249840955, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.33351264120494895, "fast_rcnn/fg_cls_accuracy": 0.6322192513368984, "iteration": 182059, "loss_box_reg": 0.20269602700136602, "loss_cls": 0.19168526818975806, "loss_mask": 0.2521754140034318, "loss_rpn_cls": 0.044910397176863626, "loss_rpn_loc": 0.07815678886254318, "loss_sem_seg": 0.311687262263149, "lr": 0.02, "mask_rcnn/accuracy": 0.8960053897685201, "mask_rcnn/false_negative": 0.092999320244089, "mask_rcnn/false_positive": 0.1032841973964138, "roi_head/num_bg_samples": 433.0, "roi_head/num_fg_samples": 79.0, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5605084454946336, "total_loss": 1.0960016311437357} {"data_time": 0.012388654489768669, "eta_seconds": 49834.27816384486, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.36154186973859104, "fast_rcnn/fg_cls_accuracy": 0.6229508196721312, "iteration": 182079, "loss_box_reg": 0.22282499680295587, "loss_cls": 0.2110339067876339, "loss_mask": 0.25763458479195833, "loss_rpn_cls": 0.043157218548003584, "loss_rpn_loc": 0.08238593599526212, "loss_sem_seg": 0.32443308318033814, "lr": 0.02, "mask_rcnn/accuracy": 0.9008326111536042, "mask_rcnn/false_negative": 0.09471255472169547, "mask_rcnn/false_positive": 0.10167887613583859, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5659899550009868, "total_loss": 1.1237487812759355} {"data_time": 0.012036319509206805, "eta_seconds": 49815.681874752016, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.2830013032954757, "fast_rcnn/fg_cls_accuracy": 0.7020767151865724, "iteration": 182099, "loss_box_reg": 0.22094450239092112, "loss_cls": 0.19778704713098705, "loss_mask": 0.24159215856343508, "loss_rpn_cls": 0.043519927698071115, "loss_rpn_loc": 0.07235953921917826, "loss_sem_seg": 0.3178447554819286, "lr": 0.02, "mask_rcnn/accuracy": 0.8989217533503813, "mask_rcnn/false_negative": 0.07651046274375198, "mask_rcnn/false_positive": 0.132152151565242, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.5686155065050116, "total_loss": 1.0987404670449905} {"data_time": 0.012402298001688905, "eta_seconds": 49769.22235195311, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.33245565410199557, "fast_rcnn/fg_cls_accuracy": 0.6517676767676768, "iteration": 182119, "loss_box_reg": 0.219295060262084, "loss_cls": 0.19289597403258085, "loss_mask": 0.2554211192764342, "loss_rpn_cls": 0.041048838349524885, "loss_rpn_loc": 0.07446134311612695, "loss_sem_seg": 0.31568162771873176, "lr": 0.02, "mask_rcnn/accuracy": 0.8914821247647995, "mask_rcnn/false_negative": 0.090781792508867, "mask_rcnn/false_positive": 0.11450610769878578, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.5651818679980352, "total_loss": 1.0901232088799588} {"data_time": 0.011869606998516247, "eta_seconds": 49757.89584853327, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3405586450960566, "fast_rcnn/fg_cls_accuracy": 0.6522797571314011, "iteration": 182139, "loss_box_reg": 0.21793072670698166, "loss_cls": 0.20103949983604252, "loss_mask": 0.24727597134187818, "loss_rpn_cls": 0.04619605973130092, "loss_rpn_loc": 0.07220750872511417, "loss_sem_seg": 0.319395727943629, "lr": 0.02, "mask_rcnn/accuracy": 0.8802376506158018, "mask_rcnn/false_negative": 0.10658803440112984, "mask_rcnn/false_positive": 0.14641597611245466, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5680180089984788, "total_loss": 1.1115267424320336} {"data_time": 0.012007432997052092, "eta_seconds": 49750.46575266806, "fast_rcnn/cls_accuracy": 0.95654296875, "fast_rcnn/false_negative": 0.3883306691025348, "fast_rcnn/fg_cls_accuracy": 0.5936531244901289, "iteration": 182159, "loss_box_reg": 0.2430771579965949, "loss_cls": 0.21554420934990048, "loss_mask": 0.24531661439687014, "loss_rpn_cls": 0.04018761724000797, "loss_rpn_loc": 0.07721981755457819, "loss_sem_seg": 0.36475104140117764, "lr": 0.02, "mask_rcnn/accuracy": 0.8877237298428143, "mask_rcnn/false_negative": 0.08429847474126922, "mask_rcnn/false_positive": 0.12310515293882017, "roi_head/num_bg_samples": 463.25, "roi_head/num_fg_samples": 48.75, "rpn/num_neg_anchors": 236.25, "rpn/num_pos_anchors": 19.75, "time": 0.5784418995026499, "total_loss": 1.1863438845030032} {"data_time": 0.012483244499890134, "eta_seconds": 49735.24284169359, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.36924528301886794, "fast_rcnn/fg_cls_accuracy": 0.5628591954022988, "iteration": 182179, "loss_box_reg": 0.22307479660958052, "loss_cls": 0.2129267593845725, "loss_mask": 0.26829167921096087, "loss_rpn_cls": 0.04120565069024451, "loss_rpn_loc": 0.07961552019696683, "loss_sem_seg": 0.37336414074525237, "lr": 0.02, "mask_rcnn/accuracy": 0.8781074177791417, "mask_rcnn/false_negative": 0.10857114054125488, "mask_rcnn/false_positive": 0.13343109005794324, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.552940673995181, "total_loss": 1.1886917946685571} {"data_time": 0.01249540300341323, "eta_seconds": 49717.9554412153, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.33545621045621044, "fast_rcnn/fg_cls_accuracy": 0.6453130203130203, "iteration": 182199, "loss_box_reg": 0.22772546135820448, "loss_cls": 0.20207647781353444, "loss_mask": 0.2536929724738002, "loss_rpn_cls": 0.04006524363649078, "loss_rpn_loc": 0.06451053224736825, "loss_sem_seg": 0.3411121740937233, "lr": 0.02, "mask_rcnn/accuracy": 0.8962859489726123, "mask_rcnn/false_negative": 0.09384657924213852, "mask_rcnn/false_positive": 0.12345188112309506, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 234.25, "rpn/num_pos_anchors": 21.75, "time": 0.5609006950035109, "total_loss": 1.1287999227643013} {"data_time": 0.012374135498248506, "eta_seconds": 49692.7791122148, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.30534422549264156, "fast_rcnn/fg_cls_accuracy": 0.673328760289349, "iteration": 182219, "loss_box_reg": 0.22732132533565164, "loss_cls": 0.20329229068011045, "loss_mask": 0.2508935183286667, "loss_rpn_cls": 0.04237646731780842, "loss_rpn_loc": 0.09285736628226005, "loss_sem_seg": 0.3711001006886363, "lr": 0.02, "mask_rcnn/accuracy": 0.8806253681954773, "mask_rcnn/false_negative": 0.09385931964546855, "mask_rcnn/false_positive": 0.12478828040734957, "roi_head/num_bg_samples": 462.5, "roi_head/num_fg_samples": 49.5, "rpn/num_neg_anchors": 235.0, "rpn/num_pos_anchors": 21.0, "time": 0.5643574420028017, "total_loss": 1.2079397815687116} {"data_time": 0.012705296496278606, "eta_seconds": 49681.4571224648, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.38054025701547334, "fast_rcnn/fg_cls_accuracy": 0.5719461697722568, "iteration": 182239, "loss_box_reg": 0.21934362081810832, "loss_cls": 0.20572272781282663, "loss_mask": 0.24851835053414106, "loss_rpn_cls": 0.040869965709134704, "loss_rpn_loc": 0.07881467376137152, "loss_sem_seg": 0.309208195656538, "lr": 0.02, "mask_rcnn/accuracy": 0.9027230379865856, "mask_rcnn/false_negative": 0.08544806780819517, "mask_rcnn/false_positive": 0.120565158984029, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 0.564856677003263, "total_loss": 1.1125671785121085} {"data_time": 0.011966540499997791, "eta_seconds": 49686.59266835267, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3486401673640167, "fast_rcnn/fg_cls_accuracy": 0.6104920663219825, "iteration": 182259, "loss_box_reg": 0.23954186378978193, "loss_cls": 0.21471678488887846, "loss_mask": 0.25074727134779096, "loss_rpn_cls": 0.042056331963976845, "loss_rpn_loc": 0.07615187455667183, "loss_sem_seg": 0.3606453691609204, "lr": 0.02, "mask_rcnn/accuracy": 0.8868691042358045, "mask_rcnn/false_negative": 0.1059712210156159, "mask_rcnn/false_positive": 0.1200836827993798, "roi_head/num_bg_samples": 432.5, "roi_head/num_fg_samples": 79.5, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.573551902496547, "total_loss": 1.2309427541331388} {"data_time": 0.013247011505882256, "eta_seconds": 49669.088166898, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.32095890410958905, "fast_rcnn/fg_cls_accuracy": 0.6540781250000001, "iteration": 182279, "loss_box_reg": 0.2542207040823996, "loss_cls": 0.21872327709570527, "loss_mask": 0.2524140030145645, "loss_rpn_cls": 0.04352272976484528, "loss_rpn_loc": 0.08596676168963313, "loss_sem_seg": 0.3415270494297147, "lr": 0.02, "mask_rcnn/accuracy": 0.8866714202115928, "mask_rcnn/false_negative": 0.10515883859527841, "mask_rcnn/false_positive": 0.12623254530913908, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.5638453504943755, "total_loss": 1.213601519405529} {"data_time": 0.012258627495612018, "eta_seconds": 49647.49115321482, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.2697374724537702, "fast_rcnn/fg_cls_accuracy": 0.6491108071135432, "iteration": 182299, "loss_box_reg": 0.22851137584075332, "loss_cls": 0.2004438266158104, "loss_mask": 0.24802148528397083, "loss_rpn_cls": 0.046909294615034014, "loss_rpn_loc": 0.07649775134632364, "loss_sem_seg": 0.3165954020805657, "lr": 0.02, "mask_rcnn/accuracy": 0.8955036884883824, "mask_rcnn/false_negative": 0.0970867395694118, "mask_rcnn/false_positive": 0.12631184626511827, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5564321434940211, "total_loss": 1.1291007196123246} {"data_time": 0.01296392649965128, "eta_seconds": 49655.09138090332, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.3802606408417025, "fast_rcnn/fg_cls_accuracy": 0.5821844362745099, "iteration": 182319, "loss_box_reg": 0.22042468190193176, "loss_cls": 0.18681823095539585, "loss_mask": 0.2514523188583553, "loss_rpn_cls": 0.03951457919902168, "loss_rpn_loc": 0.07660031839623116, "loss_sem_seg": 0.3108229939825833, "lr": 0.02, "mask_rcnn/accuracy": 0.9102152070902071, "mask_rcnn/false_negative": 0.07641646789058254, "mask_rcnn/false_positive": 0.1251494064424034, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5702085249940865, "total_loss": 1.1061433604045305} {"data_time": 0.01297548100410495, "eta_seconds": 49641.289703792565, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.3907437255353442, "fast_rcnn/fg_cls_accuracy": 0.5165068353397266, "iteration": 182339, "loss_box_reg": 0.23186769569292665, "loss_cls": 0.2254199357703328, "loss_mask": 0.2639160775579512, "loss_rpn_cls": 0.04303844895912334, "loss_rpn_loc": 0.08701331437623594, "loss_sem_seg": 0.3007916216738522, "lr": 0.02, "mask_rcnn/accuracy": 0.8994901740340405, "mask_rcnn/false_negative": 0.09426739695739333, "mask_rcnn/false_positive": 0.11059051268254719, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5615645044963458, "total_loss": 1.152968501439318} {"data_time": 0.012885483505669981, "eta_seconds": 49632.43876910332, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.2780037546933667, "fast_rcnn/fg_cls_accuracy": 0.6154949784791965, "iteration": 182359, "loss_box_reg": 0.25196193950250745, "loss_cls": 0.21586946584284306, "loss_mask": 0.25785880885086954, "loss_rpn_cls": 0.04313475239905529, "loss_rpn_loc": 0.07854752871207893, "loss_sem_seg": 0.2860940480604768, "lr": 0.02, "mask_rcnn/accuracy": 0.8858457258015004, "mask_rcnn/false_negative": 0.11264620933616862, "mask_rcnn/false_positive": 0.1220057405842517, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5744232109937002, "total_loss": 1.1261634440161288} {"data_time": 0.013024854990362655, "eta_seconds": 49634.47488475463, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.3311120917917034, "fast_rcnn/fg_cls_accuracy": 0.6106482931412465, "iteration": 182379, "loss_box_reg": 0.2364076036028564, "loss_cls": 0.2242213636636734, "loss_mask": 0.25767029635608196, "loss_rpn_cls": 0.03996208275202662, "loss_rpn_loc": 0.07525900949258357, "loss_sem_seg": 0.32704205671325326, "lr": 0.02, "mask_rcnn/accuracy": 0.881994780670889, "mask_rcnn/false_negative": 0.1022675968835933, "mask_rcnn/false_positive": 0.1382831935646179, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5670362899982138, "total_loss": 1.1722096622397657} {"data_time": 0.012388972492772155, "eta_seconds": 49611.81363873792, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.29554655870445345, "fast_rcnn/fg_cls_accuracy": 0.5537749287749287, "iteration": 182399, "loss_box_reg": 0.23326175776310265, "loss_cls": 0.21003934717737138, "loss_mask": 0.25448983861133456, "loss_rpn_cls": 0.04207778681302443, "loss_rpn_loc": 0.08133082801941782, "loss_sem_seg": 0.31123426277190447, "lr": 0.02, "mask_rcnn/accuracy": 0.8875334746652699, "mask_rcnn/false_negative": 0.07753494264588924, "mask_rcnn/false_positive": 0.1353942169827295, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 234.25, "rpn/num_pos_anchors": 21.75, "time": 0.5546139635043801, "total_loss": 1.1232087055395823} {"data_time": 0.012612217506102752, "eta_seconds": 49595.98673923246, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.33785076530612246, "fast_rcnn/fg_cls_accuracy": 0.6058488884228188, "iteration": 182419, "loss_box_reg": 0.20810597063973546, "loss_cls": 0.20992399065289646, "loss_mask": 0.24919727444648743, "loss_rpn_cls": 0.039272518653888255, "loss_rpn_loc": 0.07648621691623703, "loss_sem_seg": 0.3087723453063518, "lr": 0.02, "mask_rcnn/accuracy": 0.8899476620075113, "mask_rcnn/false_negative": 0.09238360959293596, "mask_rcnn/false_positive": 0.11959823283787574, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5637095484926249, "total_loss": 1.0727355912094936} {"data_time": 0.011978733498835936, "eta_seconds": 49587.99829723565, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.2693026645122454, "fast_rcnn/fg_cls_accuracy": 0.678716250898265, "iteration": 182439, "loss_box_reg": 0.2442340583074838, "loss_cls": 0.21317322249524295, "loss_mask": 0.24195218551903963, "loss_rpn_cls": 0.04300067783333361, "loss_rpn_loc": 0.07620272518397542, "loss_sem_seg": 0.30959224654361606, "lr": 0.02, "mask_rcnn/accuracy": 0.8942655213109051, "mask_rcnn/false_negative": 0.09309651405152111, "mask_rcnn/false_positive": 0.11065195380307866, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.5756395610005711, "total_loss": 1.1419294256484136} {"data_time": 0.012964022003870923, "eta_seconds": 49570.72854841549, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.34307484567901236, "fast_rcnn/fg_cls_accuracy": 0.6324561403508772, "iteration": 182459, "loss_box_reg": 0.22532085934653878, "loss_cls": 0.1959809483960271, "loss_mask": 0.25297293346375227, "loss_rpn_cls": 0.038095659809187055, "loss_rpn_loc": 0.06717911455780268, "loss_sem_seg": 0.322251683101058, "lr": 0.02, "mask_rcnn/accuracy": 0.8822732026744122, "mask_rcnn/false_negative": 0.09530726998280825, "mask_rcnn/false_positive": 0.13323083305556582, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.562286234999192, "total_loss": 1.122783821017947} {"data_time": 0.011636250499577727, "eta_seconds": 49562.00951581238, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.33462732919254656, "fast_rcnn/fg_cls_accuracy": 0.5887053087757312, "iteration": 182479, "loss_box_reg": 0.2314387303777039, "loss_cls": 0.2098979102447629, "loss_mask": 0.26857287622988224, "loss_rpn_cls": 0.0434281027992256, "loss_rpn_loc": 0.07985074768657796, "loss_sem_seg": 0.33463315665721893, "lr": 0.02, "mask_rcnn/accuracy": 0.8844302832000175, "mask_rcnn/false_negative": 0.08965588125578522, "mask_rcnn/false_positive": 0.13101489807565087, "roi_head/num_bg_samples": 460.75, "roi_head/num_fg_samples": 51.25, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.5708919055105071, "total_loss": 1.1926591343653854} {"data_time": 0.012830723004299216, "eta_seconds": 49540.183216919955, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.39636509010394244, "fast_rcnn/fg_cls_accuracy": 0.5736388562475518, "iteration": 182499, "loss_box_reg": 0.21999805269297212, "loss_cls": 0.20751989050768316, "loss_mask": 0.25825442047789693, "loss_rpn_cls": 0.039420860673999414, "loss_rpn_loc": 0.0674503602203913, "loss_sem_seg": 0.3065017028711736, "lr": 0.02, "mask_rcnn/accuracy": 0.8774359051921163, "mask_rcnn/false_negative": 0.097254047455649, "mask_rcnn/false_positive": 0.1488909320937461, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5660982904955745, "total_loss": 1.108409454289358} {"data_time": 0.013014002492127474, "eta_seconds": 49528.859875879985, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.30165799113167535, "fast_rcnn/fg_cls_accuracy": 0.648045887614233, "iteration": 182519, "loss_box_reg": 0.24954929808154702, "loss_cls": 0.22022764827124774, "loss_mask": 0.2519969055429101, "loss_rpn_cls": 0.04259212256874889, "loss_rpn_loc": 0.0690437882731203, "loss_sem_seg": 0.3323038895614445, "lr": 0.02, "mask_rcnn/accuracy": 0.8989006110918945, "mask_rcnn/false_negative": 0.1021634617093492, "mask_rcnn/false_positive": 0.10775965202868171, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5714446519996272, "total_loss": 1.1905577775032725} {"data_time": 0.012965844500286039, "eta_seconds": 49531.365780136446, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.3103693181818182, "fast_rcnn/fg_cls_accuracy": 0.6753435517970401, "iteration": 182539, "loss_box_reg": 0.24249414075165987, "loss_cls": 0.20568712707608938, "loss_mask": 0.25337381660938263, "loss_rpn_cls": 0.037750755102024414, "loss_rpn_loc": 0.07213358680019155, "loss_sem_seg": 0.3404909879900515, "lr": 0.02, "mask_rcnn/accuracy": 0.8905784107474158, "mask_rcnn/false_negative": 0.089991134284826, "mask_rcnn/false_positive": 0.1218824634490713, "roi_head/num_bg_samples": 423.0, "roi_head/num_fg_samples": 89.0, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.5705384390021209, "total_loss": 1.1548839444876648} {"data_time": 0.013075829498120584, "eta_seconds": 49516.706551252275, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.33664641054691524, "fast_rcnn/fg_cls_accuracy": 0.6120300751879699, "iteration": 182559, "loss_box_reg": 0.22624329454265535, "loss_cls": 0.21120206220075488, "loss_mask": 0.25322994589805603, "loss_rpn_cls": 0.03672968337923521, "loss_rpn_loc": 0.0799477765976917, "loss_sem_seg": 0.35034737829118967, "lr": 0.02, "mask_rcnn/accuracy": 0.8967072806048995, "mask_rcnn/false_negative": 0.08182811330723538, "mask_rcnn/false_positive": 0.12035067123925301, "roi_head/num_bg_samples": 432.75, "roi_head/num_fg_samples": 79.25, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5531848505052039, "total_loss": 1.1572126357932575} {"data_time": 0.012658367995754816, "eta_seconds": 49494.889852760076, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.37664970876649706, "fast_rcnn/fg_cls_accuracy": 0.5547649145699955, "iteration": 182579, "loss_box_reg": 0.22221356257796288, "loss_cls": 0.21328310249373317, "loss_mask": 0.24881603941321373, "loss_rpn_cls": 0.04384559862955939, "loss_rpn_loc": 0.08316917583579198, "loss_sem_seg": 0.30730194598436356, "lr": 0.02, "mask_rcnn/accuracy": 0.8798793488436305, "mask_rcnn/false_negative": 0.08082355733086252, "mask_rcnn/false_positive": 0.13135215435906472, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5657804750007926, "total_loss": 1.1364874200662598} {"data_time": 0.012708538502920419, "eta_seconds": 49487.861615508235, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.3841002798928582, "fast_rcnn/fg_cls_accuracy": 0.5979944427632122, "iteration": 182599, "loss_box_reg": 0.22708769817836583, "loss_cls": 0.2120656636543572, "loss_mask": 0.25019869301468134, "loss_rpn_cls": 0.03865038545336574, "loss_rpn_loc": 0.07701600770815276, "loss_sem_seg": 0.32621500827372074, "lr": 0.02, "mask_rcnn/accuracy": 0.895775675443526, "mask_rcnn/false_negative": 0.09723489786038805, "mask_rcnn/false_positive": 0.1035975201695663, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.568057360003877, "total_loss": 1.163471881634905} {"data_time": 0.012270973500562832, "eta_seconds": 49472.243170680136, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3875, "fast_rcnn/fg_cls_accuracy": 0.5861673414304993, "iteration": 182619, "loss_box_reg": 0.23548637609928846, "loss_cls": 0.2094540847465396, "loss_mask": 0.24718794925138354, "loss_rpn_cls": 0.037879749841522425, "loss_rpn_loc": 0.06911812469479628, "loss_sem_seg": 0.32382219401188195, "lr": 0.02, "mask_rcnn/accuracy": 0.8859781074396381, "mask_rcnn/false_negative": 0.10506386222552182, "mask_rcnn/false_positive": 0.13589663597127405, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5665253110055346, "total_loss": 1.1025099204853177} {"data_time": 0.012200549499539193, "eta_seconds": 49443.06760938043, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.2713341346153846, "fast_rcnn/fg_cls_accuracy": 0.6831014989837398, "iteration": 182639, "loss_box_reg": 0.23670823872089386, "loss_cls": 0.20615852065384388, "loss_mask": 0.2447431618347764, "loss_rpn_cls": 0.037726348542491905, "loss_rpn_loc": 0.07556464461958967, "loss_sem_seg": 0.2621217745472677, "lr": 0.02, "mask_rcnn/accuracy": 0.8900153897865245, "mask_rcnn/false_negative": 0.09438428334494989, "mask_rcnn/false_positive": 0.11726728562630581, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5655254355078796, "total_loss": 1.1114852377795614} {"data_time": 0.012856221495894715, "eta_seconds": 49424.50538444477, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3429614181438999, "fast_rcnn/fg_cls_accuracy": 0.6533889468196037, "iteration": 182659, "loss_box_reg": 0.24985913513228297, "loss_cls": 0.2287083542905748, "loss_mask": 0.26831388752907515, "loss_rpn_cls": 0.037459216779097915, "loss_rpn_loc": 0.07496160110167693, "loss_sem_seg": 0.32125912606716156, "lr": 0.02, "mask_rcnn/accuracy": 0.8943490108938953, "mask_rcnn/false_negative": 0.10076197994018037, "mask_rcnn/false_positive": 0.11779082915592215, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.5735251000005519, "total_loss": 1.1913750106759835} {"data_time": 0.012545766498078592, "eta_seconds": 49411.65543605275, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.3171056807362742, "fast_rcnn/fg_cls_accuracy": 0.6806875631951466, "iteration": 182679, "loss_box_reg": 0.21516165975481272, "loss_cls": 0.20018976530991495, "loss_mask": 0.23653601435944438, "loss_rpn_cls": 0.03731523884925991, "loss_rpn_loc": 0.06823360902490094, "loss_sem_seg": 0.3176969555206597, "lr": 0.02, "mask_rcnn/accuracy": 0.8993873260128635, "mask_rcnn/false_negative": 0.08232107406272854, "mask_rcnn/false_positive": 0.11915670803456371, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5577387425000779, "total_loss": 1.0764222780999262} {"data_time": 0.012334858998656273, "eta_seconds": 49399.22785460901, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3074803149606299, "fast_rcnn/fg_cls_accuracy": 0.650913937547601, "iteration": 182699, "loss_box_reg": 0.21941401669755578, "loss_cls": 0.20257156481966376, "loss_mask": 0.2554412027820945, "loss_rpn_cls": 0.04156725544453366, "loss_rpn_loc": 0.07299669468193315, "loss_sem_seg": 0.33934646658599377, "lr": 0.02, "mask_rcnn/accuracy": 0.8754613907937421, "mask_rcnn/false_negative": 0.09262963382947034, "mask_rcnn/false_positive": 0.1210416745447009, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.562011263500608, "total_loss": 1.1515868325877818} {"data_time": 0.01225351349421544, "eta_seconds": 49383.932857802705, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.32361733931240655, "fast_rcnn/fg_cls_accuracy": 0.6465893919164947, "iteration": 182719, "loss_box_reg": 0.2493884600698948, "loss_cls": 0.21818567777518183, "loss_mask": 0.267329559661448, "loss_rpn_cls": 0.0553176914982032, "loss_rpn_loc": 0.0930418171628844, "loss_sem_seg": 0.33909133402630687, "lr": 0.02, "mask_rcnn/accuracy": 0.8777644867914168, "mask_rcnn/false_negative": 0.1041803585105372, "mask_rcnn/false_positive": 0.13959020725886745, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.5616537410023739, "total_loss": 1.2083578729943838} {"data_time": 0.01222039650019724, "eta_seconds": 49376.59387430885, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.30782820351758794, "fast_rcnn/fg_cls_accuracy": 0.6216823630136986, "iteration": 182739, "loss_box_reg": 0.22930111456662416, "loss_cls": 0.21338509651832283, "loss_mask": 0.2523958934471011, "loss_rpn_cls": 0.04305935720913112, "loss_rpn_loc": 0.07892913461546414, "loss_sem_seg": 0.3359214188531041, "lr": 0.02, "mask_rcnn/accuracy": 0.8972677950209957, "mask_rcnn/false_negative": 0.1031234423961615, "mask_rcnn/false_positive": 0.10758382392327527, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5653440705063986, "total_loss": 1.145932293322403} {"data_time": 0.011648330510070082, "eta_seconds": 49361.30070058278, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.2835415737022163, "fast_rcnn/fg_cls_accuracy": 0.6733204002450479, "iteration": 182759, "loss_box_reg": 0.23412061005365103, "loss_cls": 0.21126339212059975, "loss_mask": 0.2425668789073825, "loss_rpn_cls": 0.04324829974939348, "loss_rpn_loc": 0.0812241529347375, "loss_sem_seg": 0.3132024430669844, "lr": 0.02, "mask_rcnn/accuracy": 0.9028935713854799, "mask_rcnn/false_negative": 0.09321571451401084, "mask_rcnn/false_positive": 0.09833147512901202, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 237.0, "rpn/num_pos_anchors": 19.0, "time": 0.5749276214992278, "total_loss": 1.1499601276009344} {"data_time": 0.012071725504938513, "eta_seconds": 49353.95989400869, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.4363970588235294, "fast_rcnn/fg_cls_accuracy": 0.51406828465652, "iteration": 182779, "loss_box_reg": 0.23762264952529222, "loss_cls": 0.22412052494473755, "loss_mask": 0.25237471610307693, "loss_rpn_cls": 0.037677724030800164, "loss_rpn_loc": 0.07484345627017319, "loss_sem_seg": 0.312758119776845, "lr": 0.02, "mask_rcnn/accuracy": 0.8815157233185847, "mask_rcnn/false_negative": 0.09481760484615472, "mask_rcnn/false_positive": 0.14571027828041067, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5575836264979444, "total_loss": 1.1568897520191967} {"data_time": 0.012767469997925218, "eta_seconds": 49345.282216015024, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3283811475409836, "fast_rcnn/fg_cls_accuracy": 0.6212869729389554, "iteration": 182799, "loss_box_reg": 0.24619199940934777, "loss_cls": 0.22343736281618476, "loss_mask": 0.24653014726936817, "loss_rpn_cls": 0.04455396099365316, "loss_rpn_loc": 0.07714429419138469, "loss_sem_seg": 0.3150573964230716, "lr": 0.02, "mask_rcnn/accuracy": 0.8722348220767697, "mask_rcnn/false_negative": 0.0991422385420795, "mask_rcnn/false_positive": 0.12460811067691888, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.566510778007796, "total_loss": 1.125842944427859} {"data_time": 0.012684464505582582, "eta_seconds": 49353.88395419064, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.26439974767080743, "fast_rcnn/fg_cls_accuracy": 0.6856854838709677, "iteration": 182819, "loss_box_reg": 0.2303602695465088, "loss_cls": 0.21306914160959423, "loss_mask": 0.25758527033030987, "loss_rpn_cls": 0.038998007716145366, "loss_rpn_loc": 0.07694996483041905, "loss_sem_seg": 0.2978427903726697, "lr": 0.02, "mask_rcnn/accuracy": 0.893761928928875, "mask_rcnn/false_negative": 0.10019688624192821, "mask_rcnn/false_positive": 0.10844904794947416, "roi_head/num_bg_samples": 465.5, "roi_head/num_fg_samples": 46.5, "rpn/num_neg_anchors": 235.5, "rpn/num_pos_anchors": 20.5, "time": 0.5762692384960246, "total_loss": 1.1189141724371439} {"data_time": 0.012077964507625438, "eta_seconds": 49342.56178905049, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3420148433205058, "fast_rcnn/fg_cls_accuracy": 0.6336476293103448, "iteration": 182839, "loss_box_reg": 0.2168640592135489, "loss_cls": 0.20317906024865806, "loss_mask": 0.2390093277208507, "loss_rpn_cls": 0.03963322768686339, "loss_rpn_loc": 0.060918219591258094, "loss_sem_seg": 0.3019225727766752, "lr": 0.02, "mask_rcnn/accuracy": 0.8894627717833172, "mask_rcnn/false_negative": 0.07692990924764392, "mask_rcnn/false_positive": 0.12329019187526956, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5724951280062669, "total_loss": 1.1283106916525867} {"data_time": 0.012406767498760018, "eta_seconds": 49342.595795017914, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.3389111681717204, "fast_rcnn/fg_cls_accuracy": 0.6383107403545359, "iteration": 182859, "loss_box_reg": 0.2361914268694818, "loss_cls": 0.20213229930959642, "loss_mask": 0.25180314062163234, "loss_rpn_cls": 0.0426648021384608, "loss_rpn_loc": 0.07519728655461222, "loss_sem_seg": 0.3416981212794781, "lr": 0.02, "mask_rcnn/accuracy": 0.8802399231042279, "mask_rcnn/false_negative": 0.09771793041997748, "mask_rcnn/false_positive": 0.124667989152031, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5777460730023449, "total_loss": 1.1515154236112721} {"data_time": 0.012082262503099628, "eta_seconds": 49323.20897657319, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.32497502497502495, "fast_rcnn/fg_cls_accuracy": 0.6489838286713286, "iteration": 182879, "loss_box_reg": 0.23163372231647372, "loss_cls": 0.22789160534739494, "loss_mask": 0.2470291703939438, "loss_rpn_cls": 0.041955801454605535, "loss_rpn_loc": 0.07903257320867851, "loss_sem_seg": 0.3138346350751817, "lr": 0.02, "mask_rcnn/accuracy": 0.8912752112563775, "mask_rcnn/false_negative": 0.08325084510278127, "mask_rcnn/false_positive": 0.10476140376067672, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5744361085016862, "total_loss": 1.1575156973558478} {"data_time": 0.013833392498781905, "eta_seconds": 49325.156633653154, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.3990866365168041, "fast_rcnn/fg_cls_accuracy": 0.5873015873015873, "iteration": 182899, "loss_box_reg": 0.2274170289747417, "loss_cls": 0.2096816450357437, "loss_mask": 0.24768512090668082, "loss_rpn_cls": 0.04443522376823239, "loss_rpn_loc": 0.07980070658959448, "loss_sem_seg": 0.340069938916713, "lr": 0.02, "mask_rcnn/accuracy": 0.8878947932545731, "mask_rcnn/false_negative": 0.10871809100798355, "mask_rcnn/false_positive": 0.12997747028127554, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 234.25, "rpn/num_pos_anchors": 21.75, "time": 0.5704009815017343, "total_loss": 1.154371042677667} {"data_time": 0.012075327504135203, "eta_seconds": 49316.56322355683, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.4230182926829268, "fast_rcnn/fg_cls_accuracy": 0.5344217151848938, "iteration": 182919, "loss_box_reg": 0.23085084254853427, "loss_cls": 0.21101573016494513, "loss_mask": 0.24956955015659332, "loss_rpn_cls": 0.04225116828456521, "loss_rpn_loc": 0.06424998643342406, "loss_sem_seg": 0.31279906001873314, "lr": 0.02, "mask_rcnn/accuracy": 0.8924319727891157, "mask_rcnn/false_negative": 0.10605594311128795, "mask_rcnn/false_positive": 0.1301848302477299, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5691867269997601, "total_loss": 1.1351260500159697} {"data_time": 0.012933250502101146, "eta_seconds": 49296.33533757951, "fast_rcnn/cls_accuracy": 0.8984375, "fast_rcnn/false_negative": 0.4114541282454426, "fast_rcnn/fg_cls_accuracy": 0.5552097055199082, "iteration": 182939, "loss_box_reg": 0.25047716591507196, "loss_cls": 0.2393343225121498, "loss_mask": 0.25836713146418333, "loss_rpn_cls": 0.045706851276918314, "loss_rpn_loc": 0.08709724037908018, "loss_sem_seg": 0.3088972019031644, "lr": 0.02, "mask_rcnn/accuracy": 0.8713222266164918, "mask_rcnn/false_negative": 0.10624698197302221, "mask_rcnn/false_positive": 0.13872102501180372, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5609534395043738, "total_loss": 1.1901294714189135} {"data_time": 0.01331633300287649, "eta_seconds": 49324.009725374985, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.333194119612429, "fast_rcnn/fg_cls_accuracy": 0.666805880387571, "iteration": 182959, "loss_box_reg": 0.2348692207597196, "loss_cls": 0.21473610075190663, "loss_mask": 0.24273086292669177, "loss_rpn_cls": 0.04891040036454797, "loss_rpn_loc": 0.08465132198762149, "loss_sem_seg": 0.3004437009803951, "lr": 0.02, "mask_rcnn/accuracy": 0.8904662730047377, "mask_rcnn/false_negative": 0.09271379623122394, "mask_rcnn/false_positive": 0.11839887859412271, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5772885280021001, "total_loss": 1.1795860824058764} {"data_time": 0.01190740449965233, "eta_seconds": 49281.72401830035, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.3500506329113924, "fast_rcnn/fg_cls_accuracy": 0.614247632688788, "iteration": 182979, "loss_box_reg": 0.22659680410288274, "loss_cls": 0.2109694853425026, "loss_mask": 0.24928788049146533, "loss_rpn_cls": 0.042067502974532545, "loss_rpn_loc": 0.07967189612099901, "loss_sem_seg": 0.30940740718506277, "lr": 0.02, "mask_rcnn/accuracy": 0.8860348705544394, "mask_rcnn/false_negative": 0.09799367218180208, "mask_rcnn/false_positive": 0.13151607494518824, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5559690865047742, "total_loss": 1.13961525214836} {"data_time": 0.013382687007833738, "eta_seconds": 49268.52679400303, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.2969061291456697, "fast_rcnn/fg_cls_accuracy": 0.6967128537735849, "iteration": 182999, "loss_box_reg": 0.23170420387759805, "loss_cls": 0.20606162655167282, "loss_mask": 0.25193050131201744, "loss_rpn_cls": 0.04537552181864157, "loss_rpn_loc": 0.07880181149812415, "loss_sem_seg": 0.31973132444545627, "lr": 0.02, "mask_rcnn/accuracy": 0.9028772150972514, "mask_rcnn/false_negative": 0.08741163443357705, "mask_rcnn/false_positive": 0.10445796718251808, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.5725112805012031, "total_loss": 1.1688381699495949} {"data_time": 0.012855689499701839, "eta_seconds": 49259.07122230017, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.3251150086256469, "fast_rcnn/fg_cls_accuracy": 0.6144795638092895, "iteration": 183019, "loss_box_reg": 0.23307257890701294, "loss_cls": 0.21238441951572895, "loss_mask": 0.26221687719225883, "loss_rpn_cls": 0.039874337846413255, "loss_rpn_loc": 0.08769903780194, "loss_sem_seg": 0.29202763398643583, "lr": 0.02, "mask_rcnn/accuracy": 0.8904384636959899, "mask_rcnn/false_negative": 0.09324581124789758, "mask_rcnn/false_positive": 0.13935507808064623, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.571668257995043, "total_loss": 1.2371416479581967} {"data_time": 0.012032171005557757, "eta_seconds": 49232.62561049323, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.3617467581998475, "fast_rcnn/fg_cls_accuracy": 0.6273836765827612, "iteration": 183039, "loss_box_reg": 0.2407853682525456, "loss_cls": 0.22744670370593667, "loss_mask": 0.25646680453792214, "loss_rpn_cls": 0.04394586314447224, "loss_rpn_loc": 0.08081978940754198, "loss_sem_seg": 0.3085133172571659, "lr": 0.02, "mask_rcnn/accuracy": 0.8846103274913861, "mask_rcnn/false_negative": 0.09774614037042398, "mask_rcnn/false_positive": 0.14312095698919158, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5650229655002477, "total_loss": 1.1544210538559128} {"data_time": 0.012680121501034591, "eta_seconds": 49223.1296678008, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.28165584415584416, "fast_rcnn/fg_cls_accuracy": 0.6927447552447552, "iteration": 183059, "loss_box_reg": 0.22089083027094603, "loss_cls": 0.22035148227587342, "loss_mask": 0.25005780439823866, "loss_rpn_cls": 0.0448236096999608, "loss_rpn_loc": 0.0817161945742555, "loss_sem_seg": 0.3276583035476506, "lr": 0.02, "mask_rcnn/accuracy": 0.9037171181924546, "mask_rcnn/false_negative": 0.09367950310019925, "mask_rcnn/false_positive": 0.0895828875030299, "roi_head/num_bg_samples": 461.25, "roi_head/num_fg_samples": 50.75, "rpn/num_neg_anchors": 240.5, "rpn/num_pos_anchors": 15.5, "time": 0.5644615604978753, "total_loss": 1.1813181905599777} {"data_time": 0.011436407992732711, "eta_seconds": 49217.0634828195, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.3090277777777778, "fast_rcnn/fg_cls_accuracy": 0.6377736463903743, "iteration": 183079, "loss_box_reg": 0.23037082748487592, "loss_cls": 0.22184246359393, "loss_mask": 0.24821976013481617, "loss_rpn_cls": 0.037772825759020634, "loss_rpn_loc": 0.0663035060861148, "loss_sem_seg": 0.3259210060350597, "lr": 0.02, "mask_rcnn/accuracy": 0.8874719120740084, "mask_rcnn/false_negative": 0.10424675721258873, "mask_rcnn/false_positive": 0.12458348041312023, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 235.5, "rpn/num_pos_anchors": 20.5, "time": 0.569683615998656, "total_loss": 1.1379541586484265} {"data_time": 0.012835263500164729, "eta_seconds": 49205.7389321395, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.2982558139534884, "fast_rcnn/fg_cls_accuracy": 0.6646312960149585, "iteration": 183099, "loss_box_reg": 0.22039535362273455, "loss_cls": 0.2106328997761011, "loss_mask": 0.255240045953542, "loss_rpn_cls": 0.038241767324507236, "loss_rpn_loc": 0.06801145049394108, "loss_sem_seg": 0.28494180040434003, "lr": 0.02, "mask_rcnn/accuracy": 0.8899667245980658, "mask_rcnn/false_negative": 0.09976449914340549, "mask_rcnn/false_positive": 0.12744074052035828, "roi_head/num_bg_samples": 428.0, "roi_head/num_fg_samples": 84.0, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.566532892997202, "total_loss": 1.0787729588482762} {"data_time": 0.012293043502722867, "eta_seconds": 49189.15964468089, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.30965045592705165, "fast_rcnn/fg_cls_accuracy": 0.6469428007889546, "iteration": 183119, "loss_box_reg": 0.20637911092489958, "loss_cls": 0.19344035466201603, "loss_mask": 0.24405304621905088, "loss_rpn_cls": 0.03983916764263995, "loss_rpn_loc": 0.06975117753609084, "loss_sem_seg": 0.3291522031649947, "lr": 0.02, "mask_rcnn/accuracy": 0.8899420140396584, "mask_rcnn/false_negative": 0.11413133506236198, "mask_rcnn/false_positive": 0.10764347246192925, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5561002940012258, "total_loss": 1.106029599061003} {"data_time": 0.012965688503754791, "eta_seconds": 49176.01100669326, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.28861386138613865, "fast_rcnn/fg_cls_accuracy": 0.668220495745468, "iteration": 183139, "loss_box_reg": 0.2176794013939798, "loss_cls": 0.20869931299239397, "loss_mask": 0.2536806119605899, "loss_rpn_cls": 0.046937837585574016, "loss_rpn_loc": 0.06802013688138686, "loss_sem_seg": 0.30939355539157987, "lr": 0.02, "mask_rcnn/accuracy": 0.895535326806779, "mask_rcnn/false_negative": 0.08191470598864047, "mask_rcnn/false_positive": 0.1148352967385406, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.5686189139960334, "total_loss": 1.1410068218538072} {"data_time": 0.012073080499249045, "eta_seconds": 49161.407146808015, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.35659481183777864, "fast_rcnn/fg_cls_accuracy": 0.6142857142857143, "iteration": 183159, "loss_box_reg": 0.21985431318171322, "loss_cls": 0.21210283122491091, "loss_mask": 0.26008568797260523, "loss_rpn_cls": 0.037550619716057554, "loss_rpn_loc": 0.076788725273218, "loss_sem_seg": 0.33446567552164197, "lr": 0.02, "mask_rcnn/accuracy": 0.8969642282750421, "mask_rcnn/false_negative": 0.07798044377966472, "mask_rcnn/false_positive": 0.14863345619271726, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5692498380012694, "total_loss": 1.174554778408492} {"data_time": 0.012346390998573042, "eta_seconds": 49150.08498166786, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.3611111111111111, "fast_rcnn/fg_cls_accuracy": 0.6315104166666667, "iteration": 183179, "loss_box_reg": 0.23800645908340812, "loss_cls": 0.22612733650021255, "loss_mask": 0.2714102459140122, "loss_rpn_cls": 0.046063318266533315, "loss_rpn_loc": 0.08266313769854605, "loss_sem_seg": 0.29747638292610645, "lr": 0.02, "mask_rcnn/accuracy": 0.8763827517614189, "mask_rcnn/false_negative": 0.10047819348898128, "mask_rcnn/false_positive": 0.15058629772388948, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.5576184034944163, "total_loss": 1.1782651717076078} {"data_time": 0.012486609499319457, "eta_seconds": 49138.762816527706, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.33800252844500633, "fast_rcnn/fg_cls_accuracy": 0.5908491508491509, "iteration": 183199, "loss_box_reg": 0.21562902117148042, "loss_cls": 0.19598667649552226, "loss_mask": 0.2546490142121911, "loss_rpn_cls": 0.03643835469119949, "loss_rpn_loc": 0.06685168558033183, "loss_sem_seg": 0.30601330380886793, "lr": 0.02, "mask_rcnn/accuracy": 0.8675004181110504, "mask_rcnn/false_negative": 0.10774700954091365, "mask_rcnn/false_positive": 0.14791865633169582, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.5623006135065225, "total_loss": 1.1423183023871388} {"data_time": 0.012320571491727605, "eta_seconds": 49167.409636826385, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.36502463054187195, "fast_rcnn/fg_cls_accuracy": 0.5978876306620209, "iteration": 183219, "loss_box_reg": 0.2341387765482068, "loss_cls": 0.2196733350865543, "loss_mask": 0.25328741129487753, "loss_rpn_cls": 0.04127581827924587, "loss_rpn_loc": 0.07658553449437022, "loss_sem_seg": 0.30915540968999267, "lr": 0.02, "mask_rcnn/accuracy": 0.8816174853481378, "mask_rcnn/false_negative": 0.0956750217211588, "mask_rcnn/false_positive": 0.1535032588454376, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5769519474997651, "total_loss": 1.1411626635235734} {"data_time": 0.013091867498587817, "eta_seconds": 49150.30687506542, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3271144278606965, "fast_rcnn/fg_cls_accuracy": 0.6204862782859895, "iteration": 183239, "loss_box_reg": 0.23210740298964083, "loss_cls": 0.21930730808526278, "loss_mask": 0.2558132167905569, "loss_rpn_cls": 0.04560818924801424, "loss_rpn_loc": 0.07330068724695593, "loss_sem_seg": 0.31651519797742367, "lr": 0.02, "mask_rcnn/accuracy": 0.8901419188365001, "mask_rcnn/false_negative": 0.10086263873101226, "mask_rcnn/false_positive": 0.11703160671725937, "roi_head/num_bg_samples": 430.0, "roi_head/num_fg_samples": 82.0, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5609315745023196, "total_loss": 1.1746843073051423} {"data_time": 0.012869176003732719, "eta_seconds": 49138.9768288753, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.35968958196061207, "fast_rcnn/fg_cls_accuracy": 0.5709706959706959, "iteration": 183259, "loss_box_reg": 0.21403155766893178, "loss_cls": 0.1863843232858926, "loss_mask": 0.24873694870620966, "loss_rpn_cls": 0.04401993533974746, "loss_rpn_loc": 0.06668672632076778, "loss_sem_seg": 0.30146016320213675, "lr": 0.02, "mask_rcnn/accuracy": 0.8932976296108506, "mask_rcnn/false_negative": 0.09664033901229012, "mask_rcnn/false_positive": 0.12190037023469324, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.5688365925016114, "total_loss": 1.054192221723497} {"data_time": 0.01234277799812844, "eta_seconds": 49124.635265763674, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.34624413145539906, "fast_rcnn/fg_cls_accuracy": 0.605630513751946, "iteration": 183279, "loss_box_reg": 0.2381912542041391, "loss_cls": 0.23374733375385404, "loss_mask": 0.25724802911281586, "loss_rpn_cls": 0.044357962149661034, "loss_rpn_loc": 0.08093009825097397, "loss_sem_seg": 0.2822566970717162, "lr": 0.02, "mask_rcnn/accuracy": 0.8967197758970391, "mask_rcnn/false_negative": 0.09429653152024153, "mask_rcnn/false_positive": 0.11980739234655732, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5646698095006286, "total_loss": 1.137774698989233} {"data_time": 0.012507489496783819, "eta_seconds": 49119.55176758819, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.34019183168316836, "fast_rcnn/fg_cls_accuracy": 0.6507056451612903, "iteration": 183299, "loss_box_reg": 0.2454324581194669, "loss_cls": 0.20331536256708205, "loss_mask": 0.25736182229593396, "loss_rpn_cls": 0.044700728612951934, "loss_rpn_loc": 0.08103469561319798, "loss_sem_seg": 0.3187318528071046, "lr": 0.02, "mask_rcnn/accuracy": 0.8948919653500399, "mask_rcnn/false_negative": 0.10729673346054872, "mask_rcnn/false_positive": 0.09904134399981332, "roi_head/num_bg_samples": 461.25, "roi_head/num_fg_samples": 50.75, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5617822819986031, "total_loss": 1.1435688892670441} {"data_time": 0.012611373495019507, "eta_seconds": 49104.986690304926, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3272705516333613, "fast_rcnn/fg_cls_accuracy": 0.626975409255191, "iteration": 183319, "loss_box_reg": 0.24009123351424932, "loss_cls": 0.21903155953623354, "loss_mask": 0.2519717365503311, "loss_rpn_cls": 0.03835757146589458, "loss_rpn_loc": 0.07968878904648591, "loss_sem_seg": 0.3259734786115587, "lr": 0.02, "mask_rcnn/accuracy": 0.8778993251367283, "mask_rcnn/false_negative": 0.09952560285408363, "mask_rcnn/false_positive": 0.13456936291101196, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.565237362505286, "total_loss": 1.1708700369490543} {"data_time": 0.012053685000864789, "eta_seconds": 49096.128215864424, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.3358974358974359, "fast_rcnn/fg_cls_accuracy": 0.6106091832822086, "iteration": 183339, "loss_box_reg": 0.23289813031442463, "loss_cls": 0.200703457579948, "loss_mask": 0.25950793363153934, "loss_rpn_cls": 0.040746566402958706, "loss_rpn_loc": 0.0760031133540906, "loss_sem_seg": 0.33963135932572186, "lr": 0.02, "mask_rcnn/accuracy": 0.8809243098280979, "mask_rcnn/false_negative": 0.1068342960561608, "mask_rcnn/false_positive": 0.13800201815852114, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.5661182105031912, "total_loss": 1.132289440385648} {"data_time": 0.01204405449971091, "eta_seconds": 49048.18549540647, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.374113475177305, "fast_rcnn/fg_cls_accuracy": 0.539480657127716, "iteration": 183359, "loss_box_reg": 0.23400052590295672, "loss_cls": 0.21078447811305523, "loss_mask": 0.254100582562387, "loss_rpn_cls": 0.039826428110245615, "loss_rpn_loc": 0.07764038542518392, "loss_sem_seg": 0.2843736980576068, "lr": 0.02, "mask_rcnn/accuracy": 0.8947494955428981, "mask_rcnn/false_negative": 0.09814192631711643, "mask_rcnn/false_positive": 0.13094469788480406, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5575526280008489, "total_loss": 1.093918391976331} {"data_time": 0.012524069999926724, "eta_seconds": 49026.984810662565, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.38086701434159065, "fast_rcnn/fg_cls_accuracy": 0.5642688679245282, "iteration": 183379, "loss_box_reg": 0.19792463001795113, "loss_cls": 0.18320474680513144, "loss_mask": 0.2492852583527565, "loss_rpn_cls": 0.04085350930108689, "loss_rpn_loc": 0.08133113023359329, "loss_sem_seg": 0.32205440080724657, "lr": 0.02, "mask_rcnn/accuracy": 0.8787279672986983, "mask_rcnn/false_negative": 0.10243835775602367, "mask_rcnn/false_positive": 0.12933284070963486, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.5612200100003975, "total_loss": 1.0639902679395163} {"data_time": 0.01296266149438452, "eta_seconds": 49027.30366831203, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.3544186046511628, "fast_rcnn/fg_cls_accuracy": 0.6184227621151097, "iteration": 183399, "loss_box_reg": 0.21501573733985424, "loss_cls": 0.20033670053817332, "loss_mask": 0.24968055449426174, "loss_rpn_cls": 0.045170139463152736, "loss_rpn_loc": 0.074657620236394, "loss_sem_seg": 0.3047478129155934, "lr": 0.02, "mask_rcnn/accuracy": 0.8947035237019709, "mask_rcnn/false_negative": 0.09945980504828485, "mask_rcnn/false_positive": 0.11367011646210334, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.569034409505548, "total_loss": 1.1052525677514495} {"data_time": 0.012727190493023954, "eta_seconds": 49015.98109613196, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.33191650347160406, "fast_rcnn/fg_cls_accuracy": 0.6369606003752346, "iteration": 183419, "loss_box_reg": 0.21544451778754592, "loss_cls": 0.19774164480622858, "loss_mask": 0.24893274856731296, "loss_rpn_cls": 0.034294147859327495, "loss_rpn_loc": 0.07505698522436433, "loss_sem_seg": 0.32375814858824015, "lr": 0.02, "mask_rcnn/accuracy": 0.8927995893479344, "mask_rcnn/false_negative": 0.08459062343572424, "mask_rcnn/false_positive": 0.1295418090119005, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5579011845038622, "total_loss": 1.108558779465966} {"data_time": 0.012140521495894063, "eta_seconds": 49025.69951183832, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.3649553571428571, "fast_rcnn/fg_cls_accuracy": 0.5920341705607477, "iteration": 183439, "loss_box_reg": 0.21968191768974066, "loss_cls": 0.21284817694686353, "loss_mask": 0.23565608728677034, "loss_rpn_cls": 0.03983459988376126, "loss_rpn_loc": 0.06891530373832211, "loss_sem_seg": 0.3355022403411567, "lr": 0.02, "mask_rcnn/accuracy": 0.9090637246787271, "mask_rcnn/false_negative": 0.08328963549592126, "mask_rcnn/false_positive": 0.11220450473250072, "roi_head/num_bg_samples": 458.75, "roi_head/num_fg_samples": 53.25, "rpn/num_neg_anchors": 237.25, "rpn/num_pos_anchors": 18.75, "time": 0.5713322055016761, "total_loss": 1.0924315435258904} {"data_time": 0.012013111503620166, "eta_seconds": 49022.6711008228, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.3157835144927536, "fast_rcnn/fg_cls_accuracy": 0.6512422360248447, "iteration": 183459, "loss_box_reg": 0.2320825643837452, "loss_cls": 0.20314512366894633, "loss_mask": 0.2538378480821848, "loss_rpn_cls": 0.03976416555815376, "loss_rpn_loc": 0.0678707291954197, "loss_sem_seg": 0.3447830039076507, "lr": 0.02, "mask_rcnn/accuracy": 0.8825828744196091, "mask_rcnn/false_negative": 0.0955857218435755, "mask_rcnn/false_positive": 0.11112101764116353, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5665236964996438, "total_loss": 1.1149558552351664} {"data_time": 0.013089707506878767, "eta_seconds": 48982.01337959175, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.24935383820108556, "fast_rcnn/fg_cls_accuracy": 0.6797791317593298, "iteration": 183479, "loss_box_reg": 0.2063414785079658, "loss_cls": 0.1967770573683083, "loss_mask": 0.24056224804371595, "loss_rpn_cls": 0.035907912242691964, "loss_rpn_loc": 0.06641783815575764, "loss_sem_seg": 0.3194105797447264, "lr": 0.02, "mask_rcnn/accuracy": 0.891516143232399, "mask_rcnn/false_negative": 0.09201840450270632, "mask_rcnn/false_positive": 0.1312849421120798, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.561679523998464, "total_loss": 1.07429565343773} {"data_time": 0.01227307750377804, "eta_seconds": 48960.47672566922, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.36548731642189586, "fast_rcnn/fg_cls_accuracy": 0.614408615460791, "iteration": 183499, "loss_box_reg": 0.24536609835922718, "loss_cls": 0.21315039624460042, "loss_mask": 0.2635098397731781, "loss_rpn_cls": 0.042638389859348536, "loss_rpn_loc": 0.08850301743950695, "loss_sem_seg": 0.3233544882386923, "lr": 0.02, "mask_rcnn/accuracy": 0.8944254640089173, "mask_rcnn/false_negative": 0.09286115492424399, "mask_rcnn/false_positive": 0.10215662462886899, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5633097895042738, "total_loss": 1.203684349769901} {"data_time": 0.013263064000057057, "eta_seconds": 48938.71458285581, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.2836865515436944, "fast_rcnn/fg_cls_accuracy": 0.614791547687036, "iteration": 183519, "loss_box_reg": 0.21758535550907254, "loss_cls": 0.2079662960022688, "loss_mask": 0.258643863722682, "loss_rpn_cls": 0.046411462310061324, "loss_rpn_loc": 0.07905862416373566, "loss_sem_seg": 0.3354098601266742, "lr": 0.02, "mask_rcnn/accuracy": 0.8991643217219674, "mask_rcnn/false_negative": 0.10108905011556124, "mask_rcnn/false_positive": 0.10104437351175222, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5597688515044865, "total_loss": 1.1253230395668652} {"data_time": 0.012243206496350467, "eta_seconds": 48891.92585908252, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.32157258064516125, "fast_rcnn/fg_cls_accuracy": 0.5347330801876257, "iteration": 183539, "loss_box_reg": 0.22395596373826265, "loss_cls": 0.2097270938102156, "loss_mask": 0.2554174242541194, "loss_rpn_cls": 0.04878091433783993, "loss_rpn_loc": 0.09308171592419967, "loss_sem_seg": 0.30099240504205227, "lr": 0.02, "mask_rcnn/accuracy": 0.8884364487828964, "mask_rcnn/false_negative": 0.08376428001935798, "mask_rcnn/false_positive": 0.14142655850546082, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.546465523999359, "total_loss": 1.169589432014618} {"data_time": 0.012812633503926918, "eta_seconds": 48907.35731049762, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.26712749615975423, "fast_rcnn/fg_cls_accuracy": 0.6856472166331321, "iteration": 183559, "loss_box_reg": 0.22492397553287446, "loss_cls": 0.19994461070746183, "loss_mask": 0.24303462076932192, "loss_rpn_cls": 0.03798632713733241, "loss_rpn_loc": 0.06762881868053228, "loss_sem_seg": 0.3161489521153271, "lr": 0.02, "mask_rcnn/accuracy": 0.908947373592294, "mask_rcnn/false_negative": 0.08536291993508455, "mask_rcnn/false_positive": 0.10030074183476492, "roi_head/num_bg_samples": 457.5, "roi_head/num_fg_samples": 54.5, "rpn/num_neg_anchors": 235.75, "rpn/num_pos_anchors": 20.25, "time": 0.5674511025063111, "total_loss": 1.1045350106433034} {"data_time": 0.012258308001037221, "eta_seconds": 48891.66534595735, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.3703487239431132, "fast_rcnn/fg_cls_accuracy": 0.5731053964543151, "iteration": 183579, "loss_box_reg": 0.23842119192704558, "loss_cls": 0.2039112150669098, "loss_mask": 0.2534632864408195, "loss_rpn_cls": 0.05351270217215642, "loss_rpn_loc": 0.08046513023145963, "loss_sem_seg": 0.2991851828992367, "lr": 0.02, "mask_rcnn/accuracy": 0.88960955844602, "mask_rcnn/false_negative": 0.09752971037954739, "mask_rcnn/false_positive": 0.12674011075457112, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.5592532009977731, "total_loss": 1.14071066667384} {"data_time": 0.012139468002715148, "eta_seconds": 48876.09580724511, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.34672830725462306, "fast_rcnn/fg_cls_accuracy": 0.6285403050108933, "iteration": 183599, "loss_box_reg": 0.224534940905869, "loss_cls": 0.2119152806699276, "loss_mask": 0.2531561660580337, "loss_rpn_cls": 0.05330217763548717, "loss_rpn_loc": 0.0801816946186591, "loss_sem_seg": 0.3311067586764693, "lr": 0.02, "mask_rcnn/accuracy": 0.9048224234434628, "mask_rcnn/false_negative": 0.09148492698043748, "mask_rcnn/false_positive": 0.10879567158801384, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5603244724989054, "total_loss": 1.1607403941452503} {"data_time": 0.012991893003345467, "eta_seconds": 48865.76197624913, "fast_rcnn/cls_accuracy": 0.95947265625, "fast_rcnn/false_negative": 0.2674718196457327, "fast_rcnn/fg_cls_accuracy": 0.7109521188772703, "iteration": 183619, "loss_box_reg": 0.24454849772155285, "loss_cls": 0.21430688921827823, "loss_mask": 0.24786778958514333, "loss_rpn_cls": 0.041754792095161974, "loss_rpn_loc": 0.07194438338046893, "loss_sem_seg": 0.2952906652353704, "lr": 0.02, "mask_rcnn/accuracy": 0.8939036307064683, "mask_rcnn/false_negative": 0.08191556057441682, "mask_rcnn/false_positive": 0.11596108088562163, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.569687213494035, "total_loss": 1.1271786886209156} {"data_time": 0.012288908495975193, "eta_seconds": 48835.37790583298, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.30957394381972136, "fast_rcnn/fg_cls_accuracy": 0.642709471056327, "iteration": 183639, "loss_box_reg": 0.21695909602567554, "loss_cls": 0.2000387143343687, "loss_mask": 0.2521340558305383, "loss_rpn_cls": 0.042257676177541725, "loss_rpn_loc": 0.07240205132984556, "loss_sem_seg": 0.29859868506900966, "lr": 0.02, "mask_rcnn/accuracy": 0.8843906669367498, "mask_rcnn/false_negative": 0.0982495760954878, "mask_rcnn/false_positive": 0.11318821815573174, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5586455474985996, "total_loss": 1.1079543430823833} {"data_time": 0.011420861999795306, "eta_seconds": 48812.99516849007, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.28611203920258377, "fast_rcnn/fg_cls_accuracy": 0.6600859521890947, "iteration": 183659, "loss_box_reg": 0.23362469486892223, "loss_cls": 0.21715682744979858, "loss_mask": 0.24367620330303907, "loss_rpn_cls": 0.04013412783933745, "loss_rpn_loc": 0.06573008338455111, "loss_sem_seg": 0.30141115188598633, "lr": 0.02, "mask_rcnn/accuracy": 0.90546777348836, "mask_rcnn/false_negative": 0.07984095116429832, "mask_rcnn/false_positive": 0.09813866208655231, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5653121475043008, "total_loss": 1.1514891082188115} {"data_time": 0.011457608998171054, "eta_seconds": 48830.84068676526, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3428448932926829, "fast_rcnn/fg_cls_accuracy": 0.6112872183855995, "iteration": 183679, "loss_box_reg": 0.2519744927994907, "loss_cls": 0.21937064779922366, "loss_mask": 0.25725940708070993, "loss_rpn_cls": 0.044757017167285085, "loss_rpn_loc": 0.09527712845010683, "loss_sem_seg": 0.27908564172685146, "lr": 0.02, "mask_rcnn/accuracy": 0.8902560159827602, "mask_rcnn/false_negative": 0.09366693671722576, "mask_rcnn/false_positive": 0.12953404983269512, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.568552330500097, "total_loss": 1.1743775618379004} {"data_time": 0.01230011550069321, "eta_seconds": 48815.56094425736, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.3489104265695413, "fast_rcnn/fg_cls_accuracy": 0.6495830323724473, "iteration": 183699, "loss_box_reg": 0.24079811479896307, "loss_cls": 0.21365792211145163, "loss_mask": 0.2545083425939083, "loss_rpn_cls": 0.04068536078557372, "loss_rpn_loc": 0.08596435643266886, "loss_sem_seg": 0.3086935868486762, "lr": 0.02, "mask_rcnn/accuracy": 0.8815720942982457, "mask_rcnn/false_negative": 0.10355792726317276, "mask_rcnn/false_positive": 0.10862714705677902, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.5649497019985574, "total_loss": 1.1397723985719495} {"data_time": 0.013017142497119494, "eta_seconds": 48809.19194119947, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.3075974025974026, "fast_rcnn/fg_cls_accuracy": 0.6040814338593414, "iteration": 183719, "loss_box_reg": 0.21268474031239748, "loss_cls": 0.19446055078879, "loss_mask": 0.23957070615142584, "loss_rpn_cls": 0.034566609596367925, "loss_rpn_loc": 0.06583510839845985, "loss_sem_seg": 0.3195163793861866, "lr": 0.02, "mask_rcnn/accuracy": 0.8903347262931339, "mask_rcnn/false_negative": 0.08951936004070689, "mask_rcnn/false_positive": 0.11763262388319962, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.565394669501984, "total_loss": 1.0589103652891936} {"data_time": 0.01309991849848302, "eta_seconds": 48811.760736742785, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.38517179023508136, "fast_rcnn/fg_cls_accuracy": 0.5943897483981873, "iteration": 183739, "loss_box_reg": 0.22264739125967026, "loss_cls": 0.19512661057524383, "loss_mask": 0.24219451379030943, "loss_rpn_cls": 0.04018128279130906, "loss_rpn_loc": 0.0712397008901462, "loss_sem_seg": 0.3120755199342966, "lr": 0.02, "mask_rcnn/accuracy": 0.8801205738705739, "mask_rcnn/false_negative": 0.08440171270371269, "mask_rcnn/false_positive": 0.1483615504386842, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5778277055069339, "total_loss": 1.1346288624044973} {"data_time": 0.01159087149426341, "eta_seconds": 48806.03813659929, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.3312970437438639, "fast_rcnn/fg_cls_accuracy": 0.5621055794851246, "iteration": 183759, "loss_box_reg": 0.22718522464856505, "loss_cls": 0.2130370473023504, "loss_mask": 0.2630769181996584, "loss_rpn_cls": 0.040247096127131954, "loss_rpn_loc": 0.06733403517864645, "loss_sem_seg": 0.3491960274986923, "lr": 0.02, "mask_rcnn/accuracy": 0.884335344714809, "mask_rcnn/false_negative": 0.10823397587944167, "mask_rcnn/false_positive": 0.13051277406123088, "roi_head/num_bg_samples": 460.0, "roi_head/num_fg_samples": 52.0, "rpn/num_neg_anchors": 236.75, "rpn/num_pos_anchors": 19.25, "time": 0.5807225244934671, "total_loss": 1.1954095960245468} {"data_time": 0.012553977496281732, "eta_seconds": 48834.13028477896, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.30670903954802264, "fast_rcnn/fg_cls_accuracy": 0.6261094674556213, "iteration": 183779, "loss_box_reg": 0.25254847342148423, "loss_cls": 0.23215564532438293, "loss_mask": 0.2656002161093056, "loss_rpn_cls": 0.05329009360866621, "loss_rpn_loc": 0.0855919888272183, "loss_sem_seg": 0.298583772033453, "lr": 0.02, "mask_rcnn/accuracy": 0.8863434000034376, "mask_rcnn/false_negative": 0.10274510652480678, "mask_rcnn/false_positive": 0.1381477657934832, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.5728679024978192, "total_loss": 1.2003708981210366} {"data_time": 0.011913086505956016, "eta_seconds": 48789.55010941171, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.368843537414966, "fast_rcnn/fg_cls_accuracy": 0.6254421768707483, "iteration": 183799, "loss_box_reg": 0.23487655352801085, "loss_cls": 0.22219656594097614, "loss_mask": 0.27108695171773434, "loss_rpn_cls": 0.048302006762241945, "loss_rpn_loc": 0.0822983657126315, "loss_sem_seg": 0.34761842526495457, "lr": 0.02, "mask_rcnn/accuracy": 0.8797021023769336, "mask_rcnn/false_negative": 0.08655220252496656, "mask_rcnn/false_positive": 0.13286986190380967, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5612290685094194, "total_loss": 1.1980376444989815} {"data_time": 0.012784720500349067, "eta_seconds": 48771.53467126408, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3527608245048365, "fast_rcnn/fg_cls_accuracy": 0.6043447293447293, "iteration": 183819, "loss_box_reg": 0.227558602578938, "loss_cls": 0.21889429725706577, "loss_mask": 0.2577694356441498, "loss_rpn_cls": 0.04488251497969031, "loss_rpn_loc": 0.08000595238991082, "loss_sem_seg": 0.3289543935097754, "lr": 0.02, "mask_rcnn/accuracy": 0.8864806820163964, "mask_rcnn/false_negative": 0.09898299554040335, "mask_rcnn/false_positive": 0.12276402853146054, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5650308924959973, "total_loss": 1.2124738440616056} {"data_time": 0.012957304497831501, "eta_seconds": 48760.21627517416, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.27864090204854536, "fast_rcnn/fg_cls_accuracy": 0.6416541514696417, "iteration": 183839, "loss_box_reg": 0.22296550311148167, "loss_cls": 0.22149237152189016, "loss_mask": 0.2596559124067426, "loss_rpn_cls": 0.04382477363105863, "loss_rpn_loc": 0.07233999815071002, "loss_sem_seg": 0.34080716501921415, "lr": 0.02, "mask_rcnn/accuracy": 0.9071336917182808, "mask_rcnn/false_negative": 0.08967944788829701, "mask_rcnn/false_positive": 0.08747060798656064, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 235.0, "rpn/num_pos_anchors": 21.0, "time": 0.5687908284962759, "total_loss": 1.1757683553732932} {"data_time": 0.011918174997845199, "eta_seconds": 48737.620643948765, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.4513136288998358, "fast_rcnn/fg_cls_accuracy": 0.48225108225108226, "iteration": 183859, "loss_box_reg": 0.23060705477837473, "loss_cls": 0.21235584281384945, "loss_mask": 0.2566907424479723, "loss_rpn_cls": 0.04636666908481857, "loss_rpn_loc": 0.07301730022300035, "loss_sem_seg": 0.32495763804763556, "lr": 0.02, "mask_rcnn/accuracy": 0.8849076567910734, "mask_rcnn/false_negative": 0.09873607470357326, "mask_rcnn/false_positive": 0.13958649875587503, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5692130105016986, "total_loss": 1.1751695281127468} {"data_time": 0.012743502506054938, "eta_seconds": 48717.70288556563, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.3650210084033614, "fast_rcnn/fg_cls_accuracy": 0.5895358143257303, "iteration": 183879, "loss_box_reg": 0.2261764295399189, "loss_cls": 0.2130436112638563, "loss_mask": 0.26015954185277224, "loss_rpn_cls": 0.05063831264851615, "loss_rpn_loc": 0.09177285686018877, "loss_sem_seg": 0.3784005497582257, "lr": 0.02, "mask_rcnn/accuracy": 0.8889923867274182, "mask_rcnn/false_negative": 0.0843882470236487, "mask_rcnn/false_positive": 0.12431050592927158, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5554046465040301, "total_loss": 1.2289787082117982} {"data_time": 0.012303809002332855, "eta_seconds": 48702.43233405758, "fast_rcnn/cls_accuracy": 0.9072265625, "fast_rcnn/false_negative": 0.3987030411449016, "fast_rcnn/fg_cls_accuracy": 0.547765617875057, "iteration": 183899, "loss_box_reg": 0.2232920345850289, "loss_cls": 0.20902135432697833, "loss_mask": 0.25844139978289604, "loss_rpn_cls": 0.0454937698377762, "loss_rpn_loc": 0.0803935099975206, "loss_sem_seg": 0.3348543157335371, "lr": 0.02, "mask_rcnn/accuracy": 0.8869968655592295, "mask_rcnn/false_negative": 0.08297436822095607, "mask_rcnn/false_positive": 0.12439960525189928, "roi_head/num_bg_samples": 430.5, "roi_head/num_fg_samples": 81.5, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.5664316579932347, "total_loss": 1.176043307321379} {"data_time": 0.012468817505578045, "eta_seconds": 48661.621752407314, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.33848110465116277, "fast_rcnn/fg_cls_accuracy": 0.6281880769832577, "iteration": 183919, "loss_box_reg": 0.21657213242724538, "loss_cls": 0.20410762284882367, "loss_mask": 0.2514393785968423, "loss_rpn_cls": 0.04394244885770604, "loss_rpn_loc": 0.07076369290007278, "loss_sem_seg": 0.3663659740705043, "lr": 0.02, "mask_rcnn/accuracy": 0.8877959055890116, "mask_rcnn/false_negative": 0.09549714788818359, "mask_rcnn/false_positive": 0.12732283022762986, "roi_head/num_bg_samples": 466.5, "roi_head/num_fg_samples": 45.5, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.567504545491829, "total_loss": 1.1380894742906094} {"data_time": 0.013368602500122506, "eta_seconds": 48674.86034173534, "fast_rcnn/cls_accuracy": 0.91162109375, "fast_rcnn/false_negative": 0.3838661338661339, "fast_rcnn/fg_cls_accuracy": 0.5473906827117836, "iteration": 183939, "loss_box_reg": 0.21167278569191694, "loss_cls": 0.2134112890344113, "loss_mask": 0.25401388481259346, "loss_rpn_cls": 0.04684736262424849, "loss_rpn_loc": 0.07918000977952033, "loss_sem_seg": 0.352849452290684, "lr": 0.02, "mask_rcnn/accuracy": 0.8946446793002916, "mask_rcnn/false_negative": 0.09819216270870332, "mask_rcnn/false_positive": 0.12010900445360972, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5570665740015102, "total_loss": 1.1933734627091326} {"data_time": 0.01321838550211396, "eta_seconds": 48624.730501753285, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.2956512141280353, "fast_rcnn/fg_cls_accuracy": 0.6806114398422091, "iteration": 183959, "loss_box_reg": 0.23638310306705534, "loss_cls": 0.20221800822764635, "loss_mask": 0.2712591513991356, "loss_rpn_cls": 0.046449891407974064, "loss_rpn_loc": 0.08174353814683855, "loss_sem_seg": 0.30409288918599486, "lr": 0.02, "mask_rcnn/accuracy": 0.8812726770223508, "mask_rcnn/false_negative": 0.10179025604189545, "mask_rcnn/false_positive": 0.11919055211692665, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5642394715032424, "total_loss": 1.1652136546908878} {"data_time": 0.012671889002376702, "eta_seconds": 48613.42781338338, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.3888721955128205, "fast_rcnn/fg_cls_accuracy": 0.5988165680473373, "iteration": 183979, "loss_box_reg": 0.22940625925548375, "loss_cls": 0.2090555103495717, "loss_mask": 0.25340084452182055, "loss_rpn_cls": 0.04285579259158112, "loss_rpn_loc": 0.0754153071611654, "loss_sem_seg": 0.3309855991974473, "lr": 0.02, "mask_rcnn/accuracy": 0.8953221468304908, "mask_rcnn/false_negative": 0.09288337516090477, "mask_rcnn/false_positive": 0.13128103168237387, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5499987755028997, "total_loss": 1.1437413922685664} {"data_time": 0.013629968001623638, "eta_seconds": 48589.29885047304, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.3199299012829995, "fast_rcnn/fg_cls_accuracy": 0.6581258053882346, "iteration": 183999, "loss_box_reg": 0.20471270428970456, "loss_cls": 0.18398832390084863, "loss_mask": 0.2514788042753935, "loss_rpn_cls": 0.04172290285350755, "loss_rpn_loc": 0.06477248470764607, "loss_sem_seg": 0.3312628101557493, "lr": 0.02, "mask_rcnn/accuracy": 0.8893640198563827, "mask_rcnn/false_negative": 0.10564593920357841, "mask_rcnn/false_positive": 0.1167539671941939, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5584878279987606, "total_loss": 1.0819935777690262} {"data_time": 0.012434840005880687, "eta_seconds": 48567.81271799425, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.33285789355153517, "fast_rcnn/fg_cls_accuracy": 0.6530091805508331, "iteration": 184019, "loss_box_reg": 0.21852552564814687, "loss_cls": 0.20327850827015936, "loss_mask": 0.2545656058937311, "loss_rpn_cls": 0.04649744449488935, "loss_rpn_loc": 0.07987467525526881, "loss_sem_seg": 0.30914777237921953, "lr": 0.02, "mask_rcnn/accuracy": 0.8931078383734445, "mask_rcnn/false_negative": 0.0861587758512343, "mask_rcnn/false_positive": 0.11503040295792724, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5641845050049596, "total_loss": 1.152642115339404} {"data_time": 0.012934672493429389, "eta_seconds": 48512.97978860787, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.32976973684210525, "fast_rcnn/fg_cls_accuracy": 0.6237028864503817, "iteration": 184039, "loss_box_reg": 0.24091492244042456, "loss_cls": 0.21719785884488374, "loss_mask": 0.25934810005128384, "loss_rpn_cls": 0.041314341287943535, "loss_rpn_loc": 0.08729567239060998, "loss_sem_seg": 0.2850688495673239, "lr": 0.02, "mask_rcnn/accuracy": 0.8977932764321294, "mask_rcnn/false_negative": 0.07980362960453602, "mask_rcnn/false_positive": 0.10192705013433798, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.560592756002734, "total_loss": 1.152898033382371} {"data_time": 0.011400895498809405, "eta_seconds": 48535.63253050969, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.31882352941176473, "fast_rcnn/fg_cls_accuracy": 0.6602941176470588, "iteration": 184059, "loss_box_reg": 0.2322411104105413, "loss_cls": 0.19643547147279605, "loss_mask": 0.2600271925330162, "loss_rpn_cls": 0.04698531952453777, "loss_rpn_loc": 0.07171022047987208, "loss_sem_seg": 0.30544236209243536, "lr": 0.02, "mask_rcnn/accuracy": 0.8928571428571428, "mask_rcnn/false_negative": 0.10427605193379577, "mask_rcnn/false_positive": 0.11377366403731146, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5693120440046187, "total_loss": 1.1546254555869382} {"data_time": 0.012253836001036689, "eta_seconds": 48473.56322636673, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.38258918025041344, "fast_rcnn/fg_cls_accuracy": 0.5658567774936061, "iteration": 184079, "loss_box_reg": 0.20904030837118626, "loss_cls": 0.18660731776617467, "loss_mask": 0.24313396029174328, "loss_rpn_cls": 0.04199476929352386, "loss_rpn_loc": 0.06409185251686722, "loss_sem_seg": 0.32763365376740694, "lr": 0.02, "mask_rcnn/accuracy": 0.8882386867790595, "mask_rcnn/false_negative": 0.08824018764570626, "mask_rcnn/false_positive": 0.13274247530845312, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.5582778735042666, "total_loss": 1.083357445531874} {"data_time": 0.012438167505024467, "eta_seconds": 48462.27993980666, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.37376945061924416, "fast_rcnn/fg_cls_accuracy": 0.5572875184890205, "iteration": 184099, "loss_box_reg": 0.2211830911692232, "loss_cls": 0.2060667045880109, "loss_mask": 0.24735615868121386, "loss_rpn_cls": 0.03997371034347452, "loss_rpn_loc": 0.05876085667841835, "loss_sem_seg": 0.35764718940481544, "lr": 0.02, "mask_rcnn/accuracy": 0.8969239071775499, "mask_rcnn/false_negative": 0.08892010636310257, "mask_rcnn/false_positive": 0.13105668941433657, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.566767077492841, "total_loss": 1.1178041210150695} {"data_time": 0.011674877496261615, "eta_seconds": 48479.15115012616, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3696078431372549, "fast_rcnn/fg_cls_accuracy": 0.6013810420590082, "iteration": 184119, "loss_box_reg": 0.2144776051864028, "loss_cls": 0.1906501881312579, "loss_mask": 0.24629368167370558, "loss_rpn_cls": 0.03763226828596089, "loss_rpn_loc": 0.08524585523991846, "loss_sem_seg": 0.3248507147654891, "lr": 0.02, "mask_rcnn/accuracy": 0.8776635654261704, "mask_rcnn/false_negative": 0.08786926770423548, "mask_rcnn/false_positive": 0.11043234000870919, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5672893529990688, "total_loss": 1.0824387528264197} {"data_time": 0.011965412501012906, "eta_seconds": 48447.486234038, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.31454075640122153, "fast_rcnn/fg_cls_accuracy": 0.6488476535301491, "iteration": 184139, "loss_box_reg": 0.2473375857807696, "loss_cls": 0.22758853482082486, "loss_mask": 0.2533935997635126, "loss_rpn_cls": 0.04850273547344841, "loss_rpn_loc": 0.07475077512208372, "loss_sem_seg": 0.3626194498501718, "lr": 0.02, "mask_rcnn/accuracy": 0.8927830601937745, "mask_rcnn/false_negative": 0.10125396410671432, "mask_rcnn/false_positive": 0.09654150869722083, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.563729310502822, "total_loss": 1.2043261320504826} {"data_time": 0.01200752400472993, "eta_seconds": 48418.75090591276, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.274294670846395, "fast_rcnn/fg_cls_accuracy": 0.6868967241810453, "iteration": 184159, "loss_box_reg": 0.22573569603264332, "loss_cls": 0.2014905323740095, "loss_mask": 0.25036688009276986, "loss_rpn_cls": 0.036474693537456915, "loss_rpn_loc": 0.06030521576758474, "loss_sem_seg": 0.3143453234806657, "lr": 0.02, "mask_rcnn/accuracy": 0.8987981218798871, "mask_rcnn/false_negative": 0.09546676594604132, "mask_rcnn/false_positive": 0.10764835814566333, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5575156010017963, "total_loss": 1.1562381919356994} {"data_time": 0.012322173504799139, "eta_seconds": 48415.15063960371, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.3871800165152766, "fast_rcnn/fg_cls_accuracy": 0.5895710928319624, "iteration": 184179, "loss_box_reg": 0.2370801204815507, "loss_cls": 0.2040142212063074, "loss_mask": 0.255915273912251, "loss_rpn_cls": 0.04178656343719922, "loss_rpn_loc": 0.07724362623412162, "loss_sem_seg": 0.2894241458270699, "lr": 0.02, "mask_rcnn/accuracy": 0.8839457753086036, "mask_rcnn/false_negative": 0.10300126057562212, "mask_rcnn/false_positive": 0.1416431132635596, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5628886510021403, "total_loss": 1.111647172976518} {"data_time": 0.012968194503628183, "eta_seconds": 48405.86350700634, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.3696875, "fast_rcnn/fg_cls_accuracy": 0.5934615384615385, "iteration": 184199, "loss_box_reg": 0.23311767354607582, "loss_cls": 0.2174405725672841, "loss_mask": 0.25206128507852554, "loss_rpn_cls": 0.03978416178142652, "loss_rpn_loc": 0.07098922046134248, "loss_sem_seg": 0.325000204378739, "lr": 0.02, "mask_rcnn/accuracy": 0.9036174973674973, "mask_rcnn/false_negative": 0.08396799569785343, "mask_rcnn/false_positive": 0.0972919324990017, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5629260955029167, "total_loss": 1.1799275561934337} {"data_time": 0.012562042495119385, "eta_seconds": 48384.90781165297, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.2914478449837016, "fast_rcnn/fg_cls_accuracy": 0.6990824580466015, "iteration": 184219, "loss_box_reg": 0.22292997897602618, "loss_cls": 0.20382941095158458, "loss_mask": 0.2496778890490532, "loss_rpn_cls": 0.04457357090723235, "loss_rpn_loc": 0.07053028568043374, "loss_sem_seg": 0.31687087565660477, "lr": 0.02, "mask_rcnn/accuracy": 0.8790556735642464, "mask_rcnn/false_negative": 0.08957402934562034, "mask_rcnn/false_positive": 0.133501029374059, "roi_head/num_bg_samples": 456.25, "roi_head/num_fg_samples": 55.75, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5759347580024041, "total_loss": 1.125231490994338} {"data_time": 0.012057208004989661, "eta_seconds": 48386.2989549063, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.320533608490566, "fast_rcnn/fg_cls_accuracy": 0.6383572567783093, "iteration": 184239, "loss_box_reg": 0.2329110272694379, "loss_cls": 0.20100210839882493, "loss_mask": 0.25503312051296234, "loss_rpn_cls": 0.04918639350216836, "loss_rpn_loc": 0.07601828037877567, "loss_sem_seg": 0.329454630613327, "lr": 0.02, "mask_rcnn/accuracy": 0.8914794861973643, "mask_rcnn/false_negative": 0.09854665852119135, "mask_rcnn/false_positive": 0.12303471496440571, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.5652250409912085, "total_loss": 1.1868573706015013} {"data_time": 0.012972869000805076, "eta_seconds": 48372.013647326145, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.3002127183161666, "fast_rcnn/fg_cls_accuracy": 0.6598746081504703, "iteration": 184259, "loss_box_reg": 0.22298588510602713, "loss_cls": 0.20293230307288468, "loss_mask": 0.25111420825123787, "loss_rpn_cls": 0.04150184121681377, "loss_rpn_loc": 0.09200218867044896, "loss_sem_seg": 0.30910070100799203, "lr": 0.02, "mask_rcnn/accuracy": 0.8878969512165662, "mask_rcnn/false_negative": 0.1172943824674679, "mask_rcnn/false_positive": 0.11297129782927647, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 197.0, "rpn/num_pos_anchors": 59.0, "time": 0.563241638999898, "total_loss": 1.0712578933453187} {"data_time": 0.011935249502130318, "eta_seconds": 48360.73036076608, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.41941391941391937, "fast_rcnn/fg_cls_accuracy": 0.5560844370860927, "iteration": 184279, "loss_box_reg": 0.2563165158499032, "loss_cls": 0.2370830262079835, "loss_mask": 0.2553655235096812, "loss_rpn_cls": 0.0444582535783411, "loss_rpn_loc": 0.07940443261759356, "loss_sem_seg": 0.32610664144158363, "lr": 0.02, "mask_rcnn/accuracy": 0.8814403142209264, "mask_rcnn/false_negative": 0.10128509431753119, "mask_rcnn/false_positive": 0.1330299898338701, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5691861425075331, "total_loss": 1.1909057046214002} {"data_time": 0.01157803249952849, "eta_seconds": 48377.786852280515, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.38911599386816553, "fast_rcnn/fg_cls_accuracy": 0.593017355120268, "iteration": 184299, "loss_box_reg": 0.2170436130836606, "loss_cls": 0.19334664195775986, "loss_mask": 0.2512480625882745, "loss_rpn_cls": 0.04754666554799769, "loss_rpn_loc": 0.06950215643155389, "loss_sem_seg": 0.3507136586122215, "lr": 0.02, "mask_rcnn/accuracy": 0.8841343749705153, "mask_rcnn/false_negative": 0.10458499752653913, "mask_rcnn/false_positive": 0.1121144172521418, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.576459039497422, "total_loss": 1.1086288060614606} {"data_time": 0.01360390050103888, "eta_seconds": 48366.49695208045, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.3489801950931126, "fast_rcnn/fg_cls_accuracy": 0.6166166166166167, "iteration": 184319, "loss_box_reg": 0.22206138144247234, "loss_cls": 0.20263589755631983, "loss_mask": 0.26040374021977186, "loss_rpn_cls": 0.046900044224457815, "loss_rpn_loc": 0.07416515215300024, "loss_sem_seg": 0.31911865063011646, "lr": 0.02, "mask_rcnn/accuracy": 0.8916693611575718, "mask_rcnn/false_negative": 0.09678442880194194, "mask_rcnn/false_positive": 0.1013546794230486, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.565693601500243, "total_loss": 1.1544452678936068} {"data_time": 0.012686151996604167, "eta_seconds": 48340.18365409033, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.4373331677944007, "fast_rcnn/fg_cls_accuracy": 0.5241524807216644, "iteration": 184339, "loss_box_reg": 0.23447492404375225, "loss_cls": 0.22313976101577282, "loss_mask": 0.24991732509806752, "loss_rpn_cls": 0.04607499505800661, "loss_rpn_loc": 0.08224954313482158, "loss_sem_seg": 0.3519072765484452, "lr": 0.02, "mask_rcnn/accuracy": 0.8874943007800498, "mask_rcnn/false_negative": 0.07815032293905368, "mask_rcnn/false_positive": 0.1401288210271096, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5625873160024639, "total_loss": 1.1935772998840548} {"data_time": 0.012425574008375406, "eta_seconds": 48393.720647460934, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.3222200762879629, "fast_rcnn/fg_cls_accuracy": 0.6347272290314828, "iteration": 184359, "loss_box_reg": 0.2314876220189035, "loss_cls": 0.2002262796740979, "loss_mask": 0.25331488251686096, "loss_rpn_cls": 0.041108203353360295, "loss_rpn_loc": 0.09161152672822936, "loss_sem_seg": 0.31539421435445547, "lr": 0.02, "mask_rcnn/accuracy": 0.8797875921201814, "mask_rcnn/false_negative": 0.09654096774404107, "mask_rcnn/false_positive": 0.13431792442159132, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5747655764935189, "total_loss": 1.132448140935594} {"data_time": 0.012384299996483605, "eta_seconds": 48410.303564873655, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.37432050445749077, "fast_rcnn/fg_cls_accuracy": 0.5517575140091697, "iteration": 184379, "loss_box_reg": 0.2341342665022239, "loss_cls": 0.21361582539975643, "loss_mask": 0.2550808419473469, "loss_rpn_cls": 0.04124244872946292, "loss_rpn_loc": 0.08076786651508883, "loss_sem_seg": 0.33054292015731335, "lr": 0.02, "mask_rcnn/accuracy": 0.8858488985848285, "mask_rcnn/false_negative": 0.10103049927758567, "mask_rcnn/false_positive": 0.1324934878318098, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.5706753635022324, "total_loss": 1.1651631128770532} {"data_time": 0.012135526500060223, "eta_seconds": 48400.12416926386, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.31169287296698545, "fast_rcnn/fg_cls_accuracy": 0.6298598254430046, "iteration": 184399, "loss_box_reg": 0.22365557099692523, "loss_cls": 0.202740840613842, "loss_mask": 0.25558597687631845, "loss_rpn_cls": 0.04141289004473947, "loss_rpn_loc": 0.07393842982128263, "loss_sem_seg": 0.3254651455208659, "lr": 0.02, "mask_rcnn/accuracy": 0.8987013122830618, "mask_rcnn/false_negative": 0.08951992937303024, "mask_rcnn/false_positive": 0.10194561989705447, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 235.5, "rpn/num_pos_anchors": 20.5, "time": 0.5727399230017909, "total_loss": 1.1629757801129017} {"data_time": 0.01291314900299767, "eta_seconds": 48388.8158611438, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.37602272727272723, "fast_rcnn/fg_cls_accuracy": 0.6021428571428571, "iteration": 184419, "loss_box_reg": 0.22622605599462986, "loss_cls": 0.2069424302317202, "loss_mask": 0.25178480660542846, "loss_rpn_cls": 0.045301778853172436, "loss_rpn_loc": 0.08376526583742816, "loss_sem_seg": 0.3043360644951463, "lr": 0.02, "mask_rcnn/accuracy": 0.8789410839780311, "mask_rcnn/false_negative": 0.09618240571957809, "mask_rcnn/false_positive": 0.11788136151784359, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5573090170000796, "total_loss": 1.1213930990707013} {"data_time": 0.012909087003208697, "eta_seconds": 48364.639178376085, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.20077406869859699, "fast_rcnn/fg_cls_accuracy": 0.6688430983118172, "iteration": 184439, "loss_box_reg": 0.24180517881177366, "loss_cls": 0.2169169345870614, "loss_mask": 0.24988789670169353, "loss_rpn_cls": 0.04154787276638672, "loss_rpn_loc": 0.07811450268491171, "loss_sem_seg": 0.3205329477787018, "lr": 0.02, "mask_rcnn/accuracy": 0.9024889130702582, "mask_rcnn/false_negative": 0.09416433354109063, "mask_rcnn/false_positive": 0.10307512571256622, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.5713718965052976, "total_loss": 1.1414714766360703} {"data_time": 0.0123547184994095, "eta_seconds": 48319.65707117679, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.3062143170838823, "fast_rcnn/fg_cls_accuracy": 0.6721500721500722, "iteration": 184459, "loss_box_reg": 0.23048322938848287, "loss_cls": 0.21773836994543672, "loss_mask": 0.25415355898439884, "loss_rpn_cls": 0.04776171245612204, "loss_rpn_loc": 0.08114881633082405, "loss_sem_seg": 0.3008015139494091, "lr": 0.02, "mask_rcnn/accuracy": 0.9073749944285658, "mask_rcnn/false_negative": 0.0799535797038892, "mask_rcnn/false_positive": 0.11012369218821283, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5501708355077426, "total_loss": 1.1623696750611998} {"data_time": 0.013349477500014473, "eta_seconds": 48318.10591727195, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.3136960087479497, "fast_rcnn/fg_cls_accuracy": 0.635423197492163, "iteration": 184479, "loss_box_reg": 0.24249001126736403, "loss_cls": 0.21154105896130204, "loss_mask": 0.2559764706529677, "loss_rpn_cls": 0.046813673397991806, "loss_rpn_loc": 0.06940650404430926, "loss_sem_seg": 0.2853559674695134, "lr": 0.02, "mask_rcnn/accuracy": 0.9049690850916637, "mask_rcnn/false_negative": 0.09329541832790963, "mask_rcnn/false_positive": 0.09419800250826484, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5643890249994001, "total_loss": 1.1657642709906213} {"data_time": 0.013202811496739741, "eta_seconds": 48318.51005831898, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.3206691851052348, "fast_rcnn/fg_cls_accuracy": 0.6542596348884382, "iteration": 184499, "loss_box_reg": 0.23665970657020807, "loss_cls": 0.2047372501110658, "loss_mask": 0.25937989074736834, "loss_rpn_cls": 0.049181910464540124, "loss_rpn_loc": 0.08294424507766962, "loss_sem_seg": 0.31079530413262546, "lr": 0.02, "mask_rcnn/accuracy": 0.9068676499926289, "mask_rcnn/false_negative": 0.09713543177172829, "mask_rcnn/false_positive": 0.10048048201128076, "roi_head/num_bg_samples": 467.75, "roi_head/num_fg_samples": 44.25, "rpn/num_neg_anchors": 237.5, "rpn/num_pos_anchors": 18.5, "time": 0.5722418440054753, "total_loss": 1.133487423256156} {"data_time": 0.012859819493314717, "eta_seconds": 48312.256465248654, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.2895299145299145, "fast_rcnn/fg_cls_accuracy": 0.6930868838763575, "iteration": 184519, "loss_box_reg": 0.2253855182789266, "loss_cls": 0.2095401904080063, "loss_mask": 0.2551732622087002, "loss_rpn_cls": 0.045014006027486175, "loss_rpn_loc": 0.06790861918125302, "loss_sem_seg": 0.33069432340562344, "lr": 0.02, "mask_rcnn/accuracy": 0.8949958150144661, "mask_rcnn/false_negative": 0.09717355858801599, "mask_rcnn/false_positive": 0.12325548912217063, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 236.75, "rpn/num_pos_anchors": 19.25, "time": 0.5595292654979858, "total_loss": 1.158421229221858} {"data_time": 0.012649845499254297, "eta_seconds": 48320.966012423436, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.38090960508367433, "fast_rcnn/fg_cls_accuracy": 0.5884246402423631, "iteration": 184539, "loss_box_reg": 0.2555384684819728, "loss_cls": 0.22293158259708434, "loss_mask": 0.2536568585783243, "loss_rpn_cls": 0.05111266335006803, "loss_rpn_loc": 0.08631476270966232, "loss_sem_seg": 0.3255672873929143, "lr": 0.02, "mask_rcnn/accuracy": 0.8802387793221045, "mask_rcnn/false_negative": 0.0964173371843105, "mask_rcnn/false_positive": 0.1320172651965219, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5601554630047758, "total_loss": 1.2112924698267307} {"data_time": 0.011891852504049893, "eta_seconds": 48284.60272853922, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.2715030641866466, "fast_rcnn/fg_cls_accuracy": 0.6692111959287532, "iteration": 184559, "loss_box_reg": 0.2470324906753376, "loss_cls": 0.22390950890257955, "loss_mask": 0.2466264758259058, "loss_rpn_cls": 0.044539468828588724, "loss_rpn_loc": 0.07439084467478096, "loss_sem_seg": 0.29296020418405533, "lr": 0.02, "mask_rcnn/accuracy": 0.9041799386327287, "mask_rcnn/false_negative": 0.08773006876253456, "mask_rcnn/false_positive": 0.12426786640425183, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5538475305074826, "total_loss": 1.1813452294154558} {"data_time": 0.012007867007923778, "eta_seconds": 48273.3002852793, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.39191866845506645, "fast_rcnn/fg_cls_accuracy": 0.5586311717022845, "iteration": 184579, "loss_box_reg": 0.22954305401071906, "loss_cls": 0.20638154912739992, "loss_mask": 0.24779522232711315, "loss_rpn_cls": 0.03955482810852118, "loss_rpn_loc": 0.08390368655091152, "loss_sem_seg": 0.32186335837468505, "lr": 0.02, "mask_rcnn/accuracy": 0.8832826059238539, "mask_rcnn/false_negative": 0.12412656630055544, "mask_rcnn/false_positive": 0.1262419533068191, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5613239635058562, "total_loss": 1.1220408297231188} {"data_time": 0.01212554999801796, "eta_seconds": 48252.86476062366, "fast_rcnn/cls_accuracy": 0.9052734375, "fast_rcnn/false_negative": 0.37060349019395966, "fast_rcnn/fg_cls_accuracy": 0.5942244313577179, "iteration": 184599, "loss_box_reg": 0.2229429860599339, "loss_cls": 0.19990801764652133, "loss_mask": 0.23564724065363407, "loss_rpn_cls": 0.043341751719708554, "loss_rpn_loc": 0.06954789027804509, "loss_sem_seg": 0.33901924826204777, "lr": 0.02, "mask_rcnn/accuracy": 0.9073772666181097, "mask_rcnn/false_negative": 0.10088074569125449, "mask_rcnn/false_positive": 0.09940955568968671, "roi_head/num_bg_samples": 432.5, "roi_head/num_fg_samples": 79.5, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.550147627502156, "total_loss": 1.0620153654599562} {"data_time": 0.012022527000226546, "eta_seconds": 48221.63772591605, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.3596875, "fast_rcnn/fg_cls_accuracy": 0.5823311398532638, "iteration": 184619, "loss_box_reg": 0.24561810307204723, "loss_cls": 0.21940825134515762, "loss_mask": 0.2538991132751107, "loss_rpn_cls": 0.03988650540850358, "loss_rpn_loc": 0.07963641607784666, "loss_sem_seg": 0.3119821376167238, "lr": 0.02, "mask_rcnn/accuracy": 0.8897329378511325, "mask_rcnn/false_negative": 0.09717985115000119, "mask_rcnn/false_positive": 0.12141264388432015, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5604436854991945, "total_loss": 1.123765469830687} {"data_time": 0.011865924992889632, "eta_seconds": 48210.342089246085, "fast_rcnn/cls_accuracy": 0.958984375, "fast_rcnn/false_negative": 0.30103604260907635, "fast_rcnn/fg_cls_accuracy": 0.6534424479629959, "iteration": 184639, "loss_box_reg": 0.23219060525298119, "loss_cls": 0.2153592340182513, "loss_mask": 0.2565737967379391, "loss_rpn_cls": 0.0427847403625492, "loss_rpn_loc": 0.07900157765834592, "loss_sem_seg": 0.29065021127462387, "lr": 0.02, "mask_rcnn/accuracy": 0.9092986549586872, "mask_rcnn/false_negative": 0.08713394243381109, "mask_rcnn/false_positive": 0.09395754972559488, "roi_head/num_bg_samples": 468.0, "roi_head/num_fg_samples": 44.0, "rpn/num_neg_anchors": 242.5, "rpn/num_pos_anchors": 13.5, "time": 0.5581959330011159, "total_loss": 1.1113450240227394} {"data_time": 0.013770860503427684, "eta_seconds": 48217.09641580328, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.28287981859410427, "fast_rcnn/fg_cls_accuracy": 0.6969387755102041, "iteration": 184659, "loss_box_reg": 0.2474524136632681, "loss_cls": 0.21277531841769814, "loss_mask": 0.2547374814748764, "loss_rpn_cls": 0.03755599303985946, "loss_rpn_loc": 0.07065680090454407, "loss_sem_seg": 0.3282617339864373, "lr": 0.02, "mask_rcnn/accuracy": 0.8987504026794475, "mask_rcnn/false_negative": 0.09604629427653208, "mask_rcnn/false_positive": 0.1050403740334809, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 235.0, "rpn/num_pos_anchors": 21.0, "time": 0.572131613495003, "total_loss": 1.1478678989515174} {"data_time": 0.013584353000624105, "eta_seconds": 48195.385382096014, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.2886037407568508, "fast_rcnn/fg_cls_accuracy": 0.6573842302878599, "iteration": 184679, "loss_box_reg": 0.24330603750422597, "loss_cls": 0.2155461455695331, "loss_mask": 0.2467467077076435, "loss_rpn_cls": 0.03964533476391807, "loss_rpn_loc": 0.07691082451492548, "loss_sem_seg": 0.33669891860336065, "lr": 0.02, "mask_rcnn/accuracy": 0.8935465339661972, "mask_rcnn/false_negative": 0.09243217355231212, "mask_rcnn/false_positive": 0.0938992819863196, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5570368530025007, "total_loss": 1.1989195423666388} {"data_time": 0.013198877997638192, "eta_seconds": 48221.371573357275, "fast_rcnn/cls_accuracy": 0.9619140625, "fast_rcnn/false_negative": 0.2693485807637329, "fast_rcnn/fg_cls_accuracy": 0.7068351021701251, "iteration": 184699, "loss_box_reg": 0.23714291723445058, "loss_cls": 0.20681150659220293, "loss_mask": 0.2559918090701103, "loss_rpn_cls": 0.03700839703378733, "loss_rpn_loc": 0.06734792451607063, "loss_sem_seg": 0.31202014721930027, "lr": 0.02, "mask_rcnn/accuracy": 0.9001337109166779, "mask_rcnn/false_negative": 0.09149788956179064, "mask_rcnn/false_positive": 0.11243995854718086, "roi_head/num_bg_samples": 458.75, "roi_head/num_fg_samples": 53.25, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5821406815011869, "total_loss": 1.1363579755125102} {"data_time": 0.012220998498378322, "eta_seconds": 48237.88879917095, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.38218535881716553, "fast_rcnn/fg_cls_accuracy": 0.5803256445047489, "iteration": 184719, "loss_box_reg": 0.23884830763563514, "loss_cls": 0.2106865863315761, "loss_mask": 0.2518009655177593, "loss_rpn_cls": 0.03726724965963513, "loss_rpn_loc": 0.06705388310365379, "loss_sem_seg": 0.30076516419649124, "lr": 0.02, "mask_rcnn/accuracy": 0.8923781353220479, "mask_rcnn/false_negative": 0.10771275720044826, "mask_rcnn/false_positive": 0.11328246080565772, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.5882641155039892, "total_loss": 1.1672372400644235} {"data_time": 0.013428163001663052, "eta_seconds": 48181.01505810953, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.3212463067418748, "fast_rcnn/fg_cls_accuracy": 0.6115942028985507, "iteration": 184739, "loss_box_reg": 0.22010472789406776, "loss_cls": 0.20263887289911509, "loss_mask": 0.23802547669038177, "loss_rpn_cls": 0.044870985875604674, "loss_rpn_loc": 0.061420422862283885, "loss_sem_seg": 0.34716324508190155, "lr": 0.02, "mask_rcnn/accuracy": 0.9138393294160971, "mask_rcnn/false_negative": 0.06651555084813938, "mask_rcnn/false_positive": 0.11225585974076344, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5481221480004024, "total_loss": 1.1640998627408408} {"data_time": 0.012306495998927858, "eta_seconds": 48160.59708205303, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.4755261479591837, "fast_rcnn/fg_cls_accuracy": 0.5219228316326531, "iteration": 184759, "loss_box_reg": 0.22855831682682037, "loss_cls": 0.22104332433082163, "loss_mask": 0.2573260935023427, "loss_rpn_cls": 0.042004686780273914, "loss_rpn_loc": 0.07584312312246766, "loss_sem_seg": 0.3459142604842782, "lr": 0.02, "mask_rcnn/accuracy": 0.8678724648103923, "mask_rcnn/false_negative": 0.1302634313040527, "mask_rcnn/false_positive": 0.12479755287108005, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5704166329960572, "total_loss": 1.2099150639842264} {"data_time": 0.012788498992449604, "eta_seconds": 48096.9606549424, "fast_rcnn/cls_accuracy": 0.900390625, "fast_rcnn/false_negative": 0.4348323170731707, "fast_rcnn/fg_cls_accuracy": 0.5178704393149665, "iteration": 184779, "loss_box_reg": 0.2402382306754589, "loss_cls": 0.21517875138670206, "loss_mask": 0.25847592297941446, "loss_rpn_cls": 0.04814610075118253, "loss_rpn_loc": 0.09098629956133664, "loss_sem_seg": 0.316854995675385, "lr": 0.02, "mask_rcnn/accuracy": 0.8660932604648799, "mask_rcnn/false_negative": 0.10878728553289113, "mask_rcnn/false_positive": 0.12224590795838862, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.5519624980006483, "total_loss": 1.2144536697596777} {"data_time": 0.012618085012945812, "eta_seconds": 48096.453084748486, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.35229476405946997, "fast_rcnn/fg_cls_accuracy": 0.636716224951519, "iteration": 184799, "loss_box_reg": 0.22928910492919385, "loss_cls": 0.2030726766679436, "loss_mask": 0.2521948292851448, "loss_rpn_cls": 0.049968639366852585, "loss_rpn_loc": 0.08280097122769803, "loss_sem_seg": 0.3444304142612964, "lr": 0.02, "mask_rcnn/accuracy": 0.8941482664842262, "mask_rcnn/false_negative": 0.09254926888225498, "mask_rcnn/false_positive": 0.11511586887460395, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.5550880969967693, "total_loss": 1.2066902280494105} {"data_time": 0.013131977997545619, "eta_seconds": 48074.38548654262, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.27605244996549344, "fast_rcnn/fg_cls_accuracy": 0.717736369910283, "iteration": 184819, "loss_box_reg": 0.23724474292248487, "loss_cls": 0.2124515399336815, "loss_mask": 0.2647921941243112, "loss_rpn_cls": 0.04607341188238934, "loss_rpn_loc": 0.08226638927590102, "loss_sem_seg": 0.33264618925750256, "lr": 0.02, "mask_rcnn/accuracy": 0.8870522698875469, "mask_rcnn/false_negative": 0.08566683332743627, "mask_rcnn/false_positive": 0.1250251839391116, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5629163069970673, "total_loss": 1.1976085895003052} {"data_time": 0.012655874503252562, "eta_seconds": 48073.87285536867, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.35966420966420964, "fast_rcnn/fg_cls_accuracy": 0.5995495495495495, "iteration": 184839, "loss_box_reg": 0.23159885965287685, "loss_cls": 0.21034473134204745, "loss_mask": 0.24104976188391447, "loss_rpn_cls": 0.04082495340844616, "loss_rpn_loc": 0.0841502511757426, "loss_sem_seg": 0.31777069496456534, "lr": 0.02, "mask_rcnn/accuracy": 0.8870797626895188, "mask_rcnn/false_negative": 0.09512625793295987, "mask_rcnn/false_positive": 0.12674350787240457, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.5708742040078505, "total_loss": 1.120716147706844} {"data_time": 0.013610832000267692, "eta_seconds": 48048.01975608297, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.25772093023255815, "fast_rcnn/fg_cls_accuracy": 0.7020408163265306, "iteration": 184859, "loss_box_reg": 0.21746491407975554, "loss_cls": 0.18562096485402435, "loss_mask": 0.24529292341321707, "loss_rpn_cls": 0.03918332880130038, "loss_rpn_loc": 0.06651377922389656, "loss_sem_seg": 0.30671554198488593, "lr": 0.02, "mask_rcnn/accuracy": 0.9027604228464641, "mask_rcnn/false_negative": 0.08311313630754048, "mask_rcnn/false_positive": 0.0877142935829614, "roi_head/num_bg_samples": 458.0, "roi_head/num_fg_samples": 54.0, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.559366007502831, "total_loss": 1.0628527541848598} {"data_time": 0.012605804004124366, "eta_seconds": 48044.49115980536, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.3299387803155168, "fast_rcnn/fg_cls_accuracy": 0.6511579818031431, "iteration": 184879, "loss_box_reg": 0.20728688756935298, "loss_cls": 0.2015101700089872, "loss_mask": 0.24843876622617245, "loss_rpn_cls": 0.03890132386004552, "loss_rpn_loc": 0.07184279832290486, "loss_sem_seg": 0.29856484825722873, "lr": 0.02, "mask_rcnn/accuracy": 0.8888682963787018, "mask_rcnn/false_negative": 0.08195043489722932, "mask_rcnn/false_positive": 0.13411178659534143, "roi_head/num_bg_samples": 459.75, "roi_head/num_fg_samples": 52.25, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.5517085204992327, "total_loss": 1.0330751573928865} {"data_time": 0.011618138494668528, "eta_seconds": 48033.202643185534, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.3311372452435195, "fast_rcnn/fg_cls_accuracy": 0.6135746606334842, "iteration": 184899, "loss_box_reg": 0.22190923895686865, "loss_cls": 0.19496177602559328, "loss_mask": 0.24585299659520388, "loss_rpn_cls": 0.03547065472230315, "loss_rpn_loc": 0.08153194712940603, "loss_sem_seg": 0.2766030866187066, "lr": 0.02, "mask_rcnn/accuracy": 0.9004030518457382, "mask_rcnn/false_negative": 0.07778899753463372, "mask_rcnn/false_positive": 0.08966447271985627, "roi_head/num_bg_samples": 468.0, "roi_head/num_fg_samples": 44.0, "rpn/num_neg_anchors": 238.5, "rpn/num_pos_anchors": 17.5, "time": 0.5647860265016789, "total_loss": 1.0757396644476103} {"data_time": 0.012020114503684454, "eta_seconds": 48021.91412656571, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.2852439024390244, "fast_rcnn/fg_cls_accuracy": 0.6959325396825397, "iteration": 184919, "loss_box_reg": 0.24113105237483978, "loss_cls": 0.19937279517762363, "loss_mask": 0.25339402351528406, "loss_rpn_cls": 0.04329919256269932, "loss_rpn_loc": 0.08905354631133378, "loss_sem_seg": 0.30687859980389476, "lr": 0.02, "mask_rcnn/accuracy": 0.8948953494441254, "mask_rcnn/false_negative": 0.08784235703220752, "mask_rcnn/false_positive": 0.11951726491279041, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5712444119999418, "total_loss": 1.1373633323819377} {"data_time": 0.013059379503829405, "eta_seconds": 48017.42228191912, "fast_rcnn/cls_accuracy": 0.91064453125, "fast_rcnn/false_negative": 0.34785238959467635, "fast_rcnn/fg_cls_accuracy": 0.5869747899159664, "iteration": 184939, "loss_box_reg": 0.24426000518724322, "loss_cls": 0.20862016221508384, "loss_mask": 0.26052500307559967, "loss_rpn_cls": 0.049501372093800455, "loss_rpn_loc": 0.07831737317610532, "loss_sem_seg": 0.26124807773157954, "lr": 0.02, "mask_rcnn/accuracy": 0.8742723470526603, "mask_rcnn/false_negative": 0.08735305200470539, "mask_rcnn/false_positive": 0.16396416061722935, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.5640437655019923, "total_loss": 1.1094572761794552} {"data_time": 0.012691230993368663, "eta_seconds": 47999.33709332606, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.31714285714285717, "fast_rcnn/fg_cls_accuracy": 0.6493055555555556, "iteration": 184959, "loss_box_reg": 0.2093594274483621, "loss_cls": 0.17770797875709832, "loss_mask": 0.240547607652843, "loss_rpn_cls": 0.04366524881334044, "loss_rpn_loc": 0.07399505283683538, "loss_sem_seg": 0.3052192288450897, "lr": 0.02, "mask_rcnn/accuracy": 0.8984151226279986, "mask_rcnn/false_negative": 0.08464627986313863, "mask_rcnn/false_positive": 0.11736219699012884, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5610264394927071, "total_loss": 1.0540311035729246} {"data_time": 0.013385356003709603, "eta_seconds": 48007.97337688397, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.28401826484018267, "fast_rcnn/fg_cls_accuracy": 0.6159114857744995, "iteration": 184979, "loss_box_reg": 0.22092557221185416, "loss_cls": 0.20658443495631218, "loss_mask": 0.24208179349079728, "loss_rpn_cls": 0.043117365828948095, "loss_rpn_loc": 0.07643202028702945, "loss_sem_seg": 0.2880361443385482, "lr": 0.02, "mask_rcnn/accuracy": 0.8963205705574022, "mask_rcnn/false_negative": 0.08901726257595972, "mask_rcnn/false_positive": 0.11848637421208749, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.56312985799741, "total_loss": 1.063099339895416} {"data_time": 0.012177801509096753, "eta_seconds": 48037.77726428847, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.2864369701941482, "fast_rcnn/fg_cls_accuracy": 0.6287802756590393, "iteration": 184999, "loss_box_reg": 0.21433456940576434, "loss_cls": 0.19328567292541265, "loss_mask": 0.24786235950887203, "loss_rpn_cls": 0.03596761083463207, "loss_rpn_loc": 0.08467969423509203, "loss_sem_seg": 0.3067226139828563, "lr": 0.02, "mask_rcnn/accuracy": 0.9079337187002461, "mask_rcnn/false_negative": 0.0725979472166901, "mask_rcnn/false_positive": 0.11120387523117015, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5721255819953512, "total_loss": 1.0441177235916257} {"data_time": 0.012460281999665312, "eta_seconds": 48041.58312046016, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.2688553682342502, "fast_rcnn/fg_cls_accuracy": 0.7078527062999113, "iteration": 185019, "loss_box_reg": 0.22506897896528244, "loss_cls": 0.192252874141559, "loss_mask": 0.23917470406740904, "loss_rpn_cls": 0.04302927663229639, "loss_rpn_loc": 0.08561264476156794, "loss_sem_seg": 0.295210795244202, "lr": 0.02, "mask_rcnn/accuracy": 0.903279864622582, "mask_rcnn/false_negative": 0.07836976611250766, "mask_rcnn/false_positive": 0.12250897125696361, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5784162269992521, "total_loss": 1.0908799024036853} {"data_time": 0.013026577995333355, "eta_seconds": 48038.25830942193, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.30027814043253676, "fast_rcnn/fg_cls_accuracy": 0.6997218595674632, "iteration": 185039, "loss_box_reg": 0.204314109752886, "loss_cls": 0.19264776655472815, "loss_mask": 0.2460574982687831, "loss_rpn_cls": 0.04436598619213328, "loss_rpn_loc": 0.07145748441689648, "loss_sem_seg": 0.28472069441340864, "lr": 0.02, "mask_rcnn/accuracy": 0.8965848694379488, "mask_rcnn/false_negative": 0.08840906601504515, "mask_rcnn/false_positive": 0.10622704046088645, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5630270055044093, "total_loss": 1.0646390452166088} {"data_time": 0.01206898849341087, "eta_seconds": 48001.97199600332, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.3377041457286432, "fast_rcnn/fg_cls_accuracy": 0.6508519158291457, "iteration": 185059, "loss_box_reg": 0.22523057530634105, "loss_cls": 0.18105084169656038, "loss_mask": 0.24886643327772617, "loss_rpn_cls": 0.04063914898142684, "loss_rpn_loc": 0.07129188053659163, "loss_sem_seg": 0.2710202648304403, "lr": 0.02, "mask_rcnn/accuracy": 0.8959903906917959, "mask_rcnn/false_negative": 0.10229848432024455, "mask_rcnn/false_positive": 0.11675102848714977, "roi_head/num_bg_samples": 456.75, "roi_head/num_fg_samples": 55.25, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.558092500003113, "total_loss": 1.0676865020068362} {"data_time": 0.011028857501514722, "eta_seconds": 48014.52201016848, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.4052789115646258, "fast_rcnn/fg_cls_accuracy": 0.5777142857142856, "iteration": 185079, "loss_box_reg": 0.2398166535422206, "loss_cls": 0.22074730368331075, "loss_mask": 0.25483474414795637, "loss_rpn_cls": 0.03870127740083262, "loss_rpn_loc": 0.08243927219882607, "loss_sem_seg": 0.29246980883181095, "lr": 0.02, "mask_rcnn/accuracy": 0.8756744823960487, "mask_rcnn/false_negative": 0.09685467213468467, "mask_rcnn/false_positive": 0.15695015085262704, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.5751274965004995, "total_loss": 1.132837001729058} {"data_time": 0.011806839997007046, "eta_seconds": 47996.35740353948, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.28342245989304815, "fast_rcnn/fg_cls_accuracy": 0.5684376034425687, "iteration": 185099, "loss_box_reg": 0.22379618417471647, "loss_cls": 0.21772903436794877, "loss_mask": 0.2413145387545228, "loss_rpn_cls": 0.03577567021420691, "loss_rpn_loc": 0.07816248032031581, "loss_sem_seg": 0.31810293765738606, "lr": 0.02, "mask_rcnn/accuracy": 0.9008001353950671, "mask_rcnn/false_negative": 0.08101767525694589, "mask_rcnn/false_positive": 0.11509111815266732, "roi_head/num_bg_samples": 430.25, "roi_head/num_fg_samples": 81.75, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5659674140042625, "total_loss": 1.1131353639211738} {"data_time": 0.012105729991162661, "eta_seconds": 47977.93972906152, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3281135307071201, "fast_rcnn/fg_cls_accuracy": 0.6426809210526316, "iteration": 185119, "loss_box_reg": 0.22645060415379703, "loss_cls": 0.20514413132332265, "loss_mask": 0.24892734177410603, "loss_rpn_cls": 0.03502282801491674, "loss_rpn_loc": 0.0803416856797412, "loss_sem_seg": 0.2878097426146269, "lr": 0.02, "mask_rcnn/accuracy": 0.8954089994826602, "mask_rcnn/false_negative": 0.09057120837432658, "mask_rcnn/false_positive": 0.13469455096666966, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.5650589579963707, "total_loss": 1.1086164756270591} {"data_time": 0.012469312488974538, "eta_seconds": 47926.75195901056, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3545930509281294, "fast_rcnn/fg_cls_accuracy": 0.5940324295587454, "iteration": 185139, "loss_box_reg": 0.20459217461757362, "loss_cls": 0.20158056495711207, "loss_mask": 0.23615318723022938, "loss_rpn_cls": 0.0393496243559639, "loss_rpn_loc": 0.07086052175145596, "loss_sem_seg": 0.3025536802597344, "lr": 0.02, "mask_rcnn/accuracy": 0.8852862514258959, "mask_rcnn/false_negative": 0.09388796249885457, "mask_rcnn/false_positive": 0.13738935023296706, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5515010754970717, "total_loss": 1.0788686061569024} {"data_time": 0.011937825503991917, "eta_seconds": 47915.456604970655, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.32419083648591845, "fast_rcnn/fg_cls_accuracy": 0.659982068141064, "iteration": 185159, "loss_box_reg": 0.2382561517879367, "loss_cls": 0.2162363394163549, "loss_mask": 0.24592571752145886, "loss_rpn_cls": 0.03652162247453816, "loss_rpn_loc": 0.07320197296212427, "loss_sem_seg": 0.3436114704236388, "lr": 0.02, "mask_rcnn/accuracy": 0.9055384122571826, "mask_rcnn/false_negative": 0.11263336838823168, "mask_rcnn/false_positive": 0.08812174406700275, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5588337400040473, "total_loss": 1.1499873738066526} {"data_time": 0.013608090499474201, "eta_seconds": 47895.041340382675, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.2536341016238869, "fast_rcnn/fg_cls_accuracy": 0.6970605228946989, "iteration": 185179, "loss_box_reg": 0.22138831112533808, "loss_cls": 0.21787483571097255, "loss_mask": 0.2634375784546137, "loss_rpn_cls": 0.03752961041755043, "loss_rpn_loc": 0.08108085382264107, "loss_sem_seg": 0.2968542887829244, "lr": 0.02, "mask_rcnn/accuracy": 0.8867038866864554, "mask_rcnn/false_negative": 0.08091175150598844, "mask_rcnn/false_positive": 0.1566806674775823, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5588907700002892, "total_loss": 1.0884386557372636} {"data_time": 0.012803759003872983, "eta_seconds": 47878.40028852493, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.37195059842118666, "fast_rcnn/fg_cls_accuracy": 0.5759103641456582, "iteration": 185199, "loss_box_reg": 0.22739922907203436, "loss_cls": 0.1967901955358684, "loss_mask": 0.2565129706636071, "loss_rpn_cls": 0.03843563358350366, "loss_rpn_loc": 0.07161678449483588, "loss_sem_seg": 0.2960003209300339, "lr": 0.02, "mask_rcnn/accuracy": 0.8882134885204082, "mask_rcnn/false_negative": 0.10613246009811056, "mask_rcnn/false_positive": 0.12542113940800845, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5579600150012993, "total_loss": 1.0710080991266295} {"data_time": 0.0127069344962365, "eta_seconds": 47833.154869480044, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.28950980392156866, "fast_rcnn/fg_cls_accuracy": 0.6940737489025461, "iteration": 185219, "loss_box_reg": 0.21245166659355164, "loss_cls": 0.19439644552767277, "loss_mask": 0.24396646674722433, "loss_rpn_cls": 0.03660590812796727, "loss_rpn_loc": 0.07067746226675808, "loss_sem_seg": 0.312445763964206, "lr": 0.02, "mask_rcnn/accuracy": 0.8952464827849766, "mask_rcnn/false_negative": 0.08505161913074141, "mask_rcnn/false_positive": 0.10303254402248069, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 236.5, "rpn/num_pos_anchors": 19.5, "time": 0.5584022289986024, "total_loss": 1.0900443394784816} {"data_time": 0.01255592200323008, "eta_seconds": 47793.14649361517, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.30548377835199536, "fast_rcnn/fg_cls_accuracy": 0.6395505971087366, "iteration": 185239, "loss_box_reg": 0.22745684208348393, "loss_cls": 0.20634440006688237, "loss_mask": 0.23735120333731174, "loss_rpn_cls": 0.03313859546324238, "loss_rpn_loc": 0.07982517901109532, "loss_sem_seg": 0.31387446122244, "lr": 0.02, "mask_rcnn/accuracy": 0.9038673911122891, "mask_rcnn/false_negative": 0.07427488316734744, "mask_rcnn/false_positive": 0.1159500698409827, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5633251554972958, "total_loss": 1.099755564602674} {"data_time": 0.012067783500242513, "eta_seconds": 47781.86933867513, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.32326764144945963, "fast_rcnn/fg_cls_accuracy": 0.6052976937180353, "iteration": 185259, "loss_box_reg": 0.2229048372246325, "loss_cls": 0.20103079732507467, "loss_mask": 0.24515688885003328, "loss_rpn_cls": 0.03954514168435708, "loss_rpn_loc": 0.08212859867489897, "loss_sem_seg": 0.2894263328053057, "lr": 0.02, "mask_rcnn/accuracy": 0.8979284636389767, "mask_rcnn/false_negative": 0.09615746414620216, "mask_rcnn/false_positive": 0.12177278258204843, "roi_head/num_bg_samples": 430.0, "roi_head/num_fg_samples": 82.0, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5646015110032749, "total_loss": 1.0806398453423753} {"data_time": 0.012151784001616761, "eta_seconds": 47770.5921837351, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.37243191591017677, "fast_rcnn/fg_cls_accuracy": 0.6104266826923077, "iteration": 185279, "loss_box_reg": 0.22194225527346134, "loss_cls": 0.21434059087187052, "loss_mask": 0.2484491290524602, "loss_rpn_cls": 0.03789200265600812, "loss_rpn_loc": 0.07392813183832914, "loss_sem_seg": 0.3027284601703286, "lr": 0.02, "mask_rcnn/accuracy": 0.8866928230258668, "mask_rcnn/false_negative": 0.09704115476025532, "mask_rcnn/false_positive": 0.12544051050656158, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5737790750063141, "total_loss": 1.1250668562352075} {"data_time": 0.013041378995694686, "eta_seconds": 47788.019138720105, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.33114035087719296, "fast_rcnn/fg_cls_accuracy": 0.5931104356636272, "iteration": 185299, "loss_box_reg": 0.23449440218973905, "loss_cls": 0.22398784011602402, "loss_mask": 0.24625890515744686, "loss_rpn_cls": 0.04159707033250015, "loss_rpn_loc": 0.06916807329980657, "loss_sem_seg": 0.2942101629450917, "lr": 0.02, "mask_rcnn/accuracy": 0.8985680395010472, "mask_rcnn/false_negative": 0.0876920167878848, "mask_rcnn/false_positive": 0.11702413756431215, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5705591185032972, "total_loss": 1.1392094401380746} {"data_time": 0.012081521999789402, "eta_seconds": 47748.03787385503, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.310832791151594, "fast_rcnn/fg_cls_accuracy": 0.592377495462795, "iteration": 185319, "loss_box_reg": 0.2240306839812547, "loss_cls": 0.20376183022744954, "loss_mask": 0.24768267991021276, "loss_rpn_cls": 0.043589960958343, "loss_rpn_loc": 0.07081764686154202, "loss_sem_seg": 0.3183960937894881, "lr": 0.02, "mask_rcnn/accuracy": 0.8847816014160766, "mask_rcnn/false_negative": 0.0999735975736605, "mask_rcnn/false_positive": 0.12793944245601746, "roi_head/num_bg_samples": 431.75, "roi_head/num_fg_samples": 80.25, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.5571598055030336, "total_loss": 1.1054872376553249} {"data_time": 0.01285524149716366, "eta_seconds": 47753.0855611214, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.32785087719298245, "fast_rcnn/fg_cls_accuracy": 0.6285903250188964, "iteration": 185339, "loss_box_reg": 0.22947839368134737, "loss_cls": 0.21316564735025167, "loss_mask": 0.24066709214821458, "loss_rpn_cls": 0.04091514117317274, "loss_rpn_loc": 0.07964661618461832, "loss_sem_seg": 0.3056018711067736, "lr": 0.02, "mask_rcnn/accuracy": 0.910245601542074, "mask_rcnn/false_negative": 0.08066890696670484, "mask_rcnn/false_positive": 0.09681148287674618, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5881587949916138, "total_loss": 1.2022535691576195} {"data_time": 0.012179764504253399, "eta_seconds": 47729.643880628595, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.2475806451612903, "fast_rcnn/fg_cls_accuracy": 0.6930565329580107, "iteration": 185359, "loss_box_reg": 0.2444747295230627, "loss_cls": 0.20856436621397734, "loss_mask": 0.24592650961130857, "loss_rpn_cls": 0.04316058786935173, "loss_rpn_loc": 0.07574930135160685, "loss_sem_seg": 0.33551387081388384, "lr": 0.02, "mask_rcnn/accuracy": 0.9030671888571097, "mask_rcnn/false_negative": 0.08363865006214988, "mask_rcnn/false_positive": 0.10655502888792026, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.5731585275061661, "total_loss": 1.159939625285915} {"data_time": 0.011918434000108391, "eta_seconds": 47742.883407960166, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.34844312050359716, "fast_rcnn/fg_cls_accuracy": 0.6228559176672384, "iteration": 185379, "loss_box_reg": 0.23159054783172905, "loss_cls": 0.2173968660645187, "loss_mask": 0.24499836331233382, "loss_rpn_cls": 0.04114158306038007, "loss_rpn_loc": 0.07623381647863425, "loss_sem_seg": 0.34937767731025815, "lr": 0.02, "mask_rcnn/accuracy": 0.8874632397150779, "mask_rcnn/false_negative": 0.0992184913205349, "mask_rcnn/false_positive": 0.11699241098319121, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.5842852599962498, "total_loss": 1.1489611515135039} {"data_time": 0.012099346000468358, "eta_seconds": 47712.35693594237, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.3410895739048757, "fast_rcnn/fg_cls_accuracy": 0.6385594049716187, "iteration": 185399, "loss_box_reg": 0.22919280966743827, "loss_cls": 0.21238943887874484, "loss_mask": 0.25620394479483366, "loss_rpn_cls": 0.04684516091947444, "loss_rpn_loc": 0.08068234310485423, "loss_sem_seg": 0.29995093774050474, "lr": 0.02, "mask_rcnn/accuracy": 0.8786700685382326, "mask_rcnn/false_negative": 0.0978043705627475, "mask_rcnn/false_positive": 0.13851713526752543, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.5633929225004977, "total_loss": 1.1358314404496923} {"data_time": 0.012643895504879765, "eta_seconds": 47695.80946665856, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.28509852216748766, "fast_rcnn/fg_cls_accuracy": 0.6522988505747127, "iteration": 185419, "loss_box_reg": 0.20995196513831615, "loss_cls": 0.19037196412682533, "loss_mask": 0.22653061151504517, "loss_rpn_cls": 0.036202739021973684, "loss_rpn_loc": 0.07144023693399504, "loss_sem_seg": 0.28708097944036126, "lr": 0.02, "mask_rcnn/accuracy": 0.90843489288519, "mask_rcnn/false_negative": 0.07752363076059446, "mask_rcnn/false_positive": 0.1098929606932561, "roi_head/num_bg_samples": 468.25, "roi_head/num_fg_samples": 43.75, "rpn/num_neg_anchors": 241.0, "rpn/num_pos_anchors": 15.0, "time": 0.551013909993344, "total_loss": 1.01556112489925} {"data_time": 0.012865622498793527, "eta_seconds": 47696.680503820964, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.35753540477700274, "fast_rcnn/fg_cls_accuracy": 0.5866881842369258, "iteration": 185439, "loss_box_reg": 0.23505624290555716, "loss_cls": 0.20177086116746068, "loss_mask": 0.24817748833447695, "loss_rpn_cls": 0.03656880496419035, "loss_rpn_loc": 0.07804122380912304, "loss_sem_seg": 0.3014998221769929, "lr": 0.02, "mask_rcnn/accuracy": 0.8813233239174718, "mask_rcnn/false_negative": 0.11005338801790479, "mask_rcnn/false_positive": 0.10193805832636213, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5728884650015971, "total_loss": 1.1026885687897447} {"data_time": 0.012903048496809788, "eta_seconds": 47723.879299981476, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.26480105465004794, "fast_rcnn/fg_cls_accuracy": 0.6547619047619048, "iteration": 185459, "loss_box_reg": 0.21510838670656085, "loss_cls": 0.20134928170591593, "loss_mask": 0.2532257605344057, "loss_rpn_cls": 0.03732395760016516, "loss_rpn_loc": 0.06980102078523487, "loss_sem_seg": 0.2875592752825469, "lr": 0.02, "mask_rcnn/accuracy": 0.8907396491674331, "mask_rcnn/false_negative": 0.1055953327378853, "mask_rcnn/false_positive": 0.10108048672945681, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5719775024990668, "total_loss": 1.0821435161633417} {"data_time": 0.012309343997912947, "eta_seconds": 47720.31309520425, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.265881708652793, "fast_rcnn/fg_cls_accuracy": 0.7206152433425161, "iteration": 185479, "loss_box_reg": 0.23806596407666802, "loss_cls": 0.2228402621112764, "loss_mask": 0.25495635834522545, "loss_rpn_cls": 0.04282957472605631, "loss_rpn_loc": 0.07635256147477776, "loss_sem_seg": 0.28447641571983695, "lr": 0.02, "mask_rcnn/accuracy": 0.8928003866640997, "mask_rcnn/false_negative": 0.09332860947341208, "mask_rcnn/false_positive": 0.10554320997809731, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5665261600006488, "total_loss": 1.1485511464998126} {"data_time": 0.012344891503744293, "eta_seconds": 47669.41173111515, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.2891035963499732, "fast_rcnn/fg_cls_accuracy": 0.6263331394221447, "iteration": 185499, "loss_box_reg": 0.22949722921475768, "loss_cls": 0.21237645531073213, "loss_mask": 0.25454501435160637, "loss_rpn_cls": 0.04478050512261689, "loss_rpn_loc": 0.08155437547247857, "loss_sem_seg": 0.3086170507594943, "lr": 0.02, "mask_rcnn/accuracy": 0.8877178580643577, "mask_rcnn/false_negative": 0.10438716213895549, "mask_rcnn/false_positive": 0.12028546620211619, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.5603058015040006, "total_loss": 1.137982411426492} {"data_time": 0.012265351993846707, "eta_seconds": 47644.68063386186, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.3499312005503956, "fast_rcnn/fg_cls_accuracy": 0.6066176470588236, "iteration": 185519, "loss_box_reg": 0.22391496854834259, "loss_cls": 0.21156147809233516, "loss_mask": 0.2580859400331974, "loss_rpn_cls": 0.04891121661057696, "loss_rpn_loc": 0.07534135918831453, "loss_sem_seg": 0.28246226720511913, "lr": 0.02, "mask_rcnn/accuracy": 0.8912838543022439, "mask_rcnn/false_negative": 0.08292011871130658, "mask_rcnn/false_positive": 0.11869654337564554, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5551073594979243, "total_loss": 1.114234887121711} {"data_time": 0.012229204505274538, "eta_seconds": 47633.40125018178, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.28919860627177696, "fast_rcnn/fg_cls_accuracy": 0.6666951469583049, "iteration": 185539, "loss_box_reg": 0.21524336747825146, "loss_cls": 0.2068912577815354, "loss_mask": 0.25586394499987364, "loss_rpn_cls": 0.04436110618553357, "loss_rpn_loc": 0.06438367484952323, "loss_sem_seg": 0.30777881760150194, "lr": 0.02, "mask_rcnn/accuracy": 0.9035295176184509, "mask_rcnn/false_negative": 0.08883636900658733, "mask_rcnn/false_positive": 0.11038575257135723, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5615499229970737, "total_loss": 1.1201436872361228} {"data_time": 0.011504087000503205, "eta_seconds": 47667.42872653193, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.4047846889952153, "fast_rcnn/fg_cls_accuracy": 0.5821462043111527, "iteration": 185559, "loss_box_reg": 0.238238021498546, "loss_cls": 0.20447937212884426, "loss_mask": 0.24923580791801214, "loss_rpn_cls": 0.041600738652050495, "loss_rpn_loc": 0.08506708650384098, "loss_sem_seg": 0.31050207489170134, "lr": 0.02, "mask_rcnn/accuracy": 0.8767213964325888, "mask_rcnn/false_negative": 0.10185233171762234, "mask_rcnn/false_positive": 0.1279829652266538, "roi_head/num_bg_samples": 430.0, "roi_head/num_fg_samples": 82.0, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.5755608944964479, "total_loss": 1.1416935224697227} {"data_time": 0.012677196995355189, "eta_seconds": 47677.5784223015, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.29198837314924153, "fast_rcnn/fg_cls_accuracy": 0.6191509561915096, "iteration": 185579, "loss_box_reg": 0.2082916470244527, "loss_cls": 0.18314548954367638, "loss_mask": 0.24617682304233313, "loss_rpn_cls": 0.0369669838109985, "loss_rpn_loc": 0.0703593657235615, "loss_sem_seg": 0.27775792265310884, "lr": 0.02, "mask_rcnn/accuracy": 0.8960456611734625, "mask_rcnn/false_negative": 0.10691348987106197, "mask_rcnn/false_positive": 0.11475840493159188, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.5768274634974659, "total_loss": 1.0225311006361153} {"data_time": 0.011872416005644482, "eta_seconds": 47702.76437929898, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.3203886129881408, "fast_rcnn/fg_cls_accuracy": 0.645959595959596, "iteration": 185599, "loss_box_reg": 0.22546689119189978, "loss_cls": 0.19298254512250423, "loss_mask": 0.24612998310476542, "loss_rpn_cls": 0.0403210538206622, "loss_rpn_loc": 0.06728608935372904, "loss_sem_seg": 0.29078663419932127, "lr": 0.02, "mask_rcnn/accuracy": 0.8958492965017222, "mask_rcnn/false_negative": 0.10040763539846309, "mask_rcnn/false_positive": 0.11551290639897152, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.5748014159980812, "total_loss": 1.1138293466938194} {"data_time": 0.014642077003372833, "eta_seconds": 47706.364757056974, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.2590837647928994, "fast_rcnn/fg_cls_accuracy": 0.6993336397058824, "iteration": 185619, "loss_box_reg": 0.2342181196436286, "loss_cls": 0.19931315770372748, "loss_mask": 0.2471379991620779, "loss_rpn_cls": 0.040080530918203294, "loss_rpn_loc": 0.08085212809965014, "loss_sem_seg": 0.29264595499262214, "lr": 0.02, "mask_rcnn/accuracy": 0.8965185506262405, "mask_rcnn/false_negative": 0.07832137265869045, "mask_rcnn/false_positive": 0.11544739619361524, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.56729158849339, "total_loss": 1.117899765551556} {"data_time": 0.01259352299530292, "eta_seconds": 47705.8718749919, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.2520491803278688, "fast_rcnn/fg_cls_accuracy": 0.6875242154203798, "iteration": 185639, "loss_box_reg": 0.23657784052193165, "loss_cls": 0.20898653008043766, "loss_mask": 0.24256007885560393, "loss_rpn_cls": 0.042470506450627, "loss_rpn_loc": 0.08798797719646245, "loss_sem_seg": 0.28844715980812907, "lr": 0.02, "mask_rcnn/accuracy": 0.9119489106031, "mask_rcnn/false_negative": 0.08806298030745194, "mask_rcnn/false_positive": 0.09142108741766716, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5620909784993273, "total_loss": 1.097089779592352} {"data_time": 0.012471041998651344, "eta_seconds": 47694.561939861924, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.30433581883457606, "fast_rcnn/fg_cls_accuracy": 0.6861538461538461, "iteration": 185659, "loss_box_reg": 0.22309164283797145, "loss_cls": 0.19233897840604186, "loss_mask": 0.2503857729025185, "loss_rpn_cls": 0.0418338152958313, "loss_rpn_loc": 0.0713311645668, "loss_sem_seg": 0.29639916867017746, "lr": 0.02, "mask_rcnn/accuracy": 0.8879897292053033, "mask_rcnn/false_negative": 0.09203560517585702, "mask_rcnn/false_positive": 0.1328922230440273, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5735081149978214, "total_loss": 1.1219214864540845} {"data_time": 0.01222271299775457, "eta_seconds": 47683.25200473195, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.28545624832753547, "fast_rcnn/fg_cls_accuracy": 0.694015444015444, "iteration": 185679, "loss_box_reg": 0.2154775084927678, "loss_cls": 0.18483469262719154, "loss_mask": 0.23748160991817713, "loss_rpn_cls": 0.032157168454432394, "loss_rpn_loc": 0.05805848870659247, "loss_sem_seg": 0.2985245422460139, "lr": 0.02, "mask_rcnn/accuracy": 0.9083444439961462, "mask_rcnn/false_negative": 0.09597837694850045, "mask_rcnn/false_positive": 0.09869834239630923, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5602255549893016, "total_loss": 1.0432789039041381} {"data_time": 0.01252278850734001, "eta_seconds": 47671.94206960197, "fast_rcnn/cls_accuracy": 0.91357421875, "fast_rcnn/false_negative": 0.2982561965343277, "fast_rcnn/fg_cls_accuracy": 0.6208298648908241, "iteration": 185699, "loss_box_reg": 0.22270787879824638, "loss_cls": 0.19974004570394754, "loss_mask": 0.24878481216728687, "loss_rpn_cls": 0.04108591088152025, "loss_rpn_loc": 0.08159834361867979, "loss_sem_seg": 0.2983470968902111, "lr": 0.02, "mask_rcnn/accuracy": 0.8847412224279125, "mask_rcnn/false_negative": 0.09770938958707645, "mask_rcnn/false_positive": 0.12748228404958356, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5810669844941003, "total_loss": 1.1058673632360296} {"data_time": 0.012153917508840095, "eta_seconds": 47644.807449841246, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.36530557240078165, "fast_rcnn/fg_cls_accuracy": 0.5788398692810457, "iteration": 185719, "loss_box_reg": 0.23651522444561124, "loss_cls": 0.20937226829119027, "loss_mask": 0.24115921324118972, "loss_rpn_cls": 0.035672756403073436, "loss_rpn_loc": 0.06912313985230867, "loss_sem_seg": 0.34931163024157286, "lr": 0.02, "mask_rcnn/accuracy": 0.8934507258587703, "mask_rcnn/false_negative": 0.08726586818512544, "mask_rcnn/false_positive": 0.11714064968225629, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5774838025026838, "total_loss": 1.098292449634755} {"data_time": 0.013192301499657333, "eta_seconds": 47654.859453365316, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.3585824275362319, "fast_rcnn/fg_cls_accuracy": 0.6276041666666667, "iteration": 185739, "loss_box_reg": 0.2523111440241337, "loss_cls": 0.21978997066617012, "loss_mask": 0.24758317274972796, "loss_rpn_cls": 0.04224838112713769, "loss_rpn_loc": 0.07810398133005947, "loss_sem_seg": 0.2943599387072027, "lr": 0.02, "mask_rcnn/accuracy": 0.9024965638448059, "mask_rcnn/false_negative": 0.0891558414815865, "mask_rcnn/false_positive": 0.11367140578765353, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.5831788424984552, "total_loss": 1.1368685136403656} {"data_time": 0.011671883003145922, "eta_seconds": 47631.27142630421, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.3368055555555556, "fast_rcnn/fg_cls_accuracy": 0.6173780487804879, "iteration": 185759, "loss_box_reg": 0.211249859072268, "loss_cls": 0.1917709233239293, "loss_mask": 0.24058129684999585, "loss_rpn_cls": 0.04538279530243017, "loss_rpn_loc": 0.07434314116835594, "loss_sem_seg": 0.2834456991404295, "lr": 0.02, "mask_rcnn/accuracy": 0.89358935332062, "mask_rcnn/false_negative": 0.09912885678764917, "mask_rcnn/false_positive": 0.1092953448675971, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.569653220998589, "total_loss": 1.0647237848024815} {"data_time": 0.012266340490896255, "eta_seconds": 47638.23391037233, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.3796645220588235, "fast_rcnn/fg_cls_accuracy": 0.5935779816513762, "iteration": 185779, "loss_box_reg": 0.22996216733008623, "loss_cls": 0.21924516465514898, "loss_mask": 0.24607015028595924, "loss_rpn_cls": 0.03274636830610689, "loss_rpn_loc": 0.0615906358580105, "loss_sem_seg": 0.271873711142689, "lr": 0.02, "mask_rcnn/accuracy": 0.8956299528912502, "mask_rcnn/false_negative": 0.08998208050008491, "mask_rcnn/false_positive": 0.12746149515257457, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 234.25, "rpn/num_pos_anchors": 21.75, "time": 0.5659412320019328, "total_loss": 1.076658909500111} {"data_time": 0.013088505002087913, "eta_seconds": 47626.921236832386, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.2918498168498168, "fast_rcnn/fg_cls_accuracy": 0.6649276918945874, "iteration": 185799, "loss_box_reg": 0.22108945436775684, "loss_cls": 0.20919213630259037, "loss_mask": 0.25277362996712327, "loss_rpn_cls": 0.04397930024424568, "loss_rpn_loc": 0.07344498013844714, "loss_sem_seg": 0.2890956406481564, "lr": 0.02, "mask_rcnn/accuracy": 0.8889429817728618, "mask_rcnn/false_negative": 0.09603770725204593, "mask_rcnn/false_positive": 0.12458161199247217, "roi_head/num_bg_samples": 457.5, "roi_head/num_fg_samples": 54.5, "rpn/num_neg_anchors": 235.75, "rpn/num_pos_anchors": 20.25, "time": 0.5612801984971156, "total_loss": 1.120939340631594} {"data_time": 0.012360892505967058, "eta_seconds": 47633.68984265731, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.34895220155403817, "fast_rcnn/fg_cls_accuracy": 0.6312691311514009, "iteration": 185819, "loss_box_reg": 0.23015573620796204, "loss_cls": 0.18865035625640303, "loss_mask": 0.248802840244025, "loss_rpn_cls": 0.036793164545088075, "loss_rpn_loc": 0.0664464765577577, "loss_sem_seg": 0.2849912061356008, "lr": 0.02, "mask_rcnn/accuracy": 0.8763262994601313, "mask_rcnn/false_negative": 0.10424318976700404, "mask_rcnn/false_positive": 0.12127848590727183, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5657635884999763, "total_loss": 1.0680883610912133} {"data_time": 0.012544297511340119, "eta_seconds": 47598.30320616511, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.3477828594153907, "fast_rcnn/fg_cls_accuracy": 0.5930005577244841, "iteration": 185839, "loss_box_reg": 0.22748669516295195, "loss_cls": 0.2162889593746513, "loss_mask": 0.24946170393377542, "loss_rpn_cls": 0.03827441613248084, "loss_rpn_loc": 0.06255901011172682, "loss_sem_seg": 0.30791823426261544, "lr": 0.02, "mask_rcnn/accuracy": 0.8735874359934191, "mask_rcnn/false_negative": 0.1082725381863894, "mask_rcnn/false_positive": 0.12412253981689805, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5597396349985502, "total_loss": 1.1227329530229326} {"data_time": 0.012762663500325289, "eta_seconds": 47599.72101726455, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.29085665456099125, "fast_rcnn/fg_cls_accuracy": 0.6834301743137647, "iteration": 185859, "loss_box_reg": 0.24638646328821778, "loss_cls": 0.2153996848501265, "loss_mask": 0.2518301596865058, "loss_rpn_cls": 0.04006589799246285, "loss_rpn_loc": 0.07696671097073704, "loss_sem_seg": 0.29390857787802815, "lr": 0.02, "mask_rcnn/accuracy": 0.8940544426475947, "mask_rcnn/false_negative": 0.07463975556855428, "mask_rcnn/false_positive": 0.1472295790918963, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5710428620004677, "total_loss": 1.1790976813499583} {"data_time": 0.011394330998882651, "eta_seconds": 47633.53488264959, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.33361035779896775, "fast_rcnn/fg_cls_accuracy": 0.5906693711967546, "iteration": 185879, "loss_box_reg": 0.22125920723192394, "loss_cls": 0.19859032379463315, "loss_mask": 0.24855817761272192, "loss_rpn_cls": 0.033827779174316674, "loss_rpn_loc": 0.060906744009116665, "loss_sem_seg": 0.2903862502425909, "lr": 0.02, "mask_rcnn/accuracy": 0.9000446978029841, "mask_rcnn/false_negative": 0.08846469197458731, "mask_rcnn/false_positive": 0.11181926587320609, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5668956129957223, "total_loss": 1.0735949879162945} {"data_time": 0.01158597649919102, "eta_seconds": 47574.402580387214, "fast_rcnn/cls_accuracy": 0.91357421875, "fast_rcnn/false_negative": 0.40686813186813187, "fast_rcnn/fg_cls_accuracy": 0.5303308823529411, "iteration": 185899, "loss_box_reg": 0.2323445351794362, "loss_cls": 0.21329739759676158, "loss_mask": 0.25600455794483423, "loss_rpn_cls": 0.057074460317380726, "loss_rpn_loc": 0.09593651618342847, "loss_sem_seg": 0.3080376489087939, "lr": 0.02, "mask_rcnn/accuracy": 0.8777760545905707, "mask_rcnn/false_negative": 0.10527218630904714, "mask_rcnn/false_positive": 0.12769430764034312, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 203.75, "rpn/num_pos_anchors": 52.25, "time": 0.5608804220100865, "total_loss": 1.1861710789962672} {"data_time": 0.013601703001768328, "eta_seconds": 47563.08894497732, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.3583860456200882, "fast_rcnn/fg_cls_accuracy": 0.6000816368182049, "iteration": 185919, "loss_box_reg": 0.23215927020646632, "loss_cls": 0.2073690075194463, "loss_mask": 0.24568598391488194, "loss_rpn_cls": 0.04471305329934694, "loss_rpn_loc": 0.07948182028485462, "loss_sem_seg": 0.2937266454100609, "lr": 0.02, "mask_rcnn/accuracy": 0.8934343797399199, "mask_rcnn/false_negative": 0.095242175818334, "mask_rcnn/false_positive": 0.13536154527924227, "roi_head/num_bg_samples": 433.0, "roi_head/num_fg_samples": 79.0, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5750279380008578, "total_loss": 1.1479978015995584} {"data_time": 0.012296551998588257, "eta_seconds": 47551.77530956742, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.3117408906882591, "fast_rcnn/fg_cls_accuracy": 0.6780460008288438, "iteration": 185939, "loss_box_reg": 0.20677207899279892, "loss_cls": 0.20028538955375552, "loss_mask": 0.2408217964693904, "loss_rpn_cls": 0.03740562865277752, "loss_rpn_loc": 0.07752473122673109, "loss_sem_seg": 0.28401704924181104, "lr": 0.02, "mask_rcnn/accuracy": 0.9180828852193776, "mask_rcnn/false_negative": 0.077472955608067, "mask_rcnn/false_positive": 0.09068479140252861, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5627487790043233, "total_loss": 1.1110667573193496} {"data_time": 0.012818348499422427, "eta_seconds": 47558.849004773685, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.26015191352614664, "fast_rcnn/fg_cls_accuracy": 0.6844629467328853, "iteration": 185959, "loss_box_reg": 0.19924955535680056, "loss_cls": 0.1877796370536089, "loss_mask": 0.23522998485714197, "loss_rpn_cls": 0.030252065567765385, "loss_rpn_loc": 0.06115765526192263, "loss_sem_seg": 0.272172287106514, "lr": 0.02, "mask_rcnn/accuracy": 0.9000124051190062, "mask_rcnn/false_negative": 0.10174135874009924, "mask_rcnn/false_positive": 0.11119330411619863, "roi_head/num_bg_samples": 457.5, "roi_head/num_fg_samples": 54.5, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5707896029998665, "total_loss": 0.9935235265656956} {"data_time": 0.012729304500680882, "eta_seconds": 47547.530993563734, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.3798482510288066, "fast_rcnn/fg_cls_accuracy": 0.6021816606611927, "iteration": 185979, "loss_box_reg": 0.22906215209513903, "loss_cls": 0.20226365188136697, "loss_mask": 0.25708674918860197, "loss_rpn_cls": 0.03710384346777573, "loss_rpn_loc": 0.08544781310774852, "loss_sem_seg": 0.2920329626649618, "lr": 0.02, "mask_rcnn/accuracy": 0.8843479404418042, "mask_rcnn/false_negative": 0.1014176218764777, "mask_rcnn/false_positive": 0.10931882060799324, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5623397694944288, "total_loss": 1.1030791076627793} {"data_time": 0.01245204499718966, "eta_seconds": 47511.06010076693, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.2926047529706066, "fast_rcnn/fg_cls_accuracy": 0.6875635162601625, "iteration": 185999, "loss_box_reg": 0.2284809248521924, "loss_cls": 0.2085411879234016, "loss_mask": 0.23919640481472015, "loss_rpn_cls": 0.03717373515246436, "loss_rpn_loc": 0.06518201096332632, "loss_sem_seg": 0.3000637637451291, "lr": 0.02, "mask_rcnn/accuracy": 0.8931902133063047, "mask_rcnn/false_negative": 0.09766998064464227, "mask_rcnn/false_positive": 0.10117236765546345, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5582843869997305, "total_loss": 1.0943816112558125} {"data_time": 0.012227805498696398, "eta_seconds": 47524.89497114383, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.3059151785714286, "fast_rcnn/fg_cls_accuracy": 0.6260593220338984, "iteration": 186019, "loss_box_reg": 0.20810913073364645, "loss_cls": 0.1831544367596507, "loss_mask": 0.24394374899566174, "loss_rpn_cls": 0.03440154322015587, "loss_rpn_loc": 0.06391431839438155, "loss_sem_seg": 0.29849951481446624, "lr": 0.02, "mask_rcnn/accuracy": 0.9017545619170138, "mask_rcnn/false_negative": 0.08760353494131806, "mask_rcnn/false_positive": 0.11138635325990914, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.576389845504309, "total_loss": 1.0795508891460486} {"data_time": 0.011985653996816836, "eta_seconds": 47513.57695993388, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.28075396825396826, "fast_rcnn/fg_cls_accuracy": 0.6825132978723405, "iteration": 186039, "loss_box_reg": 0.21495342534035444, "loss_cls": 0.19517884543165565, "loss_mask": 0.2621240201406181, "loss_rpn_cls": 0.03297158954956103, "loss_rpn_loc": 0.07017980527598411, "loss_sem_seg": 0.31927888793870807, "lr": 0.02, "mask_rcnn/accuracy": 0.8934298085855564, "mask_rcnn/false_negative": 0.08984867196174351, "mask_rcnn/false_positive": 0.12002504043148614, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5644888929964509, "total_loss": 1.1119243367138552} {"data_time": 0.012237770999490749, "eta_seconds": 47544.183616896764, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.37631801739398135, "fast_rcnn/fg_cls_accuracy": 0.5624899598393573, "iteration": 186059, "loss_box_reg": 0.22551357210613787, "loss_cls": 0.21362294675782323, "loss_mask": 0.2525826133787632, "loss_rpn_cls": 0.039327548001892865, "loss_rpn_loc": 0.07142254477366805, "loss_sem_seg": 0.33149096742272377, "lr": 0.02, "mask_rcnn/accuracy": 0.9041680166384736, "mask_rcnn/false_negative": 0.0935474404383439, "mask_rcnn/false_positive": 0.10342433917992397, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5629368884983705, "total_loss": 1.14116356841987} {"data_time": 0.013058160999207757, "eta_seconds": 47540.7571564351, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.2907066052227343, "fast_rcnn/fg_cls_accuracy": 0.6602912589371026, "iteration": 186079, "loss_box_reg": 0.24842074536718428, "loss_cls": 0.223914242698811, "loss_mask": 0.2528165578842163, "loss_rpn_cls": 0.05126523459330201, "loss_rpn_loc": 0.08918572636321187, "loss_sem_seg": 0.3278373181819916, "lr": 0.02, "mask_rcnn/accuracy": 0.8919965163484749, "mask_rcnn/false_negative": 0.09829592044431842, "mask_rcnn/false_positive": 0.10217000662422795, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5746843839951907, "total_loss": 1.2191701190458843} {"data_time": 0.012613628998224158, "eta_seconds": 47529.42727305515, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.33615202764138935, "fast_rcnn/fg_cls_accuracy": 0.5722572509457755, "iteration": 186099, "loss_box_reg": 0.226867321645841, "loss_cls": 0.20760874403640628, "loss_mask": 0.2545276219025254, "loss_rpn_cls": 0.045862873434089124, "loss_rpn_loc": 0.08441446267534047, "loss_sem_seg": 0.3241196619346738, "lr": 0.02, "mask_rcnn/accuracy": 0.9011957047178223, "mask_rcnn/false_negative": 0.08104442873171, "mask_rcnn/false_positive": 0.12553590114170934, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5664474029981648, "total_loss": 1.1794509214814752} {"data_time": 0.012268675993254874, "eta_seconds": 47518.31757714588, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.2899774774774775, "fast_rcnn/fg_cls_accuracy": 0.6752290059112855, "iteration": 186119, "loss_box_reg": 0.24059805367141962, "loss_cls": 0.19941766606643796, "loss_mask": 0.25795289780944586, "loss_rpn_cls": 0.04815542307915166, "loss_rpn_loc": 0.08844371236045845, "loss_sem_seg": 0.3119537844322622, "lr": 0.02, "mask_rcnn/accuracy": 0.90075979409621, "mask_rcnn/false_negative": 0.09221600875027583, "mask_rcnn/false_positive": 0.10424564303712795, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5711005404955358, "total_loss": 1.1568639014149085} {"data_time": 0.01247649150172947, "eta_seconds": 47519.595136047785, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.37032019704433494, "fast_rcnn/fg_cls_accuracy": 0.5798450889914304, "iteration": 186139, "loss_box_reg": 0.2253864868544042, "loss_cls": 0.19895980320870876, "loss_mask": 0.24953421344980597, "loss_rpn_cls": 0.03791396805536351, "loss_rpn_loc": 0.07816708899918012, "loss_sem_seg": 0.2965717948973179, "lr": 0.02, "mask_rcnn/accuracy": 0.895291293346607, "mask_rcnn/false_negative": 0.08364000738319308, "mask_rcnn/false_positive": 0.13373946520407948, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 207.5, "rpn/num_pos_anchors": 48.5, "time": 0.5540451915003359, "total_loss": 1.0329030595967197} {"data_time": 0.013067557498288807, "eta_seconds": 47536.02190672462, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.29999303232998886, "fast_rcnn/fg_cls_accuracy": 0.6994893693263258, "iteration": 186159, "loss_box_reg": 0.23108428460545838, "loss_cls": 0.2054779576137662, "loss_mask": 0.26524497475475073, "loss_rpn_cls": 0.03615585746592842, "loss_rpn_loc": 0.07834498886950314, "loss_sem_seg": 0.3143738215439953, "lr": 0.02, "mask_rcnn/accuracy": 0.8792315417546329, "mask_rcnn/false_negative": 0.09109684172938305, "mask_rcnn/false_positive": 0.13119394340239787, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5754029450108646, "total_loss": 1.1704060942865908} {"data_time": 0.011975103501754347, "eta_seconds": 47536.26527335529, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.33760257263251275, "fast_rcnn/fg_cls_accuracy": 0.6055555555555556, "iteration": 186179, "loss_box_reg": 0.23400039412081242, "loss_cls": 0.20392839121632278, "loss_mask": 0.25190428365021944, "loss_rpn_cls": 0.03832666348898783, "loss_rpn_loc": 0.07282747703720815, "loss_sem_seg": 0.2959803924895823, "lr": 0.02, "mask_rcnn/accuracy": 0.8832782846803494, "mask_rcnn/false_negative": 0.10288757018835193, "mask_rcnn/false_positive": 0.11807522425748707, "roi_head/num_bg_samples": 432.5, "roi_head/num_fg_samples": 79.5, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.5576762374985265, "total_loss": 1.1447705018945271} {"data_time": 0.012973553501069546, "eta_seconds": 47528.84784812833, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.30178374980355177, "fast_rcnn/fg_cls_accuracy": 0.6476489967056005, "iteration": 186199, "loss_box_reg": 0.23680682014673948, "loss_cls": 0.20117073762230575, "loss_mask": 0.2662455542013049, "loss_rpn_cls": 0.04648021224420518, "loss_rpn_loc": 0.09205849445424974, "loss_sem_seg": 0.30308605800382793, "lr": 0.02, "mask_rcnn/accuracy": 0.8866042357846728, "mask_rcnn/false_negative": 0.09870773869657809, "mask_rcnn/false_positive": 0.12459291938354355, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5608365395019064, "total_loss": 1.1330618666106602} {"data_time": 0.01224886899581179, "eta_seconds": 47551.613629503336, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.3053016726403823, "fast_rcnn/fg_cls_accuracy": 0.6914725209080048, "iteration": 186219, "loss_box_reg": 0.2059948956593871, "loss_cls": 0.1942246991675347, "loss_mask": 0.24608080834150314, "loss_rpn_cls": 0.039421569352271035, "loss_rpn_loc": 0.07104396400973201, "loss_sem_seg": 0.3373996480368078, "lr": 0.02, "mask_rcnn/accuracy": 0.9004464522709865, "mask_rcnn/false_negative": 0.08809905701426841, "mask_rcnn/false_positive": 0.1149242509489814, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5686933784963912, "total_loss": 1.108433035784401} {"data_time": 0.012626565498067066, "eta_seconds": 47556.25253256292, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.31567028985507245, "fast_rcnn/fg_cls_accuracy": 0.6433586556169429, "iteration": 186239, "loss_box_reg": 0.21087099984288216, "loss_cls": 0.19195377547293901, "loss_mask": 0.24513211473822594, "loss_rpn_cls": 0.040064051405352075, "loss_rpn_loc": 0.07244747591903433, "loss_sem_seg": 0.3331971326842904, "lr": 0.02, "mask_rcnn/accuracy": 0.9027922916154414, "mask_rcnn/false_negative": 0.08076319192569825, "mask_rcnn/false_positive": 0.10901857774073159, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5682880189997377, "total_loss": 1.1325946688448312} {"data_time": 0.012565864992211573, "eta_seconds": 47544.89730697283, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.3128205128205128, "fast_rcnn/fg_cls_accuracy": 0.6871794871794872, "iteration": 186259, "loss_box_reg": 0.20817289222031832, "loss_cls": 0.1877257835585624, "loss_mask": 0.2615524707362056, "loss_rpn_cls": 0.037637114837707486, "loss_rpn_loc": 0.06508794205728918, "loss_sem_seg": 0.3455501399002969, "lr": 0.02, "mask_rcnn/accuracy": 0.8845174165680765, "mask_rcnn/false_negative": 0.1212316089556715, "mask_rcnn/false_positive": 0.12001493604904202, "roi_head/num_bg_samples": 457.5, "roi_head/num_fg_samples": 54.5, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5697264554983121, "total_loss": 1.12628026647144} {"data_time": 0.012049062002915889, "eta_seconds": 47539.46764413778, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.31786616161616166, "fast_rcnn/fg_cls_accuracy": 0.6547794117647059, "iteration": 186279, "loss_box_reg": 0.20895572006702423, "loss_cls": 0.19270272535504773, "loss_mask": 0.2528601223602891, "loss_rpn_cls": 0.041634882043581456, "loss_rpn_loc": 0.07934725243831053, "loss_sem_seg": 0.3298551798798144, "lr": 0.02, "mask_rcnn/accuracy": 0.885809289318772, "mask_rcnn/false_negative": 0.10121801123789106, "mask_rcnn/false_positive": 0.12649167113370446, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5709095219935989, "total_loss": 1.125304413610138} {"data_time": 0.012772497997502796, "eta_seconds": 47517.76388502955, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.28950068399452805, "fast_rcnn/fg_cls_accuracy": 0.6603295854433096, "iteration": 186299, "loss_box_reg": 0.2334504653699696, "loss_cls": 0.212342016864568, "loss_mask": 0.24247601768001914, "loss_rpn_cls": 0.04316569212824106, "loss_rpn_loc": 0.07426228036638349, "loss_sem_seg": 0.3203025674447417, "lr": 0.02, "mask_rcnn/accuracy": 0.8914299266892187, "mask_rcnn/false_negative": 0.08950113552873301, "mask_rcnn/false_positive": 0.13848552832426808, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5662223325052764, "total_loss": 1.1650314048747532} {"data_time": 0.013040822494076565, "eta_seconds": 47494.85659195365, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.32872459236095597, "fast_rcnn/fg_cls_accuracy": 0.6629409070087036, "iteration": 186319, "loss_box_reg": 0.21532610338181257, "loss_cls": 0.18245988874696195, "loss_mask": 0.2497214451432228, "loss_rpn_cls": 0.030389439954888076, "loss_rpn_loc": 0.06757108867896022, "loss_sem_seg": 0.3192492469679564, "lr": 0.02, "mask_rcnn/accuracy": 0.8889640603360422, "mask_rcnn/false_negative": 0.09771585795487031, "mask_rcnn/false_positive": 0.11084744570636737, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.557378316494578, "total_loss": 1.0790534531188314} {"data_time": 0.013036458505666815, "eta_seconds": 47439.69334126746, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.25182995495495497, "fast_rcnn/fg_cls_accuracy": 0.7069490895577852, "iteration": 186339, "loss_box_reg": 0.21927463193424046, "loss_cls": 0.19195263436995447, "loss_mask": 0.23640009947121143, "loss_rpn_cls": 0.04048129339935258, "loss_rpn_loc": 0.06366444447485264, "loss_sem_seg": 0.3125938472803682, "lr": 0.02, "mask_rcnn/accuracy": 0.9056446537912113, "mask_rcnn/false_negative": 0.09223965617371027, "mask_rcnn/false_positive": 0.09625281094926581, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5628091830003541, "total_loss": 1.0995716395555064} {"data_time": 0.012624324503121898, "eta_seconds": 47434.18431811491, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.26607722155079194, "fast_rcnn/fg_cls_accuracy": 0.7022514071294559, "iteration": 186359, "loss_box_reg": 0.2282384445425123, "loss_cls": 0.21216812613420188, "loss_mask": 0.24034525733441114, "loss_rpn_cls": 0.03676724820979871, "loss_rpn_loc": 0.07317467936081812, "loss_sem_seg": 0.2842677398584783, "lr": 0.02, "mask_rcnn/accuracy": 0.8969216003379635, "mask_rcnn/false_negative": 0.07474730702836155, "mask_rcnn/false_positive": 0.12018124018604545, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5791781890002312, "total_loss": 1.1038211331469938} {"data_time": 0.012809810999897309, "eta_seconds": 47411.28669579585, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.37056099801010256, "fast_rcnn/fg_cls_accuracy": 0.5934334165320805, "iteration": 186379, "loss_box_reg": 0.21951469779014587, "loss_cls": 0.19784589810296893, "loss_mask": 0.26337406039237976, "loss_rpn_cls": 0.038724928999727126, "loss_rpn_loc": 0.07759862160310149, "loss_sem_seg": 0.2800777906086296, "lr": 0.02, "mask_rcnn/accuracy": 0.8783534839002736, "mask_rcnn/false_negative": 0.0962997762216459, "mask_rcnn/false_positive": 0.13106696189385217, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5811299939960008, "total_loss": 1.0805413782800315} {"data_time": 0.01285061249654973, "eta_seconds": 47419.87936535378, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.32490808823529416, "fast_rcnn/fg_cls_accuracy": 0.5898320895522389, "iteration": 186399, "loss_box_reg": 0.22675087489187717, "loss_cls": 0.19892736664041877, "loss_mask": 0.2506304746493697, "loss_rpn_cls": 0.041553160175681114, "loss_rpn_loc": 0.07445268076844513, "loss_sem_seg": 0.30489349691197276, "lr": 0.02, "mask_rcnn/accuracy": 0.900352135236117, "mask_rcnn/false_negative": 0.10276588419976128, "mask_rcnn/false_positive": 0.12544650754557474, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5703116849981598, "total_loss": 1.105498430726584} {"data_time": 0.012152147508459166, "eta_seconds": 47408.53503230385, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.2517829457364341, "fast_rcnn/fg_cls_accuracy": 0.709423449612403, "iteration": 186419, "loss_box_reg": 0.2158498177304864, "loss_cls": 0.18520666053518653, "loss_mask": 0.2500290097668767, "loss_rpn_cls": 0.035893883439712226, "loss_rpn_loc": 0.08055216376669705, "loss_sem_seg": 0.297349700005725, "lr": 0.02, "mask_rcnn/accuracy": 0.9032844387755101, "mask_rcnn/false_negative": 0.08721812230982873, "mask_rcnn/false_positive": 0.10798215326007754, "roi_head/num_bg_samples": 457.25, "roi_head/num_fg_samples": 54.75, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5603103054891108, "total_loss": 1.0481110458058538} {"data_time": 0.01249804899271112, "eta_seconds": 47384.6703791308, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.34328358208955223, "fast_rcnn/fg_cls_accuracy": 0.6335664335664335, "iteration": 186439, "loss_box_reg": 0.2300866616424173, "loss_cls": 0.2202280992642045, "loss_mask": 0.2615524628199637, "loss_rpn_cls": 0.043509313371032476, "loss_rpn_loc": 0.08465015349793248, "loss_sem_seg": 0.30874287988990545, "lr": 0.02, "mask_rcnn/accuracy": 0.8848246533176896, "mask_rcnn/false_negative": 0.08702377249977772, "mask_rcnn/false_positive": 0.14638349660248806, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5713742309962981, "total_loss": 1.160630460595712} {"data_time": 0.012000124996120576, "eta_seconds": 47364.3480919865, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.3149442660117136, "fast_rcnn/fg_cls_accuracy": 0.6637206606780643, "iteration": 186459, "loss_box_reg": 0.2185879573225975, "loss_cls": 0.19969288958236575, "loss_mask": 0.25298706721514463, "loss_rpn_cls": 0.046487086394336075, "loss_rpn_loc": 0.08585782680893317, "loss_sem_seg": 0.29554790584370494, "lr": 0.02, "mask_rcnn/accuracy": 0.8997996199750973, "mask_rcnn/false_negative": 0.08026498697000163, "mask_rcnn/false_positive": 0.11030125360424524, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 234.25, "rpn/num_pos_anchors": 21.75, "time": 0.563286975491792, "total_loss": 1.1039053432759829} {"data_time": 0.01273824349482311, "eta_seconds": 47322.37745387438, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.29520697167755994, "fast_rcnn/fg_cls_accuracy": 0.6707191677251558, "iteration": 186479, "loss_box_reg": 0.21978177735581994, "loss_cls": 0.1930877675767988, "loss_mask": 0.22952898498624563, "loss_rpn_cls": 0.045305813295271946, "loss_rpn_loc": 0.0717880999436602, "loss_sem_seg": 0.2970569720491767, "lr": 0.02, "mask_rcnn/accuracy": 0.9027060733133221, "mask_rcnn/false_negative": 0.07930783631222643, "mask_rcnn/false_positive": 0.11424758522089257, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5564194859980489, "total_loss": 1.1032835554797202} {"data_time": 0.012785820006683934, "eta_seconds": 47352.543094762514, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.2865822283791807, "fast_rcnn/fg_cls_accuracy": 0.6465943339361061, "iteration": 186499, "loss_box_reg": 0.21977621037513018, "loss_cls": 0.2003708656411618, "loss_mask": 0.2541926596313715, "loss_rpn_cls": 0.036674692295491695, "loss_rpn_loc": 0.08277434777119197, "loss_sem_seg": 0.299900651210919, "lr": 0.02, "mask_rcnn/accuracy": 0.8998619509532209, "mask_rcnn/false_negative": 0.08449804532159166, "mask_rcnn/false_positive": 0.10760334389487408, "roi_head/num_bg_samples": 459.25, "roi_head/num_fg_samples": 52.75, "rpn/num_neg_anchors": 242.0, "rpn/num_pos_anchors": 14.0, "time": 0.5773906650065328, "total_loss": 1.1370357024279656} {"data_time": 0.01296541699412046, "eta_seconds": 47390.96169925711, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.33558390761780593, "fast_rcnn/fg_cls_accuracy": 0.6162974683544304, "iteration": 186519, "loss_box_reg": 0.2283461296465248, "loss_cls": 0.20990738226100802, "loss_mask": 0.2508905855938792, "loss_rpn_cls": 0.040764122328255326, "loss_rpn_loc": 0.07795960881048813, "loss_sem_seg": 0.28560662642121315, "lr": 0.02, "mask_rcnn/accuracy": 0.8972077365006739, "mask_rcnn/false_negative": 0.10107518233213825, "mask_rcnn/false_positive": 0.10469989102952024, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5678618184974766, "total_loss": 1.0948262077581603} {"data_time": 0.013053085487626959, "eta_seconds": 47379.607987227006, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.29147010686434965, "fast_rcnn/fg_cls_accuracy": 0.6151515151515151, "iteration": 186539, "loss_box_reg": 0.21950985211879015, "loss_cls": 0.19468053989112377, "loss_mask": 0.2488840101286769, "loss_rpn_cls": 0.0358517064305488, "loss_rpn_loc": 0.08076381572755054, "loss_sem_seg": 0.302904836833477, "lr": 0.02, "mask_rcnn/accuracy": 0.9042263808291602, "mask_rcnn/false_negative": 0.09153905369697529, "mask_rcnn/false_positive": 0.11463141902466707, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5670552915034932, "total_loss": 1.0854288882983383} {"data_time": 0.013680310003110208, "eta_seconds": 47332.82326540533, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3074141048824593, "fast_rcnn/fg_cls_accuracy": 0.6900348747093774, "iteration": 186559, "loss_box_reg": 0.22612731240224093, "loss_cls": 0.20086527662351727, "loss_mask": 0.2520514065399766, "loss_rpn_cls": 0.04037744479137473, "loss_rpn_loc": 0.07319023649324663, "loss_sem_seg": 0.3027145667001605, "lr": 0.02, "mask_rcnn/accuracy": 0.8896679502409204, "mask_rcnn/false_negative": 0.08449808018531477, "mask_rcnn/false_positive": 0.12412115154857736, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5689736184940557, "total_loss": 1.138917608812335} {"data_time": 0.012424844499037135, "eta_seconds": 47315.01129160768, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3228787878787879, "fast_rcnn/fg_cls_accuracy": 0.6323091247672252, "iteration": 186579, "loss_box_reg": 0.2375412757974118, "loss_cls": 0.21943689649924636, "loss_mask": 0.25863854866474867, "loss_rpn_cls": 0.04033504537073895, "loss_rpn_loc": 0.07979122901451774, "loss_sem_seg": 0.3083743368042633, "lr": 0.02, "mask_rcnn/accuracy": 0.8811713126616973, "mask_rcnn/false_negative": 0.0979665660101107, "mask_rcnn/false_positive": 0.11277934743560183, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5718850865014247, "total_loss": 1.1406263938260963} {"data_time": 0.012276617497263942, "eta_seconds": 47299.7524454275, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.2727921057227688, "fast_rcnn/fg_cls_accuracy": 0.5645323892809415, "iteration": 186599, "loss_box_reg": 0.2473162163514644, "loss_cls": 0.21554324869066477, "loss_mask": 0.24506499711424112, "loss_rpn_cls": 0.04008615799830295, "loss_rpn_loc": 0.07284151393105276, "loss_sem_seg": 0.2824713479494676, "lr": 0.02, "mask_rcnn/accuracy": 0.8970747177666487, "mask_rcnn/false_negative": 0.0899802103130764, "mask_rcnn/false_positive": 0.11744450945259077, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5754742865101434, "total_loss": 1.090361795766512} {"data_time": 0.012208779997308739, "eta_seconds": 47288.40971513759, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.29768031895614355, "fast_rcnn/fg_cls_accuracy": 0.6396652182500493, "iteration": 186619, "loss_box_reg": 0.23237911774776876, "loss_cls": 0.17948331823572516, "loss_mask": 0.2400354933924973, "loss_rpn_cls": 0.03938538739748765, "loss_rpn_loc": 0.08434308151481673, "loss_sem_seg": 0.31421769747976214, "lr": 0.02, "mask_rcnn/accuracy": 0.8848509183893338, "mask_rcnn/false_negative": 0.0995341537783652, "mask_rcnn/false_positive": 0.11975473458888855, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 236.75, "rpn/num_pos_anchors": 19.25, "time": 0.5681866399972932, "total_loss": 1.0808737501502037} {"data_time": 0.011960920004639775, "eta_seconds": 47287.442387165225, "fast_rcnn/cls_accuracy": 0.9140625, "fast_rcnn/false_negative": 0.33340732967387793, "fast_rcnn/fg_cls_accuracy": 0.5379188712522045, "iteration": 186639, "loss_box_reg": 0.22948056715540588, "loss_cls": 0.21139173721894622, "loss_mask": 0.2632593158632517, "loss_rpn_cls": 0.042364315217128024, "loss_rpn_loc": 0.08067771140486002, "loss_sem_seg": 0.2759423344396055, "lr": 0.02, "mask_rcnn/accuracy": 0.8895421127429086, "mask_rcnn/false_negative": 0.10147205904485701, "mask_rcnn/false_positive": 0.11461470768177207, "roi_head/num_bg_samples": 430.75, "roi_head/num_fg_samples": 81.25, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5747574725028244, "total_loss": 1.1286445638688747} {"data_time": 0.011908672502613626, "eta_seconds": 47269.63661492761, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.31542898341744774, "fast_rcnn/fg_cls_accuracy": 0.6449144914491449, "iteration": 186659, "loss_box_reg": 0.22072226414456964, "loss_cls": 0.19557144085410982, "loss_mask": 0.25186446588486433, "loss_rpn_cls": 0.04063060850603506, "loss_rpn_loc": 0.07133614405756816, "loss_sem_seg": 0.3269643031526357, "lr": 0.02, "mask_rcnn/accuracy": 0.9000718711453843, "mask_rcnn/false_negative": 0.08696354097666088, "mask_rcnn/false_positive": 0.107758903014575, "roi_head/num_bg_samples": 459.0, "roi_head/num_fg_samples": 53.0, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 0.5811705260057352, "total_loss": 1.0656286088342313} {"data_time": 0.012196760500955861, "eta_seconds": 47268.45914908185, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.36804232804232806, "fast_rcnn/fg_cls_accuracy": 0.5957602339181287, "iteration": 186679, "loss_box_reg": 0.23853011638857424, "loss_cls": 0.21903261565603316, "loss_mask": 0.2508351383730769, "loss_rpn_cls": 0.042380245475214906, "loss_rpn_loc": 0.06567201665893663, "loss_sem_seg": 0.3408394451253116, "lr": 0.02, "mask_rcnn/accuracy": 0.8963276652490082, "mask_rcnn/false_negative": 0.08922651991499045, "mask_rcnn/false_positive": 0.11113534165091674, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5637939145017299, "total_loss": 1.1460653131798608} {"data_time": 0.012644471004023217, "eta_seconds": 47238.90706443385, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.3615384615384616, "fast_rcnn/fg_cls_accuracy": 0.5511904761904762, "iteration": 186699, "loss_box_reg": 0.21371082216501236, "loss_cls": 0.2079794378951192, "loss_mask": 0.25131348613649607, "loss_rpn_cls": 0.039262813414097764, "loss_rpn_loc": 0.06960783101385459, "loss_sem_seg": 0.3220282420516014, "lr": 0.02, "mask_rcnn/accuracy": 0.8894036954087345, "mask_rcnn/false_negative": 0.0968967698961786, "mask_rcnn/false_positive": 0.11716366318068457, "roi_head/num_bg_samples": 457.75, "roi_head/num_fg_samples": 54.25, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5671156735043041, "total_loss": 1.1058948389691068} {"data_time": 0.013100141499307938, "eta_seconds": 47218.725089144566, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.25393081761006286, "fast_rcnn/fg_cls_accuracy": 0.746069182389937, "iteration": 186719, "loss_box_reg": 0.23176199616864324, "loss_cls": 0.19934922078391537, "loss_mask": 0.2441930277273059, "loss_rpn_cls": 0.03749888189486228, "loss_rpn_loc": 0.0770011997083202, "loss_sem_seg": 0.28073620330542326, "lr": 0.02, "mask_rcnn/accuracy": 0.905655387154862, "mask_rcnn/false_negative": 0.09270122705501356, "mask_rcnn/false_positive": 0.11073200832243293, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 0.5592116120024002, "total_loss": 1.0889473830757197} {"data_time": 0.012332951504504308, "eta_seconds": 47205.59948392871, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3333333333333333, "fast_rcnn/fg_cls_accuracy": 0.6454365079365079, "iteration": 186739, "loss_box_reg": 0.21730462508276105, "loss_cls": 0.19551470456644893, "loss_mask": 0.2568981978110969, "loss_rpn_cls": 0.042063518427312374, "loss_rpn_loc": 0.0769655152107589, "loss_sem_seg": 0.2958582283463329, "lr": 0.02, "mask_rcnn/accuracy": 0.8849443810246946, "mask_rcnn/false_negative": 0.10592508524809366, "mask_rcnn/false_positive": 0.10425309494904102, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5722654199998942, "total_loss": 1.112158589734463} {"data_time": 0.012701390995061956, "eta_seconds": 47196.04585854496, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.3580916237462727, "fast_rcnn/fg_cls_accuracy": 0.5969924812030075, "iteration": 186759, "loss_box_reg": 0.22924176696687937, "loss_cls": 0.2077488978393376, "loss_mask": 0.25648152735084295, "loss_rpn_cls": 0.03751521010417491, "loss_rpn_loc": 0.06900007245712914, "loss_sem_seg": 0.33100855210796, "lr": 0.02, "mask_rcnn/accuracy": 0.8771683309453918, "mask_rcnn/false_negative": 0.1048491718808442, "mask_rcnn/false_positive": 0.13247139493419438, "roi_head/num_bg_samples": 425.0, "roi_head/num_fg_samples": 87.0, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5725753800070379, "total_loss": 1.129588381620124} {"data_time": 0.012788708001608029, "eta_seconds": 47168.33101472623, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.34694664902998235, "fast_rcnn/fg_cls_accuracy": 0.6125177304964539, "iteration": 186779, "loss_box_reg": 0.2246856683632359, "loss_cls": 0.20846273377537727, "loss_mask": 0.27184082567691803, "loss_rpn_cls": 0.03609024832258001, "loss_rpn_loc": 0.07749317318666726, "loss_sem_seg": 0.3283221023157239, "lr": 0.02, "mask_rcnn/accuracy": 0.875564960832818, "mask_rcnn/false_negative": 0.10594892294670544, "mask_rcnn/false_positive": 0.14968672672783748, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5563746845000423, "total_loss": 1.0955493121873587} {"data_time": 0.013160474489268381, "eta_seconds": 47171.58192505918, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.35555555555555557, "fast_rcnn/fg_cls_accuracy": 0.5965595178302361, "iteration": 186799, "loss_box_reg": 0.2469107615761459, "loss_cls": 0.22797150118276477, "loss_mask": 0.2575710052624345, "loss_rpn_cls": 0.03844065690645948, "loss_rpn_loc": 0.06633666349807754, "loss_sem_seg": 0.3023855909705162, "lr": 0.02, "mask_rcnn/accuracy": 0.8932651419511854, "mask_rcnn/false_negative": 0.08202070997214571, "mask_rcnn/false_positive": 0.12503181094561128, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5717685954950866, "total_loss": 1.1438703319290653} {"data_time": 0.01203243799682241, "eta_seconds": 47145.659654846044, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3315255119750087, "fast_rcnn/fg_cls_accuracy": 0.6221466198419666, "iteration": 186819, "loss_box_reg": 0.23069333867169917, "loss_cls": 0.19709088280797005, "loss_mask": 0.25558711728081107, "loss_rpn_cls": 0.03812505875248462, "loss_rpn_loc": 0.07331700116628781, "loss_sem_seg": 0.32608010969124734, "lr": 0.02, "mask_rcnn/accuracy": 0.8756020311829101, "mask_rcnn/false_negative": 0.10580816867292521, "mask_rcnn/false_positive": 0.13822944597498196, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5600604844948975, "total_loss": 1.105827389023034} {"data_time": 0.012604247000126634, "eta_seconds": 47134.32397490595, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.37297996121525534, "fast_rcnn/fg_cls_accuracy": 0.5882602246238611, "iteration": 186839, "loss_box_reg": 0.2075081344228238, "loss_cls": 0.1972843485418707, "loss_mask": 0.25861378433182836, "loss_rpn_cls": 0.039043169672368094, "loss_rpn_loc": 0.06996231712400913, "loss_sem_seg": 0.35232104640454054, "lr": 0.02, "mask_rcnn/accuracy": 0.8767753896430367, "mask_rcnn/false_negative": 0.09255027885873074, "mask_rcnn/false_positive": 0.12879881782545755, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5487442885059863, "total_loss": 1.1367513803124893} {"data_time": 0.01179386750300182, "eta_seconds": 47117.136249167794, "fast_rcnn/cls_accuracy": 0.9140625, "fast_rcnn/false_negative": 0.33656159523712437, "fast_rcnn/fg_cls_accuracy": 0.6378957169459962, "iteration": 186859, "loss_box_reg": 0.25268794246949255, "loss_cls": 0.22301149973645806, "loss_mask": 0.2603620458394289, "loss_rpn_cls": 0.04924073690199293, "loss_rpn_loc": 0.09206594881834462, "loss_sem_seg": 0.3344047712162137, "lr": 0.02, "mask_rcnn/accuracy": 0.884178671777964, "mask_rcnn/false_negative": 0.09513810077252106, "mask_rcnn/false_positive": 0.1474982570382784, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.5564062245030073, "total_loss": 1.247458930396533} {"data_time": 0.012174313007562887, "eta_seconds": 47118.26331102966, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.36548731642189586, "fast_rcnn/fg_cls_accuracy": 0.5847198317077835, "iteration": 186879, "loss_box_reg": 0.22025479027070105, "loss_cls": 0.2068520283792168, "loss_mask": 0.2572760106995702, "loss_rpn_cls": 0.037469341506948695, "loss_rpn_loc": 0.0677880507428199, "loss_sem_seg": 0.3237881325185299, "lr": 0.02, "mask_rcnn/accuracy": 0.8747477255087515, "mask_rcnn/false_negative": 0.11142344646814134, "mask_rcnn/false_positive": 0.1508881476906262, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5818225475013605, "total_loss": 1.1183167520503048} {"data_time": 0.013870981994841713, "eta_seconds": 47118.31174958591, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.40072992700729926, "fast_rcnn/fg_cls_accuracy": 0.5226193953556302, "iteration": 186899, "loss_box_reg": 0.22572228405624628, "loss_cls": 0.20826648944057524, "loss_mask": 0.2533023073337972, "loss_rpn_cls": 0.03425277883070521, "loss_rpn_loc": 0.07736345495504793, "loss_sem_seg": 0.29378621047362685, "lr": 0.02, "mask_rcnn/accuracy": 0.8792776006387957, "mask_rcnn/false_negative": 0.10562320904834496, "mask_rcnn/false_positive": 0.11598083883709248, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5672546949936077, "total_loss": 1.1337635701929685} {"data_time": 0.01300723900203593, "eta_seconds": 47103.54680732013, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.3674137931034483, "fast_rcnn/fg_cls_accuracy": 0.6047210300429184, "iteration": 186919, "loss_box_reg": 0.22931504948064685, "loss_cls": 0.20635230746120214, "loss_mask": 0.2504227324388921, "loss_rpn_cls": 0.04114767527789809, "loss_rpn_loc": 0.06802371621597558, "loss_sem_seg": 0.29618332581594586, "lr": 0.02, "mask_rcnn/accuracy": 0.8770062741885843, "mask_rcnn/false_negative": 0.12138495739030125, "mask_rcnn/false_positive": 0.1298638691079791, "roi_head/num_bg_samples": 431.5, "roi_head/num_fg_samples": 80.5, "rpn/num_neg_anchors": 202.25, "rpn/num_pos_anchors": 53.75, "time": 0.564150771999266, "total_loss": 1.1439063496072777} {"data_time": 0.013223399495473132, "eta_seconds": 47102.8062049548, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.34981400255399475, "fast_rcnn/fg_cls_accuracy": 0.6402998357064622, "iteration": 186939, "loss_box_reg": 0.2202660571783781, "loss_cls": 0.19421816151589155, "loss_mask": 0.24799114000052214, "loss_rpn_cls": 0.039999984175665304, "loss_rpn_loc": 0.0614924153778702, "loss_sem_seg": 0.3222693079151213, "lr": 0.02, "mask_rcnn/accuracy": 0.8782033200403119, "mask_rcnn/false_negative": 0.12036189737633524, "mask_rcnn/false_positive": 0.12698183627584808, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 0.5783755235097487, "total_loss": 1.0863605583726894} {"data_time": 0.01233881900407141, "eta_seconds": 47091.46446666488, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.2625, "fast_rcnn/fg_cls_accuracy": 0.7034143518518519, "iteration": 186959, "loss_box_reg": 0.22855594079010189, "loss_cls": 0.20558662270195782, "loss_mask": 0.24896376812830567, "loss_rpn_cls": 0.03907872987474548, "loss_rpn_loc": 0.06343145109713078, "loss_sem_seg": 0.3150615678168833, "lr": 0.02, "mask_rcnn/accuracy": 0.8951597045068027, "mask_rcnn/false_negative": 0.08714359334078298, "mask_rcnn/false_positive": 0.12190884099752519, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5688211160013452, "total_loss": 1.1428321886633057} {"data_time": 0.013170108002668712, "eta_seconds": 47084.24056991926, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.2963169642857143, "fast_rcnn/fg_cls_accuracy": 0.6958705357142857, "iteration": 186979, "loss_box_reg": 0.2104234490543604, "loss_cls": 0.20043793343938887, "loss_mask": 0.24390323925763369, "loss_rpn_cls": 0.04214611316274386, "loss_rpn_loc": 0.07900831272127107, "loss_sem_seg": 0.305127106141299, "lr": 0.02, "mask_rcnn/accuracy": 0.8858466643741714, "mask_rcnn/false_negative": 0.08010083569578995, "mask_rcnn/false_positive": 0.14853647035840584, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5664768869974068, "total_loss": 1.095901619642973} {"data_time": 0.011606602500251029, "eta_seconds": 47127.94260939022, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.35645117294053463, "fast_rcnn/fg_cls_accuracy": 0.5962902345881069, "iteration": 186999, "loss_box_reg": 0.24859885883051902, "loss_cls": 0.22479800879955292, "loss_mask": 0.2528298832476139, "loss_rpn_cls": 0.04346241962048225, "loss_rpn_loc": 0.08431553962873295, "loss_sem_seg": 0.29841769067570567, "lr": 0.02, "mask_rcnn/accuracy": 0.8916553516567918, "mask_rcnn/false_negative": 0.1082400339669094, "mask_rcnn/false_positive": 0.12351010917991351, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.579028690000996, "total_loss": 1.1455095114797587} {"data_time": 0.01319691349635832, "eta_seconds": 47057.43925179512, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.33477011494252873, "fast_rcnn/fg_cls_accuracy": 0.6306042884990253, "iteration": 187019, "loss_box_reg": 0.22789616230875254, "loss_cls": 0.19459883077070117, "loss_mask": 0.24703339487314224, "loss_rpn_cls": 0.04169022689893609, "loss_rpn_loc": 0.07086374251230154, "loss_sem_seg": 0.28728190902620554, "lr": 0.02, "mask_rcnn/accuracy": 0.9002914781527818, "mask_rcnn/false_negative": 0.08246839539132114, "mask_rcnn/false_positive": 0.1061518722379651, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5578053005010588, "total_loss": 1.0828364430053625} {"data_time": 0.012640603497857228, "eta_seconds": 47032.44287942799, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.2884375, "fast_rcnn/fg_cls_accuracy": 0.6488940746753247, "iteration": 187039, "loss_box_reg": 0.2222555698826909, "loss_cls": 0.20949078118428588, "loss_mask": 0.258904542773962, "loss_rpn_cls": 0.04166579700540751, "loss_rpn_loc": 0.0854828703450039, "loss_sem_seg": 0.33333156630396843, "lr": 0.02, "mask_rcnn/accuracy": 0.9005729606222188, "mask_rcnn/false_negative": 0.08108527986325062, "mask_rcnn/false_positive": 0.13862538825168233, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5526385940029286, "total_loss": 1.1847599502216326} {"data_time": 0.011633969996182714, "eta_seconds": 47050.12992692344, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.3200878032307086, "fast_rcnn/fg_cls_accuracy": 0.640010164077247, "iteration": 187059, "loss_box_reg": 0.2482023504562676, "loss_cls": 0.22016456653364003, "loss_mask": 0.25024245493113995, "loss_rpn_cls": 0.0489211645181058, "loss_rpn_loc": 0.09034415558562614, "loss_sem_seg": 0.31589694833382964, "lr": 0.02, "mask_rcnn/accuracy": 0.8928072496738088, "mask_rcnn/false_negative": 0.10415265190017774, "mask_rcnn/false_positive": 0.11251330392584782, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.5760877470020205, "total_loss": 1.1680627008900046} {"data_time": 0.012394978999509476, "eta_seconds": 47017.920479448345, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3244651921682379, "fast_rcnn/fg_cls_accuracy": 0.6189374305812662, "iteration": 187079, "loss_box_reg": 0.24113703472539783, "loss_cls": 0.20847682747989893, "loss_mask": 0.24717056099325418, "loss_rpn_cls": 0.04348640772514045, "loss_rpn_loc": 0.06527711753733456, "loss_sem_seg": 0.33107650373131037, "lr": 0.02, "mask_rcnn/accuracy": 0.9056532106085677, "mask_rcnn/false_negative": 0.09390281122898143, "mask_rcnn/false_positive": 0.10353550704695985, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5674699675000738, "total_loss": 1.1224150813941378} {"data_time": 0.012658697996812407, "eta_seconds": 47006.58006616837, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.3710137298767382, "fast_rcnn/fg_cls_accuracy": 0.5996498395097754, "iteration": 187099, "loss_box_reg": 0.2408574097789824, "loss_cls": 0.2104763281531632, "loss_mask": 0.26414565928280354, "loss_rpn_cls": 0.04127770260674879, "loss_rpn_loc": 0.06765466558863409, "loss_sem_seg": 0.337522235698998, "lr": 0.02, "mask_rcnn/accuracy": 0.8843236925571916, "mask_rcnn/false_negative": 0.10233784298934773, "mask_rcnn/false_positive": 0.11732298522609906, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5671330374971149, "total_loss": 1.1445162558957236} {"data_time": 0.011651770008029416, "eta_seconds": 46987.08909354843, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.3308457711442786, "fast_rcnn/fg_cls_accuracy": 0.6032371956531707, "iteration": 187119, "loss_box_reg": 0.23834646493196487, "loss_cls": 0.20767824072390795, "loss_mask": 0.24738906929269433, "loss_rpn_cls": 0.038143494704854675, "loss_rpn_loc": 0.06691869281348772, "loss_sem_seg": 0.270548494765535, "lr": 0.02, "mask_rcnn/accuracy": 0.8850334365650272, "mask_rcnn/false_negative": 0.08971388748763359, "mask_rcnn/false_positive": 0.13727412643795878, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.5620706059999065, "total_loss": 1.1213607302925084} {"data_time": 0.012261259500519373, "eta_seconds": 46970.878793749216, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.34339712349934626, "fast_rcnn/fg_cls_accuracy": 0.6121493533903833, "iteration": 187139, "loss_box_reg": 0.2201028079725802, "loss_cls": 0.19846421852707863, "loss_mask": 0.25466137658804655, "loss_rpn_cls": 0.034249204240040854, "loss_rpn_loc": 0.06859711193828844, "loss_sem_seg": 0.3382127215154469, "lr": 0.02, "mask_rcnn/accuracy": 0.8920837525150905, "mask_rcnn/false_negative": 0.09186715011842939, "mask_rcnn/false_positive": 0.10042646666786953, "roi_head/num_bg_samples": 456.75, "roi_head/num_fg_samples": 55.25, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5633819940048852, "total_loss": 1.1089560398686444} {"data_time": 0.012009236503217835, "eta_seconds": 46942.00358589091, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.33007536504945834, "fast_rcnn/fg_cls_accuracy": 0.6246968586092154, "iteration": 187159, "loss_box_reg": 0.2249831361696124, "loss_cls": 0.2145049984101206, "loss_mask": 0.25528643000870943, "loss_rpn_cls": 0.04246065707411617, "loss_rpn_loc": 0.06725911673856899, "loss_sem_seg": 0.34298879327252507, "lr": 0.02, "mask_rcnn/accuracy": 0.883407110964058, "mask_rcnn/false_negative": 0.0998687213211936, "mask_rcnn/false_positive": 0.1281943789094006, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5643081130037899, "total_loss": 1.1420050924934912} {"data_time": 0.012269047998415772, "eta_seconds": 46941.61741592436, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.28445006321112515, "fast_rcnn/fg_cls_accuracy": 0.659072039072039, "iteration": 187179, "loss_box_reg": 0.2274957443587482, "loss_cls": 0.20081806555390358, "loss_mask": 0.24469686206430197, "loss_rpn_cls": 0.04232895630411804, "loss_rpn_loc": 0.08559798292117193, "loss_sem_seg": 0.31958093494176865, "lr": 0.02, "mask_rcnn/accuracy": 0.8915881422381182, "mask_rcnn/false_negative": 0.09528717297383427, "mask_rcnn/false_positive": 0.14225546910880815, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5686912154997117, "total_loss": 1.156052141377586} {"data_time": 0.01273855050385464, "eta_seconds": 46930.28173598427, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.2969124700239808, "fast_rcnn/fg_cls_accuracy": 0.6699917497937449, "iteration": 187199, "loss_box_reg": 0.2189231412485242, "loss_cls": 0.2000145954079926, "loss_mask": 0.2621310045942664, "loss_rpn_cls": 0.03860292396348086, "loss_rpn_loc": 0.0705822940217331, "loss_sem_seg": 0.30036256974563, "lr": 0.02, "mask_rcnn/accuracy": 0.9043546872279111, "mask_rcnn/false_negative": 0.08761877701998923, "mask_rcnn/false_positive": 0.10801448676194061, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5586179525053012, "total_loss": 1.093490797386039} {"data_time": 0.012147849505709019, "eta_seconds": 46913.11934956711, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.3122978327672651, "fast_rcnn/fg_cls_accuracy": 0.6556309362279511, "iteration": 187219, "loss_box_reg": 0.2312782653607428, "loss_cls": 0.20474936440587044, "loss_mask": 0.24087452981621027, "loss_rpn_cls": 0.03614747885148972, "loss_rpn_loc": 0.06857510306872427, "loss_sem_seg": 0.32143763545900583, "lr": 0.02, "mask_rcnn/accuracy": 0.9022452960682437, "mask_rcnn/false_negative": 0.08815526541947517, "mask_rcnn/false_positive": 0.10510033640406188, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5710363655016408, "total_loss": 1.0861791767601972} {"data_time": 0.012161793500126805, "eta_seconds": 46907.61037610408, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.34891579836665726, "fast_rcnn/fg_cls_accuracy": 0.6139676113360324, "iteration": 187239, "loss_box_reg": 0.21909316652454436, "loss_cls": 0.19748061429709196, "loss_mask": 0.25341397151350975, "loss_rpn_cls": 0.046964345790911466, "loss_rpn_loc": 0.07179675449151546, "loss_sem_seg": 0.2659706827253103, "lr": 0.02, "mask_rcnn/accuracy": 0.8926103403690243, "mask_rcnn/false_negative": 0.09346041185344311, "mask_rcnn/false_positive": 0.12480147361881852, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5766140480045578, "total_loss": 1.0768171973759308} {"data_time": 0.012272377498447895, "eta_seconds": 46896.274696163986, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.35043942247332077, "fast_rcnn/fg_cls_accuracy": 0.6295055880393754, "iteration": 187259, "loss_box_reg": 0.24804092943668365, "loss_cls": 0.2230671439319849, "loss_mask": 0.25676805805414915, "loss_rpn_cls": 0.03920254815602675, "loss_rpn_loc": 0.07358615193516016, "loss_sem_seg": 0.28949286113493145, "lr": 0.02, "mask_rcnn/accuracy": 0.8773612123420798, "mask_rcnn/false_negative": 0.09641657136702435, "mask_rcnn/false_positive": 0.14647412322838377, "roi_head/num_bg_samples": 429.25, "roi_head/num_fg_samples": 82.75, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5680762199990568, "total_loss": 1.1402844936819747} {"data_time": 0.01332400250248611, "eta_seconds": 46884.93901622389, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.36, "fast_rcnn/fg_cls_accuracy": 0.6057755235602094, "iteration": 187279, "loss_box_reg": 0.24203540990129113, "loss_cls": 0.20697965461295098, "loss_mask": 0.24136496521532536, "loss_rpn_cls": 0.03955919112559059, "loss_rpn_loc": 0.060587096377275884, "loss_sem_seg": 0.29177747713401914, "lr": 0.02, "mask_rcnn/accuracy": 0.9020708439625851, "mask_rcnn/false_negative": 0.09640980890464046, "mask_rcnn/false_positive": 0.1090069039638839, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5690617364962236, "total_loss": 1.0841719458985608} {"data_time": 0.012466683001548517, "eta_seconds": 46862.672330811605, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.2849624060150376, "fast_rcnn/fg_cls_accuracy": 0.6966715855058205, "iteration": 187299, "loss_box_reg": 0.22867352794855833, "loss_cls": 0.21201848913915455, "loss_mask": 0.26582281198352575, "loss_rpn_cls": 0.044380627770806313, "loss_rpn_loc": 0.07408970670076087, "loss_sem_seg": 0.30124805215746164, "lr": 0.02, "mask_rcnn/accuracy": 0.8822955040363185, "mask_rcnn/false_negative": 0.09982873965349987, "mask_rcnn/false_positive": 0.11521589155587726, "roi_head/num_bg_samples": 455.5, "roi_head/num_fg_samples": 56.5, "rpn/num_neg_anchors": 236.75, "rpn/num_pos_anchors": 19.25, "time": 0.5573992205027025, "total_loss": 1.1330670746974647} {"data_time": 0.012424095497408416, "eta_seconds": 46873.704628849526, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.3005912024732874, "fast_rcnn/fg_cls_accuracy": 0.6740386179964203, "iteration": 187319, "loss_box_reg": 0.2197454993147403, "loss_cls": 0.20306165190413594, "loss_mask": 0.2464778171852231, "loss_rpn_cls": 0.04481858900908264, "loss_rpn_loc": 0.07660321675939485, "loss_sem_seg": 0.31148479669354856, "lr": 0.02, "mask_rcnn/accuracy": 0.904693859657494, "mask_rcnn/false_negative": 0.08480827352292847, "mask_rcnn/false_positive": 0.10100788380257703, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5666788840098889, "total_loss": 1.1440386041431339} {"data_time": 0.013063391503237654, "eta_seconds": 46850.93197640361, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.31151192871514805, "fast_rcnn/fg_cls_accuracy": 0.6410919540229885, "iteration": 187339, "loss_box_reg": 0.23350564017891884, "loss_cls": 0.19660881627351046, "loss_mask": 0.2556022792123258, "loss_rpn_cls": 0.041012716217665, "loss_rpn_loc": 0.07868449726083782, "loss_sem_seg": 0.3015674683265388, "lr": 0.02, "mask_rcnn/accuracy": 0.8861161998356389, "mask_rcnn/false_negative": 0.09738978490105676, "mask_rcnn/false_positive": 0.11661442664404491, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.540248231998703, "total_loss": 1.1365651487722062} {"data_time": 0.011817056496511213, "eta_seconds": 46823.903183209055, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.31566037735849056, "fast_rcnn/fg_cls_accuracy": 0.641748173826916, "iteration": 187359, "loss_box_reg": 0.2250986115541309, "loss_cls": 0.19967811089009047, "loss_mask": 0.25356325693428516, "loss_rpn_cls": 0.03961649784469046, "loss_rpn_loc": 0.07332753419177607, "loss_sem_seg": 0.3403659127652645, "lr": 0.02, "mask_rcnn/accuracy": 0.8978675773650165, "mask_rcnn/false_negative": 0.08440784531312834, "mask_rcnn/false_positive": 0.10240343726650619, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5660382139903959, "total_loss": 1.1320777060464025} {"data_time": 0.012934845501149539, "eta_seconds": 46812.5713011691, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.378021978021978, "fast_rcnn/fg_cls_accuracy": 0.5951807228915662, "iteration": 187379, "loss_box_reg": 0.23231753427535295, "loss_cls": 0.21854185964912176, "loss_mask": 0.2674275669269264, "loss_rpn_cls": 0.03792752628214657, "loss_rpn_loc": 0.07586500269826502, "loss_sem_seg": 0.3315330711193383, "lr": 0.02, "mask_rcnn/accuracy": 0.8898602816702719, "mask_rcnn/false_negative": 0.09646140991488339, "mask_rcnn/false_positive": 0.10665703989505798, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5732199254998704, "total_loss": 1.1571604596683756} {"data_time": 0.012499936499807518, "eta_seconds": 46782.092011752306, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.2786342123056119, "fast_rcnn/fg_cls_accuracy": 0.657471264367816, "iteration": 187399, "loss_box_reg": 0.23110986780375242, "loss_cls": 0.20974437845870852, "loss_mask": 0.2570589305832982, "loss_rpn_cls": 0.046495087386574596, "loss_rpn_loc": 0.0835537034436129, "loss_sem_seg": 0.2855885582976043, "lr": 0.02, "mask_rcnn/accuracy": 0.903078357286278, "mask_rcnn/false_negative": 0.1039426189406667, "mask_rcnn/false_positive": 0.08942106129246719, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5639179930003593, "total_loss": 1.1205913146550301} {"data_time": 0.012362330497126095, "eta_seconds": 46770.76476583234, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3421822884759377, "fast_rcnn/fg_cls_accuracy": 0.5820947176684881, "iteration": 187419, "loss_box_reg": 0.2203804631717503, "loss_cls": 0.19943370623514056, "loss_mask": 0.25099266273900867, "loss_rpn_cls": 0.0420451374957338, "loss_rpn_loc": 0.07214173569809645, "loss_sem_seg": 0.30619490146636963, "lr": 0.02, "mask_rcnn/accuracy": 0.8872741348355322, "mask_rcnn/false_negative": 0.0976325355369802, "mask_rcnn/false_positive": 0.11436104605279128, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5620313254985376, "total_loss": 1.1168375585548347} {"data_time": 0.011087011502240784, "eta_seconds": 46746.457155905155, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.37376623376623375, "fast_rcnn/fg_cls_accuracy": 0.5916666666666667, "iteration": 187439, "loss_box_reg": 0.23102101124823093, "loss_cls": 0.21983104571700096, "loss_mask": 0.2619709074497223, "loss_rpn_cls": 0.04246993543347344, "loss_rpn_loc": 0.07931946183089167, "loss_sem_seg": 0.29031648370437324, "lr": 0.02, "mask_rcnn/accuracy": 0.8924306197429802, "mask_rcnn/false_negative": 0.08972119432933826, "mask_rcnn/false_positive": 0.12723884073673009, "roi_head/num_bg_samples": 457.25, "roi_head/num_fg_samples": 54.75, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5629765775083797, "total_loss": 1.1420234156539664} {"data_time": 0.012749658002576325, "eta_seconds": 46716.34461832204, "fast_rcnn/cls_accuracy": 0.91259765625, "fast_rcnn/false_negative": 0.36361079865016877, "fast_rcnn/fg_cls_accuracy": 0.581020255063766, "iteration": 187459, "loss_box_reg": 0.2258431133814156, "loss_cls": 0.20738713932223618, "loss_mask": 0.2419195920228958, "loss_rpn_cls": 0.04573690303368494, "loss_rpn_loc": 0.08439031764282845, "loss_sem_seg": 0.32708321418613195, "lr": 0.02, "mask_rcnn/accuracy": 0.8954958681265375, "mask_rcnn/false_negative": 0.08835750976164254, "mask_rcnn/false_positive": 0.10931529976846907, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5481137440001476, "total_loss": 1.1252492413041182} {"data_time": 0.012322216505708639, "eta_seconds": 46715.776771712044, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.3876963829009865, "fast_rcnn/fg_cls_accuracy": 0.6090526816883529, "iteration": 187479, "loss_box_reg": 0.2428333922289312, "loss_cls": 0.23454406764358282, "loss_mask": 0.2618634980171919, "loss_rpn_cls": 0.042656531688407995, "loss_rpn_loc": 0.0901973309519235, "loss_sem_seg": 0.334517945535481, "lr": 0.02, "mask_rcnn/accuracy": 0.8970427750995014, "mask_rcnn/false_negative": 0.10831184422713505, "mask_rcnn/false_positive": 0.10241483289354159, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5522867210020195, "total_loss": 1.2347464443228091} {"data_time": 0.011962075499468483, "eta_seconds": 46687.20592575892, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.2936105476673428, "fast_rcnn/fg_cls_accuracy": 0.6522988505747127, "iteration": 187499, "loss_box_reg": 0.22932523488998413, "loss_cls": 0.21838629082776606, "loss_mask": 0.256176115013659, "loss_rpn_cls": 0.05109992588404566, "loss_rpn_loc": 0.0775545978685841, "loss_sem_seg": 0.3157461863011122, "lr": 0.02, "mask_rcnn/accuracy": 0.8830646331808585, "mask_rcnn/false_negative": 0.08633778810382772, "mask_rcnn/false_positive": 0.16272636491822318, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5638730654900428, "total_loss": 1.1365356169408187} {"data_time": 0.012303478499234188, "eta_seconds": 46659.11614333223, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.37704565030146425, "fast_rcnn/fg_cls_accuracy": 0.6043548187554126, "iteration": 187519, "loss_box_reg": 0.21573805902153254, "loss_cls": 0.19331952324137092, "loss_mask": 0.2570023760199547, "loss_rpn_cls": 0.03615597441239515, "loss_rpn_loc": 0.07378931989660487, "loss_sem_seg": 0.33193820156157017, "lr": 0.02, "mask_rcnn/accuracy": 0.8695541945020568, "mask_rcnn/false_negative": 0.09466766258594193, "mask_rcnn/false_positive": 0.13407920987516375, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.5563390300012543, "total_loss": 1.1233359481193474} {"data_time": 0.01332353449834045, "eta_seconds": 46647.80223682204, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.3377501516070346, "fast_rcnn/fg_cls_accuracy": 0.6462287712287713, "iteration": 187539, "loss_box_reg": 0.24584803194738925, "loss_cls": 0.21494880504906178, "loss_mask": 0.2581789046525955, "loss_rpn_cls": 0.043699229252524674, "loss_rpn_loc": 0.08014055565581657, "loss_sem_seg": 0.3103672810830176, "lr": 0.02, "mask_rcnn/accuracy": 0.8920381425766182, "mask_rcnn/false_negative": 0.09626302483205862, "mask_rcnn/false_positive": 0.11011122471793178, "roi_head/num_bg_samples": 425.0, "roi_head/num_fg_samples": 87.0, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5712829580006655, "total_loss": 1.1854084880033042} {"data_time": 0.012732983006571885, "eta_seconds": 46642.864811720756, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.34658597952455317, "fast_rcnn/fg_cls_accuracy": 0.635386119257087, "iteration": 187559, "loss_box_reg": 0.25223241082858294, "loss_cls": 0.22880722442641854, "loss_mask": 0.2583044460043311, "loss_rpn_cls": 0.046291183709399775, "loss_rpn_loc": 0.09121607046108693, "loss_sem_seg": 0.2947912672534585, "lr": 0.02, "mask_rcnn/accuracy": 0.8815936544478418, "mask_rcnn/false_negative": 0.08673923209820023, "mask_rcnn/false_positive": 0.14368490486923513, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5689585000000079, "total_loss": 1.189514188823523} {"data_time": 0.012362928995571565, "eta_seconds": 46631.54935829061, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.36561693642974435, "fast_rcnn/fg_cls_accuracy": 0.6287650602409638, "iteration": 187579, "loss_box_reg": 0.22758006036747247, "loss_cls": 0.19982996582984924, "loss_mask": 0.25681372359395027, "loss_rpn_cls": 0.04164964841038454, "loss_rpn_loc": 0.08620398327184375, "loss_sem_seg": 0.3055681521072984, "lr": 0.02, "mask_rcnn/accuracy": 0.8962354661252256, "mask_rcnn/false_negative": 0.08447453460327126, "mask_rcnn/false_positive": 0.1247010561373604, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5664857020019554, "total_loss": 1.1272825034393463} {"data_time": 0.01342620999639621, "eta_seconds": 46590.20108790786, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.28907683486238533, "fast_rcnn/fg_cls_accuracy": 0.6838658388855239, "iteration": 187599, "loss_box_reg": 0.24364846013486385, "loss_cls": 0.20418568141758442, "loss_mask": 0.25527924578636885, "loss_rpn_cls": 0.03876438314910047, "loss_rpn_loc": 0.08147537615150213, "loss_sem_seg": 0.2758276240201667, "lr": 0.02, "mask_rcnn/accuracy": 0.8876385292923139, "mask_rcnn/false_negative": 0.08157425723827713, "mask_rcnn/false_positive": 0.12839325728325462, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.559490404499229, "total_loss": 1.1017052354291081} {"data_time": 0.012674156001594383, "eta_seconds": 46544.77112521333, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.30621968121968124, "fast_rcnn/fg_cls_accuracy": 0.6310722487193074, "iteration": 187619, "loss_box_reg": 0.20727275096578524, "loss_cls": 0.18400554126128554, "loss_mask": 0.24542285408824682, "loss_rpn_cls": 0.0457858178706374, "loss_rpn_loc": 0.06778630378539674, "loss_sem_seg": 0.32709871733095497, "lr": 0.02, "mask_rcnn/accuracy": 0.8945977871132755, "mask_rcnn/false_negative": 0.09730713125105578, "mask_rcnn/false_positive": 0.11434019770390386, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5573700974928215, "total_loss": 1.0641821220051497} {"data_time": 0.012160828497144394, "eta_seconds": 46542.05503214135, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.2690316573556797, "fast_rcnn/fg_cls_accuracy": 0.654074074074074, "iteration": 187639, "loss_box_reg": 0.21713375207036734, "loss_cls": 0.19850403256714344, "loss_mask": 0.24980439525097609, "loss_rpn_cls": 0.039406495037837885, "loss_rpn_loc": 0.0671303479175549, "loss_sem_seg": 0.2965499050915241, "lr": 0.02, "mask_rcnn/accuracy": 0.8996275747014555, "mask_rcnn/false_negative": 0.08854420251014787, "mask_rcnn/false_positive": 0.13012270069828166, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5731802800000878, "total_loss": 1.0754910762771033} {"data_time": 0.013095578491629567, "eta_seconds": 46517.455160858095, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.298037584078774, "fast_rcnn/fg_cls_accuracy": 0.6495684741898713, "iteration": 187659, "loss_box_reg": 0.2081262080464512, "loss_cls": 0.19597630808129907, "loss_mask": 0.24993602465838194, "loss_rpn_cls": 0.04610460011463147, "loss_rpn_loc": 0.07193442730931565, "loss_sem_seg": 0.3389861600007862, "lr": 0.02, "mask_rcnn/accuracy": 0.898572694555124, "mask_rcnn/false_negative": 0.0822384914463751, "mask_rcnn/false_positive": 0.12621685658533513, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5652554425105336, "total_loss": 1.1220771977386903} {"data_time": 0.012648534502659459, "eta_seconds": 46515.4988719652, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.33778661242603547, "fast_rcnn/fg_cls_accuracy": 0.6482720178372352, "iteration": 187679, "loss_box_reg": 0.22765805874951184, "loss_cls": 0.21799505385570228, "loss_mask": 0.2577661988325417, "loss_rpn_cls": 0.03784067233209498, "loss_rpn_loc": 0.08245951967546716, "loss_sem_seg": 0.30742052663117647, "lr": 0.02, "mask_rcnn/accuracy": 0.8934900591782904, "mask_rcnn/false_negative": 0.08729022708002578, "mask_rcnn/false_positive": 0.11089336733905053, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.572671423004067, "total_loss": 1.1151282384817023} {"data_time": 0.011492680503579322, "eta_seconds": 46494.85769171837, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.27347379287691803, "fast_rcnn/fg_cls_accuracy": 0.6720085470085471, "iteration": 187699, "loss_box_reg": 0.22935619088821113, "loss_cls": 0.2069179927930236, "loss_mask": 0.24315717816352844, "loss_rpn_cls": 0.039424593014700804, "loss_rpn_loc": 0.07022214849712327, "loss_sem_seg": 0.33894343581050634, "lr": 0.02, "mask_rcnn/accuracy": 0.9003777692880395, "mask_rcnn/false_negative": 0.0927097016245163, "mask_rcnn/false_positive": 0.12376617455827399, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5749474084950634, "total_loss": 1.1584467864013277} {"data_time": 0.012403744010953233, "eta_seconds": 46462.444912265855, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.31635301752109024, "fast_rcnn/fg_cls_accuracy": 0.6342926515746625, "iteration": 187719, "loss_box_reg": 0.2385785854421556, "loss_cls": 0.20697776088491082, "loss_mask": 0.2599278325214982, "loss_rpn_cls": 0.04288164456374943, "loss_rpn_loc": 0.07398787267447915, "loss_sem_seg": 0.30853511625900865, "lr": 0.02, "mask_rcnn/accuracy": 0.900184736240399, "mask_rcnn/false_negative": 0.09455727123637653, "mask_rcnn/false_positive": 0.11070477401751577, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5566248504910618, "total_loss": 1.145566412480548} {"data_time": 0.012722460996883456, "eta_seconds": 46440.89665357991, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.29077623558786814, "fast_rcnn/fg_cls_accuracy": 0.6524365020269711, "iteration": 187739, "loss_box_reg": 0.2148459857562557, "loss_cls": 0.2048348595853895, "loss_mask": 0.2320980504155159, "loss_rpn_cls": 0.03745067989802919, "loss_rpn_loc": 0.0734996153623797, "loss_sem_seg": 0.3169979420490563, "lr": 0.02, "mask_rcnn/accuracy": 0.8876737608188816, "mask_rcnn/false_negative": 0.09256156016465494, "mask_rcnn/false_positive": 0.12296546172472983, "roi_head/num_bg_samples": 425.75, "roi_head/num_fg_samples": 86.25, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.564944359997753, "total_loss": 1.0701728646090487} {"data_time": 0.013169413992727641, "eta_seconds": 46413.28387268579, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.34184853665895604, "fast_rcnn/fg_cls_accuracy": 0.6104550691244239, "iteration": 187759, "loss_box_reg": 0.22217787196859717, "loss_cls": 0.20102535746991634, "loss_mask": 0.26299810502678156, "loss_rpn_cls": 0.048281866183970124, "loss_rpn_loc": 0.07663458969909698, "loss_sem_seg": 0.35403186711482704, "lr": 0.02, "mask_rcnn/accuracy": 0.8951698472082494, "mask_rcnn/false_negative": 0.08375528594359555, "mask_rcnn/false_positive": 0.12274879833907218, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5634321024990641, "total_loss": 1.1148232682899106} {"data_time": 0.012083807996532414, "eta_seconds": 46443.58777294174, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.34285912946738983, "fast_rcnn/fg_cls_accuracy": 0.6237841593330246, "iteration": 187779, "loss_box_reg": 0.23364951694384217, "loss_cls": 0.2168679558672011, "loss_mask": 0.2431891644373536, "loss_rpn_cls": 0.04591148137114942, "loss_rpn_loc": 0.07182952726725489, "loss_sem_seg": 0.3020193465054035, "lr": 0.02, "mask_rcnn/accuracy": 0.8747946051270772, "mask_rcnn/false_negative": 0.10124695030982969, "mask_rcnn/false_positive": 0.14650182278071028, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.5713576814960106, "total_loss": 1.130636201996822} {"data_time": 0.01195381300203735, "eta_seconds": 46390.70959276571, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.34632402995234857, "fast_rcnn/fg_cls_accuracy": 0.5991872855336825, "iteration": 187799, "loss_box_reg": 0.21606840658932924, "loss_cls": 0.2128306918311864, "loss_mask": 0.24923145025968552, "loss_rpn_cls": 0.03973117034183815, "loss_rpn_loc": 0.07112575153587386, "loss_sem_seg": 0.2896376382559538, "lr": 0.02, "mask_rcnn/accuracy": 0.8934449330392951, "mask_rcnn/false_negative": 0.08389578385485946, "mask_rcnn/false_positive": 0.1175890277568182, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5544384579989128, "total_loss": 1.0743431950395461} {"data_time": 0.012077110004611313, "eta_seconds": 46405.97690031624, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.2287866772402855, "fast_rcnn/fg_cls_accuracy": 0.6996089584073942, "iteration": 187819, "loss_box_reg": 0.23552199301775545, "loss_cls": 0.21081528067588806, "loss_mask": 0.25390244787558913, "loss_rpn_cls": 0.043549638212425634, "loss_rpn_loc": 0.07333331799600273, "loss_sem_seg": 0.32152603240683675, "lr": 0.02, "mask_rcnn/accuracy": 0.8937758339718753, "mask_rcnn/false_negative": 0.09104954654759165, "mask_rcnn/false_positive": 0.10395979590489804, "roi_head/num_bg_samples": 461.5, "roi_head/num_fg_samples": 50.5, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5677534655042109, "total_loss": 1.1591250517230947} {"data_time": 0.012347239004157018, "eta_seconds": 46394.68329792631, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.33563218390804594, "fast_rcnn/fg_cls_accuracy": 0.5897349505840072, "iteration": 187839, "loss_box_reg": 0.2180895833298564, "loss_cls": 0.2138147207442671, "loss_mask": 0.24871514551341534, "loss_rpn_cls": 0.04176116391317919, "loss_rpn_loc": 0.07020795965217985, "loss_sem_seg": 0.31421297788619995, "lr": 0.02, "mask_rcnn/accuracy": 0.8761415506008866, "mask_rcnn/false_negative": 0.10100383129633975, "mask_rcnn/false_positive": 0.15645490243068488, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5615243574939086, "total_loss": 1.1014595250599086} {"data_time": 0.012446878004993778, "eta_seconds": 46413.789832996365, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.2838475499092559, "fast_rcnn/fg_cls_accuracy": 0.6740169388989716, "iteration": 187859, "loss_box_reg": 0.21222611027769744, "loss_cls": 0.197211685590446, "loss_mask": 0.23964220844209194, "loss_rpn_cls": 0.03839252202305943, "loss_rpn_loc": 0.07124897628091276, "loss_sem_seg": 0.2879173653200269, "lr": 0.02, "mask_rcnn/accuracy": 0.9103406470864324, "mask_rcnn/false_negative": 0.07662978446730417, "mask_rcnn/false_positive": 0.11078871299612354, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5730855040019378, "total_loss": 1.04457653965801} {"data_time": 0.012404362001689151, "eta_seconds": 46402.488828666494, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.3069740853658537, "fast_rcnn/fg_cls_accuracy": 0.6656214162844036, "iteration": 187879, "loss_box_reg": 0.23359697894193232, "loss_cls": 0.23684468492865562, "loss_mask": 0.24685671227052808, "loss_rpn_cls": 0.04002778042922728, "loss_rpn_loc": 0.06701039799372666, "loss_sem_seg": 0.33408030960708857, "lr": 0.02, "mask_rcnn/accuracy": 0.898664422665618, "mask_rcnn/false_negative": 0.0819683789563638, "mask_rcnn/false_positive": 0.11979899891856013, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5722922689965344, "total_loss": 1.194361048808787} {"data_time": 0.012898678498459049, "eta_seconds": 46439.267689537584, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.33750290562529056, "fast_rcnn/fg_cls_accuracy": 0.6409518828451883, "iteration": 187899, "loss_box_reg": 0.23138335172552615, "loss_cls": 0.20795160543639213, "loss_mask": 0.25638516061007977, "loss_rpn_cls": 0.034034287760732695, "loss_rpn_loc": 0.08408351935213432, "loss_sem_seg": 0.2524931577499956, "lr": 0.02, "mask_rcnn/accuracy": 0.8967095374842353, "mask_rcnn/false_negative": 0.09233716872496688, "mask_rcnn/false_positive": 0.11766591764357888, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.5782833515040693, "total_loss": 1.0837982116499916} {"data_time": 0.012144691499997862, "eta_seconds": 46448.46323824662, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.3756310615118905, "fast_rcnn/fg_cls_accuracy": 0.5702624198717949, "iteration": 187919, "loss_box_reg": 0.2299038046039641, "loss_cls": 0.2139481846243143, "loss_mask": 0.2600120333954692, "loss_rpn_cls": 0.039006561164569575, "loss_rpn_loc": 0.06892514607170597, "loss_sem_seg": 0.3057621051557362, "lr": 0.02, "mask_rcnn/accuracy": 0.8830031524328481, "mask_rcnn/false_negative": 0.08486208120403194, "mask_rcnn/false_positive": 0.11820840043450012, "roi_head/num_bg_samples": 427.5, "roi_head/num_fg_samples": 84.5, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5762941980065079, "total_loss": 1.0991078520310111} {"data_time": 0.013835294004820753, "eta_seconds": 46437.14552446676, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.4038775510204081, "fast_rcnn/fg_cls_accuracy": 0.5808477237048666, "iteration": 187939, "loss_box_reg": 0.24349996354430914, "loss_cls": 0.21525157615542412, "loss_mask": 0.25578022189438343, "loss_rpn_cls": 0.03852722735609859, "loss_rpn_loc": 0.06546037760563195, "loss_sem_seg": 0.3041387819685042, "lr": 0.02, "mask_rcnn/accuracy": 0.8997028295263059, "mask_rcnn/false_negative": 0.09665458703607502, "mask_rcnn/false_positive": 0.10892202034465048, "roi_head/num_bg_samples": 459.75, "roi_head/num_fg_samples": 52.25, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5684611679971567, "total_loss": 1.149297897487486} {"data_time": 0.013123525008268189, "eta_seconds": 46435.97431459102, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.30386904761904765, "fast_rcnn/fg_cls_accuracy": 0.6660618279569892, "iteration": 187959, "loss_box_reg": 0.23770482442341745, "loss_cls": 0.2066682514268905, "loss_mask": 0.24190716352313757, "loss_rpn_cls": 0.03950010350672528, "loss_rpn_loc": 0.07117357256356627, "loss_sem_seg": 0.29867730010300875, "lr": 0.02, "mask_rcnn/accuracy": 0.8954681671055519, "mask_rcnn/false_negative": 0.09003974801078886, "mask_rcnn/false_positive": 0.12499582497683105, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5859022660006303, "total_loss": 1.101343220216222} {"data_time": 0.011741233000066131, "eta_seconds": 46432.72290195942, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.334335279972518, "fast_rcnn/fg_cls_accuracy": 0.5954428754813864, "iteration": 187979, "loss_box_reg": 0.24035306693986058, "loss_cls": 0.22494576964527369, "loss_mask": 0.24858345743268728, "loss_rpn_cls": 0.041575840616133064, "loss_rpn_loc": 0.08366380399093032, "loss_sem_seg": 0.29703475488349795, "lr": 0.02, "mask_rcnn/accuracy": 0.9084661381715158, "mask_rcnn/false_negative": 0.08310706506526522, "mask_rcnn/false_positive": 0.11049599663417142, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5710355819974211, "total_loss": 1.1548306098848116} {"data_time": 0.011426413504523225, "eta_seconds": 46408.69522491992, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.3387191539365453, "fast_rcnn/fg_cls_accuracy": 0.6326144797647388, "iteration": 187999, "loss_box_reg": 0.2254932513460517, "loss_cls": 0.2183343714568764, "loss_mask": 0.2562238294631243, "loss_rpn_cls": 0.045890639477875084, "loss_rpn_loc": 0.06654807139420882, "loss_sem_seg": 0.3225645092315972, "lr": 0.02, "mask_rcnn/accuracy": 0.9002923106669225, "mask_rcnn/false_negative": 0.07711070338255446, "mask_rcnn/false_positive": 0.11671036059080922, "roi_head/num_bg_samples": 460.5, "roi_head/num_fg_samples": 51.5, "rpn/num_neg_anchors": 235.0, "rpn/num_pos_anchors": 21.0, "time": 0.5628288719963166, "total_loss": 1.163380780708394} {"data_time": 0.01415827999881003, "eta_seconds": 46391.87466934731, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.3497093699139735, "fast_rcnn/fg_cls_accuracy": 0.647420690764344, "iteration": 188019, "loss_box_reg": 0.22947135474532843, "loss_cls": 0.21624306729063392, "loss_mask": 0.2377652726136148, "loss_rpn_cls": 0.03862867134739645, "loss_rpn_loc": 0.07235717331059277, "loss_sem_seg": 0.3245131999719888, "lr": 0.02, "mask_rcnn/accuracy": 0.8908986265003722, "mask_rcnn/false_negative": 0.10124153715249964, "mask_rcnn/false_positive": 0.11186993404731002, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5592981375011732, "total_loss": 1.157518414373044} {"data_time": 0.01296879100118531, "eta_seconds": 46409.786666459884, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.42223689557090616, "fast_rcnn/fg_cls_accuracy": 0.5483091787439613, "iteration": 188039, "loss_box_reg": 0.24298770492896438, "loss_cls": 0.2311592916958034, "loss_mask": 0.2543714251369238, "loss_rpn_cls": 0.03866338555235416, "loss_rpn_loc": 0.08046091443975456, "loss_sem_seg": 0.28861937299370766, "lr": 0.02, "mask_rcnn/accuracy": 0.8865265045795646, "mask_rcnn/false_negative": 0.09859874363751854, "mask_rcnn/false_positive": 0.13346083352519028, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5684547059936449, "total_loss": 1.1355975508049596} {"data_time": 0.012914030499814544, "eta_seconds": 46365.68009387768, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.34222605588244354, "fast_rcnn/fg_cls_accuracy": 0.6335263606650561, "iteration": 188059, "loss_box_reg": 0.20822619833052158, "loss_cls": 0.21583176334388554, "loss_mask": 0.24914607964456081, "loss_rpn_cls": 0.042658530990593135, "loss_rpn_loc": 0.08000762958545238, "loss_sem_seg": 0.2938080346211791, "lr": 0.02, "mask_rcnn/accuracy": 0.8971676172264798, "mask_rcnn/false_negative": 0.09029959750860811, "mask_rcnn/false_positive": 0.11900184972748265, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5604575440083863, "total_loss": 1.072461355739506} {"data_time": 0.012221463999594562, "eta_seconds": 46354.36324880772, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.31067480613760107, "fast_rcnn/fg_cls_accuracy": 0.6792190914997933, "iteration": 188079, "loss_box_reg": 0.23262538481503725, "loss_cls": 0.2083100771997124, "loss_mask": 0.258892715908587, "loss_rpn_cls": 0.045886658888775855, "loss_rpn_loc": 0.08294998639030382, "loss_sem_seg": 0.2855578549206257, "lr": 0.02, "mask_rcnn/accuracy": 0.8796635841836735, "mask_rcnn/false_negative": 0.08931280656553202, "mask_rcnn/false_positive": 0.12910842307949288, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5703863079979783, "total_loss": 1.1232906198129058} {"data_time": 0.012468864006223157, "eta_seconds": 46326.14052253709, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.29705882352941176, "fast_rcnn/fg_cls_accuracy": 0.6448069852941176, "iteration": 188099, "loss_box_reg": 0.2235027039423585, "loss_cls": 0.2052132908720523, "loss_mask": 0.24488751869648695, "loss_rpn_cls": 0.04197904655302409, "loss_rpn_loc": 0.08001638535642996, "loss_sem_seg": 0.31050477689132094, "lr": 0.02, "mask_rcnn/accuracy": 0.8881020797742174, "mask_rcnn/false_negative": 0.08389178151192382, "mask_rcnn/false_positive": 0.1349753357994149, "roi_head/num_bg_samples": 427.0, "roi_head/num_fg_samples": 85.0, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5565278559952276, "total_loss": 1.12596195146034} {"data_time": 0.012774723494658247, "eta_seconds": 46296.75187862792, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.3455690187693039, "fast_rcnn/fg_cls_accuracy": 0.6349452824608104, "iteration": 188119, "loss_box_reg": 0.23419189715059474, "loss_cls": 0.21394250891171396, "loss_mask": 0.2490890515036881, "loss_rpn_cls": 0.048597718006931245, "loss_rpn_loc": 0.07366428870591335, "loss_sem_seg": 0.3067429633811116, "lr": 0.02, "mask_rcnn/accuracy": 0.905536045587066, "mask_rcnn/false_negative": 0.06833405757489638, "mask_rcnn/false_positive": 0.11235860042608967, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5607034184940858, "total_loss": 1.0935188402654603} {"data_time": 0.012422282001352869, "eta_seconds": 46262.81388133777, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3376454274891775, "fast_rcnn/fg_cls_accuracy": 0.6046176046176046, "iteration": 188139, "loss_box_reg": 0.22807771153748035, "loss_cls": 0.19576554116792977, "loss_mask": 0.25103234872221947, "loss_rpn_cls": 0.045751177283818834, "loss_rpn_loc": 0.08028372848639265, "loss_sem_seg": 0.330381762702018, "lr": 0.02, "mask_rcnn/accuracy": 0.8950029230442177, "mask_rcnn/false_negative": 0.09519161669907739, "mask_rcnn/false_positive": 0.11764485078276886, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5558807960042031, "total_loss": 1.1254434979055077} {"data_time": 0.013054828501481097, "eta_seconds": 46262.93987684634, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.1967492611957263, "fast_rcnn/fg_cls_accuracy": 0.7574821080026025, "iteration": 188159, "loss_box_reg": 0.22831432288512588, "loss_cls": 0.2067820931551978, "loss_mask": 0.2540205046534538, "loss_rpn_cls": 0.03867006179643795, "loss_rpn_loc": 0.07224620209308341, "loss_sem_seg": 0.2993366273585707, "lr": 0.02, "mask_rcnn/accuracy": 0.8995092445347548, "mask_rcnn/false_negative": 0.10080293622835892, "mask_rcnn/false_positive": 0.11974301014174228, "roi_head/num_bg_samples": 429.0, "roi_head/num_fg_samples": 83.0, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5680106494983193, "total_loss": 1.0956022202735767} {"data_time": 0.013857860998541582, "eta_seconds": 46280.88965573689, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.3014652014652015, "fast_rcnn/fg_cls_accuracy": 0.6750859982163333, "iteration": 188179, "loss_box_reg": 0.2315820143558085, "loss_cls": 0.2121004518121481, "loss_mask": 0.26132417004555464, "loss_rpn_cls": 0.04153735458385199, "loss_rpn_loc": 0.06304086532327347, "loss_sem_seg": 0.3188734077848494, "lr": 0.02, "mask_rcnn/accuracy": 0.8896170132297105, "mask_rcnn/false_negative": 0.09200598094282854, "mask_rcnn/false_positive": 0.1380617735246275, "roi_head/num_bg_samples": 456.75, "roi_head/num_fg_samples": 55.25, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.5801109399981215, "total_loss": 1.1506532862695167} {"data_time": 0.012646835995838046, "eta_seconds": 46273.80106140059, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.3237535725627183, "fast_rcnn/fg_cls_accuracy": 0.6244266055045872, "iteration": 188199, "loss_box_reg": 0.23164197243750095, "loss_cls": 0.20967324078083038, "loss_mask": 0.2584771914407611, "loss_rpn_cls": 0.04063380847219378, "loss_rpn_loc": 0.07026281140861101, "loss_sem_seg": 0.3473952137865126, "lr": 0.02, "mask_rcnn/accuracy": 0.8802545849420849, "mask_rcnn/false_negative": 0.07701310796734492, "mask_rcnn/false_positive": 0.15683518970299837, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5669920959990122, "total_loss": 1.1796478306641802} {"data_time": 0.012097806997189764, "eta_seconds": 46231.16997191944, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.3063748079877112, "fast_rcnn/fg_cls_accuracy": 0.5968766001024066, "iteration": 188219, "loss_box_reg": 0.23451287439092994, "loss_cls": 0.21327513013966382, "loss_mask": 0.26040433812886477, "loss_rpn_cls": 0.0412052064530144, "loss_rpn_loc": 0.08346522467036266, "loss_sem_seg": 0.29790226463228464, "lr": 0.02, "mask_rcnn/accuracy": 0.8768196979496024, "mask_rcnn/false_negative": 0.1013094941044844, "mask_rcnn/false_positive": 0.15165450035430678, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.557759855997574, "total_loss": 1.107700166059658} {"data_time": 0.01218263000191655, "eta_seconds": 46246.951505636745, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.28692933083176986, "fast_rcnn/fg_cls_accuracy": 0.6874296435272045, "iteration": 188239, "loss_box_reg": 0.25767866102978587, "loss_cls": 0.21519365394487977, "loss_mask": 0.2508578635752201, "loss_rpn_cls": 0.0490646632752032, "loss_rpn_loc": 0.07304535605362616, "loss_sem_seg": 0.3033064706251025, "lr": 0.02, "mask_rcnn/accuracy": 0.8993198469864137, "mask_rcnn/false_negative": 0.08237695417797586, "mask_rcnn/false_positive": 0.12007680624486369, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5755389600017224, "total_loss": 1.1664798989440897} {"data_time": 0.012759175995597616, "eta_seconds": 46246.115165553216, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.32406218799030095, "fast_rcnn/fg_cls_accuracy": 0.612524738478937, "iteration": 188259, "loss_box_reg": 0.22014608746394515, "loss_cls": 0.21370879095047712, "loss_mask": 0.24164846073836088, "loss_rpn_cls": 0.0336390144075267, "loss_rpn_loc": 0.06779641244065715, "loss_sem_seg": 0.32840147661045194, "lr": 0.02, "mask_rcnn/accuracy": 0.8909539781226627, "mask_rcnn/false_negative": 0.09047617838291327, "mask_rcnn/false_positive": 0.13730488691142023, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5700069910017191, "total_loss": 1.1249231857254927} {"data_time": 0.01291010400018422, "eta_seconds": 46234.79988554305, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.2326449275362319, "fast_rcnn/fg_cls_accuracy": 0.7442338282078473, "iteration": 188279, "loss_box_reg": 0.23713593650609255, "loss_cls": 0.2051838708575815, "loss_mask": 0.2580995624884963, "loss_rpn_cls": 0.03772292647045106, "loss_rpn_loc": 0.08030892111128196, "loss_sem_seg": 0.327521585393697, "lr": 0.02, "mask_rcnn/accuracy": 0.8784369894279385, "mask_rcnn/false_negative": 0.09519150459323474, "mask_rcnn/false_positive": 0.1137010533123663, "roi_head/num_bg_samples": 423.5, "roi_head/num_fg_samples": 88.5, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5725659739982802, "total_loss": 1.1133764873957261} {"data_time": 0.013257368002086878, "eta_seconds": 46238.048420798186, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.32032778864970646, "fast_rcnn/fg_cls_accuracy": 0.6368506713685067, "iteration": 188299, "loss_box_reg": 0.2432750049047172, "loss_cls": 0.2025961673934944, "loss_mask": 0.24616811983287334, "loss_rpn_cls": 0.03959811801905744, "loss_rpn_loc": 0.09186432976275682, "loss_sem_seg": 0.3130213702097535, "lr": 0.02, "mask_rcnn/accuracy": 0.8957464253666974, "mask_rcnn/false_negative": 0.08500017178643147, "mask_rcnn/false_positive": 0.11678116565958108, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5656626384952688, "total_loss": 1.1382152728328947} {"data_time": 0.012450095498934388, "eta_seconds": 46244.01090659319, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.25350970017636687, "fast_rcnn/fg_cls_accuracy": 0.6610064935064934, "iteration": 188319, "loss_box_reg": 0.2626399896107614, "loss_cls": 0.23523183120414615, "loss_mask": 0.26571353152394295, "loss_rpn_cls": 0.050001453259028494, "loss_rpn_loc": 0.08357169758528471, "loss_sem_seg": 0.3393567893654108, "lr": 0.02, "mask_rcnn/accuracy": 0.903367019884877, "mask_rcnn/false_negative": 0.08812023077281313, "mask_rcnn/false_positive": 0.1047521991090653, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5677517084986903, "total_loss": 1.22785382551956} {"data_time": 0.012969256000360474, "eta_seconds": 46254.495481151615, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.36016889514426464, "fast_rcnn/fg_cls_accuracy": 0.5892241379310345, "iteration": 188339, "loss_box_reg": 0.21788700041361153, "loss_cls": 0.20411979663185775, "loss_mask": 0.23607914242893457, "loss_rpn_cls": 0.038791978600784205, "loss_rpn_loc": 0.06973254238255322, "loss_sem_seg": 0.34763916209340096, "lr": 0.02, "mask_rcnn/accuracy": 0.8933221857756507, "mask_rcnn/false_negative": 0.09219430760968522, "mask_rcnn/false_positive": 0.1350601265960142, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5635043380025309, "total_loss": 1.1245415215016692} {"data_time": 0.011275837001448963, "eta_seconds": 46238.615089315914, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.3834005376344086, "fast_rcnn/fg_cls_accuracy": 0.5916666666666667, "iteration": 188359, "loss_box_reg": 0.24070423655211926, "loss_cls": 0.23173198895528913, "loss_mask": 0.2651981143280864, "loss_rpn_cls": 0.04365019786928315, "loss_rpn_loc": 0.08058740163687617, "loss_sem_seg": 0.30474219378083944, "lr": 0.02, "mask_rcnn/accuracy": 0.8842575833368466, "mask_rcnn/false_negative": 0.09132683454030505, "mask_rcnn/false_positive": 0.11762461715847333, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5553414989990415, "total_loss": 1.1580174965783954} {"data_time": 0.013657329000125173, "eta_seconds": 46184.61057275833, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.2873583260680035, "fast_rcnn/fg_cls_accuracy": 0.6867867867867867, "iteration": 188379, "loss_box_reg": 0.2530437521636486, "loss_cls": 0.22351088095456362, "loss_mask": 0.25452133920043707, "loss_rpn_cls": 0.04479644287494011, "loss_rpn_loc": 0.08616456133313477, "loss_sem_seg": 0.3195785484276712, "lr": 0.02, "mask_rcnn/accuracy": 0.8901330942206997, "mask_rcnn/false_negative": 0.091119289370534, "mask_rcnn/false_positive": 0.10653991176758115, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5620897129992954, "total_loss": 1.1543035588983912} {"data_time": 0.012422038504155353, "eta_seconds": 46215.960484355506, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.3300188679245283, "fast_rcnn/fg_cls_accuracy": 0.5998867924528302, "iteration": 188399, "loss_box_reg": 0.24360783258453012, "loss_cls": 0.19728229235624894, "loss_mask": 0.24958654679358006, "loss_rpn_cls": 0.04546403303538682, "loss_rpn_loc": 0.07827318699855823, "loss_sem_seg": 0.29781466303393245, "lr": 0.02, "mask_rcnn/accuracy": 0.8922513635537046, "mask_rcnn/false_negative": 0.097127404033298, "mask_rcnn/false_positive": 0.12985429049708033, "roi_head/num_bg_samples": 430.75, "roi_head/num_fg_samples": 81.25, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5677906139972038, "total_loss": 1.1328558923269156} {"data_time": 0.012019931004033424, "eta_seconds": 46204.6331818753, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.2543041606886657, "fast_rcnn/fg_cls_accuracy": 0.6848958333333333, "iteration": 188419, "loss_box_reg": 0.2242326436098665, "loss_cls": 0.2011436284519732, "loss_mask": 0.2529358952306211, "loss_rpn_cls": 0.038982594560366124, "loss_rpn_loc": 0.08245780359720811, "loss_sem_seg": 0.2770402682945132, "lr": 0.02, "mask_rcnn/accuracy": 0.8991207048749378, "mask_rcnn/false_negative": 0.09793510028484408, "mask_rcnn/false_positive": 0.10990042063632112, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5646245609968901, "total_loss": 1.1298921483539743} {"data_time": 0.013185923002311029, "eta_seconds": 46188.59299862046, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3349537637196439, "fast_rcnn/fg_cls_accuracy": 0.6470864661654135, "iteration": 188439, "loss_box_reg": 0.23468791460618377, "loss_cls": 0.2034082948230207, "loss_mask": 0.24125611130148172, "loss_rpn_cls": 0.03752905916189775, "loss_rpn_loc": 0.06971482475637458, "loss_sem_seg": 0.2972248855512589, "lr": 0.02, "mask_rcnn/accuracy": 0.9011813010754761, "mask_rcnn/false_negative": 0.07066642543267972, "mask_rcnn/false_positive": 0.09817585807036754, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5595400599995628, "total_loss": 1.1078340744716115} {"data_time": 0.011938686504436191, "eta_seconds": 46185.85894947836, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.3433872036412871, "fast_rcnn/fg_cls_accuracy": 0.6037369150246306, "iteration": 188459, "loss_box_reg": 0.22223086282610893, "loss_cls": 0.21381003689020872, "loss_mask": 0.24092170689255, "loss_rpn_cls": 0.03962664181017317, "loss_rpn_loc": 0.07238075786153786, "loss_sem_seg": 0.33573487773537636, "lr": 0.02, "mask_rcnn/accuracy": 0.8947208971208608, "mask_rcnn/false_negative": 0.09614918837665273, "mask_rcnn/false_positive": 0.12216548276174079, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 235.25, "rpn/num_pos_anchors": 20.75, "time": 0.5503912575077266, "total_loss": 1.117467794683762} {"data_time": 0.012763587496010587, "eta_seconds": 46175.19655795252, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.28609476461038963, "fast_rcnn/fg_cls_accuracy": 0.6745438362260792, "iteration": 188479, "loss_box_reg": 0.23515354096889496, "loss_cls": 0.22445982741191983, "loss_mask": 0.2475292356684804, "loss_rpn_cls": 0.0431607193313539, "loss_rpn_loc": 0.08419462712481618, "loss_sem_seg": 0.30455813999287784, "lr": 0.02, "mask_rcnn/accuracy": 0.8899139892443464, "mask_rcnn/false_negative": 0.08217908283133263, "mask_rcnn/false_positive": 0.12332231832137144, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5621395420021145, "total_loss": 1.1403303985716775} {"data_time": 0.012106780995964073, "eta_seconds": 46163.20244099822, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.2751846663270504, "fast_rcnn/fg_cls_accuracy": 0.7023704031900753, "iteration": 188499, "loss_box_reg": 0.2469322169199586, "loss_cls": 0.22355442331172526, "loss_mask": 0.2518952051177621, "loss_rpn_cls": 0.04628983559086919, "loss_rpn_loc": 0.0786360485944897, "loss_sem_seg": 0.33274505590088665, "lr": 0.02, "mask_rcnn/accuracy": 0.9069797896043197, "mask_rcnn/false_negative": 0.07923592293071066, "mask_rcnn/false_positive": 0.11122589846601483, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5503100304995314, "total_loss": 1.1948337657231605} {"data_time": 0.011630101507762447, "eta_seconds": 46166.05285783558, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.38096304591265395, "fast_rcnn/fg_cls_accuracy": 0.6085106382978723, "iteration": 188519, "loss_box_reg": 0.20864723925478756, "loss_cls": 0.19794487085891888, "loss_mask": 0.23747492767870426, "loss_rpn_cls": 0.039038218470523134, "loss_rpn_loc": 0.07098237500758842, "loss_sem_seg": 0.2703180336393416, "lr": 0.02, "mask_rcnn/accuracy": 0.9005417358330892, "mask_rcnn/false_negative": 0.08795890088912235, "mask_rcnn/false_positive": 0.11119649794204597, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5741709734938922, "total_loss": 1.0289423053036444} {"data_time": 0.012229133499204181, "eta_seconds": 46141.21130515291, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.37171215880893305, "fast_rcnn/fg_cls_accuracy": 0.5888794567062818, "iteration": 188539, "loss_box_reg": 0.23028999962843955, "loss_cls": 0.21800118952523917, "loss_mask": 0.25169015396386385, "loss_rpn_cls": 0.03729021724575432, "loss_rpn_loc": 0.07644684193655849, "loss_sem_seg": 0.2913699150085449, "lr": 0.02, "mask_rcnn/accuracy": 0.8940209471946674, "mask_rcnn/false_negative": 0.08509440183900752, "mask_rcnn/false_positive": 0.0932499690435443, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.563530087005347, "total_loss": 1.095350258081453} {"data_time": 0.012882109498605132, "eta_seconds": 46143.38938887578, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.25860849056603774, "fast_rcnn/fg_cls_accuracy": 0.7216911764705882, "iteration": 188559, "loss_box_reg": 0.21804147702641785, "loss_cls": 0.19685970898717642, "loss_mask": 0.2396688936278224, "loss_rpn_cls": 0.04033207966131158, "loss_rpn_loc": 0.0786171686486341, "loss_sem_seg": 0.31578118400648236, "lr": 0.02, "mask_rcnn/accuracy": 0.898993844482016, "mask_rcnn/false_negative": 0.08294905472541851, "mask_rcnn/false_positive": 0.11799252900887167, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.57620686449809, "total_loss": 1.093782818003092} {"data_time": 0.01252473499334883, "eta_seconds": 46141.28937202907, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.34421940928270045, "fast_rcnn/fg_cls_accuracy": 0.625400641025641, "iteration": 188579, "loss_box_reg": 0.22311408212408423, "loss_cls": 0.2080993470735848, "loss_mask": 0.24773868918418884, "loss_rpn_cls": 0.036522315844194964, "loss_rpn_loc": 0.06949014263227582, "loss_sem_seg": 0.31066530803218484, "lr": 0.02, "mask_rcnn/accuracy": 0.9001201645912602, "mask_rcnn/false_negative": 0.09887979700882692, "mask_rcnn/false_positive": 0.10379101889005815, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 239.75, "rpn/num_pos_anchors": 16.25, "time": 0.5724344410045887, "total_loss": 1.0995423362764996} {"data_time": 0.012085661503078882, "eta_seconds": 46142.105566740705, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.33084353976194586, "fast_rcnn/fg_cls_accuracy": 0.6553870710295291, "iteration": 188599, "loss_box_reg": 0.22461444640066475, "loss_cls": 0.19698829087428749, "loss_mask": 0.2392058689147234, "loss_rpn_cls": 0.03794817459129263, "loss_rpn_loc": 0.07777376132435165, "loss_sem_seg": 0.2910452364012599, "lr": 0.02, "mask_rcnn/accuracy": 0.8850624209860936, "mask_rcnn/false_negative": 0.09254508260175431, "mask_rcnn/false_positive": 0.1413856931649196, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5668711095058825, "total_loss": 1.0735872382065281} {"data_time": 0.01313546800520271, "eta_seconds": 46138.66864026622, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.32260061919504646, "fast_rcnn/fg_cls_accuracy": 0.6159067882472138, "iteration": 188619, "loss_box_reg": 0.23316535865888, "loss_cls": 0.20602090703323483, "loss_mask": 0.2506362162530422, "loss_rpn_cls": 0.04266612243372947, "loss_rpn_loc": 0.07003073347732425, "loss_sem_seg": 0.33229537960141897, "lr": 0.02, "mask_rcnn/accuracy": 0.9051090026653936, "mask_rcnn/false_negative": 0.07275978896949087, "mask_rcnn/false_positive": 0.12352202983976013, "roi_head/num_bg_samples": 460.5, "roi_head/num_fg_samples": 51.5, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5607281815100578, "total_loss": 1.1258774996676948} {"data_time": 0.012495491508161649, "eta_seconds": 46119.431591941015, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.33114035087719296, "fast_rcnn/fg_cls_accuracy": 0.6255251339997103, "iteration": 188639, "loss_box_reg": 0.21653514308854938, "loss_cls": 0.2452400722540915, "loss_mask": 0.2581847831606865, "loss_rpn_cls": 0.04671876330394298, "loss_rpn_loc": 0.06452083017211407, "loss_sem_seg": 0.34500902332365513, "lr": 0.02, "mask_rcnn/accuracy": 0.9001480221718317, "mask_rcnn/false_negative": 0.08821996029486098, "mask_rcnn/false_positive": 0.11514271706503919, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.563597601998481, "total_loss": 1.1559552674443694} {"data_time": 0.011680398994940333, "eta_seconds": 46126.07299924896, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.3663894489247312, "fast_rcnn/fg_cls_accuracy": 0.6046181630546956, "iteration": 188659, "loss_box_reg": 0.2256991700269282, "loss_cls": 0.20582729717716575, "loss_mask": 0.2566346568055451, "loss_rpn_cls": 0.03886451903235866, "loss_rpn_loc": 0.07465403457172215, "loss_sem_seg": 0.34159987955354154, "lr": 0.02, "mask_rcnn/accuracy": 0.8814552167885809, "mask_rcnn/false_negative": 0.10489266129517233, "mask_rcnn/false_positive": 0.11948598389158564, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5772567735039047, "total_loss": 1.1599154308496509} {"data_time": 0.01168034849979449, "eta_seconds": 46114.73159134907, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.3367003367003367, "fast_rcnn/fg_cls_accuracy": 0.6391914537075827, "iteration": 188679, "loss_box_reg": 0.245264156954363, "loss_cls": 0.2157069614622742, "loss_mask": 0.24464945634827018, "loss_rpn_cls": 0.044299204484559596, "loss_rpn_loc": 0.07433495597797446, "loss_sem_seg": 0.3041640007868409, "lr": 0.02, "mask_rcnn/accuracy": 0.8939764823520133, "mask_rcnn/false_negative": 0.08325012238997925, "mask_rcnn/false_positive": 0.1340836804532876, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.5726729134985362, "total_loss": 1.190752955393691} {"data_time": 0.01234454400400864, "eta_seconds": 46087.765757315465, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.3283502968617472, "fast_rcnn/fg_cls_accuracy": 0.6694878472222222, "iteration": 188699, "loss_box_reg": 0.24080613628029823, "loss_cls": 0.21687762928195298, "loss_mask": 0.25279419869184494, "loss_rpn_cls": 0.052445952940615825, "loss_rpn_loc": 0.098584235238377, "loss_sem_seg": 0.32643982907757163, "lr": 0.02, "mask_rcnn/accuracy": 0.8805861827904239, "mask_rcnn/false_negative": 0.09601996539946242, "mask_rcnn/false_positive": 0.11180664850150226, "roi_head/num_bg_samples": 456.5, "roi_head/num_fg_samples": 55.5, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.56267658649449, "total_loss": 1.1832035125698894} {"data_time": 0.01265809399774298, "eta_seconds": 46076.42819301556, "fast_rcnn/cls_accuracy": 0.908203125, "fast_rcnn/false_negative": 0.4440614083471226, "fast_rcnn/fg_cls_accuracy": 0.5127917833800186, "iteration": 188719, "loss_box_reg": 0.24889150075614452, "loss_cls": 0.23895030142739415, "loss_mask": 0.2599822757765651, "loss_rpn_cls": 0.04029315389925614, "loss_rpn_loc": 0.0685651411768049, "loss_sem_seg": 0.35116033907979727, "lr": 0.02, "mask_rcnn/accuracy": 0.8707319775958169, "mask_rcnn/false_negative": 0.09268452616372279, "mask_rcnn/false_positive": 0.14256044508506158, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5550018704961985, "total_loss": 1.2007669552840525} {"data_time": 0.01232419799634954, "eta_seconds": 46076.62038595699, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.2998159123563219, "fast_rcnn/fg_cls_accuracy": 0.661236802413273, "iteration": 188739, "loss_box_reg": 0.21893806522712111, "loss_cls": 0.2117376709356904, "loss_mask": 0.24016833491623402, "loss_rpn_cls": 0.04312433290760964, "loss_rpn_loc": 0.08274134167004377, "loss_sem_seg": 0.3063631160184741, "lr": 0.02, "mask_rcnn/accuracy": 0.917128738287768, "mask_rcnn/false_negative": 0.07560529745295914, "mask_rcnn/false_positive": 0.10445957402255851, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.574579158994311, "total_loss": 1.1313829861755949} {"data_time": 0.012464503008231986, "eta_seconds": 46099.186404005035, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.3173076923076923, "fast_rcnn/fg_cls_accuracy": 0.6381782545904683, "iteration": 188759, "loss_box_reg": 0.2561959638260305, "loss_cls": 0.2253001369535923, "loss_mask": 0.258543495554477, "loss_rpn_cls": 0.04436526319477707, "loss_rpn_loc": 0.08384279132587835, "loss_sem_seg": 0.31024487502872944, "lr": 0.02, "mask_rcnn/accuracy": 0.9015526954194891, "mask_rcnn/false_negative": 0.0943689615083701, "mask_rcnn/false_positive": 0.10078150797932746, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5747318349967827, "total_loss": 1.1952493613644037} {"data_time": 0.013114816501911264, "eta_seconds": 46067.20345931052, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.2653572166012802, "fast_rcnn/fg_cls_accuracy": 0.6472371503376051, "iteration": 188779, "loss_box_reg": 0.2628440214321017, "loss_cls": 0.226725043496117, "loss_mask": 0.25088911270722747, "loss_rpn_cls": 0.04739148373482749, "loss_rpn_loc": 0.09299790806835517, "loss_sem_seg": 0.33210491854697466, "lr": 0.02, "mask_rcnn/accuracy": 0.9052385364697334, "mask_rcnn/false_negative": 0.07988096498565236, "mask_rcnn/false_positive": 0.10251122224223154, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5630899219977437, "total_loss": 1.2214053515926935} {"data_time": 0.012730151502182707, "eta_seconds": 46076.488905744794, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.29585101367279587, "fast_rcnn/fg_cls_accuracy": 0.6416666666666666, "iteration": 188799, "loss_box_reg": 0.2382835098542273, "loss_cls": 0.22922689141705632, "loss_mask": 0.2517942674458027, "loss_rpn_cls": 0.03852870152331889, "loss_rpn_loc": 0.0820212698308751, "loss_sem_seg": 0.30549685237929225, "lr": 0.02, "mask_rcnn/accuracy": 0.8983602875112309, "mask_rcnn/false_negative": 0.09725895591794492, "mask_rcnn/false_positive": 0.08999517721824914, "roi_head/num_bg_samples": 432.5, "roi_head/num_fg_samples": 79.5, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5677083405025769, "total_loss": 1.164878617884824} {"data_time": 0.01203298599284608, "eta_seconds": 46035.341736049835, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.3017303532804614, "fast_rcnn/fg_cls_accuracy": 0.6471291866028708, "iteration": 188819, "loss_box_reg": 0.23084482224658132, "loss_cls": 0.20986317517235875, "loss_mask": 0.243891395162791, "loss_rpn_cls": 0.043016326817451045, "loss_rpn_loc": 0.07311232859501615, "loss_sem_seg": 0.32111339876428246, "lr": 0.02, "mask_rcnn/accuracy": 0.8990289926308416, "mask_rcnn/false_negative": 0.08788780576317982, "mask_rcnn/false_positive": 0.09816200978173414, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5578239170063171, "total_loss": 1.1703602847264847} {"data_time": 0.013109392508340534, "eta_seconds": 46070.71233934461, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.3355855855855856, "fast_rcnn/fg_cls_accuracy": 0.6476574500768049, "iteration": 188839, "loss_box_reg": 0.24136229883879423, "loss_cls": 0.21905857417732477, "loss_mask": 0.24900478310883045, "loss_rpn_cls": 0.049986272817477584, "loss_rpn_loc": 0.08411975164199248, "loss_sem_seg": 0.31618442689068615, "lr": 0.02, "mask_rcnn/accuracy": 0.8905703876378137, "mask_rcnn/false_negative": 0.10108438678809764, "mask_rcnn/false_positive": 0.09736296564970234, "roi_head/num_bg_samples": 430.5, "roi_head/num_fg_samples": 81.5, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.5796877355023753, "total_loss": 1.1541413665108848} {"data_time": 0.012133714000810869, "eta_seconds": 46044.58352243848, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.4373737373737374, "fast_rcnn/fg_cls_accuracy": 0.5171423276501113, "iteration": 188859, "loss_box_reg": 0.22104448173195124, "loss_cls": 0.20209389179944992, "loss_mask": 0.25449590804055333, "loss_rpn_cls": 0.04508466925472021, "loss_rpn_loc": 0.07833352033048868, "loss_sem_seg": 0.3056400828063488, "lr": 0.02, "mask_rcnn/accuracy": 0.8931745735953183, "mask_rcnn/false_negative": 0.07938796732032742, "mask_rcnn/false_positive": 0.1254697586921312, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5659504904979258, "total_loss": 1.1240607847867068} {"data_time": 0.01202757700229995, "eta_seconds": 46015.12053503184, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.3479395860525825, "fast_rcnn/fg_cls_accuracy": 0.6078700526195379, "iteration": 188879, "loss_box_reg": 0.26996444538235664, "loss_cls": 0.22917143208906054, "loss_mask": 0.26515010790899396, "loss_rpn_cls": 0.04187462467234582, "loss_rpn_loc": 0.0725122659932822, "loss_sem_seg": 0.3234555514063686, "lr": 0.02, "mask_rcnn/accuracy": 0.8807289537845879, "mask_rcnn/false_negative": 0.09989783296694923, "mask_rcnn/false_positive": 0.14472986023623735, "roi_head/num_bg_samples": 460.0, "roi_head/num_fg_samples": 52.0, "rpn/num_neg_anchors": 234.25, "rpn/num_pos_anchors": 21.75, "time": 0.5727216719969874, "total_loss": 1.2048609385965392} {"data_time": 0.012298098998144269, "eta_seconds": 45980.35278147751, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.2789230242119689, "fast_rcnn/fg_cls_accuracy": 0.6672747298134508, "iteration": 188899, "loss_box_reg": 0.2231924901716411, "loss_cls": 0.20385054778307676, "loss_mask": 0.24652765598148108, "loss_rpn_cls": 0.04572674707742408, "loss_rpn_loc": 0.07238024976686575, "loss_sem_seg": 0.3264532070606947, "lr": 0.02, "mask_rcnn/accuracy": 0.8977828196398987, "mask_rcnn/false_negative": 0.09354245823506108, "mask_rcnn/false_positive": 0.11727794160388685, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5594945725024445, "total_loss": 1.1283057274267776} {"data_time": 0.012449187495803926, "eta_seconds": 45953.777492010195, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3500863031779876, "fast_rcnn/fg_cls_accuracy": 0.6015015762402522, "iteration": 188919, "loss_box_reg": 0.21785179059952497, "loss_cls": 0.19269199017435312, "loss_mask": 0.25009453063830733, "loss_rpn_cls": 0.037490129441721365, "loss_rpn_loc": 0.07243950245901942, "loss_sem_seg": 0.3178042243234813, "lr": 0.02, "mask_rcnn/accuracy": 0.8845812187417095, "mask_rcnn/false_negative": 0.09590999123562371, "mask_rcnn/false_positive": 0.13745917872058727, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5639912494953023, "total_loss": 1.1056645776989171} {"data_time": 0.013119538001774345, "eta_seconds": 45917.28752766887, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.35858585858585856, "fast_rcnn/fg_cls_accuracy": 0.5603166749134092, "iteration": 188939, "loss_box_reg": 0.21041518356651068, "loss_cls": 0.19303884636610746, "loss_mask": 0.25382749596610665, "loss_rpn_cls": 0.04247783569735475, "loss_rpn_loc": 0.07840491633396596, "loss_sem_seg": 0.28334656078368425, "lr": 0.02, "mask_rcnn/accuracy": 0.8889212980470131, "mask_rcnn/false_negative": 0.10655231111880456, "mask_rcnn/false_positive": 0.11282557101630127, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5601828705039225, "total_loss": 1.0673682712076697} {"data_time": 0.012511137501860503, "eta_seconds": 45892.858261789515, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.34768270160935716, "fast_rcnn/fg_cls_accuracy": 0.619184768270161, "iteration": 188959, "loss_box_reg": 0.2453595600090921, "loss_cls": 0.2012637546285987, "loss_mask": 0.25717691518366337, "loss_rpn_cls": 0.046754148323088884, "loss_rpn_loc": 0.07634513928496744, "loss_sem_seg": 0.30944231851026416, "lr": 0.02, "mask_rcnn/accuracy": 0.8791913834911955, "mask_rcnn/false_negative": 0.09631617760946379, "mask_rcnn/false_positive": 0.11752787787012636, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5718357895020745, "total_loss": 1.2160648051649332} {"data_time": 0.011685952493280638, "eta_seconds": 45840.761522909845, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.3602941176470588, "fast_rcnn/fg_cls_accuracy": 0.6397058823529411, "iteration": 188979, "loss_box_reg": 0.2405266659334302, "loss_cls": 0.21771662938408554, "loss_mask": 0.2605572072789073, "loss_rpn_cls": 0.04511168773751706, "loss_rpn_loc": 0.07512813588255085, "loss_sem_seg": 0.30042679188773036, "lr": 0.02, "mask_rcnn/accuracy": 0.869580556055966, "mask_rcnn/false_negative": 0.09644843715011713, "mask_rcnn/false_positive": 0.13531102678790427, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5646771725005237, "total_loss": 1.1507823677675333} {"data_time": 0.013705392499105074, "eta_seconds": 45846.35511399278, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.3311631944444444, "fast_rcnn/fg_cls_accuracy": 0.6586334745762712, "iteration": 188999, "loss_box_reg": 0.24023366207256913, "loss_cls": 0.21850114921107888, "loss_mask": 0.2554728761315346, "loss_rpn_cls": 0.03730977437226102, "loss_rpn_loc": 0.07690744800493121, "loss_sem_seg": 0.30541399866342545, "lr": 0.02, "mask_rcnn/accuracy": 0.8984267759289264, "mask_rcnn/false_negative": 0.0973794294108059, "mask_rcnn/false_positive": 0.12318344256262462, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5647264850049396, "total_loss": 1.1647980333291343} {"data_time": 0.012137234007241204, "eta_seconds": 45872.6977686037, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.4, "fast_rcnn/fg_cls_accuracy": 0.5846935632891901, "iteration": 189019, "loss_box_reg": 0.24333088472485542, "loss_cls": 0.2134786646347493, "loss_mask": 0.2613484710454941, "loss_rpn_cls": 0.04827917227521539, "loss_rpn_loc": 0.0805105876061134, "loss_sem_seg": 0.3188804956153035, "lr": 0.02, "mask_rcnn/accuracy": 0.8815835904942151, "mask_rcnn/false_negative": 0.11470276836420593, "mask_rcnn/false_positive": 0.13001493315596518, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5686205070014694, "total_loss": 1.2051904425024986} {"data_time": 0.012294091000512708, "eta_seconds": 45885.76583331036, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.3278967867575463, "fast_rcnn/fg_cls_accuracy": 0.6215198165738618, "iteration": 189039, "loss_box_reg": 0.22605192847549915, "loss_cls": 0.22433042584452778, "loss_mask": 0.25051002483814955, "loss_rpn_cls": 0.04687850833579432, "loss_rpn_loc": 0.0712551872129552, "loss_sem_seg": 0.3075597696006298, "lr": 0.02, "mask_rcnn/accuracy": 0.8949371629585379, "mask_rcnn/false_negative": 0.0991000109894461, "mask_rcnn/false_positive": 0.1259804889346176, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 237.5, "rpn/num_pos_anchors": 18.5, "time": 0.5839476739929523, "total_loss": 1.1372928658965975} {"data_time": 0.012892656995973084, "eta_seconds": 45890.676264810245, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.2737630716403933, "fast_rcnn/fg_cls_accuracy": 0.6545800834391438, "iteration": 189059, "loss_box_reg": 0.2276297640055418, "loss_cls": 0.21083565149456263, "loss_mask": 0.24845270719379187, "loss_rpn_cls": 0.04502112150657922, "loss_rpn_loc": 0.08078520139679313, "loss_sem_seg": 0.30956256622448564, "lr": 0.02, "mask_rcnn/accuracy": 0.8898203171537195, "mask_rcnn/false_negative": 0.07774986479779092, "mask_rcnn/false_positive": 0.13019770171663098, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.5771886805014219, "total_loss": 1.1578511357074603} {"data_time": 0.011112540996691678, "eta_seconds": 45873.35189566461, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3983325238789056, "fast_rcnn/fg_cls_accuracy": 0.5605831876688384, "iteration": 189079, "loss_box_reg": 0.22748447745107114, "loss_cls": 0.20096221240237355, "loss_mask": 0.2514700712636113, "loss_rpn_cls": 0.04095080011757091, "loss_rpn_loc": 0.0771514999360079, "loss_sem_seg": 0.32666175719350576, "lr": 0.02, "mask_rcnn/accuracy": 0.897525401670102, "mask_rcnn/false_negative": 0.09197728554570359, "mask_rcnn/false_positive": 0.1155672084371105, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5651372899956186, "total_loss": 1.127923064006609} {"data_time": 0.012820313495467417, "eta_seconds": 45876.56202545137, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3476052249637155, "fast_rcnn/fg_cls_accuracy": 0.6012820512820513, "iteration": 189099, "loss_box_reg": 0.2214568266645074, "loss_cls": 0.19018294755369425, "loss_mask": 0.2404708289541304, "loss_rpn_cls": 0.040539110312238336, "loss_rpn_loc": 0.07292288847384043, "loss_sem_seg": 0.32499656546860933, "lr": 0.02, "mask_rcnn/accuracy": 0.891571229555652, "mask_rcnn/false_negative": 0.08202228512478088, "mask_rcnn/false_positive": 0.12333644640014128, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.560563307000848, "total_loss": 1.0996481770416722} {"data_time": 0.012437188997864723, "eta_seconds": 45897.28678032071, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.3323376623376624, "fast_rcnn/fg_cls_accuracy": 0.643944099378882, "iteration": 189119, "loss_box_reg": 0.21247235080227256, "loss_cls": 0.21287323720753193, "loss_mask": 0.24210153799504042, "loss_rpn_cls": 0.048601646994939074, "loss_rpn_loc": 0.0697187940531876, "loss_sem_seg": 0.29406430665403605, "lr": 0.02, "mask_rcnn/accuracy": 0.8961969790413667, "mask_rcnn/false_negative": 0.091701111656289, "mask_rcnn/false_positive": 0.10872231831785889, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.574640349499532, "total_loss": 1.078106587563525} {"data_time": 0.011762902009650134, "eta_seconds": 45893.81678106876, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.31863822452057744, "fast_rcnn/fg_cls_accuracy": 0.6555028129395217, "iteration": 189139, "loss_box_reg": 0.23057514056563377, "loss_cls": 0.19428789429366589, "loss_mask": 0.25371743086725473, "loss_rpn_cls": 0.042661569255869836, "loss_rpn_loc": 0.08868087525479496, "loss_sem_seg": 0.32821834133937955, "lr": 0.02, "mask_rcnn/accuracy": 0.905898615364592, "mask_rcnn/false_negative": 0.08797991023293529, "mask_rcnn/false_positive": 0.11166783114802137, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5603363109985366, "total_loss": 1.0979656672861893} {"data_time": 0.012430728995241225, "eta_seconds": 45894.10995456882, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.32191590086326927, "fast_rcnn/fg_cls_accuracy": 0.5902930739109153, "iteration": 189159, "loss_box_reg": 0.24362548300996423, "loss_cls": 0.22449866216629744, "loss_mask": 0.2507284162566066, "loss_rpn_cls": 0.04552736098412424, "loss_rpn_loc": 0.06545107753481716, "loss_sem_seg": 0.28747285855934024, "lr": 0.02, "mask_rcnn/accuracy": 0.8917810111131095, "mask_rcnn/false_negative": 0.09447497199111277, "mask_rcnn/false_positive": 0.10793921206919571, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5784678920026636, "total_loss": 1.136021568774595} {"data_time": 0.012512398505350575, "eta_seconds": 45863.238768960575, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.28262362637362637, "fast_rcnn/fg_cls_accuracy": 0.7124421631000579, "iteration": 189179, "loss_box_reg": 0.2236944753676653, "loss_cls": 0.20681559247896075, "loss_mask": 0.24397948756814003, "loss_rpn_cls": 0.037843408063054085, "loss_rpn_loc": 0.06712834251811728, "loss_sem_seg": 0.3230685079470277, "lr": 0.02, "mask_rcnn/accuracy": 0.908897984928943, "mask_rcnn/false_negative": 0.08405388681069242, "mask_rcnn/false_positive": 0.09757828086291416, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5656340254936367, "total_loss": 1.1237371997558512} {"data_time": 0.012835247493057977, "eta_seconds": 45841.58580963274, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.3759338400809056, "fast_rcnn/fg_cls_accuracy": 0.5982312555758116, "iteration": 189199, "loss_box_reg": 0.23814066080376506, "loss_cls": 0.24227982410229743, "loss_mask": 0.25797640439122915, "loss_rpn_cls": 0.038728589250240475, "loss_rpn_loc": 0.07327303267084062, "loss_sem_seg": 0.3365557035431266, "lr": 0.02, "mask_rcnn/accuracy": 0.894856418262072, "mask_rcnn/false_negative": 0.1036482686392117, "mask_rcnn/false_positive": 0.11414100518929729, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 206.25, "rpn/num_pos_anchors": 49.75, "time": 0.5649896434988477, "total_loss": 1.1490068590355804} {"data_time": 0.012292712497583125, "eta_seconds": 45822.25874854116, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.32614942528735635, "fast_rcnn/fg_cls_accuracy": 0.623434790984396, "iteration": 189219, "loss_box_reg": 0.24755773786455393, "loss_cls": 0.21485890401527286, "loss_mask": 0.25611770898103714, "loss_rpn_cls": 0.04048365924973041, "loss_rpn_loc": 0.08048380160471424, "loss_sem_seg": 0.33241743221879005, "lr": 0.02, "mask_rcnn/accuracy": 0.8831367611979857, "mask_rcnn/false_negative": 0.09418124450407357, "mask_rcnn/false_positive": 0.1329357248816842, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.553676693009038, "total_loss": 1.1844359982933383} {"data_time": 0.012370008502330165, "eta_seconds": 45781.1994212938, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.31149425287356325, "fast_rcnn/fg_cls_accuracy": 0.6708333333333334, "iteration": 189239, "loss_box_reg": 0.24305219657253474, "loss_cls": 0.23269551573321223, "loss_mask": 0.25273001473397017, "loss_rpn_cls": 0.045592276350362226, "loss_rpn_loc": 0.09030495351180434, "loss_sem_seg": 0.2990086693316698, "lr": 0.02, "mask_rcnn/accuracy": 0.8896816539115646, "mask_rcnn/false_negative": 0.09390429739932349, "mask_rcnn/false_positive": 0.10373943468550134, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.550836870999774, "total_loss": 1.173134071577806} {"data_time": 0.012681425498158205, "eta_seconds": 45760.14248852092, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.42825838414634143, "fast_rcnn/fg_cls_accuracy": 0.5597105249886529, "iteration": 189259, "loss_box_reg": 0.23554706294089556, "loss_cls": 0.21382682584226131, "loss_mask": 0.2577753341756761, "loss_rpn_cls": 0.04406170954462141, "loss_rpn_loc": 0.08327646763063967, "loss_sem_seg": 0.30094058671966195, "lr": 0.02, "mask_rcnn/accuracy": 0.8794941101818675, "mask_rcnn/false_negative": 0.10366151697204745, "mask_rcnn/false_positive": 0.12749380391963136, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.559036227496108, "total_loss": 1.1120350891724229} {"data_time": 0.011842915504530538, "eta_seconds": 45755.907057764685, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.3412324343196299, "fast_rcnn/fg_cls_accuracy": 0.6066324992463068, "iteration": 189279, "loss_box_reg": 0.19028656743466854, "loss_cls": 0.18979191686958075, "loss_mask": 0.24695122055709362, "loss_rpn_cls": 0.04481776888133027, "loss_rpn_loc": 0.06273258471628651, "loss_sem_seg": 0.29940457036718726, "lr": 0.02, "mask_rcnn/accuracy": 0.908410377732024, "mask_rcnn/false_negative": 0.07960853161711273, "mask_rcnn/false_positive": 0.11033487736888326, "roi_head/num_bg_samples": 459.25, "roi_head/num_fg_samples": 52.75, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5706629719934426, "total_loss": 1.092530961817829} {"data_time": 0.011908966000191867, "eta_seconds": 45727.70935382176, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.2642451298701298, "fast_rcnn/fg_cls_accuracy": 0.7340460526315788, "iteration": 189299, "loss_box_reg": 0.22724267281591892, "loss_cls": 0.19933756883256137, "loss_mask": 0.23766517080366611, "loss_rpn_cls": 0.0495056645013392, "loss_rpn_loc": 0.06915952470444608, "loss_sem_seg": 0.3423653421923518, "lr": 0.02, "mask_rcnn/accuracy": 0.9038085552753921, "mask_rcnn/false_negative": 0.07138742042371816, "mask_rcnn/false_positive": 0.10201495036316245, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5573829710046994, "total_loss": 1.1465990954311565} {"data_time": 0.01279050199809717, "eta_seconds": 45726.8453306807, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.2760292691527815, "fast_rcnn/fg_cls_accuracy": 0.6920216362407032, "iteration": 189319, "loss_box_reg": 0.2377097117714584, "loss_cls": 0.2203022758476436, "loss_mask": 0.24895885400474072, "loss_rpn_cls": 0.04651396465487778, "loss_rpn_loc": 0.08644692852976732, "loss_sem_seg": 0.3618094155099243, "lr": 0.02, "mask_rcnn/accuracy": 0.9006364194892617, "mask_rcnn/false_negative": 0.09310426852821768, "mask_rcnn/false_positive": 0.11494076436344033, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5712868390037329, "total_loss": 1.2203099492908223} {"data_time": 0.012106807495001704, "eta_seconds": 45688.58651659472, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.24733225855980345, "fast_rcnn/fg_cls_accuracy": 0.6930005535148192, "iteration": 189339, "loss_box_reg": 0.21046292362734675, "loss_cls": 0.1987435221672058, "loss_mask": 0.23819079250097275, "loss_rpn_cls": 0.038294149195280625, "loss_rpn_loc": 0.07089341356186196, "loss_sem_seg": 0.31527845468372107, "lr": 0.02, "mask_rcnn/accuracy": 0.8900696296755785, "mask_rcnn/false_negative": 0.06669274185922738, "mask_rcnn/false_positive": 0.14327943625165981, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5540941740036942, "total_loss": 1.0663861514767632} {"data_time": 0.01165874249272747, "eta_seconds": 45687.68699045909, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.2876945126945127, "fast_rcnn/fg_cls_accuracy": 0.657262277951933, "iteration": 189359, "loss_box_reg": 0.22664497001096606, "loss_cls": 0.1914042509160936, "loss_mask": 0.24908519675955176, "loss_rpn_cls": 0.049168333353009075, "loss_rpn_loc": 0.08604614366777241, "loss_sem_seg": 0.2980108200572431, "lr": 0.02, "mask_rcnn/accuracy": 0.8858230331444616, "mask_rcnn/false_negative": 0.10112531152811977, "mask_rcnn/false_positive": 0.12899816691034005, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.5629914059973089, "total_loss": 1.0857864516437985} {"data_time": 0.012592788494657725, "eta_seconds": 45697.78169678454, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3334677419354839, "fast_rcnn/fg_cls_accuracy": 0.6275941033347645, "iteration": 189379, "loss_box_reg": 0.23438894422724843, "loss_cls": 0.2060106951976195, "loss_mask": 0.24770943261682987, "loss_rpn_cls": 0.04502866341499612, "loss_rpn_loc": 0.08224247803445905, "loss_sem_seg": 0.311808149330318, "lr": 0.02, "mask_rcnn/accuracy": 0.8974714157861106, "mask_rcnn/false_negative": 0.07878186588458458, "mask_rcnn/false_positive": 0.12046909585410998, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.5694208150016493, "total_loss": 1.1574414854403585} {"data_time": 0.011877814002218656, "eta_seconds": 45665.0247283391, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.2987640328151986, "fast_rcnn/fg_cls_accuracy": 0.6468763845813026, "iteration": 189399, "loss_box_reg": 0.22123400960117579, "loss_cls": 0.22038842760957778, "loss_mask": 0.2588878162205219, "loss_rpn_cls": 0.03940272345789708, "loss_rpn_loc": 0.0850504808477126, "loss_sem_seg": 0.26329438714310527, "lr": 0.02, "mask_rcnn/accuracy": 0.9029934849628285, "mask_rcnn/false_negative": 0.1032664482739053, "mask_rcnn/false_positive": 0.10713019391594272, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5589092029986205, "total_loss": 1.1261933228524867} {"data_time": 0.011695394503476564, "eta_seconds": 45631.737812783984, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.33974358974358976, "fast_rcnn/fg_cls_accuracy": 0.6146719891541763, "iteration": 189419, "loss_box_reg": 0.24421053286641836, "loss_cls": 0.2061982040759176, "loss_mask": 0.25939083471894264, "loss_rpn_cls": 0.039221385843120515, "loss_rpn_loc": 0.08197606037720107, "loss_sem_seg": 0.31910895090550184, "lr": 0.02, "mask_rcnn/accuracy": 0.9005086673223506, "mask_rcnn/false_negative": 0.10265090513496956, "mask_rcnn/false_positive": 0.10744223781478143, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.5522490924995509, "total_loss": 1.1197435355279595} {"data_time": 0.013533616496715695, "eta_seconds": 45650.794263083444, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.40038014311270126, "fast_rcnn/fg_cls_accuracy": 0.5408936651583711, "iteration": 189439, "loss_box_reg": 0.21782975364476442, "loss_cls": 0.19864317798055708, "loss_mask": 0.24527861876413226, "loss_rpn_cls": 0.036674005721579306, "loss_rpn_loc": 0.06807773874606937, "loss_sem_seg": 0.34564401861280203, "lr": 0.02, "mask_rcnn/accuracy": 0.9011360663146377, "mask_rcnn/false_negative": 0.07615425534669062, "mask_rcnn/false_positive": 0.14383492782498586, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.5763422870077193, "total_loss": 1.1226618423388572} {"data_time": 0.012691451505816076, "eta_seconds": 45639.46103875329, "fast_rcnn/cls_accuracy": 0.95751953125, "fast_rcnn/false_negative": 0.3054049744897959, "fast_rcnn/fg_cls_accuracy": 0.6801360544217687, "iteration": 189459, "loss_box_reg": 0.2212662505917251, "loss_cls": 0.2048829256091267, "loss_mask": 0.2549820328131318, "loss_rpn_cls": 0.04133096052100882, "loss_rpn_loc": 0.06704472668934613, "loss_sem_seg": 0.3186419755220413, "lr": 0.02, "mask_rcnn/accuracy": 0.8998617002980968, "mask_rcnn/false_negative": 0.0907862427703748, "mask_rcnn/false_positive": 0.1021022999368105, "roi_head/num_bg_samples": 459.75, "roi_head/num_fg_samples": 52.25, "rpn/num_neg_anchors": 236.75, "rpn/num_pos_anchors": 19.25, "time": 0.5591205199889373, "total_loss": 1.139360090252012} {"data_time": 0.012174697003501933, "eta_seconds": 45628.12781442313, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.3009350091968118, "fast_rcnn/fg_cls_accuracy": 0.6669879962446352, "iteration": 189479, "loss_box_reg": 0.23985169036313891, "loss_cls": 0.2088799092452973, "loss_mask": 0.25468752533197403, "loss_rpn_cls": 0.042234930937411264, "loss_rpn_loc": 0.0740922296536155, "loss_sem_seg": 0.314948006067425, "lr": 0.02, "mask_rcnn/accuracy": 0.9005292752730344, "mask_rcnn/false_negative": 0.08629291876333967, "mask_rcnn/false_positive": 0.11563972599824202, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5631622439977946, "total_loss": 1.1653963663848117} {"data_time": 0.012792818000889383, "eta_seconds": 45624.82834824961, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.34905186837702173, "fast_rcnn/fg_cls_accuracy": 0.5912392446083361, "iteration": 189499, "loss_box_reg": 0.23025001492351294, "loss_cls": 0.19893553014844656, "loss_mask": 0.26007686741650105, "loss_rpn_cls": 0.041721161711393506, "loss_rpn_loc": 0.0752831298741512, "loss_sem_seg": 0.33851974457502365, "lr": 0.02, "mask_rcnn/accuracy": 0.8834029029845021, "mask_rcnn/false_negative": 0.1041596249823385, "mask_rcnn/false_positive": 0.1136396851896886, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5669278744971962, "total_loss": 1.1372133602853864} {"data_time": 0.012619057997653726, "eta_seconds": 45599.775745035775, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.29546180038306025, "fast_rcnn/fg_cls_accuracy": 0.644116677653263, "iteration": 189519, "loss_box_reg": 0.2154993461444974, "loss_cls": 0.19702098704874516, "loss_mask": 0.2555441162548959, "loss_rpn_cls": 0.03534664507606067, "loss_rpn_loc": 0.07479278405662626, "loss_sem_seg": 0.3142526354640722, "lr": 0.02, "mask_rcnn/accuracy": 0.8908419126725013, "mask_rcnn/false_negative": 0.08585599866010199, "mask_rcnn/false_positive": 0.1276543256764892, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5603030264974223, "total_loss": 1.0880405410498497} {"data_time": 0.012135926997871138, "eta_seconds": 45594.128141432666, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.31651494331844726, "fast_rcnn/fg_cls_accuracy": 0.6313054773760554, "iteration": 189539, "loss_box_reg": 0.2342686376068741, "loss_cls": 0.21898614801466465, "loss_mask": 0.2567256120964885, "loss_rpn_cls": 0.04269899407518096, "loss_rpn_loc": 0.07918800911284052, "loss_sem_seg": 0.3197479918599129, "lr": 0.02, "mask_rcnn/accuracy": 0.879973712045794, "mask_rcnn/false_negative": 0.09481599951939247, "mask_rcnn/false_positive": 0.14441788650037204, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5653857569996035, "total_loss": 1.1762058575404808} {"data_time": 0.0129443519981578, "eta_seconds": 45572.040236385816, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.40800304878048776, "fast_rcnn/fg_cls_accuracy": 0.548439257592801, "iteration": 189559, "loss_box_reg": 0.23043795698322356, "loss_cls": 0.2188337054103613, "loss_mask": 0.251715081743896, "loss_rpn_cls": 0.0433992414327804, "loss_rpn_loc": 0.07329392264364287, "loss_sem_seg": 0.30189760494977236, "lr": 0.02, "mask_rcnn/accuracy": 0.8828595967607822, "mask_rcnn/false_negative": 0.09491544162115187, "mask_rcnn/false_positive": 0.13657378732660128, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5718656570024905, "total_loss": 1.1786080854944885} {"data_time": 0.012393146505928598, "eta_seconds": 45565.78031077549, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.30970314576871955, "fast_rcnn/fg_cls_accuracy": 0.6156462585034014, "iteration": 189579, "loss_box_reg": 0.23721779510378838, "loss_cls": 0.2204146315343678, "loss_mask": 0.2512542614713311, "loss_rpn_cls": 0.04822166950907558, "loss_rpn_loc": 0.0811958631966263, "loss_sem_seg": 0.36014712043106556, "lr": 0.02, "mask_rcnn/accuracy": 0.8921869286220017, "mask_rcnn/false_negative": 0.10109283212038431, "mask_rcnn/false_positive": 0.10963835598336699, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5743119545004447, "total_loss": 1.2301670189917786} {"data_time": 0.012173435992735904, "eta_seconds": 45554.44849935539, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3608513779527559, "fast_rcnn/fg_cls_accuracy": 0.6067023428832474, "iteration": 189599, "loss_box_reg": 0.23185708560049534, "loss_cls": 0.21230133925564587, "loss_mask": 0.2425203388556838, "loss_rpn_cls": 0.04008719959529117, "loss_rpn_loc": 0.07735821604728699, "loss_sem_seg": 0.33540279790759087, "lr": 0.02, "mask_rcnn/accuracy": 0.9001424825206599, "mask_rcnn/false_negative": 0.07327603168389271, "mask_rcnn/false_positive": 0.14301967596425338, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5664085304961191, "total_loss": 1.1553908021742245} {"data_time": 0.012291906001337338, "eta_seconds": 45518.480995884755, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.25832488167680867, "fast_rcnn/fg_cls_accuracy": 0.6817311041448972, "iteration": 189619, "loss_box_reg": 0.2418822159525007, "loss_cls": 0.21189752407371998, "loss_mask": 0.2598666651174426, "loss_rpn_cls": 0.04000504419673234, "loss_rpn_loc": 0.08059648697962984, "loss_sem_seg": 0.29610407911241055, "lr": 0.02, "mask_rcnn/accuracy": 0.8984851474286762, "mask_rcnn/false_negative": 0.09246138196913796, "mask_rcnn/false_positive": 0.1083459968206895, "roi_head/num_bg_samples": 458.0, "roi_head/num_fg_samples": 54.0, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5480352294980548, "total_loss": 1.1464800868998282} {"data_time": 0.012811857501219492, "eta_seconds": 45500.153460274196, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.30772387753426905, "fast_rcnn/fg_cls_accuracy": 0.686521877994251, "iteration": 189639, "loss_box_reg": 0.22870496031828225, "loss_cls": 0.23387173935770988, "loss_mask": 0.25225864816457033, "loss_rpn_cls": 0.04412517452146858, "loss_rpn_loc": 0.09329437837004662, "loss_sem_seg": 0.3301229579374194, "lr": 0.02, "mask_rcnn/accuracy": 0.9116053450978701, "mask_rcnn/false_negative": 0.07617348677674564, "mask_rcnn/false_positive": 0.10780305944833843, "roi_head/num_bg_samples": 464.0, "roi_head/num_fg_samples": 48.0, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5634658735070843, "total_loss": 1.1781366181385238} {"data_time": 0.012726927998301107, "eta_seconds": 45420.133989565926, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.3450899031811895, "fast_rcnn/fg_cls_accuracy": 0.6340767634854771, "iteration": 189659, "loss_box_reg": 0.23606952652335167, "loss_cls": 0.21106763812713325, "loss_mask": 0.2482860847376287, "loss_rpn_cls": 0.038930742419324815, "loss_rpn_loc": 0.06953175654052757, "loss_sem_seg": 0.2932820930145681, "lr": 0.02, "mask_rcnn/accuracy": 0.8923975553137717, "mask_rcnn/false_negative": 0.08829837414588118, "mask_rcnn/false_positive": 0.1273438848618323, "roi_head/num_bg_samples": 457.5, "roi_head/num_fg_samples": 54.5, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5644471400009934, "total_loss": 1.1054263009282295} {"data_time": 0.01317785350693157, "eta_seconds": 45398.556344471166, "fast_rcnn/cls_accuracy": 0.91015625, "fast_rcnn/false_negative": 0.34679913768863063, "fast_rcnn/fg_cls_accuracy": 0.6217428999906272, "iteration": 189679, "loss_box_reg": 0.2294492160435766, "loss_cls": 0.20959241781383753, "loss_mask": 0.2513013379648328, "loss_rpn_cls": 0.040853503975085914, "loss_rpn_loc": 0.08168148569529876, "loss_sem_seg": 0.31684910925105214, "lr": 0.02, "mask_rcnn/accuracy": 0.8917687577707176, "mask_rcnn/false_negative": 0.10139703904587614, "mask_rcnn/false_positive": 0.11996633204253615, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 195.25, "rpn/num_pos_anchors": 60.75, "time": 0.5663848010008223, "total_loss": 1.153004189953208} {"data_time": 0.013081926001177635, "eta_seconds": 45407.79743617865, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.33298694377831073, "fast_rcnn/fg_cls_accuracy": 0.6260177532904805, "iteration": 189699, "loss_box_reg": 0.21478458726778626, "loss_cls": 0.21815307973884046, "loss_mask": 0.2529135076329112, "loss_rpn_cls": 0.03920602808648255, "loss_rpn_loc": 0.06029149331152439, "loss_sem_seg": 0.30887754168361425, "lr": 0.02, "mask_rcnn/accuracy": 0.9000224502152168, "mask_rcnn/false_negative": 0.07931994081288334, "mask_rcnn/false_positive": 0.11097634470330503, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5653306039966992, "total_loss": 1.1113909811829217} {"data_time": 0.012146427994593978, "eta_seconds": 45435.128768385825, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.3065217391304348, "fast_rcnn/fg_cls_accuracy": 0.5826302729528536, "iteration": 189719, "loss_box_reg": 0.24539111647754908, "loss_cls": 0.23489254619926214, "loss_mask": 0.26715705962851644, "loss_rpn_cls": 0.04746528872055933, "loss_rpn_loc": 0.07566569204209372, "loss_sem_seg": 0.3581784856505692, "lr": 0.02, "mask_rcnn/accuracy": 0.8957427822319404, "mask_rcnn/false_negative": 0.09162492242748661, "mask_rcnn/false_positive": 0.09964962958425524, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 238.25, "rpn/num_pos_anchors": 17.75, "time": 0.5732828514956054, "total_loss": 1.2534143466036767} {"data_time": 0.012515444002929144, "eta_seconds": 45374.906637165965, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.3095634480207177, "fast_rcnn/fg_cls_accuracy": 0.6432015429122468, "iteration": 189739, "loss_box_reg": 0.24847994884476066, "loss_cls": 0.2351863393560052, "loss_mask": 0.2650146661326289, "loss_rpn_cls": 0.04087161866482347, "loss_rpn_loc": 0.07830228673992679, "loss_sem_seg": 0.3178209764882922, "lr": 0.02, "mask_rcnn/accuracy": 0.8901915152953359, "mask_rcnn/false_negative": 0.08122006540401105, "mask_rcnn/false_positive": 0.14669284825519413, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5610343754960923, "total_loss": 1.2245305289980024} {"data_time": 0.01193989600869827, "eta_seconds": 45338.55907030331, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.3565068493150685, "fast_rcnn/fg_cls_accuracy": 0.5902523402523403, "iteration": 189759, "loss_box_reg": 0.22159910527989268, "loss_cls": 0.21271538827568293, "loss_mask": 0.2571374857798219, "loss_rpn_cls": 0.05181526654632762, "loss_rpn_loc": 0.09536141902208328, "loss_sem_seg": 0.32366541726514697, "lr": 0.02, "mask_rcnn/accuracy": 0.8805080792024438, "mask_rcnn/false_negative": 0.08972652970615015, "mask_rcnn/false_positive": 0.1114434605255603, "roi_head/num_bg_samples": 459.75, "roi_head/num_fg_samples": 52.25, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5635171005051234, "total_loss": 1.2127853311831132} {"data_time": 0.012162374499894213, "eta_seconds": 45324.904027089906, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.32550739594083244, "fast_rcnn/fg_cls_accuracy": 0.6415651574350724, "iteration": 189779, "loss_box_reg": 0.2202508063055575, "loss_cls": 0.20522860018536448, "loss_mask": 0.2522981194779277, "loss_rpn_cls": 0.04154884273884818, "loss_rpn_loc": 0.07529927825089544, "loss_sem_seg": 0.3027915535494685, "lr": 0.02, "mask_rcnn/accuracy": 0.8958586338755512, "mask_rcnn/false_negative": 0.09987725067193184, "mask_rcnn/false_positive": 0.12446863817695333, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5600635449955007, "total_loss": 1.11948429007316} {"data_time": 0.012035522995574865, "eta_seconds": 45293.141214200674, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.29272627837024884, "fast_rcnn/fg_cls_accuracy": 0.6038681609684589, "iteration": 189799, "loss_box_reg": 0.21969568356871605, "loss_cls": 0.20692633767612278, "loss_mask": 0.25282036513090134, "loss_rpn_cls": 0.044963154126890004, "loss_rpn_loc": 0.06411601963918656, "loss_sem_seg": 0.32650998653844, "lr": 0.02, "mask_rcnn/accuracy": 0.9046987309074572, "mask_rcnn/false_negative": 0.08278372357681126, "mask_rcnn/false_positive": 0.09947272041004174, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5615917985051055, "total_loss": 1.1343984690029174} {"data_time": 0.012744277002639137, "eta_seconds": 45302.30400763012, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3770903010033445, "fast_rcnn/fg_cls_accuracy": 0.6152522935779816, "iteration": 189819, "loss_box_reg": 0.22365835774689913, "loss_cls": 0.20359753048978746, "loss_mask": 0.2524326229467988, "loss_rpn_cls": 0.041925201934645884, "loss_rpn_loc": 0.06843137636315078, "loss_sem_seg": 0.2957151217851788, "lr": 0.02, "mask_rcnn/accuracy": 0.8919990643922404, "mask_rcnn/false_negative": 0.09599456170873878, "mask_rcnn/false_positive": 0.13589308185972437, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5694501089965343, "total_loss": 1.1081853396026418} {"data_time": 0.012912223006424028, "eta_seconds": 45262.70856853073, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.3503534226190476, "fast_rcnn/fg_cls_accuracy": 0.6353459972862958, "iteration": 189839, "loss_box_reg": 0.2292069955728948, "loss_cls": 0.2042241774033755, "loss_mask": 0.2406196165829897, "loss_rpn_cls": 0.04337032465264201, "loss_rpn_loc": 0.08293043856974691, "loss_sem_seg": 0.31282059103250504, "lr": 0.02, "mask_rcnn/accuracy": 0.8931055202693322, "mask_rcnn/false_negative": 0.09918980923968489, "mask_rcnn/false_positive": 0.1173772849124792, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.5582080550011597, "total_loss": 1.0990538190344523} {"data_time": 0.012489465007092804, "eta_seconds": 45259.256493650406, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.3551635111876076, "fast_rcnn/fg_cls_accuracy": 0.609741157873938, "iteration": 189859, "loss_box_reg": 0.227599837933667, "loss_cls": 0.21065875585190952, "loss_mask": 0.25732893217355013, "loss_rpn_cls": 0.04164256466901861, "loss_rpn_loc": 0.06639860238647088, "loss_sem_seg": 0.31422509835101664, "lr": 0.02, "mask_rcnn/accuracy": 0.8702446396006932, "mask_rcnn/false_negative": 0.10082836283831281, "mask_rcnn/false_positive": 0.15606802110938264, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5734082915005274, "total_loss": 1.1688851035723928} {"data_time": 0.013276231999043375, "eta_seconds": 45238.749874590365, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.29453015427769985, "fast_rcnn/fg_cls_accuracy": 0.6538357278395228, "iteration": 189879, "loss_box_reg": 0.22779186675325036, "loss_cls": 0.2069341109599918, "loss_mask": 0.24206150975078344, "loss_rpn_cls": 0.03767967228486668, "loss_rpn_loc": 0.07657676035887562, "loss_sem_seg": 0.3482402069494128, "lr": 0.02, "mask_rcnn/accuracy": 0.9134876196606009, "mask_rcnn/false_negative": 0.07849553922833044, "mask_rcnn/false_positive": 0.12409374802892625, "roi_head/num_bg_samples": 462.0, "roi_head/num_fg_samples": 50.0, "rpn/num_neg_anchors": 234.5, "rpn/num_pos_anchors": 21.5, "time": 0.5643880349962274, "total_loss": 1.1276875162147917} {"data_time": 0.013170428494049702, "eta_seconds": 45247.146814066095, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.3317620650953984, "fast_rcnn/fg_cls_accuracy": 0.662753433616743, "iteration": 189899, "loss_box_reg": 0.2536350815789774, "loss_cls": 0.21389213716611266, "loss_mask": 0.252109463326633, "loss_rpn_cls": 0.044826292563811876, "loss_rpn_loc": 0.07875136559596285, "loss_sem_seg": 0.3125305506400764, "lr": 0.02, "mask_rcnn/accuracy": 0.8901422485543015, "mask_rcnn/false_negative": 0.10187612907617816, "mask_rcnn/false_positive": 0.1103394008105244, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5773320774969761, "total_loss": 1.2070818890933879} {"data_time": 0.012559873001009692, "eta_seconds": 45248.133755820505, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3161421911421911, "fast_rcnn/fg_cls_accuracy": 0.6564102564102564, "iteration": 189919, "loss_box_reg": 0.21681777387857437, "loss_cls": 0.2181466519832611, "loss_mask": 0.25316926650702953, "loss_rpn_cls": 0.04060132335871458, "loss_rpn_loc": 0.08633596793515608, "loss_sem_seg": 0.3102605603635311, "lr": 0.02, "mask_rcnn/accuracy": 0.8923431919642857, "mask_rcnn/false_negative": 0.0785934383931868, "mask_rcnn/false_positive": 0.132014025177357, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5733979340002406, "total_loss": 1.123866097885184} {"data_time": 0.011399934002838563, "eta_seconds": 45234.50394925076, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.24709302325581395, "fast_rcnn/fg_cls_accuracy": 0.6548576732673268, "iteration": 189939, "loss_box_reg": 0.21857379423454404, "loss_cls": 0.1999213113449514, "loss_mask": 0.24976143380627036, "loss_rpn_cls": 0.048292736944858916, "loss_rpn_loc": 0.062358500064874534, "loss_sem_seg": 0.3182742493227124, "lr": 0.02, "mask_rcnn/accuracy": 0.9063310793832442, "mask_rcnn/false_negative": 0.0978340950110809, "mask_rcnn/false_positive": 0.09309797412606852, "roi_head/num_bg_samples": 470.25, "roi_head/num_fg_samples": 41.75, "rpn/num_neg_anchors": 236.75, "rpn/num_pos_anchors": 19.25, "time": 0.5579988560057245, "total_loss": 1.146588933210296} {"data_time": 0.013312735005456489, "eta_seconds": 45218.02768812135, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3532233883058471, "fast_rcnn/fg_cls_accuracy": 0.5847972972972972, "iteration": 189959, "loss_box_reg": 0.24590277578681707, "loss_cls": 0.22128830384463072, "loss_mask": 0.266397213563323, "loss_rpn_cls": 0.04594863730017096, "loss_rpn_loc": 0.0837966293329373, "loss_sem_seg": 0.29404744738712907, "lr": 0.02, "mask_rcnn/accuracy": 0.894422759705386, "mask_rcnn/false_negative": 0.08354370312804177, "mask_rcnn/false_positive": 0.11220049349245971, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 203.25, "rpn/num_pos_anchors": 52.75, "time": 0.5641116429978865, "total_loss": 1.1736895999929402} {"data_time": 0.012354883503576275, "eta_seconds": 45185.97740638183, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.3013220439691028, "fast_rcnn/fg_cls_accuracy": 0.6288807189542484, "iteration": 189979, "loss_box_reg": 0.20591645780950785, "loss_cls": 0.19842901080846786, "loss_mask": 0.24069815129041672, "loss_rpn_cls": 0.035440458086668514, "loss_rpn_loc": 0.06378739885985851, "loss_sem_seg": 0.3349415874108672, "lr": 0.02, "mask_rcnn/accuracy": 0.8926378309944667, "mask_rcnn/false_negative": 0.10598028068012641, "mask_rcnn/false_positive": 0.11030272210362704, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5516181880011573, "total_loss": 1.0691189229837619} {"data_time": 0.012665264002862386, "eta_seconds": 45186.906869235936, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.3317669172932331, "fast_rcnn/fg_cls_accuracy": 0.5731091150352148, "iteration": 189999, "loss_box_reg": 0.22716692835092545, "loss_cls": 0.20403147116303444, "loss_mask": 0.25732947140932083, "loss_rpn_cls": 0.04186869037221186, "loss_rpn_loc": 0.07558967237127945, "loss_sem_seg": 0.3045204634545371, "lr": 0.02, "mask_rcnn/accuracy": 0.8867916232571273, "mask_rcnn/false_negative": 0.08826073738666049, "mask_rcnn/false_positive": 0.11570976991283466, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.575888566505455, "total_loss": 1.1271899763232796} {"data_time": 0.012303840005188249, "eta_seconds": 45175.121840159816, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.3956694778735904, "fast_rcnn/fg_cls_accuracy": 0.5452318948412698, "iteration": 190019, "loss_box_reg": 0.23864755686372519, "loss_cls": 0.21219496615231037, "loss_mask": 0.2576895831152797, "loss_rpn_cls": 0.044811500556534156, "loss_rpn_loc": 0.07853833283297718, "loss_sem_seg": 0.2894031903706491, "lr": 0.02, "mask_rcnn/accuracy": 0.8861317994333713, "mask_rcnn/false_negative": 0.09334075337640452, "mask_rcnn/false_positive": 0.12352726182951596, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5669734325056197, "total_loss": 1.1620721034269081} {"data_time": 0.012066554496414028, "eta_seconds": 45127.82341582112, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.312317904284158, "fast_rcnn/fg_cls_accuracy": 0.6633522727272727, "iteration": 190039, "loss_box_reg": 0.21631835214793682, "loss_cls": 0.18610048899427056, "loss_mask": 0.2500818083062768, "loss_rpn_cls": 0.04302514584560413, "loss_rpn_loc": 0.06451278581516817, "loss_sem_seg": 0.3131835334934294, "lr": 0.02, "mask_rcnn/accuracy": 0.8836483972278685, "mask_rcnn/false_negative": 0.09248006238643622, "mask_rcnn/false_positive": 0.11215632311314842, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5544093199932831, "total_loss": 1.0801291016105097} {"data_time": 0.01223863850464113, "eta_seconds": 45110.97642036366, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.3283981643356643, "fast_rcnn/fg_cls_accuracy": 0.647463002114165, "iteration": 190059, "loss_box_reg": 0.24938314780592918, "loss_cls": 0.2258152870927006, "loss_mask": 0.24810677114874125, "loss_rpn_cls": 0.0487930728122592, "loss_rpn_loc": 0.08428875656682067, "loss_sem_seg": 0.335029193200171, "lr": 0.02, "mask_rcnn/accuracy": 0.8977307358128437, "mask_rcnn/false_negative": 0.08979132135765028, "mask_rcnn/false_positive": 0.11773326615648405, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5695229769989965, "total_loss": 1.2142144551035017} {"data_time": 0.011651642998913303, "eta_seconds": 45111.44297593114, "fast_rcnn/cls_accuracy": 0.9091796875, "fast_rcnn/false_negative": 0.376136664606692, "fast_rcnn/fg_cls_accuracy": 0.5988096734984701, "iteration": 190079, "loss_box_reg": 0.2295343205332756, "loss_cls": 0.2153967428021133, "loss_mask": 0.2566281808540225, "loss_rpn_cls": 0.042432803311385214, "loss_rpn_loc": 0.07525316372630186, "loss_sem_seg": 0.32884953217580914, "lr": 0.02, "mask_rcnn/accuracy": 0.8918820966078267, "mask_rcnn/false_negative": 0.08167249821719848, "mask_rcnn/false_positive": 0.12926677489702718, "roi_head/num_bg_samples": 426.5, "roi_head/num_fg_samples": 85.5, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5761082889948739, "total_loss": 1.1964447124046274} {"data_time": 0.012884129508165643, "eta_seconds": 45100.153967291124, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.31226357535082366, "fast_rcnn/fg_cls_accuracy": 0.6696969696969697, "iteration": 190099, "loss_box_reg": 0.22850252781063318, "loss_cls": 0.2090343227609992, "loss_mask": 0.25045588705688715, "loss_rpn_cls": 0.03751274207024835, "loss_rpn_loc": 0.07223660068120807, "loss_sem_seg": 0.3354044780135155, "lr": 0.02, "mask_rcnn/accuracy": 0.8977126709269567, "mask_rcnn/false_negative": 0.09291983714342837, "mask_rcnn/false_positive": 0.11761154903906806, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.565397665493947, "total_loss": 1.1983552488381974} {"data_time": 0.013068811502307653, "eta_seconds": 45082.67358186124, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.2913441880841121, "fast_rcnn/fg_cls_accuracy": 0.6642347037251496, "iteration": 190119, "loss_box_reg": 0.24145643273368478, "loss_cls": 0.22087413584813476, "loss_mask": 0.24681314826011658, "loss_rpn_cls": 0.042524582211626694, "loss_rpn_loc": 0.07517656707204878, "loss_sem_seg": 0.3143773660995066, "lr": 0.02, "mask_rcnn/accuracy": 0.8950680199899254, "mask_rcnn/false_negative": 0.10054616077714365, "mask_rcnn/false_positive": 0.13215811917875425, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5759513630036963, "total_loss": 1.145607069338439} {"data_time": 0.012352843994449358, "eta_seconds": 45071.386123371274, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.3192754850631352, "fast_rcnn/fg_cls_accuracy": 0.6428762831347652, "iteration": 190139, "loss_box_reg": 0.2216052555013448, "loss_cls": 0.19681727199349552, "loss_mask": 0.2511474983766675, "loss_rpn_cls": 0.038667957072902936, "loss_rpn_loc": 0.07254110227222554, "loss_sem_seg": 0.29947431199252605, "lr": 0.02, "mask_rcnn/accuracy": 0.8982556897104392, "mask_rcnn/false_negative": 0.09082973905755695, "mask_rcnn/false_positive": 0.12613501495277607, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5620589245008887, "total_loss": 1.112086013687076} {"data_time": 0.012084777998097707, "eta_seconds": 45043.71788621548, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.35914820473644005, "fast_rcnn/fg_cls_accuracy": 0.5685349826053343, "iteration": 190159, "loss_box_reg": 0.22304354142397642, "loss_cls": 0.2088982337154448, "loss_mask": 0.24519370216876268, "loss_rpn_cls": 0.04219928875681944, "loss_rpn_loc": 0.08091995242284611, "loss_sem_seg": 0.3167736418545246, "lr": 0.02, "mask_rcnn/accuracy": 0.8775942017431972, "mask_rcnn/false_negative": 0.11009747217411643, "mask_rcnn/false_positive": 0.14497336257477245, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5618205659993691, "total_loss": 1.165463119661581} {"data_time": 0.013742695504333824, "eta_seconds": 45024.24501647877, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.31842966194111233, "fast_rcnn/fg_cls_accuracy": 0.5989304812834224, "iteration": 190179, "loss_box_reg": 0.23831335781142116, "loss_cls": 0.22447443287819624, "loss_mask": 0.24996105069294572, "loss_rpn_cls": 0.046047636576986406, "loss_rpn_loc": 0.06923902936978266, "loss_sem_seg": 0.3048846577294171, "lr": 0.02, "mask_rcnn/accuracy": 0.8914104749279297, "mask_rcnn/false_negative": 0.07786933254413644, "mask_rcnn/false_positive": 0.11968400089174534, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5627247695010738, "total_loss": 1.1479046512395144} {"data_time": 0.01294979950034758, "eta_seconds": 45012.96371330881, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.24620472782476688, "fast_rcnn/fg_cls_accuracy": 0.6343656343656343, "iteration": 190199, "loss_box_reg": 0.22737414413131773, "loss_cls": 0.20994741702452302, "loss_mask": 0.2468534503132105, "loss_rpn_cls": 0.0442796127172187, "loss_rpn_loc": 0.07232181220024358, "loss_sem_seg": 0.30725315771996975, "lr": 0.02, "mask_rcnn/accuracy": 0.909643483920963, "mask_rcnn/false_negative": 0.0665836102519353, "mask_rcnn/false_positive": 0.10529509139909103, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5643385094954283, "total_loss": 1.0918911258049775} {"data_time": 0.013009131500439253, "eta_seconds": 45020.68787972421, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.3073574598839194, "fast_rcnn/fg_cls_accuracy": 0.656896551724138, "iteration": 190219, "loss_box_reg": 0.22951280931010842, "loss_cls": 0.20597111550159752, "loss_mask": 0.24859363911673427, "loss_rpn_cls": 0.046824251767247915, "loss_rpn_loc": 0.07826387620298192, "loss_sem_seg": 0.3200538819655776, "lr": 0.02, "mask_rcnn/accuracy": 0.8918415009087638, "mask_rcnn/false_negative": 0.10191813678551803, "mask_rcnn/false_positive": 0.11206477442084964, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.5658696774989949, "total_loss": 1.1728485150961205} {"data_time": 0.01286313850141596, "eta_seconds": 45021.13090681102, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3066609977324263, "fast_rcnn/fg_cls_accuracy": 0.6819444444444445, "iteration": 190239, "loss_box_reg": 0.226662774104625, "loss_cls": 0.1987808564445004, "loss_mask": 0.2498172279447317, "loss_rpn_cls": 0.03885704398271628, "loss_rpn_loc": 0.06917964726744685, "loss_sem_seg": 0.33220125874504447, "lr": 0.02, "mask_rcnn/accuracy": 0.8987421549785484, "mask_rcnn/false_negative": 0.1024898727126474, "mask_rcnn/false_positive": 0.11404253415331785, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5698988119984278, "total_loss": 1.165430704539176} {"data_time": 0.012722494000627194, "eta_seconds": 45021.09586530865, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.29408246101260416, "fast_rcnn/fg_cls_accuracy": 0.6858375021562877, "iteration": 190259, "loss_box_reg": 0.23300056345760822, "loss_cls": 0.21957723703235388, "loss_mask": 0.24916700273752213, "loss_rpn_cls": 0.043966111552435905, "loss_rpn_loc": 0.06880787661066279, "loss_sem_seg": 0.29509841301478446, "lr": 0.02, "mask_rcnn/accuracy": 0.8851340363778643, "mask_rcnn/false_negative": 0.09765678293943446, "mask_rcnn/false_positive": 0.14094657692447654, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.5680761284966138, "total_loss": 1.0895448601659155} {"data_time": 0.012451700495148543, "eta_seconds": 44988.593025660535, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.3490217792543374, "fast_rcnn/fg_cls_accuracy": 0.580171358629131, "iteration": 190279, "loss_box_reg": 0.22405424597673118, "loss_cls": 0.19472344452515244, "loss_mask": 0.25129080284386873, "loss_rpn_cls": 0.04766223777551204, "loss_rpn_loc": 0.0876933834515512, "loss_sem_seg": 0.316232961602509, "lr": 0.02, "mask_rcnn/accuracy": 0.8939756245009437, "mask_rcnn/false_negative": 0.09526867476037641, "mask_rcnn/false_positive": 0.10455486855270413, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.5597177354939049, "total_loss": 1.165900075720856} {"data_time": 0.012854015498305671, "eta_seconds": 44977.306515700635, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.36251709986320113, "fast_rcnn/fg_cls_accuracy": 0.6081395348837209, "iteration": 190299, "loss_box_reg": 0.24266153667122126, "loss_cls": 0.22606079280376434, "loss_mask": 0.261400209274143, "loss_rpn_cls": 0.041738495041499846, "loss_rpn_loc": 0.08506608044262975, "loss_sem_seg": 0.3284870353527367, "lr": 0.02, "mask_rcnn/accuracy": 0.8838381028462479, "mask_rcnn/false_negative": 0.11939781788603938, "mask_rcnn/false_positive": 0.11639918408647792, "roi_head/num_bg_samples": 426.5, "roi_head/num_fg_samples": 85.5, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5660442389998934, "total_loss": 1.1850463956870954} {"data_time": 0.01278937600000063, "eta_seconds": 44958.242701763695, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.38766853507044385, "fast_rcnn/fg_cls_accuracy": 0.5897843761046306, "iteration": 190319, "loss_box_reg": 0.2062903493642807, "loss_cls": 0.19458547001704574, "loss_mask": 0.25254142936319113, "loss_rpn_cls": 0.040167814295273274, "loss_rpn_loc": 0.06891218107193708, "loss_sem_seg": 0.32795622921548784, "lr": 0.02, "mask_rcnn/accuracy": 0.8779599215719346, "mask_rcnn/false_negative": 0.10570276550138094, "mask_rcnn/false_positive": 0.14524420837617613, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.5647838814911665, "total_loss": 1.1286549171782099} {"data_time": 0.013141006500518415, "eta_seconds": 44958.51153847158, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.3026386968804472, "fast_rcnn/fg_cls_accuracy": 0.6655629139072847, "iteration": 190339, "loss_box_reg": 0.21142122289165854, "loss_cls": 0.19819401833228767, "loss_mask": 0.2612731959670782, "loss_rpn_cls": 0.04029042550246231, "loss_rpn_loc": 0.07680350332520902, "loss_sem_seg": 0.33033532090485096, "lr": 0.02, "mask_rcnn/accuracy": 0.8981107252007526, "mask_rcnn/false_negative": 0.0818660055458566, "mask_rcnn/false_positive": 0.1354099467842455, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.560949395498028, "total_loss": 1.1587113599089207} {"data_time": 0.01282646000618115, "eta_seconds": 44943.446985820934, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.31337071015970097, "fast_rcnn/fg_cls_accuracy": 0.6370915032679738, "iteration": 190359, "loss_box_reg": 0.21660117036662996, "loss_cls": 0.20361177646555007, "loss_mask": 0.2523680692538619, "loss_rpn_cls": 0.03947261977009475, "loss_rpn_loc": 0.08221786242211238, "loss_sem_seg": 0.2950330274179578, "lr": 0.02, "mask_rcnn/accuracy": 0.9163481208650751, "mask_rcnn/false_negative": 0.07178011681283311, "mask_rcnn/false_positive": 0.09672015726296672, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.5603540759984753, "total_loss": 1.1063108180824202} {"data_time": 0.01184219049901003, "eta_seconds": 44935.936621491644, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.3211849957374254, "fast_rcnn/fg_cls_accuracy": 0.6547192353643967, "iteration": 190379, "loss_box_reg": 0.24165496230125427, "loss_cls": 0.22660285560414195, "loss_mask": 0.24866199120879173, "loss_rpn_cls": 0.04601460139383562, "loss_rpn_loc": 0.08999651530757546, "loss_sem_seg": 0.2865466275252402, "lr": 0.02, "mask_rcnn/accuracy": 0.894604164828552, "mask_rcnn/false_negative": 0.09054295570527696, "mask_rcnn/false_positive": 0.12311697019283806, "roi_head/num_bg_samples": 431.75, "roi_head/num_fg_samples": 80.25, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5654769424945698, "total_loss": 1.1382155506580602} {"data_time": 0.013237401501100976, "eta_seconds": 44930.6248498973, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.307180624253795, "fast_rcnn/fg_cls_accuracy": 0.6833637377115638, "iteration": 190399, "loss_box_reg": 0.23125752620398998, "loss_cls": 0.20513168117031455, "loss_mask": 0.2595067350193858, "loss_rpn_cls": 0.04957508743973449, "loss_rpn_loc": 0.08963167875481304, "loss_sem_seg": 0.29899078886955976, "lr": 0.02, "mask_rcnn/accuracy": 0.8966957996810054, "mask_rcnn/false_negative": 0.08528777828881784, "mask_rcnn/false_positive": 0.13116423696826734, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.5633591614969191, "total_loss": 1.1470346240093932} {"data_time": 0.013509875010640826, "eta_seconds": 44933.06794972153, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3240158397391102, "fast_rcnn/fg_cls_accuracy": 0.6042231255645889, "iteration": 190419, "loss_box_reg": 0.23277234146371484, "loss_cls": 0.22058432223275304, "loss_mask": 0.26242237631231546, "loss_rpn_cls": 0.04696217877790332, "loss_rpn_loc": 0.08828850375721231, "loss_sem_seg": 0.3454995034262538, "lr": 0.02, "mask_rcnn/accuracy": 0.896318605976422, "mask_rcnn/false_negative": 0.0752356652435699, "mask_rcnn/false_positive": 0.11107712164486672, "roi_head/num_bg_samples": 458.5, "roi_head/num_fg_samples": 53.5, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5595542625087546, "total_loss": 1.1383725810374017} {"data_time": 0.01202915749308886, "eta_seconds": 44908.04693009735, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.30919117647058825, "fast_rcnn/fg_cls_accuracy": 0.626528442317916, "iteration": 190439, "loss_box_reg": 0.2375525482930243, "loss_cls": 0.2180915621574968, "loss_mask": 0.24736641999334097, "loss_rpn_cls": 0.04016311332816258, "loss_rpn_loc": 0.07993418024852872, "loss_sem_seg": 0.32750292168930173, "lr": 0.02, "mask_rcnn/accuracy": 0.8866214269032189, "mask_rcnn/false_negative": 0.09912379069840065, "mask_rcnn/false_positive": 0.12589822205948098, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5665619445062475, "total_loss": 1.1491836779314326} {"data_time": 0.011976517002040055, "eta_seconds": 44905.1312914132, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.3491528003246753, "fast_rcnn/fg_cls_accuracy": 0.5929515418502203, "iteration": 190459, "loss_box_reg": 0.22804212337359786, "loss_cls": 0.20978700881823897, "loss_mask": 0.2505966806784272, "loss_rpn_cls": 0.039397013333655195, "loss_rpn_loc": 0.07861270994180813, "loss_sem_seg": 0.3188141044229269, "lr": 0.02, "mask_rcnn/accuracy": 0.8758483651061777, "mask_rcnn/false_negative": 0.1066961538852266, "mask_rcnn/false_positive": 0.15298767447593362, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.5679165834953892, "total_loss": 1.1657114789413754} {"data_time": 0.012813146502594464, "eta_seconds": 44891.38187387502, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.31221333894382497, "fast_rcnn/fg_cls_accuracy": 0.6590214067278287, "iteration": 190479, "loss_box_reg": 0.2203298290260136, "loss_cls": 0.213934890110977, "loss_mask": 0.24982909997925162, "loss_rpn_cls": 0.03989390913920943, "loss_rpn_loc": 0.06573815771844238, "loss_sem_seg": 0.3193662017583847, "lr": 0.02, "mask_rcnn/accuracy": 0.8885403518985991, "mask_rcnn/false_negative": 0.10889669425366338, "mask_rcnn/false_positive": 0.11041085873123604, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.560723988506652, "total_loss": 1.1717822228965815} {"data_time": 0.012980467501620296, "eta_seconds": 44864.691963583035, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.3286169889642604, "fast_rcnn/fg_cls_accuracy": 0.6473870943898292, "iteration": 190499, "loss_box_reg": 0.22699449525680393, "loss_cls": 0.21077948017045856, "loss_mask": 0.2468704031780362, "loss_rpn_cls": 0.044595017010578886, "loss_rpn_loc": 0.06881139718461782, "loss_sem_seg": 0.3394342134706676, "lr": 0.02, "mask_rcnn/accuracy": 0.901561345692123, "mask_rcnn/false_negative": 0.09222387877076921, "mask_rcnn/false_positive": 0.11767660233243787, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5610722544952296, "total_loss": 1.102812866854947} {"data_time": 0.012034506995405536, "eta_seconds": 44868.80097983502, "fast_rcnn/cls_accuracy": 0.91259765625, "fast_rcnn/false_negative": 0.3524227503032898, "fast_rcnn/fg_cls_accuracy": 0.6023172997522709, "iteration": 190519, "loss_box_reg": 0.23196299653500319, "loss_cls": 0.21933072246611118, "loss_mask": 0.2571957763284445, "loss_rpn_cls": 0.04037949208577629, "loss_rpn_loc": 0.08489217463647947, "loss_sem_seg": 0.3058104398660362, "lr": 0.02, "mask_rcnn/accuracy": 0.8963638448800573, "mask_rcnn/false_negative": 0.0956851337479418, "mask_rcnn/false_positive": 0.12797161145522726, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.5673623734910507, "total_loss": 1.1503123282454908} {"data_time": 0.012337152002146468, "eta_seconds": 44865.31348378159, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.29905992949471205, "fast_rcnn/fg_cls_accuracy": 0.6577232883203032, "iteration": 190539, "loss_box_reg": 0.2220466467551887, "loss_cls": 0.20107994810678065, "loss_mask": 0.24426683224737644, "loss_rpn_cls": 0.04310629275278188, "loss_rpn_loc": 0.06943008533562534, "loss_sem_seg": 0.2836547465994954, "lr": 0.02, "mask_rcnn/accuracy": 0.9064260673594591, "mask_rcnn/false_negative": 0.07889297798306835, "mask_rcnn/false_positive": 0.1408296725343282, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5731213404942537, "total_loss": 1.105137572842068} {"data_time": 0.013442936506180558, "eta_seconds": 44846.220085795016, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.35084175084175084, "fast_rcnn/fg_cls_accuracy": 0.6491582491582493, "iteration": 190559, "loss_box_reg": 0.2264541070908308, "loss_cls": 0.21367827709764242, "loss_mask": 0.24208542425185442, "loss_rpn_cls": 0.035662914109707344, "loss_rpn_loc": 0.07326198616647162, "loss_sem_seg": 0.31269740383140743, "lr": 0.02, "mask_rcnn/accuracy": 0.8787786989795918, "mask_rcnn/false_negative": 0.1020179720811465, "mask_rcnn/false_positive": 0.13101417293637105, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5581938579998678, "total_loss": 1.1547749780584127} {"data_time": 0.012495846007368527, "eta_seconds": 44810.013682356395, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.39168848167539266, "fast_rcnn/fg_cls_accuracy": 0.5374826949700047, "iteration": 190579, "loss_box_reg": 0.23467949219048023, "loss_cls": 0.2057201680727303, "loss_mask": 0.2590677188709378, "loss_rpn_cls": 0.042825092445127666, "loss_rpn_loc": 0.0751557289622724, "loss_sem_seg": 0.29734116420149803, "lr": 0.02, "mask_rcnn/accuracy": 0.8924389482355441, "mask_rcnn/false_negative": 0.08372957732454678, "mask_rcnn/false_positive": 0.13090448774719765, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5632431839985657, "total_loss": 1.1437362228316488} {"data_time": 0.012071197998011485, "eta_seconds": 44800.25889186555, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.33610423755026286, "fast_rcnn/fg_cls_accuracy": 0.578217885758594, "iteration": 190599, "loss_box_reg": 0.2388940779492259, "loss_cls": 0.2175210965797305, "loss_mask": 0.2505938303656876, "loss_rpn_cls": 0.039498604950495064, "loss_rpn_loc": 0.07405239820946008, "loss_sem_seg": 0.34264221880584955, "lr": 0.02, "mask_rcnn/accuracy": 0.875198186491807, "mask_rcnn/false_negative": 0.09425551493115122, "mask_rcnn/false_positive": 0.1380429358545771, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5810288885040791, "total_loss": 1.1952427337200788} {"data_time": 0.012491294000938069, "eta_seconds": 44814.80276893264, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3199074074074074, "fast_rcnn/fg_cls_accuracy": 0.6592432006306661, "iteration": 190619, "loss_box_reg": 0.23152240132912993, "loss_cls": 0.19751670421101153, "loss_mask": 0.24920362513512373, "loss_rpn_cls": 0.04461375015671365, "loss_rpn_loc": 0.07449985804851167, "loss_sem_seg": 0.3235634909942746, "lr": 0.02, "mask_rcnn/accuracy": 0.8780227107076597, "mask_rcnn/false_negative": 0.10552033329926266, "mask_rcnn/false_positive": 0.12195776587976838, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.551473575993441, "total_loss": 1.091586830909364} {"data_time": 0.012841566000133753, "eta_seconds": 44827.94032852025, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.3392016267123288, "fast_rcnn/fg_cls_accuracy": 0.6191037735849056, "iteration": 190639, "loss_box_reg": 0.2300487281754613, "loss_cls": 0.20069071603938937, "loss_mask": 0.24981898721307516, "loss_rpn_cls": 0.04628252802649513, "loss_rpn_loc": 0.07431292545516044, "loss_sem_seg": 0.2979807541705668, "lr": 0.02, "mask_rcnn/accuracy": 0.9010536756770016, "mask_rcnn/false_negative": 0.10079559160938292, "mask_rcnn/false_positive": 0.11022335174469966, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.570163506505196, "total_loss": 1.14101500302786} {"data_time": 0.012687014001130592, "eta_seconds": 44816.15857179093, "fast_rcnn/cls_accuracy": 0.9560546875, "fast_rcnn/false_negative": 0.31475748194014447, "fast_rcnn/fg_cls_accuracy": 0.6700680272108843, "iteration": 190659, "loss_box_reg": 0.2225602143444121, "loss_cls": 0.1979395595844835, "loss_mask": 0.2602582238614559, "loss_rpn_cls": 0.03768384452268947, "loss_rpn_loc": 0.0748240842949599, "loss_sem_seg": 0.30380608700215816, "lr": 0.02, "mask_rcnn/accuracy": 0.9000429717341483, "mask_rcnn/false_negative": 0.08322721721061081, "mask_rcnn/false_positive": 0.11517928428505356, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5583257324979058, "total_loss": 1.0667138023854932} {"data_time": 0.012190061002911534, "eta_seconds": 44791.50968465341, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.35655165536497807, "fast_rcnn/fg_cls_accuracy": 0.6325787794176306, "iteration": 190679, "loss_box_reg": 0.22458970779553056, "loss_cls": 0.2051587956957519, "loss_mask": 0.2523940000683069, "loss_rpn_cls": 0.04259898929740302, "loss_rpn_loc": 0.08036767240264453, "loss_sem_seg": 0.2928757183253765, "lr": 0.02, "mask_rcnn/accuracy": 0.8825986935923438, "mask_rcnn/false_negative": 0.08931170370656186, "mask_rcnn/false_positive": 0.1348616881879222, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.566625842009671, "total_loss": 1.094344360550167} {"data_time": 0.011697832997015212, "eta_seconds": 44780.21595167358, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.2881745120551091, "fast_rcnn/fg_cls_accuracy": 0.6811292156119741, "iteration": 190699, "loss_box_reg": 0.22932656342163682, "loss_cls": 0.19563950784504414, "loss_mask": 0.25931800249964, "loss_rpn_cls": 0.0411392979149241, "loss_rpn_loc": 0.08727500253007747, "loss_sem_seg": 0.34627099009230733, "lr": 0.02, "mask_rcnn/accuracy": 0.8819111804714606, "mask_rcnn/false_negative": 0.09628399602519455, "mask_rcnn/false_positive": 0.13207987331705548, "roi_head/num_bg_samples": 430.0, "roi_head/num_fg_samples": 82.0, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 0.5652656435049721, "total_loss": 1.1311767414736096} {"data_time": 0.012564346005092375, "eta_seconds": 44758.34744238229, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.36821749195415276, "fast_rcnn/fg_cls_accuracy": 0.6105782406138668, "iteration": 190719, "loss_box_reg": 0.22234472818672657, "loss_cls": 0.18921478267293423, "loss_mask": 0.25380747206509113, "loss_rpn_cls": 0.03755434225604404, "loss_rpn_loc": 0.07606679864693433, "loss_sem_seg": 0.29160585906356573, "lr": 0.02, "mask_rcnn/accuracy": 0.8936213143834296, "mask_rcnn/false_negative": 0.10714048750922331, "mask_rcnn/false_positive": 0.08397614024544556, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5557822085029329, "total_loss": 1.100969750492368} {"data_time": 0.012843705495470203, "eta_seconds": 44757.62848571392, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.2963720676486634, "fast_rcnn/fg_cls_accuracy": 0.6539209726443769, "iteration": 190739, "loss_box_reg": 0.21129528270103037, "loss_cls": 0.2055041971616447, "loss_mask": 0.24515357706695795, "loss_rpn_cls": 0.04411203118797857, "loss_rpn_loc": 0.07345759705640376, "loss_sem_seg": 0.2980857854709029, "lr": 0.02, "mask_rcnn/accuracy": 0.9075867910939887, "mask_rcnn/false_negative": 0.08773215095809711, "mask_rcnn/false_positive": 0.10704686183139268, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5610557955005788, "total_loss": 1.1137688322342} {"data_time": 0.01404156399803469, "eta_seconds": 44746.33475273409, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.331666304269044, "fast_rcnn/fg_cls_accuracy": 0.6644899872747974, "iteration": 190759, "loss_box_reg": 0.20733211771585047, "loss_cls": 0.1902035577222705, "loss_mask": 0.25044560711830854, "loss_rpn_cls": 0.04741304561321158, "loss_rpn_loc": 0.07734970489400439, "loss_sem_seg": 0.29565117601305246, "lr": 0.02, "mask_rcnn/accuracy": 0.8890044762493742, "mask_rcnn/false_negative": 0.09285029237065928, "mask_rcnn/false_positive": 0.13670258061231516, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5558925264995196, "total_loss": 1.0695339371668524} {"data_time": 0.011882991493621375, "eta_seconds": 44729.8045519017, "fast_rcnn/cls_accuracy": 0.90966796875, "fast_rcnn/false_negative": 0.35058479532163744, "fast_rcnn/fg_cls_accuracy": 0.5760569456427955, "iteration": 190779, "loss_box_reg": 0.23800415126606822, "loss_cls": 0.2183444923721254, "loss_mask": 0.25059263594448566, "loss_rpn_cls": 0.03992108939564787, "loss_rpn_loc": 0.07819275339716114, "loss_sem_seg": 0.28411367908120155, "lr": 0.02, "mask_rcnn/accuracy": 0.883803514552751, "mask_rcnn/false_negative": 0.11057875924436947, "mask_rcnn/false_positive": 0.11501327567711825, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 204.0, "rpn/num_pos_anchors": 52.0, "time": 0.5614252005034359, "total_loss": 1.1318099415220786} {"data_time": 0.011936264992982615, "eta_seconds": 44723.74728677443, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.38222763237979307, "fast_rcnn/fg_cls_accuracy": 0.6177723676202069, "iteration": 190799, "loss_box_reg": 0.20975037035532296, "loss_cls": 0.20449489867314696, "loss_mask": 0.24937376147136092, "loss_rpn_cls": 0.03940502120531164, "loss_rpn_loc": 0.0863943420117721, "loss_sem_seg": 0.3192987993825227, "lr": 0.02, "mask_rcnn/accuracy": 0.9053687342393855, "mask_rcnn/false_negative": 0.08204880763308268, "mask_rcnn/false_positive": 0.1131712185310125, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5644680014956975, "total_loss": 1.1177235248323996} {"data_time": 0.012950463504239451, "eta_seconds": 44701.89211583194, "fast_rcnn/cls_accuracy": 0.89697265625, "fast_rcnn/false_negative": 0.3990106791179326, "fast_rcnn/fg_cls_accuracy": 0.5397931512896512, "iteration": 190819, "loss_box_reg": 0.23690187302418053, "loss_cls": 0.2200125684030354, "loss_mask": 0.2470675278455019, "loss_rpn_cls": 0.03484835919516627, "loss_rpn_loc": 0.0698613824788481, "loss_sem_seg": 0.31793789262883365, "lr": 0.02, "mask_rcnn/accuracy": 0.8890730835835945, "mask_rcnn/false_negative": 0.11234037567443386, "mask_rcnn/false_positive": 0.12558388113037375, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5654347149975365, "total_loss": 1.120861034578411} {"data_time": 0.011553887503396254, "eta_seconds": 44706.267288950614, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.38354803091645195, "fast_rcnn/fg_cls_accuracy": 0.5569319114027891, "iteration": 190839, "loss_box_reg": 0.24474872671999037, "loss_cls": 0.2122817956842482, "loss_mask": 0.2529406063258648, "loss_rpn_cls": 0.04101115604862571, "loss_rpn_loc": 0.07142282428685576, "loss_sem_seg": 0.3082877788692713, "lr": 0.02, "mask_rcnn/accuracy": 0.8861711368824792, "mask_rcnn/false_negative": 0.10497870627682013, "mask_rcnn/false_positive": 0.13123533264470988, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5728701684929547, "total_loss": 1.1658377751300577} {"data_time": 0.01203796250774758, "eta_seconds": 44703.18757679014, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.30062308109084346, "fast_rcnn/fg_cls_accuracy": 0.6079753939132312, "iteration": 190859, "loss_box_reg": 0.2586521222256124, "loss_cls": 0.23936944175511599, "loss_mask": 0.2573374379426241, "loss_rpn_cls": 0.04695071664173156, "loss_rpn_loc": 0.0826901529362658, "loss_sem_seg": 0.3665092666633427, "lr": 0.02, "mask_rcnn/accuracy": 0.8969197256824808, "mask_rcnn/false_negative": 0.09092399947530469, "mask_rcnn/false_positive": 0.12443045024980026, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5753113690007012, "total_loss": 1.2496501415444072} {"data_time": 0.013135666493326426, "eta_seconds": 44713.21758203911, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.3073686371100164, "fast_rcnn/fg_cls_accuracy": 0.6901683087027914, "iteration": 190879, "loss_box_reg": 0.22768241493031383, "loss_cls": 0.19289724435657263, "loss_mask": 0.25036328844726086, "loss_rpn_cls": 0.038689663175318856, "loss_rpn_loc": 0.07243117509642616, "loss_sem_seg": 0.33837306103669107, "lr": 0.02, "mask_rcnn/accuracy": 0.8851284892221636, "mask_rcnn/false_negative": 0.10210659893198985, "mask_rcnn/false_positive": 0.12346323131747755, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5745708385002217, "total_loss": 1.1424043319784687} {"data_time": 0.012973236494872253, "eta_seconds": 44672.38221881081, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.3486111111111111, "fast_rcnn/fg_cls_accuracy": 0.624775707384403, "iteration": 190899, "loss_box_reg": 0.23614897695370018, "loss_cls": 0.2139869153033942, "loss_mask": 0.2627000082284212, "loss_rpn_cls": 0.04574200414936058, "loss_rpn_loc": 0.08119227702263743, "loss_sem_seg": 0.33711838349699974, "lr": 0.02, "mask_rcnn/accuracy": 0.8653641001855288, "mask_rcnn/false_negative": 0.11605712874031399, "mask_rcnn/false_positive": 0.14566525043486167, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 0.5483660609970684, "total_loss": 1.1871811304808944} {"data_time": 0.012472413502109703, "eta_seconds": 44642.992039435, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.42489035087719296, "fast_rcnn/fg_cls_accuracy": 0.5340118149382933, "iteration": 190919, "loss_box_reg": 0.22959254821762443, "loss_cls": 0.20784649020060897, "loss_mask": 0.24822061974555254, "loss_rpn_cls": 0.04550889489473775, "loss_rpn_loc": 0.07344080531038344, "loss_sem_seg": 0.30844244081526995, "lr": 0.02, "mask_rcnn/accuracy": 0.8745174527736731, "mask_rcnn/false_negative": 0.09577113987931272, "mask_rcnn/false_positive": 0.13849533813834136, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.5662348490004661, "total_loss": 1.1550509862863692} {"data_time": 0.012794150497938972, "eta_seconds": 44631.701592415, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.3477272727272727, "fast_rcnn/fg_cls_accuracy": 0.6483701760959161, "iteration": 190939, "loss_box_reg": 0.23424547398462892, "loss_cls": 0.20770722720772028, "loss_mask": 0.24692206270992756, "loss_rpn_cls": 0.04620445834007114, "loss_rpn_loc": 0.08694853034103289, "loss_sem_seg": 0.32199970493093133, "lr": 0.02, "mask_rcnn/accuracy": 0.8832955615281827, "mask_rcnn/false_negative": 0.09458290667411608, "mask_rcnn/false_positive": 0.1275096758779135, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5549777139967773, "total_loss": 1.16633219041978} {"data_time": 0.012423200998455286, "eta_seconds": 44638.497148671006, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.3986837226548017, "fast_rcnn/fg_cls_accuracy": 0.5778427750410509, "iteration": 190959, "loss_box_reg": 0.2259317620191723, "loss_cls": 0.20914615038782358, "loss_mask": 0.25976166408509016, "loss_rpn_cls": 0.04530271264957264, "loss_rpn_loc": 0.0929929074482061, "loss_sem_seg": 0.31213344540446997, "lr": 0.02, "mask_rcnn/accuracy": 0.8846940427458017, "mask_rcnn/false_negative": 0.08685669381153303, "mask_rcnn/false_positive": 0.13292270212372048, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5762666950031416, "total_loss": 1.1280400888063014} {"data_time": 0.012765000996296294, "eta_seconds": 44640.4800242937, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.40442075834352614, "fast_rcnn/fg_cls_accuracy": 0.557297499066816, "iteration": 190979, "loss_box_reg": 0.22497183876112103, "loss_cls": 0.19796305149793625, "loss_mask": 0.25350103294476867, "loss_rpn_cls": 0.04815333164879121, "loss_rpn_loc": 0.07643369244760834, "loss_sem_seg": 0.31496524065732956, "lr": 0.02, "mask_rcnn/accuracy": 0.8847026886412459, "mask_rcnn/false_negative": 0.10085499605802041, "mask_rcnn/false_positive": 0.1423682416192156, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.5652202795026824, "total_loss": 1.1123176896071527} {"data_time": 0.01181700850429479, "eta_seconds": 44620.81867298079, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.3362546816479401, "fast_rcnn/fg_cls_accuracy": 0.6212451272643889, "iteration": 190999, "loss_box_reg": 0.22510137711651623, "loss_cls": 0.20474278088659048, "loss_mask": 0.24527201056480408, "loss_rpn_cls": 0.043835874370415695, "loss_rpn_loc": 0.06982759607490152, "loss_sem_seg": 0.3156015663407743, "lr": 0.02, "mask_rcnn/accuracy": 0.8903856268631047, "mask_rcnn/false_negative": 0.10325078643262708, "mask_rcnn/false_positive": 0.10917227621664835, "roi_head/num_bg_samples": 458.5, "roi_head/num_fg_samples": 53.5, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5568157930028974, "total_loss": 1.1218580321583431} {"data_time": 0.01162737249978818, "eta_seconds": 44612.37670034477, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.3044469081054447, "fast_rcnn/fg_cls_accuracy": 0.6728691476590636, "iteration": 191019, "loss_box_reg": 0.21723318845033646, "loss_cls": 0.19769381498917937, "loss_mask": 0.25831232126802206, "loss_rpn_cls": 0.042930013514705934, "loss_rpn_loc": 0.0663020308711566, "loss_sem_seg": 0.3445082912221551, "lr": 0.02, "mask_rcnn/accuracy": 0.895108270298169, "mask_rcnn/false_negative": 0.08779863565567027, "mask_rcnn/false_positive": 0.11210139258840493, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 237.75, "rpn/num_pos_anchors": 18.25, "time": 0.5685295555012999, "total_loss": 1.1469404463277897} {"data_time": 0.013232216500909999, "eta_seconds": 44624.74380979157, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.3083916083916084, "fast_rcnn/fg_cls_accuracy": 0.6825174825174825, "iteration": 191039, "loss_box_reg": 0.2378530534915626, "loss_cls": 0.20684139581862837, "loss_mask": 0.2499939422123134, "loss_rpn_cls": 0.043077864800579846, "loss_rpn_loc": 0.0784843408036977, "loss_sem_seg": 0.3219559849239886, "lr": 0.02, "mask_rcnn/accuracy": 0.9036078928167386, "mask_rcnn/false_negative": 0.08241378926445128, "mask_rcnn/false_positive": 0.10262207364297617, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5829545509986929, "total_loss": 1.1353663341724314} {"data_time": 0.011961718002567068, "eta_seconds": 44604.27147391173, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.30243029854428816, "fast_rcnn/fg_cls_accuracy": 0.6778929188255614, "iteration": 191059, "loss_box_reg": 0.22243819059804082, "loss_cls": 0.18948371848091483, "loss_mask": 0.2592775598168373, "loss_rpn_cls": 0.04138646516366862, "loss_rpn_loc": 0.07744291855487972, "loss_sem_seg": 0.3221078389324248, "lr": 0.02, "mask_rcnn/accuracy": 0.8901320945044684, "mask_rcnn/false_negative": 0.09780285044129322, "mask_rcnn/false_positive": 0.13603303208977707, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5571619844995439, "total_loss": 1.1140217327629216} {"data_time": 0.013123224998707883, "eta_seconds": 44582.35455817752, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.4299466260007625, "fast_rcnn/fg_cls_accuracy": 0.51531279178338, "iteration": 191079, "loss_box_reg": 0.21893284050747752, "loss_cls": 0.19895188370719552, "loss_mask": 0.2536174524575472, "loss_rpn_cls": 0.03453748830361292, "loss_rpn_loc": 0.060704886622261256, "loss_sem_seg": 0.2994061387144029, "lr": 0.02, "mask_rcnn/accuracy": 0.8876385833616092, "mask_rcnn/false_negative": 0.09628618057287872, "mask_rcnn/false_positive": 0.16907979810062473, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5633332330035046, "total_loss": 1.0688080987310968} {"data_time": 0.011700618502800353, "eta_seconds": 44575.674269334864, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.3406360906360906, "fast_rcnn/fg_cls_accuracy": 0.644233748528227, "iteration": 191099, "loss_box_reg": 0.23155971243977547, "loss_cls": 0.20694141706917435, "loss_mask": 0.25168406032025814, "loss_rpn_cls": 0.04625933956413064, "loss_rpn_loc": 0.06767517210391816, "loss_sem_seg": 0.3220107543747872, "lr": 0.02, "mask_rcnn/accuracy": 0.8974190417865567, "mask_rcnn/false_negative": 0.08751700627401408, "mask_rcnn/false_positive": 0.12500495383655694, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5655466220050585, "total_loss": 1.1426668244821485} {"data_time": 0.013556500001868699, "eta_seconds": 44570.36949283175, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.39469354175236526, "fast_rcnn/fg_cls_accuracy": 0.5713909609477841, "iteration": 191119, "loss_box_reg": 0.22941107070073485, "loss_cls": 0.20207167323678732, "loss_mask": 0.25176051910966635, "loss_rpn_cls": 0.03766434577119071, "loss_rpn_loc": 0.0715595165384002, "loss_sem_seg": 0.32293811719864607, "lr": 0.02, "mask_rcnn/accuracy": 0.8923689942370027, "mask_rcnn/false_negative": 0.0870534387856811, "mask_rcnn/false_positive": 0.11579316563714404, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5691185190007673, "total_loss": 1.12923619258072} {"data_time": 0.012601329508470371, "eta_seconds": 44559.068832471756, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.2846481876332623, "fast_rcnn/fg_cls_accuracy": 0.6471311701951246, "iteration": 191139, "loss_box_reg": 0.23407931998372078, "loss_cls": 0.21826400188729167, "loss_mask": 0.2500378768891096, "loss_rpn_cls": 0.040293522499268875, "loss_rpn_loc": 0.07785471726674587, "loss_sem_seg": 0.32585535664111376, "lr": 0.02, "mask_rcnn/accuracy": 0.8801122631052058, "mask_rcnn/false_negative": 0.10125205669152566, "mask_rcnn/false_positive": 0.11345985071641909, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.5536375525043695, "total_loss": 1.1454600122960983} {"data_time": 0.011800091007899027, "eta_seconds": 44547.76817211176, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.39021739130434785, "fast_rcnn/fg_cls_accuracy": 0.5574193548387096, "iteration": 191159, "loss_box_reg": 0.22343930741772056, "loss_cls": 0.2041412654798478, "loss_mask": 0.2522814190015197, "loss_rpn_cls": 0.04077545214749989, "loss_rpn_loc": 0.07577038230374455, "loss_sem_seg": 0.3270481424406171, "lr": 0.02, "mask_rcnn/accuracy": 0.885406968206756, "mask_rcnn/false_negative": 0.09291640879682986, "mask_rcnn/false_positive": 0.1253762667202431, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5634123604904744, "total_loss": 1.155050124405534} {"data_time": 0.012463166000088677, "eta_seconds": 44540.15097462418, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3446786264582875, "fast_rcnn/fg_cls_accuracy": 0.6276414263702399, "iteration": 191179, "loss_box_reg": 0.20370392873883247, "loss_cls": 0.1970476731657982, "loss_mask": 0.2476163897663355, "loss_rpn_cls": 0.047878418292384595, "loss_rpn_loc": 0.07077175739686936, "loss_sem_seg": 0.36614625016227365, "lr": 0.02, "mask_rcnn/accuracy": 0.8901311236427334, "mask_rcnn/false_negative": 0.10100574028795778, "mask_rcnn/false_positive": 0.1236983856117623, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5604379924989189, "total_loss": 1.11968353606062} {"data_time": 0.011888627501321025, "eta_seconds": 44551.21676772421, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.30186546071226683, "fast_rcnn/fg_cls_accuracy": 0.6505186987704918, "iteration": 191199, "loss_box_reg": 0.23145359987393022, "loss_cls": 0.21386842825450003, "loss_mask": 0.24540504720062017, "loss_rpn_cls": 0.03938817564630881, "loss_rpn_loc": 0.07391575892688707, "loss_sem_seg": 0.31029643025249243, "lr": 0.02, "mask_rcnn/accuracy": 0.8870776456277876, "mask_rcnn/false_negative": 0.09278303718861436, "mask_rcnn/false_positive": 0.12352247396368256, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5783434934928664, "total_loss": 1.128901348929503} {"data_time": 0.01308991249970859, "eta_seconds": 44528.62262094883, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.33761787157611134, "fast_rcnn/fg_cls_accuracy": 0.627274105518496, "iteration": 191219, "loss_box_reg": 0.21982069220393896, "loss_cls": 0.20015691872686148, "loss_mask": 0.2502998551353812, "loss_rpn_cls": 0.03805974932038225, "loss_rpn_loc": 0.07255949746468104, "loss_sem_seg": 0.33941533300094306, "lr": 0.02, "mask_rcnn/accuracy": 0.8990404545356365, "mask_rcnn/false_negative": 0.08291169994474727, "mask_rcnn/false_positive": 0.12145497757379889, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5572147595012211, "total_loss": 1.1662995943624992} {"data_time": 0.01209994799864944, "eta_seconds": 44517.31821439879, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.2996130952380952, "fast_rcnn/fg_cls_accuracy": 0.6360020931449504, "iteration": 191239, "loss_box_reg": 0.24236486665904522, "loss_cls": 0.21141920192167163, "loss_mask": 0.26865762937814, "loss_rpn_cls": 0.046924950802349485, "loss_rpn_loc": 0.07047669077292085, "loss_sem_seg": 0.32768097147345543, "lr": 0.02, "mask_rcnn/accuracy": 0.8920657118268994, "mask_rcnn/false_negative": 0.0950357666894968, "mask_rcnn/false_positive": 0.10584219476566843, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5641297230031341, "total_loss": 1.1820563222790952} {"data_time": 0.01154754099843558, "eta_seconds": 44500.79355490096, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3356319667485358, "fast_rcnn/fg_cls_accuracy": 0.6132768361581921, "iteration": 191259, "loss_box_reg": 0.20883474918082356, "loss_cls": 0.2062699522357434, "loss_mask": 0.24046520236879587, "loss_rpn_cls": 0.03830684663262218, "loss_rpn_loc": 0.07096771347278263, "loss_sem_seg": 0.2960209685843438, "lr": 0.02, "mask_rcnn/accuracy": 0.9021130952380952, "mask_rcnn/false_negative": 0.0820581663486645, "mask_rcnn/false_positive": 0.10542776933446635, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5709953869954916, "total_loss": 1.0814721821225248} {"data_time": 0.012348711003141943, "eta_seconds": 44502.92433125967, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.2951785714285714, "fast_rcnn/fg_cls_accuracy": 0.6602923185886291, "iteration": 191279, "loss_box_reg": 0.24785151216201484, "loss_cls": 0.2284309258684516, "loss_mask": 0.25041586346924305, "loss_rpn_cls": 0.04067330143880099, "loss_rpn_loc": 0.09035438924911432, "loss_sem_seg": 0.3154503065161407, "lr": 0.02, "mask_rcnn/accuracy": 0.8940640125278287, "mask_rcnn/false_negative": 0.08113381404525208, "mask_rcnn/false_positive": 0.12318899011356194, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5656964700028766, "total_loss": 1.166756345599424} {"data_time": 0.012329425000643823, "eta_seconds": 44491.61783760963, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.2503327417923691, "fast_rcnn/fg_cls_accuracy": 0.6819463536710021, "iteration": 191299, "loss_box_reg": 0.22428037924692035, "loss_cls": 0.20459250244311988, "loss_mask": 0.24616070557385683, "loss_rpn_cls": 0.03866072199889459, "loss_rpn_loc": 0.06917359786166344, "loss_sem_seg": 0.3249776167795062, "lr": 0.02, "mask_rcnn/accuracy": 0.8996361625049965, "mask_rcnn/false_negative": 0.0855957957409963, "mask_rcnn/false_positive": 0.10846580794562954, "roi_head/num_bg_samples": 461.0, "roi_head/num_fg_samples": 51.0, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.560426259507949, "total_loss": 1.1070832597324625} {"data_time": 0.01173336649662815, "eta_seconds": 44476.70980024126, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.2845674486803519, "fast_rcnn/fg_cls_accuracy": 0.6918124159138959, "iteration": 191319, "loss_box_reg": 0.23113620118238032, "loss_cls": 0.2124017090536654, "loss_mask": 0.2502242289483547, "loss_rpn_cls": 0.044382539053913206, "loss_rpn_loc": 0.08174740988761187, "loss_sem_seg": 0.3315627360716462, "lr": 0.02, "mask_rcnn/accuracy": 0.8918635320133016, "mask_rcnn/false_negative": 0.10172208374712022, "mask_rcnn/false_positive": 0.10380805715289093, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5632883555008448, "total_loss": 1.188721309765242} {"data_time": 0.011945717000344303, "eta_seconds": 44469.00485030954, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.2931136309945665, "fast_rcnn/fg_cls_accuracy": 0.6719996870599281, "iteration": 191339, "loss_box_reg": 0.22243399685248733, "loss_cls": 0.2057534315972589, "loss_mask": 0.2473560580983758, "loss_rpn_cls": 0.04575719602871686, "loss_rpn_loc": 0.08829829475143924, "loss_sem_seg": 0.3656973037868738, "lr": 0.02, "mask_rcnn/accuracy": 0.8863483929483396, "mask_rcnn/false_negative": 0.11017656807541194, "mask_rcnn/false_positive": 0.11638670840804091, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5625538330059499, "total_loss": 1.1953851198595657} {"data_time": 0.012707286005024798, "eta_seconds": 44445.58850771404, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.3480204006519796, "fast_rcnn/fg_cls_accuracy": 0.6226024411508282, "iteration": 191359, "loss_box_reg": 0.20957376388832927, "loss_cls": 0.20665582362562418, "loss_mask": 0.2506021661683917, "loss_rpn_cls": 0.03955793607747182, "loss_rpn_loc": 0.06468200194649398, "loss_sem_seg": 0.3340926457894966, "lr": 0.02, "mask_rcnn/accuracy": 0.9025786254381194, "mask_rcnn/false_negative": 0.08478413927083098, "mask_rcnn/false_positive": 0.1062831020166003, "roi_head/num_bg_samples": 457.75, "roi_head/num_fg_samples": 54.25, "rpn/num_neg_anchors": 237.0, "rpn/num_pos_anchors": 19.0, "time": 0.5540029644980677, "total_loss": 1.1561661957239266} {"data_time": 0.013094908994389698, "eta_seconds": 44442.79306573084, "fast_rcnn/cls_accuracy": 0.9052734375, "fast_rcnn/false_negative": 0.42479213907785335, "fast_rcnn/fg_cls_accuracy": 0.5212260251322751, "iteration": 191379, "loss_box_reg": 0.24840275291353464, "loss_cls": 0.23902776651084423, "loss_mask": 0.2663075905293226, "loss_rpn_cls": 0.0480698982719332, "loss_rpn_loc": 0.09663258900400251, "loss_sem_seg": 0.2845015563070774, "lr": 0.02, "mask_rcnn/accuracy": 0.863416378742431, "mask_rcnn/false_negative": 0.11586615389189617, "mask_rcnn/false_positive": 0.14956508544193525, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.5717730260003009, "total_loss": 1.17548083505244} {"data_time": 0.013574340991908684, "eta_seconds": 44431.4874875607, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.3967042253521127, "fast_rcnn/fg_cls_accuracy": 0.5709255533199196, "iteration": 191399, "loss_box_reg": 0.2362404461018741, "loss_cls": 0.21599141927435994, "loss_mask": 0.25518987514078617, "loss_rpn_cls": 0.042976709693903103, "loss_rpn_loc": 0.08124457779922523, "loss_sem_seg": 0.3185636163689196, "lr": 0.02, "mask_rcnn/accuracy": 0.879629218909299, "mask_rcnn/false_negative": 0.10399135906158828, "mask_rcnn/false_positive": 0.151368975626425, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.5662177359990892, "total_loss": 1.1286459743860178} {"data_time": 0.012387971502903383, "eta_seconds": 44445.156876043264, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.2556462585034014, "fast_rcnn/fg_cls_accuracy": 0.7014520455035915, "iteration": 191419, "loss_box_reg": 0.23344312061090022, "loss_cls": 0.20006906450726092, "loss_mask": 0.2397749274969101, "loss_rpn_cls": 0.046598341345088556, "loss_rpn_loc": 0.08460212231148034, "loss_sem_seg": 0.29077201685868204, "lr": 0.02, "mask_rcnn/accuracy": 0.9072632118038604, "mask_rcnn/false_negative": 0.09101097240033065, "mask_rcnn/false_positive": 0.10503239536315742, "roi_head/num_bg_samples": 456.25, "roi_head/num_fg_samples": 55.75, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5809904039997491, "total_loss": 1.1409027104091365} {"data_time": 0.012381389999063686, "eta_seconds": 44447.47814238876, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.32654277699859746, "fast_rcnn/fg_cls_accuracy": 0.60023435346016, "iteration": 191439, "loss_box_reg": 0.23642056621611118, "loss_cls": 0.1989710396155715, "loss_mask": 0.25479227490723133, "loss_rpn_cls": 0.04142696788767353, "loss_rpn_loc": 0.0819805507780984, "loss_sem_seg": 0.35210730391554534, "lr": 0.02, "mask_rcnn/accuracy": 0.8863430451806606, "mask_rcnn/false_negative": 0.09631728929650839, "mask_rcnn/false_positive": 0.1406943034407947, "roi_head/num_bg_samples": 457.75, "roi_head/num_fg_samples": 54.25, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5758887145057088, "total_loss": 1.1777841057628393} {"data_time": 0.012164612002379727, "eta_seconds": 44430.36645049593, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.37621546163473574, "fast_rcnn/fg_cls_accuracy": 0.600792048454729, "iteration": 191459, "loss_box_reg": 0.228262719232589, "loss_cls": 0.21238403161987662, "loss_mask": 0.2496237293817103, "loss_rpn_cls": 0.04082482932426501, "loss_rpn_loc": 0.07872040043002926, "loss_sem_seg": 0.322994701564312, "lr": 0.02, "mask_rcnn/accuracy": 0.8864659082023614, "mask_rcnn/false_negative": 0.08966503034815791, "mask_rcnn/false_positive": 0.11082609077417006, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5609426955052186, "total_loss": 1.1361724839225644} {"data_time": 0.012254779008799233, "eta_seconds": 44419.05252109587, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.3175191499876452, "fast_rcnn/fg_cls_accuracy": 0.6562902187902188, "iteration": 191479, "loss_box_reg": 0.23136458871886134, "loss_cls": 0.19101439299993217, "loss_mask": 0.24850533064454794, "loss_rpn_cls": 0.03998587625392247, "loss_rpn_loc": 0.06265342503320426, "loss_sem_seg": 0.30889886268414557, "lr": 0.02, "mask_rcnn/accuracy": 0.900548606470511, "mask_rcnn/false_negative": 0.0924816384597851, "mask_rcnn/false_positive": 0.1173534192757848, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5521122374993865, "total_loss": 1.0462681335629895} {"data_time": 0.012319903500610963, "eta_seconds": 44411.40772861557, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.34577434577434574, "fast_rcnn/fg_cls_accuracy": 0.6321195144724556, "iteration": 191499, "loss_box_reg": 0.22979398048482835, "loss_cls": 0.22757789166644216, "loss_mask": 0.26398488972336054, "loss_rpn_cls": 0.04936644466215512, "loss_rpn_loc": 0.08516926085576415, "loss_sem_seg": 0.2865977277979255, "lr": 0.02, "mask_rcnn/accuracy": 0.8833121477579025, "mask_rcnn/false_negative": 0.08775949788025963, "mask_rcnn/false_positive": 0.1292483439316367, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5655237055034377, "total_loss": 1.1433420105604455} {"data_time": 0.011912484995264094, "eta_seconds": 44402.21652082856, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.38507075941797886, "fast_rcnn/fg_cls_accuracy": 0.5513392857142857, "iteration": 191519, "loss_box_reg": 0.23925321269780397, "loss_cls": 0.2115367369260639, "loss_mask": 0.25398467434570193, "loss_rpn_cls": 0.04598542759777047, "loss_rpn_loc": 0.08011328737484291, "loss_sem_seg": 0.32296987995505333, "lr": 0.02, "mask_rcnn/accuracy": 0.8749852128694131, "mask_rcnn/false_negative": 0.11067133598155185, "mask_rcnn/false_positive": 0.13041024501239282, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5740064335041097, "total_loss": 1.1712811363686342} {"data_time": 0.012764021004841197, "eta_seconds": 44385.1107328957, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.27478562678644347, "fast_rcnn/fg_cls_accuracy": 0.6619047619047619, "iteration": 191539, "loss_box_reg": 0.21288929018191993, "loss_cls": 0.2016014310065657, "loss_mask": 0.25152484653517604, "loss_rpn_cls": 0.04035872520762496, "loss_rpn_loc": 0.0755063789547421, "loss_sem_seg": 0.3049904676154256, "lr": 0.02, "mask_rcnn/accuracy": 0.8804900669058833, "mask_rcnn/false_negative": 0.08533172185243706, "mask_rcnn/false_positive": 0.1433158699992142, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5646220304988674, "total_loss": 1.1080399339698488} {"data_time": 0.011927746993023902, "eta_seconds": 44352.40904108567, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.3527042577675489, "fast_rcnn/fg_cls_accuracy": 0.6346375143843499, "iteration": 191559, "loss_box_reg": 0.21820452949032187, "loss_cls": 0.21322819544002414, "loss_mask": 0.24558414611965418, "loss_rpn_cls": 0.037268796033458784, "loss_rpn_loc": 0.05982360434427392, "loss_sem_seg": 0.3294349678326398, "lr": 0.02, "mask_rcnn/accuracy": 0.889356737012987, "mask_rcnn/false_negative": 0.09802715027087447, "mask_rcnn/false_positive": 0.13022097878671954, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5548873849984375, "total_loss": 1.0806574809685117} {"data_time": 0.012662270492000971, "eta_seconds": 44345.81245158433, "fast_rcnn/cls_accuracy": 0.95654296875, "fast_rcnn/false_negative": 0.35013071895424835, "fast_rcnn/fg_cls_accuracy": 0.6227614379084967, "iteration": 191579, "loss_box_reg": 0.2043879758566618, "loss_cls": 0.19775337842293084, "loss_mask": 0.24958855751901865, "loss_rpn_cls": 0.03987253163359128, "loss_rpn_loc": 0.07532846950925887, "loss_sem_seg": 0.2813117024488747, "lr": 0.02, "mask_rcnn/accuracy": 0.8844357490412927, "mask_rcnn/false_negative": 0.08899857637285977, "mask_rcnn/false_positive": 0.14115576027464705, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 236.0, "rpn/num_pos_anchors": 20.0, "time": 0.5673951070057228, "total_loss": 1.0720532893174095} {"data_time": 0.013722220493946224, "eta_seconds": 44316.61013682277, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.33140756302521013, "fast_rcnn/fg_cls_accuracy": 0.6120150187734669, "iteration": 191599, "loss_box_reg": 0.2205622741021216, "loss_cls": 0.19728160509839654, "loss_mask": 0.25980075262486935, "loss_rpn_cls": 0.042030411947052926, "loss_rpn_loc": 0.07206789714109618, "loss_sem_seg": 0.3040095092728734, "lr": 0.02, "mask_rcnn/accuracy": 0.884976110308999, "mask_rcnn/false_negative": 0.09809300216396516, "mask_rcnn/false_positive": 0.13177364173114198, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5606524710019585, "total_loss": 1.0500233696293435} {"data_time": 0.013023993000388145, "eta_seconds": 44305.30502333268, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.32766512892035904, "fast_rcnn/fg_cls_accuracy": 0.6694652446864837, "iteration": 191619, "loss_box_reg": 0.2135097982827574, "loss_cls": 0.19222057424485683, "loss_mask": 0.25943021941930056, "loss_rpn_cls": 0.03848987660603598, "loss_rpn_loc": 0.07496447442099452, "loss_sem_seg": 0.3422183427028358, "lr": 0.02, "mask_rcnn/accuracy": 0.8819163025455455, "mask_rcnn/false_negative": 0.07418590400525074, "mask_rcnn/false_positive": 0.12997055971177524, "roi_head/num_bg_samples": 424.25, "roi_head/num_fg_samples": 87.75, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5626746360067045, "total_loss": 1.090725134476088} {"data_time": 0.01176408050378086, "eta_seconds": 44278.48368710379, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.28284341042073, "fast_rcnn/fg_cls_accuracy": 0.6699833395038874, "iteration": 191639, "loss_box_reg": 0.24197583785280585, "loss_cls": 0.21691290696617216, "loss_mask": 0.24392207711935043, "loss_rpn_cls": 0.043375957146054134, "loss_rpn_loc": 0.07429483399027959, "loss_sem_seg": 0.29683035472407937, "lr": 0.02, "mask_rcnn/accuracy": 0.8976910259685612, "mask_rcnn/false_negative": 0.09953771156169372, "mask_rcnn/false_positive": 0.10392460159938008, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.5760739120014478, "total_loss": 1.0942357633612119} {"data_time": 0.012515772003098391, "eta_seconds": 44282.6947963525, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.40169916752195234, "fast_rcnn/fg_cls_accuracy": 0.48655569782330343, "iteration": 191659, "loss_box_reg": 0.23691872134804726, "loss_cls": 0.21080376394093037, "loss_mask": 0.2394247306510806, "loss_rpn_cls": 0.04283727251458913, "loss_rpn_loc": 0.07328819175017998, "loss_sem_seg": 0.31093458516988903, "lr": 0.02, "mask_rcnn/accuracy": 0.8994903751156431, "mask_rcnn/false_negative": 0.09379588366040995, "mask_rcnn/false_positive": 0.10705232506100003, "roi_head/num_bg_samples": 432.75, "roi_head/num_fg_samples": 79.25, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.5716099290002603, "total_loss": 1.141576044348767} {"data_time": 0.01295062449935358, "eta_seconds": 44282.41712258108, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.330375174770856, "fast_rcnn/fg_cls_accuracy": 0.5892610574139237, "iteration": 191679, "loss_box_reg": 0.23081118520349264, "loss_cls": 0.21831514220684767, "loss_mask": 0.24399338942021132, "loss_rpn_cls": 0.03905573664815165, "loss_rpn_loc": 0.07689216700964607, "loss_sem_seg": 0.32038185419514775, "lr": 0.02, "mask_rcnn/accuracy": 0.8910459464105084, "mask_rcnn/false_negative": 0.09406500838772375, "mask_rcnn/false_positive": 0.11463879636750574, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5747419210019871, "total_loss": 1.1124006059253588} {"data_time": 0.012392855001962744, "eta_seconds": 44277.95438430401, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.28497153479725806, "fast_rcnn/fg_cls_accuracy": 0.6280124470338984, "iteration": 191699, "loss_box_reg": 0.22989349090494215, "loss_cls": 0.22191617917269468, "loss_mask": 0.25081441458314657, "loss_rpn_cls": 0.03879096007585758, "loss_rpn_loc": 0.07508754536684137, "loss_sem_seg": 0.326545977499336, "lr": 0.02, "mask_rcnn/accuracy": 0.9021157251332008, "mask_rcnn/false_negative": 0.09249516293085114, "mask_rcnn/false_positive": 0.10526932999484243, "roi_head/num_bg_samples": 458.25, "roi_head/num_fg_samples": 53.75, "rpn/num_neg_anchors": 235.25, "rpn/num_pos_anchors": 20.75, "time": 0.5716594409896061, "total_loss": 1.1465697326493682} {"data_time": 0.012349187498330139, "eta_seconds": 44275.477856142614, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.3374826629680998, "fast_rcnn/fg_cls_accuracy": 0.6261173030236151, "iteration": 191719, "loss_box_reg": 0.24439567304216325, "loss_cls": 0.2175362315028906, "loss_mask": 0.24684813152998686, "loss_rpn_cls": 0.03867956354224589, "loss_rpn_loc": 0.07562500343192369, "loss_sem_seg": 0.3026559087447822, "lr": 0.02, "mask_rcnn/accuracy": 0.9085823615160349, "mask_rcnn/false_negative": 0.07282708817230085, "mask_rcnn/false_positive": 0.11218853265806203, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 235.5, "rpn/num_pos_anchors": 20.5, "time": 0.5608485419870703, "total_loss": 1.1530454083840596} {"data_time": 0.012245908503246028, "eta_seconds": 44264.16592148257, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3201984017635712, "fast_rcnn/fg_cls_accuracy": 0.6210809130473399, "iteration": 191739, "loss_box_reg": 0.22828453872352839, "loss_cls": 0.2081207102164626, "loss_mask": 0.25207092612981796, "loss_rpn_cls": 0.0425316218752414, "loss_rpn_loc": 0.07172236455517123, "loss_sem_seg": 0.35221993876621127, "lr": 0.02, "mask_rcnn/accuracy": 0.886445148616938, "mask_rcnn/false_negative": 0.09421830159989923, "mask_rcnn/false_positive": 0.12571385972364868, "roi_head/num_bg_samples": 433.0, "roi_head/num_fg_samples": 79.0, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5586475194941158, "total_loss": 1.129085899417987} {"data_time": 0.013216192499385215, "eta_seconds": 44264.48251647487, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.30178571428571427, "fast_rcnn/fg_cls_accuracy": 0.6159197609901834, "iteration": 191759, "loss_box_reg": 0.24667573673650622, "loss_cls": 0.21768896863795817, "loss_mask": 0.24122219905257225, "loss_rpn_cls": 0.03823809260211419, "loss_rpn_loc": 0.07356706983409822, "loss_sem_seg": 0.3306367318145931, "lr": 0.02, "mask_rcnn/accuracy": 0.9021557410843125, "mask_rcnn/false_negative": 0.09578775016365079, "mask_rcnn/false_positive": 0.10856805240578617, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5754306349990657, "total_loss": 1.1165950457652798} {"data_time": 0.012435008502507117, "eta_seconds": 44260.81171743441, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.291000253871541, "fast_rcnn/fg_cls_accuracy": 0.6490082244799226, "iteration": 191779, "loss_box_reg": 0.2299925615079701, "loss_cls": 0.19951734831556678, "loss_mask": 0.25297769997268915, "loss_rpn_cls": 0.035651809157570824, "loss_rpn_loc": 0.07547499262000201, "loss_sem_seg": 0.32847798708826303, "lr": 0.02, "mask_rcnn/accuracy": 0.8918271092498216, "mask_rcnn/false_negative": 0.08735318374136636, "mask_rcnn/false_positive": 0.10952582614256554, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5566184879935463, "total_loss": 1.1319152482028585} {"data_time": 0.012875566499133129, "eta_seconds": 44249.49485579433, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.3397101726529246, "fast_rcnn/fg_cls_accuracy": 0.6479611650485437, "iteration": 191799, "loss_box_reg": 0.23615094274282455, "loss_cls": 0.2161405337974429, "loss_mask": 0.24787227297201753, "loss_rpn_cls": 0.0460396082198713, "loss_rpn_loc": 0.0878731191623956, "loss_sem_seg": 0.28674996132031083, "lr": 0.02, "mask_rcnn/accuracy": 0.8929125594412523, "mask_rcnn/false_negative": 0.09212460358540467, "mask_rcnn/false_positive": 0.12040722417296133, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5684200680043432, "total_loss": 1.1384563715546392} {"data_time": 0.012311164500715677, "eta_seconds": 44254.79427093411, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.31909371492704824, "fast_rcnn/fg_cls_accuracy": 0.6474466891133558, "iteration": 191819, "loss_box_reg": 0.23558809515088797, "loss_cls": 0.21159585285931826, "loss_mask": 0.25051962677389383, "loss_rpn_cls": 0.046278666181024164, "loss_rpn_loc": 0.07632024516351521, "loss_sem_seg": 0.3367773937061429, "lr": 0.02, "mask_rcnn/accuracy": 0.8879263958319018, "mask_rcnn/false_negative": 0.09339643495545469, "mask_rcnn/false_positive": 0.12403529209917769, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5696523859951412, "total_loss": 1.1625932766328333} {"data_time": 0.012001818999124225, "eta_seconds": 44198.78663914363, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3056632213608958, "fast_rcnn/fg_cls_accuracy": 0.6564963132468853, "iteration": 191839, "loss_box_reg": 0.22698466759175062, "loss_cls": 0.19919120147824287, "loss_mask": 0.2403730941005051, "loss_rpn_cls": 0.04105851741041988, "loss_rpn_loc": 0.08478880836628377, "loss_sem_seg": 0.31979573192074895, "lr": 0.02, "mask_rcnn/accuracy": 0.8898470223242135, "mask_rcnn/false_negative": 0.08295846639262122, "mask_rcnn/false_positive": 0.11540230303460375, "roi_head/num_bg_samples": 431.0, "roi_head/num_fg_samples": 81.0, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.5492300434998469, "total_loss": 1.1165824402705766} {"data_time": 0.012989162496523932, "eta_seconds": 44169.64366145161, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.37261405959031657, "fast_rcnn/fg_cls_accuracy": 0.587002064610153, "iteration": 191859, "loss_box_reg": 0.2301245927810669, "loss_cls": 0.22648005932569504, "loss_mask": 0.2432180903851986, "loss_rpn_cls": 0.047684441262390465, "loss_rpn_loc": 0.08019698807038367, "loss_sem_seg": 0.3332700589671731, "lr": 0.02, "mask_rcnn/accuracy": 0.8885886501262947, "mask_rcnn/false_negative": 0.10971006725652421, "mask_rcnn/false_positive": 0.12175435664228454, "roi_head/num_bg_samples": 425.0, "roi_head/num_fg_samples": 87.0, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5616346965034609, "total_loss": 1.1577529370842967} {"data_time": 0.012489795502915513, "eta_seconds": 44169.33782808131, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.33172286184210525, "fast_rcnn/fg_cls_accuracy": 0.643921675955414, "iteration": 191879, "loss_box_reg": 0.22588805481791496, "loss_cls": 0.20030984235927463, "loss_mask": 0.2525190790183842, "loss_rpn_cls": 0.03956689019105397, "loss_rpn_loc": 0.08104120765347034, "loss_sem_seg": 0.31400419888086617, "lr": 0.02, "mask_rcnn/accuracy": 0.9164578713488791, "mask_rcnn/false_negative": 0.06683238102926076, "mask_rcnn/false_positive": 0.08894432553888071, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 236.5, "rpn/num_pos_anchors": 19.5, "time": 0.5744661129938322, "total_loss": 1.107159717765171} {"data_time": 0.01362277650332544, "eta_seconds": 44181.834653816724, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.28381877022653723, "fast_rcnn/fg_cls_accuracy": 0.642286380869058, "iteration": 191899, "loss_box_reg": 0.23147487291134894, "loss_cls": 0.21581121627241373, "loss_mask": 0.24670807924121618, "loss_rpn_cls": 0.0459568474907428, "loss_rpn_loc": 0.07124271178327035, "loss_sem_seg": 0.3471516612917185, "lr": 0.02, "mask_rcnn/accuracy": 0.903860578208632, "mask_rcnn/false_negative": 0.0816980012023121, "mask_rcnn/false_positive": 0.11634978708279287, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.5672891354988678, "total_loss": 1.1620407393274945} {"data_time": 0.012708776499493979, "eta_seconds": 44162.35850954218, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.36135232926277705, "fast_rcnn/fg_cls_accuracy": 0.5739355581127733, "iteration": 191919, "loss_box_reg": 0.2334509314969182, "loss_cls": 0.2187195010483265, "loss_mask": 0.24988769646734, "loss_rpn_cls": 0.044511438376503065, "loss_rpn_loc": 0.08279976338963024, "loss_sem_seg": 0.3067018440924585, "lr": 0.02, "mask_rcnn/accuracy": 0.8845687845960164, "mask_rcnn/false_negative": 0.09128862596422987, "mask_rcnn/false_positive": 0.12528995994820497, "roi_head/num_bg_samples": 458.25, "roi_head/num_fg_samples": 53.75, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5556044640034088, "total_loss": 1.1310469741583802} {"data_time": 0.013105738995363936, "eta_seconds": 44167.5005458749, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.34935897435897434, "fast_rcnn/fg_cls_accuracy": 0.6204502419524511, "iteration": 191939, "loss_box_reg": 0.24401847342960536, "loss_cls": 0.21730839530937374, "loss_mask": 0.24310212209820747, "loss_rpn_cls": 0.04076452704612166, "loss_rpn_loc": 0.07124154604389332, "loss_sem_seg": 0.3301959147211164, "lr": 0.02, "mask_rcnn/accuracy": 0.9083742626998521, "mask_rcnn/false_negative": 0.07985828528493583, "mask_rcnn/false_positive": 0.10861089839284502, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 237.25, "rpn/num_pos_anchors": 18.75, "time": 0.5755451550066937, "total_loss": 1.1231445780140348} {"data_time": 0.012147031498898286, "eta_seconds": 44147.89257779684, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.42161182158452903, "fast_rcnn/fg_cls_accuracy": 0.5422697610519602, "iteration": 191959, "loss_box_reg": 0.2280168510042131, "loss_cls": 0.20178361469879746, "loss_mask": 0.23876628652215004, "loss_rpn_cls": 0.04042905758251436, "loss_rpn_loc": 0.06665500707458705, "loss_sem_seg": 0.32797384401783347, "lr": 0.02, "mask_rcnn/accuracy": 0.8922975226771357, "mask_rcnn/false_negative": 0.0977625063527684, "mask_rcnn/false_positive": 0.12366037596782345, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.563451594003709, "total_loss": 1.1040319353778614} {"data_time": 0.013019682504818775, "eta_seconds": 44117.65631482681, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3375766871165644, "fast_rcnn/fg_cls_accuracy": 0.6374663072776281, "iteration": 191979, "loss_box_reg": 0.2206320366822183, "loss_cls": 0.21269078738987446, "loss_mask": 0.24882767023518682, "loss_rpn_cls": 0.04567086797032971, "loss_rpn_loc": 0.07943322867504321, "loss_sem_seg": 0.3078079931437969, "lr": 0.02, "mask_rcnn/accuracy": 0.8817559685164389, "mask_rcnn/false_negative": 0.08916517105648847, "mask_rcnn/false_positive": 0.14504215486181962, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.5468106205007643, "total_loss": 1.165901496700826} {"data_time": 0.012707838999631349, "eta_seconds": 44101.49025138145, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.2718257826171495, "fast_rcnn/fg_cls_accuracy": 0.6535855448898927, "iteration": 191999, "loss_box_reg": 0.22122366889379919, "loss_cls": 0.20314084831625223, "loss_mask": 0.2722470052540302, "loss_rpn_cls": 0.04197086824569851, "loss_rpn_loc": 0.0723802235443145, "loss_sem_seg": 0.3296227287501097, "lr": 0.02, "mask_rcnn/accuracy": 0.8867691444166599, "mask_rcnn/false_negative": 0.08845281549519021, "mask_rcnn/false_positive": 0.125881959816117, "roi_head/num_bg_samples": 457.75, "roi_head/num_fg_samples": 54.25, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5534617455050466, "total_loss": 1.1551437189918943} {"data_time": 0.012884878000477329, "eta_seconds": 44084.58406620801, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.3967118473895582, "fast_rcnn/fg_cls_accuracy": 0.5729585006693441, "iteration": 192019, "loss_box_reg": 0.24375956179574132, "loss_cls": 0.22765330923721194, "loss_mask": 0.2557181240990758, "loss_rpn_cls": 0.04838739454862662, "loss_rpn_loc": 0.08099668950308114, "loss_sem_seg": 0.324221596121788, "lr": 0.02, "mask_rcnn/accuracy": 0.881602408008658, "mask_rcnn/false_negative": 0.13100135794914236, "mask_rcnn/false_positive": 0.14320279396943109, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.558718461994431, "total_loss": 1.1660378792876145} {"data_time": 0.012318967499595601, "eta_seconds": 44018.83880916362, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.26495098039215687, "fast_rcnn/fg_cls_accuracy": 0.7252450980392157, "iteration": 192039, "loss_box_reg": 0.2201735007110983, "loss_cls": 0.19307696749456227, "loss_mask": 0.2435178360901773, "loss_rpn_cls": 0.03570731075888034, "loss_rpn_loc": 0.06683391891419888, "loss_sem_seg": 0.3400133647955954, "lr": 0.02, "mask_rcnn/accuracy": 0.9029465446228119, "mask_rcnn/false_negative": 0.0916392171601555, "mask_rcnn/false_positive": 0.09540238317275845, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5461929529992631, "total_loss": 1.0839058668643702} {"data_time": 0.011455032501544338, "eta_seconds": 44007.54628115368, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.37475236627779, "fast_rcnn/fg_cls_accuracy": 0.5906651332183247, "iteration": 192059, "loss_box_reg": 0.21209029434248805, "loss_cls": 0.20552596566267312, "loss_mask": 0.23879631515592337, "loss_rpn_cls": 0.04504427233769093, "loss_rpn_loc": 0.07395469676703215, "loss_sem_seg": 0.33220977592281997, "lr": 0.02, "mask_rcnn/accuracy": 0.8976235073675488, "mask_rcnn/false_negative": 0.08683953745917153, "mask_rcnn/false_positive": 0.11775331245182807, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.554824598999403, "total_loss": 1.139666539907921} {"data_time": 0.01223526200192282, "eta_seconds": 43985.93806525202, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.29141395688710264, "fast_rcnn/fg_cls_accuracy": 0.6765540653347432, "iteration": 192079, "loss_box_reg": 0.20950254006311297, "loss_cls": 0.1921861405717209, "loss_mask": 0.2486607078462839, "loss_rpn_cls": 0.03928705635553342, "loss_rpn_loc": 0.07230864398297854, "loss_sem_seg": 0.3046572715975344, "lr": 0.02, "mask_rcnn/accuracy": 0.8929690094844447, "mask_rcnn/false_negative": 0.10701092297240072, "mask_rcnn/false_positive": 0.10633252536413965, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 236.0, "rpn/num_pos_anchors": 20.0, "time": 0.550722500498523, "total_loss": 1.0802230065164622} {"data_time": 0.011964151497522835, "eta_seconds": 43955.59854688461, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.31868097389558236, "fast_rcnn/fg_cls_accuracy": 0.6175380051909529, "iteration": 192099, "loss_box_reg": 0.24560278793796897, "loss_cls": 0.20549851888790727, "loss_mask": 0.25940404646098614, "loss_rpn_cls": 0.04122146379086189, "loss_rpn_loc": 0.08071485169057269, "loss_sem_seg": 0.3053888453869149, "lr": 0.02, "mask_rcnn/accuracy": 0.9119940746425689, "mask_rcnn/false_negative": 0.09051713718092018, "mask_rcnn/false_positive": 0.08369578890844237, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5673609600053169, "total_loss": 1.1854669551830739} {"data_time": 0.01255475800280692, "eta_seconds": 43920.88087693414, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.3004494588148964, "fast_rcnn/fg_cls_accuracy": 0.6588240689781691, "iteration": 192119, "loss_box_reg": 0.23555769585072994, "loss_cls": 0.2227160409092903, "loss_mask": 0.24679633416235447, "loss_rpn_cls": 0.04398535180371255, "loss_rpn_loc": 0.08085700347146485, "loss_sem_seg": 0.29063418973237276, "lr": 0.02, "mask_rcnn/accuracy": 0.894573479564438, "mask_rcnn/false_negative": 0.09375593684539171, "mask_rcnn/false_positive": 0.09679198044323092, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 234.25, "rpn/num_pos_anchors": 21.75, "time": 0.5594153785059461, "total_loss": 1.1466463564429432} {"data_time": 0.012241822005307768, "eta_seconds": 43933.02856778453, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.29814814814814816, "fast_rcnn/fg_cls_accuracy": 0.6582010582010582, "iteration": 192139, "loss_box_reg": 0.2300539817661047, "loss_cls": 0.19861439429223537, "loss_mask": 0.2515862765721977, "loss_rpn_cls": 0.03707790521730203, "loss_rpn_loc": 0.06865043411380611, "loss_sem_seg": 0.30657289223745465, "lr": 0.02, "mask_rcnn/accuracy": 0.9038795695045695, "mask_rcnn/false_negative": 0.08925153640149228, "mask_rcnn/false_positive": 0.08524516615811764, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5725350370048545, "total_loss": 1.1232753101212438} {"data_time": 0.013071240500721615, "eta_seconds": 43948.529288268815, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3363055739880557, "fast_rcnn/fg_cls_accuracy": 0.5829669873921699, "iteration": 192159, "loss_box_reg": 0.2524400409311056, "loss_cls": 0.22264244966208935, "loss_mask": 0.2646791683509946, "loss_rpn_cls": 0.04857147116854321, "loss_rpn_loc": 0.08999914067680947, "loss_sem_seg": 0.32206174172461033, "lr": 0.02, "mask_rcnn/accuracy": 0.8987113566970042, "mask_rcnn/false_negative": 0.09296587605970891, "mask_rcnn/false_positive": 0.1227133238795454, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5665539479959989, "total_loss": 1.1951109501824249} {"data_time": 0.012355416503851302, "eta_seconds": 43949.48216286052, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.386711972238288, "fast_rcnn/fg_cls_accuracy": 0.5949163449163449, "iteration": 192179, "loss_box_reg": 0.23500364646315575, "loss_cls": 0.2178446725010872, "loss_mask": 0.24093759804964066, "loss_rpn_cls": 0.03951666975626722, "loss_rpn_loc": 0.08212510141311213, "loss_sem_seg": 0.2967299656011164, "lr": 0.02, "mask_rcnn/accuracy": 0.8847051798721133, "mask_rcnn/false_negative": 0.11877131101172991, "mask_rcnn/false_positive": 0.10850283504019906, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5679235390052781, "total_loss": 1.1346317717980128} {"data_time": 0.01456909400440054, "eta_seconds": 43923.2681794357, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.35290126905579056, "fast_rcnn/fg_cls_accuracy": 0.581418918918919, "iteration": 192199, "loss_box_reg": 0.23241228563711047, "loss_cls": 0.20288709341548383, "loss_mask": 0.2589329518377781, "loss_rpn_cls": 0.03797904812017805, "loss_rpn_loc": 0.07472489681094885, "loss_sem_seg": 0.32217534771189094, "lr": 0.02, "mask_rcnn/accuracy": 0.8835153592687075, "mask_rcnn/false_negative": 0.09609711728301938, "mask_rcnn/false_positive": 0.13536663208921557, "roi_head/num_bg_samples": 457.25, "roi_head/num_fg_samples": 54.75, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5760475954957656, "total_loss": 1.1189764655864565} {"data_time": 0.01300846750382334, "eta_seconds": 43963.23724242457, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.30673543689320387, "fast_rcnn/fg_cls_accuracy": 0.6448303473125814, "iteration": 192219, "loss_box_reg": 0.2252030842937529, "loss_cls": 0.2062942278571427, "loss_mask": 0.2562911184504628, "loss_rpn_cls": 0.04497317716595717, "loss_rpn_loc": 0.07749989771400578, "loss_sem_seg": 0.2847974649630487, "lr": 0.02, "mask_rcnn/accuracy": 0.9006903425587307, "mask_rcnn/false_negative": 0.07784137450202787, "mask_rcnn/false_positive": 0.1218597550545128, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5848440370027674, "total_loss": 1.142164402815979} {"data_time": 0.011893816998053808, "eta_seconds": 43974.42345838487, "fast_rcnn/cls_accuracy": 0.9111328125, "fast_rcnn/false_negative": 0.40272556390977443, "fast_rcnn/fg_cls_accuracy": 0.5803571428571428, "iteration": 192239, "loss_box_reg": 0.23766866233199835, "loss_cls": 0.21199392341077328, "loss_mask": 0.2557110218331218, "loss_rpn_cls": 0.04778147448087111, "loss_rpn_loc": 0.08836347989563365, "loss_sem_seg": 0.31141065433621407, "lr": 0.02, "mask_rcnn/accuracy": 0.8812865781414936, "mask_rcnn/false_negative": 0.12597518732921628, "mask_rcnn/false_positive": 0.11387286363449634, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 203.0, "rpn/num_pos_anchors": 53.0, "time": 0.5723406219985918, "total_loss": 1.1533417847385863} {"data_time": 0.012162304505181964, "eta_seconds": 43973.54323687641, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.38385160938352425, "fast_rcnn/fg_cls_accuracy": 0.6161483906164757, "iteration": 192259, "loss_box_reg": 0.2328519462607801, "loss_cls": 0.2120234277099371, "loss_mask": 0.25208942499011755, "loss_rpn_cls": 0.03558027322287671, "loss_rpn_loc": 0.05945689984946512, "loss_sem_seg": 0.28353956434875727, "lr": 0.02, "mask_rcnn/accuracy": 0.8806866932581072, "mask_rcnn/false_negative": 0.10958430781577408, "mask_rcnn/false_positive": 0.122192411562637, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5807538075023331, "total_loss": 1.1127146593353245} {"data_time": 0.01278091700078221, "eta_seconds": 43929.32415009424, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.3229064841968068, "fast_rcnn/fg_cls_accuracy": 0.654050925925926, "iteration": 192279, "loss_box_reg": 0.2157419128343463, "loss_cls": 0.20553996483795345, "loss_mask": 0.2377305654808879, "loss_rpn_cls": 0.048010026395786554, "loss_rpn_loc": 0.07655636093113571, "loss_sem_seg": 0.27610630076378584, "lr": 0.02, "mask_rcnn/accuracy": 0.8998120574498426, "mask_rcnn/false_negative": 0.07653261854901101, "mask_rcnn/false_positive": 0.12183671766946699, "roi_head/num_bg_samples": 458.75, "roi_head/num_fg_samples": 53.25, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5596102850031457, "total_loss": 1.1075057031121105} {"data_time": 0.01302986949303886, "eta_seconds": 43918.01978598413, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.29566380490232674, "fast_rcnn/fg_cls_accuracy": 0.6808149405772496, "iteration": 192299, "loss_box_reg": 0.2357038939371705, "loss_cls": 0.21545048570260406, "loss_mask": 0.2405167450197041, "loss_rpn_cls": 0.04243209556443617, "loss_rpn_loc": 0.0767473976011388, "loss_sem_seg": 0.31749851163476706, "lr": 0.02, "mask_rcnn/accuracy": 0.9013711796288923, "mask_rcnn/false_negative": 0.0910926974247588, "mask_rcnn/false_positive": 0.0997362518480821, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5656727345049148, "total_loss": 1.1674930343870074} {"data_time": 0.012695945501036476, "eta_seconds": 43906.71542187402, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.37537974683544306, "fast_rcnn/fg_cls_accuracy": 0.5434375, "iteration": 192319, "loss_box_reg": 0.21623380249366164, "loss_cls": 0.20258425921201706, "loss_mask": 0.2530649439431727, "loss_rpn_cls": 0.03964110603556037, "loss_rpn_loc": 0.07631353591568768, "loss_sem_seg": 0.2742190305143595, "lr": 0.02, "mask_rcnn/accuracy": 0.910973293810802, "mask_rcnn/false_negative": 0.07284957607073761, "mask_rcnn/false_positive": 0.1188681668974221, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5620529500010889, "total_loss": 1.0718775358400308} {"data_time": 0.01312249900365714, "eta_seconds": 43901.148302739304, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.28821961620469083, "fast_rcnn/fg_cls_accuracy": 0.6600998463901689, "iteration": 192339, "loss_box_reg": 0.23466250183992088, "loss_cls": 0.20770576084032655, "loss_mask": 0.26345491223037243, "loss_rpn_cls": 0.04127436157432385, "loss_rpn_loc": 0.07773907372029498, "loss_sem_seg": 0.2834906158968806, "lr": 0.02, "mask_rcnn/accuracy": 0.894483911985847, "mask_rcnn/false_negative": 0.07664258424539569, "mask_rcnn/false_positive": 0.12439395605434334, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5663108305016067, "total_loss": 1.1453611413598992} {"data_time": 0.012292968996916898, "eta_seconds": 43919.45042888319, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3163454410674574, "fast_rcnn/fg_cls_accuracy": 0.6822224069148937, "iteration": 192359, "loss_box_reg": 0.22683028085157275, "loss_cls": 0.19550762244034559, "loss_mask": 0.2674122489988804, "loss_rpn_cls": 0.039205229899380356, "loss_rpn_loc": 0.06759971866267733, "loss_sem_seg": 0.3046978237107396, "lr": 0.02, "mask_rcnn/accuracy": 0.8913090888944712, "mask_rcnn/false_negative": 0.10115695074608871, "mask_rcnn/false_positive": 0.12821416882861159, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.5680494330008514, "total_loss": 1.0576784092700109} {"data_time": 0.012249985506059602, "eta_seconds": 43919.85388927719, "fast_rcnn/cls_accuracy": 0.91015625, "fast_rcnn/false_negative": 0.3515625, "fast_rcnn/fg_cls_accuracy": 0.607421875, "iteration": 192379, "loss_box_reg": 0.23995894147083163, "loss_cls": 0.20119906368199736, "loss_mask": 0.24443122930824757, "loss_rpn_cls": 0.04102936389972456, "loss_rpn_loc": 0.08326213760301471, "loss_sem_seg": 0.29238178161904216, "lr": 0.02, "mask_rcnn/accuracy": 0.9002537974277044, "mask_rcnn/false_negative": 0.10346357639767242, "mask_rcnn/false_positive": 0.12734622648214394, "roi_head/num_bg_samples": 426.0, "roi_head/num_fg_samples": 86.0, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.581107632999192, "total_loss": 1.1154279733309522} {"data_time": 0.012436978497134987, "eta_seconds": 43894.35341357644, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.3261614507520621, "fast_rcnn/fg_cls_accuracy": 0.6101382488479263, "iteration": 192399, "loss_box_reg": 0.22592061548493803, "loss_cls": 0.19302325788885355, "loss_mask": 0.24330438487231731, "loss_rpn_cls": 0.03750466891506221, "loss_rpn_loc": 0.06491016995278187, "loss_sem_seg": 0.2759638512507081, "lr": 0.02, "mask_rcnn/accuracy": 0.8936531886273673, "mask_rcnn/false_negative": 0.08162863533722348, "mask_rcnn/false_positive": 0.12454368385968326, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5542942629981553, "total_loss": 1.066044809344021} {"data_time": 0.012524487501650583, "eta_seconds": 43885.51002335347, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.35174953959484345, "fast_rcnn/fg_cls_accuracy": 0.6108222294442639, "iteration": 192419, "loss_box_reg": 0.2399759036488831, "loss_cls": 0.20835766359232366, "loss_mask": 0.2496486329473555, "loss_rpn_cls": 0.04147982562426478, "loss_rpn_loc": 0.07837079852470197, "loss_sem_seg": 0.26810901472344995, "lr": 0.02, "mask_rcnn/accuracy": 0.8863193434622005, "mask_rcnn/false_negative": 0.09588589881132975, "mask_rcnn/false_positive": 0.14705293259722585, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5864822044968605, "total_loss": 1.079622382298112} {"data_time": 0.012067265990481246, "eta_seconds": 43861.3219718855, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.2928692699490662, "fast_rcnn/fg_cls_accuracy": 0.6418114143920595, "iteration": 192439, "loss_box_reg": 0.23582142824307084, "loss_cls": 0.19611276546493173, "loss_mask": 0.25281587475910783, "loss_rpn_cls": 0.04235471166612115, "loss_rpn_loc": 0.08682812278857455, "loss_sem_seg": 0.27677630400285125, "lr": 0.02, "mask_rcnn/accuracy": 0.8983961717910849, "mask_rcnn/false_negative": 0.09437011224537292, "mask_rcnn/false_positive": 0.1020115502686762, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5687244239961728, "total_loss": 1.0831611865141895} {"data_time": 0.012683036002272274, "eta_seconds": 43859.41545337743, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.2788473404911761, "fast_rcnn/fg_cls_accuracy": 0.6911539198773242, "iteration": 192459, "loss_box_reg": 0.21044659381732345, "loss_cls": 0.19189413147978485, "loss_mask": 0.24758415343239903, "loss_rpn_cls": 0.040339783154195175, "loss_rpn_loc": 0.06882749331998639, "loss_sem_seg": 0.2628926099278033, "lr": 0.02, "mask_rcnn/accuracy": 0.9001921601974123, "mask_rcnn/false_negative": 0.08434223780968021, "mask_rcnn/false_positive": 0.11479473440274085, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5629147880026721, "total_loss": 1.0206345027254429} {"data_time": 0.01233287050126819, "eta_seconds": 43848.102879267375, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.36089624587458746, "fast_rcnn/fg_cls_accuracy": 0.6242522689768977, "iteration": 192479, "loss_box_reg": 0.22245654370635748, "loss_cls": 0.18901993241161108, "loss_mask": 0.25103310123085976, "loss_rpn_cls": 0.04715646992553957, "loss_rpn_loc": 0.08412250291439705, "loss_sem_seg": 0.30591015983372927, "lr": 0.02, "mask_rcnn/accuracy": 0.8739987070896957, "mask_rcnn/false_negative": 0.1107082271773934, "mask_rcnn/false_positive": 0.13567348606063112, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 208.25, "rpn/num_pos_anchors": 47.75, "time": 0.5618088635019376, "total_loss": 1.1040788572863676} {"data_time": 0.01270870550069958, "eta_seconds": 43851.95496415753, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.4069767441860465, "fast_rcnn/fg_cls_accuracy": 0.5589474366452785, "iteration": 192499, "loss_box_reg": 0.23220178321935236, "loss_cls": 0.21212168456986547, "loss_mask": 0.25285798497498035, "loss_rpn_cls": 0.0435185262322193, "loss_rpn_loc": 0.08229309893795289, "loss_sem_seg": 0.2965301312506199, "lr": 0.02, "mask_rcnn/accuracy": 0.8734372840982139, "mask_rcnn/false_negative": 0.10517916782689425, "mask_rcnn/false_positive": 0.14836895500650843, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5790476370093529, "total_loss": 1.1403488234936958} {"data_time": 0.012431849005224649, "eta_seconds": 43827.1063817789, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.30423620025673936, "fast_rcnn/fg_cls_accuracy": 0.677495668399307, "iteration": 192519, "loss_box_reg": 0.22347756242379546, "loss_cls": 0.19341457914561033, "loss_mask": 0.2482104287482798, "loss_rpn_cls": 0.04276506291353144, "loss_rpn_loc": 0.07709579265792854, "loss_sem_seg": 0.2939794436097145, "lr": 0.02, "mask_rcnn/accuracy": 0.9164743966359035, "mask_rcnn/false_negative": 0.08378446628720895, "mask_rcnn/false_positive": 0.10290220333560238, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5501168140035588, "total_loss": 1.092620468523819} {"data_time": 0.011499120002554264, "eta_seconds": 43788.08988653879, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.27289924332935084, "fast_rcnn/fg_cls_accuracy": 0.6392161885245902, "iteration": 192539, "loss_box_reg": 0.21475925482809544, "loss_cls": 0.19717592326924205, "loss_mask": 0.24538021301850677, "loss_rpn_cls": 0.04001021671865601, "loss_rpn_loc": 0.07329777081031352, "loss_sem_seg": 0.3070537899620831, "lr": 0.02, "mask_rcnn/accuracy": 0.8917437098953056, "mask_rcnn/false_negative": 0.08643099685986438, "mask_rcnn/false_positive": 0.12635733016954315, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5496237904953887, "total_loss": 1.0863608695217408} {"data_time": 0.01171084900124697, "eta_seconds": 43818.37024844239, "fast_rcnn/cls_accuracy": 0.9111328125, "fast_rcnn/false_negative": 0.3219105455947561, "fast_rcnn/fg_cls_accuracy": 0.6473651356856561, "iteration": 192559, "loss_box_reg": 0.24857893562875688, "loss_cls": 0.2287534645292908, "loss_mask": 0.2514150533825159, "loss_rpn_cls": 0.03755462128901854, "loss_rpn_loc": 0.07875506090931594, "loss_sem_seg": 0.33220781246200204, "lr": 0.02, "mask_rcnn/accuracy": 0.8854393370251327, "mask_rcnn/false_negative": 0.09860314218159055, "mask_rcnn/false_positive": 0.11587897607575881, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.5781055584957357, "total_loss": 1.1757818845726433} {"data_time": 0.013093337496684399, "eta_seconds": 43819.83598974184, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.3998020781791192, "fast_rcnn/fg_cls_accuracy": 0.5642278187870893, "iteration": 192579, "loss_box_reg": 0.25186791631858796, "loss_cls": 0.22183169843629003, "loss_mask": 0.25465291552245617, "loss_rpn_cls": 0.039876464987173676, "loss_rpn_loc": 0.09200345166027546, "loss_sem_seg": 0.3408915975596756, "lr": 0.02, "mask_rcnn/accuracy": 0.8929217711011217, "mask_rcnn/false_negative": 0.10475640194200693, "mask_rcnn/false_positive": 0.13178607970663497, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.5715246524923714, "total_loss": 1.1915248008517665} {"data_time": 0.012152636503742542, "eta_seconds": 43855.78412352913, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.30903983656792644, "fast_rcnn/fg_cls_accuracy": 0.6881511746680287, "iteration": 192599, "loss_box_reg": 0.2537704287096858, "loss_cls": 0.21929248236119747, "loss_mask": 0.24973026756197214, "loss_rpn_cls": 0.04196066441363655, "loss_rpn_loc": 0.08099755051080137, "loss_sem_seg": 0.27844191528856754, "lr": 0.02, "mask_rcnn/accuracy": 0.9014937994820903, "mask_rcnn/false_negative": 0.08024124769350678, "mask_rcnn/false_positive": 0.11783818797224918, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.5797572290030075, "total_loss": 1.1479709785198793} {"data_time": 0.011422767500334885, "eta_seconds": 43888.44796080092, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.37406313876902114, "fast_rcnn/fg_cls_accuracy": 0.5976890756302521, "iteration": 192619, "loss_box_reg": 0.2253183932043612, "loss_cls": 0.19365253194700927, "loss_mask": 0.2441472541540861, "loss_rpn_cls": 0.044691278191749007, "loss_rpn_loc": 0.07956039853161201, "loss_sem_seg": 0.2989241601899266, "lr": 0.02, "mask_rcnn/accuracy": 0.9045851697821986, "mask_rcnn/false_negative": 0.08866970373928343, "mask_rcnn/false_positive": 0.12429033560910142, "roi_head/num_bg_samples": 462.25, "roi_head/num_fg_samples": 49.75, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.568983795994427, "total_loss": 1.1027491427375935} {"data_time": 0.012943388006533496, "eta_seconds": 43858.58929702604, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.38364497950819676, "fast_rcnn/fg_cls_accuracy": 0.5882419064748201, "iteration": 192639, "loss_box_reg": 0.25175408902578056, "loss_cls": 0.2109566277358681, "loss_mask": 0.25328749045729637, "loss_rpn_cls": 0.04073708149371669, "loss_rpn_loc": 0.07785579685878474, "loss_sem_seg": 0.29994102008640766, "lr": 0.02, "mask_rcnn/accuracy": 0.893299456879526, "mask_rcnn/false_negative": 0.09678967110887525, "mask_rcnn/false_positive": 0.12653092037304342, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5670129124991945, "total_loss": 1.098366213045665} {"data_time": 0.012138076999690384, "eta_seconds": 43821.78783087901, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.3442813674601754, "fast_rcnn/fg_cls_accuracy": 0.6110160793705097, "iteration": 192659, "loss_box_reg": 0.21958354650996625, "loss_cls": 0.19107352453283966, "loss_mask": 0.2446833085268736, "loss_rpn_cls": 0.038202034891583025, "loss_rpn_loc": 0.07265555099002086, "loss_sem_seg": 0.2943873950280249, "lr": 0.02, "mask_rcnn/accuracy": 0.8907178299713925, "mask_rcnn/false_negative": 0.09801648474191973, "mask_rcnn/false_positive": 0.1198063197516075, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5640253914898494, "total_loss": 1.0592214999705902} {"data_time": 0.012874578002083581, "eta_seconds": 43771.30826525745, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.30352884110109546, "fast_rcnn/fg_cls_accuracy": 0.6862208929715873, "iteration": 192679, "loss_box_reg": 0.23974694055505097, "loss_cls": 0.20536666363477707, "loss_mask": 0.25578485149890184, "loss_rpn_cls": 0.04285448501468636, "loss_rpn_loc": 0.07306791812879965, "loss_sem_seg": 0.3129301546141505, "lr": 0.02, "mask_rcnn/accuracy": 0.8978729409381516, "mask_rcnn/false_negative": 0.0935716370242117, "mask_rcnn/false_positive": 0.11095206460794098, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5627576479964773, "total_loss": 1.152131249946251} {"data_time": 0.013565706998633686, "eta_seconds": 43767.220353385186, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.2804878048780488, "fast_rcnn/fg_cls_accuracy": 0.6658743282348079, "iteration": 192699, "loss_box_reg": 0.22328291338635609, "loss_cls": 0.20288498792797327, "loss_mask": 0.24793157540261745, "loss_rpn_cls": 0.03482012927997857, "loss_rpn_loc": 0.0657355347648263, "loss_sem_seg": 0.2982653498183936, "lr": 0.02, "mask_rcnn/accuracy": 0.8931728687409923, "mask_rcnn/false_negative": 0.08827870923765893, "mask_rcnn/false_positive": 0.13929024343710705, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5835392119988683, "total_loss": 1.0403688250808045} {"data_time": 0.013011494003876578, "eta_seconds": 43772.558371124425, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.32795138888888886, "fast_rcnn/fg_cls_accuracy": 0.6409754825247783, "iteration": 192719, "loss_box_reg": 0.22565205907449126, "loss_cls": 0.20139876659959555, "loss_mask": 0.26018733251839876, "loss_rpn_cls": 0.0414496932644397, "loss_rpn_loc": 0.08108178424299695, "loss_sem_seg": 0.30021023098379374, "lr": 0.02, "mask_rcnn/accuracy": 0.8921620894451531, "mask_rcnn/false_negative": 0.07799950703687569, "mask_rcnn/false_positive": 0.10600526389411778, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5727321239974117, "total_loss": 1.091072591530974} {"data_time": 0.012904613999126013, "eta_seconds": 43820.38714800067, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.3068312284730195, "fast_rcnn/fg_cls_accuracy": 0.6242326638878364, "iteration": 192739, "loss_box_reg": 0.23692335095256567, "loss_cls": 0.21328899776563048, "loss_mask": 0.2500215293839574, "loss_rpn_cls": 0.0435638974304311, "loss_rpn_loc": 0.08637520248885266, "loss_sem_seg": 0.3119535294827074, "lr": 0.02, "mask_rcnn/accuracy": 0.8846854115792037, "mask_rcnn/false_negative": 0.0941741926520793, "mask_rcnn/false_positive": 0.1312725156994864, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.5721373104970553, "total_loss": 1.133307328360388} {"data_time": 0.011655568996502552, "eta_seconds": 43790.55720442585, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.27337858220211164, "fast_rcnn/fg_cls_accuracy": 0.6704889112903225, "iteration": 192759, "loss_box_reg": 0.224629667121917, "loss_cls": 0.19181344588287175, "loss_mask": 0.24939816165715456, "loss_rpn_cls": 0.036941408761776984, "loss_rpn_loc": 0.08422063355101272, "loss_sem_seg": 0.3208688460290432, "lr": 0.02, "mask_rcnn/accuracy": 0.8930855952992708, "mask_rcnn/false_negative": 0.0988451713967617, "mask_rcnn/false_positive": 0.11840302959852886, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.5677950149984099, "total_loss": 1.1359781096543884} {"data_time": 0.012297877998207696, "eta_seconds": 43800.772061460826, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.39355742296918766, "fast_rcnn/fg_cls_accuracy": 0.5773393273393274, "iteration": 192779, "loss_box_reg": 0.2323023360222578, "loss_cls": 0.21748234750702977, "loss_mask": 0.2547238222323358, "loss_rpn_cls": 0.03952227681293152, "loss_rpn_loc": 0.07256568473530933, "loss_sem_seg": 0.2914987010881305, "lr": 0.02, "mask_rcnn/accuracy": 0.8911909830529605, "mask_rcnn/false_negative": 0.08356897030695529, "mask_rcnn/false_positive": 0.14686469481420034, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5667875229992205, "total_loss": 1.1115669368300587} {"data_time": 0.012014261505100876, "eta_seconds": 43791.64539582042, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.3570334928229665, "fast_rcnn/fg_cls_accuracy": 0.6083333333333334, "iteration": 192799, "loss_box_reg": 0.24602998979389668, "loss_cls": 0.20289063616655767, "loss_mask": 0.26215517707169056, "loss_rpn_cls": 0.03934801946161315, "loss_rpn_loc": 0.08002422261051834, "loss_sem_seg": 0.3606816637329757, "lr": 0.02, "mask_rcnn/accuracy": 0.8780727876248556, "mask_rcnn/false_negative": 0.09775948236148949, "mask_rcnn/false_positive": 0.14836287180158558, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.568222585505282, "total_loss": 1.1777904178088647} {"data_time": 0.01324640000530053, "eta_seconds": 43778.08353266091, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3207502374169041, "fast_rcnn/fg_cls_accuracy": 0.5811688311688312, "iteration": 192819, "loss_box_reg": 0.2193025890737772, "loss_cls": 0.20578651479445398, "loss_mask": 0.24904917366802692, "loss_rpn_cls": 0.03659488832636271, "loss_rpn_loc": 0.0699767540791072, "loss_sem_seg": 0.28599169570952654, "lr": 0.02, "mask_rcnn/accuracy": 0.8965036295250961, "mask_rcnn/false_negative": 0.09033375485942187, "mask_rcnn/false_positive": 0.12506820158287718, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5690734594900277, "total_loss": 1.0514494714443572} {"data_time": 0.014101883498369716, "eta_seconds": 43778.370903744275, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.38227513227513227, "fast_rcnn/fg_cls_accuracy": 0.5450350682908822, "iteration": 192839, "loss_box_reg": 0.2352340065408498, "loss_cls": 0.21053349459543824, "loss_mask": 0.24285041773691773, "loss_rpn_cls": 0.04066172696184367, "loss_rpn_loc": 0.07672281202394515, "loss_sem_seg": 0.3268907368183136, "lr": 0.02, "mask_rcnn/accuracy": 0.901072373393802, "mask_rcnn/false_negative": 0.08399974446187194, "mask_rcnn/false_positive": 0.105721300310415, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5662365409953054, "total_loss": 1.1319195787073113} {"data_time": 0.012525640493549872, "eta_seconds": 43770.19346342102, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.35839809766848396, "fast_rcnn/fg_cls_accuracy": 0.6140958684523501, "iteration": 192859, "loss_box_reg": 0.24693929334171116, "loss_cls": 0.21663619112223387, "loss_mask": 0.25773752853274345, "loss_rpn_cls": 0.03819555608788505, "loss_rpn_loc": 0.0807257600245066, "loss_sem_seg": 0.26837237970903516, "lr": 0.02, "mask_rcnn/accuracy": 0.8912854948430985, "mask_rcnn/false_negative": 0.08874593413106875, "mask_rcnn/false_positive": 0.12084374578026752, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.566163201991003, "total_loss": 1.0822877429891378} {"data_time": 0.011682025004120078, "eta_seconds": 43749.83558572718, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.31865807940017304, "fast_rcnn/fg_cls_accuracy": 0.6078054407382485, "iteration": 192879, "loss_box_reg": 0.23949328903108835, "loss_cls": 0.2132223155349493, "loss_mask": 0.26292077358812094, "loss_rpn_cls": 0.04248652121168561, "loss_rpn_loc": 0.07630551964393817, "loss_sem_seg": 0.28316694777458906, "lr": 0.02, "mask_rcnn/accuracy": 0.9004961473867621, "mask_rcnn/false_negative": 0.10137561916845325, "mask_rcnn/false_positive": 0.11147594356164124, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5671660145017086, "total_loss": 1.0859232041111682} {"data_time": 0.012149538000812754, "eta_seconds": 43736.49171027318, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.3415777141369435, "fast_rcnn/fg_cls_accuracy": 0.6161019225603438, "iteration": 192899, "loss_box_reg": 0.2344817970879376, "loss_cls": 0.21112660132348537, "loss_mask": 0.2537381984293461, "loss_rpn_cls": 0.0400831590523012, "loss_rpn_loc": 0.06969186122296378, "loss_sem_seg": 0.29338990012183785, "lr": 0.02, "mask_rcnn/accuracy": 0.8883746545493197, "mask_rcnn/false_negative": 0.1249896476749705, "mask_rcnn/false_positive": 0.12091910025019308, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.567405180001515, "total_loss": 1.131360662780935} {"data_time": 0.012790569999197032, "eta_seconds": 43656.736113079096, "fast_rcnn/cls_accuracy": 0.95703125, "fast_rcnn/false_negative": 0.34359375000000003, "fast_rcnn/fg_cls_accuracy": 0.6125, "iteration": 192919, "loss_box_reg": 0.22103559831157327, "loss_cls": 0.19306034734472632, "loss_mask": 0.24675779324024916, "loss_rpn_cls": 0.04252935035037808, "loss_rpn_loc": 0.08929713862016797, "loss_sem_seg": 0.31936604995280504, "lr": 0.02, "mask_rcnn/accuracy": 0.903887763868434, "mask_rcnn/false_negative": 0.09017535859771734, "mask_rcnn/false_positive": 0.10021929631992743, "roi_head/num_bg_samples": 459.75, "roi_head/num_fg_samples": 52.25, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5481321750048664, "total_loss": 1.1318828750154353} {"data_time": 0.012046667499816976, "eta_seconds": 43645.408617039066, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.31815114709851555, "fast_rcnn/fg_cls_accuracy": 0.6360310299295775, "iteration": 192939, "loss_box_reg": 0.20864114351570606, "loss_cls": 0.19732793979346752, "loss_mask": 0.24354724446311593, "loss_rpn_cls": 0.03755074705259176, "loss_rpn_loc": 0.06888854049611837, "loss_sem_seg": 0.32844363199546933, "lr": 0.02, "mask_rcnn/accuracy": 0.8895076605752757, "mask_rcnn/false_negative": 0.10046753190077409, "mask_rcnn/false_positive": 0.12373099829582071, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5726060189917916, "total_loss": 1.1557646580040455} {"data_time": 0.012546139492769726, "eta_seconds": 43622.79357394638, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.31070385126162015, "fast_rcnn/fg_cls_accuracy": 0.6341681574239714, "iteration": 192959, "loss_box_reg": 0.22147468687035143, "loss_cls": 0.20608739694580436, "loss_mask": 0.2559082945808768, "loss_rpn_cls": 0.03778829367365688, "loss_rpn_loc": 0.06567121198168024, "loss_sem_seg": 0.3038384052924812, "lr": 0.02, "mask_rcnn/accuracy": 0.8938328497057866, "mask_rcnn/false_negative": 0.0940909130428818, "mask_rcnn/false_positive": 0.10923619784576553, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.559754507499747, "total_loss": 1.0882311475288589} {"data_time": 0.01191065849707229, "eta_seconds": 43665.83170132551, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.23135964912280702, "fast_rcnn/fg_cls_accuracy": 0.7413024085637823, "iteration": 192979, "loss_box_reg": 0.23223598068580031, "loss_cls": 0.20416975766420364, "loss_mask": 0.25693812500685453, "loss_rpn_cls": 0.04447942314436659, "loss_rpn_loc": 0.07688704045722261, "loss_sem_seg": 0.34698149329051375, "lr": 0.02, "mask_rcnn/accuracy": 0.9113020234952598, "mask_rcnn/false_negative": 0.07999637183390071, "mask_rcnn/false_positive": 0.10097491365499683, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5662824419996468, "total_loss": 1.1578505935904104} {"data_time": 0.012936626008013263, "eta_seconds": 43680.663810681144, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.29924242424242425, "fast_rcnn/fg_cls_accuracy": 0.6575996099191975, "iteration": 192999, "loss_box_reg": 0.23797659622505307, "loss_cls": 0.2068098143208772, "loss_mask": 0.24565177084878087, "loss_rpn_cls": 0.047620884055504575, "loss_rpn_loc": 0.09122975399077404, "loss_sem_seg": 0.28867934457957745, "lr": 0.02, "mask_rcnn/accuracy": 0.8918821260487724, "mask_rcnn/false_negative": 0.08433473364485192, "mask_rcnn/false_positive": 0.12257628016491118, "roi_head/num_bg_samples": 432.5, "roi_head/num_fg_samples": 79.5, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.5766703410045011, "total_loss": 1.1395514367177384} {"data_time": 0.012704597000265494, "eta_seconds": 43674.24934948411, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.3294573643410853, "fast_rcnn/fg_cls_accuracy": 0.6391957364341085, "iteration": 193019, "loss_box_reg": 0.23043164960108697, "loss_cls": 0.20823801937513053, "loss_mask": 0.24011395778506994, "loss_rpn_cls": 0.04300226122722961, "loss_rpn_loc": 0.0799972548848018, "loss_sem_seg": 0.3048701132647693, "lr": 0.02, "mask_rcnn/accuracy": 0.8850420671777716, "mask_rcnn/false_negative": 0.09676703644743011, "mask_rcnn/false_positive": 0.1395197693971273, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.5709038225031691, "total_loss": 1.084519996700692} {"data_time": 0.012264394499652553, "eta_seconds": 43673.44085855067, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.3981717195093728, "fast_rcnn/fg_cls_accuracy": 0.5797276520975181, "iteration": 193039, "loss_box_reg": 0.22490986483171582, "loss_cls": 0.21052048890851438, "loss_mask": 0.2387559600174427, "loss_rpn_cls": 0.03869118881266331, "loss_rpn_loc": 0.08122466912027448, "loss_sem_seg": 0.2667828816920519, "lr": 0.02, "mask_rcnn/accuracy": 0.8811922576206996, "mask_rcnn/false_negative": 0.08947225625582646, "mask_rcnn/false_positive": 0.117779752705402, "roi_head/num_bg_samples": 464.0, "roi_head/num_fg_samples": 48.0, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5569517635085504, "total_loss": 1.0652047682669945} {"data_time": 0.013445416996546555, "eta_seconds": 43673.64851277772, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.2875322164948454, "fast_rcnn/fg_cls_accuracy": 0.6377083333333333, "iteration": 193059, "loss_box_reg": 0.19920338969677687, "loss_cls": 0.19706186559051275, "loss_mask": 0.24012831505388021, "loss_rpn_cls": 0.038105466606793925, "loss_rpn_loc": 0.06741165643325076, "loss_sem_seg": 0.2780369268730283, "lr": 0.02, "mask_rcnn/accuracy": 0.9003170694824322, "mask_rcnn/false_negative": 0.07676503100323066, "mask_rcnn/false_positive": 0.1014185303330376, "roi_head/num_bg_samples": 461.75, "roi_head/num_fg_samples": 50.25, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5659747125027934, "total_loss": 1.0297938644944225} {"data_time": 0.012720765997073613, "eta_seconds": 43703.25474949829, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.27174753112924, "fast_rcnn/fg_cls_accuracy": 0.7050784283273801, "iteration": 193079, "loss_box_reg": 0.2468919400125742, "loss_cls": 0.21842126082628965, "loss_mask": 0.2464118367061019, "loss_rpn_cls": 0.04730201081838459, "loss_rpn_loc": 0.07766188157256693, "loss_sem_seg": 0.310632994864136, "lr": 0.02, "mask_rcnn/accuracy": 0.8944589905411404, "mask_rcnn/false_negative": 0.08035092938389601, "mask_rcnn/false_positive": 0.10919935239138757, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5752767134981696, "total_loss": 1.170124067371944} {"data_time": 0.012741290498524904, "eta_seconds": 43699.54190036492, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.28268765133171914, "fast_rcnn/fg_cls_accuracy": 0.7023313492063492, "iteration": 193099, "loss_box_reg": 0.23381755873560905, "loss_cls": 0.20890451199375093, "loss_mask": 0.24482038710266352, "loss_rpn_cls": 0.041523789543134626, "loss_rpn_loc": 0.08568579272832721, "loss_sem_seg": 0.28700624825432897, "lr": 0.02, "mask_rcnn/accuracy": 0.8916782179320173, "mask_rcnn/false_negative": 0.0768669783377995, "mask_rcnn/false_positive": 0.12399161439028777, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5718742509998265, "total_loss": 1.1352969992585713} {"data_time": 0.012339387998508755, "eta_seconds": 43718.27482322891, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3826814177852349, "fast_rcnn/fg_cls_accuracy": 0.5908787474208035, "iteration": 193119, "loss_box_reg": 0.21853454690426588, "loss_cls": 0.18941321037709713, "loss_mask": 0.23921882268041372, "loss_rpn_cls": 0.03703685492655495, "loss_rpn_loc": 0.07692190576926805, "loss_sem_seg": 0.3098068358376622, "lr": 0.02, "mask_rcnn/accuracy": 0.8853560467155612, "mask_rcnn/false_negative": 0.09614976785147354, "mask_rcnn/false_positive": 0.12847622539188008, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5777190840017283, "total_loss": 1.035050048296398} {"data_time": 0.013406777994532604, "eta_seconds": 43706.90185075893, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.3394425675675676, "fast_rcnn/fg_cls_accuracy": 0.634417808219178, "iteration": 193139, "loss_box_reg": 0.21833673981018364, "loss_cls": 0.19873458961956203, "loss_mask": 0.2544743581674993, "loss_rpn_cls": 0.04053827904863283, "loss_rpn_loc": 0.07733649402507581, "loss_sem_seg": 0.29012262960895896, "lr": 0.02, "mask_rcnn/accuracy": 0.8974480244286654, "mask_rcnn/false_negative": 0.08285277467038384, "mask_rcnn/false_positive": 0.1282851427475572, "roi_head/num_bg_samples": 458.25, "roi_head/num_fg_samples": 53.75, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.5754864679984166, "total_loss": 1.076890409894986} {"data_time": 0.01211164849519264, "eta_seconds": 43707.04722950498, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.33771428571428574, "fast_rcnn/fg_cls_accuracy": 0.5675934803451581, "iteration": 193159, "loss_box_reg": 0.24570865742862225, "loss_cls": 0.21724553778767586, "loss_mask": 0.2551575032994151, "loss_rpn_cls": 0.04528528481023386, "loss_rpn_loc": 0.08655600226484239, "loss_sem_seg": 0.29277356108650565, "lr": 0.02, "mask_rcnn/accuracy": 0.8897032495565659, "mask_rcnn/false_negative": 0.0945850353193044, "mask_rcnn/false_positive": 0.14128142245477981, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5702796949990443, "total_loss": 1.154892477177782} {"data_time": 0.01271791599720018, "eta_seconds": 43684.15590581897, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.3310584712927087, "fast_rcnn/fg_cls_accuracy": 0.6689415287072913, "iteration": 193179, "loss_box_reg": 0.22229900397360325, "loss_cls": 0.19938185927458107, "loss_mask": 0.24307146668434143, "loss_rpn_cls": 0.04615781910251826, "loss_rpn_loc": 0.08345670555718243, "loss_sem_seg": 0.30128737911581993, "lr": 0.02, "mask_rcnn/accuracy": 0.886823091834576, "mask_rcnn/false_negative": 0.08151854140373851, "mask_rcnn/false_positive": 0.14668918831199856, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.5568759130037506, "total_loss": 1.1120608240598813} {"data_time": 0.012644951995753217, "eta_seconds": 43632.25327913831, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.2947908445146014, "fast_rcnn/fg_cls_accuracy": 0.6767298079452775, "iteration": 193199, "loss_box_reg": 0.21959559572860599, "loss_cls": 0.1958404407487251, "loss_mask": 0.23914971947669983, "loss_rpn_cls": 0.04146565339760855, "loss_rpn_loc": 0.07704247056972235, "loss_sem_seg": 0.29650658927857876, "lr": 0.02, "mask_rcnn/accuracy": 0.895342279473773, "mask_rcnn/false_negative": 0.0829286831267538, "mask_rcnn/false_positive": 0.1273953176669749, "roi_head/num_bg_samples": 429.25, "roi_head/num_fg_samples": 82.75, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5615471195051214, "total_loss": 1.0477353760907135} {"data_time": 0.012321501999394968, "eta_seconds": 43606.952729228935, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.2646722212049075, "fast_rcnn/fg_cls_accuracy": 0.6656215621562156, "iteration": 193219, "loss_box_reg": 0.2228974832687527, "loss_cls": 0.20134199690073729, "loss_mask": 0.23754811380058527, "loss_rpn_cls": 0.046539537666831166, "loss_rpn_loc": 0.07014055887702852, "loss_sem_seg": 0.2996588824316859, "lr": 0.02, "mask_rcnn/accuracy": 0.8971370784599386, "mask_rcnn/false_negative": 0.10038641293227538, "mask_rcnn/false_positive": 0.12069333920712857, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5712147969970829, "total_loss": 1.103148297945154} {"data_time": 0.011998968497209717, "eta_seconds": 43554.57954195124, "fast_rcnn/cls_accuracy": 0.95556640625, "fast_rcnn/false_negative": 0.2688356164383562, "fast_rcnn/fg_cls_accuracy": 0.7071798029556651, "iteration": 193239, "loss_box_reg": 0.21613531187176704, "loss_cls": 0.1930068777874112, "loss_mask": 0.25017473194748163, "loss_rpn_cls": 0.033841576892882586, "loss_rpn_loc": 0.06656576745444909, "loss_sem_seg": 0.28930715937167406, "lr": 0.02, "mask_rcnn/accuracy": 0.9058470832914447, "mask_rcnn/false_negative": 0.09106085083717924, "mask_rcnn/false_positive": 0.10381710180018439, "roi_head/num_bg_samples": 460.25, "roi_head/num_fg_samples": 51.75, "rpn/num_neg_anchors": 235.25, "rpn/num_pos_anchors": 20.75, "time": 0.5575728154944954, "total_loss": 1.09216651879251} {"data_time": 0.011526875496201683, "eta_seconds": 43532.89914799262, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.32009167303284947, "fast_rcnn/fg_cls_accuracy": 0.6103896103896104, "iteration": 193259, "loss_box_reg": 0.221597942057997, "loss_cls": 0.20155267138034105, "loss_mask": 0.24530022079125047, "loss_rpn_cls": 0.039710391632979736, "loss_rpn_loc": 0.07186997213284485, "loss_sem_seg": 0.28896241704933345, "lr": 0.02, "mask_rcnn/accuracy": 0.8954389797609617, "mask_rcnn/false_negative": 0.08913535930133787, "mask_rcnn/false_positive": 0.1131546486414928, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.559650959497958, "total_loss": 1.1169616432016483} {"data_time": 0.012145564498496242, "eta_seconds": 43531.88333969127, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3718301741803279, "fast_rcnn/fg_cls_accuracy": 0.597171078821656, "iteration": 193279, "loss_box_reg": 0.23106972826644778, "loss_cls": 0.20063429605215788, "loss_mask": 0.24258850049227476, "loss_rpn_cls": 0.039771781564923, "loss_rpn_loc": 0.08690992993069813, "loss_sem_seg": 0.285091248806566, "lr": 0.02, "mask_rcnn/accuracy": 0.8614505745014863, "mask_rcnn/false_negative": 0.10951417170565161, "mask_rcnn/false_positive": 0.15377193098820707, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5642843060049927, "total_loss": 1.0880305257742293} {"data_time": 0.013139990500349086, "eta_seconds": 43520.53523856128, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.26059027777777777, "fast_rcnn/fg_cls_accuracy": 0.6584576414297777, "iteration": 193299, "loss_box_reg": 0.2138015371747315, "loss_cls": 0.19831375032663345, "loss_mask": 0.24143603071570396, "loss_rpn_cls": 0.040276466752402484, "loss_rpn_loc": 0.08112018019892275, "loss_sem_seg": 0.3109204303473234, "lr": 0.02, "mask_rcnn/accuracy": 0.910097581058906, "mask_rcnn/false_negative": 0.06573096806533282, "mask_rcnn/false_positive": 0.10465420364558022, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5543304810053087, "total_loss": 1.0739760488650063} {"data_time": 0.012690294002823066, "eta_seconds": 43519.33260920898, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.2669964028776979, "fast_rcnn/fg_cls_accuracy": 0.7104793836495934, "iteration": 193319, "loss_box_reg": 0.24579350766725838, "loss_cls": 0.2082346430979669, "loss_mask": 0.24550893623381853, "loss_rpn_cls": 0.03885861055459827, "loss_rpn_loc": 0.071873950160807, "loss_sem_seg": 0.29121662862598896, "lr": 0.02, "mask_rcnn/accuracy": 0.8963146020632606, "mask_rcnn/false_negative": 0.09341090913572948, "mask_rcnn/false_positive": 0.14405365053967079, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 236.25, "rpn/num_pos_anchors": 19.75, "time": 0.5710677870010841, "total_loss": 1.0991455288603902} {"data_time": 0.012704253502306528, "eta_seconds": 43494.68892124182, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.29617634469967186, "fast_rcnn/fg_cls_accuracy": 0.6892144295916498, "iteration": 193339, "loss_box_reg": 0.21393698267638683, "loss_cls": 0.18633052287623286, "loss_mask": 0.2385245319455862, "loss_rpn_cls": 0.03803038483601995, "loss_rpn_loc": 0.0699434844427742, "loss_sem_seg": 0.3044392296578735, "lr": 0.02, "mask_rcnn/accuracy": 0.8921297957116875, "mask_rcnn/false_negative": 0.09746374951083607, "mask_rcnn/false_positive": 0.11673339857143913, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.5529175935007515, "total_loss": 1.070950217283098} {"data_time": 0.011795778504165355, "eta_seconds": 43489.03449724374, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.2984176126590987, "fast_rcnn/fg_cls_accuracy": 0.6160394265232976, "iteration": 193359, "loss_box_reg": 0.23219783056993037, "loss_cls": 0.21778785111382604, "loss_mask": 0.2536087962798774, "loss_rpn_cls": 0.03653866657987237, "loss_rpn_loc": 0.0777503001736477, "loss_sem_seg": 0.3410709956660867, "lr": 0.02, "mask_rcnn/accuracy": 0.8892357061872368, "mask_rcnn/false_negative": 0.10052194802086546, "mask_rcnn/false_positive": 0.11533374549872119, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5746539804968052, "total_loss": 1.1760590727790259} {"data_time": 0.012726836997899227, "eta_seconds": 43401.02082795884, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.3107244318181818, "fast_rcnn/fg_cls_accuracy": 0.6283702978908459, "iteration": 193379, "loss_box_reg": 0.21733425417914987, "loss_cls": 0.1886139828711748, "loss_mask": 0.24242411879822612, "loss_rpn_cls": 0.03625433737761341, "loss_rpn_loc": 0.061044946167385206, "loss_sem_seg": 0.309448123909533, "lr": 0.02, "mask_rcnn/accuracy": 0.8909356160286752, "mask_rcnn/false_negative": 0.10125950367162347, "mask_rcnn/false_positive": 0.14314838476983185, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 208.25, "rpn/num_pos_anchors": 47.75, "time": 0.560358205504599, "total_loss": 1.0534777914581355} {"data_time": 0.013052544498350471, "eta_seconds": 43458.66089580328, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.26104262064107076, "fast_rcnn/fg_cls_accuracy": 0.6713828617138287, "iteration": 193399, "loss_box_reg": 0.23415905667934567, "loss_cls": 0.22580435988493264, "loss_mask": 0.24422394717112184, "loss_rpn_cls": 0.040333277560421266, "loss_rpn_loc": 0.08792152791284025, "loss_sem_seg": 0.2803984300699085, "lr": 0.02, "mask_rcnn/accuracy": 0.9070668569151799, "mask_rcnn/false_negative": 0.09090675689058891, "mask_rcnn/false_positive": 0.1049653225301215, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 235.25, "rpn/num_pos_anchors": 20.75, "time": 0.5812556295059039, "total_loss": 1.1229820768221543} {"data_time": 0.012798477997421287, "eta_seconds": 43434.57155474087, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.30153508771929827, "fast_rcnn/fg_cls_accuracy": 0.6406890130353817, "iteration": 193419, "loss_box_reg": 0.2280147315468639, "loss_cls": 0.2166265572886914, "loss_mask": 0.24554744735360146, "loss_rpn_cls": 0.038575461687287316, "loss_rpn_loc": 0.08999478587065823, "loss_sem_seg": 0.32170800119638443, "lr": 0.02, "mask_rcnn/accuracy": 0.886803927716338, "mask_rcnn/false_negative": 0.09757960925731185, "mask_rcnn/false_positive": 0.13349731236823015, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5696435849968111, "total_loss": 1.1478282825555652} {"data_time": 0.012861896510003135, "eta_seconds": 43349.169862033166, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.3633797268907563, "fast_rcnn/fg_cls_accuracy": 0.5524057305041221, "iteration": 193439, "loss_box_reg": 0.22078424831852317, "loss_cls": 0.20129512064158916, "loss_mask": 0.2491884627379477, "loss_rpn_cls": 0.04252637684112415, "loss_rpn_loc": 0.07485108502442017, "loss_sem_seg": 0.308915451169014, "lr": 0.02, "mask_rcnn/accuracy": 0.9022915191544137, "mask_rcnn/false_negative": 0.06849413665671339, "mask_rcnn/false_positive": 0.1331152640963128, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5570028539950727, "total_loss": 1.0898358492995612} {"data_time": 0.012729362009849865, "eta_seconds": 43337.84577539322, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.29265899562929265, "fast_rcnn/fg_cls_accuracy": 0.6565954310980103, "iteration": 193459, "loss_box_reg": 0.2285418240353465, "loss_cls": 0.2081051270943135, "loss_mask": 0.23843418806791306, "loss_rpn_cls": 0.03432863942725817, "loss_rpn_loc": 0.0626476623583585, "loss_sem_seg": 0.30132732284255326, "lr": 0.02, "mask_rcnn/accuracy": 0.9045823067826417, "mask_rcnn/false_negative": 0.08948836004625703, "mask_rcnn/false_positive": 0.10901146309986451, "roi_head/num_bg_samples": 426.0, "roi_head/num_fg_samples": 86.0, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.5649446130046272, "total_loss": 1.0844975982618053} {"data_time": 0.012146736502472777, "eta_seconds": 43328.652454604584, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.28574122972463223, "fast_rcnn/fg_cls_accuracy": 0.6843281200127673, "iteration": 193479, "loss_box_reg": 0.23958528565708548, "loss_cls": 0.22052541514858603, "loss_mask": 0.2472642445936799, "loss_rpn_cls": 0.04291720782930497, "loss_rpn_loc": 0.10798358923057094, "loss_sem_seg": 0.27780119283124804, "lr": 0.02, "mask_rcnn/accuracy": 0.877888878765792, "mask_rcnn/false_negative": 0.10693404066688636, "mask_rcnn/false_positive": 0.12218270117345528, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5645668985016528, "total_loss": 1.1456873518036446} {"data_time": 0.012184892999357544, "eta_seconds": 43309.77808005498, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.30890944498539435, "fast_rcnn/fg_cls_accuracy": 0.6105293440736479, "iteration": 193499, "loss_box_reg": 0.23010990268085152, "loss_cls": 0.19138494622893631, "loss_mask": 0.24534053076058626, "loss_rpn_cls": 0.03829700866481289, "loss_rpn_loc": 0.08206401934148744, "loss_sem_seg": 0.29673951189033687, "lr": 0.02, "mask_rcnn/accuracy": 0.8995998564484199, "mask_rcnn/false_negative": 0.08994163446616435, "mask_rcnn/false_positive": 0.11714396335138388, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5730245679951622, "total_loss": 1.1006394127616659} {"data_time": 0.013224352995166555, "eta_seconds": 43295.4200324402, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.26279761904761906, "fast_rcnn/fg_cls_accuracy": 0.6912501527557131, "iteration": 193519, "loss_box_reg": 0.2400932600721717, "loss_cls": 0.20240310160443187, "loss_mask": 0.25576409325003624, "loss_rpn_cls": 0.041702385497046635, "loss_rpn_loc": 0.07792007620446384, "loss_sem_seg": 0.3185533466748893, "lr": 0.02, "mask_rcnn/accuracy": 0.8945881924198251, "mask_rcnn/false_negative": 0.07617245408688225, "mask_rcnn/false_positive": 0.11284810200089604, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5611181330023101, "total_loss": 1.1571562598692253} {"data_time": 0.01184269900113577, "eta_seconds": 43292.40510870968, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.35448717948717945, "fast_rcnn/fg_cls_accuracy": 0.6107456140350878, "iteration": 193539, "loss_box_reg": 0.22344888420775533, "loss_cls": 0.1990351879503578, "loss_mask": 0.2553396141156554, "loss_rpn_cls": 0.03575104987248778, "loss_rpn_loc": 0.08018449306837283, "loss_sem_seg": 0.31020916998386383, "lr": 0.02, "mask_rcnn/accuracy": 0.8888597503810416, "mask_rcnn/false_negative": 0.09152003755291699, "mask_rcnn/false_positive": 0.13625610994453966, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5645551710040309, "total_loss": 1.1186979412159417} {"data_time": 0.013053784001385793, "eta_seconds": 43281.081059819735, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.3598517872711421, "fast_rcnn/fg_cls_accuracy": 0.5509487666034156, "iteration": 193559, "loss_box_reg": 0.22857339563779533, "loss_cls": 0.2016582798678428, "loss_mask": 0.2588118384592235, "loss_rpn_cls": 0.04987667070236057, "loss_rpn_loc": 0.07909535185899585, "loss_sem_seg": 0.3086267216131091, "lr": 0.02, "mask_rcnn/accuracy": 0.8793793136002346, "mask_rcnn/false_negative": 0.11167736555263066, "mask_rcnn/false_positive": 0.11890897993531027, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5743802785000298, "total_loss": 1.1267879417864606} {"data_time": 0.012715112505247816, "eta_seconds": 43264.487400895174, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.25892458723784023, "fast_rcnn/fg_cls_accuracy": 0.6485875431516507, "iteration": 193579, "loss_box_reg": 0.21861626720055938, "loss_cls": 0.19552231358829886, "loss_mask": 0.2569140000268817, "loss_rpn_cls": 0.03614771807042416, "loss_rpn_loc": 0.07746817544102669, "loss_sem_seg": 0.29886764474213123, "lr": 0.02, "mask_rcnn/accuracy": 0.8807992183549437, "mask_rcnn/false_negative": 0.09537528790359388, "mask_rcnn/false_positive": 0.12287704200902638, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5561087649984984, "total_loss": 1.1078305753690074} {"data_time": 0.012360128996078856, "eta_seconds": 43241.95448888962, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.3525753907109839, "fast_rcnn/fg_cls_accuracy": 0.5774213075060532, "iteration": 193599, "loss_box_reg": 0.23935715155676007, "loss_cls": 0.20467889122664928, "loss_mask": 0.24849895481020212, "loss_rpn_cls": 0.037725676491390914, "loss_rpn_loc": 0.07554083201102912, "loss_sem_seg": 0.311034987680614, "lr": 0.02, "mask_rcnn/accuracy": 0.8875325729992147, "mask_rcnn/false_negative": 0.07998083112613294, "mask_rcnn/false_positive": 0.12158983272978419, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5590960039990023, "total_loss": 1.1231568732764572} {"data_time": 0.011385123500076588, "eta_seconds": 43196.500734060115, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.3017507002801121, "fast_rcnn/fg_cls_accuracy": 0.6561690714021458, "iteration": 193619, "loss_box_reg": 0.2167954216711223, "loss_cls": 0.19397757295519114, "loss_mask": 0.24124494660645723, "loss_rpn_cls": 0.0408998362836428, "loss_rpn_loc": 0.07269311489653774, "loss_sem_seg": 0.3055116571485996, "lr": 0.02, "mask_rcnn/accuracy": 0.8846659250080864, "mask_rcnn/false_negative": 0.08222364777056848, "mask_rcnn/false_positive": 0.1416336636601794, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5491065434980555, "total_loss": 1.1143251326138852} {"data_time": 0.012205834005726501, "eta_seconds": 43155.64605640534, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.29928150331613856, "fast_rcnn/fg_cls_accuracy": 0.6503989135970124, "iteration": 193639, "loss_box_reg": 0.2416799357160926, "loss_cls": 0.22459479118697345, "loss_mask": 0.2554585710167885, "loss_rpn_cls": 0.04310293192975223, "loss_rpn_loc": 0.08975517906947061, "loss_sem_seg": 0.3308578790165484, "lr": 0.02, "mask_rcnn/accuracy": 0.8942596551531411, "mask_rcnn/false_negative": 0.08336350828222353, "mask_rcnn/false_positive": 0.12675085688325213, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5522382194976672, "total_loss": 1.164036124944687} {"data_time": 0.012774684502801392, "eta_seconds": 43173.87913930013, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.25953339082111715, "fast_rcnn/fg_cls_accuracy": 0.715126374686475, "iteration": 193659, "loss_box_reg": 0.2136252875206992, "loss_cls": 0.19733660807833076, "loss_mask": 0.23992792516946793, "loss_rpn_cls": 0.04146197994123213, "loss_rpn_loc": 0.07284234768303577, "loss_sem_seg": 0.28639169060625136, "lr": 0.02, "mask_rcnn/accuracy": 0.9027985876919242, "mask_rcnn/false_negative": 0.08930919485619429, "mask_rcnn/false_positive": 0.09762919483035672, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.572591227995872, "total_loss": 1.0700340824841987} {"data_time": 0.012139068501710426, "eta_seconds": 43174.11090154898, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.29253125, "fast_rcnn/fg_cls_accuracy": 0.6369143883968682, "iteration": 193679, "loss_box_reg": 0.23252635588869452, "loss_cls": 0.2188051249831915, "loss_mask": 0.26131685357540846, "loss_rpn_cls": 0.0455362752545625, "loss_rpn_loc": 0.07222685334272683, "loss_sem_seg": 0.3082511806860566, "lr": 0.02, "mask_rcnn/accuracy": 0.8898221382426978, "mask_rcnn/false_negative": 0.09225922953587298, "mask_rcnn/false_positive": 0.1321480590341615, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.5702390750084305, "total_loss": 1.1553828575270018} {"data_time": 0.012301231501623988, "eta_seconds": 43147.99769883807, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.28115501519756836, "fast_rcnn/fg_cls_accuracy": 0.7102800321707977, "iteration": 193699, "loss_box_reg": 0.22893744707107544, "loss_cls": 0.18690750980749726, "loss_mask": 0.24541663844138384, "loss_rpn_cls": 0.03933649453392718, "loss_rpn_loc": 0.08139152546937112, "loss_sem_seg": 0.29534764448180795, "lr": 0.02, "mask_rcnn/accuracy": 0.8925562532705389, "mask_rcnn/false_negative": 0.10058915608369363, "mask_rcnn/false_positive": 0.11480970467190267, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5645461800013436, "total_loss": 1.1092732392717153} {"data_time": 0.012407855501805898, "eta_seconds": 43088.36370470049, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.23147010647010646, "fast_rcnn/fg_cls_accuracy": 0.7015348682015348, "iteration": 193719, "loss_box_reg": 0.2137243179604411, "loss_cls": 0.19882414396852255, "loss_mask": 0.23478483501821756, "loss_rpn_cls": 0.03983929683454335, "loss_rpn_loc": 0.06440835993271321, "loss_sem_seg": 0.25548256130423397, "lr": 0.02, "mask_rcnn/accuracy": 0.90367811420443, "mask_rcnn/false_negative": 0.08542849131619937, "mask_rcnn/false_positive": 0.12322147333514595, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5582981024999754, "total_loss": 1.0329645534511656} {"data_time": 0.012171942995337304, "eta_seconds": 43027.25892310475, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.337035472972973, "fast_rcnn/fg_cls_accuracy": 0.5978474919315135, "iteration": 193739, "loss_box_reg": 0.22987375664524734, "loss_cls": 0.2134902784600854, "loss_mask": 0.2487194687128067, "loss_rpn_cls": 0.04218014585785568, "loss_rpn_loc": 0.0647134002065286, "loss_sem_seg": 0.3006838848814368, "lr": 0.02, "mask_rcnn/accuracy": 0.8903464999558133, "mask_rcnn/false_negative": 0.09256748278875482, "mask_rcnn/false_positive": 0.11769659947977662, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5529015919964877, "total_loss": 1.110239467700012} {"data_time": 0.011623108504863922, "eta_seconds": 42994.26173285087, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.3605177993527508, "fast_rcnn/fg_cls_accuracy": 0.6045698924731183, "iteration": 193759, "loss_box_reg": 0.21057192725129426, "loss_cls": 0.19449506816454232, "loss_mask": 0.2491908515803516, "loss_rpn_cls": 0.04580167308449745, "loss_rpn_loc": 0.0752548657474108, "loss_sem_seg": 0.3000752911902964, "lr": 0.02, "mask_rcnn/accuracy": 0.8913563151884254, "mask_rcnn/false_negative": 0.09566861545336747, "mask_rcnn/false_positive": 0.1202195388128878, "roi_head/num_bg_samples": 425.5, "roi_head/num_fg_samples": 86.5, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.5620439824997447, "total_loss": 1.08831470052246} {"data_time": 0.01245912749436684, "eta_seconds": 42974.933747374205, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.34819624819624817, "fast_rcnn/fg_cls_accuracy": 0.6417027417027417, "iteration": 193779, "loss_box_reg": 0.23038382036611438, "loss_cls": 0.20827110845129937, "loss_mask": 0.24685421492904425, "loss_rpn_cls": 0.04269568162271753, "loss_rpn_loc": 0.0701444094593171, "loss_sem_seg": 0.28521000780165195, "lr": 0.02, "mask_rcnn/accuracy": 0.9003431729834791, "mask_rcnn/false_negative": 0.0910171562379002, "mask_rcnn/false_positive": 0.09951538823451886, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.565150481503224, "total_loss": 1.1149473463156028} {"data_time": 0.012462433500331827, "eta_seconds": 42957.37792548994, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.27366362451108217, "fast_rcnn/fg_cls_accuracy": 0.6653085991678225, "iteration": 193799, "loss_box_reg": 0.23405548324808478, "loss_cls": 0.21880402881652117, "loss_mask": 0.2503183549270034, "loss_rpn_cls": 0.03936168132349849, "loss_rpn_loc": 0.0834021019982174, "loss_sem_seg": 0.31406369083561003, "lr": 0.02, "mask_rcnn/accuracy": 0.8944385381164539, "mask_rcnn/false_negative": 0.0977141181413975, "mask_rcnn/false_positive": 0.11860464256075816, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5618383090040879, "total_loss": 1.131368971473421} {"data_time": 0.011592321498028468, "eta_seconds": 42952.38094237434, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.361328125, "fast_rcnn/fg_cls_accuracy": 0.6059373438949547, "iteration": 193819, "loss_box_reg": 0.24170686333673075, "loss_cls": 0.21254172502085567, "loss_mask": 0.25466759223490953, "loss_rpn_cls": 0.03814015658281278, "loss_rpn_loc": 0.07060785894282162, "loss_sem_seg": 0.2948457368183881, "lr": 0.02, "mask_rcnn/accuracy": 0.8950904045828858, "mask_rcnn/false_negative": 0.08931634100873287, "mask_rcnn/false_positive": 0.13428316508725643, "roi_head/num_bg_samples": 428.5, "roi_head/num_fg_samples": 83.5, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5787074465042679, "total_loss": 1.1098155182553455} {"data_time": 0.012592683000548277, "eta_seconds": 42934.82841672996, "fast_rcnn/cls_accuracy": 0.912109375, "fast_rcnn/false_negative": 0.37524066230265696, "fast_rcnn/fg_cls_accuracy": 0.5745700314748201, "iteration": 193839, "loss_box_reg": 0.2386225974187255, "loss_cls": 0.20108269155025482, "loss_mask": 0.25902296882122755, "loss_rpn_cls": 0.0413093626848422, "loss_rpn_loc": 0.0843048487440683, "loss_sem_seg": 0.3101887237280607, "lr": 0.02, "mask_rcnn/accuracy": 0.875942616057412, "mask_rcnn/false_negative": 0.11202618068906009, "mask_rcnn/false_positive": 0.1407424843878634, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5609611420004512, "total_loss": 1.1687490187759977} {"data_time": 0.012612967497261707, "eta_seconds": 42906.355275536036, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.30582157258064513, "fast_rcnn/fg_cls_accuracy": 0.6240188383045526, "iteration": 193859, "loss_box_reg": 0.23090762924402952, "loss_cls": 0.20742008998058736, "loss_mask": 0.24844507314264774, "loss_rpn_cls": 0.043603533078567125, "loss_rpn_loc": 0.08225506177404895, "loss_sem_seg": 0.28922631312161684, "lr": 0.02, "mask_rcnn/accuracy": 0.8912524975024975, "mask_rcnn/false_negative": 0.09736968695664866, "mask_rcnn/false_positive": 0.12614459455833643, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.5644646325017675, "total_loss": 1.0798725883942097} {"data_time": 0.012585619995661546, "eta_seconds": 42873.43653164274, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.28928832480563493, "fast_rcnn/fg_cls_accuracy": 0.6564694931031565, "iteration": 193879, "loss_box_reg": 0.22363799484446645, "loss_cls": 0.20378254097886384, "loss_mask": 0.24394216109067202, "loss_rpn_cls": 0.037294473440852016, "loss_rpn_loc": 0.06723245710600168, "loss_sem_seg": 0.3157771343830973, "lr": 0.02, "mask_rcnn/accuracy": 0.8929867361935493, "mask_rcnn/false_negative": 0.09353048581329301, "mask_rcnn/false_positive": 0.11476067336556814, "roi_head/num_bg_samples": 429.25, "roi_head/num_fg_samples": 82.75, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.559182384997257, "total_loss": 1.102076460767421} {"data_time": 0.013224944501416758, "eta_seconds": 42867.73530770775, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.3138511814982403, "fast_rcnn/fg_cls_accuracy": 0.6670631773724558, "iteration": 193899, "loss_box_reg": 0.2306020949035883, "loss_cls": 0.20004150131717324, "loss_mask": 0.25022821268066764, "loss_rpn_cls": 0.04275021853391081, "loss_rpn_loc": 0.06541659834329039, "loss_sem_seg": 0.3089226314332336, "lr": 0.02, "mask_rcnn/accuracy": 0.8795536144176148, "mask_rcnn/false_negative": 0.10021019433549364, "mask_rcnn/false_positive": 0.15478532383419175, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 202.25, "rpn/num_pos_anchors": 53.75, "time": 0.5713629670062801, "total_loss": 1.0898020673776045} {"data_time": 0.011651071494270582, "eta_seconds": 42937.65517995336, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.30203150912106136, "fast_rcnn/fg_cls_accuracy": 0.5584415584415584, "iteration": 193919, "loss_box_reg": 0.23197981109842658, "loss_cls": 0.21791446534916759, "loss_mask": 0.24245282355695963, "loss_rpn_cls": 0.03738275668001734, "loss_rpn_loc": 0.07493613097176421, "loss_sem_seg": 0.3419109764508903, "lr": 0.02, "mask_rcnn/accuracy": 0.9002708759409948, "mask_rcnn/false_negative": 0.08725536335724873, "mask_rcnn/false_positive": 0.11699954648162397, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5606073804956395, "total_loss": 1.0851583775947802} {"data_time": 0.012448354005755391, "eta_seconds": 42892.755101092196, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.3284656519950637, "fast_rcnn/fg_cls_accuracy": 0.6287097049292172, "iteration": 193939, "loss_box_reg": 0.22709101950749755, "loss_cls": 0.20393316657282412, "loss_mask": 0.24727495666593313, "loss_rpn_cls": 0.03510509299667319, "loss_rpn_loc": 0.08359330811072141, "loss_sem_seg": 0.3210403637494892, "lr": 0.02, "mask_rcnn/accuracy": 0.8966629871024416, "mask_rcnn/false_negative": 0.0804844649364625, "mask_rcnn/false_positive": 0.1357678141585256, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5697569729964016, "total_loss": 1.1012247713224497} {"data_time": 0.014017120491189416, "eta_seconds": 42937.05841345848, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.33630952380952384, "fast_rcnn/fg_cls_accuracy": 0.5623416759550106, "iteration": 193959, "loss_box_reg": 0.21237614192068577, "loss_cls": 0.20095096621662378, "loss_mask": 0.24501917464658618, "loss_rpn_cls": 0.04383780982971075, "loss_rpn_loc": 0.08288557632477023, "loss_sem_seg": 0.3303798013366759, "lr": 0.02, "mask_rcnn/accuracy": 0.8643786614243283, "mask_rcnn/false_negative": 0.09397806050758277, "mask_rcnn/false_positive": 0.1298408644594961, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5734149829950184, "total_loss": 1.137887965523987} {"data_time": 0.012744477498927154, "eta_seconds": 42913.407382079655, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.3498677248677249, "fast_rcnn/fg_cls_accuracy": 0.5902523402523403, "iteration": 193979, "loss_box_reg": 0.23289535427466035, "loss_cls": 0.21739612706005573, "loss_mask": 0.2516849907115102, "loss_rpn_cls": 0.04229642954305746, "loss_rpn_loc": 0.0887135403463617, "loss_sem_seg": 0.2672553177108057, "lr": 0.02, "mask_rcnn/accuracy": 0.8946003678524865, "mask_rcnn/false_negative": 0.08176239526402192, "mask_rcnn/false_positive": 0.11237028352412654, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.564325559498684, "total_loss": 1.111771145107923} {"data_time": 0.012254453002242371, "eta_seconds": 42902.11749970976, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.39010840108401085, "fast_rcnn/fg_cls_accuracy": 0.5762452107279693, "iteration": 193999, "loss_box_reg": 0.2510331552475691, "loss_cls": 0.21616891026496887, "loss_mask": 0.2524001244455576, "loss_rpn_cls": 0.038994684466160834, "loss_rpn_loc": 0.07877371823997237, "loss_sem_seg": 0.3047753507271409, "lr": 0.02, "mask_rcnn/accuracy": 0.9053931091879158, "mask_rcnn/false_negative": 0.09015680255557987, "mask_rcnn/false_positive": 0.12754901868399843, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5704878975011525, "total_loss": 1.1251459187624278} {"data_time": 0.01262745150597766, "eta_seconds": 42881.218414952964, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.36783854166666663, "fast_rcnn/fg_cls_accuracy": 0.6042941492216855, "iteration": 194019, "loss_box_reg": 0.24070656159892678, "loss_cls": 0.21946467668749392, "loss_mask": 0.2536998111754656, "loss_rpn_cls": 0.03968516827444546, "loss_rpn_loc": 0.06946265339502133, "loss_sem_seg": 0.323923303745687, "lr": 0.02, "mask_rcnn/accuracy": 0.8676890616059507, "mask_rcnn/false_negative": 0.10587430528505518, "mask_rcnn/false_positive": 0.14648343463078534, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5625744704957469, "total_loss": 1.162596234578814} {"data_time": 0.012291443003050517, "eta_seconds": 42879.53773496998, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.28635050553683195, "fast_rcnn/fg_cls_accuracy": 0.6825338123415046, "iteration": 194039, "loss_box_reg": 0.21573781594634056, "loss_cls": 0.19288471154868603, "loss_mask": 0.2507465574890375, "loss_rpn_cls": 0.03333858038604376, "loss_rpn_loc": 0.07406258617993444, "loss_sem_seg": 0.293300679884851, "lr": 0.02, "mask_rcnn/accuracy": 0.8973169924680182, "mask_rcnn/false_negative": 0.09650259206785969, "mask_rcnn/false_positive": 0.11671626094772194, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.5706018749915529, "total_loss": 1.0690241010452155} {"data_time": 0.012641865003388375, "eta_seconds": 42868.247852600085, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.26956300813008127, "fast_rcnn/fg_cls_accuracy": 0.6632349132349132, "iteration": 194059, "loss_box_reg": 0.21368749300017953, "loss_cls": 0.20246985228732228, "loss_mask": 0.23180165886878967, "loss_rpn_cls": 0.036176402783894446, "loss_rpn_loc": 0.0667238638852723, "loss_sem_seg": 0.3201042488217354, "lr": 0.02, "mask_rcnn/accuracy": 0.9197863338331145, "mask_rcnn/false_negative": 0.07578548376793176, "mask_rcnn/false_positive": 0.10274380926129709, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 239.0, "rpn/num_pos_anchors": 17.0, "time": 0.5651004499959527, "total_loss": 1.0849403294268996} {"data_time": 0.0127837144973455, "eta_seconds": 42818.75812929803, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.29598549946294306, "fast_rcnn/fg_cls_accuracy": 0.658024207593173, "iteration": 194079, "loss_box_reg": 0.23579980991780758, "loss_cls": 0.2111405748873949, "loss_mask": 0.24913246976211667, "loss_rpn_cls": 0.034975570684764534, "loss_rpn_loc": 0.06604333623545244, "loss_sem_seg": 0.3077940419316292, "lr": 0.02, "mask_rcnn/accuracy": 0.8887978588084084, "mask_rcnn/false_negative": 0.10022030566416906, "mask_rcnn/false_positive": 0.1253591750940509, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.5623853950019111, "total_loss": 1.1144516460190061} {"data_time": 0.012924864000524394, "eta_seconds": 42797.51258466303, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.3416289592760181, "fast_rcnn/fg_cls_accuracy": 0.6080038572806172, "iteration": 194099, "loss_box_reg": 0.21679648314602673, "loss_cls": 0.18236051290296018, "loss_mask": 0.23668965324759483, "loss_rpn_cls": 0.03707467357889982, "loss_rpn_loc": 0.07052399311214685, "loss_sem_seg": 0.3195975942071527, "lr": 0.02, "mask_rcnn/accuracy": 0.8956710800864606, "mask_rcnn/false_negative": 0.06951230520308355, "mask_rcnn/false_positive": 0.12582960193879592, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.5625325194996549, "total_loss": 1.0882944174118165} {"data_time": 0.011626425999565981, "eta_seconds": 42779.87155552722, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.36832251245659064, "fast_rcnn/fg_cls_accuracy": 0.6027002427184466, "iteration": 194119, "loss_box_reg": 0.2377329869195819, "loss_cls": 0.19721203297376633, "loss_mask": 0.2509590173140168, "loss_rpn_cls": 0.04295003876904957, "loss_rpn_loc": 0.07200517586898059, "loss_sem_seg": 0.3307951148599386, "lr": 0.02, "mask_rcnn/accuracy": 0.8834402942092446, "mask_rcnn/false_negative": 0.09571606830596865, "mask_rcnn/false_positive": 0.13428773722543214, "roi_head/num_bg_samples": 426.5, "roi_head/num_fg_samples": 85.5, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5629173964989604, "total_loss": 1.1621550687996205} {"data_time": 0.012177709497336764, "eta_seconds": 42747.004064921726, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.2829965208379599, "fast_rcnn/fg_cls_accuracy": 0.6784037558685445, "iteration": 194139, "loss_box_reg": 0.23106374265626073, "loss_cls": 0.20038267108611763, "loss_mask": 0.255561291705817, "loss_rpn_cls": 0.04111060863942839, "loss_rpn_loc": 0.07544392574345693, "loss_sem_seg": 0.30378922284580767, "lr": 0.02, "mask_rcnn/accuracy": 0.8911998924488468, "mask_rcnn/false_negative": 0.09674244186283704, "mask_rcnn/false_positive": 0.12407215055553725, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5684534970059758, "total_loss": 1.1183019214950036} {"data_time": 0.01255740499618696, "eta_seconds": 42754.43234665008, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.3065555134520652, "fast_rcnn/fg_cls_accuracy": 0.6885183781735507, "iteration": 194159, "loss_box_reg": 0.2374917585402727, "loss_cls": 0.20604920806363225, "loss_mask": 0.24065871071070433, "loss_rpn_cls": 0.04833106475416571, "loss_rpn_loc": 0.08240718470187858, "loss_sem_seg": 0.3103006719611585, "lr": 0.02, "mask_rcnn/accuracy": 0.9049444070080863, "mask_rcnn/false_negative": 0.08755023877880452, "mask_rcnn/false_positive": 0.11550599243507209, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5727651744964533, "total_loss": 1.1871843329281546} {"data_time": 0.01327662350377068, "eta_seconds": 42757.41292541396, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.3005334914048607, "fast_rcnn/fg_cls_accuracy": 0.6745379102225575, "iteration": 194179, "loss_box_reg": 0.22885454865172505, "loss_cls": 0.202353039290756, "loss_mask": 0.255886968690902, "loss_rpn_cls": 0.03622479093610309, "loss_rpn_loc": 0.06967447540955618, "loss_sem_seg": 0.3068538721418008, "lr": 0.02, "mask_rcnn/accuracy": 0.8910283125243577, "mask_rcnn/false_negative": 0.09058709227980725, "mask_rcnn/false_positive": 0.1444669932194862, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5657576849989709, "total_loss": 1.1101240916905226} {"data_time": 0.012081019500328694, "eta_seconds": 42741.12661796343, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.3390804597701149, "fast_rcnn/fg_cls_accuracy": 0.6355975485188968, "iteration": 194199, "loss_box_reg": 0.25754350842908025, "loss_cls": 0.2165716653689742, "loss_mask": 0.2584643205627799, "loss_rpn_cls": 0.044882767062517814, "loss_rpn_loc": 0.07905799493892118, "loss_sem_seg": 0.32044927636161447, "lr": 0.02, "mask_rcnn/accuracy": 0.8800628043705894, "mask_rcnn/false_negative": 0.110159615258211, "mask_rcnn/false_positive": 0.12413499443988064, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.5591874934980297, "total_loss": 1.1423439715144923} {"data_time": 0.012907655494927894, "eta_seconds": 42720.6080835101, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.3303439803439804, "fast_rcnn/fg_cls_accuracy": 0.6375244512062594, "iteration": 194219, "loss_box_reg": 0.23681712616235018, "loss_cls": 0.20896603260189295, "loss_mask": 0.2448417255654931, "loss_rpn_cls": 0.04279655107529834, "loss_rpn_loc": 0.08681783510837704, "loss_sem_seg": 0.34690475603565574, "lr": 0.02, "mask_rcnn/accuracy": 0.9042020611832804, "mask_rcnn/false_negative": 0.07808777485128089, "mask_rcnn/false_positive": 0.11269912675180324, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5639788440021221, "total_loss": 1.1653078576782718} {"data_time": 0.011757874992326833, "eta_seconds": 42718.57223128359, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.28596179851250847, "fast_rcnn/fg_cls_accuracy": 0.6794871794871795, "iteration": 194239, "loss_box_reg": 0.2165388078428805, "loss_cls": 0.1892465299461037, "loss_mask": 0.25819090008735657, "loss_rpn_cls": 0.04143091379228281, "loss_rpn_loc": 0.06496620224788785, "loss_sem_seg": 0.318121372256428, "lr": 0.02, "mask_rcnn/accuracy": 0.8746015326479343, "mask_rcnn/false_negative": 0.10263895701245132, "mask_rcnn/false_positive": 0.12419611016899251, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5709392244971241, "total_loss": 1.1284289597242605} {"data_time": 0.011891402005858254, "eta_seconds": 42717.23975541895, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.2966382130635882, "fast_rcnn/fg_cls_accuracy": 0.6413890973151077, "iteration": 194259, "loss_box_reg": 0.23025194695219398, "loss_cls": 0.20271974452771246, "loss_mask": 0.25040407897904515, "loss_rpn_cls": 0.03429323949967511, "loss_rpn_loc": 0.06166367657715455, "loss_sem_seg": 0.2835973803885281, "lr": 0.02, "mask_rcnn/accuracy": 0.8930863261750104, "mask_rcnn/false_negative": 0.08478404197452832, "mask_rcnn/false_positive": 0.13159033598952186, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.5651268859946867, "total_loss": 1.0439683316726587} {"data_time": 0.012082292996637989, "eta_seconds": 42727.81827987091, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3060511448111805, "fast_rcnn/fg_cls_accuracy": 0.6346670247046187, "iteration": 194279, "loss_box_reg": 0.22004665760323405, "loss_cls": 0.20935519877821207, "loss_mask": 0.24332363717257977, "loss_rpn_cls": 0.043242478917818516, "loss_rpn_loc": 0.06874882022384554, "loss_sem_seg": 0.3246787800453603, "lr": 0.02, "mask_rcnn/accuracy": 0.8984350330603427, "mask_rcnn/false_negative": 0.07543698914197128, "mask_rcnn/false_positive": 0.11986902722230047, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 234.5, "rpn/num_pos_anchors": 21.5, "time": 0.5755616359965643, "total_loss": 1.1412033083033748} {"data_time": 0.01256709849985782, "eta_seconds": 42712.93034139184, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.3085406301824212, "fast_rcnn/fg_cls_accuracy": 0.6503378378378378, "iteration": 194299, "loss_box_reg": 0.23303141514770687, "loss_cls": 0.2064748788252473, "loss_mask": 0.24864822160452604, "loss_rpn_cls": 0.040617386606754735, "loss_rpn_loc": 0.07222994940821081, "loss_sem_seg": 0.3071087170392275, "lr": 0.02, "mask_rcnn/accuracy": 0.9151303931898846, "mask_rcnn/false_negative": 0.0833646530363536, "mask_rcnn/false_positive": 0.09957648309851816, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 0.5577460200001951, "total_loss": 1.137798869254766} {"data_time": 0.012311503509408794, "eta_seconds": 42701.64570041183, "fast_rcnn/cls_accuracy": 0.89990234375, "fast_rcnn/false_negative": 0.3702653752263958, "fast_rcnn/fg_cls_accuracy": 0.6181052334337349, "iteration": 194319, "loss_box_reg": 0.24289059615693986, "loss_cls": 0.23039787402376533, "loss_mask": 0.25408633751794696, "loss_rpn_cls": 0.042963362066075206, "loss_rpn_loc": 0.0819585217977874, "loss_sem_seg": 0.3249094560742378, "lr": 0.02, "mask_rcnn/accuracy": 0.8768531483425581, "mask_rcnn/false_negative": 0.12044279033965563, "mask_rcnn/false_positive": 0.13021279242494876, "roi_head/num_bg_samples": 431.25, "roi_head/num_fg_samples": 80.75, "rpn/num_neg_anchors": 204.25, "rpn/num_pos_anchors": 51.75, "time": 0.5893980675027706, "total_loss": 1.1876877189424704} {"data_time": 0.011689938502968289, "eta_seconds": 42736.99448998841, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.39248298952370664, "fast_rcnn/fg_cls_accuracy": 0.603762317109585, "iteration": 194339, "loss_box_reg": 0.21600280003622174, "loss_cls": 0.18628262681886554, "loss_mask": 0.23591194581240416, "loss_rpn_cls": 0.0369338264426915, "loss_rpn_loc": 0.06342687923461199, "loss_sem_seg": 0.30711750080808997, "lr": 0.02, "mask_rcnn/accuracy": 0.8967814388464761, "mask_rcnn/false_negative": 0.0909889894439548, "mask_rcnn/false_positive": 0.1289587010545194, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5700384940064396, "total_loss": 1.0614808785758214} {"data_time": 0.012079180000000633, "eta_seconds": 42710.223566589935, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.34513546798029554, "fast_rcnn/fg_cls_accuracy": 0.6420656028368794, "iteration": 194359, "loss_box_reg": 0.2562684756703675, "loss_cls": 0.20993723394349217, "loss_mask": 0.2583069442771375, "loss_rpn_cls": 0.043146932584932074, "loss_rpn_loc": 0.08434040902648121, "loss_sem_seg": 0.3000908144749701, "lr": 0.02, "mask_rcnn/accuracy": 0.8871392220562258, "mask_rcnn/false_negative": 0.09870157703617394, "mask_rcnn/false_positive": 0.1278859961888865, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5704890975030139, "total_loss": 1.1734462857129984} {"data_time": 0.013996415000292473, "eta_seconds": 42733.18934704918, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.2925971877584781, "fast_rcnn/fg_cls_accuracy": 0.6865557467967106, "iteration": 194379, "loss_box_reg": 0.19395896629430354, "loss_cls": 0.17884423537179828, "loss_mask": 0.2383126439526677, "loss_rpn_cls": 0.0341264360176865, "loss_rpn_loc": 0.06586160094593652, "loss_sem_seg": 0.3112240172922611, "lr": 0.02, "mask_rcnn/accuracy": 0.8969981106918156, "mask_rcnn/false_negative": 0.07906119036314381, "mask_rcnn/false_positive": 0.12123062219403422, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5717963074930594, "total_loss": 1.021563180402154} {"data_time": 0.012335155501205008, "eta_seconds": 42721.88740992932, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.36631862047144437, "fast_rcnn/fg_cls_accuracy": 0.6037414965986394, "iteration": 194399, "loss_box_reg": 0.23204392241314054, "loss_cls": 0.20864588115364313, "loss_mask": 0.2541519687511027, "loss_rpn_cls": 0.039761782722052885, "loss_rpn_loc": 0.06422318131080829, "loss_sem_seg": 0.3055892027914524, "lr": 0.02, "mask_rcnn/accuracy": 0.890698444223767, "mask_rcnn/false_negative": 0.10275161781592129, "mask_rcnn/false_positive": 0.1279000119850151, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 205.5, "rpn/num_pos_anchors": 50.5, "time": 0.5663164919969859, "total_loss": 1.0741126855282346} {"data_time": 0.011676864996843506, "eta_seconds": 42706.03912500847, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.35049019607843135, "fast_rcnn/fg_cls_accuracy": 0.5816197691197691, "iteration": 194419, "loss_box_reg": 0.24318793695420027, "loss_cls": 0.20573923271149397, "loss_mask": 0.2512486856430769, "loss_rpn_cls": 0.037755263212602586, "loss_rpn_loc": 0.06970535492291674, "loss_sem_seg": 0.32668798696249723, "lr": 0.02, "mask_rcnn/accuracy": 0.8920811745750932, "mask_rcnn/false_negative": 0.1011971938900991, "mask_rcnn/false_positive": 0.12752535613877894, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5658897419925779, "total_loss": 1.1460530412441585} {"data_time": 0.012034641498757992, "eta_seconds": 42699.283535689596, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.28536184210526316, "fast_rcnn/fg_cls_accuracy": 0.6025197038452352, "iteration": 194439, "loss_box_reg": 0.2338232328183949, "loss_cls": 0.22167797712609172, "loss_mask": 0.2544815056025982, "loss_rpn_cls": 0.04095784516357526, "loss_rpn_loc": 0.07836181914899498, "loss_sem_seg": 0.31427468871697783, "lr": 0.02, "mask_rcnn/accuracy": 0.8914795235164397, "mask_rcnn/false_negative": 0.08860053687095144, "mask_rcnn/false_positive": 0.12792094504612994, "roi_head/num_bg_samples": 432.75, "roi_head/num_fg_samples": 79.25, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.5613765939924633, "total_loss": 1.154320599816856} {"data_time": 0.011732784492778592, "eta_seconds": 42693.00031612314, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.3133356790992259, "fast_rcnn/fg_cls_accuracy": 0.6447124304267161, "iteration": 194459, "loss_box_reg": 0.21435716189444065, "loss_cls": 0.1824721151497215, "loss_mask": 0.2326349033974111, "loss_rpn_cls": 0.04519694049668033, "loss_rpn_loc": 0.07924205157905817, "loss_sem_seg": 0.3406576756387949, "lr": 0.02, "mask_rcnn/accuracy": 0.8954451601082423, "mask_rcnn/false_negative": 0.08704811732416759, "mask_rcnn/false_positive": 0.12126492867716304, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5724175935029052, "total_loss": 1.0211020112328697} {"data_time": 0.012919017499370966, "eta_seconds": 42681.69705026325, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.2915360501567398, "fast_rcnn/fg_cls_accuracy": 0.671440738748431, "iteration": 194479, "loss_box_reg": 0.2473373245447874, "loss_cls": 0.22305464767850935, "loss_mask": 0.2519762422889471, "loss_rpn_cls": 0.04988131804566365, "loss_rpn_loc": 0.07993784811696969, "loss_sem_seg": 0.3147158435313031, "lr": 0.02, "mask_rcnn/accuracy": 0.9006687992657381, "mask_rcnn/false_negative": 0.09569410798232891, "mask_rcnn/false_positive": 0.12150790970055911, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5625485389973619, "total_loss": 1.1518982629058883} {"data_time": 0.012263728502148297, "eta_seconds": 42646.618746627915, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.25123737373737376, "fast_rcnn/fg_cls_accuracy": 0.7108282208588956, "iteration": 194499, "loss_box_reg": 0.20807023672387004, "loss_cls": 0.1931605280842632, "loss_mask": 0.23993625678122044, "loss_rpn_cls": 0.0360486014833441, "loss_rpn_loc": 0.06743189902044833, "loss_sem_seg": 0.3360387962311506, "lr": 0.02, "mask_rcnn/accuracy": 0.9115820023661638, "mask_rcnn/false_negative": 0.07716864089459699, "mask_rcnn/false_positive": 0.10100452798599749, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5625460805022158, "total_loss": 1.0761278796562692} {"data_time": 0.012775802992109675, "eta_seconds": 42647.52358451001, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.30338365434669445, "fast_rcnn/fg_cls_accuracy": 0.6151607034566404, "iteration": 194519, "loss_box_reg": 0.21224439004436135, "loss_cls": 0.194101442117244, "loss_mask": 0.24332094099372625, "loss_rpn_cls": 0.03511999852344161, "loss_rpn_loc": 0.07072897185571492, "loss_sem_seg": 0.3130335018504411, "lr": 0.02, "mask_rcnn/accuracy": 0.9072501159554731, "mask_rcnn/false_negative": 0.07164433041553286, "mask_rcnn/false_positive": 0.1127468559785117, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 236.75, "rpn/num_pos_anchors": 19.25, "time": 0.5691051230023731, "total_loss": 1.0956565037195105} {"data_time": 0.011556287499843165, "eta_seconds": 42632.249984607086, "fast_rcnn/cls_accuracy": 0.90966796875, "fast_rcnn/false_negative": 0.30947705663497316, "fast_rcnn/fg_cls_accuracy": 0.6290851775604736, "iteration": 194539, "loss_box_reg": 0.2371620163321495, "loss_cls": 0.20865681022405624, "loss_mask": 0.25016291346400976, "loss_rpn_cls": 0.03953336759877857, "loss_rpn_loc": 0.06939024207531475, "loss_sem_seg": 0.282640278339386, "lr": 0.02, "mask_rcnn/accuracy": 0.8900320470516485, "mask_rcnn/false_negative": 0.09774529741300278, "mask_rcnn/false_positive": 0.12415009487370932, "roi_head/num_bg_samples": 431.5, "roi_head/num_fg_samples": 80.5, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5580778864969034, "total_loss": 1.125963737780694} {"data_time": 0.012957387494680006, "eta_seconds": 42620.95083670695, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3518181818181818, "fast_rcnn/fg_cls_accuracy": 0.6192270058708415, "iteration": 194559, "loss_box_reg": 0.22299647983163595, "loss_cls": 0.20497802295722067, "loss_mask": 0.25050710141658783, "loss_rpn_cls": 0.040739771284279414, "loss_rpn_loc": 0.06805591081501916, "loss_sem_seg": 0.2880247565917671, "lr": 0.02, "mask_rcnn/accuracy": 0.8975100177057125, "mask_rcnn/false_negative": 0.09780414590922787, "mask_rcnn/false_positive": 0.11493195831731409, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5675092739984393, "total_loss": 1.094658432615688} {"data_time": 0.01290354799857596, "eta_seconds": 42593.7340484151, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.36971411554496725, "fast_rcnn/fg_cls_accuracy": 0.6036436007348438, "iteration": 194579, "loss_box_reg": 0.24337520985864103, "loss_cls": 0.2086693689925596, "loss_mask": 0.2566850697621703, "loss_rpn_cls": 0.04362003656569868, "loss_rpn_loc": 0.0788476221205201, "loss_sem_seg": 0.317874719388783, "lr": 0.02, "mask_rcnn/accuracy": 0.8933974051204758, "mask_rcnn/false_negative": 0.08677826446398493, "mask_rcnn/false_positive": 0.11148477210834914, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.5543794199984404, "total_loss": 1.1907197983528022} {"data_time": 0.012564314500195906, "eta_seconds": 42590.13390702761, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3524492234169654, "fast_rcnn/fg_cls_accuracy": 0.5912698412698413, "iteration": 194599, "loss_box_reg": 0.23497924068942666, "loss_cls": 0.20160677703097463, "loss_mask": 0.26577327586710453, "loss_rpn_cls": 0.045529690803959966, "loss_rpn_loc": 0.07329572387970984, "loss_sem_seg": 0.2739501027390361, "lr": 0.02, "mask_rcnn/accuracy": 0.8916736797811908, "mask_rcnn/false_negative": 0.08618064207064767, "mask_rcnn/false_positive": 0.14090505610061654, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5634833369986154, "total_loss": 1.1295811898453394} {"data_time": 0.01243284600059269, "eta_seconds": 42591.0225795094, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3033183750590458, "fast_rcnn/fg_cls_accuracy": 0.6659406858202039, "iteration": 194619, "loss_box_reg": 0.21644420735538006, "loss_cls": 0.1941464568953961, "loss_mask": 0.25873749516904354, "loss_rpn_cls": 0.03631003334885463, "loss_rpn_loc": 0.07398829780868255, "loss_sem_seg": 0.34480037237517536, "lr": 0.02, "mask_rcnn/accuracy": 0.8960031874923007, "mask_rcnn/false_negative": 0.10153086514055668, "mask_rcnn/false_positive": 0.09608341735561149, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5614288374999887, "total_loss": 1.1633356561942492} {"data_time": 0.012075182494299952, "eta_seconds": 42607.24866162104, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.31486310299869624, "fast_rcnn/fg_cls_accuracy": 0.6710998391686255, "iteration": 194639, "loss_box_reg": 0.2265791818499565, "loss_cls": 0.21343163517303765, "loss_mask": 0.2546644816175103, "loss_rpn_cls": 0.042408843437442556, "loss_rpn_loc": 0.07697595254285261, "loss_sem_seg": 0.30118567449972034, "lr": 0.02, "mask_rcnn/accuracy": 0.8945530299962698, "mask_rcnn/false_negative": 0.0903654253932301, "mask_rcnn/false_positive": 0.12240761973679702, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 236.75, "rpn/num_pos_anchors": 19.25, "time": 0.5807520964954165, "total_loss": 1.15521391844959} {"data_time": 0.01202482900407631, "eta_seconds": 42595.94115544102, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3452981245576787, "fast_rcnn/fg_cls_accuracy": 0.6241909120627656, "iteration": 194659, "loss_box_reg": 0.23426618357189, "loss_cls": 0.2106167918536812, "loss_mask": 0.25938061345368624, "loss_rpn_cls": 0.03973519173450768, "loss_rpn_loc": 0.08469577541109174, "loss_sem_seg": 0.33035267051309347, "lr": 0.02, "mask_rcnn/accuracy": 0.8828542939405413, "mask_rcnn/false_negative": 0.11334043927032363, "mask_rcnn/false_positive": 0.11257838835141952, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5764212864960427, "total_loss": 1.1616471194429323} {"data_time": 0.01217923699732637, "eta_seconds": 42575.1390607594, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.36383502860775585, "fast_rcnn/fg_cls_accuracy": 0.6167355371900827, "iteration": 194679, "loss_box_reg": 0.20961062354035676, "loss_cls": 0.18843205319717526, "loss_mask": 0.2557131266221404, "loss_rpn_cls": 0.03931526996893808, "loss_rpn_loc": 0.07273599397740327, "loss_sem_seg": 0.2912885774858296, "lr": 0.02, "mask_rcnn/accuracy": 0.8848543931529278, "mask_rcnn/false_negative": 0.0931967040546077, "mask_rcnn/false_positive": 0.1344543268464768, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5501067169971066, "total_loss": 1.0399472970166244} {"data_time": 0.012632361002033576, "eta_seconds": 42548.39247556302, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3654465004022526, "fast_rcnn/fg_cls_accuracy": 0.5694305694305695, "iteration": 194699, "loss_box_reg": 0.23612358677200973, "loss_cls": 0.1965884710662067, "loss_mask": 0.24872737377882004, "loss_rpn_cls": 0.03655852597148623, "loss_rpn_loc": 0.0774523893778678, "loss_sem_seg": 0.2869799416512251, "lr": 0.02, "mask_rcnn/accuracy": 0.8898445376754054, "mask_rcnn/false_negative": 0.07715388361026024, "mask_rcnn/false_positive": 0.1292150521911468, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.5581752694997704, "total_loss": 1.0687178228836274} {"data_time": 0.012814262496249285, "eta_seconds": 42546.057859944485, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.3003572077253739, "fast_rcnn/fg_cls_accuracy": 0.6588848039215687, "iteration": 194719, "loss_box_reg": 0.2293728596996516, "loss_cls": 0.19252193812280893, "loss_mask": 0.23940431838855147, "loss_rpn_cls": 0.037854234309634194, "loss_rpn_loc": 0.06872056625434197, "loss_sem_seg": 0.2828714023344219, "lr": 0.02, "mask_rcnn/accuracy": 0.912421988732456, "mask_rcnn/false_negative": 0.08867148104527625, "mask_rcnn/false_positive": 0.0944093984060268, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5696572845045011, "total_loss": 1.055706059349177} {"data_time": 0.013061040997854434, "eta_seconds": 42609.68982741455, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.3035060177917321, "fast_rcnn/fg_cls_accuracy": 0.6193498452012385, "iteration": 194739, "loss_box_reg": 0.2410046512959525, "loss_cls": 0.21288298745639622, "loss_mask": 0.24225080199539661, "loss_rpn_cls": 0.04413860011482029, "loss_rpn_loc": 0.08657308365218341, "loss_sem_seg": 0.32487314054742455, "lr": 0.02, "mask_rcnn/accuracy": 0.8883799613595438, "mask_rcnn/false_negative": 0.09419705880998322, "mask_rcnn/false_positive": 0.12787148712228974, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5711494104980375, "total_loss": 1.1477413891698234} {"data_time": 0.012086522998288274, "eta_seconds": 42607.123647129265, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.2711341284787613, "fast_rcnn/fg_cls_accuracy": 0.7018518518518518, "iteration": 194759, "loss_box_reg": 0.22925217542797327, "loss_cls": 0.2134490073658526, "loss_mask": 0.2499860543757677, "loss_rpn_cls": 0.03505285974824801, "loss_rpn_loc": 0.06413444224745035, "loss_sem_seg": 0.3380080449860543, "lr": 0.02, "mask_rcnn/accuracy": 0.9121192935005328, "mask_rcnn/false_negative": 0.08464962773158788, "mask_rcnn/false_positive": 0.10516605073770247, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 235.75, "rpn/num_pos_anchors": 20.25, "time": 0.571608168000239, "total_loss": 1.1886462000838947} {"data_time": 0.012395245001243893, "eta_seconds": 42609.73907340364, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.2618515973892133, "fast_rcnn/fg_cls_accuracy": 0.634180790960452, "iteration": 194779, "loss_box_reg": 0.21681289724074304, "loss_cls": 0.1928119312506169, "loss_mask": 0.25622508488595486, "loss_rpn_cls": 0.044116916484199464, "loss_rpn_loc": 0.08328370039816946, "loss_sem_seg": 0.31359202275052667, "lr": 0.02, "mask_rcnn/accuracy": 0.8903968074347224, "mask_rcnn/false_negative": 0.1012031322002611, "mask_rcnn/false_positive": 0.10794940778392179, "roi_head/num_bg_samples": 457.25, "roi_head/num_fg_samples": 54.75, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5761750714955269, "total_loss": 1.1032248302944936} {"data_time": 0.012830509498598985, "eta_seconds": 42623.986998503446, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3495015034024371, "fast_rcnn/fg_cls_accuracy": 0.6154150438169426, "iteration": 194799, "loss_box_reg": 0.22974298265762627, "loss_cls": 0.20767475944012403, "loss_mask": 0.25010546762496233, "loss_rpn_cls": 0.042998191056540236, "loss_rpn_loc": 0.0752700564044062, "loss_sem_seg": 0.36468316335231066, "lr": 0.02, "mask_rcnn/accuracy": 0.8982452330171856, "mask_rcnn/false_negative": 0.09192204197333237, "mask_rcnn/false_positive": 0.1298419998850293, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 237.0, "rpn/num_pos_anchors": 19.0, "time": 0.5712368474996765, "total_loss": 1.1660277403134387} {"data_time": 0.011996542001725174, "eta_seconds": 42596.95901620235, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.40390487646895534, "fast_rcnn/fg_cls_accuracy": 0.5729994885386154, "iteration": 194819, "loss_box_reg": 0.24101813416928053, "loss_cls": 0.22367258090525866, "loss_mask": 0.25507964938879013, "loss_rpn_cls": 0.03973758878419176, "loss_rpn_loc": 0.08176031443872489, "loss_sem_seg": 0.32033318863250315, "lr": 0.02, "mask_rcnn/accuracy": 0.8821115954532215, "mask_rcnn/false_negative": 0.08832901188950748, "mask_rcnn/false_positive": 0.14682716016212424, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.569494024006417, "total_loss": 1.2005232611554675} {"data_time": 0.013374001500778832, "eta_seconds": 42643.45788945636, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.25439024390243903, "fast_rcnn/fg_cls_accuracy": 0.674025974025974, "iteration": 194839, "loss_box_reg": 0.2528380285948515, "loss_cls": 0.21447596047073603, "loss_mask": 0.2571171931922436, "loss_rpn_cls": 0.0401146518997848, "loss_rpn_loc": 0.07945909141562879, "loss_sem_seg": 0.33886083867400885, "lr": 0.02, "mask_rcnn/accuracy": 0.8977791624475298, "mask_rcnn/false_negative": 0.08536309436156134, "mask_rcnn/false_positive": 0.13560858107011317, "roi_head/num_bg_samples": 459.25, "roi_head/num_fg_samples": 52.75, "rpn/num_neg_anchors": 237.5, "rpn/num_pos_anchors": 18.5, "time": 0.5699666899963631, "total_loss": 1.210046114079887} {"data_time": 0.012592889499501325, "eta_seconds": 42589.97895047336, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.4652682926829268, "fast_rcnn/fg_cls_accuracy": 0.5119047619047619, "iteration": 194859, "loss_box_reg": 0.2264412366785109, "loss_cls": 0.21984699415042996, "loss_mask": 0.2585226744413376, "loss_rpn_cls": 0.045927700703032315, "loss_rpn_loc": 0.09387605439405888, "loss_sem_seg": 0.3361133965663612, "lr": 0.02, "mask_rcnn/accuracy": 0.8631709528405958, "mask_rcnn/false_negative": 0.1107435145325999, "mask_rcnn/false_positive": 0.14984749180598655, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5632902199940872, "total_loss": 1.1656664266665757} {"data_time": 0.011792743498517666, "eta_seconds": 42618.08897130746, "fast_rcnn/cls_accuracy": 0.9130859375, "fast_rcnn/false_negative": 0.4039872798434442, "fast_rcnn/fg_cls_accuracy": 0.5960127201565557, "iteration": 194879, "loss_box_reg": 0.226939290529117, "loss_cls": 0.20922022266313434, "loss_mask": 0.24538826756179333, "loss_rpn_cls": 0.046244103054050356, "loss_rpn_loc": 0.09193860099185258, "loss_sem_seg": 0.3090546131134033, "lr": 0.02, "mask_rcnn/accuracy": 0.8844360293626898, "mask_rcnn/false_negative": 0.09186070916407056, "mask_rcnn/false_positive": 0.12152946771321332, "roi_head/num_bg_samples": 424.25, "roi_head/num_fg_samples": 87.75, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.560902786506631, "total_loss": 1.128713198035257} {"data_time": 0.012404978988342918, "eta_seconds": 42556.801790470396, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.36463349384697696, "fast_rcnn/fg_cls_accuracy": 0.5673399014778325, "iteration": 194899, "loss_box_reg": 0.2436937540769577, "loss_cls": 0.2126898670103401, "loss_mask": 0.247278886847198, "loss_rpn_cls": 0.040390429232502356, "loss_rpn_loc": 0.07683198802988045, "loss_sem_seg": 0.290137758012861, "lr": 0.02, "mask_rcnn/accuracy": 0.87646713382558, "mask_rcnn/false_negative": 0.09722671478967285, "mask_rcnn/false_positive": 0.12238090102491518, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 234.25, "rpn/num_pos_anchors": 21.75, "time": 0.5657409814957646, "total_loss": 1.1187792462005746} {"data_time": 0.012528904997452628, "eta_seconds": 42595.39593528754, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.36218039772727273, "fast_rcnn/fg_cls_accuracy": 0.607421875, "iteration": 194919, "loss_box_reg": 0.22807620279490948, "loss_cls": 0.197255190461874, "loss_mask": 0.2546492605470121, "loss_rpn_cls": 0.03779369388939813, "loss_rpn_loc": 0.08126200962578878, "loss_sem_seg": 0.3005757238715887, "lr": 0.02, "mask_rcnn/accuracy": 0.8823341836734694, "mask_rcnn/false_negative": 0.09943881149046152, "mask_rcnn/false_positive": 0.13074262797898034, "roi_head/num_bg_samples": 464.0, "roi_head/num_fg_samples": 48.0, "rpn/num_neg_anchors": 240.25, "rpn/num_pos_anchors": 15.75, "time": 0.5715507910063025, "total_loss": 1.0812046497012489} {"data_time": 0.013286169996717945, "eta_seconds": 42523.28870151352, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.32858412876661053, "fast_rcnn/fg_cls_accuracy": 0.6263417775869472, "iteration": 194939, "loss_box_reg": 0.2247739634476602, "loss_cls": 0.21554524870589375, "loss_mask": 0.24385496554896235, "loss_rpn_cls": 0.044972220552153885, "loss_rpn_loc": 0.08290719747310504, "loss_sem_seg": 0.2985423975624144, "lr": 0.02, "mask_rcnn/accuracy": 0.9017793327462318, "mask_rcnn/false_negative": 0.09105037368393756, "mask_rcnn/false_positive": 0.11691721051128753, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.55169537349866, "total_loss": 1.167824971722439} {"data_time": 0.012379242005408742, "eta_seconds": 42517.636125282195, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.33268229166666663, "fast_rcnn/fg_cls_accuracy": 0.6301014390186365, "iteration": 194959, "loss_box_reg": 0.23600910557433963, "loss_cls": 0.21619108924642205, "loss_mask": 0.26172851165756583, "loss_rpn_cls": 0.042746993887703866, "loss_rpn_loc": 0.07456863042898476, "loss_sem_seg": 0.31884034583345056, "lr": 0.02, "mask_rcnn/accuracy": 0.9059804195115546, "mask_rcnn/false_negative": 0.09798314311336462, "mask_rcnn/false_positive": 0.10688414215886666, "roi_head/num_bg_samples": 460.25, "roi_head/num_fg_samples": 51.75, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5746682269964367, "total_loss": 1.1799011865223292} {"data_time": 0.011687202502798755, "eta_seconds": 42506.30428372217, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.4483527645292351, "fast_rcnn/fg_cls_accuracy": 0.4818840579710145, "iteration": 194979, "loss_box_reg": 0.2228430302347988, "loss_cls": 0.1966486929450184, "loss_mask": 0.25134243723005056, "loss_rpn_cls": 0.043392914754804224, "loss_rpn_loc": 0.07762468117289245, "loss_sem_seg": 0.31951565807685256, "lr": 0.02, "mask_rcnn/accuracy": 0.8921936525173132, "mask_rcnn/false_negative": 0.09190676588039659, "mask_rcnn/false_positive": 0.13109178473627192, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.566415474502719, "total_loss": 1.1320939292636467} {"data_time": 0.011510521500895265, "eta_seconds": 42479.64820017405, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.28216230230749284, "fast_rcnn/fg_cls_accuracy": 0.693464849684637, "iteration": 194999, "loss_box_reg": 0.207234145142138, "loss_cls": 0.19763455260545015, "loss_mask": 0.23745555989444256, "loss_rpn_cls": 0.04153551936906297, "loss_rpn_loc": 0.07613578927703202, "loss_sem_seg": 0.32687608897686005, "lr": 0.02, "mask_rcnn/accuracy": 0.8951481634320395, "mask_rcnn/false_negative": 0.0921838304575138, "mask_rcnn/false_positive": 0.11286083104941289, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5703286015050253, "total_loss": 1.1020590939442627} {"data_time": 0.012986420006200206, "eta_seconds": 42468.320445024074, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.33506044905008636, "fast_rcnn/fg_cls_accuracy": 0.6191666666666666, "iteration": 195019, "loss_box_reg": 0.23138865234795958, "loss_cls": 0.21243732701987028, "loss_mask": 0.24837408401072025, "loss_rpn_cls": 0.04365695838350803, "loss_rpn_loc": 0.07198990107281134, "loss_sem_seg": 0.3310816055163741, "lr": 0.02, "mask_rcnn/accuracy": 0.8902809094067734, "mask_rcnn/false_negative": 0.1006629450789922, "mask_rcnn/false_positive": 0.1092184153330823, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5552806605046499, "total_loss": 1.175817822193494} {"data_time": 0.012425373002770357, "eta_seconds": 42456.992689874096, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.32764991554054057, "fast_rcnn/fg_cls_accuracy": 0.641801560919208, "iteration": 195039, "loss_box_reg": 0.22807481605559587, "loss_cls": 0.1973882440943271, "loss_mask": 0.24240738153457642, "loss_rpn_cls": 0.04105599131435156, "loss_rpn_loc": 0.0760790049280331, "loss_sem_seg": 0.3038834239123389, "lr": 0.02, "mask_rcnn/accuracy": 0.8983554539011662, "mask_rcnn/false_negative": 0.07688454588561258, "mask_rcnn/false_positive": 0.11931533639706249, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5747262384975329, "total_loss": 1.0956774441001471} {"data_time": 0.012514135007222649, "eta_seconds": 42448.54375594411, "fast_rcnn/cls_accuracy": 0.91162109375, "fast_rcnn/false_negative": 0.3430904840136484, "fast_rcnn/fg_cls_accuracy": 0.5765830592105263, "iteration": 195059, "loss_box_reg": 0.22941564791835845, "loss_cls": 0.20131899206899107, "loss_mask": 0.252178848721087, "loss_rpn_cls": 0.04183896827453282, "loss_rpn_loc": 0.06941864630789496, "loss_sem_seg": 0.3109020395204425, "lr": 0.02, "mask_rcnn/accuracy": 0.880797959896249, "mask_rcnn/false_negative": 0.10299902339976999, "mask_rcnn/false_positive": 0.13010893100410179, "roi_head/num_bg_samples": 426.5, "roi_head/num_fg_samples": 85.5, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.5709258415081422, "total_loss": 1.101094432582613} {"data_time": 0.01230674499674933, "eta_seconds": 42467.01775711255, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.3172435362802335, "fast_rcnn/fg_cls_accuracy": 0.6491086321934946, "iteration": 195079, "loss_box_reg": 0.24768505967222154, "loss_cls": 0.21846261457540095, "loss_mask": 0.2569257766008377, "loss_rpn_cls": 0.039596452144905925, "loss_rpn_loc": 0.07091769648832269, "loss_sem_seg": 0.35771829495206475, "lr": 0.02, "mask_rcnn/accuracy": 0.9068438757768382, "mask_rcnn/false_negative": 0.06337382899537224, "mask_rcnn/false_positive": 0.12096108730557326, "roi_head/num_bg_samples": 456.25, "roi_head/num_fg_samples": 55.75, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.5757021640019957, "total_loss": 1.1581230052106548} {"data_time": 0.012572209001518786, "eta_seconds": 42504.40565193542, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.29180468303826385, "fast_rcnn/fg_cls_accuracy": 0.647034740905369, "iteration": 195099, "loss_box_reg": 0.22127457545138896, "loss_cls": 0.2197249496821314, "loss_mask": 0.2456407230347395, "loss_rpn_cls": 0.04010321917303372, "loss_rpn_loc": 0.07093768601771444, "loss_sem_seg": 0.3312125338707119, "lr": 0.02, "mask_rcnn/accuracy": 0.9017278623689059, "mask_rcnn/false_negative": 0.07596586451391521, "mask_rcnn/false_positive": 0.11469409629762675, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 208.0, "rpn/num_pos_anchors": 48.0, "time": 0.5848106979974546, "total_loss": 1.1389693874516524} {"data_time": 0.01315942400105996, "eta_seconds": 42536.51746935489, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.2916949728260869, "fast_rcnn/fg_cls_accuracy": 0.6464522232734153, "iteration": 195119, "loss_box_reg": 0.21280383365228772, "loss_cls": 0.18582804058678448, "loss_mask": 0.2470912430435419, "loss_rpn_cls": 0.042315306680393405, "loss_rpn_loc": 0.06970023209578358, "loss_sem_seg": 0.28652686125133187, "lr": 0.02, "mask_rcnn/accuracy": 0.8958520290527279, "mask_rcnn/false_negative": 0.09067816385742143, "mask_rcnn/false_positive": 0.13247923660425331, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5706773230049293, "total_loss": 1.0398943012405653} {"data_time": 0.01251897949987324, "eta_seconds": 42481.70667293544, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.32666666666666666, "fast_rcnn/fg_cls_accuracy": 0.6286701208981001, "iteration": 195139, "loss_box_reg": 0.21425871923565865, "loss_cls": 0.19323788466863334, "loss_mask": 0.25403912272304296, "loss_rpn_cls": 0.03438356035621837, "loss_rpn_loc": 0.06442229519598186, "loss_sem_seg": 0.320634834934026, "lr": 0.02, "mask_rcnn/accuracy": 0.8787414965986394, "mask_rcnn/false_negative": 0.08610148382941707, "mask_rcnn/false_positive": 0.13581474142033584, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.554883343509573, "total_loss": 1.0900050204945728} {"data_time": 0.01219403699360555, "eta_seconds": 42445.91261546167, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.2872038834951456, "fast_rcnn/fg_cls_accuracy": 0.6646586345381527, "iteration": 195159, "loss_box_reg": 0.23889483697712421, "loss_cls": 0.2126672687008977, "loss_mask": 0.25073312129825354, "loss_rpn_cls": 0.0364892386860447, "loss_rpn_loc": 0.07194590824656188, "loss_sem_seg": 0.2963965015951544, "lr": 0.02, "mask_rcnn/accuracy": 0.8998977956567242, "mask_rcnn/false_negative": 0.08183486929462183, "mask_rcnn/false_positive": 0.1151779806434989, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.5698894540037145, "total_loss": 1.1258010846868274} {"data_time": 0.011482676498417277, "eta_seconds": 42392.98586812195, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.33433133732534925, "fast_rcnn/fg_cls_accuracy": 0.6298095608239409, "iteration": 195179, "loss_box_reg": 0.22917159320786595, "loss_cls": 0.1974030751734972, "loss_mask": 0.2540659182704985, "loss_rpn_cls": 0.03557313713099575, "loss_rpn_loc": 0.07055988640058786, "loss_sem_seg": 0.3122038748115301, "lr": 0.02, "mask_rcnn/accuracy": 0.8817668301086669, "mask_rcnn/false_negative": 0.09158162817041803, "mask_rcnn/false_positive": 0.1287190565045822, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5581516414968064, "total_loss": 1.098427552744397} {"data_time": 0.013251190495793708, "eta_seconds": 42423.226701261985, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.39346405228758174, "fast_rcnn/fg_cls_accuracy": 0.5249652570974788, "iteration": 195199, "loss_box_reg": 0.2304948358796537, "loss_cls": 0.2096277168020606, "loss_mask": 0.2517267782241106, "loss_rpn_cls": 0.04452840849990025, "loss_rpn_loc": 0.0649104876210913, "loss_sem_seg": 0.34101629396900535, "lr": 0.02, "mask_rcnn/accuracy": 0.8895859602957737, "mask_rcnn/false_negative": 0.08849585354404534, "mask_rcnn/false_positive": 0.12375344521146574, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5717031930034864, "total_loss": 1.1295658678282052} {"data_time": 0.012804978498024866, "eta_seconds": 42370.3221850019, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.3606965174129353, "fast_rcnn/fg_cls_accuracy": 0.6154939587775409, "iteration": 195219, "loss_box_reg": 0.21519299678038806, "loss_cls": 0.20133238076232374, "loss_mask": 0.246426816098392, "loss_rpn_cls": 0.03278793102072086, "loss_rpn_loc": 0.05693270458141342, "loss_sem_seg": 0.27675417717546225, "lr": 0.02, "mask_rcnn/accuracy": 0.9051688932151808, "mask_rcnn/false_negative": 0.07355631405818407, "mask_rcnn/false_positive": 0.12261245227034287, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5547544154978823, "total_loss": 1.0492534632358002} {"data_time": 0.011884539999300614, "eta_seconds": 42400.5407870623, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.2660280029476787, "fast_rcnn/fg_cls_accuracy": 0.6506306788655654, "iteration": 195239, "loss_box_reg": 0.2207871307618916, "loss_cls": 0.19192335614934564, "loss_mask": 0.2512104967609048, "loss_rpn_cls": 0.03905413529719226, "loss_rpn_loc": 0.07760556822177023, "loss_sem_seg": 0.26225989777594805, "lr": 0.02, "mask_rcnn/accuracy": 0.8903185836738017, "mask_rcnn/false_negative": 0.09585608728940273, "mask_rcnn/false_positive": 0.1470025839028086, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5734756134988857, "total_loss": 1.0687208916351665} {"data_time": 0.012385890498990193, "eta_seconds": 42413.609735935504, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.36319537160658655, "fast_rcnn/fg_cls_accuracy": 0.6368046283934135, "iteration": 195259, "loss_box_reg": 0.23803392983973026, "loss_cls": 0.22132466011680663, "loss_mask": 0.2434768946841359, "loss_rpn_cls": 0.03909049922367558, "loss_rpn_loc": 0.08029231108957902, "loss_sem_seg": 0.3244652335997671, "lr": 0.02, "mask_rcnn/accuracy": 0.8946641156462585, "mask_rcnn/false_negative": 0.10067258120002782, "mask_rcnn/false_positive": 0.11180359420276964, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5691716665023705, "total_loss": 1.131730831839377} {"data_time": 0.012354995000350755, "eta_seconds": 42353.6529655131, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.39009661835748793, "fast_rcnn/fg_cls_accuracy": 0.5441729323308271, "iteration": 195279, "loss_box_reg": 0.22516019083559513, "loss_cls": 0.20761814853176475, "loss_mask": 0.2501743119210005, "loss_rpn_cls": 0.040474086825270206, "loss_rpn_loc": 0.08436307479860261, "loss_sem_seg": 0.32230188185349107, "lr": 0.02, "mask_rcnn/accuracy": 0.8867357132148952, "mask_rcnn/false_negative": 0.104018222368254, "mask_rcnn/false_positive": 0.1349676535495064, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5663235225001699, "total_loss": 1.1252874191850424} {"data_time": 0.011605583000346087, "eta_seconds": 42366.51191576278, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.3027704036484923, "fast_rcnn/fg_cls_accuracy": 0.6674081920903955, "iteration": 195299, "loss_box_reg": 0.2125246524810791, "loss_cls": 0.20033666864037514, "loss_mask": 0.24465935491025448, "loss_rpn_cls": 0.03660884214332327, "loss_rpn_loc": 0.06961185473483056, "loss_sem_seg": 0.30133883561939, "lr": 0.02, "mask_rcnn/accuracy": 0.8864362262920004, "mask_rcnn/false_negative": 0.10561165232325719, "mask_rcnn/false_positive": 0.11872013827016167, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.557560861503589, "total_loss": 1.0825497722544242} {"data_time": 0.011384565499611199, "eta_seconds": 42302.56627689252, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.303921568627451, "fast_rcnn/fg_cls_accuracy": 0.5952413186218101, "iteration": 195319, "loss_box_reg": 0.23090757196769118, "loss_cls": 0.20037363609299064, "loss_mask": 0.24628451466560364, "loss_rpn_cls": 0.04588692916877335, "loss_rpn_loc": 0.08871653577079996, "loss_sem_seg": 0.3185246635694057, "lr": 0.02, "mask_rcnn/accuracy": 0.9018958719851577, "mask_rcnn/false_negative": 0.09590455238754303, "mask_rcnn/false_positive": 0.09315139435750033, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5654417115074466, "total_loss": 1.1371008981077466} {"data_time": 0.013580419501522556, "eta_seconds": 42226.413516621236, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.2644855144855145, "fast_rcnn/fg_cls_accuracy": 0.6943681318681318, "iteration": 195339, "loss_box_reg": 0.23124317778274417, "loss_cls": 0.2018423257395625, "loss_mask": 0.24704996310174465, "loss_rpn_cls": 0.04516543350473512, "loss_rpn_loc": 0.07959916611434892, "loss_sem_seg": 0.30778331254259683, "lr": 0.02, "mask_rcnn/accuracy": 0.8715530960065557, "mask_rcnn/false_negative": 0.10878504020097345, "mask_rcnn/false_positive": 0.14279615330352635, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5562234435055871, "total_loss": 1.1165478960465407} {"data_time": 0.011954913999943528, "eta_seconds": 42200.17843914035, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.4000317359568391, "fast_rcnn/fg_cls_accuracy": 0.5763646461440812, "iteration": 195359, "loss_box_reg": 0.2354251246433705, "loss_cls": 0.19503817427903414, "loss_mask": 0.2521011885255575, "loss_rpn_cls": 0.044023559166816995, "loss_rpn_loc": 0.08534560757107101, "loss_sem_seg": 0.3385434690862894, "lr": 0.02, "mask_rcnn/accuracy": 0.8935229842287546, "mask_rcnn/false_negative": 0.08810649104932579, "mask_rcnn/false_positive": 0.14341170492857439, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.560550410002179, "total_loss": 1.2003343183314428} {"data_time": 0.012959235995367635, "eta_seconds": 42169.50159753606, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.31868442292171106, "fast_rcnn/fg_cls_accuracy": 0.6470418470418471, "iteration": 195379, "loss_box_reg": 0.2381320339627564, "loss_cls": 0.23575960798189044, "loss_mask": 0.2596462592482567, "loss_rpn_cls": 0.04456476296763867, "loss_rpn_loc": 0.06885280151618645, "loss_sem_seg": 0.31869034841656685, "lr": 0.02, "mask_rcnn/accuracy": 0.8840339835105728, "mask_rcnn/false_negative": 0.11293350380058126, "mask_rcnn/false_positive": 0.10112815244861827, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.562780117004877, "total_loss": 1.1460959432879463} {"data_time": 0.011565300002985168, "eta_seconds": 42154.08887910123, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.3512949039264829, "fast_rcnn/fg_cls_accuracy": 0.6098579782790309, "iteration": 195399, "loss_box_reg": 0.230369244934991, "loss_cls": 0.2148268478922546, "loss_mask": 0.2506992407143116, "loss_rpn_cls": 0.03775535454042256, "loss_rpn_loc": 0.0765967647312209, "loss_sem_seg": 0.34546687360852957, "lr": 0.02, "mask_rcnn/accuracy": 0.9034404955163884, "mask_rcnn/false_negative": 0.08183926842554398, "mask_rcnn/false_positive": 0.1235090482668498, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5639286630103015, "total_loss": 1.1853524411126273} {"data_time": 0.013118143499013968, "eta_seconds": 42142.78766628127, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3200878042035398, "fast_rcnn/fg_cls_accuracy": 0.6326866348990243, "iteration": 195419, "loss_box_reg": 0.22901375917717814, "loss_cls": 0.22349219396710396, "loss_mask": 0.250166286714375, "loss_rpn_cls": 0.0393891480343882, "loss_rpn_loc": 0.07128010768792592, "loss_sem_seg": 0.3373942319303751, "lr": 0.02, "mask_rcnn/accuracy": 0.8884626592474036, "mask_rcnn/false_negative": 0.11420039886771764, "mask_rcnn/false_positive": 0.11229880305653497, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.5654371799973887, "total_loss": 1.152376263809856} {"data_time": 0.013227654497313779, "eta_seconds": 42156.35881016397, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.3586580086580087, "fast_rcnn/fg_cls_accuracy": 0.5851219512195122, "iteration": 195439, "loss_box_reg": 0.22910162224434316, "loss_cls": 0.21308532916009426, "loss_mask": 0.24306663870811462, "loss_rpn_cls": 0.0470756921422435, "loss_rpn_loc": 0.07120166620006785, "loss_sem_seg": 0.29793205251917243, "lr": 0.02, "mask_rcnn/accuracy": 0.90117342792701, "mask_rcnn/false_negative": 0.07875998940851729, "mask_rcnn/false_positive": 0.11767172910087642, "roi_head/num_bg_samples": 465.5, "roi_head/num_fg_samples": 46.5, "rpn/num_neg_anchors": 239.0, "rpn/num_pos_anchors": 17.0, "time": 0.5645060585011379, "total_loss": 1.103931907506194} {"data_time": 0.012589707497681957, "eta_seconds": 42124.29233837573, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3227132579650565, "fast_rcnn/fg_cls_accuracy": 0.6379733422564274, "iteration": 195459, "loss_box_reg": 0.21030625328421593, "loss_cls": 0.1925535078626126, "loss_mask": 0.24411002453416586, "loss_rpn_cls": 0.04069324163720012, "loss_rpn_loc": 0.06896220744238235, "loss_sem_seg": 0.33258501486852765, "lr": 0.02, "mask_rcnn/accuracy": 0.8919167489429436, "mask_rcnn/false_negative": 0.09141561843415591, "mask_rcnn/false_positive": 0.11634364377903633, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5622835090034641, "total_loss": 1.121850519819418} {"data_time": 0.013699953989998903, "eta_seconds": 42124.583329843175, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3483173076923077, "fast_rcnn/fg_cls_accuracy": 0.5962663694622458, "iteration": 195479, "loss_box_reg": 0.24623370356857777, "loss_cls": 0.23126705596223474, "loss_mask": 0.260275705717504, "loss_rpn_cls": 0.05214968914515339, "loss_rpn_loc": 0.08774032746441662, "loss_sem_seg": 0.35298615507781506, "lr": 0.02, "mask_rcnn/accuracy": 0.8859533769244845, "mask_rcnn/false_negative": 0.09430494626419804, "mask_rcnn/false_positive": 0.13144550344235306, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.574605004490877, "total_loss": 1.2176405635837} {"data_time": 0.012905163493996952, "eta_seconds": 42113.277903633156, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.37597079838459146, "fast_rcnn/fg_cls_accuracy": 0.5972972972972973, "iteration": 195499, "loss_box_reg": 0.2254456989467144, "loss_cls": 0.21545438945759088, "loss_mask": 0.24492823332548141, "loss_rpn_cls": 0.038669087196467444, "loss_rpn_loc": 0.09100150025915354, "loss_sem_seg": 0.31064720544964075, "lr": 0.02, "mask_rcnn/accuracy": 0.8988028597018745, "mask_rcnn/false_negative": 0.08884992665568317, "mask_rcnn/false_positive": 0.12248655627022201, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5474319810018642, "total_loss": 1.1750039399485104} {"data_time": 0.012175739000667818, "eta_seconds": 42085.7009483495, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.387345297029703, "fast_rcnn/fg_cls_accuracy": 0.5174178403755869, "iteration": 195519, "loss_box_reg": 0.22707535838708282, "loss_cls": 0.19561695773154497, "loss_mask": 0.25384681671857834, "loss_rpn_cls": 0.04229646851308644, "loss_rpn_loc": 0.0769720215612324, "loss_sem_seg": 0.3007822122890502, "lr": 0.02, "mask_rcnn/accuracy": 0.8798774978741497, "mask_rcnn/false_negative": 0.09024047292261983, "mask_rcnn/false_positive": 0.13861419473037093, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.549184237002919, "total_loss": 1.1203185359481722} {"data_time": 0.012237096503667999, "eta_seconds": 42071.225507731615, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.42001105583195136, "fast_rcnn/fg_cls_accuracy": 0.5356948440780775, "iteration": 195539, "loss_box_reg": 0.2196624567732215, "loss_cls": 0.2123982822522521, "loss_mask": 0.26119144819676876, "loss_rpn_cls": 0.04152153403265402, "loss_rpn_loc": 0.07490355789195746, "loss_sem_seg": 0.2937013590708375, "lr": 0.02, "mask_rcnn/accuracy": 0.8783214528540131, "mask_rcnn/false_negative": 0.10366001085194085, "mask_rcnn/false_positive": 0.13985940380534173, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5580226890015183, "total_loss": 1.1562651982167154} {"data_time": 0.012061891495250165, "eta_seconds": 42048.77668385516, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.30859375, "fast_rcnn/fg_cls_accuracy": 0.646743500402037, "iteration": 195559, "loss_box_reg": 0.23335248418152332, "loss_cls": 0.22630684915930033, "loss_mask": 0.25363765377551317, "loss_rpn_cls": 0.03831436519976705, "loss_rpn_loc": 0.07744579605059698, "loss_sem_seg": 0.32128301775082946, "lr": 0.02, "mask_rcnn/accuracy": 0.8849062289751065, "mask_rcnn/false_negative": 0.10182094628427929, "mask_rcnn/false_positive": 0.1164154816093884, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.5635940745050902, "total_loss": 1.1807506335317157} {"data_time": 0.013147369500075001, "eta_seconds": 42056.47844963524, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.2808689024390244, "fast_rcnn/fg_cls_accuracy": 0.6731423709585933, "iteration": 195579, "loss_box_reg": 0.23052880819886923, "loss_cls": 0.20616691373288631, "loss_mask": 0.25838933838531375, "loss_rpn_cls": 0.046107274014502764, "loss_rpn_loc": 0.08181027122191153, "loss_sem_seg": 0.3086611656472087, "lr": 0.02, "mask_rcnn/accuracy": 0.8896239983860164, "mask_rcnn/false_negative": 0.0992905034716628, "mask_rcnn/false_positive": 0.11992814517896304, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.5684664194996003, "total_loss": 1.1506805207463913} {"data_time": 0.013154289008525666, "eta_seconds": 42045.176134845155, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.3557377049180328, "fast_rcnn/fg_cls_accuracy": 0.611057537769206, "iteration": 195599, "loss_box_reg": 0.20902877300977707, "loss_cls": 0.1978636714629829, "loss_mask": 0.25630405358970165, "loss_rpn_cls": 0.04478353227023035, "loss_rpn_loc": 0.07117337174713612, "loss_sem_seg": 0.2907888414338231, "lr": 0.02, "mask_rcnn/accuracy": 0.8901218410106548, "mask_rcnn/false_negative": 0.09524187338414217, "mask_rcnn/false_positive": 0.1252878166063645, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5632150310048019, "total_loss": 1.0882927550701424} {"data_time": 0.012134286494983826, "eta_seconds": 42045.44534637304, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.34199134199134196, "fast_rcnn/fg_cls_accuracy": 0.6164981617647058, "iteration": 195619, "loss_box_reg": 0.23813133302610368, "loss_cls": 0.22046798514202237, "loss_mask": 0.2609648182988167, "loss_rpn_cls": 0.046925455855671316, "loss_rpn_loc": 0.08924329307046719, "loss_sem_seg": 0.380687496624887, "lr": 0.02, "mask_rcnn/accuracy": 0.8898312775097231, "mask_rcnn/false_negative": 0.08305751289383095, "mask_rcnn/false_positive": 0.12753057798992135, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.5647508184993058, "total_loss": 1.233433901303215} {"data_time": 0.01185495700337924, "eta_seconds": 42003.58784793533, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.2691197691197691, "fast_rcnn/fg_cls_accuracy": 0.64004329004329, "iteration": 195639, "loss_box_reg": 0.2158485685940832, "loss_cls": 0.206023832783103, "loss_mask": 0.24897955358028412, "loss_rpn_cls": 0.04316787941206712, "loss_rpn_loc": 0.06987459791707806, "loss_sem_seg": 0.31688517425209284, "lr": 0.02, "mask_rcnn/accuracy": 0.9038642851621168, "mask_rcnn/false_negative": 0.08925871357984494, "mask_rcnn/false_positive": 0.12023313890060097, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5637880459980806, "total_loss": 1.1406050130681251} {"data_time": 0.012794710994057823, "eta_seconds": 41976.94665655354, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.2967678176956168, "fast_rcnn/fg_cls_accuracy": 0.6649520692073883, "iteration": 195659, "loss_box_reg": 0.21256188745610416, "loss_cls": 0.19722393224947155, "loss_mask": 0.2473758989945054, "loss_rpn_cls": 0.04171466582920402, "loss_rpn_loc": 0.060507941714604385, "loss_sem_seg": 0.2865203423425555, "lr": 0.02, "mask_rcnn/accuracy": 0.9041868561940906, "mask_rcnn/false_negative": 0.06935147958801532, "mask_rcnn/false_positive": 0.11719813690793501, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5616019290027907, "total_loss": 1.075787077541463} {"data_time": 0.01173922150337603, "eta_seconds": 41980.99342997541, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.3327279202279202, "fast_rcnn/fg_cls_accuracy": 0.6376984126984127, "iteration": 195679, "loss_box_reg": 0.21910054609179497, "loss_cls": 0.21646596072241664, "loss_mask": 0.2452250011265278, "loss_rpn_cls": 0.04656145445187576, "loss_rpn_loc": 0.08701319864485413, "loss_sem_seg": 0.29237095173448324, "lr": 0.02, "mask_rcnn/accuracy": 0.895629344767861, "mask_rcnn/false_negative": 0.07552217779364793, "mask_rcnn/false_positive": 0.12717429130579105, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5725120424976922, "total_loss": 1.1061218793911394} {"data_time": 0.01267308850219706, "eta_seconds": 41977.72544746115, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.42893217893217894, "fast_rcnn/fg_cls_accuracy": 0.5653535353535354, "iteration": 195699, "loss_box_reg": 0.2489186441525817, "loss_cls": 0.22872676141560078, "loss_mask": 0.25621585361659527, "loss_rpn_cls": 0.04525502564501949, "loss_rpn_loc": 0.07485276734223589, "loss_sem_seg": 0.33780597732402384, "lr": 0.02, "mask_rcnn/accuracy": 0.8874703045930004, "mask_rcnn/false_negative": 0.09761945161226467, "mask_rcnn/false_positive": 0.11340661568566478, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5584485674989992, "total_loss": 1.1922804366622586} {"data_time": 0.013011152004764881, "eta_seconds": 41966.426077211094, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.3079781457852586, "fast_rcnn/fg_cls_accuracy": 0.6677631578947368, "iteration": 195719, "loss_box_reg": 0.2307115807197988, "loss_cls": 0.21405054978094995, "loss_mask": 0.25143245700746775, "loss_rpn_cls": 0.04743248934391886, "loss_rpn_loc": 0.09704965888522565, "loss_sem_seg": 0.28087355359457433, "lr": 0.02, "mask_rcnn/accuracy": 0.8969580432507451, "mask_rcnn/false_negative": 0.10947203541172601, "mask_rcnn/false_positive": 0.11031887562983952, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5725463850030792, "total_loss": 1.1674542676773854} {"data_time": 0.011296935997961555, "eta_seconds": 41931.77433263371, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.3542608695652174, "fast_rcnn/fg_cls_accuracy": 0.6277345198368558, "iteration": 195739, "loss_box_reg": 0.23718956904485822, "loss_cls": 0.21901501575484872, "loss_mask": 0.2645125645212829, "loss_rpn_cls": 0.0415971667971462, "loss_rpn_loc": 0.08043581410311162, "loss_sem_seg": 0.3070917660370469, "lr": 0.02, "mask_rcnn/accuracy": 0.8900009554459205, "mask_rcnn/false_negative": 0.09258877766297532, "mask_rcnn/false_positive": 0.12753647590846506, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.560484957502922, "total_loss": 1.2010955672012642} {"data_time": 0.013219640997704118, "eta_seconds": 41935.804594055575, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.2730019493177388, "fast_rcnn/fg_cls_accuracy": 0.7166811342592593, "iteration": 195759, "loss_box_reg": 0.23492770828306675, "loss_cls": 0.21610087901353836, "loss_mask": 0.2543952134437859, "loss_rpn_cls": 0.04001059173606336, "loss_rpn_loc": 0.07266628055367619, "loss_sem_seg": 0.2898212010040879, "lr": 0.02, "mask_rcnn/accuracy": 0.8816481019888871, "mask_rcnn/false_negative": 0.11022197127497549, "mask_rcnn/false_positive": 0.13034781878690246, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5793856775126187, "total_loss": 1.0985898508079117} {"data_time": 0.013074559996312018, "eta_seconds": 41895.64417474986, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.31306715063520874, "fast_rcnn/fg_cls_accuracy": 0.5822021116138764, "iteration": 195779, "loss_box_reg": 0.2152843924704939, "loss_cls": 0.19191746460273862, "loss_mask": 0.2516088290140033, "loss_rpn_cls": 0.04727743795956485, "loss_rpn_loc": 0.07881156407529488, "loss_sem_seg": 0.346233235206455, "lr": 0.02, "mask_rcnn/accuracy": 0.8912593920143814, "mask_rcnn/false_negative": 0.09506709078178463, "mask_rcnn/false_positive": 0.10303944380428895, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5546215959984693, "total_loss": 1.1591069989372045} {"data_time": 0.012168105502496473, "eta_seconds": 41870.26809080273, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.2735891990291262, "fast_rcnn/fg_cls_accuracy": 0.6624514563106796, "iteration": 195799, "loss_box_reg": 0.2301405337639153, "loss_cls": 0.20133890956640244, "loss_mask": 0.24537325464189053, "loss_rpn_cls": 0.04381496729911305, "loss_rpn_loc": 0.0759639939351473, "loss_sem_seg": 0.2940444580744952, "lr": 0.02, "mask_rcnn/accuracy": 0.8978710689573843, "mask_rcnn/false_negative": 0.07760372689861975, "mask_rcnn/false_positive": 0.11535263303807056, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.5626548369982629, "total_loss": 1.1183978173066862} {"data_time": 0.012603507500898559, "eta_seconds": 41858.982456352845, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.2591390728476821, "fast_rcnn/fg_cls_accuracy": 0.6947555512271133, "iteration": 195819, "loss_box_reg": 0.21356038795784116, "loss_cls": 0.1883558859117329, "loss_mask": 0.25673186453059316, "loss_rpn_cls": 0.03638652301742695, "loss_rpn_loc": 0.05722978711128235, "loss_sem_seg": 0.33143754210323095, "lr": 0.02, "mask_rcnn/accuracy": 0.8973794881974362, "mask_rcnn/false_negative": 0.1026428312862811, "mask_rcnn/false_positive": 0.11280388698402266, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5676465280048433, "total_loss": 1.0706156932283193} {"data_time": 0.013541648993850686, "eta_seconds": 41826.048225878614, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.359650088028169, "fast_rcnn/fg_cls_accuracy": 0.570847602739726, "iteration": 195839, "loss_box_reg": 0.23582282848656178, "loss_cls": 0.19637255417183042, "loss_mask": 0.2552196132019162, "loss_rpn_cls": 0.04756452760193497, "loss_rpn_loc": 0.06319984939182177, "loss_sem_seg": 0.29493822902441025, "lr": 0.02, "mask_rcnn/accuracy": 0.8859487662787718, "mask_rcnn/false_negative": 0.10112711060101959, "mask_rcnn/false_positive": 0.12037570047542351, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5638121039955877, "total_loss": 1.111123068811139} {"data_time": 0.011872895498527214, "eta_seconds": 41845.950762037384, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.3564915509452903, "fast_rcnn/fg_cls_accuracy": 0.6049236918604651, "iteration": 195859, "loss_box_reg": 0.23090625135228038, "loss_cls": 0.19997916044667363, "loss_mask": 0.2540605152025819, "loss_rpn_cls": 0.04561499504779931, "loss_rpn_loc": 0.08001452567987144, "loss_sem_seg": 0.2823207953479141, "lr": 0.02, "mask_rcnn/accuracy": 0.8877815070417112, "mask_rcnn/false_negative": 0.08847888554192279, "mask_rcnn/false_positive": 0.13069037858133575, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.5718405055013136, "total_loss": 1.1400523254123982} {"data_time": 0.014174803996866103, "eta_seconds": 41839.197018049264, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3363303994583615, "fast_rcnn/fg_cls_accuracy": 0.6336345381526105, "iteration": 195879, "loss_box_reg": 0.23364690179005265, "loss_cls": 0.21936854859814048, "loss_mask": 0.24507354572415352, "loss_rpn_cls": 0.040394026567810215, "loss_rpn_loc": 0.07572705921484157, "loss_sem_seg": 0.3118277695029974, "lr": 0.02, "mask_rcnn/accuracy": 0.9031020000407756, "mask_rcnn/false_negative": 0.08313267671989655, "mask_rcnn/false_positive": 0.10802876934629252, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5692120325038559, "total_loss": 1.1279389897244982} {"data_time": 0.012042940994433593, "eta_seconds": 41813.8399185533, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.34223193782017314, "fast_rcnn/fg_cls_accuracy": 0.6136870815769898, "iteration": 195899, "loss_box_reg": 0.22147504216991365, "loss_cls": 0.1923436028882861, "loss_mask": 0.26162106543779373, "loss_rpn_cls": 0.039693141836323775, "loss_rpn_loc": 0.07227665529353544, "loss_sem_seg": 0.3151821969076991, "lr": 0.02, "mask_rcnn/accuracy": 0.88360732550596, "mask_rcnn/false_negative": 0.10994281499122699, "mask_rcnn/false_positive": 0.12310271221850203, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5617641399949207, "total_loss": 1.1267164070450235} {"data_time": 0.012249326493474655, "eta_seconds": 41812.0861386074, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.3279375632316809, "fast_rcnn/fg_cls_accuracy": 0.61859375, "iteration": 195919, "loss_box_reg": 0.2420282233506441, "loss_cls": 0.22085838858038187, "loss_mask": 0.24453221261501312, "loss_rpn_cls": 0.03672201138397213, "loss_rpn_loc": 0.07951937470352277, "loss_sem_seg": 0.3110299790278077, "lr": 0.02, "mask_rcnn/accuracy": 0.9001220498366298, "mask_rcnn/false_negative": 0.08925310510650711, "mask_rcnn/false_positive": 0.10587008991960412, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.576083642001322, "total_loss": 1.1430721631913912} {"data_time": 0.01210363850259455, "eta_seconds": 41859.96100562695, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.3752331645665994, "fast_rcnn/fg_cls_accuracy": 0.5707167832167832, "iteration": 195939, "loss_box_reg": 0.21465070499107242, "loss_cls": 0.19970774336252362, "loss_mask": 0.25206279568374157, "loss_rpn_cls": 0.04680359373742249, "loss_rpn_loc": 0.07153458159882575, "loss_sem_seg": 0.34213676769286394, "lr": 0.02, "mask_rcnn/accuracy": 0.8764303925865229, "mask_rcnn/false_negative": 0.10775556062503894, "mask_rcnn/false_positive": 0.1396671879551351, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5703663525055163, "total_loss": 1.12925531862129} {"data_time": 0.01242595350049669, "eta_seconds": 41819.69472093743, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.36833976833976834, "fast_rcnn/fg_cls_accuracy": 0.6077188940092166, "iteration": 195959, "loss_box_reg": 0.24120597098954022, "loss_cls": 0.20679208217188716, "loss_mask": 0.25671966560184956, "loss_rpn_cls": 0.04182109207613394, "loss_rpn_loc": 0.07169825746677816, "loss_sem_seg": 0.34616880025714636, "lr": 0.02, "mask_rcnn/accuracy": 0.8883381406539889, "mask_rcnn/false_negative": 0.08389308391465378, "mask_rcnn/false_positive": 0.1230032721608927, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5827203494991409, "total_loss": 1.1720827223034576} {"data_time": 0.013211552999564447, "eta_seconds": 41808.39835953741, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.3176256613756614, "fast_rcnn/fg_cls_accuracy": 0.6755037712484521, "iteration": 195979, "loss_box_reg": 0.21632424602285028, "loss_cls": 0.19317689165472984, "loss_mask": 0.24829044751822948, "loss_rpn_cls": 0.043711458798497915, "loss_rpn_loc": 0.08262430434115231, "loss_sem_seg": 0.33332208078354597, "lr": 0.02, "mask_rcnn/accuracy": 0.8999472223425817, "mask_rcnn/false_negative": 0.09856395322179759, "mask_rcnn/false_positive": 0.10894560954656377, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5626494000025559, "total_loss": 1.1060099705937319} {"data_time": 0.01216914600081509, "eta_seconds": 41797.10199813739, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.2907801418439716, "fast_rcnn/fg_cls_accuracy": 0.6706821026282854, "iteration": 195999, "loss_box_reg": 0.22694223187863827, "loss_cls": 0.2201638910919428, "loss_mask": 0.25377265457063913, "loss_rpn_cls": 0.042644245899282396, "loss_rpn_loc": 0.07805913864285685, "loss_sem_seg": 0.30685736145824194, "lr": 0.02, "mask_rcnn/accuracy": 0.8753828491670437, "mask_rcnn/false_negative": 0.1178521006436015, "mask_rcnn/false_positive": 0.14008605993282627, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5689545674977126, "total_loss": 1.1445382058736868} {"data_time": 0.012648493502638303, "eta_seconds": 41779.905688880935, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.3846902654867257, "fast_rcnn/fg_cls_accuracy": 0.5953732204694113, "iteration": 196019, "loss_box_reg": 0.2076176838018, "loss_cls": 0.19204031070694327, "loss_mask": 0.2591405613347888, "loss_rpn_cls": 0.036417928837181535, "loss_rpn_loc": 0.07554535326198675, "loss_sem_seg": 0.3470303635112941, "lr": 0.02, "mask_rcnn/accuracy": 0.8952393701939707, "mask_rcnn/false_negative": 0.11265103461350617, "mask_rcnn/false_positive": 0.12174767392728753, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.5588398639956722, "total_loss": 1.1269556353217922} {"data_time": 0.01315055150189437, "eta_seconds": 41768.61092247094, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.2952346395742622, "fast_rcnn/fg_cls_accuracy": 0.5823147975368539, "iteration": 196039, "loss_box_reg": 0.22337434580549598, "loss_cls": 0.20577373134437948, "loss_mask": 0.24544672761112452, "loss_rpn_cls": 0.04935862816637382, "loss_rpn_loc": 0.07431804074440151, "loss_sem_seg": 0.3096373141743243, "lr": 0.02, "mask_rcnn/accuracy": 0.8919716244846907, "mask_rcnn/false_negative": 0.07685304362725393, "mask_rcnn/false_positive": 0.12804517294318224, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5700039970033686, "total_loss": 1.125192400686501} {"data_time": 0.012149762005719822, "eta_seconds": 41763.212913937336, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.3853932584269663, "fast_rcnn/fg_cls_accuracy": 0.598828125, "iteration": 196059, "loss_box_reg": 0.24517850810661912, "loss_cls": 0.22058590408414602, "loss_mask": 0.2599449958652258, "loss_rpn_cls": 0.05472492519766092, "loss_rpn_loc": 0.0818961604963988, "loss_sem_seg": 0.34900783840566874, "lr": 0.02, "mask_rcnn/accuracy": 0.8821321567131317, "mask_rcnn/false_negative": 0.11248933577819485, "mask_rcnn/false_positive": 0.13561575153738495, "roi_head/num_bg_samples": 432.5, "roi_head/num_fg_samples": 79.5, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.5651061704993481, "total_loss": 1.2367339100455865} {"data_time": 0.012493090005591512, "eta_seconds": 41739.5375569381, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.365734011627907, "fast_rcnn/fg_cls_accuracy": 0.5915020562259826, "iteration": 196079, "loss_box_reg": 0.21597198210656643, "loss_cls": 0.2066327896900475, "loss_mask": 0.2500072456896305, "loss_rpn_cls": 0.03663734448491596, "loss_rpn_loc": 0.05804761277977377, "loss_sem_seg": 0.30417601903900504, "lr": 0.02, "mask_rcnn/accuracy": 0.8962544436177249, "mask_rcnn/false_negative": 0.08880869909678284, "mask_rcnn/false_positive": 0.1266229354210216, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5534733515014523, "total_loss": 1.1178964574501151} {"data_time": 0.013011039496632293, "eta_seconds": 41720.14141103789, "fast_rcnn/cls_accuracy": 0.95556640625, "fast_rcnn/false_negative": 0.24981398809523808, "fast_rcnn/fg_cls_accuracy": 0.7015165441176471, "iteration": 196099, "loss_box_reg": 0.23585505178198218, "loss_cls": 0.21018224395811558, "loss_mask": 0.2557629495859146, "loss_rpn_cls": 0.04471626546001062, "loss_rpn_loc": 0.07163162325741723, "loss_sem_seg": 0.31061224080622196, "lr": 0.02, "mask_rcnn/accuracy": 0.8979404261704682, "mask_rcnn/false_negative": 0.08096422727107994, "mask_rcnn/false_positive": 0.1275182595311597, "roi_head/num_bg_samples": 466.0, "roi_head/num_fg_samples": 46.0, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5729964114943868, "total_loss": 1.1467961417220067} {"data_time": 0.012126954497944098, "eta_seconds": 41702.9726195722, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.3380253766851705, "fast_rcnn/fg_cls_accuracy": 0.5581784893459546, "iteration": 196119, "loss_box_reg": 0.2435664152726531, "loss_cls": 0.2272384548559785, "loss_mask": 0.2601493797264993, "loss_rpn_cls": 0.04333914472954348, "loss_rpn_loc": 0.06746283487882465, "loss_sem_seg": 0.2934395922347903, "lr": 0.02, "mask_rcnn/accuracy": 0.8973907524886788, "mask_rcnn/false_negative": 0.085487374869054, "mask_rcnn/false_positive": 0.1253656869467657, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.5624354515020968, "total_loss": 1.1469998585816938} {"data_time": 0.012322000999120064, "eta_seconds": 41697.5597726779, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.27584310850439886, "fast_rcnn/fg_cls_accuracy": 0.6370869033047736, "iteration": 196139, "loss_box_reg": 0.22408050927333534, "loss_cls": 0.20673407474532723, "loss_mask": 0.25011276360601187, "loss_rpn_cls": 0.043175059341592714, "loss_rpn_loc": 0.07764441060135141, "loss_sem_seg": 0.3160765115171671, "lr": 0.02, "mask_rcnn/accuracy": 0.9098464832361516, "mask_rcnn/false_negative": 0.08220456995397811, "mask_rcnn/false_positive": 0.09816256224376887, "roi_head/num_bg_samples": 464.75, "roi_head/num_fg_samples": 47.25, "rpn/num_neg_anchors": 240.75, "rpn/num_pos_anchors": 15.25, "time": 0.566157707500679, "total_loss": 1.1305489334918093} {"data_time": 0.01208431849227054, "eta_seconds": 41698.89875488577, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.31508745863442966, "fast_rcnn/fg_cls_accuracy": 0.6715114475398647, "iteration": 196159, "loss_box_reg": 0.23209441732615232, "loss_cls": 0.21953937876969576, "loss_mask": 0.25200174003839493, "loss_rpn_cls": 0.041582131751056295, "loss_rpn_loc": 0.07548571669030935, "loss_sem_seg": 0.3100093640387058, "lr": 0.02, "mask_rcnn/accuracy": 0.891814355636833, "mask_rcnn/false_negative": 0.09557557687339444, "mask_rcnn/false_positive": 0.1171195999577157, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 0.5688342575012939, "total_loss": 1.1336984649169608} {"data_time": 0.011790230491897091, "eta_seconds": 41683.07249618819, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.3665538635081782, "fast_rcnn/fg_cls_accuracy": 0.5826583144328041, "iteration": 196179, "loss_box_reg": 0.23082684352993965, "loss_cls": 0.2124821161851287, "loss_mask": 0.2594865649007261, "loss_rpn_cls": 0.04196366874384694, "loss_rpn_loc": 0.08376070001395419, "loss_sem_seg": 0.31635656487196684, "lr": 0.02, "mask_rcnn/accuracy": 0.8889157510695096, "mask_rcnn/false_negative": 0.07999803408153641, "mask_rcnn/false_positive": 0.14157897508199205, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.5538437710056314, "total_loss": 1.1134756990650203} {"data_time": 0.013762889502686448, "eta_seconds": 41678.25279119101, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.3051420007861635, "fast_rcnn/fg_cls_accuracy": 0.671782839638935, "iteration": 196199, "loss_box_reg": 0.20575697044841945, "loss_cls": 0.190802498254925, "loss_mask": 0.24613476358354092, "loss_rpn_cls": 0.044119109923485667, "loss_rpn_loc": 0.06963307940168306, "loss_sem_seg": 0.31154895992949605, "lr": 0.02, "mask_rcnn/accuracy": 0.9119330492561029, "mask_rcnn/false_negative": 0.07112746634871153, "mask_rcnn/false_positive": 0.10917109311316157, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5723603485093918, "total_loss": 1.0605711547395913} {"data_time": 0.013289418995555025, "eta_seconds": 41696.380964965436, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.35891430973398186, "fast_rcnn/fg_cls_accuracy": 0.5666320326329561, "iteration": 196219, "loss_box_reg": 0.23729831352829933, "loss_cls": 0.2261190894059837, "loss_mask": 0.2578408373519778, "loss_rpn_cls": 0.044936632970348, "loss_rpn_loc": 0.0865980415546801, "loss_sem_seg": 0.30837501818314195, "lr": 0.02, "mask_rcnn/accuracy": 0.8860720210215234, "mask_rcnn/false_negative": 0.08937777821246472, "mask_rcnn/false_positive": 0.11967790026281831, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 236.0, "rpn/num_pos_anchors": 20.0, "time": 0.5696915165026439, "total_loss": 1.1590040128794499} {"data_time": 0.011956704496697057, "eta_seconds": 41649.19345973825, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.3702956989247312, "fast_rcnn/fg_cls_accuracy": 0.620855614973262, "iteration": 196239, "loss_box_reg": 0.23570718197152019, "loss_cls": 0.2168151894584298, "loss_mask": 0.25969376415014267, "loss_rpn_cls": 0.03625700296834111, "loss_rpn_loc": 0.07922898518154398, "loss_sem_seg": 0.2947049103677273, "lr": 0.02, "mask_rcnn/accuracy": 0.873545725108225, "mask_rcnn/false_negative": 0.10962813502090998, "mask_rcnn/false_positive": 0.153268915589457, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.5606144824996591, "total_loss": 1.1268171937554143} {"data_time": 0.012592357998073567, "eta_seconds": 41637.90044758827, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.31417004048582997, "fast_rcnn/fg_cls_accuracy": 0.6063630315127321, "iteration": 196259, "loss_box_reg": 0.22001149179413915, "loss_cls": 0.19071852648630738, "loss_mask": 0.2414989797398448, "loss_rpn_cls": 0.03444654714257922, "loss_rpn_loc": 0.0739131080918014, "loss_sem_seg": 0.2793432301841676, "lr": 0.02, "mask_rcnn/accuracy": 0.886600548402994, "mask_rcnn/false_negative": 0.09681774809404209, "mask_rcnn/false_positive": 0.13355614405523297, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5675166454966529, "total_loss": 1.0425989180075703} {"data_time": 0.012620711502677295, "eta_seconds": 41609.846155103834, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.39212101063829785, "fast_rcnn/fg_cls_accuracy": 0.5882313063521117, "iteration": 196279, "loss_box_reg": 0.23267013300210238, "loss_cls": 0.21363136474974453, "loss_mask": 0.2570364447310567, "loss_rpn_cls": 0.04007010371424258, "loss_rpn_loc": 0.06850027194013819, "loss_sem_seg": 0.33217931748367846, "lr": 0.02, "mask_rcnn/accuracy": 0.8868467841682128, "mask_rcnn/false_negative": 0.0861736851458725, "mask_rcnn/false_positive": 0.13314798844132852, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5534895035088994, "total_loss": 1.1623621847829781} {"data_time": 0.012189188499178272, "eta_seconds": 41619.83907495614, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.33446465503526546, "fast_rcnn/fg_cls_accuracy": 0.6400863569886481, "iteration": 196299, "loss_box_reg": 0.23045044718310237, "loss_cls": 0.22211718605831265, "loss_mask": 0.2477758890017867, "loss_rpn_cls": 0.04558431380428374, "loss_rpn_loc": 0.06256100034806877, "loss_sem_seg": 0.2875570843461901, "lr": 0.02, "mask_rcnn/accuracy": 0.8877612189579752, "mask_rcnn/false_negative": 0.08498433385889587, "mask_rcnn/false_positive": 0.147984707457674, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5751035229986883, "total_loss": 1.160444095497951} {"data_time": 0.012720066006295383, "eta_seconds": 41587.2692252439, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.2991836734693878, "fast_rcnn/fg_cls_accuracy": 0.6561461794019934, "iteration": 196319, "loss_box_reg": 0.2454628930427134, "loss_cls": 0.20953865395858884, "loss_mask": 0.2534749396145344, "loss_rpn_cls": 0.046395817858865485, "loss_rpn_loc": 0.07605854695430025, "loss_sem_seg": 0.3238901305012405, "lr": 0.02, "mask_rcnn/accuracy": 0.8941539115646259, "mask_rcnn/false_negative": 0.10519034729087796, "mask_rcnn/false_positive": 0.11756456820545809, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5593292310077231, "total_loss": 1.2093059937469661} {"data_time": 0.012395703997754026, "eta_seconds": 41599.18942632106, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.37164036346245816, "fast_rcnn/fg_cls_accuracy": 0.5881374722838137, "iteration": 196339, "loss_box_reg": 0.2174148380290717, "loss_cls": 0.196864340279717, "loss_mask": 0.2379431091248989, "loss_rpn_cls": 0.03793192151351832, "loss_rpn_loc": 0.07944624326773919, "loss_sem_seg": 0.3070909627713263, "lr": 0.02, "mask_rcnn/accuracy": 0.8835726660794188, "mask_rcnn/false_negative": 0.10876459727714144, "mask_rcnn/false_positive": 0.10898119600149893, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.5651611584980856, "total_loss": 1.1034008435090072} {"data_time": 0.013023473999055568, "eta_seconds": 41611.53467252585, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.3751521298174442, "fast_rcnn/fg_cls_accuracy": 0.579250919117647, "iteration": 196359, "loss_box_reg": 0.22952288761734962, "loss_cls": 0.2164454278536141, "loss_mask": 0.2532116072252393, "loss_rpn_cls": 0.04470038523140829, "loss_rpn_loc": 0.07795682869618759, "loss_sem_seg": 0.33449599239975214, "lr": 0.02, "mask_rcnn/accuracy": 0.8874720464484496, "mask_rcnn/false_negative": 0.10145474943257615, "mask_rcnn/false_positive": 0.12792395320566194, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.5732643165029003, "total_loss": 1.1869443512405269} {"data_time": 0.013122768003086094, "eta_seconds": 41623.45700960083, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.3553366174055829, "fast_rcnn/fg_cls_accuracy": 0.619189299155732, "iteration": 196379, "loss_box_reg": 0.21754310932010412, "loss_cls": 0.21393807721324265, "loss_mask": 0.24961139354854822, "loss_rpn_cls": 0.04048019155743532, "loss_rpn_loc": 0.07356397085823119, "loss_sem_seg": 0.3197129643522203, "lr": 0.02, "mask_rcnn/accuracy": 0.8871729019476643, "mask_rcnn/false_negative": 0.1019769463214295, "mask_rcnn/false_positive": 0.12788475111468492, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5723690415034071, "total_loss": 1.1197471031919122} {"data_time": 0.011786772498453502, "eta_seconds": 41612.14951391085, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.296465802186626, "fast_rcnn/fg_cls_accuracy": 0.659865242817188, "iteration": 196399, "loss_box_reg": 0.22118729166686535, "loss_cls": 0.19239984941668808, "loss_mask": 0.2424174197949469, "loss_rpn_cls": 0.04698784090578556, "loss_rpn_loc": 0.07492827557143755, "loss_sem_seg": 0.31218853092286736, "lr": 0.02, "mask_rcnn/accuracy": 0.8975078574658248, "mask_rcnn/false_negative": 0.08257449352206914, "mask_rcnn/false_positive": 0.1329708885041757, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5705728410030133, "total_loss": 1.1349774634290952} {"data_time": 0.01315896100277314, "eta_seconds": 41593.74042167007, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.2786377708978328, "fast_rcnn/fg_cls_accuracy": 0.664133596022141, "iteration": 196419, "loss_box_reg": 0.22094606538303196, "loss_cls": 0.20494693098589778, "loss_mask": 0.26136854384094477, "loss_rpn_cls": 0.04637687842478044, "loss_rpn_loc": 0.07861342537216842, "loss_sem_seg": 0.3115030233748257, "lr": 0.02, "mask_rcnn/accuracy": 0.8909003777714193, "mask_rcnn/false_negative": 0.07923262871861965, "mask_rcnn/false_positive": 0.13130234396810392, "roi_head/num_bg_samples": 464.0, "roi_head/num_fg_samples": 48.0, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 0.5618054259975906, "total_loss": 1.1510246164980344} {"data_time": 0.01251141499960795, "eta_seconds": 41566.32992552619, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.32506265664160405, "fast_rcnn/fg_cls_accuracy": 0.6528798411122145, "iteration": 196439, "loss_box_reg": 0.20682232768740505, "loss_cls": 0.18858259147964418, "loss_mask": 0.23819937324151397, "loss_rpn_cls": 0.03418841207167134, "loss_rpn_loc": 0.04886337331845425, "loss_sem_seg": 0.3315712632611394, "lr": 0.02, "mask_rcnn/accuracy": 0.8889200380110516, "mask_rcnn/false_negative": 0.09401287062830965, "mask_rcnn/false_positive": 0.11112094990511401, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5602579959959257, "total_loss": 1.0562705816701055} {"data_time": 0.012422667001374066, "eta_seconds": 41591.85303437603, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.3301563095691956, "fast_rcnn/fg_cls_accuracy": 0.5897419902185848, "iteration": 196459, "loss_box_reg": 0.23481617285870016, "loss_cls": 0.21629622508771718, "loss_mask": 0.24831119365990162, "loss_rpn_cls": 0.03996460256166756, "loss_rpn_loc": 0.0855128062539734, "loss_sem_seg": 0.31185704516246915, "lr": 0.02, "mask_rcnn/accuracy": 0.8901968266658978, "mask_rcnn/false_negative": 0.09181061045387041, "mask_rcnn/false_positive": 0.14520083758973779, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5787689645003411, "total_loss": 1.1486566584535467} {"data_time": 0.01306212199415313, "eta_seconds": 41580.541832996016, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.32769483632379126, "fast_rcnn/fg_cls_accuracy": 0.6408730158730158, "iteration": 196479, "loss_box_reg": 0.25497150234878063, "loss_cls": 0.20892208977602422, "loss_mask": 0.25026669492945075, "loss_rpn_cls": 0.039997394211241044, "loss_rpn_loc": 0.07569946523290128, "loss_sem_seg": 0.3126309928484261, "lr": 0.02, "mask_rcnn/accuracy": 0.9027216276003155, "mask_rcnn/false_negative": 0.08869395670530965, "mask_rcnn/false_positive": 0.12020949722993673, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5727638960015611, "total_loss": 1.1751819958444685} {"data_time": 0.01249970950448187, "eta_seconds": 41572.692455070835, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.40077410274454606, "fast_rcnn/fg_cls_accuracy": 0.5671869625043, "iteration": 196499, "loss_box_reg": 0.2331808302551508, "loss_cls": 0.2255948092788458, "loss_mask": 0.2602171404287219, "loss_rpn_cls": 0.04860364820342511, "loss_rpn_loc": 0.0739336819970049, "loss_sem_seg": 0.3330108365043998, "lr": 0.02, "mask_rcnn/accuracy": 0.8747463299674321, "mask_rcnn/false_negative": 0.11156024518602417, "mask_rcnn/false_positive": 0.1493051128345937, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 202.25, "rpn/num_pos_anchors": 53.75, "time": 0.5550672124954872, "total_loss": 1.17662729480071} {"data_time": 0.011853300500661135, "eta_seconds": 41561.38031171086, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.3841137123745819, "fast_rcnn/fg_cls_accuracy": 0.5869409660107334, "iteration": 196519, "loss_box_reg": 0.22532589151524007, "loss_cls": 0.2097545771393925, "loss_mask": 0.25694537721574306, "loss_rpn_cls": 0.042611605204001535, "loss_rpn_loc": 0.07329792514792643, "loss_sem_seg": 0.33190098917111754, "lr": 0.02, "mask_rcnn/accuracy": 0.8754775460909001, "mask_rcnn/false_negative": 0.09602012375123516, "mask_rcnn/false_positive": 0.14563824383161908, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5594759730010992, "total_loss": 1.1562914041569456} {"data_time": 0.012013332489004824, "eta_seconds": 41545.42337632313, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.36143640425099843, "fast_rcnn/fg_cls_accuracy": 0.5907308377896614, "iteration": 196539, "loss_box_reg": 0.23358899308368564, "loss_cls": 0.21254273364320397, "loss_mask": 0.2517367070540786, "loss_rpn_cls": 0.042979612728231587, "loss_rpn_loc": 0.06713212444446981, "loss_sem_seg": 0.3255384764634073, "lr": 0.02, "mask_rcnn/accuracy": 0.8939408532946134, "mask_rcnn/false_negative": 0.0740573560689622, "mask_rcnn/false_positive": 0.12621076182789737, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 235.5, "rpn/num_pos_anchors": 20.5, "time": 0.5533982170018135, "total_loss": 1.1647334316803608} {"data_time": 0.012955526995938271, "eta_seconds": 41534.112497523136, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.31247378575622853, "fast_rcnn/fg_cls_accuracy": 0.671042697760255, "iteration": 196559, "loss_box_reg": 0.21800994407385588, "loss_cls": 0.19215788249857724, "loss_mask": 0.245344502851367, "loss_rpn_cls": 0.03414673340739682, "loss_rpn_loc": 0.07486986226285808, "loss_sem_seg": 0.29937682999297976, "lr": 0.02, "mask_rcnn/accuracy": 0.8961090361095063, "mask_rcnn/false_negative": 0.08953582182349482, "mask_rcnn/false_positive": 0.12885105619324183, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5675961634988198, "total_loss": 1.1009548873989843} {"data_time": 0.013463917995977681, "eta_seconds": 41503.96938894515, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.3625271352646156, "fast_rcnn/fg_cls_accuracy": 0.5927806644622894, "iteration": 196579, "loss_box_reg": 0.25231107720173895, "loss_cls": 0.20495377155020833, "loss_mask": 0.26001829095184803, "loss_rpn_cls": 0.042160244716797024, "loss_rpn_loc": 0.08567049831617624, "loss_sem_seg": 0.33061161171644926, "lr": 0.02, "mask_rcnn/accuracy": 0.883581402658046, "mask_rcnn/false_negative": 0.09451929880471974, "mask_rcnn/false_positive": 0.1249093662065883, "roi_head/num_bg_samples": 429.75, "roi_head/num_fg_samples": 82.25, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.5595082365034614, "total_loss": 1.190292498577037} {"data_time": 0.01198177300102543, "eta_seconds": 41485.090601930184, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.29956726986624704, "fast_rcnn/fg_cls_accuracy": 0.6437407224146462, "iteration": 196599, "loss_box_reg": 0.22420361870899796, "loss_cls": 0.19597436161711812, "loss_mask": 0.25595488026738167, "loss_rpn_cls": 0.044737612013705075, "loss_rpn_loc": 0.08406310027930886, "loss_sem_seg": 0.3060038350522518, "lr": 0.02, "mask_rcnn/accuracy": 0.8923229548229548, "mask_rcnn/false_negative": 0.10113775532113267, "mask_rcnn/false_positive": 0.11653212779817723, "roi_head/num_bg_samples": 431.75, "roi_head/num_fg_samples": 80.25, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.5541530814953148, "total_loss": 1.135423094034195} {"data_time": 0.012313814004301094, "eta_seconds": 41477.44998629972, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.294228855721393, "fast_rcnn/fg_cls_accuracy": 0.5437485200094719, "iteration": 196619, "loss_box_reg": 0.22335774102248251, "loss_cls": 0.21740820340346545, "loss_mask": 0.2559159630909562, "loss_rpn_cls": 0.03662156529026106, "loss_rpn_loc": 0.06584860710427165, "loss_sem_seg": 0.32541305385529995, "lr": 0.02, "mask_rcnn/accuracy": 0.8892505277973258, "mask_rcnn/false_negative": 0.09014816909814012, "mask_rcnn/false_positive": 0.12786817079971197, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5686428864937625, "total_loss": 1.157405973834102} {"data_time": 0.011747710006602574, "eta_seconds": 41485.9045743287, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.39502294580419584, "fast_rcnn/fg_cls_accuracy": 0.5617378048780488, "iteration": 196639, "loss_box_reg": 0.24319380428642035, "loss_cls": 0.21879687486216426, "loss_mask": 0.25056503992527723, "loss_rpn_cls": 0.03679692617879482, "loss_rpn_loc": 0.06947042781393975, "loss_sem_seg": 0.29170911898836493, "lr": 0.02, "mask_rcnn/accuracy": 0.8893504906670766, "mask_rcnn/false_negative": 0.08064311917980987, "mask_rcnn/false_positive": 0.13600837080859424, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5787024615055998, "total_loss": 1.1274840424011927} {"data_time": 0.012444530497305095, "eta_seconds": 41484.265174635926, "fast_rcnn/cls_accuracy": 0.90966796875, "fast_rcnn/false_negative": 0.3169920769666101, "fast_rcnn/fg_cls_accuracy": 0.6657268170426065, "iteration": 196659, "loss_box_reg": 0.2528298432007432, "loss_cls": 0.22054203879088163, "loss_mask": 0.24826959148049355, "loss_rpn_cls": 0.042310275821364485, "loss_rpn_loc": 0.0891152010881342, "loss_sem_seg": 0.2821426712907851, "lr": 0.02, "mask_rcnn/accuracy": 0.8734852938330382, "mask_rcnn/false_negative": 0.10715517368327712, "mask_rcnn/false_positive": 0.1379065165659883, "roi_head/num_bg_samples": 430.75, "roi_head/num_fg_samples": 81.25, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.5847573705032119, "total_loss": 1.1686938554485096} {"data_time": 0.012877000001026317, "eta_seconds": 41470.88316483107, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.36754877167630057, "fast_rcnn/fg_cls_accuracy": 0.6015982816892511, "iteration": 196679, "loss_box_reg": 0.23377219354733825, "loss_cls": 0.2268265609163791, "loss_mask": 0.24670831393450499, "loss_rpn_cls": 0.04212266966351308, "loss_rpn_loc": 0.07144182291813195, "loss_sem_seg": 0.3258565850555897, "lr": 0.02, "mask_rcnn/accuracy": 0.8846540779368746, "mask_rcnn/false_negative": 0.07979355762823226, "mask_rcnn/false_positive": 0.14221118735659224, "roi_head/num_bg_samples": 430.75, "roi_head/num_fg_samples": 81.25, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5717247499997029, "total_loss": 1.1689960415824316} {"data_time": 0.012972517011803575, "eta_seconds": 41461.63975901594, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.30916129032258066, "fast_rcnn/fg_cls_accuracy": 0.6226060606060606, "iteration": 196699, "loss_box_reg": 0.2224808313185349, "loss_cls": 0.20862472103908658, "loss_mask": 0.2505874754860997, "loss_rpn_cls": 0.041024734877282754, "loss_rpn_loc": 0.06758008420001715, "loss_sem_seg": 0.3401882923208177, "lr": 0.02, "mask_rcnn/accuracy": 0.8933015360399479, "mask_rcnn/false_negative": 0.10402673727545611, "mask_rcnn/false_positive": 0.11170160939169278, "roi_head/num_bg_samples": 430.25, "roi_head/num_fg_samples": 81.75, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5675721090010484, "total_loss": 1.1367741180001758} {"data_time": 0.012833928005420603, "eta_seconds": 41450.327051205946, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.4082597373188406, "fast_rcnn/fg_cls_accuracy": 0.5334740787572254, "iteration": 196719, "loss_box_reg": 0.22940463852137327, "loss_cls": 0.22636200254783034, "loss_mask": 0.25802471581846476, "loss_rpn_cls": 0.040246290707727894, "loss_rpn_loc": 0.0955375813646242, "loss_sem_seg": 0.3317396139027551, "lr": 0.02, "mask_rcnn/accuracy": 0.8746449913957678, "mask_rcnn/false_negative": 0.0926348944052311, "mask_rcnn/false_positive": 0.14302609110304593, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5706227304981439, "total_loss": 1.1699145524180494} {"data_time": 0.012266391000594012, "eta_seconds": 41456.285623996155, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.38697916666666665, "fast_rcnn/fg_cls_accuracy": 0.6071614583333333, "iteration": 196739, "loss_box_reg": 0.19763033697381616, "loss_cls": 0.18256646022200584, "loss_mask": 0.2587661980651319, "loss_rpn_cls": 0.03326533315703273, "loss_rpn_loc": 0.06699010205920786, "loss_sem_seg": 0.3490066695958376, "lr": 0.02, "mask_rcnn/accuracy": 0.8770645870559242, "mask_rcnn/false_negative": 0.10167837450030591, "mask_rcnn/false_positive": 0.16016875056446522, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5743274994965759, "total_loss": 1.0280854884767905} {"data_time": 0.013629220506118145, "eta_seconds": 41418.04415054877, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.3407861521817526, "fast_rcnn/fg_cls_accuracy": 0.6239453357100415, "iteration": 196759, "loss_box_reg": 0.22432316630147398, "loss_cls": 0.21313667437061667, "loss_mask": 0.24461258063092828, "loss_rpn_cls": 0.037079403569805436, "loss_rpn_loc": 0.06701055317535065, "loss_sem_seg": 0.3259579539299011, "lr": 0.02, "mask_rcnn/accuracy": 0.8963456572087525, "mask_rcnn/false_negative": 0.08912778747233227, "mask_rcnn/false_positive": 0.11943038379838279, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.56139362599788, "total_loss": 1.1226944551744964} {"data_time": 0.012366800503514241, "eta_seconds": 41412.21756426144, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.333581790034975, "fast_rcnn/fg_cls_accuracy": 0.5848915989159891, "iteration": 196779, "loss_box_reg": 0.21958226873539388, "loss_cls": 0.21206645434722304, "loss_mask": 0.24547018576413393, "loss_rpn_cls": 0.04256250278558582, "loss_rpn_loc": 0.060416628868551925, "loss_sem_seg": 0.3285791012458503, "lr": 0.02, "mask_rcnn/accuracy": 0.8902565042930491, "mask_rcnn/false_negative": 0.0867648115053837, "mask_rcnn/false_positive": 0.12774115152880894, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5651191689976258, "total_loss": 1.142264287773287} {"data_time": 0.012872810999397188, "eta_seconds": 41405.07621996597, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.36485242211877844, "fast_rcnn/fg_cls_accuracy": 0.5993349640727718, "iteration": 196799, "loss_box_reg": 0.2364673581905663, "loss_cls": 0.21809264551848173, "loss_mask": 0.2504870635457337, "loss_rpn_cls": 0.048958626692183316, "loss_rpn_loc": 0.0821134599391371, "loss_sem_seg": 0.3462036685086787, "lr": 0.02, "mask_rcnn/accuracy": 0.8854023361387608, "mask_rcnn/false_negative": 0.09099231629804409, "mask_rcnn/false_positive": 0.12864354305340167, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5759721640060889, "total_loss": 1.1616137633682229} {"data_time": 0.012440480008081067, "eta_seconds": 41392.18763272778, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.45216346153846154, "fast_rcnn/fg_cls_accuracy": 0.5113884342607746, "iteration": 196819, "loss_box_reg": 0.21783266961574554, "loss_cls": 0.19419737090356648, "loss_mask": 0.258583209477365, "loss_rpn_cls": 0.034748570644296706, "loss_rpn_loc": 0.07245291012804955, "loss_sem_seg": 0.36821995861828327, "lr": 0.02, "mask_rcnn/accuracy": 0.8756074815633033, "mask_rcnn/false_negative": 0.11562445106342734, "mask_rcnn/false_positive": 0.1525825065894561, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5670034759968985, "total_loss": 1.163152030465426} {"data_time": 0.011868727000546642, "eta_seconds": 41399.69850994639, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.3390714145189848, "fast_rcnn/fg_cls_accuracy": 0.5866860121975211, "iteration": 196839, "loss_box_reg": 0.22410301957279444, "loss_cls": 0.21762245008721948, "loss_mask": 0.25288168247789145, "loss_rpn_cls": 0.03580853150924668, "loss_rpn_loc": 0.0767946660052985, "loss_sem_seg": 0.3030769741162658, "lr": 0.02, "mask_rcnn/accuracy": 0.9166659866665579, "mask_rcnn/false_negative": 0.07618378794858702, "mask_rcnn/false_positive": 0.10584276093934505, "roi_head/num_bg_samples": 465.5, "roi_head/num_fg_samples": 46.5, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5725686055011465, "total_loss": 1.1434085587970912} {"data_time": 0.012275332497665659, "eta_seconds": 41369.56307846767, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.35132296161707927, "fast_rcnn/fg_cls_accuracy": 0.6166774054982818, "iteration": 196859, "loss_box_reg": 0.2295159175992012, "loss_cls": 0.1978549319319427, "loss_mask": 0.2443231688812375, "loss_rpn_cls": 0.035177415164071135, "loss_rpn_loc": 0.07484717853367329, "loss_sem_seg": 0.2932515903376043, "lr": 0.02, "mask_rcnn/accuracy": 0.898787868406452, "mask_rcnn/false_negative": 0.09068660749683001, "mask_rcnn/false_positive": 0.12476398033260441, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.5615959110000404, "total_loss": 1.0953632788878167} {"data_time": 0.012415412500558887, "eta_seconds": 41355.65972216114, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.24066645271715875, "fast_rcnn/fg_cls_accuracy": 0.7155988350928285, "iteration": 196879, "loss_box_reg": 0.23300210782326758, "loss_cls": 0.19934562919661403, "loss_mask": 0.257475642953068, "loss_rpn_cls": 0.041842625418212265, "loss_rpn_loc": 0.07786466227844357, "loss_sem_seg": 0.294678614474833, "lr": 0.02, "mask_rcnn/accuracy": 0.9064097590944966, "mask_rcnn/false_negative": 0.0753528557870547, "mask_rcnn/false_positive": 0.10633063848401775, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5676156284971512, "total_loss": 1.1069364910945296} {"data_time": 0.011162418995809276, "eta_seconds": 41344.34815374108, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.2771732172577135, "fast_rcnn/fg_cls_accuracy": 0.6266924564796905, "iteration": 196899, "loss_box_reg": 0.21170855220407248, "loss_cls": 0.19317133468575776, "loss_mask": 0.25062273535877466, "loss_rpn_cls": 0.03914576457464136, "loss_rpn_loc": 0.07892457052366808, "loss_sem_seg": 0.3225403339602053, "lr": 0.02, "mask_rcnn/accuracy": 0.8934397916173845, "mask_rcnn/false_negative": 0.08455451842185815, "mask_rcnn/false_positive": 0.14828104552960433, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5518217685021227, "total_loss": 1.1070015420264099} {"data_time": 0.012802621502487455, "eta_seconds": 41335.626247077504, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.29436065810362244, "fast_rcnn/fg_cls_accuracy": 0.6448642192607493, "iteration": 196919, "loss_box_reg": 0.23739316733554006, "loss_cls": 0.22344011766836047, "loss_mask": 0.2637439714744687, "loss_rpn_cls": 0.05267703923891531, "loss_rpn_loc": 0.09005838888697326, "loss_sem_seg": 0.32951974449679255, "lr": 0.02, "mask_rcnn/accuracy": 0.8884228247512023, "mask_rcnn/false_negative": 0.08385453787784847, "mask_rcnn/false_positive": 0.11756753218968008, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5707039859989891, "total_loss": 1.2176403396879323} {"data_time": 0.012937075007357635, "eta_seconds": 41310.37455221451, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.3435496794871795, "fast_rcnn/fg_cls_accuracy": 0.6408253205128205, "iteration": 196939, "loss_box_reg": 0.21741363918408751, "loss_cls": 0.19364488369319588, "loss_mask": 0.24653455801308155, "loss_rpn_cls": 0.04241163594997488, "loss_rpn_loc": 0.07383121593738906, "loss_sem_seg": 0.3209320427849889, "lr": 0.02, "mask_rcnn/accuracy": 0.893163455939441, "mask_rcnn/false_negative": 0.0995045664285486, "mask_rcnn/false_positive": 0.111242197837461, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.5608102175028762, "total_loss": 1.110632652475033} {"data_time": 0.012691673502558842, "eta_seconds": 41299.06609091444, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.3167273116438356, "fast_rcnn/fg_cls_accuracy": 0.6735070633561644, "iteration": 196959, "loss_box_reg": 0.2506320176180452, "loss_cls": 0.22296870732679963, "loss_mask": 0.26348104141652584, "loss_rpn_cls": 0.03924469253979623, "loss_rpn_loc": 0.07166213958407752, "loss_sem_seg": 0.3309255614876747, "lr": 0.02, "mask_rcnn/accuracy": 0.8990388022196059, "mask_rcnn/false_negative": 0.10510314482922917, "mask_rcnn/false_positive": 0.11289975774080507, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5669264609969105, "total_loss": 1.1771634528413415} {"data_time": 0.012455535994376987, "eta_seconds": 41293.6333736189, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.35167314801478705, "fast_rcnn/fg_cls_accuracy": 0.6123798076923077, "iteration": 196979, "loss_box_reg": 0.22987880883738399, "loss_cls": 0.21254795626737177, "loss_mask": 0.2519698045216501, "loss_rpn_cls": 0.039916451220051385, "loss_rpn_loc": 0.07343188686354551, "loss_sem_seg": 0.323732927441597, "lr": 0.02, "mask_rcnn/accuracy": 0.880756657716278, "mask_rcnn/false_negative": 0.09864812303133433, "mask_rcnn/false_positive": 0.14905866016827185, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5678903430016362, "total_loss": 1.1393850682652555} {"data_time": 0.011935313494177535, "eta_seconds": 41282.32330298891, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.3173788493673908, "fast_rcnn/fg_cls_accuracy": 0.6422385260370698, "iteration": 196999, "loss_box_reg": 0.23875229572877288, "loss_cls": 0.22087723726872355, "loss_mask": 0.2534288694150746, "loss_rpn_cls": 0.03963352629216388, "loss_rpn_loc": 0.08929323958000168, "loss_sem_seg": 0.3095102524384856, "lr": 0.02, "mask_rcnn/accuracy": 0.8930398153579614, "mask_rcnn/false_negative": 0.09286060225211314, "mask_rcnn/false_positive": 0.11717275038757687, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.5674974965004367, "total_loss": 1.1276452457823325} {"data_time": 0.012657321007282007, "eta_seconds": 41277.8877508148, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.3468572629808703, "fast_rcnn/fg_cls_accuracy": 0.5905045658566785, "iteration": 197019, "loss_box_reg": 0.21366458293050528, "loss_cls": 0.1957118766149506, "loss_mask": 0.25743079744279385, "loss_rpn_cls": 0.03774532815441489, "loss_rpn_loc": 0.07979432019055821, "loss_sem_seg": 0.3120015491731465, "lr": 0.02, "mask_rcnn/accuracy": 0.8928820116186853, "mask_rcnn/false_negative": 0.09924611719924764, "mask_rcnn/false_positive": 0.13509059550123267, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5614291330057313, "total_loss": 1.1004523481315118} {"data_time": 0.011729487501725089, "eta_seconds": 41266.57579626476, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.2791666666666667, "fast_rcnn/fg_cls_accuracy": 0.6945945945945946, "iteration": 197039, "loss_box_reg": 0.23656268045306206, "loss_cls": 0.21168362582102418, "loss_mask": 0.24900119472295046, "loss_rpn_cls": 0.04156998486723751, "loss_rpn_loc": 0.06846926838625222, "loss_sem_seg": 0.3444859590381384, "lr": 0.02, "mask_rcnn/accuracy": 0.9053338817411023, "mask_rcnn/false_negative": 0.08336828389695403, "mask_rcnn/false_positive": 0.10467647722534439, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5706909959990298, "total_loss": 1.1577548758941703} {"data_time": 0.012389174495183397, "eta_seconds": 41258.77974356573, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.2865869557119976, "fast_rcnn/fg_cls_accuracy": 0.7000613920650756, "iteration": 197059, "loss_box_reg": 0.24122416554018855, "loss_cls": 0.19991289032623172, "loss_mask": 0.2590658818371594, "loss_rpn_cls": 0.04260981717379764, "loss_rpn_loc": 0.0698953804676421, "loss_sem_seg": 0.34008410247042775, "lr": 0.02, "mask_rcnn/accuracy": 0.894585023879541, "mask_rcnn/false_negative": 0.09603504688295848, "mask_rcnn/false_positive": 0.13098106997366757, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5648428494969266, "total_loss": 1.1699315190635389} {"data_time": 0.01143878350558225, "eta_seconds": 41249.74327262138, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.31626050420168067, "fast_rcnn/fg_cls_accuracy": 0.6275, "iteration": 197079, "loss_box_reg": 0.22114422940649092, "loss_cls": 0.201770456507802, "loss_mask": 0.23922257404774427, "loss_rpn_cls": 0.039932202140334994, "loss_rpn_loc": 0.08128733362536877, "loss_sem_seg": 0.277891228441149, "lr": 0.02, "mask_rcnn/accuracy": 0.9100494154615488, "mask_rcnn/false_negative": 0.08464042583871749, "mask_rcnn/false_positive": 0.10730153807841533, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 236.5, "rpn/num_pos_anchors": 19.5, "time": 0.5583159680027165, "total_loss": 1.0962579738115892} {"data_time": 0.011992314495728351, "eta_seconds": 41236.15390638578, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.3344049948746622, "fast_rcnn/fg_cls_accuracy": 0.6400966183574879, "iteration": 197099, "loss_box_reg": 0.22762768901884556, "loss_cls": 0.20179325708886608, "loss_mask": 0.2481931415386498, "loss_rpn_cls": 0.04072616535995621, "loss_rpn_loc": 0.07779862475581467, "loss_sem_seg": 0.3113226848654449, "lr": 0.02, "mask_rcnn/accuracy": 0.9054276074654, "mask_rcnn/false_negative": 0.08302996056688693, "mask_rcnn/false_positive": 0.1058501202149471, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5671366160022444, "total_loss": 1.0956378996634157} {"data_time": 0.013143347001459915, "eta_seconds": 41221.32797806461, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3314522821576763, "fast_rcnn/fg_cls_accuracy": 0.5676590330788804, "iteration": 197119, "loss_box_reg": 0.2132751322351396, "loss_cls": 0.20433661283459514, "loss_mask": 0.2404997367411852, "loss_rpn_cls": 0.03724192880326882, "loss_rpn_loc": 0.07757203432265669, "loss_sem_seg": 0.30038461391814053, "lr": 0.02, "mask_rcnn/accuracy": 0.8881183655540696, "mask_rcnn/false_negative": 0.08624271512938655, "mask_rcnn/false_positive": 0.12876557812816988, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5573029594961554, "total_loss": 1.1202238780242624} {"data_time": 0.012510761007433757, "eta_seconds": 41228.06839243761, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.36115345528455284, "fast_rcnn/fg_cls_accuracy": 0.5508835078534031, "iteration": 197139, "loss_box_reg": 0.24577101320028305, "loss_cls": 0.2221776214428246, "loss_mask": 0.25392351765185595, "loss_rpn_cls": 0.03659529289143393, "loss_rpn_loc": 0.07884973209002055, "loss_sem_seg": 0.3291857414878905, "lr": 0.02, "mask_rcnn/accuracy": 0.8910190415451895, "mask_rcnn/false_negative": 0.10116940783116657, "mask_rcnn/false_positive": 0.11074278246070571, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.575525206499151, "total_loss": 1.1667863880866207} {"data_time": 0.012764154496835545, "eta_seconds": 41204.48910082163, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3859126984126984, "fast_rcnn/fg_cls_accuracy": 0.5823412698412698, "iteration": 197159, "loss_box_reg": 0.22897178772836924, "loss_cls": 0.2025892580859363, "loss_mask": 0.25636692298576236, "loss_rpn_cls": 0.04076220607385039, "loss_rpn_loc": 0.06970513029955328, "loss_sem_seg": 0.32815811038017273, "lr": 0.02, "mask_rcnn/accuracy": 0.8919396025887558, "mask_rcnn/false_negative": 0.08930565535875473, "mask_rcnn/false_positive": 0.1344961842392925, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.565140214508574, "total_loss": 1.192405671812594} {"data_time": 0.012728352499834727, "eta_seconds": 41224.14130472199, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.30476020042949176, "fast_rcnn/fg_cls_accuracy": 0.6235294117647059, "iteration": 197179, "loss_box_reg": 0.23307237261906266, "loss_cls": 0.21018632664345205, "loss_mask": 0.26249234238639474, "loss_rpn_cls": 0.03907863861240912, "loss_rpn_loc": 0.07380203354114201, "loss_sem_seg": 0.29189459467306733, "lr": 0.02, "mask_rcnn/accuracy": 0.8927766954384494, "mask_rcnn/false_negative": 0.08786595248068421, "mask_rcnn/false_positive": 0.1210490087384742, "roi_head/num_bg_samples": 468.0, "roi_head/num_fg_samples": 44.0, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5579498609949951, "total_loss": 1.1635410932649393} {"data_time": 0.012662101500609424, "eta_seconds": 41176.08015986446, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.32617652444607215, "fast_rcnn/fg_cls_accuracy": 0.634911188427028, "iteration": 197199, "loss_box_reg": 0.20868321740999818, "loss_cls": 0.2041452918201685, "loss_mask": 0.2531559690833092, "loss_rpn_cls": 0.04562046940554865, "loss_rpn_loc": 0.07435481603897642, "loss_sem_seg": 0.33068319968879223, "lr": 0.02, "mask_rcnn/accuracy": 0.9018941326530612, "mask_rcnn/false_negative": 0.08746427652763572, "mask_rcnn/false_positive": 0.1199573961365498, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 234.75, "rpn/num_pos_anchors": 21.25, "time": 0.5582720265010721, "total_loss": 1.1124771932081785} {"data_time": 0.012252381500729825, "eta_seconds": 41168.27639484593, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.2989438657407407, "fast_rcnn/fg_cls_accuracy": 0.6507969995311768, "iteration": 197219, "loss_box_reg": 0.2258014923427254, "loss_cls": 0.20833620126359165, "loss_mask": 0.24188918014988303, "loss_rpn_cls": 0.037506594555452466, "loss_rpn_loc": 0.07274471211712807, "loss_sem_seg": 0.29696793854236603, "lr": 0.02, "mask_rcnn/accuracy": 0.8994305758017492, "mask_rcnn/false_negative": 0.09630144675827404, "mask_rcnn/false_positive": 0.11979862467885219, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5739900295011466, "total_loss": 1.130473617973621} {"data_time": 0.013183399503759574, "eta_seconds": 41202.49589173359, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.32591768631813123, "fast_rcnn/fg_cls_accuracy": 0.632166768107121, "iteration": 197239, "loss_box_reg": 0.2259026118554175, "loss_cls": 0.21308758738450706, "loss_mask": 0.24897647090256214, "loss_rpn_cls": 0.04001090896781534, "loss_rpn_loc": 0.07751250278670341, "loss_sem_seg": 0.30921204946935177, "lr": 0.02, "mask_rcnn/accuracy": 0.8929797216147146, "mask_rcnn/false_negative": 0.08467242911894007, "mask_rcnn/false_positive": 0.12896301837615964, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 235.25, "rpn/num_pos_anchors": 20.75, "time": 0.5710210210017976, "total_loss": 1.1373748796177097} {"data_time": 0.012971948497579433, "eta_seconds": 41145.650557665984, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.38456375838926177, "fast_rcnn/fg_cls_accuracy": 0.5776092774308653, "iteration": 197259, "loss_box_reg": 0.231546594761312, "loss_cls": 0.21987584559246898, "loss_mask": 0.25623850151896477, "loss_rpn_cls": 0.0500698332907632, "loss_rpn_loc": 0.07628176850266755, "loss_sem_seg": 0.30271086236461997, "lr": 0.02, "mask_rcnn/accuracy": 0.9009793813472815, "mask_rcnn/false_negative": 0.10019044049353706, "mask_rcnn/false_positive": 0.10617872578267683, "roi_head/num_bg_samples": 431.5, "roi_head/num_fg_samples": 80.5, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.5531141594910878, "total_loss": 1.1549161217117216} {"data_time": 0.01299787550669862, "eta_seconds": 41169.73720409693, "fast_rcnn/cls_accuracy": 0.9609375, "fast_rcnn/false_negative": 0.30888157894736845, "fast_rcnn/fg_cls_accuracy": 0.6588366890380313, "iteration": 197279, "loss_box_reg": 0.20545739075168967, "loss_cls": 0.18343798746354878, "loss_mask": 0.24155363161116838, "loss_rpn_cls": 0.04614989401306957, "loss_rpn_loc": 0.07641561407945119, "loss_sem_seg": 0.2824163679033518, "lr": 0.02, "mask_rcnn/accuracy": 0.8980169964327194, "mask_rcnn/false_negative": 0.0813723557144552, "mask_rcnn/false_positive": 0.12075915623064387, "roi_head/num_bg_samples": 473.5, "roi_head/num_fg_samples": 38.5, "rpn/num_neg_anchors": 239.5, "rpn/num_pos_anchors": 16.5, "time": 0.5676793429956888, "total_loss": 1.0641401180473622} {"data_time": 0.01236037149647018, "eta_seconds": 41137.533113718, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3470464135021097, "fast_rcnn/fg_cls_accuracy": 0.6450170785613824, "iteration": 197299, "loss_box_reg": 0.24504246190190315, "loss_cls": 0.21548718004487455, "loss_mask": 0.2520027281716466, "loss_rpn_cls": 0.04185187057009898, "loss_rpn_loc": 0.08461324102245271, "loss_sem_seg": 0.28258390352129936, "lr": 0.02, "mask_rcnn/accuracy": 0.8883794149978492, "mask_rcnn/false_negative": 0.0813292150368086, "mask_rcnn/false_positive": 0.12008560068920308, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5684966105036438, "total_loss": 1.137290505830606} {"data_time": 0.012133303003793117, "eta_seconds": 41175.943018439386, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.3826179451883369, "fast_rcnn/fg_cls_accuracy": 0.6012813522355507, "iteration": 197319, "loss_box_reg": 0.2494007064960897, "loss_cls": 0.23232083558104932, "loss_mask": 0.25553006771951914, "loss_rpn_cls": 0.043525701272301376, "loss_rpn_loc": 0.08163089833396953, "loss_sem_seg": 0.28373936796560884, "lr": 0.02, "mask_rcnn/accuracy": 0.8731661728844977, "mask_rcnn/false_negative": 0.10529022312205324, "mask_rcnn/false_positive": 0.12402770808214075, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5907444944969029, "total_loss": 1.1703291459998582} {"data_time": 0.013152011997590307, "eta_seconds": 41155.292924721674, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.3290687414775006, "fast_rcnn/fg_cls_accuracy": 0.6254747297692083, "iteration": 197339, "loss_box_reg": 0.23417449370026588, "loss_cls": 0.20823764870874584, "loss_mask": 0.25586702302098274, "loss_rpn_cls": 0.03906391553755384, "loss_rpn_loc": 0.07191150623839349, "loss_sem_seg": 0.3257948362734169, "lr": 0.02, "mask_rcnn/accuracy": 0.8948681972789116, "mask_rcnn/false_negative": 0.09187467753252002, "mask_rcnn/false_positive": 0.12240008886495983, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5629387810113258, "total_loss": 1.1147561191610293} {"data_time": 0.01238981400092598, "eta_seconds": 41137.774140113586, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.4251855600539811, "fast_rcnn/fg_cls_accuracy": 0.548048418972332, "iteration": 197359, "loss_box_reg": 0.22259875806048512, "loss_cls": 0.2042516847141087, "loss_mask": 0.24785840045660734, "loss_rpn_cls": 0.04372931900434196, "loss_rpn_loc": 0.07051673471869435, "loss_sem_seg": 0.3327563642524183, "lr": 0.02, "mask_rcnn/accuracy": 0.874024221551678, "mask_rcnn/false_negative": 0.10199711661360006, "mask_rcnn/false_positive": 0.1536974720893386, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5689457740008947, "total_loss": 1.1110089628200512} {"data_time": 0.012747396496706642, "eta_seconds": 41113.12393254662, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.39296969696969697, "fast_rcnn/fg_cls_accuracy": 0.5680735518292683, "iteration": 197379, "loss_box_reg": 0.24881231784820557, "loss_cls": 0.22983834519982338, "loss_mask": 0.2549222353845835, "loss_rpn_cls": 0.048689531729905866, "loss_rpn_loc": 0.09252650832058862, "loss_sem_seg": 0.27181495958939195, "lr": 0.02, "mask_rcnn/accuracy": 0.8752165371395935, "mask_rcnn/false_negative": 0.10538046282394245, "mask_rcnn/false_positive": 0.14774019278922207, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5649956589986687, "total_loss": 1.1780247734714067} {"data_time": 0.01212439600203652, "eta_seconds": 41111.89241813266, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3117322291235335, "fast_rcnn/fg_cls_accuracy": 0.6739837398373985, "iteration": 197399, "loss_box_reg": 0.23922872846014798, "loss_cls": 0.21459082327783108, "loss_mask": 0.2474912153556943, "loss_rpn_cls": 0.039626680372748524, "loss_rpn_loc": 0.0807370018446818, "loss_sem_seg": 0.3120846583042294, "lr": 0.02, "mask_rcnn/accuracy": 0.9145597400565324, "mask_rcnn/false_negative": 0.07927080866727901, "mask_rcnn/false_positive": 0.09843735256612512, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5710956069960957, "total_loss": 1.1488633906410541} {"data_time": 0.012354229496850166, "eta_seconds": 41100.56698393254, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.3353874212446115, "fast_rcnn/fg_cls_accuracy": 0.6461516694963214, "iteration": 197419, "loss_box_reg": 0.21087599266320467, "loss_cls": 0.1848531316500157, "loss_mask": 0.2371333255432546, "loss_rpn_cls": 0.03944285443867557, "loss_rpn_loc": 0.07122963113943115, "loss_sem_seg": 0.34626827482134104, "lr": 0.02, "mask_rcnn/accuracy": 0.8954371997430359, "mask_rcnn/false_negative": 0.0826716400627731, "mask_rcnn/false_positive": 0.10962559597342286, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5631921329913894, "total_loss": 1.071663198628812} {"data_time": 0.012023130999295972, "eta_seconds": 41092.468845153315, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.2947139245247682, "fast_rcnn/fg_cls_accuracy": 0.6663039930366663, "iteration": 197439, "loss_box_reg": 0.21807257737964392, "loss_cls": 0.1885566625278443, "loss_mask": 0.24467792641371489, "loss_rpn_cls": 0.04159009165596217, "loss_rpn_loc": 0.06247499311575666, "loss_sem_seg": 0.30602735094726086, "lr": 0.02, "mask_rcnn/accuracy": 0.8944862006097133, "mask_rcnn/false_negative": 0.0934667049056454, "mask_rcnn/false_positive": 0.12597877517001485, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.562071405001916, "total_loss": 1.0937024177401327} {"data_time": 0.012029364501358941, "eta_seconds": 41067.83331530638, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.320040899795501, "fast_rcnn/fg_cls_accuracy": 0.6300675675675675, "iteration": 197459, "loss_box_reg": 0.21909729717299342, "loss_cls": 0.19766470044851303, "loss_mask": 0.24066479923203588, "loss_rpn_cls": 0.0483184305485338, "loss_rpn_loc": 0.0872899622481782, "loss_sem_seg": 0.3156999226193875, "lr": 0.02, "mask_rcnn/accuracy": 0.906529487105736, "mask_rcnn/false_negative": 0.10243469645143936, "mask_rcnn/false_positive": 0.08711819844187318, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5670714455045527, "total_loss": 1.1144297637802083} {"data_time": 0.012527734994364437, "eta_seconds": 41035.307986347674, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.3521635830553028, "fast_rcnn/fg_cls_accuracy": 0.6121553884711779, "iteration": 197479, "loss_box_reg": 0.23261352302506566, "loss_cls": 0.21271042665466666, "loss_mask": 0.25068546552211046, "loss_rpn_cls": 0.04096878063865006, "loss_rpn_loc": 0.07655111758504063, "loss_sem_seg": 0.3073767269961536, "lr": 0.02, "mask_rcnn/accuracy": 0.9146011641108825, "mask_rcnn/false_negative": 0.08637182441749848, "mask_rcnn/false_positive": 0.10939838097511459, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5615113679959904, "total_loss": 1.1197278614272363} {"data_time": 0.01226413049880648, "eta_seconds": 41064.66869896156, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.3176365649606299, "fast_rcnn/fg_cls_accuracy": 0.6380208333333333, "iteration": 197499, "loss_box_reg": 0.19526744401082397, "loss_cls": 0.19348704046569765, "loss_mask": 0.23766050254926085, "loss_rpn_cls": 0.03959447573288344, "loss_rpn_loc": 0.06227792816935107, "loss_sem_seg": 0.3192658433690667, "lr": 0.02, "mask_rcnn/accuracy": 0.9049780664220823, "mask_rcnn/false_negative": 0.08443859013705252, "mask_rcnn/false_positive": 0.13225188570292473, "roi_head/num_bg_samples": 456.75, "roi_head/num_fg_samples": 55.25, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5728665875067236, "total_loss": 1.0500962797086686} {"data_time": 0.012560538001707755, "eta_seconds": 41075.09555342699, "fast_rcnn/cls_accuracy": 0.90966796875, "fast_rcnn/false_negative": 0.3494644595910419, "fast_rcnn/fg_cls_accuracy": 0.6032786885245902, "iteration": 197519, "loss_box_reg": 0.25509153585880995, "loss_cls": 0.22347462084144354, "loss_mask": 0.2712592165917158, "loss_rpn_cls": 0.04989255327382125, "loss_rpn_loc": 0.07741558129782788, "loss_sem_seg": 0.3434945591725409, "lr": 0.02, "mask_rcnn/accuracy": 0.8939032755456449, "mask_rcnn/false_negative": 0.0963914378136348, "mask_rcnn/false_positive": 0.11965536696608689, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5686386860033963, "total_loss": 1.2140594339580275} {"data_time": 0.012765798492182512, "eta_seconds": 41084.010457420874, "fast_rcnn/cls_accuracy": 0.90771484375, "fast_rcnn/false_negative": 0.3983296587423313, "fast_rcnn/fg_cls_accuracy": 0.5509382851758794, "iteration": 197539, "loss_box_reg": 0.22637049481272697, "loss_cls": 0.22482332633808255, "loss_mask": 0.25218672677874565, "loss_rpn_cls": 0.04465551485191099, "loss_rpn_loc": 0.08029442268889397, "loss_sem_seg": 0.3333266428671777, "lr": 0.02, "mask_rcnn/accuracy": 0.873977506213305, "mask_rcnn/false_negative": 0.08778489533218913, "mask_rcnn/false_positive": 0.14497889108289896, "roi_head/num_bg_samples": 431.5, "roi_head/num_fg_samples": 80.5, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5647152400051709, "total_loss": 1.1890372033521999} {"data_time": 0.01257749099022476, "eta_seconds": 41092.21335583835, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.35302460584471274, "fast_rcnn/fg_cls_accuracy": 0.6165644171779141, "iteration": 197559, "loss_box_reg": 0.2180656308773905, "loss_cls": 0.20324616553261876, "loss_mask": 0.2433013990521431, "loss_rpn_cls": 0.04099053709069267, "loss_rpn_loc": 0.0661366181957419, "loss_sem_seg": 0.3636150946840644, "lr": 0.02, "mask_rcnn/accuracy": 0.8990678046919702, "mask_rcnn/false_negative": 0.08484934679657018, "mask_rcnn/false_positive": 0.12341249858867925, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.5746713150001597, "total_loss": 1.1662430267460877} {"data_time": 0.012587554498168174, "eta_seconds": 41077.043062876604, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.3221849366144668, "fast_rcnn/fg_cls_accuracy": 0.599537037037037, "iteration": 197579, "loss_box_reg": 0.23132663778960705, "loss_cls": 0.21439046785235405, "loss_mask": 0.25609833002090454, "loss_rpn_cls": 0.04826993279857561, "loss_rpn_loc": 0.07415876444429159, "loss_sem_seg": 0.3151782969944179, "lr": 0.02, "mask_rcnn/accuracy": 0.8993262438111339, "mask_rcnn/false_negative": 0.07914229428027117, "mask_rcnn/false_positive": 0.13374492191230875, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5582078015067964, "total_loss": 1.1684226735960692} {"data_time": 0.013146010496711824, "eta_seconds": 41071.287049088896, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.30563433541312157, "fast_rcnn/fg_cls_accuracy": 0.6684981684981685, "iteration": 197599, "loss_box_reg": 0.21998570393770933, "loss_cls": 0.2071400119457394, "loss_mask": 0.2524036690592766, "loss_rpn_cls": 0.04524177373968996, "loss_rpn_loc": 0.06576737406430766, "loss_sem_seg": 0.360980361700058, "lr": 0.02, "mask_rcnn/accuracy": 0.9087228860842582, "mask_rcnn/false_negative": 0.08146546168099136, "mask_rcnn/false_positive": 0.10646913118901585, "roi_head/num_bg_samples": 457.25, "roi_head/num_fg_samples": 54.75, "rpn/num_neg_anchors": 237.5, "rpn/num_pos_anchors": 18.5, "time": 0.5591003139998065, "total_loss": 1.1401101337833097} {"data_time": 0.011384206503862515, "eta_seconds": 41062.98560192123, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.38028821574642124, "fast_rcnn/fg_cls_accuracy": 0.5807736280487805, "iteration": 197619, "loss_box_reg": 0.2568296049721539, "loss_cls": 0.23740192269906402, "loss_mask": 0.24437172431498766, "loss_rpn_cls": 0.044242830874281935, "loss_rpn_loc": 0.08543175205704756, "loss_sem_seg": 0.31534807942807674, "lr": 0.02, "mask_rcnn/accuracy": 0.9012715622940519, "mask_rcnn/false_negative": 0.08459591925640508, "mask_rcnn/false_positive": 0.1224329186513991, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5760571169957984, "total_loss": 1.131034953839844} {"data_time": 0.011886915497598238, "eta_seconds": 41035.17401896756, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.32319972826086957, "fast_rcnn/fg_cls_accuracy": 0.6575336295940428, "iteration": 197639, "loss_box_reg": 0.25246861833147705, "loss_cls": 0.22162854578346014, "loss_mask": 0.25501379230991006, "loss_rpn_cls": 0.039401533926138654, "loss_rpn_loc": 0.06708679569419473, "loss_sem_seg": 0.3247306908015162, "lr": 0.02, "mask_rcnn/accuracy": 0.9019088741586757, "mask_rcnn/false_negative": 0.10250455835779015, "mask_rcnn/false_positive": 0.09752136502873018, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5559221395014902, "total_loss": 1.1518227060732897} {"data_time": 0.012768069500452839, "eta_seconds": 41009.24412067361, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3947865062514744, "fast_rcnn/fg_cls_accuracy": 0.5278971016639511, "iteration": 197659, "loss_box_reg": 0.2288453420624137, "loss_cls": 0.21889065066352487, "loss_mask": 0.25022079702466726, "loss_rpn_cls": 0.04416483547538519, "loss_rpn_loc": 0.07241738541051745, "loss_sem_seg": 0.31858039763756096, "lr": 0.02, "mask_rcnn/accuracy": 0.8845511418853256, "mask_rcnn/false_negative": 0.08853886760040106, "mask_rcnn/false_positive": 0.11238812751823044, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5714691915054573, "total_loss": 1.1182005065347767} {"data_time": 0.012697365498752333, "eta_seconds": 40997.906360863635, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.424609375, "fast_rcnn/fg_cls_accuracy": 0.5623991935483871, "iteration": 197679, "loss_box_reg": 0.2549985060468316, "loss_cls": 0.20701466780155897, "loss_mask": 0.2667797701433301, "loss_rpn_cls": 0.044422892620787024, "loss_rpn_loc": 0.08550882726558484, "loss_sem_seg": 0.3156716702505946, "lr": 0.02, "mask_rcnn/accuracy": 0.8888362894071349, "mask_rcnn/false_negative": 0.08551732327560894, "mask_rcnn/false_positive": 0.14754340844025327, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.570376108007622, "total_loss": 1.2001697101186437} {"data_time": 0.012814031004381832, "eta_seconds": 40995.96328430242, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.34126000762485703, "fast_rcnn/fg_cls_accuracy": 0.6453488372093024, "iteration": 197699, "loss_box_reg": 0.22845144849270582, "loss_cls": 0.1977605321444571, "loss_mask": 0.24701432790607214, "loss_rpn_cls": 0.03866743962862529, "loss_rpn_loc": 0.08139658014988527, "loss_sem_seg": 0.2739280299283564, "lr": 0.02, "mask_rcnn/accuracy": 0.9042012822828247, "mask_rcnn/false_negative": 0.07214152765239068, "mask_rcnn/false_positive": 0.0989108950006309, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 237.0, "rpn/num_pos_anchors": 19.0, "time": 0.5682027455040952, "total_loss": 1.093444863683544} {"data_time": 0.012484070997743402, "eta_seconds": 40980.93988306345, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.27982054890921887, "fast_rcnn/fg_cls_accuracy": 0.6752927975313836, "iteration": 197719, "loss_box_reg": 0.23305344011168927, "loss_cls": 0.2162664879579097, "loss_mask": 0.2496255338191986, "loss_rpn_cls": 0.037175448902416974, "loss_rpn_loc": 0.06938554912630934, "loss_sem_seg": 0.33139768661931157, "lr": 0.02, "mask_rcnn/accuracy": 0.8970565702637452, "mask_rcnn/false_negative": 0.09275187965815357, "mask_rcnn/false_positive": 0.11563870981257185, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 235.5, "rpn/num_pos_anchors": 20.5, "time": 0.5698234465016867, "total_loss": 1.1008484532649163} {"data_time": 0.013413384003797546, "eta_seconds": 40947.734112773614, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.40387634670564665, "fast_rcnn/fg_cls_accuracy": 0.5796648108821673, "iteration": 197739, "loss_box_reg": 0.21262569352984428, "loss_cls": 0.19340990809723735, "loss_mask": 0.25168127845972776, "loss_rpn_cls": 0.03624870674684644, "loss_rpn_loc": 0.07333972933702171, "loss_sem_seg": 0.28923672740347683, "lr": 0.02, "mask_rcnn/accuracy": 0.8777042421296506, "mask_rcnn/false_negative": 0.1004142174313754, "mask_rcnn/false_positive": 0.14172323658912886, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5614772099943366, "total_loss": 1.094539301309851} {"data_time": 0.012352818499493878, "eta_seconds": 40952.55532162373, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.2959588329713908, "fast_rcnn/fg_cls_accuracy": 0.6864979120482548, "iteration": 197759, "loss_box_reg": 0.2323605064302683, "loss_cls": 0.2063513188622892, "loss_mask": 0.25701486133039, "loss_rpn_cls": 0.042251485283486545, "loss_rpn_loc": 0.07740560377715155, "loss_sem_seg": 0.33590285712853074, "lr": 0.02, "mask_rcnn/accuracy": 0.8954547208051256, "mask_rcnn/false_negative": 0.10883242423097714, "mask_rcnn/false_positive": 0.09931742883438, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5654079955056659, "total_loss": 1.1522265975363553} {"data_time": 0.012669989497226197, "eta_seconds": 40967.41818544749, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.36086921464279953, "fast_rcnn/fg_cls_accuracy": 0.5721950301204819, "iteration": 197779, "loss_box_reg": 0.2560444478876889, "loss_cls": 0.22038603574037552, "loss_mask": 0.2606158535927534, "loss_rpn_cls": 0.04523453328147298, "loss_rpn_loc": 0.08017266768729314, "loss_sem_seg": 0.32213067822158337, "lr": 0.02, "mask_rcnn/accuracy": 0.8964170497382509, "mask_rcnn/false_negative": 0.08132757148247816, "mask_rcnn/false_positive": 0.10772116245795588, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5807474919929518, "total_loss": 1.2029377045109868} {"data_time": 0.011740173002181109, "eta_seconds": 40952.25951288651, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3281104380242311, "fast_rcnn/fg_cls_accuracy": 0.6417846417846418, "iteration": 197799, "loss_box_reg": 0.2252000104635954, "loss_cls": 0.21945724030956626, "loss_mask": 0.25831011636182666, "loss_rpn_cls": 0.04076136296498589, "loss_rpn_loc": 0.06872414192184806, "loss_sem_seg": 0.323252422735095, "lr": 0.02, "mask_rcnn/accuracy": 0.9045658745225664, "mask_rcnn/false_negative": 0.0942494876198442, "mask_rcnn/false_positive": 0.09864801588470898, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5700101795009687, "total_loss": 1.1648994446295546} {"data_time": 0.01250151899876073, "eta_seconds": 40944.72815446733, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.24835801289706233, "fast_rcnn/fg_cls_accuracy": 0.6675022360306925, "iteration": 197819, "loss_box_reg": 0.2378254933282733, "loss_cls": 0.19499253132380545, "loss_mask": 0.25631348695605993, "loss_rpn_cls": 0.03664787011803128, "loss_rpn_loc": 0.07741152434027754, "loss_sem_seg": 0.3168755571823567, "lr": 0.02, "mask_rcnn/accuracy": 0.893649193548387, "mask_rcnn/false_negative": 0.09334493048517387, "mask_rcnn/false_positive": 0.10210192150549657, "roi_head/num_bg_samples": 461.75, "roi_head/num_fg_samples": 50.25, "rpn/num_neg_anchors": 236.75, "rpn/num_pos_anchors": 19.25, "time": 0.5704818204976618, "total_loss": 1.1331119696988026} {"data_time": 0.012899794499389827, "eta_seconds": 40934.6177414974, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.30000000000000004, "fast_rcnn/fg_cls_accuracy": 0.5966392381656804, "iteration": 197839, "loss_box_reg": 0.24670732114464045, "loss_cls": 0.22205746499821544, "loss_mask": 0.2538060424849391, "loss_rpn_cls": 0.040469410945661366, "loss_rpn_loc": 0.07446632283972576, "loss_sem_seg": 0.29503462836146355, "lr": 0.02, "mask_rcnn/accuracy": 0.9038902806020368, "mask_rcnn/false_negative": 0.09170436207839625, "mask_rcnn/false_positive": 0.10638815746248592, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5813190154949552, "total_loss": 1.1131322044529952} {"data_time": 0.012700189501629211, "eta_seconds": 40922.038123487175, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.29523809523809524, "fast_rcnn/fg_cls_accuracy": 0.6857142857142857, "iteration": 197859, "loss_box_reg": 0.2150998734869063, "loss_cls": 0.21165000880137086, "loss_mask": 0.2407050277106464, "loss_rpn_cls": 0.04859825660241768, "loss_rpn_loc": 0.07218560907494975, "loss_sem_seg": 0.29384672502055764, "lr": 0.02, "mask_rcnn/accuracy": 0.8982859705891776, "mask_rcnn/false_negative": 0.07826545018253045, "mask_rcnn/false_positive": 0.09885239960248768, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.553930191003019, "total_loss": 1.0950265543579007} {"data_time": 0.012029526500555221, "eta_seconds": 40911.92702615726, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.4182862980462265, "fast_rcnn/fg_cls_accuracy": 0.5273921200750469, "iteration": 197879, "loss_box_reg": 0.22317416151054204, "loss_cls": 0.2012250809930265, "loss_mask": 0.26740675792098045, "loss_rpn_cls": 0.04565794678637758, "loss_rpn_loc": 0.08112315146718174, "loss_sem_seg": 0.301564545603469, "lr": 0.02, "mask_rcnn/accuracy": 0.8757094930114048, "mask_rcnn/false_negative": 0.12213115336587606, "mask_rcnn/false_positive": 0.11510453791904707, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5693732764993911, "total_loss": 1.156717010133434} {"data_time": 0.011866681503306609, "eta_seconds": 40904.607066912016, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.4164451827242525, "fast_rcnn/fg_cls_accuracy": 0.5675338326106951, "iteration": 197899, "loss_box_reg": 0.2464663195423782, "loss_cls": 0.21615870331879705, "loss_mask": 0.2489689472131431, "loss_rpn_cls": 0.04745072004152462, "loss_rpn_loc": 0.08658258954528719, "loss_sem_seg": 0.3770382017828524, "lr": 0.02, "mask_rcnn/accuracy": 0.8727371958398744, "mask_rcnn/false_negative": 0.10024760052305737, "mask_rcnn/false_positive": 0.14081065593632525, "roi_head/num_bg_samples": 457.75, "roi_head/num_fg_samples": 54.25, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5709179435070837, "total_loss": 1.2622918683919124} {"data_time": 0.012647477997234091, "eta_seconds": 40876.38891752741, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.2794886151549085, "fast_rcnn/fg_cls_accuracy": 0.6763738658425453, "iteration": 197919, "loss_box_reg": 0.2335445606149733, "loss_cls": 0.2151995049789548, "loss_mask": 0.24715858791023493, "loss_rpn_cls": 0.03869530762312934, "loss_rpn_loc": 0.0709655889950227, "loss_sem_seg": 0.3216400733217597, "lr": 0.02, "mask_rcnn/accuracy": 0.904065279958137, "mask_rcnn/false_negative": 0.07892562902201958, "mask_rcnn/false_positive": 0.12316779418931681, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.56241394400422, "total_loss": 1.1127502712770365} {"data_time": 0.012847254496591631, "eta_seconds": 40872.851799256445, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.363127173373075, "fast_rcnn/fg_cls_accuracy": 0.6170383076043453, "iteration": 197939, "loss_box_reg": 0.21644675522111356, "loss_cls": 0.21444760030135512, "loss_mask": 0.24947111681103706, "loss_rpn_cls": 0.04145100258756429, "loss_rpn_loc": 0.07495168478635605, "loss_sem_seg": 0.34562853910028934, "lr": 0.02, "mask_rcnn/accuracy": 0.8872298703964344, "mask_rcnn/false_negative": 0.10217336211257755, "mask_rcnn/false_positive": 0.15231242513555493, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5700940764945699, "total_loss": 1.1511012702831067} {"data_time": 0.012704695502179675, "eta_seconds": 40861.507840166436, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.34936194482070293, "fast_rcnn/fg_cls_accuracy": 0.6218309249805313, "iteration": 197959, "loss_box_reg": 0.22924999985843897, "loss_cls": 0.20636631129309535, "loss_mask": 0.254233218729496, "loss_rpn_cls": 0.04414098436245695, "loss_rpn_loc": 0.07896253780927509, "loss_sem_seg": 0.3344476316124201, "lr": 0.02, "mask_rcnn/accuracy": 0.8929537622358072, "mask_rcnn/false_negative": 0.09406461608121777, "mask_rcnn/false_positive": 0.1324672032365412, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 0.5642129525076598, "total_loss": 1.1446445641922764} {"data_time": 0.011526139001944102, "eta_seconds": 40842.363538647376, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.3163577759871071, "fast_rcnn/fg_cls_accuracy": 0.6168443496801705, "iteration": 197979, "loss_box_reg": 0.22551195230334997, "loss_cls": 0.21339098585303873, "loss_mask": 0.2572596576064825, "loss_rpn_cls": 0.05058637887123041, "loss_rpn_loc": 0.0736633688211441, "loss_sem_seg": 0.31785059720277786, "lr": 0.02, "mask_rcnn/accuracy": 0.8960730962228809, "mask_rcnn/false_negative": 0.08402648850452181, "mask_rcnn/false_positive": 0.11070161530237717, "roi_head/num_bg_samples": 456.25, "roi_head/num_fg_samples": 55.75, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5632776149941492, "total_loss": 1.1676187021657825} {"data_time": 0.0138565705055953, "eta_seconds": 40819.60166676838, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.3952494873547505, "fast_rcnn/fg_cls_accuracy": 0.5450710706616219, "iteration": 197999, "loss_box_reg": 0.23808280751109123, "loss_cls": 0.2067219726741314, "loss_mask": 0.2620809581130743, "loss_rpn_cls": 0.04060886391380336, "loss_rpn_loc": 0.07376017919159494, "loss_sem_seg": 0.3261643289588392, "lr": 0.02, "mask_rcnn/accuracy": 0.8822568180031961, "mask_rcnn/false_negative": 0.10244326000386123, "mask_rcnn/false_positive": 0.11848114921269602, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5558189305011183, "total_loss": 1.1622287974751089} {"data_time": 0.012305477503105067, "eta_seconds": 40797.41137041565, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.2675433458294283, "fast_rcnn/fg_cls_accuracy": 0.6729117102828444, "iteration": 198019, "loss_box_reg": 0.2469432489015162, "loss_cls": 0.23908872716128826, "loss_mask": 0.2619816651567817, "loss_rpn_cls": 0.04910719732288271, "loss_rpn_loc": 0.09442220596247353, "loss_sem_seg": 0.3338221120648086, "lr": 0.02, "mask_rcnn/accuracy": 0.892209120949352, "mask_rcnn/false_negative": 0.0987793830992588, "mask_rcnn/false_positive": 0.11619863061484347, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5569256994931493, "total_loss": 1.2395552803354803} {"data_time": 0.01192910599638708, "eta_seconds": 40760.96655760355, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3112207602339181, "fast_rcnn/fg_cls_accuracy": 0.6770186335403727, "iteration": 198039, "loss_box_reg": 0.22384282713755965, "loss_cls": 0.21232924913056195, "loss_mask": 0.25085930805653334, "loss_rpn_cls": 0.049773749720770866, "loss_rpn_loc": 0.07766333851031959, "loss_sem_seg": 0.294513669796288, "lr": 0.02, "mask_rcnn/accuracy": 0.8789808412400049, "mask_rcnn/false_negative": 0.10342129131450448, "mask_rcnn/false_positive": 0.13759142774779887, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.5577252709990717, "total_loss": 1.1198749221803155} {"data_time": 0.011789373005740345, "eta_seconds": 40741.23309960631, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.38463796477495105, "fast_rcnn/fg_cls_accuracy": 0.5928571428571429, "iteration": 198059, "loss_box_reg": 0.22949701827019453, "loss_cls": 0.19909344683401287, "loss_mask": 0.2545539070852101, "loss_rpn_cls": 0.044444574625231326, "loss_rpn_loc": 0.08146522176684812, "loss_sem_seg": 0.3291193265467882, "lr": 0.02, "mask_rcnn/accuracy": 0.8879424307036248, "mask_rcnn/false_negative": 0.07992417965956103, "mask_rcnn/false_positive": 0.1381053528002065, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5599996369928704, "total_loss": 1.2226531302148942} {"data_time": 0.012381353000819217, "eta_seconds": 40744.087076867145, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.36693548387096775, "fast_rcnn/fg_cls_accuracy": 0.5591002747252747, "iteration": 198079, "loss_box_reg": 0.2323512863367796, "loss_cls": 0.21546299359761178, "loss_mask": 0.2537003541365266, "loss_rpn_cls": 0.043384418029745575, "loss_rpn_loc": 0.0761677477566991, "loss_sem_seg": 0.28108309442177415, "lr": 0.02, "mask_rcnn/accuracy": 0.8828827257398686, "mask_rcnn/false_negative": 0.10419974971289847, "mask_rcnn/false_positive": 0.1331357320274687, "roi_head/num_bg_samples": 458.0, "roi_head/num_fg_samples": 54.0, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.5669715800031554, "total_loss": 1.133790982188657} {"data_time": 0.012215700997330714, "eta_seconds": 40734.62382455327, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.2946998722860792, "fast_rcnn/fg_cls_accuracy": 0.6309005083514887, "iteration": 198099, "loss_box_reg": 0.23921451671049, "loss_cls": 0.22166311834007502, "loss_mask": 0.2667798399925232, "loss_rpn_cls": 0.03693768457742408, "loss_rpn_loc": 0.066737425950123, "loss_sem_seg": 0.32044236455112696, "lr": 0.02, "mask_rcnn/accuracy": 0.8896433573429372, "mask_rcnn/false_negative": 0.10032623031316484, "mask_rcnn/false_positive": 0.12248746665135624, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5796006905075046, "total_loss": 1.1686848686658777} {"data_time": 0.012665445501625072, "eta_seconds": 40702.03875806284, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.268838626508848, "fast_rcnn/fg_cls_accuracy": 0.706127274596484, "iteration": 198119, "loss_box_reg": 0.23658223589882255, "loss_cls": 0.1922603587154299, "loss_mask": 0.24951402470469475, "loss_rpn_cls": 0.03768678865162656, "loss_rpn_loc": 0.057074180454947054, "loss_sem_seg": 0.3250302206724882, "lr": 0.02, "mask_rcnn/accuracy": 0.8995657507794784, "mask_rcnn/false_negative": 0.08524146815174816, "mask_rcnn/false_positive": 0.12098489369397354, "roi_head/num_bg_samples": 433.0, "roi_head/num_fg_samples": 79.0, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5496463625022443, "total_loss": 1.0785170325543731} {"data_time": 0.012480777491873596, "eta_seconds": 40681.751558753516, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.3393840815441336, "fast_rcnn/fg_cls_accuracy": 0.6248800767508794, "iteration": 198139, "loss_box_reg": 0.20446438260842115, "loss_cls": 0.19916352396830916, "loss_mask": 0.24512562062591314, "loss_rpn_cls": 0.03808619052870199, "loss_rpn_loc": 0.07783142698463053, "loss_sem_seg": 0.31545896432362497, "lr": 0.02, "mask_rcnn/accuracy": 0.8954909090138745, "mask_rcnn/false_negative": 0.09553385446777116, "mask_rcnn/false_positive": 0.12073351997367768, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5674407149999752, "total_loss": 1.1239253800013103} {"data_time": 0.013669194500835147, "eta_seconds": 40678.49408397425, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.2964349548330999, "fast_rcnn/fg_cls_accuracy": 0.6472583380440927, "iteration": 198159, "loss_box_reg": 0.2280961056239903, "loss_cls": 0.2066134224878624, "loss_mask": 0.24214180512353778, "loss_rpn_cls": 0.042956532241078094, "loss_rpn_loc": 0.07785712881013751, "loss_sem_seg": 0.3107777893310413, "lr": 0.02, "mask_rcnn/accuracy": 0.8902191396763542, "mask_rcnn/false_negative": 0.09229653486950835, "mask_rcnn/false_positive": 0.11696685223186933, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5706167300086236, "total_loss": 1.105993324006704} {"data_time": 0.012810158499632962, "eta_seconds": 40692.47486948965, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.31966347627643993, "fast_rcnn/fg_cls_accuracy": 0.618359375, "iteration": 198179, "loss_box_reg": 0.2231322939042002, "loss_cls": 0.19388646446168423, "loss_mask": 0.24621505104005337, "loss_rpn_cls": 0.04484441038221121, "loss_rpn_loc": 0.06636818876722828, "loss_sem_seg": 0.26782511081546545, "lr": 0.02, "mask_rcnn/accuracy": 0.8705824228307402, "mask_rcnn/false_negative": 0.10750158853818562, "mask_rcnn/false_positive": 0.16066818290339216, "roi_head/num_bg_samples": 459.0, "roi_head/num_fg_samples": 53.0, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5738878269985435, "total_loss": 1.058901063108351} {"data_time": 0.0118629630014766, "eta_seconds": 40688.95044186402, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.2793201868188895, "fast_rcnn/fg_cls_accuracy": 0.6964532964106933, "iteration": 198199, "loss_box_reg": 0.2283464204519987, "loss_cls": 0.2196148755028844, "loss_mask": 0.2612220738083124, "loss_rpn_cls": 0.04527051802142523, "loss_rpn_loc": 0.08834549871971831, "loss_sem_seg": 0.28012674394994974, "lr": 0.02, "mask_rcnn/accuracy": 0.8847030086566294, "mask_rcnn/false_negative": 0.07972182797854432, "mask_rcnn/false_positive": 0.13902441582111397, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5657212325022556, "total_loss": 1.15687835184508} {"data_time": 0.01242777549487073, "eta_seconds": 40677.61663023414, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.3755519251148004, "fast_rcnn/fg_cls_accuracy": 0.5931468228150076, "iteration": 198219, "loss_box_reg": 0.24103956623002887, "loss_cls": 0.21362334210425615, "loss_mask": 0.2532271114178002, "loss_rpn_cls": 0.03936175926355645, "loss_rpn_loc": 0.07780517917126417, "loss_sem_seg": 0.32184873381629586, "lr": 0.02, "mask_rcnn/accuracy": 0.8859008516534026, "mask_rcnn/false_negative": 0.07864629172178252, "mask_rcnn/false_positive": 0.1273135852831141, "roi_head/num_bg_samples": 430.0, "roi_head/num_fg_samples": 82.0, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5777550950006116, "total_loss": 1.1248318291036412} {"data_time": 0.013031757502176333, "eta_seconds": 40672.71970870643, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.3144728058743126, "fast_rcnn/fg_cls_accuracy": 0.6421760513901436, "iteration": 198239, "loss_box_reg": 0.2477576583623886, "loss_cls": 0.222470223903656, "loss_mask": 0.24778727581724524, "loss_rpn_cls": 0.0423270238970872, "loss_rpn_loc": 0.08146044892782811, "loss_sem_seg": 0.3068078509531915, "lr": 0.02, "mask_rcnn/accuracy": 0.8899250114553594, "mask_rcnn/false_negative": 0.09091935698796863, "mask_rcnn/false_positive": 0.127715226232628, "roi_head/num_bg_samples": 424.25, "roi_head/num_fg_samples": 87.75, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.5810344089986756, "total_loss": 1.1728092498669866} {"data_time": 0.012474248003854882, "eta_seconds": 40645.85816711306, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.35980373475609756, "fast_rcnn/fg_cls_accuracy": 0.6358065684617242, "iteration": 198259, "loss_box_reg": 0.22428686788771302, "loss_cls": 0.19764929357916117, "loss_mask": 0.24123410042375326, "loss_rpn_cls": 0.03739318368025124, "loss_rpn_loc": 0.07751560269389302, "loss_sem_seg": 0.31413531117141247, "lr": 0.02, "mask_rcnn/accuracy": 0.8871735051939208, "mask_rcnn/false_negative": 0.10905450658742179, "mask_rcnn/false_positive": 0.11938950622249493, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5503474475044641, "total_loss": 1.112817974644713} {"data_time": 0.013281685001857113, "eta_seconds": 40611.51140602372, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.34835858585858587, "fast_rcnn/fg_cls_accuracy": 0.6168731964012901, "iteration": 198279, "loss_box_reg": 0.2306064274162054, "loss_cls": 0.19354019273305312, "loss_mask": 0.24842341430485249, "loss_rpn_cls": 0.0393901368661318, "loss_rpn_loc": 0.06790933047886938, "loss_sem_seg": 0.29292700346559286, "lr": 0.02, "mask_rcnn/accuracy": 0.9022433973589435, "mask_rcnn/false_negative": 0.08793244203521772, "mask_rcnn/false_positive": 0.09999094961607582, "roi_head/num_bg_samples": 465.0, "roi_head/num_fg_samples": 47.0, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5602656225019018, "total_loss": 1.0806832763482817} {"data_time": 0.013001929997699335, "eta_seconds": 40610.55332837405, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3008373205741627, "fast_rcnn/fg_cls_accuracy": 0.6333588286713286, "iteration": 198299, "loss_box_reg": 0.2123995958827436, "loss_cls": 0.1919015948078595, "loss_mask": 0.2379052503965795, "loss_rpn_cls": 0.0365170847508125, "loss_rpn_loc": 0.06774554040748626, "loss_sem_seg": 0.2961504387203604, "lr": 0.02, "mask_rcnn/accuracy": 0.8860032824318538, "mask_rcnn/false_negative": 0.09614320353187694, "mask_rcnn/false_positive": 0.15606091288972446, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.5806887139988248, "total_loss": 1.060635893169092} {"data_time": 0.011633826499746647, "eta_seconds": 40576.74523343516, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.29732630757220924, "fast_rcnn/fg_cls_accuracy": 0.6292882744495647, "iteration": 198319, "loss_box_reg": 0.20746726030483842, "loss_cls": 0.19473353796638548, "loss_mask": 0.23963005049154162, "loss_rpn_cls": 0.0355500660079997, "loss_rpn_loc": 0.0665978679608088, "loss_sem_seg": 0.31058401288464665, "lr": 0.02, "mask_rcnn/accuracy": 0.9121006438289602, "mask_rcnn/false_negative": 0.09932697728963245, "mask_rcnn/false_positive": 0.08472079051760392, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5572464854922146, "total_loss": 1.0711533488938585} {"data_time": 0.012154627998825163, "eta_seconds": 40576.572772534884, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3541324013157895, "fast_rcnn/fg_cls_accuracy": 0.6321957236842105, "iteration": 198339, "loss_box_reg": 0.23137645423412323, "loss_cls": 0.2175389789044857, "loss_mask": 0.24062700849026442, "loss_rpn_cls": 0.04415244820120279, "loss_rpn_loc": 0.07728423942171503, "loss_sem_seg": 0.29451894015073776, "lr": 0.02, "mask_rcnn/accuracy": 0.9027958972960664, "mask_rcnn/false_negative": 0.08267092658797248, "mask_rcnn/false_positive": 0.10558354988215277, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5737132130016107, "total_loss": 1.135122776060598} {"data_time": 0.011621857498539612, "eta_seconds": 40559.492329949186, "fast_rcnn/cls_accuracy": 0.908203125, "fast_rcnn/false_negative": 0.34375, "fast_rcnn/fg_cls_accuracy": 0.6366390306122449, "iteration": 198359, "loss_box_reg": 0.24521778104826808, "loss_cls": 0.22439300719997846, "loss_mask": 0.2543260706588626, "loss_rpn_cls": 0.04229566507274285, "loss_rpn_loc": 0.07403466280084103, "loss_sem_seg": 0.27727680560201406, "lr": 0.02, "mask_rcnn/accuracy": 0.8763768924689441, "mask_rcnn/false_negative": 0.09294538062470095, "mask_rcnn/false_positive": 0.1414182445304964, "roi_head/num_bg_samples": 433.0, "roi_head/num_fg_samples": 79.0, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.5612737439951161, "total_loss": 1.148690054367762} {"data_time": 0.013182750502892304, "eta_seconds": 40548.169346649134, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.3352407464687081, "fast_rcnn/fg_cls_accuracy": 0.6491133106505825, "iteration": 198379, "loss_box_reg": 0.2273838957771659, "loss_cls": 0.20672803232446313, "loss_mask": 0.2411518907174468, "loss_rpn_cls": 0.04118910928082187, "loss_rpn_loc": 0.08103177032899112, "loss_sem_seg": 0.29785880690906197, "lr": 0.02, "mask_rcnn/accuracy": 0.899092381051412, "mask_rcnn/false_negative": 0.07588157511900664, "mask_rcnn/false_positive": 0.16240426237936587, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5666011974972207, "total_loss": 1.1154757614713162} {"data_time": 0.012313180501223542, "eta_seconds": 40527.351928124466, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.2984283625730994, "fast_rcnn/fg_cls_accuracy": 0.5598400315986967, "iteration": 198399, "loss_box_reg": 0.22884070128202438, "loss_cls": 0.2055270525161177, "loss_mask": 0.25268749985843897, "loss_rpn_cls": 0.04816144471988082, "loss_rpn_loc": 0.08448896747722756, "loss_sem_seg": 0.3008041102439165, "lr": 0.02, "mask_rcnn/accuracy": 0.8897695460961519, "mask_rcnn/false_negative": 0.07876219941798956, "mask_rcnn/false_positive": 0.1445955929793054, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.553865775000304, "total_loss": 1.1393871314649004} {"data_time": 0.012522547498519998, "eta_seconds": 40525.52338004903, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3557142857142857, "fast_rcnn/fg_cls_accuracy": 0.5858752515090544, "iteration": 198419, "loss_box_reg": 0.2476257160305977, "loss_cls": 0.23323553334921598, "loss_mask": 0.24920455878600478, "loss_rpn_cls": 0.043044609134085476, "loss_rpn_loc": 0.07627265132032335, "loss_sem_seg": 0.3319544871337712, "lr": 0.02, "mask_rcnn/accuracy": 0.8883089274670908, "mask_rcnn/false_negative": 0.0984927429524127, "mask_rcnn/false_positive": 0.13944390082587077, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.570363669496146, "total_loss": 1.2143437401100527} {"data_time": 0.013128967504599132, "eta_seconds": 40514.20039674898, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.315242946708464, "fast_rcnn/fg_cls_accuracy": 0.5572660098522167, "iteration": 198439, "loss_box_reg": 0.22287604329176247, "loss_cls": 0.20514212641865015, "loss_mask": 0.24871394410729408, "loss_rpn_cls": 0.043275645904941484, "loss_rpn_loc": 0.08141237299423665, "loss_sem_seg": 0.3115593083202839, "lr": 0.02, "mask_rcnn/accuracy": 0.8885707293228149, "mask_rcnn/false_negative": 0.08718765029820374, "mask_rcnn/false_positive": 0.12823231767236454, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5626007879982353, "total_loss": 1.1564232540258672} {"data_time": 0.012447492495994084, "eta_seconds": 40508.62523157531, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.38967611336032393, "fast_rcnn/fg_cls_accuracy": 0.5598209441128594, "iteration": 198459, "loss_box_reg": 0.24383902736008167, "loss_cls": 0.23938494361937046, "loss_mask": 0.2630890691652894, "loss_rpn_cls": 0.046446926484350115, "loss_rpn_loc": 0.07173023652285337, "loss_sem_seg": 0.3538782438263297, "lr": 0.02, "mask_rcnn/accuracy": 0.8881724646191618, "mask_rcnn/false_negative": 0.08260119097253585, "mask_rcnn/false_positive": 0.1334972806075715, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.5707667830065475, "total_loss": 1.237542409391608} {"data_time": 0.013911021495005116, "eta_seconds": 40500.05698984434, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.2976190476190476, "fast_rcnn/fg_cls_accuracy": 0.6645089285714285, "iteration": 198479, "loss_box_reg": 0.2420018749544397, "loss_cls": 0.20360033446922898, "loss_mask": 0.246093038469553, "loss_rpn_cls": 0.04464360643760301, "loss_rpn_loc": 0.085791378893191, "loss_sem_seg": 0.3223112690029666, "lr": 0.02, "mask_rcnn/accuracy": 0.8872461709688331, "mask_rcnn/false_negative": 0.08808078303425712, "mask_rcnn/false_positive": 0.14780354732194653, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.5677116605002084, "total_loss": 1.1425366853363812} {"data_time": 0.01186024550406728, "eta_seconds": 40483.586523640864, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.2816174814147331, "fast_rcnn/fg_cls_accuracy": 0.6977907311456535, "iteration": 198499, "loss_box_reg": 0.22425053361803293, "loss_cls": 0.20783838676288724, "loss_mask": 0.2503005680628121, "loss_rpn_cls": 0.037794323317939416, "loss_rpn_loc": 0.07540947460802272, "loss_sem_seg": 0.3238081601448357, "lr": 0.02, "mask_rcnn/accuracy": 0.8997103166315259, "mask_rcnn/false_negative": 0.0871831809907101, "mask_rcnn/false_positive": 0.10183442331811596, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5655254514931585, "total_loss": 1.1422522091888823} {"data_time": 0.012345839495537803, "eta_seconds": 40474.65146109552, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.4066666666666667, "fast_rcnn/fg_cls_accuracy": 0.5679166666666666, "iteration": 198519, "loss_box_reg": 0.24991273297928274, "loss_cls": 0.21923062996938825, "loss_mask": 0.26059947116300464, "loss_rpn_cls": 0.04836030345177278, "loss_rpn_loc": 0.08975822076899931, "loss_sem_seg": 0.36787591129541397, "lr": 0.02, "mask_rcnn/accuracy": 0.8830665784832451, "mask_rcnn/false_negative": 0.10617887139915783, "mask_rcnn/false_positive": 0.11755410080649362, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5692557594957179, "total_loss": 1.2098982592870016} {"data_time": 0.01211834599962458, "eta_seconds": 40475.522727147145, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.4216818337912088, "fast_rcnn/fg_cls_accuracy": 0.5560166783571039, "iteration": 198539, "loss_box_reg": 0.22325063310563564, "loss_cls": 0.2090949141420424, "loss_mask": 0.24485238175839186, "loss_rpn_cls": 0.03894077270524576, "loss_rpn_loc": 0.08132246512104757, "loss_sem_seg": 0.29704843275249004, "lr": 0.02, "mask_rcnn/accuracy": 0.8860062579719388, "mask_rcnn/false_negative": 0.1076546972722427, "mask_rcnn/false_positive": 0.1420702500039456, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5728195335032069, "total_loss": 1.106752905412577} {"data_time": 0.012967479007784277, "eta_seconds": 40430.7221147959, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.2679242062137248, "fast_rcnn/fg_cls_accuracy": 0.6512114065180103, "iteration": 198559, "loss_box_reg": 0.2311894977465272, "loss_cls": 0.1986430399119854, "loss_mask": 0.24116014689207077, "loss_rpn_cls": 0.03677041562332306, "loss_rpn_loc": 0.07471030054148287, "loss_sem_seg": 0.30617861181963235, "lr": 0.02, "mask_rcnn/accuracy": 0.9051288649262522, "mask_rcnn/false_negative": 0.07523761956031756, "mask_rcnn/false_positive": 0.12381248108626668, "roi_head/num_bg_samples": 459.0, "roi_head/num_fg_samples": 53.0, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5603806740036816, "total_loss": 1.1083396083049593} {"data_time": 0.012610278005013242, "eta_seconds": 40438.290836561086, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.31554912320143885, "fast_rcnn/fg_cls_accuracy": 0.6192659592245989, "iteration": 198579, "loss_box_reg": 0.246131403837353, "loss_cls": 0.2194520845077932, "loss_mask": 0.25448817759752274, "loss_rpn_cls": 0.04159207793418318, "loss_rpn_loc": 0.08685174019774422, "loss_sem_seg": 0.34672344475984573, "lr": 0.02, "mask_rcnn/accuracy": 0.8854626099524059, "mask_rcnn/false_negative": 0.08000298970188233, "mask_rcnn/false_positive": 0.12900831914658714, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5758020205030334, "total_loss": 1.2350991718412843} {"data_time": 0.012755012496199924, "eta_seconds": 40453.226453353585, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.269390829248366, "fast_rcnn/fg_cls_accuracy": 0.703312285958904, "iteration": 198599, "loss_box_reg": 0.23706871271133423, "loss_cls": 0.22795027866959572, "loss_mask": 0.25912963040173054, "loss_rpn_cls": 0.04791053567896597, "loss_rpn_loc": 0.08650908700656146, "loss_sem_seg": 0.36369782546535134, "lr": 0.02, "mask_rcnn/accuracy": 0.8986751291538442, "mask_rcnn/false_negative": 0.08991725102510563, "mask_rcnn/false_positive": 0.10780913415172197, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.571830503999081, "total_loss": 1.1959359062748263} {"data_time": 0.01200435499777086, "eta_seconds": 40418.98879928304, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3471327319587629, "fast_rcnn/fg_cls_accuracy": 0.6425388782107286, "iteration": 198619, "loss_box_reg": 0.2351588064339012, "loss_cls": 0.2248579333536327, "loss_mask": 0.2673993082717061, "loss_rpn_cls": 0.052782787272008136, "loss_rpn_loc": 0.07664060208480805, "loss_sem_seg": 0.33864046912640333, "lr": 0.02, "mask_rcnn/accuracy": 0.8869084213399343, "mask_rcnn/false_negative": 0.11206352022213376, "mask_rcnn/false_positive": 0.11089332648354351, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.5614346115035005, "total_loss": 1.1718612184631638} {"data_time": 0.012421654006175231, "eta_seconds": 40440.11863727193, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.35401002506265666, "fast_rcnn/fg_cls_accuracy": 0.5355795148247978, "iteration": 198639, "loss_box_reg": 0.22889368096366525, "loss_cls": 0.195464585442096, "loss_mask": 0.2633891450241208, "loss_rpn_cls": 0.04533738028840162, "loss_rpn_loc": 0.08156943781068549, "loss_sem_seg": 0.3254876285791397, "lr": 0.02, "mask_rcnn/accuracy": 0.890140260591743, "mask_rcnn/false_negative": 0.08108081138805032, "mask_rcnn/false_positive": 0.14719056532986685, "roi_head/num_bg_samples": 474.25, "roi_head/num_fg_samples": 37.75, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5737975869924412, "total_loss": 1.1662859967327677} {"data_time": 0.013224414506112225, "eta_seconds": 40407.554706446936, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.36218543046357615, "fast_rcnn/fg_cls_accuracy": 0.6055974842767295, "iteration": 198659, "loss_box_reg": 0.22731797909364104, "loss_cls": 0.21227025706321, "loss_mask": 0.258554695174098, "loss_rpn_cls": 0.04420421097893268, "loss_rpn_loc": 0.08659196400549263, "loss_sem_seg": 0.3143145921640098, "lr": 0.02, "mask_rcnn/accuracy": 0.8729277496250193, "mask_rcnn/false_negative": 0.12192663740688126, "mask_rcnn/false_positive": 0.15069250078506802, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.5588717024947982, "total_loss": 1.1772723382746335} {"data_time": 0.012015659995086025, "eta_seconds": 40386.80338044334, "fast_rcnn/cls_accuracy": 0.9033203125, "fast_rcnn/false_negative": 0.4059920471685178, "fast_rcnn/fg_cls_accuracy": 0.5639177443290226, "iteration": 198679, "loss_box_reg": 0.23044778313487768, "loss_cls": 0.21366602764464915, "loss_mask": 0.258426645770669, "loss_rpn_cls": 0.048869250691495836, "loss_rpn_loc": 0.08981155697256327, "loss_sem_seg": 0.35184959787875414, "lr": 0.02, "mask_rcnn/accuracy": 0.8934696153507786, "mask_rcnn/false_negative": 0.10090313653450149, "mask_rcnn/false_positive": 0.1376407879990508, "roi_head/num_bg_samples": 425.75, "roi_head/num_fg_samples": 86.25, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.5650639689993113, "total_loss": 1.2271742481680121} {"data_time": 0.013598462501249742, "eta_seconds": 40361.637140792685, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3452847328677681, "fast_rcnn/fg_cls_accuracy": 0.5806443679291686, "iteration": 198699, "loss_box_reg": 0.23294009477831423, "loss_cls": 0.225845315027982, "loss_mask": 0.2501352997496724, "loss_rpn_cls": 0.04136127608944662, "loss_rpn_loc": 0.07153509149793535, "loss_sem_seg": 0.3241714630275965, "lr": 0.02, "mask_rcnn/accuracy": 0.8898867436262943, "mask_rcnn/false_negative": 0.09834912514433014, "mask_rcnn/false_positive": 0.13137302944629245, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5570767899989733, "total_loss": 1.1545527166454121} {"data_time": 0.012492364003264811, "eta_seconds": 40336.37965592204, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.28053044002411087, "fast_rcnn/fg_cls_accuracy": 0.625, "iteration": 198719, "loss_box_reg": 0.19676418113522232, "loss_cls": 0.18816766166128218, "loss_mask": 0.23720857501029968, "loss_rpn_cls": 0.046887196658644825, "loss_rpn_loc": 0.08353925857227296, "loss_sem_seg": 0.3244994676206261, "lr": 0.02, "mask_rcnn/accuracy": 0.8831711598594552, "mask_rcnn/false_negative": 0.10641404102174977, "mask_rcnn/false_positive": 0.10724665783746037, "roi_head/num_bg_samples": 458.25, "roi_head/num_fg_samples": 53.75, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5602407084952574, "total_loss": 1.0897630120016402} {"data_time": 0.012468879496736918, "eta_seconds": 40328.8544200455, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.30707196029776673, "fast_rcnn/fg_cls_accuracy": 0.6439144736842105, "iteration": 198739, "loss_box_reg": 0.22240402456372976, "loss_cls": 0.19486503093503416, "loss_mask": 0.2491627987474203, "loss_rpn_cls": 0.03932144877035171, "loss_rpn_loc": 0.07182500825729221, "loss_sem_seg": 0.3220183001831174, "lr": 0.02, "mask_rcnn/accuracy": 0.8891426101690676, "mask_rcnn/false_negative": 0.10281568992329199, "mask_rcnn/false_positive": 0.124118982083314, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5641622039984213, "total_loss": 1.11225561980973} {"data_time": 0.012655341502977535, "eta_seconds": 40317.535787295456, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.3623762932973459, "fast_rcnn/fg_cls_accuracy": 0.5590034965034965, "iteration": 198759, "loss_box_reg": 0.23854622012004256, "loss_cls": 0.21395980671513826, "loss_mask": 0.268608033657074, "loss_rpn_cls": 0.04587209178134799, "loss_rpn_loc": 0.08330395992379636, "loss_sem_seg": 0.3200923716649413, "lr": 0.02, "mask_rcnn/accuracy": 0.888750793907136, "mask_rcnn/false_negative": 0.09269193372700851, "mask_rcnn/false_positive": 0.12066097263811987, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5607055205036886, "total_loss": 1.1636347814346664} {"data_time": 0.011619916003837716, "eta_seconds": 40248.38534613676, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.2939119703825586, "fast_rcnn/fg_cls_accuracy": 0.6802884615384615, "iteration": 198779, "loss_box_reg": 0.23037129547446966, "loss_cls": 0.20624695904552937, "loss_mask": 0.2525405786000192, "loss_rpn_cls": 0.043473593119415455, "loss_rpn_loc": 0.08854856784455478, "loss_sem_seg": 0.2962722536176443, "lr": 0.02, "mask_rcnn/accuracy": 0.8920284444636815, "mask_rcnn/false_negative": 0.08316652839711064, "mask_rcnn/false_positive": 0.12165507847581986, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5639499840035569, "total_loss": 1.1357466745757847} {"data_time": 0.011960100498981774, "eta_seconds": 40232.130603371326, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.3420322410147991, "fast_rcnn/fg_cls_accuracy": 0.6225969371130662, "iteration": 198799, "loss_box_reg": 0.21221171459183097, "loss_cls": 0.19449268153402954, "loss_mask": 0.25447776075452566, "loss_rpn_cls": 0.04202121568960138, "loss_rpn_loc": 0.07069245469756424, "loss_sem_seg": 0.3036711177555844, "lr": 0.02, "mask_rcnn/accuracy": 0.8885992129409903, "mask_rcnn/false_negative": 0.11471189436462545, "mask_rcnn/false_positive": 0.11094185851042829, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.5553752635023557, "total_loss": 1.1312785898480797} {"data_time": 0.01315538700146135, "eta_seconds": 40205.59377176807, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.2818800403225806, "fast_rcnn/fg_cls_accuracy": 0.6690981432360743, "iteration": 198819, "loss_box_reg": 0.20959107065573335, "loss_cls": 0.19375871354714036, "loss_mask": 0.24626981653273106, "loss_rpn_cls": 0.04476562578929588, "loss_rpn_loc": 0.08024285198189318, "loss_sem_seg": 0.31309835240244865, "lr": 0.02, "mask_rcnn/accuracy": 0.9020989483990174, "mask_rcnn/false_negative": 0.08410287151057355, "mask_rcnn/false_positive": 0.11942804622902164, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5586328494973714, "total_loss": 1.119714461354306} {"data_time": 0.012043873008224182, "eta_seconds": 40145.15728505742, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.31673913043478263, "fast_rcnn/fg_cls_accuracy": 0.6580254777070064, "iteration": 198839, "loss_box_reg": 0.22253485582768917, "loss_cls": 0.20078173675574362, "loss_mask": 0.24329137336462736, "loss_rpn_cls": 0.04353727973648347, "loss_rpn_loc": 0.07636469625867903, "loss_sem_seg": 0.3648850079625845, "lr": 0.02, "mask_rcnn/accuracy": 0.8980736831839182, "mask_rcnn/false_negative": 0.09921165996207121, "mask_rcnn/false_positive": 0.09282406562002929, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5578591259982204, "total_loss": 1.1220872391422745} {"data_time": 0.012263149503269233, "eta_seconds": 40132.66643647806, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.3536155202821869, "fast_rcnn/fg_cls_accuracy": 0.5968253968253968, "iteration": 198859, "loss_box_reg": 0.21714094979688525, "loss_cls": 0.20699218567460775, "loss_mask": 0.2508499762043357, "loss_rpn_cls": 0.0444429334893357, "loss_rpn_loc": 0.08236321050208062, "loss_sem_seg": 0.319907235680148, "lr": 0.02, "mask_rcnn/accuracy": 0.916003198898607, "mask_rcnn/false_negative": 0.08832201428391206, "mask_rcnn/false_positive": 0.0929602825306418, "roi_head/num_bg_samples": 463.75, "roi_head/num_fg_samples": 48.25, "rpn/num_neg_anchors": 238.0, "rpn/num_pos_anchors": 18.0, "time": 0.5572204205018352, "total_loss": 1.1454468040610664} {"data_time": 0.012818315000913572, "eta_seconds": 40117.2709743578, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.3735047478110741, "fast_rcnn/fg_cls_accuracy": 0.592183908045977, "iteration": 198879, "loss_box_reg": 0.22397035569883883, "loss_cls": 0.2180391433648765, "loss_mask": 0.2454814463853836, "loss_rpn_cls": 0.04231450060615316, "loss_rpn_loc": 0.09016619040630758, "loss_sem_seg": 0.3102542692795396, "lr": 0.02, "mask_rcnn/accuracy": 0.897155331912985, "mask_rcnn/false_negative": 0.08825329513299832, "mask_rcnn/false_positive": 0.10244764149032431, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5632297305055545, "total_loss": 1.1360965716448845} {"data_time": 0.012259021998033859, "eta_seconds": 40105.98956071785, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.345343235648334, "fast_rcnn/fg_cls_accuracy": 0.5791079812206572, "iteration": 198899, "loss_box_reg": 0.22819973155856133, "loss_cls": 0.21418139920569956, "loss_mask": 0.2559749661013484, "loss_rpn_cls": 0.04825671046273783, "loss_rpn_loc": 0.08895292048691772, "loss_sem_seg": 0.3143679928034544, "lr": 0.02, "mask_rcnn/accuracy": 0.8809416093169942, "mask_rcnn/false_negative": 0.10570747933823954, "mask_rcnn/false_positive": 0.12445587667149782, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5698572764958953, "total_loss": 1.116831806008122} {"data_time": 0.01362882549437927, "eta_seconds": 40090.0379124245, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.3301900656412266, "fast_rcnn/fg_cls_accuracy": 0.5755780346820809, "iteration": 198919, "loss_box_reg": 0.23503499012440443, "loss_cls": 0.2247207872569561, "loss_mask": 0.2538728932850063, "loss_rpn_cls": 0.046517229871824384, "loss_rpn_loc": 0.0847113694762811, "loss_sem_seg": 0.316713054664433, "lr": 0.02, "mask_rcnn/accuracy": 0.8889469253413171, "mask_rcnn/false_negative": 0.07775487106887066, "mask_rcnn/false_positive": 0.12778948002282875, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5627845259950846, "total_loss": 1.1882680077687837} {"data_time": 0.012233561494213063, "eta_seconds": 40057.75434847997, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3220494417862839, "fast_rcnn/fg_cls_accuracy": 0.6475, "iteration": 198939, "loss_box_reg": 0.23617519810795784, "loss_cls": 0.2087768060155213, "loss_mask": 0.2618313068524003, "loss_rpn_cls": 0.04809527815086767, "loss_rpn_loc": 0.09787391274585389, "loss_sem_seg": 0.3468903712928295, "lr": 0.02, "mask_rcnn/accuracy": 0.898222016079159, "mask_rcnn/false_negative": 0.08670978781686753, "mask_rcnn/false_positive": 0.12721164857072392, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.5562012810041779, "total_loss": 1.2150282497750595} {"data_time": 0.012671734002651647, "eta_seconds": 40043.5645309897, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3772418058132344, "fast_rcnn/fg_cls_accuracy": 0.5626936354784455, "iteration": 198959, "loss_box_reg": 0.217167011462152, "loss_cls": 0.19451745110563934, "loss_mask": 0.2498262021690607, "loss_rpn_cls": 0.043249490976450033, "loss_rpn_loc": 0.06922259795828722, "loss_sem_seg": 0.3155423505231738, "lr": 0.02, "mask_rcnn/accuracy": 0.892279391260701, "mask_rcnn/false_negative": 0.08771953016107113, "mask_rcnn/false_positive": 0.12745503151589743, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5589106455008732, "total_loss": 1.0927810727152973} {"data_time": 0.012143908999860287, "eta_seconds": 40029.88916282557, "fast_rcnn/cls_accuracy": 0.95703125, "fast_rcnn/false_negative": 0.30666666666666664, "fast_rcnn/fg_cls_accuracy": 0.5897836399398357, "iteration": 198979, "loss_box_reg": 0.22023237869143486, "loss_cls": 0.22156404179986566, "loss_mask": 0.2576120155863464, "loss_rpn_cls": 0.03907079574128147, "loss_rpn_loc": 0.054955257754045306, "loss_sem_seg": 0.30096998694352806, "lr": 0.02, "mask_rcnn/accuracy": 0.9128766641521744, "mask_rcnn/false_negative": 0.07121538611069655, "mask_rcnn/false_positive": 0.0857222844242774, "roi_head/num_bg_samples": 464.25, "roi_head/num_fg_samples": 47.75, "rpn/num_neg_anchors": 235.25, "rpn/num_pos_anchors": 20.75, "time": 0.5614789279934485, "total_loss": 1.0957681678119116} {"data_time": 0.011716657507349737, "eta_seconds": 40018.61647188548, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.28015151515151515, "fast_rcnn/fg_cls_accuracy": 0.6697538589904046, "iteration": 198999, "loss_box_reg": 0.217075664550066, "loss_cls": 0.19396269554272294, "loss_mask": 0.25183166936039925, "loss_rpn_cls": 0.042838497131015174, "loss_rpn_loc": 0.06369473552331328, "loss_sem_seg": 0.3469268752960488, "lr": 0.02, "mask_rcnn/accuracy": 0.9036237558440026, "mask_rcnn/false_negative": 0.07884341613329873, "mask_rcnn/false_positive": 0.10953897375636507, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5509840209997492, "total_loss": 1.1300821452168748} {"data_time": 0.012238996001542546, "eta_seconds": 40010.24392225038, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.27022229083050325, "fast_rcnn/fg_cls_accuracy": 0.7266131522074715, "iteration": 199019, "loss_box_reg": 0.21332046343013644, "loss_cls": 0.19228864274919033, "loss_mask": 0.24725733837112784, "loss_rpn_cls": 0.041088608209975064, "loss_rpn_loc": 0.06407678202958778, "loss_sem_seg": 0.302251853980124, "lr": 0.02, "mask_rcnn/accuracy": 0.8961639142836622, "mask_rcnn/false_negative": 0.09363764637114708, "mask_rcnn/false_positive": 0.10417426410919214, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5635851199986064, "total_loss": 1.1111180516527384} {"data_time": 0.012525899008323904, "eta_seconds": 40003.07447927576, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.3222527472527473, "fast_rcnn/fg_cls_accuracy": 0.6291101055806938, "iteration": 199039, "loss_box_reg": 0.21449152054265141, "loss_cls": 0.20662620849907398, "loss_mask": 0.25531990407034755, "loss_rpn_cls": 0.04330735100666061, "loss_rpn_loc": 0.07968619652092457, "loss_sem_seg": 0.3710003923624754, "lr": 0.02, "mask_rcnn/accuracy": 0.8875516745159602, "mask_rcnn/false_negative": 0.08633651954402015, "mask_rcnn/false_positive": 0.13929298309204596, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.559309463496902, "total_loss": 1.1786203930605552} {"data_time": 0.012617739994311705, "eta_seconds": 40008.77383171538, "fast_rcnn/cls_accuracy": 0.8994140625, "fast_rcnn/false_negative": 0.3558621984417535, "fast_rcnn/fg_cls_accuracy": 0.5562475939063961, "iteration": 199059, "loss_box_reg": 0.23177831573411822, "loss_cls": 0.20808180794119835, "loss_mask": 0.24595458898693323, "loss_rpn_cls": 0.04388414435379673, "loss_rpn_loc": 0.0921500624390319, "loss_sem_seg": 0.31652044830843806, "lr": 0.02, "mask_rcnn/accuracy": 0.881007885849237, "mask_rcnn/false_negative": 0.11227042954831315, "mask_rcnn/false_positive": 0.12630942134528483, "roi_head/num_bg_samples": 429.5, "roi_head/num_fg_samples": 82.5, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.5704770349984756, "total_loss": 1.1697381156263873} {"data_time": 0.01218366399552906, "eta_seconds": 40004.45683795826, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.33585858585858586, "fast_rcnn/fg_cls_accuracy": 0.6242977528089888, "iteration": 199079, "loss_box_reg": 0.23240320093464106, "loss_cls": 0.2112908409908414, "loss_mask": 0.2499891184270382, "loss_rpn_cls": 0.042920662788674235, "loss_rpn_loc": 0.074982070538681, "loss_sem_seg": 0.32490936759859324, "lr": 0.02, "mask_rcnn/accuracy": 0.9059576849871076, "mask_rcnn/false_negative": 0.08286590961544385, "mask_rcnn/false_positive": 0.11843841480425343, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5783415219993913, "total_loss": 1.162600156152621} {"data_time": 0.012443471496226266, "eta_seconds": 39988.51701620418, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.28771033653846156, "fast_rcnn/fg_cls_accuracy": 0.6539845234862884, "iteration": 199099, "loss_box_reg": 0.22635592729784548, "loss_cls": 0.2018396684434265, "loss_mask": 0.24731382820755243, "loss_rpn_cls": 0.044496429793071, "loss_rpn_loc": 0.06559581978945062, "loss_sem_seg": 0.33736746571958065, "lr": 0.02, "mask_rcnn/accuracy": 0.8951426236059328, "mask_rcnn/false_negative": 0.08890911791987989, "mask_rcnn/false_positive": 0.12000686440244228, "roi_head/num_bg_samples": 428.5, "roi_head/num_fg_samples": 83.5, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5630483770000865, "total_loss": 1.1081544103799388} {"data_time": 0.012211197506985627, "eta_seconds": 39987.1965475774, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.36904761904761907, "fast_rcnn/fg_cls_accuracy": 0.6309523809523809, "iteration": 199119, "loss_box_reg": 0.23124142503365874, "loss_cls": 0.20266375551000237, "loss_mask": 0.23937589256092906, "loss_rpn_cls": 0.037407831056043506, "loss_rpn_loc": 0.0701852745260112, "loss_sem_seg": 0.2897081326227635, "lr": 0.02, "mask_rcnn/accuracy": 0.8961686915164359, "mask_rcnn/false_negative": 0.0961358736363852, "mask_rcnn/false_positive": 0.13537424780837065, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5561591680016136, "total_loss": 1.062281715330755} {"data_time": 0.013082029501674697, "eta_seconds": 39975.913637757396, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.30783414731386427, "fast_rcnn/fg_cls_accuracy": 0.637049659201558, "iteration": 199139, "loss_box_reg": 0.2108928458765149, "loss_cls": 0.19817796489223838, "loss_mask": 0.2525460496544838, "loss_rpn_cls": 0.0370918050466571, "loss_rpn_loc": 0.0674411806394346, "loss_sem_seg": 0.2793547725304961, "lr": 0.02, "mask_rcnn/accuracy": 0.8977991677038402, "mask_rcnn/false_negative": 0.098110784466995, "mask_rcnn/false_positive": 0.10804385484875241, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5694200610014377, "total_loss": 1.0835413095119293} {"data_time": 0.012675206999119837, "eta_seconds": 39952.37658071565, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.3323108384458078, "fast_rcnn/fg_cls_accuracy": 0.6275300442757749, "iteration": 199159, "loss_box_reg": 0.20580875442828983, "loss_cls": 0.21613766346126795, "loss_mask": 0.2537594623863697, "loss_rpn_cls": 0.05013339826837182, "loss_rpn_loc": 0.06974996195640415, "loss_sem_seg": 0.34285927237942815, "lr": 0.02, "mask_rcnn/accuracy": 0.887645196649434, "mask_rcnn/false_negative": 0.0918892337180584, "mask_rcnn/false_positive": 0.1434944896440421, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5554930205034907, "total_loss": 1.1500939513498452} {"data_time": 0.013206467505369801, "eta_seconds": 39920.055857450505, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.38245388245388245, "fast_rcnn/fg_cls_accuracy": 0.5860537503795931, "iteration": 199179, "loss_box_reg": 0.2165420986711979, "loss_cls": 0.21107108262367547, "loss_mask": 0.24874275643378496, "loss_rpn_cls": 0.043311100744176656, "loss_rpn_loc": 0.06712522660382092, "loss_sem_seg": 0.2723188470117748, "lr": 0.02, "mask_rcnn/accuracy": 0.8842867998263135, "mask_rcnn/false_negative": 0.1037221178589125, "mask_rcnn/false_positive": 0.12948180225685157, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5613193049939582, "total_loss": 1.157621704885969} {"data_time": 0.012119776503823232, "eta_seconds": 39912.87716079541, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.2659634160026933, "fast_rcnn/fg_cls_accuracy": 0.6853607900347884, "iteration": 199199, "loss_box_reg": 0.25272335996851325, "loss_cls": 0.2140788771212101, "loss_mask": 0.25322886649519205, "loss_rpn_cls": 0.04661221262358595, "loss_rpn_loc": 0.09001166350208223, "loss_sem_seg": 0.3088422566652298, "lr": 0.02, "mask_rcnn/accuracy": 0.9044190337371092, "mask_rcnn/false_negative": 0.08238638442867953, "mask_rcnn/false_positive": 0.11087858796432523, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 234.75, "rpn/num_pos_anchors": 21.25, "time": 0.572546566996607, "total_loss": 1.21825713027647} {"data_time": 0.013084057507512625, "eta_seconds": 39918.53823011582, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.2970861486486487, "fast_rcnn/fg_cls_accuracy": 0.6211575248009253, "iteration": 199219, "loss_box_reg": 0.23225732357241213, "loss_cls": 0.21879012091085315, "loss_mask": 0.24532084073871374, "loss_rpn_cls": 0.044517175934743136, "loss_rpn_loc": 0.0793475847603986, "loss_sem_seg": 0.29964676685631275, "lr": 0.02, "mask_rcnn/accuracy": 0.9055609180609181, "mask_rcnn/false_negative": 0.08043673338736937, "mask_rcnn/false_positive": 0.12957843492521254, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5783414475008612, "total_loss": 1.1357048728386872} {"data_time": 0.012694853001448791, "eta_seconds": 39890.327831175324, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.3305432595573441, "fast_rcnn/fg_cls_accuracy": 0.6382278835386339, "iteration": 199239, "loss_box_reg": 0.22464229760225862, "loss_cls": 0.1973453490063548, "loss_mask": 0.2563175237737596, "loss_rpn_cls": 0.04515092060319148, "loss_rpn_loc": 0.07629821397131309, "loss_sem_seg": 0.29651716828811914, "lr": 0.02, "mask_rcnn/accuracy": 0.8932083781641909, "mask_rcnn/false_negative": 0.0925661557944076, "mask_rcnn/false_positive": 0.11759837500001015, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5623853040015092, "total_loss": 1.1015965173573932} {"data_time": 0.012027715500153136, "eta_seconds": 39907.015031878866, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.32270734380708804, "fast_rcnn/fg_cls_accuracy": 0.6197976463834673, "iteration": 199259, "loss_box_reg": 0.22914792923256755, "loss_cls": 0.1993810241110623, "loss_mask": 0.25082777719944715, "loss_rpn_cls": 0.04517559122177772, "loss_rpn_loc": 0.07787099847337231, "loss_sem_seg": 0.30409320211037993, "lr": 0.02, "mask_rcnn/accuracy": 0.8983405946589806, "mask_rcnn/false_negative": 0.09449767099155945, "mask_rcnn/false_positive": 0.1042060961798834, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 235.25, "rpn/num_pos_anchors": 20.75, "time": 0.5651093245032826, "total_loss": 1.125775191001594} {"data_time": 0.012230781503603794, "eta_seconds": 39895.732461648906, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.30639381365522445, "fast_rcnn/fg_cls_accuracy": 0.642156862745098, "iteration": 199279, "loss_box_reg": 0.22616408625617623, "loss_cls": 0.19599504594225436, "loss_mask": 0.24435321893543005, "loss_rpn_cls": 0.04054214578354731, "loss_rpn_loc": 0.07367622957099229, "loss_sem_seg": 0.3277687090449035, "lr": 0.02, "mask_rcnn/accuracy": 0.8883733864965884, "mask_rcnn/false_negative": 0.09092576078892581, "mask_rcnn/false_positive": 0.12407626783005589, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.5507391354985884, "total_loss": 1.133069043236901} {"data_time": 0.0127015295001911, "eta_seconds": 39865.44362444751, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3104022754977651, "fast_rcnn/fg_cls_accuracy": 0.5645863570391872, "iteration": 199299, "loss_box_reg": 0.2278419507201761, "loss_cls": 0.2171825566329062, "loss_mask": 0.2487154807895422, "loss_rpn_cls": 0.04557963690604083, "loss_rpn_loc": 0.09105517028365284, "loss_sem_seg": 0.28145917621441185, "lr": 0.02, "mask_rcnn/accuracy": 0.9010777136941733, "mask_rcnn/false_negative": 0.08636571363405658, "mask_rcnn/false_positive": 0.11342774301972393, "roi_head/num_bg_samples": 431.75, "roi_head/num_fg_samples": 80.25, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5577809835012886, "total_loss": 1.1102634361304808} {"data_time": 0.012216511502629146, "eta_seconds": 39845.22917193515, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.35169318645450837, "fast_rcnn/fg_cls_accuracy": 0.5818517792647759, "iteration": 199319, "loss_box_reg": 0.2106847818940878, "loss_cls": 0.19875486148521304, "loss_mask": 0.2481919266283512, "loss_rpn_cls": 0.04192745697218925, "loss_rpn_loc": 0.0663461264630314, "loss_sem_seg": 0.3309217467904091, "lr": 0.02, "mask_rcnn/accuracy": 0.8992659376764918, "mask_rcnn/false_negative": 0.07196653671883452, "mask_rcnn/false_positive": 0.12170574222808675, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5540890660049627, "total_loss": 1.1246358207426965} {"data_time": 0.01197953149676323, "eta_seconds": 39831.09404385102, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.3258193241636951, "fast_rcnn/fg_cls_accuracy": 0.6709755476311767, "iteration": 199339, "loss_box_reg": 0.20992231834679842, "loss_cls": 0.19038469926454127, "loss_mask": 0.2445672433823347, "loss_rpn_cls": 0.041033056942978874, "loss_rpn_loc": 0.0726497612959065, "loss_sem_seg": 0.3671153006143868, "lr": 0.02, "mask_rcnn/accuracy": 0.8884868263711735, "mask_rcnn/false_negative": 0.10775304519099989, "mask_rcnn/false_positive": 0.10060499087714489, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 205.75, "rpn/num_pos_anchors": 50.25, "time": 0.5671653509998578, "total_loss": 1.094835442101612} {"data_time": 0.013018316494708415, "eta_seconds": 39819.82018867098, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3299319727891156, "fast_rcnn/fg_cls_accuracy": 0.6614583333333333, "iteration": 199359, "loss_box_reg": 0.23429332580417395, "loss_cls": 0.19901951309293509, "loss_mask": 0.2638540007174015, "loss_rpn_cls": 0.040206875128205866, "loss_rpn_loc": 0.0697632972151041, "loss_sem_seg": 0.2993997004814446, "lr": 0.02, "mask_rcnn/accuracy": 0.8978460474302867, "mask_rcnn/false_negative": 0.08344363270300285, "mask_rcnn/false_positive": 0.11981827132512794, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.558519571000943, "total_loss": 1.112058017635718} {"data_time": 0.012192785994557198, "eta_seconds": 39802.29764590231, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.3345771144278607, "fast_rcnn/fg_cls_accuracy": 0.6440244720080456, "iteration": 199379, "loss_box_reg": 0.21758637204766273, "loss_cls": 0.19644076144322753, "loss_mask": 0.24633591528981924, "loss_rpn_cls": 0.04478719097096473, "loss_rpn_loc": 0.078378148493357, "loss_sem_seg": 0.2914287489838898, "lr": 0.02, "mask_rcnn/accuracy": 0.8906174202682732, "mask_rcnn/false_negative": 0.09154629659744239, "mask_rcnn/false_positive": 0.11033526162452469, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 0.5517035315060639, "total_loss": 1.097488045837963} {"data_time": 0.01252723450306803, "eta_seconds": 39793.66197865688, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3282836554208975, "fast_rcnn/fg_cls_accuracy": 0.6478380503144654, "iteration": 199399, "loss_box_reg": 0.23034473392181098, "loss_cls": 0.21561096794903278, "loss_mask": 0.2493431894108653, "loss_rpn_cls": 0.04719100796501152, "loss_rpn_loc": 0.08830200525699183, "loss_sem_seg": 0.29626705404371023, "lr": 0.02, "mask_rcnn/accuracy": 0.8932790645490192, "mask_rcnn/false_negative": 0.0776361654700968, "mask_rcnn/false_positive": 0.13493353591365692, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.5678395459981402, "total_loss": 1.1150292698876} {"data_time": 0.01252711849519983, "eta_seconds": 39779.34766898439, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.3703304597701149, "fast_rcnn/fg_cls_accuracy": 0.6091008771929824, "iteration": 199419, "loss_box_reg": 0.2386767715215683, "loss_cls": 0.22068160329945385, "loss_mask": 0.25657248869538307, "loss_rpn_cls": 0.04619905733852647, "loss_rpn_loc": 0.08829719241475686, "loss_sem_seg": 0.3434338020160794, "lr": 0.02, "mask_rcnn/accuracy": 0.9041182445200302, "mask_rcnn/false_negative": 0.09026182091189351, "mask_rcnn/false_positive": 0.10864600316708137, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5680014550016494, "total_loss": 1.2207127006840892} {"data_time": 0.012078841005859431, "eta_seconds": 39766.793605467334, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.352361673414305, "fast_rcnn/fg_cls_accuracy": 0.5981651376146788, "iteration": 199439, "loss_box_reg": 0.2201171861961484, "loss_cls": 0.20374718820676208, "loss_mask": 0.23941010795533657, "loss_rpn_cls": 0.03942801937228069, "loss_rpn_loc": 0.0636127112666145, "loss_sem_seg": 0.3074520581867546, "lr": 0.02, "mask_rcnn/accuracy": 0.8935692478745885, "mask_rcnn/false_negative": 0.09148490906588279, "mask_rcnn/false_positive": 0.12201682003377029, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 238.25, "rpn/num_pos_anchors": 17.75, "time": 0.559251086495351, "total_loss": 1.0889429487178859} {"data_time": 0.012248419996467419, "eta_seconds": 39757.20930374244, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3588203463203463, "fast_rcnn/fg_cls_accuracy": 0.5972222222222222, "iteration": 199459, "loss_box_reg": 0.22140078339725733, "loss_cls": 0.21355627430602908, "loss_mask": 0.2587377140298486, "loss_rpn_cls": 0.04009823128581047, "loss_rpn_loc": 0.08025152876507491, "loss_sem_seg": 0.31882297387346625, "lr": 0.02, "mask_rcnn/accuracy": 0.8957481567188279, "mask_rcnn/false_negative": 0.1054450484324623, "mask_rcnn/false_positive": 0.12027986949870832, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5767733454995323, "total_loss": 1.1230610956263263} {"data_time": 0.012326915501034819, "eta_seconds": 39745.53175733481, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.3190909090909091, "fast_rcnn/fg_cls_accuracy": 0.6154582319545823, "iteration": 199479, "loss_box_reg": 0.2427849667146802, "loss_cls": 0.2206362304277718, "loss_mask": 0.2613682020455599, "loss_rpn_cls": 0.04647739198117051, "loss_rpn_loc": 0.08428860700223595, "loss_sem_seg": 0.2985640810802579, "lr": 0.02, "mask_rcnn/accuracy": 0.904957617967822, "mask_rcnn/false_negative": 0.08591453990358124, "mask_rcnn/false_positive": 0.10944026089365871, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.5638076845061732, "total_loss": 1.1748964005382732} {"data_time": 0.013632158508698922, "eta_seconds": 39728.37080326246, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.42896235159111973, "fast_rcnn/fg_cls_accuracy": 0.5287043432332508, "iteration": 199499, "loss_box_reg": 0.22966907219961286, "loss_cls": 0.21653020405210555, "loss_mask": 0.24546957295387983, "loss_rpn_cls": 0.0400787766702706, "loss_rpn_loc": 0.06839580647647381, "loss_sem_seg": 0.33584597799926996, "lr": 0.02, "mask_rcnn/accuracy": 0.8812040752927452, "mask_rcnn/false_negative": 0.10567622764046695, "mask_rcnn/false_positive": 0.12531631099831667, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5601912850033841, "total_loss": 1.1778333432157524} {"data_time": 0.01202462549554184, "eta_seconds": 39705.40509794465, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.24495557201036655, "fast_rcnn/fg_cls_accuracy": 0.6418390804597701, "iteration": 199519, "loss_box_reg": 0.2171539580449462, "loss_cls": 0.21149759157560766, "loss_mask": 0.2530416981317103, "loss_rpn_cls": 0.04524775024037808, "loss_rpn_loc": 0.0739996216725558, "loss_sem_seg": 0.3404695545323193, "lr": 0.02, "mask_rcnn/accuracy": 0.9043867910536307, "mask_rcnn/false_negative": 0.08294872355575528, "mask_rcnn/false_positive": 0.10777947600271603, "roi_head/num_bg_samples": 465.0, "roi_head/num_fg_samples": 47.0, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5740380464994814, "total_loss": 1.138359216885874} {"data_time": 0.012332233498455025, "eta_seconds": 39687.725743183524, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.31085526315789475, "fast_rcnn/fg_cls_accuracy": 0.5990430622009569, "iteration": 199539, "loss_box_reg": 0.21794632077217102, "loss_cls": 0.20170843927189708, "loss_mask": 0.2546327030286193, "loss_rpn_cls": 0.04250090313144028, "loss_rpn_loc": 0.07589938337332569, "loss_sem_seg": 0.33199056051671505, "lr": 0.02, "mask_rcnn/accuracy": 0.9010451009875484, "mask_rcnn/false_negative": 0.08210065036832861, "mask_rcnn/false_positive": 0.11658493293818908, "roi_head/num_bg_samples": 456.25, "roi_head/num_fg_samples": 55.75, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5662666085045203, "total_loss": 1.095091658498859} {"data_time": 0.013625986503029708, "eta_seconds": 39682.8711355446, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.32205387205387204, "fast_rcnn/fg_cls_accuracy": 0.6282254863040889, "iteration": 199559, "loss_box_reg": 0.2212256332859397, "loss_cls": 0.20980881177820265, "loss_mask": 0.24830115912482142, "loss_rpn_cls": 0.04616594052640721, "loss_rpn_loc": 0.0627557133557275, "loss_sem_seg": 0.30897181015461683, "lr": 0.02, "mask_rcnn/accuracy": 0.898868142930058, "mask_rcnn/false_negative": 0.09843537615886853, "mask_rcnn/false_positive": 0.1112277680901194, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5632590515015181, "total_loss": 1.1574361390958074} {"data_time": 0.011925138998776674, "eta_seconds": 39644.140562729895, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.26031746031746034, "fast_rcnn/fg_cls_accuracy": 0.7033068783068783, "iteration": 199579, "loss_box_reg": 0.21832016110420227, "loss_cls": 0.18016991764307022, "loss_mask": 0.2494743512943387, "loss_rpn_cls": 0.04250310442876071, "loss_rpn_loc": 0.07256625185254961, "loss_sem_seg": 0.3238524845801294, "lr": 0.02, "mask_rcnn/accuracy": 0.910191444633409, "mask_rcnn/false_negative": 0.08035930457880591, "mask_rcnn/false_positive": 0.09413746442235554, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5613079280083184, "total_loss": 1.0908589361424674} {"data_time": 0.011600468998949509, "eta_seconds": 39620.59341457995, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.30922151687270294, "fast_rcnn/fg_cls_accuracy": 0.6753600280997542, "iteration": 199599, "loss_box_reg": 0.23929474444594234, "loss_cls": 0.19595096446573734, "loss_mask": 0.24534245999529958, "loss_rpn_cls": 0.04063670019968413, "loss_rpn_loc": 0.07559856434818357, "loss_sem_seg": 0.31397421564906836, "lr": 0.02, "mask_rcnn/accuracy": 0.8875879922900741, "mask_rcnn/false_negative": 0.08695541591421072, "mask_rcnn/false_positive": 0.14069264750658286, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.5729930075031007, "total_loss": 1.1566900340549182} {"data_time": 0.01309726299950853, "eta_seconds": 39642.665098863195, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.36403290129611166, "fast_rcnn/fg_cls_accuracy": 0.5771466905187835, "iteration": 199619, "loss_box_reg": 0.21846237918362021, "loss_cls": 0.20728558488190174, "loss_mask": 0.24415351077914238, "loss_rpn_cls": 0.039640472357859835, "loss_rpn_loc": 0.07441396120702848, "loss_sem_seg": 0.3267020769417286, "lr": 0.02, "mask_rcnn/accuracy": 0.9001224489795918, "mask_rcnn/false_negative": 0.08790227595659703, "mask_rcnn/false_positive": 0.12405502114422781, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.5714401730001555, "total_loss": 1.1257047506805975} {"data_time": 0.011746007003239356, "eta_seconds": 39625.548681888795, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.32547428780577076, "fast_rcnn/fg_cls_accuracy": 0.6630192382028486, "iteration": 199639, "loss_box_reg": 0.2288700407370925, "loss_cls": 0.21724610263481736, "loss_mask": 0.24678308237344027, "loss_rpn_cls": 0.04850522865308449, "loss_rpn_loc": 0.0774941947311163, "loss_sem_seg": 0.31013929820619524, "lr": 0.02, "mask_rcnn/accuracy": 0.8897994744123123, "mask_rcnn/false_negative": 0.09503892056880986, "mask_rcnn/false_positive": 0.12920627085694247, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 207.0, "rpn/num_pos_anchors": 49.0, "time": 0.5635123910033144, "total_loss": 1.1505785759654827} {"data_time": 0.013025887499679811, "eta_seconds": 39638.208403742996, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.41539077799537116, "fast_rcnn/fg_cls_accuracy": 0.521593618191821, "iteration": 199659, "loss_box_reg": 0.23360687773674726, "loss_cls": 0.21360810799524188, "loss_mask": 0.24123050458729267, "loss_rpn_cls": 0.04451398446690291, "loss_rpn_loc": 0.07566026668064296, "loss_sem_seg": 0.29119723569601774, "lr": 0.02, "mask_rcnn/accuracy": 0.8770943614244283, "mask_rcnn/false_negative": 0.09829318233474647, "mask_rcnn/false_positive": 0.13879409444988508, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.5872529650077922, "total_loss": 1.1101341470784973} {"data_time": 0.012363409499812406, "eta_seconds": 39618.57412412751, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.34755674496976907, "fast_rcnn/fg_cls_accuracy": 0.6280828883803713, "iteration": 199679, "loss_box_reg": 0.22560482565313578, "loss_cls": 0.2044252003543079, "loss_mask": 0.24507016455754638, "loss_rpn_cls": 0.04501121751673054, "loss_rpn_loc": 0.08131074579432607, "loss_sem_seg": 0.31433079950511456, "lr": 0.02, "mask_rcnn/accuracy": 0.8974769756300689, "mask_rcnn/false_negative": 0.09387705278089975, "mask_rcnn/false_positive": 0.12244967121448967, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5540676650052774, "total_loss": 1.0880838187295012} {"data_time": 0.011391333500796463, "eta_seconds": 39621.540081286345, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.35224258254091334, "fast_rcnn/fg_cls_accuracy": 0.6127524871872174, "iteration": 199699, "loss_box_reg": 0.22650246764533222, "loss_cls": 0.20419130055233836, "loss_mask": 0.2601635530591011, "loss_rpn_cls": 0.04041177639737725, "loss_rpn_loc": 0.07791488664224744, "loss_sem_seg": 0.3039801032282412, "lr": 0.02, "mask_rcnn/accuracy": 0.9039539975884929, "mask_rcnn/false_negative": 0.08743066413229544, "mask_rcnn/false_positive": 0.11343037548491054, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5668699934976758, "total_loss": 1.0997608334873803} {"data_time": 0.012179689991171472, "eta_seconds": 39616.70047432164, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.26646119361165593, "fast_rcnn/fg_cls_accuracy": 0.6809161780813091, "iteration": 199719, "loss_box_reg": 0.20950700878165662, "loss_cls": 0.1978709315881133, "loss_mask": 0.24646358005702496, "loss_rpn_cls": 0.036155189300188795, "loss_rpn_loc": 0.07764535106252879, "loss_sem_seg": 0.31755900848656893, "lr": 0.02, "mask_rcnn/accuracy": 0.8908109057019937, "mask_rcnn/false_negative": 0.09512543806695342, "mask_rcnn/false_positive": 0.13342619396018146, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 235.75, "rpn/num_pos_anchors": 20.25, "time": 0.5715858059993479, "total_loss": 1.0466298762112274} {"data_time": 0.011574470503546763, "eta_seconds": 39608.46121092423, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.3358974358974359, "fast_rcnn/fg_cls_accuracy": 0.6570404172099087, "iteration": 199739, "loss_box_reg": 0.24244477378670126, "loss_cls": 0.20232189306989312, "loss_mask": 0.2530935872346163, "loss_rpn_cls": 0.03546910031582229, "loss_rpn_loc": 0.08471206968533807, "loss_sem_seg": 0.3005825821310282, "lr": 0.02, "mask_rcnn/accuracy": 0.8921314215341309, "mask_rcnn/false_negative": 0.0900367839612902, "mask_rcnn/false_positive": 0.12933401328486954, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.5670213544945, "total_loss": 1.0781620840134565} {"data_time": 0.013074577502266038, "eta_seconds": 39614.83133108179, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.3377410109431996, "fast_rcnn/fg_cls_accuracy": 0.641438555620268, "iteration": 199759, "loss_box_reg": 0.2368326814030297, "loss_cls": 0.20375204412266612, "loss_mask": 0.2537870230153203, "loss_rpn_cls": 0.04166762885870412, "loss_rpn_loc": 0.07301772403297946, "loss_sem_seg": 0.2900031292811036, "lr": 0.02, "mask_rcnn/accuracy": 0.8894241488461413, "mask_rcnn/false_negative": 0.10875366937620706, "mask_rcnn/false_positive": 0.10773888680325486, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5736303994999616, "total_loss": 1.1109286997234449} {"data_time": 0.012921128494781442, "eta_seconds": 39603.55164220177, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.29335038363171356, "fast_rcnn/fg_cls_accuracy": 0.6645833333333333, "iteration": 199779, "loss_box_reg": 0.23458669055253267, "loss_cls": 0.21181715780403465, "loss_mask": 0.24694295041263103, "loss_rpn_cls": 0.036724037141539156, "loss_rpn_loc": 0.06271939829457551, "loss_sem_seg": 0.29657197277992964, "lr": 0.02, "mask_rcnn/accuracy": 0.9018923661220266, "mask_rcnn/false_negative": 0.08442018584767479, "mask_rcnn/false_positive": 0.12135897368524096, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5697939724996104, "total_loss": 1.0819106957642362} {"data_time": 0.012175274001492653, "eta_seconds": 39619.89811793494, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.2937192118226601, "fast_rcnn/fg_cls_accuracy": 0.6728786342123056, "iteration": 199799, "loss_box_reg": 0.21243459777906537, "loss_cls": 0.19658072269521654, "loss_mask": 0.23706991970539093, "loss_rpn_cls": 0.0425845222780481, "loss_rpn_loc": 0.06486632113228552, "loss_sem_seg": 0.29797601653262973, "lr": 0.02, "mask_rcnn/accuracy": 0.9082517155931807, "mask_rcnn/false_negative": 0.08532334936891975, "mask_rcnn/false_positive": 0.09972389537122064, "roi_head/num_bg_samples": 456.25, "roi_head/num_fg_samples": 55.75, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5739068490001955, "total_loss": 1.0699890482064802} {"data_time": 0.012651089506107382, "eta_seconds": 39611.932120173886, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.2758451257861635, "fast_rcnn/fg_cls_accuracy": 0.7131076388888888, "iteration": 199819, "loss_box_reg": 0.2361167569179088, "loss_cls": 0.1998053672723472, "loss_mask": 0.2554963962174952, "loss_rpn_cls": 0.04242237613652833, "loss_rpn_loc": 0.06822510802885517, "loss_sem_seg": 0.2933661874849349, "lr": 0.02, "mask_rcnn/accuracy": 0.8894335446275361, "mask_rcnn/false_negative": 0.10792196672460129, "mask_rcnn/false_positive": 0.12158281678668316, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5635331135054003, "total_loss": 1.1054588959232206} {"data_time": 0.01161587499518646, "eta_seconds": 39602.998848625786, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.28803267045454545, "fast_rcnn/fg_cls_accuracy": 0.6291035353535354, "iteration": 199839, "loss_box_reg": 0.22013543546199799, "loss_cls": 0.19938394357450306, "loss_mask": 0.2520362427458167, "loss_rpn_cls": 0.05164592379878741, "loss_rpn_loc": 0.08176727266982198, "loss_sem_seg": 0.32877027487847954, "lr": 0.02, "mask_rcnn/accuracy": 0.8941609977324263, "mask_rcnn/false_negative": 0.08472540540662792, "mask_rcnn/false_positive": 0.12936203841377142, "roi_head/num_bg_samples": 430.25, "roi_head/num_fg_samples": 81.75, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5669953440010431, "total_loss": 1.13160829548724} {"data_time": 0.012286153498280328, "eta_seconds": 39591.709671205674, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.2697403053167222, "fast_rcnn/fg_cls_accuracy": 0.6864156515319306, "iteration": 199859, "loss_box_reg": 0.2171028081793338, "loss_cls": 0.1953237287234515, "loss_mask": 0.2616693200543523, "loss_rpn_cls": 0.0463409068324836, "loss_rpn_loc": 0.08253265602979809, "loss_sem_seg": 0.3140206388197839, "lr": 0.02, "mask_rcnn/accuracy": 0.9039610824249378, "mask_rcnn/false_negative": 0.06793789978144417, "mask_rcnn/false_positive": 0.10390629155311243, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5574047959962627, "total_loss": 1.1253409798810026} {"data_time": 0.011780663502577227, "eta_seconds": 39578.06660205345, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.37867956265769553, "fast_rcnn/fg_cls_accuracy": 0.5830595107703542, "iteration": 199879, "loss_box_reg": 0.23981116339564323, "loss_cls": 0.21424667676910758, "loss_mask": 0.2723553944379091, "loss_rpn_cls": 0.04705184925114736, "loss_rpn_loc": 0.09565815009409562, "loss_sem_seg": 0.2970765042118728, "lr": 0.02, "mask_rcnn/accuracy": 0.8680536061560189, "mask_rcnn/false_negative": 0.09978413927474415, "mask_rcnn/false_positive": 0.15613240243594267, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.5563781340024434, "total_loss": 1.2235010344302282} {"data_time": 0.012127681497076992, "eta_seconds": 39555.21034374733, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.34641445511010727, "fast_rcnn/fg_cls_accuracy": 0.5869527068526805, "iteration": 199899, "loss_box_reg": 0.21931635588407516, "loss_cls": 0.22042468353174627, "loss_mask": 0.2488987036049366, "loss_rpn_cls": 0.046797544753644615, "loss_rpn_loc": 0.07322753529297188, "loss_sem_seg": 0.30917062261141837, "lr": 0.02, "mask_rcnn/accuracy": 0.8900813081240431, "mask_rcnn/false_negative": 0.08449527150238642, "mask_rcnn/false_positive": 0.11589915699883108, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5565303194962326, "total_loss": 1.089784476935165} {"data_time": 0.012200247503642458, "eta_seconds": 39542.29284609218, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.275261492768595, "fast_rcnn/fg_cls_accuracy": 0.6368053576517526, "iteration": 199919, "loss_box_reg": 0.21180922305211425, "loss_cls": 0.19630974810570478, "loss_mask": 0.24629940930753946, "loss_rpn_cls": 0.0449170061328914, "loss_rpn_loc": 0.07430507589015178, "loss_sem_seg": 0.3241832577623427, "lr": 0.02, "mask_rcnn/accuracy": 0.8944818225462197, "mask_rcnn/false_negative": 0.09369573255786276, "mask_rcnn/false_positive": 0.1372215045156315, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5577397650049534, "total_loss": 1.0918735864470364} {"data_time": 0.011557316502148751, "eta_seconds": 39537.18338806981, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.2636724960254372, "fast_rcnn/fg_cls_accuracy": 0.7184152011319992, "iteration": 199939, "loss_box_reg": 0.215881266631186, "loss_cls": 0.18570601334795356, "loss_mask": 0.2359206946566701, "loss_rpn_cls": 0.04291978330002166, "loss_rpn_loc": 0.0753175521385856, "loss_sem_seg": 0.3140436070971191, "lr": 0.02, "mask_rcnn/accuracy": 0.9026290553076267, "mask_rcnn/false_negative": 0.07328971725641326, "mask_rcnn/false_positive": 0.1195654544746595, "roi_head/num_bg_samples": 456.25, "roi_head/num_fg_samples": 55.75, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5543227935049799, "total_loss": 1.103886446231627} {"data_time": 0.012988361500902101, "eta_seconds": 39509.74823243722, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.4047010730710271, "fast_rcnn/fg_cls_accuracy": 0.5785361842105263, "iteration": 199959, "loss_box_reg": 0.23090875521302223, "loss_cls": 0.2108077108860016, "loss_mask": 0.2451723301783204, "loss_rpn_cls": 0.04161333398951683, "loss_rpn_loc": 0.06405777743202634, "loss_sem_seg": 0.31854966445825994, "lr": 0.02, "mask_rcnn/accuracy": 0.8956513979881726, "mask_rcnn/false_negative": 0.09328225805009624, "mask_rcnn/false_positive": 0.12717608098861038, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5502232409999124, "total_loss": 1.110865894544986} {"data_time": 0.012558993003040086, "eta_seconds": 39498.466340907275, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.2599446786090622, "fast_rcnn/fg_cls_accuracy": 0.6977541656604684, "iteration": 199979, "loss_box_reg": 0.22408780036494136, "loss_cls": 0.19139498379081488, "loss_mask": 0.24578029615804553, "loss_rpn_cls": 0.03745389859250281, "loss_rpn_loc": 0.06245832791319117, "loss_sem_seg": 0.30020800791680813, "lr": 0.02, "mask_rcnn/accuracy": 0.9080512272476559, "mask_rcnn/false_negative": 0.09599840053959838, "mask_rcnn/false_positive": 0.1035364543453594, "roi_head/num_bg_samples": 459.5, "roi_head/num_fg_samples": 52.5, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5556903085016529, "total_loss": 1.0445518819324207} {"data_time": 0.012477265998313669, "eta_seconds": 39507.0225232342, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.28337164750957855, "fast_rcnn/fg_cls_accuracy": 0.6395303931412682, "iteration": 199999, "loss_box_reg": 0.21738074766471982, "loss_cls": 0.20109422272071242, "loss_mask": 0.25020089372992516, "loss_rpn_cls": 0.04242860447266139, "loss_rpn_loc": 0.07756514789070934, "loss_sem_seg": 0.30554710305295885, "lr": 0.02, "mask_rcnn/accuracy": 0.8980029907532634, "mask_rcnn/false_negative": 0.08619121689710937, "mask_rcnn/false_positive": 0.12180875240210001, "roi_head/num_bg_samples": 431.0, "roi_head/num_fg_samples": 81.0, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.5709148614914739, "total_loss": 1.1062637271825224} {"data_time": 0.01201031399978092, "eta_seconds": 39504.03551492681, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.23228574182975031, "fast_rcnn/fg_cls_accuracy": 0.6745011927998266, "iteration": 200019, "loss_box_reg": 0.24454657803289592, "loss_cls": 0.20593664469197392, "loss_mask": 0.2537125162780285, "loss_rpn_cls": 0.041663211304694414, "loss_rpn_loc": 0.07797159516485408, "loss_sem_seg": 0.3012519390322268, "lr": 0.02, "mask_rcnn/accuracy": 0.8950483490530112, "mask_rcnn/false_negative": 0.10155504950800791, "mask_rcnn/false_positive": 0.12611171412904248, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5751256335061044, "total_loss": 1.1744633319758577} {"data_time": 0.013362297002458945, "eta_seconds": 39494.487681894156, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.3274456521739131, "fast_rcnn/fg_cls_accuracy": 0.6472567287784678, "iteration": 200039, "loss_box_reg": 0.22296591196209192, "loss_cls": 0.19208931468892843, "loss_mask": 0.23859834857285023, "loss_rpn_cls": 0.04628062203119043, "loss_rpn_loc": 0.07882713287835941, "loss_sem_seg": 0.2650947831571102, "lr": 0.02, "mask_rcnn/accuracy": 0.8893798993107176, "mask_rcnn/false_negative": 0.08392049664513243, "mask_rcnn/false_positive": 0.13492000411591415, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5619269159942633, "total_loss": 1.1074958879326005} {"data_time": 0.012227829502080567, "eta_seconds": 39478.81789700455, "fast_rcnn/cls_accuracy": 0.91064453125, "fast_rcnn/false_negative": 0.3735991962284566, "fast_rcnn/fg_cls_accuracy": 0.5388190599361435, "iteration": 200059, "loss_box_reg": 0.24962643370963633, "loss_cls": 0.2042820213828236, "loss_mask": 0.24752265214920044, "loss_rpn_cls": 0.04292909725336358, "loss_rpn_loc": 0.0750741504598409, "loss_sem_seg": 0.2625487046316266, "lr": 0.02, "mask_rcnn/accuracy": 0.8807502762251398, "mask_rcnn/false_negative": 0.09047474656829387, "mask_rcnn/false_positive": 0.14970658742226026, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5624252960042213, "total_loss": 1.0798304819618352} {"data_time": 0.011602217506151646, "eta_seconds": 39436.39758277329, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.2933220625528318, "fast_rcnn/fg_cls_accuracy": 0.6881169677779848, "iteration": 200079, "loss_box_reg": 0.2293862015940249, "loss_cls": 0.1922650767955929, "loss_mask": 0.24390854500234127, "loss_rpn_cls": 0.0377237224165583, "loss_rpn_loc": 0.07692722903448157, "loss_sem_seg": 0.2921010395511985, "lr": 0.02, "mask_rcnn/accuracy": 0.8998342766458981, "mask_rcnn/false_negative": 0.08373368006619533, "mask_rcnn/false_positive": 0.11732280601447542, "roi_head/num_bg_samples": 469.75, "roi_head/num_fg_samples": 42.25, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 0.5535451870018733, "total_loss": 1.1070544534013607} {"data_time": 0.011564874497707933, "eta_seconds": 39425.11731001324, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.31528925619834713, "fast_rcnn/fg_cls_accuracy": 0.667511655011655, "iteration": 200099, "loss_box_reg": 0.2106392205459997, "loss_cls": 0.19530329445842654, "loss_mask": 0.23798687662929296, "loss_rpn_cls": 0.04053115592978429, "loss_rpn_loc": 0.07214832061436027, "loss_sem_seg": 0.34981785900890827, "lr": 0.02, "mask_rcnn/accuracy": 0.8935598441736835, "mask_rcnn/false_negative": 0.08203455552342084, "mask_rcnn/false_positive": 0.1149565552498683, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5569207969965646, "total_loss": 1.151412283303216} {"data_time": 0.01216374899377115, "eta_seconds": 39441.026546714944, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.3218061674008811, "fast_rcnn/fg_cls_accuracy": 0.6550612508059317, "iteration": 200119, "loss_box_reg": 0.2369818442966789, "loss_cls": 0.21254263212904334, "loss_mask": 0.2577941291965544, "loss_rpn_cls": 0.045969498038175516, "loss_rpn_loc": 0.08454771438846365, "loss_sem_seg": 0.30462802620604634, "lr": 0.02, "mask_rcnn/accuracy": 0.8830438557102596, "mask_rcnn/false_negative": 0.09631327218377084, "mask_rcnn/false_positive": 0.13078117173551385, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5770790034948732, "total_loss": 1.182348025176907} {"data_time": 0.012152403498475906, "eta_seconds": 39431.31602353155, "fast_rcnn/cls_accuracy": 0.9052734375, "fast_rcnn/false_negative": 0.40460133473832105, "fast_rcnn/fg_cls_accuracy": 0.5503464021413951, "iteration": 200139, "loss_box_reg": 0.24535833206027746, "loss_cls": 0.2198625272139907, "loss_mask": 0.2544323420152068, "loss_rpn_cls": 0.0456396039808169, "loss_rpn_loc": 0.07993987650843337, "loss_sem_seg": 0.2877466604113579, "lr": 0.02, "mask_rcnn/accuracy": 0.8750418001763403, "mask_rcnn/false_negative": 0.09216624603762624, "mask_rcnn/false_positive": 0.1490832444349482, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.5721615194997867, "total_loss": 1.1872588288679253} {"data_time": 0.012383936496917158, "eta_seconds": 39415.903196674175, "fast_rcnn/cls_accuracy": 0.9560546875, "fast_rcnn/false_negative": 0.25853587962962965, "fast_rcnn/fg_cls_accuracy": 0.7076601328631182, "iteration": 200159, "loss_box_reg": 0.20044468739069998, "loss_cls": 0.1796946325339377, "loss_mask": 0.23605589661747217, "loss_rpn_cls": 0.03744143227231689, "loss_rpn_loc": 0.06690567423356697, "loss_sem_seg": 0.37104490119963884, "lr": 0.02, "mask_rcnn/accuracy": 0.9122938449963763, "mask_rcnn/false_negative": 0.07016074132800817, "mask_rcnn/false_positive": 0.11783162292123922, "roi_head/num_bg_samples": 462.0, "roi_head/num_fg_samples": 50.0, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5604912499984493, "total_loss": 1.094471619988326} {"data_time": 0.011652551002043765, "eta_seconds": 39411.08283248387, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.3227816550348953, "fast_rcnn/fg_cls_accuracy": 0.638290281147424, "iteration": 200179, "loss_box_reg": 0.21524802967905998, "loss_cls": 0.19907181663438678, "loss_mask": 0.23682847805321217, "loss_rpn_cls": 0.037900134979281574, "loss_rpn_loc": 0.07561461813747883, "loss_sem_seg": 0.3050919431261718, "lr": 0.02, "mask_rcnn/accuracy": 0.9079290644829361, "mask_rcnn/false_negative": 0.07948416779781384, "mask_rcnn/false_positive": 0.10852691014978148, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.565302705996146, "total_loss": 1.0806847218591429} {"data_time": 0.012075673002982512, "eta_seconds": 39404.157159360315, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.33558478492712407, "fast_rcnn/fg_cls_accuracy": 0.6223345588235294, "iteration": 200199, "loss_box_reg": 0.21673133841250092, "loss_cls": 0.18781206430867314, "loss_mask": 0.24408424645662308, "loss_rpn_cls": 0.03786089440109208, "loss_rpn_loc": 0.07023073706659488, "loss_sem_seg": 0.31359990406781435, "lr": 0.02, "mask_rcnn/accuracy": 0.8956492180040136, "mask_rcnn/false_negative": 0.0826452909738402, "mask_rcnn/false_positive": 0.14178081755136063, "roi_head/num_bg_samples": 458.75, "roi_head/num_fg_samples": 53.25, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5863351584994234, "total_loss": 1.06870080986846} {"data_time": 0.013649514999997336, "eta_seconds": 39388.50447764365, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.3796882325363338, "fast_rcnn/fg_cls_accuracy": 0.5745370370370371, "iteration": 200219, "loss_box_reg": 0.20263158064335585, "loss_cls": 0.17401750292629004, "loss_mask": 0.24209134560078382, "loss_rpn_cls": 0.02927951931633288, "loss_rpn_loc": 0.057375641306862235, "loss_sem_seg": 0.3189274265896529, "lr": 0.02, "mask_rcnn/accuracy": 0.8865419928747361, "mask_rcnn/false_negative": 0.09126943326166956, "mask_rcnn/false_positive": 0.13822797560911254, "roi_head/num_bg_samples": 460.25, "roi_head/num_fg_samples": 51.75, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5679132045042934, "total_loss": 1.0364496776892338} {"data_time": 0.013212341495091096, "eta_seconds": 39392.06030128788, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.35704495614035087, "fast_rcnn/fg_cls_accuracy": 0.6081539074960127, "iteration": 200239, "loss_box_reg": 0.24571132101118565, "loss_cls": 0.22511343145743012, "loss_mask": 0.24220090731978416, "loss_rpn_cls": 0.04203386459266767, "loss_rpn_loc": 0.08605836919741705, "loss_sem_seg": 0.3102666288614273, "lr": 0.02, "mask_rcnn/accuracy": 0.8881637982828459, "mask_rcnn/false_negative": 0.09691469452633224, "mask_rcnn/false_positive": 0.12406485772430006, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5703938700098661, "total_loss": 1.150905451606377} {"data_time": 0.012592289502208587, "eta_seconds": 39380.76686790783, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.26724137931034486, "fast_rcnn/fg_cls_accuracy": 0.7007139797229758, "iteration": 200259, "loss_box_reg": 0.2341189298313111, "loss_cls": 0.20487599982880056, "loss_mask": 0.24825164955109358, "loss_rpn_cls": 0.037676577194361016, "loss_rpn_loc": 0.07974937453400344, "loss_sem_seg": 0.32313285442069173, "lr": 0.02, "mask_rcnn/accuracy": 0.8983523120744568, "mask_rcnn/false_negative": 0.08465668695631581, "mask_rcnn/false_positive": 0.12001676451395664, "roi_head/num_bg_samples": 468.75, "roi_head/num_fg_samples": 43.25, "rpn/num_neg_anchors": 240.75, "rpn/num_pos_anchors": 15.25, "time": 0.5643409640033497, "total_loss": 1.1343643471045652} {"data_time": 0.012363483998342417, "eta_seconds": 39372.54732868401, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.28724559023066487, "fast_rcnn/fg_cls_accuracy": 0.7015603799185889, "iteration": 200279, "loss_box_reg": 0.22457559366011992, "loss_cls": 0.19011746678734198, "loss_mask": 0.24023897806182504, "loss_rpn_cls": 0.038906611589482054, "loss_rpn_loc": 0.07445391961664427, "loss_sem_seg": 0.29781451588496566, "lr": 0.02, "mask_rcnn/accuracy": 0.8777802918655688, "mask_rcnn/false_negative": 0.1066777665509126, "mask_rcnn/false_positive": 0.11859690744438683, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5632974599939189, "total_loss": 1.0913025704358006} {"data_time": 0.012341199493675958, "eta_seconds": 39364.40886596643, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.35843454790823215, "fast_rcnn/fg_cls_accuracy": 0.6141025641025641, "iteration": 200299, "loss_box_reg": 0.23039407981559634, "loss_cls": 0.2081422198098153, "loss_mask": 0.24717614753171802, "loss_rpn_cls": 0.03898330344236456, "loss_rpn_loc": 0.08565280156472, "loss_sem_seg": 0.2889174399897456, "lr": 0.02, "mask_rcnn/accuracy": 0.9048301277685411, "mask_rcnn/false_negative": 0.06981223510771215, "mask_rcnn/false_positive": 0.11496322035754325, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5727763945033075, "total_loss": 1.1347476224036654} {"data_time": 0.011710380502336193, "eta_seconds": 39359.881586627496, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.33203125, "fast_rcnn/fg_cls_accuracy": 0.6565946691176471, "iteration": 200319, "loss_box_reg": 0.22397545434068888, "loss_cls": 0.198541744844988, "loss_mask": 0.2588219940662384, "loss_rpn_cls": 0.04745405190624297, "loss_rpn_loc": 0.07876658692839555, "loss_sem_seg": 0.3122705339919776, "lr": 0.02, "mask_rcnn/accuracy": 0.8824786750637755, "mask_rcnn/false_negative": 0.10262420058840044, "mask_rcnn/false_positive": 0.12927971766166274, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5638112800079398, "total_loss": 1.1179753486067057} {"data_time": 0.013129378006851766, "eta_seconds": 39345.20596942197, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.298277948943662, "fast_rcnn/fg_cls_accuracy": 0.6688765404929577, "iteration": 200339, "loss_box_reg": 0.23020580562297255, "loss_cls": 0.1982859862037003, "loss_mask": 0.24280933057889342, "loss_rpn_cls": 0.04755985795054585, "loss_rpn_loc": 0.07705067249480635, "loss_sem_seg": 0.30749805364757776, "lr": 0.02, "mask_rcnn/accuracy": 0.9029767322971167, "mask_rcnn/false_negative": 0.0888933351438535, "mask_rcnn/false_positive": 0.11249541134845764, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.5645919105008943, "total_loss": 1.1441759362642188} {"data_time": 0.01175012450403301, "eta_seconds": 39344.89163895133, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.27957589285714285, "fast_rcnn/fg_cls_accuracy": 0.6512266802964477, "iteration": 200359, "loss_box_reg": 0.23156671039760113, "loss_cls": 0.22809582063928246, "loss_mask": 0.2502378048375249, "loss_rpn_cls": 0.04439834273944143, "loss_rpn_loc": 0.07842971186619252, "loss_sem_seg": 0.29511036979965866, "lr": 0.02, "mask_rcnn/accuracy": 0.8843806048036267, "mask_rcnn/false_negative": 0.07876062459078209, "mask_rcnn/false_positive": 0.13259870231217474, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5657217925036093, "total_loss": 1.1344955896493047} {"data_time": 0.011970606501563452, "eta_seconds": 39361.95888168437, "fast_rcnn/cls_accuracy": 0.91357421875, "fast_rcnn/false_negative": 0.29614084663120566, "fast_rcnn/fg_cls_accuracy": 0.65234375, "iteration": 200379, "loss_box_reg": 0.23699157545343041, "loss_cls": 0.210485203191638, "loss_mask": 0.24582650512456894, "loss_rpn_cls": 0.04373726547055412, "loss_rpn_loc": 0.08750696358038113, "loss_sem_seg": 0.32997420709580183, "lr": 0.02, "mask_rcnn/accuracy": 0.892843080980541, "mask_rcnn/false_negative": 0.09023193759970027, "mask_rcnn/false_positive": 0.12337132765100622, "roi_head/num_bg_samples": 433.0, "roi_head/num_fg_samples": 79.0, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5662920344984741, "total_loss": 1.167370317329187} {"data_time": 0.012241704505868256, "eta_seconds": 39332.32338912322, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.31882122507122507, "fast_rcnn/fg_cls_accuracy": 0.6244452662721893, "iteration": 200399, "loss_box_reg": 0.23361757374368608, "loss_cls": 0.1999652753584087, "loss_mask": 0.2539206319488585, "loss_rpn_cls": 0.038590850148466416, "loss_rpn_loc": 0.07495389506220818, "loss_sem_seg": 0.30055968603119254, "lr": 0.02, "mask_rcnn/accuracy": 0.879143383205555, "mask_rcnn/false_negative": 0.0997383166018737, "mask_rcnn/false_positive": 0.1280709483037678, "roi_head/num_bg_samples": 429.75, "roi_head/num_fg_samples": 82.25, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5531722004961921, "total_loss": 1.0797237587394193} {"data_time": 0.012352112498774659, "eta_seconds": 39321.02115973309, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.2845448369565218, "fast_rcnn/fg_cls_accuracy": 0.6977106408227849, "iteration": 200419, "loss_box_reg": 0.2325089741498232, "loss_cls": 0.21180506655946374, "loss_mask": 0.2465958776883781, "loss_rpn_cls": 0.03949685028055683, "loss_rpn_loc": 0.08089201443362981, "loss_sem_seg": 0.2980902704875916, "lr": 0.02, "mask_rcnn/accuracy": 0.9102704882610217, "mask_rcnn/false_negative": 0.08842266623150322, "mask_rcnn/false_positive": 0.08845031978393694, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5641831620014273, "total_loss": 1.161185144490446} {"data_time": 0.012494000497099478, "eta_seconds": 39309.71893034296, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.31064274708342504, "fast_rcnn/fg_cls_accuracy": 0.6832999215549551, "iteration": 200439, "loss_box_reg": 0.21307202149182558, "loss_cls": 0.18082878505811095, "loss_mask": 0.24482903629541397, "loss_rpn_cls": 0.03739576166844927, "loss_rpn_loc": 0.065585762495175, "loss_sem_seg": 0.29625807306729257, "lr": 0.02, "mask_rcnn/accuracy": 0.8923157964484495, "mask_rcnn/false_negative": 0.08816689999775501, "mask_rcnn/false_positive": 0.11122295683266614, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.5613767280010507, "total_loss": 1.0421541772666387} {"data_time": 0.012504171500040684, "eta_seconds": 39287.94653757836, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.39692982456140347, "fast_rcnn/fg_cls_accuracy": 0.5986389943931996, "iteration": 200459, "loss_box_reg": 0.22040375415235758, "loss_cls": 0.20439837640151381, "loss_mask": 0.2510682437568903, "loss_rpn_cls": 0.03928828064817935, "loss_rpn_loc": 0.08364399810670875, "loss_sem_seg": 0.3257102947682142, "lr": 0.02, "mask_rcnn/accuracy": 0.8982635262221642, "mask_rcnn/false_negative": 0.07524737925337592, "mask_rcnn/false_positive": 0.10771436485580987, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5619062060068245, "total_loss": 1.1401499718776904} {"data_time": 0.012251703992660623, "eta_seconds": 39281.25531098097, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.3213429256594724, "fast_rcnn/fg_cls_accuracy": 0.6543083900226757, "iteration": 200479, "loss_box_reg": 0.2212226609699428, "loss_cls": 0.19177996926009655, "loss_mask": 0.24496174743399024, "loss_rpn_cls": 0.041645914141554385, "loss_rpn_loc": 0.08161600329913199, "loss_sem_seg": 0.32434987695887685, "lr": 0.02, "mask_rcnn/accuracy": 0.9043970830154492, "mask_rcnn/false_negative": 0.0878867974600938, "mask_rcnn/false_positive": 0.10616396205305, "roi_head/num_bg_samples": 459.0, "roi_head/num_fg_samples": 53.0, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5683766565052792, "total_loss": 1.0998476182867307} {"data_time": 0.012875726002675947, "eta_seconds": 39265.348101238604, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.30196610618297365, "fast_rcnn/fg_cls_accuracy": 0.6609269447733128, "iteration": 200499, "loss_box_reg": 0.2338810758665204, "loss_cls": 0.2041088668629527, "loss_mask": 0.2561124386265874, "loss_rpn_cls": 0.040747016450040974, "loss_rpn_loc": 0.07003781668026932, "loss_sem_seg": 0.321558877825737, "lr": 0.02, "mask_rcnn/accuracy": 0.8926615835762538, "mask_rcnn/false_negative": 0.08651081858544496, "mask_rcnn/false_positive": 0.12198979018275144, "roi_head/num_bg_samples": 432.75, "roi_head/num_fg_samples": 79.25, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.5480220535027911, "total_loss": 1.1448652816470712} {"data_time": 0.012244299497979227, "eta_seconds": 39282.80640982335, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.2994025735294118, "fast_rcnn/fg_cls_accuracy": 0.6807799258474576, "iteration": 200519, "loss_box_reg": 0.24414658086607233, "loss_cls": 0.22845796192996204, "loss_mask": 0.24980981647968292, "loss_rpn_cls": 0.043816008255816996, "loss_rpn_loc": 0.07294308560085483, "loss_sem_seg": 0.3314303793013096, "lr": 0.02, "mask_rcnn/accuracy": 0.8855592133780048, "mask_rcnn/false_negative": 0.08339904626595387, "mask_rcnn/false_positive": 0.12432990319039458, "roi_head/num_bg_samples": 432.5, "roi_head/num_fg_samples": 79.5, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.5780428534999373, "total_loss": 1.1413220140093472} {"data_time": 0.012288488498597872, "eta_seconds": 39273.552597214104, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.29960664335664333, "fast_rcnn/fg_cls_accuracy": 0.6803836633663367, "iteration": 200539, "loss_box_reg": 0.22356635425239801, "loss_cls": 0.19473413238301873, "loss_mask": 0.2479170961305499, "loss_rpn_cls": 0.040561162983067334, "loss_rpn_loc": 0.0702331918728305, "loss_sem_seg": 0.3009391790255904, "lr": 0.02, "mask_rcnn/accuracy": 0.9035389770299915, "mask_rcnn/false_negative": 0.0829821989114109, "mask_rcnn/false_positive": 0.12919252252367758, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5711702935004723, "total_loss": 1.0896906659618253} {"data_time": 0.012720466504106298, "eta_seconds": 39263.45868524261, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.28925394313158326, "fast_rcnn/fg_cls_accuracy": 0.6701834636761596, "iteration": 200559, "loss_box_reg": 0.21303589968010783, "loss_cls": 0.19303031219169497, "loss_mask": 0.23847948480397463, "loss_rpn_cls": 0.040228480007499456, "loss_rpn_loc": 0.06833293801173568, "loss_sem_seg": 0.3209759402088821, "lr": 0.02, "mask_rcnn/accuracy": 0.8966331308072801, "mask_rcnn/false_negative": 0.0888469341501478, "mask_rcnn/false_positive": 0.13449104192321365, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5657995795045281, "total_loss": 1.0665764049917925} {"data_time": 0.01165496449539205, "eta_seconds": 39252.15024824278, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.3170850045283995, "fast_rcnn/fg_cls_accuracy": 0.6777695988222304, "iteration": 200579, "loss_box_reg": 0.22142617870122194, "loss_cls": 0.19382135197520256, "loss_mask": 0.25011098477989435, "loss_rpn_cls": 0.04496613857918419, "loss_rpn_loc": 0.08093488961458206, "loss_sem_seg": 0.2686105838511139, "lr": 0.02, "mask_rcnn/accuracy": 0.9012588070942662, "mask_rcnn/false_negative": 0.08010543228616102, "mask_rcnn/false_positive": 0.12486291738608449, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 235.25, "rpn/num_pos_anchors": 20.75, "time": 0.5649196480007959, "total_loss": 1.0398920509178424} {"data_time": 0.012194744507723954, "eta_seconds": 39240.84181124296, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.29400559413580246, "fast_rcnn/fg_cls_accuracy": 0.6710047957920793, "iteration": 200599, "loss_box_reg": 0.22250235686078668, "loss_cls": 0.20027110306546092, "loss_mask": 0.2437799242325127, "loss_rpn_cls": 0.04153945142752491, "loss_rpn_loc": 0.07281553593929857, "loss_sem_seg": 0.3068789904937148, "lr": 0.02, "mask_rcnn/accuracy": 0.8933930994795564, "mask_rcnn/false_negative": 0.09347996250919492, "mask_rcnn/false_positive": 0.11637405472789322, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5694156499957899, "total_loss": 1.0926966788538266} {"data_time": 0.012715083001239691, "eta_seconds": 39226.268929922626, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.3251689189189189, "fast_rcnn/fg_cls_accuracy": 0.6422116445916115, "iteration": 200619, "loss_box_reg": 0.23914163326844573, "loss_cls": 0.19715309655293822, "loss_mask": 0.24943564273416996, "loss_rpn_cls": 0.035604110948042944, "loss_rpn_loc": 0.07024311859277077, "loss_sem_seg": 0.3017096125986427, "lr": 0.02, "mask_rcnn/accuracy": 0.9002693689733174, "mask_rcnn/false_negative": 0.08267488486037565, "mask_rcnn/false_positive": 0.11224983880081962, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5690421850013081, "total_loss": 1.1281510316766798} {"data_time": 0.012378302999422885, "eta_seconds": 39214.96143394248, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.3763244428206065, "fast_rcnn/fg_cls_accuracy": 0.5940743220622697, "iteration": 200639, "loss_box_reg": 0.21912161679938436, "loss_cls": 0.2000169176608324, "loss_mask": 0.24024269357323647, "loss_rpn_cls": 0.043610992725007236, "loss_rpn_loc": 0.07986869011074305, "loss_sem_seg": 0.3208078695461154, "lr": 0.02, "mask_rcnn/accuracy": 0.8715534630050898, "mask_rcnn/false_negative": 0.09857663788994661, "mask_rcnn/false_positive": 0.15026556793745238, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5606440535048023, "total_loss": 1.124418001563754} {"data_time": 0.01189310300105717, "eta_seconds": 39185.39440705153, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.3561746987951807, "fast_rcnn/fg_cls_accuracy": 0.5716450216450217, "iteration": 200659, "loss_box_reg": 0.21171961817890406, "loss_cls": 0.18118088599294424, "loss_mask": 0.2591194361448288, "loss_rpn_cls": 0.03980552955181338, "loss_rpn_loc": 0.07610336018842645, "loss_sem_seg": 0.31032000575214624, "lr": 0.02, "mask_rcnn/accuracy": 0.8789208209201305, "mask_rcnn/false_negative": 0.09710326279529505, "mask_rcnn/false_positive": 0.14374994080664333, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 206.75, "rpn/num_pos_anchors": 49.25, "time": 0.5626613049971638, "total_loss": 1.099864542047726} {"data_time": 0.012028860001009889, "eta_seconds": 39185.29933822682, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.36210106382978724, "fast_rcnn/fg_cls_accuracy": 0.612977926685061, "iteration": 200679, "loss_box_reg": 0.22162465378642082, "loss_cls": 0.19066691910848022, "loss_mask": 0.2451079562306404, "loss_rpn_cls": 0.03798245656071231, "loss_rpn_loc": 0.07154193241149187, "loss_sem_seg": 0.2768646664917469, "lr": 0.02, "mask_rcnn/accuracy": 0.8906074418669336, "mask_rcnn/false_negative": 0.08870927198415432, "mask_rcnn/false_positive": 0.13822431421769996, "roi_head/num_bg_samples": 431.25, "roi_head/num_fg_samples": 80.75, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5655750685036764, "total_loss": 1.0625817776744952} {"data_time": 0.013481276990205515, "eta_seconds": 39162.78994827127, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.30799781712345375, "fast_rcnn/fg_cls_accuracy": 0.6453654552878726, "iteration": 200699, "loss_box_reg": 0.23403928009793162, "loss_cls": 0.2060102690011263, "loss_mask": 0.2512980457395315, "loss_rpn_cls": 0.04152020707260817, "loss_rpn_loc": 0.07674910855712369, "loss_sem_seg": 0.30284480890259147, "lr": 0.02, "mask_rcnn/accuracy": 0.8980001588626038, "mask_rcnn/false_negative": 0.10122358528695968, "mask_rcnn/false_positive": 0.10155221611642404, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.561961204999534, "total_loss": 1.0852134100568946} {"data_time": 0.012832086496928241, "eta_seconds": 39156.1547986135, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.35072289156626507, "fast_rcnn/fg_cls_accuracy": 0.6358156028368794, "iteration": 200719, "loss_box_reg": 0.23350984416902065, "loss_cls": 0.21305251959711313, "loss_mask": 0.25027613528072834, "loss_rpn_cls": 0.045100096249370836, "loss_rpn_loc": 0.07496865298890043, "loss_sem_seg": 0.29991544922813773, "lr": 0.02, "mask_rcnn/accuracy": 0.8942649779752017, "mask_rcnn/false_negative": 0.07888615998318313, "mask_rcnn/false_positive": 0.12330767888712174, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5769542415073374, "total_loss": 1.1337662201403873} {"data_time": 0.01223113250307506, "eta_seconds": 39151.38294982657, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.3739406779661017, "fast_rcnn/fg_cls_accuracy": 0.6133849557522124, "iteration": 200739, "loss_box_reg": 0.2283979495987296, "loss_cls": 0.20757657405920327, "loss_mask": 0.24905956350266933, "loss_rpn_cls": 0.04649379273178056, "loss_rpn_loc": 0.08436754427384585, "loss_sem_seg": 0.35008135810494423, "lr": 0.02, "mask_rcnn/accuracy": 0.8805112537797597, "mask_rcnn/false_negative": 0.09317128264484614, "mask_rcnn/false_positive": 0.153968805960577, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5845665995002491, "total_loss": 1.1779571473016404} {"data_time": 0.012498178497480694, "eta_seconds": 39140.07748702649, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.3661268556005398, "fast_rcnn/fg_cls_accuracy": 0.560546875, "iteration": 200759, "loss_box_reg": 0.23948182351887226, "loss_cls": 0.2331476432736963, "loss_mask": 0.24136877339333296, "loss_rpn_cls": 0.04736016507376917, "loss_rpn_loc": 0.08248791837831959, "loss_sem_seg": 0.30067275441251695, "lr": 0.02, "mask_rcnn/accuracy": 0.8858594103252919, "mask_rcnn/false_negative": 0.0864645789231456, "mask_rcnn/false_positive": 0.11700781530592855, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5675712380107143, "total_loss": 1.1564312518166844} {"data_time": 0.011509619995194953, "eta_seconds": 39136.467080814444, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.2920745826055165, "fast_rcnn/fg_cls_accuracy": 0.6533869809966375, "iteration": 200779, "loss_box_reg": 0.22925684042274952, "loss_cls": 0.2103567337617278, "loss_mask": 0.25246702786535025, "loss_rpn_cls": 0.04152574931504205, "loss_rpn_loc": 0.08510317117907107, "loss_sem_seg": 0.2880766438320279, "lr": 0.02, "mask_rcnn/accuracy": 0.8915576808284197, "mask_rcnn/false_negative": 0.1015585220147511, "mask_rcnn/false_positive": 0.1314852259807075, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5718380549951689, "total_loss": 1.1262736913049594} {"data_time": 0.012678954502916895, "eta_seconds": 39125.15939468428, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.2977710233029382, "fast_rcnn/fg_cls_accuracy": 0.6939209726443769, "iteration": 200799, "loss_box_reg": 0.21581843122839928, "loss_cls": 0.198985185357742, "loss_mask": 0.24117342988029122, "loss_rpn_cls": 0.04373249993659556, "loss_rpn_loc": 0.07805894780904055, "loss_sem_seg": 0.3017342977691442, "lr": 0.02, "mask_rcnn/accuracy": 0.8992372356551317, "mask_rcnn/false_negative": 0.07472119167503044, "mask_rcnn/false_positive": 0.12114808423334057, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5731589060014812, "total_loss": 1.0894815063511487} {"data_time": 0.01158242149540456, "eta_seconds": 39099.63691521312, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.3626134301270417, "fast_rcnn/fg_cls_accuracy": 0.6180458158017765, "iteration": 200819, "loss_box_reg": 0.21310171438381076, "loss_cls": 0.19442073861137033, "loss_mask": 0.2469142246991396, "loss_rpn_cls": 0.03425990714458749, "loss_rpn_loc": 0.06892894342308864, "loss_sem_seg": 0.30930700059980154, "lr": 0.02, "mask_rcnn/accuracy": 0.8933977548110248, "mask_rcnn/false_negative": 0.09785987064320631, "mask_rcnn/false_positive": 0.1111198255461533, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5613743424983113, "total_loss": 1.0366296530246473} {"data_time": 0.013112069500493817, "eta_seconds": 39105.14056724506, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.30972450657894735, "fast_rcnn/fg_cls_accuracy": 0.6144736842105263, "iteration": 200839, "loss_box_reg": 0.23601403855718672, "loss_cls": 0.2137183570303023, "loss_mask": 0.25807527638971806, "loss_rpn_cls": 0.04529464544611983, "loss_rpn_loc": 0.08067194861359894, "loss_sem_seg": 0.303174558095634, "lr": 0.02, "mask_rcnn/accuracy": 0.8960101145721446, "mask_rcnn/false_negative": 0.09595255204201684, "mask_rcnn/false_positive": 0.10309618434089185, "roi_head/num_bg_samples": 430.0, "roi_head/num_fg_samples": 82.0, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5827532240000437, "total_loss": 1.1857545957900584} {"data_time": 0.01250473500113003, "eta_seconds": 39113.46005082718, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.28828096785843266, "fast_rcnn/fg_cls_accuracy": 0.6436861512422173, "iteration": 200859, "loss_box_reg": 0.23080383136402816, "loss_cls": 0.20890157530084252, "loss_mask": 0.24626044230535626, "loss_rpn_cls": 0.038100670906715095, "loss_rpn_loc": 0.08378822455415502, "loss_sem_seg": 0.3336499282158911, "lr": 0.02, "mask_rcnn/accuracy": 0.884982314522053, "mask_rcnn/false_negative": 0.08623545682296628, "mask_rcnn/false_positive": 0.12737122111551297, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.5788255709994701, "total_loss": 1.1510696359327994} {"data_time": 0.011588197005039547, "eta_seconds": 39102.14593617717, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.34340898116851765, "fast_rcnn/fg_cls_accuracy": 0.6132786093674554, "iteration": 200879, "loss_box_reg": 0.22010250901803374, "loss_cls": 0.20217936648987234, "loss_mask": 0.2465230142697692, "loss_rpn_cls": 0.038172387052327394, "loss_rpn_loc": 0.07134521892294288, "loss_sem_seg": 0.28711642185226083, "lr": 0.02, "mask_rcnn/accuracy": 0.886029644673834, "mask_rcnn/false_negative": 0.09498979847181863, "mask_rcnn/false_positive": 0.12193991029173251, "roi_head/num_bg_samples": 461.25, "roi_head/num_fg_samples": 50.75, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.562415829001111, "total_loss": 1.0952418670931365} {"data_time": 0.012976348501979373, "eta_seconds": 39107.53875050592, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.3638843426077468, "fast_rcnn/fg_cls_accuracy": 0.6102419691280767, "iteration": 200899, "loss_box_reg": 0.2326633958145976, "loss_cls": 0.20476727653294802, "loss_mask": 0.2507407385855913, "loss_rpn_cls": 0.037449130599270575, "loss_rpn_loc": 0.08497824086225592, "loss_sem_seg": 0.3073276034556329, "lr": 0.02, "mask_rcnn/accuracy": 0.8896891637089619, "mask_rcnn/false_negative": 0.07081733653168219, "mask_rcnn/false_positive": 0.11581197371798069, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5651774810030474, "total_loss": 1.1192146256798878} {"data_time": 0.011873192997882143, "eta_seconds": 39109.58054897401, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.32399791775117126, "fast_rcnn/fg_cls_accuracy": 0.6536377262769515, "iteration": 200919, "loss_box_reg": 0.2288982099853456, "loss_cls": 0.19750427035614848, "loss_mask": 0.2416982278227806, "loss_rpn_cls": 0.03967709370772354, "loss_rpn_loc": 0.07076907530426979, "loss_sem_seg": 0.2903203321620822, "lr": 0.02, "mask_rcnn/accuracy": 0.9044941864457647, "mask_rcnn/false_negative": 0.07600058493452055, "mask_rcnn/false_positive": 0.12467862027744663, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5637504394981079, "total_loss": 1.0894744949910091} {"data_time": 0.013871292998373974, "eta_seconds": 39097.70924779422, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.41565040650406504, "fast_rcnn/fg_cls_accuracy": 0.5561282932416953, "iteration": 200939, "loss_box_reg": 0.23042613361030817, "loss_cls": 0.21219448000192642, "loss_mask": 0.248245885130018, "loss_rpn_cls": 0.04080269462428987, "loss_rpn_loc": 0.08029660960892215, "loss_sem_seg": 0.29325482016429305, "lr": 0.02, "mask_rcnn/accuracy": 0.8775845756645377, "mask_rcnn/false_negative": 0.09746054295388437, "mask_rcnn/false_positive": 0.1563512864509678, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5569798880023882, "total_loss": 1.1122011436964385} {"data_time": 0.013184061499487143, "eta_seconds": 39094.84324841796, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.3346656976744186, "fast_rcnn/fg_cls_accuracy": 0.6429466648099151, "iteration": 200959, "loss_box_reg": 0.2125455318018794, "loss_cls": 0.21866918494924903, "loss_mask": 0.2496859892271459, "loss_rpn_cls": 0.044673195778159425, "loss_rpn_loc": 0.08862420124933124, "loss_sem_seg": 0.2958809081465006, "lr": 0.02, "mask_rcnn/accuracy": 0.8941145380182288, "mask_rcnn/false_negative": 0.09169621839835776, "mask_rcnn/false_positive": 0.12444228708241029, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.564825377005036, "total_loss": 1.1157103571167681} {"data_time": 0.012323563001700677, "eta_seconds": 39089.83342298495, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.20324763963144124, "fast_rcnn/fg_cls_accuracy": 0.7253775167785235, "iteration": 200979, "loss_box_reg": 0.20248206797987223, "loss_cls": 0.17444846034049988, "loss_mask": 0.25017774291336536, "loss_rpn_cls": 0.03985519122215919, "loss_rpn_loc": 0.06064389838138595, "loss_sem_seg": 0.30485501675866544, "lr": 0.02, "mask_rcnn/accuracy": 0.8812353067411125, "mask_rcnn/false_negative": 0.08875109236902415, "mask_rcnn/false_positive": 0.1258276450302553, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 237.25, "rpn/num_pos_anchors": 18.75, "time": 0.5647750260031899, "total_loss": 1.0473226625763346} {"data_time": 0.013202751993958373, "eta_seconds": 39066.68723341298, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.257818052594172, "fast_rcnn/fg_cls_accuracy": 0.6674739195230999, "iteration": 200999, "loss_box_reg": 0.204458421561867, "loss_cls": 0.1862299565691501, "loss_mask": 0.23906334396451712, "loss_rpn_cls": 0.038087713008280843, "loss_rpn_loc": 0.07259441615315154, "loss_sem_seg": 0.3012173483148217, "lr": 0.02, "mask_rcnn/accuracy": 0.887186557861781, "mask_rcnn/false_negative": 0.07662311532954352, "mask_rcnn/false_positive": 0.12529209526751234, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5586863110074773, "total_loss": 1.0664890964399092} {"data_time": 0.012725883505481761, "eta_seconds": 39055.36372006291, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.35148514851485146, "fast_rcnn/fg_cls_accuracy": 0.6148736389971032, "iteration": 201019, "loss_box_reg": 0.2256805687211454, "loss_cls": 0.18683825933840126, "loss_mask": 0.24918003007769585, "loss_rpn_cls": 0.04409243178088218, "loss_rpn_loc": 0.0709479054203257, "loss_sem_seg": 0.304207241628319, "lr": 0.02, "mask_rcnn/accuracy": 0.8727443052752931, "mask_rcnn/false_negative": 0.10338089257034766, "mask_rcnn/false_positive": 0.1491331749319131, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5747566810023272, "total_loss": 1.080192653782433} {"data_time": 0.012984083499759436, "eta_seconds": 39055.85260547464, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.28223997757218955, "fast_rcnn/fg_cls_accuracy": 0.6907327586206897, "iteration": 201039, "loss_box_reg": 0.22020389698445797, "loss_cls": 0.20053325314074755, "loss_mask": 0.24974924558773637, "loss_rpn_cls": 0.038182107455213554, "loss_rpn_loc": 0.07118209573673084, "loss_sem_seg": 0.33434609416872263, "lr": 0.02, "mask_rcnn/accuracy": 0.8977130933895298, "mask_rcnn/false_negative": 0.0698770024330842, "mask_rcnn/false_positive": 0.10068204235879094, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5664186955036712, "total_loss": 1.103244902798906} {"data_time": 0.01213381649722578, "eta_seconds": 39069.38251556913, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.3309633027522936, "fast_rcnn/fg_cls_accuracy": 0.6232726475104189, "iteration": 201059, "loss_box_reg": 0.23452695878222585, "loss_cls": 0.20594332227483392, "loss_mask": 0.2348968512378633, "loss_rpn_cls": 0.03934785191086121, "loss_rpn_loc": 0.06947137735551223, "loss_sem_seg": 0.30218343948945403, "lr": 0.02, "mask_rcnn/accuracy": 0.8991517822538673, "mask_rcnn/false_negative": 0.07654519740812207, "mask_rcnn/false_positive": 0.1292739776198733, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5772522579936776, "total_loss": 1.0759829082962824} {"data_time": 0.013103704499371815, "eta_seconds": 39081.48264258422, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.2972741733346187, "fast_rcnn/fg_cls_accuracy": 0.6406095602766799, "iteration": 201079, "loss_box_reg": 0.22602566424757242, "loss_cls": 0.20132350362837315, "loss_mask": 0.2636932022869587, "loss_rpn_cls": 0.038633890471828636, "loss_rpn_loc": 0.0771853516343981, "loss_sem_seg": 0.28790096286684275, "lr": 0.02, "mask_rcnn/accuracy": 0.884348724227247, "mask_rcnn/false_negative": 0.1102111340409129, "mask_rcnn/false_positive": 0.11963183115320819, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.5742598735014326, "total_loss": 1.145846672123298} {"data_time": 0.012459811499866191, "eta_seconds": 39074.570889485076, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.31100394255139396, "fast_rcnn/fg_cls_accuracy": 0.6564125075977578, "iteration": 201099, "loss_box_reg": 0.22335775289684534, "loss_cls": 0.2069749676156789, "loss_mask": 0.24640918150544167, "loss_rpn_cls": 0.03804376544576371, "loss_rpn_loc": 0.06918350351043046, "loss_sem_seg": 0.2834059437736869, "lr": 0.02, "mask_rcnn/accuracy": 0.9071360600589038, "mask_rcnn/false_negative": 0.08178882057647335, "mask_rcnn/false_positive": 0.08624483477392525, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5668687360011972, "total_loss": 1.0857906582823489} {"data_time": 0.012742446997435763, "eta_seconds": 39070.90602640634, "fast_rcnn/cls_accuracy": 0.9638671875, "fast_rcnn/false_negative": 0.2572892040977147, "fast_rcnn/fg_cls_accuracy": 0.6209508881922675, "iteration": 201119, "loss_box_reg": 0.21718082763254642, "loss_cls": 0.196704643080011, "loss_mask": 0.2518060654401779, "loss_rpn_cls": 0.03578799276147038, "loss_rpn_loc": 0.06995586474658921, "loss_sem_seg": 0.346046912483871, "lr": 0.02, "mask_rcnn/accuracy": 0.8906401846452867, "mask_rcnn/false_negative": 0.09171434578397773, "mask_rcnn/false_positive": 0.10872700948990721, "roi_head/num_bg_samples": 462.5, "roi_head/num_fg_samples": 49.5, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5756023120047757, "total_loss": 1.1308117359876633} {"data_time": 0.012373150500934571, "eta_seconds": 39047.45979093443, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.33527131782945735, "fast_rcnn/fg_cls_accuracy": 0.6543055338236061, "iteration": 201139, "loss_box_reg": 0.2207163362763822, "loss_cls": 0.20641090674325824, "loss_mask": 0.24830228835344315, "loss_rpn_cls": 0.034910693066194654, "loss_rpn_loc": 0.07484918180853128, "loss_sem_seg": 0.3229743493720889, "lr": 0.02, "mask_rcnn/accuracy": 0.8861633456833595, "mask_rcnn/false_negative": 0.10182427440217001, "mask_rcnn/false_positive": 0.128064819133138, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5673888129967963, "total_loss": 1.1466465734119993} {"data_time": 0.012248584498593118, "eta_seconds": 39067.5492321546, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.3648943600488912, "fast_rcnn/fg_cls_accuracy": 0.6069204767834905, "iteration": 201159, "loss_box_reg": 0.23697741515934467, "loss_cls": 0.21553864260204136, "loss_mask": 0.24544163048267365, "loss_rpn_cls": 0.043121839116793126, "loss_rpn_loc": 0.08170038003299851, "loss_sem_seg": 0.33920606784522533, "lr": 0.02, "mask_rcnn/accuracy": 0.8837097924408681, "mask_rcnn/false_negative": 0.08816383163024398, "mask_rcnn/false_positive": 0.12081260398516795, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.5756616520011448, "total_loss": 1.1697793415078195} {"data_time": 0.011695793495164253, "eta_seconds": 39051.23832520164, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.29061561561561566, "fast_rcnn/fg_cls_accuracy": 0.6801997649823737, "iteration": 201179, "loss_box_reg": 0.22230990079697222, "loss_cls": 0.21180645027197897, "loss_mask": 0.23724241508170962, "loss_rpn_cls": 0.03730464697582647, "loss_rpn_loc": 0.0734392075391952, "loss_sem_seg": 0.3547670254483819, "lr": 0.02, "mask_rcnn/accuracy": 0.9118688964327968, "mask_rcnn/false_negative": 0.07160514861360251, "mask_rcnn/false_positive": 0.11466913829616909, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5651100364993908, "total_loss": 1.1240666435624007} {"data_time": 0.012968685499799903, "eta_seconds": 39017.96937733367, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3520847891917074, "fast_rcnn/fg_cls_accuracy": 0.6314860820958726, "iteration": 201199, "loss_box_reg": 0.22240286716260016, "loss_cls": 0.18133783270604908, "loss_mask": 0.2400128161534667, "loss_rpn_cls": 0.03832294829771854, "loss_rpn_loc": 0.07623599088401534, "loss_sem_seg": 0.2974945353344083, "lr": 0.02, "mask_rcnn/accuracy": 0.8996104825226882, "mask_rcnn/false_negative": 0.09338671727334627, "mask_rcnn/false_positive": 0.11220443573482186, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.5546236539958045, "total_loss": 1.0519303980399854} {"data_time": 0.013176827000279445, "eta_seconds": 39008.934574216146, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3186069542253521, "fast_rcnn/fg_cls_accuracy": 0.638671875, "iteration": 201219, "loss_box_reg": 0.2348531880415976, "loss_cls": 0.20211817626841366, "loss_mask": 0.26325241196900606, "loss_rpn_cls": 0.04246249401330715, "loss_rpn_loc": 0.0835022478713654, "loss_sem_seg": 0.31483735563233495, "lr": 0.02, "mask_rcnn/accuracy": 0.8825240080515376, "mask_rcnn/false_negative": 0.08534583683437942, "mask_rcnn/false_positive": 0.14849955365498582, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.5781010360005894, "total_loss": 1.106092123198323} {"data_time": 0.014054804501938634, "eta_seconds": 38974.41230216394, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.3080695751354434, "fast_rcnn/fg_cls_accuracy": 0.6357918810748999, "iteration": 201239, "loss_box_reg": 0.2252592956647277, "loss_cls": 0.21167697943747044, "loss_mask": 0.2524520386941731, "loss_rpn_cls": 0.04200203699292615, "loss_rpn_loc": 0.08977657509967685, "loss_sem_seg": 0.3634921913035214, "lr": 0.02, "mask_rcnn/accuracy": 0.8892934605511428, "mask_rcnn/false_negative": 0.09727261726615426, "mask_rcnn/false_positive": 0.11890213303666779, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5558326645041234, "total_loss": 1.195210513586062} {"data_time": 0.012307356002565939, "eta_seconds": 38958.42783870082, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.41436688311688313, "fast_rcnn/fg_cls_accuracy": 0.5820228866740496, "iteration": 201259, "loss_box_reg": 0.23872961988672614, "loss_cls": 0.22405326599255204, "loss_mask": 0.25382574927061796, "loss_rpn_cls": 0.04149388294899836, "loss_rpn_loc": 0.07267250152654015, "loss_sem_seg": 0.32545391330495477, "lr": 0.02, "mask_rcnn/accuracy": 0.8906283929627921, "mask_rcnn/false_negative": 0.08174213802650954, "mask_rcnn/false_positive": 0.13684327881275477, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.558081677503651, "total_loss": 1.1710421814350411} {"data_time": 0.012131073002819903, "eta_seconds": 38951.73990804392, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.3907258064516129, "fast_rcnn/fg_cls_accuracy": 0.6059847198641766, "iteration": 201279, "loss_box_reg": 0.23715154267847538, "loss_cls": 0.20567014580592513, "loss_mask": 0.2539458479732275, "loss_rpn_cls": 0.0400471588363871, "loss_rpn_loc": 0.09188384015578777, "loss_sem_seg": 0.3449808033183217, "lr": 0.02, "mask_rcnn/accuracy": 0.8821263924733813, "mask_rcnn/false_negative": 0.08973133867751848, "mask_rcnn/false_positive": 0.14361154726195569, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5615707299948554, "total_loss": 1.1973723911251} {"data_time": 0.01259276999917347, "eta_seconds": 38911.370565280275, "fast_rcnn/cls_accuracy": 0.91259765625, "fast_rcnn/false_negative": 0.3280226081258191, "fast_rcnn/fg_cls_accuracy": 0.6583387942332897, "iteration": 201299, "loss_box_reg": 0.22268462367355824, "loss_cls": 0.20222379453480244, "loss_mask": 0.24280330585315824, "loss_rpn_cls": 0.037178141123149544, "loss_rpn_loc": 0.08184511409490369, "loss_sem_seg": 0.31913895905017853, "lr": 0.02, "mask_rcnn/accuracy": 0.8959352202135769, "mask_rcnn/false_negative": 0.1044790327261372, "mask_rcnn/false_positive": 0.11455385290141525, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5532825589980348, "total_loss": 1.11929110402707} {"data_time": 0.01300441900093574, "eta_seconds": 38901.980449244256, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.34482517482517483, "fast_rcnn/fg_cls_accuracy": 0.6007557313856766, "iteration": 201319, "loss_box_reg": 0.2298955712467432, "loss_cls": 0.22280790517106652, "loss_mask": 0.2607275675982237, "loss_rpn_cls": 0.049757591681554914, "loss_rpn_loc": 0.08756856370018795, "loss_sem_seg": 0.30396970361471176, "lr": 0.02, "mask_rcnn/accuracy": 0.8792515969929002, "mask_rcnn/false_negative": 0.09477397515287711, "mask_rcnn/false_positive": 0.12720278486595538, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5618257569949492, "total_loss": 1.1581865094485693} {"data_time": 0.01230175750242779, "eta_seconds": 38890.65213997408, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.3924492506165813, "fast_rcnn/fg_cls_accuracy": 0.5891624757799403, "iteration": 201339, "loss_box_reg": 0.216594316996634, "loss_cls": 0.20644694287329912, "loss_mask": 0.25706886034458876, "loss_rpn_cls": 0.04276447097072378, "loss_rpn_loc": 0.07802386174444109, "loss_sem_seg": 0.33801129600033164, "lr": 0.02, "mask_rcnn/accuracy": 0.9005334148965709, "mask_rcnn/false_negative": 0.06942044651728607, "mask_rcnn/false_positive": 0.133575418991023, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5617127474979497, "total_loss": 1.1448642380419187} {"data_time": 0.011959041497902945, "eta_seconds": 38883.01561841095, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.3726851851851852, "fast_rcnn/fg_cls_accuracy": 0.5954545454545455, "iteration": 201359, "loss_box_reg": 0.2209155997261405, "loss_cls": 0.20424834021832794, "loss_mask": 0.24892674572765827, "loss_rpn_cls": 0.042791988656972535, "loss_rpn_loc": 0.07747802307130769, "loss_sem_seg": 0.2851564069278538, "lr": 0.02, "mask_rcnn/accuracy": 0.8910093181170464, "mask_rcnn/false_negative": 0.09225147209050427, "mask_rcnn/false_positive": 0.11067381480133655, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5648602490036865, "total_loss": 1.0970021847315365} {"data_time": 0.01204580650664866, "eta_seconds": 38856.60896357366, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.37630269616082834, "fast_rcnn/fg_cls_accuracy": 0.5630572564185197, "iteration": 201379, "loss_box_reg": 0.2168461054097861, "loss_cls": 0.19807542231865227, "loss_mask": 0.24861436057835817, "loss_rpn_cls": 0.04271533043356612, "loss_rpn_loc": 0.07804632961051539, "loss_sem_seg": 0.30462394654750824, "lr": 0.02, "mask_rcnn/accuracy": 0.9006605649816101, "mask_rcnn/false_negative": 0.0823303275021723, "mask_rcnn/false_positive": 0.12430399802825388, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.550971191500139, "total_loss": 1.0801270860683871} {"data_time": 0.012341872999968473, "eta_seconds": 38845.28397298373, "fast_rcnn/cls_accuracy": 0.9130859375, "fast_rcnn/false_negative": 0.43452380952380953, "fast_rcnn/fg_cls_accuracy": 0.5576636904761905, "iteration": 201399, "loss_box_reg": 0.23200676077976823, "loss_cls": 0.20234520826488733, "loss_mask": 0.250954395160079, "loss_rpn_cls": 0.03861731966026127, "loss_rpn_loc": 0.07994937140028924, "loss_sem_seg": 0.30040358868427575, "lr": 0.02, "mask_rcnn/accuracy": 0.8858725498285568, "mask_rcnn/false_negative": 0.10088283917453374, "mask_rcnn/false_positive": 0.1236163747801872, "roi_head/num_bg_samples": 432.75, "roi_head/num_fg_samples": 79.25, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.56035924799653, "total_loss": 1.1345398656121688} {"data_time": 0.012401312997099012, "eta_seconds": 38821.965228827874, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.30631508746729597, "fast_rcnn/fg_cls_accuracy": 0.667816091954023, "iteration": 201419, "loss_box_reg": 0.2122478405945003, "loss_cls": 0.19371229026000947, "loss_mask": 0.23573197610676289, "loss_rpn_cls": 0.03788458063536382, "loss_rpn_loc": 0.0633173861715477, "loss_sem_seg": 0.28936287201941013, "lr": 0.02, "mask_rcnn/accuracy": 0.8982844981227995, "mask_rcnn/false_negative": 0.09202623006641564, "mask_rcnn/false_positive": 0.1204396594287191, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5559154469956411, "total_loss": 1.0589713247027248} {"data_time": 0.012428016991179902, "eta_seconds": 38812.76089916726, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.29504359057152085, "fast_rcnn/fg_cls_accuracy": 0.6590849673202615, "iteration": 201439, "loss_box_reg": 0.2206191886216402, "loss_cls": 0.2026090796571225, "loss_mask": 0.24771409295499325, "loss_rpn_cls": 0.047885428939480335, "loss_rpn_loc": 0.08073144979425706, "loss_sem_seg": 0.310152446385473, "lr": 0.02, "mask_rcnn/accuracy": 0.8859817141142171, "mask_rcnn/false_negative": 0.11451357935521138, "mask_rcnn/false_positive": 0.11102117893434024, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.562138387496816, "total_loss": 1.1437031269597355} {"data_time": 0.012672193501202855, "eta_seconds": 38801.438788667365, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.29796264855687604, "fast_rcnn/fg_cls_accuracy": 0.6599201378014407, "iteration": 201459, "loss_box_reg": 0.23893588175997138, "loss_cls": 0.21696155169047415, "loss_mask": 0.24427511636167765, "loss_rpn_cls": 0.037829150969628245, "loss_rpn_loc": 0.06921821081778035, "loss_sem_seg": 0.3316548662260175, "lr": 0.02, "mask_rcnn/accuracy": 0.9037174950625412, "mask_rcnn/false_negative": 0.08660344038519288, "mask_rcnn/false_positive": 0.10522838884328868, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 234.5, "rpn/num_pos_anchors": 21.5, "time": 0.5616166995023377, "total_loss": 1.1546991178911412} {"data_time": 0.012066925002727658, "eta_seconds": 38788.0007501278, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.2772731443251675, "fast_rcnn/fg_cls_accuracy": 0.634493413563181, "iteration": 201479, "loss_box_reg": 0.23988962860312313, "loss_cls": 0.22104858909733593, "loss_mask": 0.24505280051380396, "loss_rpn_cls": 0.03977471761754714, "loss_rpn_loc": 0.06353198771830648, "loss_sem_seg": 0.2924124097917229, "lr": 0.02, "mask_rcnn/accuracy": 0.9079465416926018, "mask_rcnn/false_negative": 0.08454367500539707, "mask_rcnn/false_positive": 0.10916828247687652, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5654193215086707, "total_loss": 1.1129928301670589} {"data_time": 0.012425467997672968, "eta_seconds": 38782.6889868272, "fast_rcnn/cls_accuracy": 0.9130859375, "fast_rcnn/false_negative": 0.3863548136645963, "fast_rcnn/fg_cls_accuracy": 0.5677583286278938, "iteration": 201499, "loss_box_reg": 0.23682130360975862, "loss_cls": 0.18976483354344964, "loss_mask": 0.25290164165198803, "loss_rpn_cls": 0.037769686488900334, "loss_rpn_loc": 0.07286148378625512, "loss_sem_seg": 0.29600862809456885, "lr": 0.02, "mask_rcnn/accuracy": 0.8785595815077978, "mask_rcnn/false_negative": 0.08744776035509394, "mask_rcnn/false_positive": 0.15780502798887874, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.5631337400045595, "total_loss": 1.068299435370136} {"data_time": 0.012045340001350269, "eta_seconds": 38747.11706284747, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.4163602941176471, "fast_rcnn/fg_cls_accuracy": 0.5584172895677608, "iteration": 201519, "loss_box_reg": 0.22467460576444864, "loss_cls": 0.21484086057171226, "loss_mask": 0.24964627996087074, "loss_rpn_cls": 0.038574761056224816, "loss_rpn_loc": 0.07710913149639964, "loss_sem_seg": 0.3357536047697067, "lr": 0.02, "mask_rcnn/accuracy": 0.8875629264279676, "mask_rcnn/false_negative": 0.09524156777159067, "mask_rcnn/false_positive": 0.14435872268404096, "roi_head/num_bg_samples": 432.75, "roi_head/num_fg_samples": 79.25, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5655019335026736, "total_loss": 1.1147226856119232} {"data_time": 0.01216750549065182, "eta_seconds": 38741.68214134835, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.37576092971776426, "fast_rcnn/fg_cls_accuracy": 0.6201923076923077, "iteration": 201539, "loss_box_reg": 0.2271728981868364, "loss_cls": 0.20095063571352512, "loss_mask": 0.2552734278142452, "loss_rpn_cls": 0.03572225653624628, "loss_rpn_loc": 0.0704575497074984, "loss_sem_seg": 0.2933820269536227, "lr": 0.02, "mask_rcnn/accuracy": 0.8867118411414756, "mask_rcnn/false_negative": 0.0972421312043874, "mask_rcnn/false_positive": 0.13225616837598161, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5845363194966922, "total_loss": 1.0994703835895052} {"data_time": 0.012732316499750596, "eta_seconds": 38724.48473150719, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.28373586352309754, "fast_rcnn/fg_cls_accuracy": 0.6708558558558558, "iteration": 201559, "loss_box_reg": 0.23368976288475096, "loss_cls": 0.2149614542722702, "loss_mask": 0.25556126050651073, "loss_rpn_cls": 0.04589947217027657, "loss_rpn_loc": 0.07754711539018899, "loss_sem_seg": 0.3024659804068506, "lr": 0.02, "mask_rcnn/accuracy": 0.8972791001032574, "mask_rcnn/false_negative": 0.07786174406564592, "mask_rcnn/false_positive": 0.13065328443121055, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.562320107499545, "total_loss": 1.1152206219558138} {"data_time": 0.012534002999018412, "eta_seconds": 38714.80283507341, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.3096075527582377, "fast_rcnn/fg_cls_accuracy": 0.6462558836114677, "iteration": 201579, "loss_box_reg": 0.242907797684893, "loss_cls": 0.21753073786385357, "loss_mask": 0.24901337269693613, "loss_rpn_cls": 0.03700707653479185, "loss_rpn_loc": 0.07314134819898754, "loss_sem_seg": 0.295075174421072, "lr": 0.02, "mask_rcnn/accuracy": 0.9031781005084961, "mask_rcnn/false_negative": 0.08685590336618641, "mask_rcnn/false_positive": 0.13267525832600968, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5688738145036041, "total_loss": 1.0965669892902952} {"data_time": 0.01244734600186348, "eta_seconds": 38698.777056542356, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.29562747460836636, "fast_rcnn/fg_cls_accuracy": 0.6862195528862196, "iteration": 201599, "loss_box_reg": 0.2334647378884256, "loss_cls": 0.21531498432159424, "loss_mask": 0.24805456306785345, "loss_rpn_cls": 0.0443333154253196, "loss_rpn_loc": 0.06825568235944957, "loss_sem_seg": 0.3130450313910842, "lr": 0.02, "mask_rcnn/accuracy": 0.9009473283935747, "mask_rcnn/false_negative": 0.08431958637577475, "mask_rcnn/false_positive": 0.11272979787559073, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.561607013005414, "total_loss": 1.1477509539108723} {"data_time": 0.013149879501725081, "eta_seconds": 38687.46179008235, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.23817782120175868, "fast_rcnn/fg_cls_accuracy": 0.6937148217636022, "iteration": 201619, "loss_box_reg": 0.24508384335786104, "loss_cls": 0.19407090870663524, "loss_mask": 0.24699816014617682, "loss_rpn_cls": 0.0446923379204236, "loss_rpn_loc": 0.07785960484761745, "loss_sem_seg": 0.3435106398537755, "lr": 0.02, "mask_rcnn/accuracy": 0.8850136254662422, "mask_rcnn/false_negative": 0.1028684424305009, "mask_rcnn/false_positive": 0.12538347611604264, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.567006475503149, "total_loss": 1.1617057137191296} {"data_time": 0.013683405995834619, "eta_seconds": 38679.220068826624, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.33308823529411763, "fast_rcnn/fg_cls_accuracy": 0.6370518621649843, "iteration": 201639, "loss_box_reg": 0.24850953556597233, "loss_cls": 0.21188162500038743, "loss_mask": 0.2475869171321392, "loss_rpn_cls": 0.04220667774643516, "loss_rpn_loc": 0.07959933116217144, "loss_sem_seg": 0.34717868780717254, "lr": 0.02, "mask_rcnn/accuracy": 0.8920635904384144, "mask_rcnn/false_negative": 0.09832408701675611, "mask_rcnn/false_positive": 0.12069706272714231, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5665144014928956, "total_loss": 1.183411400015757} {"data_time": 0.012613577004231047, "eta_seconds": 38676.08028782636, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.2768199233716475, "fast_rcnn/fg_cls_accuracy": 0.6698059879272404, "iteration": 201659, "loss_box_reg": 0.21819211333058774, "loss_cls": 0.21810594433918595, "loss_mask": 0.23927095718681812, "loss_rpn_cls": 0.04130110563346534, "loss_rpn_loc": 0.07434790872503072, "loss_sem_seg": 0.3100384143181145, "lr": 0.02, "mask_rcnn/accuracy": 0.879376102292769, "mask_rcnn/false_negative": 0.08610256519339451, "mask_rcnn/false_positive": 0.1202060542812082, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5741392489944701, "total_loss": 1.1169244098709896} {"data_time": 0.012690435993135907, "eta_seconds": 38672.29401737249, "fast_rcnn/cls_accuracy": 0.9072265625, "fast_rcnn/false_negative": 0.34517857142857145, "fast_rcnn/fg_cls_accuracy": 0.620745933219178, "iteration": 201679, "loss_box_reg": 0.25874348473735154, "loss_cls": 0.23652871418744326, "loss_mask": 0.25170835852622986, "loss_rpn_cls": 0.04575859208125621, "loss_rpn_loc": 0.07449579719104804, "loss_sem_seg": 0.32066227914765477, "lr": 0.02, "mask_rcnn/accuracy": 0.8757028996750758, "mask_rcnn/false_negative": 0.10436348553688721, "mask_rcnn/false_positive": 0.14400527135766375, "roi_head/num_bg_samples": 433.0, "roi_head/num_fg_samples": 79.0, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.5785224224964622, "total_loss": 1.2132861284262617} {"data_time": 0.012701300998742227, "eta_seconds": 38663.464328227536, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.288436744560838, "fast_rcnn/fg_cls_accuracy": 0.6817514677103718, "iteration": 201699, "loss_box_reg": 0.2333906446583569, "loss_cls": 0.19043696112930775, "loss_mask": 0.25950902979820967, "loss_rpn_cls": 0.040780834257020615, "loss_rpn_loc": 0.08049865486100316, "loss_sem_seg": 0.29709667689166963, "lr": 0.02, "mask_rcnn/accuracy": 0.8976384998443823, "mask_rcnn/false_negative": 0.10109698742424417, "mask_rcnn/false_positive": 0.0983687404452057, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5689464265014976, "total_loss": 1.161617430858314} {"data_time": 0.0131288755001151, "eta_seconds": 38635.586331413564, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.29879542670477743, "fast_rcnn/fg_cls_accuracy": 0.6801075268817205, "iteration": 201719, "loss_box_reg": 0.24312068335711956, "loss_cls": 0.21253438107669353, "loss_mask": 0.2523650065995753, "loss_rpn_cls": 0.04825362187693827, "loss_rpn_loc": 0.08734381788235623, "loss_sem_seg": 0.32721508177928627, "lr": 0.02, "mask_rcnn/accuracy": 0.8946298734337486, "mask_rcnn/false_negative": 0.08471319675603217, "mask_rcnn/false_positive": 0.13515374954187268, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.5641474219955853, "total_loss": 1.1572020010498818} {"data_time": 0.011822847001894843, "eta_seconds": 38624.269688033586, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.333843329253366, "fast_rcnn/fg_cls_accuracy": 0.6270148026315789, "iteration": 201739, "loss_box_reg": 0.21440651966258883, "loss_cls": 0.20261246617883444, "loss_mask": 0.2580320928245783, "loss_rpn_cls": 0.04853023833129555, "loss_rpn_loc": 0.0728951545606833, "loss_sem_seg": 0.3156564710661769, "lr": 0.02, "mask_rcnn/accuracy": 0.9002445757857407, "mask_rcnn/false_negative": 0.08577122050278743, "mask_rcnn/false_positive": 0.12141090576843179, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 0.5688404724933207, "total_loss": 1.1122145105327945} {"data_time": 0.012665733003814239, "eta_seconds": 38611.323074805776, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.357421875, "fast_rcnn/fg_cls_accuracy": 0.6139951508620689, "iteration": 201759, "loss_box_reg": 0.23176149185746908, "loss_cls": 0.22398689668625593, "loss_mask": 0.25339125469326973, "loss_rpn_cls": 0.04170171472651418, "loss_rpn_loc": 0.06586398267245386, "loss_sem_seg": 0.2911169375292957, "lr": 0.02, "mask_rcnn/accuracy": 0.8762520553576323, "mask_rcnn/false_negative": 0.09081582110605649, "mask_rcnn/false_positive": 0.12375927403677156, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.567556161498942, "total_loss": 1.1228212272981182} {"data_time": 0.012770122499205172, "eta_seconds": 38601.63640127363, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.3480050491191482, "fast_rcnn/fg_cls_accuracy": 0.64071675539213, "iteration": 201779, "loss_box_reg": 0.21871092938818038, "loss_cls": 0.20365012111142278, "loss_mask": 0.24831048026680946, "loss_rpn_cls": 0.045720845548203215, "loss_rpn_loc": 0.07961502077523619, "loss_sem_seg": 0.31540302908979356, "lr": 0.02, "mask_rcnn/accuracy": 0.8906449032180156, "mask_rcnn/false_negative": 0.09563915515754393, "mask_rcnn/false_positive": 0.1269701870515078, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5734261695033638, "total_loss": 1.1167759253730765} {"data_time": 0.013192371501645539, "eta_seconds": 38588.69074346549, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3031336325966851, "fast_rcnn/fg_cls_accuracy": 0.6530659193575372, "iteration": 201799, "loss_box_reg": 0.23570610955357552, "loss_cls": 0.19802326569333673, "loss_mask": 0.2501380890607834, "loss_rpn_cls": 0.04855671405675821, "loss_rpn_loc": 0.08533934911247343, "loss_sem_seg": 0.3358759842813015, "lr": 0.02, "mask_rcnn/accuracy": 0.8873941264474785, "mask_rcnn/false_negative": 0.08797362405054984, "mask_rcnn/false_positive": 0.11641317009445748, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.5747671749995789, "total_loss": 1.1346802443440538} {"data_time": 0.011667725993902422, "eta_seconds": 38593.04867315282, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.32682291666666663, "fast_rcnn/fg_cls_accuracy": 0.6413629304832374, "iteration": 201819, "loss_box_reg": 0.22726560104638338, "loss_cls": 0.21955470461398363, "loss_mask": 0.25288233859464526, "loss_rpn_cls": 0.04402809456223622, "loss_rpn_loc": 0.08263963868375868, "loss_sem_seg": 0.31167167983949184, "lr": 0.02, "mask_rcnn/accuracy": 0.8833029432292974, "mask_rcnn/false_negative": 0.10703136104303475, "mask_rcnn/false_positive": 0.133179106702916, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.5663976509968052, "total_loss": 1.1518117882078514} {"data_time": 0.011861176499223802, "eta_seconds": 38569.0809430367, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.32924025018395875, "fast_rcnn/fg_cls_accuracy": 0.5614610673665792, "iteration": 201839, "loss_box_reg": 0.2241390384733677, "loss_cls": 0.20019681565463543, "loss_mask": 0.2484852303750813, "loss_rpn_cls": 0.043156020576134324, "loss_rpn_loc": 0.07631241125636734, "loss_sem_seg": 0.35319207794964314, "lr": 0.02, "mask_rcnn/accuracy": 0.8810293218371887, "mask_rcnn/false_negative": 0.09889297684254947, "mask_rcnn/false_positive": 0.13742006358726794, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5692771414978779, "total_loss": 1.138321936945431} {"data_time": 0.0117915954979253, "eta_seconds": 38535.02680586989, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.3947085683588504, "fast_rcnn/fg_cls_accuracy": 0.5625635641875266, "iteration": 201859, "loss_box_reg": 0.2150038476102054, "loss_cls": 0.1937658681999892, "loss_mask": 0.2424302315339446, "loss_rpn_cls": 0.04578995250631124, "loss_rpn_loc": 0.06761583423940465, "loss_sem_seg": 0.3229467833880335, "lr": 0.02, "mask_rcnn/accuracy": 0.9035328071018983, "mask_rcnn/false_negative": 0.07817661297691351, "mask_rcnn/false_positive": 0.10441549284099412, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5611898569914047, "total_loss": 1.1171356486884179} {"data_time": 0.012221916498674545, "eta_seconds": 38535.75718830497, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.37505188875051887, "fast_rcnn/fg_cls_accuracy": 0.6074025974025974, "iteration": 201879, "loss_box_reg": 0.2544696191325784, "loss_cls": 0.21941879391670227, "loss_mask": 0.2615437591448426, "loss_rpn_cls": 0.04144698160234839, "loss_rpn_loc": 0.07987815042724833, "loss_sem_seg": 0.31571037974208593, "lr": 0.02, "mask_rcnn/accuracy": 0.8738956006931075, "mask_rcnn/false_negative": 0.1143831721587306, "mask_rcnn/false_positive": 0.11731040198512149, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5884300325051299, "total_loss": 1.1695626272412483} {"data_time": 0.012577025503560435, "eta_seconds": 38524.443274185, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.2813971742543171, "fast_rcnn/fg_cls_accuracy": 0.7131083202511774, "iteration": 201899, "loss_box_reg": 0.21756815491244197, "loss_cls": 0.1976107651134953, "loss_mask": 0.24730361020192504, "loss_rpn_cls": 0.03707439640129451, "loss_rpn_loc": 0.06891588488360867, "loss_sem_seg": 0.2967768097296357, "lr": 0.02, "mask_rcnn/accuracy": 0.888225424084302, "mask_rcnn/false_negative": 0.0916124009702631, "mask_rcnn/false_positive": 0.12192871467033009, "roi_head/num_bg_samples": 421.75, "roi_head/num_fg_samples": 90.25, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5673269135004375, "total_loss": 1.0667072065189132} {"data_time": 0.012165540996647906, "eta_seconds": 38523.81273283669, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.4118050789293068, "fast_rcnn/fg_cls_accuracy": 0.5398121496742918, "iteration": 201919, "loss_box_reg": 0.2213005991652608, "loss_cls": 0.21257283841259778, "loss_mask": 0.25638250913470984, "loss_rpn_cls": 0.0412706153729232, "loss_rpn_loc": 0.06759599642828107, "loss_sem_seg": 0.30386512028053403, "lr": 0.02, "mask_rcnn/accuracy": 0.9084278035193669, "mask_rcnn/false_negative": 0.08420318122777734, "mask_rcnn/false_positive": 0.10701584420990144, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5680174779918161, "total_loss": 1.1114531329621968} {"data_time": 0.011850133501866367, "eta_seconds": 38525.1240923931, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.29303609913793105, "fast_rcnn/fg_cls_accuracy": 0.6865104166666667, "iteration": 201939, "loss_box_reg": 0.23521656286902726, "loss_cls": 0.1902817606460303, "loss_mask": 0.24640878615900874, "loss_rpn_cls": 0.049336717871483415, "loss_rpn_loc": 0.07314636837691069, "loss_sem_seg": 0.3126321965828538, "lr": 0.02, "mask_rcnn/accuracy": 0.8880216004944563, "mask_rcnn/false_negative": 0.08710583056437199, "mask_rcnn/false_positive": 0.12216691818570541, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5640528970034211, "total_loss": 1.0872396227205172} {"data_time": 0.012360861990600824, "eta_seconds": 38513.80332893315, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3116554054054054, "fast_rcnn/fg_cls_accuracy": 0.631213059386434, "iteration": 201959, "loss_box_reg": 0.22260226448997855, "loss_cls": 0.19221867551095784, "loss_mask": 0.25087235029786825, "loss_rpn_cls": 0.04479894589167088, "loss_rpn_loc": 0.08824955800082535, "loss_sem_seg": 0.2878322347532958, "lr": 0.02, "mask_rcnn/accuracy": 0.8838251032648103, "mask_rcnn/false_negative": 0.08230654216247169, "mask_rcnn/false_positive": 0.15326189358530068, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5668165444949409, "total_loss": 1.0753335753106512} {"data_time": 0.011862808503792621, "eta_seconds": 38502.4825654732, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.38230971128608926, "fast_rcnn/fg_cls_accuracy": 0.5346701649175412, "iteration": 201979, "loss_box_reg": 0.23147409223020077, "loss_cls": 0.20310521544888616, "loss_mask": 0.24547412432730198, "loss_rpn_cls": 0.04029260255629197, "loss_rpn_loc": 0.07076556544052437, "loss_sem_seg": 0.2875198880210519, "lr": 0.02, "mask_rcnn/accuracy": 0.8939009685905612, "mask_rcnn/false_negative": 0.09290812820561717, "mask_rcnn/false_positive": 0.12567433021524071, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5679088990073069, "total_loss": 1.0880955905886367} {"data_time": 0.012727115994493943, "eta_seconds": 38491.161802013245, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.29224738675958184, "fast_rcnn/fg_cls_accuracy": 0.6467736691200379, "iteration": 201999, "loss_box_reg": 0.23649357073009014, "loss_cls": 0.21813171450048685, "loss_mask": 0.2431923784315586, "loss_rpn_cls": 0.03924518544226885, "loss_rpn_loc": 0.0749355626758188, "loss_sem_seg": 0.3128770519979298, "lr": 0.02, "mask_rcnn/accuracy": 0.9019675578564759, "mask_rcnn/false_negative": 0.08599731322131682, "mask_rcnn/false_positive": 0.11791998964504014, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5610340045022895, "total_loss": 1.1293898758885916} {"data_time": 0.012505665501521435, "eta_seconds": 38467.22747008668, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.2945822672154856, "fast_rcnn/fg_cls_accuracy": 0.7054177327845144, "iteration": 202019, "loss_box_reg": 0.22789181803818792, "loss_cls": 0.2125762125942856, "loss_mask": 0.24090037401765585, "loss_rpn_cls": 0.041946148354327306, "loss_rpn_loc": 0.08092253195354715, "loss_sem_seg": 0.2917918795719743, "lr": 0.02, "mask_rcnn/accuracy": 0.8912822186101965, "mask_rcnn/false_negative": 0.10082174654304663, "mask_rcnn/false_positive": 0.11971929246469964, "roi_head/num_bg_samples": 426.5, "roi_head/num_fg_samples": 85.5, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5620744849948096, "total_loss": 1.1347954055818263} {"data_time": 0.01389976200152887, "eta_seconds": 38463.485724051745, "fast_rcnn/cls_accuracy": 0.904296875, "fast_rcnn/false_negative": 0.36730715678084097, "fast_rcnn/fg_cls_accuracy": 0.5771581359816653, "iteration": 202039, "loss_box_reg": 0.241132244002074, "loss_cls": 0.21124839363619685, "loss_mask": 0.2618914181366563, "loss_rpn_cls": 0.04661932171438821, "loss_rpn_loc": 0.07982416520826519, "loss_sem_seg": 0.28704311279579997, "lr": 0.02, "mask_rcnn/accuracy": 0.8855428295720202, "mask_rcnn/false_negative": 0.10040163121827406, "mask_rcnn/false_positive": 0.12123208267416823, "roi_head/num_bg_samples": 429.0, "roi_head/num_fg_samples": 83.0, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.5672600245015929, "total_loss": 1.1786025465116836} {"data_time": 0.012212311004986987, "eta_seconds": 38448.00454672657, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.3503322995126274, "fast_rcnn/fg_cls_accuracy": 0.6235872235872235, "iteration": 202059, "loss_box_reg": 0.2346732378937304, "loss_cls": 0.21548727480694652, "loss_mask": 0.2478375006467104, "loss_rpn_cls": 0.03663206011697184, "loss_rpn_loc": 0.082208035455551, "loss_sem_seg": 0.3183921189047396, "lr": 0.02, "mask_rcnn/accuracy": 0.8950077684936917, "mask_rcnn/false_negative": 0.08504326750736307, "mask_rcnn/false_positive": 0.11352231950510769, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5682112805006909, "total_loss": 1.130851444118889} {"data_time": 0.01230164600565331, "eta_seconds": 38427.7035980585, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.4198071866783523, "fast_rcnn/fg_cls_accuracy": 0.5020082196898935, "iteration": 202079, "loss_box_reg": 0.2264808404725045, "loss_cls": 0.22437189053744078, "loss_mask": 0.25283315405249596, "loss_rpn_cls": 0.047162706847302616, "loss_rpn_loc": 0.07804941097856499, "loss_sem_seg": 0.3630164382047951, "lr": 0.02, "mask_rcnn/accuracy": 0.8830006355526405, "mask_rcnn/false_negative": 0.09599627662950813, "mask_rcnn/false_positive": 0.12697358751078805, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5614875065075466, "total_loss": 1.1734815113250079} {"data_time": 0.01176657449832419, "eta_seconds": 38411.30413298536, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.31892746672227434, "fast_rcnn/fg_cls_accuracy": 0.6085658914728682, "iteration": 202099, "loss_box_reg": 0.24673734046518803, "loss_cls": 0.2173086436232552, "loss_mask": 0.25271661952137947, "loss_rpn_cls": 0.055900458624819294, "loss_rpn_loc": 0.10163955739699304, "loss_sem_seg": 0.29403201350942254, "lr": 0.02, "mask_rcnn/accuracy": 0.8984190714813816, "mask_rcnn/false_negative": 0.0941104921245775, "mask_rcnn/false_positive": 0.11899156878673488, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 0.565273211497697, "total_loss": 1.1953693291034142} {"data_time": 0.012285029995837249, "eta_seconds": 38377.8877584161, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.39123721289326385, "fast_rcnn/fg_cls_accuracy": 0.6056618819776715, "iteration": 202119, "loss_box_reg": 0.2315421800594777, "loss_cls": 0.20912310667335987, "loss_mask": 0.24154003895819187, "loss_rpn_cls": 0.04521834582556039, "loss_rpn_loc": 0.08219702960923314, "loss_sem_seg": 0.33741202810779214, "lr": 0.02, "mask_rcnn/accuracy": 0.8911493764172336, "mask_rcnn/false_negative": 0.0811086321451096, "mask_rcnn/false_positive": 0.14470540918518285, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5699374255054863, "total_loss": 1.1391228106658673} {"data_time": 0.011253366501478013, "eta_seconds": 38352.512635360756, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.3277242750968282, "fast_rcnn/fg_cls_accuracy": 0.6034655448717949, "iteration": 202139, "loss_box_reg": 0.21128583932295442, "loss_cls": 0.20740086864680052, "loss_mask": 0.2460094252601266, "loss_rpn_cls": 0.04550143826054409, "loss_rpn_loc": 0.07797375222435221, "loss_sem_seg": 0.31515854271128774, "lr": 0.02, "mask_rcnn/accuracy": 0.885874319239891, "mask_rcnn/false_negative": 0.09216036856908141, "mask_rcnn/false_positive": 0.14318353225252176, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5571125709975604, "total_loss": 1.1327317598625086} {"data_time": 0.012096755002858117, "eta_seconds": 38341.20937940067, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.3316151202749141, "fast_rcnn/fg_cls_accuracy": 0.6139015728056825, "iteration": 202159, "loss_box_reg": 0.24695733515545726, "loss_cls": 0.21078531700186431, "loss_mask": 0.2501747631467879, "loss_rpn_cls": 0.044481057360826526, "loss_rpn_loc": 0.09259720356203616, "loss_sem_seg": 0.3013036232441664, "lr": 0.02, "mask_rcnn/accuracy": 0.8952235680722952, "mask_rcnn/false_negative": 0.09041555925671022, "mask_rcnn/false_positive": 0.10446321777518794, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.573238027995103, "total_loss": 1.139073830403504} {"data_time": 0.011935828501009382, "eta_seconds": 38326.86218137274, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.29393115942028986, "fast_rcnn/fg_cls_accuracy": 0.6469298245614035, "iteration": 202179, "loss_box_reg": 0.22933833859860897, "loss_cls": 0.22853407636284828, "loss_mask": 0.24035153491422534, "loss_rpn_cls": 0.05168223958753515, "loss_rpn_loc": 0.0734516532975249, "loss_sem_seg": 0.3549208929762244, "lr": 0.02, "mask_rcnn/accuracy": 0.9165024883257344, "mask_rcnn/false_negative": 0.07817181330649361, "mask_rcnn/false_positive": 0.08258228716934025, "roi_head/num_bg_samples": 463.25, "roi_head/num_fg_samples": 48.75, "rpn/num_neg_anchors": 235.75, "rpn/num_pos_anchors": 20.25, "time": 0.5615984019968892, "total_loss": 1.1720117274962831} {"data_time": 0.012247040998772718, "eta_seconds": 38317.03117268718, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.42503918495297804, "fast_rcnn/fg_cls_accuracy": 0.5498721227621484, "iteration": 202199, "loss_box_reg": 0.22920534294098616, "loss_cls": 0.21427640412002802, "loss_mask": 0.2557229408994317, "loss_rpn_cls": 0.03992635488975793, "loss_rpn_loc": 0.07708283473039046, "loss_sem_seg": 0.28883795719593763, "lr": 0.02, "mask_rcnn/accuracy": 0.88351836783564, "mask_rcnn/false_negative": 0.10636089100838556, "mask_rcnn/false_positive": 0.1523214542158588, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5642902165054693, "total_loss": 1.1020072069950402} {"data_time": 0.011707391000527423, "eta_seconds": 38301.81924612428, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3060480170040095, "fast_rcnn/fg_cls_accuracy": 0.6748729531338227, "iteration": 202219, "loss_box_reg": 0.2277531367726624, "loss_cls": 0.20438635582104325, "loss_mask": 0.24144473671913147, "loss_rpn_cls": 0.03994035434152465, "loss_rpn_loc": 0.07862633897457272, "loss_sem_seg": 0.2919988417997956, "lr": 0.02, "mask_rcnn/accuracy": 0.9015449521106229, "mask_rcnn/false_negative": 0.08882714615365833, "mask_rcnn/false_positive": 0.10848668405181361, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5624713375000283, "total_loss": 1.095434934453806} {"data_time": 0.013019366997468751, "eta_seconds": 38298.51255797408, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.33319857246417217, "fast_rcnn/fg_cls_accuracy": 0.6252128021790944, "iteration": 202239, "loss_box_reg": 0.22750750230625272, "loss_cls": 0.21342873433604836, "loss_mask": 0.2530283201485872, "loss_rpn_cls": 0.0510153762443224, "loss_rpn_loc": 0.07955129927722737, "loss_sem_seg": 0.30296053271740675, "lr": 0.02, "mask_rcnn/accuracy": 0.8983746907854051, "mask_rcnn/false_negative": 0.09399616364477183, "mask_rcnn/false_positive": 0.12488222104754229, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5650296509993495, "total_loss": 1.1487609024334233} {"data_time": 0.014680190492072143, "eta_seconds": 38287.208559344195, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.3446017078020821, "fast_rcnn/fg_cls_accuracy": 0.6498041219553738, "iteration": 202259, "loss_box_reg": 0.21568980580195785, "loss_cls": 0.20551202399656177, "loss_mask": 0.25524737033993006, "loss_rpn_cls": 0.03809787950012833, "loss_rpn_loc": 0.07542311574798077, "loss_sem_seg": 0.26769387256354094, "lr": 0.02, "mask_rcnn/accuracy": 0.9032392644557823, "mask_rcnn/false_negative": 0.07619740366824304, "mask_rcnn/false_positive": 0.11903893167318831, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.560763080495235, "total_loss": 1.064775854581967} {"data_time": 0.012142409999796655, "eta_seconds": 38273.5487847169, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.30043008297175916, "fast_rcnn/fg_cls_accuracy": 0.6365621133833055, "iteration": 202279, "loss_box_reg": 0.20913244760595262, "loss_cls": 0.18547932617366314, "loss_mask": 0.251055215485394, "loss_rpn_cls": 0.04182507173391059, "loss_rpn_loc": 0.07563555939123034, "loss_sem_seg": 0.29443510714918375, "lr": 0.02, "mask_rcnn/accuracy": 0.888024966931217, "mask_rcnn/false_negative": 0.09765651917237018, "mask_rcnn/false_positive": 0.12014644925681073, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5582778719981434, "total_loss": 1.0539263655955438} {"data_time": 0.013213737001933623, "eta_seconds": 38262.24548181685, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3479591836734694, "fast_rcnn/fg_cls_accuracy": 0.6329039812646371, "iteration": 202299, "loss_box_reg": 0.23126825178042054, "loss_cls": 0.2042684257030487, "loss_mask": 0.2440821686759591, "loss_rpn_cls": 0.04014947067480534, "loss_rpn_loc": 0.06614560793968849, "loss_sem_seg": 0.2962661813944578, "lr": 0.02, "mask_rcnn/accuracy": 0.8910353118520136, "mask_rcnn/false_negative": 0.09846312566381793, "mask_rcnn/false_positive": 0.11814307858444617, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.5585502644971712, "total_loss": 1.1019081904378254} {"data_time": 0.012382583998260088, "eta_seconds": 38243.63902676828, "fast_rcnn/cls_accuracy": 0.95703125, "fast_rcnn/false_negative": 0.29088888888888886, "fast_rcnn/fg_cls_accuracy": 0.6737672457843639, "iteration": 202319, "loss_box_reg": 0.2266616488341242, "loss_cls": 0.19853736856020987, "loss_mask": 0.2473515011370182, "loss_rpn_cls": 0.04022064828313887, "loss_rpn_loc": 0.06638053385540843, "loss_sem_seg": 0.322022050851956, "lr": 0.02, "mask_rcnn/accuracy": 0.9154414998758124, "mask_rcnn/false_negative": 0.08096060253195235, "mask_rcnn/false_positive": 0.08676408178587684, "roi_head/num_bg_samples": 460.75, "roi_head/num_fg_samples": 51.25, "rpn/num_neg_anchors": 238.25, "rpn/num_pos_anchors": 17.75, "time": 0.5467033954992075, "total_loss": 1.1002980136545375} {"data_time": 0.012672017503064126, "eta_seconds": 38236.44331481194, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.236328125, "fast_rcnn/fg_cls_accuracy": 0.6934545454545454, "iteration": 202339, "loss_box_reg": 0.24360915599390864, "loss_cls": 0.21893446194007993, "loss_mask": 0.2633646675385535, "loss_rpn_cls": 0.042184782374533825, "loss_rpn_loc": 0.07273330085445195, "loss_sem_seg": 0.3150630872696638, "lr": 0.02, "mask_rcnn/accuracy": 0.8854319308617129, "mask_rcnn/false_negative": 0.10749823044625045, "mask_rcnn/false_positive": 0.10757487082093745, "roi_head/num_bg_samples": 430.0, "roi_head/num_fg_samples": 82.0, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.5702404734984157, "total_loss": 1.1898254388943315} {"data_time": 0.011739105502783787, "eta_seconds": 38228.335573116696, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.35046113306982873, "fast_rcnn/fg_cls_accuracy": 0.6210895361380799, "iteration": 202359, "loss_box_reg": 0.2511695078574121, "loss_cls": 0.22346396977081895, "loss_mask": 0.25802073907107115, "loss_rpn_cls": 0.04055727258673869, "loss_rpn_loc": 0.07969520715414546, "loss_sem_seg": 0.3094614236615598, "lr": 0.02, "mask_rcnn/accuracy": 0.8924345610809259, "mask_rcnn/false_negative": 0.09316504866001424, "mask_rcnn/false_positive": 0.12923198245127315, "roi_head/num_bg_samples": 455.5, "roi_head/num_fg_samples": 56.5, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5843586164992303, "total_loss": 1.1762036213767715} {"data_time": 0.01213806499436032, "eta_seconds": 38217.032270216645, "fast_rcnn/cls_accuracy": 0.90283203125, "fast_rcnn/false_negative": 0.4211454484380248, "fast_rcnn/fg_cls_accuracy": 0.5589619806898762, "iteration": 202379, "loss_box_reg": 0.22570032346993685, "loss_cls": 0.21097686374559999, "loss_mask": 0.2500473065301776, "loss_rpn_cls": 0.04322775069158524, "loss_rpn_loc": 0.06847313302569091, "loss_sem_seg": 0.3238591479603201, "lr": 0.02, "mask_rcnn/accuracy": 0.8782770281494772, "mask_rcnn/false_negative": 0.11947838151325553, "mask_rcnn/false_positive": 0.130237006117413, "roi_head/num_bg_samples": 430.5, "roi_head/num_fg_samples": 81.5, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.5542461934965104, "total_loss": 1.1445653337868862} {"data_time": 0.01338848900195444, "eta_seconds": 38208.080568935016, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.34549071618037136, "fast_rcnn/fg_cls_accuracy": 0.6545092838196287, "iteration": 202399, "loss_box_reg": 0.23138380842283368, "loss_cls": 0.20261536195175722, "loss_mask": 0.24716246407479048, "loss_rpn_cls": 0.04181464383145794, "loss_rpn_loc": 0.08143869205377996, "loss_sem_seg": 0.2940378973726183, "lr": 0.02, "mask_rcnn/accuracy": 0.884310033888279, "mask_rcnn/false_negative": 0.11704699492413413, "mask_rcnn/false_positive": 0.11230349584457305, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5651101210023626, "total_loss": 1.0901847891800571} {"data_time": 0.012353230005828664, "eta_seconds": 38218.33619359113, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.33678503659528325, "fast_rcnn/fg_cls_accuracy": 0.6451341827053402, "iteration": 202419, "loss_box_reg": 0.22798845311626792, "loss_cls": 0.19260215014219284, "loss_mask": 0.25061769550666213, "loss_rpn_cls": 0.04084449581569061, "loss_rpn_loc": 0.06681579194264486, "loss_sem_seg": 0.30088598281145096, "lr": 0.02, "mask_rcnn/accuracy": 0.8989776999792891, "mask_rcnn/false_negative": 0.09599346219559213, "mask_rcnn/false_positive": 0.13618840465061938, "roi_head/num_bg_samples": 457.5, "roi_head/num_fg_samples": 54.5, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5781836474925512, "total_loss": 1.0929452382551972} {"data_time": 0.013277343998197466, "eta_seconds": 38186.57624829713, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.35414165666266506, "fast_rcnn/fg_cls_accuracy": 0.627016129032258, "iteration": 202439, "loss_box_reg": 0.19795516948215663, "loss_cls": 0.18754516541957855, "loss_mask": 0.24428862379863858, "loss_rpn_cls": 0.03505213157040998, "loss_rpn_loc": 0.05703351943520829, "loss_sem_seg": 0.30496717197820544, "lr": 0.02, "mask_rcnn/accuracy": 0.8917810033582116, "mask_rcnn/false_negative": 0.09232671329830233, "mask_rcnn/false_positive": 0.1297915308718644, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 236.25, "rpn/num_pos_anchors": 19.75, "time": 0.5453929244977189, "total_loss": 1.0413101881131297} {"data_time": 0.012395639503665734, "eta_seconds": 38176.76508576989, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.27049089906232765, "fast_rcnn/fg_cls_accuracy": 0.6677927927927928, "iteration": 202459, "loss_box_reg": 0.23480009054765105, "loss_cls": 0.20163789624348283, "loss_mask": 0.2421580534428358, "loss_rpn_cls": 0.04753852536669001, "loss_rpn_loc": 0.06931614689528942, "loss_sem_seg": 0.3242471059784293, "lr": 0.02, "mask_rcnn/accuracy": 0.9018366526505563, "mask_rcnn/false_negative": 0.06738886147780362, "mask_rcnn/false_positive": 0.09004777703790469, "roi_head/num_bg_samples": 456.5, "roi_head/num_fg_samples": 55.5, "rpn/num_neg_anchors": 237.25, "rpn/num_pos_anchors": 18.75, "time": 0.5649653715081513, "total_loss": 1.1330150716821663} {"data_time": 0.012316389002080541, "eta_seconds": 38153.71294744601, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.28134453781512603, "fast_rcnn/fg_cls_accuracy": 0.6818181818181819, "iteration": 202479, "loss_box_reg": 0.2136002187617123, "loss_cls": 0.2037620055489242, "loss_mask": 0.24359211418777704, "loss_rpn_cls": 0.041902472206857055, "loss_rpn_loc": 0.06919201475102454, "loss_sem_seg": 0.2831892604008317, "lr": 0.02, "mask_rcnn/accuracy": 0.890292287127617, "mask_rcnn/false_negative": 0.0813507604927402, "mask_rcnn/false_positive": 0.11173739076969672, "roi_head/num_bg_samples": 466.25, "roi_head/num_fg_samples": 45.75, "rpn/num_neg_anchors": 235.25, "rpn/num_pos_anchors": 20.75, "time": 0.5567503464990295, "total_loss": 1.057336009660503} {"data_time": 0.012510734995885286, "eta_seconds": 38142.41165956596, "fast_rcnn/cls_accuracy": 0.95556640625, "fast_rcnn/false_negative": 0.2681142769607843, "fast_rcnn/fg_cls_accuracy": 0.694609375, "iteration": 202499, "loss_box_reg": 0.23065827460959554, "loss_cls": 0.20454584620893002, "loss_mask": 0.24151100497692823, "loss_rpn_cls": 0.03330051765078679, "loss_rpn_loc": 0.07232275942806154, "loss_sem_seg": 0.2840874269604683, "lr": 0.02, "mask_rcnn/accuracy": 0.8974236982429642, "mask_rcnn/false_negative": 0.09278720830576022, "mask_rcnn/false_positive": 0.10311845177215913, "roi_head/num_bg_samples": 462.75, "roi_head/num_fg_samples": 49.25, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5640061165031511, "total_loss": 1.1366146773216315} {"data_time": 0.012533288492704742, "eta_seconds": 38121.52668676316, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.34827099505998593, "fast_rcnn/fg_cls_accuracy": 0.61495487752471, "iteration": 202519, "loss_box_reg": 0.22583868401125073, "loss_cls": 0.19840025529265404, "loss_mask": 0.23844087729230523, "loss_rpn_cls": 0.03943561245978344, "loss_rpn_loc": 0.07091483837575652, "loss_sem_seg": 0.29302304494194686, "lr": 0.02, "mask_rcnn/accuracy": 0.8905791180531804, "mask_rcnn/false_negative": 0.06930177506942953, "mask_rcnn/false_positive": 0.13519733879270962, "roi_head/num_bg_samples": 465.25, "roi_head/num_fg_samples": 46.75, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.561607567993633, "total_loss": 1.0693755178217543} {"data_time": 0.012197197000205051, "eta_seconds": 38092.46326178404, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3366477272727273, "fast_rcnn/fg_cls_accuracy": 0.5766922094508302, "iteration": 202539, "loss_box_reg": 0.21843731217086315, "loss_cls": 0.20433555310592055, "loss_mask": 0.23976229410618544, "loss_rpn_cls": 0.03643131295393687, "loss_rpn_loc": 0.07356203027302399, "loss_sem_seg": 0.30928974179551005, "lr": 0.02, "mask_rcnn/accuracy": 0.9105614902210885, "mask_rcnn/false_negative": 0.08055734023938751, "mask_rcnn/false_positive": 0.1195800303933108, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5617067990024225, "total_loss": 1.1035536921408493} {"data_time": 0.012366765004117042, "eta_seconds": 38081.170081053904, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.37038184973964794, "fast_rcnn/fg_cls_accuracy": 0.5755429102310998, "iteration": 202559, "loss_box_reg": 0.23182448488660157, "loss_cls": 0.20096956938505173, "loss_mask": 0.25068902457132936, "loss_rpn_cls": 0.037930495862383395, "loss_rpn_loc": 0.07800135524303187, "loss_sem_seg": 0.29233413096517324, "lr": 0.02, "mask_rcnn/accuracy": 0.88546251340773, "mask_rcnn/false_negative": 0.08373033431757693, "mask_rcnn/false_positive": 0.15133796894586243, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5568006485045771, "total_loss": 1.080979394260794} {"data_time": 0.012120908002543729, "eta_seconds": 38055.65305811252, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.354491341991342, "fast_rcnn/fg_cls_accuracy": 0.645508658008658, "iteration": 202579, "loss_box_reg": 0.2328812121413648, "loss_cls": 0.19060032349079847, "loss_mask": 0.2503777015954256, "loss_rpn_cls": 0.03662990288103174, "loss_rpn_loc": 0.07020334154367447, "loss_sem_seg": 0.31109508126974106, "lr": 0.02, "mask_rcnn/accuracy": 0.8899522805531395, "mask_rcnn/false_negative": 0.10141356482160659, "mask_rcnn/false_positive": 0.12474353049924936, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5550930850004079, "total_loss": 1.141138854145538} {"data_time": 0.012945637994562276, "eta_seconds": 38041.866181705875, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.3720692834562698, "fast_rcnn/fg_cls_accuracy": 0.5993342100937038, "iteration": 202599, "loss_box_reg": 0.22909510182216763, "loss_cls": 0.19697432313114405, "loss_mask": 0.2546704816631973, "loss_rpn_cls": 0.038297680352116004, "loss_rpn_loc": 0.07579823155538179, "loss_sem_seg": 0.2994452347047627, "lr": 0.02, "mask_rcnn/accuracy": 0.895758724162742, "mask_rcnn/false_negative": 0.110641651952285, "mask_rcnn/false_positive": 0.12750624750698925, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 208.0, "rpn/num_pos_anchors": 48.0, "time": 0.5627212234976469, "total_loss": 1.1269508691329975} {"data_time": 0.01244106349622598, "eta_seconds": 38030.577961595875, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.31857846586910626, "fast_rcnn/fg_cls_accuracy": 0.5994618297787522, "iteration": 202619, "loss_box_reg": 0.24115572730079293, "loss_cls": 0.203929205192253, "loss_mask": 0.23921859683468938, "loss_rpn_cls": 0.03806715091923252, "loss_rpn_loc": 0.0864286994037684, "loss_sem_seg": 0.277228758437559, "lr": 0.02, "mask_rcnn/accuracy": 0.8946517921889569, "mask_rcnn/false_negative": 0.09213017836079804, "mask_rcnn/false_positive": 0.12090384134510507, "roi_head/num_bg_samples": 431.0, "roi_head/num_fg_samples": 81.0, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.5737419319993933, "total_loss": 1.017567559843883} {"data_time": 0.011858434998430312, "eta_seconds": 38021.78617415223, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.29697029313397605, "fast_rcnn/fg_cls_accuracy": 0.6873257461492756, "iteration": 202639, "loss_box_reg": 0.22770062182098627, "loss_cls": 0.2225066195242107, "loss_mask": 0.24096676474437118, "loss_rpn_cls": 0.039107353673898615, "loss_rpn_loc": 0.07502573699457571, "loss_sem_seg": 0.2958996680099517, "lr": 0.02, "mask_rcnn/accuracy": 0.9017107900491024, "mask_rcnn/false_negative": 0.09451108773091216, "mask_rcnn/false_positive": 0.10570055845243229, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5785027009915211, "total_loss": 1.0984352343220962} {"data_time": 0.013288897003803868, "eta_seconds": 38024.704177403226, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.2977475275448426, "fast_rcnn/fg_cls_accuracy": 0.6683587140439933, "iteration": 202659, "loss_box_reg": 0.22752286051400006, "loss_cls": 0.2135912603698671, "loss_mask": 0.2434810120612383, "loss_rpn_cls": 0.035418832307186676, "loss_rpn_loc": 0.07220477817463689, "loss_sem_seg": 0.30886543495580554, "lr": 0.02, "mask_rcnn/accuracy": 0.9032944775132274, "mask_rcnn/false_negative": 0.09075193880821558, "mask_rcnn/false_positive": 0.09797679731733835, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 234.75, "rpn/num_pos_anchors": 21.25, "time": 0.5781293209947762, "total_loss": 1.1319966252412996} {"data_time": 0.012065953495039139, "eta_seconds": 38001.6260852202, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3797706582633053, "fast_rcnn/fg_cls_accuracy": 0.5954207770064548, "iteration": 202679, "loss_box_reg": 0.22173802950419486, "loss_cls": 0.19268318614922464, "loss_mask": 0.23682312341406941, "loss_rpn_cls": 0.03559992590453476, "loss_rpn_loc": 0.06139694666489959, "loss_sem_seg": 0.32534507336094975, "lr": 0.02, "mask_rcnn/accuracy": 0.8965686792259584, "mask_rcnn/false_negative": 0.08283660390131176, "mask_rcnn/false_positive": 0.1277421554866002, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5626031099964166, "total_loss": 1.0861740617256146} {"data_time": 0.012300683505600318, "eta_seconds": 37987.91929019194, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.38286713286713286, "fast_rcnn/fg_cls_accuracy": 0.5889860139860139, "iteration": 202699, "loss_box_reg": 0.23530019540339708, "loss_cls": 0.19848312763497233, "loss_mask": 0.26512484159320593, "loss_rpn_cls": 0.04609689986682497, "loss_rpn_loc": 0.08924162886978593, "loss_sem_seg": 0.3000444476492703, "lr": 0.02, "mask_rcnn/accuracy": 0.8624636771958201, "mask_rcnn/false_negative": 0.11210255895640717, "mask_rcnn/false_positive": 0.16175514079198977, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.5753110395089607, "total_loss": 1.1409066473133862} {"data_time": 0.0122082585003227, "eta_seconds": 37979.04672598001, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.32404878236448276, "fast_rcnn/fg_cls_accuracy": 0.6675579322638145, "iteration": 202719, "loss_box_reg": 0.21926918672397733, "loss_cls": 0.21665928466245532, "loss_mask": 0.2505237013101578, "loss_rpn_cls": 0.04669344797730446, "loss_rpn_loc": 0.07144459514529444, "loss_sem_seg": 0.3056814824230969, "lr": 0.02, "mask_rcnn/accuracy": 0.8857060545254687, "mask_rcnn/false_negative": 0.09459707100318175, "mask_rcnn/false_positive": 0.11381617283157283, "roi_head/num_bg_samples": 457.25, "roi_head/num_fg_samples": 54.75, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5697987764942809, "total_loss": 1.1679750320327003} {"data_time": 0.012440957994840574, "eta_seconds": 37967.75704635992, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.34206519617411674, "fast_rcnn/fg_cls_accuracy": 0.6277777777777778, "iteration": 202739, "loss_box_reg": 0.23697566147893667, "loss_cls": 0.2193357590585947, "loss_mask": 0.2405356289818883, "loss_rpn_cls": 0.04504043693304993, "loss_rpn_loc": 0.0701033528894186, "loss_sem_seg": 0.3585544968955219, "lr": 0.02, "mask_rcnn/accuracy": 0.9108586000312657, "mask_rcnn/false_negative": 0.06586599667248513, "mask_rcnn/false_positive": 0.11266242239108831, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5696035334985936, "total_loss": 1.1809719023876823} {"data_time": 0.012718997495539952, "eta_seconds": 37974.72484480064, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.28716475095785443, "fast_rcnn/fg_cls_accuracy": 0.6736111111111112, "iteration": 202759, "loss_box_reg": 0.22196948574855924, "loss_cls": 0.1965797464363277, "loss_mask": 0.24527698988094926, "loss_rpn_cls": 0.037053603595268214, "loss_rpn_loc": 0.06888146954588592, "loss_sem_seg": 0.3260426251217723, "lr": 0.02, "mask_rcnn/accuracy": 0.8867356923199808, "mask_rcnn/false_negative": 0.10141818014743598, "mask_rcnn/false_positive": 0.13106272982667572, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5732078475048183, "total_loss": 1.0905185341107426} {"data_time": 0.01247361450077733, "eta_seconds": 37961.96277097528, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.4007825386474356, "fast_rcnn/fg_cls_accuracy": 0.5881349206349207, "iteration": 202779, "loss_box_reg": 0.2159056570380926, "loss_cls": 0.2044171029701829, "loss_mask": 0.24455542862415314, "loss_rpn_cls": 0.04218377289362252, "loss_rpn_loc": 0.08595808513928205, "loss_sem_seg": 0.3355300398543477, "lr": 0.02, "mask_rcnn/accuracy": 0.8831331097625635, "mask_rcnn/false_negative": 0.09448544285015739, "mask_rcnn/false_positive": 0.14030403284237025, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 0.5706492940007593, "total_loss": 1.125779079971835} {"data_time": 0.011654712507151999, "eta_seconds": 37931.47448359145, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.38647114474929045, "fast_rcnn/fg_cls_accuracy": 0.5791847453756566, "iteration": 202799, "loss_box_reg": 0.2200867459177971, "loss_cls": 0.20491142477840185, "loss_mask": 0.2515703057870269, "loss_rpn_cls": 0.03606976266746642, "loss_rpn_loc": 0.07130533660529181, "loss_sem_seg": 0.3146997841540724, "lr": 0.02, "mask_rcnn/accuracy": 0.8841563056780168, "mask_rcnn/false_negative": 0.10798585702560087, "mask_rcnn/false_positive": 0.11496376573392014, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5550862634991063, "total_loss": 1.108312535463483} {"data_time": 0.01208158300141804, "eta_seconds": 37922.59832787954, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.35265756383553193, "fast_rcnn/fg_cls_accuracy": 0.5947053069210075, "iteration": 202819, "loss_box_reg": 0.22212735735229217, "loss_cls": 0.19367611152119935, "loss_mask": 0.24723489582538605, "loss_rpn_cls": 0.038213910651393235, "loss_rpn_loc": 0.088733129639877, "loss_sem_seg": 0.2984780757687986, "lr": 0.02, "mask_rcnn/accuracy": 0.8879611452963307, "mask_rcnn/false_negative": 0.07081526954038864, "mask_rcnn/false_positive": 0.13674821017883243, "roi_head/num_bg_samples": 459.5, "roi_head/num_fg_samples": 52.5, "rpn/num_neg_anchors": 236.25, "rpn/num_pos_anchors": 19.75, "time": 0.5666578830059734, "total_loss": 1.0787972414982505} {"data_time": 0.01240069999039406, "eta_seconds": 37915.682743506, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.3024117647058824, "fast_rcnn/fg_cls_accuracy": 0.6526836158192091, "iteration": 202839, "loss_box_reg": 0.22174183349125087, "loss_cls": 0.20558870350942016, "loss_mask": 0.24506330769509077, "loss_rpn_cls": 0.03738434863043949, "loss_rpn_loc": 0.06978521443670616, "loss_sem_seg": 0.3143440159037709, "lr": 0.02, "mask_rcnn/accuracy": 0.8855439379699248, "mask_rcnn/false_negative": 0.09439075693057636, "mask_rcnn/false_positive": 0.12660795593001045, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5751737280006637, "total_loss": 1.0838751030969433} {"data_time": 0.012866094999480993, "eta_seconds": 37929.453079770086, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.31058823529411766, "fast_rcnn/fg_cls_accuracy": 0.6229770992366412, "iteration": 202859, "loss_box_reg": 0.25227711675688624, "loss_cls": 0.22736354591324925, "loss_mask": 0.24854041868820786, "loss_rpn_cls": 0.0368386320915306, "loss_rpn_loc": 0.07490406272700056, "loss_sem_seg": 0.3061374528333545, "lr": 0.02, "mask_rcnn/accuracy": 0.8962786646916832, "mask_rcnn/false_negative": 0.0869546967394175, "mask_rcnn/false_positive": 0.13074985973491116, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5713715685051284, "total_loss": 1.1694050825608429} {"data_time": 0.011700495997502003, "eta_seconds": 37927.68718984499, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.3575467059980334, "fast_rcnn/fg_cls_accuracy": 0.6319444444444444, "iteration": 202879, "loss_box_reg": 0.23903732607141137, "loss_cls": 0.22745090979151428, "loss_mask": 0.25350816594436765, "loss_rpn_cls": 0.04348661498806905, "loss_rpn_loc": 0.07116785296238959, "loss_sem_seg": 0.3149323957040906, "lr": 0.02, "mask_rcnn/accuracy": 0.8806661901892239, "mask_rcnn/false_negative": 0.10466064252960511, "mask_rcnn/false_positive": 0.13401283056273722, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.5840427014991292, "total_loss": 1.186270441277884} {"data_time": 0.012650163494981825, "eta_seconds": 37911.20798633741, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.29464285714285715, "fast_rcnn/fg_cls_accuracy": 0.6558441558441559, "iteration": 202899, "loss_box_reg": 0.2251031408086419, "loss_cls": 0.21199585893191397, "loss_mask": 0.24707849975675344, "loss_rpn_cls": 0.03741716850709054, "loss_rpn_loc": 0.0670011562469881, "loss_sem_seg": 0.3346556033939123, "lr": 0.02, "mask_rcnn/accuracy": 0.8799430016367449, "mask_rcnn/false_negative": 0.08850407942969671, "mask_rcnn/false_positive": 0.1545098848728862, "roi_head/num_bg_samples": 462.5, "roi_head/num_fg_samples": 49.5, "rpn/num_neg_anchors": 238.25, "rpn/num_pos_anchors": 17.75, "time": 0.5565356195002096, "total_loss": 1.1438019869092386} {"data_time": 0.01322936499491334, "eta_seconds": 37877.89282791146, "fast_rcnn/cls_accuracy": 0.9130859375, "fast_rcnn/false_negative": 0.32396377102574403, "fast_rcnn/fg_cls_accuracy": 0.5806964844843825, "iteration": 202919, "loss_box_reg": 0.23278857837431133, "loss_cls": 0.22138078371062875, "loss_mask": 0.2625856092199683, "loss_rpn_cls": 0.04531560285249725, "loss_rpn_loc": 0.08443257742328569, "loss_sem_seg": 0.3191815719474107, "lr": 0.02, "mask_rcnn/accuracy": 0.881488913625266, "mask_rcnn/false_negative": 0.09098389750333893, "mask_rcnn/false_positive": 0.14294510628207444, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.5522378280002158, "total_loss": 1.1547863800951745} {"data_time": 0.01227403299708385, "eta_seconds": 37871.60538201415, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.36298211031353445, "fast_rcnn/fg_cls_accuracy": 0.5912150853572358, "iteration": 202939, "loss_box_reg": 0.22123228735290468, "loss_cls": 0.18746704934164882, "loss_mask": 0.23700815625488758, "loss_rpn_cls": 0.041659184855234344, "loss_rpn_loc": 0.0773822336923331, "loss_sem_seg": 0.3023444004356861, "lr": 0.02, "mask_rcnn/accuracy": 0.8897009048003847, "mask_rcnn/false_negative": 0.10461720592230597, "mask_rcnn/false_positive": 0.11520774082986947, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5680556959996466, "total_loss": 1.092174449848244} {"data_time": 0.012505974496889394, "eta_seconds": 37843.570570538875, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.349647113270855, "fast_rcnn/fg_cls_accuracy": 0.62305900621118, "iteration": 202959, "loss_box_reg": 0.21056465385481715, "loss_cls": 0.213492582552135, "loss_mask": 0.23910917807370424, "loss_rpn_cls": 0.03946581922355108, "loss_rpn_loc": 0.07299726916244254, "loss_sem_seg": 0.3366177869029343, "lr": 0.02, "mask_rcnn/accuracy": 0.89486331658581, "mask_rcnn/false_negative": 0.09623244023352084, "mask_rcnn/false_positive": 0.11928471883315911, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.5617244019958889, "total_loss": 1.1500615091063082} {"data_time": 0.012097193997760769, "eta_seconds": 37829.87383171058, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.2556447458791209, "fast_rcnn/fg_cls_accuracy": 0.7385211074561404, "iteration": 202979, "loss_box_reg": 0.2366135916672647, "loss_cls": 0.20913910155650228, "loss_mask": 0.23973253462463617, "loss_rpn_cls": 0.04107180569553748, "loss_rpn_loc": 0.07248372280446347, "loss_sem_seg": 0.3511658748611808, "lr": 0.02, "mask_rcnn/accuracy": 0.9025434719847909, "mask_rcnn/false_negative": 0.08966786315022857, "mask_rcnn/false_positive": 0.0957883793668825, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5648418879936798, "total_loss": 1.1534175713313743} {"data_time": 0.012282935000257567, "eta_seconds": 37837.72136115373, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.312570995834911, "fast_rcnn/fg_cls_accuracy": 0.5821629714122764, "iteration": 202999, "loss_box_reg": 0.2179041365161538, "loss_cls": 0.20487555721774697, "loss_mask": 0.24600700195878744, "loss_rpn_cls": 0.046910755219869316, "loss_rpn_loc": 0.07142137741902843, "loss_sem_seg": 0.29176611034199595, "lr": 0.02, "mask_rcnn/accuracy": 0.8948795459153854, "mask_rcnn/false_negative": 0.09545867872105951, "mask_rcnn/false_positive": 0.11848152121932136, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 235.25, "rpn/num_pos_anchors": 20.75, "time": 0.5729525910064694, "total_loss": 1.114538811161765} {"data_time": 0.01281580900104018, "eta_seconds": 37814.1886222555, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.307887323943662, "fast_rcnn/fg_cls_accuracy": 0.6532603059372569, "iteration": 203019, "loss_box_reg": 0.24714129674248397, "loss_cls": 0.2277029633987695, "loss_mask": 0.267027385532856, "loss_rpn_cls": 0.0501279847449041, "loss_rpn_loc": 0.07026766386115924, "loss_sem_seg": 0.3422261509113014, "lr": 0.02, "mask_rcnn/accuracy": 0.8666495730777293, "mask_rcnn/false_negative": 0.10244422558300037, "mask_rcnn/false_positive": 0.15025906704661474, "roi_head/num_bg_samples": 463.5, "roi_head/num_fg_samples": 48.5, "rpn/num_neg_anchors": 238.25, "rpn/num_pos_anchors": 17.75, "time": 0.5601180879966705, "total_loss": 1.1877405916457064} {"data_time": 0.011883418992510997, "eta_seconds": 37787.01097145326, "fast_rcnn/cls_accuracy": 0.896484375, "fast_rcnn/false_negative": 0.4238171155269601, "fast_rcnn/fg_cls_accuracy": 0.5581018465682135, "iteration": 203039, "loss_box_reg": 0.23629649681970477, "loss_cls": 0.2134892517933622, "loss_mask": 0.2581895710900426, "loss_rpn_cls": 0.05340293573681265, "loss_rpn_loc": 0.08221102959942073, "loss_sem_seg": 0.28022392746061087, "lr": 0.02, "mask_rcnn/accuracy": 0.8774879638839537, "mask_rcnn/false_negative": 0.11095408134056822, "mask_rcnn/false_positive": 0.12832882257018702, "roi_head/num_bg_samples": 427.25, "roi_head/num_fg_samples": 84.75, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.5619930929969996, "total_loss": 1.147196636244189} {"data_time": 0.012875374501163606, "eta_seconds": 37768.96619963639, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.29701081195675216, "fast_rcnn/fg_cls_accuracy": 0.600145137880987, "iteration": 203059, "loss_box_reg": 0.23359056096524, "loss_cls": 0.20531751587986946, "loss_mask": 0.25885836500674486, "loss_rpn_cls": 0.04122507569263689, "loss_rpn_loc": 0.08722851582570001, "loss_sem_seg": 0.3131663822568953, "lr": 0.02, "mask_rcnn/accuracy": 0.889806894588071, "mask_rcnn/false_negative": 0.12035949063512301, "mask_rcnn/false_positive": 0.11679287152233614, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5635856855005841, "total_loss": 1.1028701961040497} {"data_time": 0.01257466799870599, "eta_seconds": 37764.43842267325, "fast_rcnn/cls_accuracy": 0.9052734375, "fast_rcnn/false_negative": 0.3784219001610306, "fast_rcnn/fg_cls_accuracy": 0.5827616290597613, "iteration": 203079, "loss_box_reg": 0.2316586971282959, "loss_cls": 0.20403585163876414, "loss_mask": 0.25482705887407064, "loss_rpn_cls": 0.04493264076882042, "loss_rpn_loc": 0.08805619180202484, "loss_sem_seg": 0.3339312085881829, "lr": 0.02, "mask_rcnn/accuracy": 0.8845963194276012, "mask_rcnn/false_negative": 0.09192935017392775, "mask_rcnn/false_positive": 0.13249764456293908, "roi_head/num_bg_samples": 432.5, "roi_head/num_fg_samples": 79.5, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5636413159954827, "total_loss": 1.1557007914816495} {"data_time": 0.011808781993750017, "eta_seconds": 37746.39768933649, "fast_rcnn/cls_accuracy": 0.96435546875, "fast_rcnn/false_negative": 0.29868578255675027, "fast_rcnn/fg_cls_accuracy": 0.679549114331723, "iteration": 203099, "loss_box_reg": 0.2030370852444321, "loss_cls": 0.19773521064780653, "loss_mask": 0.24391513410955667, "loss_rpn_cls": 0.040494321336154826, "loss_rpn_loc": 0.06363366660661995, "loss_sem_seg": 0.2954060477204621, "lr": 0.02, "mask_rcnn/accuracy": 0.909692634550072, "mask_rcnn/false_negative": 0.07261845710596368, "mask_rcnn/false_positive": 0.09516557488352968, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5635317135020159, "total_loss": 1.051291687763296} {"data_time": 0.012532048494904302, "eta_seconds": 37718.86265567461, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3375635876840696, "fast_rcnn/fg_cls_accuracy": 0.6150931852409638, "iteration": 203119, "loss_box_reg": 0.23117344873026013, "loss_cls": 0.21815949864685535, "loss_mask": 0.2486931374296546, "loss_rpn_cls": 0.04329511587275192, "loss_rpn_loc": 0.07821836663060822, "loss_sem_seg": 0.3151668068021536, "lr": 0.02, "mask_rcnn/accuracy": 0.8936713946747084, "mask_rcnn/false_negative": 0.10089460538574527, "mask_rcnn/false_positive": 0.12455629165984672, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.5591665495012421, "total_loss": 1.148567880562041} {"data_time": 0.012694861499767285, "eta_seconds": 37715.55382627903, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.326171875, "fast_rcnn/fg_cls_accuracy": 0.654296875, "iteration": 203139, "loss_box_reg": 0.22913082921877503, "loss_cls": 0.2135728565044701, "loss_mask": 0.2509794672951102, "loss_rpn_cls": 0.04164396887063049, "loss_rpn_loc": 0.09450063394615427, "loss_sem_seg": 0.32071618363261223, "lr": 0.02, "mask_rcnn/accuracy": 0.9029154801997554, "mask_rcnn/false_negative": 0.08668012995923344, "mask_rcnn/false_positive": 0.11559426773584827, "roi_head/num_bg_samples": 430.75, "roi_head/num_fg_samples": 81.25, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.5609645720032859, "total_loss": 1.1542995859344956} {"data_time": 0.012660805499763228, "eta_seconds": 37698.30859289212, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3707536557930259, "fast_rcnn/fg_cls_accuracy": 0.6182131645309042, "iteration": 203159, "loss_box_reg": 0.21741895657032728, "loss_cls": 0.20145130576565862, "loss_mask": 0.2570960773155093, "loss_rpn_cls": 0.03855892858700827, "loss_rpn_loc": 0.08034549592412077, "loss_sem_seg": 0.339279230684042, "lr": 0.02, "mask_rcnn/accuracy": 0.8991880611820964, "mask_rcnn/false_negative": 0.08644316115784306, "mask_rcnn/false_positive": 0.11378054906336772, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5711385780014098, "total_loss": 1.1533042462251615} {"data_time": 0.012280419505259488, "eta_seconds": 37692.99026675926, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.3451300665456745, "fast_rcnn/fg_cls_accuracy": 0.6129890325748895, "iteration": 203179, "loss_box_reg": 0.21456747967749834, "loss_cls": 0.19726553605869412, "loss_mask": 0.24812229815870523, "loss_rpn_cls": 0.03380213260243181, "loss_rpn_loc": 0.06336411199299619, "loss_sem_seg": 0.30116134602576494, "lr": 0.02, "mask_rcnn/accuracy": 0.8861406894549241, "mask_rcnn/false_negative": 0.10807512619929366, "mask_rcnn/false_positive": 0.12708487952775793, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5654849575003027, "total_loss": 1.0873081174504478} {"data_time": 0.013233853496785741, "eta_seconds": 37689.976413586744, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.41566519423151876, "fast_rcnn/fg_cls_accuracy": 0.5524777791306466, "iteration": 203199, "loss_box_reg": 0.2374387695454061, "loss_cls": 0.1996190627105534, "loss_mask": 0.25392150320112705, "loss_rpn_cls": 0.03978085744893178, "loss_rpn_loc": 0.06388293683994561, "loss_sem_seg": 0.29967895429581404, "lr": 0.02, "mask_rcnn/accuracy": 0.8841767520961874, "mask_rcnn/false_negative": 0.0879454191215131, "mask_rcnn/false_positive": 0.15225917699518238, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.5686505179983214, "total_loss": 1.0892614857875742} {"data_time": 0.012503165002271999, "eta_seconds": 37664.46860672235, "fast_rcnn/cls_accuracy": 0.96044921875, "fast_rcnn/false_negative": 0.318414481897628, "fast_rcnn/fg_cls_accuracy": 0.6649188514357054, "iteration": 203219, "loss_box_reg": 0.20594704011455178, "loss_cls": 0.1878551107365638, "loss_mask": 0.2343425415456295, "loss_rpn_cls": 0.035465897104586475, "loss_rpn_loc": 0.06346407046657987, "loss_sem_seg": 0.3243813877925277, "lr": 0.02, "mask_rcnn/accuracy": 0.9127045850052495, "mask_rcnn/false_negative": 0.08422436929821586, "mask_rcnn/false_positive": 0.09595954488374131, "roi_head/num_bg_samples": 458.75, "roi_head/num_fg_samples": 53.25, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5546068389958236, "total_loss": 1.0324029442417668} {"data_time": 0.014274113993451465, "eta_seconds": 37647.201819703056, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.34912916348843126, "fast_rcnn/fg_cls_accuracy": 0.6031759510869565, "iteration": 203239, "loss_box_reg": 0.22445045271888375, "loss_cls": 0.19286745018325746, "loss_mask": 0.2562773898243904, "loss_rpn_cls": 0.04134294335381128, "loss_rpn_loc": 0.07757913152454421, "loss_sem_seg": 0.3332650391384959, "lr": 0.02, "mask_rcnn/accuracy": 0.8763119279074854, "mask_rcnn/false_negative": 0.09611873755699205, "mask_rcnn/false_positive": 0.12104898163636997, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5521180939977057, "total_loss": 1.1611495676188497} {"data_time": 0.011548082999070175, "eta_seconds": 37656.1236481369, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.34087558962264153, "fast_rcnn/fg_cls_accuracy": 0.6281081081081081, "iteration": 203259, "loss_box_reg": 0.22274186881259084, "loss_cls": 0.20096357457805425, "loss_mask": 0.2526753032580018, "loss_rpn_cls": 0.040306008071638644, "loss_rpn_loc": 0.07471216906560585, "loss_sem_seg": 0.29889328964054585, "lr": 0.02, "mask_rcnn/accuracy": 0.8962307586662148, "mask_rcnn/false_negative": 0.08718762545939676, "mask_rcnn/false_positive": 0.11596939872204115, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5722313134974684, "total_loss": 1.1675509818305727} {"data_time": 0.0121523334964877, "eta_seconds": 37667.405369664666, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.28220611916264093, "fast_rcnn/fg_cls_accuracy": 0.7080610021786493, "iteration": 203279, "loss_box_reg": 0.23262260854244232, "loss_cls": 0.21970505500212312, "loss_mask": 0.25770521722733974, "loss_rpn_cls": 0.04157712490996346, "loss_rpn_loc": 0.07690500444732606, "loss_sem_seg": 0.2782179550267756, "lr": 0.02, "mask_rcnn/accuracy": 0.901951530612245, "mask_rcnn/false_negative": 0.0828281483347227, "mask_rcnn/false_positive": 0.1184552206086045, "roi_head/num_bg_samples": 457.5, "roi_head/num_fg_samples": 54.5, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5703641064901603, "total_loss": 1.1387732634611893} {"data_time": 0.012779092998243868, "eta_seconds": 37691.8991365498, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.29825834542815677, "fast_rcnn/fg_cls_accuracy": 0.6720355882804111, "iteration": 203299, "loss_box_reg": 0.22848232556134462, "loss_cls": 0.21706682397052646, "loss_mask": 0.254486370831728, "loss_rpn_cls": 0.04617000397411175, "loss_rpn_loc": 0.08519610262010247, "loss_sem_seg": 0.33533615712076426, "lr": 0.02, "mask_rcnn/accuracy": 0.9037912638923165, "mask_rcnn/false_negative": 0.09322798705800786, "mask_rcnn/false_positive": 0.09592926971801635, "roi_head/num_bg_samples": 455.5, "roi_head/num_fg_samples": 56.5, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5642971409979509, "total_loss": 1.1902648328359646} {"data_time": 0.01226278449757956, "eta_seconds": 37699.508818322895, "fast_rcnn/cls_accuracy": 0.9140625, "fast_rcnn/false_negative": 0.32273199317558043, "fast_rcnn/fg_cls_accuracy": 0.6224510195921631, "iteration": 203319, "loss_box_reg": 0.2345371211413294, "loss_cls": 0.21522637456655502, "loss_mask": 0.24506601272150874, "loss_rpn_cls": 0.04355050373123959, "loss_rpn_loc": 0.07615757730673067, "loss_sem_seg": 0.3515751773957163, "lr": 0.02, "mask_rcnn/accuracy": 0.8917399631846609, "mask_rcnn/false_negative": 0.09425920082004172, "mask_rcnn/false_positive": 0.12867493851185585, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.565103110500786, "total_loss": 1.1766865368408617} {"data_time": 0.01156629449542379, "eta_seconds": 37688.20139677303, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.371785996835443, "fast_rcnn/fg_cls_accuracy": 0.6149000563063063, "iteration": 203339, "loss_box_reg": 0.23335688188672066, "loss_cls": 0.21130345831625164, "loss_mask": 0.24324101023375988, "loss_rpn_cls": 0.04289716837229207, "loss_rpn_loc": 0.06978571589570493, "loss_sem_seg": 0.33464801125228405, "lr": 0.02, "mask_rcnn/accuracy": 0.8873504631513165, "mask_rcnn/false_negative": 0.08882798886524529, "mask_rcnn/false_positive": 0.12529870002511062, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.5682969659974333, "total_loss": 1.1224392488365993} {"data_time": 0.012689571507507935, "eta_seconds": 37639.982959263834, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.41122115580967944, "fast_rcnn/fg_cls_accuracy": 0.5538066789215687, "iteration": 203359, "loss_box_reg": 0.22629892453551292, "loss_cls": 0.22283271374180913, "loss_mask": 0.2559069823473692, "loss_rpn_cls": 0.03776022501551779, "loss_rpn_loc": 0.07195305833010934, "loss_sem_seg": 0.27164574433118105, "lr": 0.02, "mask_rcnn/accuracy": 0.8855660004495021, "mask_rcnn/false_negative": 0.11126991995814936, "mask_rcnn/false_positive": 0.12423289488757691, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5567996730023879, "total_loss": 1.1490755674312823} {"data_time": 0.012477255004341714, "eta_seconds": 37623.83777217229, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.3149484536082474, "fast_rcnn/fg_cls_accuracy": 0.626897646700596, "iteration": 203379, "loss_box_reg": 0.22175746015273035, "loss_cls": 0.21263714507222176, "loss_mask": 0.2480172272771597, "loss_rpn_cls": 0.03909548054798506, "loss_rpn_loc": 0.06155371823115274, "loss_sem_seg": 0.3355087732197717, "lr": 0.02, "mask_rcnn/accuracy": 0.9010118732969599, "mask_rcnn/false_negative": 0.10085473224285818, "mask_rcnn/false_positive": 0.1046096079416472, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5601593560058973, "total_loss": 1.1425856473651947} {"data_time": 0.013022237508266699, "eta_seconds": 37612.542883842136, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3148994347794172, "fast_rcnn/fg_cls_accuracy": 0.6323032351521004, "iteration": 203399, "loss_box_reg": 0.21450162352994084, "loss_cls": 0.18883040454238653, "loss_mask": 0.2534905797801912, "loss_rpn_cls": 0.04168893880341784, "loss_rpn_loc": 0.06632562875165604, "loss_sem_seg": 0.3102502312976867, "lr": 0.02, "mask_rcnn/accuracy": 0.8986249531929602, "mask_rcnn/false_negative": 0.09479306588360323, "mask_rcnn/false_positive": 0.09808331699376376, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5623110275046201, "total_loss": 1.0927037387300516} {"data_time": 0.013095672497001942, "eta_seconds": 37601.24799551198, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.3538363754107404, "fast_rcnn/fg_cls_accuracy": 0.5844525671540293, "iteration": 203419, "loss_box_reg": 0.21695914794690907, "loss_cls": 0.19862536806613207, "loss_mask": 0.24015742260962725, "loss_rpn_cls": 0.040389442816376686, "loss_rpn_loc": 0.08467116684187204, "loss_sem_seg": 0.3319605910219252, "lr": 0.02, "mask_rcnn/accuracy": 0.8927383926303183, "mask_rcnn/false_negative": 0.07562683286790914, "mask_rcnn/false_positive": 0.1411197264186862, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.5685448079966591, "total_loss": 1.1553635337622836} {"data_time": 0.01204579549812479, "eta_seconds": 37614.78392040637, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.3669001077420348, "fast_rcnn/fg_cls_accuracy": 0.5929570652578318, "iteration": 203439, "loss_box_reg": 0.22124441945925355, "loss_cls": 0.19954068819060922, "loss_mask": 0.26959133706986904, "loss_rpn_cls": 0.035233459901064634, "loss_rpn_loc": 0.06482429982861504, "loss_sem_seg": 0.3171989032998681, "lr": 0.02, "mask_rcnn/accuracy": 0.8874208192443356, "mask_rcnn/false_negative": 0.10152306823763396, "mask_rcnn/false_positive": 0.1260302601316622, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.5602915230047074, "total_loss": 1.2117134862346575} {"data_time": 0.011609609995502979, "eta_seconds": 37613.5687211711, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.25439719338169064, "fast_rcnn/fg_cls_accuracy": 0.7456028066183094, "iteration": 203459, "loss_box_reg": 0.21439358685165644, "loss_cls": 0.21619176724925637, "loss_mask": 0.2450133445672691, "loss_rpn_cls": 0.03433866284467513, "loss_rpn_loc": 0.06762041363981552, "loss_sem_seg": 0.3452786911511794, "lr": 0.02, "mask_rcnn/accuracy": 0.8940042951918097, "mask_rcnn/false_negative": 0.07325014222724516, "mask_rcnn/false_positive": 0.1109132367717442, "roi_head/num_bg_samples": 464.75, "roi_head/num_fg_samples": 47.25, "rpn/num_neg_anchors": 234.5, "rpn/num_pos_anchors": 21.5, "time": 0.5689512765020481, "total_loss": 1.131859209825052} {"data_time": 0.013310817004821729, "eta_seconds": 37620.81744358685, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.3639846743295019, "fast_rcnn/fg_cls_accuracy": 0.5912698412698413, "iteration": 203479, "loss_box_reg": 0.22423321940004826, "loss_cls": 0.20443927822634578, "loss_mask": 0.24738577660173178, "loss_rpn_cls": 0.04520357568981126, "loss_rpn_loc": 0.06880298146279529, "loss_sem_seg": 0.29926224588416517, "lr": 0.02, "mask_rcnn/accuracy": 0.8800221936731423, "mask_rcnn/false_negative": 0.10662321296909577, "mask_rcnn/false_positive": 0.11149017047229062, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5708557729958557, "total_loss": 1.08534902241081} {"data_time": 0.01222259399946779, "eta_seconds": 37636.87879472828, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.2951770451770452, "fast_rcnn/fg_cls_accuracy": 0.679043179043179, "iteration": 203499, "loss_box_reg": 0.22259496385231614, "loss_cls": 0.19397680601105094, "loss_mask": 0.24180744122713804, "loss_rpn_cls": 0.04011514992453158, "loss_rpn_loc": 0.07260213521658443, "loss_sem_seg": 0.32430393621325493, "lr": 0.02, "mask_rcnn/accuracy": 0.8859548283599155, "mask_rcnn/false_negative": 0.08874083998287924, "mask_rcnn/false_positive": 0.13360191117351589, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.5694664885013481, "total_loss": 1.047794718600926} {"data_time": 0.012979351995454635, "eta_seconds": 37637.39385227995, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.3098216065377716, "fast_rcnn/fg_cls_accuracy": 0.6769267822736031, "iteration": 203519, "loss_box_reg": 0.2402795017696917, "loss_cls": 0.22804406681098044, "loss_mask": 0.2524007288739085, "loss_rpn_cls": 0.04439420398557559, "loss_rpn_loc": 0.07631776586640626, "loss_sem_seg": 0.33617755863815546, "lr": 0.02, "mask_rcnn/accuracy": 0.8999092110350884, "mask_rcnn/false_negative": 0.08312662300389348, "mask_rcnn/false_positive": 0.11091835675258946, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5645552739952109, "total_loss": 1.1884239411447197} {"data_time": 0.012368060502922162, "eta_seconds": 37642.28047260448, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.38473671911512697, "fast_rcnn/fg_cls_accuracy": 0.5797837483617301, "iteration": 203539, "loss_box_reg": 0.24318717885762453, "loss_cls": 0.21735722525045276, "loss_mask": 0.2521416125819087, "loss_rpn_cls": 0.04307533655082807, "loss_rpn_loc": 0.07989834499312565, "loss_sem_seg": 0.31549986405298114, "lr": 0.02, "mask_rcnn/accuracy": 0.8982898439085465, "mask_rcnn/false_negative": 0.07484655669612861, "mask_rcnn/false_positive": 0.12536674154005245, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5800104915033444, "total_loss": 1.160930743557401} {"data_time": 0.011497243998746853, "eta_seconds": 37630.95284272452, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.33567811934900543, "fast_rcnn/fg_cls_accuracy": 0.6387601078167116, "iteration": 203559, "loss_box_reg": 0.2082681937608868, "loss_cls": 0.20427292655222118, "loss_mask": 0.2452810388058424, "loss_rpn_cls": 0.04366586296237074, "loss_rpn_loc": 0.06513893650844693, "loss_sem_seg": 0.3056466467678547, "lr": 0.02, "mask_rcnn/accuracy": 0.8905043700339121, "mask_rcnn/false_negative": 0.09928310994755266, "mask_rcnn/false_positive": 0.12642888925826856, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5606432619970292, "total_loss": 1.100926901184721} {"data_time": 0.012544078497739974, "eta_seconds": 37619.625212844556, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.29878322557471265, "fast_rcnn/fg_cls_accuracy": 0.6669540229885058, "iteration": 203579, "loss_box_reg": 0.23654770804569125, "loss_cls": 0.2071443209424615, "loss_mask": 0.25455813109874725, "loss_rpn_cls": 0.038446406862931326, "loss_rpn_loc": 0.06559469489729963, "loss_sem_seg": 0.31885817227885127, "lr": 0.02, "mask_rcnn/accuracy": 0.9018963862913796, "mask_rcnn/false_negative": 0.09725177765155459, "mask_rcnn/false_positive": 0.10933119817711573, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5536714139961987, "total_loss": 1.1343329504015855} {"data_time": 0.01160916050139349, "eta_seconds": 37607.18510072001, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.39682876546204215, "fast_rcnn/fg_cls_accuracy": 0.5744418979713097, "iteration": 203599, "loss_box_reg": 0.2531069340184331, "loss_cls": 0.21837889356538653, "loss_mask": 0.2540631624870002, "loss_rpn_cls": 0.03888857120182365, "loss_rpn_loc": 0.08387104157009162, "loss_sem_seg": 0.2744432804174721, "lr": 0.02, "mask_rcnn/accuracy": 0.8780433279869324, "mask_rcnn/false_negative": 0.09544681336474209, "mask_rcnn/false_positive": 0.14511832881513392, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.560678158493829, "total_loss": 1.1175981652922928} {"data_time": 0.012307260993111413, "eta_seconds": 37594.26738348607, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.3189987163029525, "fast_rcnn/fg_cls_accuracy": 0.6504988913525499, "iteration": 203619, "loss_box_reg": 0.23158122412860394, "loss_cls": 0.20889739179983735, "loss_mask": 0.24502458050847054, "loss_rpn_cls": 0.04109987868287135, "loss_rpn_loc": 0.06731573000433855, "loss_sem_seg": 0.3009399794973433, "lr": 0.02, "mask_rcnn/accuracy": 0.8987233491568798, "mask_rcnn/false_negative": 0.09639976895535887, "mask_rcnn/false_positive": 0.11362572709509601, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.5660599994953373, "total_loss": 1.0965009458741406} {"data_time": 0.011907050000445452, "eta_seconds": 37582.94056786609, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.31193181818181814, "fast_rcnn/fg_cls_accuracy": 0.6745610728134425, "iteration": 203639, "loss_box_reg": 0.22321032406762242, "loss_cls": 0.20457024674396962, "loss_mask": 0.25328981690108776, "loss_rpn_cls": 0.039069784368621185, "loss_rpn_loc": 0.08061775690293871, "loss_sem_seg": 0.29881441919133067, "lr": 0.02, "mask_rcnn/accuracy": 0.8958116382413945, "mask_rcnn/false_negative": 0.08494833631578091, "mask_rcnn/false_positive": 0.14044039639624434, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.5725215620041126, "total_loss": 1.1075871882785577} {"data_time": 0.01221817349869525, "eta_seconds": 37538.39366300205, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.325813137755102, "fast_rcnn/fg_cls_accuracy": 0.6444032158317873, "iteration": 203659, "loss_box_reg": 0.23719446081668139, "loss_cls": 0.20935619994997978, "loss_mask": 0.24702288676053286, "loss_rpn_cls": 0.04267021082341671, "loss_rpn_loc": 0.07943620264995843, "loss_sem_seg": 0.2713585798628628, "lr": 0.02, "mask_rcnn/accuracy": 0.8946258548282086, "mask_rcnn/false_negative": 0.08875392660836029, "mask_rcnn/false_positive": 0.11910712207076639, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.5650190334999934, "total_loss": 1.1233432064182125} {"data_time": 0.012838684997404926, "eta_seconds": 37546.84164701831, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.31009615384615385, "fast_rcnn/fg_cls_accuracy": 0.6535314384151594, "iteration": 203679, "loss_box_reg": 0.195813596714288, "loss_cls": 0.17980707832612097, "loss_mask": 0.2434188798069954, "loss_rpn_cls": 0.044567493721842766, "loss_rpn_loc": 0.075337299858802, "loss_sem_seg": 0.31766002159565687, "lr": 0.02, "mask_rcnn/accuracy": 0.9086595542633267, "mask_rcnn/false_negative": 0.07280037232696186, "mask_rcnn/false_positive": 0.1215318036485877, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5663217655019253, "total_loss": 1.1073576856579166} {"data_time": 0.013118267488607671, "eta_seconds": 37505.858802650466, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.33751147842056933, "fast_rcnn/fg_cls_accuracy": 0.6403508771929824, "iteration": 203699, "loss_box_reg": 0.2139505078084767, "loss_cls": 0.19870517076924443, "loss_mask": 0.25234176963567734, "loss_rpn_cls": 0.04196552818757482, "loss_rpn_loc": 0.0659159918432124, "loss_sem_seg": 0.33618466230109334, "lr": 0.02, "mask_rcnn/accuracy": 0.8875616661915342, "mask_rcnn/false_negative": 0.10756410259127384, "mask_rcnn/false_positive": 0.11708958513829629, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.5512473690032493, "total_loss": 1.1055389245739207} {"data_time": 0.011442570001236163, "eta_seconds": 37512.367684597004, "fast_rcnn/cls_accuracy": 0.91357421875, "fast_rcnn/false_negative": 0.3626796512997722, "fast_rcnn/fg_cls_accuracy": 0.6340372355838887, "iteration": 203719, "loss_box_reg": 0.2314601675607264, "loss_cls": 0.21630842820741236, "loss_mask": 0.24709651991724968, "loss_rpn_cls": 0.042933639080729336, "loss_rpn_loc": 0.073556067654863, "loss_sem_seg": 0.3208788111805916, "lr": 0.02, "mask_rcnn/accuracy": 0.8889086884753902, "mask_rcnn/false_negative": 0.10332040230680689, "mask_rcnn/false_positive": 0.14052314074952293, "roi_head/num_bg_samples": 430.5, "roi_head/num_fg_samples": 81.5, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.569637614506064, "total_loss": 1.1441703993477859} {"data_time": 0.012763867496687453, "eta_seconds": 37501.04849276689, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.32986262802776567, "fast_rcnn/fg_cls_accuracy": 0.6051445023902651, "iteration": 203739, "loss_box_reg": 0.24535673996433616, "loss_cls": 0.20791634893976152, "loss_mask": 0.2546384925954044, "loss_rpn_cls": 0.04038909962400794, "loss_rpn_loc": 0.07850422081537545, "loss_sem_seg": 0.31675185868516564, "lr": 0.02, "mask_rcnn/accuracy": 0.8918350138081814, "mask_rcnn/false_negative": 0.10764781977887292, "mask_rcnn/false_positive": 0.12588362277797815, "roi_head/num_bg_samples": 424.5, "roi_head/num_fg_samples": 87.5, "rpn/num_neg_anchors": 208.25, "rpn/num_pos_anchors": 47.75, "time": 0.5666201829953934, "total_loss": 1.1491219674644526} {"data_time": 0.012754859002598096, "eta_seconds": 37469.033061518145, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.34422336854171787, "fast_rcnn/fg_cls_accuracy": 0.6232880123512128, "iteration": 203759, "loss_box_reg": 0.23370040953159332, "loss_cls": 0.22837959846947342, "loss_mask": 0.25785118667408824, "loss_rpn_cls": 0.04339651807094924, "loss_rpn_loc": 0.07798509421991184, "loss_sem_seg": 0.3383389338850975, "lr": 0.02, "mask_rcnn/accuracy": 0.8904075968187827, "mask_rcnn/false_negative": 0.09066270773321086, "mask_rcnn/false_positive": 0.1380510016193635, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5728194054972846, "total_loss": 1.1597887628304306} {"data_time": 0.012751571492117364, "eta_seconds": 37470.492858981, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.35252344180915607, "fast_rcnn/fg_cls_accuracy": 0.6035080698946245, "iteration": 203779, "loss_box_reg": 0.21484575234353542, "loss_cls": 0.21149000292643905, "loss_mask": 0.23970595747232437, "loss_rpn_cls": 0.041896145965438336, "loss_rpn_loc": 0.079466940369457, "loss_sem_seg": 0.3252837788313627, "lr": 0.02, "mask_rcnn/accuracy": 0.8880186747436766, "mask_rcnn/false_negative": 0.08967833229910373, "mask_rcnn/false_positive": 0.12534500945238441, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5735605570007465, "total_loss": 1.1318073876391281} {"data_time": 0.013222428999142721, "eta_seconds": 37471.94351642666, "fast_rcnn/cls_accuracy": 0.91357421875, "fast_rcnn/false_negative": 0.34509433962264147, "fast_rcnn/fg_cls_accuracy": 0.6158347606231139, "iteration": 203799, "loss_box_reg": 0.24357430636882782, "loss_cls": 0.21554177021607757, "loss_mask": 0.24620934342965484, "loss_rpn_cls": 0.043662633281201124, "loss_rpn_loc": 0.08376782177947462, "loss_sem_seg": 0.31452308129519224, "lr": 0.02, "mask_rcnn/accuracy": 0.9029081153990335, "mask_rcnn/false_negative": 0.09322662849252761, "mask_rcnn/false_positive": 0.10360538754581422, "roi_head/num_bg_samples": 429.75, "roi_head/num_fg_samples": 82.25, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.568659613491036, "total_loss": 1.1616200224962085} {"data_time": 0.012439384001481812, "eta_seconds": 37441.886488144, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.2690972222222222, "fast_rcnn/fg_cls_accuracy": 0.6724941724941724, "iteration": 203819, "loss_box_reg": 0.23354799207299948, "loss_cls": 0.20856867311522365, "loss_mask": 0.24963563587516546, "loss_rpn_cls": 0.04233750735875219, "loss_rpn_loc": 0.07581705239135772, "loss_sem_seg": 0.31308126356452703, "lr": 0.02, "mask_rcnn/accuracy": 0.9096177944862156, "mask_rcnn/false_negative": 0.08350334951292376, "mask_rcnn/false_positive": 0.09404309815942337, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5577967815042939, "total_loss": 1.1203928196337074} {"data_time": 0.011475690502265934, "eta_seconds": 37430.57149245396, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.31619541576041493, "fast_rcnn/fg_cls_accuracy": 0.6510362284448663, "iteration": 203839, "loss_box_reg": 0.23242854559794068, "loss_cls": 0.19301691884174943, "loss_mask": 0.24202202865853906, "loss_rpn_cls": 0.0419276503380388, "loss_rpn_loc": 0.08144511154387146, "loss_sem_seg": 0.29881804808974266, "lr": 0.02, "mask_rcnn/accuracy": 0.8986522155927709, "mask_rcnn/false_negative": 0.07592786591249628, "mask_rcnn/false_positive": 0.12273709154918666, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.5701133929978823, "total_loss": 1.1373883190390188} {"data_time": 0.012521133001428097, "eta_seconds": 37410.70694561819, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.34178433889602056, "fast_rcnn/fg_cls_accuracy": 0.6088282270945259, "iteration": 203859, "loss_box_reg": 0.2368525379570201, "loss_cls": 0.21489210426807404, "loss_mask": 0.25206777499988675, "loss_rpn_cls": 0.04063768402556889, "loss_rpn_loc": 0.0765925747982692, "loss_sem_seg": 0.2986625647172332, "lr": 0.02, "mask_rcnn/accuracy": 0.8942063711310867, "mask_rcnn/false_negative": 0.09841451539822879, "mask_rcnn/false_positive": 0.10964311850821182, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5743277909932658, "total_loss": 1.1007324375968892} {"data_time": 0.01231099950382486, "eta_seconds": 37399.39453517819, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.27308238636363635, "fast_rcnn/fg_cls_accuracy": 0.7047814477848101, "iteration": 203879, "loss_box_reg": 0.23372618621215224, "loss_cls": 0.21392609039321542, "loss_mask": 0.2545868279412389, "loss_rpn_cls": 0.03307107149157673, "loss_rpn_loc": 0.06256222111551324, "loss_sem_seg": 0.3512876257300377, "lr": 0.02, "mask_rcnn/accuracy": 0.8812344831905976, "mask_rcnn/false_negative": 0.09249731338636716, "mask_rcnn/false_positive": 0.1245277608267794, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5733193620035308, "total_loss": 1.1308100281421503} {"data_time": 0.012377790997561533, "eta_seconds": 37415.34022717661, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.3229541366906475, "fast_rcnn/fg_cls_accuracy": 0.618814039677349, "iteration": 203899, "loss_box_reg": 0.24659226136282086, "loss_cls": 0.23724868288263679, "loss_mask": 0.2557171396911144, "loss_rpn_cls": 0.041502255626255646, "loss_rpn_loc": 0.06686546286800876, "loss_sem_seg": 0.34663189481943846, "lr": 0.02, "mask_rcnn/accuracy": 0.9029583081863632, "mask_rcnn/false_negative": 0.09841131148550725, "mask_rcnn/false_positive": 0.10309386570032686, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5726299724919954, "total_loss": 1.1896826117590535} {"data_time": 0.013217466999776661, "eta_seconds": 37410.968514899, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.3338206627680312, "fast_rcnn/fg_cls_accuracy": 0.6472448057813911, "iteration": 203919, "loss_box_reg": 0.22206372790969908, "loss_cls": 0.1952606667764485, "loss_mask": 0.24373266100883484, "loss_rpn_cls": 0.04059009568300098, "loss_rpn_loc": 0.0669287532218732, "loss_sem_seg": 0.3057452659122646, "lr": 0.02, "mask_rcnn/accuracy": 0.889860212377634, "mask_rcnn/false_negative": 0.09649885028020616, "mask_rcnn/false_positive": 0.11378583725031427, "roi_head/num_bg_samples": 428.25, "roi_head/num_fg_samples": 83.75, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.5636506834998727, "total_loss": 1.0472895643906668} {"data_time": 0.012419580998539459, "eta_seconds": 37387.88626849609, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3381925766541151, "fast_rcnn/fg_cls_accuracy": 0.6423451954329528, "iteration": 203939, "loss_box_reg": 0.24179085029754788, "loss_cls": 0.22349399607628584, "loss_mask": 0.2504160152748227, "loss_rpn_cls": 0.04592858814794454, "loss_rpn_loc": 0.08823221124475822, "loss_sem_seg": 0.3324642535299063, "lr": 0.02, "mask_rcnn/accuracy": 0.9026825203241009, "mask_rcnn/false_negative": 0.08727009305061, "mask_rcnn/false_positive": 0.11400315995234306, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.56271359299717, "total_loss": 1.1594466542010196} {"data_time": 0.012493757996708155, "eta_seconds": 37376.56706767609, "fast_rcnn/cls_accuracy": 0.9072265625, "fast_rcnn/false_negative": 0.3208081426494222, "fast_rcnn/fg_cls_accuracy": 0.5992460029069768, "iteration": 203959, "loss_box_reg": 0.2416075486689806, "loss_cls": 0.21830910874996334, "loss_mask": 0.2534485524520278, "loss_rpn_cls": 0.046325485804118216, "loss_rpn_loc": 0.09091960484511219, "loss_sem_seg": 0.3222036212682724, "lr": 0.02, "mask_rcnn/accuracy": 0.880986941837747, "mask_rcnn/false_negative": 0.09734916806383584, "mask_rcnn/false_positive": 0.13279199545255144, "roi_head/num_bg_samples": 421.75, "roi_head/num_fg_samples": 90.25, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.5588032540108543, "total_loss": 1.1797904661507346} {"data_time": 0.013021802507864777, "eta_seconds": 37393.072615245335, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.3219540594897851, "fast_rcnn/fg_cls_accuracy": 0.558398483771618, "iteration": 203979, "loss_box_reg": 0.22070596646517515, "loss_cls": 0.20405947417020798, "loss_mask": 0.24333798419684172, "loss_rpn_cls": 0.03811888514610473, "loss_rpn_loc": 0.06685844785533845, "loss_sem_seg": 0.28785391012206674, "lr": 0.02, "mask_rcnn/accuracy": 0.8979633520074697, "mask_rcnn/false_negative": 0.09819948527535426, "mask_rcnn/false_positive": 0.13348768170565445, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5765441619951162, "total_loss": 1.077571594636538} {"data_time": 0.013681870994332712, "eta_seconds": 37365.677470859235, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.32917837078651685, "fast_rcnn/fg_cls_accuracy": 0.6532998251748252, "iteration": 203999, "loss_box_reg": 0.22135669289855286, "loss_cls": 0.19447843334637582, "loss_mask": 0.24079404771327972, "loss_rpn_cls": 0.042169207183178514, "loss_rpn_loc": 0.07233192567218794, "loss_sem_seg": 0.2936705519678071, "lr": 0.02, "mask_rcnn/accuracy": 0.8941739856552503, "mask_rcnn/false_negative": 0.09195427880197435, "mask_rcnn/false_positive": 0.12156271235661503, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5654329125027289, "total_loss": 1.0800493517963332} {"data_time": 0.013054924500465859, "eta_seconds": 37372.80659302314, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.33454987834549876, "fast_rcnn/fg_cls_accuracy": 0.658203744842907, "iteration": 204019, "loss_box_reg": 0.23242015205323696, "loss_cls": 0.20244835305493325, "loss_mask": 0.2480182982981205, "loss_rpn_cls": 0.04181531119684223, "loss_rpn_loc": 0.07430980552453548, "loss_sem_seg": 0.31887393933720887, "lr": 0.02, "mask_rcnn/accuracy": 0.8863544335483111, "mask_rcnn/false_negative": 0.06731955170718318, "mask_rcnn/false_positive": 0.12849609429006958, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5723433569946792, "total_loss": 1.152639455132885} {"data_time": 0.012163410501671024, "eta_seconds": 37366.43329538488, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.26087962962962963, "fast_rcnn/fg_cls_accuracy": 0.6686626746506985, "iteration": 204039, "loss_box_reg": 0.23224040842615068, "loss_cls": 0.20103676617145538, "loss_mask": 0.23841896373778582, "loss_rpn_cls": 0.04191563665517606, "loss_rpn_loc": 0.07215193490264937, "loss_sem_seg": 0.2819027998484671, "lr": 0.02, "mask_rcnn/accuracy": 0.9099404311989345, "mask_rcnn/false_negative": 0.08210160953514234, "mask_rcnn/false_positive": 0.08866357799387531, "roi_head/num_bg_samples": 430.25, "roi_head/num_fg_samples": 81.75, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5715112614998361, "total_loss": 1.109245997373364} {"data_time": 0.012553702006698586, "eta_seconds": 37348.492886761145, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.300713230721393, "fast_rcnn/fg_cls_accuracy": 0.6543751829089846, "iteration": 204059, "loss_box_reg": 0.22828294336795807, "loss_cls": 0.2030921238474548, "loss_mask": 0.24973650183528662, "loss_rpn_cls": 0.04546515829861164, "loss_rpn_loc": 0.07702401571441442, "loss_sem_seg": 0.31883876817300916, "lr": 0.02, "mask_rcnn/accuracy": 0.8937703428488986, "mask_rcnn/false_negative": 0.082972410617549, "mask_rcnn/false_positive": 0.11420562846460765, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5543534375028685, "total_loss": 1.137730837741401} {"data_time": 0.012632101002964191, "eta_seconds": 37350.66769992821, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.2910262206148282, "fast_rcnn/fg_cls_accuracy": 0.6777597402597402, "iteration": 204079, "loss_box_reg": 0.2222264902666211, "loss_cls": 0.19784584967419505, "loss_mask": 0.2472023405134678, "loss_rpn_cls": 0.03467571409419179, "loss_rpn_loc": 0.08241473347879946, "loss_sem_seg": 0.29424527240917087, "lr": 0.02, "mask_rcnn/accuracy": 0.8860441944052719, "mask_rcnn/false_negative": 0.0948711159718025, "mask_rcnn/false_positive": 0.1384752786181103, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5682978400000138, "total_loss": 1.07374275654729} {"data_time": 0.012725232991215307, "eta_seconds": 37339.33575177818, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.27734848484848484, "fast_rcnn/fg_cls_accuracy": 0.6653345512674127, "iteration": 204099, "loss_box_reg": 0.20842362754046917, "loss_cls": 0.20292594959028065, "loss_mask": 0.2320611421018839, "loss_rpn_cls": 0.03738365590106696, "loss_rpn_loc": 0.07092188444221392, "loss_sem_seg": 0.30522196320816875, "lr": 0.02, "mask_rcnn/accuracy": 0.8916476789579468, "mask_rcnn/false_negative": 0.09405788865707422, "mask_rcnn/false_positive": 0.12378748336805129, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5654695195044042, "total_loss": 1.0842143900808878} {"data_time": 0.012039111999911256, "eta_seconds": 37336.59023886728, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.36174915147209724, "fast_rcnn/fg_cls_accuracy": 0.6174272226593234, "iteration": 204119, "loss_box_reg": 0.19858529791235924, "loss_cls": 0.19097556546330452, "loss_mask": 0.2524965750053525, "loss_rpn_cls": 0.03745760491437977, "loss_rpn_loc": 0.055951375572476536, "loss_sem_seg": 0.35435697669163346, "lr": 0.02, "mask_rcnn/accuracy": 0.8954981155323621, "mask_rcnn/false_negative": 0.09054682344742063, "mask_rcnn/false_positive": 0.12992410930214005, "roi_head/num_bg_samples": 456.25, "roi_head/num_fg_samples": 55.75, "rpn/num_neg_anchors": 238.25, "rpn/num_pos_anchors": 17.75, "time": 0.568844513494696, "total_loss": 1.103759088247898} {"data_time": 0.012640498993278015, "eta_seconds": 37331.14052902662, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.33100603621730385, "fast_rcnn/fg_cls_accuracy": 0.5994230167978853, "iteration": 204139, "loss_box_reg": 0.23978710640221834, "loss_cls": 0.20720994169823825, "loss_mask": 0.24884393718093634, "loss_rpn_cls": 0.036504763789707795, "loss_rpn_loc": 0.07221194374142215, "loss_sem_seg": 0.3032759604975581, "lr": 0.02, "mask_rcnn/accuracy": 0.8895315068358445, "mask_rcnn/false_negative": 0.08455876666520235, "mask_rcnn/false_positive": 0.12663741611386653, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5645323325006757, "total_loss": 1.1235213814070448} {"data_time": 0.013219778498751111, "eta_seconds": 37309.654533870336, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.3388313972513089, "fast_rcnn/fg_cls_accuracy": 0.5698568398727466, "iteration": 204159, "loss_box_reg": 0.22856531024444848, "loss_cls": 0.2057244151365012, "loss_mask": 0.2464995589107275, "loss_rpn_cls": 0.046020059220609255, "loss_rpn_loc": 0.07316685540718026, "loss_sem_seg": 0.3278908235952258, "lr": 0.02, "mask_rcnn/accuracy": 0.9078614400305577, "mask_rcnn/false_negative": 0.08888366443598161, "mask_rcnn/false_positive": 0.09485241391916152, "roi_head/num_bg_samples": 456.5, "roi_head/num_fg_samples": 55.5, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5605074505001539, "total_loss": 1.1694409103074577} {"data_time": 0.012705287997960113, "eta_seconds": 37289.32578184268, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.28223104056437387, "fast_rcnn/fg_cls_accuracy": 0.643944099378882, "iteration": 204179, "loss_box_reg": 0.22661999333649874, "loss_cls": 0.209620276466012, "loss_mask": 0.25505058467388153, "loss_rpn_cls": 0.0446618192945607, "loss_rpn_loc": 0.07393209979636595, "loss_sem_seg": 0.30275036836974323, "lr": 0.02, "mask_rcnn/accuracy": 0.8926322709316284, "mask_rcnn/false_negative": 0.10239765148806443, "mask_rcnn/false_positive": 0.10812718472057642, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5583630814944627, "total_loss": 1.1444418372702785} {"data_time": 0.01318787649506703, "eta_seconds": 37268.468686565764, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.33725490196078434, "fast_rcnn/fg_cls_accuracy": 0.6275541795665635, "iteration": 204199, "loss_box_reg": 0.2304188759298995, "loss_cls": 0.2204600521363318, "loss_mask": 0.24308786541223526, "loss_rpn_cls": 0.03817954770056531, "loss_rpn_loc": 0.07624439708888531, "loss_sem_seg": 0.3005122921895236, "lr": 0.02, "mask_rcnn/accuracy": 0.8878898260278556, "mask_rcnn/false_negative": 0.10337645495922176, "mask_rcnn/false_positive": 0.1302834804936519, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5563264290030929, "total_loss": 1.1509996221284382} {"data_time": 0.012380804502754472, "eta_seconds": 37271.34406287796, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.36330124035042066, "fast_rcnn/fg_cls_accuracy": 0.6274395003903201, "iteration": 204219, "loss_box_reg": 0.23334959824569523, "loss_cls": 0.21578115737065673, "loss_mask": 0.24829884432256222, "loss_rpn_cls": 0.03688246583624277, "loss_rpn_loc": 0.07437454006867483, "loss_sem_seg": 0.3178729359060526, "lr": 0.02, "mask_rcnn/accuracy": 0.9123895916449286, "mask_rcnn/false_negative": 0.08725616208342024, "mask_rcnn/false_positive": 0.09182821071450989, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5883555475011235, "total_loss": 1.1176997704897076} {"data_time": 0.01291063549433602, "eta_seconds": 37252.570533447986, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.2527538427547896, "fast_rcnn/fg_cls_accuracy": 0.6382136800452233, "iteration": 204239, "loss_box_reg": 0.20786427799612284, "loss_cls": 0.19507846049964428, "loss_mask": 0.2503694389015436, "loss_rpn_cls": 0.046804725934634916, "loss_rpn_loc": 0.07504388300003484, "loss_sem_seg": 0.33137374743819237, "lr": 0.02, "mask_rcnn/accuracy": 0.9108485649194439, "mask_rcnn/false_negative": 0.07708558702118119, "mask_rcnn/false_positive": 0.109099956324749, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 236.0, "rpn/num_pos_anchors": 20.0, "time": 0.5533964109999943, "total_loss": 1.1462725112505723} {"data_time": 0.01195739099784987, "eta_seconds": 37230.02793245028, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.30226177233963664, "fast_rcnn/fg_cls_accuracy": 0.6385910560344827, "iteration": 204259, "loss_box_reg": 0.23505335301160812, "loss_cls": 0.20944090513512492, "loss_mask": 0.2520233727991581, "loss_rpn_cls": 0.04924313348601572, "loss_rpn_loc": 0.08122115646256134, "loss_sem_seg": 0.3088837410323322, "lr": 0.02, "mask_rcnn/accuracy": 0.8910403756261404, "mask_rcnn/false_negative": 0.08440367318187186, "mask_rcnn/false_positive": 0.1222880240236309, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5656265869984054, "total_loss": 1.1370423713233322} {"data_time": 0.012567050005600322, "eta_seconds": 37181.96066267101, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.2918864097363083, "fast_rcnn/fg_cls_accuracy": 0.6598039215686274, "iteration": 204279, "loss_box_reg": 0.2161332438699901, "loss_cls": 0.19749943306669593, "loss_mask": 0.25751482555642724, "loss_rpn_cls": 0.04871580348117277, "loss_rpn_loc": 0.0732318758382462, "loss_sem_seg": 0.3318470772355795, "lr": 0.02, "mask_rcnn/accuracy": 0.9004593276112529, "mask_rcnn/false_negative": 0.07035062116089594, "mask_rcnn/false_positive": 0.10791577809650862, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5604341595026199, "total_loss": 1.0866176779236412} {"data_time": 0.01277521249721758, "eta_seconds": 37170.64556988098, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.23315639036341362, "fast_rcnn/fg_cls_accuracy": 0.6900635208711434, "iteration": 204299, "loss_box_reg": 0.21954453503713012, "loss_cls": 0.21137736993841827, "loss_mask": 0.24697593599557877, "loss_rpn_cls": 0.0434256096923491, "loss_rpn_loc": 0.0840187888534274, "loss_sem_seg": 0.3076092773117125, "lr": 0.02, "mask_rcnn/accuracy": 0.9044863502272947, "mask_rcnn/false_negative": 0.08270138914048838, "mask_rcnn/false_positive": 0.11994448335845928, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.574365199492604, "total_loss": 1.1052341940958286} {"data_time": 0.013855581004463602, "eta_seconds": 37162.33222965041, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.38967288456339555, "fast_rcnn/fg_cls_accuracy": 0.540333016995945, "iteration": 204319, "loss_box_reg": 0.23262236174196005, "loss_cls": 0.22088513989001513, "loss_mask": 0.2627738118171692, "loss_rpn_cls": 0.04829710384365171, "loss_rpn_loc": 0.08232036023400724, "loss_sem_seg": 0.33082096884027123, "lr": 0.02, "mask_rcnn/accuracy": 0.8818285539703927, "mask_rcnn/false_negative": 0.08263216728463899, "mask_rcnn/false_positive": 0.1284972127818255, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5668116989982082, "total_loss": 1.1756467399536632} {"data_time": 0.011858880992804188, "eta_seconds": 37159.28960717067, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.37833969465648853, "fast_rcnn/fg_cls_accuracy": 0.6058636020468082, "iteration": 204339, "loss_box_reg": 0.24984706658869982, "loss_cls": 0.21891998464707285, "loss_mask": 0.25361743848770857, "loss_rpn_cls": 0.040864360955310985, "loss_rpn_loc": 0.06999481236562133, "loss_sem_seg": 0.34540185355581343, "lr": 0.02, "mask_rcnn/accuracy": 0.9039668546900339, "mask_rcnn/false_negative": 0.08311046588431643, "mask_rcnn/false_positive": 0.09942316436853485, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 238.0, "rpn/num_pos_anchors": 18.0, "time": 0.5712645800012979, "total_loss": 1.183027459162986} {"data_time": 0.012282873503863811, "eta_seconds": 37178.57511381217, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.30724094881398256, "fast_rcnn/fg_cls_accuracy": 0.6821637426900584, "iteration": 204359, "loss_box_reg": 0.20932504860684276, "loss_cls": 0.18531118240207434, "loss_mask": 0.2484358916990459, "loss_rpn_cls": 0.04420955256500747, "loss_rpn_loc": 0.07916281471261755, "loss_sem_seg": 0.3500057638157159, "lr": 0.02, "mask_rcnn/accuracy": 0.8930158189839377, "mask_rcnn/false_negative": 0.08792472476077133, "mask_rcnn/false_positive": 0.1290899022565698, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.565687963993696, "total_loss": 1.0951458006966277} {"data_time": 0.011891282490978483, "eta_seconds": 37169.418989198384, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.2928728070175438, "fast_rcnn/fg_cls_accuracy": 0.6703296703296704, "iteration": 204379, "loss_box_reg": 0.23637700453400612, "loss_cls": 0.21950625558383763, "loss_mask": 0.25848217122256756, "loss_rpn_cls": 0.04322433687048033, "loss_rpn_loc": 0.07753629612852819, "loss_sem_seg": 0.32903987262398005, "lr": 0.02, "mask_rcnn/accuracy": 0.8907764586097597, "mask_rcnn/false_negative": 0.08468488942324426, "mask_rcnn/false_positive": 0.11478513916231078, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.564360978489276, "total_loss": 1.2010922065819614} {"data_time": 0.012437669000064489, "eta_seconds": 37169.35652952763, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.34948037741009164, "fast_rcnn/fg_cls_accuracy": 0.6369905825485458, "iteration": 204399, "loss_box_reg": 0.22962083434686065, "loss_cls": 0.2222784897312522, "loss_mask": 0.2534851748496294, "loss_rpn_cls": 0.044757834053598344, "loss_rpn_loc": 0.06914576579583809, "loss_sem_seg": 0.2983050514012575, "lr": 0.02, "mask_rcnn/accuracy": 0.893726126966887, "mask_rcnn/false_negative": 0.0902675779580071, "mask_rcnn/false_positive": 0.1107897496094529, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5748340754944365, "total_loss": 1.1249653735430911} {"data_time": 0.012555779998365324, "eta_seconds": 37146.76196233857, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.31868654822335024, "fast_rcnn/fg_cls_accuracy": 0.6610447028000654, "iteration": 204419, "loss_box_reg": 0.24203248403500766, "loss_cls": 0.22721149754943326, "loss_mask": 0.24908659793436527, "loss_rpn_cls": 0.041174727186444215, "loss_rpn_loc": 0.08001748513197526, "loss_sem_seg": 0.3312359082046896, "lr": 0.02, "mask_rcnn/accuracy": 0.9034491410746991, "mask_rcnn/false_negative": 0.09104437465365245, "mask_rcnn/false_positive": 0.10393976005316993, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5581168835051358, "total_loss": 1.2000149669329403} {"data_time": 0.011818010498245712, "eta_seconds": 37150.988911089946, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.2966454352441613, "fast_rcnn/fg_cls_accuracy": 0.667687408133268, "iteration": 204439, "loss_box_reg": 0.23661044472828507, "loss_cls": 0.21772245410829782, "loss_mask": 0.26134306006133556, "loss_rpn_cls": 0.03890010267787147, "loss_rpn_loc": 0.07212870186776854, "loss_sem_seg": 0.32795840688049793, "lr": 0.02, "mask_rcnn/accuracy": 0.8911065868655155, "mask_rcnn/false_negative": 0.09281753703258804, "mask_rcnn/false_positive": 0.11298150477912025, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5688236909991247, "total_loss": 1.1611725266848225} {"data_time": 0.012027956996462308, "eta_seconds": 37127.94399922012, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3960674157303371, "fast_rcnn/fg_cls_accuracy": 0.589221591567242, "iteration": 204459, "loss_box_reg": 0.21786761516705155, "loss_cls": 0.21365136257372797, "loss_mask": 0.2505150632932782, "loss_rpn_cls": 0.04131368501111865, "loss_rpn_loc": 0.0760728046298027, "loss_sem_seg": 0.35456838132813573, "lr": 0.02, "mask_rcnn/accuracy": 0.8947568945554982, "mask_rcnn/false_negative": 0.0876219386254701, "mask_rcnn/false_positive": 0.1254291437537437, "roi_head/num_bg_samples": 461.5, "roi_head/num_fg_samples": 50.5, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5531943780006259, "total_loss": 1.1446929950616322} {"data_time": 0.012020613001368474, "eta_seconds": 37110.60800463258, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.39915254237288134, "fast_rcnn/fg_cls_accuracy": 0.5748474576271186, "iteration": 204479, "loss_box_reg": 0.2273407701868564, "loss_cls": 0.2037210939452052, "loss_mask": 0.2614733185619116, "loss_rpn_cls": 0.04149943764787167, "loss_rpn_loc": 0.0888352690380998, "loss_sem_seg": 0.3356955125927925, "lr": 0.02, "mask_rcnn/accuracy": 0.8835128216445249, "mask_rcnn/false_negative": 0.09803344972516248, "mask_rcnn/false_positive": 0.11861784567043678, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5655561020030291, "total_loss": 1.1783978483290412} {"data_time": 0.012813900495530106, "eta_seconds": 37060.48816818154, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.3795137217140106, "fast_rcnn/fg_cls_accuracy": 0.5079686314191754, "iteration": 204499, "loss_box_reg": 0.2352902723941952, "loss_cls": 0.22576155955903232, "loss_mask": 0.24931400921195745, "loss_rpn_cls": 0.049122067051939666, "loss_rpn_loc": 0.07801832014229149, "loss_sem_seg": 0.3427343009971082, "lr": 0.02, "mask_rcnn/accuracy": 0.8949764561323897, "mask_rcnn/false_negative": 0.09974168803205355, "mask_rcnn/false_positive": 0.122065780289693, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5611234904936282, "total_loss": 1.2149770439136773} {"data_time": 0.012218738498631865, "eta_seconds": 37046.179549190674, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.3114224137931034, "fast_rcnn/fg_cls_accuracy": 0.6541007426541815, "iteration": 204519, "loss_box_reg": 0.21346783358603716, "loss_cls": 0.21071680029854178, "loss_mask": 0.24330499675124884, "loss_rpn_cls": 0.04194201029895339, "loss_rpn_loc": 0.07058517599944025, "loss_sem_seg": 0.32493371656164527, "lr": 0.02, "mask_rcnn/accuracy": 0.8997243539493492, "mask_rcnn/false_negative": 0.09638307464238696, "mask_rcnn/false_positive": 0.09156342003737998, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.5640097819996299, "total_loss": 1.1127503638126655} {"data_time": 0.012703996508207638, "eta_seconds": 37034.864456400646, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.3445012787723785, "fast_rcnn/fg_cls_accuracy": 0.6395790200138026, "iteration": 204539, "loss_box_reg": 0.24163238238543272, "loss_cls": 0.21010425547137856, "loss_mask": 0.2515832455828786, "loss_rpn_cls": 0.04718650408904068, "loss_rpn_loc": 0.07427503479993902, "loss_sem_seg": 0.3039493006654084, "lr": 0.02, "mask_rcnn/accuracy": 0.9017538045455551, "mask_rcnn/false_negative": 0.08606233881841718, "mask_rcnn/false_positive": 0.11200207362676423, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5778287229986745, "total_loss": 1.1015135368797928} {"data_time": 0.01292638250743039, "eta_seconds": 37023.54936361062, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.34078862314156433, "fast_rcnn/fg_cls_accuracy": 0.5384388472884047, "iteration": 204559, "loss_box_reg": 0.21194916870445013, "loss_cls": 0.2030277221929282, "loss_mask": 0.2427238067612052, "loss_rpn_cls": 0.04028108163038269, "loss_rpn_loc": 0.06006919071660377, "loss_sem_seg": 0.34614072658587247, "lr": 0.02, "mask_rcnn/accuracy": 0.9055974398688047, "mask_rcnn/false_negative": 0.09217178099320672, "mask_rcnn/false_positive": 0.10133470604222554, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 235.25, "rpn/num_pos_anchors": 20.75, "time": 0.5654872744999011, "total_loss": 1.1419028938398696} {"data_time": 0.012392616001307033, "eta_seconds": 37026.069601537674, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.3669962335216572, "fast_rcnn/fg_cls_accuracy": 0.5850479579207921, "iteration": 204579, "loss_box_reg": 0.24466499919071794, "loss_cls": 0.21994004701264203, "loss_mask": 0.2520609889179468, "loss_rpn_cls": 0.05116249751881696, "loss_rpn_loc": 0.0731422538519837, "loss_sem_seg": 0.34981213323771954, "lr": 0.02, "mask_rcnn/accuracy": 0.8809952428988422, "mask_rcnn/false_negative": 0.11254308407453692, "mask_rcnn/false_positive": 0.139788022755647, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5705425435007783, "total_loss": 1.1945861600979697} {"data_time": 0.012512830500782002, "eta_seconds": 37036.5785829689, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.3333333333333333, "fast_rcnn/fg_cls_accuracy": 0.6409066295350816, "iteration": 204599, "loss_box_reg": 0.2331686057150364, "loss_cls": 0.21553269517607987, "loss_mask": 0.245836584828794, "loss_rpn_cls": 0.04295281913073268, "loss_rpn_loc": 0.07204682275187224, "loss_sem_seg": 0.3585215453058481, "lr": 0.02, "mask_rcnn/accuracy": 0.9101834400054665, "mask_rcnn/false_negative": 0.08976512080078794, "mask_rcnn/false_positive": 0.09251398811426209, "roi_head/num_bg_samples": 456.75, "roi_head/num_fg_samples": 55.25, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5638052169961156, "total_loss": 1.147078398236772} {"data_time": 0.012810432497644797, "eta_seconds": 37025.25258532881, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.41437632135306557, "fast_rcnn/fg_cls_accuracy": 0.5475121359223301, "iteration": 204619, "loss_box_reg": 0.2489810730330646, "loss_cls": 0.2209490172099322, "loss_mask": 0.25927208829671144, "loss_rpn_cls": 0.04407204987364821, "loss_rpn_loc": 0.09058805619133636, "loss_sem_seg": 0.326871189288795, "lr": 0.02, "mask_rcnn/accuracy": 0.8881077514617888, "mask_rcnn/false_negative": 0.08747947958301311, "mask_rcnn/false_positive": 0.1383699172459963, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5674661000011838, "total_loss": 1.2027195651317015} {"data_time": 0.012812612490961328, "eta_seconds": 37005.97927823862, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.30145326001571093, "fast_rcnn/fg_cls_accuracy": 0.6416733493718257, "iteration": 204639, "loss_box_reg": 0.23636060766875744, "loss_cls": 0.2027395898476243, "loss_mask": 0.25414128601551056, "loss_rpn_cls": 0.04274957440793514, "loss_rpn_loc": 0.07770025412901305, "loss_sem_seg": 0.3428147123195231, "lr": 0.02, "mask_rcnn/accuracy": 0.9055981992486073, "mask_rcnn/false_negative": 0.0756359237762893, "mask_rcnn/false_positive": 0.11178249991209427, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5703388194961008, "total_loss": 1.1162489097914658} {"data_time": 0.013336533003894147, "eta_seconds": 36994.655712418564, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3163478047584008, "fast_rcnn/fg_cls_accuracy": 0.6531189083820663, "iteration": 204659, "loss_box_reg": 0.21634340635500848, "loss_cls": 0.2035883953794837, "loss_mask": 0.2568619456142187, "loss_rpn_cls": 0.04394042506464757, "loss_rpn_loc": 0.07530882096034475, "loss_sem_seg": 0.2931120819412172, "lr": 0.02, "mask_rcnn/accuracy": 0.8949894839592641, "mask_rcnn/false_negative": 0.0940973685485029, "mask_rcnn/false_positive": 0.12369281723064668, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.570212916492892, "total_loss": 1.1297377031296492} {"data_time": 0.011904853003215976, "eta_seconds": 36976.07161891419, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.36187518485655135, "fast_rcnn/fg_cls_accuracy": 0.5729483282674772, "iteration": 204679, "loss_box_reg": 0.23526026448234916, "loss_cls": 0.20395065005868673, "loss_mask": 0.2582792122848332, "loss_rpn_cls": 0.041591354078263976, "loss_rpn_loc": 0.07355877145892009, "loss_sem_seg": 0.28933919686824083, "lr": 0.02, "mask_rcnn/accuracy": 0.8941507962678443, "mask_rcnn/false_negative": 0.10127488660333751, "mask_rcnn/false_positive": 0.11372828579265004, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5604155649998575, "total_loss": 1.1224460549128707} {"data_time": 0.012779013501130976, "eta_seconds": 36997.888803264315, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.3372827804107425, "fast_rcnn/fg_cls_accuracy": 0.6253769188596492, "iteration": 204699, "loss_box_reg": 0.22640780778601766, "loss_cls": 0.20875850738957524, "loss_mask": 0.24971618922427297, "loss_rpn_cls": 0.039378263682010584, "loss_rpn_loc": 0.07376041446696036, "loss_sem_seg": 0.32443663640879095, "lr": 0.02, "mask_rcnn/accuracy": 0.8849735442035402, "mask_rcnn/false_negative": 0.08978185191832919, "mask_rcnn/false_positive": 0.11861761869394605, "roi_head/num_bg_samples": 433.0, "roi_head/num_fg_samples": 79.0, "rpn/num_neg_anchors": 189.75, "rpn/num_pos_anchors": 66.25, "time": 0.5774906174992793, "total_loss": 1.1561040423403028} {"data_time": 0.013531437492929399, "eta_seconds": 36967.590765689194, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.2861083743842364, "fast_rcnn/fg_cls_accuracy": 0.6905742224836409, "iteration": 204719, "loss_box_reg": 0.24461827240884304, "loss_cls": 0.20873078238219023, "loss_mask": 0.26234304066747427, "loss_rpn_cls": 0.03665449704567436, "loss_rpn_loc": 0.07453763688681647, "loss_sem_seg": 0.31789108261000365, "lr": 0.02, "mask_rcnn/accuracy": 0.8896434683012513, "mask_rcnn/false_negative": 0.08706805906829312, "mask_rcnn/false_positive": 0.10976065254301781, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.554908179998165, "total_loss": 1.149264076462714} {"data_time": 0.012638555999728851, "eta_seconds": 36949.361449138334, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.36515151515151517, "fast_rcnn/fg_cls_accuracy": 0.6257575757575757, "iteration": 204739, "loss_box_reg": 0.223503292305395, "loss_cls": 0.21075164317153394, "loss_mask": 0.24227218702435493, "loss_rpn_cls": 0.0390332434035372, "loss_rpn_loc": 0.07744260231265798, "loss_sem_seg": 0.3127719648182392, "lr": 0.02, "mask_rcnn/accuracy": 0.8686649659863945, "mask_rcnn/false_negative": 0.10985368693453519, "mask_rcnn/false_positive": 0.14876187431618987, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5654373890065472, "total_loss": 1.103675694525009} {"data_time": 0.011996081506367773, "eta_seconds": 36930.78624775464, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.38670327182157815, "fast_rcnn/fg_cls_accuracy": 0.5229585890762178, "iteration": 204759, "loss_box_reg": 0.20891078538261354, "loss_cls": 0.2141931843943894, "loss_mask": 0.24992460012435913, "loss_rpn_cls": 0.04169971345982049, "loss_rpn_loc": 0.0802759644575417, "loss_sem_seg": 0.3082631884608418, "lr": 0.02, "mask_rcnn/accuracy": 0.8908364530972128, "mask_rcnn/false_negative": 0.08979998744775525, "mask_rcnn/false_positive": 0.11592333942692623, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5665974514922709, "total_loss": 1.0799124153345474} {"data_time": 0.01306675850355532, "eta_seconds": 36909.891961903115, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.34587908912264476, "fast_rcnn/fg_cls_accuracy": 0.6133175355450238, "iteration": 204779, "loss_box_reg": 0.2205487727187574, "loss_cls": 0.19937088922597468, "loss_mask": 0.24912414234131575, "loss_rpn_cls": 0.038533899874892086, "loss_rpn_loc": 0.06970810634084046, "loss_sem_seg": 0.29145933082327247, "lr": 0.02, "mask_rcnn/accuracy": 0.8948608605826709, "mask_rcnn/false_negative": 0.09553307448274015, "mask_rcnn/false_positive": 0.11688618355412204, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5715611909981817, "total_loss": 1.0701374004711397} {"data_time": 0.012195376999443397, "eta_seconds": 36908.14356217486, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.3098845598845599, "fast_rcnn/fg_cls_accuracy": 0.6742424242424242, "iteration": 204799, "loss_box_reg": 0.24981395341455936, "loss_cls": 0.2229760754853487, "loss_mask": 0.2598308837041259, "loss_rpn_cls": 0.04405800564563833, "loss_rpn_loc": 0.08266490703681484, "loss_sem_seg": 0.32302888203412294, "lr": 0.02, "mask_rcnn/accuracy": 0.8846583403044659, "mask_rcnn/false_negative": 0.08671623806817386, "mask_rcnn/false_positive": 0.13197081638646443, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5709984325003461, "total_loss": 1.2157906530192122} {"data_time": 0.012714326498098671, "eta_seconds": 36903.4200361334, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.35431336501439525, "fast_rcnn/fg_cls_accuracy": 0.5796522556390977, "iteration": 204819, "loss_box_reg": 0.2450316292233765, "loss_cls": 0.22328287409618497, "loss_mask": 0.2648700140416622, "loss_rpn_cls": 0.04505065275589004, "loss_rpn_loc": 0.07617725356249139, "loss_sem_seg": 0.30376199586316943, "lr": 0.02, "mask_rcnn/accuracy": 0.8866717106097097, "mask_rcnn/false_negative": 0.09798324121998975, "mask_rcnn/false_positive": 0.14398975459462465, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.5584236715003499, "total_loss": 1.1784216144587845} {"data_time": 0.012215145005029626, "eta_seconds": 36858.06434938354, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.32245734279141103, "fast_rcnn/fg_cls_accuracy": 0.6464026770775237, "iteration": 204839, "loss_box_reg": 0.2392103032907471, "loss_cls": 0.21243783039972186, "loss_mask": 0.2571269469335675, "loss_rpn_cls": 0.04158267128514126, "loss_rpn_loc": 0.08016915828920901, "loss_sem_seg": 0.2785022994503379, "lr": 0.02, "mask_rcnn/accuracy": 0.8843199090413107, "mask_rcnn/false_negative": 0.09977670214062559, "mask_rcnn/false_positive": 0.13303761862354335, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.547151576000033, "total_loss": 1.1507066582562402} {"data_time": 0.01242407099925913, "eta_seconds": 36843.07086307205, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.2864992150706437, "fast_rcnn/fg_cls_accuracy": 0.6696832579185521, "iteration": 204859, "loss_box_reg": 0.23801994882524014, "loss_cls": 0.217758578248322, "loss_mask": 0.2563740164041519, "loss_rpn_cls": 0.044824343029176816, "loss_rpn_loc": 0.08412222901824862, "loss_sem_seg": 0.32528962194919586, "lr": 0.02, "mask_rcnn/accuracy": 0.8850964765829687, "mask_rcnn/false_negative": 0.09950527702730572, "mask_rcnn/false_positive": 0.14256328441302812, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5773010435004835, "total_loss": 1.205269145895727} {"data_time": 0.011980545503320172, "eta_seconds": 36815.831679315685, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.2919761059089442, "fast_rcnn/fg_cls_accuracy": 0.6768939393939395, "iteration": 204879, "loss_box_reg": 0.2124766344204545, "loss_cls": 0.19745758082717657, "loss_mask": 0.25342800933867693, "loss_rpn_cls": 0.040772276297502685, "loss_rpn_loc": 0.07727837725542486, "loss_sem_seg": 0.3253565728664398, "lr": 0.02, "mask_rcnn/accuracy": 0.9018356376587917, "mask_rcnn/false_negative": 0.07985795608080978, "mask_rcnn/false_positive": 0.1102698750363254, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5611992245030706, "total_loss": 1.1304293128923746} {"data_time": 0.012008796002191957, "eta_seconds": 36801.27034827071, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.30443548387096775, "fast_rcnn/fg_cls_accuracy": 0.6434276744078674, "iteration": 204899, "loss_box_reg": 0.2244869079440832, "loss_cls": 0.20994351711124182, "loss_mask": 0.2550786016508937, "loss_rpn_cls": 0.04511334223207086, "loss_rpn_loc": 0.08901911391876638, "loss_sem_seg": 0.30397303868085146, "lr": 0.02, "mask_rcnn/accuracy": 0.8996979424773638, "mask_rcnn/false_negative": 0.08686701993384477, "mask_rcnn/false_positive": 0.11067226317615882, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5755285534978611, "total_loss": 1.132730846555205} {"data_time": 0.012986823996470775, "eta_seconds": 36781.52083955066, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.30238658777120314, "fast_rcnn/fg_cls_accuracy": 0.5946704067321178, "iteration": 204919, "loss_box_reg": 0.23329835385084152, "loss_cls": 0.2245812127366662, "loss_mask": 0.25271401228383183, "loss_rpn_cls": 0.050660326960496604, "loss_rpn_loc": 0.09388652659254149, "loss_sem_seg": 0.31281658401712775, "lr": 0.02, "mask_rcnn/accuracy": 0.8825177690123669, "mask_rcnn/false_negative": 0.096966042270276, "mask_rcnn/false_positive": 0.13407935364014067, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5573338395042811, "total_loss": 1.1789370339829475} {"data_time": 0.012645975999475922, "eta_seconds": 36778.65854793076, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.286101598173516, "fast_rcnn/fg_cls_accuracy": 0.6534972330581512, "iteration": 204939, "loss_box_reg": 0.20820258813910186, "loss_cls": 0.1994521669112146, "loss_mask": 0.2534326557070017, "loss_rpn_cls": 0.04500499527784996, "loss_rpn_loc": 0.07248864555731416, "loss_sem_seg": 0.3043999671936035, "lr": 0.02, "mask_rcnn/accuracy": 0.8945746172069882, "mask_rcnn/false_negative": 0.10340658085074636, "mask_rcnn/false_positive": 0.10335811468619864, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.567348150005273, "total_loss": 1.1241474363487214} {"data_time": 0.012226113001815975, "eta_seconds": 36771.63579254308, "fast_rcnn/cls_accuracy": 0.9111328125, "fast_rcnn/false_negative": 0.3775, "fast_rcnn/fg_cls_accuracy": 0.5954917551212251, "iteration": 204959, "loss_box_reg": 0.23941125813871622, "loss_cls": 0.2193492327351123, "loss_mask": 0.25470310635864735, "loss_rpn_cls": 0.03706193037214689, "loss_rpn_loc": 0.07174114388180897, "loss_sem_seg": 0.33782712230458856, "lr": 0.02, "mask_rcnn/accuracy": 0.8962713865104124, "mask_rcnn/false_negative": 0.08512074744849071, "mask_rcnn/false_positive": 0.1241451659870015, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5657527890070924, "total_loss": 1.1487411730049644} {"data_time": 0.012099036503059324, "eta_seconds": 36747.610923440385, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3558763931104357, "fast_rcnn/fg_cls_accuracy": 0.6163419913419914, "iteration": 204979, "loss_box_reg": 0.23311601346358657, "loss_cls": 0.2164917290210724, "loss_mask": 0.24981719395145774, "loss_rpn_cls": 0.042755397778819315, "loss_rpn_loc": 0.07976629759650677, "loss_sem_seg": 0.3303908184170723, "lr": 0.02, "mask_rcnn/accuracy": 0.8904453243146122, "mask_rcnn/false_negative": 0.09754651777896042, "mask_rcnn/false_positive": 0.1368332404354468, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5658572469910723, "total_loss": 1.1589846842398401} {"data_time": 0.012505427999712992, "eta_seconds": 36744.74084742084, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.345313258863526, "fast_rcnn/fg_cls_accuracy": 0.5679412768863092, "iteration": 204999, "loss_box_reg": 0.22017838526517153, "loss_cls": 0.20406545465812087, "loss_mask": 0.23906063381582499, "loss_rpn_cls": 0.03493826744670514, "loss_rpn_loc": 0.05172243343986338, "loss_sem_seg": 0.2873318959027529, "lr": 0.02, "mask_rcnn/accuracy": 0.9012102852504638, "mask_rcnn/false_negative": 0.08996352016667289, "mask_rcnn/false_positive": 0.11101041623735196, "roi_head/num_bg_samples": 461.0, "roi_head/num_fg_samples": 51.0, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5724688834961853, "total_loss": 1.0758069890434854} {"data_time": 0.011713166000845376, "eta_seconds": 36736.683379456896, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.35855263157894735, "fast_rcnn/fg_cls_accuracy": 0.6136463361123299, "iteration": 205019, "loss_box_reg": 0.2510902718640864, "loss_cls": 0.2189361760392785, "loss_mask": 0.2424923307262361, "loss_rpn_cls": 0.041814453797996975, "loss_rpn_loc": 0.07860807969700545, "loss_sem_seg": 0.2858945403713733, "lr": 0.02, "mask_rcnn/accuracy": 0.9059393896447467, "mask_rcnn/false_negative": 0.1053858752808452, "mask_rcnn/false_positive": 0.09319586126365911, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.566610251495149, "total_loss": 1.1552750845003175} {"data_time": 0.014021618000697345, "eta_seconds": 36726.40692362342, "fast_rcnn/cls_accuracy": 0.91064453125, "fast_rcnn/false_negative": 0.45405081495685523, "fast_rcnn/fg_cls_accuracy": 0.5392377756471716, "iteration": 205039, "loss_box_reg": 0.2477899151854217, "loss_cls": 0.19988810503855348, "loss_mask": 0.2533762827515602, "loss_rpn_cls": 0.042920052306726575, "loss_rpn_loc": 0.0700876499467995, "loss_sem_seg": 0.303764705080539, "lr": 0.02, "mask_rcnn/accuracy": 0.878777850468101, "mask_rcnn/false_negative": 0.10855492482789263, "mask_rcnn/false_positive": 0.12797461924029316, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 207.25, "rpn/num_pos_anchors": 48.75, "time": 0.571561673998076, "total_loss": 1.1260836737928912} {"data_time": 0.01310190100048203, "eta_seconds": 36719.901768915166, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.477056192883531, "fast_rcnn/fg_cls_accuracy": 0.5067567567567568, "iteration": 205059, "loss_box_reg": 0.22955496376380324, "loss_cls": 0.20502834394574165, "loss_mask": 0.2596665136516094, "loss_rpn_cls": 0.04123609755333746, "loss_rpn_loc": 0.0760968181421049, "loss_sem_seg": 0.2906303043710068, "lr": 0.02, "mask_rcnn/accuracy": 0.8916293623264653, "mask_rcnn/false_negative": 0.0896587722241563, "mask_rcnn/false_positive": 0.13680377942632013, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.5618606759962859, "total_loss": 1.1340873217122862} {"data_time": 0.012302647999604233, "eta_seconds": 36676.66417880249, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.29451193967322997, "fast_rcnn/fg_cls_accuracy": 0.6778401122019635, "iteration": 205079, "loss_box_reg": 0.21917213778942823, "loss_cls": 0.19501120783388615, "loss_mask": 0.2505963807925582, "loss_rpn_cls": 0.042524523043539375, "loss_rpn_loc": 0.06644563376903534, "loss_sem_seg": 0.3212384767830372, "lr": 0.02, "mask_rcnn/accuracy": 0.9056919642857143, "mask_rcnn/false_negative": 0.07192762537510206, "mask_rcnn/false_positive": 0.10954190423197405, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5517462650022935, "total_loss": 1.1004460086696781} {"data_time": 0.012511761000496335, "eta_seconds": 36665.36531890237, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.28691148775894537, "fast_rcnn/fg_cls_accuracy": 0.7046139359698682, "iteration": 205099, "loss_box_reg": 0.23854635283350945, "loss_cls": 0.20527102751657367, "loss_mask": 0.2555693956092, "loss_rpn_cls": 0.039250347268534824, "loss_rpn_loc": 0.06890321895480156, "loss_sem_seg": 0.3293877700343728, "lr": 0.02, "mask_rcnn/accuracy": 0.9062389269473808, "mask_rcnn/false_negative": 0.08097110633388216, "mask_rcnn/false_positive": 0.10735713841780103, "roi_head/num_bg_samples": 457.5, "roi_head/num_fg_samples": 54.5, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 0.5639254744965001, "total_loss": 1.1241900886816438} {"data_time": 0.012114313503843732, "eta_seconds": 36648.01662978737, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.31130787189991627, "fast_rcnn/fg_cls_accuracy": 0.6475862068965517, "iteration": 205119, "loss_box_reg": 0.21706995042040944, "loss_cls": 0.1905665558297187, "loss_mask": 0.25378504721447825, "loss_rpn_cls": 0.0347426938242279, "loss_rpn_loc": 0.06399230472743511, "loss_sem_seg": 0.31576671032235026, "lr": 0.02, "mask_rcnn/accuracy": 0.8989462630200935, "mask_rcnn/false_negative": 0.08334006376625826, "mask_rcnn/false_positive": 0.11564696596604537, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5634706115015433, "total_loss": 1.0945983455167152} {"data_time": 0.012600535003002733, "eta_seconds": 36632.68907482711, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.2742300724637681, "fast_rcnn/fg_cls_accuracy": 0.6781870860927153, "iteration": 205139, "loss_box_reg": 0.2300886306911707, "loss_cls": 0.20800569443963468, "loss_mask": 0.2589520029723644, "loss_rpn_cls": 0.04343311703996733, "loss_rpn_loc": 0.07097613828955218, "loss_sem_seg": 0.29137841891497374, "lr": 0.02, "mask_rcnn/accuracy": 0.898029772951068, "mask_rcnn/false_negative": 0.08643388864781953, "mask_rcnn/false_positive": 0.10853728061198706, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5641604744960205, "total_loss": 1.121427096935804} {"data_time": 0.012430373491952196, "eta_seconds": 36625.42263978735, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3643433179723502, "fast_rcnn/fg_cls_accuracy": 0.5629353537822315, "iteration": 205159, "loss_box_reg": 0.23262015404179692, "loss_cls": 0.2190659986808896, "loss_mask": 0.2504782499745488, "loss_rpn_cls": 0.04284963363897987, "loss_rpn_loc": 0.06659644842147827, "loss_sem_seg": 0.31836474081501365, "lr": 0.02, "mask_rcnn/accuracy": 0.8891779935526414, "mask_rcnn/false_negative": 0.09249718329743303, "mask_rcnn/false_positive": 0.13434363675534117, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5606052889997954, "total_loss": 1.1358339691068977} {"data_time": 0.012757533499097917, "eta_seconds": 36616.247106442686, "fast_rcnn/cls_accuracy": 0.904296875, "fast_rcnn/false_negative": 0.4105428796223446, "fast_rcnn/fg_cls_accuracy": 0.5419863398203593, "iteration": 205179, "loss_box_reg": 0.22957462584599853, "loss_cls": 0.22272130055353045, "loss_mask": 0.24872071016579866, "loss_rpn_cls": 0.04383504096767865, "loss_rpn_loc": 0.06930645450484008, "loss_sem_seg": 0.27512308373115957, "lr": 0.02, "mask_rcnn/accuracy": 0.8808348045163318, "mask_rcnn/false_negative": 0.09762811549806309, "mask_rcnn/false_positive": 0.12762997785142693, "roi_head/num_bg_samples": 431.0, "roi_head/num_fg_samples": 81.0, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.5666576304938644, "total_loss": 1.1315717652250896} {"data_time": 0.012608843499037903, "eta_seconds": 36639.910179427265, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3181318681318681, "fast_rcnn/fg_cls_accuracy": 0.6489851051401869, "iteration": 205199, "loss_box_reg": 0.21292469650506973, "loss_cls": 0.20561490673571825, "loss_mask": 0.25461963284760714, "loss_rpn_cls": 0.04342891921987757, "loss_rpn_loc": 0.0716992081142962, "loss_sem_seg": 0.3026912286877632, "lr": 0.02, "mask_rcnn/accuracy": 0.9033960512170971, "mask_rcnn/false_negative": 0.0896672739676791, "mask_rcnn/false_positive": 0.1006736143157463, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5779934384991066, "total_loss": 1.114478616422275} {"data_time": 0.01230889800353907, "eta_seconds": 36620.37594555114, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.33833837273227046, "fast_rcnn/fg_cls_accuracy": 0.6569887300714679, "iteration": 205219, "loss_box_reg": 0.24141612416133285, "loss_cls": 0.23715280648320913, "loss_mask": 0.2622252544388175, "loss_rpn_cls": 0.040396495489403605, "loss_rpn_loc": 0.08198682393413037, "loss_sem_seg": 0.3069774624891579, "lr": 0.02, "mask_rcnn/accuracy": 0.9028815168375746, "mask_rcnn/false_negative": 0.08614721312437715, "mask_rcnn/false_positive": 0.09193088065973953, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5638766160045634, "total_loss": 1.1703729054133873} {"data_time": 0.013505025002814364, "eta_seconds": 36617.29329994736, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.26334026334026334, "fast_rcnn/fg_cls_accuracy": 0.7251133120698339, "iteration": 205239, "loss_box_reg": 0.21875401842407882, "loss_cls": 0.2012300988426432, "loss_mask": 0.24985327292233706, "loss_rpn_cls": 0.042852596554439515, "loss_rpn_loc": 0.06321693214704283, "loss_sem_seg": 0.28865021374076605, "lr": 0.02, "mask_rcnn/accuracy": 0.8933783443369979, "mask_rcnn/false_negative": 0.1004348956494526, "mask_rcnn/false_positive": 0.11020086819899186, "roi_head/num_bg_samples": 462.5, "roi_head/num_fg_samples": 49.5, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5603314464897267, "total_loss": 1.1053421574179083} {"data_time": 0.012240043499332387, "eta_seconds": 36588.241909522, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.30757575757575756, "fast_rcnn/fg_cls_accuracy": 0.6425347222222222, "iteration": 205259, "loss_box_reg": 0.23321940144523978, "loss_cls": 0.2180349314585328, "loss_mask": 0.24740803893655539, "loss_rpn_cls": 0.039900308242067695, "loss_rpn_loc": 0.06811188691062853, "loss_sem_seg": 0.2598293521441519, "lr": 0.02, "mask_rcnn/accuracy": 0.8826713800237747, "mask_rcnn/false_negative": 0.09352873319665453, "mask_rcnn/false_positive": 0.13083848231196543, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5587804270035122, "total_loss": 1.109331344079692} {"data_time": 0.012791634995664936, "eta_seconds": 36610.193765678145, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.3447488584474886, "fast_rcnn/fg_cls_accuracy": 0.6328781375991677, "iteration": 205279, "loss_box_reg": 0.2110838028602302, "loss_cls": 0.1924136698944494, "loss_mask": 0.25148683693259954, "loss_rpn_cls": 0.0443945350125432, "loss_rpn_loc": 0.06146960108890198, "loss_sem_seg": 0.320892327465117, "lr": 0.02, "mask_rcnn/accuracy": 0.9047708252922919, "mask_rcnn/false_negative": 0.08822245158094194, "mask_rcnn/false_positive": 0.10043517634580588, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5779145960041205, "total_loss": 1.096172264078632} {"data_time": 0.012029648496536538, "eta_seconds": 36627.170557491874, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.305623973727422, "fast_rcnn/fg_cls_accuracy": 0.6630653828929691, "iteration": 205299, "loss_box_reg": 0.2200088631361723, "loss_cls": 0.21871714503504336, "loss_mask": 0.25059209298342466, "loss_rpn_cls": 0.03453713408089243, "loss_rpn_loc": 0.07315784368984168, "loss_sem_seg": 0.2869961834512651, "lr": 0.02, "mask_rcnn/accuracy": 0.8773126490856082, "mask_rcnn/false_negative": 0.09074191914854296, "mask_rcnn/false_positive": 0.13257239974793805, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.5702905645011924, "total_loss": 1.1000505486736074} {"data_time": 0.012406448491674382, "eta_seconds": 36594.752578608175, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.31957035869136774, "fast_rcnn/fg_cls_accuracy": 0.6329251059821008, "iteration": 205319, "loss_box_reg": 0.2015236613806337, "loss_cls": 0.19678664300590754, "loss_mask": 0.2440158030949533, "loss_rpn_cls": 0.045744908216875046, "loss_rpn_loc": 0.07082303037168458, "loss_sem_seg": 0.324690812965855, "lr": 0.02, "mask_rcnn/accuracy": 0.8840094461697723, "mask_rcnn/false_negative": 0.09583318906728576, "mask_rcnn/false_positive": 0.13278562255851034, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5585138894966803, "total_loss": 1.124459569575265} {"data_time": 0.011795281003287528, "eta_seconds": 36570.09888349234, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.3681999115435648, "fast_rcnn/fg_cls_accuracy": 0.5966197316645333, "iteration": 205339, "loss_box_reg": 0.223207067232579, "loss_cls": 0.20854586246423423, "loss_mask": 0.2501005562953651, "loss_rpn_cls": 0.04469189445080701, "loss_rpn_loc": 0.07981713127810508, "loss_sem_seg": 0.31557979714125395, "lr": 0.02, "mask_rcnn/accuracy": 0.8937982871720116, "mask_rcnn/false_negative": 0.09069828969062221, "mask_rcnn/false_positive": 0.11243917029425046, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.559013051497459, "total_loss": 1.1297405333898496} {"data_time": 0.011994038504781201, "eta_seconds": 36569.16650499256, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.34459922356702444, "fast_rcnn/fg_cls_accuracy": 0.640339966832504, "iteration": 205359, "loss_box_reg": 0.21153688104823232, "loss_cls": 0.19572641840204597, "loss_mask": 0.2427250575274229, "loss_rpn_cls": 0.03674981452059001, "loss_rpn_loc": 0.07015022949781269, "loss_sem_seg": 0.35832496965304017, "lr": 0.02, "mask_rcnn/accuracy": 0.9027969261853275, "mask_rcnn/false_negative": 0.09143523652434021, "mask_rcnn/false_positive": 0.08954938169640675, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5712473130042781, "total_loss": 1.1465272560089943} {"data_time": 0.012980889005120844, "eta_seconds": 36560.806208658476, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.35062789160608065, "fast_rcnn/fg_cls_accuracy": 0.594953397105715, "iteration": 205379, "loss_box_reg": 0.22502382844686508, "loss_cls": 0.2123826858587563, "loss_mask": 0.24546419084072113, "loss_rpn_cls": 0.0394207414065022, "loss_rpn_loc": 0.06805773702217266, "loss_sem_seg": 0.3118094087112695, "lr": 0.02, "mask_rcnn/accuracy": 0.879800123840309, "mask_rcnn/false_negative": 0.10881706539933314, "mask_rcnn/false_positive": 0.12783953714161725, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.5644186489953427, "total_loss": 1.1088991204451304} {"data_time": 0.01201669549482176, "eta_seconds": 36505.816212586054, "fast_rcnn/cls_accuracy": 0.958984375, "fast_rcnn/false_negative": 0.3178755299818292, "fast_rcnn/fg_cls_accuracy": 0.6703134463961236, "iteration": 205399, "loss_box_reg": 0.2309996704570949, "loss_cls": 0.21342673618346453, "loss_mask": 0.25739644933491945, "loss_rpn_cls": 0.043209820112679154, "loss_rpn_loc": 0.07752949657151476, "loss_sem_seg": 0.31852319079916924, "lr": 0.02, "mask_rcnn/accuracy": 0.9145703043653686, "mask_rcnn/false_negative": 0.0741108609890547, "mask_rcnn/false_positive": 0.09500476963974844, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 236.75, "rpn/num_pos_anchors": 19.25, "time": 0.5520167344948277, "total_loss": 1.1176509199140128} {"data_time": 0.013049496490566526, "eta_seconds": 36494.51427725608, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3783380800804155, "fast_rcnn/fg_cls_accuracy": 0.5917677672265216, "iteration": 205419, "loss_box_reg": 0.21652619214728475, "loss_cls": 0.1840195837430656, "loss_mask": 0.2554690036922693, "loss_rpn_cls": 0.045782702043652534, "loss_rpn_loc": 0.08198508477653377, "loss_sem_seg": 0.3000600915402174, "lr": 0.02, "mask_rcnn/accuracy": 0.8833881851842149, "mask_rcnn/false_negative": 0.09909443324148157, "mask_rcnn/false_positive": 0.12479518477652318, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5621124594981666, "total_loss": 1.0842286612314638} {"data_time": 0.012788130494300276, "eta_seconds": 36478.893921271694, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.35913656928149684, "fast_rcnn/fg_cls_accuracy": 0.6228380315336837, "iteration": 205439, "loss_box_reg": 0.22023411700502038, "loss_cls": 0.18743186257779598, "loss_mask": 0.26132933981716633, "loss_rpn_cls": 0.0403188429918373, "loss_rpn_loc": 0.07406108448049054, "loss_sem_seg": 0.3300145911052823, "lr": 0.02, "mask_rcnn/accuracy": 0.8800237493809514, "mask_rcnn/false_negative": 0.08882029960281858, "mask_rcnn/false_positive": 0.13192163476312144, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5662917810041108, "total_loss": 1.1066911643138155} {"data_time": 0.013870957001927309, "eta_seconds": 36481.403225885544, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3132258064516129, "fast_rcnn/fg_cls_accuracy": 0.665625, "iteration": 205459, "loss_box_reg": 0.2248230273835361, "loss_cls": 0.19386387593112886, "loss_mask": 0.23938934039324522, "loss_rpn_cls": 0.04102761036483571, "loss_rpn_loc": 0.07957085850648582, "loss_sem_seg": 0.29424587078392506, "lr": 0.02, "mask_rcnn/accuracy": 0.883807019545088, "mask_rcnn/false_negative": 0.10387550204471173, "mask_rcnn/false_positive": 0.12626290783930233, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5654343024943955, "total_loss": 1.1015586151333991} {"data_time": 0.01248284649773268, "eta_seconds": 36456.2927261717, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3470257135826772, "fast_rcnn/fg_cls_accuracy": 0.6306957531947851, "iteration": 205479, "loss_box_reg": 0.2256251834332943, "loss_cls": 0.2089273848105222, "loss_mask": 0.2533026859164238, "loss_rpn_cls": 0.04729618756391574, "loss_rpn_loc": 0.08937779476400465, "loss_sem_seg": 0.2864391850307584, "lr": 0.02, "mask_rcnn/accuracy": 0.8892951694669031, "mask_rcnn/false_negative": 0.10194949374844124, "mask_rcnn/false_positive": 0.12124023730231168, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 0.5559699759978685, "total_loss": 1.1182465270976536} {"data_time": 0.011786761497205589, "eta_seconds": 36465.31777994105, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3568211068211068, "fast_rcnn/fg_cls_accuracy": 0.5951397087760724, "iteration": 205499, "loss_box_reg": 0.227649066131562, "loss_cls": 0.21291313646361232, "loss_mask": 0.24882098007947206, "loss_rpn_cls": 0.040838844783138484, "loss_rpn_loc": 0.08159107278333977, "loss_sem_seg": 0.3177547166123986, "lr": 0.02, "mask_rcnn/accuracy": 0.9048325606767165, "mask_rcnn/false_negative": 0.07652900903096145, "mask_rcnn/false_positive": 0.12039582536746656, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5651305469946237, "total_loss": 1.1856666933454107} {"data_time": 0.012265305500477552, "eta_seconds": 36463.65846327282, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.28636117023496516, "fast_rcnn/fg_cls_accuracy": 0.6868361086765995, "iteration": 205519, "loss_box_reg": 0.21140492497943342, "loss_cls": 0.19499094178900123, "loss_mask": 0.24611221766099334, "loss_rpn_cls": 0.04244616045616567, "loss_rpn_loc": 0.07933006895473227, "loss_sem_seg": 0.3103010728955269, "lr": 0.02, "mask_rcnn/accuracy": 0.897479499798558, "mask_rcnn/false_negative": 0.09204938594348124, "mask_rcnn/false_positive": 0.10983282153406171, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5706797975071822, "total_loss": 1.0930669681984} {"data_time": 0.01299217850464629, "eta_seconds": 36426.70266527623, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.3730331436223636, "fast_rcnn/fg_cls_accuracy": 0.5984983314794216, "iteration": 205539, "loss_box_reg": 0.238324711099267, "loss_cls": 0.2084326174808666, "loss_mask": 0.2495406474918127, "loss_rpn_cls": 0.04769369450514205, "loss_rpn_loc": 0.08471083827316761, "loss_sem_seg": 0.33103415463119745, "lr": 0.02, "mask_rcnn/accuracy": 0.886734207127153, "mask_rcnn/false_negative": 0.08811479321406, "mask_rcnn/false_positive": 0.12808414931264986, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5583099139985279, "total_loss": 1.2315065748116467} {"data_time": 0.012255883993930183, "eta_seconds": 36404.060853834184, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.35722819593787336, "fast_rcnn/fg_cls_accuracy": 0.6068086050121978, "iteration": 205559, "loss_box_reg": 0.20706136291846633, "loss_cls": 0.20496258232742548, "loss_mask": 0.273649069480598, "loss_rpn_cls": 0.040179882023949176, "loss_rpn_loc": 0.07028437560074963, "loss_sem_seg": 0.32686676643788815, "lr": 0.02, "mask_rcnn/accuracy": 0.8820872389653536, "mask_rcnn/false_negative": 0.09237203640375832, "mask_rcnn/false_positive": 0.11888593451787949, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5586814760026755, "total_loss": 1.1822503823059378} {"data_time": 0.012547768499644008, "eta_seconds": 36399.78973842171, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.30642390930951563, "fast_rcnn/fg_cls_accuracy": 0.6379442401960784, "iteration": 205579, "loss_box_reg": 0.24472330044955015, "loss_cls": 0.21913184714503586, "loss_mask": 0.26864011492580175, "loss_rpn_cls": 0.04154001726419665, "loss_rpn_loc": 0.07699964987114072, "loss_sem_seg": 0.3057906897738576, "lr": 0.02, "mask_rcnn/accuracy": 0.8783482926263075, "mask_rcnn/false_negative": 0.08147800022837992, "mask_rcnn/false_positive": 0.13703595194405122, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 207.0, "rpn/num_pos_anchors": 49.0, "time": 0.5682086425003945, "total_loss": 1.1762678388913628} {"data_time": 0.01280205650255084, "eta_seconds": 36408.78328004191, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.3557332779393436, "fast_rcnn/fg_cls_accuracy": 0.6167012879102618, "iteration": 205599, "loss_box_reg": 0.2320796656422317, "loss_cls": 0.22310731140896678, "loss_mask": 0.26053252164274454, "loss_rpn_cls": 0.044949733215617016, "loss_rpn_loc": 0.08087463318952359, "loss_sem_seg": 0.3137000994756818, "lr": 0.02, "mask_rcnn/accuracy": 0.8928193264508079, "mask_rcnn/false_negative": 0.09402187633006825, "mask_rcnn/false_positive": 0.1355350121563897, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5827977270018891, "total_loss": 1.1605585739016533} {"data_time": 0.012345626506430563, "eta_seconds": 36397.476380062086, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.3272384460229764, "fast_rcnn/fg_cls_accuracy": 0.6175666438824334, "iteration": 205619, "loss_box_reg": 0.22739765141159296, "loss_cls": 0.21579292532987893, "loss_mask": 0.2508769165724516, "loss_rpn_cls": 0.043491244192409795, "loss_rpn_loc": 0.08018355673993938, "loss_sem_seg": 0.32510012201964855, "lr": 0.02, "mask_rcnn/accuracy": 0.9017554181036882, "mask_rcnn/false_negative": 0.10375795235203872, "mask_rcnn/false_positive": 0.10877883419001441, "roi_head/num_bg_samples": 459.0, "roi_head/num_fg_samples": 53.0, "rpn/num_neg_anchors": 237.0, "rpn/num_pos_anchors": 19.0, "time": 0.5718855634986539, "total_loss": 1.1424077230185503} {"data_time": 0.012068149502738379, "eta_seconds": 36375.40072713515, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.3688598979013046, "fast_rcnn/fg_cls_accuracy": 0.6288145207033466, "iteration": 205639, "loss_box_reg": 0.2297035283409059, "loss_cls": 0.21367754938546568, "loss_mask": 0.26359936967492104, "loss_rpn_cls": 0.04540375934448093, "loss_rpn_loc": 0.07450031657936051, "loss_sem_seg": 0.33344643004238605, "lr": 0.02, "mask_rcnn/accuracy": 0.8913102239812501, "mask_rcnn/false_negative": 0.0946660362217306, "mask_rcnn/false_positive": 0.13896027054420854, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5598757964980905, "total_loss": 1.1415240918577183} {"data_time": 0.01234062200092012, "eta_seconds": 36374.86258010243, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.30081081081081085, "fast_rcnn/fg_cls_accuracy": 0.6274865262126408, "iteration": 205659, "loss_box_reg": 0.23181472858414054, "loss_cls": 0.224742614896968, "loss_mask": 0.2532654460519552, "loss_rpn_cls": 0.04217641893774271, "loss_rpn_loc": 0.09561994941032026, "loss_sem_seg": 0.3021306823939085, "lr": 0.02, "mask_rcnn/accuracy": 0.8851266504401887, "mask_rcnn/false_negative": 0.10172005123105819, "mask_rcnn/false_positive": 0.12288176746145756, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.5732020545037813, "total_loss": 1.139836618429399} {"data_time": 0.011920987002667971, "eta_seconds": 36370.98938732865, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.33920187793427226, "fast_rcnn/fg_cls_accuracy": 0.6201923076923077, "iteration": 205679, "loss_box_reg": 0.22788984864018857, "loss_cls": 0.22071911045350134, "loss_mask": 0.2532012262381613, "loss_rpn_cls": 0.040393577262875624, "loss_rpn_loc": 0.0728345037496183, "loss_sem_seg": 0.2920633368194103, "lr": 0.02, "mask_rcnn/accuracy": 0.9002575315840622, "mask_rcnn/false_negative": 0.09924376574499012, "mask_rcnn/false_positive": 0.1046441094279986, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.575992086000042, "total_loss": 1.1184869933058508} {"data_time": 0.012164833497081418, "eta_seconds": 36336.28718263643, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.35339762500929667, "fast_rcnn/fg_cls_accuracy": 0.6342439943476212, "iteration": 205699, "loss_box_reg": 0.21964241890236735, "loss_cls": 0.20314993243664503, "loss_mask": 0.2539026187732816, "loss_rpn_cls": 0.0428886377485469, "loss_rpn_loc": 0.08187007124070078, "loss_sem_seg": 0.311803815420717, "lr": 0.02, "mask_rcnn/accuracy": 0.889690800943493, "mask_rcnn/false_negative": 0.08978377399129811, "mask_rcnn/false_positive": 0.11459881693388341, "roi_head/num_bg_samples": 429.0, "roi_head/num_fg_samples": 83.0, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5618289679987356, "total_loss": 1.1167111950053368} {"data_time": 0.011808074501459487, "eta_seconds": 36341.1374873697, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.2616173485738703, "fast_rcnn/fg_cls_accuracy": 0.7225037537537538, "iteration": 205719, "loss_box_reg": 0.21913023036904633, "loss_cls": 0.20661451015621424, "loss_mask": 0.24485740717500448, "loss_rpn_cls": 0.03997971198987216, "loss_rpn_loc": 0.08057375950738788, "loss_sem_seg": 0.3328388314694166, "lr": 0.02, "mask_rcnn/accuracy": 0.9013869155257039, "mask_rcnn/false_negative": 0.08257483413929498, "mask_rcnn/false_positive": 0.10162635479938507, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5664256250020117, "total_loss": 1.1576896992191905} {"data_time": 0.01202867149550002, "eta_seconds": 36329.83052652983, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.3610344827586207, "fast_rcnn/fg_cls_accuracy": 0.6190621025272355, "iteration": 205739, "loss_box_reg": 0.2348511719610542, "loss_cls": 0.2072268621996045, "loss_mask": 0.24863391648977995, "loss_rpn_cls": 0.04047770630859304, "loss_rpn_loc": 0.08180035784607753, "loss_sem_seg": 0.33494877722114325, "lr": 0.02, "mask_rcnn/accuracy": 0.9028672537841574, "mask_rcnn/false_negative": 0.08449459623876464, "mask_rcnn/false_positive": 0.11126145694257208, "roi_head/num_bg_samples": 459.0, "roi_head/num_fg_samples": 53.0, "rpn/num_neg_anchors": 234.75, "rpn/num_pos_anchors": 21.25, "time": 0.5655924479942769, "total_loss": 1.1521806805976667} {"data_time": 0.012447491506463848, "eta_seconds": 36318.52356568997, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.3699685534591195, "fast_rcnn/fg_cls_accuracy": 0.5904088050314465, "iteration": 205759, "loss_box_reg": 0.23606275487691164, "loss_cls": 0.21938911685720086, "loss_mask": 0.25006371922791004, "loss_rpn_cls": 0.045885994186392054, "loss_rpn_loc": 0.08202287144376896, "loss_sem_seg": 0.32566468184813857, "lr": 0.02, "mask_rcnn/accuracy": 0.8851966401793021, "mask_rcnn/false_negative": 0.09579836361008787, "mask_rcnn/false_positive": 0.13546302921503856, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5622995259982417, "total_loss": 1.144983342877822} {"data_time": 0.012709981499938294, "eta_seconds": 36291.07944131653, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.2715448451962975, "fast_rcnn/fg_cls_accuracy": 0.6702935222672065, "iteration": 205779, "loss_box_reg": 0.20648274617269635, "loss_cls": 0.18510539270937443, "loss_mask": 0.24801175482571125, "loss_rpn_cls": 0.043974352709483355, "loss_rpn_loc": 0.0723595506278798, "loss_sem_seg": 0.32070935028605163, "lr": 0.02, "mask_rcnn/accuracy": 0.9022002061193141, "mask_rcnn/false_negative": 0.08277300300227663, "mask_rcnn/false_positive": 0.12239246532473488, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5566464590010582, "total_loss": 1.1019686247745994} {"data_time": 0.012370173004455864, "eta_seconds": 36258.40322764409, "fast_rcnn/cls_accuracy": 0.91357421875, "fast_rcnn/false_negative": 0.4686634699804147, "fast_rcnn/fg_cls_accuracy": 0.45942028985507244, "iteration": 205799, "loss_box_reg": 0.23425533180125058, "loss_cls": 0.22804889269173145, "loss_mask": 0.2572974292561412, "loss_rpn_cls": 0.04154297866625711, "loss_rpn_loc": 0.07086633983999491, "loss_sem_seg": 0.3530513672158122, "lr": 0.02, "mask_rcnn/accuracy": 0.8742342072184979, "mask_rcnn/false_negative": 0.08977013266964542, "mask_rcnn/false_positive": 0.15251502476307213, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.561619371001143, "total_loss": 1.23844772571465} {"data_time": 0.012879649002570659, "eta_seconds": 36273.66874455433, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.305847691504438, "fast_rcnn/fg_cls_accuracy": 0.6188108410953148, "iteration": 205819, "loss_box_reg": 0.22510553430765867, "loss_cls": 0.2216679179109633, "loss_mask": 0.2464670715853572, "loss_rpn_cls": 0.0428012766642496, "loss_rpn_loc": 0.06553659061319195, "loss_sem_seg": 0.3481906387023628, "lr": 0.02, "mask_rcnn/accuracy": 0.90934656239545, "mask_rcnn/false_negative": 0.08593722588978595, "mask_rcnn/false_positive": 0.09632406442510322, "roi_head/num_bg_samples": 461.5, "roi_head/num_fg_samples": 50.5, "rpn/num_neg_anchors": 239.75, "rpn/num_pos_anchors": 16.25, "time": 0.5751609834987903, "total_loss": 1.1615996919135796} {"data_time": 0.013203150490880944, "eta_seconds": 36280.515695968556, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.28992753623188405, "fast_rcnn/fg_cls_accuracy": 0.6294423836304894, "iteration": 205839, "loss_box_reg": 0.2381832767277956, "loss_cls": 0.20580135751515627, "loss_mask": 0.24060225440189242, "loss_rpn_cls": 0.04664704516471829, "loss_rpn_loc": 0.0793302510282956, "loss_sem_seg": 0.3204530826769769, "lr": 0.02, "mask_rcnn/accuracy": 0.8861355532551185, "mask_rcnn/false_negative": 0.10127282785654823, "mask_rcnn/false_positive": 0.13070591531092143, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.5637780319957528, "total_loss": 1.1390039246180095} {"data_time": 0.012588959994900506, "eta_seconds": 36255.94789847224, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.27161978781149765, "fast_rcnn/fg_cls_accuracy": 0.69953165374677, "iteration": 205859, "loss_box_reg": 0.24202301492914557, "loss_cls": 0.21344247786328197, "loss_mask": 0.25204037595540285, "loss_rpn_cls": 0.04659397920477204, "loss_rpn_loc": 0.07669237363734283, "loss_sem_seg": 0.31908472138457, "lr": 0.02, "mask_rcnn/accuracy": 0.8938142087677463, "mask_rcnn/false_negative": 0.08646268049849898, "mask_rcnn/false_positive": 0.12572292269850777, "roi_head/num_bg_samples": 430.0, "roi_head/num_fg_samples": 82.0, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.5613594725073199, "total_loss": 1.1768876818750869} {"data_time": 0.011531023505085614, "eta_seconds": 36244.642821252215, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.3464781746031746, "fast_rcnn/fg_cls_accuracy": 0.6152608668222825, "iteration": 205879, "loss_box_reg": 0.21990931453183293, "loss_cls": 0.20112259034067392, "loss_mask": 0.2503629010170698, "loss_rpn_cls": 0.04323182761436328, "loss_rpn_loc": 0.06720177750685252, "loss_sem_seg": 0.3272627415135503, "lr": 0.02, "mask_rcnn/accuracy": 0.8998256213904428, "mask_rcnn/false_negative": 0.08927396153324399, "mask_rcnn/false_positive": 0.12137027501091006, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.558346789002826, "total_loss": 1.1130951278464636} {"data_time": 0.013274980999995023, "eta_seconds": 36214.10359768247, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.253828197945845, "fast_rcnn/fg_cls_accuracy": 0.7199303964009847, "iteration": 205899, "loss_box_reg": 0.23753385618329048, "loss_cls": 0.22047381359152496, "loss_mask": 0.25936586782336235, "loss_rpn_cls": 0.04324598165840143, "loss_rpn_loc": 0.08925233187619597, "loss_sem_seg": 0.31428836355917156, "lr": 0.02, "mask_rcnn/accuracy": 0.8910964426570303, "mask_rcnn/false_negative": 0.10177240555591634, "mask_rcnn/false_positive": 0.10958902244947871, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.5564794995079865, "total_loss": 1.199927793815732} {"data_time": 0.0121469435034669, "eta_seconds": 36211.9658940067, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3046477850399419, "fast_rcnn/fg_cls_accuracy": 0.6764705882352942, "iteration": 205919, "loss_box_reg": 0.23406606493517756, "loss_cls": 0.20881906826980412, "loss_mask": 0.25578927248716354, "loss_rpn_cls": 0.052032195730134845, "loss_rpn_loc": 0.08655535837169737, "loss_sem_seg": 0.2932992693968117, "lr": 0.02, "mask_rcnn/accuracy": 0.8908926996724615, "mask_rcnn/false_negative": 0.09404119250238936, "mask_rcnn/false_positive": 0.1247221703475905, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.5681244009974762, "total_loss": 1.1404965866240673} {"data_time": 0.012649098498513922, "eta_seconds": 36205.84742283378, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.3948222143706035, "fast_rcnn/fg_cls_accuracy": 0.5215791707938304, "iteration": 205939, "loss_box_reg": 0.22771045472472906, "loss_cls": 0.2118481865618378, "loss_mask": 0.24718643818050623, "loss_rpn_cls": 0.04575940688664559, "loss_rpn_loc": 0.08045372919877991, "loss_sem_seg": 0.3334425985813141, "lr": 0.02, "mask_rcnn/accuracy": 0.8777025091076072, "mask_rcnn/false_negative": 0.08631175439517597, "mask_rcnn/false_positive": 0.14101187042773683, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.569410420001077, "total_loss": 1.171795603200735} {"data_time": 0.012302623494178988, "eta_seconds": 36180.206369622676, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.37465602641717116, "fast_rcnn/fg_cls_accuracy": 0.618720332278481, "iteration": 205959, "loss_box_reg": 0.21933576231822371, "loss_cls": 0.20026146166492254, "loss_mask": 0.25191002571955323, "loss_rpn_cls": 0.04526304034516215, "loss_rpn_loc": 0.07368131086695939, "loss_sem_seg": 0.27860096795484424, "lr": 0.02, "mask_rcnn/accuracy": 0.8785731201941929, "mask_rcnn/false_negative": 0.11229620794453786, "mask_rcnn/false_positive": 0.13240886720451628, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 207.25, "rpn/num_pos_anchors": 48.75, "time": 0.5581845179985976, "total_loss": 1.0699297418177593} {"data_time": 0.011809819996415172, "eta_seconds": 36183.2403155936, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.3454061796603233, "fast_rcnn/fg_cls_accuracy": 0.5631005073950124, "iteration": 205979, "loss_box_reg": 0.22505298303440213, "loss_cls": 0.21451324503868818, "loss_mask": 0.2582458984106779, "loss_rpn_cls": 0.05187652914901264, "loss_rpn_loc": 0.08219872674089856, "loss_sem_seg": 0.36177060031332076, "lr": 0.02, "mask_rcnn/accuracy": 0.8910324546485261, "mask_rcnn/false_negative": 0.10237616760902826, "mask_rcnn/false_positive": 0.1440277921380739, "roi_head/num_bg_samples": 431.5, "roi_head/num_fg_samples": 80.5, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5700597324976115, "total_loss": 1.201483596174512} {"data_time": 0.012738429497403558, "eta_seconds": 36157.60821758281, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.32121212121212117, "fast_rcnn/fg_cls_accuracy": 0.6329354782909531, "iteration": 205999, "loss_box_reg": 0.23630619049072266, "loss_cls": 0.2070071748457849, "loss_mask": 0.25939970277249813, "loss_rpn_cls": 0.039496298821177334, "loss_rpn_loc": 0.07905026874504983, "loss_sem_seg": 0.3051561200991273, "lr": 0.02, "mask_rcnn/accuracy": 0.8811245497461522, "mask_rcnn/false_negative": 0.10092630647258581, "mask_rcnn/false_positive": 0.1338043922749152, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5539890295040095, "total_loss": 1.1653164731687866} {"data_time": 0.012540934505523182, "eta_seconds": 36139.32983806603, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.37198161707431066, "fast_rcnn/fg_cls_accuracy": 0.5808567448339912, "iteration": 206019, "loss_box_reg": 0.22671873727813363, "loss_cls": 0.19445906131295487, "loss_mask": 0.24977676244452596, "loss_rpn_cls": 0.037632117644534446, "loss_rpn_loc": 0.07310971850529313, "loss_sem_seg": 0.29148042225278914, "lr": 0.02, "mask_rcnn/accuracy": 0.8907831077422024, "mask_rcnn/false_negative": 0.0938738130718053, "mask_rcnn/false_positive": 0.12939958640092403, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.5664703900038148, "total_loss": 1.0873932808317477} {"data_time": 0.01200864250131417, "eta_seconds": 36113.73254344724, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.31615046156500737, "fast_rcnn/fg_cls_accuracy": 0.6392548973880596, "iteration": 206039, "loss_box_reg": 0.2195491055608727, "loss_cls": 0.20994594227522612, "loss_mask": 0.25911340583115816, "loss_rpn_cls": 0.049913727983948775, "loss_rpn_loc": 0.07742312470509205, "loss_sem_seg": 0.27782852901145816, "lr": 0.02, "mask_rcnn/accuracy": 0.8987598065376659, "mask_rcnn/false_negative": 0.09257899575562538, "mask_rcnn/false_positive": 0.11685457117542378, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.5658237625029869, "total_loss": 1.0676560792780947} {"data_time": 0.011612217502261046, "eta_seconds": 36105.54704611499, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.3173611111111111, "fast_rcnn/fg_cls_accuracy": 0.6265700483091787, "iteration": 206059, "loss_box_reg": 0.2091221078298986, "loss_cls": 0.19584134430624545, "loss_mask": 0.2578417295590043, "loss_rpn_cls": 0.03902311495039612, "loss_rpn_loc": 0.07148327259346843, "loss_sem_seg": 0.3174062888137996, "lr": 0.02, "mask_rcnn/accuracy": 0.8924225449598991, "mask_rcnn/false_negative": 0.07910890842487311, "mask_rcnn/false_positive": 0.12645324364044275, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5636167609991389, "total_loss": 1.140815038997971} {"data_time": 0.011523242501425557, "eta_seconds": 36091.14769796737, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.26936715766503, "fast_rcnn/fg_cls_accuracy": 0.6953261248692013, "iteration": 206079, "loss_box_reg": 0.22678662464022636, "loss_cls": 0.20493658864870667, "loss_mask": 0.25672291591763496, "loss_rpn_cls": 0.037968569522490725, "loss_rpn_loc": 0.06940432405099273, "loss_sem_seg": 0.34652726724743843, "lr": 0.02, "mask_rcnn/accuracy": 0.8987325787625678, "mask_rcnn/false_negative": 0.0836172068621036, "mask_rcnn/false_positive": 0.10673631881795975, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5609634735010331, "total_loss": 1.1689300782454666} {"data_time": 0.012852518993895501, "eta_seconds": 36082.960257014965, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.28644688644688643, "fast_rcnn/fg_cls_accuracy": 0.6108108108108108, "iteration": 206099, "loss_box_reg": 0.24349421355873346, "loss_cls": 0.22558723902329803, "loss_mask": 0.2655059564858675, "loss_rpn_cls": 0.0536293494515121, "loss_rpn_loc": 0.07919123972533271, "loss_sem_seg": 0.3459183108061552, "lr": 0.02, "mask_rcnn/accuracy": 0.9010944173987652, "mask_rcnn/false_negative": 0.09211677711671581, "mask_rcnn/false_positive": 0.1289940257606898, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.5671547789970646, "total_loss": 1.21191157962312} {"data_time": 0.012620233996130992, "eta_seconds": 36089.81376146322, "fast_rcnn/cls_accuracy": 0.896484375, "fast_rcnn/false_negative": 0.3468769749315357, "fast_rcnn/fg_cls_accuracy": 0.6041000134426671, "iteration": 206119, "loss_box_reg": 0.2592330086044967, "loss_cls": 0.23537645279429853, "loss_mask": 0.26234705466777086, "loss_rpn_cls": 0.046153351257089525, "loss_rpn_loc": 0.07987575238803402, "loss_sem_seg": 0.34345452301204205, "lr": 0.02, "mask_rcnn/accuracy": 0.8791953941766715, "mask_rcnn/false_negative": 0.11078334446357019, "mask_rcnn/false_positive": 0.139867343197201, "roi_head/num_bg_samples": 414.25, "roi_head/num_fg_samples": 97.75, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.570311555005901, "total_loss": 1.2057705054467078} {"data_time": 0.013592812996648718, "eta_seconds": 36092.811886632866, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.262310491206792, "fast_rcnn/fg_cls_accuracy": 0.6724881256850566, "iteration": 206139, "loss_box_reg": 0.23587743053212762, "loss_cls": 0.2155270902439952, "loss_mask": 0.24801119603216648, "loss_rpn_cls": 0.03409166220808402, "loss_rpn_loc": 0.06470144205377437, "loss_sem_seg": 0.3320293789729476, "lr": 0.02, "mask_rcnn/accuracy": 0.8855410631595417, "mask_rcnn/false_negative": 0.09808526812324794, "mask_rcnn/false_positive": 0.11169567883986425, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5753805720014498, "total_loss": 1.171249648774392} {"data_time": 0.011738876994058955, "eta_seconds": 36086.371740171904, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.3661040787623066, "fast_rcnn/fg_cls_accuracy": 0.5949124949124949, "iteration": 206159, "loss_box_reg": 0.22549244109541178, "loss_cls": 0.21861922880634665, "loss_mask": 0.25422268407419324, "loss_rpn_cls": 0.041400244110263884, "loss_rpn_loc": 0.0672542576212436, "loss_sem_seg": 0.3084671695251018, "lr": 0.02, "mask_rcnn/accuracy": 0.8860814746905706, "mask_rcnn/false_negative": 0.10383141651481262, "mask_rcnn/false_positive": 0.1153966979171009, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.571174129996507, "total_loss": 1.1526448350196006} {"data_time": 0.012959692001459189, "eta_seconds": 36087.1559239469, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3072004139868411, "fast_rcnn/fg_cls_accuracy": 0.6334064025146828, "iteration": 206179, "loss_box_reg": 0.22337792022153735, "loss_cls": 0.20437958277761936, "loss_mask": 0.24145686905831099, "loss_rpn_cls": 0.04069630145386327, "loss_rpn_loc": 0.06965365655196365, "loss_sem_seg": 0.2922983509488404, "lr": 0.02, "mask_rcnn/accuracy": 0.9044051806328592, "mask_rcnn/false_negative": 0.07669403573894162, "mask_rcnn/false_positive": 0.10064249852017768, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5749692860044888, "total_loss": 1.1136424764990807} {"data_time": 0.013516187005734537, "eta_seconds": 36056.7263452752, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.30647078804347827, "fast_rcnn/fg_cls_accuracy": 0.6699532085561497, "iteration": 206199, "loss_box_reg": 0.23509635590016842, "loss_cls": 0.20678044471424073, "loss_mask": 0.2561170682311058, "loss_rpn_cls": 0.039767368318280205, "loss_rpn_loc": 0.08545432920800522, "loss_sem_seg": 0.3135128519497812, "lr": 0.02, "mask_rcnn/accuracy": 0.9043504033682191, "mask_rcnn/false_negative": 0.07366790567334078, "mask_rcnn/false_positive": 0.10438506747819527, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5482920565045788, "total_loss": 1.1526695118227508} {"data_time": 0.012560907503939234, "eta_seconds": 36050.49301051159, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.32061445291235713, "fast_rcnn/fg_cls_accuracy": 0.6382816105214583, "iteration": 206219, "loss_box_reg": 0.2467793091200292, "loss_cls": 0.21148100146092474, "loss_mask": 0.2522068526595831, "loss_rpn_cls": 0.04590331614599563, "loss_rpn_loc": 0.08594065729994327, "loss_sem_seg": 0.328281156020239, "lr": 0.02, "mask_rcnn/accuracy": 0.9009378704133169, "mask_rcnn/false_negative": 0.08132446700105594, "mask_rcnn/false_positive": 0.12943862575252385, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.5704260705024353, "total_loss": 1.1729460596179706} {"data_time": 0.012512911998783238, "eta_seconds": 36043.732476647645, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.34008610521349375, "fast_rcnn/fg_cls_accuracy": 0.55, "iteration": 206239, "loss_box_reg": 0.212448118487373, "loss_cls": 0.18141021160408854, "loss_mask": 0.2502773478627205, "loss_rpn_cls": 0.03708320853183977, "loss_rpn_loc": 0.07516526881954633, "loss_sem_seg": 0.3235920052975416, "lr": 0.02, "mask_rcnn/accuracy": 0.9054188712522047, "mask_rcnn/false_negative": 0.07970880605601363, "mask_rcnn/false_positive": 0.11754534778241747, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5820807429918204, "total_loss": 1.0978837231596117} {"data_time": 0.012261085998034105, "eta_seconds": 36064.53197528295, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3670580110497238, "fast_rcnn/fg_cls_accuracy": 0.5870196078431372, "iteration": 206259, "loss_box_reg": 0.22557775350287557, "loss_cls": 0.2016425154870376, "loss_mask": 0.25220500072464347, "loss_rpn_cls": 0.0382244109059684, "loss_rpn_loc": 0.0645438426581677, "loss_sem_seg": 0.30485403584316373, "lr": 0.02, "mask_rcnn/accuracy": 0.9015103200371057, "mask_rcnn/false_negative": 0.08213493603657854, "mask_rcnn/false_positive": 0.12186043809946764, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5603760875019361, "total_loss": 1.0915965555177536} {"data_time": 0.013891626993427053, "eta_seconds": 36021.12070300755, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.28964344358433025, "fast_rcnn/fg_cls_accuracy": 0.6260281556469471, "iteration": 206279, "loss_box_reg": 0.2135897451080382, "loss_cls": 0.19647240010090172, "loss_mask": 0.24938640277832747, "loss_rpn_cls": 0.044026212010066956, "loss_rpn_loc": 0.08496350375935435, "loss_sem_seg": 0.2926667151041329, "lr": 0.02, "mask_rcnn/accuracy": 0.9034516867971678, "mask_rcnn/false_negative": 0.0998157005333728, "mask_rcnn/false_positive": 0.10743040603130924, "roi_head/num_bg_samples": 459.25, "roi_head/num_fg_samples": 52.75, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5675893139996333, "total_loss": 1.1200149639917072} {"data_time": 0.011936769995372742, "eta_seconds": 35997.28896987451, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.30492424242424243, "fast_rcnn/fg_cls_accuracy": 0.6530895626012496, "iteration": 206299, "loss_box_reg": 0.24541535507887602, "loss_cls": 0.20936510828323662, "loss_mask": 0.24869136698544025, "loss_rpn_cls": 0.04010746505809948, "loss_rpn_loc": 0.07744126746547408, "loss_sem_seg": 0.28561061387881637, "lr": 0.02, "mask_rcnn/accuracy": 0.8910246273658606, "mask_rcnn/false_negative": 0.08495198960953293, "mask_rcnn/false_positive": 0.12321927465752858, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5656550384956063, "total_loss": 1.1156154546770267} {"data_time": 0.012606474498170428, "eta_seconds": 35998.50892936746, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.3677342394447658, "fast_rcnn/fg_cls_accuracy": 0.6322657605552342, "iteration": 206319, "loss_box_reg": 0.23621839098632336, "loss_cls": 0.20673166657797992, "loss_mask": 0.25658611766994, "loss_rpn_cls": 0.04487166854960378, "loss_rpn_loc": 0.09205403982196003, "loss_sem_seg": 0.31886283960193396, "lr": 0.02, "mask_rcnn/accuracy": 0.8681108446899887, "mask_rcnn/false_negative": 0.09315353446677749, "mask_rcnn/false_positive": 0.15527005453311077, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5694168575064396, "total_loss": 1.170404252698063} {"data_time": 0.01311449800414266, "eta_seconds": 35996.464476347304, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3546803325688074, "fast_rcnn/fg_cls_accuracy": 0.6206816059757236, "iteration": 206339, "loss_box_reg": 0.24240360967814922, "loss_cls": 0.22395632276311517, "loss_mask": 0.25664476584643126, "loss_rpn_cls": 0.042173012014245614, "loss_rpn_loc": 0.07302664057351649, "loss_sem_seg": 0.36596415750682354, "lr": 0.02, "mask_rcnn/accuracy": 0.8857357706932205, "mask_rcnn/false_negative": 0.10785220790036461, "mask_rcnn/false_positive": 0.11766014313984105, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5640935904957587, "total_loss": 1.2417895779071841} {"data_time": 0.01146142149809748, "eta_seconds": 35993.3995762163, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.27749060150375937, "fast_rcnn/fg_cls_accuracy": 0.6879699248120301, "iteration": 206359, "loss_box_reg": 0.23330843960866332, "loss_cls": 0.2087753516389057, "loss_mask": 0.2586811752989888, "loss_rpn_cls": 0.04314036948198918, "loss_rpn_loc": 0.0837817779975012, "loss_sem_seg": 0.34047986194491386, "lr": 0.02, "mask_rcnn/accuracy": 0.9091530521637134, "mask_rcnn/false_negative": 0.06459274662444706, "mask_rcnn/false_positive": 0.1054964965473359, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.587900376493053, "total_loss": 1.1624418478641019} {"data_time": 0.011943981000513304, "eta_seconds": 35996.63621216292, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.37809065934065933, "fast_rcnn/fg_cls_accuracy": 0.5238970588235294, "iteration": 206379, "loss_box_reg": 0.23929998627863824, "loss_cls": 0.22898922953754663, "loss_mask": 0.24650163110345602, "loss_rpn_cls": 0.04523600602988154, "loss_rpn_loc": 0.08380735060200095, "loss_sem_seg": 0.3399266395717859, "lr": 0.02, "mask_rcnn/accuracy": 0.8812654988103616, "mask_rcnn/false_negative": 0.10837744103042092, "mask_rcnn/false_positive": 0.12033980881277956, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5665030169984675, "total_loss": 1.13784696982475} {"data_time": 0.013867906003724784, "eta_seconds": 36000.830627705785, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.28541666666666665, "fast_rcnn/fg_cls_accuracy": 0.6777777777777778, "iteration": 206399, "loss_box_reg": 0.20873686717823148, "loss_cls": 0.20125668053515255, "loss_mask": 0.2541689621284604, "loss_rpn_cls": 0.05027319700457156, "loss_rpn_loc": 0.08008602217887528, "loss_sem_seg": 0.32399665378034115, "lr": 0.02, "mask_rcnn/accuracy": 0.8938093466553287, "mask_rcnn/false_negative": 0.08788724827731145, "mask_rcnn/false_positive": 0.12009450671917117, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5538264089991571, "total_loss": 1.1284985676174983} {"data_time": 0.012409925504471175, "eta_seconds": 35993.64500248056, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.3107142857142857, "fast_rcnn/fg_cls_accuracy": 0.6433055395821353, "iteration": 206419, "loss_box_reg": 0.21357116824947298, "loss_cls": 0.19246295955963433, "loss_mask": 0.23761089891195297, "loss_rpn_cls": 0.03809410589747131, "loss_rpn_loc": 0.08310471140430309, "loss_sem_seg": 0.305782665964216, "lr": 0.02, "mask_rcnn/accuracy": 0.9022732860942844, "mask_rcnn/false_negative": 0.07774995424422614, "mask_rcnn/false_positive": 0.12007279219163133, "roi_head/num_bg_samples": 466.25, "roi_head/num_fg_samples": 45.75, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5650363839959027, "total_loss": 1.0913612513977569} {"data_time": 0.012397241502185352, "eta_seconds": 35979.56724037637, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3428061386081599, "fast_rcnn/fg_cls_accuracy": 0.6289410020290307, "iteration": 206439, "loss_box_reg": 0.23578083142638206, "loss_cls": 0.21384103456512094, "loss_mask": 0.24836029391735792, "loss_rpn_cls": 0.04846639861352742, "loss_rpn_loc": 0.07746408513048664, "loss_sem_seg": 0.3432636200450361, "lr": 0.02, "mask_rcnn/accuracy": 0.8964027420514081, "mask_rcnn/false_negative": 0.08835114025835701, "mask_rcnn/false_positive": 0.11147869130830557, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5653685245051747, "total_loss": 1.1492615676834248} {"data_time": 0.012896935993921943, "eta_seconds": 35980.61234956651, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.32771937352499464, "fast_rcnn/fg_cls_accuracy": 0.6074103271580606, "iteration": 206459, "loss_box_reg": 0.22836173698306084, "loss_cls": 0.2113399098161608, "loss_mask": 0.24883709428831935, "loss_rpn_cls": 0.04869896441232413, "loss_rpn_loc": 0.0923318960267352, "loss_sem_seg": 0.32101655239239335, "lr": 0.02, "mask_rcnn/accuracy": 0.8916571311341719, "mask_rcnn/false_negative": 0.07891190475054607, "mask_rcnn/false_positive": 0.11772258826567632, "roi_head/num_bg_samples": 465.5, "roi_head/num_fg_samples": 46.5, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5700424789902172, "total_loss": 1.152371271775337} {"data_time": 0.012273669992282521, "eta_seconds": 35974.233026315225, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.32629032258064516, "fast_rcnn/fg_cls_accuracy": 0.6404569892473118, "iteration": 206479, "loss_box_reg": 0.22497806197497994, "loss_cls": 0.1994958482682705, "loss_mask": 0.24908972345292568, "loss_rpn_cls": 0.046590588288381696, "loss_rpn_loc": 0.08181620531831868, "loss_sem_seg": 0.3162605492398143, "lr": 0.02, "mask_rcnn/accuracy": 0.9089810762667137, "mask_rcnn/false_negative": 0.08451679574327697, "mask_rcnn/false_positive": 0.10229763996706731, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5622568820035667, "total_loss": 1.1271548824006459} {"data_time": 0.012703683001745958, "eta_seconds": 35957.96202152662, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.38317757009345793, "fast_rcnn/fg_cls_accuracy": 0.5997781214280912, "iteration": 206499, "loss_box_reg": 0.23987366049550474, "loss_cls": 0.22797267884016037, "loss_mask": 0.26827940531075, "loss_rpn_cls": 0.04423066352319438, "loss_rpn_loc": 0.08474562858464196, "loss_sem_seg": 0.3058378326240927, "lr": 0.02, "mask_rcnn/accuracy": 0.8771145052957892, "mask_rcnn/false_negative": 0.09542725685062235, "mask_rcnn/false_positive": 0.12177242260891823, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.563296068496129, "total_loss": 1.1901819109916687} {"data_time": 0.012306155505939387, "eta_seconds": 35940.515225919065, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.28784340659340657, "fast_rcnn/fg_cls_accuracy": 0.6831372549019608, "iteration": 206519, "loss_box_reg": 0.22255254653282464, "loss_cls": 0.1980873446445912, "loss_mask": 0.25611657137051225, "loss_rpn_cls": 0.04090298849041574, "loss_rpn_loc": 0.07760700408834964, "loss_sem_seg": 0.34964481135830283, "lr": 0.02, "mask_rcnn/accuracy": 0.8938483550887888, "mask_rcnn/false_negative": 0.07911295102951037, "mask_rcnn/false_positive": 0.12728565338914402, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5639780819910811, "total_loss": 1.1636192499281606} {"data_time": 0.01157781249639811, "eta_seconds": 35922.96088232603, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3771759189984538, "fast_rcnn/fg_cls_accuracy": 0.529825655956466, "iteration": 206539, "loss_box_reg": 0.23548984294757247, "loss_cls": 0.22428292408585548, "loss_mask": 0.2576138135045767, "loss_rpn_cls": 0.05396542453672737, "loss_rpn_loc": 0.09410672425292432, "loss_sem_seg": 0.3147763521410525, "lr": 0.02, "mask_rcnn/accuracy": 0.9037565547052154, "mask_rcnn/false_negative": 0.09243248411008242, "mask_rcnn/false_positive": 0.11840399009391107, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5536806555101066, "total_loss": 1.2250452372827567} {"data_time": 0.012407011992763728, "eta_seconds": 35928.92614131491, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.34303608515057116, "fast_rcnn/fg_cls_accuracy": 0.6001125409795958, "iteration": 206559, "loss_box_reg": 0.23509536613710225, "loss_cls": 0.20598708046600223, "loss_mask": 0.24813453340902925, "loss_rpn_cls": 0.04170254312339239, "loss_rpn_loc": 0.07399836840340868, "loss_sem_seg": 0.2863438976928592, "lr": 0.02, "mask_rcnn/accuracy": 0.905016100363261, "mask_rcnn/false_negative": 0.09785440884412461, "mask_rcnn/false_positive": 0.10903419877389853, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 234.5, "rpn/num_pos_anchors": 21.5, "time": 0.5738326459977543, "total_loss": 1.092955114916549} {"data_time": 0.013007829504203983, "eta_seconds": 35924.197708732994, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3172829994863893, "fast_rcnn/fg_cls_accuracy": 0.6650470219435736, "iteration": 206579, "loss_box_reg": 0.2181057003326714, "loss_cls": 0.19385012844577432, "loss_mask": 0.24940646858885884, "loss_rpn_cls": 0.03882000205339864, "loss_rpn_loc": 0.07023955974727869, "loss_sem_seg": 0.30399337061680853, "lr": 0.02, "mask_rcnn/accuracy": 0.8847103854976832, "mask_rcnn/false_negative": 0.0899212118487897, "mask_rcnn/false_positive": 0.1375658370474684, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5726879155045026, "total_loss": 1.0867681028175866} {"data_time": 0.013070724009594414, "eta_seconds": 35901.33620142689, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3223368630645307, "fast_rcnn/fg_cls_accuracy": 0.6316808133569629, "iteration": 206599, "loss_box_reg": 0.22262453194707632, "loss_cls": 0.203360665589571, "loss_mask": 0.2415386438369751, "loss_rpn_cls": 0.04331833317701239, "loss_rpn_loc": 0.08366295142332092, "loss_sem_seg": 0.3136823964305222, "lr": 0.02, "mask_rcnn/accuracy": 0.8938775510204082, "mask_rcnn/false_negative": 0.10131633031769365, "mask_rcnn/false_positive": 0.09784715565914238, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5643683099988266, "total_loss": 1.1275097477482632} {"data_time": 0.012978003003809135, "eta_seconds": 35877.675795885756, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.24463658573828065, "fast_rcnn/fg_cls_accuracy": 0.7134237107921318, "iteration": 206619, "loss_box_reg": 0.22743706195615232, "loss_cls": 0.20786575274541974, "loss_mask": 0.23892501462250948, "loss_rpn_cls": 0.04558708125841804, "loss_rpn_loc": 0.07044824940385297, "loss_sem_seg": 0.33729226095601916, "lr": 0.02, "mask_rcnn/accuracy": 0.9062385074790772, "mask_rcnn/false_negative": 0.07853717930612511, "mask_rcnn/false_positive": 0.10245791175164712, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5653374245084706, "total_loss": 1.170583008104586} {"data_time": 0.012125695997383446, "eta_seconds": 35872.5758136995, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.37628424657534243, "fast_rcnn/fg_cls_accuracy": 0.5515123663101604, "iteration": 206639, "loss_box_reg": 0.2243919507600367, "loss_cls": 0.2130895759910345, "loss_mask": 0.24383743619546294, "loss_rpn_cls": 0.040804065989505034, "loss_rpn_loc": 0.07231977744959295, "loss_sem_seg": 0.3069679387845099, "lr": 0.02, "mask_rcnn/accuracy": 0.8925381374140565, "mask_rcnn/false_negative": 0.0805470487611525, "mask_rcnn/false_positive": 0.12935301980245414, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 241.0, "rpn/num_pos_anchors": 15.0, "time": 0.563053261503228, "total_loss": 1.1009768052608706} {"data_time": 0.011852847492264118, "eta_seconds": 35855.03325266562, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.26348997699638516, "fast_rcnn/fg_cls_accuracy": 0.6904054123315053, "iteration": 206659, "loss_box_reg": 0.23758517624810338, "loss_cls": 0.20400087349116802, "loss_mask": 0.24957803916186094, "loss_rpn_cls": 0.040828133875038475, "loss_rpn_loc": 0.09631568467011675, "loss_sem_seg": 0.2793976168613881, "lr": 0.02, "mask_rcnn/accuracy": 0.8992388505681602, "mask_rcnn/false_negative": 0.10668422973589216, "mask_rcnn/false_positive": 0.1001674516273302, "roi_head/num_bg_samples": 462.5, "roi_head/num_fg_samples": 49.5, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5778881820006063, "total_loss": 1.1224803081568098} {"data_time": 0.011887933491379954, "eta_seconds": 35838.06868662234, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.34838709677419355, "fast_rcnn/fg_cls_accuracy": 0.6081548415885765, "iteration": 206679, "loss_box_reg": 0.23593124630860984, "loss_cls": 0.20261249062605202, "loss_mask": 0.25192795041948557, "loss_rpn_cls": 0.04265805607428774, "loss_rpn_loc": 0.07548770611174405, "loss_sem_seg": 0.29461628990247846, "lr": 0.02, "mask_rcnn/accuracy": 0.8795816140663916, "mask_rcnn/false_negative": 0.11788738765282289, "mask_rcnn/false_positive": 0.11482037019049435, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5695290134972311, "total_loss": 1.1118364105350338} {"data_time": 0.012352522506262176, "eta_seconds": 35832.390709445484, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.2883053954950236, "fast_rcnn/fg_cls_accuracy": 0.6861413043478262, "iteration": 206699, "loss_box_reg": 0.22308517014607787, "loss_cls": 0.20602502371184528, "loss_mask": 0.24422580655664206, "loss_rpn_cls": 0.046848181140376255, "loss_rpn_loc": 0.07221811191993766, "loss_sem_seg": 0.30240544816479087, "lr": 0.02, "mask_rcnn/accuracy": 0.8949892928615412, "mask_rcnn/false_negative": 0.09285189727462677, "mask_rcnn/false_positive": 0.12748561669848987, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5604842880056822, "total_loss": 1.0811468128522392} {"data_time": 0.012740288992063142, "eta_seconds": 35812.870909316225, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.37162793803418803, "fast_rcnn/fg_cls_accuracy": 0.5791288566243195, "iteration": 206719, "loss_box_reg": 0.23722805827856064, "loss_cls": 0.21201155963353813, "loss_mask": 0.252925549633801, "loss_rpn_cls": 0.04105076249106787, "loss_rpn_loc": 0.07428148027975112, "loss_sem_seg": 0.302879327442497, "lr": 0.02, "mask_rcnn/accuracy": 0.893767586319278, "mask_rcnn/false_negative": 0.07868908025466684, "mask_rcnn/false_positive": 0.13354603445432833, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5630894740024814, "total_loss": 1.1707267242018133} {"data_time": 0.011787550996814389, "eta_seconds": 35815.95963684986, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.3449541823308271, "fast_rcnn/fg_cls_accuracy": 0.637330754352031, "iteration": 206739, "loss_box_reg": 0.24467399623245, "loss_cls": 0.21405787602998316, "loss_mask": 0.24742915108799934, "loss_rpn_cls": 0.046467040781863034, "loss_rpn_loc": 0.07459801566437818, "loss_sem_seg": 0.30318531952798367, "lr": 0.02, "mask_rcnn/accuracy": 0.9018615805697279, "mask_rcnn/false_negative": 0.07496179939692361, "mask_rcnn/false_positive": 0.11764194919212179, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5779280619972269, "total_loss": 1.1575990300334524} {"data_time": 0.013734590000240132, "eta_seconds": 35815.65892881411, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.33726630186958506, "fast_rcnn/fg_cls_accuracy": 0.6385430084442536, "iteration": 206759, "loss_box_reg": 0.2383253606967628, "loss_cls": 0.20710464660078287, "loss_mask": 0.25644970405846834, "loss_rpn_cls": 0.040902045016991906, "loss_rpn_loc": 0.07830466271843761, "loss_sem_seg": 0.30404289858415723, "lr": 0.02, "mask_rcnn/accuracy": 0.8987316700873897, "mask_rcnn/false_negative": 0.09978668940346526, "mask_rcnn/false_positive": 0.09997597078608719, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5773375750068226, "total_loss": 1.1272553642193088} {"data_time": 0.012680316496698651, "eta_seconds": 35799.40972524739, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.2937254901960784, "fast_rcnn/fg_cls_accuracy": 0.6450906120023767, "iteration": 206779, "loss_box_reg": 0.23956205788999796, "loss_cls": 0.20007740799337626, "loss_mask": 0.25447736820206046, "loss_rpn_cls": 0.04208848702546675, "loss_rpn_loc": 0.06389737887366209, "loss_sem_seg": 0.32812847197055817, "lr": 0.02, "mask_rcnn/accuracy": 0.8898666844038229, "mask_rcnn/false_negative": 0.07949927676577775, "mask_rcnn/false_positive": 0.12363863893602065, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5612307804913144, "total_loss": 1.1004122088197619} {"data_time": 0.01320390099863289, "eta_seconds": 35793.00548631395, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.3239268680445151, "fast_rcnn/fg_cls_accuracy": 0.6617647058823529, "iteration": 206799, "loss_box_reg": 0.2064930945634842, "loss_cls": 0.19573124079033732, "loss_mask": 0.24567755172029138, "loss_rpn_cls": 0.04268185782711953, "loss_rpn_loc": 0.07709900816553272, "loss_sem_seg": 0.32190778432413936, "lr": 0.02, "mask_rcnn/accuracy": 0.8866033425829704, "mask_rcnn/false_negative": 0.0917371310422526, "mask_rcnn/false_positive": 0.12176028346595633, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5614840689959237, "total_loss": 1.07902926573297} {"data_time": 0.01298724200023571, "eta_seconds": 35751.49360009005, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.34212662337662336, "fast_rcnn/fg_cls_accuracy": 0.6383304195804196, "iteration": 206819, "loss_box_reg": 0.2244007927365601, "loss_cls": 0.20805894606746733, "loss_mask": 0.24939319677650928, "loss_rpn_cls": 0.04115453363920096, "loss_rpn_loc": 0.06815409060800448, "loss_sem_seg": 0.31999715650454164, "lr": 0.02, "mask_rcnn/accuracy": 0.8896875207063344, "mask_rcnn/false_negative": 0.08605974988279114, "mask_rcnn/false_positive": 0.1303393271532674, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5594449739946867, "total_loss": 1.1479597788420506} {"data_time": 0.012347789503110107, "eta_seconds": 35746.47996494304, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.26469942957437476, "fast_rcnn/fg_cls_accuracy": 0.6647659063625451, "iteration": 206839, "loss_box_reg": 0.22024169052019715, "loss_cls": 0.20353561057709157, "loss_mask": 0.2542182691395283, "loss_rpn_cls": 0.04075610643485561, "loss_rpn_loc": 0.07427149801515043, "loss_sem_seg": 0.29704913031309843, "lr": 0.02, "mask_rcnn/accuracy": 0.8966164102359694, "mask_rcnn/false_negative": 0.08572019933861028, "mask_rcnn/false_positive": 0.11568856669900303, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 235.25, "rpn/num_pos_anchors": 20.75, "time": 0.5653204685004312, "total_loss": 1.1060361401177943} {"data_time": 0.012635882500035223, "eta_seconds": 35735.16080281295, "fast_rcnn/cls_accuracy": 0.91064453125, "fast_rcnn/false_negative": 0.3462328767123287, "fast_rcnn/fg_cls_accuracy": 0.6075206611570247, "iteration": 206859, "loss_box_reg": 0.22019333112984896, "loss_cls": 0.21728166518732905, "loss_mask": 0.2615567119792104, "loss_rpn_cls": 0.03759438989800401, "loss_rpn_loc": 0.07027321821078658, "loss_sem_seg": 0.3059762348420918, "lr": 0.02, "mask_rcnn/accuracy": 0.8763666307631534, "mask_rcnn/false_negative": 0.10606559533802581, "mask_rcnn/false_positive": 0.13776297102177137, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.5647395295018214, "total_loss": 1.1565637950843666} {"data_time": 0.012166678498033434, "eta_seconds": 35732.59169427427, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.40465872156013, "fast_rcnn/fg_cls_accuracy": 0.59534127843987, "iteration": 206879, "loss_box_reg": 0.2386908270418644, "loss_cls": 0.2224974250420928, "loss_mask": 0.25980242108926177, "loss_rpn_cls": 0.04032504465430975, "loss_rpn_loc": 0.07562335499096662, "loss_sem_seg": 0.3119258279912174, "lr": 0.02, "mask_rcnn/accuracy": 0.8962138741714635, "mask_rcnn/false_negative": 0.09065136583988595, "mask_rcnn/false_positive": 0.10029490720569124, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5667440589968464, "total_loss": 1.1396192113897996} {"data_time": 0.012733275005302858, "eta_seconds": 35747.065638008586, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.3275862068965517, "fast_rcnn/fg_cls_accuracy": 0.6724137931034482, "iteration": 206899, "loss_box_reg": 0.23994812299497426, "loss_cls": 0.20969856483861804, "loss_mask": 0.24866632465273142, "loss_rpn_cls": 0.03947017402970232, "loss_rpn_loc": 0.07747692422708496, "loss_sem_seg": 0.3251747409813106, "lr": 0.02, "mask_rcnn/accuracy": 0.8985511753962669, "mask_rcnn/false_negative": 0.09521341441879944, "mask_rcnn/false_positive": 0.12629529990255017, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5768465129949618, "total_loss": 1.136568941292353} {"data_time": 0.012494059505115729, "eta_seconds": 35733.12343725738, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.32763448158832514, "fast_rcnn/fg_cls_accuracy": 0.6572606214331008, "iteration": 206919, "loss_box_reg": 0.228315336862579, "loss_cls": 0.20811443438287824, "loss_mask": 0.2557064825668931, "loss_rpn_cls": 0.04613215662539005, "loss_rpn_loc": 0.07698225829517469, "loss_sem_seg": 0.32068074494600296, "lr": 0.02, "mask_rcnn/accuracy": 0.8769224325967564, "mask_rcnn/false_negative": 0.08097643413570266, "mask_rcnn/false_positive": 0.14310941953248096, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5582523284974741, "total_loss": 1.104708678991301} {"data_time": 0.012609790996066295, "eta_seconds": 35717.55125321254, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.2701048951048951, "fast_rcnn/fg_cls_accuracy": 0.7001748251748252, "iteration": 206939, "loss_box_reg": 0.23380543943494558, "loss_cls": 0.20729653537273407, "loss_mask": 0.2551655685529113, "loss_rpn_cls": 0.047309317043982446, "loss_rpn_loc": 0.0828919496270828, "loss_sem_seg": 0.33366656652651727, "lr": 0.02, "mask_rcnn/accuracy": 0.9032869525040477, "mask_rcnn/false_negative": 0.08470628834928509, "mask_rcnn/false_positive": 0.1430594544474385, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5644103660015389, "total_loss": 1.209424103028141} {"data_time": 0.012190458503027912, "eta_seconds": 35717.13959079607, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.36754918183489615, "fast_rcnn/fg_cls_accuracy": 0.5829594815922524, "iteration": 206959, "loss_box_reg": 0.2228142088279128, "loss_cls": 0.21928144223056734, "loss_mask": 0.2624213104136288, "loss_rpn_cls": 0.04435822641244158, "loss_rpn_loc": 0.08712033415213227, "loss_sem_seg": 0.32044043151836377, "lr": 0.02, "mask_rcnn/accuracy": 0.8940310899109365, "mask_rcnn/false_negative": 0.10891135094898684, "mask_rcnn/false_positive": 0.12185536881313307, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5755424829985714, "total_loss": 1.1501326750731096} {"data_time": 0.013433270498353522, "eta_seconds": 35701.74519536836, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.3077956989247312, "fast_rcnn/fg_cls_accuracy": 0.6596677628805128, "iteration": 206979, "loss_box_reg": 0.23735788720659912, "loss_cls": 0.2036631666123867, "loss_mask": 0.24895437620580196, "loss_rpn_cls": 0.03950875796726905, "loss_rpn_loc": 0.08039946743519977, "loss_sem_seg": 0.3313119576778263, "lr": 0.02, "mask_rcnn/accuracy": 0.8984800902278247, "mask_rcnn/false_negative": 0.09638351108711365, "mask_rcnn/false_positive": 0.12025506771673593, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5646325749985408, "total_loss": 1.1783143876236863} {"data_time": 0.013152295498002786, "eta_seconds": 35692.799546322065, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.2688572471705002, "fast_rcnn/fg_cls_accuracy": 0.7049249630099346, "iteration": 206999, "loss_box_reg": 0.2176225185394287, "loss_cls": 0.20158074889332056, "loss_mask": 0.25059824902564287, "loss_rpn_cls": 0.04557140253018588, "loss_rpn_loc": 0.07577886962099001, "loss_sem_seg": 0.3139416854828596, "lr": 0.02, "mask_rcnn/accuracy": 0.879545403687791, "mask_rcnn/false_negative": 0.11415570130746318, "mask_rcnn/false_positive": 0.12290609775526677, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.566387388498697, "total_loss": 1.1599677220438025} {"data_time": 0.012235949499881826, "eta_seconds": 35681.468678702084, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.39388052452646916, "fast_rcnn/fg_cls_accuracy": 0.5817272053372868, "iteration": 207019, "loss_box_reg": 0.2363230837509036, "loss_cls": 0.21820471342653036, "loss_mask": 0.25400589499622583, "loss_rpn_cls": 0.048638748936355114, "loss_rpn_loc": 0.07507418148452416, "loss_sem_seg": 0.32487029558978975, "lr": 0.02, "mask_rcnn/accuracy": 0.9109162081760604, "mask_rcnn/false_negative": 0.07486020766514895, "mask_rcnn/false_positive": 0.10411124456389464, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5715684439928737, "total_loss": 1.1417416556796525} {"data_time": 0.012945822993060574, "eta_seconds": 35667.754863388196, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.2636942460584827, "fast_rcnn/fg_cls_accuracy": 0.6701754385964912, "iteration": 207039, "loss_box_reg": 0.22814513510093093, "loss_cls": 0.22169179609045386, "loss_mask": 0.2610804201103747, "loss_rpn_cls": 0.04167347752081696, "loss_rpn_loc": 0.07816615520277992, "loss_sem_seg": 0.29047958459705114, "lr": 0.02, "mask_rcnn/accuracy": 0.8817456182968577, "mask_rcnn/false_negative": 0.10949030120864664, "mask_rcnn/false_positive": 0.1061944125931045, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5556600950076245, "total_loss": 1.0974244686367456} {"data_time": 0.013057215495791752, "eta_seconds": 35659.063081943525, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3099673202614379, "fast_rcnn/fg_cls_accuracy": 0.6406432748538011, "iteration": 207059, "loss_box_reg": 0.22183979651890695, "loss_cls": 0.19527731742709875, "loss_mask": 0.2422912660986185, "loss_rpn_cls": 0.03828488543513231, "loss_rpn_loc": 0.07750089357432444, "loss_sem_seg": 0.31638377951458097, "lr": 0.02, "mask_rcnn/accuracy": 0.8921687836450792, "mask_rcnn/false_negative": 0.07656084061022678, "mask_rcnn/false_positive": 0.12371494798592626, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5620479589997558, "total_loss": 1.1245561880350579} {"data_time": 0.011858984500577208, "eta_seconds": 35667.631244814205, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.3309811827956989, "fast_rcnn/fg_cls_accuracy": 0.6116279069767442, "iteration": 207079, "loss_box_reg": 0.23492437740787864, "loss_cls": 0.22526290640234947, "loss_mask": 0.25997286941856146, "loss_rpn_cls": 0.0426836017286405, "loss_rpn_loc": 0.09310025302693248, "loss_sem_seg": 0.31680233450606465, "lr": 0.02, "mask_rcnn/accuracy": 0.8762949290293041, "mask_rcnn/false_negative": 0.1094337759646119, "mask_rcnn/false_positive": 0.16588252998005798, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.5684550309961196, "total_loss": 1.185167110299517} {"data_time": 0.012953918499988504, "eta_seconds": 35656.293970694336, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.36928530092592593, "fast_rcnn/fg_cls_accuracy": 0.6266381766381766, "iteration": 207099, "loss_box_reg": 0.22748053586110473, "loss_cls": 0.21603416791185737, "loss_mask": 0.25182226207107306, "loss_rpn_cls": 0.0339412249304587, "loss_rpn_loc": 0.06899076208355837, "loss_sem_seg": 0.2933574873022735, "lr": 0.02, "mask_rcnn/accuracy": 0.8857056494472789, "mask_rcnn/false_negative": 0.10855723522501184, "mask_rcnn/false_positive": 0.11981885777570503, "roi_head/num_bg_samples": 423.75, "roi_head/num_fg_samples": 88.25, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5673039890025393, "total_loss": 1.1144308326329337} {"data_time": 0.012576152999827173, "eta_seconds": 35627.42248764906, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.27744708994708994, "fast_rcnn/fg_cls_accuracy": 0.6487749169435215, "iteration": 207119, "loss_box_reg": 0.22431872272863984, "loss_cls": 0.19710180326364934, "loss_mask": 0.2455232199281454, "loss_rpn_cls": 0.04336653809878044, "loss_rpn_loc": 0.08604393151472323, "loss_sem_seg": 0.3073689112206921, "lr": 0.02, "mask_rcnn/accuracy": 0.8887866947151994, "mask_rcnn/false_negative": 0.0944217623496647, "mask_rcnn/false_positive": 0.13217921105787905, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5597821615010616, "total_loss": 1.0730501063226257} {"data_time": 0.012273003500013147, "eta_seconds": 35613.739285903495, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.27710027100271006, "fast_rcnn/fg_cls_accuracy": 0.7091362041791651, "iteration": 207139, "loss_box_reg": 0.22806113434489816, "loss_cls": 0.21561624482274055, "loss_mask": 0.24381426256150007, "loss_rpn_cls": 0.0392852755903732, "loss_rpn_loc": 0.07450120920839254, "loss_sem_seg": 0.31940078642219305, "lr": 0.02, "mask_rcnn/accuracy": 0.8969196752738013, "mask_rcnn/false_negative": 0.07912348083998978, "mask_rcnn/false_positive": 0.12260662951274473, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 237.75, "rpn/num_pos_anchors": 18.25, "time": 0.574721729994053, "total_loss": 1.0927902145631379} {"data_time": 0.012592181497893762, "eta_seconds": 35605.98207334212, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.3615923867640115, "fast_rcnn/fg_cls_accuracy": 0.6271246652456687, "iteration": 207159, "loss_box_reg": 0.23151927907019854, "loss_cls": 0.20351750077679753, "loss_mask": 0.24197517056018114, "loss_rpn_cls": 0.033114908466814086, "loss_rpn_loc": 0.07568720090785064, "loss_sem_seg": 0.3212412022985518, "lr": 0.02, "mask_rcnn/accuracy": 0.8902976926170612, "mask_rcnn/false_negative": 0.09774253238519838, "mask_rcnn/false_positive": 0.13668889955137886, "roi_head/num_bg_samples": 429.0, "roi_head/num_fg_samples": 83.0, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.5722252239938825, "total_loss": 1.1144260842047515} {"data_time": 0.012745925501803868, "eta_seconds": 35587.325184028356, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.383723054439167, "fast_rcnn/fg_cls_accuracy": 0.6005663134819146, "iteration": 207179, "loss_box_reg": 0.2339254547841847, "loss_cls": 0.2152752468828112, "loss_mask": 0.25731931114569306, "loss_rpn_cls": 0.04241810920939315, "loss_rpn_loc": 0.08450162556255236, "loss_sem_seg": 0.2871320308186114, "lr": 0.02, "mask_rcnn/accuracy": 0.8865575710419418, "mask_rcnn/false_negative": 0.09871013184774756, "mask_rcnn/false_positive": 0.11025539519526373, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.5630824965046486, "total_loss": 1.1402160119469045} {"data_time": 0.013389444000495132, "eta_seconds": 35582.09569896867, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.2211111111111111, "fast_rcnn/fg_cls_accuracy": 0.7456410256410256, "iteration": 207199, "loss_box_reg": 0.24598114006221294, "loss_cls": 0.20576754584908485, "loss_mask": 0.24986180756241083, "loss_rpn_cls": 0.04522264079423621, "loss_rpn_loc": 0.09963641123613343, "loss_sem_seg": 0.32495833933353424, "lr": 0.02, "mask_rcnn/accuracy": 0.9037348167478001, "mask_rcnn/false_negative": 0.08390232677300717, "mask_rcnn/false_positive": 0.10555504243329578, "roi_head/num_bg_samples": 432.75, "roi_head/num_fg_samples": 79.25, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.5701492895022966, "total_loss": 1.1591065771062858} {"data_time": 0.012481253499572631, "eta_seconds": 35565.783867447695, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.3394142670157068, "fast_rcnn/fg_cls_accuracy": 0.6417410714285714, "iteration": 207219, "loss_box_reg": 0.217790198745206, "loss_cls": 0.20845880173146725, "loss_mask": 0.25416808389127254, "loss_rpn_cls": 0.043181964283576235, "loss_rpn_loc": 0.06739728836691938, "loss_sem_seg": 0.3028025268577039, "lr": 0.02, "mask_rcnn/accuracy": 0.883821036303785, "mask_rcnn/false_negative": 0.09388736525881733, "mask_rcnn/false_positive": 0.12209861304170816, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.5666013500012923, "total_loss": 1.0591540388631984} {"data_time": 0.011977463494986296, "eta_seconds": 35554.45375678764, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.2766564546164474, "fast_rcnn/fg_cls_accuracy": 0.6854464539342866, "iteration": 207239, "loss_box_reg": 0.21605524327605963, "loss_cls": 0.19844339310657233, "loss_mask": 0.2354812934063375, "loss_rpn_cls": 0.049042367027141154, "loss_rpn_loc": 0.06971876526949927, "loss_sem_seg": 0.3097911912482232, "lr": 0.02, "mask_rcnn/accuracy": 0.9078771979088665, "mask_rcnn/false_negative": 0.08129167578165211, "mask_rcnn/false_positive": 0.10935130307184132, "roi_head/num_bg_samples": 458.0, "roi_head/num_fg_samples": 54.0, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5679889534949325, "total_loss": 1.1324766188045032} {"data_time": 0.011624555998423602, "eta_seconds": 35554.96855054778, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.32461679620034545, "fast_rcnn/fg_cls_accuracy": 0.6384077024205398, "iteration": 207259, "loss_box_reg": 0.22930020559579134, "loss_cls": 0.20766326040029526, "loss_mask": 0.24693269468843937, "loss_rpn_cls": 0.038794495521869976, "loss_rpn_loc": 0.08284427999751642, "loss_sem_seg": 0.29242014000192285, "lr": 0.02, "mask_rcnn/accuracy": 0.8823191731217898, "mask_rcnn/false_negative": 0.10106163721052851, "mask_rcnn/false_positive": 0.114281120773674, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5706477345011081, "total_loss": 1.082005208474584} {"data_time": 0.013553050499467645, "eta_seconds": 35537.9895549417, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.36893203883495146, "fast_rcnn/fg_cls_accuracy": 0.599787441833745, "iteration": 207279, "loss_box_reg": 0.23251534532755613, "loss_cls": 0.20216674311086535, "loss_mask": 0.24806874431669712, "loss_rpn_cls": 0.039855250128312036, "loss_rpn_loc": 0.06456371140666306, "loss_sem_seg": 0.316090552136302, "lr": 0.02, "mask_rcnn/accuracy": 0.891296864274165, "mask_rcnn/false_negative": 0.083671144878782, "mask_rcnn/false_positive": 0.1262757450201606, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5597011810023105, "total_loss": 1.1107769525842741} {"data_time": 0.01196462750522187, "eta_seconds": 35520.46342480747, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.33591196895424835, "fast_rcnn/fg_cls_accuracy": 0.6459578804347825, "iteration": 207299, "loss_box_reg": 0.2199616488069296, "loss_cls": 0.19993124017491937, "loss_mask": 0.23338544182479382, "loss_rpn_cls": 0.03746378731011646, "loss_rpn_loc": 0.08372786571271718, "loss_sem_seg": 0.31486346619203687, "lr": 0.02, "mask_rcnn/accuracy": 0.903562883164998, "mask_rcnn/false_negative": 0.09333028035218091, "mask_rcnn/false_positive": 0.09319215502149952, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5564871054957621, "total_loss": 1.0210680608943221} {"data_time": 0.013269734001369216, "eta_seconds": 35512.43679081524, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.3015524506542471, "fast_rcnn/fg_cls_accuracy": 0.6511648236373968, "iteration": 207319, "loss_box_reg": 0.22633386496454477, "loss_cls": 0.19531650515273213, "loss_mask": 0.2408459992147982, "loss_rpn_cls": 0.035062122318777256, "loss_rpn_loc": 0.07307855432736687, "loss_sem_seg": 0.2537977257743478, "lr": 0.02, "mask_rcnn/accuracy": 0.9052071402540608, "mask_rcnn/false_negative": 0.09337524593535836, "mask_rcnn/false_positive": 0.09402280660112441, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5762411140021868, "total_loss": 1.0331904212216614} {"data_time": 0.012300406502617989, "eta_seconds": 35501.10562609521, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.23590733590733592, "fast_rcnn/fg_cls_accuracy": 0.7000567000567001, "iteration": 207339, "loss_box_reg": 0.25844839960336685, "loss_cls": 0.2418708372861147, "loss_mask": 0.25851629953831434, "loss_rpn_cls": 0.044904567883349955, "loss_rpn_loc": 0.08403577594435774, "loss_sem_seg": 0.2834739403333515, "lr": 0.02, "mask_rcnn/accuracy": 0.9157840078599007, "mask_rcnn/false_negative": 0.06285578772096198, "mask_rcnn/false_positive": 0.11667890270265659, "roi_head/num_bg_samples": 463.25, "roi_head/num_fg_samples": 48.75, "rpn/num_neg_anchors": 238.0, "rpn/num_pos_anchors": 18.0, "time": 0.5656028169978526, "total_loss": 1.1726733378018253} {"data_time": 0.012364625501504634, "eta_seconds": 35484.07356647698, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.365734011627907, "fast_rcnn/fg_cls_accuracy": 0.5783096926713949, "iteration": 207359, "loss_box_reg": 0.2338321073912084, "loss_cls": 0.22062171762809157, "loss_mask": 0.2594556426629424, "loss_rpn_cls": 0.04946342500625178, "loss_rpn_loc": 0.09759920148644596, "loss_sem_seg": 0.3166847787797451, "lr": 0.02, "mask_rcnn/accuracy": 0.8910898855666298, "mask_rcnn/false_negative": 0.1119203359984102, "mask_rcnn/false_positive": 0.1331503969181695, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5678696690010838, "total_loss": 1.1873647203028668} {"data_time": 0.01205264350573998, "eta_seconds": 35460.09452961572, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.23855218855218854, "fast_rcnn/fg_cls_accuracy": 0.7304819277108434, "iteration": 207379, "loss_box_reg": 0.20465592574328184, "loss_cls": 0.17456241021864116, "loss_mask": 0.2518970291130245, "loss_rpn_cls": 0.03132680607086513, "loss_rpn_loc": 0.06930499116424471, "loss_sem_seg": 0.2823422672227025, "lr": 0.02, "mask_rcnn/accuracy": 0.8817322843063724, "mask_rcnn/false_negative": 0.09962796615152088, "mask_rcnn/false_positive": 0.1266841789371804, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5593502025003545, "total_loss": 1.0733023545471951} {"data_time": 0.011586886997974943, "eta_seconds": 35457.00870589363, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.32441908836988176, "fast_rcnn/fg_cls_accuracy": 0.6431725948913822, "iteration": 207399, "loss_box_reg": 0.22176599595695734, "loss_cls": 0.1935118508990854, "loss_mask": 0.24454358499497175, "loss_rpn_cls": 0.037469891394721344, "loss_rpn_loc": 0.07333001052029431, "loss_sem_seg": 0.27649822016246617, "lr": 0.02, "mask_rcnn/accuracy": 0.8829470461603613, "mask_rcnn/false_negative": 0.11011016290295449, "mask_rcnn/false_positive": 0.126661626242457, "roi_head/num_bg_samples": 431.25, "roi_head/num_fg_samples": 80.75, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.5630769790077466, "total_loss": 1.0547814437086345} {"data_time": 0.012528481500339694, "eta_seconds": 35445.87492690072, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.298936170212766, "fast_rcnn/fg_cls_accuracy": 0.6754255319148936, "iteration": 207419, "loss_box_reg": 0.24658268271014094, "loss_cls": 0.20726477541029453, "loss_mask": 0.25104261841624975, "loss_rpn_cls": 0.040622437256388366, "loss_rpn_loc": 0.0811182955512777, "loss_sem_seg": 0.28422580822370946, "lr": 0.02, "mask_rcnn/accuracy": 0.8886656679557376, "mask_rcnn/false_negative": 0.08538469926234782, "mask_rcnn/false_positive": 0.11995758390210653, "roi_head/num_bg_samples": 430.75, "roi_head/num_fg_samples": 81.25, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5699336664984003, "total_loss": 1.1081362421391532} {"data_time": 0.01272608100407524, "eta_seconds": 35434.00927848814, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.35121602288984266, "fast_rcnn/fg_cls_accuracy": 0.6223175965665236, "iteration": 207439, "loss_box_reg": 0.23263287404552102, "loss_cls": 0.20490147219970822, "loss_mask": 0.244691276922822, "loss_rpn_cls": 0.04402463245787658, "loss_rpn_loc": 0.08025890751741827, "loss_sem_seg": 0.31820779177360237, "lr": 0.02, "mask_rcnn/accuracy": 0.8949112637031164, "mask_rcnn/false_negative": 0.09006951116454612, "mask_rcnn/false_positive": 0.107893393628576, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5615653889981331, "total_loss": 1.1326499001588672} {"data_time": 0.012055532999511342, "eta_seconds": 35410.225004592714, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.32830611990527236, "fast_rcnn/fg_cls_accuracy": 0.6352644166888122, "iteration": 207459, "loss_box_reg": 0.21040696161799133, "loss_cls": 0.19297068030573428, "loss_mask": 0.24929933343082666, "loss_rpn_cls": 0.039189034374430776, "loss_rpn_loc": 0.06885545501427259, "loss_sem_seg": 0.27643340174108744, "lr": 0.02, "mask_rcnn/accuracy": 0.8834486841985003, "mask_rcnn/false_negative": 0.09242321798852804, "mask_rcnn/false_positive": 0.12486255549666256, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5603618574969005, "total_loss": 1.0498869928196655} {"data_time": 0.013178889494156465, "eta_seconds": 35397.72245243302, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.27871014145288897, "fast_rcnn/fg_cls_accuracy": 0.6843522757877727, "iteration": 207479, "loss_box_reg": 0.2153904759325087, "loss_cls": 0.19301758997607976, "loss_mask": 0.24167196173220873, "loss_rpn_cls": 0.03731686878018081, "loss_rpn_loc": 0.06998269891482778, "loss_sem_seg": 0.29272173112258315, "lr": 0.02, "mask_rcnn/accuracy": 0.8891550258780356, "mask_rcnn/false_negative": 0.09411188324346854, "mask_rcnn/false_positive": 0.12392440351915707, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5580340980013716, "total_loss": 1.051849476636562} {"data_time": 0.012501396995503455, "eta_seconds": 35382.64411335951, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.32412054818435754, "fast_rcnn/fg_cls_accuracy": 0.6560857856016815, "iteration": 207499, "loss_box_reg": 0.22558309324085712, "loss_cls": 0.20809143758378923, "loss_mask": 0.23931958572939038, "loss_rpn_cls": 0.05039853758353274, "loss_rpn_loc": 0.07537970319390297, "loss_sem_seg": 0.2946015167981386, "lr": 0.02, "mask_rcnn/accuracy": 0.8949542610012755, "mask_rcnn/false_negative": 0.08147345489873763, "mask_rcnn/false_positive": 0.11626296206235784, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.5477844720007852, "total_loss": 1.1144042318046559} {"data_time": 0.011827590504253749, "eta_seconds": 35368.25771800453, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.24695121951219512, "fast_rcnn/fg_cls_accuracy": 0.640788013318535, "iteration": 207519, "loss_box_reg": 0.230772671289742, "loss_cls": 0.20633725030347705, "loss_mask": 0.24876693822443485, "loss_rpn_cls": 0.0396588105650153, "loss_rpn_loc": 0.07638499303720891, "loss_sem_seg": 0.28720960207283497, "lr": 0.02, "mask_rcnn/accuracy": 0.8856860846967864, "mask_rcnn/false_negative": 0.08948603593562034, "mask_rcnn/false_positive": 0.12062710999659643, "roi_head/num_bg_samples": 430.0, "roi_head/num_fg_samples": 82.0, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5540075180033455, "total_loss": 1.0849449010274839} {"data_time": 0.011893055998370983, "eta_seconds": 35385.55849977068, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.2838225177711534, "fast_rcnn/fg_cls_accuracy": 0.703203607024205, "iteration": 207539, "loss_box_reg": 0.2426563675981015, "loss_cls": 0.20929824886843562, "loss_mask": 0.2451929277740419, "loss_rpn_cls": 0.034675649760174565, "loss_rpn_loc": 0.0770925641991198, "loss_sem_seg": 0.28743306919932365, "lr": 0.02, "mask_rcnn/accuracy": 0.8974287175807822, "mask_rcnn/false_negative": 0.08546106485869892, "mask_rcnn/false_positive": 0.12767777321021795, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5778498379950179, "total_loss": 1.1345188400300685} {"data_time": 0.012012314000457991, "eta_seconds": 35358.16678947534, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3234775641025641, "fast_rcnn/fg_cls_accuracy": 0.6649122807017543, "iteration": 207559, "loss_box_reg": 0.22202223190106452, "loss_cls": 0.20295324234757572, "loss_mask": 0.24131884844973683, "loss_rpn_cls": 0.03593226926204807, "loss_rpn_loc": 0.0638672579661943, "loss_sem_seg": 0.33741160947829485, "lr": 0.02, "mask_rcnn/accuracy": 0.8871346008901813, "mask_rcnn/false_negative": 0.10709942019698473, "mask_rcnn/false_positive": 0.11897622865056764, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5633949370021583, "total_loss": 1.1084114098848659} {"data_time": 0.012911581499793101, "eta_seconds": 35337.355053519364, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.29398762157382846, "fast_rcnn/fg_cls_accuracy": 0.6623655913978495, "iteration": 207579, "loss_box_reg": 0.23665839852765203, "loss_cls": 0.2130625993013382, "loss_mask": 0.2491745357401669, "loss_rpn_cls": 0.04118996394390706, "loss_rpn_loc": 0.06683596025686711, "loss_sem_seg": 0.30010577570647, "lr": 0.02, "mask_rcnn/accuracy": 0.9057225573766771, "mask_rcnn/false_negative": 0.07850007827659379, "mask_rcnn/false_positive": 0.09464839923403459, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.574788546502532, "total_loss": 1.138779035944026} {"data_time": 0.012066396491718479, "eta_seconds": 35322.972581443966, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.3084415584415584, "fast_rcnn/fg_cls_accuracy": 0.6792711598746082, "iteration": 207599, "loss_box_reg": 0.22765849682036787, "loss_cls": 0.19635701877996325, "loss_mask": 0.24374034069478512, "loss_rpn_cls": 0.03952390821359586, "loss_rpn_loc": 0.0739328693744028, "loss_sem_seg": 0.29783407086506486, "lr": 0.02, "mask_rcnn/accuracy": 0.9006461311797447, "mask_rcnn/false_negative": 0.09223101326346414, "mask_rcnn/false_positive": 0.11709839768353447, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.562297957498231, "total_loss": 1.0928471123079362} {"data_time": 0.012954567995620891, "eta_seconds": 35305.63202962417, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.3830555555555556, "fast_rcnn/fg_cls_accuracy": 0.5748148148148149, "iteration": 207619, "loss_box_reg": 0.22482145065441728, "loss_cls": 0.19371149502694607, "loss_mask": 0.2409530095756054, "loss_rpn_cls": 0.03855711847063503, "loss_rpn_loc": 0.07028350856853649, "loss_sem_seg": 0.2751561899203807, "lr": 0.02, "mask_rcnn/accuracy": 0.8928832692497288, "mask_rcnn/false_negative": 0.08570230117736444, "mask_rcnn/false_positive": 0.13406622290533146, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5588070114972652, "total_loss": 1.0759006175212562} {"data_time": 0.013769998004136141, "eta_seconds": 35300.330013163686, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.30602543928665094, "fast_rcnn/fg_cls_accuracy": 0.6396538158929976, "iteration": 207639, "loss_box_reg": 0.22521158796735108, "loss_cls": 0.19983275281265378, "loss_mask": 0.2495515337213874, "loss_rpn_cls": 0.039367192366626114, "loss_rpn_loc": 0.07598632073495537, "loss_sem_seg": 0.29751704283989966, "lr": 0.02, "mask_rcnn/accuracy": 0.8926249615699939, "mask_rcnn/false_negative": 0.078981901194122, "mask_rcnn/false_positive": 0.12984429757124494, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5666462045046501, "total_loss": 1.0995240134070627} {"data_time": 0.012017806999210734, "eta_seconds": 35270.4082002298, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.3416815742397138, "fast_rcnn/fg_cls_accuracy": 0.5859623805732483, "iteration": 207659, "loss_box_reg": 0.21134555246680975, "loss_cls": 0.18473861675010994, "loss_mask": 0.23057381249964237, "loss_rpn_cls": 0.033148716185678495, "loss_rpn_loc": 0.06518192414660007, "loss_sem_seg": 0.27999994438141584, "lr": 0.02, "mask_rcnn/accuracy": 0.8991461541149652, "mask_rcnn/false_negative": 0.07886418995125188, "mask_rcnn/false_positive": 0.10609288152944135, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5473179449982126, "total_loss": 1.0036479149857769} {"data_time": 0.012536457004898693, "eta_seconds": 35242.5696862084, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.26372549019607844, "fast_rcnn/fg_cls_accuracy": 0.702338766832034, "iteration": 207679, "loss_box_reg": 0.22241013403981924, "loss_cls": 0.2070222127949819, "loss_mask": 0.24884417187422514, "loss_rpn_cls": 0.03914096133667044, "loss_rpn_loc": 0.07657529530115426, "loss_sem_seg": 0.2926698497030884, "lr": 0.02, "mask_rcnn/accuracy": 0.9004649502375767, "mask_rcnn/false_negative": 0.07915396589182429, "mask_rcnn/false_positive": 0.11731901624599447, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.5623636425007135, "total_loss": 1.098192980949534} {"data_time": 0.012196436000522226, "eta_seconds": 35252.52032395684, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.30350877192982456, "fast_rcnn/fg_cls_accuracy": 0.6785832505792784, "iteration": 207699, "loss_box_reg": 0.21959249721840024, "loss_cls": 0.20323388185352087, "loss_mask": 0.24593886686488986, "loss_rpn_cls": 0.03857866151520284, "loss_rpn_loc": 0.077586684608832, "loss_sem_seg": 0.2914735022932291, "lr": 0.02, "mask_rcnn/accuracy": 0.8954023419352714, "mask_rcnn/false_negative": 0.07945838013461967, "mask_rcnn/false_positive": 0.13219295328176672, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5757098534959368, "total_loss": 1.070009503084293} {"data_time": 0.012457510492822621, "eta_seconds": 35242.509766054296, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.2870031141234658, "fast_rcnn/fg_cls_accuracy": 0.6319135152643939, "iteration": 207719, "loss_box_reg": 0.22341288137249649, "loss_cls": 0.2147051519714296, "loss_mask": 0.23529130406677723, "loss_rpn_cls": 0.035057186483754776, "loss_rpn_loc": 0.07595361332641914, "loss_sem_seg": 0.28156180237419903, "lr": 0.02, "mask_rcnn/accuracy": 0.8888291116830258, "mask_rcnn/false_negative": 0.10344131678769736, "mask_rcnn/false_positive": 0.10798843033023081, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.5684570334997261, "total_loss": 1.0809579829801805} {"data_time": 0.012245294499734882, "eta_seconds": 35243.723592462986, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3262692128551467, "fast_rcnn/fg_cls_accuracy": 0.5840271353684859, "iteration": 207739, "loss_box_reg": 0.22514072712510824, "loss_cls": 0.19076618854887784, "loss_mask": 0.2386796623468399, "loss_rpn_cls": 0.038913944856176386, "loss_rpn_loc": 0.06987171591026708, "loss_sem_seg": 0.2896118201315403, "lr": 0.02, "mask_rcnn/accuracy": 0.8864787824494909, "mask_rcnn/false_negative": 0.08730444694336639, "mask_rcnn/false_positive": 0.144897802192639, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5816360335084028, "total_loss": 1.1464574967394583} {"data_time": 0.012153714502346702, "eta_seconds": 35232.402308322846, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.29289104882459316, "fast_rcnn/fg_cls_accuracy": 0.6890019987914284, "iteration": 207759, "loss_box_reg": 0.20438569108955562, "loss_cls": 0.20270813116803765, "loss_mask": 0.23358732787892222, "loss_rpn_cls": 0.033736104756826535, "loss_rpn_loc": 0.06684640486491844, "loss_sem_seg": 0.26722588390111923, "lr": 0.02, "mask_rcnn/accuracy": 0.894588112486616, "mask_rcnn/false_negative": 0.08334833118913623, "mask_rcnn/false_positive": 0.1191249390725268, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5730568849976407, "total_loss": 1.0078387624234892} {"data_time": 0.011484312999527901, "eta_seconds": 35241.436219318915, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.38930722891566266, "fast_rcnn/fg_cls_accuracy": 0.5839070567986231, "iteration": 207779, "loss_box_reg": 0.2181164773646742, "loss_cls": 0.21122820815071464, "loss_mask": 0.23983121663331985, "loss_rpn_cls": 0.041737753606867045, "loss_rpn_loc": 0.08120170363690704, "loss_sem_seg": 0.3000890985131264, "lr": 0.02, "mask_rcnn/accuracy": 0.8929683282042976, "mask_rcnn/false_negative": 0.09293540376030267, "mask_rcnn/false_positive": 0.1206198573870911, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5799753304963815, "total_loss": 1.0831209961907007} {"data_time": 0.012680676998570561, "eta_seconds": 35240.25091870814, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.2833333333333333, "fast_rcnn/fg_cls_accuracy": 0.7016129032258065, "iteration": 207799, "loss_box_reg": 0.23310104105621576, "loss_cls": 0.20829056552611291, "loss_mask": 0.24371707532554865, "loss_rpn_cls": 0.03438788155472139, "loss_rpn_loc": 0.07686262036440894, "loss_sem_seg": 0.2745385905727744, "lr": 0.02, "mask_rcnn/accuracy": 0.9050123378108965, "mask_rcnn/false_negative": 0.09745624601349637, "mask_rcnn/false_positive": 0.09408298464594936, "roi_head/num_bg_samples": 461.25, "roi_head/num_fg_samples": 50.75, "rpn/num_neg_anchors": 238.25, "rpn/num_pos_anchors": 17.75, "time": 0.568051738991926, "total_loss": 1.0966486321703997} {"data_time": 0.012274653505301103, "eta_seconds": 35232.02322213979, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.4071577014160746, "fast_rcnn/fg_cls_accuracy": 0.5537592351151673, "iteration": 207819, "loss_box_reg": 0.22959609795361757, "loss_cls": 0.19401262619066983, "loss_mask": 0.24947171472012997, "loss_rpn_cls": 0.04204692059647641, "loss_rpn_loc": 0.08675582561409101, "loss_sem_seg": 0.3160231956280768, "lr": 0.02, "mask_rcnn/accuracy": 0.8844868075435302, "mask_rcnn/false_negative": 0.10481336419732458, "mask_rcnn/false_positive": 0.12093171140255729, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.5672391769985552, "total_loss": 1.1318501869754982} {"data_time": 0.012192067501018755, "eta_seconds": 35228.936232837834, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.33213429256594723, "fast_rcnn/fg_cls_accuracy": 0.6483621613347619, "iteration": 207839, "loss_box_reg": 0.2376947575248778, "loss_cls": 0.2113896021619439, "loss_mask": 0.2611880865879357, "loss_rpn_cls": 0.046646925125969574, "loss_rpn_loc": 0.08640066688531078, "loss_sem_seg": 0.2943146266043186, "lr": 0.02, "mask_rcnn/accuracy": 0.885272168932508, "mask_rcnn/false_negative": 0.09705099510189463, "mask_rcnn/false_positive": 0.13594609741894098, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5686163880018285, "total_loss": 1.1501535762508865} {"data_time": 0.012438115503755398, "eta_seconds": 35209.97567415019, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.3631368631368631, "fast_rcnn/fg_cls_accuracy": 0.6132220643939394, "iteration": 207859, "loss_box_reg": 0.2391692791134119, "loss_cls": 0.22199938935227692, "loss_mask": 0.2500122035853565, "loss_rpn_cls": 0.04514672915684059, "loss_rpn_loc": 0.07915702543687075, "loss_sem_seg": 0.3072643303312361, "lr": 0.02, "mask_rcnn/accuracy": 0.8815552803913773, "mask_rcnn/false_negative": 0.09779197351760952, "mask_rcnn/false_positive": 0.13357887490484355, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.5588506759959273, "total_loss": 1.1473272001894657} {"data_time": 0.012304596501053311, "eta_seconds": 35198.64338929023, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.28104898565066794, "fast_rcnn/fg_cls_accuracy": 0.7081255540780143, "iteration": 207879, "loss_box_reg": 0.21884757257066667, "loss_cls": 0.1993098184466362, "loss_mask": 0.2511095963418484, "loss_rpn_cls": 0.03576287685427815, "loss_rpn_loc": 0.07459294330328703, "loss_sem_seg": 0.2791709853336215, "lr": 0.02, "mask_rcnn/accuracy": 0.8996096733847141, "mask_rcnn/false_negative": 0.08257051469546449, "mask_rcnn/false_positive": 0.11479757238310122, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5654080289968988, "total_loss": 1.047209071839461} {"data_time": 0.012398183993354905, "eta_seconds": 35173.46925725919, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.307972177635099, "fast_rcnn/fg_cls_accuracy": 0.6575187969924812, "iteration": 207899, "loss_box_reg": 0.23773808311671019, "loss_cls": 0.21210256638005376, "loss_mask": 0.24123754259198904, "loss_rpn_cls": 0.039883304852992296, "loss_rpn_loc": 0.08127529599005356, "loss_sem_seg": 0.3110163677483797, "lr": 0.02, "mask_rcnn/accuracy": 0.9074842355773478, "mask_rcnn/false_negative": 0.07398308095333055, "mask_rcnn/false_positive": 0.12036066297027014, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5651581119964249, "total_loss": 1.1228514964459464} {"data_time": 0.012456283504434396, "eta_seconds": 35167.72018413144, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.363556338028169, "fast_rcnn/fg_cls_accuracy": 0.611446456516879, "iteration": 207919, "loss_box_reg": 0.2233329035807401, "loss_cls": 0.19780590245500207, "loss_mask": 0.23917694063857198, "loss_rpn_cls": 0.04028829466551542, "loss_rpn_loc": 0.06981212965911254, "loss_sem_seg": 0.3015173031017184, "lr": 0.02, "mask_rcnn/accuracy": 0.8995290108781026, "mask_rcnn/false_negative": 0.08883073937331948, "mask_rcnn/false_positive": 0.11858880166579788, "roi_head/num_bg_samples": 431.0, "roi_head/num_fg_samples": 81.0, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5626577294970048, "total_loss": 1.0883813935215585} {"data_time": 0.012353705998975784, "eta_seconds": 35164.030703739365, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.3803071364046974, "fast_rcnn/fg_cls_accuracy": 0.5984693877551021, "iteration": 207939, "loss_box_reg": 0.21390447253361344, "loss_cls": 0.1947545895818621, "loss_mask": 0.24176242481917143, "loss_rpn_cls": 0.038601665670285, "loss_rpn_loc": 0.07125378597993404, "loss_sem_seg": 0.32769165001809597, "lr": 0.02, "mask_rcnn/accuracy": 0.8981203720426223, "mask_rcnn/false_negative": 0.08774824079345447, "mask_rcnn/false_positive": 0.1108054125456735, "roi_head/num_bg_samples": 456.75, "roi_head/num_fg_samples": 55.25, "rpn/num_neg_anchors": 235.5, "rpn/num_pos_anchors": 20.5, "time": 0.5710839945022599, "total_loss": 1.1098842829233035} {"data_time": 0.012623473994608503, "eta_seconds": 35152.698617339294, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.2797367892304601, "fast_rcnn/fg_cls_accuracy": 0.61332127787824, "iteration": 207959, "loss_box_reg": 0.23014094308018684, "loss_cls": 0.20574241504073143, "loss_mask": 0.24658587342128158, "loss_rpn_cls": 0.03672010643640533, "loss_rpn_loc": 0.07525460887700319, "loss_sem_seg": 0.3194329794496298, "lr": 0.02, "mask_rcnn/accuracy": 0.9110395580504994, "mask_rcnn/false_negative": 0.07748902484982015, "mask_rcnn/false_positive": 0.11434620808503262, "roi_head/num_bg_samples": 466.0, "roi_head/num_fg_samples": 46.0, "rpn/num_neg_anchors": 237.5, "rpn/num_pos_anchors": 18.5, "time": 0.5805401579928002, "total_loss": 1.1085794129612623} {"data_time": 0.011300923506496474, "eta_seconds": 35145.558871093, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.34626295690125475, "fast_rcnn/fg_cls_accuracy": 0.6370976541189307, "iteration": 207979, "loss_box_reg": 0.24303025868721306, "loss_cls": 0.21757922531105578, "loss_mask": 0.25036031007766724, "loss_rpn_cls": 0.03959118569036946, "loss_rpn_loc": 0.0888529282528907, "loss_sem_seg": 0.2908823788166046, "lr": 0.02, "mask_rcnn/accuracy": 0.8938218011691159, "mask_rcnn/false_negative": 0.08148063055800903, "mask_rcnn/false_positive": 0.1373954058550509, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5725650280073751, "total_loss": 1.136461904796306} {"data_time": 0.011683027005346958, "eta_seconds": 35141.39073368646, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.3262522361359571, "fast_rcnn/fg_cls_accuracy": 0.6567921742340347, "iteration": 207999, "loss_box_reg": 0.24996150028891861, "loss_cls": 0.20402554469183087, "loss_mask": 0.2554772337898612, "loss_rpn_cls": 0.04228936810977757, "loss_rpn_loc": 0.07899916311725974, "loss_sem_seg": 0.3068610308691859, "lr": 0.02, "mask_rcnn/accuracy": 0.8947952186193626, "mask_rcnn/false_negative": 0.0894572757318158, "mask_rcnn/false_positive": 0.11831151350814378, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5761923965037568, "total_loss": 1.141501833073562} {"data_time": 0.012608820994501002, "eta_seconds": 35130.05498402639, "fast_rcnn/cls_accuracy": 0.96533203125, "fast_rcnn/false_negative": 0.2519493177387914, "fast_rcnn/fg_cls_accuracy": 0.7201930014430014, "iteration": 208019, "loss_box_reg": 0.21704877400770783, "loss_cls": 0.20943823037669063, "loss_mask": 0.2463515279814601, "loss_rpn_cls": 0.039863317157141864, "loss_rpn_loc": 0.08113539504120126, "loss_sem_seg": 0.32002039114013314, "lr": 0.02, "mask_rcnn/accuracy": 0.9043325389366272, "mask_rcnn/false_negative": 0.10343188532293798, "mask_rcnn/false_positive": 0.09674035644218944, "roi_head/num_bg_samples": 461.25, "roi_head/num_fg_samples": 50.75, "rpn/num_neg_anchors": 236.25, "rpn/num_pos_anchors": 19.75, "time": 0.5672468154953094, "total_loss": 1.1424896852695383} {"data_time": 0.012631455501832534, "eta_seconds": 35120.73563125116, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.31009615384615385, "fast_rcnn/fg_cls_accuracy": 0.6766975308641976, "iteration": 208039, "loss_box_reg": 0.24295834032818675, "loss_cls": 0.23075330536812544, "loss_mask": 0.2500019473955035, "loss_rpn_cls": 0.048416798177640885, "loss_rpn_loc": 0.0831813185941428, "loss_sem_seg": 0.31302691088058054, "lr": 0.02, "mask_rcnn/accuracy": 0.8886914758066236, "mask_rcnn/false_negative": 0.10005324117685402, "mask_rcnn/false_positive": 0.12336983079410127, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5690969650022453, "total_loss": 1.2212927504588151} {"data_time": 0.012350509001407772, "eta_seconds": 35120.13828245143, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.2783647798742138, "fast_rcnn/fg_cls_accuracy": 0.6807441368365368, "iteration": 208059, "loss_box_reg": 0.2241624854505062, "loss_cls": 0.19809350417926908, "loss_mask": 0.25315622985363007, "loss_rpn_cls": 0.035011409665457904, "loss_rpn_loc": 0.07215184043161571, "loss_sem_seg": 0.28139557293616235, "lr": 0.02, "mask_rcnn/accuracy": 0.8978165109417261, "mask_rcnn/false_negative": 0.07214675542691516, "mask_rcnn/false_positive": 0.12849833924041174, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5727184819988906, "total_loss": 1.0904455546697136} {"data_time": 0.01302285350539023, "eta_seconds": 35098.06283021099, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.3038330323098535, "fast_rcnn/fg_cls_accuracy": 0.6371023005384239, "iteration": 208079, "loss_box_reg": 0.2311535207554698, "loss_cls": 0.22068666480481625, "loss_mask": 0.26103377621620893, "loss_rpn_cls": 0.041240172329708, "loss_rpn_loc": 0.08138065971434116, "loss_sem_seg": 0.2958534206263721, "lr": 0.02, "mask_rcnn/accuracy": 0.8841513275696664, "mask_rcnn/false_negative": 0.09854120765009322, "mask_rcnn/false_positive": 0.12694718138553107, "roi_head/num_bg_samples": 460.25, "roi_head/num_fg_samples": 51.75, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5615486094975495, "total_loss": 1.1704726772732101} {"data_time": 0.012534277499071322, "eta_seconds": 35084.71198538613, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.3022419273883219, "fast_rcnn/fg_cls_accuracy": 0.6442438229704046, "iteration": 208099, "loss_box_reg": 0.23390826932154596, "loss_cls": 0.2011845437809825, "loss_mask": 0.24989257846027613, "loss_rpn_cls": 0.040306892653461546, "loss_rpn_loc": 0.0719303012592718, "loss_sem_seg": 0.2847480052150786, "lr": 0.02, "mask_rcnn/accuracy": 0.8894985267672832, "mask_rcnn/false_negative": 0.10093764608093929, "mask_rcnn/false_positive": 0.12105837458079544, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.548476395495527, "total_loss": 1.0724370077223284} {"data_time": 0.012193142501928378, "eta_seconds": 35073.376235726064, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.3457909773436981, "fast_rcnn/fg_cls_accuracy": 0.5863042186571599, "iteration": 208119, "loss_box_reg": 0.2323405835777521, "loss_cls": 0.20519226463511586, "loss_mask": 0.2571631083264947, "loss_rpn_cls": 0.0414115016174037, "loss_rpn_loc": 0.06379721709527075, "loss_sem_seg": 0.31156482151709497, "lr": 0.02, "mask_rcnn/accuracy": 0.8976839419978517, "mask_rcnn/false_negative": 0.07304027341910699, "mask_rcnn/false_positive": 0.1213506086389547, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5613369429993327, "total_loss": 1.0819658712207456} {"data_time": 0.012084032998245675, "eta_seconds": 35058.91514453727, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.3163866948492602, "fast_rcnn/fg_cls_accuracy": 0.672006881350465, "iteration": 208139, "loss_box_reg": 0.22730596805922687, "loss_cls": 0.2177728011738509, "loss_mask": 0.24112611263990402, "loss_rpn_cls": 0.036544538095768075, "loss_rpn_loc": 0.06439435167703778, "loss_sem_seg": 0.26987798349000514, "lr": 0.02, "mask_rcnn/accuracy": 0.9040081351385418, "mask_rcnn/false_negative": 0.0867377169840779, "mask_rcnn/false_positive": 0.10284709641270912, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.564284073007002, "total_loss": 1.0809915586796706} {"data_time": 0.012195549505122472, "eta_seconds": 35033.494076426694, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.2684348586417954, "fast_rcnn/fg_cls_accuracy": 0.6498470948012232, "iteration": 208159, "loss_box_reg": 0.23178718565031886, "loss_cls": 0.20557856443338096, "loss_mask": 0.2543651284649968, "loss_rpn_cls": 0.04071771266171709, "loss_rpn_loc": 0.08329223797773011, "loss_sem_seg": 0.2582959409337491, "lr": 0.02, "mask_rcnn/accuracy": 0.9049837710551996, "mask_rcnn/false_negative": 0.07843653286927256, "mask_rcnn/false_positive": 0.10830184439365467, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5769430594955338, "total_loss": 1.0986159006133676} {"data_time": 0.012990408999030478, "eta_seconds": 35036.245666097195, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.4004407051282051, "fast_rcnn/fg_cls_accuracy": 0.5240949876237624, "iteration": 208179, "loss_box_reg": 0.23850788176059723, "loss_cls": 0.20942451432347298, "loss_mask": 0.2424724819138646, "loss_rpn_cls": 0.039387835015077144, "loss_rpn_loc": 0.07565674738725647, "loss_sem_seg": 0.2892009997740388, "lr": 0.02, "mask_rcnn/accuracy": 0.8899971213753622, "mask_rcnn/false_negative": 0.10214241772552132, "mask_rcnn/false_positive": 0.1077893425035428, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5673867155055632, "total_loss": 1.120271540072281} {"data_time": 0.012472140995669179, "eta_seconds": 35017.72955777415, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.2836617405582923, "fast_rcnn/fg_cls_accuracy": 0.6584955752212389, "iteration": 208199, "loss_box_reg": 0.24470472428947687, "loss_cls": 0.22476214542984962, "loss_mask": 0.2524400530382991, "loss_rpn_cls": 0.04437182774563553, "loss_rpn_loc": 0.08106566066271625, "loss_sem_seg": 0.2818474364466965, "lr": 0.02, "mask_rcnn/accuracy": 0.8934546087427429, "mask_rcnn/false_negative": 0.09493612295645415, "mask_rcnn/false_positive": 0.12843920737234626, "roi_head/num_bg_samples": 431.0, "roi_head/num_fg_samples": 81.0, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.5722107934998348, "total_loss": 1.144179498514859} {"data_time": 0.012208557505800854, "eta_seconds": 35012.44090009507, "fast_rcnn/cls_accuracy": 0.9111328125, "fast_rcnn/false_negative": 0.3695959547546012, "fast_rcnn/fg_cls_accuracy": 0.5679487179487179, "iteration": 208219, "loss_box_reg": 0.2276041591539979, "loss_cls": 0.2010859027504921, "loss_mask": 0.24468918703496456, "loss_rpn_cls": 0.042897392937447876, "loss_rpn_loc": 0.07589943628408946, "loss_sem_seg": 0.292057057376951, "lr": 0.02, "mask_rcnn/accuracy": 0.8794869464020036, "mask_rcnn/false_negative": 0.10779346423203298, "mask_rcnn/false_positive": 0.12906421038050453, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5671802020005998, "total_loss": 1.081006207736209} {"data_time": 0.012884049501735717, "eta_seconds": 34978.524112754545, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.31023746905940597, "fast_rcnn/fg_cls_accuracy": 0.6696408012894313, "iteration": 208239, "loss_box_reg": 0.2145690789911896, "loss_cls": 0.19599509821273386, "loss_mask": 0.25420469138771296, "loss_rpn_cls": 0.04104806837858632, "loss_rpn_loc": 0.07408695243066177, "loss_sem_seg": 0.3090155962854624, "lr": 0.02, "mask_rcnn/accuracy": 0.8987208088095691, "mask_rcnn/false_negative": 0.0807267001909883, "mask_rcnn/false_positive": 0.11295474079719045, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5542389274996822, "total_loss": 1.0857374391052872} {"data_time": 0.01212079799734056, "eta_seconds": 34948.06271508629, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.3223932555993625, "fast_rcnn/fg_cls_accuracy": 0.6396477835810901, "iteration": 208259, "loss_box_reg": 0.23021380277350545, "loss_cls": 0.2177392509765923, "loss_mask": 0.24962239526212215, "loss_rpn_cls": 0.04537552206602413, "loss_rpn_loc": 0.07242138468427584, "loss_sem_seg": 0.2625223374925554, "lr": 0.02, "mask_rcnn/accuracy": 0.9060937618787167, "mask_rcnn/false_negative": 0.08650045709807322, "mask_rcnn/false_positive": 0.1139831316284088, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5585157715031528, "total_loss": 1.1372360767563805} {"data_time": 0.013004403001104947, "eta_seconds": 34945.93001321024, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.2996099290780142, "fast_rcnn/fg_cls_accuracy": 0.6337746952501051, "iteration": 208279, "loss_box_reg": 0.22259478084743023, "loss_cls": 0.19097343925386667, "loss_mask": 0.2503083790652454, "loss_rpn_cls": 0.04085631569614634, "loss_rpn_loc": 0.06787992944009602, "loss_sem_seg": 0.2815497519914061, "lr": 0.02, "mask_rcnn/accuracy": 0.8912035099006563, "mask_rcnn/false_negative": 0.10006127651482818, "mask_rcnn/false_positive": 0.11419580012553393, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5690971309959423, "total_loss": 1.0646052279043943} {"data_time": 0.012831289503083099, "eta_seconds": 34952.74503457806, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.30873015873015874, "fast_rcnn/fg_cls_accuracy": 0.6316441069659954, "iteration": 208299, "loss_box_reg": 0.23566254461184144, "loss_cls": 0.20899748662486672, "loss_mask": 0.2672951305285096, "loss_rpn_cls": 0.040688781591597944, "loss_rpn_loc": 0.08881251502316445, "loss_sem_seg": 0.3300770944915712, "lr": 0.02, "mask_rcnn/accuracy": 0.8709198032946037, "mask_rcnn/false_negative": 0.0980451922086016, "mask_rcnn/false_positive": 0.14496883600025498, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.564873612995143, "total_loss": 1.150436870928388} {"data_time": 0.012025016505504027, "eta_seconds": 34923.711298242786, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3957881024750326, "fast_rcnn/fg_cls_accuracy": 0.5633534663865547, "iteration": 208319, "loss_box_reg": 0.23699353262782097, "loss_cls": 0.21461211191490293, "loss_mask": 0.25284225307404995, "loss_rpn_cls": 0.043065176490927115, "loss_rpn_loc": 0.0739141536760144, "loss_sem_seg": 0.2873623324558139, "lr": 0.02, "mask_rcnn/accuracy": 0.8816777877195654, "mask_rcnn/false_negative": 0.10750094261463164, "mask_rcnn/false_positive": 0.14312947677747934, "roi_head/num_bg_samples": 458.75, "roi_head/num_fg_samples": 53.25, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5695560895037488, "total_loss": 1.1302174788652337} {"data_time": 0.012231769498612266, "eta_seconds": 34939.54375023653, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.3358974358974359, "fast_rcnn/fg_cls_accuracy": 0.6436941964285714, "iteration": 208339, "loss_box_reg": 0.23110744636505842, "loss_cls": 0.2070488976314664, "loss_mask": 0.2528986418619752, "loss_rpn_cls": 0.03774216129386332, "loss_rpn_loc": 0.0658530194486957, "loss_sem_seg": 0.2902822569012642, "lr": 0.02, "mask_rcnn/accuracy": 0.8856202666518016, "mask_rcnn/false_negative": 0.09924823940385846, "mask_rcnn/false_positive": 0.12288179898653512, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.5738766160066007, "total_loss": 1.075454619829543} {"data_time": 0.012042450507578906, "eta_seconds": 34922.180902986234, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3585025784681989, "fast_rcnn/fg_cls_accuracy": 0.6156119182467372, "iteration": 208359, "loss_box_reg": 0.22934764518868178, "loss_cls": 0.20356898987665772, "loss_mask": 0.2400110736489296, "loss_rpn_cls": 0.04334803682286292, "loss_rpn_loc": 0.06740986672230065, "loss_sem_seg": 0.3209056402556598, "lr": 0.02, "mask_rcnn/accuracy": 0.8935748188542382, "mask_rcnn/false_negative": 0.09169178169159442, "mask_rcnn/false_positive": 0.13042407369450384, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5641383649999625, "total_loss": 1.145187466609059} {"data_time": 0.012073883503035177, "eta_seconds": 34910.85007418625, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.25967812092214004, "fast_rcnn/fg_cls_accuracy": 0.6139907290349769, "iteration": 208379, "loss_box_reg": 0.23991307115647942, "loss_cls": 0.20314818946644664, "loss_mask": 0.24984276946634054, "loss_rpn_cls": 0.04175042892165948, "loss_rpn_loc": 0.06603573990287259, "loss_sem_seg": 0.2993677668273449, "lr": 0.02, "mask_rcnn/accuracy": 0.9036452338068606, "mask_rcnn/false_negative": 0.07900866469049563, "mask_rcnn/false_positive": 0.11078790278872175, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5552397970022867, "total_loss": 1.0906833427143283} {"data_time": 0.013061727499007247, "eta_seconds": 34899.51924538627, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.3333333333333333, "fast_rcnn/fg_cls_accuracy": 0.6402681231380338, "iteration": 208399, "loss_box_reg": 0.22500235168263316, "loss_cls": 0.21035942190792412, "loss_mask": 0.2563825221732259, "loss_rpn_cls": 0.042972950875991955, "loss_rpn_loc": 0.07279411543277092, "loss_sem_seg": 0.2693945481441915, "lr": 0.02, "mask_rcnn/accuracy": 0.895727848229021, "mask_rcnn/false_negative": 0.08926951912206327, "mask_rcnn/false_positive": 0.11415962127409571, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5510578329995042, "total_loss": 1.1290108966932166} {"data_time": 0.0140736065004603, "eta_seconds": 34897.65751194296, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.3616441601516228, "fast_rcnn/fg_cls_accuracy": 0.6231343283582089, "iteration": 208419, "loss_box_reg": 0.2529264451004565, "loss_cls": 0.21529827592894435, "loss_mask": 0.2528658793307841, "loss_rpn_cls": 0.03998986510850955, "loss_rpn_loc": 0.08505535183940083, "loss_sem_seg": 0.2849237807095051, "lr": 0.02, "mask_rcnn/accuracy": 0.9034559495063681, "mask_rcnn/false_negative": 0.09036136997110727, "mask_rcnn/false_positive": 0.11480563513065492, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5740339120020508, "total_loss": 1.14804149090196} {"data_time": 0.012583965493831784, "eta_seconds": 34892.12677822941, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.32238575903734273, "fast_rcnn/fg_cls_accuracy": 0.6448895786852912, "iteration": 208439, "loss_box_reg": 0.22949262661859393, "loss_cls": 0.2072113419417292, "loss_mask": 0.23949106922373176, "loss_rpn_cls": 0.04131447721738368, "loss_rpn_loc": 0.088230439578183, "loss_sem_seg": 0.2980394600890577, "lr": 0.02, "mask_rcnn/accuracy": 0.885905810572571, "mask_rcnn/false_negative": 0.09511138609006314, "mask_rcnn/false_positive": 0.1294203845812727, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5709744359992328, "total_loss": 1.1326902953369427} {"data_time": 0.012491123496147338, "eta_seconds": 34880.79098875938, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.32691964285714287, "fast_rcnn/fg_cls_accuracy": 0.6413616071428572, "iteration": 208459, "loss_box_reg": 0.23287647310644388, "loss_cls": 0.20405272534117103, "loss_mask": 0.24499985063448548, "loss_rpn_cls": 0.03985729318083031, "loss_rpn_loc": 0.08252208767225966, "loss_sem_seg": 0.2975156146567315, "lr": 0.02, "mask_rcnn/accuracy": 0.8878104627267573, "mask_rcnn/false_negative": 0.09422694536812627, "mask_rcnn/false_positive": 0.11298215665248824, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5670137260021875, "total_loss": 1.094289034830581} {"data_time": 0.013794430000416469, "eta_seconds": 34870.662918445174, "fast_rcnn/cls_accuracy": 0.91162109375, "fast_rcnn/false_negative": 0.27839449069791344, "fast_rcnn/fg_cls_accuracy": 0.6797709668803419, "iteration": 208479, "loss_box_reg": 0.2538560014218092, "loss_cls": 0.2180175269022584, "loss_mask": 0.2460036133415997, "loss_rpn_cls": 0.0389606025419198, "loss_rpn_loc": 0.08537240666919388, "loss_sem_seg": 0.32465235656127334, "lr": 0.02, "mask_rcnn/accuracy": 0.8915990712691326, "mask_rcnn/false_negative": 0.085552895280846, "mask_rcnn/false_positive": 0.1274102879573197, "roi_head/num_bg_samples": 427.25, "roi_head/num_fg_samples": 84.75, "rpn/num_neg_anchors": 205.75, "rpn/num_pos_anchors": 50.25, "time": 0.5652718115015887, "total_loss": 1.151002658676589} {"data_time": 0.012104263994842768, "eta_seconds": 34859.99841928919, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.32713911252574424, "fast_rcnn/fg_cls_accuracy": 0.6653464017185822, "iteration": 208499, "loss_box_reg": 0.217393578030169, "loss_cls": 0.1900662281550467, "loss_mask": 0.232894292101264, "loss_rpn_cls": 0.0458826487447368, "loss_rpn_loc": 0.07034210351412185, "loss_sem_seg": 0.3060114006511867, "lr": 0.02, "mask_rcnn/accuracy": 0.8970660077044847, "mask_rcnn/false_negative": 0.09844340670097029, "mask_rcnn/false_positive": 0.12071769736522847, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5576540794936591, "total_loss": 1.1120334390725475} {"data_time": 0.012051924997649621, "eta_seconds": 34853.04324705828, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.3503534226190476, "fast_rcnn/fg_cls_accuracy": 0.6289786967418547, "iteration": 208519, "loss_box_reg": 0.23109065904282033, "loss_cls": 0.20933053130283952, "loss_mask": 0.2447078749537468, "loss_rpn_cls": 0.04687470283533912, "loss_rpn_loc": 0.06954284402308986, "loss_sem_seg": 0.3238006818573922, "lr": 0.02, "mask_rcnn/accuracy": 0.8968576066790352, "mask_rcnn/false_negative": 0.0859390139637736, "mask_rcnn/false_positive": 0.11685672435473042, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5701054145029048, "total_loss": 1.1374779454636155} {"data_time": 0.012909933007904328, "eta_seconds": 34831.09095289398, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.33807576769025366, "fast_rcnn/fg_cls_accuracy": 0.6291208791208791, "iteration": 208539, "loss_box_reg": 0.2233313280157745, "loss_cls": 0.21390780224464834, "loss_mask": 0.25230972561985254, "loss_rpn_cls": 0.03903627849649638, "loss_rpn_loc": 0.07473920128541067, "loss_sem_seg": 0.3062824448570609, "lr": 0.02, "mask_rcnn/accuracy": 0.8995117514218802, "mask_rcnn/false_negative": 0.0893346793422897, "mask_rcnn/false_positive": 0.10648796572718346, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.559959758495097, "total_loss": 1.1315618799999356} {"data_time": 0.012815081994631328, "eta_seconds": 34824.11204140922, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.33974358974358976, "fast_rcnn/fg_cls_accuracy": 0.6332379862700228, "iteration": 208559, "loss_box_reg": 0.23298514168709517, "loss_cls": 0.2167880884371698, "loss_mask": 0.2521851905621588, "loss_rpn_cls": 0.03996906700194813, "loss_rpn_loc": 0.07439078988682013, "loss_sem_seg": 0.267430123873055, "lr": 0.02, "mask_rcnn/accuracy": 0.9139620982150267, "mask_rcnn/false_negative": 0.07762847887664329, "mask_rcnn/false_positive": 0.09559123444473332, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5770513735042186, "total_loss": 1.1043341425538529} {"data_time": 0.011227429502469022, "eta_seconds": 34819.02976980802, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.3472222222222222, "fast_rcnn/fg_cls_accuracy": 0.5947121820615797, "iteration": 208579, "loss_box_reg": 0.23655219841748476, "loss_cls": 0.22078946558758616, "loss_mask": 0.2528893742710352, "loss_rpn_cls": 0.04712872565141879, "loss_rpn_loc": 0.08824378170538694, "loss_sem_seg": 0.2924680495634675, "lr": 0.02, "mask_rcnn/accuracy": 0.8924885855879535, "mask_rcnn/false_negative": 0.10288784106365267, "mask_rcnn/false_positive": 0.10708353267377152, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5760414420074085, "total_loss": 1.1672136060369667} {"data_time": 0.013072772002487909, "eta_seconds": 34831.01167505211, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.2984968180820715, "fast_rcnn/fg_cls_accuracy": 0.6587301587301587, "iteration": 208599, "loss_box_reg": 0.21812066761776805, "loss_cls": 0.18919499195180833, "loss_mask": 0.2521163308992982, "loss_rpn_cls": 0.033936642663320526, "loss_rpn_loc": 0.06811844481853768, "loss_sem_seg": 0.31090433755889535, "lr": 0.02, "mask_rcnn/accuracy": 0.9046393772331704, "mask_rcnn/false_negative": 0.08259427468088537, "mask_rcnn/false_positive": 0.10734733841337563, "roi_head/num_bg_samples": 463.75, "roi_head/num_fg_samples": 48.25, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5696130915021058, "total_loss": 1.0878655995475128} {"data_time": 0.012073778001649771, "eta_seconds": 34830.31349374129, "fast_rcnn/cls_accuracy": 0.9619140625, "fast_rcnn/false_negative": 0.21104761904761904, "fast_rcnn/fg_cls_accuracy": 0.6945054945054945, "iteration": 208619, "loss_box_reg": 0.2276817886158824, "loss_cls": 0.2021803562529385, "loss_mask": 0.24695169739425182, "loss_rpn_cls": 0.03984934711479582, "loss_rpn_loc": 0.07861332735046744, "loss_sem_seg": 0.35122200893238187, "lr": 0.02, "mask_rcnn/accuracy": 0.90948529914765, "mask_rcnn/false_negative": 0.08859091286498988, "mask_rcnn/false_positive": 0.10623864278318353, "roi_head/num_bg_samples": 459.25, "roi_head/num_fg_samples": 52.75, "rpn/num_neg_anchors": 235.25, "rpn/num_pos_anchors": 20.75, "time": 0.5676544934976846, "total_loss": 1.1453835099673597} {"data_time": 0.012263308504770976, "eta_seconds": 34814.78972339386, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.39006905044640894, "fast_rcnn/fg_cls_accuracy": 0.5573696145124717, "iteration": 208639, "loss_box_reg": 0.2331548328511417, "loss_cls": 0.22855156566947699, "loss_mask": 0.24919718876481056, "loss_rpn_cls": 0.03885673813056201, "loss_rpn_loc": 0.06368891469901428, "loss_sem_seg": 0.31793736736290157, "lr": 0.02, "mask_rcnn/accuracy": 0.8897666132298125, "mask_rcnn/false_negative": 0.0828380233241998, "mask_rcnn/false_positive": 0.11961010308899278, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.5658417035083403, "total_loss": 1.1268741950043477} {"data_time": 0.011840214996482246, "eta_seconds": 34807.61571202138, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.25611210494931425, "fast_rcnn/fg_cls_accuracy": 0.717607973421927, "iteration": 208659, "loss_box_reg": 0.2373410239815712, "loss_cls": 0.22651947173289955, "loss_mask": 0.25004090229049325, "loss_rpn_cls": 0.03585032984847203, "loss_rpn_loc": 0.06860002232133411, "loss_sem_seg": 0.30713184690102935, "lr": 0.02, "mask_rcnn/accuracy": 0.8980409212735727, "mask_rcnn/false_negative": 0.08438650716068882, "mask_rcnn/false_positive": 0.11460804036645986, "roi_head/num_bg_samples": 465.5, "roi_head/num_fg_samples": 46.5, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5585999365066527, "total_loss": 1.139494977935101} {"data_time": 0.011978953501966316, "eta_seconds": 34823.82736050515, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.3483091787439614, "fast_rcnn/fg_cls_accuracy": 0.6262950532613454, "iteration": 208679, "loss_box_reg": 0.2302164020948112, "loss_cls": 0.20769439358264208, "loss_mask": 0.24889631615951657, "loss_rpn_cls": 0.03887673470308073, "loss_rpn_loc": 0.08253109664656222, "loss_sem_seg": 0.3010723083280027, "lr": 0.02, "mask_rcnn/accuracy": 0.8839126355189753, "mask_rcnn/false_negative": 0.08521869796395373, "mask_rcnn/false_positive": 0.11966770047116947, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5745199269949808, "total_loss": 1.1321178322541527} {"data_time": 0.013936196497525088, "eta_seconds": 34775.969425049596, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.36850973784239194, "fast_rcnn/fg_cls_accuracy": 0.5508547008547009, "iteration": 208699, "loss_box_reg": 0.21520303119905293, "loss_cls": 0.20131683256477118, "loss_mask": 0.26091934693977237, "loss_rpn_cls": 0.03450087123201229, "loss_rpn_loc": 0.08025427378015593, "loss_sem_seg": 0.3124409387819469, "lr": 0.02, "mask_rcnn/accuracy": 0.8673241966170064, "mask_rcnn/false_negative": 0.1049805756134111, "mask_rcnn/false_positive": 0.16187394975100758, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 207.25, "rpn/num_pos_anchors": 48.75, "time": 0.5594510075025028, "total_loss": 1.1278316428360995} {"data_time": 0.013838619997841306, "eta_seconds": 34764.623453719585, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.29782652243589747, "fast_rcnn/fg_cls_accuracy": 0.6766003024193548, "iteration": 208719, "loss_box_reg": 0.22940537054091692, "loss_cls": 0.19463944621384144, "loss_mask": 0.25102495215833187, "loss_rpn_cls": 0.04149124316609232, "loss_rpn_loc": 0.0764541310200002, "loss_sem_seg": 0.30514379497617483, "lr": 0.02, "mask_rcnn/accuracy": 0.8879192121791097, "mask_rcnn/false_negative": 0.08971977616946518, "mask_rcnn/false_positive": 0.11497104384532603, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5675477590048104, "total_loss": 1.1299694154586177} {"data_time": 0.011730453996278811, "eta_seconds": 34719.24191226528, "fast_rcnn/cls_accuracy": 0.95654296875, "fast_rcnn/false_negative": 0.30043859649122806, "fast_rcnn/fg_cls_accuracy": 0.6761904761904762, "iteration": 208739, "loss_box_reg": 0.20759782730601728, "loss_cls": 0.1823983860667795, "loss_mask": 0.24315182585269213, "loss_rpn_cls": 0.0361101639282424, "loss_rpn_loc": 0.08192277711350471, "loss_sem_seg": 0.3085312871262431, "lr": 0.02, "mask_rcnn/accuracy": 0.9020132175677289, "mask_rcnn/false_negative": 0.07640908629242564, "mask_rcnn/false_positive": 0.11278412914496445, "roi_head/num_bg_samples": 473.75, "roi_head/num_fg_samples": 38.25, "rpn/num_neg_anchors": 237.25, "rpn/num_pos_anchors": 18.75, "time": 0.5550380250060698, "total_loss": 1.064392380292702} {"data_time": 0.012708831003692467, "eta_seconds": 34704.981141730386, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.3449519230769231, "fast_rcnn/fg_cls_accuracy": 0.637498399692741, "iteration": 208759, "loss_box_reg": 0.223890685942024, "loss_cls": 0.2031666690018028, "loss_mask": 0.24860555492341518, "loss_rpn_cls": 0.04303902952597127, "loss_rpn_loc": 0.08391219491022639, "loss_sem_seg": 0.26618433836847544, "lr": 0.02, "mask_rcnn/accuracy": 0.9171197264295, "mask_rcnn/false_negative": 0.07670782201947765, "mask_rcnn/false_positive": 0.0919358509345741, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.5681874194997363, "total_loss": 1.0702579691424035} {"data_time": 0.012108283503039274, "eta_seconds": 34687.970825930526, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.30836490819003204, "fast_rcnn/fg_cls_accuracy": 0.6758228058510638, "iteration": 208779, "loss_box_reg": 0.22187007311731577, "loss_cls": 0.19989598751999438, "loss_mask": 0.24683881783857942, "loss_rpn_cls": 0.03990987855650019, "loss_rpn_loc": 0.08232095144921914, "loss_sem_seg": 0.2906891368329525, "lr": 0.02, "mask_rcnn/accuracy": 0.9112908862175007, "mask_rcnn/false_negative": 0.07826991962313368, "mask_rcnn/false_positive": 0.11724263231493126, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5667067844988196, "total_loss": 1.099975942997844} {"data_time": 0.013430160994175822, "eta_seconds": 34669.502096582095, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3549988041138483, "fast_rcnn/fg_cls_accuracy": 0.6367165037377803, "iteration": 208799, "loss_box_reg": 0.21129027917049825, "loss_cls": 0.2126312863547355, "loss_mask": 0.2367941476404667, "loss_rpn_cls": 0.03909710733569227, "loss_rpn_loc": 0.05811932549113408, "loss_sem_seg": 0.31827529054135084, "lr": 0.02, "mask_rcnn/accuracy": 0.8968077922658425, "mask_rcnn/false_negative": 0.07534076603538715, "mask_rcnn/false_positive": 0.12508464661272514, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5563753489986993, "total_loss": 1.0650186224083882} {"data_time": 0.01295546850451501, "eta_seconds": 34658.17237906226, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.302734375, "fast_rcnn/fg_cls_accuracy": 0.6585945755547729, "iteration": 208819, "loss_box_reg": 0.220292700920254, "loss_cls": 0.18405474605970085, "loss_mask": 0.23572840029373765, "loss_rpn_cls": 0.032684975922165904, "loss_rpn_loc": 0.0674111183907371, "loss_sem_seg": 0.33120469050481915, "lr": 0.02, "mask_rcnn/accuracy": 0.9001017073496065, "mask_rcnn/false_negative": 0.08505530758715547, "mask_rcnn/false_positive": 0.11115618005971768, "roi_head/num_bg_samples": 433.0, "roi_head/num_fg_samples": 79.0, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.5671134194999468, "total_loss": 1.0701095063850516} {"data_time": 0.012132169504184276, "eta_seconds": 34643.1298833358, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.2867065868263473, "fast_rcnn/fg_cls_accuracy": 0.6626746506986028, "iteration": 208839, "loss_box_reg": 0.23040524148382246, "loss_cls": 0.21152741089463234, "loss_mask": 0.24928838666528463, "loss_rpn_cls": 0.04292629536939785, "loss_rpn_loc": 0.07531009209924378, "loss_sem_seg": 0.31355624040588737, "lr": 0.02, "mask_rcnn/accuracy": 0.8954843729944808, "mask_rcnn/false_negative": 0.07908923096795256, "mask_rcnn/false_positive": 0.09671773322174813, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5801148180034943, "total_loss": 1.1449402769940207} {"data_time": 0.012921425004606135, "eta_seconds": 34637.07528018328, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.35515151515151516, "fast_rcnn/fg_cls_accuracy": 0.5719436813186813, "iteration": 208859, "loss_box_reg": 0.23910713056102395, "loss_cls": 0.19936761260032654, "loss_mask": 0.2466790941543877, "loss_rpn_cls": 0.040508784222765826, "loss_rpn_loc": 0.06542442250065506, "loss_sem_seg": 0.2988521964289248, "lr": 0.02, "mask_rcnn/accuracy": 0.8972622912801484, "mask_rcnn/false_negative": 0.0953552712398989, "mask_rcnn/false_positive": 0.10102291664402183, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5660158649989171, "total_loss": 1.0737483338161837} {"data_time": 0.012579558009747416, "eta_seconds": 34624.18322650274, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.3163028577454392, "fast_rcnn/fg_cls_accuracy": 0.653804641122504, "iteration": 208879, "loss_box_reg": 0.21395234018564224, "loss_cls": 0.2137716975994408, "loss_mask": 0.2622822867706418, "loss_rpn_cls": 0.04483176421490498, "loss_rpn_loc": 0.08240798889892176, "loss_sem_seg": 0.29702527541667223, "lr": 0.02, "mask_rcnn/accuracy": 0.8956943094698196, "mask_rcnn/false_negative": 0.1022581189177481, "mask_rcnn/false_positive": 0.12551627899181422, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5622160234997864, "total_loss": 1.1560869930544868} {"data_time": 0.01208166750438977, "eta_seconds": 34616.38606370024, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.36056385869565216, "fast_rcnn/fg_cls_accuracy": 0.6050721350149714, "iteration": 208899, "loss_box_reg": 0.2224783506244421, "loss_cls": 0.20332538336515427, "loss_mask": 0.2460724674165249, "loss_rpn_cls": 0.040659672289621085, "loss_rpn_loc": 0.07890486012911424, "loss_sem_seg": 0.3280490324832499, "lr": 0.02, "mask_rcnn/accuracy": 0.9039074031632022, "mask_rcnn/false_negative": 0.08971883842299581, "mask_rcnn/false_positive": 0.10122052400777043, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5731576024991227, "total_loss": 1.155123714968795} {"data_time": 0.012289050995605066, "eta_seconds": 34607.07959735887, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.37972363226170336, "fast_rcnn/fg_cls_accuracy": 0.5909123005225251, "iteration": 208919, "loss_box_reg": 0.2364690857939422, "loss_cls": 0.21396949072368443, "loss_mask": 0.25076463259756565, "loss_rpn_cls": 0.042301829205825925, "loss_rpn_loc": 0.08713916165288538, "loss_sem_seg": 0.2931638027075678, "lr": 0.02, "mask_rcnn/accuracy": 0.8784878981927189, "mask_rcnn/false_negative": 0.08636707933774618, "mask_rcnn/false_positive": 0.12880728176785217, "roi_head/num_bg_samples": 430.5, "roi_head/num_fg_samples": 81.5, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.5717247784923529, "total_loss": 1.1653863372921478} {"data_time": 0.01267329749680357, "eta_seconds": 34595.74806067893, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.3208848638296491, "fast_rcnn/fg_cls_accuracy": 0.6422285085651422, "iteration": 208939, "loss_box_reg": 0.2717110139783472, "loss_cls": 0.21993210958316922, "loss_mask": 0.25884751230478287, "loss_rpn_cls": 0.04196474849595688, "loss_rpn_loc": 0.07582111802184954, "loss_sem_seg": 0.2962583596818149, "lr": 0.02, "mask_rcnn/accuracy": 0.8864613915182371, "mask_rcnn/false_negative": 0.08873964858050301, "mask_rcnn/false_positive": 0.1266706266349541, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 206.25, "rpn/num_pos_anchors": 49.75, "time": 0.5726967814989621, "total_loss": 1.150113771451288} {"data_time": 0.011993200503638946, "eta_seconds": 34582.39344224033, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.29516129032258065, "fast_rcnn/fg_cls_accuracy": 0.5831573655103067, "iteration": 208959, "loss_box_reg": 0.21921606338582933, "loss_cls": 0.20883555617183447, "loss_mask": 0.24887373764067888, "loss_rpn_cls": 0.03568391950830119, "loss_rpn_loc": 0.06409849144984037, "loss_sem_seg": 0.29218821972608566, "lr": 0.02, "mask_rcnn/accuracy": 0.8825936335161115, "mask_rcnn/false_negative": 0.08007087733356608, "mask_rcnn/false_positive": 0.1323672989977688, "roi_head/num_bg_samples": 463.25, "roi_head/num_fg_samples": 48.75, "rpn/num_neg_anchors": 239.0, "rpn/num_pos_anchors": 17.0, "time": 0.5675869080005214, "total_loss": 1.0717569494627242} {"data_time": 0.013352470508834813, "eta_seconds": 34571.06256842036, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.2995898838004101, "fast_rcnn/fg_cls_accuracy": 0.6201292175161521, "iteration": 208979, "loss_box_reg": 0.22306732670404017, "loss_cls": 0.2004623655229807, "loss_mask": 0.23732027225196362, "loss_rpn_cls": 0.03363190589880105, "loss_rpn_loc": 0.07232326394296251, "loss_sem_seg": 0.3009690912440419, "lr": 0.02, "mask_rcnn/accuracy": 0.9006292581622315, "mask_rcnn/false_negative": 0.09137801515120098, "mask_rcnn/false_positive": 0.10583534571110878, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.5693130220024614, "total_loss": 1.0960592981282389} {"data_time": 0.011839842998597305, "eta_seconds": 34557.76368012398, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.3685099846390169, "fast_rcnn/fg_cls_accuracy": 0.6041725601131542, "iteration": 208999, "loss_box_reg": 0.22809948935173452, "loss_cls": 0.19110415177419782, "loss_mask": 0.24310491979122162, "loss_rpn_cls": 0.04162616029498167, "loss_rpn_loc": 0.08007817791076377, "loss_sem_seg": 0.31761858938261867, "lr": 0.02, "mask_rcnn/accuracy": 0.9047191813225671, "mask_rcnn/false_negative": 0.08545629829602039, "mask_rcnn/false_positive": 0.11607550434423988, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5705298124958063, "total_loss": 1.116508717474062} {"data_time": 0.012358656000287738, "eta_seconds": 34548.40082078042, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3392876129718235, "fast_rcnn/fg_cls_accuracy": 0.6465856144437974, "iteration": 209019, "loss_box_reg": 0.22775913076475263, "loss_cls": 0.20558526925742626, "loss_mask": 0.2511059334501624, "loss_rpn_cls": 0.04092723166104406, "loss_rpn_loc": 0.07329537108307704, "loss_sem_seg": 0.29413553583435714, "lr": 0.02, "mask_rcnn/accuracy": 0.8890742755435508, "mask_rcnn/false_negative": 0.07890650417491946, "mask_rcnn/false_positive": 0.1287716228263196, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5706866614928003, "total_loss": 1.1418514078104636} {"data_time": 0.01277639699401334, "eta_seconds": 34535.10322296418, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.42553000359324467, "fast_rcnn/fg_cls_accuracy": 0.5400318133616119, "iteration": 209039, "loss_box_reg": 0.22109176171943545, "loss_cls": 0.20361489872448146, "loss_mask": 0.24504066538065672, "loss_rpn_cls": 0.04139546238002367, "loss_rpn_loc": 0.07459932693745941, "loss_sem_seg": 0.31551343481987715, "lr": 0.02, "mask_rcnn/accuracy": 0.8969902812847077, "mask_rcnn/false_negative": 0.08255206862007847, "mask_rcnn/false_positive": 0.13374912060671063, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5657707210048102, "total_loss": 1.0977230682910886} {"data_time": 0.013028269502683543, "eta_seconds": 34511.36854560972, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.2796022201665125, "fast_rcnn/fg_cls_accuracy": 0.6938436273331732, "iteration": 209059, "loss_box_reg": 0.22505651996470988, "loss_cls": 0.2060167109593749, "loss_mask": 0.24966721469536424, "loss_rpn_cls": 0.04074702973593958, "loss_rpn_loc": 0.08236810468952172, "loss_sem_seg": 0.3349663116969168, "lr": 0.02, "mask_rcnn/accuracy": 0.8897996446320215, "mask_rcnn/false_negative": 0.09862484976822009, "mask_rcnn/false_positive": 0.11605171974264968, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5578923804932856, "total_loss": 1.1394736448273761} {"data_time": 0.01305788999889046, "eta_seconds": 34506.86292043488, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.2850834627329193, "fast_rcnn/fg_cls_accuracy": 0.6867732558139534, "iteration": 209079, "loss_box_reg": 0.2131891988683492, "loss_cls": 0.18290075240656734, "loss_mask": 0.23936896864324808, "loss_rpn_cls": 0.045169787597842515, "loss_rpn_loc": 0.0701560566376429, "loss_sem_seg": 0.3106371369212866, "lr": 0.02, "mask_rcnn/accuracy": 0.8916862506442937, "mask_rcnn/false_negative": 0.10628447723820414, "mask_rcnn/false_positive": 0.11067412836638488, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5683973069972126, "total_loss": 1.0624898500100244} {"data_time": 0.01243127450288739, "eta_seconds": 34507.092375909946, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.3355855855855856, "fast_rcnn/fg_cls_accuracy": 0.6234111989007214, "iteration": 209099, "loss_box_reg": 0.2043602131307125, "loss_cls": 0.19178861915133893, "loss_mask": 0.24215038493275642, "loss_rpn_cls": 0.03433017554925755, "loss_rpn_loc": 0.05829104341682978, "loss_sem_seg": 0.29892981331795454, "lr": 0.02, "mask_rcnn/accuracy": 0.8992979147363545, "mask_rcnn/false_negative": 0.08345894664675359, "mask_rcnn/false_positive": 0.12161652386874197, "roi_head/num_bg_samples": 458.75, "roi_head/num_fg_samples": 53.25, "rpn/num_neg_anchors": 236.25, "rpn/num_pos_anchors": 19.75, "time": 0.5723341080010869, "total_loss": 1.0743012830498628} {"data_time": 0.014202100996044464, "eta_seconds": 34498.73172476518, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.3311918904958678, "fast_rcnn/fg_cls_accuracy": 0.6358695652173914, "iteration": 209119, "loss_box_reg": 0.2341636409983039, "loss_cls": 0.2151822093874216, "loss_mask": 0.255075516179204, "loss_rpn_cls": 0.044079924569814466, "loss_rpn_loc": 0.0766761209233664, "loss_sem_seg": 0.2854614653624594, "lr": 0.02, "mask_rcnn/accuracy": 0.8832494434405707, "mask_rcnn/false_negative": 0.10728385157760159, "mask_rcnn/false_positive": 0.136670536275818, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.5694990384945413, "total_loss": 1.1186760211276123} {"data_time": 0.01187598799879197, "eta_seconds": 34487.398556215136, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.2856986978977232, "fast_rcnn/fg_cls_accuracy": 0.6720761802575107, "iteration": 209139, "loss_box_reg": 0.2265290399082005, "loss_cls": 0.21697742480318993, "loss_mask": 0.2505472218617797, "loss_rpn_cls": 0.040574091603048146, "loss_rpn_loc": 0.07572576240636408, "loss_sem_seg": 0.3204530207440257, "lr": 0.02, "mask_rcnn/accuracy": 0.8786793454519766, "mask_rcnn/false_negative": 0.09069885646192871, "mask_rcnn/false_positive": 0.12932929826984693, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.566451409504225, "total_loss": 1.1576973321207333} {"data_time": 0.012465117004467174, "eta_seconds": 34476.06538766509, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.34523809523809523, "fast_rcnn/fg_cls_accuracy": 0.572371325152291, "iteration": 209159, "loss_box_reg": 0.23552925465628505, "loss_cls": 0.2186802038922906, "loss_mask": 0.24526876863092184, "loss_rpn_cls": 0.03817065618932247, "loss_rpn_loc": 0.09035543364007026, "loss_sem_seg": 0.3168958770111203, "lr": 0.02, "mask_rcnn/accuracy": 0.891430068597561, "mask_rcnn/false_negative": 0.09191842728599052, "mask_rcnn/false_positive": 0.1248348012036899, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5687556694974774, "total_loss": 1.1398067544650985} {"data_time": 0.012658567502512597, "eta_seconds": 34459.7696205197, "fast_rcnn/cls_accuracy": 0.958984375, "fast_rcnn/false_negative": 0.24841231069858327, "fast_rcnn/fg_cls_accuracy": 0.6937229437229437, "iteration": 209179, "loss_box_reg": 0.20970155810937285, "loss_cls": 0.19255890557542443, "loss_mask": 0.2399332388304174, "loss_rpn_cls": 0.03646990156266838, "loss_rpn_loc": 0.06247744197025895, "loss_sem_seg": 0.2920658551156521, "lr": 0.02, "mask_rcnn/accuracy": 0.9119545732511571, "mask_rcnn/false_negative": 0.07987223389329251, "mask_rcnn/false_positive": 0.1063649167338249, "roi_head/num_bg_samples": 463.0, "roi_head/num_fg_samples": 49.0, "rpn/num_neg_anchors": 241.25, "rpn/num_pos_anchors": 14.75, "time": 0.5520280305063352, "total_loss": 1.0307426129147643} {"data_time": 0.01354635700408835, "eta_seconds": 34443.28781328138, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.3044120279219617, "fast_rcnn/fg_cls_accuracy": 0.6294400963275135, "iteration": 209199, "loss_box_reg": 0.21813769545406103, "loss_cls": 0.20769918337464333, "loss_mask": 0.2436838410794735, "loss_rpn_cls": 0.0475321485864697, "loss_rpn_loc": 0.0837165385892149, "loss_sem_seg": 0.3380919611081481, "lr": 0.02, "mask_rcnn/accuracy": 0.8914339567602743, "mask_rcnn/false_negative": 0.08556030418738056, "mask_rcnn/false_positive": 0.1125905455823628, "roi_head/num_bg_samples": 457.5, "roi_head/num_fg_samples": 54.5, "rpn/num_neg_anchors": 240.0, "rpn/num_pos_anchors": 16.0, "time": 0.5532997984919348, "total_loss": 1.1524332165136002} {"data_time": 0.013561761501478031, "eta_seconds": 34430.080658489576, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3572692793931732, "fast_rcnn/fg_cls_accuracy": 0.6292277851860831, "iteration": 209219, "loss_box_reg": 0.23834550334140658, "loss_cls": 0.21181141724810004, "loss_mask": 0.26171240489929914, "loss_rpn_cls": 0.04291719774482772, "loss_rpn_loc": 0.08099035231862217, "loss_sem_seg": 0.3220861020963639, "lr": 0.02, "mask_rcnn/accuracy": 0.8846581159049778, "mask_rcnn/false_negative": 0.10362985584705423, "mask_rcnn/false_positive": 0.13557224283286456, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5652622054913081, "total_loss": 1.1392011091229506} {"data_time": 0.013523902001907118, "eta_seconds": 34431.969169441625, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.2934226369656833, "fast_rcnn/fg_cls_accuracy": 0.68433925346177, "iteration": 209239, "loss_box_reg": 0.24314322602003813, "loss_cls": 0.21948775742202997, "loss_mask": 0.24741542618721724, "loss_rpn_cls": 0.044896690887981094, "loss_rpn_loc": 0.09461078781168908, "loss_sem_seg": 0.333094475325197, "lr": 0.02, "mask_rcnn/accuracy": 0.897310340839681, "mask_rcnn/false_negative": 0.0945083499094084, "mask_rcnn/false_positive": 0.10903639827589193, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.5827037639974151, "total_loss": 1.171267577650724} {"data_time": 0.012695314995653462, "eta_seconds": 34427.881661022235, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.26950155763239875, "fast_rcnn/fg_cls_accuracy": 0.6559447983014861, "iteration": 209259, "loss_box_reg": 0.22879305947571993, "loss_cls": 0.21262955572456121, "loss_mask": 0.24392247665673494, "loss_rpn_cls": 0.04138270276598632, "loss_rpn_loc": 0.08314908301690593, "loss_sem_seg": 0.3312593959271908, "lr": 0.02, "mask_rcnn/accuracy": 0.8932786177748675, "mask_rcnn/false_negative": 0.0828402920614826, "mask_rcnn/false_positive": 0.13362307738165374, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5871866160014179, "total_loss": 1.1533539513475262} {"data_time": 0.013423075499304105, "eta_seconds": 34416.54569959222, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3120453572956782, "fast_rcnn/fg_cls_accuracy": 0.6505638879200093, "iteration": 209279, "loss_box_reg": 0.23905937559902668, "loss_cls": 0.22440992831252515, "loss_mask": 0.2496151691302657, "loss_rpn_cls": 0.046151612790708896, "loss_rpn_loc": 0.08153916418086737, "loss_sem_seg": 0.318578056525439, "lr": 0.02, "mask_rcnn/accuracy": 0.8761637549183436, "mask_rcnn/false_negative": 0.11704573271772123, "mask_rcnn/false_positive": 0.1398831585950426, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.5673798690040712, "total_loss": 1.1238611922017299} {"data_time": 0.012080670494469814, "eta_seconds": 34407.70876842559, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.32652556245003617, "fast_rcnn/fg_cls_accuracy": 0.6632088520055325, "iteration": 209299, "loss_box_reg": 0.2529391690623015, "loss_cls": 0.2220900203101337, "loss_mask": 0.256793855689466, "loss_rpn_cls": 0.04602583800442517, "loss_rpn_loc": 0.07828309811884537, "loss_sem_seg": 0.298452852293849, "lr": 0.02, "mask_rcnn/accuracy": 0.8973991739552964, "mask_rcnn/false_negative": 0.09113604774345434, "mask_rcnn/false_positive": 0.10966681074213136, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5742892305061105, "total_loss": 1.1597767507773824} {"data_time": 0.011207526498765219, "eta_seconds": 34403.111002580255, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.38130002163097554, "fast_rcnn/fg_cls_accuracy": 0.5811682329095265, "iteration": 209319, "loss_box_reg": 0.24810180836357176, "loss_cls": 0.21007141121663153, "loss_mask": 0.2526809284463525, "loss_rpn_cls": 0.042612380217178725, "loss_rpn_loc": 0.0750664941733703, "loss_sem_seg": 0.3406182639300823, "lr": 0.02, "mask_rcnn/accuracy": 0.891784112895998, "mask_rcnn/false_negative": 0.09751641488628587, "mask_rcnn/false_positive": 0.10011224777134203, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.5690551044972381, "total_loss": 1.120845585130155} {"data_time": 0.012720389502646867, "eta_seconds": 34375.30129174139, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.3056648308418568, "fast_rcnn/fg_cls_accuracy": 0.6589147286821706, "iteration": 209339, "loss_box_reg": 0.2094439344946295, "loss_cls": 0.18780596973374486, "loss_mask": 0.250085661187768, "loss_rpn_cls": 0.040077870566165075, "loss_rpn_loc": 0.06882160549866967, "loss_sem_seg": 0.31845568702556193, "lr": 0.02, "mask_rcnn/accuracy": 0.9081834559053794, "mask_rcnn/false_negative": 0.0870005532328629, "mask_rcnn/false_positive": 0.09592309258786097, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5580656774982344, "total_loss": 1.063829508377239} {"data_time": 0.013780604997009505, "eta_seconds": 34371.103433715136, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.3293776371308017, "fast_rcnn/fg_cls_accuracy": 0.5907014371371466, "iteration": 209359, "loss_box_reg": 0.2420991389080882, "loss_cls": 0.20885103149339557, "loss_mask": 0.2589392075315118, "loss_rpn_cls": 0.04213463104679249, "loss_rpn_loc": 0.07751712341269013, "loss_sem_seg": 0.3252686420455575, "lr": 0.02, "mask_rcnn/accuracy": 0.8960278606779154, "mask_rcnn/false_negative": 0.09401923214669118, "mask_rcnn/false_positive": 0.11056519085540878, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5713990480071516, "total_loss": 1.1574293502053479} {"data_time": 0.012431274008122273, "eta_seconds": 34407.81534566838, "fast_rcnn/cls_accuracy": 0.96533203125, "fast_rcnn/false_negative": 0.20217781769196227, "fast_rcnn/fg_cls_accuracy": 0.7562388591800356, "iteration": 209379, "loss_box_reg": 0.22681656759232283, "loss_cls": 0.21126197068952024, "loss_mask": 0.24028654349967837, "loss_rpn_cls": 0.048737412435002625, "loss_rpn_loc": 0.06798237521434203, "loss_sem_seg": 0.3193452707491815, "lr": 0.02, "mask_rcnn/accuracy": 0.9116315884473679, "mask_rcnn/false_negative": 0.0641566204226057, "mask_rcnn/false_positive": 0.1292174239986958, "roi_head/num_bg_samples": 465.5, "roi_head/num_fg_samples": 46.5, "rpn/num_neg_anchors": 235.0, "rpn/num_pos_anchors": 21.0, "time": 0.5725653464978677, "total_loss": 1.1411606097353797} {"data_time": 0.012062674999469891, "eta_seconds": 34390.7920383322, "fast_rcnn/cls_accuracy": 0.91259765625, "fast_rcnn/false_negative": 0.3566689742702204, "fast_rcnn/fg_cls_accuracy": 0.5522264194139195, "iteration": 209399, "loss_box_reg": 0.2330656778649427, "loss_cls": 0.21640727994963527, "loss_mask": 0.25523044168949127, "loss_rpn_cls": 0.03960949362954125, "loss_rpn_loc": 0.0785375565465074, "loss_sem_seg": 0.28182618762366474, "lr": 0.02, "mask_rcnn/accuracy": 0.8857146923686039, "mask_rcnn/false_negative": 0.1011083224256764, "mask_rcnn/false_positive": 0.12247064036794628, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.5594332860055147, "total_loss": 1.0973425239462813} {"data_time": 0.012689674003922846, "eta_seconds": 34358.721700285874, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.38951809904508106, "fast_rcnn/fg_cls_accuracy": 0.6062624916722186, "iteration": 209419, "loss_box_reg": 0.21625375282019377, "loss_cls": 0.20084519032388926, "loss_mask": 0.23992219753563404, "loss_rpn_cls": 0.03921185554827389, "loss_rpn_loc": 0.06631412508431822, "loss_sem_seg": 0.2936460501514375, "lr": 0.02, "mask_rcnn/accuracy": 0.893344472445154, "mask_rcnn/false_negative": 0.09329256608487066, "mask_rcnn/false_positive": 0.11671211857563157, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5656762685030117, "total_loss": 1.0347458098840434} {"data_time": 0.011550239003554452, "eta_seconds": 34333.158516036994, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.404978354978355, "fast_rcnn/fg_cls_accuracy": 0.5559082892416226, "iteration": 209439, "loss_box_reg": 0.23747302079573274, "loss_cls": 0.2192036211490631, "loss_mask": 0.2541222027502954, "loss_rpn_cls": 0.03435672899649944, "loss_rpn_loc": 0.0665968417597469, "loss_sem_seg": 0.3207917334511876, "lr": 0.02, "mask_rcnn/accuracy": 0.8895515925264115, "mask_rcnn/false_negative": 0.07735081988616949, "mask_rcnn/false_positive": 0.1157177150546434, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5668591094945441, "total_loss": 1.140000297455117} {"data_time": 0.012429693000740372, "eta_seconds": 34308.794474320006, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.30581323438466296, "fast_rcnn/fg_cls_accuracy": 0.6487962372448979, "iteration": 209459, "loss_box_reg": 0.21990049304440618, "loss_cls": 0.19194435607641935, "loss_mask": 0.24286174587905407, "loss_rpn_cls": 0.036755062552401796, "loss_rpn_loc": 0.0813906504336046, "loss_sem_seg": 0.33098174049519, "lr": 0.02, "mask_rcnn/accuracy": 0.8905932094864688, "mask_rcnn/false_negative": 0.09742600602820989, "mask_rcnn/false_positive": 0.10788835718307627, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5595176495044143, "total_loss": 1.1220781261945376} {"data_time": 0.013297288998728618, "eta_seconds": 34297.46040502009, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.30560064935064934, "fast_rcnn/fg_cls_accuracy": 0.6542207792207793, "iteration": 209479, "loss_box_reg": 0.21427159709855914, "loss_cls": 0.192689053947106, "loss_mask": 0.2491159033961594, "loss_rpn_cls": 0.03658067458309233, "loss_rpn_loc": 0.0780919746903237, "loss_sem_seg": 0.3025261117145419, "lr": 0.02, "mask_rcnn/accuracy": 0.9065017112614276, "mask_rcnn/false_negative": 0.08166482635819389, "mask_rcnn/false_positive": 0.08593404333975313, "roi_head/num_bg_samples": 457.25, "roi_head/num_fg_samples": 54.75, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5642433004977647, "total_loss": 1.0882184752772446} {"data_time": 0.011782597997807898, "eta_seconds": 34291.75193092461, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.35861823361823364, "fast_rcnn/fg_cls_accuracy": 0.6181761786600497, "iteration": 209499, "loss_box_reg": 0.2482849161606282, "loss_cls": 0.1998680867254734, "loss_mask": 0.24062588857486844, "loss_rpn_cls": 0.04199486805009656, "loss_rpn_loc": 0.07605184530257247, "loss_sem_seg": 0.2867131852544844, "lr": 0.02, "mask_rcnn/accuracy": 0.8843513533555083, "mask_rcnn/false_negative": 0.12078553161000241, "mask_rcnn/false_positive": 0.0993100651233699, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5709707619971596, "total_loss": 1.0842135881594004} {"data_time": 0.012358134998066816, "eta_seconds": 34277.75347683686, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.3374266862170088, "fast_rcnn/fg_cls_accuracy": 0.6483687683284457, "iteration": 209519, "loss_box_reg": 0.24610514054074883, "loss_cls": 0.21513540297746658, "loss_mask": 0.2613689564168453, "loss_rpn_cls": 0.04080930509371683, "loss_rpn_loc": 0.07407894168864004, "loss_sem_seg": 0.30435986211523414, "lr": 0.02, "mask_rcnn/accuracy": 0.8842193060593107, "mask_rcnn/false_negative": 0.08713401517445774, "mask_rcnn/false_positive": 0.1414755900745706, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5610666505017434, "total_loss": 1.1611957248260296} {"data_time": 0.013070304994471371, "eta_seconds": 34269.08007298446, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.354223125564589, "fast_rcnn/fg_cls_accuracy": 0.6211067853170189, "iteration": 209539, "loss_box_reg": 0.22188888024538755, "loss_cls": 0.21241003973409534, "loss_mask": 0.26023441553115845, "loss_rpn_cls": 0.04603190132183954, "loss_rpn_loc": 0.07288556621642783, "loss_sem_seg": 0.2879472030326724, "lr": 0.02, "mask_rcnn/accuracy": 0.8786493255838921, "mask_rcnn/false_negative": 0.10567676537229656, "mask_rcnn/false_positive": 0.13822735151071774, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5651496580030653, "total_loss": 1.067251118409331} {"data_time": 0.012097521503164899, "eta_seconds": 34250.20159025059, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.3608498488411152, "fast_rcnn/fg_cls_accuracy": 0.609797924438237, "iteration": 209559, "loss_box_reg": 0.2087987137492746, "loss_cls": 0.18526416993699968, "loss_mask": 0.25141838379204273, "loss_rpn_cls": 0.03972361645719502, "loss_rpn_loc": 0.07361374842002988, "loss_sem_seg": 0.3176623680628836, "lr": 0.02, "mask_rcnn/accuracy": 0.9041737176499199, "mask_rcnn/false_negative": 0.09099071613422934, "mask_rcnn/false_positive": 0.10016101979309285, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.5551627820022986, "total_loss": 1.060538452846231} {"data_time": 0.012358978994598147, "eta_seconds": 34235.11975903277, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.3391594261466963, "fast_rcnn/fg_cls_accuracy": 0.5816788807461692, "iteration": 209579, "loss_box_reg": 0.23536991805303842, "loss_cls": 0.21502914372831583, "loss_mask": 0.24760802090168, "loss_rpn_cls": 0.04249434298253618, "loss_rpn_loc": 0.07466605491936207, "loss_sem_seg": 0.31160248164087534, "lr": 0.02, "mask_rcnn/accuracy": 0.9062418627738176, "mask_rcnn/false_negative": 0.06457058179327341, "mask_rcnn/false_positive": 0.12210013372790882, "roi_head/num_bg_samples": 462.0, "roi_head/num_fg_samples": 50.0, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5779873314968427, "total_loss": 1.1137220825476106} {"data_time": 0.013220531000115443, "eta_seconds": 34226.30559383409, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.33989653716216217, "fast_rcnn/fg_cls_accuracy": 0.6395733173076923, "iteration": 209599, "loss_box_reg": 0.22866622265428305, "loss_cls": 0.19900671858340502, "loss_mask": 0.2442211303859949, "loss_rpn_cls": 0.041260190977482125, "loss_rpn_loc": 0.06896019994746894, "loss_sem_seg": 0.31855870643630624, "lr": 0.02, "mask_rcnn/accuracy": 0.8968136065971379, "mask_rcnn/false_negative": 0.09612155165840602, "mask_rcnn/false_positive": 0.09899219043387046, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5711389130083262, "total_loss": 1.0879598957544658} {"data_time": 0.012068693002220243, "eta_seconds": 34209.83432601115, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.3122409583830126, "fast_rcnn/fg_cls_accuracy": 0.6703336557059961, "iteration": 209619, "loss_box_reg": 0.2177454475313425, "loss_cls": 0.19435332133434713, "loss_mask": 0.24965842254459858, "loss_rpn_cls": 0.049502256893902086, "loss_rpn_loc": 0.08192169669200666, "loss_sem_seg": 0.34797028359025717, "lr": 0.02, "mask_rcnn/accuracy": 0.8941435305426291, "mask_rcnn/false_negative": 0.0926956435037814, "mask_rcnn/false_positive": 0.12197887444171399, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5585318625016953, "total_loss": 1.164684219576884} {"data_time": 0.01219596600276418, "eta_seconds": 34204.86785773094, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3469945355191257, "fast_rcnn/fg_cls_accuracy": 0.5929127376141297, "iteration": 209639, "loss_box_reg": 0.21498482767492533, "loss_cls": 0.1868134227115661, "loss_mask": 0.24743291828781366, "loss_rpn_cls": 0.0435128157841973, "loss_rpn_loc": 0.0779500764911063, "loss_sem_seg": 0.2786963591352105, "lr": 0.02, "mask_rcnn/accuracy": 0.8878305181976931, "mask_rcnn/false_negative": 0.0879907189510684, "mask_rcnn/false_positive": 0.11089551968867875, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5734911214967724, "total_loss": 1.075300538330339} {"data_time": 0.012468377004552167, "eta_seconds": 34198.40813719702, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.3194032616753151, "fast_rcnn/fg_cls_accuracy": 0.6805967383246849, "iteration": 209659, "loss_box_reg": 0.23800779250450432, "loss_cls": 0.2011440396308899, "loss_mask": 0.25989809073507786, "loss_rpn_cls": 0.04284505652321968, "loss_rpn_loc": 0.0746772263373714, "loss_sem_seg": 0.2874251352623105, "lr": 0.02, "mask_rcnn/accuracy": 0.8909484649122807, "mask_rcnn/false_negative": 0.09843975136905414, "mask_rcnn/false_positive": 0.11984816638320495, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.5715461145009613, "total_loss": 1.1252548849734012} {"data_time": 0.012805566497263499, "eta_seconds": 34188.37400144013, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.3221913236929922, "fast_rcnn/fg_cls_accuracy": 0.6616796440489432, "iteration": 209679, "loss_box_reg": 0.23693411704152822, "loss_cls": 0.21422784077003598, "loss_mask": 0.2504565082490444, "loss_rpn_cls": 0.04262108888360672, "loss_rpn_loc": 0.08807201369199902, "loss_sem_seg": 0.2844649711623788, "lr": 0.02, "mask_rcnn/accuracy": 0.8938673941798941, "mask_rcnn/false_negative": 0.08322355058711912, "mask_rcnn/false_positive": 0.11234449048832493, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5730377575091552, "total_loss": 1.122372466546949} {"data_time": 0.012400571002217475, "eta_seconds": 34185.75967496486, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.3124401913875598, "fast_rcnn/fg_cls_accuracy": 0.6517278043593833, "iteration": 209699, "loss_box_reg": 0.2383700900245458, "loss_cls": 0.2096971838036552, "loss_mask": 0.24411122174933553, "loss_rpn_cls": 0.04326783648139099, "loss_rpn_loc": 0.06971625567530282, "loss_sem_seg": 0.32510973792523146, "lr": 0.02, "mask_rcnn/accuracy": 0.8963904486041108, "mask_rcnn/false_negative": 0.09069333377439157, "mask_rcnn/false_positive": 0.1095839033559301, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5566807670038543, "total_loss": 1.1325010664295405} {"data_time": 0.012414070006343536, "eta_seconds": 34167.06277022463, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.24859550561797752, "fast_rcnn/fg_cls_accuracy": 0.6369047619047619, "iteration": 209719, "loss_box_reg": 0.23898032633587718, "loss_cls": 0.20845811255276203, "loss_mask": 0.25550762517377734, "loss_rpn_cls": 0.04621635813964531, "loss_rpn_loc": 0.07369879691395909, "loss_sem_seg": 0.3432318929117173, "lr": 0.02, "mask_rcnn/accuracy": 0.9004635250895535, "mask_rcnn/false_negative": 0.09054100271278463, "mask_rcnn/false_positive": 0.11370483593607764, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5596568059991114, "total_loss": 1.1779547715341323} {"data_time": 0.012385050496959593, "eta_seconds": 34178.28852731226, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.258204134366925, "fast_rcnn/fg_cls_accuracy": 0.7105393369619001, "iteration": 209739, "loss_box_reg": 0.22286046296358109, "loss_cls": 0.19837430072948337, "loss_mask": 0.23384034261107445, "loss_rpn_cls": 0.03230769599031191, "loss_rpn_loc": 0.06540794123429805, "loss_sem_seg": 0.3278932962566614, "lr": 0.02, "mask_rcnn/accuracy": 0.9172753503110647, "mask_rcnn/false_negative": 0.0760617174562164, "mask_rcnn/false_positive": 0.09082922914040042, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 236.0, "rpn/num_pos_anchors": 20.0, "time": 0.567356685998675, "total_loss": 1.0958281319763046} {"data_time": 0.012236235503223725, "eta_seconds": 34160.70932183201, "fast_rcnn/cls_accuracy": 0.90966796875, "fast_rcnn/false_negative": 0.39345711759504864, "fast_rcnn/fg_cls_accuracy": 0.585367428645228, "iteration": 209759, "loss_box_reg": 0.21266283956356347, "loss_cls": 0.19585254217963666, "loss_mask": 0.24553817231208086, "loss_rpn_cls": 0.04484244968625717, "loss_rpn_loc": 0.0677492079557851, "loss_sem_seg": 0.3019381077028811, "lr": 0.02, "mask_rcnn/accuracy": 0.8857605222804319, "mask_rcnn/false_negative": 0.11304576662212697, "mask_rcnn/false_positive": 0.13242256513260692, "roi_head/num_bg_samples": 424.75, "roi_head/num_fg_samples": 87.25, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5596069884995813, "total_loss": 1.0856743643817026} {"data_time": 0.012066562005202286, "eta_seconds": 34133.05497728467, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.29180035650623887, "fast_rcnn/fg_cls_accuracy": 0.6762536873156342, "iteration": 209779, "loss_box_reg": 0.22999073658138514, "loss_cls": 0.2049421756528318, "loss_mask": 0.24263173062354326, "loss_rpn_cls": 0.04462196907843463, "loss_rpn_loc": 0.07525535806780681, "loss_sem_seg": 0.29951169108971953, "lr": 0.02, "mask_rcnn/accuracy": 0.9035298903018094, "mask_rcnn/false_negative": 0.08346466494472689, "mask_rcnn/false_positive": 0.11614522348872383, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5574569745003828, "total_loss": 1.1147439407650381} {"data_time": 0.012048259006405715, "eta_seconds": 34138.02662445193, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.36188257222739983, "fast_rcnn/fg_cls_accuracy": 0.5699207828518174, "iteration": 209799, "loss_box_reg": 0.21244450099766254, "loss_cls": 0.20571310771629214, "loss_mask": 0.24019446084275842, "loss_rpn_cls": 0.03925361073015665, "loss_rpn_loc": 0.07604412999353372, "loss_sem_seg": 0.30925502092577517, "lr": 0.02, "mask_rcnn/accuracy": 0.8902108095985647, "mask_rcnn/false_negative": 0.09336692982654934, "mask_rcnn/false_positive": 0.1351583023280865, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5644582215027185, "total_loss": 1.0992023270646314} {"data_time": 0.01337028099806048, "eta_seconds": 34139.544420555794, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.32575757575757575, "fast_rcnn/fg_cls_accuracy": 0.6260610438865812, "iteration": 209819, "loss_box_reg": 0.22992756683379412, "loss_cls": 0.22273137653246522, "loss_mask": 0.26065429765731096, "loss_rpn_cls": 0.04603944974951446, "loss_rpn_loc": 0.07390730205224827, "loss_sem_seg": 0.32351761730387807, "lr": 0.02, "mask_rcnn/accuracy": 0.8884833203253754, "mask_rcnn/false_negative": 0.08674413873046552, "mask_rcnn/false_positive": 0.11506483628382808, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 235.5, "rpn/num_pos_anchors": 20.5, "time": 0.5860592229946633, "total_loss": 1.1486455113627017} {"data_time": 0.012342981994152069, "eta_seconds": 34115.34392707185, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.33768507402961184, "fast_rcnn/fg_cls_accuracy": 0.6061191466878013, "iteration": 209839, "loss_box_reg": 0.23822248773649335, "loss_cls": 0.22434172441717237, "loss_mask": 0.25311237992718816, "loss_rpn_cls": 0.040499178336176556, "loss_rpn_loc": 0.07189176109386608, "loss_sem_seg": 0.28977538098115474, "lr": 0.02, "mask_rcnn/accuracy": 0.8905125501574838, "mask_rcnn/false_negative": 0.08672733021073334, "mask_rcnn/false_positive": 0.11036908975432722, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.56741261100251, "total_loss": 1.130587580963038} {"data_time": 0.012652899000386242, "eta_seconds": 34110.22801349275, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.28114754098360656, "fast_rcnn/fg_cls_accuracy": 0.652261078042328, "iteration": 209859, "loss_box_reg": 0.22460823878645897, "loss_cls": 0.188686718698591, "loss_mask": 0.25812961254268885, "loss_rpn_cls": 0.04031322906666901, "loss_rpn_loc": 0.07696054974803701, "loss_sem_seg": 0.3056319858878851, "lr": 0.02, "mask_rcnn/accuracy": 0.8940778057229781, "mask_rcnn/false_negative": 0.1027764721210059, "mask_rcnn/false_positive": 0.1128405045011075, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5664296719915001, "total_loss": 1.0862759698211448} {"data_time": 0.012612794991582632, "eta_seconds": 34125.05631810304, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.38125763125763124, "fast_rcnn/fg_cls_accuracy": 0.5377492877492878, "iteration": 209879, "loss_box_reg": 0.22250006347894669, "loss_cls": 0.21170672215521336, "loss_mask": 0.2553756143897772, "loss_rpn_cls": 0.038087108434410766, "loss_rpn_loc": 0.07132063788594678, "loss_sem_seg": 0.31167287414427847, "lr": 0.02, "mask_rcnn/accuracy": 0.8929632489555133, "mask_rcnn/false_negative": 0.08909981659661516, "mask_rcnn/false_positive": 0.12144285538332947, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5799129034930957, "total_loss": 1.1452762428671122} {"data_time": 0.01233693299582228, "eta_seconds": 34094.161931836024, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.2303034724248614, "fast_rcnn/fg_cls_accuracy": 0.685388845247447, "iteration": 209899, "loss_box_reg": 0.21314954664558172, "loss_cls": 0.19919971330091357, "loss_mask": 0.23907555174082518, "loss_rpn_cls": 0.042415989679284394, "loss_rpn_loc": 0.0790340171661228, "loss_sem_seg": 0.2909938897937536, "lr": 0.02, "mask_rcnn/accuracy": 0.9025620292759962, "mask_rcnn/false_negative": 0.09853328026832398, "mask_rcnn/false_positive": 0.11297554022941458, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5615445204966818, "total_loss": 1.0742221843102016} {"data_time": 0.01376185700064525, "eta_seconds": 34069.978532311696, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.3172669491525424, "fast_rcnn/fg_cls_accuracy": 0.6267326732673267, "iteration": 209919, "loss_box_reg": 0.2032394118141383, "loss_cls": 0.17696515982970595, "loss_mask": 0.24005338130518794, "loss_rpn_cls": 0.039381761685945094, "loss_rpn_loc": 0.07263433933258057, "loss_sem_seg": 0.30869576800614595, "lr": 0.02, "mask_rcnn/accuracy": 0.9011812934728287, "mask_rcnn/false_negative": 0.0963014497375472, "mask_rcnn/false_positive": 0.1164461418225303, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5564142804942094, "total_loss": 1.0571833146968856} {"data_time": 0.011379134994058404, "eta_seconds": 34042.36752944479, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3155168444478551, "fast_rcnn/fg_cls_accuracy": 0.6671476910828025, "iteration": 209939, "loss_box_reg": 0.2393002607859671, "loss_cls": 0.19888829393312335, "loss_mask": 0.24571863003075123, "loss_rpn_cls": 0.041343400574987754, "loss_rpn_loc": 0.06950477778445929, "loss_sem_seg": 0.2703282628208399, "lr": 0.02, "mask_rcnn/accuracy": 0.9005804417015735, "mask_rcnn/false_negative": 0.0915458989166277, "mask_rcnn/false_positive": 0.09997518801376673, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.5701422755009844, "total_loss": 1.0817769490968203} {"data_time": 0.011990654005785473, "eta_seconds": 34031.031598464804, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.31738212526389864, "fast_rcnn/fg_cls_accuracy": 0.6651917404129793, "iteration": 209959, "loss_box_reg": 0.22513591265305877, "loss_cls": 0.21670566953253, "loss_mask": 0.23747722059488297, "loss_rpn_cls": 0.03627999217133038, "loss_rpn_loc": 0.06697242119116709, "loss_sem_seg": 0.3477221103385091, "lr": 0.02, "mask_rcnn/accuracy": 0.8901596385542169, "mask_rcnn/false_negative": 0.094038882295497, "mask_rcnn/false_positive": 0.11987993768322033, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5726901239977451, "total_loss": 1.1441408653336111} {"data_time": 0.012181857498944737, "eta_seconds": 34035.95448624158, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.2790622299049265, "fast_rcnn/fg_cls_accuracy": 0.6918706293706294, "iteration": 209979, "loss_box_reg": 0.22470757644623518, "loss_cls": 0.216546677518636, "loss_mask": 0.2392885503359139, "loss_rpn_cls": 0.040261939517222345, "loss_rpn_loc": 0.08058950930717401, "loss_sem_seg": 0.31428051833063364, "lr": 0.02, "mask_rcnn/accuracy": 0.9058862587242689, "mask_rcnn/false_negative": 0.08708831979765537, "mask_rcnn/false_positive": 0.09628366263542776, "roi_head/num_bg_samples": 457.5, "roi_head/num_fg_samples": 54.5, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5715396374944248, "total_loss": 1.2181042542106297} {"data_time": 0.012602230999618769, "eta_seconds": 34024.61313755154, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.3061283299180328, "fast_rcnn/fg_cls_accuracy": 0.6471738357625311, "iteration": 209999, "loss_box_reg": 0.22338889725506306, "loss_cls": 0.2066904290113598, "loss_mask": 0.24103153869509697, "loss_rpn_cls": 0.0400856195774395, "loss_rpn_loc": 0.07120985200162977, "loss_sem_seg": 0.3084542565047741, "lr": 0.02, "mask_rcnn/accuracy": 0.8965156013970417, "mask_rcnn/false_negative": 0.08713499039726941, "mask_rcnn/false_positive": 0.12600565760653298, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5748394530019141, "total_loss": 1.1061953881617228} {"data_time": 0.012369354502880014, "eta_seconds": 34002.998783010546, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.32590625721542366, "fast_rcnn/fg_cls_accuracy": 0.6199324324324325, "iteration": 210019, "loss_box_reg": 0.21764828590676188, "loss_cls": 0.19523584633134305, "loss_mask": 0.24191172933205962, "loss_rpn_cls": 0.03848007012857124, "loss_rpn_loc": 0.06988267856650054, "loss_sem_seg": 0.29092213814146817, "lr": 0.002, "mask_rcnn/accuracy": 0.8952219479206192, "mask_rcnn/false_negative": 0.09416790523841904, "mask_rcnn/false_positive": 0.10276006042362114, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.5674669619984343, "total_loss": 1.07665451412322} {"data_time": 0.012138253499870189, "eta_seconds": 33983.17562868578, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.26351052048726464, "fast_rcnn/fg_cls_accuracy": 0.676091647626301, "iteration": 210039, "loss_box_reg": 0.21399401337839663, "loss_cls": 0.1980134465266019, "loss_mask": 0.24509227089583874, "loss_rpn_cls": 0.03914368213736452, "loss_rpn_loc": 0.08123159414390102, "loss_sem_seg": 0.2784088933840394, "lr": 0.002, "mask_rcnn/accuracy": 0.894726391913004, "mask_rcnn/false_negative": 0.08747967466875026, "mask_rcnn/false_positive": 0.11815105429393805, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5639013039981364, "total_loss": 1.0448848565429216} {"data_time": 0.012466828498872928, "eta_seconds": 33980.32293647047, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.33226363008971704, "fast_rcnn/fg_cls_accuracy": 0.6119271445358402, "iteration": 210059, "loss_box_reg": 0.2222232474014163, "loss_cls": 0.20955048501491547, "loss_mask": 0.23205571016296744, "loss_rpn_cls": 0.0393944910611026, "loss_rpn_loc": 0.07241736981086433, "loss_sem_seg": 0.262013504980132, "lr": 0.002, "mask_rcnn/accuracy": 0.8878399869765579, "mask_rcnn/false_negative": 0.1090901517544147, "mask_rcnn/false_positive": 0.11833358944362826, "roi_head/num_bg_samples": 424.25, "roi_head/num_fg_samples": 87.75, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5648513735068263, "total_loss": 1.0654247014899738} {"data_time": 0.012839791001169942, "eta_seconds": 33979.247742791384, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.3889360898706693, "fast_rcnn/fg_cls_accuracy": 0.5903118349218099, "iteration": 210079, "loss_box_reg": 0.22685881610959768, "loss_cls": 0.19864470465108752, "loss_mask": 0.24831585586071014, "loss_rpn_cls": 0.03635896657942794, "loss_rpn_loc": 0.0768785221298458, "loss_sem_seg": 0.28016508696600795, "lr": 0.002, "mask_rcnn/accuracy": 0.8844764505862441, "mask_rcnn/false_negative": 0.12170497372578734, "mask_rcnn/false_positive": 0.11547115632523514, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.577338293500361, "total_loss": 1.0464015934194322} {"data_time": 0.011934378009755164, "eta_seconds": 33947.88451457457, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.2663966049382716, "fast_rcnn/fg_cls_accuracy": 0.6483686067019401, "iteration": 210099, "loss_box_reg": 0.24122444773092866, "loss_cls": 0.21698584780097008, "loss_mask": 0.2506582587957382, "loss_rpn_cls": 0.04025819255184615, "loss_rpn_loc": 0.07987846512696706, "loss_sem_seg": 0.2968053622171283, "lr": 0.002, "mask_rcnn/accuracy": 0.8911830357142857, "mask_rcnn/false_negative": 0.09771548410304504, "mask_rcnn/false_positive": 0.11706001576308736, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5612943189989892, "total_loss": 1.138369699998293} {"data_time": 0.011478555999929085, "eta_seconds": 33934.77018742268, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.38311729571737196, "fast_rcnn/fg_cls_accuracy": 0.6045109211775879, "iteration": 210119, "loss_box_reg": 0.2239999258890748, "loss_cls": 0.20964035368524492, "loss_mask": 0.2444153930991888, "loss_rpn_cls": 0.03458044114813674, "loss_rpn_loc": 0.06562643096549436, "loss_sem_seg": 0.3063685626257211, "lr": 0.002, "mask_rcnn/accuracy": 0.8834995916591952, "mask_rcnn/false_negative": 0.0964722964441056, "mask_rcnn/false_positive": 0.13280159350169818, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.562666158999491, "total_loss": 1.0579665493860375} {"data_time": 0.01163798850029707, "eta_seconds": 33907.84101113217, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.31627175120325807, "fast_rcnn/fg_cls_accuracy": 0.6291854072963519, "iteration": 210139, "loss_box_reg": 0.20344791770912707, "loss_cls": 0.18073723022826016, "loss_mask": 0.2284423247911036, "loss_rpn_cls": 0.028872353133920114, "loss_rpn_loc": 0.05046163185033947, "loss_sem_seg": 0.2707643969915807, "lr": 0.002, "mask_rcnn/accuracy": 0.8937643280755525, "mask_rcnn/false_negative": 0.0732023996368048, "mask_rcnn/false_positive": 0.11563199297502716, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 235.75, "rpn/num_pos_anchors": 20.25, "time": 0.5582087664952269, "total_loss": 0.9890790343924891} {"data_time": 0.012759485500282608, "eta_seconds": 33900.28964546677, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.2883682560633559, "fast_rcnn/fg_cls_accuracy": 0.6712918660287082, "iteration": 210159, "loss_box_reg": 0.22607594286091626, "loss_cls": 0.19085040618665516, "loss_mask": 0.24146783165633678, "loss_rpn_cls": 0.0382171316887252, "loss_rpn_loc": 0.06973396497778594, "loss_sem_seg": 0.23887944035232067, "lr": 0.002, "mask_rcnn/accuracy": 0.8996865521100215, "mask_rcnn/false_negative": 0.09653337578212737, "mask_rcnn/false_positive": 0.11516939185366595, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5719967709956109, "total_loss": 1.0184336063393857} {"data_time": 0.012515376503870357, "eta_seconds": 33903.8359892885, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.29485631489978265, "fast_rcnn/fg_cls_accuracy": 0.6388553489495291, "iteration": 210179, "loss_box_reg": 0.23424962209537625, "loss_cls": 0.19920541805913672, "loss_mask": 0.25031764013692737, "loss_rpn_cls": 0.037028770359029295, "loss_rpn_loc": 0.07192067228606902, "loss_sem_seg": 0.2687645833939314, "lr": 0.002, "mask_rcnn/accuracy": 0.9069281803927695, "mask_rcnn/false_negative": 0.0810099338545775, "mask_rcnn/false_positive": 0.1053114653074186, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5744429205005872, "total_loss": 1.054630653525237} {"data_time": 0.011903397498826962, "eta_seconds": 33891.21119607476, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.2652780913675021, "fast_rcnn/fg_cls_accuracy": 0.7173205885296767, "iteration": 210199, "loss_box_reg": 0.213164322078228, "loss_cls": 0.18007605581078678, "loss_mask": 0.24187530996277928, "loss_rpn_cls": 0.031111084364056296, "loss_rpn_loc": 0.058741104672662914, "loss_sem_seg": 0.29021118208765984, "lr": 0.002, "mask_rcnn/accuracy": 0.907024244123879, "mask_rcnn/false_negative": 0.09959071957989304, "mask_rcnn/false_positive": 0.10989938683065677, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5555872074983199, "total_loss": 0.9836406185058877} {"data_time": 0.012573289008287247, "eta_seconds": 33915.76118338095, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.3377934082518123, "fast_rcnn/fg_cls_accuracy": 0.6238948844582648, "iteration": 210219, "loss_box_reg": 0.22746103443205357, "loss_cls": 0.20635126531124115, "loss_mask": 0.24585171975195408, "loss_rpn_cls": 0.037616522451571655, "loss_rpn_loc": 0.06297353259287775, "loss_sem_seg": 0.25827529828529805, "lr": 0.002, "mask_rcnn/accuracy": 0.8904891936653938, "mask_rcnn/false_negative": 0.08886541941522194, "mask_rcnn/false_positive": 0.12357359369835225, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.5755700299996533, "total_loss": 1.054950088437181} {"data_time": 0.012407276502926834, "eta_seconds": 33878.281627040116, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.2867936507936508, "fast_rcnn/fg_cls_accuracy": 0.6722553866243821, "iteration": 210239, "loss_box_reg": 0.20678004808723927, "loss_cls": 0.1720572323538363, "loss_mask": 0.24157522153109312, "loss_rpn_cls": 0.028579146710399073, "loss_rpn_loc": 0.07091142384160776, "loss_sem_seg": 0.28043595841154456, "lr": 0.002, "mask_rcnn/accuracy": 0.8878829822251482, "mask_rcnn/false_negative": 0.09252284825931761, "mask_rcnn/false_positive": 0.12741839569169672, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5711383094967459, "total_loss": 1.0072459527218598} {"data_time": 0.012329103497904725, "eta_seconds": 33857.20720497487, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.301521164021164, "fast_rcnn/fg_cls_accuracy": 0.6840886939571149, "iteration": 210259, "loss_box_reg": 0.22782122273929417, "loss_cls": 0.1837790342979133, "loss_mask": 0.23572779912501574, "loss_rpn_cls": 0.029626266477862373, "loss_rpn_loc": 0.06014866169425659, "loss_sem_seg": 0.2262547112768516, "lr": 0.002, "mask_rcnn/accuracy": 0.8872122951032959, "mask_rcnn/false_negative": 0.08448273356367836, "mask_rcnn/false_positive": 0.1334475058711328, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.561576130494359, "total_loss": 0.9947173755499534} {"data_time": 0.012191789006465115, "eta_seconds": 33865.83425589099, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.29007200368885894, "fast_rcnn/fg_cls_accuracy": 0.700286123032904, "iteration": 210279, "loss_box_reg": 0.22285003529395908, "loss_cls": 0.17564089526422322, "loss_mask": 0.2390876468271017, "loss_rpn_cls": 0.02917793541564606, "loss_rpn_loc": 0.06531126017216593, "loss_sem_seg": 0.24248740752227604, "lr": 0.002, "mask_rcnn/accuracy": 0.9029085225639553, "mask_rcnn/false_negative": 0.09298145880920916, "mask_rcnn/false_positive": 0.10883412284868399, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5766204585015657, "total_loss": 1.0104168026009575} {"data_time": 0.012976877987966873, "eta_seconds": 33844.26785723, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.25246548323471396, "fast_rcnn/fg_cls_accuracy": 0.7391259955074536, "iteration": 210299, "loss_box_reg": 0.22277600434608757, "loss_cls": 0.20002461085096002, "loss_mask": 0.24448726885020733, "loss_rpn_cls": 0.04185974659048952, "loss_rpn_loc": 0.07033246007631533, "loss_sem_seg": 0.28165451949462295, "lr": 0.002, "mask_rcnn/accuracy": 0.9004575280554616, "mask_rcnn/false_negative": 0.08734742158041522, "mask_rcnn/false_positive": 0.09300543971758947, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5687298330012709, "total_loss": 1.0455182360310573} {"data_time": 0.01193724200129509, "eta_seconds": 33821.17206039777, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.31765676567656764, "fast_rcnn/fg_cls_accuracy": 0.6624790619765494, "iteration": 210319, "loss_box_reg": 0.23751458735205233, "loss_cls": 0.20417384058237076, "loss_mask": 0.2515655206516385, "loss_rpn_cls": 0.04007881128927693, "loss_rpn_loc": 0.07585992271197028, "loss_sem_seg": 0.2548493561334908, "lr": 0.002, "mask_rcnn/accuracy": 0.8825235172193877, "mask_rcnn/false_negative": 0.10080737860969552, "mask_rcnn/false_positive": 0.1508044777453415, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5592881529955775, "total_loss": 1.0451162736862898} {"data_time": 0.012680086001637392, "eta_seconds": 33804.393832491325, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3329033771106942, "fast_rcnn/fg_cls_accuracy": 0.6340531561461794, "iteration": 210339, "loss_box_reg": 0.23116348666371778, "loss_cls": 0.18668410717509687, "loss_mask": 0.24392539076507092, "loss_rpn_cls": 0.04067335186118726, "loss_rpn_loc": 0.07725785349612124, "loss_sem_seg": 0.23259629774838686, "lr": 0.002, "mask_rcnn/accuracy": 0.8828967369458462, "mask_rcnn/false_negative": 0.10337722902922108, "mask_rcnn/false_positive": 0.11527078041090456, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5627376049960731, "total_loss": 1.032945319020655} {"data_time": 0.013190900506742764, "eta_seconds": 33767.43891691176, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.27595907928388747, "fast_rcnn/fg_cls_accuracy": 0.719693094629156, "iteration": 210359, "loss_box_reg": 0.2265020003542304, "loss_cls": 0.1851317315013148, "loss_mask": 0.24093368835747242, "loss_rpn_cls": 0.035921740825870074, "loss_rpn_loc": 0.08206430333666503, "loss_sem_seg": 0.25906177470460534, "lr": 0.002, "mask_rcnn/accuracy": 0.9008689324747221, "mask_rcnn/false_negative": 0.0895955011416543, "mask_rcnn/false_positive": 0.10983505300211152, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5610918330057757, "total_loss": 1.011988096011919} {"data_time": 0.011747476499294862, "eta_seconds": 33742.89347049867, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.3390599602672928, "fast_rcnn/fg_cls_accuracy": 0.6328883495145632, "iteration": 210379, "loss_box_reg": 0.21729160379618406, "loss_cls": 0.18882085755467415, "loss_mask": 0.23724990850314498, "loss_rpn_cls": 0.033293505548499525, "loss_rpn_loc": 0.06279413978336379, "loss_sem_seg": 0.2581638239789754, "lr": 0.002, "mask_rcnn/accuracy": 0.9004126019504615, "mask_rcnn/false_negative": 0.09344231168706064, "mask_rcnn/false_positive": 0.11210434689778219, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5636800244974438, "total_loss": 1.0168455132879899} {"data_time": 0.01141091749741463, "eta_seconds": 33736.224440045735, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.3242649838601797, "fast_rcnn/fg_cls_accuracy": 0.6178571428571429, "iteration": 210399, "loss_box_reg": 0.21717456867918372, "loss_cls": 0.18722740933299065, "loss_mask": 0.23623154126107693, "loss_rpn_cls": 0.032783309783553705, "loss_rpn_loc": 0.07249537413008511, "loss_sem_seg": 0.25458439416252077, "lr": 0.002, "mask_rcnn/accuracy": 0.8951667763879746, "mask_rcnn/false_negative": 0.09002394657654816, "mask_rcnn/false_positive": 0.11400511921097194, "roi_head/num_bg_samples": 431.75, "roi_head/num_fg_samples": 80.25, "rpn/num_neg_anchors": 194.5, "rpn/num_pos_anchors": 61.5, "time": 0.566080687502108, "total_loss": 0.9926692909648409} {"data_time": 0.012970991505426355, "eta_seconds": 33724.90374930563, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.2823684644565396, "fast_rcnn/fg_cls_accuracy": 0.6766452251360713, "iteration": 210419, "loss_box_reg": 0.23799239099025726, "loss_cls": 0.19961283169686794, "loss_mask": 0.24231300689280033, "loss_rpn_cls": 0.039190156501717865, "loss_rpn_loc": 0.062124905540258624, "loss_sem_seg": 0.3053629647474736, "lr": 0.002, "mask_rcnn/accuracy": 0.9001725880321734, "mask_rcnn/false_negative": 0.09725594047192909, "mask_rcnn/false_positive": 0.10990631916446572, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5650903119967552, "total_loss": 1.0860601809690706} {"data_time": 0.012320926500251517, "eta_seconds": 33717.75685515667, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.2816060523197521, "fast_rcnn/fg_cls_accuracy": 0.6436302449672568, "iteration": 210439, "loss_box_reg": 0.22111603477969766, "loss_cls": 0.18197008431889117, "loss_mask": 0.23406316433101892, "loss_rpn_cls": 0.029824106488376856, "loss_rpn_loc": 0.060429956822190434, "loss_sem_seg": 0.2734533534385264, "lr": 0.002, "mask_rcnn/accuracy": 0.8868978926604656, "mask_rcnn/false_negative": 0.11421389069559429, "mask_rcnn/false_positive": 0.11180481933765515, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.5688067705050344, "total_loss": 1.0067593569401652} {"data_time": 0.012105110501579475, "eta_seconds": 33720.90084419786, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.26874122191011235, "fast_rcnn/fg_cls_accuracy": 0.6587180985778297, "iteration": 210459, "loss_box_reg": 0.22963408334180713, "loss_cls": 0.1861137233208865, "loss_mask": 0.2422620141878724, "loss_rpn_cls": 0.033606152264837874, "loss_rpn_loc": 0.062243648804724216, "loss_sem_seg": 0.25684908917173743, "lr": 0.002, "mask_rcnn/accuracy": 0.8890785469629663, "mask_rcnn/false_negative": 0.08577323230067967, "mask_rcnn/false_positive": 0.12617634494221264, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5774426399948425, "total_loss": 1.0425604556585313} {"data_time": 0.013498066007741727, "eta_seconds": 33727.094434817904, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.2620448179271709, "fast_rcnn/fg_cls_accuracy": 0.735239902412578, "iteration": 210479, "loss_box_reg": 0.23662160662934184, "loss_cls": 0.20270843617618084, "loss_mask": 0.23761083465069532, "loss_rpn_cls": 0.03514306346187368, "loss_rpn_loc": 0.07475147757213563, "loss_sem_seg": 0.2631565947085619, "lr": 0.002, "mask_rcnn/accuracy": 0.900993160496982, "mask_rcnn/false_negative": 0.0862957334637553, "mask_rcnn/false_positive": 0.10048693366994291, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5786825904942816, "total_loss": 1.0552176090423018} {"data_time": 0.012095760001102462, "eta_seconds": 33715.76159617782, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.3416998442097975, "fast_rcnn/fg_cls_accuracy": 0.6238158393330807, "iteration": 210499, "loss_box_reg": 0.22612020024098456, "loss_cls": 0.21931682748254389, "loss_mask": 0.24214200908318162, "loss_rpn_cls": 0.03767303367931163, "loss_rpn_loc": 0.07568267421447672, "loss_sem_seg": 0.26391456089913845, "lr": 0.002, "mask_rcnn/accuracy": 0.8874213998253242, "mask_rcnn/false_negative": 0.09277593483615137, "mask_rcnn/false_positive": 0.1373792646544288, "roi_head/num_bg_samples": 425.0, "roi_head/num_fg_samples": 87.0, "rpn/num_neg_anchors": 206.25, "rpn/num_pos_anchors": 49.75, "time": 0.5693700430056197, "total_loss": 1.0624708081886638} {"data_time": 0.012999202503124252, "eta_seconds": 33722.47719566762, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.2806589383770592, "fast_rcnn/fg_cls_accuracy": 0.6593332410164093, "iteration": 210519, "loss_box_reg": 0.2093023716006428, "loss_cls": 0.16241616616025567, "loss_mask": 0.2311199614778161, "loss_rpn_cls": 0.03762906741758343, "loss_rpn_loc": 0.06236399043700658, "loss_sem_seg": 0.23514676233753562, "lr": 0.002, "mask_rcnn/accuracy": 0.8969268120854219, "mask_rcnn/false_negative": 0.09555855324515242, "mask_rcnn/false_positive": 0.11756670388939822, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5715967505020672, "total_loss": 0.9290984602121171} {"data_time": 0.012481605001084972, "eta_seconds": 33717.480279769276, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3523402909550917, "fast_rcnn/fg_cls_accuracy": 0.6125059780009565, "iteration": 210539, "loss_box_reg": 0.21473946096375585, "loss_cls": 0.18343299045227468, "loss_mask": 0.24613632541149855, "loss_rpn_cls": 0.033055342464649584, "loss_rpn_loc": 0.06489451523520984, "loss_sem_seg": 0.27212905744090676, "lr": 0.002, "mask_rcnn/accuracy": 0.8920508198238973, "mask_rcnn/false_negative": 0.10928973519038915, "mask_rcnn/false_positive": 0.13005326394838568, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5663499949951074, "total_loss": 1.0183688698525657} {"data_time": 0.012584520998643711, "eta_seconds": 33722.86780919267, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3049645390070922, "fast_rcnn/fg_cls_accuracy": 0.6946969696969697, "iteration": 210559, "loss_box_reg": 0.22828531707637012, "loss_cls": 0.18832040508277714, "loss_mask": 0.24067383026704192, "loss_rpn_cls": 0.031004684940853622, "loss_rpn_loc": 0.07117529294919223, "loss_sem_seg": 0.2687891353853047, "lr": 0.002, "mask_rcnn/accuracy": 0.8976661725195397, "mask_rcnn/false_negative": 0.091232608127477, "mask_rcnn/false_positive": 0.09407783313074441, "roi_head/num_bg_samples": 430.25, "roi_head/num_fg_samples": 81.75, "rpn/num_neg_anchors": 206.75, "rpn/num_pos_anchors": 49.25, "time": 0.5642710009997245, "total_loss": 1.0196281958196778} {"data_time": 0.012770346998877358, "eta_seconds": 33711.52114012277, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.23980343980343982, "fast_rcnn/fg_cls_accuracy": 0.7074119574119575, "iteration": 210579, "loss_box_reg": 0.2250119149684906, "loss_cls": 0.19134429236873984, "loss_mask": 0.2504611499607563, "loss_rpn_cls": 0.032964942263788544, "loss_rpn_loc": 0.06349169966415502, "loss_sem_seg": 0.26457230374217033, "lr": 0.002, "mask_rcnn/accuracy": 0.9038237803862803, "mask_rcnn/false_negative": 0.07481377945029884, "mask_rcnn/false_positive": 0.11055888399920041, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5688250070088543, "total_loss": 1.061928063398227} {"data_time": 0.012042956506775226, "eta_seconds": 33664.91991872436, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.315136476426799, "fast_rcnn/fg_cls_accuracy": 0.6538296961916987, "iteration": 210599, "loss_box_reg": 0.22623785957694054, "loss_cls": 0.18931501085171476, "loss_mask": 0.23902505729347467, "loss_rpn_cls": 0.03547333490132587, "loss_rpn_loc": 0.07162839738884941, "loss_sem_seg": 0.23545723780989647, "lr": 0.002, "mask_rcnn/accuracy": 0.8919517326161234, "mask_rcnn/false_negative": 0.09631797415747523, "mask_rcnn/false_positive": 0.12658173648720103, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5667399525045766, "total_loss": 1.0184717986994656} {"data_time": 0.01262683050299529, "eta_seconds": 33689.057547369666, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.21890099722422124, "fast_rcnn/fg_cls_accuracy": 0.7566556622346063, "iteration": 210619, "loss_box_reg": 0.21440417040139437, "loss_cls": 0.182821748778224, "loss_mask": 0.2373070316389203, "loss_rpn_cls": 0.03706103999866173, "loss_rpn_loc": 0.07009753410238773, "loss_sem_seg": 0.29086503153666854, "lr": 0.002, "mask_rcnn/accuracy": 0.9197743311045401, "mask_rcnn/false_negative": 0.06727049889735, "mask_rcnn/false_positive": 0.09094552258212571, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 235.25, "rpn/num_pos_anchors": 20.75, "time": 0.576626412497717, "total_loss": 1.0401475757098524} {"data_time": 0.011493961996166036, "eta_seconds": 33677.71080091967, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.30153424657534245, "fast_rcnn/fg_cls_accuracy": 0.6672969887255602, "iteration": 210639, "loss_box_reg": 0.23803409840911627, "loss_cls": 0.18719345424324274, "loss_mask": 0.24014213774353266, "loss_rpn_cls": 0.03285141034029948, "loss_rpn_loc": 0.06844304042169824, "loss_sem_seg": 0.2721879784949124, "lr": 0.002, "mask_rcnn/accuracy": 0.8974973641518831, "mask_rcnn/false_negative": 0.09259604702943154, "mask_rcnn/false_positive": 0.10570222308764578, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5731710789987119, "total_loss": 1.071521538309753} {"data_time": 0.012274121996597387, "eta_seconds": 33630.91552157408, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.3794881588999236, "fast_rcnn/fg_cls_accuracy": 0.6124929971988795, "iteration": 210659, "loss_box_reg": 0.2200567708350718, "loss_cls": 0.18982203758787364, "loss_mask": 0.2382777351886034, "loss_rpn_cls": 0.03650268027558923, "loss_rpn_loc": 0.07259688980411738, "loss_sem_seg": 0.26744774682447314, "lr": 0.002, "mask_rcnn/accuracy": 0.8873657886800039, "mask_rcnn/false_negative": 0.10038922948902393, "mask_rcnn/false_positive": 0.13415933732443436, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 0.5596159099950455, "total_loss": 1.0375559268286452} {"data_time": 0.011750574507459532, "eta_seconds": 33601.49443197331, "fast_rcnn/cls_accuracy": 0.95703125, "fast_rcnn/false_negative": 0.2585757057313943, "fast_rcnn/fg_cls_accuracy": 0.7030980537078098, "iteration": 210679, "loss_box_reg": 0.22212867508642375, "loss_cls": 0.1963842073455453, "loss_mask": 0.23478644667193294, "loss_rpn_cls": 0.028939647774677724, "loss_rpn_loc": 0.07333929225569591, "loss_sem_seg": 0.299228735268116, "lr": 0.002, "mask_rcnn/accuracy": 0.8983219045193835, "mask_rcnn/false_negative": 0.07650346271911326, "mask_rcnn/false_positive": 0.1042160587412907, "roi_head/num_bg_samples": 458.75, "roi_head/num_fg_samples": 53.25, "rpn/num_neg_anchors": 234.5, "rpn/num_pos_anchors": 21.5, "time": 0.5603725225009839, "total_loss": 1.0310790803050622} {"data_time": 0.01193693200184498, "eta_seconds": 33607.98185597412, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.1901905434015526, "fast_rcnn/fg_cls_accuracy": 0.7553980168659067, "iteration": 210699, "loss_box_reg": 0.20520307240076363, "loss_cls": 0.15807314007543027, "loss_mask": 0.23133049020543694, "loss_rpn_cls": 0.03234960092231631, "loss_rpn_loc": 0.07425540348049253, "loss_sem_seg": 0.27157526183873415, "lr": 0.002, "mask_rcnn/accuracy": 0.9185475637100344, "mask_rcnn/false_negative": 0.07615914311485553, "mask_rcnn/false_positive": 0.10432899214591121, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5662627295023412, "total_loss": 0.9845848815020872} {"data_time": 0.011756308500480372, "eta_seconds": 33620.65381671546, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.32071428571428573, "fast_rcnn/fg_cls_accuracy": 0.6390151515151515, "iteration": 210719, "loss_box_reg": 0.21808431250974536, "loss_cls": 0.18791880132630467, "loss_mask": 0.23891457775607705, "loss_rpn_cls": 0.03454286441956356, "loss_rpn_loc": 0.06217172963079065, "loss_sem_seg": 0.26749795000068843, "lr": 0.002, "mask_rcnn/accuracy": 0.8918384650371777, "mask_rcnn/false_negative": 0.07484036072854626, "mask_rcnn/false_positive": 0.1323587691061554, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5776836960067158, "total_loss": 0.993762240599608} {"data_time": 0.013097563496557996, "eta_seconds": 33620.74778756358, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.2518528942677549, "fast_rcnn/fg_cls_accuracy": 0.7311661506707946, "iteration": 210739, "loss_box_reg": 0.23123736982233822, "loss_cls": 0.19116036058403552, "loss_mask": 0.2322952626273036, "loss_rpn_cls": 0.03883222949298215, "loss_rpn_loc": 0.07911554556631017, "loss_sem_seg": 0.22412391821853817, "lr": 0.002, "mask_rcnn/accuracy": 0.9075263079713545, "mask_rcnn/false_negative": 0.08285518908934164, "mask_rcnn/false_positive": 0.09935967017880687, "roi_head/num_bg_samples": 458.75, "roi_head/num_fg_samples": 53.25, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5704563444960513, "total_loss": 0.9903966377460165} {"data_time": 0.011350635504641104, "eta_seconds": 33597.96819817548, "fast_rcnn/cls_accuracy": 0.95849609375, "fast_rcnn/false_negative": 0.20975609756097563, "fast_rcnn/fg_cls_accuracy": 0.7738095238095238, "iteration": 210759, "loss_box_reg": 0.1947389431297779, "loss_cls": 0.1739061283878982, "loss_mask": 0.2343662679195404, "loss_rpn_cls": 0.02722758702293504, "loss_rpn_loc": 0.05563759803771973, "loss_sem_seg": 0.23123772954568267, "lr": 0.002, "mask_rcnn/accuracy": 0.8981232416312734, "mask_rcnn/false_negative": 0.0684716246584826, "mask_rcnn/false_positive": 0.1189281941513523, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5556230189977214, "total_loss": 0.9687673033258761} {"data_time": 0.012026831493130885, "eta_seconds": 33598.054449423784, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.2894736842105263, "fast_rcnn/fg_cls_accuracy": 0.6554314860766474, "iteration": 210779, "loss_box_reg": 0.22945493692532182, "loss_cls": 0.1983193657360971, "loss_mask": 0.24504374153912067, "loss_rpn_cls": 0.033179849036969244, "loss_rpn_loc": 0.07557480351533741, "loss_sem_seg": 0.26129306061193347, "lr": 0.002, "mask_rcnn/accuracy": 0.9080580916577157, "mask_rcnn/false_negative": 0.09171710430044316, "mask_rcnn/false_positive": 0.09508082961217179, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 235.0, "rpn/num_pos_anchors": 21.0, "time": 0.5618950205025612, "total_loss": 1.0619056256837212} {"data_time": 0.01200185100606177, "eta_seconds": 33591.56998809811, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.2827417380660955, "fast_rcnn/fg_cls_accuracy": 0.6519787841697267, "iteration": 210799, "loss_box_reg": 0.22141193342395127, "loss_cls": 0.1725008743815124, "loss_mask": 0.22355585591867566, "loss_rpn_cls": 0.03269421496952418, "loss_rpn_loc": 0.06668027566047385, "loss_sem_seg": 0.24740833695977926, "lr": 0.002, "mask_rcnn/accuracy": 0.9191174195480731, "mask_rcnn/false_negative": 0.08258843182250755, "mask_rcnn/false_positive": 0.0893532627226496, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.570373759008362, "total_loss": 0.9592028335318901} {"data_time": 0.012165017498773523, "eta_seconds": 33585.74708124949, "fast_rcnn/cls_accuracy": 0.9580078125, "fast_rcnn/false_negative": 0.23665132336018413, "fast_rcnn/fg_cls_accuracy": 0.7617373250284643, "iteration": 210819, "loss_box_reg": 0.21994176669977605, "loss_cls": 0.18087196012493223, "loss_mask": 0.2405569008551538, "loss_rpn_cls": 0.03376493352698162, "loss_rpn_loc": 0.06741540398797952, "loss_sem_seg": 0.25804108171723783, "lr": 0.002, "mask_rcnn/accuracy": 0.9101411083301245, "mask_rcnn/false_negative": 0.0865557772829497, "mask_rcnn/false_positive": 0.08695545711006346, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5740993535000598, "total_loss": 1.0147540542238858} {"data_time": 0.012416508005117066, "eta_seconds": 33574.39690227946, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.25537021688078465, "fast_rcnn/fg_cls_accuracy": 0.735857853294654, "iteration": 210839, "loss_box_reg": 0.21755743538960814, "loss_cls": 0.18375840154476464, "loss_mask": 0.24253410007804632, "loss_rpn_cls": 0.036473617888987064, "loss_rpn_loc": 0.07340448498143815, "loss_sem_seg": 0.23237875662744045, "lr": 0.002, "mask_rcnn/accuracy": 0.8948476276399062, "mask_rcnn/false_negative": 0.08655064547084892, "mask_rcnn/false_positive": 0.12086536201015163, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.5668238740036031, "total_loss": 0.9663072157127317} {"data_time": 0.013229433992819395, "eta_seconds": 33553.19983534652, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.19868022115213124, "fast_rcnn/fg_cls_accuracy": 0.6825980392156863, "iteration": 210859, "loss_box_reg": 0.20373733108863235, "loss_cls": 0.1759136093314737, "loss_mask": 0.22393049532547593, "loss_rpn_cls": 0.03372689058596734, "loss_rpn_loc": 0.06015924355597235, "loss_sem_seg": 0.2804016333539039, "lr": 0.002, "mask_rcnn/accuracy": 0.906684162803841, "mask_rcnn/false_negative": 0.08323329652822695, "mask_rcnn/false_positive": 0.089208691758522, "roi_head/num_bg_samples": 461.0, "roi_head/num_fg_samples": 51.0, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5613886209976044, "total_loss": 0.9708865491556935} {"data_time": 0.012657398998271674, "eta_seconds": 33518.77341926226, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3125306402588489, "fast_rcnn/fg_cls_accuracy": 0.6663594470046084, "iteration": 210879, "loss_box_reg": 0.2043288634158671, "loss_cls": 0.17903977574314922, "loss_mask": 0.2359393173828721, "loss_rpn_cls": 0.03380977769847959, "loss_rpn_loc": 0.06144739792216569, "loss_sem_seg": 0.26992650236934423, "lr": 0.002, "mask_rcnn/accuracy": 0.89529030240348, "mask_rcnn/false_negative": 0.09580657127199535, "mask_rcnn/false_positive": 0.13546335864011042, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5667733595037134, "total_loss": 0.9979515909280963} {"data_time": 0.012478087497584056, "eta_seconds": 33507.43437783222, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.2437641723356009, "fast_rcnn/fg_cls_accuracy": 0.6928571428571428, "iteration": 210899, "loss_box_reg": 0.1875125919468701, "loss_cls": 0.1830620130058378, "loss_mask": 0.2228475622832775, "loss_rpn_cls": 0.027563407995330635, "loss_rpn_loc": 0.056676771375350654, "loss_sem_seg": 0.26912648091092706, "lr": 0.002, "mask_rcnn/accuracy": 0.9134357105593303, "mask_rcnn/false_negative": 0.07426946456553284, "mask_rcnn/false_positive": 0.10312741457274924, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 236.5, "rpn/num_pos_anchors": 19.5, "time": 0.5360207434932818, "total_loss": 0.9284661820856854} {"data_time": 0.011967910992098041, "eta_seconds": 33523.29696724357, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.2969451931716083, "fast_rcnn/fg_cls_accuracy": 0.6810025897151313, "iteration": 210919, "loss_box_reg": 0.22983784601092339, "loss_cls": 0.17703472822904587, "loss_mask": 0.23274694196879864, "loss_rpn_cls": 0.027575830223213416, "loss_rpn_loc": 0.06822474815999158, "loss_sem_seg": 0.2600199468433857, "lr": 0.002, "mask_rcnn/accuracy": 0.89788058080375, "mask_rcnn/false_negative": 0.0947770610884354, "mask_rcnn/false_positive": 0.1017834337632385, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 234.25, "rpn/num_pos_anchors": 21.75, "time": 0.5739480224947329, "total_loss": 0.995607564196689} {"data_time": 0.011522393506311346, "eta_seconds": 33511.94871756356, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.29844706911636043, "fast_rcnn/fg_cls_accuracy": 0.6255600358422939, "iteration": 210939, "loss_box_reg": 0.21599106211215258, "loss_cls": 0.17966380016878247, "loss_mask": 0.2403016476891935, "loss_rpn_cls": 0.028761048713931814, "loss_rpn_loc": 0.07464923965744674, "loss_sem_seg": 0.2636731336824596, "lr": 0.002, "mask_rcnn/accuracy": 0.8960052970232679, "mask_rcnn/false_negative": 0.0885259822148692, "mask_rcnn/false_positive": 0.1370962389937273, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5663840874985908, "total_loss": 1.002912008036219} {"data_time": 0.013023417996009812, "eta_seconds": 33494.922583473744, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.27147108843537415, "fast_rcnn/fg_cls_accuracy": 0.7285289115646258, "iteration": 210959, "loss_box_reg": 0.2051598634570837, "loss_cls": 0.18427816760959104, "loss_mask": 0.23212460987269878, "loss_rpn_cls": 0.03522930637700483, "loss_rpn_loc": 0.059088499096105807, "loss_sem_seg": 0.25190627248957753, "lr": 0.002, "mask_rcnn/accuracy": 0.897630619365973, "mask_rcnn/false_negative": 0.08133588390916444, "mask_rcnn/false_positive": 0.12257737777788663, "roi_head/num_bg_samples": 458.0, "roi_head/num_fg_samples": 54.0, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5532198109940509, "total_loss": 0.9795080898911692} {"data_time": 0.01340867999533657, "eta_seconds": 33483.80460970862, "fast_rcnn/cls_accuracy": 0.9111328125, "fast_rcnn/false_negative": 0.3185180322128851, "fast_rcnn/fg_cls_accuracy": 0.625, "iteration": 210979, "loss_box_reg": 0.23117779521271586, "loss_cls": 0.19771043781656772, "loss_mask": 0.2632904704660177, "loss_rpn_cls": 0.037714424324803986, "loss_rpn_loc": 0.07412091485457495, "loss_sem_seg": 0.2497481822501868, "lr": 0.002, "mask_rcnn/accuracy": 0.8834293473486956, "mask_rcnn/false_negative": 0.0938246892384429, "mask_rcnn/false_positive": 0.14202477824429516, "roi_head/num_bg_samples": 423.75, "roi_head/num_fg_samples": 88.25, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.5731937325035688, "total_loss": 1.0768747392576188} {"data_time": 0.012755671996274032, "eta_seconds": 33463.36169707299, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.26385624755189974, "fast_rcnn/fg_cls_accuracy": 0.729036729036729, "iteration": 210999, "loss_box_reg": 0.22520583751611412, "loss_cls": 0.1821134287165478, "loss_mask": 0.23992870189249516, "loss_rpn_cls": 0.03289222995954333, "loss_rpn_loc": 0.06555257953004912, "loss_sem_seg": 0.2701871399767697, "lr": 0.002, "mask_rcnn/accuracy": 0.9068964625086708, "mask_rcnn/false_negative": 0.0834582825901838, "mask_rcnn/false_positive": 0.09415296123958339, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5672396664958796, "total_loss": 1.0628613398148445} {"data_time": 0.012223639998410363, "eta_seconds": 33452.01837689297, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.3105022831050228, "fast_rcnn/fg_cls_accuracy": 0.6621004566210045, "iteration": 211019, "loss_box_reg": 0.20939468778669834, "loss_cls": 0.1696535744704306, "loss_mask": 0.23823693115264177, "loss_rpn_cls": 0.03334571521554608, "loss_rpn_loc": 0.0633773464942351, "loss_sem_seg": 0.23698068410158157, "lr": 0.002, "mask_rcnn/accuracy": 0.8816289973359286, "mask_rcnn/false_negative": 0.1104309469257374, "mask_rcnn/false_positive": 0.1269082457733712, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5674194375023944, "total_loss": 0.9311870259189163} {"data_time": 0.012590826998348348, "eta_seconds": 33440.67505671295, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.2344946758826826, "fast_rcnn/fg_cls_accuracy": 0.723043950736537, "iteration": 211039, "loss_box_reg": 0.2006095559336245, "loss_cls": 0.18806995218619704, "loss_mask": 0.22449971735477448, "loss_rpn_cls": 0.027099649974843487, "loss_rpn_loc": 0.05941639524826314, "loss_sem_seg": 0.2653437633998692, "lr": 0.002, "mask_rcnn/accuracy": 0.9145041334202855, "mask_rcnn/false_negative": 0.08020576694766736, "mask_rcnn/false_positive": 0.10364398294763727, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.560681419003231, "total_loss": 0.9701153344358318} {"data_time": 0.011914499002159573, "eta_seconds": 33429.33173653293, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.2811688311688312, "fast_rcnn/fg_cls_accuracy": 0.6826046757363624, "iteration": 211059, "loss_box_reg": 0.2111525982618332, "loss_cls": 0.1731835703831166, "loss_mask": 0.23531587002798915, "loss_rpn_cls": 0.03336683458473999, "loss_rpn_loc": 0.065672305499902, "loss_sem_seg": 0.23099352605640888, "lr": 0.002, "mask_rcnn/accuracy": 0.8957911136482565, "mask_rcnn/false_negative": 0.10227346043440394, "mask_rcnn/false_positive": 0.13287247164455288, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.5643447289985488, "total_loss": 0.9928083261838765} {"data_time": 0.012721895502181724, "eta_seconds": 33405.383004961885, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.23883937413349177, "fast_rcnn/fg_cls_accuracy": 0.7445652173913043, "iteration": 211079, "loss_box_reg": 0.19912539422512054, "loss_cls": 0.16169003676623106, "loss_mask": 0.2190951402299106, "loss_rpn_cls": 0.027139071986312047, "loss_rpn_loc": 0.05675972983590327, "loss_sem_seg": 0.24075889121741056, "lr": 0.002, "mask_rcnn/accuracy": 0.8990681773103253, "mask_rcnn/false_negative": 0.06879630850567717, "mask_rcnn/false_positive": 0.11575411364527069, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5565266289922874, "total_loss": 0.9454536640987499} {"data_time": 0.012613904997124337, "eta_seconds": 33415.72618756794, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.25438432835820896, "fast_rcnn/fg_cls_accuracy": 0.7290556295802798, "iteration": 211099, "loss_box_reg": 0.22587821469642222, "loss_cls": 0.19175188429653645, "loss_mask": 0.23997036460787058, "loss_rpn_cls": 0.03508718474768102, "loss_rpn_loc": 0.077447751944419, "loss_sem_seg": 0.24761591339483857, "lr": 0.002, "mask_rcnn/accuracy": 0.9033735130844102, "mask_rcnn/false_negative": 0.0736683473255891, "mask_rcnn/false_positive": 0.1253202565244076, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.574110520996328, "total_loss": 1.0327175048878416} {"data_time": 0.011661767501209397, "eta_seconds": 33422.48495527719, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.3252296792276549, "fast_rcnn/fg_cls_accuracy": 0.6191404173900719, "iteration": 211119, "loss_box_reg": 0.2422114636283368, "loss_cls": 0.1954162297770381, "loss_mask": 0.24644468910992146, "loss_rpn_cls": 0.04050557705340907, "loss_rpn_loc": 0.07003753582830541, "loss_sem_seg": 0.26676382683217525, "lr": 0.002, "mask_rcnn/accuracy": 0.8919416471673997, "mask_rcnn/false_negative": 0.09918282409897622, "mask_rcnn/false_positive": 0.11384234547103841, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.5855579764975118, "total_loss": 1.0690547763224458} {"data_time": 0.013167665500077419, "eta_seconds": 33434.458544928195, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.25524009146341464, "fast_rcnn/fg_cls_accuracy": 0.7126972740315638, "iteration": 211139, "loss_box_reg": 0.2301609010901302, "loss_cls": 0.20752238109707832, "loss_mask": 0.24646122939884663, "loss_rpn_cls": 0.03774339219671674, "loss_rpn_loc": 0.06293399736750871, "loss_sem_seg": 0.24665316613391042, "lr": 0.002, "mask_rcnn/accuracy": 0.8878342455661599, "mask_rcnn/false_negative": 0.09349273443528366, "mask_rcnn/false_positive": 0.1215664139055252, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.582414828997571, "total_loss": 1.0355812469206285} {"data_time": 0.012164565996499732, "eta_seconds": 33423.09806564822, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.3282889874353289, "fast_rcnn/fg_cls_accuracy": 0.6539750957854407, "iteration": 211159, "loss_box_reg": 0.22852760565001518, "loss_cls": 0.18723054783185944, "loss_mask": 0.24088876880705357, "loss_rpn_cls": 0.03761094712535851, "loss_rpn_loc": 0.05664783755491953, "loss_sem_seg": 0.24083225661888719, "lr": 0.002, "mask_rcnn/accuracy": 0.889646799468228, "mask_rcnn/false_negative": 0.08377440444264533, "mask_rcnn/false_positive": 0.12535247320604706, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5754220974995405, "total_loss": 1.027980674040009} {"data_time": 0.013036529497185256, "eta_seconds": 33411.73758636825, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.24351851851851852, "fast_rcnn/fg_cls_accuracy": 0.7452080946926307, "iteration": 211179, "loss_box_reg": 0.20426287245936692, "loss_cls": 0.17147333710454404, "loss_mask": 0.23635769449174404, "loss_rpn_cls": 0.027858797955559567, "loss_rpn_loc": 0.0664786508132238, "loss_sem_seg": 0.2649631588719785, "lr": 0.002, "mask_rcnn/accuracy": 0.9001642694536424, "mask_rcnn/false_negative": 0.09686309253062103, "mask_rcnn/false_positive": 0.10898711080224002, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5748765629905392, "total_loss": 0.9664535452611744} {"data_time": 0.012696740501269232, "eta_seconds": 33420.11125201031, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.28685141509433965, "fast_rcnn/fg_cls_accuracy": 0.6961950836820083, "iteration": 211199, "loss_box_reg": 0.22098910389468074, "loss_cls": 0.18380019906908274, "loss_mask": 0.231522626709193, "loss_rpn_cls": 0.033064601353544276, "loss_rpn_loc": 0.06453250098275021, "loss_sem_seg": 0.2783163853455335, "lr": 0.002, "mask_rcnn/accuracy": 0.8924369111582686, "mask_rcnn/false_negative": 0.09744083885961288, "mask_rcnn/false_positive": 0.12923066902275798, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5751981005087146, "total_loss": 1.0346821912753512} {"data_time": 0.012384537498292048, "eta_seconds": 33392.35953266733, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.27927138125852324, "fast_rcnn/fg_cls_accuracy": 0.7012585479412192, "iteration": 211219, "loss_box_reg": 0.23225792194716632, "loss_cls": 0.19503122032620013, "loss_mask": 0.24222989287227392, "loss_rpn_cls": 0.03286193672101945, "loss_rpn_loc": 0.06847938557621092, "loss_sem_seg": 0.2470047827810049, "lr": 0.002, "mask_rcnn/accuracy": 0.9021530612244898, "mask_rcnn/false_negative": 0.08869408656447819, "mask_rcnn/false_positive": 0.12048104887160212, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.5639155919925543, "total_loss": 1.0244785254762974} {"data_time": 0.012408635491738096, "eta_seconds": 33368.82645651061, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3390804597701149, "fast_rcnn/fg_cls_accuracy": 0.6406671664167916, "iteration": 211239, "loss_box_reg": 0.22396207135170698, "loss_cls": 0.19188581925118342, "loss_mask": 0.22954968828707933, "loss_rpn_cls": 0.0334310107427882, "loss_rpn_loc": 0.06137850118102506, "loss_sem_seg": 0.25204795273020864, "lr": 0.002, "mask_rcnn/accuracy": 0.8970979784992967, "mask_rcnn/false_negative": 0.08666104507631983, "mask_rcnn/false_positive": 0.11383730605455827, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5643840839984477, "total_loss": 0.9981254439626355} {"data_time": 0.012449321497115307, "eta_seconds": 33366.31945944902, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.27369254285402334, "fast_rcnn/fg_cls_accuracy": 0.6628443225726037, "iteration": 211259, "loss_box_reg": 0.21718057268299162, "loss_cls": 0.19172230921685696, "loss_mask": 0.23010670486837626, "loss_rpn_cls": 0.029493620506400475, "loss_rpn_loc": 0.06389681342989206, "loss_sem_seg": 0.24657617951743305, "lr": 0.002, "mask_rcnn/accuracy": 0.9065246123120301, "mask_rcnn/false_negative": 0.07509786033943729, "mask_rcnn/false_positive": 0.11370484022283577, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5766689175070496, "total_loss": 0.9570762022194685} {"data_time": 0.012177977005194407, "eta_seconds": 33353.17162221367, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.24692730750836922, "fast_rcnn/fg_cls_accuracy": 0.6879367172050099, "iteration": 211279, "loss_box_reg": 0.20690486626699567, "loss_cls": 0.16325327276717871, "loss_mask": 0.2329447641968727, "loss_rpn_cls": 0.02999741179155535, "loss_rpn_loc": 0.06897153166937642, "loss_sem_seg": 0.25833299988880754, "lr": 0.002, "mask_rcnn/accuracy": 0.9141804182610545, "mask_rcnn/false_negative": 0.08226144709240464, "mask_rcnn/false_positive": 0.09810708392154381, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.571800120997068, "total_loss": 0.9941259564948268} {"data_time": 0.011747662007110193, "eta_seconds": 33341.81174359368, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.2265553405966806, "fast_rcnn/fg_cls_accuracy": 0.7587521174477696, "iteration": 211299, "loss_box_reg": 0.22957308357581496, "loss_cls": 0.19078258145600557, "loss_mask": 0.24188894405961037, "loss_rpn_cls": 0.037102507092640735, "loss_rpn_loc": 0.07674890011548996, "loss_sem_seg": 0.24256561021320522, "lr": 0.002, "mask_rcnn/accuracy": 0.9018531569166757, "mask_rcnn/false_negative": 0.09642943289987002, "mask_rcnn/false_positive": 0.09543207859208458, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5687596280040452, "total_loss": 1.0058391109050717} {"data_time": 0.011660206502710935, "eta_seconds": 33332.237997309, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.30086206896551726, "fast_rcnn/fg_cls_accuracy": 0.6537254901960785, "iteration": 211319, "loss_box_reg": 0.2173046562820673, "loss_cls": 0.17279738606885076, "loss_mask": 0.23123443173244596, "loss_rpn_cls": 0.030694386281538755, "loss_rpn_loc": 0.0677248133579269, "loss_sem_seg": 0.27501764381304383, "lr": 0.002, "mask_rcnn/accuracy": 0.8938136457317128, "mask_rcnn/false_negative": 0.09168858705105265, "mask_rcnn/false_positive": 0.1316350045103611, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.5651192564982921, "total_loss": 0.9963039773065248} {"data_time": 0.01238096049928572, "eta_seconds": 33334.283338120265, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.3188287815126051, "fast_rcnn/fg_cls_accuracy": 0.6744747899159664, "iteration": 211339, "loss_box_reg": 0.1998912449926138, "loss_cls": 0.17701557138934731, "loss_mask": 0.23448581947013736, "loss_rpn_cls": 0.03288913758660783, "loss_rpn_loc": 0.06167722737882286, "loss_sem_seg": 0.2531571288127452, "lr": 0.002, "mask_rcnn/accuracy": 0.8845455231351875, "mask_rcnn/false_negative": 0.0844487802037531, "mask_rcnn/false_positive": 0.14953246579167037, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 0.5673010414975579, "total_loss": 0.9428426312661031} {"data_time": 0.011878558005264495, "eta_seconds": 33337.84185711879, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.21809895833333331, "fast_rcnn/fg_cls_accuracy": 0.6961319411485525, "iteration": 211359, "loss_box_reg": 0.2222143376711756, "loss_cls": 0.19263896928168833, "loss_mask": 0.23843823373317719, "loss_rpn_cls": 0.031724446394946426, "loss_rpn_loc": 0.06500353763112798, "loss_sem_seg": 0.2350504994392395, "lr": 0.002, "mask_rcnn/accuracy": 0.9153972854262673, "mask_rcnn/false_negative": 0.06833687532398436, "mask_rcnn/false_positive": 0.12000352504721179, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5745585630065762, "total_loss": 0.9888920909215813} {"data_time": 0.012603929993929341, "eta_seconds": 33326.043072407985, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.29692862045298557, "fast_rcnn/fg_cls_accuracy": 0.6482108972621307, "iteration": 211379, "loss_box_reg": 0.19264193903654814, "loss_cls": 0.16474595246836543, "loss_mask": 0.2346096548717469, "loss_rpn_cls": 0.029759533172182273, "loss_rpn_loc": 0.06519797341752565, "loss_sem_seg": 0.25466606009285897, "lr": 0.002, "mask_rcnn/accuracy": 0.8982489911549035, "mask_rcnn/false_negative": 0.09769986649684465, "mask_rcnn/false_positive": 0.1030201191606678, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5504798784968443, "total_loss": 0.9701523274416104} {"data_time": 0.012105092500860337, "eta_seconds": 33315.79050372473, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.3424273329933707, "fast_rcnn/fg_cls_accuracy": 0.6283189466783217, "iteration": 211399, "loss_box_reg": 0.2208711812272668, "loss_cls": 0.19098295434378088, "loss_mask": 0.24122298741713166, "loss_rpn_cls": 0.035924358417105395, "loss_rpn_loc": 0.07185651850886643, "loss_sem_seg": 0.2655332679860294, "lr": 0.002, "mask_rcnn/accuracy": 0.8822908163265306, "mask_rcnn/false_negative": 0.10746760556235883, "mask_rcnn/false_positive": 0.12494244434078232, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 0.5700110389952897, "total_loss": 1.0558513141877484} {"data_time": 0.012295260006794706, "eta_seconds": 33322.39148355098, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.2902255639097744, "fast_rcnn/fg_cls_accuracy": 0.7026315789473684, "iteration": 211419, "loss_box_reg": 0.2248549540527165, "loss_cls": 0.19096272462047637, "loss_mask": 0.2442338760010898, "loss_rpn_cls": 0.040677726501598954, "loss_rpn_loc": 0.07622947794152424, "loss_sem_seg": 0.2718361737206578, "lr": 0.002, "mask_rcnn/accuracy": 0.8984389402457511, "mask_rcnn/false_negative": 0.08606621599856021, "mask_rcnn/false_positive": 0.10731520533890357, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5782152629981283, "total_loss": 1.0556232667295262} {"data_time": 0.012771464498655405, "eta_seconds": 33293.04973786495, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.21902215431627198, "fast_rcnn/fg_cls_accuracy": 0.742092803030303, "iteration": 211439, "loss_box_reg": 0.2222329773940146, "loss_cls": 0.18329222011379898, "loss_mask": 0.23848928976804018, "loss_rpn_cls": 0.03686912738157844, "loss_rpn_loc": 0.06227447034325451, "loss_sem_seg": 0.2701632018433884, "lr": 0.002, "mask_rcnn/accuracy": 0.9092784452587745, "mask_rcnn/false_negative": 0.06202994366314956, "mask_rcnn/false_positive": 0.13019117507222266, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5640131374966586, "total_loss": 1.0159138965973398} {"data_time": 0.011720404501829762, "eta_seconds": 33281.67935493506, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.27637130801687765, "fast_rcnn/fg_cls_accuracy": 0.7113060989643268, "iteration": 211459, "loss_box_reg": 0.22209483943879604, "loss_cls": 0.1838275035843253, "loss_mask": 0.23894726019352674, "loss_rpn_cls": 0.033668068099359516, "loss_rpn_loc": 0.06656775518786162, "loss_sem_seg": 0.2545349128777161, "lr": 0.002, "mask_rcnn/accuracy": 0.9034319192326514, "mask_rcnn/false_negative": 0.07675125224490112, "mask_rcnn/false_positive": 0.11959631280503763, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5747340119996807, "total_loss": 0.9680691188914352} {"data_time": 0.012511983994045295, "eta_seconds": 33270.30897200517, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.24191176470588235, "fast_rcnn/fg_cls_accuracy": 0.7095967029732116, "iteration": 211479, "loss_box_reg": 0.23089612927287817, "loss_cls": 0.19017848535440862, "loss_mask": 0.24221200682222843, "loss_rpn_cls": 0.027796093316283077, "loss_rpn_loc": 0.06925174844218418, "loss_sem_seg": 0.23915602918714285, "lr": 0.002, "mask_rcnn/accuracy": 0.9057925425809421, "mask_rcnn/false_negative": 0.08945533659941343, "mask_rcnn/false_positive": 0.11298544778666406, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.5739629324962152, "total_loss": 0.9965567330218619} {"data_time": 0.01228730449656723, "eta_seconds": 33257.82306304805, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.2801887665402054, "fast_rcnn/fg_cls_accuracy": 0.7081289904691404, "iteration": 211499, "loss_box_reg": 0.228794319962617, "loss_cls": 0.19456929166335613, "loss_mask": 0.23308145068585873, "loss_rpn_cls": 0.0354717067675665, "loss_rpn_loc": 0.06014758348464966, "loss_sem_seg": 0.24166128365322948, "lr": 0.002, "mask_rcnn/accuracy": 0.8993396299796034, "mask_rcnn/false_negative": 0.09272258740511667, "mask_rcnn/false_positive": 0.10798530271236373, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5575701000052504, "total_loss": 1.0331525948713534} {"data_time": 0.012461688500479795, "eta_seconds": 33236.33456216461, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.2830070281124498, "fast_rcnn/fg_cls_accuracy": 0.6741527153940383, "iteration": 211519, "loss_box_reg": 0.22105821641162038, "loss_cls": 0.18701496138237417, "loss_mask": 0.23214522376656532, "loss_rpn_cls": 0.03341739891038742, "loss_rpn_loc": 0.058495812641922385, "loss_sem_seg": 0.28161371732130647, "lr": 0.002, "mask_rcnn/accuracy": 0.9059081420526326, "mask_rcnn/false_negative": 0.07945078896604074, "mask_rcnn/false_positive": 0.10451712435919366, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.5646290114964359, "total_loss": 1.0158402388333343} {"data_time": 0.012350765500741545, "eta_seconds": 33235.08305992807, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.2227250919558612, "fast_rcnn/fg_cls_accuracy": 0.7556532864225172, "iteration": 211539, "loss_box_reg": 0.216128408908844, "loss_cls": 0.18190950411371887, "loss_mask": 0.22883081249892712, "loss_rpn_cls": 0.03287961114256177, "loss_rpn_loc": 0.06459758459823206, "loss_sem_seg": 0.27733875904232264, "lr": 0.002, "mask_rcnn/accuracy": 0.9084436058077077, "mask_rcnn/false_negative": 0.08468766719321609, "mask_rcnn/false_positive": 0.09091330173847628, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5721413700011908, "total_loss": 1.0530279111408163} {"data_time": 0.013924892009526957, "eta_seconds": 33241.36533807569, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.25728653530377665, "fast_rcnn/fg_cls_accuracy": 0.7126572327044025, "iteration": 211559, "loss_box_reg": 0.19753637071698904, "loss_cls": 0.16954252729192376, "loss_mask": 0.22617184137925506, "loss_rpn_cls": 0.031098379182367353, "loss_rpn_loc": 0.06321654497878626, "loss_sem_seg": 0.2656018768902868, "lr": 0.002, "mask_rcnn/accuracy": 0.9095450680272109, "mask_rcnn/false_negative": 0.06660311770815616, "mask_rcnn/false_positive": 0.10596445849075925, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5735217225010274, "total_loss": 0.9458173220336903} {"data_time": 0.012482619502407033, "eta_seconds": 33222.63487973591, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.26992337164750957, "fast_rcnn/fg_cls_accuracy": 0.6445221445221445, "iteration": 211579, "loss_box_reg": 0.22648816369473934, "loss_cls": 0.1995547024998814, "loss_mask": 0.24628638802096248, "loss_rpn_cls": 0.03277074823563453, "loss_rpn_loc": 0.07769425492733717, "loss_sem_seg": 0.22879838780499995, "lr": 0.002, "mask_rcnn/accuracy": 0.9008543072401374, "mask_rcnn/false_negative": 0.08225752445146281, "mask_rcnn/false_positive": 0.11290831675821908, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5651843115047086, "total_loss": 1.0051178590074414} {"data_time": 0.012064179492881522, "eta_seconds": 33201.14595182428, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.2895787944807553, "fast_rcnn/fg_cls_accuracy": 0.6686274509803921, "iteration": 211599, "loss_box_reg": 0.22480234876275063, "loss_cls": 0.1877731929998845, "loss_mask": 0.2383685065433383, "loss_rpn_cls": 0.03621980183379492, "loss_rpn_loc": 0.06981516082305461, "loss_sem_seg": 0.24990126211196184, "lr": 0.002, "mask_rcnn/accuracy": 0.914877769289534, "mask_rcnn/false_negative": 0.0875553210760451, "mask_rcnn/false_positive": 0.09262480365374623, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5610117905016523, "total_loss": 0.9993525050376775} {"data_time": 0.012543537493911572, "eta_seconds": 33179.50185656422, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.2272106520996927, "fast_rcnn/fg_cls_accuracy": 0.7324482448244825, "iteration": 211619, "loss_box_reg": 0.21520937839522958, "loss_cls": 0.18912591598927975, "loss_mask": 0.230406085960567, "loss_rpn_cls": 0.026688281324823038, "loss_rpn_loc": 0.06111329060513526, "loss_sem_seg": 0.25789020163938403, "lr": 0.002, "mask_rcnn/accuracy": 0.9179305558928268, "mask_rcnn/false_negative": 0.08639242640863123, "mask_rcnn/false_positive": 0.087788947941284, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 234.75, "rpn/num_pos_anchors": 21.25, "time": 0.5623280619984143, "total_loss": 0.9947477131026972} {"data_time": 0.011509365001984406, "eta_seconds": 33162.29057814876, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.31416730182926833, "fast_rcnn/fg_cls_accuracy": 0.671875, "iteration": 211639, "loss_box_reg": 0.21102284267544746, "loss_cls": 0.1713398266583681, "loss_mask": 0.23178070737048984, "loss_rpn_cls": 0.03023955588651006, "loss_rpn_loc": 0.06028179358690977, "loss_sem_seg": 0.23526210663840175, "lr": 0.002, "mask_rcnn/accuracy": 0.8986074708084453, "mask_rcnn/false_negative": 0.09700047176618333, "mask_rcnn/false_positive": 0.10313949064448939, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5675032194994856, "total_loss": 0.9904934166916064} {"data_time": 0.012404423498082906, "eta_seconds": 33167.97552563616, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.20753450920245398, "fast_rcnn/fg_cls_accuracy": 0.7740605828220859, "iteration": 211659, "loss_box_reg": 0.2220575453247875, "loss_cls": 0.18785018287599087, "loss_mask": 0.23042801162227988, "loss_rpn_cls": 0.027123887673951685, "loss_rpn_loc": 0.06675936543615535, "loss_sem_seg": 0.24198115174658597, "lr": 0.002, "mask_rcnn/accuracy": 0.8950481688217421, "mask_rcnn/false_negative": 0.09472246626745302, "mask_rcnn/false_positive": 0.10878190249609669, "roi_head/num_bg_samples": 430.0, "roi_head/num_fg_samples": 82.0, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5766207989945542, "total_loss": 0.9630265031009912} {"data_time": 0.012134699994930997, "eta_seconds": 33177.40302413628, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.25765306122448983, "fast_rcnn/fg_cls_accuracy": 0.7184709821428572, "iteration": 211679, "loss_box_reg": 0.19000171637162566, "loss_cls": 0.179002353688702, "loss_mask": 0.24024682864546776, "loss_rpn_cls": 0.029663381064892747, "loss_rpn_loc": 0.061335442296694964, "loss_sem_seg": 0.2535203278530389, "lr": 0.002, "mask_rcnn/accuracy": 0.8966132719321495, "mask_rcnn/false_negative": 0.08985971733819276, "mask_rcnn/false_positive": 0.10605179910576923, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5678146925056353, "total_loss": 0.9824724315258209} {"data_time": 0.012131174997193739, "eta_seconds": 33170.31818229559, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.31208024036762105, "fast_rcnn/fg_cls_accuracy": 0.6757246376811594, "iteration": 211699, "loss_box_reg": 0.24185002269223332, "loss_cls": 0.20089281583204865, "loss_mask": 0.24067337717860937, "loss_rpn_cls": 0.033929845252714586, "loss_rpn_loc": 0.06004877247323748, "loss_sem_seg": 0.24448760063387454, "lr": 0.002, "mask_rcnn/accuracy": 0.8996623114706409, "mask_rcnn/false_negative": 0.09351145855130952, "mask_rcnn/false_positive": 0.09672525995734063, "roi_head/num_bg_samples": 460.25, "roi_head/num_fg_samples": 51.75, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5699796545013669, "total_loss": 1.0538605827605352} {"data_time": 0.013557091500842944, "eta_seconds": 33157.83951904793, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.32575757575757575, "fast_rcnn/fg_cls_accuracy": 0.6309308221658819, "iteration": 211719, "loss_box_reg": 0.2380477641709149, "loss_cls": 0.19010421633720398, "loss_mask": 0.25162452831864357, "loss_rpn_cls": 0.03242327893531183, "loss_rpn_loc": 0.07474224468751345, "loss_sem_seg": 0.23775720654521137, "lr": 0.002, "mask_rcnn/accuracy": 0.8944638545519508, "mask_rcnn/false_negative": 0.09173111410685639, "mask_rcnn/false_positive": 0.1168735581259236, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.570034210497397, "total_loss": 1.028562414314365} {"data_time": 0.012647959505557083, "eta_seconds": 33147.56020683562, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.2935846560846561, "fast_rcnn/fg_cls_accuracy": 0.6678378378378378, "iteration": 211739, "loss_box_reg": 0.20499808475142345, "loss_cls": 0.17319539247546345, "loss_mask": 0.22378277871757746, "loss_rpn_cls": 0.033407959548640065, "loss_rpn_loc": 0.06520236114738509, "loss_sem_seg": 0.2519437912851572, "lr": 0.002, "mask_rcnn/accuracy": 0.9041214242107098, "mask_rcnn/false_negative": 0.08105025249975881, "mask_rcnn/false_positive": 0.11760758411037665, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5723333019996062, "total_loss": 0.9725708591140574} {"data_time": 0.011438262496085372, "eta_seconds": 33136.18121910563, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.2784367531202974, "fast_rcnn/fg_cls_accuracy": 0.6837524983344437, "iteration": 211759, "loss_box_reg": 0.20977553364355117, "loss_cls": 0.16922190180048347, "loss_mask": 0.228589978069067, "loss_rpn_cls": 0.029666872647794662, "loss_rpn_loc": 0.07083117688307539, "loss_sem_seg": 0.2276303437538445, "lr": 0.002, "mask_rcnn/accuracy": 0.9017714632317357, "mask_rcnn/false_negative": 0.08402847865336337, "mask_rcnn/false_positive": 0.11547536438838307, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5671126560046105, "total_loss": 0.9501484745414928} {"data_time": 0.011868943496665452, "eta_seconds": 33134.16280002328, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.22871498382545252, "fast_rcnn/fg_cls_accuracy": 0.7485632183908046, "iteration": 211779, "loss_box_reg": 0.20827161567285657, "loss_cls": 0.16485009074676782, "loss_mask": 0.22638567071408033, "loss_rpn_cls": 0.02958335449511651, "loss_rpn_loc": 0.06864486000267789, "loss_sem_seg": 0.26288445573300123, "lr": 0.002, "mask_rcnn/accuracy": 0.9066359672856383, "mask_rcnn/false_negative": 0.07646099164556688, "mask_rcnn/false_positive": 0.11824757326067656, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5738742710018414, "total_loss": 0.9508924645051593} {"data_time": 0.012867199999163859, "eta_seconds": 33126.88594972433, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.2431865828092243, "fast_rcnn/fg_cls_accuracy": 0.67578125, "iteration": 211799, "loss_box_reg": 0.2221517418511212, "loss_cls": 0.1827102736569941, "loss_mask": 0.24331205431371927, "loss_rpn_cls": 0.036811553240113426, "loss_rpn_loc": 0.07221048590145074, "loss_sem_seg": 0.2652132245711982, "lr": 0.002, "mask_rcnn/accuracy": 0.8949917553395463, "mask_rcnn/false_negative": 0.10383833074036229, "mask_rcnn/false_positive": 0.10123708067495718, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.579815046992735, "total_loss": 1.045862973871408} {"data_time": 0.012530510502983816, "eta_seconds": 33105.0952964601, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.272578125, "fast_rcnn/fg_cls_accuracy": 0.7109345864100842, "iteration": 211819, "loss_box_reg": 0.21109652891755104, "loss_cls": 0.1819213666021824, "loss_mask": 0.24854226782917976, "loss_rpn_cls": 0.036619056583731435, "loss_rpn_loc": 0.07930037807091139, "loss_sem_seg": 0.28820563829503953, "lr": 0.002, "mask_rcnn/accuracy": 0.9089673145758942, "mask_rcnn/false_negative": 0.08891474241045375, "mask_rcnn/false_positive": 0.09462695607633181, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.5577083774915081, "total_loss": 1.0362098368641455} {"data_time": 0.01207701949897455, "eta_seconds": 33093.71525992018, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.30078125, "fast_rcnn/fg_cls_accuracy": 0.684384995638267, "iteration": 211839, "loss_box_reg": 0.2186470148153603, "loss_cls": 0.17574321944266558, "loss_mask": 0.2293998277746141, "loss_rpn_cls": 0.03120093471079599, "loss_rpn_loc": 0.0720107085944619, "loss_sem_seg": 0.28640892915427685, "lr": 0.002, "mask_rcnn/accuracy": 0.8915741589604592, "mask_rcnn/false_negative": 0.08782598114371293, "mask_rcnn/false_positive": 0.13510260190810286, "roi_head/num_bg_samples": 426.25, "roi_head/num_fg_samples": 85.75, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.5666260660000262, "total_loss": 0.9886302611121209} {"data_time": 0.013162057002773508, "eta_seconds": 33094.04217589064, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.31186182548198405, "fast_rcnn/fg_cls_accuracy": 0.65234375, "iteration": 211859, "loss_box_reg": 0.20812712144106627, "loss_cls": 0.1763794501312077, "loss_mask": 0.23312301887199283, "loss_rpn_cls": 0.02993711386807263, "loss_rpn_loc": 0.058711627818411216, "loss_sem_seg": 0.2514915850479156, "lr": 0.002, "mask_rcnn/accuracy": 0.9033572414309953, "mask_rcnn/false_negative": 0.06870126375594629, "mask_rcnn/false_positive": 0.11056872451930264, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5706954340057564, "total_loss": 0.9856874004617566} {"data_time": 0.01191600149468286, "eta_seconds": 33091.832366297116, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.31975235849056605, "fast_rcnn/fg_cls_accuracy": 0.641869918699187, "iteration": 211879, "loss_box_reg": 0.20875128917396069, "loss_cls": 0.1897411560639739, "loss_mask": 0.23928450979292393, "loss_rpn_cls": 0.029288155492395163, "loss_rpn_loc": 0.06117497771629132, "loss_sem_seg": 0.2916167643852532, "lr": 0.002, "mask_rcnn/accuracy": 0.9058052248677249, "mask_rcnn/false_negative": 0.0852169850246226, "mask_rcnn/false_positive": 0.08603271721090995, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.566715833498165, "total_loss": 1.043827449233504} {"data_time": 0.012472851492930204, "eta_seconds": 33108.30832273071, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.2605203422385193, "fast_rcnn/fg_cls_accuracy": 0.6981543194052807, "iteration": 211899, "loss_box_reg": 0.23127499059773982, "loss_cls": 0.1791860950179398, "loss_mask": 0.2192592048086226, "loss_rpn_cls": 0.029875575975893298, "loss_rpn_loc": 0.06563841243041679, "loss_sem_seg": 0.26142996340058744, "lr": 0.002, "mask_rcnn/accuracy": 0.9016196266872053, "mask_rcnn/false_negative": 0.07751414367289153, "mask_rcnn/false_positive": 0.13208683431738255, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5806775340097374, "total_loss": 1.0154416441218928} {"data_time": 0.012361955996311735, "eta_seconds": 33077.20178177002, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.2655431486076647, "fast_rcnn/fg_cls_accuracy": 0.7092463092463093, "iteration": 211919, "loss_box_reg": 0.2115216637030244, "loss_cls": 0.18106162990443408, "loss_mask": 0.2380542028695345, "loss_rpn_cls": 0.03003982061636634, "loss_rpn_loc": 0.06258434650953859, "loss_sem_seg": 0.24872494814917445, "lr": 0.002, "mask_rcnn/accuracy": 0.9048360212032555, "mask_rcnn/false_negative": 0.07076603882714148, "mask_rcnn/false_positive": 0.1149267147484764, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.571876144495036, "total_loss": 0.9519399441196583} {"data_time": 0.012713436997728422, "eta_seconds": 33085.51469899085, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3112280701754386, "fast_rcnn/fg_cls_accuracy": 0.647427913647343, "iteration": 211939, "loss_box_reg": 0.2271940978243947, "loss_cls": 0.19718895584810525, "loss_mask": 0.23574179969727993, "loss_rpn_cls": 0.03443907684413716, "loss_rpn_loc": 0.0691070644534193, "loss_sem_seg": 0.25128133688122034, "lr": 0.002, "mask_rcnn/accuracy": 0.8928610474802166, "mask_rcnn/false_negative": 0.11105103640476709, "mask_rcnn/false_positive": 0.11637980336667575, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5845679850099259, "total_loss": 1.0153100102033932} {"data_time": 0.012015711508865934, "eta_seconds": 33101.4792275966, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.32565413533834586, "fast_rcnn/fg_cls_accuracy": 0.6342028003613369, "iteration": 211959, "loss_box_reg": 0.21112239873036742, "loss_cls": 0.17486073216423392, "loss_mask": 0.23308209981769323, "loss_rpn_cls": 0.02788471509848023, "loss_rpn_loc": 0.0633407802961301, "loss_sem_seg": 0.2339101741090417, "lr": 0.002, "mask_rcnn/accuracy": 0.8822573953620062, "mask_rcnn/false_negative": 0.11120727839732955, "mask_rcnn/false_positive": 0.13317491259448413, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 0.5748648990047514, "total_loss": 0.9646679448196664} {"data_time": 0.01265500849694945, "eta_seconds": 33090.0729874465, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.3379380693319838, "fast_rcnn/fg_cls_accuracy": 0.6517532703488372, "iteration": 211979, "loss_box_reg": 0.236710574477911, "loss_cls": 0.19411001895787194, "loss_mask": 0.23892878741025925, "loss_rpn_cls": 0.03329592557201977, "loss_rpn_loc": 0.07531201431993395, "loss_sem_seg": 0.2378890016116202, "lr": 0.002, "mask_rcnn/accuracy": 0.898580372357218, "mask_rcnn/false_negative": 0.08690418141141203, "mask_rcnn/false_positive": 0.12060552686257067, "roi_head/num_bg_samples": 431.25, "roi_head/num_fg_samples": 80.75, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.5858038320002379, "total_loss": 1.0340879839750414} {"data_time": 0.011778549494920298, "eta_seconds": 33079.15459369151, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.2282051282051282, "fast_rcnn/fg_cls_accuracy": 0.6948210922787195, "iteration": 211999, "loss_box_reg": 0.20995318214409053, "loss_cls": 0.17413642606697977, "loss_mask": 0.22862356808036566, "loss_rpn_cls": 0.03268180706072599, "loss_rpn_loc": 0.061483630910515785, "loss_sem_seg": 0.25965622009243816, "lr": 0.002, "mask_rcnn/accuracy": 0.904124149659864, "mask_rcnn/false_negative": 0.0840816750279153, "mask_rcnn/false_positive": 0.10265042617568647, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.564191033001407, "total_loss": 0.9619090400374262} {"data_time": 0.01273650499933865, "eta_seconds": 33054.91435141163, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.24052436591621545, "fast_rcnn/fg_cls_accuracy": 0.7000128008192524, "iteration": 212019, "loss_box_reg": 0.21309909829869866, "loss_cls": 0.17207116330973804, "loss_mask": 0.232029986102134, "loss_rpn_cls": 0.029672327989828773, "loss_rpn_loc": 0.060854342285892926, "loss_sem_seg": 0.24896954698488116, "lr": 0.002, "mask_rcnn/accuracy": 0.9034969798965465, "mask_rcnn/false_negative": 0.08984324108819397, "mask_rcnn/false_positive": 0.1128695103834694, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5590750704941456, "total_loss": 0.9428220256086206} {"data_time": 0.012111299998650793, "eta_seconds": 33056.341776951325, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.25748483675312944, "fast_rcnn/fg_cls_accuracy": 0.6913515406162465, "iteration": 212039, "loss_box_reg": 0.20941345067694783, "loss_cls": 0.18278096755966544, "loss_mask": 0.23323800042271614, "loss_rpn_cls": 0.03456208133138716, "loss_rpn_loc": 0.08021125555387698, "loss_sem_seg": 0.25179302832111716, "lr": 0.002, "mask_rcnn/accuracy": 0.9002323250728863, "mask_rcnn/false_negative": 0.08010269229802591, "mask_rcnn/false_positive": 0.12315490739866872, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5672187989985105, "total_loss": 0.9901059697003802} {"data_time": 0.012758870005200151, "eta_seconds": 33057.35360219867, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.33222710915633746, "fast_rcnn/fg_cls_accuracy": 0.6280691964285714, "iteration": 212059, "loss_box_reg": 0.22521076211705804, "loss_cls": 0.1859507740009576, "loss_mask": 0.2407797183841467, "loss_rpn_cls": 0.02826861132052727, "loss_rpn_loc": 0.057549451012164354, "loss_sem_seg": 0.25458430405706167, "lr": 0.002, "mask_rcnn/accuracy": 0.911327843618375, "mask_rcnn/false_negative": 0.07527674753243165, "mask_rcnn/false_positive": 0.08651448495929376, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.573693218997505, "total_loss": 1.0008325826056534} {"data_time": 0.012158363504568115, "eta_seconds": 33045.94290731864, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3188595013477089, "fast_rcnn/fg_cls_accuracy": 0.6055394056847545, "iteration": 212079, "loss_box_reg": 0.22610072535462677, "loss_cls": 0.1847599856555462, "loss_mask": 0.24024006351828575, "loss_rpn_cls": 0.033074337552534416, "loss_rpn_loc": 0.07177726158988662, "loss_sem_seg": 0.23995047563221306, "lr": 0.002, "mask_rcnn/accuracy": 0.9013116335243775, "mask_rcnn/false_negative": 0.08374574360596332, "mask_rcnn/false_positive": 0.10960729590999047, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5618882545022643, "total_loss": 1.025385022348928} {"data_time": 0.01191787350398954, "eta_seconds": 33018.503855022595, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.2995020102339181, "fast_rcnn/fg_cls_accuracy": 0.6664145779314319, "iteration": 212099, "loss_box_reg": 0.21340875793248415, "loss_cls": 0.18351842579431832, "loss_mask": 0.2273614788427949, "loss_rpn_cls": 0.030086157898040256, "loss_rpn_loc": 0.06939388695172966, "loss_sem_seg": 0.2527600610628724, "lr": 0.002, "mask_rcnn/accuracy": 0.8975195609327508, "mask_rcnn/false_negative": 0.0833699084511369, "mask_rcnn/false_positive": 0.1282892352892918, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5584774074959569, "total_loss": 0.9767638217817876} {"data_time": 0.012967257498530671, "eta_seconds": 32997.90444411198, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.29364864864864865, "fast_rcnn/fg_cls_accuracy": 0.6794584500466854, "iteration": 212119, "loss_box_reg": 0.21215568738989532, "loss_cls": 0.16843909793533385, "loss_mask": 0.23937557358294725, "loss_rpn_cls": 0.03166373866042704, "loss_rpn_loc": 0.0610693822382018, "loss_sem_seg": 0.24787505250424147, "lr": 0.002, "mask_rcnn/accuracy": 0.8960842971411485, "mask_rcnn/false_negative": 0.07665615485576968, "mask_rcnn/false_positive": 0.1261423561467293, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5737838200002443, "total_loss": 0.9587965568789514} {"data_time": 0.013071542001853231, "eta_seconds": 32958.95055893512, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.23691311386940098, "fast_rcnn/fg_cls_accuracy": 0.7366389981068879, "iteration": 212139, "loss_box_reg": 0.21096169971860945, "loss_cls": 0.1815784564241767, "loss_mask": 0.24110176786780357, "loss_rpn_cls": 0.033378523934516124, "loss_rpn_loc": 0.06841009006893728, "loss_sem_seg": 0.24213445046916604, "lr": 0.002, "mask_rcnn/accuracy": 0.8999789072739188, "mask_rcnn/false_negative": 0.09546389443466116, "mask_rcnn/false_positive": 0.12520140367100902, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5748013074990013, "total_loss": 0.9835796661500353} {"data_time": 0.012884859999758191, "eta_seconds": 32969.38827744066, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.29146306750794626, "fast_rcnn/fg_cls_accuracy": 0.678409090909091, "iteration": 212159, "loss_box_reg": 0.2270132687408477, "loss_cls": 0.19135469291359186, "loss_mask": 0.24477721750736237, "loss_rpn_cls": 0.03178927280532662, "loss_rpn_loc": 0.06016062994603999, "loss_sem_seg": 0.2501889100531116, "lr": 0.002, "mask_rcnn/accuracy": 0.8987957790874971, "mask_rcnn/false_negative": 0.09167254872117067, "mask_rcnn/false_positive": 0.1019992871466726, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 239.5, "rpn/num_pos_anchors": 16.5, "time": 0.5729020485014189, "total_loss": 0.9962367336120224} {"data_time": 0.011956473499594722, "eta_seconds": 32929.13145820017, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.28154327424400416, "fast_rcnn/fg_cls_accuracy": 0.7095036319612591, "iteration": 212179, "loss_box_reg": 0.20714235422201455, "loss_cls": 0.17719625029712915, "loss_mask": 0.2340604206547141, "loss_rpn_cls": 0.02973605845181737, "loss_rpn_loc": 0.05104262783424929, "loss_sem_seg": 0.2272912198677659, "lr": 0.002, "mask_rcnn/accuracy": 0.9065092756975097, "mask_rcnn/false_negative": 0.08734016802247696, "mask_rcnn/false_positive": 0.11922289797166968, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5611673805033206, "total_loss": 0.9660233264876297} {"data_time": 0.012777991003531497, "eta_seconds": 32899.213669524856, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.2736918604651163, "fast_rcnn/fg_cls_accuracy": 0.6767655367231639, "iteration": 212199, "loss_box_reg": 0.22221775213256478, "loss_cls": 0.18549352302215993, "loss_mask": 0.24408664274960756, "loss_rpn_cls": 0.03153850699891336, "loss_rpn_loc": 0.06303649260371458, "loss_sem_seg": 0.23948269267566502, "lr": 0.002, "mask_rcnn/accuracy": 0.8859231730283703, "mask_rcnn/false_negative": 0.10107823362308357, "mask_rcnn/false_positive": 0.11217308858846202, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 235.0, "rpn/num_pos_anchors": 21.0, "time": 0.5539923334945343, "total_loss": 0.9883537643618183} {"data_time": 0.01257942298980197, "eta_seconds": 32890.072651828916, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.25560802833530105, "fast_rcnn/fg_cls_accuracy": 0.7192118226600985, "iteration": 212219, "loss_box_reg": 0.21448320825584233, "loss_cls": 0.1880097306566313, "loss_mask": 0.2280618092045188, "loss_rpn_cls": 0.02668710057332646, "loss_rpn_loc": 0.0703333021956496, "loss_sem_seg": 0.23092645924771205, "lr": 0.002, "mask_rcnn/accuracy": 0.9062392145098912, "mask_rcnn/false_negative": 0.08069317276804755, "mask_rcnn/false_positive": 0.10687158850187883, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 235.5, "rpn/num_pos_anchors": 20.5, "time": 0.5646357910009101, "total_loss": 0.9811115961783798} {"data_time": 0.012811535998480394, "eta_seconds": 32906.03159671981, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.28609476461038963, "fast_rcnn/fg_cls_accuracy": 0.6716974431818181, "iteration": 212239, "loss_box_reg": 0.22036995040252805, "loss_cls": 0.18798041134141386, "loss_mask": 0.2362416759133339, "loss_rpn_cls": 0.03602535364916548, "loss_rpn_loc": 0.06332135130651295, "loss_sem_seg": 0.2512497219722718, "lr": 0.002, "mask_rcnn/accuracy": 0.8961768576596478, "mask_rcnn/false_negative": 0.09538012247373039, "mask_rcnn/false_positive": 0.12280045333293602, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.5691375184978824, "total_loss": 1.0496708382852376} {"data_time": 0.012517009992734529, "eta_seconds": 32890.59581105533, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.2536549707602339, "fast_rcnn/fg_cls_accuracy": 0.6951781970649895, "iteration": 212259, "loss_box_reg": 0.20549677859526128, "loss_cls": 0.17610969464294612, "loss_mask": 0.2378981439396739, "loss_rpn_cls": 0.03545508380557294, "loss_rpn_loc": 0.062244749955425505, "loss_sem_seg": 0.25895244418643415, "lr": 0.002, "mask_rcnn/accuracy": 0.9088757783800963, "mask_rcnn/false_negative": 0.09250884568739935, "mask_rcnn/false_positive": 0.09589161928271275, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5704119464935502, "total_loss": 0.9872345579206012} {"data_time": 0.012299804504436906, "eta_seconds": 32872.66457399647, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.26847469967236987, "fast_rcnn/fg_cls_accuracy": 0.71257294628161, "iteration": 212279, "loss_box_reg": 0.20125185674987733, "loss_cls": 0.16171311284415424, "loss_mask": 0.22323561646044254, "loss_rpn_cls": 0.03193905105945305, "loss_rpn_loc": 0.05865609858301468, "loss_sem_seg": 0.24419679958373308, "lr": 0.002, "mask_rcnn/accuracy": 0.8968903259717773, "mask_rcnn/false_negative": 0.08822501048331549, "mask_rcnn/false_positive": 0.11415143728165333, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5693664785067085, "total_loss": 0.9012739559984766} {"data_time": 0.01274369600287173, "eta_seconds": 32844.535090828824, "fast_rcnn/cls_accuracy": 0.9580078125, "fast_rcnn/false_negative": 0.24411302982731553, "fast_rcnn/fg_cls_accuracy": 0.7394957983193278, "iteration": 212299, "loss_box_reg": 0.20824047905625775, "loss_cls": 0.1741975317709148, "loss_mask": 0.22711049765348434, "loss_rpn_cls": 0.027692711977579165, "loss_rpn_loc": 0.06689277372061042, "loss_sem_seg": 0.2408144660294056, "lr": 0.002, "mask_rcnn/accuracy": 0.9043720522365923, "mask_rcnn/false_negative": 0.06809122990891125, "mask_rcnn/false_positive": 0.10410464465196988, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5604490959958639, "total_loss": 0.9676296696998179} {"data_time": 0.01219242750084959, "eta_seconds": 32830.65735321936, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.2720664589823468, "fast_rcnn/fg_cls_accuracy": 0.6897509829619921, "iteration": 212319, "loss_box_reg": 0.20994960889220238, "loss_cls": 0.17190175119321793, "loss_mask": 0.21824084874242544, "loss_rpn_cls": 0.028216950013302267, "loss_rpn_loc": 0.06321639573434368, "loss_sem_seg": 0.2511193056125194, "lr": 0.002, "mask_rcnn/accuracy": 0.9042263621044748, "mask_rcnn/false_negative": 0.06621820473062225, "mask_rcnn/false_positive": 0.12177569720762642, "roi_head/num_bg_samples": 429.75, "roi_head/num_fg_samples": 82.25, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.5632392125044134, "total_loss": 0.960362904734211} {"data_time": 0.012434921998647042, "eta_seconds": 32810.376158132014, "fast_rcnn/cls_accuracy": 0.958984375, "fast_rcnn/false_negative": 0.20170454545454547, "fast_rcnn/fg_cls_accuracy": 0.7562453806356245, "iteration": 212339, "loss_box_reg": 0.21664660412352532, "loss_cls": 0.1768434167606756, "loss_mask": 0.2334454944357276, "loss_rpn_cls": 0.0264535513415467, "loss_rpn_loc": 0.06255586893530563, "loss_sem_seg": 0.22358566499315202, "lr": 0.002, "mask_rcnn/accuracy": 0.9102915434142915, "mask_rcnn/false_negative": 0.0736532132126753, "mask_rcnn/false_positive": 0.09310213816694582, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5670235209981911, "total_loss": 0.9557714196271263} {"data_time": 0.012744578496494796, "eta_seconds": 32796.164594585745, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.2927853881278539, "fast_rcnn/fg_cls_accuracy": 0.6672226559727448, "iteration": 212359, "loss_box_reg": 0.22877413453534245, "loss_cls": 0.18831438478082418, "loss_mask": 0.242169258184731, "loss_rpn_cls": 0.030805179634626256, "loss_rpn_loc": 0.07224632480938453, "loss_sem_seg": 0.22303176764398813, "lr": 0.002, "mask_rcnn/accuracy": 0.9056641011987319, "mask_rcnn/false_negative": 0.07694590089076696, "mask_rcnn/false_positive": 0.11037123676117033, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5711241610042634, "total_loss": 1.0127951655886136} {"data_time": 0.012480386496463325, "eta_seconds": 32798.99752982873, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.31392431287693934, "fast_rcnn/fg_cls_accuracy": 0.6651980418335559, "iteration": 212379, "loss_box_reg": 0.21909839985892177, "loss_cls": 0.1845842667389661, "loss_mask": 0.2262127692811191, "loss_rpn_cls": 0.030129549209959805, "loss_rpn_loc": 0.060992594400886446, "loss_sem_seg": 0.26163951866328716, "lr": 0.002, "mask_rcnn/accuracy": 0.8920373498409495, "mask_rcnn/false_negative": 0.08356832583867882, "mask_rcnn/false_positive": 0.11443828052433841, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5806425870032399, "total_loss": 0.9609934334475838} {"data_time": 0.012678783998126164, "eta_seconds": 32797.641387008545, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.3045116065774245, "fast_rcnn/fg_cls_accuracy": 0.6579616036137775, "iteration": 212399, "loss_box_reg": 0.2014984516426921, "loss_cls": 0.1716725821606815, "loss_mask": 0.2266863971017301, "loss_rpn_cls": 0.026110876344318967, "loss_rpn_loc": 0.05454527496476658, "loss_sem_seg": 0.22878398140892386, "lr": 0.002, "mask_rcnn/accuracy": 0.9112227123210072, "mask_rcnn/false_negative": 0.07484143703800664, "mask_rcnn/false_positive": 0.1139383683918842, "roi_head/num_bg_samples": 456.5, "roi_head/num_fg_samples": 55.5, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5724391310068313, "total_loss": 0.9288991873763734} {"data_time": 0.011916702009330038, "eta_seconds": 32780.85005609755, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.30276080314273246, "fast_rcnn/fg_cls_accuracy": 0.692003704847175, "iteration": 212419, "loss_box_reg": 0.22102560970233753, "loss_cls": 0.187815421493724, "loss_mask": 0.24134232848882675, "loss_rpn_cls": 0.034316830890020356, "loss_rpn_loc": 0.06777043524198234, "loss_sem_seg": 0.23247790336608887, "lr": 0.002, "mask_rcnn/accuracy": 0.8889105061855966, "mask_rcnn/false_negative": 0.09329873924553131, "mask_rcnn/false_positive": 0.11715196744105046, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5709536834983737, "total_loss": 1.0219251864182297} {"data_time": 0.011811882999609224, "eta_seconds": 32774.865642568686, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.28804788961038963, "fast_rcnn/fg_cls_accuracy": 0.7083464195979899, "iteration": 212439, "loss_box_reg": 0.23362032091245055, "loss_cls": 0.19744142959825695, "loss_mask": 0.24085998442023993, "loss_rpn_cls": 0.037007007962529315, "loss_rpn_loc": 0.07265050016576424, "loss_sem_seg": 0.24923155922442675, "lr": 0.002, "mask_rcnn/accuracy": 0.8886448668939302, "mask_rcnn/false_negative": 0.09981652459518547, "mask_rcnn/false_positive": 0.12999740834817247, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.5599738855089527, "total_loss": 1.077911799235153} {"data_time": 0.012710031500319019, "eta_seconds": 32758.07806529774, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.2434010922330097, "fast_rcnn/fg_cls_accuracy": 0.6895945277149321, "iteration": 212459, "loss_box_reg": 0.2014508785214275, "loss_cls": 0.1813472043722868, "loss_mask": 0.22933300817385316, "loss_rpn_cls": 0.03335344627703307, "loss_rpn_loc": 0.057514331594575197, "loss_sem_seg": 0.26433090888895094, "lr": 0.002, "mask_rcnn/accuracy": 0.8978956967402345, "mask_rcnn/false_negative": 0.093627089949253, "mask_rcnn/false_positive": 0.11278787042638093, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5709234105015639, "total_loss": 0.977274528642738} {"data_time": 0.013320531994395424, "eta_seconds": 32740.8364322918, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.23888888888888887, "fast_rcnn/fg_cls_accuracy": 0.7353541241620518, "iteration": 212479, "loss_box_reg": 0.20093986531719565, "loss_cls": 0.1652134262258187, "loss_mask": 0.22962681483477354, "loss_rpn_cls": 0.02678073224524269, "loss_rpn_loc": 0.06398331536911428, "loss_sem_seg": 0.2173399586463347, "lr": 0.002, "mask_rcnn/accuracy": 0.9060450072886297, "mask_rcnn/false_negative": 0.08474237727357167, "mask_rcnn/false_positive": 0.1044598234523974, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5761318060031044, "total_loss": 0.9256985266838456} {"data_time": 0.012956520506122615, "eta_seconds": 32756.225427263853, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.25757264254385964, "fast_rcnn/fg_cls_accuracy": 0.7041666666666666, "iteration": 212499, "loss_box_reg": 0.20009588496759534, "loss_cls": 0.18239035364240408, "loss_mask": 0.22692285757511854, "loss_rpn_cls": 0.03262727629044093, "loss_rpn_loc": 0.06420258517027833, "loss_sem_seg": 0.26397499919403344, "lr": 0.002, "mask_rcnn/accuracy": 0.912360583768391, "mask_rcnn/false_negative": 0.08476341839618565, "mask_rcnn/false_positive": 0.09584998987573234, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.5787167555026826, "total_loss": 0.9542718728771433} {"data_time": 0.011930777502129786, "eta_seconds": 32773.49649331758, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.3309140601275433, "fast_rcnn/fg_cls_accuracy": 0.6349192415730337, "iteration": 212519, "loss_box_reg": 0.22355895163491368, "loss_cls": 0.18016059650108218, "loss_mask": 0.22270525805652142, "loss_rpn_cls": 0.032673105655703694, "loss_rpn_loc": 0.068916967487894, "loss_sem_seg": 0.2022307668812573, "lr": 0.002, "mask_rcnn/accuracy": 0.9087689716372127, "mask_rcnn/false_negative": 0.07573380897275508, "mask_rcnn/false_positive": 0.09937977657752575, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5843298780091573, "total_loss": 0.939241707441397} {"data_time": 0.011988545506028458, "eta_seconds": 32746.95477457095, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.22864656075418993, "fast_rcnn/fg_cls_accuracy": 0.7520845493204369, "iteration": 212539, "loss_box_reg": 0.22247800417244434, "loss_cls": 0.1892986057791859, "loss_mask": 0.2386764595285058, "loss_rpn_cls": 0.034662981175642926, "loss_rpn_loc": 0.06708295055432245, "loss_sem_seg": 0.2675160630606115, "lr": 0.002, "mask_rcnn/accuracy": 0.8982808971164059, "mask_rcnn/false_negative": 0.06780304886548022, "mask_rcnn/false_positive": 0.10580456748822645, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5658489309935248, "total_loss": 1.0686490471562138} {"data_time": 0.012961252497916576, "eta_seconds": 32720.91405343396, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.2799340037712131, "fast_rcnn/fg_cls_accuracy": 0.6843140709419779, "iteration": 212559, "loss_box_reg": 0.20939571340568364, "loss_cls": 0.19413377286400646, "loss_mask": 0.2369396174326539, "loss_rpn_cls": 0.029287598881637678, "loss_rpn_loc": 0.06370212769252248, "loss_sem_seg": 0.2420303332619369, "lr": 0.002, "mask_rcnn/accuracy": 0.9093608276643991, "mask_rcnn/false_negative": 0.08163828141080733, "mask_rcnn/false_positive": 0.1013505851355945, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5599977415040485, "total_loss": 0.9723299048200715} {"data_time": 0.012190560999442823, "eta_seconds": 32709.029450902468, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.27980699855699853, "fast_rcnn/fg_cls_accuracy": 0.6877428470505123, "iteration": 212579, "loss_box_reg": 0.22381604090332985, "loss_cls": 0.1901665939949453, "loss_mask": 0.2296648733317852, "loss_rpn_cls": 0.03079627745319158, "loss_rpn_loc": 0.06781049075652845, "loss_sem_seg": 0.2333145453594625, "lr": 0.002, "mask_rcnn/accuracy": 0.9090372128203961, "mask_rcnn/false_negative": 0.07966218663156097, "mask_rcnn/false_positive": 0.1098960479136061, "roi_head/num_bg_samples": 423.75, "roi_head/num_fg_samples": 88.25, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.559212378495431, "total_loss": 0.978586546581937} {"data_time": 0.012581790506374091, "eta_seconds": 32712.76084675079, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.2844158496732026, "fast_rcnn/fg_cls_accuracy": 0.6592571924603174, "iteration": 212599, "loss_box_reg": 0.21365824295207858, "loss_cls": 0.17149631516076624, "loss_mask": 0.24055733159184456, "loss_rpn_cls": 0.03176047187298536, "loss_rpn_loc": 0.06204592721769586, "loss_sem_seg": 0.23295035446062684, "lr": 0.002, "mask_rcnn/accuracy": 0.8890413268862073, "mask_rcnn/false_negative": 0.09335032839102142, "mask_rcnn/false_positive": 0.13805593673449287, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.5756413574999897, "total_loss": 0.9646572030469542} {"data_time": 0.012794080990715884, "eta_seconds": 32697.5540347316, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.34454306377383304, "fast_rcnn/fg_cls_accuracy": 0.5696198534983581, "iteration": 212619, "loss_box_reg": 0.21480052429251373, "loss_cls": 0.18833686131983995, "loss_mask": 0.24127302737906575, "loss_rpn_cls": 0.03088799825491151, "loss_rpn_loc": 0.060924006276763976, "loss_sem_seg": 0.2650679911021143, "lr": 0.002, "mask_rcnn/accuracy": 0.8942450828110018, "mask_rcnn/false_negative": 0.08734033090707444, "mask_rcnn/false_positive": 0.12383097854708276, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5560360900053638, "total_loss": 1.0435709983648849} {"data_time": 0.012052251004206482, "eta_seconds": 32695.632419762493, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.28204241585984324, "fast_rcnn/fg_cls_accuracy": 0.7179575841401568, "iteration": 212639, "loss_box_reg": 0.21148619940504432, "loss_cls": 0.1863309247419238, "loss_mask": 0.23004532977938652, "loss_rpn_cls": 0.035064856660028454, "loss_rpn_loc": 0.07501219368714374, "loss_sem_seg": 0.23332666652277112, "lr": 0.002, "mask_rcnn/accuracy": 0.8948859799798204, "mask_rcnn/false_negative": 0.0840964265878736, "mask_rcnn/false_positive": 0.11644189705562766, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.5725766510004178, "total_loss": 0.9586385154398158} {"data_time": 0.011974277505942155, "eta_seconds": 32663.949665534317, "fast_rcnn/cls_accuracy": 0.95556640625, "fast_rcnn/false_negative": 0.2216632705043301, "fast_rcnn/fg_cls_accuracy": 0.7597404780313981, "iteration": 212659, "loss_box_reg": 0.21257948339916766, "loss_cls": 0.17987636500038207, "loss_mask": 0.23231448885053396, "loss_rpn_cls": 0.02990330770262517, "loss_rpn_loc": 0.06031085716676898, "loss_sem_seg": 0.2383223508950323, "lr": 0.002, "mask_rcnn/accuracy": 0.915147693750716, "mask_rcnn/false_negative": 0.08236349540740748, "mask_rcnn/false_positive": 0.08244393345015924, "roi_head/num_bg_samples": 458.5, "roi_head/num_fg_samples": 53.5, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5580724079991342, "total_loss": 0.9626335419452516} {"data_time": 0.01299778200336732, "eta_seconds": 32652.065919353205, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.2766697588126159, "fast_rcnn/fg_cls_accuracy": 0.6885033758439609, "iteration": 212679, "loss_box_reg": 0.21511682984419167, "loss_cls": 0.17297947267070413, "loss_mask": 0.23438021773472428, "loss_rpn_cls": 0.028421120790881105, "loss_rpn_loc": 0.05903595022391528, "loss_sem_seg": 0.24706124840304255, "lr": 0.002, "mask_rcnn/accuracy": 0.8936344953483613, "mask_rcnn/false_negative": 0.08595329142564913, "mask_rcnn/false_positive": 0.12322932106786491, "roi_head/num_bg_samples": 430.0, "roi_head/num_fg_samples": 82.0, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5652066675029346, "total_loss": 0.9630477512837388} {"data_time": 0.012209094493300654, "eta_seconds": 32626.8233037096, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.26486151302190986, "fast_rcnn/fg_cls_accuracy": 0.6996637658227849, "iteration": 212699, "loss_box_reg": 0.20287986123003066, "loss_cls": 0.18339198845205829, "loss_mask": 0.22943347785621881, "loss_rpn_cls": 0.03652325823895808, "loss_rpn_loc": 0.058106378448428586, "loss_sem_seg": 0.2525478573516011, "lr": 0.002, "mask_rcnn/accuracy": 0.9078074484744393, "mask_rcnn/false_negative": 0.0713804222168329, "mask_rcnn/false_positive": 0.10452967085837361, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5589324995016796, "total_loss": 0.9831186157680349} {"data_time": 0.012905697505630087, "eta_seconds": 32622.273923899622, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.25262345679012344, "fast_rcnn/fg_cls_accuracy": 0.7152777777777778, "iteration": 212719, "loss_box_reg": 0.2029457096941769, "loss_cls": 0.16581576387397945, "loss_mask": 0.23460290767252445, "loss_rpn_cls": 0.029058673448162153, "loss_rpn_loc": 0.06449842517031357, "loss_sem_seg": 0.25351092126220465, "lr": 0.002, "mask_rcnn/accuracy": 0.8972387566137566, "mask_rcnn/false_negative": 0.09419772560257353, "mask_rcnn/false_positive": 0.12080931862049628, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5705414090043632, "total_loss": 0.9581538971979171} {"data_time": 0.013026988999627065, "eta_seconds": 32604.5776241833, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.26720727848101267, "fast_rcnn/fg_cls_accuracy": 0.6980914014000792, "iteration": 212739, "loss_box_reg": 0.21597596304491162, "loss_cls": 0.17100864532403648, "loss_mask": 0.24066161690279841, "loss_rpn_cls": 0.029655441438080743, "loss_rpn_loc": 0.06923887558514252, "loss_sem_seg": 0.23566935351118445, "lr": 0.002, "mask_rcnn/accuracy": 0.8945363956291982, "mask_rcnn/false_negative": 0.09468481429152384, "mask_rcnn/false_positive": 0.11890718056928835, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.569473420495342, "total_loss": 0.9795000269950833} {"data_time": 0.014138121499854606, "eta_seconds": 32599.493404059605, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.25132552129745145, "fast_rcnn/fg_cls_accuracy": 0.7277668864729995, "iteration": 212759, "loss_box_reg": 0.19198343390598893, "loss_cls": 0.16193061135709286, "loss_mask": 0.24221191555261612, "loss_rpn_cls": 0.02753166647744365, "loss_rpn_loc": 0.061983617255464196, "loss_sem_seg": 0.2351599328685552, "lr": 0.002, "mask_rcnn/accuracy": 0.8787069159399273, "mask_rcnn/false_negative": 0.1000056046233217, "mask_rcnn/false_positive": 0.14380976756685754, "roi_head/num_bg_samples": 426.0, "roi_head/num_fg_samples": 86.0, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.5662765430097352, "total_loss": 0.9418174047023058} {"data_time": 0.013819193001836538, "eta_seconds": 32581.801509463556, "fast_rcnn/cls_accuracy": 0.9560546875, "fast_rcnn/false_negative": 0.23767605633802819, "fast_rcnn/fg_cls_accuracy": 0.747983870967742, "iteration": 212779, "loss_box_reg": 0.20248279115185142, "loss_cls": 0.17203689413145185, "loss_mask": 0.22864413913339376, "loss_rpn_cls": 0.03104092791909352, "loss_rpn_loc": 0.07167387884692289, "loss_sem_seg": 0.24044631770811975, "lr": 0.002, "mask_rcnn/accuracy": 0.9061923633089599, "mask_rcnn/false_negative": 0.07759113541478392, "mask_rcnn/false_positive": 0.0919939889213177, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5774288239917951, "total_loss": 0.9630025440928875} {"data_time": 0.012655333492148202, "eta_seconds": 32570.413452103683, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.2194616977225673, "fast_rcnn/fg_cls_accuracy": 0.7316252587991718, "iteration": 212799, "loss_box_reg": 0.23259286512620747, "loss_cls": 0.20508834067732096, "loss_mask": 0.2426384361460805, "loss_rpn_cls": 0.028960680327145383, "loss_rpn_loc": 0.07280990792787634, "loss_sem_seg": 0.2782562314532697, "lr": 0.002, "mask_rcnn/accuracy": 0.8999325556415957, "mask_rcnn/false_negative": 0.0731927965741192, "mask_rcnn/false_positive": 0.11279846281824604, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.5724537535061245, "total_loss": 1.0488877161988057} {"data_time": 0.01206210999225732, "eta_seconds": 32559.02539474381, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3264133239502698, "fast_rcnn/fg_cls_accuracy": 0.6461520981669444, "iteration": 212819, "loss_box_reg": 0.20139379613101482, "loss_cls": 0.1806085070129484, "loss_mask": 0.23127433564513922, "loss_rpn_cls": 0.026337122151744552, "loss_rpn_loc": 0.04846072042710148, "loss_sem_seg": 0.23968347208574414, "lr": 0.002, "mask_rcnn/accuracy": 0.9040848016225124, "mask_rcnn/false_negative": 0.07998586128910595, "mask_rcnn/false_positive": 0.10233379059004244, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 236.5, "rpn/num_pos_anchors": 19.5, "time": 0.5624744479937362, "total_loss": 0.9201638750746497} {"data_time": 0.013073626003460959, "eta_seconds": 32547.637337383938, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3005050505050505, "fast_rcnn/fg_cls_accuracy": 0.6229040681693239, "iteration": 212839, "loss_box_reg": 0.21911585284397006, "loss_cls": 0.17896712536457926, "loss_mask": 0.23063126765191555, "loss_rpn_cls": 0.03418978852278087, "loss_rpn_loc": 0.07287216343684122, "loss_sem_seg": 0.251541078556329, "lr": 0.002, "mask_rcnn/accuracy": 0.8782851693892635, "mask_rcnn/false_negative": 0.08856423590541437, "mask_rcnn/false_positive": 0.11028523416416816, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5667452415073058, "total_loss": 0.95233967072636} {"data_time": 0.011700395996740554, "eta_seconds": 32524.80562335501, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.28005982781263683, "fast_rcnn/fg_cls_accuracy": 0.6851754845468832, "iteration": 212859, "loss_box_reg": 0.2212433535605669, "loss_cls": 0.18754259310662746, "loss_mask": 0.2398021505214274, "loss_rpn_cls": 0.03546739250305109, "loss_rpn_loc": 0.06504656170727685, "loss_sem_seg": 0.2507506632246077, "lr": 0.002, "mask_rcnn/accuracy": 0.9072673602108721, "mask_rcnn/false_negative": 0.07976667802006009, "mask_rcnn/false_positive": 0.10465587057215248, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5620398209939594, "total_loss": 0.9955611759214662} {"data_time": 0.01243489150510868, "eta_seconds": 32530.362517659654, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.25276959570419416, "fast_rcnn/fg_cls_accuracy": 0.6724459134615385, "iteration": 212879, "loss_box_reg": 0.20144343934953213, "loss_cls": 0.17675727605819702, "loss_mask": 0.24711134564131498, "loss_rpn_cls": 0.033765966232749633, "loss_rpn_loc": 0.06453678118123207, "loss_sem_seg": 0.2499324071686715, "lr": 0.002, "mask_rcnn/accuracy": 0.8861103767426952, "mask_rcnn/false_negative": 0.09632015192187829, "mask_rcnn/false_positive": 0.11823022395724371, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5718234034939087, "total_loss": 1.0089012226162595} {"data_time": 0.012196276999020483, "eta_seconds": 32518.972534109766, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.23513251454427925, "fast_rcnn/fg_cls_accuracy": 0.7559238287589714, "iteration": 212899, "loss_box_reg": 0.21986625669524074, "loss_cls": 0.1753052172716707, "loss_mask": 0.24710048222914338, "loss_rpn_cls": 0.0264166310953442, "loss_rpn_loc": 0.056863032397814095, "loss_sem_seg": 0.2321478072553873, "lr": 0.002, "mask_rcnn/accuracy": 0.9041250428742925, "mask_rcnn/false_negative": 0.09069862670834718, "mask_rcnn/false_positive": 0.10758457713988626, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5772130499972263, "total_loss": 0.979248693012778} {"data_time": 0.011563485495571513, "eta_seconds": 32513.419739847544, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.27094463331714425, "fast_rcnn/fg_cls_accuracy": 0.7127766599597586, "iteration": 212919, "loss_box_reg": 0.21238685224670917, "loss_cls": 0.19311961386119947, "loss_mask": 0.23221035348251462, "loss_rpn_cls": 0.033756770339095965, "loss_rpn_loc": 0.06955462269252166, "loss_sem_seg": 0.24450276559218764, "lr": 0.002, "mask_rcnn/accuracy": 0.8870224865397719, "mask_rcnn/false_negative": 0.09436529607528694, "mask_rcnn/false_positive": 0.11915380541696835, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.5775395934906555, "total_loss": 1.0101677928905701} {"data_time": 0.012515187001554295, "eta_seconds": 32490.697050584575, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.2529260633742506, "fast_rcnn/fg_cls_accuracy": 0.7459677419354839, "iteration": 212939, "loss_box_reg": 0.20471057062968612, "loss_cls": 0.17017145024146885, "loss_mask": 0.23607829213142395, "loss_rpn_cls": 0.03204190435644705, "loss_rpn_loc": 0.06812831410206854, "loss_sem_seg": 0.2280954523012042, "lr": 0.002, "mask_rcnn/accuracy": 0.8971006144393241, "mask_rcnn/false_negative": 0.09774438850804487, "mask_rcnn/false_positive": 0.11437275464919168, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5692652845027624, "total_loss": 0.9766814382746816} {"data_time": 0.012638516491279006, "eta_seconds": 32491.423903686766, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.2563821680320061, "fast_rcnn/fg_cls_accuracy": 0.7084629186602871, "iteration": 212959, "loss_box_reg": 0.2096342109143734, "loss_cls": 0.171079677878879, "loss_mask": 0.23341585556045175, "loss_rpn_cls": 0.032433271982881706, "loss_rpn_loc": 0.0709352137055248, "loss_sem_seg": 0.25187281472608447, "lr": 0.002, "mask_rcnn/accuracy": 0.8809846352334036, "mask_rcnn/false_negative": 0.10204241582275927, "mask_rcnn/false_positive": 0.12417213240237959, "roi_head/num_bg_samples": 432.75, "roi_head/num_fg_samples": 79.25, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.5806751334966975, "total_loss": 1.0118801459175302} {"data_time": 0.01239795650326414, "eta_seconds": 32473.41259991021, "fast_rcnn/cls_accuracy": 0.96240234375, "fast_rcnn/false_negative": 0.26463575487012986, "fast_rcnn/fg_cls_accuracy": 0.7312474468954249, "iteration": 212979, "loss_box_reg": 0.21637419378384948, "loss_cls": 0.18224205449223518, "loss_mask": 0.228896951302886, "loss_rpn_cls": 0.03340745993955352, "loss_rpn_loc": 0.06181473779724911, "loss_sem_seg": 0.25668909796513617, "lr": 0.002, "mask_rcnn/accuracy": 0.9287654805511949, "mask_rcnn/false_negative": 0.0644247380643464, "mask_rcnn/false_positive": 0.08490796233332285, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5729975395006477, "total_loss": 1.003053397676922} {"data_time": 0.012877864501206204, "eta_seconds": 32456.532878504957, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.2998345740281224, "fast_rcnn/fg_cls_accuracy": 0.6972116803710732, "iteration": 212999, "loss_box_reg": 0.20437568263150752, "loss_cls": 0.17319811816560104, "loss_mask": 0.2297273939475417, "loss_rpn_cls": 0.02858018144615926, "loss_rpn_loc": 0.05503732479701284, "loss_sem_seg": 0.25223472574725747, "lr": 0.002, "mask_rcnn/accuracy": 0.8987105929966643, "mask_rcnn/false_negative": 0.09130078382152383, "mask_rcnn/false_positive": 0.09866868721195736, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5605427029950079, "total_loss": 0.9696617994341068} {"data_time": 0.012165936503151897, "eta_seconds": 32456.45959594704, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.2766812865497076, "fast_rcnn/fg_cls_accuracy": 0.6896787423103212, "iteration": 213019, "loss_box_reg": 0.2127478978363797, "loss_cls": 0.17930589895695448, "loss_mask": 0.23498388286679983, "loss_rpn_cls": 0.02886551319534192, "loss_rpn_loc": 0.059062836691737175, "loss_sem_seg": 0.2263976577669382, "lr": 0.002, "mask_rcnn/accuracy": 0.902405067264275, "mask_rcnn/false_negative": 0.08197777394450935, "mask_rcnn/false_positive": 0.09418124536103412, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5703795754961902, "total_loss": 0.9627935213502496} {"data_time": 0.012713044008705765, "eta_seconds": 32446.850787869305, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.21551268498942916, "fast_rcnn/fg_cls_accuracy": 0.7652848911651728, "iteration": 213039, "loss_box_reg": 0.22217292757704854, "loss_cls": 0.18747071758843958, "loss_mask": 0.24571080319583416, "loss_rpn_cls": 0.03309578454354778, "loss_rpn_loc": 0.06543188617797568, "loss_sem_seg": 0.26105125062167645, "lr": 0.002, "mask_rcnn/accuracy": 0.8941459343655112, "mask_rcnn/false_negative": 0.09096368509070007, "mask_rcnn/false_positive": 0.10873297446929862, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5812915924980189, "total_loss": 0.99911081357277} {"data_time": 0.012649489493924193, "eta_seconds": 32433.675538386837, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.3118335190195767, "fast_rcnn/fg_cls_accuracy": 0.6262684898520812, "iteration": 213059, "loss_box_reg": 0.20440530497580767, "loss_cls": 0.17711280728690326, "loss_mask": 0.23360608331859112, "loss_rpn_cls": 0.03165014331898419, "loss_rpn_loc": 0.07586008758516982, "loss_sem_seg": 0.2408426613546908, "lr": 0.002, "mask_rcnn/accuracy": 0.8957848037656555, "mask_rcnn/false_negative": 0.08135782521479039, "mask_rcnn/false_positive": 0.12373873073417113, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5724026004972984, "total_loss": 0.9589738646463957} {"data_time": 0.011786117996962275, "eta_seconds": 32423.070072785442, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.2749556737588652, "fast_rcnn/fg_cls_accuracy": 0.7045623605256632, "iteration": 213079, "loss_box_reg": 0.2270299382507801, "loss_cls": 0.18735495768487453, "loss_mask": 0.2387545546516776, "loss_rpn_cls": 0.028644417645409703, "loss_rpn_loc": 0.060777893173508346, "loss_sem_seg": 0.24024463864043355, "lr": 0.002, "mask_rcnn/accuracy": 0.9133477140382489, "mask_rcnn/false_negative": 0.08605826211733271, "mask_rcnn/false_positive": 0.09949061081823107, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5691544495057315, "total_loss": 0.9916099797410425} {"data_time": 0.013581813000200782, "eta_seconds": 32412.672823169385, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.23863804589193188, "fast_rcnn/fg_cls_accuracy": 0.7003654485049834, "iteration": 213099, "loss_box_reg": 0.2177969655022025, "loss_cls": 0.18861868744716048, "loss_mask": 0.22455043951049447, "loss_rpn_cls": 0.03312495115096681, "loss_rpn_loc": 0.06586652022087947, "loss_sem_seg": 0.23218359239399433, "lr": 0.002, "mask_rcnn/accuracy": 0.9119733458859735, "mask_rcnn/false_negative": 0.07185582109089605, "mask_rcnn/false_positive": 0.12040729284148051, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.5548332899998059, "total_loss": 0.9981315654003993} {"data_time": 0.013001817496842705, "eta_seconds": 32388.20453434572, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.20142834595959597, "fast_rcnn/fg_cls_accuracy": 0.7081921382582176, "iteration": 213119, "loss_box_reg": 0.21228699130006135, "loss_cls": 0.1724180479068309, "loss_mask": 0.23589992662891746, "loss_rpn_cls": 0.027604124101344496, "loss_rpn_loc": 0.06361794384429231, "loss_sem_seg": 0.2482731934869662, "lr": 0.002, "mask_rcnn/accuracy": 0.9003941503744839, "mask_rcnn/false_negative": 0.08119688800512419, "mask_rcnn/false_positive": 0.12028647128622444, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 235.5, "rpn/num_pos_anchors": 20.5, "time": 0.5488466850001714, "total_loss": 0.953170673459681} {"data_time": 0.012024267001834232, "eta_seconds": 32337.772274920295, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.2398630136986301, "fast_rcnn/fg_cls_accuracy": 0.7351136363636364, "iteration": 213139, "loss_box_reg": 0.21072270558215678, "loss_cls": 0.16446707135764882, "loss_mask": 0.22910064365714788, "loss_rpn_cls": 0.027006005111616105, "loss_rpn_loc": 0.054721518768928945, "loss_sem_seg": 0.2706279924605042, "lr": 0.002, "mask_rcnn/accuracy": 0.8980063678791621, "mask_rcnn/false_negative": 0.07725935057815883, "mask_rcnn/false_positive": 0.12990905531637142, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.559994100498443, "total_loss": 0.9545745468021778} {"data_time": 0.011899963501491584, "eta_seconds": 32310.006057747014, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.2969503546099291, "fast_rcnn/fg_cls_accuracy": 0.6733308877476156, "iteration": 213159, "loss_box_reg": 0.19581882050260901, "loss_cls": 0.17359928879886866, "loss_mask": 0.23506927210837603, "loss_rpn_cls": 0.02772982780879829, "loss_rpn_loc": 0.06611694442108274, "loss_sem_seg": 0.22951540537178516, "lr": 0.002, "mask_rcnn/accuracy": 0.8934533204842781, "mask_rcnn/false_negative": 0.08809098099733344, "mask_rcnn/false_positive": 0.11023257648627896, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5726591999991797, "total_loss": 0.9793103320771479} {"data_time": 0.012431895498593803, "eta_seconds": 32305.22089591775, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.29563492063492064, "fast_rcnn/fg_cls_accuracy": 0.6832264957264957, "iteration": 213179, "loss_box_reg": 0.2031770870089531, "loss_cls": 0.17038759915158153, "loss_mask": 0.234634043648839, "loss_rpn_cls": 0.029493677895516157, "loss_rpn_loc": 0.06679795973468572, "loss_sem_seg": 0.25282091088593006, "lr": 0.002, "mask_rcnn/accuracy": 0.8962705308431718, "mask_rcnn/false_negative": 0.10747077379884284, "mask_rcnn/false_positive": 0.09961800397808998, "roi_head/num_bg_samples": 456.5, "roi_head/num_fg_samples": 55.5, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.5800888640005724, "total_loss": 0.9601810526000918} {"data_time": 0.011736269501852803, "eta_seconds": 32308.132718805522, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.25181206653804034, "fast_rcnn/fg_cls_accuracy": 0.7350022951166979, "iteration": 213199, "loss_box_reg": 0.22044475690927356, "loss_cls": 0.17550614848732948, "loss_mask": 0.23732524318620563, "loss_rpn_cls": 0.02556831568654161, "loss_rpn_loc": 0.06181092967744917, "loss_sem_seg": 0.25642139418050647, "lr": 0.002, "mask_rcnn/accuracy": 0.894533527696793, "mask_rcnn/false_negative": 0.08182504154006054, "mask_rcnn/false_positive": 0.12820823923712604, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 234.75, "rpn/num_pos_anchors": 21.25, "time": 0.5649532680035918, "total_loss": 1.010254603723297} {"data_time": 0.012686493508226704, "eta_seconds": 32288.431784661916, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.28686701642335766, "fast_rcnn/fg_cls_accuracy": 0.683862433862434, "iteration": 213219, "loss_box_reg": 0.20220183581113815, "loss_cls": 0.16642527957446873, "loss_mask": 0.2241346649825573, "loss_rpn_cls": 0.032765776515589096, "loss_rpn_loc": 0.05356407177168876, "loss_sem_seg": 0.2348250241484493, "lr": 0.002, "mask_rcnn/accuracy": 0.8806891241272342, "mask_rcnn/false_negative": 0.10440035776662847, "mask_rcnn/false_positive": 0.13791884118478176, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.5603263994998997, "total_loss": 0.9268263416306581} {"data_time": 0.012781312507286202, "eta_seconds": 32264.5318316669, "fast_rcnn/cls_accuracy": 0.95556640625, "fast_rcnn/false_negative": 0.2731696014828545, "fast_rcnn/fg_cls_accuracy": 0.713902484939759, "iteration": 213239, "loss_box_reg": 0.22529880586080253, "loss_cls": 0.19796284474432468, "loss_mask": 0.2258978895843029, "loss_rpn_cls": 0.030571605086151976, "loss_rpn_loc": 0.06470018607797101, "loss_sem_seg": 0.2394103817641735, "lr": 0.002, "mask_rcnn/accuracy": 0.9107985738154911, "mask_rcnn/false_negative": 0.06441301488866834, "mask_rcnn/false_positive": 0.11563950866731304, "roi_head/num_bg_samples": 461.75, "roi_head/num_fg_samples": 50.25, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5524715754945646, "total_loss": 1.0343836842312157} {"data_time": 0.01236457400227664, "eta_seconds": 32247.71032361797, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.35524549290372076, "fast_rcnn/fg_cls_accuracy": 0.6181914077483698, "iteration": 213259, "loss_box_reg": 0.22355441970285028, "loss_cls": 0.1955679141683504, "loss_mask": 0.23767704190686345, "loss_rpn_cls": 0.031684892188422964, "loss_rpn_loc": 0.06612076076271478, "loss_sem_seg": 0.2465799271594733, "lr": 0.002, "mask_rcnn/accuracy": 0.8976346826400774, "mask_rcnn/false_negative": 0.07003329353634763, "mask_rcnn/false_positive": 0.11952126790963322, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.5689977155052475, "total_loss": 1.0200267306354363} {"data_time": 0.013400926502072252, "eta_seconds": 32223.101434074873, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.3333026960784313, "fast_rcnn/fg_cls_accuracy": 0.6334978070175439, "iteration": 213279, "loss_box_reg": 0.1961496421135962, "loss_cls": 0.18263337248936296, "loss_mask": 0.23371170833706856, "loss_rpn_cls": 0.030895023613993544, "loss_rpn_loc": 0.06372935182298534, "loss_sem_seg": 0.21926385024562478, "lr": 0.002, "mask_rcnn/accuracy": 0.8969691448007775, "mask_rcnn/false_negative": 0.0943000285476569, "mask_rcnn/false_positive": 0.11328807842431843, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5550293769920245, "total_loss": 0.9341038589773234} {"data_time": 0.013728799007367343, "eta_seconds": 32211.739468864784, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.24994972347913524, "fast_rcnn/fg_cls_accuracy": 0.6950805008944543, "iteration": 213299, "loss_box_reg": 0.22159021091647446, "loss_cls": 0.18368660903070122, "loss_mask": 0.2426158646121621, "loss_rpn_cls": 0.03577032380053424, "loss_rpn_loc": 0.0778340789838694, "loss_sem_seg": 0.2727557336911559, "lr": 0.002, "mask_rcnn/accuracy": 0.9172489726561823, "mask_rcnn/false_negative": 0.06550090388985483, "mask_rcnn/false_positive": 0.09450212236680425, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5618007605080493, "total_loss": 1.027293937975628} {"data_time": 0.012892468999780249, "eta_seconds": 32200.377503654694, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.28209057760397405, "fast_rcnn/fg_cls_accuracy": 0.6975259749336067, "iteration": 213319, "loss_box_reg": 0.2330238128779456, "loss_cls": 0.1958781706634909, "loss_mask": 0.23613496590405703, "loss_rpn_cls": 0.030642762081697583, "loss_rpn_loc": 0.06070768742938526, "loss_sem_seg": 0.2466599470935762, "lr": 0.002, "mask_rcnn/accuracy": 0.8942156763544472, "mask_rcnn/false_negative": 0.10467959254719164, "mask_rcnn/false_positive": 0.10835209357038905, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5661298229970271, "total_loss": 1.0117974780441727} {"data_time": 0.01319829749991186, "eta_seconds": 32203.446953140883, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.3188405797101449, "fast_rcnn/fg_cls_accuracy": 0.681159420289855, "iteration": 213339, "loss_box_reg": 0.23613521549850702, "loss_cls": 0.18889932986348867, "loss_mask": 0.24896139651536942, "loss_rpn_cls": 0.0366729752640822, "loss_rpn_loc": 0.07168295619339915, "loss_sem_seg": 0.2684160163626075, "lr": 0.002, "mask_rcnn/accuracy": 0.8855629643508863, "mask_rcnn/false_negative": 0.1007401749278005, "mask_rcnn/false_positive": 0.12765615494940669, "roi_head/num_bg_samples": 431.0, "roi_head/num_fg_samples": 81.0, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5699803294992307, "total_loss": 1.0857888843020191} {"data_time": 0.012228662002598867, "eta_seconds": 32165.770008078347, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.30964360587002093, "fast_rcnn/fg_cls_accuracy": 0.6777777777777778, "iteration": 213359, "loss_box_reg": 0.2046226980164647, "loss_cls": 0.17342805140651762, "loss_mask": 0.21928858431056142, "loss_rpn_cls": 0.031506074436038034, "loss_rpn_loc": 0.05610558541957289, "loss_sem_seg": 0.25233888858929276, "lr": 0.002, "mask_rcnn/accuracy": 0.8947996609358029, "mask_rcnn/false_negative": 0.0850372851773524, "mask_rcnn/false_positive": 0.11767409797765335, "roi_head/num_bg_samples": 430.25, "roi_head/num_fg_samples": 81.75, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.563097011501668, "total_loss": 0.9596888177038636} {"data_time": 0.01238163350353716, "eta_seconds": 32132.89280471469, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.2953662597114317, "fast_rcnn/fg_cls_accuracy": 0.634419313254424, "iteration": 213379, "loss_box_reg": 0.20640915376134217, "loss_cls": 0.17667656973935664, "loss_mask": 0.222512889187783, "loss_rpn_cls": 0.029842976611689664, "loss_rpn_loc": 0.06841790680482518, "loss_sem_seg": 0.2291227299720049, "lr": 0.002, "mask_rcnn/accuracy": 0.8863657727686178, "mask_rcnn/false_negative": 0.09072003786694127, "mask_rcnn/false_positive": 0.11911059045967987, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5664163705005194, "total_loss": 0.9487487128208159} {"data_time": 0.011853656003950164, "eta_seconds": 32118.79400766764, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.32996011964107674, "fast_rcnn/fg_cls_accuracy": 0.6301970026589316, "iteration": 213399, "loss_box_reg": 0.2203684439882636, "loss_cls": 0.1718885761220008, "loss_mask": 0.23409874830394983, "loss_rpn_cls": 0.031263798104191665, "loss_rpn_loc": 0.06497625313932076, "loss_sem_seg": 0.22157989093102515, "lr": 0.002, "mask_rcnn/accuracy": 0.8944778366165085, "mask_rcnn/false_negative": 0.08880158783944737, "mask_rcnn/false_positive": 0.10283334516896074, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5743671169984736, "total_loss": 0.9096193370060064} {"data_time": 0.011942974997509737, "eta_seconds": 32108.67904039936, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.3671471243658433, "fast_rcnn/fg_cls_accuracy": 0.6328528756341567, "iteration": 213419, "loss_box_reg": 0.20581150287762284, "loss_cls": 0.16972335893660784, "loss_mask": 0.2337150927633047, "loss_rpn_cls": 0.02513519226340577, "loss_rpn_loc": 0.0695490385114681, "loss_sem_seg": 0.22798928571864963, "lr": 0.002, "mask_rcnn/accuracy": 0.8755635748088055, "mask_rcnn/false_negative": 0.1053085251365363, "mask_rcnn/false_positive": 0.13987977800963763, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 198.5, "rpn/num_pos_anchors": 57.5, "time": 0.5789646609991905, "total_loss": 0.950924807737465} {"data_time": 0.012451983995561022, "eta_seconds": 32104.669611579084, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.2607240905971173, "fast_rcnn/fg_cls_accuracy": 0.7119815668202765, "iteration": 213439, "loss_box_reg": 0.2094473906327039, "loss_cls": 0.1839342408347875, "loss_mask": 0.24360711313784122, "loss_rpn_cls": 0.028750007797498256, "loss_rpn_loc": 0.062393997111939825, "loss_sem_seg": 0.24010137771256268, "lr": 0.002, "mask_rcnn/accuracy": 0.8982945112568836, "mask_rcnn/false_negative": 0.09366427930041371, "mask_rcnn/false_positive": 0.10475927342481928, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.5686502359967562, "total_loss": 0.9690856406086823} {"data_time": 0.012833425003918819, "eta_seconds": 32093.317383149042, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3090879604289566, "fast_rcnn/fg_cls_accuracy": 0.6773268416313736, "iteration": 213459, "loss_box_reg": 0.21745502552948892, "loss_cls": 0.17146985535509884, "loss_mask": 0.24090540874749422, "loss_rpn_cls": 0.03129312257442507, "loss_rpn_loc": 0.06049211526988074, "loss_sem_seg": 0.21960938745178282, "lr": 0.002, "mask_rcnn/accuracy": 0.8863733917319319, "mask_rcnn/false_negative": 0.10065934729796398, "mask_rcnn/false_positive": 0.12529712065933546, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5683084894990316, "total_loss": 0.9537239368801238} {"data_time": 0.011345035003614612, "eta_seconds": 32077.945155167123, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.24764150943396226, "fast_rcnn/fg_cls_accuracy": 0.731161373491152, "iteration": 213479, "loss_box_reg": 0.20813484070822597, "loss_cls": 0.1739618149586022, "loss_mask": 0.23798352666199207, "loss_rpn_cls": 0.026395004490041174, "loss_rpn_loc": 0.05893310220562853, "loss_sem_seg": 0.23052238719537854, "lr": 0.002, "mask_rcnn/accuracy": 0.8954204396756625, "mask_rcnn/false_negative": 0.09866300926500264, "mask_rcnn/false_positive": 0.1130692881717122, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5706457209962537, "total_loss": 0.9560750335804187} {"data_time": 0.012919180000608321, "eta_seconds": 32060.334574919478, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.29484890109890105, "fast_rcnn/fg_cls_accuracy": 0.6877828054298643, "iteration": 213499, "loss_box_reg": 0.2179969281423837, "loss_cls": 0.18604823388159275, "loss_mask": 0.23828980373218656, "loss_rpn_cls": 0.028614981813007034, "loss_rpn_loc": 0.06287392121157609, "loss_sem_seg": 0.23085444327443838, "lr": 0.002, "mask_rcnn/accuracy": 0.9004590345970181, "mask_rcnn/false_negative": 0.07970079501711816, "mask_rcnn/false_positive": 0.1195787787098119, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5638873074931325, "total_loss": 0.963271730368433} {"data_time": 0.012924511509481817, "eta_seconds": 32021.585075540104, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.2889334402566159, "fast_rcnn/fg_cls_accuracy": 0.6855653568564555, "iteration": 213519, "loss_box_reg": 0.21107485704123974, "loss_cls": 0.16921696020290256, "loss_mask": 0.23448973416816443, "loss_rpn_cls": 0.02874066010917886, "loss_rpn_loc": 0.05853096774080768, "loss_sem_seg": 0.2386403528507799, "lr": 0.002, "mask_rcnn/accuracy": 0.9066036112756302, "mask_rcnn/false_negative": 0.075399418957501, "mask_rcnn/false_positive": 0.10427375052240323, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5588173590003862, "total_loss": 0.9358345231739804} {"data_time": 0.012682227003097069, "eta_seconds": 32005.138274040786, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.22297955209347614, "fast_rcnn/fg_cls_accuracy": 0.7301525478740669, "iteration": 213539, "loss_box_reg": 0.21231592097319663, "loss_cls": 0.17307756654918194, "loss_mask": 0.23322527762502432, "loss_rpn_cls": 0.031104189372854307, "loss_rpn_loc": 0.05336348759010434, "loss_sem_seg": 0.23454128368757665, "lr": 0.002, "mask_rcnn/accuracy": 0.8928565934944914, "mask_rcnn/false_negative": 0.09183490222195116, "mask_rcnn/false_positive": 0.11717402972153154, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 234.5, "rpn/num_pos_anchors": 21.5, "time": 0.565554732005694, "total_loss": 0.9351651059987489} {"data_time": 0.012659463493037038, "eta_seconds": 32021.096345316488, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.30243636858581735, "fast_rcnn/fg_cls_accuracy": 0.6921872873281611, "iteration": 213559, "loss_box_reg": 0.23444766830652952, "loss_cls": 0.18888805829919875, "loss_mask": 0.24487448949366808, "loss_rpn_cls": 0.035555965718231164, "loss_rpn_loc": 0.07183051446918398, "loss_sem_seg": 0.24532019533216953, "lr": 0.002, "mask_rcnn/accuracy": 0.8891253198577074, "mask_rcnn/false_negative": 0.10494350769972763, "mask_rcnn/false_positive": 0.11845976909087286, "roi_head/num_bg_samples": 422.5, "roi_head/num_fg_samples": 89.5, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 0.5737539719993947, "total_loss": 1.0419393833581125} {"data_time": 0.012733556504826993, "eta_seconds": 32005.725874856616, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.2819988310929281, "fast_rcnn/fg_cls_accuracy": 0.6427801724137931, "iteration": 213579, "loss_box_reg": 0.20028304355219007, "loss_cls": 0.16504107788205147, "loss_mask": 0.224786177277565, "loss_rpn_cls": 0.031039232257171534, "loss_rpn_loc": 0.058951178725692444, "loss_sem_seg": 0.23397090006619692, "lr": 0.002, "mask_rcnn/accuracy": 0.8966241522149725, "mask_rcnn/false_negative": 0.1028534941317175, "mask_rcnn/false_positive": 0.1055366159270234, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5593989924964262, "total_loss": 0.9481299277540529} {"data_time": 0.011771396493713837, "eta_seconds": 31965.654591386403, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.3106060606060606, "fast_rcnn/fg_cls_accuracy": 0.6402230821761894, "iteration": 213599, "loss_box_reg": 0.1888921649660915, "loss_cls": 0.16349179076496512, "loss_mask": 0.23208362562581897, "loss_rpn_cls": 0.026749970038508764, "loss_rpn_loc": 0.05073778735822998, "loss_sem_seg": 0.24291458469815552, "lr": 0.002, "mask_rcnn/accuracy": 0.8975030442893701, "mask_rcnn/false_negative": 0.0742104339235991, "mask_rcnn/false_positive": 0.13428356396119281, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5625520009998581, "total_loss": 0.9088756422279403} {"data_time": 0.011592402501264587, "eta_seconds": 31976.869316450575, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.23649940262843488, "fast_rcnn/fg_cls_accuracy": 0.7378335324571883, "iteration": 213619, "loss_box_reg": 0.2207100170198828, "loss_cls": 0.16988625924568623, "loss_mask": 0.23611936112865806, "loss_rpn_cls": 0.028896579078718787, "loss_rpn_loc": 0.05192963406443596, "loss_sem_seg": 0.23468992963898927, "lr": 0.002, "mask_rcnn/accuracy": 0.9095089629981548, "mask_rcnn/false_negative": 0.08054456063110685, "mask_rcnn/false_positive": 0.10276019728706444, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.571944697505387, "total_loss": 0.9749272352792104} {"data_time": 0.012445249994925689, "eta_seconds": 31977.32963931621, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.3425400534045394, "fast_rcnn/fg_cls_accuracy": 0.6245923026744944, "iteration": 213639, "loss_box_reg": 0.21052199695259333, "loss_cls": 0.17823700665030628, "loss_mask": 0.2350852070376277, "loss_rpn_cls": 0.030406372854486108, "loss_rpn_loc": 0.06495257653295994, "loss_sem_seg": 0.25023021211382, "lr": 0.002, "mask_rcnn/accuracy": 0.8961445438085336, "mask_rcnn/false_negative": 0.08933275448167871, "mask_rcnn/false_positive": 0.09717190283506888, "roi_head/num_bg_samples": 458.0, "roi_head/num_fg_samples": 54.0, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.577619510499062, "total_loss": 0.9886423194475356} {"data_time": 0.012309574492974207, "eta_seconds": 31979.795098848626, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.2926517417736177, "fast_rcnn/fg_cls_accuracy": 0.6457955134854771, "iteration": 213659, "loss_box_reg": 0.2071158376056701, "loss_cls": 0.16909943195059896, "loss_mask": 0.2269656341522932, "loss_rpn_cls": 0.030421749484958127, "loss_rpn_loc": 0.06643270864151418, "loss_sem_seg": 0.2546260911040008, "lr": 0.002, "mask_rcnn/accuracy": 0.8979466562132767, "mask_rcnn/false_negative": 0.09443417381048691, "mask_rcnn/false_positive": 0.10713413938840408, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5746398349874653, "total_loss": 0.9343049938506738} {"data_time": 0.0123547109978972, "eta_seconds": 31978.403154474378, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.30076215127983896, "fast_rcnn/fg_cls_accuracy": 0.6782405439864003, "iteration": 213679, "loss_box_reg": 0.22530265431851149, "loss_cls": 0.18082066718488932, "loss_mask": 0.23873788677155972, "loss_rpn_cls": 0.030523325956892222, "loss_rpn_loc": 0.0706042168312706, "loss_sem_seg": 0.25896702613681555, "lr": 0.002, "mask_rcnn/accuracy": 0.8922099008091398, "mask_rcnn/false_negative": 0.10163595289864248, "mask_rcnn/false_positive": 0.11227210175613533, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5736171800017473, "total_loss": 1.0317618565168232} {"data_time": 0.012753332499414682, "eta_seconds": 31969.26184830547, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.259765625, "fast_rcnn/fg_cls_accuracy": 0.7021908967391304, "iteration": 213699, "loss_box_reg": 0.20059579086955637, "loss_cls": 0.18147002317709848, "loss_mask": 0.22780778352171183, "loss_rpn_cls": 0.027909901033126516, "loss_rpn_loc": 0.0647937020403333, "loss_sem_seg": 0.24197773239575326, "lr": 0.002, "mask_rcnn/accuracy": 0.9070959093480255, "mask_rcnn/false_negative": 0.08544992122781886, "mask_rcnn/false_positive": 0.0866391576880462, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.558122282003751, "total_loss": 0.9522246030683164} {"data_time": 0.011991896004474256, "eta_seconds": 31951.777505436134, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.29244088624092346, "fast_rcnn/fg_cls_accuracy": 0.6879884605297666, "iteration": 213719, "loss_box_reg": 0.22136780293658376, "loss_cls": 0.18851884128525853, "loss_mask": 0.24091541208326817, "loss_rpn_cls": 0.03343415923882276, "loss_rpn_loc": 0.0657796912419144, "loss_sem_seg": 0.26462113624438643, "lr": 0.002, "mask_rcnn/accuracy": 0.9117638604858553, "mask_rcnn/false_negative": 0.08882294126419163, "mask_rcnn/false_positive": 0.1069810467305485, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5660333454943611, "total_loss": 1.0288996278250124} {"data_time": 0.014392031996976584, "eta_seconds": 31934.38618512846, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.29220134704005674, "fast_rcnn/fg_cls_accuracy": 0.6693362193362193, "iteration": 213739, "loss_box_reg": 0.21163972420617938, "loss_cls": 0.1769835902377963, "loss_mask": 0.23623676085844636, "loss_rpn_cls": 0.029004866373725235, "loss_rpn_loc": 0.06456696460372768, "loss_sem_seg": 0.2524021149147302, "lr": 0.002, "mask_rcnn/accuracy": 0.9005620965285488, "mask_rcnn/false_negative": 0.09234687714400389, "mask_rcnn/false_positive": 0.10917792295701181, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5680619025006308, "total_loss": 0.9801216754349298} {"data_time": 0.011726934004400391, "eta_seconds": 31916.564919815864, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.24171339342749662, "fast_rcnn/fg_cls_accuracy": 0.7116477272727273, "iteration": 213759, "loss_box_reg": 0.22394984588027, "loss_cls": 0.1780435387045145, "loss_mask": 0.22438376350328326, "loss_rpn_cls": 0.03500772842380684, "loss_rpn_loc": 0.06835392783978023, "loss_sem_seg": 0.28864171355962753, "lr": 0.002, "mask_rcnn/accuracy": 0.90677435584594, "mask_rcnn/false_negative": 0.08155052629643388, "mask_rcnn/false_positive": 0.10249351283767562, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5569234924914781, "total_loss": 1.0181731579796178} {"data_time": 0.013348006490559783, "eta_seconds": 31901.45431295991, "fast_rcnn/cls_accuracy": 0.95751953125, "fast_rcnn/false_negative": 0.22155378486055777, "fast_rcnn/fg_cls_accuracy": 0.7583783783783784, "iteration": 213779, "loss_box_reg": 0.21628700848668814, "loss_cls": 0.17736852599773556, "loss_mask": 0.24266238929703832, "loss_rpn_cls": 0.031006747638457455, "loss_rpn_loc": 0.07370346650714055, "loss_sem_seg": 0.26586505118757486, "lr": 0.002, "mask_rcnn/accuracy": 0.9012651233872024, "mask_rcnn/false_negative": 0.082005759745871, "mask_rcnn/false_positive": 0.12218399070322108, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5702168235002318, "total_loss": 1.0375850341661135} {"data_time": 0.012637084997550119, "eta_seconds": 31893.865063895937, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.34408602150537637, "fast_rcnn/fg_cls_accuracy": 0.5952334120115395, "iteration": 213799, "loss_box_reg": 0.22095672274008393, "loss_cls": 0.1721342047676444, "loss_mask": 0.23155058361589909, "loss_rpn_cls": 0.030277842699433677, "loss_rpn_loc": 0.055927066423464566, "loss_sem_seg": 0.2488094351720065, "lr": 0.002, "mask_rcnn/accuracy": 0.9007916286862139, "mask_rcnn/false_negative": 0.07792407609180327, "mask_rcnn/false_positive": 0.12100410351048196, "roi_head/num_bg_samples": 425.25, "roi_head/num_fg_samples": 86.75, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5747341240057722, "total_loss": 0.9632118906301912} {"data_time": 0.012588595505803823, "eta_seconds": 31888.118994635995, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.25098416586475375, "fast_rcnn/fg_cls_accuracy": 0.7432394366197184, "iteration": 213819, "loss_box_reg": 0.2167377443984151, "loss_cls": 0.16173945157788694, "loss_mask": 0.23669397505000234, "loss_rpn_cls": 0.030742410355742322, "loss_rpn_loc": 0.06578205563710071, "loss_sem_seg": 0.23560144286602736, "lr": 0.002, "mask_rcnn/accuracy": 0.895660255340454, "mask_rcnn/false_negative": 0.08619161459926819, "mask_rcnn/false_positive": 0.12059095213721652, "roi_head/num_bg_samples": 428.25, "roi_head/num_fg_samples": 83.75, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5667942109939759, "total_loss": 0.9184613745565002} {"data_time": 0.011699661001330242, "eta_seconds": 31879.63681445559, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.33492829564258136, "fast_rcnn/fg_cls_accuracy": 0.6195534624106053, "iteration": 213839, "loss_box_reg": 0.21960726426914334, "loss_cls": 0.17740208329632878, "loss_mask": 0.23697147518396378, "loss_rpn_cls": 0.03296287022749311, "loss_rpn_loc": 0.06730968989722896, "loss_sem_seg": 0.22961714211851358, "lr": 0.002, "mask_rcnn/accuracy": 0.8880593375459886, "mask_rcnn/false_negative": 0.0991840947614804, "mask_rcnn/false_positive": 0.11876056385967461, "roi_head/num_bg_samples": 430.5, "roi_head/num_fg_samples": 81.5, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.5731626155029517, "total_loss": 0.9547331158464658} {"data_time": 0.012611097998160403, "eta_seconds": 31868.28386959547, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.34974358974358977, "fast_rcnn/fg_cls_accuracy": 0.6430769230769231, "iteration": 213859, "loss_box_reg": 0.220492968801409, "loss_cls": 0.18794002383947372, "loss_mask": 0.24232372129336, "loss_rpn_cls": 0.034830395292374305, "loss_rpn_loc": 0.06476742466475116, "loss_sem_seg": 0.23256746446713805, "lr": 0.002, "mask_rcnn/accuracy": 0.8989009721441428, "mask_rcnn/false_negative": 0.09473227812334192, "mask_rcnn/false_positive": 0.112213046148345, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5660238275013398, "total_loss": 0.9934765114303445} {"data_time": 0.01240216849691933, "eta_seconds": 31848.404152178577, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.3009091581048119, "fast_rcnn/fg_cls_accuracy": 0.6681570030120482, "iteration": 213879, "loss_box_reg": 0.2187582664191723, "loss_cls": 0.1788904691929929, "loss_mask": 0.2383311614394188, "loss_rpn_cls": 0.030847801914205775, "loss_rpn_loc": 0.06661011232063174, "loss_sem_seg": 0.24354880908504128, "lr": 0.002, "mask_rcnn/accuracy": 0.9068693199936224, "mask_rcnn/false_negative": 0.08188577539019226, "mask_rcnn/false_positive": 0.0864500274550492, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5698338000074727, "total_loss": 0.9998754672997165} {"data_time": 0.011840262501209509, "eta_seconds": 31829.349390557283, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.2431493993993994, "fast_rcnn/fg_cls_accuracy": 0.7533783783783784, "iteration": 213899, "loss_box_reg": 0.2200662293471396, "loss_cls": 0.16190470848232508, "loss_mask": 0.22782369889318943, "loss_rpn_cls": 0.0335994130873587, "loss_rpn_loc": 0.059953636839054525, "loss_sem_seg": 0.24533927673473954, "lr": 0.002, "mask_rcnn/accuracy": 0.8976710475857009, "mask_rcnn/false_negative": 0.09675809368874957, "mask_rcnn/false_positive": 0.11032867922730394, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5606426404992817, "total_loss": 0.9666642233496532} {"data_time": 0.011761876005039085, "eta_seconds": 31800.973768532, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.23254752317632738, "fast_rcnn/fg_cls_accuracy": 0.7157781793539644, "iteration": 213919, "loss_box_reg": 0.20803280174732208, "loss_cls": 0.16678924043662846, "loss_mask": 0.24090249557048082, "loss_rpn_cls": 0.033240037446375936, "loss_rpn_loc": 0.07359343190910295, "loss_sem_seg": 0.23851887742057443, "lr": 0.002, "mask_rcnn/accuracy": 0.8875184351084184, "mask_rcnn/false_negative": 0.08845603588879383, "mask_rcnn/false_positive": 0.11775154956580862, "roi_head/num_bg_samples": 428.75, "roi_head/num_fg_samples": 83.25, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.552082453003095, "total_loss": 0.974832597974455} {"data_time": 0.011852767995151225, "eta_seconds": 31783.5444856585, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.25755879059350506, "fast_rcnn/fg_cls_accuracy": 0.7148057490742484, "iteration": 213939, "loss_box_reg": 0.17999743577092886, "loss_cls": 0.15170151507481933, "loss_mask": 0.22775823436677456, "loss_rpn_cls": 0.026202565990388393, "loss_rpn_loc": 0.05103040517860791, "loss_sem_seg": 0.2305421580094844, "lr": 0.002, "mask_rcnn/accuracy": 0.8927542014069828, "mask_rcnn/false_negative": 0.08738758886919964, "mask_rcnn/false_positive": 0.11716681322689082, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5600411340055871, "total_loss": 0.8829045520287764} {"data_time": 0.01318913049180992, "eta_seconds": 31767.05963435858, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.30205533596837947, "fast_rcnn/fg_cls_accuracy": 0.6673958333333334, "iteration": 213959, "loss_box_reg": 0.22634288016706705, "loss_cls": 0.18164671590784565, "loss_mask": 0.24003238789737225, "loss_rpn_cls": 0.03406910673948005, "loss_rpn_loc": 0.0638335588737391, "loss_sem_seg": 0.2433778801932931, "lr": 0.002, "mask_rcnn/accuracy": 0.8852033965244865, "mask_rcnn/false_negative": 0.09747348626849042, "mask_rcnn/false_positive": 0.13558449694555208, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 207.25, "rpn/num_pos_anchors": 48.75, "time": 0.5736421505062026, "total_loss": 0.9884339681593701} {"data_time": 0.01403246499830857, "eta_seconds": 31753.34183151771, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.2952185522151899, "fast_rcnn/fg_cls_accuracy": 0.6843585757643054, "iteration": 213979, "loss_box_reg": 0.21026889979839325, "loss_cls": 0.1710307013709098, "loss_mask": 0.2364043570123613, "loss_rpn_cls": 0.029720895137870684, "loss_rpn_loc": 0.06750122616358567, "loss_sem_seg": 0.2645950368605554, "lr": 0.002, "mask_rcnn/accuracy": 0.8879152494331066, "mask_rcnn/false_negative": 0.10306091281959609, "mask_rcnn/false_positive": 0.11731276777677259, "roi_head/num_bg_samples": 430.25, "roi_head/num_fg_samples": 81.75, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.5637405425077304, "total_loss": 0.9517336372082355} {"data_time": 0.013003162988752592, "eta_seconds": 31749.527741948266, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.2372847616203842, "fast_rcnn/fg_cls_accuracy": 0.7307446340781006, "iteration": 213999, "loss_box_reg": 0.21847260557115078, "loss_cls": 0.18969910824671388, "loss_mask": 0.2363176764920354, "loss_rpn_cls": 0.03172245268069673, "loss_rpn_loc": 0.06460681406315416, "loss_sem_seg": 0.23426212859340012, "lr": 0.002, "mask_rcnn/accuracy": 0.8944422759112209, "mask_rcnn/false_negative": 0.07485372023294681, "mask_rcnn/false_positive": 0.1068165708104869, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5680416294999304, "total_loss": 0.997523210971849} {"data_time": 0.012455514995963313, "eta_seconds": 31756.869154809196, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.2446311858076564, "fast_rcnn/fg_cls_accuracy": 0.6828768492602959, "iteration": 214019, "loss_box_reg": 0.2201694925315678, "loss_cls": 0.19687732635065913, "loss_mask": 0.23691479302942753, "loss_rpn_cls": 0.03380574365291977, "loss_rpn_loc": 0.06600756081752479, "loss_sem_seg": 0.2532116298098117, "lr": 0.002, "mask_rcnn/accuracy": 0.9019454163063134, "mask_rcnn/false_negative": 0.10308463665771703, "mask_rcnn/false_positive": 0.11037981790764378, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.5776328575011576, "total_loss": 1.0103751024071244} {"data_time": 0.012995325501833577, "eta_seconds": 31719.333147097743, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.28866396761133606, "fast_rcnn/fg_cls_accuracy": 0.66484375, "iteration": 214039, "loss_box_reg": 0.2035996876657009, "loss_cls": 0.17525870306417346, "loss_mask": 0.24660993739962578, "loss_rpn_cls": 0.03612732403416885, "loss_rpn_loc": 0.06780236668419093, "loss_sem_seg": 0.2433291703928262, "lr": 0.002, "mask_rcnn/accuracy": 0.8987079505641054, "mask_rcnn/false_negative": 0.09922116463836991, "mask_rcnn/false_positive": 0.10341537180739888, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5639201140002115, "total_loss": 0.9544219723670722} {"data_time": 0.012680433494097088, "eta_seconds": 31707.996918957753, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.3166199282950552, "fast_rcnn/fg_cls_accuracy": 0.6711906514538093, "iteration": 214059, "loss_box_reg": 0.24219171702861786, "loss_cls": 0.18961104890331626, "loss_mask": 0.24936894979327917, "loss_rpn_cls": 0.030025381638552062, "loss_rpn_loc": 0.06800185790052637, "loss_sem_seg": 0.25600551115348935, "lr": 0.002, "mask_rcnn/accuracy": 0.8926811833520019, "mask_rcnn/false_negative": 0.09354018561564603, "mask_rcnn/false_positive": 0.1150280965608606, "roi_head/num_bg_samples": 433.0, "roi_head/num_fg_samples": 79.0, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.5692150024988223, "total_loss": 0.9820608120644465} {"data_time": 0.013067995001620147, "eta_seconds": 31693.856756187073, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.2230373475609756, "fast_rcnn/fg_cls_accuracy": 0.7560519366197183, "iteration": 214079, "loss_box_reg": 0.20289289229549468, "loss_cls": 0.16607930639293045, "loss_mask": 0.23123802104964852, "loss_rpn_cls": 0.03378120627166936, "loss_rpn_loc": 0.06714460664079525, "loss_sem_seg": 0.2541958736255765, "lr": 0.002, "mask_rcnn/accuracy": 0.900864871146522, "mask_rcnn/false_negative": 0.070914825993594, "mask_rcnn/false_positive": 0.12510096688505923, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 206.5, "rpn/num_pos_anchors": 49.5, "time": 0.5766953504935373, "total_loss": 0.9871011337963864} {"data_time": 0.011925408500246704, "eta_seconds": 31711.486801289524, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.2540756372062231, "fast_rcnn/fg_cls_accuracy": 0.7145676691729324, "iteration": 214099, "loss_box_reg": 0.19564685598015785, "loss_cls": 0.1705381174106151, "loss_mask": 0.23529934464022517, "loss_rpn_cls": 0.03505225777553278, "loss_rpn_loc": 0.05732806204468943, "loss_sem_seg": 0.22957305097952485, "lr": 0.002, "mask_rcnn/accuracy": 0.8942515114093986, "mask_rcnn/false_negative": 0.09060529280415931, "mask_rcnn/false_positive": 0.12479977614155574, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 206.25, "rpn/num_pos_anchors": 49.75, "time": 0.574985563995142, "total_loss": 0.9450860981742153} {"data_time": 0.01214538600470405, "eta_seconds": 31704.530637488308, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.2824627246732026, "fast_rcnn/fg_cls_accuracy": 0.7010566037735848, "iteration": 214119, "loss_box_reg": 0.1957158436998725, "loss_cls": 0.1655377426650375, "loss_mask": 0.23606695234775543, "loss_rpn_cls": 0.026052949717268348, "loss_rpn_loc": 0.06084844080032781, "loss_sem_seg": 0.2457915572449565, "lr": 0.002, "mask_rcnn/accuracy": 0.9009009991417039, "mask_rcnn/false_negative": 0.09702619277423788, "mask_rcnn/false_positive": 0.12781820706134395, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5583497015031753, "total_loss": 0.9476235099427868} {"data_time": 0.013358029005757999, "eta_seconds": 31703.307642467298, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.25439286650931026, "fast_rcnn/fg_cls_accuracy": 0.7039440524193548, "iteration": 214139, "loss_box_reg": 0.2007987815886736, "loss_cls": 0.17494538519531488, "loss_mask": 0.22303926711902022, "loss_rpn_cls": 0.02594781270454405, "loss_rpn_loc": 0.06268598848691909, "loss_sem_seg": 0.23744582198560238, "lr": 0.002, "mask_rcnn/accuracy": 0.8843996133609694, "mask_rcnn/false_negative": 0.09770376077715245, "mask_rcnn/false_positive": 0.11834305495016034, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5648624409950571, "total_loss": 0.9456475444676471} {"data_time": 0.01173971749813063, "eta_seconds": 31702.72629728805, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.22753253775151583, "fast_rcnn/fg_cls_accuracy": 0.7196244700181709, "iteration": 214159, "loss_box_reg": 0.22415279131382704, "loss_cls": 0.18737500091083348, "loss_mask": 0.25033655809238553, "loss_rpn_cls": 0.03249199132551439, "loss_rpn_loc": 0.06393899259273894, "loss_sem_seg": 0.25144741777330637, "lr": 0.002, "mask_rcnn/accuracy": 0.8940319435855151, "mask_rcnn/false_negative": 0.0931561117627017, "mask_rcnn/false_positive": 0.11902357087358055, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5747980364976684, "total_loss": 1.018950207857415} {"data_time": 0.012637423504202161, "eta_seconds": 31683.78438261291, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.3016507752628765, "fast_rcnn/fg_cls_accuracy": 0.6712707182320442, "iteration": 214179, "loss_box_reg": 0.2268552929162979, "loss_cls": 0.19166390364989638, "loss_mask": 0.2392762815579772, "loss_rpn_cls": 0.03437772590405075, "loss_rpn_loc": 0.0711518082243856, "loss_sem_seg": 0.23288383334875107, "lr": 0.002, "mask_rcnn/accuracy": 0.8899185663356082, "mask_rcnn/false_negative": 0.08578401772188296, "mask_rcnn/false_positive": 0.12548489498351356, "roi_head/num_bg_samples": 426.0, "roi_head/num_fg_samples": 86.0, "rpn/num_neg_anchors": 207.5, "rpn/num_pos_anchors": 48.5, "time": 0.5666919329960365, "total_loss": 0.9911189256126818} {"data_time": 0.013033501993049867, "eta_seconds": 31685.348047055886, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.3768605337354928, "fast_rcnn/fg_cls_accuracy": 0.6144497675073974, "iteration": 214199, "loss_box_reg": 0.21964885643683374, "loss_cls": 0.18357082409784198, "loss_mask": 0.23434271477162838, "loss_rpn_cls": 0.028351504799502436, "loss_rpn_loc": 0.0697867093840614, "loss_sem_seg": 0.23895094799809158, "lr": 0.002, "mask_rcnn/accuracy": 0.8986044943847946, "mask_rcnn/false_negative": 0.09459623234645906, "mask_rcnn/false_positive": 0.12015818067756484, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.571261269506067, "total_loss": 0.9792444965423783} {"data_time": 0.012539707495307084, "eta_seconds": 31679.82013520233, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.24012345679012345, "fast_rcnn/fg_cls_accuracy": 0.7089583333333334, "iteration": 214219, "loss_box_reg": 0.22092571971006691, "loss_cls": 0.1870648121694103, "loss_mask": 0.22843346372246742, "loss_rpn_cls": 0.032283688757161144, "loss_rpn_loc": 0.07750341104110703, "loss_sem_seg": 0.25421924656257033, "lr": 0.002, "mask_rcnn/accuracy": 0.9083677759652614, "mask_rcnn/false_negative": 0.08314785918185846, "mask_rcnn/false_positive": 0.11259810261829421, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5697425024991389, "total_loss": 1.034893508614914} {"data_time": 0.012134522505220957, "eta_seconds": 31673.226744819905, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.2096797052154195, "fast_rcnn/fg_cls_accuracy": 0.7628125, "iteration": 214239, "loss_box_reg": 0.215018006041646, "loss_cls": 0.179968569194898, "loss_mask": 0.23738933447748423, "loss_rpn_cls": 0.03707796689559473, "loss_rpn_loc": 0.074776817986276, "loss_sem_seg": 0.24621407315135002, "lr": 0.002, "mask_rcnn/accuracy": 0.8874199032942841, "mask_rcnn/false_negative": 0.08670259691270982, "mask_rcnn/false_positive": 0.13548504365168662, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5692381280023255, "total_loss": 0.964692786015803} {"data_time": 0.011612457004957832, "eta_seconds": 31657.102851442483, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.29116924461054017, "fast_rcnn/fg_cls_accuracy": 0.6704119850187266, "iteration": 214259, "loss_box_reg": 0.19240662408992648, "loss_cls": 0.1703208889812231, "loss_mask": 0.23454477661289275, "loss_rpn_cls": 0.03218863715301268, "loss_rpn_loc": 0.06612001999747008, "loss_sem_seg": 0.26721499115228653, "lr": 0.002, "mask_rcnn/accuracy": 0.916267075445865, "mask_rcnn/false_negative": 0.09031282580472998, "mask_rcnn/false_positive": 0.09136816140428763, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5640714054970886, "total_loss": 0.9874085471237777} {"data_time": 0.013011310002184473, "eta_seconds": 31650.50604272, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.22612781954887218, "fast_rcnn/fg_cls_accuracy": 0.7631652661064425, "iteration": 214279, "loss_box_reg": 0.21545125264674425, "loss_cls": 0.1765140371862799, "loss_mask": 0.2336912089958787, "loss_rpn_cls": 0.028799865780456457, "loss_rpn_loc": 0.06288072495954111, "loss_sem_seg": 0.2325999177992344, "lr": 0.002, "mask_rcnn/accuracy": 0.9017874515397557, "mask_rcnn/false_negative": 0.0734862028495201, "mask_rcnn/false_positive": 0.1046747688580788, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5666039040006581, "total_loss": 0.9708363742674919} {"data_time": 0.013177528497180901, "eta_seconds": 31645.830062368346, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.27147108843537415, "fast_rcnn/fg_cls_accuracy": 0.6448899872448979, "iteration": 214299, "loss_box_reg": 0.2142276461236179, "loss_cls": 0.1827863382641226, "loss_mask": 0.2357106488198042, "loss_rpn_cls": 0.03018038542359136, "loss_rpn_loc": 0.07198116707149893, "loss_sem_seg": 0.25486950436607003, "lr": 0.002, "mask_rcnn/accuracy": 0.9035238203961201, "mask_rcnn/false_negative": 0.07453047241273092, "mask_rcnn/false_positive": 0.110582835878148, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5689315704948967, "total_loss": 0.9840324422693811} {"data_time": 0.012044248498568777, "eta_seconds": 31641.87241070463, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.36011129528771013, "fast_rcnn/fg_cls_accuracy": 0.6294822006472491, "iteration": 214319, "loss_box_reg": 0.23209580220282078, "loss_cls": 0.1888799440348521, "loss_mask": 0.23096647392958403, "loss_rpn_cls": 0.03212207827345992, "loss_rpn_loc": 0.07939682176220231, "loss_sem_seg": 0.2415957823395729, "lr": 0.002, "mask_rcnn/accuracy": 0.9047283598478761, "mask_rcnn/false_negative": 0.08791130294450386, "mask_rcnn/false_positive": 0.1024722217586628, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5728760359997978, "total_loss": 1.0122487399348756} {"data_time": 0.012095608006347902, "eta_seconds": 31627.828175051698, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.25743728148193584, "fast_rcnn/fg_cls_accuracy": 0.7013280394304491, "iteration": 214339, "loss_box_reg": 0.20372796640731394, "loss_cls": 0.1705601450521499, "loss_mask": 0.22854621335864067, "loss_rpn_cls": 0.027779802614531945, "loss_rpn_loc": 0.05794403744221199, "loss_sem_seg": 0.22257192758843303, "lr": 0.002, "mask_rcnn/accuracy": 0.8939995923552932, "mask_rcnn/false_negative": 0.10101352428281148, "mask_rcnn/false_positive": 0.10359728588910017, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5562313144982909, "total_loss": 0.9312807164096739} {"data_time": 0.011877777003974188, "eta_seconds": 31623.10242172808, "fast_rcnn/cls_accuracy": 0.95751953125, "fast_rcnn/false_negative": 0.2210038986354776, "fast_rcnn/fg_cls_accuracy": 0.7464285714285714, "iteration": 214359, "loss_box_reg": 0.19980683457106352, "loss_cls": 0.17012723302468657, "loss_mask": 0.23645249009132385, "loss_rpn_cls": 0.027350439195288345, "loss_rpn_loc": 0.05760378306149505, "loss_sem_seg": 0.2601286116987467, "lr": 0.002, "mask_rcnn/accuracy": 0.9098757636278195, "mask_rcnn/false_negative": 0.08468667478354841, "mask_rcnn/false_positive": 0.0943470535619981, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5711517294985242, "total_loss": 0.9563458192569669} {"data_time": 0.01323013650107896, "eta_seconds": 31609.599212039422, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.2875876991672677, "fast_rcnn/fg_cls_accuracy": 0.671875, "iteration": 214379, "loss_box_reg": 0.20204078499227762, "loss_cls": 0.17836552392691374, "loss_mask": 0.2325167478993535, "loss_rpn_cls": 0.02848687054211041, "loss_rpn_loc": 0.04864325109519996, "loss_sem_seg": 0.24557269038632512, "lr": 0.002, "mask_rcnn/accuracy": 0.9085900556869089, "mask_rcnn/false_negative": 0.07876518858071146, "mask_rcnn/false_positive": 0.10457806151018761, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5593478569935542, "total_loss": 0.9423938382533379} {"data_time": 0.012212698005896527, "eta_seconds": 31605.690490656925, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.25640776968051204, "fast_rcnn/fg_cls_accuracy": 0.741500180110283, "iteration": 214399, "loss_box_reg": 0.22433577198535204, "loss_cls": 0.18152152432594448, "loss_mask": 0.22943480405956507, "loss_rpn_cls": 0.02840678032953292, "loss_rpn_loc": 0.06797007771092467, "loss_sem_seg": 0.22779539739713073, "lr": 0.002, "mask_rcnn/accuracy": 0.8915621036068598, "mask_rcnn/false_negative": 0.09522822339421888, "mask_rcnn/false_positive": 0.1279215721623141, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.5843868469964946, "total_loss": 0.9409602910745889} {"data_time": 0.012172752496553585, "eta_seconds": 31577.653555528537, "fast_rcnn/cls_accuracy": 0.95751953125, "fast_rcnn/false_negative": 0.2155887230514096, "fast_rcnn/fg_cls_accuracy": 0.7545751633986928, "iteration": 214419, "loss_box_reg": 0.19649768737144768, "loss_cls": 0.15770893078297377, "loss_mask": 0.22838047426193953, "loss_rpn_cls": 0.022874926537042484, "loss_rpn_loc": 0.05170659863506444, "loss_sem_seg": 0.23643538868054748, "lr": 0.002, "mask_rcnn/accuracy": 0.9116434142392228, "mask_rcnn/false_negative": 0.07894626816425257, "mask_rcnn/false_positive": 0.07706212075290561, "roi_head/num_bg_samples": 456.5, "roi_head/num_fg_samples": 55.5, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5612326279951958, "total_loss": 0.8845898733979993} {"data_time": 0.011574467505852226, "eta_seconds": 31559.62323432038, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3093112244897959, "fast_rcnn/fg_cls_accuracy": 0.690688775510204, "iteration": 214439, "loss_box_reg": 0.20932832267135382, "loss_cls": 0.17079196916893125, "loss_mask": 0.23819617368280888, "loss_rpn_cls": 0.02783589558384847, "loss_rpn_loc": 0.05447544815251604, "loss_sem_seg": 0.21880246745422482, "lr": 0.002, "mask_rcnn/accuracy": 0.8865499803613511, "mask_rcnn/false_negative": 0.08246459431504596, "mask_rcnn/false_positive": 0.1313623085476029, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.5668948544989689, "total_loss": 0.9292034251520818} {"data_time": 0.012921773006382864, "eta_seconds": 31559.641484532192, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.2831529639799709, "fast_rcnn/fg_cls_accuracy": 0.6843431847385588, "iteration": 214459, "loss_box_reg": 0.22648169472813606, "loss_cls": 0.17784893163479865, "loss_mask": 0.2354235565289855, "loss_rpn_cls": 0.031495577248279005, "loss_rpn_loc": 0.06600658579554874, "loss_sem_seg": 0.22505745105445385, "lr": 0.002, "mask_rcnn/accuracy": 0.8914636866551258, "mask_rcnn/false_negative": 0.08501246547814982, "mask_rcnn/false_positive": 0.11136431037595601, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5733944055027678, "total_loss": 0.9864025882416172} {"data_time": 0.013032518996624276, "eta_seconds": 31550.982130399076, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.26362629072563537, "fast_rcnn/fg_cls_accuracy": 0.6255137609905832, "iteration": 214479, "loss_box_reg": 0.2215764168649912, "loss_cls": 0.1823894875124097, "loss_mask": 0.23030923726037145, "loss_rpn_cls": 0.03201096395787317, "loss_rpn_loc": 0.06825367035344243, "loss_sem_seg": 0.21679553319700062, "lr": 0.002, "mask_rcnn/accuracy": 0.8945409095524437, "mask_rcnn/false_negative": 0.08801993598700554, "mask_rcnn/false_positive": 0.13229559633816557, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5793398985042586, "total_loss": 0.9829026851220988} {"data_time": 0.012361137989501003, "eta_seconds": 31539.616707539113, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.27800780078007803, "fast_rcnn/fg_cls_accuracy": 0.6920402714428746, "iteration": 214499, "loss_box_reg": 0.20545236766338348, "loss_cls": 0.1688628294505179, "loss_mask": 0.21827912097796798, "loss_rpn_cls": 0.0278024859726429, "loss_rpn_loc": 0.06654649326810613, "loss_sem_seg": 0.24688750505447388, "lr": 0.002, "mask_rcnn/accuracy": 0.8884578948767007, "mask_rcnn/false_negative": 0.08222218354177799, "mask_rcnn/false_positive": 0.11949494167956544, "roi_head/num_bg_samples": 424.5, "roi_head/num_fg_samples": 87.5, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.5655154735068209, "total_loss": 0.9467645361582981} {"data_time": 0.011555578996194527, "eta_seconds": 31557.562840325103, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.23240589198036007, "fast_rcnn/fg_cls_accuracy": 0.7268228870435672, "iteration": 214519, "loss_box_reg": 0.22125417017377913, "loss_cls": 0.17850766330957413, "loss_mask": 0.23585954867303371, "loss_rpn_cls": 0.025842652379651554, "loss_rpn_loc": 0.06939599907491356, "loss_sem_seg": 0.256570999044925, "lr": 0.002, "mask_rcnn/accuracy": 0.9105385030356229, "mask_rcnn/false_negative": 0.06976883101599896, "mask_rcnn/false_positive": 0.11277035602850191, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5741062269953545, "total_loss": 0.9688214659399819} {"data_time": 0.01413935700111324, "eta_seconds": 31532.07538185495, "fast_rcnn/cls_accuracy": 0.96630859375, "fast_rcnn/false_negative": 0.19115718478736027, "fast_rcnn/fg_cls_accuracy": 0.7684161199625117, "iteration": 214539, "loss_box_reg": 0.19382698251865804, "loss_cls": 0.1612591368611902, "loss_mask": 0.21661524940282106, "loss_rpn_cls": 0.026435651925567072, "loss_rpn_loc": 0.049953390582231805, "loss_sem_seg": 0.21995855611748993, "lr": 0.002, "mask_rcnn/accuracy": 0.9434948979591837, "mask_rcnn/false_negative": 0.06122907802906883, "mask_rcnn/false_positive": 0.08570353998552163, "roi_head/num_bg_samples": 462.25, "roi_head/num_fg_samples": 49.75, "rpn/num_neg_anchors": 240.25, "rpn/num_pos_anchors": 15.75, "time": 0.5522110160018201, "total_loss": 0.8950280418648617} {"data_time": 0.012878071000159252, "eta_seconds": 31509.434074927238, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.3020086083213773, "fast_rcnn/fg_cls_accuracy": 0.6405452806122449, "iteration": 214559, "loss_box_reg": 0.1949951924616471, "loss_cls": 0.1703467289917171, "loss_mask": 0.22544173523783684, "loss_rpn_cls": 0.029340674704144476, "loss_rpn_loc": 0.07634933653753251, "loss_sem_seg": 0.2302074865438044, "lr": 0.002, "mask_rcnn/accuracy": 0.8840037262384792, "mask_rcnn/false_negative": 0.09223815126233495, "mask_rcnn/false_positive": 0.12620029727345974, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5683807890018215, "total_loss": 0.9345916518650483} {"data_time": 0.01233321849576896, "eta_seconds": 31523.434872725033, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.20849056603773586, "fast_rcnn/fg_cls_accuracy": 0.7797447280799112, "iteration": 214579, "loss_box_reg": 0.1892321289051324, "loss_cls": 0.15440945024602115, "loss_mask": 0.2247585109435022, "loss_rpn_cls": 0.027173201233381405, "loss_rpn_loc": 0.060535438475199044, "loss_sem_seg": 0.25073131266981363, "lr": 0.002, "mask_rcnn/accuracy": 0.9051710500727101, "mask_rcnn/false_negative": 0.09477129304136417, "mask_rcnn/false_positive": 0.10239525637677288, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5788869079988217, "total_loss": 0.9085998691043642} {"data_time": 0.012241331503901165, "eta_seconds": 31532.63667064711, "fast_rcnn/cls_accuracy": 0.96484375, "fast_rcnn/false_negative": 0.22165800661313179, "fast_rcnn/fg_cls_accuracy": 0.7722291407222914, "iteration": 214599, "loss_box_reg": 0.2104578868020326, "loss_cls": 0.1600772924721241, "loss_mask": 0.23365894751623273, "loss_rpn_cls": 0.02771871618460864, "loss_rpn_loc": 0.06786644335079473, "loss_sem_seg": 0.23624134063720703, "lr": 0.002, "mask_rcnn/accuracy": 0.921237164373325, "mask_rcnn/false_negative": 0.08984221099357037, "mask_rcnn/false_positive": 0.093576581004818, "roi_head/num_bg_samples": 464.75, "roi_head/num_fg_samples": 47.25, "rpn/num_neg_anchors": 239.75, "rpn/num_pos_anchors": 16.25, "time": 0.5841364984953543, "total_loss": 0.9482751101895701} {"data_time": 0.01239557199733099, "eta_seconds": 31521.253252777162, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.23335874952344643, "fast_rcnn/fg_cls_accuracy": 0.7181318681318681, "iteration": 214619, "loss_box_reg": 0.22113674867432564, "loss_cls": 0.18128683092072606, "loss_mask": 0.23180893436074257, "loss_rpn_cls": 0.027480563301651273, "loss_rpn_loc": 0.06427076901309192, "loss_sem_seg": 0.23423143406398594, "lr": 0.002, "mask_rcnn/accuracy": 0.9006036469229859, "mask_rcnn/false_negative": 0.07956527383633236, "mask_rcnn/false_positive": 0.10684332563961632, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5736011449989746, "total_loss": 0.9966555882401735} {"data_time": 0.01243976649857359, "eta_seconds": 31509.869834907215, "fast_rcnn/cls_accuracy": 0.95751953125, "fast_rcnn/false_negative": 0.26551401869158875, "fast_rcnn/fg_cls_accuracy": 0.7082359813084111, "iteration": 214639, "loss_box_reg": 0.1922389529645443, "loss_cls": 0.1538771006744355, "loss_mask": 0.22259688470512629, "loss_rpn_cls": 0.02542960352730006, "loss_rpn_loc": 0.05905737803550437, "loss_sem_seg": 0.20350447669625282, "lr": 0.002, "mask_rcnn/accuracy": 0.9033892846472567, "mask_rcnn/false_negative": 0.10038463705299824, "mask_rcnn/false_positive": 0.0910954084246342, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.576519157999428, "total_loss": 0.8563742980986717} {"data_time": 0.013633985006890725, "eta_seconds": 31486.260068418087, "fast_rcnn/cls_accuracy": 0.958984375, "fast_rcnn/false_negative": 0.22576923076923078, "fast_rcnn/fg_cls_accuracy": 0.7545180722891567, "iteration": 214659, "loss_box_reg": 0.20403599203564227, "loss_cls": 0.16414337931200862, "loss_mask": 0.22646605223417282, "loss_rpn_cls": 0.025629456853494048, "loss_rpn_loc": 0.0594440545537509, "loss_sem_seg": 0.24031414603814483, "lr": 0.002, "mask_rcnn/accuracy": 0.9103714306935486, "mask_rcnn/false_negative": 0.07571526521672756, "mask_rcnn/false_positive": 0.09239343811675985, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5670833284966648, "total_loss": 0.9187659197423272} {"data_time": 0.012343638998572715, "eta_seconds": 31466.554926724915, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.2018733850129199, "fast_rcnn/fg_cls_accuracy": 0.7762120614899488, "iteration": 214679, "loss_box_reg": 0.18830383592285216, "loss_cls": 0.15549476398155093, "loss_mask": 0.22329154377803206, "loss_rpn_cls": 0.022332717897370458, "loss_rpn_loc": 0.05095147548126988, "loss_sem_seg": 0.24343423871323466, "lr": 0.002, "mask_rcnn/accuracy": 0.9076210140306122, "mask_rcnn/false_negative": 0.07060920753998245, "mask_rcnn/false_positive": 0.10010456179326502, "roi_head/num_bg_samples": 457.75, "roi_head/num_fg_samples": 54.25, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5668778004983324, "total_loss": 0.904634559279657} {"data_time": 0.012331719495705329, "eta_seconds": 31463.50206977808, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.2574123989218329, "fast_rcnn/fg_cls_accuracy": 0.7237196765498652, "iteration": 214699, "loss_box_reg": 0.1763838091865182, "loss_cls": 0.148409602814354, "loss_mask": 0.22487044893205166, "loss_rpn_cls": 0.026398572837933898, "loss_rpn_loc": 0.06644218649307732, "loss_sem_seg": 0.23382328636944294, "lr": 0.002, "mask_rcnn/accuracy": 0.900805145531495, "mask_rcnn/false_negative": 0.0893028884995943, "mask_rcnn/false_positive": 0.08301385955273027, "roi_head/num_bg_samples": 456.25, "roi_head/num_fg_samples": 55.75, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5564255220015184, "total_loss": 0.8955113190477277} {"data_time": 0.012868261997937225, "eta_seconds": 31452.123070458074, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.2554893244426484, "fast_rcnn/fg_cls_accuracy": 0.7310784453641597, "iteration": 214719, "loss_box_reg": 0.20727166184224188, "loss_cls": 0.17257494013756514, "loss_mask": 0.22369135543704033, "loss_rpn_cls": 0.028419325273716822, "loss_rpn_loc": 0.06876828314852901, "loss_sem_seg": 0.22738511703209952, "lr": 0.002, "mask_rcnn/accuracy": 0.9055924809794408, "mask_rcnn/false_negative": 0.07530482748999877, "mask_rcnn/false_positive": 0.10922887404623188, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.573166496003978, "total_loss": 0.9599404972104821} {"data_time": 0.013051761496171821, "eta_seconds": 31452.95274555748, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.2809872989766082, "fast_rcnn/fg_cls_accuracy": 0.6888517279821628, "iteration": 214739, "loss_box_reg": 0.21127820783294737, "loss_cls": 0.1576759114395827, "loss_mask": 0.22359498031437397, "loss_rpn_cls": 0.029648441246536095, "loss_rpn_loc": 0.061869225071859546, "loss_sem_seg": 0.25096553517505527, "lr": 0.002, "mask_rcnn/accuracy": 0.8885738645590863, "mask_rcnn/false_negative": 0.110543548657074, "mask_rcnn/false_positive": 0.11621074210776416, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.5785958830019808, "total_loss": 0.9932199383620173} {"data_time": 0.01236338399030501, "eta_seconds": 31489.528790811346, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.23104575163398694, "fast_rcnn/fg_cls_accuracy": 0.7501207729468599, "iteration": 214759, "loss_box_reg": 0.20129694393835962, "loss_cls": 0.1748355885501951, "loss_mask": 0.22646779008209705, "loss_rpn_cls": 0.026925925667455886, "loss_rpn_loc": 0.05811145078041591, "loss_sem_seg": 0.227602981030941, "lr": 0.002, "mask_rcnn/accuracy": 0.9147877896831675, "mask_rcnn/false_negative": 0.06501437601576691, "mask_rcnn/false_positive": 0.10170100163496856, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 236.75, "rpn/num_pos_anchors": 19.25, "time": 0.5771718094983953, "total_loss": 0.8973911154826055} {"data_time": 0.012688509494182654, "eta_seconds": 31484.04259259571, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.29159525379037576, "fast_rcnn/fg_cls_accuracy": 0.6967347119123365, "iteration": 214779, "loss_box_reg": 0.21433159173466265, "loss_cls": 0.17704456904903054, "loss_mask": 0.2318786890245974, "loss_rpn_cls": 0.031059285032824846, "loss_rpn_loc": 0.06979271731688641, "loss_sem_seg": 0.2389998664148152, "lr": 0.002, "mask_rcnn/accuracy": 0.8987787233568345, "mask_rcnn/false_negative": 0.0732955586671524, "mask_rcnn/false_positive": 0.11748381561131246, "roi_head/num_bg_samples": 419.75, "roi_head/num_fg_samples": 92.25, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.5763171334983781, "total_loss": 0.9566057702613762} {"data_time": 0.012166566004452761, "eta_seconds": 31451.562325891347, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.23519233662671146, "fast_rcnn/fg_cls_accuracy": 0.7518831348656883, "iteration": 214799, "loss_box_reg": 0.2015601743478328, "loss_cls": 0.16330423532053828, "loss_mask": 0.22763883881270885, "loss_rpn_cls": 0.022750935393560212, "loss_rpn_loc": 0.05452044715639204, "loss_sem_seg": 0.23613452608697116, "lr": 0.002, "mask_rcnn/accuracy": 0.8914355371676284, "mask_rcnn/false_negative": 0.09076948415537957, "mask_rcnn/false_positive": 0.10693555896613992, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.568334315008542, "total_loss": 0.9050657592597418} {"data_time": 0.011958081006014254, "eta_seconds": 31461.236745115515, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.29238505747126436, "fast_rcnn/fg_cls_accuracy": 0.6735402960526315, "iteration": 214819, "loss_box_reg": 0.2293460895307362, "loss_cls": 0.18423521518707275, "loss_mask": 0.2435764316469431, "loss_rpn_cls": 0.029188231928856112, "loss_rpn_loc": 0.06274251083959825, "loss_sem_seg": 0.2640034924261272, "lr": 0.002, "mask_rcnn/accuracy": 0.910702237741621, "mask_rcnn/false_negative": 0.08188945006046397, "mask_rcnn/false_positive": 0.09722002603379333, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.571173476993863, "total_loss": 1.0233903880871367} {"data_time": 0.012233438501425553, "eta_seconds": 31414.417232179105, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.23449685534591197, "fast_rcnn/fg_cls_accuracy": 0.753843466107617, "iteration": 214839, "loss_box_reg": 0.1958270336035639, "loss_cls": 0.17306732386350632, "loss_mask": 0.23268084274604917, "loss_rpn_cls": 0.02707925443246495, "loss_rpn_loc": 0.05187833952368237, "loss_sem_seg": 0.22917916113510728, "lr": 0.002, "mask_rcnn/accuracy": 0.9081447259136213, "mask_rcnn/false_negative": 0.08353784735783537, "mask_rcnn/false_positive": 0.08896222198008996, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5590380365028977, "total_loss": 0.9234678152133711} {"data_time": 0.011878573001013137, "eta_seconds": 31398.48477163673, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.2918546800879324, "fast_rcnn/fg_cls_accuracy": 0.6906402526557565, "iteration": 214859, "loss_box_reg": 0.22109538037329912, "loss_cls": 0.18969036731868982, "loss_mask": 0.22867359034717083, "loss_rpn_cls": 0.03098517412581714, "loss_rpn_loc": 0.05548016630928032, "loss_sem_seg": 0.22081246320158243, "lr": 0.002, "mask_rcnn/accuracy": 0.8978670448118808, "mask_rcnn/false_negative": 0.09071315798554144, "mask_rcnn/false_positive": 0.1067576101972213, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5667528795020189, "total_loss": 0.983750365110609} {"data_time": 0.012781569494109135, "eta_seconds": 31421.124101271016, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.2184322033898305, "fast_rcnn/fg_cls_accuracy": 0.7366352201257862, "iteration": 214879, "loss_box_reg": 0.20954762492328882, "loss_cls": 0.16916718846186996, "loss_mask": 0.2264189375564456, "loss_rpn_cls": 0.03015760236303322, "loss_rpn_loc": 0.05987675016513094, "loss_sem_seg": 0.23830615961924195, "lr": 0.002, "mask_rcnn/accuracy": 0.9014391603732046, "mask_rcnn/false_negative": 0.09003777329611871, "mask_rcnn/false_positive": 0.08456682080234576, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5772735884966096, "total_loss": 0.9619349090062315} {"data_time": 0.012441251499694772, "eta_seconds": 31415.625050155126, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.2520758483033932, "fast_rcnn/fg_cls_accuracy": 0.7059229747675964, "iteration": 214899, "loss_box_reg": 0.2055014306679368, "loss_cls": 0.16474032204132527, "loss_mask": 0.22350618289783597, "loss_rpn_cls": 0.02864320574371959, "loss_rpn_loc": 0.061375091958325356, "loss_sem_seg": 0.2342022256925702, "lr": 0.002, "mask_rcnn/accuracy": 0.8955447652810098, "mask_rcnn/false_negative": 0.07907189357927494, "mask_rcnn/false_positive": 0.11956079202653816, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5740029459993821, "total_loss": 0.9122054232720984} {"data_time": 0.012871317499957513, "eta_seconds": 31413.988730957273, "fast_rcnn/cls_accuracy": 0.9560546875, "fast_rcnn/false_negative": 0.22064777327935223, "fast_rcnn/fg_cls_accuracy": 0.7646805249544975, "iteration": 214919, "loss_box_reg": 0.23610609862953424, "loss_cls": 0.18958667176775634, "loss_mask": 0.2436374817043543, "loss_rpn_cls": 0.025315649960248265, "loss_rpn_loc": 0.059568405558820814, "loss_sem_seg": 0.23943184642121196, "lr": 0.002, "mask_rcnn/accuracy": 0.8967447698625, "mask_rcnn/false_negative": 0.08196852593710571, "mask_rcnn/false_positive": 0.09709186251184282, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 234.25, "rpn/num_pos_anchors": 21.75, "time": 0.5705080854968401, "total_loss": 1.0052830867498415} {"data_time": 0.01158718749502441, "eta_seconds": 31400.54183794713, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.27040918163672656, "fast_rcnn/fg_cls_accuracy": 0.7074028122415219, "iteration": 214939, "loss_box_reg": 0.21257556439377367, "loss_cls": 0.17705522011965513, "loss_mask": 0.22991770040243864, "loss_rpn_cls": 0.030352665606187657, "loss_rpn_loc": 0.06745377724291757, "loss_sem_seg": 0.2283319174312055, "lr": 0.002, "mask_rcnn/accuracy": 0.8872875171703296, "mask_rcnn/false_negative": 0.10370940722552852, "mask_rcnn/false_positive": 0.11482881381412216, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 205.75, "rpn/num_pos_anchors": 50.25, "time": 0.560824987005617, "total_loss": 0.9861496168487065} {"data_time": 0.011978106500464492, "eta_seconds": 31375.520974910796, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.2946912242686891, "fast_rcnn/fg_cls_accuracy": 0.6889563316264886, "iteration": 214959, "loss_box_reg": 0.20459279511123896, "loss_cls": 0.17422234383411705, "loss_mask": 0.21942649642005563, "loss_rpn_cls": 0.03028566125794896, "loss_rpn_loc": 0.05455921243992634, "loss_sem_seg": 0.21899493783712387, "lr": 0.002, "mask_rcnn/accuracy": 0.9002410090534332, "mask_rcnn/false_negative": 0.08125474681694811, "mask_rcnn/false_positive": 0.1064329052011472, "roi_head/num_bg_samples": 427.25, "roi_head/num_fg_samples": 84.75, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5649733409954933, "total_loss": 0.9657879534352105} {"data_time": 0.012275998502445873, "eta_seconds": 31349.004741451565, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.23082386363636365, "fast_rcnn/fg_cls_accuracy": 0.7590545177277925, "iteration": 214979, "loss_box_reg": 0.21333101601339877, "loss_cls": 0.17032663652207702, "loss_mask": 0.22421101853251457, "loss_rpn_cls": 0.03063233135617338, "loss_rpn_loc": 0.07109216542448848, "loss_sem_seg": 0.22929265233688056, "lr": 0.002, "mask_rcnn/accuracy": 0.8980232613985655, "mask_rcnn/false_negative": 0.08922540005464051, "mask_rcnn/false_positive": 0.11737327163997915, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.5641549334904994, "total_loss": 0.9732619701971998} {"data_time": 0.013951012493635062, "eta_seconds": 31318.765726497375, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.3071861650819898, "fast_rcnn/fg_cls_accuracy": 0.6384032114183764, "iteration": 214999, "loss_box_reg": 0.21784217562526464, "loss_cls": 0.18116776691749692, "loss_mask": 0.24184521567076445, "loss_rpn_cls": 0.027001733164070174, "loss_rpn_loc": 0.0692732190946117, "loss_sem_seg": 0.2392538192216307, "lr": 0.002, "mask_rcnn/accuracy": 0.8932319223985891, "mask_rcnn/false_negative": 0.1002009195036232, "mask_rcnn/false_positive": 0.11896305733877946, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5604370200017001, "total_loss": 0.9963134861172875} {"data_time": 0.012101962500310037, "eta_seconds": 31292.917536407156, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.2999465811965812, "fast_rcnn/fg_cls_accuracy": 0.6823830409356726, "iteration": 215019, "loss_box_reg": 0.19570753956213593, "loss_cls": 0.16201136691961437, "loss_mask": 0.2233715057373047, "loss_rpn_cls": 0.027298792148940265, "loss_rpn_loc": 0.057961284881457686, "loss_sem_seg": 0.2350634520407766, "lr": 0.002, "mask_rcnn/accuracy": 0.9022161989795918, "mask_rcnn/false_negative": 0.09299676005770674, "mask_rcnn/false_positive": 0.11052022336129774, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5587855604971992, "total_loss": 0.9061663871580095} {"data_time": 0.012190230489068199, "eta_seconds": 31281.53436129706, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.29212204007285975, "fast_rcnn/fg_cls_accuracy": 0.6765991825872065, "iteration": 215039, "loss_box_reg": 0.20897779031656682, "loss_cls": 0.17520243756007403, "loss_mask": 0.23527534492313862, "loss_rpn_cls": 0.026749414988444187, "loss_rpn_loc": 0.06470688755507581, "loss_sem_seg": 0.21722988248802722, "lr": 0.002, "mask_rcnn/accuracy": 0.9040888227236153, "mask_rcnn/false_negative": 0.08244459755640235, "mask_rcnn/false_positive": 0.10156701862951473, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5563269984995713, "total_loss": 0.9414186299009089} {"data_time": 0.01186125000094762, "eta_seconds": 31270.151186186966, "fast_rcnn/cls_accuracy": 0.9580078125, "fast_rcnn/false_negative": 0.22157622739018087, "fast_rcnn/fg_cls_accuracy": 0.7381503527336861, "iteration": 215059, "loss_box_reg": 0.20505988248623908, "loss_cls": 0.1661853187251836, "loss_mask": 0.22246339544653893, "loss_rpn_cls": 0.02966884237685008, "loss_rpn_loc": 0.051608322479296476, "loss_sem_seg": 0.2093095425516367, "lr": 0.002, "mask_rcnn/accuracy": 0.9206593351626364, "mask_rcnn/false_negative": 0.06399067885118445, "mask_rcnn/false_positive": 0.08952457152024601, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.56849146100285, "total_loss": 0.8930846648727311} {"data_time": 0.011782742498326115, "eta_seconds": 31258.76801107687, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.32592105263157894, "fast_rcnn/fg_cls_accuracy": 0.6574315514993481, "iteration": 215079, "loss_box_reg": 0.21835204074159265, "loss_cls": 0.18003524094820023, "loss_mask": 0.2332145948894322, "loss_rpn_cls": 0.02707912268670043, "loss_rpn_loc": 0.06279114342760295, "loss_sem_seg": 0.24348609521985054, "lr": 0.002, "mask_rcnn/accuracy": 0.8799847525216984, "mask_rcnn/false_negative": 0.09459615166167284, "mask_rcnn/false_positive": 0.14019971682546395, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5752871884978958, "total_loss": 0.9809246299337246} {"data_time": 0.012734449002891779, "eta_seconds": 31247.384835966775, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.23509157509157508, "fast_rcnn/fg_cls_accuracy": 0.7519230769230769, "iteration": 215099, "loss_box_reg": 0.21425494831055403, "loss_cls": 0.17339212517254055, "loss_mask": 0.2353859506547451, "loss_rpn_cls": 0.03270768226138898, "loss_rpn_loc": 0.06556238699704409, "loss_sem_seg": 0.2226246881764382, "lr": 0.002, "mask_rcnn/accuracy": 0.8862185619440084, "mask_rcnn/false_negative": 0.08647374688080595, "mask_rcnn/false_positive": 0.12749196728478546, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5912627709913068, "total_loss": 0.9334992171498016} {"data_time": 0.013155931999790482, "eta_seconds": 31250.43511637793, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3506991582948683, "fast_rcnn/fg_cls_accuracy": 0.6296158023350529, "iteration": 215119, "loss_box_reg": 0.22031588363461196, "loss_cls": 0.17429327545687556, "loss_mask": 0.23341671098023653, "loss_rpn_cls": 0.02756924722052645, "loss_rpn_loc": 0.06758824491407722, "loss_sem_seg": 0.22809119103476405, "lr": 0.002, "mask_rcnn/accuracy": 0.9070222307227571, "mask_rcnn/false_negative": 0.0945511938904326, "mask_rcnn/false_positive": 0.10480846597893692, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.5699037665035576, "total_loss": 0.9362030446973222} {"data_time": 0.01288338350423146, "eta_seconds": 31239.04668135802, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.2556070435588508, "fast_rcnn/fg_cls_accuracy": 0.6926494204720011, "iteration": 215139, "loss_box_reg": 0.2212741165421903, "loss_cls": 0.17621070868335664, "loss_mask": 0.23911785753443837, "loss_rpn_cls": 0.02968332017917419, "loss_rpn_loc": 0.06376887645456009, "loss_sem_seg": 0.21441937843337655, "lr": 0.002, "mask_rcnn/accuracy": 0.9056122448979592, "mask_rcnn/false_negative": 0.08536495894136593, "mask_rcnn/false_positive": 0.10322848927932796, "roi_head/num_bg_samples": 455.5, "roi_head/num_fg_samples": 56.5, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5673872710030992, "total_loss": 0.9372173400406609} {"data_time": 0.011757164989830926, "eta_seconds": 31208.810985258016, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.22734958022388058, "fast_rcnn/fg_cls_accuracy": 0.7434186167061612, "iteration": 215159, "loss_box_reg": 0.2055683007929474, "loss_cls": 0.16589929908514023, "loss_mask": 0.227854466997087, "loss_rpn_cls": 0.024952865031082183, "loss_rpn_loc": 0.06365150029887445, "loss_sem_seg": 0.22965688607655466, "lr": 0.002, "mask_rcnn/accuracy": 0.9123033861915264, "mask_rcnn/false_negative": 0.08509663735167625, "mask_rcnn/false_positive": 0.10347777712303785, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5602334774957853, "total_loss": 0.9319356341147795} {"data_time": 0.011736278502212372, "eta_seconds": 31207.05508651729, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.286873840445269, "fast_rcnn/fg_cls_accuracy": 0.6821045650491876, "iteration": 215179, "loss_box_reg": 0.21246702212374657, "loss_cls": 0.18401110114064068, "loss_mask": 0.22692683478817344, "loss_rpn_cls": 0.030422105090110563, "loss_rpn_loc": 0.0611779534665402, "loss_sem_seg": 0.2225074041634798, "lr": 0.002, "mask_rcnn/accuracy": 0.8916693603090136, "mask_rcnn/false_negative": 0.11026344286418815, "mask_rcnn/false_positive": 0.11072265236963905, "roi_head/num_bg_samples": 428.25, "roi_head/num_fg_samples": 83.75, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5773912029981147, "total_loss": 0.9424711550745997} {"data_time": 0.01287940200563753, "eta_seconds": 31200.990834129334, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.32955857536193267, "fast_rcnn/fg_cls_accuracy": 0.6577999211844846, "iteration": 215199, "loss_box_reg": 0.2376446439884603, "loss_cls": 0.1902244994416833, "loss_mask": 0.2466091001406312, "loss_rpn_cls": 0.031761797989020124, "loss_rpn_loc": 0.06458051642403007, "loss_sem_seg": 0.23898233426734805, "lr": 0.002, "mask_rcnn/accuracy": 0.8814675380045418, "mask_rcnn/false_negative": 0.10505863604751955, "mask_rcnn/false_positive": 0.11305195781589925, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5875063749990659, "total_loss": 1.0354374018788803} {"data_time": 0.012257066999154631, "eta_seconds": 31193.49294127839, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.2398561890087314, "fast_rcnn/fg_cls_accuracy": 0.7381864623243933, "iteration": 215219, "loss_box_reg": 0.21897341730073094, "loss_cls": 0.17155630700290203, "loss_mask": 0.23846930032595992, "loss_rpn_cls": 0.027824689095723443, "loss_rpn_loc": 0.05478653049794957, "loss_sem_seg": 0.22612475138157606, "lr": 0.002, "mask_rcnn/accuracy": 0.9029794298671849, "mask_rcnn/false_negative": 0.09988240033441828, "mask_rcnn/false_positive": 0.08869998417723168, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5758463095044135, "total_loss": 0.9698053840911598} {"data_time": 0.01204885099286912, "eta_seconds": 31178.2168038495, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.2327727579664941, "fast_rcnn/fg_cls_accuracy": 0.7327500155967309, "iteration": 215239, "loss_box_reg": 0.2142906696535647, "loss_cls": 0.17028872831724584, "loss_mask": 0.23064727243036032, "loss_rpn_cls": 0.03171455767005682, "loss_rpn_loc": 0.06391316693043336, "loss_sem_seg": 0.24720611236989498, "lr": 0.002, "mask_rcnn/accuracy": 0.9111312567017253, "mask_rcnn/false_negative": 0.07967099314147658, "mask_rcnn/false_positive": 0.13136244280795492, "roi_head/num_bg_samples": 432.5, "roi_head/num_fg_samples": 79.5, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5681566920029582, "total_loss": 0.9794620329994359} {"data_time": 0.012542701995698735, "eta_seconds": 31170.716071238574, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.2739736519607843, "fast_rcnn/fg_cls_accuracy": 0.7260263480392157, "iteration": 215259, "loss_box_reg": 0.21289027482271194, "loss_cls": 0.16588255239184946, "loss_mask": 0.22867306414991617, "loss_rpn_cls": 0.028415679816589545, "loss_rpn_loc": 0.05857714329613373, "loss_sem_seg": 0.20240484550595284, "lr": 0.002, "mask_rcnn/accuracy": 0.9019714809000523, "mask_rcnn/false_negative": 0.08196390065041553, "mask_rcnn/false_positive": 0.11423970316449136, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5709582124982262, "total_loss": 0.8914069226302672} {"data_time": 0.013295921504322905, "eta_seconds": 31147.118834270637, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.281617118197075, "fast_rcnn/fg_cls_accuracy": 0.6743415314843886, "iteration": 215279, "loss_box_reg": 0.22165682492777705, "loss_cls": 0.18319186987355351, "loss_mask": 0.23495960514992476, "loss_rpn_cls": 0.030204191265511326, "loss_rpn_loc": 0.062479137908667326, "loss_sem_seg": 0.23278858186677098, "lr": 0.002, "mask_rcnn/accuracy": 0.9002737404485603, "mask_rcnn/false_negative": 0.1045751771315668, "mask_rcnn/false_positive": 0.09968149794349271, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5578390049995505, "total_loss": 0.9684112717077369} {"data_time": 0.012004833995888475, "eta_seconds": 31121.32295298585, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.2203548085901027, "fast_rcnn/fg_cls_accuracy": 0.769642122583299, "iteration": 215299, "loss_box_reg": 0.19960847264155746, "loss_cls": 0.1596884448081255, "loss_mask": 0.23102719709277153, "loss_rpn_cls": 0.028650464708334766, "loss_rpn_loc": 0.05935324542224407, "loss_sem_seg": 0.2264246018603444, "lr": 0.002, "mask_rcnn/accuracy": 0.8959242563304392, "mask_rcnn/false_negative": 0.09528123704642358, "mask_rcnn/false_positive": 0.11623498558164677, "roi_head/num_bg_samples": 429.0, "roi_head/num_fg_samples": 83.0, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.5660637869950733, "total_loss": 0.8888226544368081} {"data_time": 0.011841852501675021, "eta_seconds": 31109.944249505847, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.2589285714285714, "fast_rcnn/fg_cls_accuracy": 0.7101190476190475, "iteration": 215319, "loss_box_reg": 0.20537029579281807, "loss_cls": 0.16111924755387008, "loss_mask": 0.2270566956140101, "loss_rpn_cls": 0.024342473181604873, "loss_rpn_loc": 0.0625757400484872, "loss_sem_seg": 0.2134265280328691, "lr": 0.002, "mask_rcnn/accuracy": 0.8960176284348009, "mask_rcnn/false_negative": 0.09137947874110115, "mask_rcnn/false_positive": 0.11673067124953822, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5700224329993944, "total_loss": 0.9026292752823792} {"data_time": 0.011872888499055989, "eta_seconds": 31089.989508273742, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.24961079398028022, "fast_rcnn/fg_cls_accuracy": 0.7294887901043681, "iteration": 215339, "loss_box_reg": 0.21986885624937713, "loss_cls": 0.16988518473226577, "loss_mask": 0.2347493004053831, "loss_rpn_cls": 0.024753634235821664, "loss_rpn_loc": 0.06883708910027053, "loss_sem_seg": 0.23172669627820142, "lr": 0.002, "mask_rcnn/accuracy": 0.8978970186559472, "mask_rcnn/false_negative": 0.08280344770427044, "mask_rcnn/false_positive": 0.10317047676751454, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5632592659967486, "total_loss": 0.9748569965231582} {"data_time": 0.011648926993075293, "eta_seconds": 31069.7038535416, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.26252236135957063, "fast_rcnn/fg_cls_accuracy": 0.7150955980435749, "iteration": 215359, "loss_box_reg": 0.20727749401703477, "loss_cls": 0.1730655140709132, "loss_mask": 0.23140154220163822, "loss_rpn_cls": 0.032941092213150114, "loss_rpn_loc": 0.05619524096255191, "loss_sem_seg": 0.22762564080767334, "lr": 0.002, "mask_rcnn/accuracy": 0.9081054272076671, "mask_rcnn/false_negative": 0.09478974843599394, "mask_rcnn/false_positive": 0.09290999355022123, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.5672205940063577, "total_loss": 0.9365090591018088} {"data_time": 0.012239809497259557, "eta_seconds": 31082.70862858001, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.248425304669314, "fast_rcnn/fg_cls_accuracy": 0.7237261966031909, "iteration": 215379, "loss_box_reg": 0.21401111490558833, "loss_cls": 0.17230080568697304, "loss_mask": 0.22646659053862095, "loss_rpn_cls": 0.02728107915027067, "loss_rpn_loc": 0.06553782495029736, "loss_sem_seg": 0.225900256074965, "lr": 0.002, "mask_rcnn/accuracy": 0.9060087681127889, "mask_rcnn/false_negative": 0.09152935499036757, "mask_rcnn/false_positive": 0.11035442579250068, "roi_head/num_bg_samples": 459.5, "roi_head/num_fg_samples": 52.5, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5748606144989026, "total_loss": 0.9570749142185377} {"data_time": 0.011455104999186005, "eta_seconds": 31046.959245021593, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.24031499392209715, "fast_rcnn/fg_cls_accuracy": 0.7299484135396792, "iteration": 215399, "loss_box_reg": 0.19706242647953331, "loss_cls": 0.15993006352800876, "loss_mask": 0.22262653335928917, "loss_rpn_cls": 0.02379234944601194, "loss_rpn_loc": 0.05391894868807867, "loss_sem_seg": 0.22253982606343925, "lr": 0.002, "mask_rcnn/accuracy": 0.9082805490963941, "mask_rcnn/false_negative": 0.08749701788445301, "mask_rcnn/false_positive": 0.090249354131049, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5661401789984666, "total_loss": 0.8872674765079864} {"data_time": 0.012482676502258983, "eta_seconds": 31053.050732105825, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.2304322183840256, "fast_rcnn/fg_cls_accuracy": 0.708009523381699, "iteration": 215419, "loss_box_reg": 0.21446049259975553, "loss_cls": 0.17510674259392545, "loss_mask": 0.23170385230332613, "loss_rpn_cls": 0.03265300169005059, "loss_rpn_loc": 0.0726266925339587, "loss_sem_seg": 0.22959794150665402, "lr": 0.002, "mask_rcnn/accuracy": 0.9039475863643576, "mask_rcnn/false_negative": 0.09552833935422853, "mask_rcnn/false_positive": 0.1094637146711186, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.572148452505644, "total_loss": 0.9405839878309052} {"data_time": 0.01278417600406101, "eta_seconds": 31038.180752265587, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.27027972027972025, "fast_rcnn/fg_cls_accuracy": 0.7122377622377623, "iteration": 215439, "loss_box_reg": 0.19669509888626635, "loss_cls": 0.161516206106171, "loss_mask": 0.22946409601718187, "loss_rpn_cls": 0.022943576652323827, "loss_rpn_loc": 0.06062128028133884, "loss_sem_seg": 0.2333809365518391, "lr": 0.002, "mask_rcnn/accuracy": 0.9007125359670269, "mask_rcnn/false_negative": 0.09584553594299218, "mask_rcnn/false_positive": 0.11046290970059394, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5484652334998827, "total_loss": 0.8955716780619696} {"data_time": 0.012569922997499816, "eta_seconds": 31005.013108112944, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.22230392156862744, "fast_rcnn/fg_cls_accuracy": 0.7486764705882353, "iteration": 215459, "loss_box_reg": 0.19846435822546482, "loss_cls": 0.16913578216917813, "loss_mask": 0.22081093257293105, "loss_rpn_cls": 0.03066116396803409, "loss_rpn_loc": 0.06769421976059675, "loss_sem_seg": 0.2248610332608223, "lr": 0.002, "mask_rcnn/accuracy": 0.9044218086170639, "mask_rcnn/false_negative": 0.08459955422016993, "mask_rcnn/false_positive": 0.0944841916167101, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5709584430005634, "total_loss": 0.9034509401935793} {"data_time": 0.012233314497279935, "eta_seconds": 30976.94590986211, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.27374169040835705, "fast_rcnn/fg_cls_accuracy": 0.6904063450673621, "iteration": 215479, "loss_box_reg": 0.19714973855298012, "loss_cls": 0.16875518998131156, "loss_mask": 0.23818331211805344, "loss_rpn_cls": 0.0288708416337613, "loss_rpn_loc": 0.06404551747255027, "loss_sem_seg": 0.23175220610573888, "lr": 0.002, "mask_rcnn/accuracy": 0.8984846276172807, "mask_rcnn/false_negative": 0.08532104025941431, "mask_rcnn/false_positive": 0.11591885956286288, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5569111934964894, "total_loss": 0.9388786423296551} {"data_time": 0.011936117502045818, "eta_seconds": 30965.58260181205, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.29835164835164835, "fast_rcnn/fg_cls_accuracy": 0.6765453296703297, "iteration": 215499, "loss_box_reg": 0.20823422609828413, "loss_cls": 0.1689415939617902, "loss_mask": 0.23208349011838436, "loss_rpn_cls": 0.029974428747664206, "loss_rpn_loc": 0.062492354423739016, "loss_sem_seg": 0.25340599240735173, "lr": 0.002, "mask_rcnn/accuracy": 0.887603707239673, "mask_rcnn/false_negative": 0.09577753564370811, "mask_rcnn/false_positive": 0.13618092661454442, "roi_head/num_bg_samples": 431.75, "roi_head/num_fg_samples": 80.25, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.5659105669983546, "total_loss": 0.9660989695648823} {"data_time": 0.012449692498194054, "eta_seconds": 30952.037956060587, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.2172537899443778, "fast_rcnn/fg_cls_accuracy": 0.7509543025411713, "iteration": 215519, "loss_box_reg": 0.22801805939525366, "loss_cls": 0.1829912702087313, "loss_mask": 0.23305593896657228, "loss_rpn_cls": 0.03405460790236248, "loss_rpn_loc": 0.07726871702470817, "loss_sem_seg": 0.23443187261000276, "lr": 0.002, "mask_rcnn/accuracy": 0.8977040275905175, "mask_rcnn/false_negative": 0.07829271415494755, "mask_rcnn/false_positive": 0.128286890012776, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5641311845029122, "total_loss": 0.9645165474212263} {"data_time": 0.01294283249444561, "eta_seconds": 30942.570719088355, "fast_rcnn/cls_accuracy": 0.95654296875, "fast_rcnn/false_negative": 0.21025219298245612, "fast_rcnn/fg_cls_accuracy": 0.7892326971274339, "iteration": 215539, "loss_box_reg": 0.22253974713385105, "loss_cls": 0.17624682374298573, "loss_mask": 0.23552411422133446, "loss_rpn_cls": 0.03003215841454221, "loss_rpn_loc": 0.06867495633196086, "loss_sem_seg": 0.21773810731247067, "lr": 0.002, "mask_rcnn/accuracy": 0.9095479495355403, "mask_rcnn/false_negative": 0.08059712647000156, "mask_rcnn/false_positive": 0.08868263263296475, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5624488124958589, "total_loss": 0.9802265581383836} {"data_time": 0.01312949650309747, "eta_seconds": 30932.593501760297, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.29753649635036494, "fast_rcnn/fg_cls_accuracy": 0.6886363636363637, "iteration": 215559, "loss_box_reg": 0.2244410403072834, "loss_cls": 0.1812694746768102, "loss_mask": 0.23128944262862206, "loss_rpn_cls": 0.030365475966391386, "loss_rpn_loc": 0.07719736825674772, "loss_sem_seg": 0.24281593831256032, "lr": 0.002, "mask_rcnn/accuracy": 0.9040345602526725, "mask_rcnn/false_negative": 0.09451544098445233, "mask_rcnn/false_positive": 0.10795697513803536, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.5742929935004213, "total_loss": 0.9997761042468483} {"data_time": 0.011958778501139022, "eta_seconds": 30921.22978930029, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.24284330606973742, "fast_rcnn/fg_cls_accuracy": 0.7394689468946894, "iteration": 215579, "loss_box_reg": 0.21318954857997596, "loss_cls": 0.1640219508553855, "loss_mask": 0.21804707683622837, "loss_rpn_cls": 0.026969202648615465, "loss_rpn_loc": 0.06013872745097615, "loss_sem_seg": 0.24664913350716233, "lr": 0.002, "mask_rcnn/accuracy": 0.9139924277051346, "mask_rcnn/false_negative": 0.07908106450512536, "mask_rcnn/false_positive": 0.09169393335095971, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5815223300014623, "total_loss": 0.9293311892106431} {"data_time": 0.012069159995007794, "eta_seconds": 30925.427074942745, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.34108527131782945, "fast_rcnn/fg_cls_accuracy": 0.651937984496124, "iteration": 215599, "loss_box_reg": 0.2307264552800916, "loss_cls": 0.17460049060173333, "loss_mask": 0.22182783298194408, "loss_rpn_cls": 0.030738501151063247, "loss_rpn_loc": 0.07472802375559695, "loss_sem_seg": 0.2230548756197095, "lr": 0.002, "mask_rcnn/accuracy": 0.899063360463233, "mask_rcnn/false_negative": 0.0852700055094838, "mask_rcnn/false_positive": 0.12555762405398307, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5820888184971409, "total_loss": 0.9532454601139762} {"data_time": 0.012956041005963925, "eta_seconds": 30914.057641632717, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.2185608223872073, "fast_rcnn/fg_cls_accuracy": 0.7814391776127927, "iteration": 215619, "loss_box_reg": 0.21514060301706195, "loss_cls": 0.18770801788195968, "loss_mask": 0.22844135807827115, "loss_rpn_cls": 0.03056937896872114, "loss_rpn_loc": 0.06621984217781574, "loss_sem_seg": 0.23718549706973135, "lr": 0.002, "mask_rcnn/accuracy": 0.8876559914506343, "mask_rcnn/false_negative": 0.10549518447038418, "mask_rcnn/false_positive": 0.10824537450426759, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.5689400720002595, "total_loss": 0.9895584348123521} {"data_time": 0.012095191508706193, "eta_seconds": 30895.59211362637, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.2567652392244385, "fast_rcnn/fg_cls_accuracy": 0.7432347607755614, "iteration": 215639, "loss_box_reg": 0.21436313027516007, "loss_cls": 0.18010120885446668, "loss_mask": 0.22708615753799677, "loss_rpn_cls": 0.02785387299991271, "loss_rpn_loc": 0.05572473880602047, "loss_sem_seg": 0.2154244421981275, "lr": 0.002, "mask_rcnn/accuracy": 0.9133972547997067, "mask_rcnn/false_negative": 0.08678781645974085, "mask_rcnn/false_positive": 0.08568698873563622, "roi_head/num_bg_samples": 426.5, "roi_head/num_fg_samples": 85.5, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5735889505012892, "total_loss": 0.923728815978393} {"data_time": 0.01258258650341304, "eta_seconds": 30877.208346471074, "fast_rcnn/cls_accuracy": 0.96337890625, "fast_rcnn/false_negative": 0.21992558908639934, "fast_rcnn/fg_cls_accuracy": 0.7655022736668045, "iteration": 215659, "loss_box_reg": 0.18515930837020278, "loss_cls": 0.1564586937893182, "loss_mask": 0.21903721010312438, "loss_rpn_cls": 0.025766246508283075, "loss_rpn_loc": 0.0462016911333194, "loss_sem_seg": 0.23940810817293823, "lr": 0.002, "mask_rcnn/accuracy": 0.9222884598754756, "mask_rcnn/false_negative": 0.07697108475649586, "mask_rcnn/false_positive": 0.08475981200522015, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 236.75, "rpn/num_pos_anchors": 19.25, "time": 0.5589662260026671, "total_loss": 0.8896680206235033} {"data_time": 0.0124286040008883, "eta_seconds": 30879.94934170263, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.28865955365046825, "fast_rcnn/fg_cls_accuracy": 0.6905297552091703, "iteration": 215679, "loss_box_reg": 0.22348866751417518, "loss_cls": 0.1735631253104657, "loss_mask": 0.23840873502194881, "loss_rpn_cls": 0.02915476882662915, "loss_rpn_loc": 0.06926406628917903, "loss_sem_seg": 0.22054508375003934, "lr": 0.002, "mask_rcnn/accuracy": 0.8886095165156027, "mask_rcnn/false_negative": 0.09647455608887351, "mask_rcnn/false_positive": 0.13804821342176762, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5723149714976898, "total_loss": 0.9658420474734157} {"data_time": 0.011866532498970628, "eta_seconds": 30880.77629309072, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.29757834757834756, "fast_rcnn/fg_cls_accuracy": 0.6577447003902962, "iteration": 215699, "loss_box_reg": 0.19859596074093133, "loss_cls": 0.15575286839157343, "loss_mask": 0.2289259470999241, "loss_rpn_cls": 0.02553990637898096, "loss_rpn_loc": 0.06385998618497979, "loss_sem_seg": 0.21955991489812732, "lr": 0.002, "mask_rcnn/accuracy": 0.8882245518439549, "mask_rcnn/false_negative": 0.09371071328905353, "mask_rcnn/false_positive": 0.11972121863783677, "roi_head/num_bg_samples": 431.0, "roi_head/num_fg_samples": 81.0, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.5730932889928226, "total_loss": 0.9033842610042484} {"data_time": 0.01325996650120942, "eta_seconds": 30866.329954733206, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.26596598202824134, "fast_rcnn/fg_cls_accuracy": 0.6847976718403548, "iteration": 215719, "loss_box_reg": 0.20726725459098816, "loss_cls": 0.15306610253173858, "loss_mask": 0.21928274631500244, "loss_rpn_cls": 0.028674315370153636, "loss_rpn_loc": 0.055594757897779346, "loss_sem_seg": 0.24064136273227632, "lr": 0.002, "mask_rcnn/accuracy": 0.9061381236359459, "mask_rcnn/false_negative": 0.07651988574078436, "mask_rcnn/false_positive": 0.10595050046607615, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5632034655063762, "total_loss": 0.8870672955818009} {"data_time": 0.011493189507746138, "eta_seconds": 30861.502773550535, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.33433690157597384, "fast_rcnn/fg_cls_accuracy": 0.633761019464083, "iteration": 215739, "loss_box_reg": 0.21022145124152303, "loss_cls": 0.1702243839390576, "loss_mask": 0.22695968160405755, "loss_rpn_cls": 0.023508754557042266, "loss_rpn_loc": 0.05622406836482696, "loss_sem_seg": 0.24717174749821424, "lr": 0.002, "mask_rcnn/accuracy": 0.8832740238311507, "mask_rcnn/false_negative": 0.09401431111221165, "mask_rcnn/false_positive": 0.13040155510399137, "roi_head/num_bg_samples": 428.5, "roi_head/num_fg_samples": 83.5, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.5911808270029724, "total_loss": 0.934266521850077} {"data_time": 0.012368082992907148, "eta_seconds": 30839.18761951386, "fast_rcnn/cls_accuracy": 0.966796875, "fast_rcnn/false_negative": 0.27848101265822783, "fast_rcnn/fg_cls_accuracy": 0.7215189873417721, "iteration": 215759, "loss_box_reg": 0.19019096135161817, "loss_cls": 0.16990646137855947, "loss_mask": 0.22361727058887482, "loss_rpn_cls": 0.028806199399696197, "loss_rpn_loc": 0.060284853767370805, "loss_sem_seg": 0.2456575995311141, "lr": 0.002, "mask_rcnn/accuracy": 0.9131857528167517, "mask_rcnn/false_negative": 0.06830959659976765, "mask_rcnn/false_positive": 0.09258804824388603, "roi_head/num_bg_samples": 461.75, "roi_head/num_fg_samples": 50.25, "rpn/num_neg_anchors": 236.5, "rpn/num_pos_anchors": 19.5, "time": 0.5725121995055815, "total_loss": 0.9295610762492288} {"data_time": 0.012223376499605365, "eta_seconds": 30807.592664700227, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.32507098457524364, "fast_rcnn/fg_cls_accuracy": 0.659894794122982, "iteration": 215779, "loss_box_reg": 0.20714209717698395, "loss_cls": 0.17920766572933644, "loss_mask": 0.23569241538643837, "loss_rpn_cls": 0.0353922746508033, "loss_rpn_loc": 0.06385702209081501, "loss_sem_seg": 0.22386194067075849, "lr": 0.002, "mask_rcnn/accuracy": 0.895601398739089, "mask_rcnn/false_negative": 0.0859829933899981, "mask_rcnn/false_positive": 0.11819062048372517, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5550432500021998, "total_loss": 0.960079271462746} {"data_time": 0.012765296509314794, "eta_seconds": 30811.73274184246, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.29864864864864865, "fast_rcnn/fg_cls_accuracy": 0.6269774262353359, "iteration": 215799, "loss_box_reg": 0.21260821353644133, "loss_cls": 0.17013810493517667, "loss_mask": 0.22078047785907984, "loss_rpn_cls": 0.02776684920718253, "loss_rpn_loc": 0.07204175792867318, "loss_sem_seg": 0.22370723739732057, "lr": 0.002, "mask_rcnn/accuracy": 0.9143289905247813, "mask_rcnn/false_negative": 0.06846671034398533, "mask_rcnn/false_positive": 0.10935837806049181, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5783135010060505, "total_loss": 0.9451810973423562} {"data_time": 0.01460663000761997, "eta_seconds": 30783.48587302705, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.2750336021505376, "fast_rcnn/fg_cls_accuracy": 0.6894623655913978, "iteration": 215819, "loss_box_reg": 0.18925933353602886, "loss_cls": 0.15584517701063305, "loss_mask": 0.23005422111600637, "loss_rpn_cls": 0.031178130324406084, "loss_rpn_loc": 0.05920802379841916, "loss_sem_seg": 0.2437903976533562, "lr": 0.002, "mask_rcnn/accuracy": 0.8956905634363572, "mask_rcnn/false_negative": 0.09408704747319632, "mask_rcnn/false_positive": 0.096627484596508, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5528741245070705, "total_loss": 0.9145630480488762} {"data_time": 0.012337062500591855, "eta_seconds": 30773.501527320208, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.289817388803681, "fast_rcnn/fg_cls_accuracy": 0.6582989838957055, "iteration": 215839, "loss_box_reg": 0.20786468777805567, "loss_cls": 0.17435148579534143, "loss_mask": 0.22607189184054732, "loss_rpn_cls": 0.031913402446662076, "loss_rpn_loc": 0.06424063228769228, "loss_sem_seg": 0.24923983495682478, "lr": 0.002, "mask_rcnn/accuracy": 0.8952920565722376, "mask_rcnn/false_negative": 0.09427597346353951, "mask_rcnn/false_positive": 0.117562109221614, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5679325425007846, "total_loss": 0.9655507695279084} {"data_time": 0.012593757492140867, "eta_seconds": 30771.241948990122, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.25764705882352945, "fast_rcnn/fg_cls_accuracy": 0.7128310502283105, "iteration": 215859, "loss_box_reg": 0.21674366714432836, "loss_cls": 0.1907338621094823, "loss_mask": 0.22468686918728054, "loss_rpn_cls": 0.029771822762995725, "loss_rpn_loc": 0.0746874165488407, "loss_sem_seg": 0.2463368612807244, "lr": 0.002, "mask_rcnn/accuracy": 0.8991611456853803, "mask_rcnn/false_negative": 0.07848599134518969, "mask_rcnn/false_positive": 0.11845322979584436, "roi_head/num_bg_samples": 431.0, "roi_head/num_fg_samples": 81.0, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5762567249985295, "total_loss": 0.9566694060631562} {"data_time": 0.012947769995662384, "eta_seconds": 30750.774102400195, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3017507002801121, "fast_rcnn/fg_cls_accuracy": 0.6901905434015525, "iteration": 215879, "loss_box_reg": 0.19627815182320774, "loss_cls": 0.16253967839293182, "loss_mask": 0.2293093465268612, "loss_rpn_cls": 0.02710046825814061, "loss_rpn_loc": 0.054532468609977514, "loss_sem_seg": 0.234775900375098, "lr": 0.002, "mask_rcnn/accuracy": 0.8905280762918526, "mask_rcnn/false_negative": 0.09818446253949906, "mask_rcnn/false_positive": 0.10376895289759203, "roi_head/num_bg_samples": 432.5, "roi_head/num_fg_samples": 79.5, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.5721065295001608, "total_loss": 0.9236561865036492} {"data_time": 0.01303584550623782, "eta_seconds": 30738.033059866677, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.19701492537313434, "fast_rcnn/fg_cls_accuracy": 0.7948470209339775, "iteration": 215899, "loss_box_reg": 0.192192634800449, "loss_cls": 0.15541929128812626, "loss_mask": 0.2191229686141014, "loss_rpn_cls": 0.02647599183546845, "loss_rpn_loc": 0.04938061360735446, "loss_sem_seg": 0.23418251960538328, "lr": 0.002, "mask_rcnn/accuracy": 0.9158413132043862, "mask_rcnn/false_negative": 0.07773850021679454, "mask_rcnn/false_positive": 0.10367782657029517, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5551178999958211, "total_loss": 0.9000034042592233} {"data_time": 0.012306147495110054, "eta_seconds": 30725.8616160944, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.24937679769894533, "fast_rcnn/fg_cls_accuracy": 0.7173888733575622, "iteration": 215919, "loss_box_reg": 0.20814684266224504, "loss_cls": 0.17146061779931188, "loss_mask": 0.2375295190140605, "loss_rpn_cls": 0.029265506738738623, "loss_rpn_loc": 0.06784015515586361, "loss_sem_seg": 0.24034850718453526, "lr": 0.002, "mask_rcnn/accuracy": 0.8930406527633533, "mask_rcnn/false_negative": 0.09323459627123452, "mask_rcnn/false_positive": 0.10585940429435728, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.572268512500159, "total_loss": 0.9897801805855124} {"data_time": 0.013571650997619145, "eta_seconds": 30715.30665328649, "fast_rcnn/cls_accuracy": 0.96044921875, "fast_rcnn/false_negative": 0.26254367236024845, "fast_rcnn/fg_cls_accuracy": 0.6912316689944134, "iteration": 215939, "loss_box_reg": 0.20437573245726526, "loss_cls": 0.1574474168010056, "loss_mask": 0.2209378406405449, "loss_rpn_cls": 0.029906066487455973, "loss_rpn_loc": 0.06083307502558455, "loss_sem_seg": 0.22055432992056012, "lr": 0.002, "mask_rcnn/accuracy": 0.901445058049753, "mask_rcnn/false_negative": 0.07438839585716261, "mask_rcnn/false_positive": 0.10966585181826129, "roi_head/num_bg_samples": 458.5, "roi_head/num_fg_samples": 53.5, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5662718159946962, "total_loss": 0.8736253307142761} {"data_time": 0.011391054504201747, "eta_seconds": 30702.062795900776, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.25480054090601756, "fast_rcnn/fg_cls_accuracy": 0.7276143268308282, "iteration": 215959, "loss_box_reg": 0.19609433505684137, "loss_cls": 0.16941287787631154, "loss_mask": 0.2254125252366066, "loss_rpn_cls": 0.03088206850225106, "loss_rpn_loc": 0.06847620484768413, "loss_sem_seg": 0.1994437996763736, "lr": 0.002, "mask_rcnn/accuracy": 0.9102195917021969, "mask_rcnn/false_negative": 0.06890232427446019, "mask_rcnn/false_positive": 0.11026034834213587, "roi_head/num_bg_samples": 459.5, "roi_head/num_fg_samples": 52.5, "rpn/num_neg_anchors": 236.5, "rpn/num_pos_anchors": 19.5, "time": 0.5515003510008682, "total_loss": 0.9131141494435724} {"data_time": 0.013318589502887335, "eta_seconds": 30692.580246706304, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.32291666666666663, "fast_rcnn/fg_cls_accuracy": 0.6411892361111111, "iteration": 215979, "loss_box_reg": 0.20008729095570743, "loss_cls": 0.1718140384182334, "loss_mask": 0.22531314380466938, "loss_rpn_cls": 0.03301191986975027, "loss_rpn_loc": 0.0647488622344099, "loss_sem_seg": 0.21238103043287992, "lr": 0.002, "mask_rcnn/accuracy": 0.9085140534381254, "mask_rcnn/false_negative": 0.0973448425199438, "mask_rcnn/false_positive": 0.08035337326500466, "roi_head/num_bg_samples": 458.25, "roi_head/num_fg_samples": 53.75, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5677618159970734, "total_loss": 0.8936523483353085} {"data_time": 0.012369693999062292, "eta_seconds": 30684.119488821903, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.24477231127627713, "fast_rcnn/fg_cls_accuracy": 0.7109481403876375, "iteration": 215999, "loss_box_reg": 0.20228594355285168, "loss_cls": 0.16338427626760677, "loss_mask": 0.22803247207775712, "loss_rpn_cls": 0.027916622901102528, "loss_rpn_loc": 0.05983187476522289, "loss_sem_seg": 0.22187945555197075, "lr": 0.002, "mask_rcnn/accuracy": 0.9114514911925036, "mask_rcnn/false_negative": 0.06692277485977557, "mask_rcnn/false_positive": 0.10682525970789944, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5635683814980439, "total_loss": 0.9197900489725725} {"data_time": 0.012438329496944789, "eta_seconds": 30695.738053581423, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.22497322497322497, "fast_rcnn/fg_cls_accuracy": 0.7109450182844679, "iteration": 216019, "loss_box_reg": 0.21352381468750536, "loss_cls": 0.1668186855968088, "loss_mask": 0.22809894289821386, "loss_rpn_cls": 0.025770231950446032, "loss_rpn_loc": 0.07677867030724883, "loss_sem_seg": 0.2199690155684948, "lr": 0.002, "mask_rcnn/accuracy": 0.8981456043956044, "mask_rcnn/false_negative": 0.07698135972081004, "mask_rcnn/false_positive": 0.1219971954244187, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5764875089953421, "total_loss": 0.9434349116490921} {"data_time": 0.011387694503355306, "eta_seconds": 30692.50738100936, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.28459698196540306, "fast_rcnn/fg_cls_accuracy": 0.6978738459464924, "iteration": 216039, "loss_box_reg": 0.2110760499490425, "loss_cls": 0.1626954476814717, "loss_mask": 0.23621019814163446, "loss_rpn_cls": 0.024751976248808205, "loss_rpn_loc": 0.05091355927288532, "loss_sem_seg": 0.2449568323791027, "lr": 0.002, "mask_rcnn/accuracy": 0.8905833875567531, "mask_rcnn/false_negative": 0.0783427542699017, "mask_rcnn/false_positive": 0.11647942137543778, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5689523609980824, "total_loss": 0.9587729290942661} {"data_time": 0.012562747004267294, "eta_seconds": 30694.053298733612, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.2648809523809524, "fast_rcnn/fg_cls_accuracy": 0.6899644030668127, "iteration": 216059, "loss_box_reg": 0.21831144019961357, "loss_cls": 0.1730812976602465, "loss_mask": 0.23001550137996674, "loss_rpn_cls": 0.025979955367802177, "loss_rpn_loc": 0.059433320246171206, "loss_sem_seg": 0.22006449289619923, "lr": 0.002, "mask_rcnn/accuracy": 0.8964321950371057, "mask_rcnn/false_negative": 0.08720826869101161, "mask_rcnn/false_positive": 0.11809297860843634, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5725446865035337, "total_loss": 0.9428287216287572} {"data_time": 0.011802086999523453, "eta_seconds": 30674.610832786966, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.25072337962962965, "fast_rcnn/fg_cls_accuracy": 0.6731391585760518, "iteration": 216079, "loss_box_reg": 0.1983593488112092, "loss_cls": 0.17026006057858467, "loss_mask": 0.22760349325835705, "loss_rpn_cls": 0.030538995763890853, "loss_rpn_loc": 0.06693107061437331, "loss_sem_seg": 0.2242366299033165, "lr": 0.002, "mask_rcnn/accuracy": 0.9045363170404316, "mask_rcnn/false_negative": 0.08588852514885949, "mask_rcnn/false_positive": 0.1043442493891079, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5733298930063029, "total_loss": 0.9276680924012908} {"data_time": 0.013214840000728145, "eta_seconds": 30634.837042029452, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.2967032967032967, "fast_rcnn/fg_cls_accuracy": 0.6708112290008841, "iteration": 216099, "loss_box_reg": 0.20079931896179914, "loss_cls": 0.16218561405548826, "loss_mask": 0.2255011168308556, "loss_rpn_cls": 0.02721165587718133, "loss_rpn_loc": 0.05060169647913426, "loss_sem_seg": 0.24063781485892832, "lr": 0.002, "mask_rcnn/accuracy": 0.9022307639846734, "mask_rcnn/false_negative": 0.09267441978253194, "mask_rcnn/false_positive": 0.10652277040140948, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 235.25, "rpn/num_pos_anchors": 20.75, "time": 0.5653313714938122, "total_loss": 0.8937162651054678} {"data_time": 0.013176151987863705, "eta_seconds": 30615.933819322105, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.2588287601626016, "fast_rcnn/fg_cls_accuracy": 0.7363463785046729, "iteration": 216119, "loss_box_reg": 0.2221256741322577, "loss_cls": 0.18479982251301408, "loss_mask": 0.22779585933312774, "loss_rpn_cls": 0.031160250298853498, "loss_rpn_loc": 0.06800490480964072, "loss_sem_seg": 0.235054399818182, "lr": 0.002, "mask_rcnn/accuracy": 0.9012318440889869, "mask_rcnn/false_negative": 0.09079812268799314, "mask_rcnn/false_positive": 0.1031076318534989, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5673914430008153, "total_loss": 0.9560624910955084} {"data_time": 0.012764088503899984, "eta_seconds": 30618.61902145815, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.32612548741581, "fast_rcnn/fg_cls_accuracy": 0.6683800070896845, "iteration": 216139, "loss_box_reg": 0.21468559256754816, "loss_cls": 0.18084299145266414, "loss_mask": 0.2262970833107829, "loss_rpn_cls": 0.02811084792483598, "loss_rpn_loc": 0.0578011880570557, "loss_sem_seg": 0.2333313999697566, "lr": 0.002, "mask_rcnn/accuracy": 0.8973972524754419, "mask_rcnn/false_negative": 0.09357993129472422, "mask_rcnn/false_positive": 0.09883301198057604, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5751713380086585, "total_loss": 0.961933503698674} {"data_time": 0.011387549500796013, "eta_seconds": 30629.10038478669, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.2579147410702717, "fast_rcnn/fg_cls_accuracy": 0.7113553113553114, "iteration": 216159, "loss_box_reg": 0.20807234849780798, "loss_cls": 0.16548687254544348, "loss_mask": 0.22990144370123744, "loss_rpn_cls": 0.031233450019499287, "loss_rpn_loc": 0.06937971239676699, "loss_sem_seg": 0.2219256111420691, "lr": 0.002, "mask_rcnn/accuracy": 0.8975244842845629, "mask_rcnn/false_negative": 0.08752567876259904, "mask_rcnn/false_positive": 0.12140207122541168, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.575129922493943, "total_loss": 0.9613375454318884} {"data_time": 0.012701788495178334, "eta_seconds": 30608.463031053943, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.23735955056179775, "fast_rcnn/fg_cls_accuracy": 0.6842225262197903, "iteration": 216179, "loss_box_reg": 0.20189657504670322, "loss_cls": 0.17115403932984918, "loss_mask": 0.23799454607069492, "loss_rpn_cls": 0.029203921134467237, "loss_rpn_loc": 0.06679571504355408, "loss_sem_seg": 0.20320740761235356, "lr": 0.002, "mask_rcnn/accuracy": 0.9061756136809842, "mask_rcnn/false_negative": 0.08239351084719972, "mask_rcnn/false_positive": 0.10615654866028776, "roi_head/num_bg_samples": 458.25, "roi_head/num_fg_samples": 53.75, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5685294759969111, "total_loss": 0.9291838416393148} {"data_time": 0.011944296995352488, "eta_seconds": 30593.382912890353, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.24598425196850393, "fast_rcnn/fg_cls_accuracy": 0.7386233410964474, "iteration": 216199, "loss_box_reg": 0.20959343970753253, "loss_cls": 0.17253690643701702, "loss_mask": 0.22878705151379108, "loss_rpn_cls": 0.024143068301782478, "loss_rpn_loc": 0.0674733659834601, "loss_sem_seg": 0.1954058080445975, "lr": 0.002, "mask_rcnn/accuracy": 0.9004986745130203, "mask_rcnn/false_negative": 0.0913652593739071, "mask_rcnn/false_positive": 0.1189549848246324, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.5775538564994349, "total_loss": 0.8988278443139279} {"data_time": 0.013740560498263221, "eta_seconds": 30582.010119480234, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.23435003631082063, "fast_rcnn/fg_cls_accuracy": 0.7032520325203252, "iteration": 216219, "loss_box_reg": 0.19786441419273615, "loss_cls": 0.16632095735985786, "loss_mask": 0.22390013956464827, "loss_rpn_cls": 0.022121074944152497, "loss_rpn_loc": 0.06232381355948746, "loss_sem_seg": 0.21826590038836002, "lr": 0.002, "mask_rcnn/accuracy": 0.9002583871990686, "mask_rcnn/false_negative": 0.0831744322746811, "mask_rcnn/false_positive": 0.09928040290295427, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5767280840009334, "total_loss": 0.9084767600725172} {"data_time": 0.012219900992931798, "eta_seconds": 30574.340517873898, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.3106481481481481, "fast_rcnn/fg_cls_accuracy": 0.6162037037037037, "iteration": 216239, "loss_box_reg": 0.2330195065587759, "loss_cls": 0.18311297427862883, "loss_mask": 0.22436538618057966, "loss_rpn_cls": 0.03064329041808378, "loss_rpn_loc": 0.06373549169802573, "loss_sem_seg": 0.2270043706521392, "lr": 0.002, "mask_rcnn/accuracy": 0.897106418790372, "mask_rcnn/false_negative": 0.09240359298320441, "mask_rcnn/false_positive": 0.12576203913658585, "roi_head/num_bg_samples": 431.5, "roi_head/num_fg_samples": 80.5, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5670547499976237, "total_loss": 0.9911846548202448} {"data_time": 0.012921200497657992, "eta_seconds": 30567.373457920054, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.22137157419786097, "fast_rcnn/fg_cls_accuracy": 0.7366310160427807, "iteration": 216259, "loss_box_reg": 0.20812479499727488, "loss_cls": 0.17028233548626304, "loss_mask": 0.23296303255483508, "loss_rpn_cls": 0.027701858760337927, "loss_rpn_loc": 0.05975578282959759, "loss_sem_seg": 0.20347096445038915, "lr": 0.002, "mask_rcnn/accuracy": 0.891849338975455, "mask_rcnn/false_negative": 0.08944843423107518, "mask_rcnn/false_positive": 0.12631131720190764, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.574654735995864, "total_loss": 0.8975948161823908} {"data_time": 0.012873441002739128, "eta_seconds": 30568.8666739821, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.2975532754538279, "fast_rcnn/fg_cls_accuracy": 0.7024467245461721, "iteration": 216279, "loss_box_reg": 0.22089019417762756, "loss_cls": 0.18361590523272753, "loss_mask": 0.23081680852919817, "loss_rpn_cls": 0.024626632330182474, "loss_rpn_loc": 0.0666690869256854, "loss_sem_seg": 0.23016616143286228, "lr": 0.002, "mask_rcnn/accuracy": 0.9016050283492971, "mask_rcnn/false_negative": 0.09428048193463633, "mask_rcnn/false_positive": 0.1072045257197749, "roi_head/num_bg_samples": 430.25, "roi_head/num_fg_samples": 81.75, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.5666987400036305, "total_loss": 0.9683337000897154} {"data_time": 0.01307271600671811, "eta_seconds": 30565.203334990903, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.19423491379310345, "fast_rcnn/fg_cls_accuracy": 0.7952628968253967, "iteration": 216299, "loss_box_reg": 0.20673942496068776, "loss_cls": 0.16321734723169357, "loss_mask": 0.22197892237454653, "loss_rpn_cls": 0.026563674997305498, "loss_rpn_loc": 0.054630654893117025, "loss_sem_seg": 0.23330036387778819, "lr": 0.002, "mask_rcnn/accuracy": 0.9092872219016908, "mask_rcnn/false_negative": 0.07011366339912847, "mask_rcnn/false_positive": 0.11089372337704419, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.564251833500748, "total_loss": 0.9354166924313176} {"data_time": 0.013798836494970601, "eta_seconds": 30553.819858580784, "fast_rcnn/cls_accuracy": 0.9580078125, "fast_rcnn/false_negative": 0.22913686218407248, "fast_rcnn/fg_cls_accuracy": 0.7640497206251519, "iteration": 216319, "loss_box_reg": 0.21822150330990553, "loss_cls": 0.17792374268174171, "loss_mask": 0.2327019702643156, "loss_rpn_cls": 0.03337897802975931, "loss_rpn_loc": 0.07624175254022703, "loss_sem_seg": 0.2298833029344678, "lr": 0.002, "mask_rcnn/accuracy": 0.9203565354713314, "mask_rcnn/false_negative": 0.06266668604425164, "mask_rcnn/false_positive": 0.09411467939949116, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5680697520074318, "total_loss": 0.9643821938989277} {"data_time": 0.013675912996404804, "eta_seconds": 30571.270878588228, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.3057232282584395, "fast_rcnn/fg_cls_accuracy": 0.6768465909090908, "iteration": 216339, "loss_box_reg": 0.2138755563646555, "loss_cls": 0.17575394711457193, "loss_mask": 0.23206620942801237, "loss_rpn_cls": 0.029794980364385992, "loss_rpn_loc": 0.07452726148767397, "loss_sem_seg": 0.22238662838935852, "lr": 0.002, "mask_rcnn/accuracy": 0.8927214013310951, "mask_rcnn/false_negative": 0.09535059243139143, "mask_rcnn/false_positive": 0.1158865271811898, "roi_head/num_bg_samples": 431.0, "roi_head/num_fg_samples": 81.0, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.5722916989980149, "total_loss": 0.9328441254765494} {"data_time": 0.012704100998234935, "eta_seconds": 30559.1681648222, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.23862555195042814, "fast_rcnn/fg_cls_accuracy": 0.750229300425248, "iteration": 216359, "loss_box_reg": 0.23289404809474945, "loss_cls": 0.1833571408642456, "loss_mask": 0.23548480728641152, "loss_rpn_cls": 0.030609301626100205, "loss_rpn_loc": 0.06952081524650566, "loss_sem_seg": 0.231819910928607, "lr": 0.002, "mask_rcnn/accuracy": 0.902095973524545, "mask_rcnn/false_negative": 0.07578541472499807, "mask_rcnn/false_positive": 0.12304514064841078, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.55859526849963, "total_loss": 0.9967262701538857} {"data_time": 0.012235693997354247, "eta_seconds": 30543.137061463793, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.27184892402283706, "fast_rcnn/fg_cls_accuracy": 0.6916122004357299, "iteration": 216379, "loss_box_reg": 0.20915074879303575, "loss_cls": 0.17644561524502933, "loss_mask": 0.2420860631391406, "loss_rpn_cls": 0.029915812279796228, "loss_rpn_loc": 0.06463915447238833, "loss_sem_seg": 0.20849770749919116, "lr": 0.002, "mask_rcnn/accuracy": 0.9009735276820536, "mask_rcnn/false_negative": 0.08018684323295233, "mask_rcnn/false_positive": 0.11460986022415423, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5680720335003571, "total_loss": 0.9210680892501841} {"data_time": 0.012876638000307139, "eta_seconds": 30540.089489685895, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.2678010248860451, "fast_rcnn/fg_cls_accuracy": 0.6989701704545455, "iteration": 216399, "loss_box_reg": 0.20872160838916898, "loss_cls": 0.17437656363472342, "loss_mask": 0.24118844792246819, "loss_rpn_cls": 0.03182497039961163, "loss_rpn_loc": 0.06820155985769816, "loss_sem_seg": 0.2332378071732819, "lr": 0.002, "mask_rcnn/accuracy": 0.904025338720186, "mask_rcnn/false_negative": 0.08781376529007927, "mask_rcnn/false_positive": 0.10478695095369511, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5730238649994135, "total_loss": 0.9744439055939438} {"data_time": 0.012729062495054677, "eta_seconds": 30530.851103042645, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.308962472406181, "fast_rcnn/fg_cls_accuracy": 0.6670013655715319, "iteration": 216419, "loss_box_reg": 0.2016403010347858, "loss_cls": 0.1681707805255428, "loss_mask": 0.235740696080029, "loss_rpn_cls": 0.026265951975801727, "loss_rpn_loc": 0.06598615689290455, "loss_sem_seg": 0.23850661562755704, "lr": 0.002, "mask_rcnn/accuracy": 0.890887021137429, "mask_rcnn/false_negative": 0.09259288566938803, "mask_rcnn/false_positive": 0.1141481584463454, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5729566304944456, "total_loss": 0.9304887471253096} {"data_time": 0.011939843992877286, "eta_seconds": 30519.454954742672, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.26963864886095834, "fast_rcnn/fg_cls_accuracy": 0.705974062787896, "iteration": 216439, "loss_box_reg": 0.19321627519093454, "loss_cls": 0.1583210571843665, "loss_mask": 0.21749529335647821, "loss_rpn_cls": 0.028742675771354698, "loss_rpn_loc": 0.05918357602786273, "loss_sem_seg": 0.24286184459924698, "lr": 0.002, "mask_rcnn/accuracy": 0.8991983906810355, "mask_rcnn/false_negative": 0.09492972526283666, "mask_rcnn/false_positive": 0.10850569500960189, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5641441019979538, "total_loss": 0.9081832644515089} {"data_time": 0.012186457497591618, "eta_seconds": 30508.0588064427, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.23167194092827004, "fast_rcnn/fg_cls_accuracy": 0.7623221544715447, "iteration": 216459, "loss_box_reg": 0.20117743127048016, "loss_cls": 0.16945771616883576, "loss_mask": 0.22280005738139153, "loss_rpn_cls": 0.02667995022784453, "loss_rpn_loc": 0.058128628705162555, "loss_sem_seg": 0.23151638568378985, "lr": 0.002, "mask_rcnn/accuracy": 0.9079150220207894, "mask_rcnn/false_negative": 0.07973822096000496, "mask_rcnn/false_positive": 0.10052350454828445, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5682560739951441, "total_loss": 0.9220202700926166} {"data_time": 0.012889923506008927, "eta_seconds": 30496.662658142726, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.24146412037037035, "fast_rcnn/fg_cls_accuracy": 0.731111111111111, "iteration": 216479, "loss_box_reg": 0.1980275670066476, "loss_cls": 0.17224514903500676, "loss_mask": 0.2343334718607366, "loss_rpn_cls": 0.028677446007350227, "loss_rpn_loc": 0.057449200336122885, "loss_sem_seg": 0.26505173509940505, "lr": 0.002, "mask_rcnn/accuracy": 0.9053287839021922, "mask_rcnn/false_negative": 0.0847854455739509, "mask_rcnn/false_positive": 0.11088664119381748, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5683581609991961, "total_loss": 0.9733280375221511} {"data_time": 0.012642991001484916, "eta_seconds": 30485.34178590253, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.3248696008908164, "fast_rcnn/fg_cls_accuracy": 0.6598639455782312, "iteration": 216499, "loss_box_reg": 0.20969030540436506, "loss_cls": 0.16060239681974053, "loss_mask": 0.22920969128608704, "loss_rpn_cls": 0.028322602382104378, "loss_rpn_loc": 0.060296819428913295, "loss_sem_seg": 0.21041132765822113, "lr": 0.002, "mask_rcnn/accuracy": 0.9038984641475638, "mask_rcnn/false_negative": 0.09966041142382003, "mask_rcnn/false_positive": 0.0918148739793098, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.559139602999494, "total_loss": 0.8909722936296021} {"data_time": 0.012920261498948094, "eta_seconds": 30498.65519476207, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.1983458177278402, "fast_rcnn/fg_cls_accuracy": 0.7716127802833005, "iteration": 216519, "loss_box_reg": 0.20274619932752103, "loss_cls": 0.15486936614615843, "loss_mask": 0.2200840087607503, "loss_rpn_cls": 0.028110626170018804, "loss_rpn_loc": 0.056194391087046824, "loss_sem_seg": 0.225791459903121, "lr": 0.002, "mask_rcnn/accuracy": 0.9132045663631476, "mask_rcnn/false_negative": 0.07466817464904033, "mask_rcnn/false_positive": 0.10367967710574418, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5736568619977334, "total_loss": 0.9210239338899555} {"data_time": 0.012283372001547832, "eta_seconds": 30493.449329293842, "fast_rcnn/cls_accuracy": 0.95849609375, "fast_rcnn/false_negative": 0.21479774705581156, "fast_rcnn/fg_cls_accuracy": 0.7688521156263092, "iteration": 216539, "loss_box_reg": 0.20896021579392254, "loss_cls": 0.16143386461772025, "loss_mask": 0.21726643852889538, "loss_rpn_cls": 0.026896804294665344, "loss_rpn_loc": 0.05660822628487949, "loss_sem_seg": 0.21403371705673635, "lr": 0.002, "mask_rcnn/accuracy": 0.9082604208977836, "mask_rcnn/false_negative": 0.07088233994809043, "mask_rcnn/false_positive": 0.10566386865277963, "roi_head/num_bg_samples": 456.5, "roi_head/num_fg_samples": 55.5, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5649479890053044, "total_loss": 0.9013422563439235} {"data_time": 0.012578677000419702, "eta_seconds": 30451.15325658244, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.2883818589025756, "fast_rcnn/fg_cls_accuracy": 0.705720823798627, "iteration": 216559, "loss_box_reg": 0.2128396430052817, "loss_cls": 0.17177316267043352, "loss_mask": 0.22321271803230047, "loss_rpn_cls": 0.031097097009478603, "loss_rpn_loc": 0.06744728551711887, "loss_sem_seg": 0.21496669412590563, "lr": 0.002, "mask_rcnn/accuracy": 0.9014950367902264, "mask_rcnn/false_negative": 0.08664504997640575, "mask_rcnn/false_positive": 0.1135013447868683, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 235.75, "rpn/num_pos_anchors": 20.25, "time": 0.5561662925028941, "total_loss": 0.9389078464737395} {"data_time": 0.011852574003569316, "eta_seconds": 30446.00418543635, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.22376015690669654, "fast_rcnn/fg_cls_accuracy": 0.7674866131191432, "iteration": 216579, "loss_box_reg": 0.2177155204117298, "loss_cls": 0.18636636808514595, "loss_mask": 0.23797604348510504, "loss_rpn_cls": 0.030383144334336976, "loss_rpn_loc": 0.06208612292539328, "loss_sem_seg": 0.23787397239357233, "lr": 0.002, "mask_rcnn/accuracy": 0.902159359288868, "mask_rcnn/false_negative": 0.08516096820377711, "mask_rcnn/false_positive": 0.11227535077453872, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5737952060007956, "total_loss": 0.9828044812566077} {"data_time": 0.013094134497805499, "eta_seconds": 30414.901661978533, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.2960208532822641, "fast_rcnn/fg_cls_accuracy": 0.6519678714859438, "iteration": 216599, "loss_box_reg": 0.20984318340197206, "loss_cls": 0.1608680224744603, "loss_mask": 0.23143792897462845, "loss_rpn_cls": 0.026555657146673184, "loss_rpn_loc": 0.06536964263068512, "loss_sem_seg": 0.22213716758415103, "lr": 0.002, "mask_rcnn/accuracy": 0.893856979095466, "mask_rcnn/false_negative": 0.08655681627699373, "mask_rcnn/false_positive": 0.12637301728275485, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.5624304140001186, "total_loss": 0.9569821505647269} {"data_time": 0.012427149500581436, "eta_seconds": 30367.935453185928, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.3262089416058394, "fast_rcnn/fg_cls_accuracy": 0.6495364592619005, "iteration": 216619, "loss_box_reg": 0.2023106125416234, "loss_cls": 0.1621605372056365, "loss_mask": 0.22826112899929285, "loss_rpn_cls": 0.026023930491646752, "loss_rpn_loc": 0.061750979511998594, "loss_sem_seg": 0.22867393330670893, "lr": 0.002, "mask_rcnn/accuracy": 0.8973608629332068, "mask_rcnn/false_negative": 0.1054902654415992, "mask_rcnn/false_positive": 0.11698602409578823, "roi_head/num_bg_samples": 432.5, "roi_head/num_fg_samples": 79.5, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.5562455550025334, "total_loss": 0.9379050049028592} {"data_time": 0.012274114007595927, "eta_seconds": 30336.634996367655, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.2230433410477593, "fast_rcnn/fg_cls_accuracy": 0.7486370157819225, "iteration": 216639, "loss_box_reg": 0.20099308202043176, "loss_cls": 0.16398848686367273, "loss_mask": 0.2327098618261516, "loss_rpn_cls": 0.02793605110491626, "loss_rpn_loc": 0.05805918175610714, "loss_sem_seg": 0.22064626263454556, "lr": 0.002, "mask_rcnn/accuracy": 0.8991560360669315, "mask_rcnn/false_negative": 0.09724678141248477, "mask_rcnn/false_positive": 0.10937937308637746, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5626019229966914, "total_loss": 0.9265479250898352} {"data_time": 0.012296558001253288, "eta_seconds": 30353.09745717934, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.2840619459219858, "fast_rcnn/fg_cls_accuracy": 0.6775741185897436, "iteration": 216659, "loss_box_reg": 0.21242430666461587, "loss_cls": 0.17393805040046573, "loss_mask": 0.23618840891867876, "loss_rpn_cls": 0.03062676201807335, "loss_rpn_loc": 0.060908913175808266, "loss_sem_seg": 0.23986084247007966, "lr": 0.002, "mask_rcnn/accuracy": 0.9038188952242512, "mask_rcnn/false_negative": 0.102759225399393, "mask_rcnn/false_positive": 0.10287353219790074, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5703626015019836, "total_loss": 0.9771232033817796} {"data_time": 0.011894436000147834, "eta_seconds": 30310.691111361913, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.2863675958188153, "fast_rcnn/fg_cls_accuracy": 0.7136324041811846, "iteration": 216679, "loss_box_reg": 0.21998562337830663, "loss_cls": 0.1710537844337523, "loss_mask": 0.2259264588356018, "loss_rpn_cls": 0.029815772621077485, "loss_rpn_loc": 0.06321057501190808, "loss_sem_seg": 0.25170598458498716, "lr": 0.002, "mask_rcnn/accuracy": 0.9134166464204729, "mask_rcnn/false_negative": 0.08504836280098518, "mask_rcnn/false_positive": 0.10055545839833102, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 235.25, "rpn/num_pos_anchors": 20.75, "time": 0.5655983210017439, "total_loss": 0.9721311944376794} {"data_time": 0.013150977494660765, "eta_seconds": 30289.916265218388, "fast_rcnn/cls_accuracy": 0.96044921875, "fast_rcnn/false_negative": 0.1864923397770113, "fast_rcnn/fg_cls_accuracy": 0.7748412698412699, "iteration": 216699, "loss_box_reg": 0.21000321907922626, "loss_cls": 0.16892108181491494, "loss_mask": 0.2349135046824813, "loss_rpn_cls": 0.03168857779382961, "loss_rpn_loc": 0.057210914717870764, "loss_sem_seg": 0.21259488677605987, "lr": 0.002, "mask_rcnn/accuracy": 0.9164549576698812, "mask_rcnn/false_negative": 0.07583734968947445, "mask_rcnn/false_positive": 0.1017740519889517, "roi_head/num_bg_samples": 455.5, "roi_head/num_fg_samples": 56.5, "rpn/num_neg_anchors": 236.75, "rpn/num_pos_anchors": 19.25, "time": 0.5662589630082948, "total_loss": 0.9274788725015242} {"data_time": 0.012474652998207603, "eta_seconds": 30278.550656218475, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.2136842105263158, "fast_rcnn/fg_cls_accuracy": 0.6875, "iteration": 216719, "loss_box_reg": 0.20494790677912533, "loss_cls": 0.1615583512466401, "loss_mask": 0.22461706958711147, "loss_rpn_cls": 0.025713651462865528, "loss_rpn_loc": 0.048114658740814775, "loss_sem_seg": 0.24591794703155756, "lr": 0.002, "mask_rcnn/accuracy": 0.9068082268878774, "mask_rcnn/false_negative": 0.08923988571269813, "mask_rcnn/false_positive": 0.10954701839076272, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5679927219971432, "total_loss": 0.8828656633486389} {"data_time": 0.0123091019995627, "eta_seconds": 30260.030470589576, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.2580882352941176, "fast_rcnn/fg_cls_accuracy": 0.7379351740696278, "iteration": 216739, "loss_box_reg": 0.22365254629403353, "loss_cls": 0.18229041947051883, "loss_mask": 0.2343239700421691, "loss_rpn_cls": 0.03193738227128051, "loss_rpn_loc": 0.06693457749497611, "loss_sem_seg": 0.22852071456145495, "lr": 0.002, "mask_rcnn/accuracy": 0.903772937336054, "mask_rcnn/false_negative": 0.07963680323472931, "mask_rcnn/false_positive": 0.11735334114569611, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5696486009910586, "total_loss": 0.968803298950661} {"data_time": 0.012877574998128694, "eta_seconds": 30255.81943821865, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.2390505138225503, "fast_rcnn/fg_cls_accuracy": 0.7513110455588332, "iteration": 216759, "loss_box_reg": 0.20011007320135832, "loss_cls": 0.1639831366483122, "loss_mask": 0.22354270378127694, "loss_rpn_cls": 0.02809248524499708, "loss_rpn_loc": 0.06479184413910843, "loss_sem_seg": 0.23353003652300686, "lr": 0.002, "mask_rcnn/accuracy": 0.9088429138949436, "mask_rcnn/false_negative": 0.0816166551434023, "mask_rcnn/false_positive": 0.10658228208301959, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.5769002750021173, "total_loss": 0.9161406138155144} {"data_time": 0.012335927502135746, "eta_seconds": 30251.90453010729, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.25253080985915494, "fast_rcnn/fg_cls_accuracy": 0.7093978314486481, "iteration": 216779, "loss_box_reg": 0.2138788211159408, "loss_cls": 0.17080715857446194, "loss_mask": 0.22475549252703786, "loss_rpn_cls": 0.026107438054168597, "loss_rpn_loc": 0.05649084720062092, "loss_sem_seg": 0.21623047813773155, "lr": 0.002, "mask_rcnn/accuracy": 0.9069038421363724, "mask_rcnn/false_negative": 0.08627259934619586, "mask_rcnn/false_positive": 0.10221550983339445, "roi_head/num_bg_samples": 429.75, "roi_head/num_fg_samples": 82.25, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.5679787740009488, "total_loss": 0.8981875471022249} {"data_time": 0.011071172499214299, "eta_seconds": 30242.476281681986, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3040132336018412, "fast_rcnn/fg_cls_accuracy": 0.6620246583481877, "iteration": 216799, "loss_box_reg": 0.21104192780330777, "loss_cls": 0.17514904052950442, "loss_mask": 0.23243475798517466, "loss_rpn_cls": 0.029730553120316472, "loss_rpn_loc": 0.06242432114959229, "loss_sem_seg": 0.2255553479772061, "lr": 0.002, "mask_rcnn/accuracy": 0.8970564331501831, "mask_rcnn/false_negative": 0.08532710736644919, "mask_rcnn/false_positive": 0.13062573444361447, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5767355069983751, "total_loss": 0.9582431515591452} {"data_time": 0.012615519503015094, "eta_seconds": 30256.493651940116, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.25527170907079644, "fast_rcnn/fg_cls_accuracy": 0.7275135693977772, "iteration": 216819, "loss_box_reg": 0.21369419852271676, "loss_cls": 0.18117181991692632, "loss_mask": 0.22966177016496658, "loss_rpn_cls": 0.033111622264186735, "loss_rpn_loc": 0.059474314271938056, "loss_sem_seg": 0.24937196262180805, "lr": 0.002, "mask_rcnn/accuracy": 0.8958103188083744, "mask_rcnn/false_negative": 0.08730044605409143, "mask_rcnn/false_positive": 0.12236108518048883, "roi_head/num_bg_samples": 423.75, "roi_head/num_fg_samples": 88.25, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5681781864986988, "total_loss": 0.9891335380070814} {"data_time": 0.012897672502731439, "eta_seconds": 30231.414871712892, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.2466267909305884, "fast_rcnn/fg_cls_accuracy": 0.7137659187386295, "iteration": 216839, "loss_box_reg": 0.20202511944808066, "loss_cls": 0.16889097215607762, "loss_mask": 0.22535351430997252, "loss_rpn_cls": 0.02529306703218026, "loss_rpn_loc": 0.05804518359946087, "loss_sem_seg": 0.21557634184136987, "lr": 0.002, "mask_rcnn/accuracy": 0.8994935420386275, "mask_rcnn/false_negative": 0.08231303830289496, "mask_rcnn/false_positive": 0.11250432351686707, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5669756385032088, "total_loss": 0.9289551707079227} {"data_time": 0.012850510502175894, "eta_seconds": 30206.430894467063, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.24974850299401197, "fast_rcnn/fg_cls_accuracy": 0.7388071539041123, "iteration": 216859, "loss_box_reg": 0.20772395213134587, "loss_cls": 0.15769256558269262, "loss_mask": 0.24641759367659688, "loss_rpn_cls": 0.02819963128422387, "loss_rpn_loc": 0.07148636391502805, "loss_sem_seg": 0.22355496464297175, "lr": 0.002, "mask_rcnn/accuracy": 0.9129340767927725, "mask_rcnn/false_negative": 0.06974569006531481, "mask_rcnn/false_positive": 0.12406321608407425, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5578203274999396, "total_loss": 0.9138126433608704} {"data_time": 0.012860893002653029, "eta_seconds": 30190.93439933788, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.33861236802413275, "fast_rcnn/fg_cls_accuracy": 0.6413708690330477, "iteration": 216879, "loss_box_reg": 0.2431408097036183, "loss_cls": 0.18065138813108206, "loss_mask": 0.2394600911065936, "loss_rpn_cls": 0.030454556057520676, "loss_rpn_loc": 0.060900966345798224, "loss_sem_seg": 0.2531486467923969, "lr": 0.002, "mask_rcnn/accuracy": 0.8899356479408009, "mask_rcnn/false_negative": 0.10919736209229898, "mask_rcnn/false_positive": 0.1291590702047512, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 205.25, "rpn/num_pos_anchors": 50.75, "time": 0.570086267995066, "total_loss": 0.9984919216130947} {"data_time": 0.012012863997370005, "eta_seconds": 30183.69407664695, "fast_rcnn/cls_accuracy": 0.95947265625, "fast_rcnn/false_negative": 0.22361486967668423, "fast_rcnn/fg_cls_accuracy": 0.7196949152542373, "iteration": 216899, "loss_box_reg": 0.19997041672468185, "loss_cls": 0.17645549098961055, "loss_mask": 0.23143785633146763, "loss_rpn_cls": 0.026348381077696104, "loss_rpn_loc": 0.05988289130618796, "loss_sem_seg": 0.25625288719311357, "lr": 0.002, "mask_rcnn/accuracy": 0.8839718090626081, "mask_rcnn/false_negative": 0.09362743911490398, "mask_rcnn/false_positive": 0.1207408502463039, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5611252174930996, "total_loss": 0.9128729256626684} {"data_time": 0.012167561500973534, "eta_seconds": 30164.894566219344, "fast_rcnn/cls_accuracy": 0.95654296875, "fast_rcnn/false_negative": 0.2605629117040389, "fast_rcnn/fg_cls_accuracy": 0.7178060413354531, "iteration": 216919, "loss_box_reg": 0.21607650630176067, "loss_cls": 0.17647343454882503, "loss_mask": 0.2272345763631165, "loss_rpn_cls": 0.026352280910941772, "loss_rpn_loc": 0.057192854466848075, "loss_sem_seg": 0.24448820622637868, "lr": 0.002, "mask_rcnn/accuracy": 0.9119778720783185, "mask_rcnn/false_negative": 0.07729354581027602, "mask_rcnn/false_positive": 0.10442165448670085, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 234.25, "rpn/num_pos_anchors": 21.75, "time": 0.5642319515027339, "total_loss": 0.9570571352378465} {"data_time": 0.011664563506201375, "eta_seconds": 30162.89231372207, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.21122685185185186, "fast_rcnn/fg_cls_accuracy": 0.7444409889597263, "iteration": 216939, "loss_box_reg": 0.21903879661113024, "loss_cls": 0.18047689110971987, "loss_mask": 0.23591988999396563, "loss_rpn_cls": 0.02795785754278768, "loss_rpn_loc": 0.07288002385757864, "loss_sem_seg": 0.23739731404930353, "lr": 0.002, "mask_rcnn/accuracy": 0.9205334656798498, "mask_rcnn/false_negative": 0.08090903937409696, "mask_rcnn/false_positive": 0.08358326021353546, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5724474205053411, "total_loss": 1.0370055386447348} {"data_time": 0.0123641160025727, "eta_seconds": 30172.849025287287, "fast_rcnn/cls_accuracy": 0.95849609375, "fast_rcnn/false_negative": 0.25854700854700857, "fast_rcnn/fg_cls_accuracy": 0.7246710526315789, "iteration": 216959, "loss_box_reg": 0.21098390989936888, "loss_cls": 0.16337913181632757, "loss_mask": 0.24042250402271748, "loss_rpn_cls": 0.027828508311358746, "loss_rpn_loc": 0.07051615486852825, "loss_sem_seg": 0.20883147604763508, "lr": 0.002, "mask_rcnn/accuracy": 0.8859050060234973, "mask_rcnn/false_negative": 0.08871236503255686, "mask_rcnn/false_positive": 0.12438398167413206, "roi_head/num_bg_samples": 458.25, "roi_head/num_fg_samples": 53.75, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5713351054946543, "total_loss": 0.937198168161558} {"data_time": 0.012966979506018106, "eta_seconds": 30165.46416802085, "fast_rcnn/cls_accuracy": 0.9560546875, "fast_rcnn/false_negative": 0.24900456621004566, "fast_rcnn/fg_cls_accuracy": 0.7509954337899543, "iteration": 216979, "loss_box_reg": 0.20880181097891182, "loss_cls": 0.1627279920503497, "loss_mask": 0.23077060002833605, "loss_rpn_cls": 0.03345371028262889, "loss_rpn_loc": 0.0603572510444792, "loss_sem_seg": 0.22173606604337692, "lr": 0.002, "mask_rcnn/accuracy": 0.9048431393834129, "mask_rcnn/false_negative": 0.08763078340595654, "mask_rcnn/false_positive": 0.10887151531171238, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5740675014967564, "total_loss": 0.917241076938808} {"data_time": 0.01165520599897718, "eta_seconds": 30154.085482530943, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.2931115276476101, "fast_rcnn/fg_cls_accuracy": 0.6680232558139535, "iteration": 216999, "loss_box_reg": 0.21173657226609066, "loss_cls": 0.16945497097913176, "loss_mask": 0.23361895699054003, "loss_rpn_cls": 0.03199580212094588, "loss_rpn_loc": 0.05919678078498691, "loss_sem_seg": 0.2357709570787847, "lr": 0.002, "mask_rcnn/accuracy": 0.8934768434885916, "mask_rcnn/false_negative": 0.1067292715987137, "mask_rcnn/false_positive": 0.12276523095001032, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5641761364968261, "total_loss": 0.9834581943432568} {"data_time": 0.01202224699954968, "eta_seconds": 30129.053090013746, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.2207463630613536, "fast_rcnn/fg_cls_accuracy": 0.7615927419354839, "iteration": 217019, "loss_box_reg": 0.20051588444039226, "loss_cls": 0.16800886602140963, "loss_mask": 0.2370028030127287, "loss_rpn_cls": 0.025947813877792214, "loss_rpn_loc": 0.056315491965506226, "loss_sem_seg": 0.24169751955196261, "lr": 0.002, "mask_rcnn/accuracy": 0.920648642634624, "mask_rcnn/false_negative": 0.07349282319315659, "mask_rcnn/false_positive": 0.08114474007607758, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5624663064954802, "total_loss": 0.9631477290313342} {"data_time": 0.012939103500684723, "eta_seconds": 30109.228201169906, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.2454696466324373, "fast_rcnn/fg_cls_accuracy": 0.7289242648614344, "iteration": 217039, "loss_box_reg": 0.2100954381749034, "loss_cls": 0.16146436613053083, "loss_mask": 0.2325776545330882, "loss_rpn_cls": 0.02898775633366313, "loss_rpn_loc": 0.07601220399374142, "loss_sem_seg": 0.23438564169919118, "lr": 0.002, "mask_rcnn/accuracy": 0.8958472722661077, "mask_rcnn/false_negative": 0.08287365313730205, "mask_rcnn/false_positive": 0.1168322886864209, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5662492710034712, "total_loss": 0.9350679954222869} {"data_time": 0.011967565500526689, "eta_seconds": 30092.746805366492, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.2641197421981004, "fast_rcnn/fg_cls_accuracy": 0.7198831587429493, "iteration": 217059, "loss_box_reg": 0.2101974894758314, "loss_cls": 0.17316949111409485, "loss_mask": 0.24425501003861427, "loss_rpn_cls": 0.02725822225693264, "loss_rpn_loc": 0.054566547929425724, "loss_sem_seg": 0.23716362612321973, "lr": 0.002, "mask_rcnn/accuracy": 0.9076057472501988, "mask_rcnn/false_negative": 0.10163029917902233, "mask_rcnn/false_positive": 0.09060247779613284, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.569238829499227, "total_loss": 0.9620573916472495} {"data_time": 0.01252342549560126, "eta_seconds": 30077.265852438017, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.32071428571428573, "fast_rcnn/fg_cls_accuracy": 0.6452173913043479, "iteration": 217079, "loss_box_reg": 0.21732918778434396, "loss_cls": 0.1740992134436965, "loss_mask": 0.23397896252572536, "loss_rpn_cls": 0.029331837497011293, "loss_rpn_loc": 0.060985110234469175, "loss_sem_seg": 0.252727291546762, "lr": 0.002, "mask_rcnn/accuracy": 0.9091570414196721, "mask_rcnn/false_negative": 0.08344362730934168, "mask_rcnn/false_positive": 0.10249247757807367, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.5683454075042391, "total_loss": 0.936638874351047} {"data_time": 0.012367136994726025, "eta_seconds": 30060.878877866104, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.3395343157209151, "fast_rcnn/fg_cls_accuracy": 0.6534234307579582, "iteration": 217099, "loss_box_reg": 0.1804920785361901, "loss_cls": 0.15230740723200142, "loss_mask": 0.22546291491016746, "loss_rpn_cls": 0.029953788267448545, "loss_rpn_loc": 0.05450698715867475, "loss_sem_seg": 0.21231147786602378, "lr": 0.002, "mask_rcnn/accuracy": 0.9020007895852609, "mask_rcnn/false_negative": 0.10026163295611369, "mask_rcnn/false_positive": 0.10309875331454237, "roi_head/num_bg_samples": 432.75, "roi_head/num_fg_samples": 79.25, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5526397694993648, "total_loss": 0.8547164336487185} {"data_time": 0.013264993496704847, "eta_seconds": 30058.64157863632, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.25482794943820225, "fast_rcnn/fg_cls_accuracy": 0.7307806031933767, "iteration": 217119, "loss_box_reg": 0.2211316879838705, "loss_cls": 0.1863232352770865, "loss_mask": 0.23271276522427797, "loss_rpn_cls": 0.030174193962011486, "loss_rpn_loc": 0.06603110910509713, "loss_sem_seg": 0.2350004306063056, "lr": 0.002, "mask_rcnn/accuracy": 0.9082620434810724, "mask_rcnn/false_negative": 0.08513615797089621, "mask_rcnn/false_positive": 0.09569205211133502, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5785363975010114, "total_loss": 1.0151931339059956} {"data_time": 0.012047271498886403, "eta_seconds": 30047.273169726264, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.24916107382550334, "fast_rcnn/fg_cls_accuracy": 0.6992244748412311, "iteration": 217139, "loss_box_reg": 0.21786684193648398, "loss_cls": 0.18606132990680635, "loss_mask": 0.22896580211818218, "loss_rpn_cls": 0.026866530897677876, "loss_rpn_loc": 0.05975509810377844, "loss_sem_seg": 0.22203357052057981, "lr": 0.002, "mask_rcnn/accuracy": 0.8947500132291465, "mask_rcnn/false_negative": 0.09083906761984144, "mask_rcnn/false_positive": 0.11174356015760556, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5714206839984399, "total_loss": 0.9629451963191968} {"data_time": 0.012212647503474727, "eta_seconds": 30025.93778543808, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.2820480297649247, "fast_rcnn/fg_cls_accuracy": 0.6700519603212092, "iteration": 217159, "loss_box_reg": 0.20568225043825805, "loss_cls": 0.1787823373451829, "loss_mask": 0.23117254581302404, "loss_rpn_cls": 0.02762796999013517, "loss_rpn_loc": 0.05215528132976033, "loss_sem_seg": 0.2135515445843339, "lr": 0.002, "mask_rcnn/accuracy": 0.8872359577044677, "mask_rcnn/false_negative": 0.08759532519201943, "mask_rcnn/false_positive": 0.12259817526358419, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.563423262006836, "total_loss": 0.9243794646536116} {"data_time": 0.01221375199384056, "eta_seconds": 30013.203791011, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.2299199084668192, "fast_rcnn/fg_cls_accuracy": 0.7621249385145106, "iteration": 217179, "loss_box_reg": 0.19127689488232136, "loss_cls": 0.16012903163209558, "loss_mask": 0.23033896973356605, "loss_rpn_cls": 0.029694945696974173, "loss_rpn_loc": 0.06258577818516642, "loss_sem_seg": 0.22326744999736547, "lr": 0.002, "mask_rcnn/accuracy": 0.9088529307071666, "mask_rcnn/false_negative": 0.08583747509139125, "mask_rcnn/false_positive": 0.1017357092100438, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5640464589960175, "total_loss": 0.9339431126427371} {"data_time": 0.011974512002780102, "eta_seconds": 29998.82399648214, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.25767214730522825, "fast_rcnn/fg_cls_accuracy": 0.7173260656540912, "iteration": 217199, "loss_box_reg": 0.2215412352234125, "loss_cls": 0.1733659002929926, "loss_mask": 0.2347392151132226, "loss_rpn_cls": 0.029314855608390644, "loss_rpn_loc": 0.05979781637142878, "loss_sem_seg": 0.2322257263585925, "lr": 0.002, "mask_rcnn/accuracy": 0.893211950273067, "mask_rcnn/false_negative": 0.09294332782016612, "mask_rcnn/false_positive": 0.1307494899605816, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5752292979959748, "total_loss": 0.9598419027461205} {"data_time": 0.011989694503427017, "eta_seconds": 29987.461020782255, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.2830606680299932, "fast_rcnn/fg_cls_accuracy": 0.6733222866611432, "iteration": 217219, "loss_box_reg": 0.22366425627842546, "loss_cls": 0.17412649048492312, "loss_mask": 0.2230146755464375, "loss_rpn_cls": 0.025740455981576815, "loss_rpn_loc": 0.06504673906601965, "loss_sem_seg": 0.21868476504459977, "lr": 0.002, "mask_rcnn/accuracy": 0.8954179748822606, "mask_rcnn/false_negative": 0.09554145653060121, "mask_rcnn/false_positive": 0.12204844080007063, "roi_head/num_bg_samples": 426.25, "roi_head/num_fg_samples": 85.75, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.5778424755044398, "total_loss": 0.9590099765337072} {"data_time": 0.012784303493390325, "eta_seconds": 29980.47923955827, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.20917792792792794, "fast_rcnn/fg_cls_accuracy": 0.7684265010351967, "iteration": 217239, "loss_box_reg": 0.21449797810055315, "loss_cls": 0.16847626026719809, "loss_mask": 0.23927079560235143, "loss_rpn_cls": 0.026620171782269608, "loss_rpn_loc": 0.06218589108902961, "loss_sem_seg": 0.2088548461906612, "lr": 0.002, "mask_rcnn/accuracy": 0.9211297782920453, "mask_rcnn/false_negative": 0.06961302880905174, "mask_rcnn/false_positive": 0.09504104325811778, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5808455744991079, "total_loss": 0.9258582485927036} {"data_time": 0.013303182000527158, "eta_seconds": 29970.262827224316, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.2819092827004219, "fast_rcnn/fg_cls_accuracy": 0.6980498923641889, "iteration": 217259, "loss_box_reg": 0.19873072067275643, "loss_cls": 0.16276716021820903, "loss_mask": 0.23014503763988614, "loss_rpn_cls": 0.03293556517382967, "loss_rpn_loc": 0.06773727064137347, "loss_sem_seg": 0.23771033831872046, "lr": 0.002, "mask_rcnn/accuracy": 0.9165955385913764, "mask_rcnn/false_negative": 0.07483244349045014, "mask_rcnn/false_positive": 0.0959106595271132, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.572288794493943, "total_loss": 0.9725670560146682} {"data_time": 0.013273732998641208, "eta_seconds": 29956.38320111113, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.21226204307802304, "fast_rcnn/fg_cls_accuracy": 0.7646724007083228, "iteration": 217279, "loss_box_reg": 0.21590110287070274, "loss_cls": 0.17495785554638132, "loss_mask": 0.23100199876353145, "loss_rpn_cls": 0.029212257337349, "loss_rpn_loc": 0.06054275727365166, "loss_sem_seg": 0.28021787852048874, "lr": 0.002, "mask_rcnn/accuracy": 0.8940572441774994, "mask_rcnn/false_negative": 0.09222458646734108, "mask_rcnn/false_positive": 0.10956518989247052, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5570194569954765, "total_loss": 1.000294241355732} {"data_time": 0.011691349500324577, "eta_seconds": 29945.019083131156, "fast_rcnn/cls_accuracy": 0.95751953125, "fast_rcnn/false_negative": 0.28321256038647347, "fast_rcnn/fg_cls_accuracy": 0.6890826873385012, "iteration": 217299, "loss_box_reg": 0.20954272337257862, "loss_cls": 0.1687523080036044, "loss_mask": 0.22654719091951847, "loss_rpn_cls": 0.02863937633810565, "loss_rpn_loc": 0.07211872091284022, "loss_sem_seg": 0.22120834374800324, "lr": 0.002, "mask_rcnn/accuracy": 0.9011302437641724, "mask_rcnn/false_negative": 0.08698321772316767, "mask_rcnn/false_positive": 0.11440004694659467, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.5658012489948305, "total_loss": 0.9312802966742311} {"data_time": 0.012578227499034256, "eta_seconds": 29933.65496515118, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.26517029883857496, "fast_rcnn/fg_cls_accuracy": 0.6664468952289618, "iteration": 217319, "loss_box_reg": 0.1901229345239699, "loss_cls": 0.16065942333079875, "loss_mask": 0.2280796649865806, "loss_rpn_cls": 0.026553034796961583, "loss_rpn_loc": 0.06452538540179376, "loss_sem_seg": 0.2326660738326609, "lr": 0.002, "mask_rcnn/accuracy": 0.911919255512299, "mask_rcnn/false_negative": 0.07831560066288876, "mask_rcnn/false_positive": 0.10613797122413576, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5682220094968216, "total_loss": 0.9277070528041804} {"data_time": 0.011887363994901534, "eta_seconds": 29923.656057208507, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.21000565291124929, "fast_rcnn/fg_cls_accuracy": 0.7504040948275862, "iteration": 217339, "loss_box_reg": 0.20226095337420702, "loss_cls": 0.16083156550303102, "loss_mask": 0.233102282974869, "loss_rpn_cls": 0.03116127681278158, "loss_rpn_loc": 0.06624353065853938, "loss_sem_seg": 0.20411113020963967, "lr": 0.002, "mask_rcnn/accuracy": 0.8924918312584426, "mask_rcnn/false_negative": 0.0892943391269432, "mask_rcnn/false_positive": 0.11041893660517876, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.5830639125051675, "total_loss": 0.923206131439656} {"data_time": 0.012353326004813425, "eta_seconds": 29922.220671715637, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.3111049107142857, "fast_rcnn/fg_cls_accuracy": 0.66796875, "iteration": 217359, "loss_box_reg": 0.21861523855477571, "loss_cls": 0.17938870389480144, "loss_mask": 0.22865713061764836, "loss_rpn_cls": 0.031803472654246434, "loss_rpn_loc": 0.06699635664699599, "loss_sem_seg": 0.2268821313045919, "lr": 0.002, "mask_rcnn/accuracy": 0.891681169531571, "mask_rcnn/false_negative": 0.08632368751193767, "mask_rcnn/false_positive": 0.12915988447638382, "roi_head/num_bg_samples": 430.5, "roi_head/num_fg_samples": 81.5, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.5753475160090602, "total_loss": 0.9424768451644923} {"data_time": 0.013238407998869661, "eta_seconds": 29902.072395885, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.2614936440677966, "fast_rcnn/fg_cls_accuracy": 0.7271952479338843, "iteration": 217379, "loss_box_reg": 0.20863438048399985, "loss_cls": 0.17552530369721353, "loss_mask": 0.22449158038944006, "loss_rpn_cls": 0.02848605767940171, "loss_rpn_loc": 0.06899682067887625, "loss_sem_seg": 0.23278284119442105, "lr": 0.002, "mask_rcnn/accuracy": 0.911754396073071, "mask_rcnn/false_negative": 0.08068294767591058, "mask_rcnn/false_positive": 0.08548869163993737, "roi_head/num_bg_samples": 427.5, "roi_head/num_fg_samples": 84.5, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5599372384967864, "total_loss": 0.9621632255075383} {"data_time": 0.012239158495503943, "eta_seconds": 29881.437660174684, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.3017066233238521, "fast_rcnn/fg_cls_accuracy": 0.6473861283643892, "iteration": 217399, "loss_box_reg": 0.21695835096761584, "loss_cls": 0.1746005523018539, "loss_mask": 0.23310704808682203, "loss_rpn_cls": 0.027754567709052935, "loss_rpn_loc": 0.06328691501403227, "loss_sem_seg": 0.23025720613077283, "lr": 0.002, "mask_rcnn/accuracy": 0.8956838699252769, "mask_rcnn/false_negative": 0.08424148029222389, "mask_rcnn/false_positive": 0.11913621312003915, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5650897620071191, "total_loss": 0.9397014492860762} {"data_time": 0.01242356099828612, "eta_seconds": 29876.83437525131, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.2590106732348112, "fast_rcnn/fg_cls_accuracy": 0.7194634703196348, "iteration": 217419, "loss_box_reg": 0.20020105922594666, "loss_cls": 0.16006411705166101, "loss_mask": 0.21653353376314044, "loss_rpn_cls": 0.026850838170503266, "loss_rpn_loc": 0.059513041236641584, "loss_sem_seg": 0.20349443331360817, "lr": 0.002, "mask_rcnn/accuracy": 0.909777277682803, "mask_rcnn/false_negative": 0.08069841906656644, "mask_rcnn/false_positive": 0.10661535048938281, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5780285665023257, "total_loss": 0.9035832942972775} {"data_time": 0.012148995003371965, "eta_seconds": 29872.092654100466, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.197265625, "fast_rcnn/fg_cls_accuracy": 0.7536272321428572, "iteration": 217439, "loss_box_reg": 0.21274540107697248, "loss_cls": 0.17772070947103202, "loss_mask": 0.2374484962783754, "loss_rpn_cls": 0.03140066840569489, "loss_rpn_loc": 0.07663076143944636, "loss_sem_seg": 0.23209744272753596, "lr": 0.002, "mask_rcnn/accuracy": 0.8940441724862702, "mask_rcnn/false_negative": 0.090276944737003, "mask_rcnn/false_positive": 0.12818352569305255, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.570005472000048, "total_loss": 0.9773181964701507} {"data_time": 0.011912383000890259, "eta_seconds": 29855.468238388792, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.2577129443326627, "fast_rcnn/fg_cls_accuracy": 0.6666666666666666, "iteration": 217459, "loss_box_reg": 0.19556502904742956, "loss_cls": 0.16269511333666742, "loss_mask": 0.2202883125282824, "loss_rpn_cls": 0.027663867014780408, "loss_rpn_loc": 0.06423725371132605, "loss_sem_seg": 0.2163260499946773, "lr": 0.002, "mask_rcnn/accuracy": 0.9039844305882132, "mask_rcnn/false_negative": 0.0720260510378859, "mask_rcnn/false_positive": 0.13654561405439775, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5575904639918008, "total_loss": 0.8801996352176502} {"data_time": 0.01244728900201153, "eta_seconds": 29842.742021311387, "fast_rcnn/cls_accuracy": 0.96044921875, "fast_rcnn/false_negative": 0.20770555316401207, "fast_rcnn/fg_cls_accuracy": 0.7345740808154351, "iteration": 217479, "loss_box_reg": 0.2036712714470923, "loss_cls": 0.16260952898301184, "loss_mask": 0.23408339777961373, "loss_rpn_cls": 0.0284080957826518, "loss_rpn_loc": 0.07460459880530834, "loss_sem_seg": 0.23757720133289695, "lr": 0.002, "mask_rcnn/accuracy": 0.9148200341964743, "mask_rcnn/false_negative": 0.0760901740296634, "mask_rcnn/false_positive": 0.07937819866496988, "roi_head/num_bg_samples": 462.75, "roi_head/num_fg_samples": 49.25, "rpn/num_neg_anchors": 237.25, "rpn/num_pos_anchors": 18.75, "time": 0.5695260249995044, "total_loss": 0.9489698103279807} {"data_time": 0.0120786629995564, "eta_seconds": 29824.629923325243, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.27281563883788745, "fast_rcnn/fg_cls_accuracy": 0.7013710747456877, "iteration": 217499, "loss_box_reg": 0.20380959066096693, "loss_cls": 0.16698815359268337, "loss_mask": 0.22739309817552567, "loss_rpn_cls": 0.027041613589972258, "loss_rpn_loc": 0.0638474316438078, "loss_sem_seg": 0.20709481090307236, "lr": 0.002, "mask_rcnn/accuracy": 0.8969844025272447, "mask_rcnn/false_negative": 0.09058047259845253, "mask_rcnn/false_positive": 0.12716823907428484, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.5601786745028221, "total_loss": 0.9515200263740553} {"data_time": 0.011843230000522453, "eta_seconds": 29800.82358278703, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.23942428035043806, "fast_rcnn/fg_cls_accuracy": 0.7085970464135021, "iteration": 217519, "loss_box_reg": 0.20622965646907687, "loss_cls": 0.1709668613038957, "loss_mask": 0.22187776258215308, "loss_rpn_cls": 0.02540656761630089, "loss_rpn_loc": 0.04645699996035546, "loss_sem_seg": 0.21952892374247313, "lr": 0.002, "mask_rcnn/accuracy": 0.9158540169894489, "mask_rcnn/false_negative": 0.07668118210644748, "mask_rcnn/false_positive": 0.11506029626974404, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5629482514996198, "total_loss": 0.9108266390539939} {"data_time": 0.011975254499702714, "eta_seconds": 29792.506472947673, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.2274134737816877, "fast_rcnn/fg_cls_accuracy": 0.7547091527674052, "iteration": 217539, "loss_box_reg": 0.20153845380991697, "loss_cls": 0.15776746277697384, "loss_mask": 0.23951648455113173, "loss_rpn_cls": 0.027569385869355756, "loss_rpn_loc": 0.06214876932790503, "loss_sem_seg": 0.2245544078759849, "lr": 0.002, "mask_rcnn/accuracy": 0.9094292496685007, "mask_rcnn/false_negative": 0.09564671544773175, "mask_rcnn/false_positive": 0.09657357307636252, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5682139560012729, "total_loss": 0.9436120619575377} {"data_time": 0.012027371500153095, "eta_seconds": 29787.926194274296, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.2698478235224726, "fast_rcnn/fg_cls_accuracy": 0.6988616255750855, "iteration": 217559, "loss_box_reg": 0.2147557851858437, "loss_cls": 0.1733211949467659, "loss_mask": 0.23975714668631554, "loss_rpn_cls": 0.025909856005455367, "loss_rpn_loc": 0.06502587310387753, "loss_sem_seg": 0.22866030037403107, "lr": 0.002, "mask_rcnn/accuracy": 0.8977173096978306, "mask_rcnn/false_negative": 0.08765326366063238, "mask_rcnn/false_positive": 0.11810015605230484, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5660457245030557, "total_loss": 0.9304173889031517} {"data_time": 0.012235133501235396, "eta_seconds": 29769.79054570805, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.2625545851528384, "fast_rcnn/fg_cls_accuracy": 0.7350461133069829, "iteration": 217579, "loss_box_reg": 0.21210028254427016, "loss_cls": 0.15904021239839494, "loss_mask": 0.23349734116345644, "loss_rpn_cls": 0.02558691478043329, "loss_rpn_loc": 0.05309794933418743, "loss_sem_seg": 0.2606949636247009, "lr": 0.002, "mask_rcnn/accuracy": 0.8969942884927358, "mask_rcnn/false_negative": 0.09971000942731012, "mask_rcnn/false_positive": 0.12101368022177521, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 0.5690546319965506, "total_loss": 0.9565829389539431} {"data_time": 0.011845183500554413, "eta_seconds": 29767.8221864758, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.28928571428571426, "fast_rcnn/fg_cls_accuracy": 0.6651515151515152, "iteration": 217599, "loss_box_reg": 0.19937675958499312, "loss_cls": 0.16883220057934523, "loss_mask": 0.23489978397265077, "loss_rpn_cls": 0.025946551118977368, "loss_rpn_loc": 0.05581338572665118, "loss_sem_seg": 0.23771680425852537, "lr": 0.002, "mask_rcnn/accuracy": 0.9033686926605504, "mask_rcnn/false_negative": 0.08966937678673687, "mask_rcnn/false_positive": 0.10992365011669289, "roi_head/num_bg_samples": 431.0, "roi_head/num_fg_samples": 81.0, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5734907959995326, "total_loss": 0.9500237902248045} {"data_time": 0.012561551498947665, "eta_seconds": 29760.20150678455, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.26682054924242427, "fast_rcnn/fg_cls_accuracy": 0.7038730053191489, "iteration": 217619, "loss_box_reg": 0.21154186828061938, "loss_cls": 0.17709708726033568, "loss_mask": 0.23206068109720945, "loss_rpn_cls": 0.02874196704942733, "loss_rpn_loc": 0.06211798737058416, "loss_sem_seg": 0.19413458555936813, "lr": 0.002, "mask_rcnn/accuracy": 0.9072731328000648, "mask_rcnn/false_negative": 0.08185978568241428, "mask_rcnn/false_positive": 0.09432165084242576, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 237.5, "rpn/num_pos_anchors": 18.5, "time": 0.5608296420032275, "total_loss": 0.9424523934649187} {"data_time": 0.011838496997370385, "eta_seconds": 29748.838531084664, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.29039731263755353, "fast_rcnn/fg_cls_accuracy": 0.6889841306614155, "iteration": 217639, "loss_box_reg": 0.1986026728991419, "loss_cls": 0.16625817422755063, "loss_mask": 0.22409102134406567, "loss_rpn_cls": 0.02921574961510487, "loss_rpn_loc": 0.06374726616195403, "loss_sem_seg": 0.22326071187853813, "lr": 0.002, "mask_rcnn/accuracy": 0.9105144229506474, "mask_rcnn/false_negative": 0.0741310778370032, "mask_rcnn/false_positive": 0.10331518919113647, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5634004614985315, "total_loss": 0.9131258126326429} {"data_time": 0.012195137998787686, "eta_seconds": 29731.123451774583, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.28159629875886527, "fast_rcnn/fg_cls_accuracy": 0.6885602678571429, "iteration": 217659, "loss_box_reg": 0.20317304600030184, "loss_cls": 0.16493779758457094, "loss_mask": 0.23351746145635843, "loss_rpn_cls": 0.023698462668107823, "loss_rpn_loc": 0.059333466342650354, "loss_sem_seg": 0.2102027323562652, "lr": 0.002, "mask_rcnn/accuracy": 0.8940768551683426, "mask_rcnn/false_negative": 0.09761386146427697, "mask_rcnn/false_positive": 0.10545956367014431, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5521409110006061, "total_loss": 0.9113756603037473} {"data_time": 0.012606144999153912, "eta_seconds": 29726.112579684894, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.25260416666666663, "fast_rcnn/fg_cls_accuracy": 0.7168109668109668, "iteration": 217679, "loss_box_reg": 0.2171546365134418, "loss_cls": 0.17944280139636248, "loss_mask": 0.24612665502354503, "loss_rpn_cls": 0.028807889102608897, "loss_rpn_loc": 0.0598078197799623, "loss_sem_seg": 0.23635946004651487, "lr": 0.002, "mask_rcnn/accuracy": 0.8909106611394557, "mask_rcnn/false_negative": 0.09969603469393315, "mask_rcnn/false_positive": 0.11659441429350513, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5683709095028462, "total_loss": 0.989038105122745} {"data_time": 0.013991097504913341, "eta_seconds": 29729.992626171115, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.27125563063063063, "fast_rcnn/fg_cls_accuracy": 0.7060305203162346, "iteration": 217699, "loss_box_reg": 0.22227888507768512, "loss_cls": 0.16824461799114943, "loss_mask": 0.23674054071307182, "loss_rpn_cls": 0.023991361216758378, "loss_rpn_loc": 0.06529645691625774, "loss_sem_seg": 0.19923961063614115, "lr": 0.002, "mask_rcnn/accuracy": 0.8918298841818071, "mask_rcnn/false_negative": 0.10972680913912475, "mask_rcnn/false_positive": 0.10272302943688415, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5800926295050886, "total_loss": 0.9247993596218294} {"data_time": 0.012063203503203113, "eta_seconds": 29708.93907975575, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.3074206866579748, "fast_rcnn/fg_cls_accuracy": 0.6577144120247569, "iteration": 217719, "loss_box_reg": 0.19963635923340917, "loss_cls": 0.16474110400304198, "loss_mask": 0.23435039445757866, "loss_rpn_cls": 0.02515134204077185, "loss_rpn_loc": 0.051242923727841116, "loss_sem_seg": 0.2296356474980712, "lr": 0.002, "mask_rcnn/accuracy": 0.8876256292358509, "mask_rcnn/false_negative": 0.09632540869838482, "mask_rcnn/false_positive": 0.1169155986663658, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5613744330039481, "total_loss": 0.8944649546356231} {"data_time": 0.012606604002940003, "eta_seconds": 29697.57397997581, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.2681600294985251, "fast_rcnn/fg_cls_accuracy": 0.7232220767888307, "iteration": 217739, "loss_box_reg": 0.19591746758669615, "loss_cls": 0.15979336109012365, "loss_mask": 0.22304988047108054, "loss_rpn_cls": 0.02451772319182055, "loss_rpn_loc": 0.05879344081040472, "loss_sem_seg": 0.22968329675495625, "lr": 0.002, "mask_rcnn/accuracy": 0.9149522528812748, "mask_rcnn/false_negative": 0.07746998039398714, "mask_rcnn/false_positive": 0.09754485605276696, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5671482040052069, "total_loss": 0.8885701569088269} {"data_time": 0.01255937249516137, "eta_seconds": 29671.865094845765, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.23591416146719607, "fast_rcnn/fg_cls_accuracy": 0.7528525161933234, "iteration": 217759, "loss_box_reg": 0.20074354368261993, "loss_cls": 0.16846640780568123, "loss_mask": 0.22587489802390337, "loss_rpn_cls": 0.025096371757172165, "loss_rpn_loc": 0.051723992510233074, "loss_sem_seg": 0.21025252295657992, "lr": 0.002, "mask_rcnn/accuracy": 0.8994692040579297, "mask_rcnn/false_negative": 0.07507598513808841, "mask_rcnn/false_positive": 0.1131884595162696, "roi_head/num_bg_samples": 433.0, "roi_head/num_fg_samples": 79.0, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5656672609911766, "total_loss": 0.9213398215451889} {"data_time": 0.011938142000872176, "eta_seconds": 29660.505486455862, "fast_rcnn/cls_accuracy": 0.96484375, "fast_rcnn/false_negative": 0.19036370119450882, "fast_rcnn/fg_cls_accuracy": 0.796538496051687, "iteration": 217779, "loss_box_reg": 0.1977979145012796, "loss_cls": 0.16489035077393055, "loss_mask": 0.2216486781835556, "loss_rpn_cls": 0.027566538738028612, "loss_rpn_loc": 0.05188170666224323, "loss_sem_seg": 0.23054710868746042, "lr": 0.002, "mask_rcnn/accuracy": 0.9074052388812668, "mask_rcnn/false_negative": 0.07607414814625457, "mask_rcnn/false_positive": 0.10577126394787903, "roi_head/num_bg_samples": 459.0, "roi_head/num_fg_samples": 53.0, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.568435977496847, "total_loss": 0.8717780457700428} {"data_time": 0.013357384494156577, "eta_seconds": 29633.40375322679, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.22894881673087508, "fast_rcnn/fg_cls_accuracy": 0.719751866490997, "iteration": 217799, "loss_box_reg": 0.20622954156715423, "loss_cls": 0.16989019908942282, "loss_mask": 0.23213487677276134, "loss_rpn_cls": 0.024030391483393032, "loss_rpn_loc": 0.06332883262075484, "loss_sem_seg": 0.23371165664866567, "lr": 0.002, "mask_rcnn/accuracy": 0.904029415995397, "mask_rcnn/false_negative": 0.08272409452682315, "mask_rcnn/false_positive": 0.11655136214024574, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5691711795006995, "total_loss": 0.9110048860502502} {"data_time": 0.012056020503223408, "eta_seconds": 29608.407349095047, "fast_rcnn/cls_accuracy": 0.9560546875, "fast_rcnn/false_negative": 0.20563725490196078, "fast_rcnn/fg_cls_accuracy": 0.7558237929318068, "iteration": 217819, "loss_box_reg": 0.19686008198186755, "loss_cls": 0.15609503141604364, "loss_mask": 0.22891288297250867, "loss_rpn_cls": 0.02919268134428421, "loss_rpn_loc": 0.06411697805742733, "loss_sem_seg": 0.2395329570863396, "lr": 0.002, "mask_rcnn/accuracy": 0.8942757417457429, "mask_rcnn/false_negative": 0.09036946411880117, "mask_rcnn/false_positive": 0.11650136991253555, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 240.25, "rpn/num_pos_anchors": 15.75, "time": 0.5594372205014224, "total_loss": 0.9086390106440376} {"data_time": 0.012236069989739917, "eta_seconds": 29615.63186393505, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.2893911812297735, "fast_rcnn/fg_cls_accuracy": 0.6940287558685445, "iteration": 217839, "loss_box_reg": 0.20854965201579034, "loss_cls": 0.17093544360250235, "loss_mask": 0.2346717258915305, "loss_rpn_cls": 0.025562504817571607, "loss_rpn_loc": 0.06098812508571427, "loss_sem_seg": 0.2039997826796025, "lr": 0.002, "mask_rcnn/accuracy": 0.8986909526741731, "mask_rcnn/false_negative": 0.08686676091510254, "mask_rcnn/false_positive": 0.11363499238753419, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.577486174996011, "total_loss": 0.8934786060490296} {"data_time": 0.012352451500191819, "eta_seconds": 29616.116990337527, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.17248327250608272, "fast_rcnn/fg_cls_accuracy": 0.7937869822485207, "iteration": 217859, "loss_box_reg": 0.1997386037837714, "loss_cls": 0.16110334312543273, "loss_mask": 0.22644669003784657, "loss_rpn_cls": 0.02398504869779572, "loss_rpn_loc": 0.0631243194657145, "loss_sem_seg": 0.19359433674253523, "lr": 0.002, "mask_rcnn/accuracy": 0.89698599875144, "mask_rcnn/false_negative": 0.06881485445033661, "mask_rcnn/false_positive": 0.13480037573450732, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5710023524879944, "total_loss": 0.8753969863610109} {"data_time": 0.013672530505573377, "eta_seconds": 29626.41054429584, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.24791144527986633, "fast_rcnn/fg_cls_accuracy": 0.7520885547201337, "iteration": 217879, "loss_box_reg": 0.20591574162244797, "loss_cls": 0.1718014315702021, "loss_mask": 0.23202292993664742, "loss_rpn_cls": 0.025986167122027837, "loss_rpn_loc": 0.06031038792571053, "loss_sem_seg": 0.21710427710786462, "lr": 0.002, "mask_rcnn/accuracy": 0.9140112450222506, "mask_rcnn/false_negative": 0.07965508836789914, "mask_rcnn/false_positive": 0.09875691898553571, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5817438489902997, "total_loss": 0.9034943418810144} {"data_time": 0.01255504299479071, "eta_seconds": 29629.765940942933, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.27192185370286237, "fast_rcnn/fg_cls_accuracy": 0.7004557430748416, "iteration": 217899, "loss_box_reg": 0.22577545186504722, "loss_cls": 0.1836779562290758, "loss_mask": 0.2302713030949235, "loss_rpn_cls": 0.02959480811841786, "loss_rpn_loc": 0.07535159049439244, "loss_sem_seg": 0.1988521721214056, "lr": 0.002, "mask_rcnn/accuracy": 0.8950326718084212, "mask_rcnn/false_negative": 0.09201854287683889, "mask_rcnn/false_positive": 0.11218221277741897, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.573851900997397, "total_loss": 0.9550302846255363} {"data_time": 0.013130764004017692, "eta_seconds": 29634.564707865742, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.2563512145748988, "fast_rcnn/fg_cls_accuracy": 0.7109375, "iteration": 217919, "loss_box_reg": 0.20879297330975533, "loss_cls": 0.1668637088732794, "loss_mask": 0.231737126596272, "loss_rpn_cls": 0.029938579864392523, "loss_rpn_loc": 0.0669201415439602, "loss_sem_seg": 0.2295810580253601, "lr": 0.002, "mask_rcnn/accuracy": 0.9189486341411565, "mask_rcnn/false_negative": 0.0778468728889674, "mask_rcnn/false_positive": 0.09283574576766275, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5709641729990835, "total_loss": 0.9412702820263803} {"data_time": 0.011862139996082988, "eta_seconds": 29618.27709916968, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.2178811121764142, "fast_rcnn/fg_cls_accuracy": 0.7515979546180889, "iteration": 217939, "loss_box_reg": 0.2031301180832088, "loss_cls": 0.16919713467359543, "loss_mask": 0.23247426748275757, "loss_rpn_cls": 0.025515470886602998, "loss_rpn_loc": 0.05885041950386949, "loss_sem_seg": 0.21351202903315425, "lr": 0.002, "mask_rcnn/accuracy": 0.9030441992814442, "mask_rcnn/false_negative": 0.09990868993541421, "mask_rcnn/false_positive": 0.10633107587440008, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5739142879974679, "total_loss": 0.8965738078550203} {"data_time": 0.012564801509142853, "eta_seconds": 29601.784290402655, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.26399740638677255, "fast_rcnn/fg_cls_accuracy": 0.7069527324120604, "iteration": 217959, "loss_box_reg": 0.20665665715932846, "loss_cls": 0.1705439044162631, "loss_mask": 0.24003643076866865, "loss_rpn_cls": 0.028115077751863282, "loss_rpn_loc": 0.05929572437889874, "loss_sem_seg": 0.2181489213835448, "lr": 0.002, "mask_rcnn/accuracy": 0.8809390943877551, "mask_rcnn/false_negative": 0.08829616520559334, "mask_rcnn/false_positive": 0.12946222767891208, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.5698137715007761, "total_loss": 0.9532444555079564} {"data_time": 0.011693174004903995, "eta_seconds": 29578.299888523565, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.24071191365711914, "fast_rcnn/fg_cls_accuracy": 0.7470826991374937, "iteration": 217979, "loss_box_reg": 0.20297855604439974, "loss_cls": 0.159832994453609, "loss_mask": 0.24032504437491298, "loss_rpn_cls": 0.02825849562213989, "loss_rpn_loc": 0.06888460012851283, "loss_sem_seg": 0.223886305000633, "lr": 0.002, "mask_rcnn/accuracy": 0.8942262381291246, "mask_rcnn/false_negative": 0.08629078517370296, "mask_rcnn/false_positive": 0.13024626554122287, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5526989234931534, "total_loss": 0.9347229917475488} {"data_time": 0.013129907500115223, "eta_seconds": 29579.03162670257, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.29038461538461535, "fast_rcnn/fg_cls_accuracy": 0.700487012987013, "iteration": 217999, "loss_box_reg": 0.19240930653177202, "loss_cls": 0.16276292176917195, "loss_mask": 0.22802958311513066, "loss_rpn_cls": 0.027860234975378262, "loss_rpn_loc": 0.06143574873567559, "loss_sem_seg": 0.19149644253775477, "lr": 0.002, "mask_rcnn/accuracy": 0.8994653724953894, "mask_rcnn/false_negative": 0.08155079776037935, "mask_rcnn/false_positive": 0.11964794189539782, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5699080289996346, "total_loss": 0.8934573908954917} {"data_time": 0.013010151000344194, "eta_seconds": 29572.763909489622, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.22983471074380166, "fast_rcnn/fg_cls_accuracy": 0.744093023255814, "iteration": 218019, "loss_box_reg": 0.20333073218353093, "loss_cls": 0.17736045829951763, "loss_mask": 0.2341841533780098, "loss_rpn_cls": 0.02484902670403244, "loss_rpn_loc": 0.0703110210451996, "loss_sem_seg": 0.25153210340067744, "lr": 0.002, "mask_rcnn/accuracy": 0.8944523185008859, "mask_rcnn/false_negative": 0.08909225383087915, "mask_rcnn/false_positive": 0.11496821073610777, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 236.0, "rpn/num_pos_anchors": 20.0, "time": 0.5690768634958658, "total_loss": 0.9507385176111711} {"data_time": 0.011772231504437514, "eta_seconds": 29566.283611785715, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.2247463768115942, "fast_rcnn/fg_cls_accuracy": 0.6864052287581699, "iteration": 218039, "loss_box_reg": 0.22585739474743605, "loss_cls": 0.18166773952543736, "loss_mask": 0.23263363912701607, "loss_rpn_cls": 0.029864338983315974, "loss_rpn_loc": 0.06339944893261418, "loss_sem_seg": 0.23425070010125637, "lr": 0.002, "mask_rcnn/accuracy": 0.9125064549399462, "mask_rcnn/false_negative": 0.07705159147390556, "mask_rcnn/false_positive": 0.10211397519588353, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.573690508994332, "total_loss": 1.0079671416970086} {"data_time": 0.011516829996253364, "eta_seconds": 29544.902631152443, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.22037556658752427, "fast_rcnn/fg_cls_accuracy": 0.7280898521420447, "iteration": 218059, "loss_box_reg": 0.20312148006632924, "loss_cls": 0.17214284022338688, "loss_mask": 0.22298699244856834, "loss_rpn_cls": 0.027183917435650073, "loss_rpn_loc": 0.056748428905848414, "loss_sem_seg": 0.23876817803829908, "lr": 0.002, "mask_rcnn/accuracy": 0.9119782394626624, "mask_rcnn/false_negative": 0.08346595690502259, "mask_rcnn/false_positive": 0.11114042359638356, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5607793645031052, "total_loss": 0.9526461926870979} {"data_time": 0.012823315497371368, "eta_seconds": 29547.57116329977, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.247837030045619, "fast_rcnn/fg_cls_accuracy": 0.7396439575487846, "iteration": 218079, "loss_box_reg": 0.20639529591426253, "loss_cls": 0.1673766642343253, "loss_mask": 0.2229432063177228, "loss_rpn_cls": 0.02973433736769948, "loss_rpn_loc": 0.0534877784375567, "loss_sem_seg": 0.21821254352107644, "lr": 0.002, "mask_rcnn/accuracy": 0.9114209971746136, "mask_rcnn/false_negative": 0.09692786309540344, "mask_rcnn/false_positive": 0.08715611267608321, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.5744800654938444, "total_loss": 0.9091233169619954} {"data_time": 0.012729625494102947, "eta_seconds": 29556.10619696328, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.25344162436548223, "fast_rcnn/fg_cls_accuracy": 0.7343125960061444, "iteration": 218099, "loss_box_reg": 0.21543281653430313, "loss_cls": 0.1694490760564804, "loss_mask": 0.23706984613090754, "loss_rpn_cls": 0.025627095957588608, "loss_rpn_loc": 0.06300705866306089, "loss_sem_seg": 0.23199374950490892, "lr": 0.002, "mask_rcnn/accuracy": 0.9056250487456129, "mask_rcnn/false_negative": 0.08702784034052638, "mask_rcnn/false_positive": 0.10634710886983652, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5790071270093904, "total_loss": 0.9484417622734327} {"data_time": 0.012226229497173335, "eta_seconds": 29542.138112838657, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.2743055555555556, "fast_rcnn/fg_cls_accuracy": 0.7198464912280702, "iteration": 218119, "loss_box_reg": 0.21892878389917314, "loss_cls": 0.17844528588466346, "loss_mask": 0.23062716238200665, "loss_rpn_cls": 0.030786547489697114, "loss_rpn_loc": 0.06319737384910695, "loss_sem_seg": 0.25361451879143715, "lr": 0.002, "mask_rcnn/accuracy": 0.9009710817920918, "mask_rcnn/false_negative": 0.09553299029541196, "mask_rcnn/false_positive": 0.10418848165994832, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5748537504987326, "total_loss": 0.976847258170892} {"data_time": 0.01183714249782497, "eta_seconds": 29514.311334578473, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.2314044605183846, "fast_rcnn/fg_cls_accuracy": 0.734940750493746, "iteration": 218139, "loss_box_reg": 0.2048487556166947, "loss_cls": 0.16796841099858284, "loss_mask": 0.23555854940786958, "loss_rpn_cls": 0.030525476759066805, "loss_rpn_loc": 0.06266100331413327, "loss_sem_seg": 0.2196054548257962, "lr": 0.002, "mask_rcnn/accuracy": 0.8954255420918368, "mask_rcnn/false_negative": 0.08080374805358526, "mask_rcnn/false_positive": 0.12802401995887747, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.5652682605068549, "total_loss": 0.9549675770977046} {"data_time": 0.012100682506570593, "eta_seconds": 29516.736842309845, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.3033088235294118, "fast_rcnn/fg_cls_accuracy": 0.6586575500770416, "iteration": 218159, "loss_box_reg": 0.21842863084748387, "loss_cls": 0.17513469327241182, "loss_mask": 0.24739391170442104, "loss_rpn_cls": 0.030828540286165662, "loss_rpn_loc": 0.05891303965472616, "loss_sem_seg": 0.24033771781250834, "lr": 0.002, "mask_rcnn/accuracy": 0.8963828680925765, "mask_rcnn/false_negative": 0.09028268066975867, "mask_rcnn/false_positive": 0.12301847503778031, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.5758135100040818, "total_loss": 0.9524791938310955} {"data_time": 0.012905999501526821, "eta_seconds": 29507.972844498217, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.2704628035953337, "fast_rcnn/fg_cls_accuracy": 0.7270243417784401, "iteration": 218179, "loss_box_reg": 0.22830432560294867, "loss_cls": 0.1786210376303643, "loss_mask": 0.22955280356109142, "loss_rpn_cls": 0.027515050780493766, "loss_rpn_loc": 0.06057055275414314, "loss_sem_seg": 0.23755033407360315, "lr": 0.002, "mask_rcnn/accuracy": 0.9048828981085, "mask_rcnn/false_negative": 0.07480720619115644, "mask_rcnn/false_positive": 0.12480518715846813, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5659839759973693, "total_loss": 0.9662139182619285} {"data_time": 0.013339549499505665, "eta_seconds": 29499.159112712565, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.22591575091575092, "fast_rcnn/fg_cls_accuracy": 0.7411672781627938, "iteration": 218199, "loss_box_reg": 0.20459706149995327, "loss_cls": 0.1615118143381551, "loss_mask": 0.2167042912915349, "loss_rpn_cls": 0.027292510523693636, "loss_rpn_loc": 0.05875133688095957, "loss_sem_seg": 0.22673494927585125, "lr": 0.002, "mask_rcnn/accuracy": 0.9168329980987235, "mask_rcnn/false_negative": 0.08414950300369942, "mask_rcnn/false_positive": 0.1002367000460242, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5720924160050345, "total_loss": 0.8931160973952501} {"data_time": 0.012446267501218244, "eta_seconds": 29482.57461143971, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.22637110016420361, "fast_rcnn/fg_cls_accuracy": 0.7541980962643677, "iteration": 218219, "loss_box_reg": 0.2224398418329656, "loss_cls": 0.1766405968228355, "loss_mask": 0.23550248332321644, "loss_rpn_cls": 0.03205999590227293, "loss_rpn_loc": 0.0727807026996743, "loss_sem_seg": 0.23316028295084834, "lr": 0.002, "mask_rcnn/accuracy": 0.8979004917184266, "mask_rcnn/false_negative": 0.09043063342523738, "mask_rcnn/false_positive": 0.10459180707756105, "roi_head/num_bg_samples": 421.75, "roi_head/num_fg_samples": 90.25, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.5718047720001778, "total_loss": 0.9814482965739444} {"data_time": 0.011963294993620366, "eta_seconds": 29457.400917628205, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.2801519468186135, "fast_rcnn/fg_cls_accuracy": 0.6880071405387862, "iteration": 218239, "loss_box_reg": 0.20888046780601144, "loss_cls": 0.16843861807137728, "loss_mask": 0.22547350032255054, "loss_rpn_cls": 0.02745582108036615, "loss_rpn_loc": 0.057900879270164296, "loss_sem_seg": 0.2360419116448611, "lr": 0.002, "mask_rcnn/accuracy": 0.8968548212621489, "mask_rcnn/false_negative": 0.08298442836838993, "mask_rcnn/false_positive": 0.11684823982426402, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5655529935029335, "total_loss": 1.0208134809217881} {"data_time": 0.01148650800314499, "eta_seconds": 29436.224340449444, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.29462789138451223, "fast_rcnn/fg_cls_accuracy": 0.6665347944771927, "iteration": 218259, "loss_box_reg": 0.21903360774740577, "loss_cls": 0.17439675889909267, "loss_mask": 0.238106326200068, "loss_rpn_cls": 0.031827657876419835, "loss_rpn_loc": 0.0708424329823174, "loss_sem_seg": 0.22440122021362185, "lr": 0.002, "mask_rcnn/accuracy": 0.9032370984107929, "mask_rcnn/false_negative": 0.0756158560162047, "mask_rcnn/false_positive": 0.11516534277966725, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5686553830018966, "total_loss": 0.9927624645206379} {"data_time": 0.011942952995013911, "eta_seconds": 29448.412380569578, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.29964949514438227, "fast_rcnn/fg_cls_accuracy": 0.6841115184256222, "iteration": 218279, "loss_box_reg": 0.22006089589558542, "loss_cls": 0.1711435066536069, "loss_mask": 0.22565424209460616, "loss_rpn_cls": 0.02822971546993358, "loss_rpn_loc": 0.05496726953424513, "loss_sem_seg": 0.24475389660801739, "lr": 0.002, "mask_rcnn/accuracy": 0.9007454308778305, "mask_rcnn/false_negative": 0.0840531751628034, "mask_rcnn/false_positive": 0.09696098055735589, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.570647189997544, "total_loss": 0.9705073797504156} {"data_time": 0.011987209509243257, "eta_seconds": 29455.328313543592, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.2268532012047022, "fast_rcnn/fg_cls_accuracy": 0.7462568951930654, "iteration": 218299, "loss_box_reg": 0.21006361860781908, "loss_cls": 0.16162752313539386, "loss_mask": 0.22068019630387425, "loss_rpn_cls": 0.03237849997822195, "loss_rpn_loc": 0.06429215427488089, "loss_sem_seg": 0.23057901649735868, "lr": 0.002, "mask_rcnn/accuracy": 0.8983150580674258, "mask_rcnn/false_negative": 0.08237642300583117, "mask_rcnn/false_positive": 0.10458559087791167, "roi_head/num_bg_samples": 431.25, "roi_head/num_fg_samples": 80.75, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.5751187005007523, "total_loss": 0.9274497464684828} {"data_time": 0.011472106991277542, "eta_seconds": 29452.711013287248, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.27914360881792616, "fast_rcnn/fg_cls_accuracy": 0.713000268600591, "iteration": 218319, "loss_box_reg": 0.2176617393270135, "loss_cls": 0.1831835019402206, "loss_mask": 0.23113042348995805, "loss_rpn_cls": 0.03295488783987821, "loss_rpn_loc": 0.060194678662810475, "loss_sem_seg": 0.2349976464174688, "lr": 0.002, "mask_rcnn/accuracy": 0.8958994844261803, "mask_rcnn/false_negative": 0.0892250420117436, "mask_rcnn/false_positive": 0.11315138025000712, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.5752745139980107, "total_loss": 0.9976718229590915} {"data_time": 0.011601957499806304, "eta_seconds": 29426.250871112257, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.3410668615272196, "fast_rcnn/fg_cls_accuracy": 0.6273170613354038, "iteration": 218339, "loss_box_reg": 0.23295336728915572, "loss_cls": 0.18290089210495353, "loss_mask": 0.23470903234556317, "loss_rpn_cls": 0.03032430450548418, "loss_rpn_loc": 0.0690883410279639, "loss_sem_seg": 0.22042775060981512, "lr": 0.002, "mask_rcnn/accuracy": 0.9067593490971364, "mask_rcnn/false_negative": 0.08992763871917506, "mask_rcnn/false_positive": 0.1103762340693076, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5687699430054636, "total_loss": 0.9819283317483496} {"data_time": 0.012460867495974526, "eta_seconds": 29396.86190017755, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.2812097293814433, "fast_rcnn/fg_cls_accuracy": 0.7187902706185567, "iteration": 218359, "loss_box_reg": 0.21278323966544122, "loss_cls": 0.1609775455435738, "loss_mask": 0.23266966501250863, "loss_rpn_cls": 0.028343787053017877, "loss_rpn_loc": 0.06514754152158275, "loss_sem_seg": 0.21982125286012888, "lr": 0.002, "mask_rcnn/accuracy": 0.8857102054821084, "mask_rcnn/false_negative": 0.09330376122566611, "mask_rcnn/false_positive": 0.11479061201476369, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.5608878189959796, "total_loss": 0.9420216748694656} {"data_time": 0.012477406999096274, "eta_seconds": 29385.47681394755, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.2466920715571081, "fast_rcnn/fg_cls_accuracy": 0.6922242254273504, "iteration": 218379, "loss_box_reg": 0.21613886288832873, "loss_cls": 0.17580368625931442, "loss_mask": 0.23131026420742273, "loss_rpn_cls": 0.03537879046052694, "loss_rpn_loc": 0.06951803585980088, "loss_sem_seg": 0.2178115218412131, "lr": 0.002, "mask_rcnn/accuracy": 0.8967800645194679, "mask_rcnn/false_negative": 0.07438685121544762, "mask_rcnn/false_positive": 0.11963600855721426, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5589593810000224, "total_loss": 1.000542537374713} {"data_time": 0.012580094502482098, "eta_seconds": 29386.274542884254, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.2720375106564365, "fast_rcnn/fg_cls_accuracy": 0.7021950189953567, "iteration": 218399, "loss_box_reg": 0.20664283144287765, "loss_cls": 0.16062568104825914, "loss_mask": 0.2291873712092638, "loss_rpn_cls": 0.030618567161582178, "loss_rpn_loc": 0.0717757568709203, "loss_sem_seg": 0.2123335567303002, "lr": 0.002, "mask_rcnn/accuracy": 0.8916776842210188, "mask_rcnn/false_negative": 0.09397342412578227, "mask_rcnn/false_positive": 0.12292307760776679, "roi_head/num_bg_samples": 426.75, "roi_head/num_fg_samples": 85.25, "rpn/num_neg_anchors": 202.25, "rpn/num_pos_anchors": 53.75, "time": 0.5771421384997666, "total_loss": 0.9319935516432452} {"data_time": 0.01238022049801657, "eta_seconds": 29374.88473472438, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.2810693641618497, "fast_rcnn/fg_cls_accuracy": 0.6762835770146209, "iteration": 218419, "loss_box_reg": 0.21897495491430163, "loss_cls": 0.16667818394489586, "loss_mask": 0.24254480237141252, "loss_rpn_cls": 0.027111600938951597, "loss_rpn_loc": 0.06078201680793427, "loss_sem_seg": 0.23888656357303262, "lr": 0.002, "mask_rcnn/accuracy": 0.893284728664193, "mask_rcnn/false_negative": 0.08747525021917149, "mask_rcnn/false_positive": 0.11113693695314841, "roi_head/num_bg_samples": 426.25, "roi_head/num_fg_samples": 85.75, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.579687224002555, "total_loss": 0.9530244372508605} {"data_time": 0.011622963997069746, "eta_seconds": 29361.200024043836, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.34642576590730556, "fast_rcnn/fg_cls_accuracy": 0.643796992481203, "iteration": 218439, "loss_box_reg": 0.20067916787229478, "loss_cls": 0.17018891428597271, "loss_mask": 0.242413442581892, "loss_rpn_cls": 0.03134565985237714, "loss_rpn_loc": 0.06880036531947553, "loss_sem_seg": 0.2427248158492148, "lr": 0.002, "mask_rcnn/accuracy": 0.8918790930551326, "mask_rcnn/false_negative": 0.10242065362979957, "mask_rcnn/false_positive": 0.12671070941137266, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5658324234973406, "total_loss": 0.9640187719060123} {"data_time": 0.012645685499592219, "eta_seconds": 29364.1723875428, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.2867169663242009, "fast_rcnn/fg_cls_accuracy": 0.6828670058139534, "iteration": 218459, "loss_box_reg": 0.225473347119987, "loss_cls": 0.17869364004582167, "loss_mask": 0.22602305840700865, "loss_rpn_cls": 0.030811237451416673, "loss_rpn_loc": 0.07620011270046234, "loss_sem_seg": 0.24407031247392297, "lr": 0.002, "mask_rcnn/accuracy": 0.8912584570402445, "mask_rcnn/false_negative": 0.0836461978574593, "mask_rcnn/false_positive": 0.1159940089320654, "roi_head/num_bg_samples": 456.5, "roi_head/num_fg_samples": 55.5, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5706651729997247, "total_loss": 0.9838436394929886} {"data_time": 0.01189814350072993, "eta_seconds": 29354.909706483893, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.2521186440677966, "fast_rcnn/fg_cls_accuracy": 0.7400688559322034, "iteration": 218479, "loss_box_reg": 0.21389477606862783, "loss_cls": 0.1678054304793477, "loss_mask": 0.2331197839230299, "loss_rpn_cls": 0.030299325511805364, "loss_rpn_loc": 0.06864171952474862, "loss_sem_seg": 0.25064064329490066, "lr": 0.002, "mask_rcnn/accuracy": 0.8844096461492459, "mask_rcnn/false_negative": 0.081799702238643, "mask_rcnn/false_positive": 0.1376790905440904, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5710777719941689, "total_loss": 0.9453442447957059} {"data_time": 0.012533130000520032, "eta_seconds": 29346.70845438796, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.2257742257742258, "fast_rcnn/fg_cls_accuracy": 0.7438490978676873, "iteration": 218499, "loss_box_reg": 0.18768270732834935, "loss_cls": 0.15855363057926297, "loss_mask": 0.22521396400406957, "loss_rpn_cls": 0.02819988949022445, "loss_rpn_loc": 0.06085398884897586, "loss_sem_seg": 0.2266673949197866, "lr": 0.002, "mask_rcnn/accuracy": 0.9015214344666438, "mask_rcnn/false_negative": 0.08214988782847787, "mask_rcnn/false_positive": 0.11513974041634624, "roi_head/num_bg_samples": 460.75, "roi_head/num_fg_samples": 51.25, "rpn/num_neg_anchors": 235.0, "rpn/num_pos_anchors": 21.0, "time": 0.560097499503172, "total_loss": 0.9231676733875247} {"data_time": 0.012359528998786118, "eta_seconds": 29350.689502857655, "fast_rcnn/cls_accuracy": 0.95751953125, "fast_rcnn/false_negative": 0.2643692564745196, "fast_rcnn/fg_cls_accuracy": 0.7199747155499368, "iteration": 218519, "loss_box_reg": 0.2244693054817617, "loss_cls": 0.17858900083228946, "loss_mask": 0.2320344322361052, "loss_rpn_cls": 0.03082514595007524, "loss_rpn_loc": 0.0778099590097554, "loss_sem_seg": 0.20834490098059177, "lr": 0.002, "mask_rcnn/accuracy": 0.9142184412009862, "mask_rcnn/false_negative": 0.08103932901213946, "mask_rcnn/false_positive": 0.09833455928636414, "roi_head/num_bg_samples": 458.5, "roi_head/num_fg_samples": 53.5, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5802237585012335, "total_loss": 0.9536048205918632} {"data_time": 0.01272137200430734, "eta_seconds": 29361.732225318658, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.22206896551724137, "fast_rcnn/fg_cls_accuracy": 0.7509523809523809, "iteration": 218539, "loss_box_reg": 0.2172568365931511, "loss_cls": 0.1803235448896885, "loss_mask": 0.2270813286304474, "loss_rpn_cls": 0.026282000108039938, "loss_rpn_loc": 0.06173538649454713, "loss_sem_seg": 0.21171172452159226, "lr": 0.002, "mask_rcnn/accuracy": 0.911937764352097, "mask_rcnn/false_negative": 0.09184815133313616, "mask_rcnn/false_positive": 0.08930388412223038, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5751531104979222, "total_loss": 0.9596264937426895} {"data_time": 0.012060064000252169, "eta_seconds": 29353.734979617388, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.255859375, "fast_rcnn/fg_cls_accuracy": 0.7332710597826086, "iteration": 218559, "loss_box_reg": 0.2161243879236281, "loss_cls": 0.16980203706771135, "loss_mask": 0.22704134369269013, "loss_rpn_cls": 0.024289924167533172, "loss_rpn_loc": 0.0572031241026707, "loss_sem_seg": 0.22551808203570545, "lr": 0.002, "mask_rcnn/accuracy": 0.9168385741080762, "mask_rcnn/false_negative": 0.07261879158632895, "mask_rcnn/false_positive": 0.10617126748767072, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5752967535008793, "total_loss": 0.8985119751341699} {"data_time": 0.012937081999552902, "eta_seconds": 29352.49655521245, "fast_rcnn/cls_accuracy": 0.95654296875, "fast_rcnn/false_negative": 0.24756686612356715, "fast_rcnn/fg_cls_accuracy": 0.7338752312979118, "iteration": 218579, "loss_box_reg": 0.22999123856425285, "loss_cls": 0.19006404792889953, "loss_mask": 0.2330410652793944, "loss_rpn_cls": 0.03200983555871062, "loss_rpn_loc": 0.06900292568025179, "loss_sem_seg": 0.23541375854983926, "lr": 0.002, "mask_rcnn/accuracy": 0.9035864902641219, "mask_rcnn/false_negative": 0.0794956538619129, "mask_rcnn/false_positive": 0.0919992213143514, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5804685599941877, "total_loss": 1.0160511270805728} {"data_time": 0.011982616000750568, "eta_seconds": 29327.498457348367, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.19638871173469388, "fast_rcnn/fg_cls_accuracy": 0.7645886479591837, "iteration": 218599, "loss_box_reg": 0.21535233105532825, "loss_cls": 0.16990541480481625, "loss_mask": 0.23221139423549175, "loss_rpn_cls": 0.02919584123446839, "loss_rpn_loc": 0.05744716661865823, "loss_sem_seg": 0.22995212627574801, "lr": 0.002, "mask_rcnn/accuracy": 0.9135811948029364, "mask_rcnn/false_negative": 0.07412302541611124, "mask_rcnn/false_positive": 0.0897190658412373, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5587495020008646, "total_loss": 0.9445742234297541} {"data_time": 0.012658580504648853, "eta_seconds": 29318.392872128672, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.2721150755384121, "fast_rcnn/fg_cls_accuracy": 0.7016734972677596, "iteration": 218619, "loss_box_reg": 0.20243298762943596, "loss_cls": 0.16862006578594446, "loss_mask": 0.22377562429755926, "loss_rpn_cls": 0.02974891019403003, "loss_rpn_loc": 0.06211776260170154, "loss_sem_seg": 0.22564542177133262, "lr": 0.002, "mask_rcnn/accuracy": 0.8981573593345789, "mask_rcnn/false_negative": 0.08485989334977456, "mask_rcnn/false_positive": 0.1208097465945073, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 195.25, "rpn/num_pos_anchors": 60.75, "time": 0.5688593845115975, "total_loss": 0.9367779690710449} {"data_time": 0.012381734006339684, "eta_seconds": 29318.24693359263, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.28489684074790456, "fast_rcnn/fg_cls_accuracy": 0.6991783323189288, "iteration": 218639, "loss_box_reg": 0.21372148673981428, "loss_cls": 0.18914179457351565, "loss_mask": 0.23866275185719132, "loss_rpn_cls": 0.030678837803861825, "loss_rpn_loc": 0.07194535300368443, "loss_sem_seg": 0.2180188912898302, "lr": 0.002, "mask_rcnn/accuracy": 0.8947596144178416, "mask_rcnn/false_negative": 0.10374275419903387, "mask_rcnn/false_positive": 0.11993434548787246, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5754147590050707, "total_loss": 0.9566689928178675} {"data_time": 0.013113262495608069, "eta_seconds": 29313.360557760025, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.258980231436837, "fast_rcnn/fg_cls_accuracy": 0.6787951486072237, "iteration": 218659, "loss_box_reg": 0.2044066684320569, "loss_cls": 0.16717997571686283, "loss_mask": 0.22577083203941584, "loss_rpn_cls": 0.031169898953521624, "loss_rpn_loc": 0.048128393216757104, "loss_sem_seg": 0.22711548977531493, "lr": 0.002, "mask_rcnn/accuracy": 0.8864127899423659, "mask_rcnn/false_negative": 0.09859300494147641, "mask_rcnn/false_positive": 0.10512337125797158, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5693078190015513, "total_loss": 0.947635208882275} {"data_time": 0.013639103497553151, "eta_seconds": 29312.774541088824, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.27042160737812915, "fast_rcnn/fg_cls_accuracy": 0.6796795264339661, "iteration": 218679, "loss_box_reg": 0.22706265281885862, "loss_cls": 0.18859948380850255, "loss_mask": 0.23861064668744802, "loss_rpn_cls": 0.03329452974139713, "loss_rpn_loc": 0.06704110564896837, "loss_sem_seg": 0.2232804069062695, "lr": 0.002, "mask_rcnn/accuracy": 0.8916010180662055, "mask_rcnn/false_negative": 0.08718640801903073, "mask_rcnn/false_positive": 0.13131682354364566, "roi_head/num_bg_samples": 430.25, "roi_head/num_fg_samples": 81.75, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5784736050045467, "total_loss": 0.9956371146399761} {"data_time": 0.012688873997831251, "eta_seconds": 29290.52238899996, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.24981807155852032, "fast_rcnn/fg_cls_accuracy": 0.712156043190526, "iteration": 218699, "loss_box_reg": 0.20017397496849298, "loss_cls": 0.163602692540735, "loss_mask": 0.22159376926720142, "loss_rpn_cls": 0.024398055160418153, "loss_rpn_loc": 0.05777980020502582, "loss_sem_seg": 0.22044577868655324, "lr": 0.002, "mask_rcnn/accuracy": 0.9125342654483397, "mask_rcnn/false_negative": 0.07295878638084347, "mask_rcnn/false_positive": 0.11565781110943434, "roi_head/num_bg_samples": 429.25, "roi_head/num_fg_samples": 82.75, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.579541318496922, "total_loss": 0.8854772916238289} {"data_time": 0.012756112002534792, "eta_seconds": 29294.324095174394, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.2902455357142857, "fast_rcnn/fg_cls_accuracy": 0.69765625, "iteration": 218719, "loss_box_reg": 0.2068607352557592, "loss_cls": 0.15895878430455923, "loss_mask": 0.23167912056669593, "loss_rpn_cls": 0.02793156885309145, "loss_rpn_loc": 0.06917025108123198, "loss_sem_seg": 0.23017222620546818, "lr": 0.002, "mask_rcnn/accuracy": 0.9057552566481137, "mask_rcnn/false_negative": 0.0904674760419012, "mask_rcnn/false_positive": 0.10016958560027245, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5762359940054012, "total_loss": 0.9085291192750446} {"data_time": 0.011430074999225326, "eta_seconds": 29278.590100799433, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.256895775734585, "fast_rcnn/fg_cls_accuracy": 0.7265962724115937, "iteration": 218739, "loss_box_reg": 0.2128861752571538, "loss_cls": 0.16210433933883905, "loss_mask": 0.2166357021778822, "loss_rpn_cls": 0.03395961452042684, "loss_rpn_loc": 0.06460997549584135, "loss_sem_seg": 0.22365622711367905, "lr": 0.002, "mask_rcnn/accuracy": 0.8948171229087857, "mask_rcnn/false_negative": 0.08552834841352103, "mask_rcnn/false_positive": 0.12625689257041797, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.5659506265001255, "total_loss": 0.9091671759524615} {"data_time": 0.013053198497800622, "eta_seconds": 29271.626342366733, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.30808503515232677, "fast_rcnn/fg_cls_accuracy": 0.649608938547486, "iteration": 218759, "loss_box_reg": 0.21034973580390215, "loss_cls": 0.16431598155759275, "loss_mask": 0.2292330930940807, "loss_rpn_cls": 0.026211009550024755, "loss_rpn_loc": 0.049580761522520334, "loss_sem_seg": 0.24299563630484045, "lr": 0.002, "mask_rcnn/accuracy": 0.8990180191858959, "mask_rcnn/false_negative": 0.10115996111473724, "mask_rcnn/false_positive": 0.10823497797321543, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.567770218498481, "total_loss": 0.966310967458412} {"data_time": 0.0124113470010343, "eta_seconds": 29244.846051479835, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.31823130122950816, "fast_rcnn/fg_cls_accuracy": 0.6583145185039756, "iteration": 218779, "loss_box_reg": 0.21423022961243987, "loss_cls": 0.1768396613188088, "loss_mask": 0.22668340569362044, "loss_rpn_cls": 0.02903504902496934, "loss_rpn_loc": 0.05422595966956578, "loss_sem_seg": 0.2345556914806366, "lr": 0.002, "mask_rcnn/accuracy": 0.9029974489795918, "mask_rcnn/false_negative": 0.08766249573731777, "mask_rcnn/false_positive": 0.11750848304716358, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.563650622498244, "total_loss": 0.9240332777553704} {"data_time": 0.012276209999981802, "eta_seconds": 29221.80387906308, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.26252718755228377, "fast_rcnn/fg_cls_accuracy": 0.6998864066641424, "iteration": 218799, "loss_box_reg": 0.21502186497673392, "loss_cls": 0.17202560132136568, "loss_mask": 0.23466047504916787, "loss_rpn_cls": 0.032256599588436075, "loss_rpn_loc": 0.06067061077919789, "loss_sem_seg": 0.22297082794830203, "lr": 0.002, "mask_rcnn/accuracy": 0.8853726311953353, "mask_rcnn/false_negative": 0.07923097602405643, "mask_rcnn/false_positive": 0.13286399477834965, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 0.565149358495546, "total_loss": 0.9720368642010726} {"data_time": 0.012149799993494526, "eta_seconds": 29222.007882719772, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.29230084557187364, "fast_rcnn/fg_cls_accuracy": 0.6847619047619047, "iteration": 218819, "loss_box_reg": 0.21169522311538458, "loss_cls": 0.1763117229565978, "loss_mask": 0.2281494429334998, "loss_rpn_cls": 0.029584455809526844, "loss_rpn_loc": 0.07195811613928527, "loss_sem_seg": 0.23443795391358435, "lr": 0.002, "mask_rcnn/accuracy": 0.9081295833550811, "mask_rcnn/false_negative": 0.08319837831727983, "mask_rcnn/false_positive": 0.10933358632726295, "roi_head/num_bg_samples": 430.0, "roi_head/num_fg_samples": 82.0, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.5678406770020956, "total_loss": 0.9481918450910598} {"data_time": 0.011929942003916949, "eta_seconds": 29193.235421928803, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.26506132756132755, "fast_rcnn/fg_cls_accuracy": 0.7089070235148515, "iteration": 218839, "loss_box_reg": 0.188456317409873, "loss_cls": 0.15144054451957345, "loss_mask": 0.22689947672188282, "loss_rpn_cls": 0.021671957714715973, "loss_rpn_loc": 0.05594891411601566, "loss_sem_seg": 0.23111440753564239, "lr": 0.002, "mask_rcnn/accuracy": 0.8946911251380525, "mask_rcnn/false_negative": 0.07726746534584562, "mask_rcnn/false_positive": 0.10843550097628986, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5663501560047735, "total_loss": 0.8775668322632555} {"data_time": 0.012640168002690189, "eta_seconds": 29176.427183484004, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.23726708074534159, "fast_rcnn/fg_cls_accuracy": 0.7365296803652968, "iteration": 218859, "loss_box_reg": 0.19858446065336466, "loss_cls": 0.15652429591864347, "loss_mask": 0.2319556474685669, "loss_rpn_cls": 0.02871459151720046, "loss_rpn_loc": 0.06014519739255775, "loss_sem_seg": 0.23107799305580556, "lr": 0.002, "mask_rcnn/accuracy": 0.8963095830540073, "mask_rcnn/false_negative": 0.09356653486476624, "mask_rcnn/false_positive": 0.10756433193375478, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5613020789969596, "total_loss": 0.8985898309692857} {"data_time": 0.013126303994795308, "eta_seconds": 29157.05221338344, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.2407888788426763, "fast_rcnn/fg_cls_accuracy": 0.7085459183673469, "iteration": 218879, "loss_box_reg": 0.22056712489575148, "loss_cls": 0.1777867483906448, "loss_mask": 0.24277658900246024, "loss_rpn_cls": 0.03083278759731911, "loss_rpn_loc": 0.06283926745527424, "loss_sem_seg": 0.25028215895872563, "lr": 0.002, "mask_rcnn/accuracy": 0.8962314258220128, "mask_rcnn/false_negative": 0.09541847071892721, "mask_rcnn/false_positive": 0.10835127608005266, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5771749645064119, "total_loss": 0.9738269285080605} {"data_time": 0.013018713492783718, "eta_seconds": 29151.57114344384, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.28377511445484505, "fast_rcnn/fg_cls_accuracy": 0.6927631578947369, "iteration": 218899, "loss_box_reg": 0.20286140590906143, "loss_cls": 0.16565134096890688, "loss_mask": 0.2387318927794695, "loss_rpn_cls": 0.0267776875407435, "loss_rpn_loc": 0.05661812583275605, "loss_sem_seg": 0.2183857464697212, "lr": 0.002, "mask_rcnn/accuracy": 0.8851381736995726, "mask_rcnn/false_negative": 0.0925722984071533, "mask_rcnn/false_positive": 0.1254352390224207, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5744430880004074, "total_loss": 0.935737588457414} {"data_time": 0.012896186002762988, "eta_seconds": 29125.969762271554, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.25622888513513514, "fast_rcnn/fg_cls_accuracy": 0.7240987983978637, "iteration": 218919, "loss_box_reg": 0.19989320216700435, "loss_cls": 0.1688839236740023, "loss_mask": 0.22354825027287006, "loss_rpn_cls": 0.025969257725591888, "loss_rpn_loc": 0.05908696705591865, "loss_sem_seg": 0.20962157886242494, "lr": 0.002, "mask_rcnn/accuracy": 0.9039136240887966, "mask_rcnn/false_negative": 0.07961616998662854, "mask_rcnn/false_positive": 0.11360526368162659, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5558541525024339, "total_loss": 0.9167076095036464} {"data_time": 0.012740019003103953, "eta_seconds": 29097.201560119116, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.3168115304213885, "fast_rcnn/fg_cls_accuracy": 0.6723786995269007, "iteration": 218939, "loss_box_reg": 0.18204896221868694, "loss_cls": 0.1490277403499931, "loss_mask": 0.233103197067976, "loss_rpn_cls": 0.025616562612412963, "loss_rpn_loc": 0.05476975435158238, "loss_sem_seg": 0.23585642804391682, "lr": 0.002, "mask_rcnn/accuracy": 0.9014439981642262, "mask_rcnn/false_negative": 0.08459816492927512, "mask_rcnn/false_positive": 0.11516535449159332, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5544271904946072, "total_loss": 0.8411125924940279} {"data_time": 0.01224496200302383, "eta_seconds": 29082.638987354454, "fast_rcnn/cls_accuracy": 0.96240234375, "fast_rcnn/false_negative": 0.20832451872223395, "fast_rcnn/fg_cls_accuracy": 0.7814723590585659, "iteration": 218959, "loss_box_reg": 0.21053769625723362, "loss_cls": 0.1623787903226912, "loss_mask": 0.2119482229463756, "loss_rpn_cls": 0.023066907891916344, "loss_rpn_loc": 0.05659254046622664, "loss_sem_seg": 0.24121283972635865, "lr": 0.002, "mask_rcnn/accuracy": 0.8991228713388201, "mask_rcnn/false_negative": 0.08489454402669919, "mask_rcnn/false_positive": 0.12216203209099268, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5672424354997929, "total_loss": 0.9161540992499795} {"data_time": 0.012613644503289834, "eta_seconds": 29059.190296830544, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.3009422977402104, "fast_rcnn/fg_cls_accuracy": 0.691074643401191, "iteration": 218979, "loss_box_reg": 0.22783369291573763, "loss_cls": 0.1790661949198693, "loss_mask": 0.24078270932659507, "loss_rpn_cls": 0.032607007797196275, "loss_rpn_loc": 0.06991132884286344, "loss_sem_seg": 0.230151092633605, "lr": 0.002, "mask_rcnn/accuracy": 0.8909147746431381, "mask_rcnn/false_negative": 0.10140635335650117, "mask_rcnn/false_positive": 0.12721936535085795, "roi_head/num_bg_samples": 431.5, "roi_head/num_fg_samples": 80.5, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.5549423839911469, "total_loss": 1.0057993163827632} {"data_time": 0.011388313505449332, "eta_seconds": 29051.99153381325, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.2791318221830986, "fast_rcnn/fg_cls_accuracy": 0.6892055457746479, "iteration": 218999, "loss_box_reg": 0.2025879668071866, "loss_cls": 0.16500790300779045, "loss_mask": 0.22660071402788162, "loss_rpn_cls": 0.02196444723813329, "loss_rpn_loc": 0.04479608667315915, "loss_sem_seg": 0.23409318109042943, "lr": 0.002, "mask_rcnn/accuracy": 0.8971956997084548, "mask_rcnn/false_negative": 0.09084753225851923, "mask_rcnn/false_positive": 0.09533737688333124, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5699700509940158, "total_loss": 0.861561213969253} {"data_time": 0.012282766998396255, "eta_seconds": 29045.164576559306, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.3253111796277264, "fast_rcnn/fg_cls_accuracy": 0.6279626053370786, "iteration": 219019, "loss_box_reg": 0.19739929540082812, "loss_cls": 0.17810895841103047, "loss_mask": 0.2327125295996666, "loss_rpn_cls": 0.03037813563423697, "loss_rpn_loc": 0.06281505851075053, "loss_sem_seg": 0.20402374980039895, "lr": 0.002, "mask_rcnn/accuracy": 0.9051773991052889, "mask_rcnn/false_negative": 0.07989108606463977, "mask_rcnn/false_positive": 0.11996711039021465, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5790723999962211, "total_loss": 0.9273846807191148} {"data_time": 0.012730646500131115, "eta_seconds": 29033.770070929146, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.26257263073532355, "fast_rcnn/fg_cls_accuracy": 0.7286926994906622, "iteration": 219039, "loss_box_reg": 0.20474107842892408, "loss_cls": 0.16990431770682335, "loss_mask": 0.228906755335629, "loss_rpn_cls": 0.02345374002470635, "loss_rpn_loc": 0.06877279042964801, "loss_sem_seg": 0.22583432774990797, "lr": 0.002, "mask_rcnn/accuracy": 0.9051571950508122, "mask_rcnn/false_negative": 0.08542923545684669, "mask_rcnn/false_positive": 0.10461666269013686, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5717896865025978, "total_loss": 0.8925610668084119} {"data_time": 0.011904289996891748, "eta_seconds": 29020.109454485966, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.22149122807017543, "fast_rcnn/fg_cls_accuracy": 0.766964233619231, "iteration": 219059, "loss_box_reg": 0.20559353951830417, "loss_cls": 0.16740330820903182, "loss_mask": 0.22971276752650738, "loss_rpn_cls": 0.02889332863560412, "loss_rpn_loc": 0.05653812122181989, "loss_sem_seg": 0.2053399202413857, "lr": 0.002, "mask_rcnn/accuracy": 0.9063048886590246, "mask_rcnn/false_negative": 0.09147616504594948, "mask_rcnn/false_positive": 0.11064970911023957, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5538681914986228, "total_loss": 0.9206369068997446} {"data_time": 0.012876580498414114, "eta_seconds": 28999.02106544852, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.2897144132083891, "fast_rcnn/fg_cls_accuracy": 0.6590594744121715, "iteration": 219079, "loss_box_reg": 0.21936852019280195, "loss_cls": 0.18445942748803645, "loss_mask": 0.23353403713554144, "loss_rpn_cls": 0.035734043922275305, "loss_rpn_loc": 0.07053261590772308, "loss_sem_seg": 0.24413529923185706, "lr": 0.002, "mask_rcnn/accuracy": 0.8983484406462031, "mask_rcnn/false_negative": 0.09656806689071971, "mask_rcnn/false_positive": 0.11753744590756382, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 207.25, "rpn/num_pos_anchors": 48.75, "time": 0.563294269493781, "total_loss": 1.00314883646206} {"data_time": 0.012138972502725665, "eta_seconds": 28975.539164911257, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.30288477245254664, "fast_rcnn/fg_cls_accuracy": 0.6826915774284195, "iteration": 219099, "loss_box_reg": 0.1977886299137026, "loss_cls": 0.16006918461062014, "loss_mask": 0.22449039807543159, "loss_rpn_cls": 0.027303587419737596, "loss_rpn_loc": 0.05975150708400179, "loss_sem_seg": 0.22442462458275259, "lr": 0.002, "mask_rcnn/accuracy": 0.8936384310308321, "mask_rcnn/false_negative": 0.08803633591305698, "mask_rcnn/false_positive": 0.12056963024414455, "roi_head/num_bg_samples": 427.25, "roi_head/num_fg_samples": 84.75, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.5596581080026226, "total_loss": 0.8922538366168737} {"data_time": 0.012183124999864958, "eta_seconds": 28960.62596835514, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.31356743814844373, "fast_rcnn/fg_cls_accuracy": 0.6803563784246576, "iteration": 219119, "loss_box_reg": 0.21298225177451968, "loss_cls": 0.1801330829039216, "loss_mask": 0.2312431801110506, "loss_rpn_cls": 0.029633322250447236, "loss_rpn_loc": 0.05968610435957089, "loss_sem_seg": 0.25851375388447195, "lr": 0.002, "mask_rcnn/accuracy": 0.9053186859020472, "mask_rcnn/false_negative": 0.09380353720667148, "mask_rcnn/false_positive": 0.10705411676087212, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5670749635028187, "total_loss": 0.9867809424758889} {"data_time": 0.01200794550095452, "eta_seconds": 28951.245789488632, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.2211111111111111, "fast_rcnn/fg_cls_accuracy": 0.7559523809523809, "iteration": 219139, "loss_box_reg": 0.2009757529012859, "loss_cls": 0.16287767112953588, "loss_mask": 0.2230232134461403, "loss_rpn_cls": 0.02485214581611217, "loss_rpn_loc": 0.05998773951432668, "loss_sem_seg": 0.21264059003442526, "lr": 0.002, "mask_rcnn/accuracy": 0.9248522948140295, "mask_rcnn/false_negative": 0.06964877445021639, "mask_rcnn/false_positive": 0.07965909391251852, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.562814173004881, "total_loss": 0.8923303423798643} {"data_time": 0.012506090999522712, "eta_seconds": 28941.383994091535, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.24537037037037035, "fast_rcnn/fg_cls_accuracy": 0.7073863636363636, "iteration": 219159, "loss_box_reg": 0.21247977623715997, "loss_cls": 0.17063457844778895, "loss_mask": 0.22672471078112721, "loss_rpn_cls": 0.029061635490506887, "loss_rpn_loc": 0.05926001083571464, "loss_sem_seg": 0.2271093837916851, "lr": 0.002, "mask_rcnn/accuracy": 0.9086732255651595, "mask_rcnn/false_negative": 0.0883242304480279, "mask_rcnn/false_positive": 0.11511382895397756, "roi_head/num_bg_samples": 432.75, "roi_head/num_fg_samples": 79.25, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5713656910011196, "total_loss": 0.9221297850308474} {"data_time": 0.012836353002057876, "eta_seconds": 28911.404702127038, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.2659762566304622, "fast_rcnn/fg_cls_accuracy": 0.726774772544408, "iteration": 219179, "loss_box_reg": 0.18028537719510496, "loss_cls": 0.15936997206881642, "loss_mask": 0.22633939050137997, "loss_rpn_cls": 0.023586332426930312, "loss_rpn_loc": 0.05544313142308965, "loss_sem_seg": 0.2442191366571933, "lr": 0.002, "mask_rcnn/accuracy": 0.8923241999679453, "mask_rcnn/false_negative": 0.10104569761877238, "mask_rcnn/false_positive": 0.10827452793753739, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5569785759944352, "total_loss": 0.8728208314896619} {"data_time": 0.013373105000937358, "eta_seconds": 28893.901149352256, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.2592690677966102, "fast_rcnn/fg_cls_accuracy": 0.6700333580429948, "iteration": 219199, "loss_box_reg": 0.20676778303459287, "loss_cls": 0.18380329851061106, "loss_mask": 0.22731696162372828, "loss_rpn_cls": 0.025078732543988735, "loss_rpn_loc": 0.05571471276925877, "loss_sem_seg": 0.22183124930597842, "lr": 0.002, "mask_rcnn/accuracy": 0.90917504219733, "mask_rcnn/false_negative": 0.07785619752719401, "mask_rcnn/false_positive": 0.10342720848908273, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 237.25, "rpn/num_pos_anchors": 18.75, "time": 0.5692227720064693, "total_loss": 0.9166285980463726} {"data_time": 0.011792713492468465, "eta_seconds": 28875.440273034692, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.2222553318292112, "fast_rcnn/fg_cls_accuracy": 0.7336860670194003, "iteration": 219219, "loss_box_reg": 0.21694464120082557, "loss_cls": 0.18077925499528646, "loss_mask": 0.23213225975632668, "loss_rpn_cls": 0.02687491055985447, "loss_rpn_loc": 0.05792064926936291, "loss_sem_seg": 0.23190664080902934, "lr": 0.002, "mask_rcnn/accuracy": 0.909858847615785, "mask_rcnn/false_negative": 0.08691154112139898, "mask_rcnn/false_positive": 0.10090429815838936, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5629751224987558, "total_loss": 0.988652770893168} {"data_time": 0.012618835498869885, "eta_seconds": 28865.4307955232, "fast_rcnn/cls_accuracy": 0.9560546875, "fast_rcnn/false_negative": 0.26436781609195403, "fast_rcnn/fg_cls_accuracy": 0.735632183908046, "iteration": 219239, "loss_box_reg": 0.2134928742889315, "loss_cls": 0.1761467072647065, "loss_mask": 0.23159743612632155, "loss_rpn_cls": 0.02677830665197689, "loss_rpn_loc": 0.06648025196045637, "loss_sem_seg": 0.22734448360279202, "lr": 0.002, "mask_rcnn/accuracy": 0.9068367869688859, "mask_rcnn/false_negative": 0.08866548341134607, "mask_rcnn/false_positive": 0.09590395821762224, "roi_head/num_bg_samples": 455.5, "roi_head/num_fg_samples": 56.5, "rpn/num_neg_anchors": 235.0, "rpn/num_pos_anchors": 21.0, "time": 0.5685580320059671, "total_loss": 0.9391043286923377} {"data_time": 0.01310295350413071, "eta_seconds": 28859.775166222767, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.23048811092289354, "fast_rcnn/fg_cls_accuracy": 0.7424242424242424, "iteration": 219259, "loss_box_reg": 0.2136082798242569, "loss_cls": 0.17695536091923714, "loss_mask": 0.22305945586413145, "loss_rpn_cls": 0.030552829106454737, "loss_rpn_loc": 0.05978782850434072, "loss_sem_seg": 0.22414703061804175, "lr": 0.002, "mask_rcnn/accuracy": 0.9094663839561798, "mask_rcnn/false_negative": 0.07970633018126255, "mask_rcnn/false_positive": 0.1062402082051773, "roi_head/num_bg_samples": 431.75, "roi_head/num_fg_samples": 80.25, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.57473889549874, "total_loss": 0.9342139070067788} {"data_time": 0.011978706505033188, "eta_seconds": 28848.399838512938, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.26167158308751226, "fast_rcnn/fg_cls_accuracy": 0.7249950835791543, "iteration": 219279, "loss_box_reg": 0.1985284248366952, "loss_cls": 0.16267269244417548, "loss_mask": 0.22926807356998324, "loss_rpn_cls": 0.02428634236275684, "loss_rpn_loc": 0.058833290822803974, "loss_sem_seg": 0.22134122962597758, "lr": 0.002, "mask_rcnn/accuracy": 0.9036555821157, "mask_rcnn/false_negative": 0.08221785192524061, "mask_rcnn/false_positive": 0.11325016692274051, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.5731640799931483, "total_loss": 0.8880761307664216} {"data_time": 0.012752575501508545, "eta_seconds": 28810.42271090063, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.2538550057537399, "fast_rcnn/fg_cls_accuracy": 0.7440864960282436, "iteration": 219299, "loss_box_reg": 0.204558992292732, "loss_cls": 0.1714312745607458, "loss_mask": 0.23264770163223147, "loss_rpn_cls": 0.027172710448212456, "loss_rpn_loc": 0.05980811713379808, "loss_sem_seg": 0.24678888800553977, "lr": 0.002, "mask_rcnn/accuracy": 0.8849888984402141, "mask_rcnn/false_negative": 0.09664932551712738, "mask_rcnn/false_positive": 0.11059081214154788, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5568765264979447, "total_loss": 0.9581524737004656} {"data_time": 0.01243183649785351, "eta_seconds": 28791.203512415195, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.31775868242033656, "fast_rcnn/fg_cls_accuracy": 0.6631205673758864, "iteration": 219319, "loss_box_reg": 0.20276968576945364, "loss_cls": 0.17288374295458198, "loss_mask": 0.233741270378232, "loss_rpn_cls": 0.02796322420181241, "loss_rpn_loc": 0.05971530044917017, "loss_sem_seg": 0.22327511198818684, "lr": 0.002, "mask_rcnn/accuracy": 0.8981717425044713, "mask_rcnn/false_negative": 0.0718943324190463, "mask_rcnn/false_positive": 0.12317849217060964, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5675649259937927, "total_loss": 0.9202654292530497} {"data_time": 0.01342248000582913, "eta_seconds": 28779.84177783521, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.2016516092603049, "fast_rcnn/fg_cls_accuracy": 0.7302949709864603, "iteration": 219339, "loss_box_reg": 0.19686604477465153, "loss_cls": 0.14668217347934842, "loss_mask": 0.2106227739714086, "loss_rpn_cls": 0.02899324534155312, "loss_rpn_loc": 0.06005081525654532, "loss_sem_seg": 0.22826747689396143, "lr": 0.002, "mask_rcnn/accuracy": 0.9226892373328641, "mask_rcnn/false_negative": 0.07868890765452806, "mask_rcnn/false_positive": 0.08311839054770948, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5693184810006642, "total_loss": 0.8591397023265017} {"data_time": 0.01166625849873526, "eta_seconds": 28781.93821845235, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.2237589996210686, "fast_rcnn/fg_cls_accuracy": 0.7408226448474127, "iteration": 219359, "loss_box_reg": 0.1919803498312831, "loss_cls": 0.16198571294080466, "loss_mask": 0.22191737638786435, "loss_rpn_cls": 0.023229893093230203, "loss_rpn_loc": 0.05676452294574119, "loss_sem_seg": 0.24846322473604232, "lr": 0.002, "mask_rcnn/accuracy": 0.8997920178115889, "mask_rcnn/false_negative": 0.08689856993080443, "mask_rcnn/false_positive": 0.11314359433409986, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5753145295020659, "total_loss": 0.9291420409281272} {"data_time": 0.012845815996115562, "eta_seconds": 28775.799938347365, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.2365902894295302, "fast_rcnn/fg_cls_accuracy": 0.7325974025974026, "iteration": 219379, "loss_box_reg": 0.21904137055389583, "loss_cls": 0.1804918167181313, "loss_mask": 0.2390201222151518, "loss_rpn_cls": 0.028005183708955883, "loss_rpn_loc": 0.06123430552543141, "loss_sem_seg": 0.22528104641241953, "lr": 0.002, "mask_rcnn/accuracy": 0.8936414686624208, "mask_rcnn/false_negative": 0.09568823705137913, "mask_rcnn/false_positive": 0.1112938117857669, "roi_head/num_bg_samples": 431.25, "roi_head/num_fg_samples": 80.75, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5696190230009961, "total_loss": 0.9704583710699808} {"data_time": 0.012262599004316144, "eta_seconds": 28746.45365346277, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.22423986486486486, "fast_rcnn/fg_cls_accuracy": 0.7559040178571428, "iteration": 219399, "loss_box_reg": 0.19296110491268337, "loss_cls": 0.1566198575310409, "loss_mask": 0.21792265260592103, "loss_rpn_cls": 0.021711284213779436, "loss_rpn_loc": 0.05787084030453116, "loss_sem_seg": 0.22257685894146562, "lr": 0.002, "mask_rcnn/accuracy": 0.9089061136283448, "mask_rcnn/false_negative": 0.08249035805527327, "mask_rcnn/false_positive": 0.1161437094661798, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5676515769955586, "total_loss": 0.8932342135667568} {"data_time": 0.013267704998725094, "eta_seconds": 28729.94421714714, "fast_rcnn/cls_accuracy": 0.95703125, "fast_rcnn/false_negative": 0.2622139764996908, "fast_rcnn/fg_cls_accuracy": 0.7343846629560915, "iteration": 219419, "loss_box_reg": 0.21491516334936023, "loss_cls": 0.1722474282141775, "loss_mask": 0.2373338802717626, "loss_rpn_cls": 0.02857322252020822, "loss_rpn_loc": 0.06426397850736976, "loss_sem_seg": 0.2308748341165483, "lr": 0.002, "mask_rcnn/accuracy": 0.8972627507012005, "mask_rcnn/false_negative": 0.08561711624240029, "mask_rcnn/false_positive": 0.11326184595258867, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.5703229034988908, "total_loss": 0.9579328862309922} {"data_time": 0.012629629505681805, "eta_seconds": 28715.776767019102, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.2932991672005125, "fast_rcnn/fg_cls_accuracy": 0.7067008327994875, "iteration": 219439, "loss_box_reg": 0.21689579728990793, "loss_cls": 0.179748848779127, "loss_mask": 0.23569778027012944, "loss_rpn_cls": 0.034264915964740794, "loss_rpn_loc": 0.06515910633606836, "loss_sem_seg": 0.24776576436124742, "lr": 0.002, "mask_rcnn/accuracy": 0.8921809146166992, "mask_rcnn/false_negative": 0.09307459133142551, "mask_rcnn/false_positive": 0.12960441548418206, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.5607550735003315, "total_loss": 1.0175607596502232} {"data_time": 0.012676995494985022, "eta_seconds": 28704.41790276918, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.28536376115305423, "fast_rcnn/fg_cls_accuracy": 0.6933596431022649, "iteration": 219459, "loss_box_reg": 0.20720374397933483, "loss_cls": 0.1664381882874295, "loss_mask": 0.2357279034331441, "loss_rpn_cls": 0.023517845921560365, "loss_rpn_loc": 0.06674914121686015, "loss_sem_seg": 0.2245302041992545, "lr": 0.002, "mask_rcnn/accuracy": 0.9047875216062433, "mask_rcnn/false_negative": 0.1019981933243444, "mask_rcnn/false_positive": 0.10366543143726724, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5700499529993976, "total_loss": 0.9136232250530156} {"data_time": 0.013836670499586035, "eta_seconds": 28693.059038519255, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.20501303459451842, "fast_rcnn/fg_cls_accuracy": 0.7740787712252519, "iteration": 219479, "loss_box_reg": 0.20068015391007066, "loss_cls": 0.1676952049601823, "loss_mask": 0.22319127712398767, "loss_rpn_cls": 0.02734953901381232, "loss_rpn_loc": 0.06643341155722737, "loss_sem_seg": 0.22022561193443835, "lr": 0.002, "mask_rcnn/accuracy": 0.8955263031429213, "mask_rcnn/false_negative": 0.08701612843022011, "mask_rcnn/false_positive": 0.11882409594735495, "roi_head/num_bg_samples": 431.75, "roi_head/num_fg_samples": 80.25, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5709048115022597, "total_loss": 0.9131897450424731} {"data_time": 0.012304727999435272, "eta_seconds": 28687.91470107063, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.31754032258064513, "fast_rcnn/fg_cls_accuracy": 0.6577886247877759, "iteration": 219499, "loss_box_reg": 0.20180652663111687, "loss_cls": 0.1665362638887018, "loss_mask": 0.23722469247877598, "loss_rpn_cls": 0.027608726370090153, "loss_rpn_loc": 0.05933132040081546, "loss_sem_seg": 0.23845742736011744, "lr": 0.002, "mask_rcnn/accuracy": 0.9141909924965617, "mask_rcnn/false_negative": 0.08022814845379952, "mask_rcnn/false_positive": 0.0872550815761936, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 238.25, "rpn/num_pos_anchors": 17.75, "time": 0.5724435469965101, "total_loss": 0.9347066292539239} {"data_time": 0.011486378993140534, "eta_seconds": 28672.809225309997, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.2466954022988506, "fast_rcnn/fg_cls_accuracy": 0.693953568953569, "iteration": 219519, "loss_box_reg": 0.2310840036952868, "loss_cls": 0.19054324086755514, "loss_mask": 0.23172234930098057, "loss_rpn_cls": 0.03158875358349178, "loss_rpn_loc": 0.07001685595605522, "loss_sem_seg": 0.24812336172908545, "lr": 0.002, "mask_rcnn/accuracy": 0.9137919484245205, "mask_rcnn/false_negative": 0.08428646246619137, "mask_rcnn/false_positive": 0.08058509996063071, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 236.0, "rpn/num_pos_anchors": 20.0, "time": 0.5723403375013731, "total_loss": 1.0091756543988595} {"data_time": 0.011598298500757664, "eta_seconds": 28649.41746248419, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.2639436035662451, "fast_rcnn/fg_cls_accuracy": 0.6337792642140468, "iteration": 219539, "loss_box_reg": 0.21973654231987894, "loss_cls": 0.17353558191098273, "loss_mask": 0.24074512207880616, "loss_rpn_cls": 0.028232035914697917, "loss_rpn_loc": 0.06172169907949865, "loss_sem_seg": 0.21568838972598314, "lr": 0.002, "mask_rcnn/accuracy": 0.9024371355685131, "mask_rcnn/false_negative": 0.08707160942310244, "mask_rcnn/false_positive": 0.10584557083038884, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.5690405435016146, "total_loss": 0.9457815201021731} {"data_time": 0.012799915501091164, "eta_seconds": 28638.062389274193, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.22739018087855295, "fast_rcnn/fg_cls_accuracy": 0.7091946597760551, "iteration": 219559, "loss_box_reg": 0.2146803189534694, "loss_cls": 0.16602215357124805, "loss_mask": 0.22771946154534817, "loss_rpn_cls": 0.027302795904688537, "loss_rpn_loc": 0.061862442118581384, "loss_sem_seg": 0.21365987602621317, "lr": 0.002, "mask_rcnn/accuracy": 0.9041215341228768, "mask_rcnn/false_negative": 0.08022758580823966, "mask_rcnn/false_positive": 0.12203867895735526, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5758321140019689, "total_loss": 0.8863765117275761} {"data_time": 0.012189510503958445, "eta_seconds": 28616.23560575166, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.26408065618591936, "fast_rcnn/fg_cls_accuracy": 0.709584533113945, "iteration": 219579, "loss_box_reg": 0.20607990026474, "loss_cls": 0.17341652163304389, "loss_mask": 0.2277485365048051, "loss_rpn_cls": 0.03047903612605296, "loss_rpn_loc": 0.059528244033572264, "loss_sem_seg": 0.22348360856994987, "lr": 0.002, "mask_rcnn/accuracy": 0.8886256033025455, "mask_rcnn/false_negative": 0.09089853359943728, "mask_rcnn/false_positive": 0.13414672396265453, "roi_head/num_bg_samples": 430.5, "roi_head/num_fg_samples": 81.5, "rpn/num_neg_anchors": 200.25, "rpn/num_pos_anchors": 55.75, "time": 0.567223614998511, "total_loss": 0.9196329928236082} {"data_time": 0.012648288997297641, "eta_seconds": 28622.023621797955, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.2670640834575261, "fast_rcnn/fg_cls_accuracy": 0.7156482861400895, "iteration": 219599, "loss_box_reg": 0.21457039681263268, "loss_cls": 0.1755251286085695, "loss_mask": 0.23904150165617466, "loss_rpn_cls": 0.023150189204898197, "loss_rpn_loc": 0.0669554602354765, "loss_sem_seg": 0.22598336078226566, "lr": 0.002, "mask_rcnn/accuracy": 0.9007150200505735, "mask_rcnn/false_negative": 0.08527602134601944, "mask_rcnn/false_positive": 0.11355052007434685, "roi_head/num_bg_samples": 432.5, "roi_head/num_fg_samples": 79.5, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5699864644993795, "total_loss": 0.9382234125332616} {"data_time": 0.013254388992208987, "eta_seconds": 28619.5015444858, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.21575320916184243, "fast_rcnn/fg_cls_accuracy": 0.7326009251471826, "iteration": 219619, "loss_box_reg": 0.22480841726064682, "loss_cls": 0.1689172489568591, "loss_mask": 0.23859284725040197, "loss_rpn_cls": 0.03253607434453443, "loss_rpn_loc": 0.0672023484876263, "loss_sem_seg": 0.24593216460198164, "lr": 0.002, "mask_rcnn/accuracy": 0.9063048539360885, "mask_rcnn/false_negative": 0.08846247056236835, "mask_rcnn/false_positive": 0.11468307822183851, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.5854757065026206, "total_loss": 0.9795471207180526} {"data_time": 0.011517359511344694, "eta_seconds": 28604.65017325007, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.2441831310801324, "fast_rcnn/fg_cls_accuracy": 0.7322910578609001, "iteration": 219639, "loss_box_reg": 0.2139325486496091, "loss_cls": 0.17629643343389034, "loss_mask": 0.22184777492657304, "loss_rpn_cls": 0.027754276037740055, "loss_rpn_loc": 0.07122310876729898, "loss_sem_seg": 0.24616766534745693, "lr": 0.002, "mask_rcnn/accuracy": 0.8939558395473575, "mask_rcnn/false_negative": 0.1054871413405358, "mask_rcnn/false_positive": 0.11885912853306944, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5695728040009271, "total_loss": 0.9390974363705027} {"data_time": 0.012912562495330349, "eta_seconds": 28588.9176110697, "fast_rcnn/cls_accuracy": 0.9619140625, "fast_rcnn/false_negative": 0.23333333333333334, "fast_rcnn/fg_cls_accuracy": 0.7597222222222222, "iteration": 219659, "loss_box_reg": 0.22668100497685373, "loss_cls": 0.1751329405233264, "loss_mask": 0.23189540905877948, "loss_rpn_cls": 0.029684331399039365, "loss_rpn_loc": 0.062377242400543764, "loss_sem_seg": 0.2560278996825218, "lr": 0.002, "mask_rcnn/accuracy": 0.9060017952884019, "mask_rcnn/false_negative": 0.0881496127034323, "mask_rcnn/false_positive": 0.10186149341161396, "roi_head/num_bg_samples": 456.5, "roi_head/num_fg_samples": 55.5, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.563918214487785, "total_loss": 0.9654103636712534} {"data_time": 0.013026925007579848, "eta_seconds": 28557.86625752759, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.21131573951015759, "fast_rcnn/fg_cls_accuracy": 0.7679601787891102, "iteration": 219679, "loss_box_reg": 0.20578761817887425, "loss_cls": 0.17749162256950513, "loss_mask": 0.23460193630307913, "loss_rpn_cls": 0.02718856354476884, "loss_rpn_loc": 0.05723910502274521, "loss_sem_seg": 0.2575848298147321, "lr": 0.002, "mask_rcnn/accuracy": 0.9095963207753819, "mask_rcnn/false_negative": 0.07871845033594227, "mask_rcnn/false_positive": 0.10397683925346915, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5658836760048871, "total_loss": 0.9688303036527941} {"data_time": 0.012541372496343683, "eta_seconds": 28543.286278205494, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.3017005988023952, "fast_rcnn/fg_cls_accuracy": 0.6982994011976047, "iteration": 219699, "loss_box_reg": 0.21823901188327, "loss_cls": 0.17447508964687586, "loss_mask": 0.22948942985385656, "loss_rpn_cls": 0.02627072250470519, "loss_rpn_loc": 0.06496796041028574, "loss_sem_seg": 0.21256347955204546, "lr": 0.002, "mask_rcnn/accuracy": 0.8927048816952963, "mask_rcnn/false_negative": 0.09084875452046953, "mask_rcnn/false_positive": 0.12100885566705802, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5695486295007868, "total_loss": 0.934133491886314} {"data_time": 0.013031343507464044, "eta_seconds": 28533.09744340134, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.3253813453363341, "fast_rcnn/fg_cls_accuracy": 0.6270399836801306, "iteration": 219719, "loss_box_reg": 0.22024995577521622, "loss_cls": 0.17871611332520843, "loss_mask": 0.22770272567868233, "loss_rpn_cls": 0.026353757571087044, "loss_rpn_loc": 0.0701282573863864, "loss_sem_seg": 0.21242855791933835, "lr": 0.002, "mask_rcnn/accuracy": 0.9041597211771832, "mask_rcnn/false_negative": 0.09973491853164115, "mask_rcnn/false_positive": 0.11290430889194566, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5823846405110089, "total_loss": 0.9467109777469886} {"data_time": 0.011789082498580683, "eta_seconds": 28535.866730384216, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.24589804858622064, "fast_rcnn/fg_cls_accuracy": 0.7430220075147611, "iteration": 219739, "loss_box_reg": 0.20900491159409285, "loss_cls": 0.17919728835113347, "loss_mask": 0.2278670803643763, "loss_rpn_cls": 0.0296363855159143, "loss_rpn_loc": 0.056838049698853865, "loss_sem_seg": 0.25038495822809637, "lr": 0.002, "mask_rcnn/accuracy": 0.9030844759778911, "mask_rcnn/false_negative": 0.07924417971444289, "mask_rcnn/false_positive": 0.10463438969888927, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5856706674967427, "total_loss": 0.9547815568657825} {"data_time": 0.013130025996360928, "eta_seconds": 28524.51165717422, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.2731804103755323, "fast_rcnn/fg_cls_accuracy": 0.7191310975609756, "iteration": 219759, "loss_box_reg": 0.2069837509188801, "loss_cls": 0.1639408625778742, "loss_mask": 0.22141735209152102, "loss_rpn_cls": 0.02445309488211933, "loss_rpn_loc": 0.06004106268665055, "loss_sem_seg": 0.2127632729243487, "lr": 0.002, "mask_rcnn/accuracy": 0.9095591591482481, "mask_rcnn/false_negative": 0.07769119937786445, "mask_rcnn/false_positive": 0.10351875960043663, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.5647229829992284, "total_loss": 0.8897289683663985} {"data_time": 0.011319311000988819, "eta_seconds": 28528.61172000598, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.2814793515171432, "fast_rcnn/fg_cls_accuracy": 0.7048964837331582, "iteration": 219779, "loss_box_reg": 0.21028992673382163, "loss_cls": 0.16262505727354437, "loss_mask": 0.2291741850785911, "loss_rpn_cls": 0.028296296688495204, "loss_rpn_loc": 0.060584923601709306, "loss_sem_seg": 0.24740658677183092, "lr": 0.002, "mask_rcnn/accuracy": 0.8968216655157106, "mask_rcnn/false_negative": 0.08922003198536427, "mask_rcnn/false_positive": 0.11024400362004745, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5658866700032377, "total_loss": 0.9222521416595555} {"data_time": 0.013273856500745751, "eta_seconds": 28521.999105125447, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.23315677966101694, "fast_rcnn/fg_cls_accuracy": 0.7352998900926362, "iteration": 219799, "loss_box_reg": 0.20696257753297687, "loss_cls": 0.1614841299597174, "loss_mask": 0.22838327940553427, "loss_rpn_cls": 0.025009384113218402, "loss_rpn_loc": 0.05365284672006965, "loss_sem_seg": 0.24469518661499023, "lr": 0.002, "mask_rcnn/accuracy": 0.8887914540816326, "mask_rcnn/false_negative": 0.08893163040017538, "mask_rcnn/false_positive": 0.11887354255233192, "roi_head/num_bg_samples": 431.0, "roi_head/num_fg_samples": 81.0, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5697949835011968, "total_loss": 0.9425452364594094} {"data_time": 0.01227703649783507, "eta_seconds": 28498.052772910523, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.3204427083333333, "fast_rcnn/fg_cls_accuracy": 0.6244818239795918, "iteration": 219819, "loss_box_reg": 0.21276927762664855, "loss_cls": 0.16668916743947193, "loss_mask": 0.23365376936271787, "loss_rpn_cls": 0.026148061639105435, "loss_rpn_loc": 0.05632834641437512, "loss_sem_seg": 0.23265099502168596, "lr": 0.002, "mask_rcnn/accuracy": 0.9003054349173849, "mask_rcnn/false_negative": 0.08272593985367133, "mask_rcnn/false_positive": 0.09914694046463611, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.561001464506262, "total_loss": 0.9146846172479854} {"data_time": 0.012448555004084483, "eta_seconds": 28496.489431263137, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.23352996306301338, "fast_rcnn/fg_cls_accuracy": 0.7165359477124184, "iteration": 219839, "loss_box_reg": 0.1935073919594288, "loss_cls": 0.1525886100716889, "loss_mask": 0.22560370666906238, "loss_rpn_cls": 0.024613487043097848, "loss_rpn_loc": 0.05426293727941811, "loss_sem_seg": 0.23386138444766402, "lr": 0.002, "mask_rcnn/accuracy": 0.8988339423607281, "mask_rcnn/false_negative": 0.09256364919652935, "mask_rcnn/false_positive": 0.11675887969934759, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5737849075012491, "total_loss": 0.9107960694818757} {"data_time": 0.011950437001360115, "eta_seconds": 28493.969135140418, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.2605717689100655, "fast_rcnn/fg_cls_accuracy": 0.7204968944099379, "iteration": 219859, "loss_box_reg": 0.22045102308038622, "loss_cls": 0.182634751254227, "loss_mask": 0.22683989303186536, "loss_rpn_cls": 0.0306830966292182, "loss_rpn_loc": 0.06386824721994344, "loss_sem_seg": 0.25432834355160594, "lr": 0.002, "mask_rcnn/accuracy": 0.9055656955280422, "mask_rcnn/false_negative": 0.08522789896095748, "mask_rcnn/false_positive": 0.10191045212934907, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5736002984922379, "total_loss": 1.012275620829314} {"data_time": 0.012474977498641238, "eta_seconds": 28480.6818331552, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.2999366554054054, "fast_rcnn/fg_cls_accuracy": 0.6775347991142043, "iteration": 219879, "loss_box_reg": 0.21610985649749637, "loss_cls": 0.17259947204729542, "loss_mask": 0.23218708764761686, "loss_rpn_cls": 0.03193764995376114, "loss_rpn_loc": 0.06779266595549416, "loss_sem_seg": 0.22211597813293338, "lr": 0.002, "mask_rcnn/accuracy": 0.8947713531129047, "mask_rcnn/false_negative": 0.08378953693434496, "mask_rcnn/false_positive": 0.1323076409914673, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5655271309951786, "total_loss": 0.9687355313290027} {"data_time": 0.012153178504377138, "eta_seconds": 28452.620353830935, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.242918961447679, "fast_rcnn/fg_cls_accuracy": 0.728448275862069, "iteration": 219899, "loss_box_reg": 0.22613173630088568, "loss_cls": 0.17745327157899737, "loss_mask": 0.2323042619973421, "loss_rpn_cls": 0.028216445032740012, "loss_rpn_loc": 0.06468733813380823, "loss_sem_seg": 0.19671912118792534, "lr": 0.002, "mask_rcnn/accuracy": 0.9006170637081052, "mask_rcnn/false_negative": 0.0934050346765237, "mask_rcnn/false_positive": 0.10938735408069516, "roi_head/num_bg_samples": 431.5, "roi_head/num_fg_samples": 80.5, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5611614225053927, "total_loss": 0.9461657737992937} {"data_time": 0.012016726002912037, "eta_seconds": 28441.262249061037, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.24410363311494937, "fast_rcnn/fg_cls_accuracy": 0.6999663576555024, "iteration": 219919, "loss_box_reg": 0.19377910438925028, "loss_cls": 0.15727881412021816, "loss_mask": 0.22790598450228572, "loss_rpn_cls": 0.02785066148135229, "loss_rpn_loc": 0.060433039092458785, "loss_sem_seg": 0.23645905358716846, "lr": 0.002, "mask_rcnn/accuracy": 0.9063371847484814, "mask_rcnn/false_negative": 0.07865933174835632, "mask_rcnn/false_positive": 0.11083003577357398, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.5544229679944692, "total_loss": 0.9004559426866763} {"data_time": 0.012887072502053343, "eta_seconds": 28439.67938076322, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.2924943015304461, "fast_rcnn/fg_cls_accuracy": 0.7018542921686747, "iteration": 219939, "loss_box_reg": 0.2183117817621678, "loss_cls": 0.16744191583711654, "loss_mask": 0.2310624746605754, "loss_rpn_cls": 0.02928243977657985, "loss_rpn_loc": 0.05539081845199689, "loss_sem_seg": 0.22408995404839516, "lr": 0.002, "mask_rcnn/accuracy": 0.8968018379732424, "mask_rcnn/false_negative": 0.08020889229330527, "mask_rcnn/false_positive": 0.10895809802200697, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5586315175023628, "total_loss": 0.9017418694456865} {"data_time": 0.013026536500547081, "eta_seconds": 28436.035894689325, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.21564044702342575, "fast_rcnn/fg_cls_accuracy": 0.7320058458165875, "iteration": 219959, "loss_box_reg": 0.19847618252970278, "loss_cls": 0.14909364300547168, "loss_mask": 0.21633134922012687, "loss_rpn_cls": 0.024832950258314668, "loss_rpn_loc": 0.05357265908969566, "loss_sem_seg": 0.22769672248978168, "lr": 0.002, "mask_rcnn/accuracy": 0.9237258340104191, "mask_rcnn/false_negative": 0.06197749231552474, "mask_rcnn/false_positive": 0.09717947432650324, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5687826739958837, "total_loss": 0.8737670015725598} {"data_time": 0.012546181496873032, "eta_seconds": 28443.703639971915, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.2617518623169792, "fast_rcnn/fg_cls_accuracy": 0.7002597402597402, "iteration": 219979, "loss_box_reg": 0.21194282139185816, "loss_cls": 0.16750429011881351, "loss_mask": 0.2362851263023913, "loss_rpn_cls": 0.026083015807671472, "loss_rpn_loc": 0.05738052970264107, "loss_sem_seg": 0.21818832680583, "lr": 0.002, "mask_rcnn/accuracy": 0.9030264946887847, "mask_rcnn/false_negative": 0.09327779449042115, "mask_rcnn/false_positive": 0.09999260519182362, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5789808384943171, "total_loss": 0.9206426851742435} {"data_time": 0.011432556995714549, "eta_seconds": 28431.667947084832, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.257183908045977, "fast_rcnn/fg_cls_accuracy": 0.7387838338895069, "iteration": 219999, "loss_box_reg": 0.21041153196711093, "loss_cls": 0.18592978175729513, "loss_mask": 0.24397938838228583, "loss_rpn_cls": 0.027131050708703697, "loss_rpn_loc": 0.07172381225973368, "loss_sem_seg": 0.22613818768877536, "lr": 0.002, "mask_rcnn/accuracy": 0.8807029752582178, "mask_rcnn/false_negative": 0.09554298297193048, "mask_rcnn/false_positive": 0.12397131418857942, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.576325727000949, "total_loss": 0.9912628794845659} {"data_time": 0.01184473200555658, "eta_seconds": 28405.804491215982, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.1935483870967742, "fast_rcnn/fg_cls_accuracy": 0.7231900172967631, "iteration": 220019, "loss_box_reg": 0.22873133420944214, "loss_cls": 0.17893613781780005, "loss_mask": 0.22805809695273638, "loss_rpn_cls": 0.027400245329772588, "loss_rpn_loc": 0.06731426506303251, "loss_sem_seg": 0.21795017877593637, "lr": 0.002, "mask_rcnn/accuracy": 0.8992985629688413, "mask_rcnn/false_negative": 0.08087035476396437, "mask_rcnn/false_positive": 0.11971247349745685, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5596713555059978, "total_loss": 0.9588120883563533} {"data_time": 0.012365914997644722, "eta_seconds": 28394.43785009587, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.22920971074380164, "fast_rcnn/fg_cls_accuracy": 0.7569393269466962, "iteration": 220039, "loss_box_reg": 0.2155934856273234, "loss_cls": 0.1719927187077701, "loss_mask": 0.2229107143357396, "loss_rpn_cls": 0.02769918757257983, "loss_rpn_loc": 0.06370072686695494, "loss_sem_seg": 0.2361825123662129, "lr": 0.002, "mask_rcnn/accuracy": 0.8995760275941362, "mask_rcnn/false_negative": 0.09059929808773506, "mask_rcnn/false_positive": 0.10205794622878546, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5672345935017802, "total_loss": 0.9649189649389882} {"data_time": 0.012512731002061628, "eta_seconds": 28390.280192349855, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.27744530244530247, "fast_rcnn/fg_cls_accuracy": 0.7074412726732084, "iteration": 220059, "loss_box_reg": 0.2083334461785853, "loss_cls": 0.16668648074846715, "loss_mask": 0.22655654419213533, "loss_rpn_cls": 0.02665931785304565, "loss_rpn_loc": 0.06353659548040014, "loss_sem_seg": 0.2337447884492576, "lr": 0.002, "mask_rcnn/accuracy": 0.8937227021490415, "mask_rcnn/false_negative": 0.08164101624513118, "mask_rcnn/false_positive": 0.14391024983742118, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5639828149942332, "total_loss": 0.9205388224108901} {"data_time": 0.012215847491461318, "eta_seconds": 28388.423609272868, "fast_rcnn/cls_accuracy": 0.96337890625, "fast_rcnn/false_negative": 0.1972289244717409, "fast_rcnn/fg_cls_accuracy": 0.7770588235294118, "iteration": 220079, "loss_box_reg": 0.21572723099961877, "loss_cls": 0.16904636658728123, "loss_mask": 0.23135028593242168, "loss_rpn_cls": 0.032307963407220086, "loss_rpn_loc": 0.07110515910608228, "loss_sem_seg": 0.23428236483596265, "lr": 0.002, "mask_rcnn/accuracy": 0.9187396580253724, "mask_rcnn/false_negative": 0.07385749839561075, "mask_rcnn/false_positive": 0.08206833880327234, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5758588155003963, "total_loss": 0.963718019422231} {"data_time": 0.01289294050366152, "eta_seconds": 28377.050269953033, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.274212786259542, "fast_rcnn/fg_cls_accuracy": 0.6757628380054577, "iteration": 220099, "loss_box_reg": 0.21468385611660779, "loss_cls": 0.17748852132353932, "loss_mask": 0.2349474965594709, "loss_rpn_cls": 0.026042866007628618, "loss_rpn_loc": 0.05835034014307894, "loss_sem_seg": 0.20966197014786303, "lr": 0.002, "mask_rcnn/accuracy": 0.887551172405407, "mask_rcnn/false_negative": 0.10518054164963248, "mask_rcnn/false_positive": 0.11844120155829038, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5618694209988462, "total_loss": 0.9277712154616893} {"data_time": 0.013005107997742016, "eta_seconds": 28364.094705532458, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.19931972789115646, "fast_rcnn/fg_cls_accuracy": 0.7285391079508726, "iteration": 220119, "loss_box_reg": 0.19605744490399957, "loss_cls": 0.16602322336984798, "loss_mask": 0.21960023045539856, "loss_rpn_cls": 0.02946263115700276, "loss_rpn_loc": 0.06331907503772527, "loss_sem_seg": 0.20632386463694274, "lr": 0.002, "mask_rcnn/accuracy": 0.8998441909231225, "mask_rcnn/false_negative": 0.10197643447253005, "mask_rcnn/false_positive": 0.1027877437354569, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5588846994942287, "total_loss": 0.9113636254678568} {"data_time": 0.011933059504372068, "eta_seconds": 28355.83190572499, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.2571706574160251, "fast_rcnn/fg_cls_accuracy": 0.6862913396860987, "iteration": 220139, "loss_box_reg": 0.2136161532253027, "loss_cls": 0.17599411471746862, "loss_mask": 0.2260683444328606, "loss_rpn_cls": 0.026303524631657638, "loss_rpn_loc": 0.06077738935709931, "loss_sem_seg": 0.23635843442752957, "lr": 0.002, "mask_rcnn/accuracy": 0.883472386501839, "mask_rcnn/false_negative": 0.0925764505863611, "mask_rcnn/false_positive": 0.13392310562503462, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.5719179945008364, "total_loss": 0.9656038567409269} {"data_time": 0.012251456493686419, "eta_seconds": 28340.688429244517, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.27246932515337424, "fast_rcnn/fg_cls_accuracy": 0.6772185761164218, "iteration": 220159, "loss_box_reg": 0.18498090002685785, "loss_cls": 0.15810907864943147, "loss_mask": 0.21710992883890867, "loss_rpn_cls": 0.03020789413130842, "loss_rpn_loc": 0.05681755058321869, "loss_sem_seg": 0.208550424547866, "lr": 0.002, "mask_rcnn/accuracy": 0.9010766902546459, "mask_rcnn/false_negative": 0.08687941645122813, "mask_rcnn/false_positive": 0.10505206481904264, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5752954420022434, "total_loss": 0.8491050630109385} {"data_time": 0.012120103994675446, "eta_seconds": 28331.920531169002, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.27227351641414144, "fast_rcnn/fg_cls_accuracy": 0.6746852517985611, "iteration": 220179, "loss_box_reg": 0.21547557832673192, "loss_cls": 0.17575985426083207, "loss_mask": 0.2264187685213983, "loss_rpn_cls": 0.02853594898533629, "loss_rpn_loc": 0.06019645888591185, "loss_sem_seg": 0.2123952995170839, "lr": 0.002, "mask_rcnn/accuracy": 0.8943914722335652, "mask_rcnn/false_negative": 0.09626382525829989, "mask_rcnn/false_positive": 0.11129429432100985, "roi_head/num_bg_samples": 420.25, "roi_head/num_fg_samples": 91.75, "rpn/num_neg_anchors": 207.5, "rpn/num_pos_anchors": 48.5, "time": 0.5660534459966584, "total_loss": 0.9478385607508244} {"data_time": 0.011987052494077943, "eta_seconds": 28316.245957952888, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.19290016615895872, "fast_rcnn/fg_cls_accuracy": 0.7857414843533648, "iteration": 220199, "loss_box_reg": 0.2031884863972664, "loss_cls": 0.15916323009878397, "loss_mask": 0.2181582343764603, "loss_rpn_cls": 0.02650782601631363, "loss_rpn_loc": 0.05205794897847227, "loss_sem_seg": 0.24690239084884524, "lr": 0.002, "mask_rcnn/accuracy": 0.9096401808301002, "mask_rcnn/false_negative": 0.07386818081628567, "mask_rcnn/false_positive": 0.11580639607367428, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5626732509917929, "total_loss": 0.914954701976967} {"data_time": 0.012354353493719827, "eta_seconds": 28303.09955719534, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.2997242050616483, "fast_rcnn/fg_cls_accuracy": 0.6970108695652174, "iteration": 220219, "loss_box_reg": 0.19040917372331023, "loss_cls": 0.15398940828163177, "loss_mask": 0.2092533688992262, "loss_rpn_cls": 0.02758263674331829, "loss_rpn_loc": 0.055710234213620424, "loss_sem_seg": 0.20683012250810862, "lr": 0.002, "mask_rcnn/accuracy": 0.8991747805488655, "mask_rcnn/false_negative": 0.09464613214957124, "mask_rcnn/false_positive": 0.11522833514211328, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.5644674784998642, "total_loss": 0.8726076667517191} {"data_time": 0.013683018507435918, "eta_seconds": 28289.119493482962, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.24558823529411766, "fast_rcnn/fg_cls_accuracy": 0.7485294117647059, "iteration": 220239, "loss_box_reg": 0.18982924113515764, "loss_cls": 0.15529795223847032, "loss_mask": 0.21576641965657473, "loss_rpn_cls": 0.029117356076312717, "loss_rpn_loc": 0.06263611244503409, "loss_sem_seg": 0.20871458086185157, "lr": 0.002, "mask_rcnn/accuracy": 0.9022348481812206, "mask_rcnn/false_negative": 0.09661352405916168, "mask_rcnn/false_positive": 0.10324897181231907, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.565607775002718, "total_loss": 0.8419802234748204} {"data_time": 0.013649128995893989, "eta_seconds": 28268.63167328635, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.26240852386910857, "fast_rcnn/fg_cls_accuracy": 0.7178174648314564, "iteration": 220259, "loss_box_reg": 0.2002132860943675, "loss_cls": 0.15633997810073197, "loss_mask": 0.21945004258304834, "loss_rpn_cls": 0.02866592355485409, "loss_rpn_loc": 0.04960600711638108, "loss_sem_seg": 0.21938518434762955, "lr": 0.002, "mask_rcnn/accuracy": 0.9118906750281599, "mask_rcnn/false_negative": 0.09428801146587053, "mask_rcnn/false_positive": 0.10209392114726927, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5590455275014392, "total_loss": 0.8693098683556855} {"data_time": 0.012452529997972306, "eta_seconds": 28268.986422195405, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.2503327417923691, "fast_rcnn/fg_cls_accuracy": 0.7320652173913043, "iteration": 220279, "loss_box_reg": 0.19987978599965572, "loss_cls": 0.17101700394414365, "loss_mask": 0.22824585065245628, "loss_rpn_cls": 0.02729765619733371, "loss_rpn_loc": 0.0623358809389174, "loss_sem_seg": 0.23434595530852675, "lr": 0.002, "mask_rcnn/accuracy": 0.9000063465920349, "mask_rcnn/false_negative": 0.09376553466330978, "mask_rcnn/false_positive": 0.11485453967414472, "roi_head/num_bg_samples": 430.75, "roi_head/num_fg_samples": 81.25, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5784784284987836, "total_loss": 0.942279566617799} {"data_time": 0.013106165504723322, "eta_seconds": 28261.740361253156, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.23446948873007145, "fast_rcnn/fg_cls_accuracy": 0.6990575123830489, "iteration": 220299, "loss_box_reg": 0.20329476753249764, "loss_cls": 0.1641556047834456, "loss_mask": 0.2253414411097765, "loss_rpn_cls": 0.028823801752878353, "loss_rpn_loc": 0.05912330087448936, "loss_sem_seg": 0.2074129292741418, "lr": 0.002, "mask_rcnn/accuracy": 0.8989064276624132, "mask_rcnn/false_negative": 0.08387508830035778, "mask_rcnn/false_positive": 0.11611205036796399, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.5634099845046876, "total_loss": 0.9324129545129836} {"data_time": 0.012147614506829996, "eta_seconds": 28239.31554682205, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.2578895463510848, "fast_rcnn/fg_cls_accuracy": 0.7268494878803352, "iteration": 220319, "loss_box_reg": 0.19243829883635044, "loss_cls": 0.1654022834263742, "loss_mask": 0.2285340577363968, "loss_rpn_cls": 0.023661710089072585, "loss_rpn_loc": 0.06185665194061585, "loss_sem_seg": 0.24992155376821756, "lr": 0.002, "mask_rcnn/accuracy": 0.8984046493450953, "mask_rcnn/false_negative": 0.09439322332222022, "mask_rcnn/false_positive": 0.11118323220317763, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5562234749959316, "total_loss": 0.959257451002486} {"data_time": 0.012941164495714474, "eta_seconds": 28236.566106776336, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.28633303906422425, "fast_rcnn/fg_cls_accuracy": 0.6954823369565217, "iteration": 220339, "loss_box_reg": 0.22576741641387343, "loss_cls": 0.1826301785185933, "loss_mask": 0.23043492855504155, "loss_rpn_cls": 0.02863578113465337, "loss_rpn_loc": 0.06767125791520812, "loss_sem_seg": 0.23254373902454972, "lr": 0.002, "mask_rcnn/accuracy": 0.8901383544066301, "mask_rcnn/false_negative": 0.09151503833881358, "mask_rcnn/false_positive": 0.13551356393505173, "roi_head/num_bg_samples": 419.0, "roi_head/num_fg_samples": 93.0, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.5771744904996012, "total_loss": 0.9708332545560552} {"data_time": 0.01222014450468123, "eta_seconds": 28220.89951520242, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.2878934762773723, "fast_rcnn/fg_cls_accuracy": 0.6484455779968291, "iteration": 220359, "loss_box_reg": 0.22435181098990142, "loss_cls": 0.17536615120479837, "loss_mask": 0.22529019741341472, "loss_rpn_cls": 0.03366146364442102, "loss_rpn_loc": 0.07318804248643573, "loss_sem_seg": 0.21466088178567588, "lr": 0.002, "mask_rcnn/accuracy": 0.9054419051552454, "mask_rcnn/false_negative": 0.07794278242328007, "mask_rcnn/false_positive": 0.10466796441725398, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.568749851998291, "total_loss": 0.9986989921417262} {"data_time": 0.012849148493842222, "eta_seconds": 28196.562583408035, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.26960416666666664, "fast_rcnn/fg_cls_accuracy": 0.6998005319148937, "iteration": 220379, "loss_box_reg": 0.2131195943802595, "loss_cls": 0.16753281513229012, "loss_mask": 0.22520309733226895, "loss_rpn_cls": 0.03092115025719977, "loss_rpn_loc": 0.0650815285043791, "loss_sem_seg": 0.2328583321068436, "lr": 0.002, "mask_rcnn/accuracy": 0.9025095300904453, "mask_rcnn/false_negative": 0.08079714270612359, "mask_rcnn/false_positive": 0.10965827463063654, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5541272499976913, "total_loss": 0.9899934890345321} {"data_time": 0.012437335994036403, "eta_seconds": 28186.003805129498, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.2351029252437703, "fast_rcnn/fg_cls_accuracy": 0.6298690932311622, "iteration": 220399, "loss_box_reg": 0.21801746466371696, "loss_cls": 0.16865205694921315, "loss_mask": 0.2289995141327381, "loss_rpn_cls": 0.030373269284609705, "loss_rpn_loc": 0.05611195517121814, "loss_sem_seg": 0.20964841335080564, "lr": 0.002, "mask_rcnn/accuracy": 0.8992650631681244, "mask_rcnn/false_negative": 0.08097493551975227, "mask_rcnn/false_positive": 0.12943323244460417, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5659370889989077, "total_loss": 0.9436104966443963} {"data_time": 0.012751578004099429, "eta_seconds": 28171.410466441805, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.2555904961565339, "fast_rcnn/fg_cls_accuracy": 0.7120811287477955, "iteration": 220419, "loss_box_reg": 0.20260249264538288, "loss_cls": 0.1665448586572893, "loss_mask": 0.22560104867443442, "loss_rpn_cls": 0.02853215093637118, "loss_rpn_loc": 0.06278290689806454, "loss_sem_seg": 0.2227116129361093, "lr": 0.002, "mask_rcnn/accuracy": 0.9073651364480977, "mask_rcnn/false_negative": 0.0777226459186785, "mask_rcnn/false_positive": 0.11187676825859352, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5649804240019876, "total_loss": 0.9113369485057774} {"data_time": 0.011449451994849369, "eta_seconds": 28155.436509614796, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.26223009446693657, "fast_rcnn/fg_cls_accuracy": 0.6813737387746611, "iteration": 220439, "loss_box_reg": 0.2121428083628416, "loss_cls": 0.16919772955588996, "loss_mask": 0.21483087772503495, "loss_rpn_cls": 0.027639029285637662, "loss_rpn_loc": 0.06504592901910655, "loss_sem_seg": 0.24774977006018162, "lr": 0.002, "mask_rcnn/accuracy": 0.904022815623843, "mask_rcnn/false_negative": 0.09809690556056111, "mask_rcnn/false_positive": 0.10337656606811044, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5578913930003182, "total_loss": 0.9640101638215128} {"data_time": 0.012254579000000376, "eta_seconds": 28138.019007175848, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.25466028079072167, "fast_rcnn/fg_cls_accuracy": 0.703473132372215, "iteration": 220459, "loss_box_reg": 0.21335978200659156, "loss_cls": 0.17143538955133408, "loss_mask": 0.2215788634493947, "loss_rpn_cls": 0.027760584227507934, "loss_rpn_loc": 0.055288814270170406, "loss_sem_seg": 0.20723914285190403, "lr": 0.002, "mask_rcnn/accuracy": 0.9282617009325691, "mask_rcnn/false_negative": 0.06533913022371338, "mask_rcnn/false_positive": 0.09656233140261053, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5636782509973273, "total_loss": 0.9317162002698751} {"data_time": 0.012218098498124164, "eta_seconds": 28100.186236944253, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.21120026199443262, "fast_rcnn/fg_cls_accuracy": 0.7366071428571428, "iteration": 220479, "loss_box_reg": 0.2019996950402856, "loss_cls": 0.1651571593247354, "loss_mask": 0.2356414133682847, "loss_rpn_cls": 0.028459848096645146, "loss_rpn_loc": 0.06027673263452016, "loss_sem_seg": 0.22122403676621616, "lr": 0.002, "mask_rcnn/accuracy": 0.9033853966508824, "mask_rcnn/false_negative": 0.08754723612572812, "mask_rcnn/false_positive": 0.10051242242170719, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5660043859970756, "total_loss": 0.9036624204891268} {"data_time": 0.012938596999447327, "eta_seconds": 28084.99123802218, "fast_rcnn/cls_accuracy": 0.95751953125, "fast_rcnn/false_negative": 0.21047619047619048, "fast_rcnn/fg_cls_accuracy": 0.7759127789046654, "iteration": 220499, "loss_box_reg": 0.20643983874469995, "loss_cls": 0.1684191608801484, "loss_mask": 0.23652749182656407, "loss_rpn_cls": 0.026503760724153835, "loss_rpn_loc": 0.06257588989683427, "loss_sem_seg": 0.21777910133823752, "lr": 0.002, "mask_rcnn/accuracy": 0.9076790600626697, "mask_rcnn/false_negative": 0.0800448250844471, "mask_rcnn/false_positive": 0.1085781627321819, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5645479719969444, "total_loss": 0.9218348365175189} {"data_time": 0.014682668996101711, "eta_seconds": 28058.50820345105, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.18405600722673893, "fast_rcnn/fg_cls_accuracy": 0.815943992773261, "iteration": 220519, "loss_box_reg": 0.20432667178101838, "loss_cls": 0.1620178217999637, "loss_mask": 0.22004696493968368, "loss_rpn_cls": 0.02368686181216617, "loss_rpn_loc": 0.058255962387192994, "loss_sem_seg": 0.220027940813452, "lr": 0.002, "mask_rcnn/accuracy": 0.9205136276471204, "mask_rcnn/false_negative": 0.06722746115327255, "mask_rcnn/false_positive": 0.09412636167029667, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5624519025004702, "total_loss": 0.8991691316914512} {"data_time": 0.012840034498367459, "eta_seconds": 28047.94097098666, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.27480328429695516, "fast_rcnn/fg_cls_accuracy": 0.6955465317534283, "iteration": 220539, "loss_box_reg": 0.21689004776999354, "loss_cls": 0.17240207642316818, "loss_mask": 0.23257196508347988, "loss_rpn_cls": 0.029020495458098594, "loss_rpn_loc": 0.06487283628666773, "loss_sem_seg": 0.20987295219674706, "lr": 0.002, "mask_rcnn/accuracy": 0.8969044805713524, "mask_rcnn/false_negative": 0.0872078010213306, "mask_rcnn/false_positive": 0.11504903641170383, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5676807704949169, "total_loss": 0.9207330388016999} {"data_time": 0.012167865999799687, "eta_seconds": 28036.59953390654, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.26455767077267633, "fast_rcnn/fg_cls_accuracy": 0.7035070048530354, "iteration": 220559, "loss_box_reg": 0.2186156972311437, "loss_cls": 0.17133709928020835, "loss_mask": 0.2347240662202239, "loss_rpn_cls": 0.0297633199916163, "loss_rpn_loc": 0.05969274858944118, "loss_sem_seg": 0.23852242343127728, "lr": 0.002, "mask_rcnn/accuracy": 0.894050889586604, "mask_rcnn/false_negative": 0.09657259890391709, "mask_rcnn/false_positive": 0.1067249576636744, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5804036034969613, "total_loss": 0.9639875068969559} {"data_time": 0.013726538003538735, "eta_seconds": 28026.67109223515, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.25657276995305167, "fast_rcnn/fg_cls_accuracy": 0.7289115646258504, "iteration": 220579, "loss_box_reg": 0.20980945718474686, "loss_cls": 0.1668493035249412, "loss_mask": 0.22020111000165343, "loss_rpn_cls": 0.021174066903768107, "loss_rpn_loc": 0.056936358829261735, "loss_sem_seg": 0.22370046516880393, "lr": 0.002, "mask_rcnn/accuracy": 0.8963653449184552, "mask_rcnn/false_negative": 0.08220712764199148, "mask_rcnn/false_positive": 0.11449802989082969, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.5715256799958297, "total_loss": 0.9332391941861715} {"data_time": 0.01237042550201295, "eta_seconds": 28018.98048411726, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.25498982964658023, "fast_rcnn/fg_cls_accuracy": 0.6787978142076503, "iteration": 220599, "loss_box_reg": 0.22581631876528263, "loss_cls": 0.17988048680126667, "loss_mask": 0.22922701947391033, "loss_rpn_cls": 0.025834625674178824, "loss_rpn_loc": 0.06324725662125275, "loss_sem_seg": 0.22747155092656612, "lr": 0.002, "mask_rcnn/accuracy": 0.9013353696741855, "mask_rcnn/false_negative": 0.09257967429413269, "mask_rcnn/false_positive": 0.10464281937274092, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.579952169500757, "total_loss": 0.9770980390749173} {"data_time": 0.011550046503543854, "eta_seconds": 27996.253146133167, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.22126311188811187, "fast_rcnn/fg_cls_accuracy": 0.7611587631118881, "iteration": 220619, "loss_box_reg": 0.20753465918824077, "loss_cls": 0.16680281923618168, "loss_mask": 0.23395553836598992, "loss_rpn_cls": 0.025702447790536098, "loss_rpn_loc": 0.0609852585621411, "loss_sem_seg": 0.22617755644023418, "lr": 0.002, "mask_rcnn/accuracy": 0.9012826336444231, "mask_rcnn/false_negative": 0.08749918867235107, "mask_rcnn/false_positive": 0.10139074631213432, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.561759701500705, "total_loss": 0.944800560708245} {"data_time": 0.013170737496693619, "eta_seconds": 27981.289592354966, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.2791666666666667, "fast_rcnn/fg_cls_accuracy": 0.7045646067415731, "iteration": 220639, "loss_box_reg": 0.21153905475512147, "loss_cls": 0.1633314504288137, "loss_mask": 0.2276035062968731, "loss_rpn_cls": 0.027480099510285072, "loss_rpn_loc": 0.058828787761740386, "loss_sem_seg": 0.19616085197776556, "lr": 0.002, "mask_rcnn/accuracy": 0.9081838380513496, "mask_rcnn/false_negative": 0.0877295656589807, "mask_rcnn/false_positive": 0.10704449114900645, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5668092679989059, "total_loss": 0.9185730694880476} {"data_time": 0.012731285998597741, "eta_seconds": 27972.894561028792, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3786549707602339, "fast_rcnn/fg_cls_accuracy": 0.5853723404255319, "iteration": 220659, "loss_box_reg": 0.2095371475443244, "loss_cls": 0.17701903963461518, "loss_mask": 0.2242952324450016, "loss_rpn_cls": 0.021959630132187158, "loss_rpn_loc": 0.05539642887015361, "loss_sem_seg": 0.23725302889943123, "lr": 0.002, "mask_rcnn/accuracy": 0.8814479054643485, "mask_rcnn/false_negative": 0.112757528076387, "mask_rcnn/false_positive": 0.12784642861024192, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5650671145049273, "total_loss": 0.9336547204875387} {"data_time": 0.011785244001657702, "eta_seconds": 27967.779210250585, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.27454498846449626, "fast_rcnn/fg_cls_accuracy": 0.6629359543436906, "iteration": 220679, "loss_box_reg": 0.20764588797464967, "loss_cls": 0.16524950740858912, "loss_mask": 0.23444540984928608, "loss_rpn_cls": 0.025833450839854777, "loss_rpn_loc": 0.06430263421498239, "loss_sem_seg": 0.19490264309570193, "lr": 0.002, "mask_rcnn/accuracy": 0.9055287616566383, "mask_rcnn/false_negative": 0.07767035782254568, "mask_rcnn/false_positive": 0.12322520732187991, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5717102825074107, "total_loss": 0.9039174397257739} {"data_time": 0.012979456507309806, "eta_seconds": 27956.438086100527, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.23904227782571183, "fast_rcnn/fg_cls_accuracy": 0.7589085418464193, "iteration": 220699, "loss_box_reg": 0.2147000984987244, "loss_cls": 0.1662763289641589, "loss_mask": 0.2392388372682035, "loss_rpn_cls": 0.02599167067091912, "loss_rpn_loc": 0.07347722092526965, "loss_sem_seg": 0.23291047173552215, "lr": 0.002, "mask_rcnn/accuracy": 0.8972088415952677, "mask_rcnn/false_negative": 0.09295559784969165, "mask_rcnn/false_positive": 0.10866236817076455, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5705467174993828, "total_loss": 0.9491537752564909} {"data_time": 0.011613371498242486, "eta_seconds": 27942.179995054605, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.26987732848705137, "fast_rcnn/fg_cls_accuracy": 0.7202660406885759, "iteration": 220719, "loss_box_reg": 0.2021725312806666, "loss_cls": 0.155272786738351, "loss_mask": 0.22239897213876247, "loss_rpn_cls": 0.019600771433033515, "loss_rpn_loc": 0.06345924458582886, "loss_sem_seg": 0.21922911377623677, "lr": 0.002, "mask_rcnn/accuracy": 0.9019460854517245, "mask_rcnn/false_negative": 0.08276011554693523, "mask_rcnn/false_positive": 0.11412234454067297, "roi_head/num_bg_samples": 430.75, "roi_head/num_fg_samples": 81.25, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5749968960080878, "total_loss": 0.9154525551675761} {"data_time": 0.012927950505400077, "eta_seconds": 27921.591498921953, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.2751748100828729, "fast_rcnn/fg_cls_accuracy": 0.7150595649171271, "iteration": 220739, "loss_box_reg": 0.2238667632918805, "loss_cls": 0.18172061629593372, "loss_mask": 0.23612683545798063, "loss_rpn_cls": 0.025766827231564093, "loss_rpn_loc": 0.06474158202763647, "loss_sem_seg": 0.23375800414942205, "lr": 0.002, "mask_rcnn/accuracy": 0.906764916557756, "mask_rcnn/false_negative": 0.09916981254305765, "mask_rcnn/false_positive": 0.11186727257906902, "roi_head/num_bg_samples": 432.75, "roi_head/num_fg_samples": 79.25, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.5691931005057995, "total_loss": 0.9405248916445998} {"data_time": 0.012743044506350998, "eta_seconds": 27916.20155812851, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.21488709227766936, "fast_rcnn/fg_cls_accuracy": 0.7515288182235133, "iteration": 220759, "loss_box_reg": 0.2051779506728053, "loss_cls": 0.16840142267756164, "loss_mask": 0.21894937474280596, "loss_rpn_cls": 0.024642883458000142, "loss_rpn_loc": 0.05510804377263412, "loss_sem_seg": 0.21234119473956525, "lr": 0.002, "mask_rcnn/accuracy": 0.9162090203597739, "mask_rcnn/false_negative": 0.08565861874962233, "mask_rcnn/false_positive": 0.07955381944715126, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 235.25, "rpn/num_pos_anchors": 20.75, "time": 0.5723056314964197, "total_loss": 0.8820348532462958} {"data_time": 0.012295783002628013, "eta_seconds": 27904.862957548452, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.2874358974358975, "fast_rcnn/fg_cls_accuracy": 0.6991550116550117, "iteration": 220779, "loss_box_reg": 0.22218947019428015, "loss_cls": 0.18077064817771316, "loss_mask": 0.243089254014194, "loss_rpn_cls": 0.02522382789902622, "loss_rpn_loc": 0.06385925342328846, "loss_sem_seg": 0.22361464519053698, "lr": 0.002, "mask_rcnn/accuracy": 0.9037532080139749, "mask_rcnn/false_negative": 0.08069845848277662, "mask_rcnn/false_positive": 0.11742025139279277, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.565427029505372, "total_loss": 0.955808869926841} {"data_time": 0.01290022699686233, "eta_seconds": 27893.524356968395, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.2206802519764935, "fast_rcnn/fg_cls_accuracy": 0.7500750675608048, "iteration": 220799, "loss_box_reg": 0.20139521174132824, "loss_cls": 0.16305837081745267, "loss_mask": 0.21989302663132548, "loss_rpn_cls": 0.024329089965249295, "loss_rpn_loc": 0.05547884400584735, "loss_sem_seg": 0.24441630160436034, "lr": 0.002, "mask_rcnn/accuracy": 0.9018008094926453, "mask_rcnn/false_negative": 0.09298501113685484, "mask_rcnn/false_positive": 0.12325452476120947, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5656804764948902, "total_loss": 0.8967788743175333} {"data_time": 0.013027019995206501, "eta_seconds": 27891.480694430524, "fast_rcnn/cls_accuracy": 0.96240234375, "fast_rcnn/false_negative": 0.17282142857142857, "fast_rcnn/fg_cls_accuracy": 0.7771015903927296, "iteration": 220819, "loss_box_reg": 0.18208739859983325, "loss_cls": 0.15085562923923135, "loss_mask": 0.21586314402520657, "loss_rpn_cls": 0.025584905404684832, "loss_rpn_loc": 0.06231975241098553, "loss_sem_seg": 0.2459629257209599, "lr": 0.002, "mask_rcnn/accuracy": 0.9245201912340414, "mask_rcnn/false_negative": 0.08025641921850837, "mask_rcnn/false_positive": 0.08188770691308322, "roi_head/num_bg_samples": 457.75, "roi_head/num_fg_samples": 54.25, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.5701311770026223, "total_loss": 0.8996565022607683} {"data_time": 0.012799905001884326, "eta_seconds": 27877.05021705012, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.31878401755200203, "fast_rcnn/fg_cls_accuracy": 0.6354741011105072, "iteration": 220839, "loss_box_reg": 0.20095293875783682, "loss_cls": 0.17781671835109591, "loss_mask": 0.23072734288871288, "loss_rpn_cls": 0.026027341533335857, "loss_rpn_loc": 0.0626524664403405, "loss_sem_seg": 0.21964138862676919, "lr": 0.002, "mask_rcnn/accuracy": 0.8953370019120206, "mask_rcnn/false_negative": 0.08758356557215638, "mask_rcnn/false_positive": 0.1219014852015019, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.5581824089967995, "total_loss": 0.9467939521782682} {"data_time": 0.01243239550240105, "eta_seconds": 27862.355194827112, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.2779181985294118, "fast_rcnn/fg_cls_accuracy": 0.6982649174777825, "iteration": 220859, "loss_box_reg": 0.2017066611442715, "loss_cls": 0.1671668658964336, "loss_mask": 0.23670858517289162, "loss_rpn_cls": 0.02966735297377454, "loss_rpn_loc": 0.06793800293235108, "loss_sem_seg": 0.26061000139452517, "lr": 0.002, "mask_rcnn/accuracy": 0.8965726317122593, "mask_rcnn/false_negative": 0.09367300417139243, "mask_rcnn/false_positive": 0.12290393240566944, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.5587910055037355, "total_loss": 0.9377090238122037} {"data_time": 0.012280175498744939, "eta_seconds": 27851.015435687157, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.2411982104648901, "fast_rcnn/fg_cls_accuracy": 0.7564432989690721, "iteration": 220879, "loss_box_reg": 0.22644207580015063, "loss_cls": 0.17430477775633335, "loss_mask": 0.22958905389532447, "loss_rpn_cls": 0.03177518513984978, "loss_rpn_loc": 0.05894452051143162, "loss_sem_seg": 0.2320353528484702, "lr": 0.002, "mask_rcnn/accuracy": 0.9023119113423921, "mask_rcnn/false_negative": 0.08636687776829186, "mask_rcnn/false_positive": 0.11095559892884785, "roi_head/num_bg_samples": 423.25, "roi_head/num_fg_samples": 88.75, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5677677745043184, "total_loss": 0.9831744720759161} {"data_time": 0.012376562001009006, "eta_seconds": 27839.737666674468, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.26567398119122254, "fast_rcnn/fg_cls_accuracy": 0.7267502612330199, "iteration": 220899, "loss_box_reg": 0.1744734614621848, "loss_cls": 0.15545475715771317, "loss_mask": 0.23463388811796904, "loss_rpn_cls": 0.029201797628047643, "loss_rpn_loc": 0.06299731152830645, "loss_sem_seg": 0.2303934874944389, "lr": 0.002, "mask_rcnn/accuracy": 0.9111742795261103, "mask_rcnn/false_negative": 0.07450573161242857, "mask_rcnn/false_positive": 0.10163571527085216, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5524405764954281, "total_loss": 0.8683706275551231} {"data_time": 0.013249172501673456, "eta_seconds": 27841.13580043721, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.2511441647597254, "fast_rcnn/fg_cls_accuracy": 0.717075806700633, "iteration": 220919, "loss_box_reg": 0.2056755549274385, "loss_cls": 0.16280292766168714, "loss_mask": 0.22371237445622683, "loss_rpn_cls": 0.029518634404666955, "loss_rpn_loc": 0.06046399415936321, "loss_sem_seg": 0.2143780547194183, "lr": 0.002, "mask_rcnn/accuracy": 0.9056241197266308, "mask_rcnn/false_negative": 0.08678204553075217, "mask_rcnn/false_positive": 0.10926242762226845, "roi_head/num_bg_samples": 433.0, "roi_head/num_fg_samples": 79.0, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5757632559980266, "total_loss": 0.9350806080765324} {"data_time": 0.012699036502453964, "eta_seconds": 27833.015825822105, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.2917992603423067, "fast_rcnn/fg_cls_accuracy": 0.6777041942604856, "iteration": 220939, "loss_box_reg": 0.21809744695201516, "loss_cls": 0.16810490423813462, "loss_mask": 0.22666639694944024, "loss_rpn_cls": 0.03234276830335148, "loss_rpn_loc": 0.07128887770522851, "loss_sem_seg": 0.22223624680191278, "lr": 0.002, "mask_rcnn/accuracy": 0.9039125769355362, "mask_rcnn/false_negative": 0.08359613876199562, "mask_rcnn/false_positive": 0.08535803151389802, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5607550929926219, "total_loss": 0.9186990910820896} {"data_time": 0.012382572000205982, "eta_seconds": 27814.79771505829, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.29739884393063587, "fast_rcnn/fg_cls_accuracy": 0.6849612403100775, "iteration": 220959, "loss_box_reg": 0.21362680802121758, "loss_cls": 0.17473007063381374, "loss_mask": 0.23442858830094337, "loss_rpn_cls": 0.028186014154925942, "loss_rpn_loc": 0.05688442662358284, "loss_sem_seg": 0.21764793549664319, "lr": 0.002, "mask_rcnn/accuracy": 0.8926080087350554, "mask_rcnn/false_negative": 0.09422374065859203, "mask_rcnn/false_positive": 0.12183515214298057, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.5681539645011071, "total_loss": 0.9768099674911355} {"data_time": 0.012784320999344345, "eta_seconds": 27785.039905788675, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.2595238095238095, "fast_rcnn/fg_cls_accuracy": 0.7077922077922079, "iteration": 220979, "loss_box_reg": 0.21656649746000767, "loss_cls": 0.17489429307170212, "loss_mask": 0.22626941977068782, "loss_rpn_cls": 0.03028033643931849, "loss_rpn_loc": 0.06189880790770985, "loss_sem_seg": 0.2244206212926656, "lr": 0.002, "mask_rcnn/accuracy": 0.9002031282396848, "mask_rcnn/false_negative": 0.09374152862441704, "mask_rcnn/false_positive": 0.10578893711748216, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5570233410035144, "total_loss": 0.956528627561056} {"data_time": 0.012152602008427493, "eta_seconds": 27773.703931448785, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.33091884641180414, "fast_rcnn/fg_cls_accuracy": 0.6373688458434221, "iteration": 220999, "loss_box_reg": 0.21490516397170722, "loss_cls": 0.1718741855584085, "loss_mask": 0.21882544737309217, "loss_rpn_cls": 0.025593331974960165, "loss_rpn_loc": 0.05863817338831723, "loss_sem_seg": 0.22814679611474276, "lr": 0.002, "mask_rcnn/accuracy": 0.8899270567602041, "mask_rcnn/false_negative": 0.09068991603885027, "mask_rcnn/false_positive": 0.12000073350045083, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5700530749891186, "total_loss": 0.9544579984831216} {"data_time": 0.01249698349420214, "eta_seconds": 27767.272620859774, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.31009615384615385, "fast_rcnn/fg_cls_accuracy": 0.6406009449487711, "iteration": 221019, "loss_box_reg": 0.20631427550688386, "loss_cls": 0.1750699388794601, "loss_mask": 0.22920066863298416, "loss_rpn_cls": 0.024451383796986192, "loss_rpn_loc": 0.07508947081805672, "loss_sem_seg": 0.21786243631504476, "lr": 0.002, "mask_rcnn/accuracy": 0.8891948038682118, "mask_rcnn/false_negative": 0.09102134692926009, "mask_rcnn/false_positive": 0.11505620870910722, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5673558934940957, "total_loss": 0.9292322316250647} {"data_time": 0.013537250997615047, "eta_seconds": 27751.54871762079, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.2504245923913043, "fast_rcnn/fg_cls_accuracy": 0.6916083916083916, "iteration": 221039, "loss_box_reg": 0.2248764969408512, "loss_cls": 0.18052377842832357, "loss_mask": 0.23542842082679272, "loss_rpn_cls": 0.029836854795576073, "loss_rpn_loc": 0.06718873084173538, "loss_sem_seg": 0.21917106327600777, "lr": 0.002, "mask_rcnn/accuracy": 0.9031386435546309, "mask_rcnn/false_negative": 0.0848324961943598, "mask_rcnn/false_positive": 0.09883051262444492, "roi_head/num_bg_samples": 429.25, "roi_head/num_fg_samples": 82.75, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5587965959930443, "total_loss": 0.9758854447281919} {"data_time": 0.013434494008834008, "eta_seconds": 27740.212532200712, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.2720730527334301, "fast_rcnn/fg_cls_accuracy": 0.7074646580037127, "iteration": 221059, "loss_box_reg": 0.22252323990687728, "loss_cls": 0.17919223313219845, "loss_mask": 0.23171249451115727, "loss_rpn_cls": 0.034015262841421645, "loss_rpn_loc": 0.07414895974216051, "loss_sem_seg": 0.23415846563875675, "lr": 0.002, "mask_rcnn/accuracy": 0.8968572285029119, "mask_rcnn/false_negative": 0.08131299846968892, "mask_rcnn/false_positive": 0.13453089435929014, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.563738781005668, "total_loss": 1.0177563177858246} {"data_time": 0.012103005501558073, "eta_seconds": 27719.50281425733, "fast_rcnn/cls_accuracy": 0.91015625, "fast_rcnn/false_negative": 0.33148539991536186, "fast_rcnn/fg_cls_accuracy": 0.6264753821942446, "iteration": 221079, "loss_box_reg": 0.20960039552301168, "loss_cls": 0.16767900483682752, "loss_mask": 0.21740172011777759, "loss_rpn_cls": 0.02836710851988755, "loss_rpn_loc": 0.0633071070042206, "loss_sem_seg": 0.21844893787056208, "lr": 0.002, "mask_rcnn/accuracy": 0.8827226004804232, "mask_rcnn/false_negative": 0.10863190917112012, "mask_rcnn/false_positive": 0.11781769362432301, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.5634766685034265, "total_loss": 0.9087122730707051} {"data_time": 0.012797023504390381, "eta_seconds": 27708.170460947193, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.257079991482717, "fast_rcnn/fg_cls_accuracy": 0.7133072407045009, "iteration": 221099, "loss_box_reg": 0.18636884400621057, "loss_cls": 0.16063781664706767, "loss_mask": 0.22565648052841425, "loss_rpn_cls": 0.028265320164791774, "loss_rpn_loc": 0.06014755764044821, "loss_sem_seg": 0.25562982028350234, "lr": 0.002, "mask_rcnn/accuracy": 0.9098561849772504, "mask_rcnn/false_negative": 0.06998390460439521, "mask_rcnn/false_positive": 0.11403368544393666, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5544465655038948, "total_loss": 0.9343236800668819} {"data_time": 0.012256438501935918, "eta_seconds": 27702.478339397596, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.2947368421052632, "fast_rcnn/fg_cls_accuracy": 0.6729353577179664, "iteration": 221119, "loss_box_reg": 0.2141373681370169, "loss_cls": 0.17939689615741372, "loss_mask": 0.2301752590574324, "loss_rpn_cls": 0.03347074435441755, "loss_rpn_loc": 0.07502319820923731, "loss_sem_seg": 0.2303993753157556, "lr": 0.002, "mask_rcnn/accuracy": 0.9046898442961144, "mask_rcnn/false_negative": 0.07688547405387484, "mask_rcnn/false_positive": 0.11743847504151138, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5684169939995627, "total_loss": 0.9854617735181819} {"data_time": 0.011721201495674904, "eta_seconds": 27691.143678347536, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.257816091954023, "fast_rcnn/fg_cls_accuracy": 0.7048905367231638, "iteration": 221139, "loss_box_reg": 0.20625992864370346, "loss_cls": 0.16273005143739283, "loss_mask": 0.22183689149096608, "loss_rpn_cls": 0.028127130201028194, "loss_rpn_loc": 0.06170755939092487, "loss_sem_seg": 0.22315008362056687, "lr": 0.002, "mask_rcnn/accuracy": 0.8994537304729495, "mask_rcnn/false_negative": 0.09747982557643597, "mask_rcnn/false_positive": 0.1164480681016901, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 0.57234776749101, "total_loss": 0.9105169970571296} {"data_time": 0.012438098499842454, "eta_seconds": 27674.173401016786, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.24515103338632752, "fast_rcnn/fg_cls_accuracy": 0.7437689969604864, "iteration": 221159, "loss_box_reg": 0.22726166481152177, "loss_cls": 0.17728867754340172, "loss_mask": 0.231095589697361, "loss_rpn_cls": 0.031246045778971165, "loss_rpn_loc": 0.06409161596093327, "loss_sem_seg": 0.2195024024695158, "lr": 0.002, "mask_rcnn/accuracy": 0.9088979341736695, "mask_rcnn/false_negative": 0.08515980696564954, "mask_rcnn/false_positive": 0.11880530996257374, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5649054214882199, "total_loss": 0.9220243383897468} {"data_time": 0.01239600849658018, "eta_seconds": 27670.82972492699, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.29457984259964454, "fast_rcnn/fg_cls_accuracy": 0.6701555869872702, "iteration": 221179, "loss_box_reg": 0.20088652055710554, "loss_cls": 0.1785201805178076, "loss_mask": 0.2290497999638319, "loss_rpn_cls": 0.03018010003324889, "loss_rpn_loc": 0.06070922000799328, "loss_sem_seg": 0.2337249512784183, "lr": 0.002, "mask_rcnn/accuracy": 0.8981171573359072, "mask_rcnn/false_negative": 0.09398557946345243, "mask_rcnn/false_positive": 0.11425418046206814, "roi_head/num_bg_samples": 426.0, "roi_head/num_fg_samples": 86.0, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5864674269978423, "total_loss": 0.9517645101732342} {"data_time": 0.012514448004367296, "eta_seconds": 27665.23082767967, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.2935431985294118, "fast_rcnn/fg_cls_accuracy": 0.6937270220588235, "iteration": 221199, "loss_box_reg": 0.21907672844827175, "loss_cls": 0.17271168279694393, "loss_mask": 0.23364090267568827, "loss_rpn_cls": 0.02971304651873652, "loss_rpn_loc": 0.06396687348023988, "loss_sem_seg": 0.21403017896227539, "lr": 0.002, "mask_rcnn/accuracy": 0.8988501540795936, "mask_rcnn/false_negative": 0.09357936340581005, "mask_rcnn/false_positive": 0.10296291525044524, "roi_head/num_bg_samples": 424.25, "roi_head/num_fg_samples": 87.75, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.5784372574926238, "total_loss": 0.9392822787922341} {"data_time": 0.012615108993486501, "eta_seconds": 27663.72680743657, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.23087159015302727, "fast_rcnn/fg_cls_accuracy": 0.7159041394335512, "iteration": 221219, "loss_box_reg": 0.19475879636593163, "loss_cls": 0.15556309651583433, "loss_mask": 0.22365793120115995, "loss_rpn_cls": 0.025237262234441005, "loss_rpn_loc": 0.06728906746138819, "loss_sem_seg": 0.22005477803759277, "lr": 0.002, "mask_rcnn/accuracy": 0.905566074565, "mask_rcnn/false_negative": 0.08735363256098239, "mask_rcnn/false_positive": 0.10894124304104023, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5711832105007488, "total_loss": 0.9206386373225541} {"data_time": 0.012584537995280698, "eta_seconds": 27647.16037486931, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.25979883192731995, "fast_rcnn/fg_cls_accuracy": 0.7130375807867231, "iteration": 221239, "loss_box_reg": 0.20331179862841964, "loss_cls": 0.16165233124047518, "loss_mask": 0.22668988211080432, "loss_rpn_cls": 0.02874527603853494, "loss_rpn_loc": 0.0774275679141283, "loss_sem_seg": 0.22585606633219868, "lr": 0.002, "mask_rcnn/accuracy": 0.9018389345734494, "mask_rcnn/false_negative": 0.0908870154841721, "mask_rcnn/false_positive": 0.09571288643103476, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5600590329995612, "total_loss": 0.9564213783417017} {"data_time": 0.01187193449732149, "eta_seconds": 27641.04278963666, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.2674232516519824, "fast_rcnn/fg_cls_accuracy": 0.715697503671072, "iteration": 221259, "loss_box_reg": 0.22076592035591602, "loss_cls": 0.18787614442408085, "loss_mask": 0.22696532122790813, "loss_rpn_cls": 0.0319243277044734, "loss_rpn_loc": 0.06686512773740105, "loss_sem_seg": 0.22777441190555692, "lr": 0.002, "mask_rcnn/accuracy": 0.8847016184822754, "mask_rcnn/false_negative": 0.09117596158868907, "mask_rcnn/false_positive": 0.1343963734932987, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.5671633085003123, "total_loss": 0.9645375497930218} {"data_time": 0.013004003500100225, "eta_seconds": 27619.87891959962, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.2812149139221557, "fast_rcnn/fg_cls_accuracy": 0.6701208981001727, "iteration": 221279, "loss_box_reg": 0.1991454316303134, "loss_cls": 0.15469578065676615, "loss_mask": 0.23106329049915075, "loss_rpn_cls": 0.02656420023413375, "loss_rpn_loc": 0.05898612861346919, "loss_sem_seg": 0.2647737436927855, "lr": 0.002, "mask_rcnn/accuracy": 0.9001067880405236, "mask_rcnn/false_negative": 0.0854114181592267, "mask_rcnn/false_positive": 0.1164145551177085, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.5721209364928654, "total_loss": 0.959674317673489} {"data_time": 0.012275310007680673, "eta_seconds": 27606.579680192466, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.257890499194847, "fast_rcnn/fg_cls_accuracy": 0.7369121561668146, "iteration": 221299, "loss_box_reg": 0.20816352171823382, "loss_cls": 0.1667871291283518, "loss_mask": 0.2221797755919397, "loss_rpn_cls": 0.02981001580337761, "loss_rpn_loc": 0.06367813341785222, "loss_sem_seg": 0.2278746620286256, "lr": 0.002, "mask_rcnn/accuracy": 0.8992699981778426, "mask_rcnn/false_negative": 0.0765330309702919, "mask_rcnn/false_positive": 0.10249005432376991, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5591192024949123, "total_loss": 0.9974834726599511} {"data_time": 0.012995577999390662, "eta_seconds": 27611.35207347694, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.24283854166666669, "fast_rcnn/fg_cls_accuracy": 0.7381552419354839, "iteration": 221319, "loss_box_reg": 0.1999182382132858, "loss_cls": 0.16371164843440056, "loss_mask": 0.23210504464805126, "loss_rpn_cls": 0.02696003153505444, "loss_rpn_loc": 0.0659222335962113, "loss_sem_seg": 0.22018913179636002, "lr": 0.002, "mask_rcnn/accuracy": 0.8979387074093707, "mask_rcnn/false_negative": 0.09233279735591815, "mask_rcnn/false_positive": 0.10668632908447878, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5728753920047893, "total_loss": 0.9162170703129959} {"data_time": 0.012402751999616157, "eta_seconds": 27590.46104471843, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.28198308783415166, "fast_rcnn/fg_cls_accuracy": 0.6867015098722415, "iteration": 221339, "loss_box_reg": 0.2266112044453621, "loss_cls": 0.17785429186187685, "loss_mask": 0.2256360687315464, "loss_rpn_cls": 0.032112850472913124, "loss_rpn_loc": 0.06498226325493306, "loss_sem_seg": 0.20977207133546472, "lr": 0.002, "mask_rcnn/accuracy": 0.8803407119379665, "mask_rcnn/false_negative": 0.11949902419456687, "mask_rcnn/false_positive": 0.14168410154938343, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5566276514946367, "total_loss": 0.9988234368393023} {"data_time": 0.011958680501265917, "eta_seconds": 27585.23642174407, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.24030552291421858, "fast_rcnn/fg_cls_accuracy": 0.7425601831339537, "iteration": 221359, "loss_box_reg": 0.19006316363811493, "loss_cls": 0.15879371855407953, "loss_mask": 0.2289093341678381, "loss_rpn_cls": 0.025709029840072617, "loss_rpn_loc": 0.054302017437294126, "loss_sem_seg": 0.22461099876090884, "lr": 0.002, "mask_rcnn/accuracy": 0.89965918890761, "mask_rcnn/false_negative": 0.08528583520445672, "mask_rcnn/false_positive": 0.11490058271697201, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5813732184979017, "total_loss": 0.9111549373265007} {"data_time": 0.01241859899892006, "eta_seconds": 27585.56084518882, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.2552621048419368, "fast_rcnn/fg_cls_accuracy": 0.7042384329618372, "iteration": 221379, "loss_box_reg": 0.2037650840356946, "loss_cls": 0.17568688467144966, "loss_mask": 0.2271780800074339, "loss_rpn_cls": 0.024801165316603146, "loss_rpn_loc": 0.05789225654734764, "loss_sem_seg": 0.2372738488484174, "lr": 0.002, "mask_rcnn/accuracy": 0.8979711294203697, "mask_rcnn/false_negative": 0.08471440781613573, "mask_rcnn/false_positive": 0.11664615526483324, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5796194189970265, "total_loss": 0.9224281810165849} {"data_time": 0.011922079997020774, "eta_seconds": 27602.242931516805, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.2677909001438413, "fast_rcnn/fg_cls_accuracy": 0.688042328042328, "iteration": 221399, "loss_box_reg": 0.21491081966087222, "loss_cls": 0.17974913795478642, "loss_mask": 0.22414215235039592, "loss_rpn_cls": 0.03091985158971511, "loss_rpn_loc": 0.06671986315632239, "loss_sem_seg": 0.21161034191027284, "lr": 0.002, "mask_rcnn/accuracy": 0.8933696205448775, "mask_rcnn/false_negative": 0.08616458461308273, "mask_rcnn/false_positive": 0.11433662805092004, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 0.5790805419965181, "total_loss": 0.9512899671099149} {"data_time": 0.011679145995003637, "eta_seconds": 27600.8500751174, "fast_rcnn/cls_accuracy": 0.9560546875, "fast_rcnn/false_negative": 0.2365979381443299, "fast_rcnn/fg_cls_accuracy": 0.748052805280528, "iteration": 221419, "loss_box_reg": 0.2118238303810358, "loss_cls": 0.16813628748059273, "loss_mask": 0.2392584541812539, "loss_rpn_cls": 0.027473086636746302, "loss_rpn_loc": 0.06975823946413584, "loss_sem_seg": 0.23647060035727918, "lr": 0.002, "mask_rcnn/accuracy": 0.9025698546962644, "mask_rcnn/false_negative": 0.08469285799694057, "mask_rcnn/false_positive": 0.09195168883766489, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 236.5, "rpn/num_pos_anchors": 19.5, "time": 0.5699087089960813, "total_loss": 0.9760318027874746} {"data_time": 0.011482617497676983, "eta_seconds": 27596.07900143396, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.21026842070294333, "fast_rcnn/fg_cls_accuracy": 0.7397609728823036, "iteration": 221439, "loss_box_reg": 0.21334043936803937, "loss_cls": 0.16936073219403625, "loss_mask": 0.22599676111713052, "loss_rpn_cls": 0.025578699342077016, "loss_rpn_loc": 0.06917277839966118, "loss_sem_seg": 0.214008002076298, "lr": 0.002, "mask_rcnn/accuracy": 0.9040219984097535, "mask_rcnn/false_negative": 0.08111087748779033, "mask_rcnn/false_positive": 0.12206834260824712, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5671990709961392, "total_loss": 0.9653329849097645} {"data_time": 0.013762390502961352, "eta_seconds": 27589.470487678445, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.19294425087108014, "fast_rcnn/fg_cls_accuracy": 0.7638911322888063, "iteration": 221459, "loss_box_reg": 0.2263624081388116, "loss_cls": 0.1840341123752296, "loss_mask": 0.24027784168720245, "loss_rpn_cls": 0.0311151102068834, "loss_rpn_loc": 0.07879234771826304, "loss_sem_seg": 0.22853299300186336, "lr": 0.002, "mask_rcnn/accuracy": 0.9003071160896792, "mask_rcnn/false_negative": 0.08823612646599702, "mask_rcnn/false_positive": 0.10113110123955293, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.5738471930017113, "total_loss": 1.0028494963044068} {"data_time": 0.011844943001051433, "eta_seconds": 27586.58043976478, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.2642615782150666, "fast_rcnn/fg_cls_accuracy": 0.6953125, "iteration": 221479, "loss_box_reg": 0.21491375705227256, "loss_cls": 0.16998321609571576, "loss_mask": 0.2313571209087968, "loss_rpn_cls": 0.028450075405999087, "loss_rpn_loc": 0.05899915911140852, "loss_sem_seg": 0.22882502665743232, "lr": 0.002, "mask_rcnn/accuracy": 0.8908909920913106, "mask_rcnn/false_negative": 0.09551939966650938, "mask_rcnn/false_positive": 0.11166799295202512, "roi_head/num_bg_samples": 428.5, "roi_head/num_fg_samples": 83.5, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5720120844998746, "total_loss": 0.9179002699675038} {"data_time": 0.012000403497950174, "eta_seconds": 27593.032188908364, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.2369188873759969, "fast_rcnn/fg_cls_accuracy": 0.7256918867725981, "iteration": 221499, "loss_box_reg": 0.20651700207963586, "loss_cls": 0.16396996891126037, "loss_mask": 0.23011261830106378, "loss_rpn_cls": 0.02520367551551317, "loss_rpn_loc": 0.061367377755232155, "loss_sem_seg": 0.2512307921424508, "lr": 0.002, "mask_rcnn/accuracy": 0.9078844396541625, "mask_rcnn/false_negative": 0.09836330194663773, "mask_rcnn/false_positive": 0.09778365673923099, "roi_head/num_bg_samples": 432.75, "roi_head/num_fg_samples": 79.25, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.576431223002146, "total_loss": 0.9637533331551822} {"data_time": 0.012332840495218989, "eta_seconds": 27571.979858067003, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.24010767458348103, "fast_rcnn/fg_cls_accuracy": 0.713768115942029, "iteration": 221519, "loss_box_reg": 0.2113980322610587, "loss_cls": 0.1731975730508566, "loss_mask": 0.23241944704204798, "loss_rpn_cls": 0.030150404379014617, "loss_rpn_loc": 0.05446116106759291, "loss_sem_seg": 0.24820140120573342, "lr": 0.002, "mask_rcnn/accuracy": 0.888066982278805, "mask_rcnn/false_negative": 0.10562631312902708, "mask_rcnn/false_positive": 0.12043549141677076, "roi_head/num_bg_samples": 432.5, "roi_head/num_fg_samples": 79.5, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5648262675022124, "total_loss": 0.9701074376207544} {"data_time": 0.012900430992885958, "eta_seconds": 27560.605513536953, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.24117955286446205, "fast_rcnn/fg_cls_accuracy": 0.7267699115044248, "iteration": 221539, "loss_box_reg": 0.21446440508589149, "loss_cls": 0.17182674957439303, "loss_mask": 0.22952852211892605, "loss_rpn_cls": 0.026311293491744436, "loss_rpn_loc": 0.05711175259784795, "loss_sem_seg": 0.2284097692463547, "lr": 0.002, "mask_rcnn/accuracy": 0.900694742093522, "mask_rcnn/false_negative": 0.0934301256296409, "mask_rcnn/false_positive": 0.09600663317402816, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5663507295030286, "total_loss": 0.9031421239415067} {"data_time": 0.011900082499778364, "eta_seconds": 27549.231169006904, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.2139479905437352, "fast_rcnn/fg_cls_accuracy": 0.7717013888888888, "iteration": 221559, "loss_box_reg": 0.1913658935809508, "loss_cls": 0.1489263114053756, "loss_mask": 0.22122297948226333, "loss_rpn_cls": 0.022585548664210364, "loss_rpn_loc": 0.047285169101087376, "loss_sem_seg": 0.2030020784586668, "lr": 0.002, "mask_rcnn/accuracy": 0.906016156462585, "mask_rcnn/false_negative": 0.0893024687613829, "mask_rcnn/false_positive": 0.09499926626561891, "roi_head/num_bg_samples": 431.25, "roi_head/num_fg_samples": 80.75, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5727635255025234, "total_loss": 0.84642275011538} {"data_time": 0.012544439996418077, "eta_seconds": 27527.125108524742, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.2707717942891767, "fast_rcnn/fg_cls_accuracy": 0.7074866310160428, "iteration": 221579, "loss_box_reg": 0.21138646150939167, "loss_cls": 0.17433869373053312, "loss_mask": 0.22315427754074335, "loss_rpn_cls": 0.028001831229175878, "loss_rpn_loc": 0.05089901282917708, "loss_sem_seg": 0.23450722079724073, "lr": 0.002, "mask_rcnn/accuracy": 0.9068076782282419, "mask_rcnn/false_negative": 0.09348686754832346, "mask_rcnn/false_positive": 0.10023600870383054, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5553110125038074, "total_loss": 0.8793128485049237} {"data_time": 0.013055010502284858, "eta_seconds": 27499.79133677954, "fast_rcnn/cls_accuracy": 0.9140625, "fast_rcnn/false_negative": 0.23189160325724203, "fast_rcnn/fg_cls_accuracy": 0.7002304147465437, "iteration": 221599, "loss_box_reg": 0.19931333605200052, "loss_cls": 0.1594977694330737, "loss_mask": 0.22073227958753705, "loss_rpn_cls": 0.0276931804492051, "loss_rpn_loc": 0.060753619072784204, "loss_sem_seg": 0.20449338317848742, "lr": 0.002, "mask_rcnn/accuracy": 0.8987665176901288, "mask_rcnn/false_negative": 0.08900393996688707, "mask_rcnn/false_positive": 0.11748696454952504, "roi_head/num_bg_samples": 417.25, "roi_head/num_fg_samples": 94.75, "rpn/num_neg_anchors": 207.25, "rpn/num_pos_anchors": 48.75, "time": 0.5661816764986725, "total_loss": 0.90808956627734} {"data_time": 0.012571366503834724, "eta_seconds": 27506.959783298917, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.26331946920182214, "fast_rcnn/fg_cls_accuracy": 0.6992220353238016, "iteration": 221619, "loss_box_reg": 0.20275664934888482, "loss_cls": 0.17398333945311606, "loss_mask": 0.21986607369035482, "loss_rpn_cls": 0.02872010703140404, "loss_rpn_loc": 0.05282873232499696, "loss_sem_seg": 0.23821918084286153, "lr": 0.002, "mask_rcnn/accuracy": 0.9040982246557159, "mask_rcnn/false_negative": 0.092420417778907, "mask_rcnn/false_positive": 0.09883454706082306, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5698818549935822, "total_loss": 0.8947487594487029} {"data_time": 0.011910942004760727, "eta_seconds": 27518.666385873934, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.28414814814814815, "fast_rcnn/fg_cls_accuracy": 0.6992063492063492, "iteration": 221639, "loss_box_reg": 0.22281687101349235, "loss_cls": 0.1804213561117649, "loss_mask": 0.22030840860679746, "loss_rpn_cls": 0.02643670651013963, "loss_rpn_loc": 0.05866303399670869, "loss_sem_seg": 0.24343648552894592, "lr": 0.002, "mask_rcnn/accuracy": 0.8870966198979592, "mask_rcnn/false_negative": 0.09865413755589264, "mask_rcnn/false_positive": 0.11761799216673341, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5783661344976281, "total_loss": 0.9695718461080105} {"data_time": 0.012544420496851671, "eta_seconds": 27510.13092738075, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.2544130008405716, "fast_rcnn/fg_cls_accuracy": 0.7272258153295721, "iteration": 221659, "loss_box_reg": 0.22974133538082242, "loss_cls": 0.17634095600806177, "loss_mask": 0.24210225697606802, "loss_rpn_cls": 0.028939889729372226, "loss_rpn_loc": 0.06628386385273188, "loss_sem_seg": 0.22538098669610918, "lr": 0.002, "mask_rcnn/accuracy": 0.9044835666824869, "mask_rcnn/false_negative": 0.09262204923211093, "mask_rcnn/false_positive": 0.11873643857309288, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5727769685036037, "total_loss": 0.9923982131149387} {"data_time": 0.013000110506254714, "eta_seconds": 27497.136395655405, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.29043272481406357, "fast_rcnn/fg_cls_accuracy": 0.6761810724593651, "iteration": 221679, "loss_box_reg": 0.19858475122600794, "loss_cls": 0.16045356343965977, "loss_mask": 0.22793796006590128, "loss_rpn_cls": 0.030451691596681485, "loss_rpn_loc": 0.06950617482652888, "loss_sem_seg": 0.22200043848715723, "lr": 0.002, "mask_rcnn/accuracy": 0.8967610053752266, "mask_rcnn/false_negative": 0.09933440088617354, "mask_rcnn/false_positive": 0.10604443096758345, "roi_head/num_bg_samples": 456.25, "roi_head/num_fg_samples": 55.75, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.5622431095034699, "total_loss": 0.9174682944685628} {"data_time": 0.01246043400169583, "eta_seconds": 27484.52482587409, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.19271437782076078, "fast_rcnn/fg_cls_accuracy": 0.7633053221288515, "iteration": 221699, "loss_box_reg": 0.19157207070384175, "loss_cls": 0.1580197272123769, "loss_mask": 0.23031758423894644, "loss_rpn_cls": 0.024377533431106713, "loss_rpn_loc": 0.059751019114628434, "loss_sem_seg": 0.24955349368974566, "lr": 0.002, "mask_rcnn/accuracy": 0.9137214504648512, "mask_rcnn/false_negative": 0.0774434263124002, "mask_rcnn/false_positive": 0.10016445213113737, "roi_head/num_bg_samples": 455.5, "roi_head/num_fg_samples": 56.5, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5655880065023666, "total_loss": 0.9341359076788649} {"data_time": 0.011758465501770843, "eta_seconds": 27450.55997531458, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.21042075236227492, "fast_rcnn/fg_cls_accuracy": 0.7610693400167083, "iteration": 221719, "loss_box_reg": 0.2175271448213607, "loss_cls": 0.17498517676722258, "loss_mask": 0.23240974638611078, "loss_rpn_cls": 0.02645550279703457, "loss_rpn_loc": 0.06425556214526296, "loss_sem_seg": 0.24901698250323534, "lr": 0.002, "mask_rcnn/accuracy": 0.9118793306954187, "mask_rcnn/false_negative": 0.07880093472037761, "mask_rcnn/false_positive": 0.09284164144961289, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5655784945047344, "total_loss": 0.9606637157412479} {"data_time": 0.012809651489078533, "eta_seconds": 27436.19037869526, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.25137145171385444, "fast_rcnn/fg_cls_accuracy": 0.6897201888645942, "iteration": 221739, "loss_box_reg": 0.21336741861887276, "loss_cls": 0.16276398161426187, "loss_mask": 0.223429542966187, "loss_rpn_cls": 0.025265855001634918, "loss_rpn_loc": 0.06110142375109717, "loss_sem_seg": 0.2358875274658203, "lr": 0.002, "mask_rcnn/accuracy": 0.8997056316051925, "mask_rcnn/false_negative": 0.07703415709495261, "mask_rcnn/false_positive": 0.10680767300351948, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5563591875034035, "total_loss": 0.9239320524429786} {"data_time": 0.012362029498035554, "eta_seconds": 27424.82045665523, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.2537657691583506, "fast_rcnn/fg_cls_accuracy": 0.7215699815837937, "iteration": 221759, "loss_box_reg": 0.21135055017657578, "loss_cls": 0.16783749277237803, "loss_mask": 0.2357319165021181, "loss_rpn_cls": 0.026212052180198953, "loss_rpn_loc": 0.057169458479620516, "loss_sem_seg": 0.23857901990413666, "lr": 0.002, "mask_rcnn/accuracy": 0.9057454404332367, "mask_rcnn/false_negative": 0.08500949561252426, "mask_rcnn/false_positive": 0.09969088076573318, "roi_head/num_bg_samples": 422.5, "roi_head/num_fg_samples": 89.5, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.575757161997899, "total_loss": 0.9531720357044833} {"data_time": 0.012475962495955173, "eta_seconds": 27397.52149854024, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.23236196319018404, "fast_rcnn/fg_cls_accuracy": 0.7467948717948718, "iteration": 221779, "loss_box_reg": 0.2105541608761996, "loss_cls": 0.16736562736332417, "loss_mask": 0.23181684594601393, "loss_rpn_cls": 0.027808737688246765, "loss_rpn_loc": 0.06300866574747488, "loss_sem_seg": 0.23162181198131293, "lr": 0.002, "mask_rcnn/accuracy": 0.9028445664378412, "mask_rcnn/false_negative": 0.08422431669662551, "mask_rcnn/false_positive": 0.12615700476009659, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5629863635040238, "total_loss": 0.9670757113512991} {"data_time": 0.012725372005661484, "eta_seconds": 27382.736177560168, "fast_rcnn/cls_accuracy": 0.95849609375, "fast_rcnn/false_negative": 0.25049785539215685, "fast_rcnn/fg_cls_accuracy": 0.7351863822452058, "iteration": 221799, "loss_box_reg": 0.18579832324758172, "loss_cls": 0.14841443789191544, "loss_mask": 0.232484663836658, "loss_rpn_cls": 0.0270160780983133, "loss_rpn_loc": 0.0503510929265758, "loss_sem_seg": 0.24000343028455973, "lr": 0.002, "mask_rcnn/accuracy": 0.9143034297052155, "mask_rcnn/false_negative": 0.08039957587323944, "mask_rcnn/false_positive": 0.09403286833191998, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 237.25, "rpn/num_pos_anchors": 18.75, "time": 0.5643794540083036, "total_loss": 0.8823173750461137} {"data_time": 0.012169227004051208, "eta_seconds": 27371.37428209013, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.33641975308641975, "fast_rcnn/fg_cls_accuracy": 0.6373614521802615, "iteration": 221819, "loss_box_reg": 0.22121443809010088, "loss_cls": 0.1728775603696704, "loss_mask": 0.23229065211489797, "loss_rpn_cls": 0.03311605568160303, "loss_rpn_loc": 0.06813261745264754, "loss_sem_seg": 0.21441507153213024, "lr": 0.002, "mask_rcnn/accuracy": 0.8925970947963044, "mask_rcnn/false_negative": 0.09052882064664236, "mask_rcnn/false_positive": 0.12541084048047813, "roi_head/num_bg_samples": 428.5, "roi_head/num_fg_samples": 83.5, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.5780978624970885, "total_loss": 0.9573283575932692} {"data_time": 0.01224622499285033, "eta_seconds": 27360.012386620096, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.23352413366336633, "fast_rcnn/fg_cls_accuracy": 0.7538733039970664, "iteration": 221839, "loss_box_reg": 0.20469157095067203, "loss_cls": 0.1610405072569847, "loss_mask": 0.22597126755863428, "loss_rpn_cls": 0.028745163974235766, "loss_rpn_loc": 0.07211021962575614, "loss_sem_seg": 0.21448929281905293, "lr": 0.002, "mask_rcnn/accuracy": 0.9133442381735337, "mask_rcnn/false_negative": 0.09338908729038181, "mask_rcnn/false_positive": 0.09939717247787677, "roi_head/num_bg_samples": 431.75, "roi_head/num_fg_samples": 80.25, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.5590390210054466, "total_loss": 0.9283676015402307} {"data_time": 0.012421687002643012, "eta_seconds": 27352.068237100553, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.3019659554063774, "fast_rcnn/fg_cls_accuracy": 0.6642910727681921, "iteration": 221859, "loss_box_reg": 0.21241327084135264, "loss_cls": 0.17016610712744296, "loss_mask": 0.2256604190915823, "loss_rpn_cls": 0.02929259454685962, "loss_rpn_loc": 0.05308864533435553, "loss_sem_seg": 0.23544151103124022, "lr": 0.002, "mask_rcnn/accuracy": 0.9016946638156271, "mask_rcnn/false_negative": 0.08782541623110476, "mask_rcnn/false_positive": 0.0898891886843163, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5699549654964358, "total_loss": 0.9417753208144859} {"data_time": 0.013073673995677382, "eta_seconds": 27330.25431594385, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.2462080173347779, "fast_rcnn/fg_cls_accuracy": 0.7498006909380812, "iteration": 221879, "loss_box_reg": 0.21313970675691962, "loss_cls": 0.17515948181971908, "loss_mask": 0.2385177193209529, "loss_rpn_cls": 0.023863139966124436, "loss_rpn_loc": 0.06297787869698368, "loss_sem_seg": 0.22689482709392905, "lr": 0.002, "mask_rcnn/accuracy": 0.9031181863771149, "mask_rcnn/false_negative": 0.09509009198979042, "mask_rcnn/false_positive": 0.10803873795340402, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5611984029965242, "total_loss": 0.9502769022547} {"data_time": 0.012774471499142237, "eta_seconds": 27345.231002375018, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.27309575884366677, "fast_rcnn/fg_cls_accuracy": 0.7206280905287181, "iteration": 221899, "loss_box_reg": 0.22469324246048927, "loss_cls": 0.18447566183749586, "loss_mask": 0.22441192343831062, "loss_rpn_cls": 0.02876584125260706, "loss_rpn_loc": 0.06614343542605639, "loss_sem_seg": 0.2060534213669598, "lr": 0.002, "mask_rcnn/accuracy": 0.89323421287707, "mask_rcnn/false_negative": 0.09126459487296348, "mask_rcnn/false_positive": 0.1165714747457321, "roi_head/num_bg_samples": 427.5, "roi_head/num_fg_samples": 84.5, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5815249890001724, "total_loss": 0.9443397119066503} {"data_time": 0.012260344992682803, "eta_seconds": 27298.761301402563, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.20404624277456648, "fast_rcnn/fg_cls_accuracy": 0.7740019869942196, "iteration": 221919, "loss_box_reg": 0.21221057511866093, "loss_cls": 0.16150349873350933, "loss_mask": 0.22582283522933722, "loss_rpn_cls": 0.021517503108043456, "loss_rpn_loc": 0.055179578776005656, "loss_sem_seg": 0.21336594852618873, "lr": 0.002, "mask_rcnn/accuracy": 0.9062229911816209, "mask_rcnn/false_negative": 0.06279027903730809, "mask_rcnn/false_positive": 0.11044225109512432, "roi_head/num_bg_samples": 431.25, "roi_head/num_fg_samples": 80.75, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5583999855007278, "total_loss": 0.8779405104723992} {"data_time": 0.011809483003162313, "eta_seconds": 27308.19800879163, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.2693001304581383, "fast_rcnn/fg_cls_accuracy": 0.6886092387607445, "iteration": 221939, "loss_box_reg": 0.21119241835549474, "loss_cls": 0.1736638059373945, "loss_mask": 0.22899141209200025, "loss_rpn_cls": 0.02786815699073486, "loss_rpn_loc": 0.05859357336885296, "loss_sem_seg": 0.2550342967733741, "lr": 0.002, "mask_rcnn/accuracy": 0.907411876860119, "mask_rcnn/false_negative": 0.0841857973197194, "mask_rcnn/false_positive": 0.10922581892810579, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.5807120274985209, "total_loss": 0.9692377142782789} {"data_time": 0.012093650497263297, "eta_seconds": 27297.605741404892, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.21930968360498562, "fast_rcnn/fg_cls_accuracy": 0.7714513193812558, "iteration": 221959, "loss_box_reg": 0.21163856564089656, "loss_cls": 0.1659362272475846, "loss_mask": 0.22210351517423987, "loss_rpn_cls": 0.029275762135512196, "loss_rpn_loc": 0.0678123528487049, "loss_sem_seg": 0.21790705353487283, "lr": 0.002, "mask_rcnn/accuracy": 0.9069040473332189, "mask_rcnn/false_negative": 0.08310894400185165, "mask_rcnn/false_positive": 0.10122155661312639, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.5751047120065778, "total_loss": 0.8836796147588757} {"data_time": 0.012173224487924017, "eta_seconds": 27291.95781763048, "fast_rcnn/cls_accuracy": 0.9609375, "fast_rcnn/false_negative": 0.2878865320725786, "fast_rcnn/fg_cls_accuracy": 0.7039123062015504, "iteration": 221979, "loss_box_reg": 0.16968110669404268, "loss_cls": 0.13652896508574486, "loss_mask": 0.21316023683175445, "loss_rpn_cls": 0.019515915013471385, "loss_rpn_loc": 0.04436953614640515, "loss_sem_seg": 0.21668000926729292, "lr": 0.002, "mask_rcnn/accuracy": 0.9180139613097147, "mask_rcnn/false_negative": 0.0768023857485273, "mask_rcnn/false_positive": 0.0945742373736305, "roi_head/num_bg_samples": 457.25, "roi_head/num_fg_samples": 54.75, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5421684570028447, "total_loss": 0.804539222845051} {"data_time": 0.012980962994333822, "eta_seconds": 27280.113123787865, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.2259486607142857, "fast_rcnn/fg_cls_accuracy": 0.7740513392857142, "iteration": 221999, "loss_box_reg": 0.21179719269275665, "loss_cls": 0.16350322403013706, "loss_mask": 0.23226639023050666, "loss_rpn_cls": 0.028795380057999864, "loss_rpn_loc": 0.07348017477488611, "loss_sem_seg": 0.226899235509336, "lr": 0.002, "mask_rcnn/accuracy": 0.8970550275931946, "mask_rcnn/false_negative": 0.09544682790880624, "mask_rcnn/false_positive": 0.10074971047603842, "roi_head/num_bg_samples": 423.25, "roi_head/num_fg_samples": 88.75, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5649814334974508, "total_loss": 0.9547279231919674} {"data_time": 0.012588069999765139, "eta_seconds": 27279.992505862945, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.26619433198380565, "fast_rcnn/fg_cls_accuracy": 0.7234927234927235, "iteration": 222019, "loss_box_reg": 0.2051431406289339, "loss_cls": 0.17307860509026796, "loss_mask": 0.23095456371083856, "loss_rpn_cls": 0.024964035699667875, "loss_rpn_loc": 0.054047855286626145, "loss_sem_seg": 0.22470097593031824, "lr": 0.002, "mask_rcnn/accuracy": 0.9008502631124914, "mask_rcnn/false_negative": 0.08795506640248502, "mask_rcnn/false_positive": 0.11736114389290064, "roi_head/num_bg_samples": 430.0, "roi_head/num_fg_samples": 82.0, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.5708026495049126, "total_loss": 0.9242305029947602} {"data_time": 0.012651221499254461, "eta_seconds": 27287.125150341446, "fast_rcnn/cls_accuracy": 0.9619140625, "fast_rcnn/false_negative": 0.26215266480119737, "fast_rcnn/fg_cls_accuracy": 0.6903072033898305, "iteration": 222039, "loss_box_reg": 0.20226408308371902, "loss_cls": 0.15930074453353882, "loss_mask": 0.23025770438835025, "loss_rpn_cls": 0.020534928946290165, "loss_rpn_loc": 0.06586098065599799, "loss_sem_seg": 0.2176774658728391, "lr": 0.002, "mask_rcnn/accuracy": 0.9142462083517617, "mask_rcnn/false_negative": 0.08615578514749458, "mask_rcnn/false_positive": 0.0887181385390699, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 240.25, "rpn/num_pos_anchors": 15.75, "time": 0.5809576765022939, "total_loss": 0.8813616881379858} {"data_time": 0.013560430503275711, "eta_seconds": 27271.433640962663, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.2766029094827586, "fast_rcnn/fg_cls_accuracy": 0.6859285201149425, "iteration": 222059, "loss_box_reg": 0.21862929686903954, "loss_cls": 0.17619424406439066, "loss_mask": 0.22186904400587082, "loss_rpn_cls": 0.026266064218361862, "loss_rpn_loc": 0.06544312322512269, "loss_sem_seg": 0.22646109154447913, "lr": 0.002, "mask_rcnn/accuracy": 0.8931071603256122, "mask_rcnn/false_negative": 0.09132105058907057, "mask_rcnn/false_positive": 0.1038256631838376, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5599819930066587, "total_loss": 0.9184711007692385} {"data_time": 0.012516340502770618, "eta_seconds": 27286.86658562679, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.278474669984104, "fast_rcnn/fg_cls_accuracy": 0.7142416174711579, "iteration": 222079, "loss_box_reg": 0.21328651532530785, "loss_cls": 0.15810560807585716, "loss_mask": 0.23002993129193783, "loss_rpn_cls": 0.026416679349495098, "loss_rpn_loc": 0.06710449393722229, "loss_sem_seg": 0.2120759692043066, "lr": 0.002, "mask_rcnn/accuracy": 0.894931607258288, "mask_rcnn/false_negative": 0.10082988667317638, "mask_rcnn/false_positive": 0.09888500011832813, "roi_head/num_bg_samples": 427.75, "roi_head/num_fg_samples": 84.25, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5775210535066435, "total_loss": 0.9394844008929795} {"data_time": 0.012055696002789773, "eta_seconds": 27292.4718887891, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.18872337363270006, "fast_rcnn/fg_cls_accuracy": 0.7859251060689909, "iteration": 222099, "loss_box_reg": 0.21481291530653834, "loss_cls": 0.17015210154931992, "loss_mask": 0.2239452814683318, "loss_rpn_cls": 0.02852157520101173, "loss_rpn_loc": 0.05867008508357685, "loss_sem_seg": 0.2263122983276844, "lr": 0.002, "mask_rcnn/accuracy": 0.9108541644128306, "mask_rcnn/false_negative": 0.07080417661768271, "mask_rcnn/false_positive": 0.0969303582219217, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5767928589921212, "total_loss": 0.9431669279401831} {"data_time": 0.012323082490183879, "eta_seconds": 27276.262208120832, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.29924133570894884, "fast_rcnn/fg_cls_accuracy": 0.6796946564885497, "iteration": 222119, "loss_box_reg": 0.20507279422599822, "loss_cls": 0.1568454527296126, "loss_mask": 0.22690811473876238, "loss_rpn_cls": 0.02422774505248526, "loss_rpn_loc": 0.06955556891625747, "loss_sem_seg": 0.23734134575352073, "lr": 0.002, "mask_rcnn/accuracy": 0.8840476752184614, "mask_rcnn/false_negative": 0.07995384277176021, "mask_rcnn/false_positive": 0.13056078665284443, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5505088914942462, "total_loss": 0.9205079245293746} {"data_time": 0.012512223001976963, "eta_seconds": 27262.705032684506, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.20912541564715478, "fast_rcnn/fg_cls_accuracy": 0.7686614348941868, "iteration": 222139, "loss_box_reg": 0.1739686451619491, "loss_cls": 0.1377709109801799, "loss_mask": 0.2256002016365528, "loss_rpn_cls": 0.023961507096828427, "loss_rpn_loc": 0.04763740499038249, "loss_sem_seg": 0.20163076231256127, "lr": 0.002, "mask_rcnn/accuracy": 0.9037267080745341, "mask_rcnn/false_negative": 0.0784397049374805, "mask_rcnn/false_positive": 0.10224919961733028, "roi_head/num_bg_samples": 430.0, "roi_head/num_fg_samples": 82.0, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5739087865003967, "total_loss": 0.8371383722842438} {"data_time": 0.012390468502417207, "eta_seconds": 27247.75634510887, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.2513496092176295, "fast_rcnn/fg_cls_accuracy": 0.7274566013696449, "iteration": 222159, "loss_box_reg": 0.2308660715352744, "loss_cls": 0.18196565168909729, "loss_mask": 0.23205072712153196, "loss_rpn_cls": 0.03296058261184953, "loss_rpn_loc": 0.05996561999199912, "loss_sem_seg": 0.2251931622158736, "lr": 0.002, "mask_rcnn/accuracy": 0.9043877411848537, "mask_rcnn/false_negative": 0.07782736528783807, "mask_rcnn/false_positive": 0.09383743094076644, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5569809654989513, "total_loss": 0.9738191607466433} {"data_time": 0.012741172991809435, "eta_seconds": 27216.62652152701, "fast_rcnn/cls_accuracy": 0.95751953125, "fast_rcnn/false_negative": 0.2431934203062961, "fast_rcnn/fg_cls_accuracy": 0.7076065891472868, "iteration": 222179, "loss_box_reg": 0.20119358971714973, "loss_cls": 0.158524272730574, "loss_mask": 0.23463430954143405, "loss_rpn_cls": 0.025771147549676243, "loss_rpn_loc": 0.05583022822975181, "loss_sem_seg": 0.2365188943222165, "lr": 0.002, "mask_rcnn/accuracy": 0.9199903645668794, "mask_rcnn/false_negative": 0.07926111615379261, "mask_rcnn/false_positive": 0.08465801455802895, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 235.0, "rpn/num_pos_anchors": 21.0, "time": 0.5714133750079782, "total_loss": 0.9405347148349392} {"data_time": 0.012258452996320557, "eta_seconds": 27195.152400564722, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.2210836038961039, "fast_rcnn/fg_cls_accuracy": 0.6944518008474576, "iteration": 222199, "loss_box_reg": 0.20478995412122458, "loss_cls": 0.17013300862163305, "loss_mask": 0.2186056007631123, "loss_rpn_cls": 0.025846699136309326, "loss_rpn_loc": 0.058136241481406614, "loss_sem_seg": 0.2267346982844174, "lr": 0.002, "mask_rcnn/accuracy": 0.9053267808050127, "mask_rcnn/false_negative": 0.09467776569652028, "mask_rcnn/false_positive": 0.09895719082673157, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5697285205023945, "total_loss": 0.9155947834151448} {"data_time": 0.01246595900011016, "eta_seconds": 27183.773913754587, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.2921996437823834, "fast_rcnn/fg_cls_accuracy": 0.6960605053191489, "iteration": 222219, "loss_box_reg": 0.20479665487073362, "loss_cls": 0.1645406823954545, "loss_mask": 0.22430397849529982, "loss_rpn_cls": 0.028386668804159854, "loss_rpn_loc": 0.07140520232496783, "loss_sem_seg": 0.2195753848645836, "lr": 0.002, "mask_rcnn/accuracy": 0.8951671472092264, "mask_rcnn/false_negative": 0.10048088625561727, "mask_rcnn/false_positive": 0.1089170609541549, "roi_head/num_bg_samples": 429.5, "roi_head/num_fg_samples": 82.5, "rpn/num_neg_anchors": 208.0, "rpn/num_pos_anchors": 48.0, "time": 0.5669460314966273, "total_loss": 0.934911932079558} {"data_time": 0.0127171515050577, "eta_seconds": 27202.19248758899, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.3374485596707819, "fast_rcnn/fg_cls_accuracy": 0.6536616161616162, "iteration": 222239, "loss_box_reg": 0.21114988578483462, "loss_cls": 0.1777749878820032, "loss_mask": 0.24105564411729574, "loss_rpn_cls": 0.027055495120293926, "loss_rpn_loc": 0.06737204635282978, "loss_sem_seg": 0.19734370149672031, "lr": 0.002, "mask_rcnn/accuracy": 0.8824777720839069, "mask_rcnn/false_negative": 0.08094377585260631, "mask_rcnn/false_positive": 0.1309084821729538, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5770706644980237, "total_loss": 0.9500647641907563} {"data_time": 0.011808178001956549, "eta_seconds": 27190.80152320902, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.2747209821428571, "fast_rcnn/fg_cls_accuracy": 0.7020676691729323, "iteration": 222259, "loss_box_reg": 0.20046787150204182, "loss_cls": 0.16057027992792428, "loss_mask": 0.224906993098557, "loss_rpn_cls": 0.024904860896640457, "loss_rpn_loc": 0.05473038589116186, "loss_sem_seg": 0.21790714422240853, "lr": 0.002, "mask_rcnn/accuracy": 0.8901685298518447, "mask_rcnn/false_negative": 0.10550416339148735, "mask_rcnn/false_positive": 0.1123177798072294, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 204.0, "rpn/num_pos_anchors": 52.0, "time": 0.5672735740008648, "total_loss": 0.9175139112703619} {"data_time": 0.01309436300653033, "eta_seconds": 27187.25751343916, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.19745879120879123, "fast_rcnn/fg_cls_accuracy": 0.7670382502113271, "iteration": 222279, "loss_box_reg": 0.22377687459811568, "loss_cls": 0.17032671510241926, "loss_mask": 0.2287801168859005, "loss_rpn_cls": 0.02994156864588149, "loss_rpn_loc": 0.0647832514368929, "loss_sem_seg": 0.2265508882701397, "lr": 0.002, "mask_rcnn/accuracy": 0.8984697129823275, "mask_rcnn/false_negative": 0.07439715637751732, "mask_rcnn/false_positive": 0.13615063036956215, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5762766095067491, "total_loss": 0.9275195510563208} {"data_time": 0.012647515002754517, "eta_seconds": 27189.920291948227, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.2589070048309179, "fast_rcnn/fg_cls_accuracy": 0.7170077972709552, "iteration": 222299, "loss_box_reg": 0.20196607941761613, "loss_cls": 0.16149657452479005, "loss_mask": 0.21907603181898594, "loss_rpn_cls": 0.021840116591192782, "loss_rpn_loc": 0.06184376764576882, "loss_sem_seg": 0.21521264920011163, "lr": 0.002, "mask_rcnn/accuracy": 0.9049123401416488, "mask_rcnn/false_negative": 0.0917776232048272, "mask_rcnn/false_positive": 0.0930850675235705, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5764403590001166, "total_loss": 0.8933807128341869} {"data_time": 0.01263920100609539, "eta_seconds": 27167.12286026081, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.24912280701754386, "fast_rcnn/fg_cls_accuracy": 0.7452438435538387, "iteration": 222319, "loss_box_reg": 0.22446004441007972, "loss_cls": 0.1793509256094694, "loss_mask": 0.22804567171260715, "loss_rpn_cls": 0.027263958647381514, "loss_rpn_loc": 0.06538276572246104, "loss_sem_seg": 0.22331765526905656, "lr": 0.002, "mask_rcnn/accuracy": 0.9141703755970474, "mask_rcnn/false_negative": 0.0776528593958875, "mask_rcnn/false_positive": 0.09405552550035487, "roi_head/num_bg_samples": 428.75, "roi_head/num_fg_samples": 83.25, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5730872084968723, "total_loss": 0.9345383259642404} {"data_time": 0.013116915499267634, "eta_seconds": 27183.703691409202, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.2615908591518348, "fast_rcnn/fg_cls_accuracy": 0.7064192727816849, "iteration": 222339, "loss_box_reg": 0.22441956563852727, "loss_cls": 0.18133763084188104, "loss_mask": 0.23913181060925126, "loss_rpn_cls": 0.02835303636129538, "loss_rpn_loc": 0.0725320460187504, "loss_sem_seg": 0.22952301241457462, "lr": 0.002, "mask_rcnn/accuracy": 0.8685401772264696, "mask_rcnn/false_negative": 0.09521879053011714, "mask_rcnn/false_positive": 0.12148313491580628, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5779101714942954, "total_loss": 0.9910268604799057} {"data_time": 0.012322444999881554, "eta_seconds": 27172.2965855191, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.2314307369402985, "fast_rcnn/fg_cls_accuracy": 0.7445552548882681, "iteration": 222359, "loss_box_reg": 0.20806170138530433, "loss_cls": 0.16514285374432802, "loss_mask": 0.2278523095883429, "loss_rpn_cls": 0.027176016026714933, "loss_rpn_loc": 0.0644186744466424, "loss_sem_seg": 0.23858914710581303, "lr": 0.002, "mask_rcnn/accuracy": 0.9039305960479429, "mask_rcnn/false_negative": 0.0871343650803576, "mask_rcnn/false_positive": 0.1160919766803416, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.5782725719982409, "total_loss": 0.9459850174262101} {"data_time": 0.011894724004378077, "eta_seconds": 27155.50180607127, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.3072649572649573, "fast_rcnn/fg_cls_accuracy": 0.6862523540489642, "iteration": 222379, "loss_box_reg": 0.22309909597970545, "loss_cls": 0.18307994678616524, "loss_mask": 0.23568506445735693, "loss_rpn_cls": 0.027249344260781072, "loss_rpn_loc": 0.062414049287326634, "loss_sem_seg": 0.2548167307395488, "lr": 0.002, "mask_rcnn/accuracy": 0.8870278812935832, "mask_rcnn/false_negative": 0.09269381173916466, "mask_rcnn/false_positive": 0.14534548689495544, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5645065154967597, "total_loss": 0.9854050659632776} {"data_time": 0.012594824002007954, "eta_seconds": 27118.8919950801, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.25245098039215685, "fast_rcnn/fg_cls_accuracy": 0.723731884057971, "iteration": 222399, "loss_box_reg": 0.2175569348037243, "loss_cls": 0.1593090812675655, "loss_mask": 0.22883069096133113, "loss_rpn_cls": 0.02868514516740106, "loss_rpn_loc": 0.060809323738794774, "loss_sem_seg": 0.22145382734015584, "lr": 0.002, "mask_rcnn/accuracy": 0.9128879041060478, "mask_rcnn/false_negative": 0.06909033762730038, "mask_rcnn/false_positive": 0.093725385831995, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5732924414915033, "total_loss": 0.9265439918090124} {"data_time": 0.012411163494107313, "eta_seconds": 27120.64182678512, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.27765540871267747, "fast_rcnn/fg_cls_accuracy": 0.7116211897738447, "iteration": 222419, "loss_box_reg": 0.21916944067925215, "loss_cls": 0.1718160822056234, "loss_mask": 0.23119876952841878, "loss_rpn_cls": 0.03289061301256879, "loss_rpn_loc": 0.060814417141955346, "loss_sem_seg": 0.21912308922037482, "lr": 0.002, "mask_rcnn/accuracy": 0.8940515164399092, "mask_rcnn/false_negative": 0.10231890694298405, "mask_rcnn/false_positive": 0.10646050255420152, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5894619579921709, "total_loss": 0.9479476909618825} {"data_time": 0.012328595505096018, "eta_seconds": 27123.37886673787, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.26806247922897974, "fast_rcnn/fg_cls_accuracy": 0.723042776432607, "iteration": 222439, "loss_box_reg": 0.2133857673034072, "loss_cls": 0.1658785017207265, "loss_mask": 0.23496485501527786, "loss_rpn_cls": 0.02929747067264543, "loss_rpn_loc": 0.0610134025082516, "loss_sem_seg": 0.20906178187578917, "lr": 0.002, "mask_rcnn/accuracy": 0.8955504103034795, "mask_rcnn/false_negative": 0.10256118308695918, "mask_rcnn/false_positive": 0.1123236271394383, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 205.75, "rpn/num_pos_anchors": 50.25, "time": 0.5730714004967012, "total_loss": 0.9255345013225451} {"data_time": 0.012419791499269195, "eta_seconds": 27109.882433431347, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.2764011058054788, "fast_rcnn/fg_cls_accuracy": 0.679421768707483, "iteration": 222459, "loss_box_reg": 0.19728703727014363, "loss_cls": 0.15968421730212867, "loss_mask": 0.2208263990469277, "loss_rpn_cls": 0.023677598852373194, "loss_rpn_loc": 0.05618163791950792, "loss_sem_seg": 0.23387032141909003, "lr": 0.002, "mask_rcnn/accuracy": 0.9185217241658568, "mask_rcnn/false_negative": 0.0688824496683001, "mask_rcnn/false_positive": 0.0924523733599111, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5687433109997073, "total_loss": 0.9050444039457943} {"data_time": 0.012686233007116243, "eta_seconds": 27100.567421337866, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.23553512687969924, "fast_rcnn/fg_cls_accuracy": 0.7340822651077616, "iteration": 222479, "loss_box_reg": 0.21638328675180674, "loss_cls": 0.17324807355180383, "loss_mask": 0.2248386857099831, "loss_rpn_cls": 0.02578240340517368, "loss_rpn_loc": 0.058637744827137794, "loss_sem_seg": 0.22434969525784254, "lr": 0.002, "mask_rcnn/accuracy": 0.9041000677614797, "mask_rcnn/false_negative": 0.07982434076964792, "mask_rcnn/false_positive": 0.10280704376338656, "roi_head/num_bg_samples": 427.75, "roi_head/num_fg_samples": 84.25, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.5737281639958383, "total_loss": 0.9382252769719344} {"data_time": 0.012859775502874982, "eta_seconds": 27092.44684428838, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.2159937888198758, "fast_rcnn/fg_cls_accuracy": 0.7553680981595092, "iteration": 222499, "loss_box_reg": 0.20288642938248813, "loss_cls": 0.1637919606291689, "loss_mask": 0.22274519270285964, "loss_rpn_cls": 0.028943836219696095, "loss_rpn_loc": 0.059791872336063534, "loss_sem_seg": 0.2348531016614288, "lr": 0.002, "mask_rcnn/accuracy": 0.9028587625526401, "mask_rcnn/false_negative": 0.07890144404444402, "mask_rcnn/false_positive": 0.10974264620356777, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5786977520037908, "total_loss": 0.8965371039048478} {"data_time": 0.013189195000450127, "eta_seconds": 27081.039738398278, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.24781709558823528, "fast_rcnn/fg_cls_accuracy": 0.7054848966613673, "iteration": 222519, "loss_box_reg": 0.1836996558122337, "loss_cls": 0.14708648645319045, "loss_mask": 0.21516855340451002, "loss_rpn_cls": 0.02324276982653828, "loss_rpn_loc": 0.054838304640725255, "loss_sem_seg": 0.21058545890264213, "lr": 0.002, "mask_rcnn/accuracy": 0.9134372936765243, "mask_rcnn/false_negative": 0.07841357138023414, "mask_rcnn/false_positive": 0.09089453084702431, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5522702124944772, "total_loss": 0.810853578906972} {"data_time": 0.012385165493469685, "eta_seconds": 27083.539512058727, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.27166308383818644, "fast_rcnn/fg_cls_accuracy": 0.7120578463943716, "iteration": 222539, "loss_box_reg": 0.20480382000096142, "loss_cls": 0.15968248853459954, "loss_mask": 0.22869109828025103, "loss_rpn_cls": 0.028729476307489676, "loss_rpn_loc": 0.06845482462085783, "loss_sem_seg": 0.23045836109668016, "lr": 0.002, "mask_rcnn/accuracy": 0.910743374619165, "mask_rcnn/false_negative": 0.08422798248013921, "mask_rcnn/false_positive": 0.11211496669937945, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5773007750030956, "total_loss": 0.9047811665514018} {"data_time": 0.012425485998392105, "eta_seconds": 27068.652678730767, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.22425508214981899, "fast_rcnn/fg_cls_accuracy": 0.7181645514978848, "iteration": 222559, "loss_box_reg": 0.2053895475110039, "loss_cls": 0.1731702252291143, "loss_mask": 0.22343267127871513, "loss_rpn_cls": 0.02625280956908682, "loss_rpn_loc": 0.052747769019333646, "loss_sem_seg": 0.19172071106731892, "lr": 0.002, "mask_rcnn/accuracy": 0.9027450662804805, "mask_rcnn/false_negative": 0.09229004919294695, "mask_rcnn/false_positive": 0.09503324676152801, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.5723220849977224, "total_loss": 0.8990171159966849} {"data_time": 0.01264789150445722, "eta_seconds": 27064.084026960525, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.2588010204081633, "fast_rcnn/fg_cls_accuracy": 0.7081081081081081, "iteration": 222579, "loss_box_reg": 0.2098189485259354, "loss_cls": 0.16103014105465263, "loss_mask": 0.2218976067379117, "loss_rpn_cls": 0.026661070063710213, "loss_rpn_loc": 0.06668534899654333, "loss_sem_seg": 0.2046699421480298, "lr": 0.002, "mask_rcnn/accuracy": 0.9048253422750211, "mask_rcnn/false_negative": 0.0812026753273416, "mask_rcnn/false_positive": 0.11458727946531921, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5743985875087674, "total_loss": 0.9277836759647471} {"data_time": 0.012045187497278675, "eta_seconds": 27065.47954627942, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.26988636363636365, "fast_rcnn/fg_cls_accuracy": 0.7118552093973443, "iteration": 222599, "loss_box_reg": 0.2003602364566177, "loss_cls": 0.17552951362449676, "loss_mask": 0.22506071161478758, "loss_rpn_cls": 0.03233683347934857, "loss_rpn_loc": 0.06610526912845671, "loss_sem_seg": 0.2347242704126984, "lr": 0.002, "mask_rcnn/accuracy": 0.8881385265799868, "mask_rcnn/false_negative": 0.10100133403370602, "mask_rcnn/false_positive": 0.12749282782203186, "roi_head/num_bg_samples": 429.25, "roi_head/num_fg_samples": 82.75, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.5750680744968122, "total_loss": 0.9269402030913625} {"data_time": 0.01237490049970802, "eta_seconds": 27057.458819169828, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.270541480377546, "fast_rcnn/fg_cls_accuracy": 0.7084967320261438, "iteration": 222619, "loss_box_reg": 0.20616741734556854, "loss_cls": 0.1629143024329096, "loss_mask": 0.2218458652496338, "loss_rpn_cls": 0.028386242843225773, "loss_rpn_loc": 0.06481758400332183, "loss_sem_seg": 0.23218901187647134, "lr": 0.002, "mask_rcnn/accuracy": 0.9178157749586322, "mask_rcnn/false_negative": 0.07830078074391542, "mask_rcnn/false_positive": 0.09228999981140204, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5704362759934156, "total_loss": 0.9350098014620016} {"data_time": 0.012511829496361315, "eta_seconds": 27028.851706040485, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.2742014742014742, "fast_rcnn/fg_cls_accuracy": 0.7147113022113023, "iteration": 222639, "loss_box_reg": 0.20455080550163984, "loss_cls": 0.15899327886290848, "loss_mask": 0.2271387348882854, "loss_rpn_cls": 0.02281512043555267, "loss_rpn_loc": 0.0734043299453333, "loss_sem_seg": 0.21796903456561267, "lr": 0.002, "mask_rcnn/accuracy": 0.8978715300143871, "mask_rcnn/false_negative": 0.10240693831373088, "mask_rcnn/false_positive": 0.13196490012572049, "roi_head/num_bg_samples": 461.0, "roi_head/num_fg_samples": 51.0, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5541829505018541, "total_loss": 0.9175068518306944} {"data_time": 0.012445648499124218, "eta_seconds": 27011.540160205062, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.23179271708683474, "fast_rcnn/fg_cls_accuracy": 0.7176470588235294, "iteration": 222659, "loss_box_reg": 0.20522279129363596, "loss_cls": 0.16134508652612567, "loss_mask": 0.2330762892961502, "loss_rpn_cls": 0.026255943168507656, "loss_rpn_loc": 0.06985137605806813, "loss_sem_seg": 0.25558278569951653, "lr": 0.002, "mask_rcnn/accuracy": 0.8992911244554002, "mask_rcnn/false_negative": 0.09059521657025049, "mask_rcnn/false_positive": 0.10317354837375817, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5688668615039205, "total_loss": 0.9380488255264936} {"data_time": 0.012690386502072215, "eta_seconds": 26986.510194337854, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.22460651090038125, "fast_rcnn/fg_cls_accuracy": 0.7559847804259368, "iteration": 222679, "loss_box_reg": 0.20475778705440462, "loss_cls": 0.1716083560604602, "loss_mask": 0.22118963208049536, "loss_rpn_cls": 0.025364864653965924, "loss_rpn_loc": 0.05940957381972112, "loss_sem_seg": 0.20960625214502215, "lr": 0.002, "mask_rcnn/accuracy": 0.9088671592807477, "mask_rcnn/false_negative": 0.06398647092216891, "mask_rcnn/false_positive": 0.11220036579888776, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 235.75, "rpn/num_pos_anchors": 20.25, "time": 0.5576389839989133, "total_loss": 0.9009706404158351} {"data_time": 0.01290414499817416, "eta_seconds": 26975.104471637853, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.2209201388888889, "fast_rcnn/fg_cls_accuracy": 0.7783260233918128, "iteration": 222699, "loss_box_reg": 0.18308553053066134, "loss_cls": 0.15728651219978929, "loss_mask": 0.21414373628795147, "loss_rpn_cls": 0.026531106836046092, "loss_rpn_loc": 0.05222920131927822, "loss_sem_seg": 0.23155215103179216, "lr": 0.002, "mask_rcnn/accuracy": 0.9106223869756236, "mask_rcnn/false_negative": 0.07570312920282225, "mask_rcnn/false_positive": 0.11510674533966347, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5678013920041849, "total_loss": 0.839474028092809} {"data_time": 0.012679813502472825, "eta_seconds": 26963.69874893785, "fast_rcnn/cls_accuracy": 0.96337890625, "fast_rcnn/false_negative": 0.24351391316037102, "fast_rcnn/fg_cls_accuracy": 0.7518349240489313, "iteration": 222719, "loss_box_reg": 0.19107006932608783, "loss_cls": 0.15767387382220477, "loss_mask": 0.21898869797587395, "loss_rpn_cls": 0.02116718488105107, "loss_rpn_loc": 0.05533101815672126, "loss_sem_seg": 0.21129249967634678, "lr": 0.002, "mask_rcnn/accuracy": 0.9158886054421769, "mask_rcnn/false_negative": 0.07195504140111038, "mask_rcnn/false_positive": 0.08889300642136222, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 235.25, "rpn/num_pos_anchors": 20.75, "time": 0.5645924080090481, "total_loss": 0.8713060161053363} {"data_time": 0.011905980507435743, "eta_seconds": 26954.94387203519, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.2934426229508197, "fast_rcnn/fg_cls_accuracy": 0.6688723205964585, "iteration": 222739, "loss_box_reg": 0.2003486668691039, "loss_cls": 0.16825408348813653, "loss_mask": 0.23358209431171417, "loss_rpn_cls": 0.024582221856690012, "loss_rpn_loc": 0.0568486672709696, "loss_sem_seg": 0.2158288494683802, "lr": 0.002, "mask_rcnn/accuracy": 0.893826881288396, "mask_rcnn/false_negative": 0.1017057426534039, "mask_rcnn/false_positive": 0.09881215520540079, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.568403285506065, "total_loss": 0.9343766905512894} {"data_time": 0.0117071054992266, "eta_seconds": 26938.80978603164, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.31773761713520754, "fast_rcnn/fg_cls_accuracy": 0.6231779572147651, "iteration": 222759, "loss_box_reg": 0.21686076291371137, "loss_cls": 0.17470334633253515, "loss_mask": 0.22803703043609858, "loss_rpn_cls": 0.02944761329854373, "loss_rpn_loc": 0.07000083033926785, "loss_sem_seg": 0.2214554885867983, "lr": 0.002, "mask_rcnn/accuracy": 0.9001019955854683, "mask_rcnn/false_negative": 0.09005411781770548, "mask_rcnn/false_positive": 0.11242893480127089, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.5609338104986819, "total_loss": 0.9578339867803152} {"data_time": 0.012253520500962622, "eta_seconds": 26900.774848480884, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.22112771739130435, "fast_rcnn/fg_cls_accuracy": 0.7232142857142858, "iteration": 222779, "loss_box_reg": 0.21273271972313523, "loss_cls": 0.16838578693568707, "loss_mask": 0.23601420945487916, "loss_rpn_cls": 0.03005762286920799, "loss_rpn_loc": 0.06811718718381599, "loss_sem_seg": 0.19545824662782252, "lr": 0.002, "mask_rcnn/accuracy": 0.9078286738373234, "mask_rcnn/false_negative": 0.07952691196676945, "mask_rcnn/false_positive": 0.10064778904351243, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5572448550010449, "total_loss": 0.9857713005912956} {"data_time": 0.011691482992318925, "eta_seconds": 26883.24548494981, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.1869803476946334, "fast_rcnn/fg_cls_accuracy": 0.7905954974582425, "iteration": 222799, "loss_box_reg": 0.19274087203666568, "loss_cls": 0.16166203166358173, "loss_mask": 0.22605034476146102, "loss_rpn_cls": 0.02872951835161075, "loss_rpn_loc": 0.060407000564737245, "loss_sem_seg": 0.20086182840168476, "lr": 0.002, "mask_rcnn/accuracy": 0.9121697116346539, "mask_rcnn/false_negative": 0.08305811689624858, "mask_rcnn/false_positive": 0.09217662924629627, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5644817044958472, "total_loss": 0.9215960872534197} {"data_time": 0.012740100995870307, "eta_seconds": 26886.218775887828, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.26100946707797046, "fast_rcnn/fg_cls_accuracy": 0.7063090861344538, "iteration": 222819, "loss_box_reg": 0.21537059685215354, "loss_cls": 0.17297220439650118, "loss_mask": 0.2175574703142047, "loss_rpn_cls": 0.02962930774083361, "loss_rpn_loc": 0.07015632680850103, "loss_sem_seg": 0.20060868468135595, "lr": 0.002, "mask_rcnn/accuracy": 0.8994445161785645, "mask_rcnn/false_negative": 0.08687476485702354, "mask_rcnn/false_positive": 0.11836603871733106, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5757210265001049, "total_loss": 0.9215875364388921} {"data_time": 0.012765415995090734, "eta_seconds": 26895.264412737844, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.2523989898989899, "fast_rcnn/fg_cls_accuracy": 0.7199407643674888, "iteration": 222839, "loss_box_reg": 0.21381053747609258, "loss_cls": 0.19289279892109334, "loss_mask": 0.2310090814717114, "loss_rpn_cls": 0.03123306462657638, "loss_rpn_loc": 0.06424693518783897, "loss_sem_seg": 0.22593206469900906, "lr": 0.002, "mask_rcnn/accuracy": 0.9190608084845935, "mask_rcnn/false_negative": 0.07807020178128765, "mask_rcnn/false_positive": 0.08290831170626567, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5736013599962462, "total_loss": 0.9641958529591648} {"data_time": 0.013045106999925338, "eta_seconds": 26881.78557023174, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.21935853379152348, "fast_rcnn/fg_cls_accuracy": 0.7198837691988377, "iteration": 222859, "loss_box_reg": 0.2102033719420433, "loss_cls": 0.17473280522972345, "loss_mask": 0.2316309344023466, "loss_rpn_cls": 0.028223561152117327, "loss_rpn_loc": 0.05866556928958744, "loss_sem_seg": 0.21492576808668673, "lr": 0.002, "mask_rcnn/accuracy": 0.8982551689841822, "mask_rcnn/false_negative": 0.0898626118777417, "mask_rcnn/false_positive": 0.10487751653484428, "roi_head/num_bg_samples": 431.0, "roi_head/num_fg_samples": 81.0, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5612869310061797, "total_loss": 0.9100550727380323} {"data_time": 0.012387520997435786, "eta_seconds": 26873.11975307882, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.22257607926397735, "fast_rcnn/fg_cls_accuracy": 0.7559029788329152, "iteration": 222879, "loss_box_reg": 0.21679391188081354, "loss_cls": 0.16530912788584828, "loss_mask": 0.23228824371472, "loss_rpn_cls": 0.023295354927540757, "loss_rpn_loc": 0.05010239401599392, "loss_sem_seg": 0.20990841300226748, "lr": 0.002, "mask_rcnn/accuracy": 0.9049550583383684, "mask_rcnn/false_negative": 0.09609195370673188, "mask_rcnn/false_positive": 0.10623570772250794, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.567724457498116, "total_loss": 0.9102621632191585} {"data_time": 0.013394622008490842, "eta_seconds": 26858.011161108123, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.22152867268041238, "fast_rcnn/fg_cls_accuracy": 0.7613763695219123, "iteration": 222899, "loss_box_reg": 0.2129892761586234, "loss_cls": 0.167629447998479, "loss_mask": 0.2249060608446598, "loss_rpn_cls": 0.02617349616775755, "loss_rpn_loc": 0.0594373249768978, "loss_sem_seg": 0.2234179498627782, "lr": 0.002, "mask_rcnn/accuracy": 0.9044328758687787, "mask_rcnn/false_negative": 0.08641363780437748, "mask_rcnn/false_positive": 0.10033095099026612, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5692725190019701, "total_loss": 0.9120039247281966} {"data_time": 0.01204663299722597, "eta_seconds": 26863.190939832588, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.22551166111375537, "fast_rcnn/fg_cls_accuracy": 0.7104761904761905, "iteration": 222919, "loss_box_reg": 0.21631838520988822, "loss_cls": 0.18195597361773252, "loss_mask": 0.2230526371859014, "loss_rpn_cls": 0.02480877634661738, "loss_rpn_loc": 0.06417033961042762, "loss_sem_seg": 0.23073939746245742, "lr": 0.002, "mask_rcnn/accuracy": 0.9153069986750089, "mask_rcnn/false_negative": 0.07395198564182207, "mask_rcnn/false_positive": 0.11007835338843618, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5792119490070036, "total_loss": 0.924683829962305} {"data_time": 0.012463082501199096, "eta_seconds": 26844.639460593316, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.27921809151113786, "fast_rcnn/fg_cls_accuracy": 0.6910635964912281, "iteration": 222939, "loss_box_reg": 0.22985148383304477, "loss_cls": 0.1783530123066157, "loss_mask": 0.22777541540563107, "loss_rpn_cls": 0.03155553094802599, "loss_rpn_loc": 0.0627315852616448, "loss_sem_seg": 0.21540242829360068, "lr": 0.002, "mask_rcnn/accuracy": 0.900069744694753, "mask_rcnn/false_negative": 0.07988308493156746, "mask_rcnn/false_positive": 0.1266869740961431, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5720828489938867, "total_loss": 0.9440171433452633} {"data_time": 0.012166090004029684, "eta_seconds": 26830.749062516945, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.24931195816705656, "fast_rcnn/fg_cls_accuracy": 0.7323555331738638, "iteration": 222959, "loss_box_reg": 0.2021981943398714, "loss_cls": 0.1642326507717371, "loss_mask": 0.2198545392602682, "loss_rpn_cls": 0.02801814594931784, "loss_rpn_loc": 0.06271369173191488, "loss_sem_seg": 0.20726126129738986, "lr": 0.002, "mask_rcnn/accuracy": 0.9029496894116482, "mask_rcnn/false_negative": 0.10179882566538818, "mask_rcnn/false_positive": 0.09314100925244487, "roi_head/num_bg_samples": 430.0, "roi_head/num_fg_samples": 82.0, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.559758477997093, "total_loss": 0.8906318379267759} {"data_time": 0.011689719496644102, "eta_seconds": 26832.454254999124, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.26320901320901324, "fast_rcnn/fg_cls_accuracy": 0.7007139525705881, "iteration": 222979, "loss_box_reg": 0.1916444511152804, "loss_cls": 0.15648790658451617, "loss_mask": 0.2213586326688528, "loss_rpn_cls": 0.03030063191545196, "loss_rpn_loc": 0.05507762826164253, "loss_sem_seg": 0.2223931117914617, "lr": 0.002, "mask_rcnn/accuracy": 0.8922989486218349, "mask_rcnn/false_negative": 0.0915521434406355, "mask_rcnn/false_positive": 0.11793645056278498, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5796440750054899, "total_loss": 0.8967430494431028} {"data_time": 0.01282677400013199, "eta_seconds": 26824.31206484064, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.2915913200723327, "fast_rcnn/fg_cls_accuracy": 0.6789772727272727, "iteration": 222999, "loss_box_reg": 0.20490131829865277, "loss_cls": 0.16938128438778222, "loss_mask": 0.23390885954722762, "loss_rpn_cls": 0.026500374158786144, "loss_rpn_loc": 0.0643622747156769, "loss_sem_seg": 0.24735013977624476, "lr": 0.002, "mask_rcnn/accuracy": 0.8985662429334254, "mask_rcnn/false_negative": 0.08138392105072423, "mask_rcnn/false_positive": 0.10458104430931102, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5733735034955316, "total_loss": 0.9052816206749412} {"data_time": 0.013395861999015324, "eta_seconds": 26812.287165207767, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.21501670843776105, "fast_rcnn/fg_cls_accuracy": 0.7163385469353877, "iteration": 223019, "loss_box_reg": 0.2101177100557834, "loss_cls": 0.16345064318738878, "loss_mask": 0.2299208934418857, "loss_rpn_cls": 0.030053058988414705, "loss_rpn_loc": 0.06875942010083236, "loss_sem_seg": 0.19673275528475642, "lr": 0.002, "mask_rcnn/accuracy": 0.897931196410628, "mask_rcnn/false_negative": 0.08788612196505684, "mask_rcnn/false_positive": 0.1116072093519728, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5674570779956412, "total_loss": 0.8825779297912959} {"data_time": 0.012885032498161308, "eta_seconds": 26800.25402729307, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.2219981015662079, "fast_rcnn/fg_cls_accuracy": 0.7088881706528766, "iteration": 223039, "loss_box_reg": 0.20739411376416683, "loss_cls": 0.15772934746928513, "loss_mask": 0.2199604599736631, "loss_rpn_cls": 0.02860675354168052, "loss_rpn_loc": 0.05913583323126659, "loss_sem_seg": 0.2195838435436599, "lr": 0.002, "mask_rcnn/accuracy": 0.8942159332612714, "mask_rcnn/false_negative": 0.09046869599449489, "mask_rcnn/false_positive": 0.12396215046075429, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.56941547900351, "total_loss": 0.9030756569118239} {"data_time": 0.012625768998987041, "eta_seconds": 26789.45896898784, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.32777931415929207, "fast_rcnn/fg_cls_accuracy": 0.664408185840708, "iteration": 223059, "loss_box_reg": 0.21052004222292453, "loss_cls": 0.166041947202757, "loss_mask": 0.23042706632986665, "loss_rpn_cls": 0.026000114226917503, "loss_rpn_loc": 0.061388033092953265, "loss_sem_seg": 0.2087676846422255, "lr": 0.002, "mask_rcnn/accuracy": 0.8968000167356662, "mask_rcnn/false_negative": 0.0939553719917009, "mask_rcnn/false_positive": 0.0975457856382671, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5648176335016615, "total_loss": 0.933708242461762} {"data_time": 0.013282972999149933, "eta_seconds": 26778.04487087788, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.2704741379310345, "fast_rcnn/fg_cls_accuracy": 0.66310280613883, "iteration": 223079, "loss_box_reg": 0.21415750170126557, "loss_cls": 0.1689471872523427, "loss_mask": 0.229854429140687, "loss_rpn_cls": 0.02552302071126178, "loss_rpn_loc": 0.05890841060318053, "loss_sem_seg": 0.24189660092815757, "lr": 0.002, "mask_rcnn/accuracy": 0.9035029232985059, "mask_rcnn/false_negative": 0.08921869955698347, "mask_rcnn/false_positive": 0.10528930683112933, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5772171950011398, "total_loss": 0.9291077590023633} {"data_time": 0.012040871508361306, "eta_seconds": 26766.01252388306, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.26259231761166035, "fast_rcnn/fg_cls_accuracy": 0.7374076823883396, "iteration": 223099, "loss_box_reg": 0.2102515040896833, "loss_cls": 0.17116197780705988, "loss_mask": 0.23388747917488217, "loss_rpn_cls": 0.030073860893025994, "loss_rpn_loc": 0.06484782259212807, "loss_sem_seg": 0.2069596704095602, "lr": 0.002, "mask_rcnn/accuracy": 0.9119104677914109, "mask_rcnn/false_negative": 0.08369606312840208, "mask_rcnn/false_positive": 0.09773450255487497, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.5684190210013185, "total_loss": 0.9194233927410096} {"data_time": 0.013081169505312573, "eta_seconds": 26756.6641727116, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.23644578313253012, "fast_rcnn/fg_cls_accuracy": 0.7421875, "iteration": 223119, "loss_box_reg": 0.20836251263972372, "loss_cls": 0.15866989747155458, "loss_mask": 0.22087346948683262, "loss_rpn_cls": 0.025987219851231202, "loss_rpn_loc": 0.05615806713467464, "loss_sem_seg": 0.2007859773002565, "lr": 0.002, "mask_rcnn/accuracy": 0.9048516671015715, "mask_rcnn/false_negative": 0.08499943639423209, "mask_rcnn/false_positive": 0.12120847533403854, "roi_head/num_bg_samples": 427.75, "roi_head/num_fg_samples": 84.25, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5694094894934096, "total_loss": 0.8955683316016803} {"data_time": 0.012756835494656116, "eta_seconds": 26745.24945708151, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.2921440261865794, "fast_rcnn/fg_cls_accuracy": 0.6826923076923077, "iteration": 223139, "loss_box_reg": 0.2167608542367816, "loss_cls": 0.16458709444850683, "loss_mask": 0.2230086950585246, "loss_rpn_cls": 0.02950509482616326, "loss_rpn_loc": 0.06392175721703097, "loss_sem_seg": 0.20484167896211147, "lr": 0.002, "mask_rcnn/accuracy": 0.8960647550159304, "mask_rcnn/false_negative": 0.08910199040668569, "mask_rcnn/false_positive": 0.13150800807637775, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5808225810033036, "total_loss": 0.8929078810251667} {"data_time": 0.011721000497345813, "eta_seconds": 26733.83474145142, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.26550270921131847, "fast_rcnn/fg_cls_accuracy": 0.71660244059088, "iteration": 223159, "loss_box_reg": 0.1945010325871408, "loss_cls": 0.16573272843379527, "loss_mask": 0.2311305571347475, "loss_rpn_cls": 0.025597587515221676, "loss_rpn_loc": 0.06140611885348335, "loss_sem_seg": 0.2045910730957985, "lr": 0.002, "mask_rcnn/accuracy": 0.9015455423498879, "mask_rcnn/false_negative": 0.08720176650577816, "mask_rcnn/false_positive": 0.09856076424100876, "roi_head/num_bg_samples": 429.75, "roi_head/num_fg_samples": 82.25, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5560562755053979, "total_loss": 0.9230292843967618} {"data_time": 0.012356279010418802, "eta_seconds": 26720.357186003042, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.2523654642223536, "fast_rcnn/fg_cls_accuracy": 0.7257705073494547, "iteration": 223179, "loss_box_reg": 0.20214671920984983, "loss_cls": 0.15512671880424023, "loss_mask": 0.21479460457339883, "loss_rpn_cls": 0.029573011628599488, "loss_rpn_loc": 0.0625702275428921, "loss_sem_seg": 0.21596254128962755, "lr": 0.002, "mask_rcnn/accuracy": 0.9022829065924598, "mask_rcnn/false_negative": 0.07097287886190629, "mask_rcnn/false_positive": 0.1218432505768274, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 205.0, "rpn/num_pos_anchors": 51.0, "time": 0.5665401415099041, "total_loss": 0.8754911626820103} {"data_time": 0.011669193998386618, "eta_seconds": 26709.560282218103, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.29891203445843084, "fast_rcnn/fg_cls_accuracy": 0.6866709732988803, "iteration": 223199, "loss_box_reg": 0.2101842278498225, "loss_cls": 0.1650566477328539, "loss_mask": 0.23242261912673712, "loss_rpn_cls": 0.031962034350726753, "loss_rpn_loc": 0.06678206421202049, "loss_sem_seg": 0.22475042450241745, "lr": 0.002, "mask_rcnn/accuracy": 0.8953057551924424, "mask_rcnn/false_negative": 0.10595518445987662, "mask_rcnn/false_positive": 0.11085800210145783, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5696844534977572, "total_loss": 0.9392183352902066} {"data_time": 0.01326340000377968, "eta_seconds": 26699.590594561152, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.28599080801723975, "fast_rcnn/fg_cls_accuracy": 0.687702922077922, "iteration": 223219, "loss_box_reg": 0.22357232379727066, "loss_cls": 0.17310272832401097, "loss_mask": 0.24243623670190573, "loss_rpn_cls": 0.03190187070867978, "loss_rpn_loc": 0.061815130175091326, "loss_sem_seg": 0.22632256150245667, "lr": 0.002, "mask_rcnn/accuracy": 0.8875160032957282, "mask_rcnn/false_negative": 0.086861454089327, "mask_rcnn/false_positive": 0.12607987851382754, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.5690277825051453, "total_loss": 0.9455253988871846} {"data_time": 0.01259592150017852, "eta_seconds": 26690.22045696256, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.2573853989813243, "fast_rcnn/fg_cls_accuracy": 0.7426146010186757, "iteration": 223239, "loss_box_reg": 0.18980685505084693, "loss_cls": 0.15182301169261336, "loss_mask": 0.2234573569148779, "loss_rpn_cls": 0.02675393673052895, "loss_rpn_loc": 0.057323364715557545, "loss_sem_seg": 0.19574746722355485, "lr": 0.002, "mask_rcnn/accuracy": 0.9030382986527945, "mask_rcnn/false_negative": 0.08548596159112284, "mask_rcnn/false_positive": 0.1054819009437035, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5828285609968589, "total_loss": 0.8919638884026426} {"data_time": 0.011421574497944675, "eta_seconds": 26674.701848123026, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.21752464403066812, "fast_rcnn/fg_cls_accuracy": 0.7592448815274901, "iteration": 223259, "loss_box_reg": 0.1932459562085569, "loss_cls": 0.16431520762853324, "loss_mask": 0.2231924389488995, "loss_rpn_cls": 0.022518936268170364, "loss_rpn_loc": 0.059750144893769175, "loss_sem_seg": 0.20919290743768215, "lr": 0.002, "mask_rcnn/accuracy": 0.9033449938870509, "mask_rcnn/false_negative": 0.07663450507462545, "mask_rcnn/false_positive": 0.10755215387659142, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 0.5627818965003826, "total_loss": 0.8737025357404491} {"data_time": 0.01172947749728337, "eta_seconds": 26643.372276675655, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.22051022985602425, "fast_rcnn/fg_cls_accuracy": 0.74968903197483, "iteration": 223279, "loss_box_reg": 0.20840126473922282, "loss_cls": 0.1817556442692876, "loss_mask": 0.23399101197719574, "loss_rpn_cls": 0.02846787455928279, "loss_rpn_loc": 0.06585642509162426, "loss_sem_seg": 0.22490081004798412, "lr": 0.002, "mask_rcnn/accuracy": 0.9019698548433458, "mask_rcnn/false_negative": 0.08350999869131477, "mask_rcnn/false_positive": 0.10912673544955338, "roi_head/num_bg_samples": 433.0, "roi_head/num_fg_samples": 79.0, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.5687699879999855, "total_loss": 0.9687459211127134} {"data_time": 0.013869233000150416, "eta_seconds": 26629.22286335542, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.26863679007000074, "fast_rcnn/fg_cls_accuracy": 0.7313632099299994, "iteration": 223299, "loss_box_reg": 0.2108108625980094, "loss_cls": 0.16493732342496514, "loss_mask": 0.2358509600162506, "loss_rpn_cls": 0.025461279378760082, "loss_rpn_loc": 0.07047750338097103, "loss_sem_seg": 0.2516530866269022, "lr": 0.002, "mask_rcnn/accuracy": 0.898839765319071, "mask_rcnn/false_negative": 0.09858437329555675, "mask_rcnn/false_positive": 0.10099161281084823, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 235.25, "rpn/num_pos_anchors": 20.75, "time": 0.5664550560031785, "total_loss": 0.9773301297136641} {"data_time": 0.012158338002336677, "eta_seconds": 26615.58971137531, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.2738616071428571, "fast_rcnn/fg_cls_accuracy": 0.7170238095238095, "iteration": 223319, "loss_box_reg": 0.22449005476664752, "loss_cls": 0.17807303392328322, "loss_mask": 0.2317370167002082, "loss_rpn_cls": 0.0315992364048725, "loss_rpn_loc": 0.07131138257682323, "loss_sem_seg": 0.21134267654269934, "lr": 0.002, "mask_rcnn/accuracy": 0.9009052708674711, "mask_rcnn/false_negative": 0.08126601765739966, "mask_rcnn/false_positive": 0.09723026707130783, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5664369150035782, "total_loss": 0.9725905380619224} {"data_time": 0.012435300501238089, "eta_seconds": 26609.156349435216, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.21757139742751253, "fast_rcnn/fg_cls_accuracy": 0.7209401709401709, "iteration": 223339, "loss_box_reg": 0.225038954988122, "loss_cls": 0.17404441186226904, "loss_mask": 0.22857951326295733, "loss_rpn_cls": 0.026274117568391375, "loss_rpn_loc": 0.06431032680848148, "loss_sem_seg": 0.21814686874859035, "lr": 0.002, "mask_rcnn/accuracy": 0.9198633185849542, "mask_rcnn/false_negative": 0.06106360044625159, "mask_rcnn/false_positive": 0.11057851359043562, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 235.0, "rpn/num_pos_anchors": 21.0, "time": 0.579202789995179, "total_loss": 0.9565510390675627} {"data_time": 0.012545132005470805, "eta_seconds": 26556.42548196743, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.2301322043969103, "fast_rcnn/fg_cls_accuracy": 0.7335115864527628, "iteration": 223359, "loss_box_reg": 0.19830289226956666, "loss_cls": 0.1650525473523885, "loss_mask": 0.22850094502791762, "loss_rpn_cls": 0.02419617140549235, "loss_rpn_loc": 0.07248191567487083, "loss_sem_seg": 0.20792587497271597, "lr": 0.002, "mask_rcnn/accuracy": 0.8924896012621917, "mask_rcnn/false_negative": 0.07995931949277515, "mask_rcnn/false_positive": 0.09897520798123892, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.5587939085016842, "total_loss": 0.8937727486627409} {"data_time": 0.013249518000520766, "eta_seconds": 26555.708764284354, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.19980907197408007, "fast_rcnn/fg_cls_accuracy": 0.773837074751215, "iteration": 223379, "loss_box_reg": 0.2096098840702325, "loss_cls": 0.16893192229326814, "loss_mask": 0.2288409499451518, "loss_rpn_cls": 0.028056395680323476, "loss_rpn_loc": 0.06147321776370518, "loss_sem_seg": 0.22443530289456248, "lr": 0.002, "mask_rcnn/accuracy": 0.903250412086976, "mask_rcnn/false_negative": 0.0724843432197763, "mask_rcnn/false_positive": 0.10536122642335928, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5710107409977354, "total_loss": 0.9311791188956704} {"data_time": 0.012009700491034891, "eta_seconds": 26559.021240697097, "fast_rcnn/cls_accuracy": 0.96044921875, "fast_rcnn/false_negative": 0.17332881662149957, "fast_rcnn/fg_cls_accuracy": 0.8185185185185184, "iteration": 223399, "loss_box_reg": 0.19913017889484763, "loss_cls": 0.15420330251799896, "loss_mask": 0.21348512591794133, "loss_rpn_cls": 0.028507011991678155, "loss_rpn_loc": 0.06480237207142636, "loss_sem_seg": 0.2125933775678277, "lr": 0.002, "mask_rcnn/accuracy": 0.9079303794804724, "mask_rcnn/false_negative": 0.07866582627528691, "mask_rcnn/false_positive": 0.10479260531458559, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 238.25, "rpn/num_pos_anchors": 17.75, "time": 0.5761012080038199, "total_loss": 0.8715700713037222} {"data_time": 0.012548564998724032, "eta_seconds": 26522.262716826932, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.2551775147928994, "fast_rcnn/fg_cls_accuracy": 0.7414441068287222, "iteration": 223419, "loss_box_reg": 0.21128895960282534, "loss_cls": 0.15095122094498947, "loss_mask": 0.22390815056860447, "loss_rpn_cls": 0.02524380455724895, "loss_rpn_loc": 0.06700909996288829, "loss_sem_seg": 0.2094968685414642, "lr": 0.002, "mask_rcnn/accuracy": 0.9190728040660885, "mask_rcnn/false_negative": 0.10793699054837383, "mask_rcnn/false_positive": 0.07200087351387681, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5668402374940342, "total_loss": 0.910180626437068} {"data_time": 0.011691416999383364, "eta_seconds": 26503.543237226913, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.22875816993464052, "fast_rcnn/fg_cls_accuracy": 0.7192460317460317, "iteration": 223439, "loss_box_reg": 0.1963084740564227, "loss_cls": 0.15947435470297933, "loss_mask": 0.23289197497069836, "loss_rpn_cls": 0.024598592783149797, "loss_rpn_loc": 0.059731617249781266, "loss_sem_seg": 0.21784322895109653, "lr": 0.002, "mask_rcnn/accuracy": 0.9097244320104962, "mask_rcnn/false_negative": 0.0865645715300718, "mask_rcnn/false_positive": 0.10912960534468763, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5747846250014845, "total_loss": 0.9270633108462789} {"data_time": 0.013161221002519596, "eta_seconds": 26492.158798216915, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.26304779955621305, "fast_rcnn/fg_cls_accuracy": 0.7321848953362602, "iteration": 223459, "loss_box_reg": 0.2118319550063461, "loss_cls": 0.166778314858675, "loss_mask": 0.2265162030234933, "loss_rpn_cls": 0.030341361358296126, "loss_rpn_loc": 0.060303603881038725, "loss_sem_seg": 0.2301934740971774, "lr": 0.002, "mask_rcnn/accuracy": 0.8976912933142007, "mask_rcnn/false_negative": 0.08478579503279692, "mask_rcnn/false_positive": 0.12658381482389963, "roi_head/num_bg_samples": 427.75, "roi_head/num_fg_samples": 84.25, "rpn/num_neg_anchors": 207.0, "rpn/num_pos_anchors": 49.0, "time": 0.5697818309927243, "total_loss": 0.963708187417069} {"data_time": 0.012923666996357497, "eta_seconds": 26475.219519282924, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.3199513381995134, "fast_rcnn/fg_cls_accuracy": 0.6727493917274938, "iteration": 223479, "loss_box_reg": 0.19637862220406532, "loss_cls": 0.1696153175435029, "loss_mask": 0.22503552120178938, "loss_rpn_cls": 0.024675659224158153, "loss_rpn_loc": 0.055407359162927605, "loss_sem_seg": 0.2481374484486878, "lr": 0.002, "mask_rcnn/accuracy": 0.8960567998193679, "mask_rcnn/false_negative": 0.08972738834393866, "mask_rcnn/false_positive": 0.10935273572399594, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5696632780091022, "total_loss": 0.9355835758542526} {"data_time": 0.012936603496200405, "eta_seconds": 26458.80661835346, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.2706572769953052, "fast_rcnn/fg_cls_accuracy": 0.7038574994327207, "iteration": 223499, "loss_box_reg": 0.22153206868097186, "loss_cls": 0.18298186000902206, "loss_mask": 0.23447207501158118, "loss_rpn_cls": 0.027389537455746904, "loss_rpn_loc": 0.06449820475972956, "loss_sem_seg": 0.21784619661048055, "lr": 0.002, "mask_rcnn/accuracy": 0.8957359486471341, "mask_rcnn/false_negative": 0.09310563982500605, "mask_rcnn/false_positive": 0.11154262593657005, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5822231709971675, "total_loss": 0.9568214711289329} {"data_time": 0.01221302949852543, "eta_seconds": 26452.455417462857, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.25054197871501777, "fast_rcnn/fg_cls_accuracy": 0.7299981775104794, "iteration": 223519, "loss_box_reg": 0.2062515482539311, "loss_cls": 0.1697618702892214, "loss_mask": 0.22535559348762035, "loss_rpn_cls": 0.028612534079002216, "loss_rpn_loc": 0.06212760465859901, "loss_sem_seg": 0.21345397015102208, "lr": 0.002, "mask_rcnn/accuracy": 0.8988631267223339, "mask_rcnn/false_negative": 0.08747377251441504, "mask_rcnn/false_positive": 0.10930539658552708, "roi_head/num_bg_samples": 425.75, "roi_head/num_fg_samples": 86.25, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.562204247500631, "total_loss": 0.9296682939311722} {"data_time": 0.013720775001274887, "eta_seconds": 26425.622412467324, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.21505349794238682, "fast_rcnn/fg_cls_accuracy": 0.7272121212121212, "iteration": 223539, "loss_box_reg": 0.2005590838380158, "loss_cls": 0.17048028390854597, "loss_mask": 0.22081446927040815, "loss_rpn_cls": 0.027396015990234446, "loss_rpn_loc": 0.0554805580759421, "loss_sem_seg": 0.22056194744072855, "lr": 0.002, "mask_rcnn/accuracy": 0.8985111998072269, "mask_rcnn/false_negative": 0.08421501551906849, "mask_rcnn/false_positive": 0.1235827153906365, "roi_head/num_bg_samples": 425.75, "roi_head/num_fg_samples": 86.25, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5703849069977878, "total_loss": 0.9119730573147535} {"data_time": 0.01174279949918855, "eta_seconds": 26412.53879672825, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.2951008102506124, "fast_rcnn/fg_cls_accuracy": 0.6933051018350473, "iteration": 223559, "loss_box_reg": 0.1964702201075852, "loss_cls": 0.15725463395938277, "loss_mask": 0.22509121801704168, "loss_rpn_cls": 0.027051653549278853, "loss_rpn_loc": 0.05840827347128652, "loss_sem_seg": 0.20615172060206532, "lr": 0.002, "mask_rcnn/accuracy": 0.9047766244228381, "mask_rcnn/false_negative": 0.08077779813537936, "mask_rcnn/false_positive": 0.12885540295074024, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5605610069978866, "total_loss": 0.861688444550964} {"data_time": 0.012037683496600948, "eta_seconds": 26401.854528658507, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.222007722007722, "fast_rcnn/fg_cls_accuracy": 0.7674880763116056, "iteration": 223579, "loss_box_reg": 0.22240557242184877, "loss_cls": 0.1747787980712019, "loss_mask": 0.2255435106344521, "loss_rpn_cls": 0.02843337439117022, "loss_rpn_loc": 0.06483504112111405, "loss_sem_seg": 0.22140484931878746, "lr": 0.002, "mask_rcnn/accuracy": 0.9127150772558936, "mask_rcnn/false_negative": 0.08741601595770038, "mask_rcnn/false_positive": 0.09319670351253315, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5793081759984489, "total_loss": 0.9509218690145644} {"data_time": 0.013379419498960488, "eta_seconds": 26397.082383119086, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.2580671580671581, "fast_rcnn/fg_cls_accuracy": 0.6761692065160273, "iteration": 223599, "loss_box_reg": 0.21284580836072564, "loss_cls": 0.16960405162535608, "loss_mask": 0.23181466851383448, "loss_rpn_cls": 0.023615578800672665, "loss_rpn_loc": 0.06113889336120337, "loss_sem_seg": 0.24442674219608307, "lr": 0.002, "mask_rcnn/accuracy": 0.9089146286044782, "mask_rcnn/false_negative": 0.08645297353453316, "mask_rcnn/false_positive": 0.10851796505209654, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5772369600017555, "total_loss": 0.9434644960765581} {"data_time": 0.011580300000787247, "eta_seconds": 26382.945996004324, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.27436326454731363, "fast_rcnn/fg_cls_accuracy": 0.7201566224038134, "iteration": 223619, "loss_box_reg": 0.19579867483116686, "loss_cls": 0.16404515807516873, "loss_mask": 0.22801732551306486, "loss_rpn_cls": 0.024689311008842196, "loss_rpn_loc": 0.07261249158182181, "loss_sem_seg": 0.20348867354914546, "lr": 0.002, "mask_rcnn/accuracy": 0.9018789084644274, "mask_rcnn/false_negative": 0.08902073668217046, "mask_rcnn/false_positive": 0.12336273119363236, "roi_head/num_bg_samples": 431.5, "roi_head/num_fg_samples": 80.5, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.5625924664927879, "total_loss": 0.8962416641952586} {"data_time": 0.012163737999799196, "eta_seconds": 26379.14740830272, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.27181208053691275, "fast_rcnn/fg_cls_accuracy": 0.7101921305434926, "iteration": 223639, "loss_box_reg": 0.20859351754188538, "loss_cls": 0.15650467039085925, "loss_mask": 0.2305134041234851, "loss_rpn_cls": 0.02770140655047726, "loss_rpn_loc": 0.05998536557308398, "loss_sem_seg": 0.21222701377701014, "lr": 0.002, "mask_rcnn/accuracy": 0.9036798841158085, "mask_rcnn/false_negative": 0.09145456995836729, "mask_rcnn/false_positive": 0.11869253215882214, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5693227564988774, "total_loss": 0.8867269086767919} {"data_time": 0.011834230994281825, "eta_seconds": 26356.354682418816, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.28209523809523807, "fast_rcnn/fg_cls_accuracy": 0.7179047619047618, "iteration": 223659, "loss_box_reg": 0.21839064499363303, "loss_cls": 0.17508729366818443, "loss_mask": 0.22856476018205285, "loss_rpn_cls": 0.02805698010706692, "loss_rpn_loc": 0.07122985762543976, "loss_sem_seg": 0.20358689001295716, "lr": 0.002, "mask_rcnn/accuracy": 0.8993698372206025, "mask_rcnn/false_negative": 0.10712352330355795, "mask_rcnn/false_positive": 0.10518391539282566, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.56176663399674, "total_loss": 0.9060389716178179} {"data_time": 0.011892249996890314, "eta_seconds": 26348.816141974436, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.2579090555771473, "fast_rcnn/fg_cls_accuracy": 0.7224688226590573, "iteration": 223679, "loss_box_reg": 0.21180800208821893, "loss_cls": 0.1727830353192985, "loss_mask": 0.22567574121057987, "loss_rpn_cls": 0.024320510383404326, "loss_rpn_loc": 0.05873525745118968, "loss_sem_seg": 0.22584703424945474, "lr": 0.002, "mask_rcnn/accuracy": 0.9157405536472014, "mask_rcnn/false_negative": 0.08238331369107217, "mask_rcnn/false_positive": 0.09715699636310565, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5678978090072633, "total_loss": 0.933634811466618} {"data_time": 0.01326469949708553, "eta_seconds": 26344.19358991945, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.2741592166879523, "fast_rcnn/fg_cls_accuracy": 0.6944907883994178, "iteration": 223699, "loss_box_reg": 0.22488006320782006, "loss_cls": 0.18141035083681345, "loss_mask": 0.23024341696873307, "loss_rpn_cls": 0.029305066651431844, "loss_rpn_loc": 0.066999280534219, "loss_sem_seg": 0.21144512511091307, "lr": 0.002, "mask_rcnn/accuracy": 0.910551804897043, "mask_rcnn/false_negative": 0.07791320432038948, "mask_rcnn/false_positive": 0.10195068816754957, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5722847205033759, "total_loss": 0.9437739891582169} {"data_time": 0.012102694498025812, "eta_seconds": 26326.06290595451, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.28348214285714285, "fast_rcnn/fg_cls_accuracy": 0.701816307106599, "iteration": 223719, "loss_box_reg": 0.18555700476281345, "loss_cls": 0.1596879551652819, "loss_mask": 0.22398239746689796, "loss_rpn_cls": 0.026251167935697595, "loss_rpn_loc": 0.058587690960848704, "loss_sem_seg": 0.20660043426323682, "lr": 0.002, "mask_rcnn/accuracy": 0.9057354647253485, "mask_rcnn/false_negative": 0.08183748119979037, "mask_rcnn/false_positive": 0.09784651833065305, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5672286815024563, "total_loss": 0.8662691887511755} {"data_time": 0.01215195899567334, "eta_seconds": 26321.434518979368, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.22662389735364874, "fast_rcnn/fg_cls_accuracy": 0.7733761026463513, "iteration": 223739, "loss_box_reg": 0.21107164304703474, "loss_cls": 0.1807615952566266, "loss_mask": 0.21739684464409947, "loss_rpn_cls": 0.02832120608945843, "loss_rpn_loc": 0.06493204899015836, "loss_sem_seg": 0.22357915458269417, "lr": 0.002, "mask_rcnn/accuracy": 0.9171378311598612, "mask_rcnn/false_negative": 0.06776304345900248, "mask_rcnn/false_positive": 0.08190491593406757, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 238.0, "rpn/num_pos_anchors": 18.0, "time": 0.5778504640038591, "total_loss": 0.9460893734722049} {"data_time": 0.011837928497698158, "eta_seconds": 26315.870806542458, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.210159509202454, "fast_rcnn/fg_cls_accuracy": 0.7566688092559859, "iteration": 223759, "loss_box_reg": 0.21027823979966342, "loss_cls": 0.17728817835450172, "loss_mask": 0.22777748852968216, "loss_rpn_cls": 0.029347056814003736, "loss_rpn_loc": 0.0716709122643806, "loss_sem_seg": 0.21689963107928634, "lr": 0.002, "mask_rcnn/accuracy": 0.9048770782616777, "mask_rcnn/false_negative": 0.073614063300452, "mask_rcnn/false_positive": 0.11054369463683723, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5645524869978544, "total_loss": 0.9591277385989088} {"data_time": 0.01372132649703417, "eta_seconds": 26355.074867128722, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.286116428330143, "fast_rcnn/fg_cls_accuracy": 0.7101570840323319, "iteration": 223779, "loss_box_reg": 0.22607973031699657, "loss_cls": 0.1820043312618509, "loss_mask": 0.2348256167024374, "loss_rpn_cls": 0.0280041799915125, "loss_rpn_loc": 0.07497095124563202, "loss_sem_seg": 0.20250682858750224, "lr": 0.002, "mask_rcnn/accuracy": 0.9104224900564055, "mask_rcnn/false_negative": 0.08223356698038337, "mask_rcnn/false_positive": 0.11201012829204238, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5872752735012909, "total_loss": 0.949889239789627} {"data_time": 0.01270881800155621, "eta_seconds": 26351.42333944876, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.28205128205128205, "fast_rcnn/fg_cls_accuracy": 0.6899038461538461, "iteration": 223799, "loss_box_reg": 0.21493725129403174, "loss_cls": 0.18261668900959194, "loss_mask": 0.23468162678182125, "loss_rpn_cls": 0.026294317402062006, "loss_rpn_loc": 0.07373291021212935, "loss_sem_seg": 0.24163277307525277, "lr": 0.002, "mask_rcnn/accuracy": 0.8983700296403938, "mask_rcnn/false_negative": 0.0801880910217038, "mask_rcnn/false_positive": 0.11444598428983921, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5741695625038119, "total_loss": 0.9732778963298188} {"data_time": 0.012330065008427482, "eta_seconds": 26348.562276218843, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.24605263157894736, "fast_rcnn/fg_cls_accuracy": 0.7274322169059011, "iteration": 223819, "loss_box_reg": 0.19700603815726936, "loss_cls": 0.15971497003920376, "loss_mask": 0.21941877016797662, "loss_rpn_cls": 0.026927141880150884, "loss_rpn_loc": 0.06240070049534552, "loss_sem_seg": 0.21101100789383054, "lr": 0.002, "mask_rcnn/accuracy": 0.9068203517451638, "mask_rcnn/false_negative": 0.10343246979575615, "mask_rcnn/false_positive": 0.10936766462403925, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 234.5, "rpn/num_pos_anchors": 21.5, "time": 0.5786597945043468, "total_loss": 0.9176158058689907} {"data_time": 0.012779577504261397, "eta_seconds": 26337.15127936896, "fast_rcnn/cls_accuracy": 0.95703125, "fast_rcnn/false_negative": 0.227423436000349, "fast_rcnn/fg_cls_accuracy": 0.7415197748481706, "iteration": 223839, "loss_box_reg": 0.20739439083263278, "loss_cls": 0.1778694436652586, "loss_mask": 0.2217317270115018, "loss_rpn_cls": 0.028827617614297196, "loss_rpn_loc": 0.06740501697640866, "loss_sem_seg": 0.2081682989373803, "lr": 0.002, "mask_rcnn/accuracy": 0.9102080354434767, "mask_rcnn/false_negative": 0.0762433542081428, "mask_rcnn/false_positive": 0.11830315946228498, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5774993830054882, "total_loss": 0.9454314519889522} {"data_time": 0.013042607002716977, "eta_seconds": 26311.53141595138, "fast_rcnn/cls_accuracy": 0.96142578125, "fast_rcnn/false_negative": 0.1861776200530075, "fast_rcnn/fg_cls_accuracy": 0.8138223799469926, "iteration": 223859, "loss_box_reg": 0.19490699376910925, "loss_cls": 0.16118031577207148, "loss_mask": 0.23597459495067596, "loss_rpn_cls": 0.026702780683990568, "loss_rpn_loc": 0.06463054323103279, "loss_sem_seg": 0.22708203317597508, "lr": 0.002, "mask_rcnn/accuracy": 0.9157150277146258, "mask_rcnn/false_negative": 0.06272091196256546, "mask_rcnn/false_positive": 0.09738518987007758, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5553818565022084, "total_loss": 0.8827038012677804} {"data_time": 0.01341332150332164, "eta_seconds": 26302.676884682674, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.2409428197293758, "fast_rcnn/fg_cls_accuracy": 0.7499137931034483, "iteration": 223879, "loss_box_reg": 0.18339906353503466, "loss_cls": 0.14799763960763812, "loss_mask": 0.2128865011036396, "loss_rpn_cls": 0.02392259013140574, "loss_rpn_loc": 0.054106258641695604, "loss_sem_seg": 0.1979937283322215, "lr": 0.002, "mask_rcnn/accuracy": 0.9099256944156973, "mask_rcnn/false_negative": 0.07675510478921706, "mask_rcnn/false_positive": 0.11584622168095804, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5693803269969067, "total_loss": 0.8146210244021859} {"data_time": 0.012036632499075495, "eta_seconds": 26288.72174003109, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.2481073461076594, "fast_rcnn/fg_cls_accuracy": 0.7373786782689288, "iteration": 223899, "loss_box_reg": 0.1982078542932868, "loss_cls": 0.1641143469605595, "loss_mask": 0.21900450019165874, "loss_rpn_cls": 0.02730899931816566, "loss_rpn_loc": 0.0624639120142092, "loss_sem_seg": 0.22613990912213922, "lr": 0.002, "mask_rcnn/accuracy": 0.9015481065147778, "mask_rcnn/false_negative": 0.07064126239544259, "mask_rcnn/false_positive": 0.10674315926816072, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5633249744932982, "total_loss": 0.8860250516293036} {"data_time": 0.01178967350278981, "eta_seconds": 26245.8507216875, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.25592261904761904, "fast_rcnn/fg_cls_accuracy": 0.7157983193277311, "iteration": 223919, "loss_box_reg": 0.21486362791620195, "loss_cls": 0.1762805711477995, "loss_mask": 0.23976037744432688, "loss_rpn_cls": 0.029545774035796057, "loss_rpn_loc": 0.07376827683765441, "loss_sem_seg": 0.21895819157361984, "lr": 0.002, "mask_rcnn/accuracy": 0.8946678931989462, "mask_rcnn/false_negative": 0.08804831978405234, "mask_rcnn/false_positive": 0.11942862440273816, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.559728323991294, "total_loss": 0.943574727133182} {"data_time": 0.012415237506502308, "eta_seconds": 26221.824063552645, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.27154942244456315, "fast_rcnn/fg_cls_accuracy": 0.7133307868601986, "iteration": 223939, "loss_box_reg": 0.21704840241000056, "loss_cls": 0.1721078681293875, "loss_mask": 0.2331606806255877, "loss_rpn_cls": 0.029212513429229148, "loss_rpn_loc": 0.05527767683088314, "loss_sem_seg": 0.202806047629565, "lr": 0.002, "mask_rcnn/accuracy": 0.9040932099570462, "mask_rcnn/false_negative": 0.08189435489222996, "mask_rcnn/false_positive": 0.11278378230490836, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.5632783350010868, "total_loss": 0.9253208671034372} {"data_time": 0.012184121995233, "eta_seconds": 26214.797830562435, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.17441520467836258, "fast_rcnn/fg_cls_accuracy": 0.8098555211558307, "iteration": 223959, "loss_box_reg": 0.19609916303306818, "loss_cls": 0.16155719297239557, "loss_mask": 0.22480600327253342, "loss_rpn_cls": 0.021680198173271492, "loss_rpn_loc": 0.055128446634626016, "loss_sem_seg": 0.21830931620206684, "lr": 0.002, "mask_rcnn/accuracy": 0.9133896531100478, "mask_rcnn/false_negative": 0.07343066193377126, "mask_rcnn/false_positive": 0.08981769792524115, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 236.5, "rpn/num_pos_anchors": 19.5, "time": 0.5697489004960516, "total_loss": 0.902980758157355} {"data_time": 0.012095825499272905, "eta_seconds": 26191.92132914823, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.2557839846559578, "fast_rcnn/fg_cls_accuracy": 0.7082273396706387, "iteration": 223979, "loss_box_reg": 0.2097268922952935, "loss_cls": 0.1706009996123612, "loss_mask": 0.23075397731736302, "loss_rpn_cls": 0.026432264072354883, "loss_rpn_loc": 0.06157265044748783, "loss_sem_seg": 0.2141254305606708, "lr": 0.002, "mask_rcnn/accuracy": 0.89061804396576, "mask_rcnn/false_negative": 0.08125908334306668, "mask_rcnn/false_positive": 0.1372302475420329, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.564523184497375, "total_loss": 0.9353129518040078} {"data_time": 0.012395255995215848, "eta_seconds": 26167.989729651796, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.3078924162257496, "fast_rcnn/fg_cls_accuracy": 0.6666040100250626, "iteration": 223999, "loss_box_reg": 0.22778666904196143, "loss_cls": 0.1773236282169819, "loss_mask": 0.22767318785190582, "loss_rpn_cls": 0.024802498111966997, "loss_rpn_loc": 0.0734006178099662, "loss_sem_seg": 0.21400244953110814, "lr": 0.002, "mask_rcnn/accuracy": 0.886362736088224, "mask_rcnn/false_negative": 0.09121595695920767, "mask_rcnn/false_positive": 0.114126864408369, "roi_head/num_bg_samples": 431.25, "roi_head/num_fg_samples": 80.75, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5789852415036876, "total_loss": 0.976926900606486} {"data_time": 0.012375925500236917, "eta_seconds": 26156.612590141936, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.21689606074988135, "fast_rcnn/fg_cls_accuracy": 0.7571580871154432, "iteration": 224019, "loss_box_reg": 0.22596348577644676, "loss_cls": 0.1737025179900229, "loss_mask": 0.24282183311879635, "loss_rpn_cls": 0.027258939131570514, "loss_rpn_loc": 0.06466123752761632, "loss_sem_seg": 0.23259431961923838, "lr": 0.002, "mask_rcnn/accuracy": 0.914050888877832, "mask_rcnn/false_negative": 0.08250561945103793, "mask_rcnn/false_positive": 0.09327081259127258, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 235.25, "rpn/num_pos_anchors": 20.75, "time": 0.5659130640051444, "total_loss": 0.9559583315640339} {"data_time": 0.012731739996524993, "eta_seconds": 26145.235450632077, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.3020481418918919, "fast_rcnn/fg_cls_accuracy": 0.6689497716894977, "iteration": 224039, "loss_box_reg": 0.19202199764549732, "loss_cls": 0.1522211111150682, "loss_mask": 0.21572853811085224, "loss_rpn_cls": 0.025670339569842326, "loss_rpn_loc": 0.051567339403845835, "loss_sem_seg": 0.24164280714467168, "lr": 0.002, "mask_rcnn/accuracy": 0.8987872292553314, "mask_rcnn/false_negative": 0.0715569467956603, "mask_rcnn/false_positive": 0.11014080934103589, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5682476665024296, "total_loss": 0.8692537107344833} {"data_time": 0.012478065502364188, "eta_seconds": 26138.689513028992, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.29715401785714285, "fast_rcnn/fg_cls_accuracy": 0.6759729272419628, "iteration": 224059, "loss_box_reg": 0.21154680009931326, "loss_cls": 0.17226586816832423, "loss_mask": 0.22964868554845452, "loss_rpn_cls": 0.026382808180642314, "loss_rpn_loc": 0.059215839370153844, "loss_sem_seg": 0.22047882829792798, "lr": 0.002, "mask_rcnn/accuracy": 0.9061211290071585, "mask_rcnn/false_negative": 0.0870387918715245, "mask_rcnn/false_positive": 0.09980256904337331, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5696266169979936, "total_loss": 0.9101521098345984} {"data_time": 0.012265113007742912, "eta_seconds": 26120.557426239582, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.19228416843095741, "fast_rcnn/fg_cls_accuracy": 0.7400735294117647, "iteration": 224079, "loss_box_reg": 0.21557875303551555, "loss_cls": 0.1733658819575794, "loss_mask": 0.22066621854901314, "loss_rpn_cls": 0.027845449250889942, "loss_rpn_loc": 0.055387743981555104, "loss_sem_seg": 0.23383814538829029, "lr": 0.002, "mask_rcnn/accuracy": 0.9055735153256705, "mask_rcnn/false_negative": 0.09364640065347593, "mask_rcnn/false_positive": 0.10427446363861366, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.565318027009198, "total_loss": 0.9262911348268972} {"data_time": 0.012162813494796865, "eta_seconds": 26109.18112457967, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.21435625552263632, "fast_rcnn/fg_cls_accuracy": 0.7707510604066111, "iteration": 224099, "loss_box_reg": 0.22587264329195023, "loss_cls": 0.17443506931886077, "loss_mask": 0.24057936295866966, "loss_rpn_cls": 0.0295631497137947, "loss_rpn_loc": 0.06633689161390066, "loss_sem_seg": 0.21956010395660996, "lr": 0.002, "mask_rcnn/accuracy": 0.9038575448519086, "mask_rcnn/false_negative": 0.09260887645697813, "mask_rcnn/false_positive": 0.10857034882686067, "roi_head/num_bg_samples": 429.25, "roi_head/num_fg_samples": 82.75, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.5684814260021085, "total_loss": 0.947109655404347} {"data_time": 0.01228005750454031, "eta_seconds": 26097.80482291976, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.21283422459893048, "fast_rcnn/fg_cls_accuracy": 0.7768285091814504, "iteration": 224119, "loss_box_reg": 0.20501120504923165, "loss_cls": 0.1668860735371709, "loss_mask": 0.2343525984324515, "loss_rpn_cls": 0.02780061694647884, "loss_rpn_loc": 0.06099476246163249, "loss_sem_seg": 0.2154997114557773, "lr": 0.002, "mask_rcnn/accuracy": 0.8930683635968786, "mask_rcnn/false_negative": 0.07529180636555557, "mask_rcnn/false_positive": 0.12355379606720518, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5692533129986259, "total_loss": 0.9174795373837696} {"data_time": 0.013105607002216857, "eta_seconds": 26083.355604980672, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.31607211354046794, "fast_rcnn/fg_cls_accuracy": 0.6613528238182934, "iteration": 224139, "loss_box_reg": 0.19007501646410674, "loss_cls": 0.1572429738007486, "loss_mask": 0.20684824557974935, "loss_rpn_cls": 0.020693780854344368, "loss_rpn_loc": 0.040870628188713454, "loss_sem_seg": 0.21705269045196474, "lr": 0.002, "mask_rcnn/accuracy": 0.9053228432505929, "mask_rcnn/false_negative": 0.08990577109832376, "mask_rcnn/false_positive": 0.09976204960504792, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5671950609976193, "total_loss": 0.8400236369325285} {"data_time": 0.012054946499119978, "eta_seconds": 26072.985019907333, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.2313600937063567, "fast_rcnn/fg_cls_accuracy": 0.7445887445887446, "iteration": 224159, "loss_box_reg": 0.20165305025875568, "loss_cls": 0.15652632364071906, "loss_mask": 0.2204848094843328, "loss_rpn_cls": 0.025943599935999373, "loss_rpn_loc": 0.05574141413671896, "loss_sem_seg": 0.22380948369391263, "lr": 0.002, "mask_rcnn/accuracy": 0.9009700208853234, "mask_rcnn/false_negative": 0.08823677646420315, "mask_rcnn/false_positive": 0.10714218027659317, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5642875995035865, "total_loss": 0.8604309935035417} {"data_time": 0.012558536502183415, "eta_seconds": 26060.605681860827, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.23823012107329844, "fast_rcnn/fg_cls_accuracy": 0.7228940107125467, "iteration": 224179, "loss_box_reg": 0.20025327266193926, "loss_cls": 0.15177892334759235, "loss_mask": 0.23225915990769863, "loss_rpn_cls": 0.02521401914418675, "loss_rpn_loc": 0.06481107254512608, "loss_sem_seg": 0.20062152307946235, "lr": 0.002, "mask_rcnn/accuracy": 0.8978343848700194, "mask_rcnn/false_negative": 0.09369411647826417, "mask_rcnn/false_positive": 0.1259641568531283, "roi_head/num_bg_samples": 432.75, "roi_head/num_fg_samples": 79.25, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5655980444935267, "total_loss": 0.9036586405854905} {"data_time": 0.012278333502763417, "eta_seconds": 26052.299616280114, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.2863202545068929, "fast_rcnn/fg_cls_accuracy": 0.6840062111801242, "iteration": 224199, "loss_box_reg": 0.21513470506761223, "loss_cls": 0.17511609639041126, "loss_mask": 0.23062584409490228, "loss_rpn_cls": 0.028337458235910162, "loss_rpn_loc": 0.0741957220598124, "loss_sem_seg": 0.23485410260036588, "lr": 0.002, "mask_rcnn/accuracy": 0.9140165680414885, "mask_rcnn/false_negative": 0.08052664079863614, "mask_rcnn/false_positive": 0.09998792488556243, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.5725245450012153, "total_loss": 0.9643130393087631} {"data_time": 0.012222309502249118, "eta_seconds": 26042.841195043344, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.27684426229508197, "fast_rcnn/fg_cls_accuracy": 0.7157806780200542, "iteration": 224219, "loss_box_reg": 0.21846676827408373, "loss_cls": 0.1731075906427577, "loss_mask": 0.22602895740419626, "loss_rpn_cls": 0.022678548557450995, "loss_rpn_loc": 0.06319553320099658, "loss_sem_seg": 0.2021888776216656, "lr": 0.002, "mask_rcnn/accuracy": 0.8957498236003456, "mask_rcnn/false_negative": 0.08140862520571485, "mask_rcnn/false_positive": 0.13102540505294288, "roi_head/num_bg_samples": 429.75, "roi_head/num_fg_samples": 82.25, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.5788175784982741, "total_loss": 0.9425870554987341} {"data_time": 0.012596395492437296, "eta_seconds": 26026.48079718106, "fast_rcnn/cls_accuracy": 0.9560546875, "fast_rcnn/false_negative": 0.2536342515765018, "fast_rcnn/fg_cls_accuracy": 0.7463657484234982, "iteration": 224239, "loss_box_reg": 0.19613889325410128, "loss_cls": 0.15791507996618748, "loss_mask": 0.22084489138796926, "loss_rpn_cls": 0.02548145621767617, "loss_rpn_loc": 0.05311766745580826, "loss_sem_seg": 0.21168047189712524, "lr": 0.002, "mask_rcnn/accuracy": 0.9009156575017684, "mask_rcnn/false_negative": 0.07454973512768615, "mask_rcnn/false_positive": 0.11508234679904855, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.5713251324923476, "total_loss": 0.8614208280632738} {"data_time": 0.013008657995669637, "eta_seconds": 26010.803917726043, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.3071702860169492, "fast_rcnn/fg_cls_accuracy": 0.6560898699251084, "iteration": 224259, "loss_box_reg": 0.21027932735159993, "loss_cls": 0.1747120905201882, "loss_mask": 0.2216953756287694, "loss_rpn_cls": 0.028374867702950723, "loss_rpn_loc": 0.049876100587425753, "loss_sem_seg": 0.25313350604847074, "lr": 0.002, "mask_rcnn/accuracy": 0.8978026099253718, "mask_rcnn/false_negative": 0.09453836184952538, "mask_rcnn/false_positive": 0.10758781799460046, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 234.5, "rpn/num_pos_anchors": 21.5, "time": 0.5522791714975028, "total_loss": 0.942497405805625} {"data_time": 0.012132764502894133, "eta_seconds": 25979.46303601438, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.27182795698924733, "fast_rcnn/fg_cls_accuracy": 0.6695254601960315, "iteration": 224279, "loss_box_reg": 0.19683183170855045, "loss_cls": 0.15419059339910746, "loss_mask": 0.2266525262966752, "loss_rpn_cls": 0.02342057672831288, "loss_rpn_loc": 0.053610336530255154, "loss_sem_seg": 0.2315989499911666, "lr": 0.002, "mask_rcnn/accuracy": 0.8963907756030451, "mask_rcnn/false_negative": 0.08858674241280007, "mask_rcnn/false_positive": 0.10775194698233131, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.5573600980060291, "total_loss": 0.9027621030545561} {"data_time": 0.012253988505108282, "eta_seconds": 25968.098690074432, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.25916114790286976, "fast_rcnn/fg_cls_accuracy": 0.6902168627832345, "iteration": 224299, "loss_box_reg": 0.21697111474350095, "loss_cls": 0.17438202165067196, "loss_mask": 0.2271731374785304, "loss_rpn_cls": 0.02776181392619037, "loss_rpn_loc": 0.059245237469440326, "loss_sem_seg": 0.22411210695281625, "lr": 0.002, "mask_rcnn/accuracy": 0.8806375645010933, "mask_rcnn/false_negative": 0.10618725829796695, "mask_rcnn/false_positive": 0.12131471562659538, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.56383266299963, "total_loss": 0.9395987351927033} {"data_time": 0.011798865496530198, "eta_seconds": 25966.14604623791, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.2747414034106793, "fast_rcnn/fg_cls_accuracy": 0.6726844583987441, "iteration": 224319, "loss_box_reg": 0.2191710602492094, "loss_cls": 0.16206733928993344, "loss_mask": 0.22919855918735266, "loss_rpn_cls": 0.02672634951886721, "loss_rpn_loc": 0.06057825201423839, "loss_sem_seg": 0.2168446104042232, "lr": 0.002, "mask_rcnn/accuracy": 0.9004138145941606, "mask_rcnn/false_negative": 0.07964350894927394, "mask_rcnn/false_positive": 0.10927054657211398, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5822521429945482, "total_loss": 0.9397978675024206} {"data_time": 0.01185331649321597, "eta_seconds": 25931.471041103672, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.22578947368421054, "fast_rcnn/fg_cls_accuracy": 0.7485878489326765, "iteration": 224339, "loss_box_reg": 0.2088439876679331, "loss_cls": 0.16056641330942512, "loss_mask": 0.21803793543949723, "loss_rpn_cls": 0.02568952507863287, "loss_rpn_loc": 0.055897646394441836, "loss_sem_seg": 0.22679218230769038, "lr": 0.002, "mask_rcnn/accuracy": 0.9213397412536444, "mask_rcnn/false_negative": 0.08580405047539881, "mask_rcnn/false_positive": 0.08138412091946345, "roi_head/num_bg_samples": 461.5, "roi_head/num_fg_samples": 50.5, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5609009855033946, "total_loss": 0.9026046679646242} {"data_time": 0.012314605999563355, "eta_seconds": 25967.98268394833, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.2994611771207516, "fast_rcnn/fg_cls_accuracy": 0.6808905380333952, "iteration": 224359, "loss_box_reg": 0.2036896119825542, "loss_cls": 0.16465547191910446, "loss_mask": 0.21949385479092598, "loss_rpn_cls": 0.023626160222192993, "loss_rpn_loc": 0.05935608722938923, "loss_sem_seg": 0.21823060791939497, "lr": 0.002, "mask_rcnn/accuracy": 0.891704994497799, "mask_rcnn/false_negative": 0.08834983752426223, "mask_rcnn/false_positive": 0.1159314443079962, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5772606444952544, "total_loss": 0.8863052244059872} {"data_time": 0.012945093505550176, "eta_seconds": 25951.82407896447, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.21164613661814108, "fast_rcnn/fg_cls_accuracy": 0.7374565972222222, "iteration": 224379, "loss_box_reg": 0.2150084141176194, "loss_cls": 0.17347591114230454, "loss_mask": 0.2340022218413651, "loss_rpn_cls": 0.02690457560311188, "loss_rpn_loc": 0.05789470742456615, "loss_sem_seg": 0.22109902882948518, "lr": 0.002, "mask_rcnn/accuracy": 0.9173843208630115, "mask_rcnn/false_negative": 0.07347005675373006, "mask_rcnn/false_positive": 0.10361865197216488, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5698414629951003, "total_loss": 0.9399876380048227} {"data_time": 0.012549143502837978, "eta_seconds": 25931.192353735714, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.22333916083916083, "fast_rcnn/fg_cls_accuracy": 0.71998371998372, "iteration": 224399, "loss_box_reg": 0.2204066120320931, "loss_cls": 0.1730880190152675, "loss_mask": 0.22781739570200443, "loss_rpn_cls": 0.03038552309953957, "loss_rpn_loc": 0.07153180133900605, "loss_sem_seg": 0.2390294182114303, "lr": 0.002, "mask_rcnn/accuracy": 0.906289447067647, "mask_rcnn/false_negative": 0.09032698611479716, "mask_rcnn/false_positive": 0.1091106957759337, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5715594979992602, "total_loss": 0.9764002740412252} {"data_time": 0.012451595997845288, "eta_seconds": 25937.917346027345, "fast_rcnn/cls_accuracy": 0.95751953125, "fast_rcnn/false_negative": 0.22038263428991905, "fast_rcnn/fg_cls_accuracy": 0.7521929824561404, "iteration": 224419, "loss_box_reg": 0.20881739212200046, "loss_cls": 0.16222050529904664, "loss_mask": 0.23246420081704855, "loss_rpn_cls": 0.03193395163543755, "loss_rpn_loc": 0.06328442541052937, "loss_sem_seg": 0.21221825992688537, "lr": 0.002, "mask_rcnn/accuracy": 0.9033511505430902, "mask_rcnn/false_negative": 0.08246192346210131, "mask_rcnn/false_positive": 0.11701355998333882, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5771255474974168, "total_loss": 0.8917694095034676} {"data_time": 0.01230278750153957, "eta_seconds": 25926.536324397268, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.1859747344243468, "fast_rcnn/fg_cls_accuracy": 0.7503296176435335, "iteration": 224439, "loss_box_reg": 0.21501924097537994, "loss_cls": 0.17128112423233688, "loss_mask": 0.22203156538307667, "loss_rpn_cls": 0.026114865657291375, "loss_rpn_loc": 0.07034313800249947, "loss_sem_seg": 0.2090712133795023, "lr": 0.002, "mask_rcnn/accuracy": 0.9165044681459713, "mask_rcnn/false_negative": 0.07622264290544746, "mask_rcnn/false_positive": 0.09834748245981523, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5713438520033378, "total_loss": 0.9482560325122904} {"data_time": 0.013077602001430932, "eta_seconds": 25910.36616526395, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.27019329237071177, "fast_rcnn/fg_cls_accuracy": 0.6854576874738165, "iteration": 224459, "loss_box_reg": 0.2105058040469885, "loss_cls": 0.15955410047899932, "loss_mask": 0.2267394894734025, "loss_rpn_cls": 0.024925872159656137, "loss_rpn_loc": 0.060658212983980775, "loss_sem_seg": 0.22043939284048975, "lr": 0.002, "mask_rcnn/accuracy": 0.9055366667771005, "mask_rcnn/false_negative": 0.0778155572053546, "mask_rcnn/false_positive": 0.1224858450896449, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.5607313559958129, "total_loss": 0.9020437749495613} {"data_time": 0.011706806006259285, "eta_seconds": 25875.198313758367, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.2335034013605442, "fast_rcnn/fg_cls_accuracy": 0.7207792207792207, "iteration": 224479, "loss_box_reg": 0.1979591412236914, "loss_cls": 0.15592192020267248, "loss_mask": 0.2338079996407032, "loss_rpn_cls": 0.025337487109936774, "loss_rpn_loc": 0.05573447838105494, "loss_sem_seg": 0.255598156247288, "lr": 0.002, "mask_rcnn/accuracy": 0.8989172167549497, "mask_rcnn/false_negative": 0.08764064744462967, "mask_rcnn/false_positive": 0.10040205913403513, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.542403858002217, "total_loss": 0.9312807636451907} {"data_time": 0.012523119999968912, "eta_seconds": 25869.31601677998, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.2455494693598083, "fast_rcnn/fg_cls_accuracy": 0.7320541243024233, "iteration": 224499, "loss_box_reg": 0.21226172195747495, "loss_cls": 0.17472849087789655, "loss_mask": 0.22556159924715757, "loss_rpn_cls": 0.028215552483743522, "loss_rpn_loc": 0.067017937079072, "loss_sem_seg": 0.2273044604808092, "lr": 0.002, "mask_rcnn/accuracy": 0.9149645538808515, "mask_rcnn/false_negative": 0.08069462823208895, "mask_rcnn/false_positive": 0.09244834664383883, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5747706394977286, "total_loss": 0.9468676331434835} {"data_time": 0.012156399003288243, "eta_seconds": 25845.895220404353, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.22946236559139785, "fast_rcnn/fg_cls_accuracy": 0.7530570142535633, "iteration": 224519, "loss_box_reg": 0.19367768126539886, "loss_cls": 0.1588813653215766, "loss_mask": 0.21908462513238192, "loss_rpn_cls": 0.02690605603856966, "loss_rpn_loc": 0.06493995228083804, "loss_sem_seg": 0.22207706049084663, "lr": 0.002, "mask_rcnn/accuracy": 0.8990720320386218, "mask_rcnn/false_negative": 0.07959300808314364, "mask_rcnn/false_positive": 0.09918954699691426, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.5588790590118151, "total_loss": 0.8857808716711588} {"data_time": 0.012016335007501766, "eta_seconds": 25830.99129810641, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.2916872427983539, "fast_rcnn/fg_cls_accuracy": 0.7020689655172414, "iteration": 224539, "loss_box_reg": 0.2149582551792264, "loss_cls": 0.1618725536391139, "loss_mask": 0.2340847016312182, "loss_rpn_cls": 0.02657590935996268, "loss_rpn_loc": 0.064098505245056, "loss_sem_seg": 0.22063147625885904, "lr": 0.002, "mask_rcnn/accuracy": 0.887604602284354, "mask_rcnn/false_negative": 0.10636105609321668, "mask_rcnn/false_positive": 0.10905545371102798, "roi_head/num_bg_samples": 432.5, "roi_head/num_fg_samples": 79.5, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.568405864010856, "total_loss": 0.9182370620692382} {"data_time": 0.012039246001222637, "eta_seconds": 25805.47674393584, "fast_rcnn/cls_accuracy": 0.9599609375, "fast_rcnn/false_negative": 0.21982758620689655, "fast_rcnn/fg_cls_accuracy": 0.7384210526315789, "iteration": 224559, "loss_box_reg": 0.2002384620718658, "loss_cls": 0.1580055762315169, "loss_mask": 0.2342554647475481, "loss_rpn_cls": 0.024993384649860673, "loss_rpn_loc": 0.05275277327746153, "loss_sem_seg": 0.24149789899820462, "lr": 0.002, "mask_rcnn/accuracy": 0.9111917690273601, "mask_rcnn/false_negative": 0.08020131728977133, "mask_rcnn/false_positive": 0.10679551138929916, "roi_head/num_bg_samples": 464.75, "roi_head/num_fg_samples": 47.25, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5554060984941316, "total_loss": 0.9417953572992701} {"data_time": 0.012410548501065932, "eta_seconds": 25779.34109120674, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.24294133771929824, "fast_rcnn/fg_cls_accuracy": 0.7474698795180723, "iteration": 224579, "loss_box_reg": 0.20920693431980908, "loss_cls": 0.17187170684337616, "loss_mask": 0.22713229805231094, "loss_rpn_cls": 0.024405810167081654, "loss_rpn_loc": 0.0638770718651358, "loss_sem_seg": 0.2613780153915286, "lr": 0.002, "mask_rcnn/accuracy": 0.9079735123367199, "mask_rcnn/false_negative": 0.07968603293073337, "mask_rcnn/false_positive": 0.1026601200937875, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5619733709900174, "total_loss": 0.9570770841746707} {"data_time": 0.012303947994951159, "eta_seconds": 25764.954020631325, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.28114947965941345, "fast_rcnn/fg_cls_accuracy": 0.6852483443708609, "iteration": 224599, "loss_box_reg": 0.1977667985484004, "loss_cls": 0.16720137372612953, "loss_mask": 0.22932779043912888, "loss_rpn_cls": 0.025611677483539097, "loss_rpn_loc": 0.05443191816448234, "loss_sem_seg": 0.23689677240327, "lr": 0.002, "mask_rcnn/accuracy": 0.8969610969387755, "mask_rcnn/false_negative": 0.09755673178907442, "mask_rcnn/false_positive": 0.11905082726876032, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5736359340007766, "total_loss": 0.9308660716633312} {"data_time": 0.012229529005708173, "eta_seconds": 25755.305404190396, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.31349754932763607, "fast_rcnn/fg_cls_accuracy": 0.6176834999572759, "iteration": 224619, "loss_box_reg": 0.227319301571697, "loss_cls": 0.17636777088046074, "loss_mask": 0.24099720688536763, "loss_rpn_cls": 0.030692633576109074, "loss_rpn_loc": 0.06987495886278339, "loss_sem_seg": 0.23966138996183872, "lr": 0.002, "mask_rcnn/accuracy": 0.8953992123165055, "mask_rcnn/false_negative": 0.10862368607157216, "mask_rcnn/false_positive": 0.10724592381599028, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5684373405019869, "total_loss": 0.972114900865563} {"data_time": 0.011878308003360871, "eta_seconds": 25743.95470438026, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.2815847988680008, "fast_rcnn/fg_cls_accuracy": 0.7091732878061593, "iteration": 224639, "loss_box_reg": 0.19299735547974706, "loss_cls": 0.1450541582889855, "loss_mask": 0.21825562743470073, "loss_rpn_cls": 0.021993855836626608, "loss_rpn_loc": 0.05656569849816151, "loss_sem_seg": 0.22269394306931645, "lr": 0.002, "mask_rcnn/accuracy": 0.9011537399134077, "mask_rcnn/false_negative": 0.08298399857665506, "mask_rcnn/false_positive": 0.10848557478480512, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5681903605000116, "total_loss": 0.8739449654822238} {"data_time": 0.012401541003782768, "eta_seconds": 25742.985665322667, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.2085621139327385, "fast_rcnn/fg_cls_accuracy": 0.7730823863636364, "iteration": 224659, "loss_box_reg": 0.2167239950504154, "loss_cls": 0.1691301923710853, "loss_mask": 0.2302612978965044, "loss_rpn_cls": 0.02572940074969665, "loss_rpn_loc": 0.07213767897337675, "loss_sem_seg": 0.22616971004754305, "lr": 0.002, "mask_rcnn/accuracy": 0.9059087209871646, "mask_rcnn/false_negative": 0.08498618892274408, "mask_rcnn/false_positive": 0.08868213114399404, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.572573936500703, "total_loss": 0.9634864814433968} {"data_time": 0.012709302995062899, "eta_seconds": 25723.357807882712, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.18119658119658122, "fast_rcnn/fg_cls_accuracy": 0.7558704453441296, "iteration": 224679, "loss_box_reg": 0.21171366260387003, "loss_cls": 0.17383073642849922, "loss_mask": 0.22711639385670424, "loss_rpn_cls": 0.027526616177055985, "loss_rpn_loc": 0.05849240062525496, "loss_sem_seg": 0.2155467327684164, "lr": 0.002, "mask_rcnn/accuracy": 0.9002249330947182, "mask_rcnn/false_negative": 0.08097092063693925, "mask_rcnn/false_positive": 0.09999906172652358, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5604547330003697, "total_loss": 0.9250049093243433} {"data_time": 0.01289200950122904, "eta_seconds": 25712.006179362652, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.23647086031452358, "fast_rcnn/fg_cls_accuracy": 0.7580943570767809, "iteration": 224699, "loss_box_reg": 0.19788736570626497, "loss_cls": 0.15399611642351374, "loss_mask": 0.23240019660443068, "loss_rpn_cls": 0.02530250110430643, "loss_rpn_loc": 0.06537650201062206, "loss_sem_seg": 0.1851267060264945, "lr": 0.002, "mask_rcnn/accuracy": 0.9000541171997645, "mask_rcnn/false_negative": 0.08350423805411425, "mask_rcnn/false_positive": 0.12704589688784085, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 208.5, "rpn/num_pos_anchors": 47.5, "time": 0.5694598119953298, "total_loss": 0.8410680407541804} {"data_time": 0.012198863994854037, "eta_seconds": 25699.882079895477, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.24386053668922195, "fast_rcnn/fg_cls_accuracy": 0.7219494047619048, "iteration": 224719, "loss_box_reg": 0.20539034716784954, "loss_cls": 0.1658198800869286, "loss_mask": 0.2332378439605236, "loss_rpn_cls": 0.024222398378697108, "loss_rpn_loc": 0.05710893392097205, "loss_sem_seg": 0.2379558018874377, "lr": 0.002, "mask_rcnn/accuracy": 0.8884504322562359, "mask_rcnn/false_negative": 0.10323453836123231, "mask_rcnn/false_positive": 0.12178149840158978, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5618305759999203, "total_loss": 0.9133520805971784} {"data_time": 0.013356956500501838, "eta_seconds": 25691.476966246068, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.2641148325358852, "fast_rcnn/fg_cls_accuracy": 0.718859649122807, "iteration": 224739, "loss_box_reg": 0.20776625629514456, "loss_cls": 0.15735681098885834, "loss_mask": 0.22656683344393969, "loss_rpn_cls": 0.023207026373711415, "loss_rpn_loc": 0.060125814692582935, "loss_sem_seg": 0.22468364937230945, "lr": 0.002, "mask_rcnn/accuracy": 0.8829253499284555, "mask_rcnn/false_negative": 0.0955726227981691, "mask_rcnn/false_positive": 0.12874491070834776, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5909102404984878, "total_loss": 0.885446537567077} {"data_time": 0.012079433996404987, "eta_seconds": 25692.507811601317, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.2615384615384615, "fast_rcnn/fg_cls_accuracy": 0.7384615384615385, "iteration": 224759, "loss_box_reg": 0.20141996804159135, "loss_cls": 0.15976089425384998, "loss_mask": 0.23192930733785033, "loss_rpn_cls": 0.02594842833423172, "loss_rpn_loc": 0.052084645998547785, "loss_sem_seg": 0.20453863171860576, "lr": 0.002, "mask_rcnn/accuracy": 0.9005904490917246, "mask_rcnn/false_negative": 0.09781516633521034, "mask_rcnn/false_positive": 0.10269514857867613, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5756010839977534, "total_loss": 0.8704250365626649} {"data_time": 0.012125338493206073, "eta_seconds": 25668.77178786623, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.38900166641417966, "fast_rcnn/fg_cls_accuracy": 0.601681563399485, "iteration": 224779, "loss_box_reg": 0.2037847563624382, "loss_cls": 0.17255487432703376, "loss_mask": 0.22508249012753367, "loss_rpn_cls": 0.029086204202030785, "loss_rpn_loc": 0.07059531734557822, "loss_sem_seg": 0.25373852893244475, "lr": 0.002, "mask_rcnn/accuracy": 0.8835105556645735, "mask_rcnn/false_negative": 0.08449711879619615, "mask_rcnn/false_positive": 0.13493626142284773, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5744607044980512, "total_loss": 0.9638674794550752} {"data_time": 0.013599471996712964, "eta_seconds": 25659.824683056147, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.24121315192743764, "fast_rcnn/fg_cls_accuracy": 0.7260702260702261, "iteration": 224799, "loss_box_reg": 0.223547374131158, "loss_cls": 0.1651713161263615, "loss_mask": 0.2252184976823628, "loss_rpn_cls": 0.025905997025802208, "loss_rpn_loc": 0.05936362186912447, "loss_sem_seg": 0.20876313420012593, "lr": 0.002, "mask_rcnn/accuracy": 0.911882839709337, "mask_rcnn/false_negative": 0.08448668677755866, "mask_rcnn/false_positive": 0.11416541168075753, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5781904769974062, "total_loss": 0.9037126296025235} {"data_time": 0.012381404507323168, "eta_seconds": 25643.125643244573, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.2733513895430994, "fast_rcnn/fg_cls_accuracy": 0.6949092999489014, "iteration": 224819, "loss_box_reg": 0.2117909254739061, "loss_cls": 0.15679849608568475, "loss_mask": 0.2193045662716031, "loss_rpn_cls": 0.026115085478522815, "loss_rpn_loc": 0.07156401203246787, "loss_sem_seg": 0.219934715423733, "lr": 0.002, "mask_rcnn/accuracy": 0.8874421077486112, "mask_rcnn/false_negative": 0.10190851557806971, "mask_rcnn/false_positive": 0.11808918739754473, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.5664314614987234, "total_loss": 0.918744684473495} {"data_time": 0.012854877495556138, "eta_seconds": 25629.620153568205, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.26148723640399557, "fast_rcnn/fg_cls_accuracy": 0.7154800431499461, "iteration": 224839, "loss_box_reg": 0.217081215698272, "loss_cls": 0.16746888810303062, "loss_mask": 0.23657549172639847, "loss_rpn_cls": 0.023566690771986032, "loss_rpn_loc": 0.07180140164564364, "loss_sem_seg": 0.22459149966016412, "lr": 0.002, "mask_rcnn/accuracy": 0.9001581162418885, "mask_rcnn/false_negative": 0.09947289089332764, "mask_rcnn/false_positive": 0.10589855079633775, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.577362809504848, "total_loss": 0.9414669573015999} {"data_time": 0.01300327900389675, "eta_seconds": 25615.58029675545, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.28802255492902973, "fast_rcnn/fg_cls_accuracy": 0.669047619047619, "iteration": 224859, "loss_box_reg": 0.1849168490152806, "loss_cls": 0.15687830257229507, "loss_mask": 0.2226490043103695, "loss_rpn_cls": 0.02483725555066485, "loss_rpn_loc": 0.06195944087812677, "loss_sem_seg": 0.23986676102504134, "lr": 0.002, "mask_rcnn/accuracy": 0.8975119126904841, "mask_rcnn/false_negative": 0.07670699177053902, "mask_rcnn/false_positive": 0.1088673603785333, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5544139444973553, "total_loss": 0.8870017102162819} {"data_time": 0.012481664001825266, "eta_seconds": 25595.978095581246, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.2051446670090738, "fast_rcnn/fg_cls_accuracy": 0.7821434685841465, "iteration": 224879, "loss_box_reg": 0.18328785430639982, "loss_cls": 0.14846767229028046, "loss_mask": 0.2178061013109982, "loss_rpn_cls": 0.025518273445868545, "loss_rpn_loc": 0.05167677972349338, "loss_sem_seg": 0.23693349212408066, "lr": 0.002, "mask_rcnn/accuracy": 0.9054756384598037, "mask_rcnn/false_negative": 0.06078788019879908, "mask_rcnn/false_positive": 0.13523624530787282, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5587995829991996, "total_loss": 0.8430118149758528} {"data_time": 0.012599498004419729, "eta_seconds": 25581.873648293025, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.21726474518037794, "fast_rcnn/fg_cls_accuracy": 0.7119938884644768, "iteration": 224899, "loss_box_reg": 0.19464438036084175, "loss_cls": 0.14846756681799889, "loss_mask": 0.22898972127586603, "loss_rpn_cls": 0.02294071510550566, "loss_rpn_loc": 0.05028761742869392, "loss_sem_seg": 0.23950115079060197, "lr": 0.002, "mask_rcnn/accuracy": 0.904441371217388, "mask_rcnn/false_negative": 0.08410856030323671, "mask_rcnn/false_positive": 0.09689210444734501, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.5642808900011005, "total_loss": 0.9529065170918329} {"data_time": 0.01224177100812085, "eta_seconds": 25578.60718199306, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.276193669527897, "fast_rcnn/fg_cls_accuracy": 0.6926339747568797, "iteration": 224919, "loss_box_reg": 0.22216312563978136, "loss_cls": 0.183035513269715, "loss_mask": 0.23185335891321301, "loss_rpn_cls": 0.02862273729260778, "loss_rpn_loc": 0.07088218635180965, "loss_sem_seg": 0.22276791161857545, "lr": 0.002, "mask_rcnn/accuracy": 0.9079219694336924, "mask_rcnn/false_negative": 0.09349780193484147, "mask_rcnn/false_positive": 0.09942202860087546, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5755897869967157, "total_loss": 0.9460475915584539} {"data_time": 0.012661881512030959, "eta_seconds": 25567.259338253127, "fast_rcnn/cls_accuracy": 0.95947265625, "fast_rcnn/false_negative": 0.2, "fast_rcnn/fg_cls_accuracy": 0.7749533582089552, "iteration": 224939, "loss_box_reg": 0.19514400139451027, "loss_cls": 0.16368714603595436, "loss_mask": 0.22987995762377977, "loss_rpn_cls": 0.022069356062274892, "loss_rpn_loc": 0.05673114920500666, "loss_sem_seg": 0.22040337696671486, "lr": 0.002, "mask_rcnn/accuracy": 0.9109051741908885, "mask_rcnn/false_negative": 0.06899208178987873, "mask_rcnn/false_positive": 0.11027432600496773, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 236.0, "rpn/num_pos_anchors": 20.0, "time": 0.5584032350016059, "total_loss": 0.8979205249452207} {"data_time": 0.012014216496027075, "eta_seconds": 25553.486194178273, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.2978183962264151, "fast_rcnn/fg_cls_accuracy": 0.6510174418604651, "iteration": 224959, "loss_box_reg": 0.21932496968656778, "loss_cls": 0.16801630589179695, "loss_mask": 0.23962050210684538, "loss_rpn_cls": 0.02198499958467437, "loss_rpn_loc": 0.0549218044616282, "loss_sem_seg": 0.20804986217990518, "lr": 0.002, "mask_rcnn/accuracy": 0.8946541407478907, "mask_rcnn/false_negative": 0.0890823218754075, "mask_rcnn/false_positive": 0.09379654296689047, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5595627480070107, "total_loss": 0.9150897328509018} {"data_time": 0.012339437002083287, "eta_seconds": 25544.563650773263, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.22132145100502512, "fast_rcnn/fg_cls_accuracy": 0.7455357142857143, "iteration": 224979, "loss_box_reg": 0.2097133577335626, "loss_cls": 0.16379836009582505, "loss_mask": 0.2327265883795917, "loss_rpn_cls": 0.028836449811933562, "loss_rpn_loc": 0.055565833899891004, "loss_sem_seg": 0.22857224196195602, "lr": 0.002, "mask_rcnn/accuracy": 0.8973492940109173, "mask_rcnn/false_negative": 0.0924252739028926, "mask_rcnn/false_positive": 0.10936554706475259, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.5623829554970143, "total_loss": 0.9218179985837196} {"data_time": 0.012980182997125667, "eta_seconds": 25525.152347993047, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.2433490192424172, "fast_rcnn/fg_cls_accuracy": 0.7005558544020083, "iteration": 224999, "loss_box_reg": 0.20663410425186157, "loss_cls": 0.16613262915052474, "loss_mask": 0.23101523891091347, "loss_rpn_cls": 0.028495819962699898, "loss_rpn_loc": 0.05599540175171569, "loss_sem_seg": 0.2026399434544146, "lr": 0.002, "mask_rcnn/accuracy": 0.8989307110778637, "mask_rcnn/false_negative": 0.08959436105040502, "mask_rcnn/false_positive": 0.10851542250069837, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5609937109984457, "total_loss": 0.9040686181688216} {"data_time": 0.012863652991654817, "eta_seconds": 25516.510254045912, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.2686562576837964, "fast_rcnn/fg_cls_accuracy": 0.7147391963061829, "iteration": 225019, "loss_box_reg": 0.20959424693137407, "loss_cls": 0.1711534548085183, "loss_mask": 0.22917896509170532, "loss_rpn_cls": 0.027477723066112958, "loss_rpn_loc": 0.06309311371296644, "loss_sem_seg": 0.20991843892261386, "lr": 0.002, "mask_rcnn/accuracy": 0.8909268573991606, "mask_rcnn/false_negative": 0.09812287274804499, "mask_rcnn/false_positive": 0.12158934942082494, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5623837715029367, "total_loss": 0.9585269262752263} {"data_time": 0.012597120992722921, "eta_seconds": 25505.36026051241, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.26346065347445924, "fast_rcnn/fg_cls_accuracy": 0.7280832949838932, "iteration": 225039, "loss_box_reg": 0.20188900223001838, "loss_cls": 0.17587362695485353, "loss_mask": 0.21976998541504145, "loss_rpn_cls": 0.027165803316165693, "loss_rpn_loc": 0.05876007518963888, "loss_sem_seg": 0.21039951941929758, "lr": 0.002, "mask_rcnn/accuracy": 0.8879331765173601, "mask_rcnn/false_negative": 0.07708425223226127, "mask_rcnn/false_positive": 0.1372506838245217, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5696009279999998, "total_loss": 0.9063622084722738} {"data_time": 0.01249281849595718, "eta_seconds": 25483.080881419795, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.23167617011166547, "fast_rcnn/fg_cls_accuracy": 0.7527810304449649, "iteration": 225059, "loss_box_reg": 0.19920173613354564, "loss_cls": 0.15929827059153467, "loss_mask": 0.22721678065136075, "loss_rpn_cls": 0.024559098565077875, "loss_rpn_loc": 0.05165765865240246, "loss_sem_seg": 0.22823466546833515, "lr": 0.002, "mask_rcnn/accuracy": 0.9077638247759421, "mask_rcnn/false_negative": 0.07562766952317979, "mask_rcnn/false_positive": 0.1149741744046761, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5641683710055077, "total_loss": 0.8771849365875823} {"data_time": 0.011869475500134286, "eta_seconds": 25466.13641630263, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.23459119496855346, "fast_rcnn/fg_cls_accuracy": 0.7296683828821348, "iteration": 225079, "loss_box_reg": 0.1983257553074509, "loss_cls": 0.16615017713047564, "loss_mask": 0.2349091311916709, "loss_rpn_cls": 0.02994832793410751, "loss_rpn_loc": 0.0677702568937093, "loss_sem_seg": 0.21245819190517068, "lr": 0.002, "mask_rcnn/accuracy": 0.8968934834975824, "mask_rcnn/false_negative": 0.1032621541444153, "mask_rcnn/false_positive": 0.11264810221275176, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.56325617449329, "total_loss": 0.9133101309125777} {"data_time": 0.011856793003971688, "eta_seconds": 25452.265250957913, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.2520121388045916, "fast_rcnn/fg_cls_accuracy": 0.7037077665642826, "iteration": 225099, "loss_box_reg": 0.21904656616970897, "loss_cls": 0.16087666526436806, "loss_mask": 0.22607357008382678, "loss_rpn_cls": 0.024823115854815114, "loss_rpn_loc": 0.05972702338476665, "loss_sem_seg": 0.2104968442581594, "lr": 0.002, "mask_rcnn/accuracy": 0.8959703254184541, "mask_rcnn/false_negative": 0.09848612413005474, "mask_rcnn/false_positive": 0.10632765945478093, "roi_head/num_bg_samples": 427.25, "roi_head/num_fg_samples": 84.75, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5730912614963017, "total_loss": 0.9253984425522503} {"data_time": 0.012419327998941299, "eta_seconds": 25459.978066592324, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.2241921768707483, "fast_rcnn/fg_cls_accuracy": 0.7487713675213675, "iteration": 225119, "loss_box_reg": 0.22328199772164226, "loss_cls": 0.17661494854837656, "loss_mask": 0.223049886059016, "loss_rpn_cls": 0.023852295083997888, "loss_rpn_loc": 0.058558897173497826, "loss_sem_seg": 0.24272554693743587, "lr": 0.002, "mask_rcnn/accuracy": 0.8993512595171675, "mask_rcnn/false_negative": 0.09197795339642706, "mask_rcnn/false_positive": 0.13107451338482085, "roi_head/num_bg_samples": 431.0, "roi_head/num_fg_samples": 81.0, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.572300557498238, "total_loss": 0.9259292106726207} {"data_time": 0.01214832549158018, "eta_seconds": 25450.165238945498, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.22358532272325377, "fast_rcnn/fg_cls_accuracy": 0.762183908045977, "iteration": 225139, "loss_box_reg": 0.2078199542593211, "loss_cls": 0.1650965962326154, "loss_mask": 0.22186667798087, "loss_rpn_cls": 0.026144154007852194, "loss_rpn_loc": 0.06129914743360132, "loss_sem_seg": 0.21710238186642528, "lr": 0.002, "mask_rcnn/accuracy": 0.9162492583240192, "mask_rcnn/false_negative": 0.07653624060169376, "mask_rcnn/false_positive": 0.09411217114498227, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 235.75, "rpn/num_pos_anchors": 20.25, "time": 0.5683112914994126, "total_loss": 0.9099422849940311} {"data_time": 0.011476974497782066, "eta_seconds": 25447.482109289842, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.24186602870813395, "fast_rcnn/fg_cls_accuracy": 0.7066592261904762, "iteration": 225159, "loss_box_reg": 0.21340067009441555, "loss_cls": 0.16552932164631784, "loss_mask": 0.226238826289773, "loss_rpn_cls": 0.02908470545662567, "loss_rpn_loc": 0.057980503275757656, "loss_sem_seg": 0.21694372524507344, "lr": 0.002, "mask_rcnn/accuracy": 0.8859048863447818, "mask_rcnn/false_negative": 0.0948031926183937, "mask_rcnn/false_positive": 0.12002931064707947, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5816853565047495, "total_loss": 0.9547563149608322} {"data_time": 0.012305978496442549, "eta_seconds": 25433.966172917375, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.23998527245949924, "fast_rcnn/fg_cls_accuracy": 0.7458108608835274, "iteration": 225179, "loss_box_reg": 0.19673738162964582, "loss_cls": 0.17162853595800698, "loss_mask": 0.2128993235528469, "loss_rpn_cls": 0.027614972328592557, "loss_rpn_loc": 0.055585250025615096, "loss_sem_seg": 0.23885776405222714, "lr": 0.002, "mask_rcnn/accuracy": 0.8943309260517394, "mask_rcnn/false_negative": 0.09545945696868029, "mask_rcnn/false_positive": 0.11062150043947634, "roi_head/num_bg_samples": 432.5, "roi_head/num_fg_samples": 79.5, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.565694369499397, "total_loss": 0.9461121905915206} {"data_time": 0.012452076007321011, "eta_seconds": 25418.538920719795, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.26817602040816324, "fast_rcnn/fg_cls_accuracy": 0.6769682726204465, "iteration": 225199, "loss_box_reg": 0.22025201516225934, "loss_cls": 0.17741175252012908, "loss_mask": 0.23403220949694514, "loss_rpn_cls": 0.025985733256675303, "loss_rpn_loc": 0.056412060221191496, "loss_sem_seg": 0.22596066328696907, "lr": 0.002, "mask_rcnn/accuracy": 0.8849167540950764, "mask_rcnn/false_negative": 0.08368601801768275, "mask_rcnn/false_positive": 0.15574373809363562, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5816148435042123, "total_loss": 0.9823576844428317} {"data_time": 0.012245443998835981, "eta_seconds": 25403.250324192217, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.2967638691322902, "fast_rcnn/fg_cls_accuracy": 0.6589900110987792, "iteration": 225219, "loss_box_reg": 0.22558101499453187, "loss_cls": 0.17859805235639215, "loss_mask": 0.23244050377979875, "loss_rpn_cls": 0.02647114248975413, "loss_rpn_loc": 0.056085271207848564, "loss_sem_seg": 0.23541215632576495, "lr": 0.002, "mask_rcnn/accuracy": 0.8978548237476809, "mask_rcnn/false_negative": 0.0922001645262451, "mask_rcnn/false_positive": 0.10332825019015074, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5683014204987558, "total_loss": 0.9557759717863519} {"data_time": 0.012428137008100748, "eta_seconds": 25391.904775712195, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.23110414489724834, "fast_rcnn/fg_cls_accuracy": 0.7315749446902655, "iteration": 225239, "loss_box_reg": 0.210195328341797, "loss_cls": 0.162001310614869, "loss_mask": 0.22719622123986483, "loss_rpn_cls": 0.02410351542494027, "loss_rpn_loc": 0.05441698321374133, "loss_sem_seg": 0.23486530454829335, "lr": 0.002, "mask_rcnn/accuracy": 0.8978646210550336, "mask_rcnn/false_negative": 0.09104324007527126, "mask_rcnn/false_positive": 0.10518214949211993, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5696740985003999, "total_loss": 0.9083290868002223} {"data_time": 0.012178568496892694, "eta_seconds": 25382.503805564287, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.24164724164724166, "fast_rcnn/fg_cls_accuracy": 0.7466261808367072, "iteration": 225259, "loss_box_reg": 0.20351637876592577, "loss_cls": 0.16035580448806286, "loss_mask": 0.22127356380224228, "loss_rpn_cls": 0.027380314306356013, "loss_rpn_loc": 0.06786851525248494, "loss_sem_seg": 0.21247135754674673, "lr": 0.002, "mask_rcnn/accuracy": 0.9051756119114313, "mask_rcnn/false_negative": 0.09311519692106751, "mask_rcnn/false_positive": 0.09762533334420677, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.5603652719946695, "total_loss": 0.884588785818778} {"data_time": 0.012912350000988226, "eta_seconds": 25385.346510905656, "fast_rcnn/cls_accuracy": 0.962890625, "fast_rcnn/false_negative": 0.20424874921826142, "fast_rcnn/fg_cls_accuracy": 0.7611701193820224, "iteration": 225279, "loss_box_reg": 0.19285193737596273, "loss_cls": 0.15491021843627095, "loss_mask": 0.21359850838780403, "loss_rpn_cls": 0.025736863681231625, "loss_rpn_loc": 0.05623670684872195, "loss_sem_seg": 0.233953554648906, "lr": 0.002, "mask_rcnn/accuracy": 0.9127972042475527, "mask_rcnn/false_negative": 0.08101338863603241, "mask_rcnn/false_positive": 0.10057165857147887, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5812285825013532, "total_loss": 0.8877385990472249} {"data_time": 0.013092723995214328, "eta_seconds": 25375.983344556378, "fast_rcnn/cls_accuracy": 0.9599609375, "fast_rcnn/false_negative": 0.1995779318661441, "fast_rcnn/fg_cls_accuracy": 0.7810125731190749, "iteration": 225299, "loss_box_reg": 0.17711888439953327, "loss_cls": 0.14903704170137644, "loss_mask": 0.22272020066156983, "loss_rpn_cls": 0.0222598950167594, "loss_rpn_loc": 0.049833828350529075, "loss_sem_seg": 0.2312572686932981, "lr": 0.002, "mask_rcnn/accuracy": 0.9180496732950778, "mask_rcnn/false_negative": 0.06404732793959125, "mask_rcnn/false_positive": 0.09847187128394727, "roi_head/num_bg_samples": 456.25, "roi_head/num_fg_samples": 55.75, "rpn/num_neg_anchors": 236.25, "rpn/num_pos_anchors": 19.75, "time": 0.5716152559907641, "total_loss": 0.8822695402595855} {"data_time": 0.013216102495789528, "eta_seconds": 25359.89649885735, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.2532701660238135, "fast_rcnn/fg_cls_accuracy": 0.7014851485148514, "iteration": 225319, "loss_box_reg": 0.22058604075573385, "loss_cls": 0.17281095357611775, "loss_mask": 0.23291897866874933, "loss_rpn_cls": 0.02676293292824994, "loss_rpn_loc": 0.05547673464752734, "loss_sem_seg": 0.1999988593161106, "lr": 0.002, "mask_rcnn/accuracy": 0.914396562196307, "mask_rcnn/false_negative": 0.07009925473199655, "mask_rcnn/false_positive": 0.10534661225496102, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5657184414885705, "total_loss": 0.9215765747212572} {"data_time": 0.012103530010790564, "eta_seconds": 25343.17313867747, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.2791644597457627, "fast_rcnn/fg_cls_accuracy": 0.7022103791717631, "iteration": 225339, "loss_box_reg": 0.22990323044359684, "loss_cls": 0.17605566186830401, "loss_mask": 0.23441920150071383, "loss_rpn_cls": 0.029206032209913246, "loss_rpn_loc": 0.06577458389801905, "loss_sem_seg": 0.23723759525455534, "lr": 0.002, "mask_rcnn/accuracy": 0.8981129174833775, "mask_rcnn/false_negative": 0.07739813560873432, "mask_rcnn/false_positive": 0.12173676526348831, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5588160149927717, "total_loss": 0.9562995309825055} {"data_time": 0.011945981008466333, "eta_seconds": 25323.831484832066, "fast_rcnn/cls_accuracy": 0.95703125, "fast_rcnn/false_negative": 0.19014453288646838, "fast_rcnn/fg_cls_accuracy": 0.7965768799102132, "iteration": 225359, "loss_box_reg": 0.18896725098602474, "loss_cls": 0.15608635358512402, "loss_mask": 0.22657962702214718, "loss_rpn_cls": 0.0258727640248253, "loss_rpn_loc": 0.06056004879064858, "loss_sem_seg": 0.22121447406243533, "lr": 0.002, "mask_rcnn/accuracy": 0.9085487371006216, "mask_rcnn/false_negative": 0.08318102091054183, "mask_rcnn/false_positive": 0.10711277294125768, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.5689816810190678, "total_loss": 0.910223217215389} {"data_time": 0.013753173509030603, "eta_seconds": 25318.487037091523, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.24116798846431145, "fast_rcnn/fg_cls_accuracy": 0.6666666666666666, "iteration": 225379, "loss_box_reg": 0.21475825598463416, "loss_cls": 0.1704217337537557, "loss_mask": 0.2328327838331461, "loss_rpn_cls": 0.02624607963662129, "loss_rpn_loc": 0.06411117635434493, "loss_sem_seg": 0.22287255816627294, "lr": 0.002, "mask_rcnn/accuracy": 0.9068773342670402, "mask_rcnn/false_negative": 0.08575181460938723, "mask_rcnn/false_positive": 0.10824237551557013, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5776720524881966, "total_loss": 0.9602159433779889} {"data_time": 0.01278561950311996, "eta_seconds": 25312.238499552448, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.28280897775164165, "fast_rcnn/fg_cls_accuracy": 0.6989173849064536, "iteration": 225399, "loss_box_reg": 0.20036133972462267, "loss_cls": 0.1553918356075883, "loss_mask": 0.23121600784361362, "loss_rpn_cls": 0.024104483731207438, "loss_rpn_loc": 0.05438431500806473, "loss_sem_seg": 0.21641604090109468, "lr": 0.002, "mask_rcnn/accuracy": 0.91726437631712, "mask_rcnn/false_negative": 0.07737301093501132, "mask_rcnn/false_positive": 0.10029164168249265, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5734757434984203, "total_loss": 0.8946175243690959} {"data_time": 0.013227769493823871, "eta_seconds": 25290.1934385402, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.2959575429087624, "fast_rcnn/fg_cls_accuracy": 0.6768475244632686, "iteration": 225419, "loss_box_reg": 0.2053630379959941, "loss_cls": 0.17598455189727247, "loss_mask": 0.23254950996488333, "loss_rpn_cls": 0.02710516965817078, "loss_rpn_loc": 0.0622742104169447, "loss_sem_seg": 0.24206359614618123, "lr": 0.002, "mask_rcnn/accuracy": 0.9021889721996416, "mask_rcnn/false_negative": 0.10389407393178288, "mask_rcnn/false_positive": 0.09838970051002931, "roi_head/num_bg_samples": 431.75, "roi_head/num_fg_samples": 80.25, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5667368964786874, "total_loss": 0.9273892701457953} {"data_time": 0.01278286101296544, "eta_seconds": 25273.64131531374, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.2809168193133249, "fast_rcnn/fg_cls_accuracy": 0.699609375, "iteration": 225439, "loss_box_reg": 0.19956461049150676, "loss_cls": 0.1701380186714232, "loss_mask": 0.23730687703937292, "loss_rpn_cls": 0.026928840670734644, "loss_rpn_loc": 0.06086920778034255, "loss_sem_seg": 0.22076233569532633, "lr": 0.002, "mask_rcnn/accuracy": 0.9018568311121502, "mask_rcnn/false_negative": 0.08583014263426762, "mask_rcnn/false_positive": 0.11652520766601407, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5629183724959148, "total_loss": 0.8992563429237634} {"data_time": 0.013770307501545176, "eta_seconds": 25267.501983939772, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.23313492063492064, "fast_rcnn/fg_cls_accuracy": 0.6823015873015873, "iteration": 225459, "loss_box_reg": 0.2171113663353026, "loss_cls": 0.17932348768226802, "loss_mask": 0.21758000925183296, "loss_rpn_cls": 0.029183977650973247, "loss_rpn_loc": 0.0645562895515468, "loss_sem_seg": 0.22906661336310208, "lr": 0.002, "mask_rcnn/accuracy": 0.9030494142101285, "mask_rcnn/false_negative": 0.08386367769739943, "mask_rcnn/false_positive": 0.09330211790743403, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5687633255001856, "total_loss": 0.9254574776277877} {"data_time": 0.012318723005591892, "eta_seconds": 25271.81887730665, "fast_rcnn/cls_accuracy": 0.95751953125, "fast_rcnn/false_negative": 0.2520923520923521, "fast_rcnn/fg_cls_accuracy": 0.7137947962690231, "iteration": 225479, "loss_box_reg": 0.21068712300620973, "loss_cls": 0.16627167351543903, "loss_mask": 0.2377950567752123, "loss_rpn_cls": 0.02872950796245277, "loss_rpn_loc": 0.06367098477494437, "loss_sem_seg": 0.19301960128359497, "lr": 0.002, "mask_rcnn/accuracy": 0.9049887700265955, "mask_rcnn/false_negative": 0.08847107235786204, "mask_rcnn/false_positive": 0.11365026060007619, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 241.5, "rpn/num_pos_anchors": 14.5, "time": 0.5731927029846702, "total_loss": 0.9414581313467352} {"data_time": 0.012357920495560393, "eta_seconds": 25257.73268493657, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.231798590482847, "fast_rcnn/fg_cls_accuracy": 0.7527939296465833, "iteration": 225499, "loss_box_reg": 0.2166467101778835, "loss_cls": 0.17518888437189162, "loss_mask": 0.22655001934617758, "loss_rpn_cls": 0.030310294561786577, "loss_rpn_loc": 0.06360462316661142, "loss_sem_seg": 0.22255234606564045, "lr": 0.002, "mask_rcnn/accuracy": 0.896912665468673, "mask_rcnn/false_negative": 0.08766575491652626, "mask_rcnn/false_positive": 0.12587809331190752, "roi_head/num_bg_samples": 431.5, "roi_head/num_fg_samples": 80.5, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.5659792225051206, "total_loss": 0.933193594799377} {"data_time": 0.012230900989379734, "eta_seconds": 25247.07316272249, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.29520875251509054, "fast_rcnn/fg_cls_accuracy": 0.6869305019305019, "iteration": 225519, "loss_box_reg": 0.23142294213175774, "loss_cls": 0.17972694092895836, "loss_mask": 0.24051149934530258, "loss_rpn_cls": 0.02791134973813314, "loss_rpn_loc": 0.06366792001063004, "loss_sem_seg": 0.20512762549333274, "lr": 0.002, "mask_rcnn/accuracy": 0.9013046562871181, "mask_rcnn/false_negative": 0.08394297701944671, "mask_rcnn/false_positive": 0.12517488306269167, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5581227309885435, "total_loss": 0.9034462002127839} {"data_time": 0.012151596005423926, "eta_seconds": 25240.311003670875, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.23407461713913325, "fast_rcnn/fg_cls_accuracy": 0.6901678071032911, "iteration": 225539, "loss_box_reg": 0.2079856189666316, "loss_cls": 0.17733108019456267, "loss_mask": 0.23062819289043546, "loss_rpn_cls": 0.031110342330066487, "loss_rpn_loc": 0.06291971405153163, "loss_sem_seg": 0.20869367709383368, "lr": 0.002, "mask_rcnn/accuracy": 0.8980139907525511, "mask_rcnn/false_negative": 0.08879597695000094, "mask_rcnn/false_positive": 0.11629229829861967, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5845449184853351, "total_loss": 0.9241943391316454} {"data_time": 0.012616819993127137, "eta_seconds": 25232.23635066676, "fast_rcnn/cls_accuracy": 0.95751953125, "fast_rcnn/false_negative": 0.2619835048178997, "fast_rcnn/fg_cls_accuracy": 0.6981862062101911, "iteration": 225559, "loss_box_reg": 0.2043170613469556, "loss_cls": 0.1720273987739347, "loss_mask": 0.2398820584639907, "loss_rpn_cls": 0.023414395247527864, "loss_rpn_loc": 0.052718420105520636, "loss_sem_seg": 0.22041253349743783, "lr": 0.002, "mask_rcnn/accuracy": 0.9199000856296567, "mask_rcnn/false_negative": 0.07087166012244855, "mask_rcnn/false_positive": 0.08623897940237742, "roi_head/num_bg_samples": 469.0, "roi_head/num_fg_samples": 43.0, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5653402445022948, "total_loss": 0.9173358570005803} {"data_time": 0.01328683298197575, "eta_seconds": 25252.88227409999, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.335319098737761, "fast_rcnn/fg_cls_accuracy": 0.6327338899593236, "iteration": 225579, "loss_box_reg": 0.20329150976613164, "loss_cls": 0.18232855666428804, "loss_mask": 0.2169519169256091, "loss_rpn_cls": 0.023098820365703432, "loss_rpn_loc": 0.0628339324175613, "loss_sem_seg": 0.23074418399482965, "lr": 0.002, "mask_rcnn/accuracy": 0.8964690954506802, "mask_rcnn/false_negative": 0.10135377662564277, "mask_rcnn/false_positive": 0.10564596816017015, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5844329624960665, "total_loss": 0.9380999711283948} {"data_time": 0.011800641004811041, "eta_seconds": 25214.6008113708, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.22546073717948717, "fast_rcnn/fg_cls_accuracy": 0.7703506333024406, "iteration": 225599, "loss_box_reg": 0.2217111939098686, "loss_cls": 0.17887341044843197, "loss_mask": 0.23834439646452665, "loss_rpn_cls": 0.02934694054420106, "loss_rpn_loc": 0.060326257516862825, "loss_sem_seg": 0.23729809559881687, "lr": 0.002, "mask_rcnn/accuracy": 0.892832275843576, "mask_rcnn/false_negative": 0.09208005340421925, "mask_rcnn/false_positive": 0.11608036669302066, "roi_head/num_bg_samples": 431.75, "roi_head/num_fg_samples": 80.25, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5645217069977662, "total_loss": 0.9505259015131742} {"data_time": 0.012391293494147249, "eta_seconds": 25203.243138880825, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.29706434112457536, "fast_rcnn/fg_cls_accuracy": 0.6637391551699616, "iteration": 225619, "loss_box_reg": 0.20751508511602879, "loss_cls": 0.1644901861436665, "loss_mask": 0.22473572101444006, "loss_rpn_cls": 0.025425189203815535, "loss_rpn_loc": 0.061543536343378946, "loss_sem_seg": 0.23192292917519808, "lr": 0.002, "mask_rcnn/accuracy": 0.9034289928544239, "mask_rcnn/false_negative": 0.09482898775789383, "mask_rcnn/false_positive": 0.09789172650248062, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5653508270042948, "total_loss": 0.8842780656414106} {"data_time": 0.012826833495637402, "eta_seconds": 25184.827609503118, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.25182926829268293, "fast_rcnn/fg_cls_accuracy": 0.7281777739385824, "iteration": 225639, "loss_box_reg": 0.20154343592002988, "loss_cls": 0.16215722332708538, "loss_mask": 0.2228588219732046, "loss_rpn_cls": 0.022993440114078112, "loss_rpn_loc": 0.059147881853277795, "loss_sem_seg": 0.22923072800040245, "lr": 0.002, "mask_rcnn/accuracy": 0.9067591006394448, "mask_rcnn/false_negative": 0.08292434455090167, "mask_rcnn/false_positive": 0.11473244789892366, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5616850744991098, "total_loss": 0.9312680797556823} {"data_time": 0.012269647006178275, "eta_seconds": 25169.644007067545, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.24408545197740114, "fast_rcnn/fg_cls_accuracy": 0.7329597229815928, "iteration": 225659, "loss_box_reg": 0.21824899083003402, "loss_cls": 0.17099569202400744, "loss_mask": 0.22751941345632076, "loss_rpn_cls": 0.029165651270886883, "loss_rpn_loc": 0.056504687323467806, "loss_sem_seg": 0.20216436637565494, "lr": 0.002, "mask_rcnn/accuracy": 0.9206616519375608, "mask_rcnn/false_negative": 0.06966972520154824, "mask_rcnn/false_positive": 0.10362143624702816, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5669680705177598, "total_loss": 0.9153296975200647} {"data_time": 0.011855898992507719, "eta_seconds": 25162.118628542812, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.22677737415672028, "fast_rcnn/fg_cls_accuracy": 0.7155040378724589, "iteration": 225679, "loss_box_reg": 0.19233294343575835, "loss_cls": 0.15419177763396874, "loss_mask": 0.21918585384264588, "loss_rpn_cls": 0.027179993769095745, "loss_rpn_loc": 0.05691264703636989, "loss_sem_seg": 0.20763778174296021, "lr": 0.002, "mask_rcnn/accuracy": 0.9021535475409654, "mask_rcnn/false_negative": 0.0653614302033776, "mask_rcnn/false_positive": 0.12345138204326528, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.566582337996806, "total_loss": 0.8723945775691391} {"data_time": 0.013205381997977383, "eta_seconds": 25158.85917116164, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.25379344919786095, "fast_rcnn/fg_cls_accuracy": 0.7351467611336033, "iteration": 225699, "loss_box_reg": 0.2191969608538784, "loss_cls": 0.1722372891381383, "loss_mask": 0.22890943847596645, "loss_rpn_cls": 0.026639345698640682, "loss_rpn_loc": 0.057379987061722204, "loss_sem_seg": 0.2157830740325153, "lr": 0.002, "mask_rcnn/accuracy": 0.9059070498215236, "mask_rcnn/false_negative": 0.08125954423404462, "mask_rcnn/false_positive": 0.10952792149235258, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5727459530025953, "total_loss": 0.9416455140890321} {"data_time": 0.013657464500283822, "eta_seconds": 25180.08723654173, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.2496702516233766, "fast_rcnn/fg_cls_accuracy": 0.7170902341519132, "iteration": 225719, "loss_box_reg": 0.20817655068822205, "loss_cls": 0.16949350363574922, "loss_mask": 0.223857878241688, "loss_rpn_cls": 0.028119762617279775, "loss_rpn_loc": 0.07182129565626383, "loss_sem_seg": 0.20773792685940862, "lr": 0.002, "mask_rcnn/accuracy": 0.9195303259211893, "mask_rcnn/false_negative": 0.08711993944195637, "mask_rcnn/false_positive": 0.08399399711763292, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5710745120013598, "total_loss": 0.9023657936631935} {"data_time": 0.012610347490408458, "eta_seconds": 25147.417330188524, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.23741258741258742, "fast_rcnn/fg_cls_accuracy": 0.746580483736447, "iteration": 225739, "loss_box_reg": 0.20104512758553028, "loss_cls": 0.16370479459874332, "loss_mask": 0.21964304288849235, "loss_rpn_cls": 0.023444084048605873, "loss_rpn_loc": 0.055750530620571226, "loss_sem_seg": 0.24734110897406936, "lr": 0.002, "mask_rcnn/accuracy": 0.8959798559389054, "mask_rcnn/false_negative": 0.08713868657311138, "mask_rcnn/false_positive": 0.12068765714513163, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.5675077630003216, "total_loss": 0.905888665758539} {"data_time": 0.013589006499387324, "eta_seconds": 25118.6824866643, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.28101503759398494, "fast_rcnn/fg_cls_accuracy": 0.709498355263158, "iteration": 225759, "loss_box_reg": 0.19964329292997718, "loss_cls": 0.1682913671247661, "loss_mask": 0.23119591269642115, "loss_rpn_cls": 0.027262423434876837, "loss_rpn_loc": 0.06707263051066548, "loss_sem_seg": 0.20810061832889915, "lr": 0.002, "mask_rcnn/accuracy": 0.912251569510783, "mask_rcnn/false_negative": 0.0714699095081323, "mask_rcnn/false_positive": 0.11322489836073471, "roi_head/num_bg_samples": 459.0, "roi_head/num_fg_samples": 53.0, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5679524290171685, "total_loss": 0.9253564518439816} {"data_time": 0.012491448505898006, "eta_seconds": 25092.13897747003, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.2041273200911755, "fast_rcnn/fg_cls_accuracy": 0.7435733718283271, "iteration": 225779, "loss_box_reg": 0.2048132611089386, "loss_cls": 0.1618798651616089, "loss_mask": 0.23084919061511755, "loss_rpn_cls": 0.028123527354182443, "loss_rpn_loc": 0.05859247763874009, "loss_sem_seg": 0.22863808646798134, "lr": 0.002, "mask_rcnn/accuracy": 0.9063895195435467, "mask_rcnn/false_negative": 0.07602819766258151, "mask_rcnn/false_positive": 0.10237952590475954, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5624147579947021, "total_loss": 0.8983764040140159} {"data_time": 0.01235574999009259, "eta_seconds": 25078.012626555734, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.27809561386203724, "fast_rcnn/fg_cls_accuracy": 0.6716690374585111, "iteration": 225799, "loss_box_reg": 0.21199409547261894, "loss_cls": 0.16837805649265647, "loss_mask": 0.23113585449755192, "loss_rpn_cls": 0.027649739538901486, "loss_rpn_loc": 0.06469625723548234, "loss_sem_seg": 0.22938287118449807, "lr": 0.002, "mask_rcnn/accuracy": 0.9013846261160714, "mask_rcnn/false_negative": 0.09550881688939065, "mask_rcnn/false_positive": 0.11540922616686776, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.5761248159979004, "total_loss": 0.9717661772156134} {"data_time": 0.012652579011046328, "eta_seconds": 25074.564817868966, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.23215087561742254, "fast_rcnn/fg_cls_accuracy": 0.7523565225453535, "iteration": 225819, "loss_box_reg": 0.21146858239080757, "loss_cls": 0.1533572704065591, "loss_mask": 0.2206339337863028, "loss_rpn_cls": 0.026991228465703898, "loss_rpn_loc": 0.05906500105629675, "loss_sem_seg": 0.21769120590761304, "lr": 0.002, "mask_rcnn/accuracy": 0.904530762378825, "mask_rcnn/false_negative": 0.08786167383036149, "mask_rcnn/false_positive": 0.09957600627552357, "roi_head/num_bg_samples": 429.0, "roi_head/num_fg_samples": 83.0, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.5723008299974026, "total_loss": 0.9039708772688755} {"data_time": 0.011931511005968787, "eta_seconds": 25058.093425839623, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.37305492342702506, "fast_rcnn/fg_cls_accuracy": 0.601, "iteration": 225839, "loss_box_reg": 0.2016313630156219, "loss_cls": 0.15111113572493196, "loss_mask": 0.21742482157424092, "loss_rpn_cls": 0.0251939363515703, "loss_rpn_loc": 0.06094733130885288, "loss_sem_seg": 0.23336498229764402, "lr": 0.002, "mask_rcnn/accuracy": 0.8849999773427246, "mask_rcnn/false_negative": 0.10482382812090703, "mask_rcnn/false_positive": 0.10008074188529631, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.5794065614900319, "total_loss": 0.8756043763423804} {"data_time": 0.012917064494104125, "eta_seconds": 25067.99401084052, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.24419642857142856, "fast_rcnn/fg_cls_accuracy": 0.7209442258736404, "iteration": 225859, "loss_box_reg": 0.2068068238440901, "loss_cls": 0.17227647546678782, "loss_mask": 0.23847089894115925, "loss_rpn_cls": 0.03201722263474949, "loss_rpn_loc": 0.07026106567354873, "loss_sem_seg": 0.23245640378445387, "lr": 0.002, "mask_rcnn/accuracy": 0.8977497782031459, "mask_rcnn/false_negative": 0.09702740878034569, "mask_rcnn/false_positive": 0.12381595473265564, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5707474554947112, "total_loss": 0.9327365939680021} {"data_time": 0.013225682007032447, "eta_seconds": 25093.92086816435, "fast_rcnn/cls_accuracy": 0.958984375, "fast_rcnn/false_negative": 0.18414442700156985, "fast_rcnn/fg_cls_accuracy": 0.8114478114478114, "iteration": 225879, "loss_box_reg": 0.19115682365372777, "loss_cls": 0.16161674191243947, "loss_mask": 0.22106224857270718, "loss_rpn_cls": 0.024591426526967552, "loss_rpn_loc": 0.0550632668309845, "loss_sem_seg": 0.2214553023222834, "lr": 0.002, "mask_rcnn/accuracy": 0.9199262047476333, "mask_rcnn/false_negative": 0.07205442833920621, "mask_rcnn/false_positive": 0.09794767086723175, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5724429634865373, "total_loss": 0.9093853107769974} {"data_time": 0.01236855449678842, "eta_seconds": 25089.681804343752, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.26807963163596965, "fast_rcnn/fg_cls_accuracy": 0.6905742145178765, "iteration": 225899, "loss_box_reg": 0.19196319207549095, "loss_cls": 0.16383207077160478, "loss_mask": 0.23097682790830731, "loss_rpn_cls": 0.024696131848031655, "loss_rpn_loc": 0.05685678847657982, "loss_sem_seg": 0.21534235402941704, "lr": 0.002, "mask_rcnn/accuracy": 0.8990160841664601, "mask_rcnn/false_negative": 0.08215953000513468, "mask_rcnn/false_positive": 0.11696054496398217, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5727989279985195, "total_loss": 0.8917067409493029} {"data_time": 0.013163425013772212, "eta_seconds": 25053.491297137545, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.2955748309320788, "fast_rcnn/fg_cls_accuracy": 0.6739636702375408, "iteration": 225919, "loss_box_reg": 0.20903023006394506, "loss_cls": 0.17773932835552841, "loss_mask": 0.2287900517694652, "loss_rpn_cls": 0.026511368439969374, "loss_rpn_loc": 0.06873597885714844, "loss_sem_seg": 0.21306354738771915, "lr": 0.002, "mask_rcnn/accuracy": 0.910618261295191, "mask_rcnn/false_negative": 0.09094704029243225, "mask_rcnn/false_positive": 0.09764576766140007, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.566479231507401, "total_loss": 0.9064685031526096} {"data_time": 0.012147260989877395, "eta_seconds": 25066.92523936396, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.2892574331391006, "fast_rcnn/fg_cls_accuracy": 0.6632962588473206, "iteration": 225939, "loss_box_reg": 0.21522425580769777, "loss_cls": 0.17383091943338513, "loss_mask": 0.23100831685587764, "loss_rpn_cls": 0.02502016056678258, "loss_rpn_loc": 0.06368487211875618, "loss_sem_seg": 0.23383982246741652, "lr": 0.002, "mask_rcnn/accuracy": 0.8871334681496461, "mask_rcnn/false_negative": 0.12504848990788023, "mask_rcnn/false_positive": 0.10297221385150818, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5857623710035114, "total_loss": 0.945745558681665} {"data_time": 0.013161814014893025, "eta_seconds": 25061.585198590583, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.29430199430199433, "fast_rcnn/fg_cls_accuracy": 0.6972196478220575, "iteration": 225959, "loss_box_reg": 0.20622868079226464, "loss_cls": 0.1617662301287055, "loss_mask": 0.23231936059892178, "loss_rpn_cls": 0.030039317964110523, "loss_rpn_loc": 0.06729367858497426, "loss_sem_seg": 0.2112485107500106, "lr": 0.002, "mask_rcnn/accuracy": 0.8899458016067687, "mask_rcnn/false_negative": 0.0937266142070361, "mask_rcnn/false_positive": 0.1070452209062267, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5802878209942719, "total_loss": 0.8901113671308849} {"data_time": 0.012572669496876188, "eta_seconds": 25050.2041740005, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.2908834586466165, "fast_rcnn/fg_cls_accuracy": 0.670862487254316, "iteration": 225979, "loss_box_reg": 0.2095396590884775, "loss_cls": 0.1575489558163099, "loss_mask": 0.22201506281271577, "loss_rpn_cls": 0.024517693382222205, "loss_rpn_loc": 0.06380258500576019, "loss_sem_seg": 0.18667509849183261, "lr": 0.002, "mask_rcnn/accuracy": 0.9039742286154169, "mask_rcnn/false_negative": 0.08299047934869247, "mask_rcnn/false_positive": 0.08454479890090949, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5666180824919138, "total_loss": 0.8827841219463153} {"data_time": 0.011683671487844549, "eta_seconds": 25041.33934609781, "fast_rcnn/cls_accuracy": 0.95654296875, "fast_rcnn/false_negative": 0.21622242647058823, "fast_rcnn/fg_cls_accuracy": 0.764033780427223, "iteration": 225999, "loss_box_reg": 0.2080079276347533, "loss_cls": 0.1655535752652213, "loss_mask": 0.23051659110933542, "loss_rpn_cls": 0.025220364140295715, "loss_rpn_loc": 0.0723131301056128, "loss_sem_seg": 0.20952869160100818, "lr": 0.002, "mask_rcnn/accuracy": 0.9103984097000521, "mask_rcnn/false_negative": 0.0728416954954968, "mask_rcnn/false_positive": 0.11103216962076473, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5688643949833931, "total_loss": 0.914209927090269} {"data_time": 0.012512680012150668, "eta_seconds": 25034.81191077034, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.17752100840336135, "fast_rcnn/fg_cls_accuracy": 0.7875234521575984, "iteration": 226019, "loss_box_reg": 0.19644966535270214, "loss_cls": 0.16989879123866558, "loss_mask": 0.2249984722584486, "loss_rpn_cls": 0.02810922519711312, "loss_rpn_loc": 0.07088927214499563, "loss_sem_seg": 0.20833142241463065, "lr": 0.002, "mask_rcnn/accuracy": 0.9126907314444539, "mask_rcnn/false_negative": 0.0747965462395455, "mask_rcnn/false_positive": 0.10259512770936144, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.581874866009457, "total_loss": 0.9015693611690949} {"data_time": 0.012011822502245195, "eta_seconds": 25018.5750095181, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.2748695808598669, "fast_rcnn/fg_cls_accuracy": 0.7251304191401331, "iteration": 226039, "loss_box_reg": 0.2189341327175498, "loss_cls": 0.17421032930724323, "loss_mask": 0.23000223143026233, "loss_rpn_cls": 0.032957006584183546, "loss_rpn_loc": 0.06100721652910579, "loss_sem_seg": 0.22084366623312235, "lr": 0.002, "mask_rcnn/accuracy": 0.9007000877273986, "mask_rcnn/false_negative": 0.09045224757616493, "mask_rcnn/false_positive": 0.1094338579618889, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5558556759788189, "total_loss": 0.9359374529449269} {"data_time": 0.012186050502350554, "eta_seconds": 25005.719389871876, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.23911598537720175, "fast_rcnn/fg_cls_accuracy": 0.713003845606039, "iteration": 226059, "loss_box_reg": 0.21060283202677965, "loss_cls": 0.16932275594444945, "loss_mask": 0.222495939116925, "loss_rpn_cls": 0.03405117938382318, "loss_rpn_loc": 0.057990765300928615, "loss_sem_seg": 0.22424967726692557, "lr": 0.002, "mask_rcnn/accuracy": 0.8994259401310362, "mask_rcnn/false_negative": 0.07789114161932709, "mask_rcnn/false_positive": 0.11461739527113024, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.5612097414996242, "total_loss": 0.9028590477173566} {"data_time": 0.011444058502092957, "eta_seconds": 24995.810672938387, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.21765188834154353, "fast_rcnn/fg_cls_accuracy": 0.7583166088913216, "iteration": 226079, "loss_box_reg": 0.2164911418221891, "loss_cls": 0.16853247478138655, "loss_mask": 0.23695726133883, "loss_rpn_cls": 0.024853121843989356, "loss_rpn_loc": 0.05984597513452172, "loss_sem_seg": 0.2213007747195661, "lr": 0.002, "mask_rcnn/accuracy": 0.893854242204496, "mask_rcnn/false_negative": 0.07432815080083903, "mask_rcnn/false_positive": 0.10948020530054978, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5588654864986893, "total_loss": 0.9179236393392785} {"data_time": 0.01201538898749277, "eta_seconds": 24980.961797008997, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3179764093137255, "fast_rcnn/fg_cls_accuracy": 0.6585477941176471, "iteration": 226099, "loss_box_reg": 0.21493971208110452, "loss_cls": 0.18184273497899994, "loss_mask": 0.23303401470184326, "loss_rpn_cls": 0.02793693603234715, "loss_rpn_loc": 0.06943578521895688, "loss_sem_seg": 0.22204157942906022, "lr": 0.002, "mask_rcnn/accuracy": 0.8962702881601443, "mask_rcnn/false_negative": 0.09458409691345403, "mask_rcnn/false_positive": 0.10668579853066584, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5618872340128291, "total_loss": 0.9442478599958122} {"data_time": 0.012082804998499341, "eta_seconds": 24960.11263112258, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.2412860576923077, "fast_rcnn/fg_cls_accuracy": 0.7327769886363636, "iteration": 226119, "loss_box_reg": 0.21775795286521316, "loss_cls": 0.17940629285294563, "loss_mask": 0.2275662231259048, "loss_rpn_cls": 0.028313402232015505, "loss_rpn_loc": 0.07101403952401597, "loss_sem_seg": 0.2169960203464143, "lr": 0.002, "mask_rcnn/accuracy": 0.9147932280852789, "mask_rcnn/false_negative": 0.08799972984126896, "mask_rcnn/false_positive": 0.0817540359785276, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5672635065129725, "total_loss": 0.9550084970123862} {"data_time": 0.013225544505985454, "eta_seconds": 24945.365091480155, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.26206636500754144, "fast_rcnn/fg_cls_accuracy": 0.6601049868766404, "iteration": 226139, "loss_box_reg": 0.1959890475263819, "loss_cls": 0.16581117385067046, "loss_mask": 0.22490448225289583, "loss_rpn_cls": 0.02484341119270539, "loss_rpn_loc": 0.06579079164657742, "loss_sem_seg": 0.22366961557418108, "lr": 0.002, "mask_rcnn/accuracy": 0.9099623499678164, "mask_rcnn/false_negative": 0.08727720515398855, "mask_rcnn/false_positive": 0.09640669633040977, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5618510625063209, "total_loss": 0.9324222511359039} {"data_time": 0.01405997748952359, "eta_seconds": 24925.047800133834, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.23567599761762953, "fast_rcnn/fg_cls_accuracy": 0.7489130434782609, "iteration": 226159, "loss_box_reg": 0.18996555404737592, "loss_cls": 0.15094463643617928, "loss_mask": 0.228928301949054, "loss_rpn_cls": 0.02234935455635423, "loss_rpn_loc": 0.06619462009985, "loss_sem_seg": 0.23414148623123765, "lr": 0.002, "mask_rcnn/accuracy": 0.8938782975148702, "mask_rcnn/false_negative": 0.08131917479863797, "mask_rcnn/false_positive": 0.12855520224848693, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 234.25, "rpn/num_pos_anchors": 21.75, "time": 0.5725373069872148, "total_loss": 0.8859861651035317} {"data_time": 0.012642164991120808, "eta_seconds": 24929.14994376003, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.23206287325812874, "fast_rcnn/fg_cls_accuracy": 0.7091201423097975, "iteration": 226179, "loss_box_reg": 0.21449009282514453, "loss_cls": 0.16884706681594253, "loss_mask": 0.23231014981865883, "loss_rpn_cls": 0.02679414307931438, "loss_rpn_loc": 0.060205852903891355, "loss_sem_seg": 0.20268363691866398, "lr": 0.002, "mask_rcnn/accuracy": 0.8995417009868211, "mask_rcnn/false_negative": 0.09006189455670455, "mask_rcnn/false_positive": 0.1212066772341143, "roi_head/num_bg_samples": 426.75, "roi_head/num_fg_samples": 85.25, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.5718537174980156, "total_loss": 0.9270924529482727} {"data_time": 0.012935835009557195, "eta_seconds": 24919.779297158122, "fast_rcnn/cls_accuracy": 0.962890625, "fast_rcnn/false_negative": 0.22504162504162506, "fast_rcnn/fg_cls_accuracy": 0.7146470081790788, "iteration": 226199, "loss_box_reg": 0.20635642984416336, "loss_cls": 0.16529057221487164, "loss_mask": 0.22392920264974236, "loss_rpn_cls": 0.02737280037945311, "loss_rpn_loc": 0.06520516751334071, "loss_sem_seg": 0.23469103872776031, "lr": 0.002, "mask_rcnn/accuracy": 0.9167544978517723, "mask_rcnn/false_negative": 0.06991756170369598, "mask_rcnn/false_positive": 0.09805219395244744, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5793419245164841, "total_loss": 0.9403266267454455} {"data_time": 0.012196556010167114, "eta_seconds": 24907.629284505427, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.2767145135566188, "fast_rcnn/fg_cls_accuracy": 0.6891891891891891, "iteration": 226219, "loss_box_reg": 0.19996784813702106, "loss_cls": 0.16030612122267485, "loss_mask": 0.23407260654494166, "loss_rpn_cls": 0.026839859478059225, "loss_rpn_loc": 0.05156266700942069, "loss_sem_seg": 0.23064279253594577, "lr": 0.002, "mask_rcnn/accuracy": 0.9080582767060822, "mask_rcnn/false_negative": 0.07290002772554877, "mask_rcnn/false_positive": 0.1189839418839735, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.5600628454994876, "total_loss": 0.8972833958396222} {"data_time": 0.012125798981287517, "eta_seconds": 24891.854990783148, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.22349855756622083, "fast_rcnn/fg_cls_accuracy": 0.7461340206185567, "iteration": 226239, "loss_box_reg": 0.19579588575288653, "loss_cls": 0.15438577183522284, "loss_mask": 0.2175540328025818, "loss_rpn_cls": 0.025794476672672317, "loss_rpn_loc": 0.059479220741195604, "loss_sem_seg": 0.22858011350035667, "lr": 0.002, "mask_rcnn/accuracy": 0.9059757717351054, "mask_rcnn/false_negative": 0.06268272059071953, "mask_rcnn/false_positive": 0.1254090350610828, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 236.0, "rpn/num_pos_anchors": 20.0, "time": 0.5631832429935457, "total_loss": 0.8971374951634061} {"data_time": 0.012986753979930654, "eta_seconds": 24873.019936622295, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.24427205917671357, "fast_rcnn/fg_cls_accuracy": 0.7518864339612399, "iteration": 226259, "loss_box_reg": 0.20271946536377072, "loss_cls": 0.1741031587589532, "loss_mask": 0.2205224963836372, "loss_rpn_cls": 0.028466222822316922, "loss_rpn_loc": 0.06219246156979352, "loss_sem_seg": 0.2226485414430499, "lr": 0.002, "mask_rcnn/accuracy": 0.8975918593086267, "mask_rcnn/false_negative": 0.08827073276070244, "mask_rcnn/false_positive": 0.11257549866174077, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.558940495015122, "total_loss": 0.9135591117665172} {"data_time": 0.012190745997941121, "eta_seconds": 24856.82386053355, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.32177241161616166, "fast_rcnn/fg_cls_accuracy": 0.6731770833333333, "iteration": 226279, "loss_box_reg": 0.20773364533670247, "loss_cls": 0.17316198162734509, "loss_mask": 0.21798657020553946, "loss_rpn_cls": 0.026474744265215122, "loss_rpn_loc": 0.06117249192902818, "loss_sem_seg": 0.22195922257378697, "lr": 0.002, "mask_rcnn/accuracy": 0.8910643527939035, "mask_rcnn/false_negative": 0.09578839807662791, "mask_rcnn/false_positive": 0.12058401572226168, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5719270705012605, "total_loss": 0.9257326217339141} {"data_time": 0.012712292504147626, "eta_seconds": 24850.274210702337, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.31484002051524834, "fast_rcnn/fg_cls_accuracy": 0.6851599794847516, "iteration": 226299, "loss_box_reg": 0.2078343336470425, "loss_cls": 0.16346021904610097, "loss_mask": 0.22504763072356582, "loss_rpn_cls": 0.025020623914315365, "loss_rpn_loc": 0.05750710291613359, "loss_sem_seg": 0.19754660408943892, "lr": 0.002, "mask_rcnn/accuracy": 0.896405421343845, "mask_rcnn/false_negative": 0.09334586646913864, "mask_rcnn/false_positive": 0.10762280300502347, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5723016810079571, "total_loss": 0.8541080466166022} {"data_time": 0.012333721504546702, "eta_seconds": 24842.992466221578, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.3006024096385542, "fast_rcnn/fg_cls_accuracy": 0.6781593406593407, "iteration": 226319, "loss_box_reg": 0.1854506880044937, "loss_cls": 0.1501331889303401, "loss_mask": 0.21651342511177063, "loss_rpn_cls": 0.023923034765175544, "loss_rpn_loc": 0.060874959046486765, "loss_sem_seg": 0.22500588395632803, "lr": 0.002, "mask_rcnn/accuracy": 0.8987199683045957, "mask_rcnn/false_negative": 0.09447325906125126, "mask_rcnn/false_positive": 0.10892389657189228, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.5688441289967159, "total_loss": 0.8778467746305978} {"data_time": 0.012579267990076914, "eta_seconds": 24844.30125058694, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.3064897530215449, "fast_rcnn/fg_cls_accuracy": 0.6777885235332044, "iteration": 226339, "loss_box_reg": 0.2004663716070354, "loss_cls": 0.15443536994280294, "loss_mask": 0.2200778890401125, "loss_rpn_cls": 0.02356716625581612, "loss_rpn_loc": 0.05513412068830803, "loss_sem_seg": 0.2106465231627226, "lr": 0.002, "mask_rcnn/accuracy": 0.9057828073089701, "mask_rcnn/false_negative": 0.0739900825051048, "mask_rcnn/false_positive": 0.11638489491725353, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5723006445041392, "total_loss": 0.9009235988196451} {"data_time": 0.011780827495385893, "eta_seconds": 24836.78038020151, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.28468795355587806, "fast_rcnn/fg_cls_accuracy": 0.6871069182389937, "iteration": 226359, "loss_box_reg": 0.19286965858191252, "loss_cls": 0.16087375674396753, "loss_mask": 0.2216880228370428, "loss_rpn_cls": 0.027162636644789018, "loss_rpn_loc": 0.06621072377311066, "loss_sem_seg": 0.2165809089783579, "lr": 0.002, "mask_rcnn/accuracy": 0.9006352089106164, "mask_rcnn/false_negative": 0.08769385667481899, "mask_rcnn/false_positive": 0.10105037702140421, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5751288220053539, "total_loss": 0.8809662685598596} {"data_time": 0.013098262992571108, "eta_seconds": 24817.37158332765, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.26167303377599904, "fast_rcnn/fg_cls_accuracy": 0.6854804421768708, "iteration": 226379, "loss_box_reg": 0.21511535067111254, "loss_cls": 0.16893782978877425, "loss_mask": 0.22868304187431931, "loss_rpn_cls": 0.029092423252222943, "loss_rpn_loc": 0.06256025351467542, "loss_sem_seg": 0.20075014187023044, "lr": 0.002, "mask_rcnn/accuracy": 0.9045499053421568, "mask_rcnn/false_negative": 0.0920036060708107, "mask_rcnn/false_positive": 0.09679841310840827, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5656883464980638, "total_loss": 0.884235893301593} {"data_time": 0.012219454496516846, "eta_seconds": 24805.22474209637, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.24191542288557213, "fast_rcnn/fg_cls_accuracy": 0.6915655368019714, "iteration": 226399, "loss_box_reg": 0.19908569986000657, "loss_cls": 0.16701375134289265, "loss_mask": 0.21797128533944488, "loss_rpn_cls": 0.02590984745620517, "loss_rpn_loc": 0.06354915609699674, "loss_sem_seg": 0.21024448645766824, "lr": 0.002, "mask_rcnn/accuracy": 0.9076570142443913, "mask_rcnn/false_negative": 0.07456225743585347, "mask_rcnn/false_positive": 0.1013532307259805, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5675101865053875, "total_loss": 0.8771399241668405} {"data_time": 0.012059487504302524, "eta_seconds": 24798.807633615957, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.24736507038268374, "fast_rcnn/fg_cls_accuracy": 0.7240483106558631, "iteration": 226419, "loss_box_reg": 0.19763039564713836, "loss_cls": 0.16383124142885208, "loss_mask": 0.22402045782655478, "loss_rpn_cls": 0.026491350887226872, "loss_rpn_loc": 0.06369966440252028, "loss_sem_seg": 0.22433799353893846, "lr": 0.002, "mask_rcnn/accuracy": 0.8974475380265126, "mask_rcnn/false_negative": 0.08159637285707157, "mask_rcnn/false_positive": 0.11547851193516148, "roi_head/num_bg_samples": 430.0, "roi_head/num_fg_samples": 82.0, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.5726500764867524, "total_loss": 0.8804980829736451} {"data_time": 0.012049832002958283, "eta_seconds": 24782.468177116578, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.26061120543293714, "fast_rcnn/fg_cls_accuracy": 0.7101335789958545, "iteration": 226439, "loss_box_reg": 0.20398683310486376, "loss_cls": 0.16271892236545682, "loss_mask": 0.23137096036225557, "loss_rpn_cls": 0.026237744619720615, "loss_rpn_loc": 0.057895278092473745, "loss_sem_seg": 0.22144645638763905, "lr": 0.002, "mask_rcnn/accuracy": 0.8940297425788497, "mask_rcnn/false_negative": 0.08394507280128491, "mask_rcnn/false_positive": 0.1204454358203334, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5609324110118905, "total_loss": 0.9151791225121997} {"data_time": 0.012835614499635994, "eta_seconds": 24769.861885882463, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.2208094121452252, "fast_rcnn/fg_cls_accuracy": 0.7451049812203683, "iteration": 226459, "loss_box_reg": 0.1967184292152524, "loss_cls": 0.15537169482558966, "loss_mask": 0.21919419709593058, "loss_rpn_cls": 0.026117814057215583, "loss_rpn_loc": 0.054118172061862424, "loss_sem_seg": 0.20441102399490774, "lr": 0.002, "mask_rcnn/accuracy": 0.9174799506958746, "mask_rcnn/false_negative": 0.08097051141277756, "mask_rcnn/false_positive": 0.08954466444830621, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.55979587949696, "total_loss": 0.8868574247571814} {"data_time": 0.011855120013933629, "eta_seconds": 24739.519936036828, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.2228717026378897, "fast_rcnn/fg_cls_accuracy": 0.7371508198846328, "iteration": 226479, "loss_box_reg": 0.19705102080479264, "loss_cls": 0.1568127814680338, "loss_mask": 0.22006897069513798, "loss_rpn_cls": 0.024666889577929396, "loss_rpn_loc": 0.06069732460309751, "loss_sem_seg": 0.20582628168631345, "lr": 0.002, "mask_rcnn/accuracy": 0.9087252424893402, "mask_rcnn/false_negative": 0.09021973893932855, "mask_rcnn/false_positive": 0.10452008549205871, "roi_head/num_bg_samples": 457.75, "roi_head/num_fg_samples": 54.25, "rpn/num_neg_anchors": 239.0, "rpn/num_pos_anchors": 17.0, "time": 0.5630200544983381, "total_loss": 0.8615125518699642} {"data_time": 0.013469925499521196, "eta_seconds": 24747.10644904281, "fast_rcnn/cls_accuracy": 0.966796875, "fast_rcnn/false_negative": 0.1966123499142367, "fast_rcnn/fg_cls_accuracy": 0.7833625560101305, "iteration": 226499, "loss_box_reg": 0.20290528563782573, "loss_cls": 0.15908021834911779, "loss_mask": 0.22860958985984325, "loss_rpn_cls": 0.02695828502328368, "loss_rpn_loc": 0.06666112074162811, "loss_sem_seg": 0.23093843460083008, "lr": 0.002, "mask_rcnn/accuracy": 0.9048244759726551, "mask_rcnn/false_negative": 0.08333744817106431, "mask_rcnn/false_positive": 0.09707813783973565, "roi_head/num_bg_samples": 462.25, "roi_head/num_fg_samples": 49.75, "rpn/num_neg_anchors": 235.75, "rpn/num_pos_anchors": 20.25, "time": 0.5753986405034084, "total_loss": 0.9260043458707514} {"data_time": 0.012137756508309394, "eta_seconds": 24749.6299545074, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.2346526459276569, "fast_rcnn/fg_cls_accuracy": 0.7653473540723432, "iteration": 226519, "loss_box_reg": 0.1923315383028239, "loss_cls": 0.16032812814228237, "loss_mask": 0.2273268518038094, "loss_rpn_cls": 0.02701964630432485, "loss_rpn_loc": 0.06385621032677591, "loss_sem_seg": 0.22299385932274163, "lr": 0.002, "mask_rcnn/accuracy": 0.903229768064667, "mask_rcnn/false_negative": 0.07652025406138271, "mask_rcnn/false_positive": 0.11892561562131684, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.5668838974961545, "total_loss": 0.9015229608048685} {"data_time": 0.012255308509338647, "eta_seconds": 24725.5767646671, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.2232296740352192, "fast_rcnn/fg_cls_accuracy": 0.7339371694687821, "iteration": 226539, "loss_box_reg": 0.21531313378363848, "loss_cls": 0.17271989420987666, "loss_mask": 0.22521810047328472, "loss_rpn_cls": 0.027051926528656622, "loss_rpn_loc": 0.06295748619595543, "loss_sem_seg": 0.21646923711523414, "lr": 0.002, "mask_rcnn/accuracy": 0.8967761066726767, "mask_rcnn/false_negative": 0.07443658769570992, "mask_rcnn/false_positive": 0.12016992561701934, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5709047315031057, "total_loss": 0.928681157205574} {"data_time": 0.012241902484674938, "eta_seconds": 24711.86103072425, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.20808060039066517, "fast_rcnn/fg_cls_accuracy": 0.7739580880621615, "iteration": 226559, "loss_box_reg": 0.19786237087100744, "loss_cls": 0.16432500816881657, "loss_mask": 0.2308032917790115, "loss_rpn_cls": 0.021611431580822682, "loss_rpn_loc": 0.052362789821927436, "loss_sem_seg": 0.2235990152694285, "lr": 0.002, "mask_rcnn/accuracy": 0.9168778907888396, "mask_rcnn/false_negative": 0.08181940829753682, "mask_rcnn/false_positive": 0.10778708878794793, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5564258094964316, "total_loss": 0.9437215700345405} {"data_time": 0.01230487899738364, "eta_seconds": 24698.45834315475, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.2123631237295915, "fast_rcnn/fg_cls_accuracy": 0.7387539996235648, "iteration": 226579, "loss_box_reg": 0.23184425476938486, "loss_cls": 0.17633901722729206, "loss_mask": 0.2377623706124723, "loss_rpn_cls": 0.02885959234845359, "loss_rpn_loc": 0.0596990918420488, "loss_sem_seg": 0.19728398183360696, "lr": 0.002, "mask_rcnn/accuracy": 0.9151684140277596, "mask_rcnn/false_negative": 0.07586299186726, "mask_rcnn/false_positive": 0.09994845346844011, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5730933135055238, "total_loss": 0.9471130477177212} {"data_time": 0.012994909004191868, "eta_seconds": 24673.550527746615, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.2101721607788396, "fast_rcnn/fg_cls_accuracy": 0.7744335196057627, "iteration": 226599, "loss_box_reg": 0.20255488413386047, "loss_cls": 0.15844443906098604, "loss_mask": 0.2296247985213995, "loss_rpn_cls": 0.028969003782549407, "loss_rpn_loc": 0.051758957910351455, "loss_sem_seg": 0.2186075048521161, "lr": 0.002, "mask_rcnn/accuracy": 0.8874737087197534, "mask_rcnn/false_negative": 0.08863283297718683, "mask_rcnn/false_positive": 0.11193387838302674, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.5525357890146552, "total_loss": 0.898549992009066} {"data_time": 0.011942772005568258, "eta_seconds": 24662.18048994668, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.2510504201680672, "fast_rcnn/fg_cls_accuracy": 0.7372308298319328, "iteration": 226619, "loss_box_reg": 0.20604825823102146, "loss_cls": 0.16903091227868572, "loss_mask": 0.2214626893401146, "loss_rpn_cls": 0.02265070391149493, "loss_rpn_loc": 0.06669988836802077, "loss_sem_seg": 0.2146440832875669, "lr": 0.002, "mask_rcnn/accuracy": 0.8984145096091534, "mask_rcnn/false_negative": 0.09920300910726414, "mask_rcnn/false_positive": 0.1019531852055631, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5726241829979699, "total_loss": 0.912221233083983} {"data_time": 0.01345767050224822, "eta_seconds": 24666.352205364383, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.22835955056179774, "fast_rcnn/fg_cls_accuracy": 0.7646306818181818, "iteration": 226639, "loss_box_reg": 0.2126287582796067, "loss_cls": 0.17038109293207526, "loss_mask": 0.2245081253349781, "loss_rpn_cls": 0.027794828267360572, "loss_rpn_loc": 0.06017727399012074, "loss_sem_seg": 0.20453385449945927, "lr": 0.002, "mask_rcnn/accuracy": 0.9020735823231026, "mask_rcnn/false_negative": 0.08892141521451777, "mask_rcnn/false_positive": 0.1171454073501688, "roi_head/num_bg_samples": 424.25, "roi_head/num_fg_samples": 87.75, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5709829760016873, "total_loss": 0.9400489214749541} {"data_time": 0.011543278495082632, "eta_seconds": 24646.21959689104, "fast_rcnn/cls_accuracy": 0.958984375, "fast_rcnn/false_negative": 0.19115765161209775, "fast_rcnn/fg_cls_accuracy": 0.8047878280290341, "iteration": 226659, "loss_box_reg": 0.1945080878213048, "loss_cls": 0.14992102095857263, "loss_mask": 0.23878011479973793, "loss_rpn_cls": 0.024561059042753186, "loss_rpn_loc": 0.05860433110501617, "loss_sem_seg": 0.24825457856059074, "lr": 0.002, "mask_rcnn/accuracy": 0.9100784015072811, "mask_rcnn/false_negative": 0.07183582118372783, "mask_rcnn/false_positive": 0.08598378009024132, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5609020495030563, "total_loss": 0.9467967193340883} {"data_time": 0.012626832001842558, "eta_seconds": 24639.746079503137, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.312, "fast_rcnn/fg_cls_accuracy": 0.6799999999999999, "iteration": 226679, "loss_box_reg": 0.22212137223687023, "loss_cls": 0.18013831414282322, "loss_mask": 0.24034124054014683, "loss_rpn_cls": 0.02857760175538715, "loss_rpn_loc": 0.06939048128697323, "loss_sem_seg": 0.24197207298129797, "lr": 0.002, "mask_rcnn/accuracy": 0.889880979850268, "mask_rcnn/false_negative": 0.1047560368131541, "mask_rcnn/false_positive": 0.11201549847940331, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.564980374489096, "total_loss": 0.9990461191555369} {"data_time": 0.012409743489115499, "eta_seconds": 24632.220586344483, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.27292351973684215, "fast_rcnn/fg_cls_accuracy": 0.6889914323500661, "iteration": 226699, "loss_box_reg": 0.20121356775052845, "loss_cls": 0.14843069738708436, "loss_mask": 0.20819575944915414, "loss_rpn_cls": 0.023742799556202954, "loss_rpn_loc": 0.06670111225685105, "loss_sem_seg": 0.21177489683032036, "lr": 0.002, "mask_rcnn/accuracy": 0.9064435089892031, "mask_rcnn/false_negative": 0.076522524867868, "mask_rcnn/false_positive": 0.12023572519035466, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5814711804996477, "total_loss": 0.8701009004507796} {"data_time": 0.011914210001123138, "eta_seconds": 24612.100098591196, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.25873239436619716, "fast_rcnn/fg_cls_accuracy": 0.7052136752136753, "iteration": 226719, "loss_box_reg": 0.20498625049367547, "loss_cls": 0.16347365779802203, "loss_mask": 0.2267356961965561, "loss_rpn_cls": 0.024400201488788298, "loss_rpn_loc": 0.06925970368320122, "loss_sem_seg": 0.2194851185195148, "lr": 0.002, "mask_rcnn/accuracy": 0.908694228960863, "mask_rcnn/false_negative": 0.0807889550550398, "mask_rcnn/false_positive": 0.09274179065163995, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5674877724959515, "total_loss": 0.9118528226972558} {"data_time": 0.012851430496084504, "eta_seconds": 24595.336655203762, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.23997326203208558, "fast_rcnn/fg_cls_accuracy": 0.7359040178571429, "iteration": 226739, "loss_box_reg": 0.2068413831293583, "loss_cls": 0.16666116868145764, "loss_mask": 0.23158334288746119, "loss_rpn_cls": 0.024039972442551516, "loss_rpn_loc": 0.0545795767538948, "loss_sem_seg": 0.2110015086364001, "lr": 0.002, "mask_rcnn/accuracy": 0.9114410584601358, "mask_rcnn/false_negative": 0.07941657641897204, "mask_rcnn/false_positive": 0.10259114059748897, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5632380000024568, "total_loss": 0.9036647457251092} {"data_time": 0.012952250996022485, "eta_seconds": 24589.3537663913, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.2172227839568588, "fast_rcnn/fg_cls_accuracy": 0.7645197432170543, "iteration": 226759, "loss_box_reg": 0.22898549237288535, "loss_cls": 0.18418705835938454, "loss_mask": 0.23373267659917474, "loss_rpn_cls": 0.029141243372578174, "loss_rpn_loc": 0.07402548083337024, "loss_sem_seg": 0.2178489826619625, "lr": 0.002, "mask_rcnn/accuracy": 0.9079618448757032, "mask_rcnn/false_negative": 0.07905576473345198, "mask_rcnn/false_positive": 0.10128460555243637, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5824763815035112, "total_loss": 0.9896712473419029} {"data_time": 0.01246599099249579, "eta_seconds": 24577.980600291354, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.2340472027972028, "fast_rcnn/fg_cls_accuracy": 0.7552602639296189, "iteration": 226779, "loss_box_reg": 0.2019231030717492, "loss_cls": 0.1576048310380429, "loss_mask": 0.23004175163805485, "loss_rpn_cls": 0.028790088330424624, "loss_rpn_loc": 0.07311709161149338, "loss_sem_seg": 0.211269439663738, "lr": 0.002, "mask_rcnn/accuracy": 0.9052956989247312, "mask_rcnn/false_negative": 0.08387448409829287, "mask_rcnn/false_positive": 0.10501876790787103, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 236.0, "rpn/num_pos_anchors": 20.0, "time": 0.5469019149895757, "total_loss": 0.8968727637620759} {"data_time": 0.012709601505775936, "eta_seconds": 24559.850149747275, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.2725999775960569, "fast_rcnn/fg_cls_accuracy": 0.7249802215189873, "iteration": 226799, "loss_box_reg": 0.19801109307445586, "loss_cls": 0.15933875681366771, "loss_mask": 0.2304205819964409, "loss_rpn_cls": 0.025533717329381034, "loss_rpn_loc": 0.05822673375951126, "loss_sem_seg": 0.21398077718913555, "lr": 0.002, "mask_rcnn/accuracy": 0.9055218089174701, "mask_rcnn/false_negative": 0.07938446689986726, "mask_rcnn/false_positive": 0.13653204907873445, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.5692040144931525, "total_loss": 0.8899099801637931} {"data_time": 0.012570727500133216, "eta_seconds": 24546.24687755351, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.2919047619047619, "fast_rcnn/fg_cls_accuracy": 0.6785714285714286, "iteration": 226819, "loss_box_reg": 0.2142168777063489, "loss_cls": 0.17663508467376232, "loss_mask": 0.23033618461340666, "loss_rpn_cls": 0.026254020893247798, "loss_rpn_loc": 0.06081241322681308, "loss_sem_seg": 0.2477357101161033, "lr": 0.002, "mask_rcnn/accuracy": 0.9007233049775683, "mask_rcnn/false_negative": 0.08090832701217275, "mask_rcnn/false_positive": 0.13733884623417203, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.567258844486787, "total_loss": 0.9604473178915214} {"data_time": 0.012128845512052067, "eta_seconds": 24527.526412018095, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.22985178323297822, "fast_rcnn/fg_cls_accuracy": 0.7559161595672752, "iteration": 226839, "loss_box_reg": 0.21848882408812642, "loss_cls": 0.17839618236757815, "loss_mask": 0.23793587740510702, "loss_rpn_cls": 0.03323794044990791, "loss_rpn_loc": 0.0669853208528366, "loss_sem_seg": 0.2165847960859537, "lr": 0.002, "mask_rcnn/accuracy": 0.9093585646119978, "mask_rcnn/false_negative": 0.08639531348808155, "mask_rcnn/false_positive": 0.09663735809633088, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.5650343849993078, "total_loss": 0.9533501603145851} {"data_time": 0.012006616510916501, "eta_seconds": 24505.136995309076, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.23580354199754278, "fast_rcnn/fg_cls_accuracy": 0.7425903423499578, "iteration": 226859, "loss_box_reg": 0.22516031377017498, "loss_cls": 0.1798295641783625, "loss_mask": 0.22492776438593864, "loss_rpn_cls": 0.03208827902562916, "loss_rpn_loc": 0.05796379683306441, "loss_sem_seg": 0.24133725673891604, "lr": 0.002, "mask_rcnn/accuracy": 0.9091888615565273, "mask_rcnn/false_negative": 0.09027497335637809, "mask_rcnn/false_positive": 0.10489683210035598, "roi_head/num_bg_samples": 430.0, "roi_head/num_fg_samples": 82.0, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5619501229957677, "total_loss": 0.977062150137499} {"data_time": 0.012374744503176771, "eta_seconds": 24493.776508998926, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.3310439560439561, "fast_rcnn/fg_cls_accuracy": 0.6456043956043956, "iteration": 226879, "loss_box_reg": 0.22142694634385407, "loss_cls": 0.17748573212884367, "loss_mask": 0.22963838931173086, "loss_rpn_cls": 0.02931584658472275, "loss_rpn_loc": 0.07000552047975361, "loss_sem_seg": 0.23376460862345994, "lr": 0.002, "mask_rcnn/accuracy": 0.903961358802281, "mask_rcnn/false_negative": 0.09194710481690108, "mask_rcnn/false_positive": 0.12103898100214783, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5696855559945107, "total_loss": 0.9709527082522982} {"data_time": 0.012503360005212016, "eta_seconds": 24483.43680539333, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.23293455313159747, "fast_rcnn/fg_cls_accuracy": 0.705267629566695, "iteration": 226899, "loss_box_reg": 0.2080351272597909, "loss_cls": 0.17556341784074903, "loss_mask": 0.221406695432961, "loss_rpn_cls": 0.02317366896022577, "loss_rpn_loc": 0.06010584888281301, "loss_sem_seg": 0.2148641588864848, "lr": 0.002, "mask_rcnn/accuracy": 0.899283310047361, "mask_rcnn/false_negative": 0.0898850171349993, "mask_rcnn/false_positive": 0.10149549560732671, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5694087589945411, "total_loss": 0.9152868648234289} {"data_time": 0.012217049981700256, "eta_seconds": 24487.67444140694, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.3078579916815211, "fast_rcnn/fg_cls_accuracy": 0.6788579067990833, "iteration": 226919, "loss_box_reg": 0.22393319313414395, "loss_cls": 0.1757366405799985, "loss_mask": 0.23594604339450598, "loss_rpn_cls": 0.025149956170935184, "loss_rpn_loc": 0.06579293296090327, "loss_sem_seg": 0.22915572463534772, "lr": 0.002, "mask_rcnn/accuracy": 0.8923880926152928, "mask_rcnn/false_negative": 0.09082943686268063, "mask_rcnn/false_positive": 0.11639481067180038, "roi_head/num_bg_samples": 432.5, "roi_head/num_fg_samples": 79.5, "rpn/num_neg_anchors": 207.25, "rpn/num_pos_anchors": 48.75, "time": 0.5758040845103096, "total_loss": 0.9540315517151612} {"data_time": 0.013401513991993852, "eta_seconds": 24460.71488543287, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.26036036036036037, "fast_rcnn/fg_cls_accuracy": 0.7297619047619047, "iteration": 226939, "loss_box_reg": 0.19094397767912596, "loss_cls": 0.1622622306458652, "loss_mask": 0.21774041187018156, "loss_rpn_cls": 0.02664213297975948, "loss_rpn_loc": 0.06246472834027372, "loss_sem_seg": 0.22282052924856544, "lr": 0.002, "mask_rcnn/accuracy": 0.9038582234884525, "mask_rcnn/false_negative": 0.08512929401654264, "mask_rcnn/false_positive": 0.10254145520701136, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5647856610012241, "total_loss": 0.9015935408042424} {"data_time": 0.01203619601437822, "eta_seconds": 24439.605784372572, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.2848314606741573, "fast_rcnn/fg_cls_accuracy": 0.6572098125249302, "iteration": 226959, "loss_box_reg": 0.21116328926291317, "loss_cls": 0.16785941395210102, "loss_mask": 0.23091379646211863, "loss_rpn_cls": 0.024033043995586922, "loss_rpn_loc": 0.059247575292829424, "loss_sem_seg": 0.2284422987140715, "lr": 0.002, "mask_rcnn/accuracy": 0.9088901960520934, "mask_rcnn/false_negative": 0.08621036563860165, "mask_rcnn/false_positive": 0.10901144978790692, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5674181705107912, "total_loss": 0.9285713184945052} {"data_time": 0.013817964514601044, "eta_seconds": 24432.507937773174, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.25512856872754774, "fast_rcnn/fg_cls_accuracy": 0.7009182493010702, "iteration": 226979, "loss_box_reg": 0.20204319909680635, "loss_cls": 0.16777682187967002, "loss_mask": 0.21358639420941472, "loss_rpn_cls": 0.023968115099705756, "loss_rpn_loc": 0.06345608094125055, "loss_sem_seg": 0.22883531055413187, "lr": 0.002, "mask_rcnn/accuracy": 0.8957013629068595, "mask_rcnn/false_negative": 0.09168130814783024, "mask_rcnn/false_positive": 0.11863840412576776, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.5708628979919013, "total_loss": 0.9035352718492504} {"data_time": 0.012421483494108543, "eta_seconds": 24421.149527723304, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.2689924352164816, "fast_rcnn/fg_cls_accuracy": 0.7190241228070176, "iteration": 226999, "loss_box_reg": 0.21648839861154556, "loss_cls": 0.16060668986756355, "loss_mask": 0.23418991826474667, "loss_rpn_cls": 0.02680475963279605, "loss_rpn_loc": 0.06287811003858224, "loss_sem_seg": 0.24199715442955494, "lr": 0.002, "mask_rcnn/accuracy": 0.8986864081558257, "mask_rcnn/false_negative": 0.07601617225086299, "mask_rcnn/false_positive": 0.11367720392687111, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5643617719906615, "total_loss": 0.9665052604177617} {"data_time": 0.01248236998799257, "eta_seconds": 24388.507679447037, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.22771522402064276, "fast_rcnn/fg_cls_accuracy": 0.7375564063995624, "iteration": 227019, "loss_box_reg": 0.1927925026975572, "loss_cls": 0.1502679856494069, "loss_mask": 0.21927626617252827, "loss_rpn_cls": 0.021643165237037465, "loss_rpn_loc": 0.05239127975073643, "loss_sem_seg": 0.221612726803869, "lr": 0.002, "mask_rcnn/accuracy": 0.9104278389694251, "mask_rcnn/false_negative": 0.06891247251870342, "mask_rcnn/false_positive": 0.10860348211078938, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5651601499994285, "total_loss": 0.8345978671859484} {"data_time": 0.011484286515042186, "eta_seconds": 24398.432707623564, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.27485380116959063, "fast_rcnn/fg_cls_accuracy": 0.7040021929824561, "iteration": 227039, "loss_box_reg": 0.2019998554023914, "loss_cls": 0.15543791302479804, "loss_mask": 0.22400031657889485, "loss_rpn_cls": 0.023861605615820736, "loss_rpn_loc": 0.06163775484310463, "loss_sem_seg": 0.23324044817127287, "lr": 0.002, "mask_rcnn/accuracy": 0.913235050050722, "mask_rcnn/false_negative": 0.08072446114108478, "mask_rcnn/false_positive": 0.10658040336478056, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.572054238000419, "total_loss": 0.8953241094059194} {"data_time": 0.01211496900941711, "eta_seconds": 24392.549125551493, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.19371854432830043, "fast_rcnn/fg_cls_accuracy": 0.8023132017034456, "iteration": 227059, "loss_box_reg": 0.18867525015957654, "loss_cls": 0.15439910301938653, "loss_mask": 0.22594338562339544, "loss_rpn_cls": 0.025908858561706438, "loss_rpn_loc": 0.05819338920991868, "loss_sem_seg": 0.21475564455613494, "lr": 0.002, "mask_rcnn/accuracy": 0.9016542374789638, "mask_rcnn/false_negative": 0.0879028923142193, "mask_rcnn/false_positive": 0.10537287014400992, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 236.0, "rpn/num_pos_anchors": 20.0, "time": 0.568938126496505, "total_loss": 0.8392742464493494} {"data_time": 0.01248463400406763, "eta_seconds": 24390.609152596764, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.23345508658008657, "fast_rcnn/fg_cls_accuracy": 0.7508824750830565, "iteration": 227079, "loss_box_reg": 0.20642692572437227, "loss_cls": 0.16428879112936556, "loss_mask": 0.21600140677765012, "loss_rpn_cls": 0.024482929802616127, "loss_rpn_loc": 0.049364784645149484, "loss_sem_seg": 0.2371421647258103, "lr": 0.002, "mask_rcnn/accuracy": 0.9148980772864701, "mask_rcnn/false_negative": 0.07745078875495995, "mask_rcnn/false_positive": 0.0930771900782827, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5718466915132012, "total_loss": 0.9510962151070999} {"data_time": 0.013121935000526719, "eta_seconds": 24390.66452104428, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.21390248493975905, "fast_rcnn/fg_cls_accuracy": 0.6882641677822401, "iteration": 227099, "loss_box_reg": 0.21040280582383275, "loss_cls": 0.18054915498942137, "loss_mask": 0.23310250137001276, "loss_rpn_cls": 0.028594738767424133, "loss_rpn_loc": 0.07440269889775664, "loss_sem_seg": 0.24553368450142443, "lr": 0.002, "mask_rcnn/accuracy": 0.8898835157682365, "mask_rcnn/false_negative": 0.09610510100245137, "mask_rcnn/false_positive": 0.08907503865896632, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5810163425048813, "total_loss": 0.9862806312194152} {"data_time": 0.012407463014824316, "eta_seconds": 24382.9985295831, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.2546765734265734, "fast_rcnn/fg_cls_accuracy": 0.7163906958407253, "iteration": 227119, "loss_box_reg": 0.20839138166047633, "loss_cls": 0.15796314016915858, "loss_mask": 0.2261298717930913, "loss_rpn_cls": 0.025749554770300165, "loss_rpn_loc": 0.05892633134499192, "loss_sem_seg": 0.2305079773068428, "lr": 0.002, "mask_rcnn/accuracy": 0.8941481257035768, "mask_rcnn/false_negative": 0.0783883667487556, "mask_rcnn/false_positive": 0.13723122848277894, "roi_head/num_bg_samples": 427.5, "roi_head/num_fg_samples": 84.5, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.569115406498895, "total_loss": 0.9102712716266979} {"data_time": 0.012437573503120802, "eta_seconds": 24382.66536343009, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.279697516025641, "fast_rcnn/fg_cls_accuracy": 0.7036734693877551, "iteration": 227139, "loss_box_reg": 0.2239621812477708, "loss_cls": 0.18996326823253185, "loss_mask": 0.23248400073498487, "loss_rpn_cls": 0.03441231473334483, "loss_rpn_loc": 0.06139451655326411, "loss_sem_seg": 0.21101990202441812, "lr": 0.002, "mask_rcnn/accuracy": 0.9023550556586271, "mask_rcnn/false_negative": 0.08436890836656849, "mask_rcnn/false_positive": 0.10582081111353217, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5778404929878889, "total_loss": 0.9547577827161149} {"data_time": 0.012021296002785675, "eta_seconds": 24372.187621477016, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.24893162393162394, "fast_rcnn/fg_cls_accuracy": 0.7420488784733847, "iteration": 227159, "loss_box_reg": 0.1983898147009313, "loss_cls": 0.17144840047694743, "loss_mask": 0.20770989637821913, "loss_rpn_cls": 0.027281295442662667, "loss_rpn_loc": 0.05848446022719145, "loss_sem_seg": 0.23089676070958376, "lr": 0.002, "mask_rcnn/accuracy": 0.9161121896110724, "mask_rcnn/false_negative": 0.07477555775045086, "mask_rcnn/false_positive": 0.11303885324371754, "roi_head/num_bg_samples": 460.0, "roi_head/num_fg_samples": 52.0, "rpn/num_neg_anchors": 235.5, "rpn/num_pos_anchors": 20.5, "time": 0.569939835491823, "total_loss": 0.8810541109342012} {"data_time": 0.012321717498707585, "eta_seconds": 24359.910257050462, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.25394931709725194, "fast_rcnn/fg_cls_accuracy": 0.7110122886821917, "iteration": 227179, "loss_box_reg": 0.20831560855731368, "loss_cls": 0.1646786192432046, "loss_mask": 0.22791111283004284, "loss_rpn_cls": 0.027930209078476764, "loss_rpn_loc": 0.062098221911583096, "loss_sem_seg": 0.21215244010090828, "lr": 0.002, "mask_rcnn/accuracy": 0.8978618108082395, "mask_rcnn/false_negative": 0.09288205136654673, "mask_rcnn/false_positive": 0.09867410777987973, "roi_head/num_bg_samples": 456.75, "roi_head/num_fg_samples": 55.25, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 0.5728333380102413, "total_loss": 0.9270186641078908} {"data_time": 0.012813337496481836, "eta_seconds": 24352.78190202982, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.29320987654320985, "fast_rcnn/fg_cls_accuracy": 0.7006172839506173, "iteration": 227199, "loss_box_reg": 0.20657558226957917, "loss_cls": 0.16524407034739852, "loss_mask": 0.23210911871865392, "loss_rpn_cls": 0.02911430258245673, "loss_rpn_loc": 0.05605631909566, "loss_sem_seg": 0.2359917527064681, "lr": 0.002, "mask_rcnn/accuracy": 0.8972269463340892, "mask_rcnn/false_negative": 0.09814734096689282, "mask_rcnn/false_positive": 0.10868552844779367, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5852685594873037, "total_loss": 0.9726122279953415} {"data_time": 0.011940259500988759, "eta_seconds": 24338.053701697165, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.2549561072030696, "fast_rcnn/fg_cls_accuracy": 0.742616708330911, "iteration": 227219, "loss_box_reg": 0.20255567552521825, "loss_cls": 0.16601832315791398, "loss_mask": 0.23547569941729307, "loss_rpn_cls": 0.028016034979373217, "loss_rpn_loc": 0.0598146143311169, "loss_sem_seg": 0.21855767676606774, "lr": 0.002, "mask_rcnn/accuracy": 0.8881292804283876, "mask_rcnn/false_negative": 0.10137833255117858, "mask_rcnn/false_positive": 0.12836511111152, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5647998354979791, "total_loss": 0.9101818301023741} {"data_time": 0.012307843004236929, "eta_seconds": 24336.968215234767, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.24662162162162163, "fast_rcnn/fg_cls_accuracy": 0.7024408848207475, "iteration": 227239, "loss_box_reg": 0.2133277291432023, "loss_cls": 0.16458993451669812, "loss_mask": 0.2281649485230446, "loss_rpn_cls": 0.03031237245158991, "loss_rpn_loc": 0.06458068359643221, "loss_sem_seg": 0.20233826257754117, "lr": 0.002, "mask_rcnn/accuracy": 0.9106161424370826, "mask_rcnn/false_negative": 0.0811721539872126, "mask_rcnn/false_positive": 0.10460496242968267, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5734319594921544, "total_loss": 0.9167172762827249} {"data_time": 0.012538164999568835, "eta_seconds": 24351.996460436523, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.2377464279254838, "fast_rcnn/fg_cls_accuracy": 0.7383862567204301, "iteration": 227259, "loss_box_reg": 0.21213469933718443, "loss_cls": 0.16696710023097694, "loss_mask": 0.2253618473187089, "loss_rpn_cls": 0.021949986468825955, "loss_rpn_loc": 0.0659293660428375, "loss_sem_seg": 0.19532431475818157, "lr": 0.002, "mask_rcnn/accuracy": 0.9096051788373626, "mask_rcnn/false_negative": 0.08648050594454994, "mask_rcnn/false_positive": 0.10069883779720842, "roi_head/num_bg_samples": 430.75, "roi_head/num_fg_samples": 81.25, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5790186849917518, "total_loss": 0.8905348145372045} {"data_time": 0.01172928100277204, "eta_seconds": 24347.76558260474, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.2674789996486633, "fast_rcnn/fg_cls_accuracy": 0.6970996576645112, "iteration": 227279, "loss_box_reg": 0.2334545119665563, "loss_cls": 0.1769006939139217, "loss_mask": 0.232276008464396, "loss_rpn_cls": 0.025360156025271863, "loss_rpn_loc": 0.05531461536884308, "loss_sem_seg": 0.23109073238447309, "lr": 0.002, "mask_rcnn/accuracy": 0.8937515555002489, "mask_rcnn/false_negative": 0.10389471504637485, "mask_rcnn/false_positive": 0.0994901986025985, "roi_head/num_bg_samples": 416.25, "roi_head/num_fg_samples": 95.75, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.5754846299969358, "total_loss": 0.9675041250975482} {"data_time": 0.012321148984483443, "eta_seconds": 24329.20616871622, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.20619469026548673, "fast_rcnn/fg_cls_accuracy": 0.7640297202797203, "iteration": 227299, "loss_box_reg": 0.20586041314527392, "loss_cls": 0.16716888424707577, "loss_mask": 0.2229408072307706, "loss_rpn_cls": 0.03028357848234009, "loss_rpn_loc": 0.07424328476190567, "loss_sem_seg": 0.20957488706335425, "lr": 0.002, "mask_rcnn/accuracy": 0.90416567404209, "mask_rcnn/false_negative": 0.0841783027777723, "mask_rcnn/false_positive": 0.09714586277298999, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5604716050002025, "total_loss": 0.9163778295915108} {"data_time": 0.012055653001880273, "eta_seconds": 24316.754241447605, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.296551724137931, "fast_rcnn/fg_cls_accuracy": 0.6695926966292135, "iteration": 227319, "loss_box_reg": 0.21082539553754032, "loss_cls": 0.16719856206327677, "loss_mask": 0.22206029668450356, "loss_rpn_cls": 0.026853072178710136, "loss_rpn_loc": 0.06246944083250128, "loss_sem_seg": 0.22970946272835135, "lr": 0.002, "mask_rcnn/accuracy": 0.9026489649337193, "mask_rcnn/false_negative": 0.08553222722347614, "mask_rcnn/false_positive": 0.11227476087185917, "roi_head/num_bg_samples": 432.5, "roi_head/num_fg_samples": 79.5, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5669359020103002, "total_loss": 0.9274304403879796} {"data_time": 0.014025626005604863, "eta_seconds": 24288.84227490802, "fast_rcnn/cls_accuracy": 0.95654296875, "fast_rcnn/false_negative": 0.17092457420924573, "fast_rcnn/fg_cls_accuracy": 0.7705397301349326, "iteration": 227339, "loss_box_reg": 0.19834755128249526, "loss_cls": 0.15778062015306205, "loss_mask": 0.21955155674368143, "loss_rpn_cls": 0.02632721179361397, "loss_rpn_loc": 0.06042062974302098, "loss_sem_seg": 0.2325235172174871, "lr": 0.002, "mask_rcnn/accuracy": 0.9200468281253474, "mask_rcnn/false_negative": 0.09460641248305718, "mask_rcnn/false_positive": 0.10138339061678726, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 234.25, "rpn/num_pos_anchors": 21.75, "time": 0.5677594800072256, "total_loss": 0.8784604807788128} {"data_time": 0.011921233483008109, "eta_seconds": 24271.73995965517, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.26352509179926564, "fast_rcnn/fg_cls_accuracy": 0.7079857265903777, "iteration": 227359, "loss_box_reg": 0.20719608815852553, "loss_cls": 0.16852285084314644, "loss_mask": 0.23776633571833372, "loss_rpn_cls": 0.028506244816526305, "loss_rpn_loc": 0.07309963798616081, "loss_sem_seg": 0.23568658623844385, "lr": 0.002, "mask_rcnn/accuracy": 0.8932844715023252, "mask_rcnn/false_negative": 0.09190654284347585, "mask_rcnn/false_positive": 0.10305114392532772, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5758852714934619, "total_loss": 0.959784501552349} {"data_time": 0.011764697497710586, "eta_seconds": 24258.192291661762, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.25156521739130433, "fast_rcnn/fg_cls_accuracy": 0.7230808423913043, "iteration": 227379, "loss_box_reg": 0.20091788633726537, "loss_cls": 0.15789366560056806, "loss_mask": 0.23565363977104425, "loss_rpn_cls": 0.02588272959110327, "loss_rpn_loc": 0.05673701781051932, "loss_sem_seg": 0.21093806182034314, "lr": 0.002, "mask_rcnn/accuracy": 0.9039171770540113, "mask_rcnn/false_negative": 0.09426248693757303, "mask_rcnn/false_positive": 0.10498169250883, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.563283177500125, "total_loss": 0.8775303543079644} {"data_time": 0.011976124485954642, "eta_seconds": 24245.510644510272, "fast_rcnn/cls_accuracy": 0.95703125, "fast_rcnn/false_negative": 0.1983662767244857, "fast_rcnn/fg_cls_accuracy": 0.7660804429246051, "iteration": 227399, "loss_box_reg": 0.19017638126388192, "loss_cls": 0.14472539047710598, "loss_mask": 0.22181287594139576, "loss_rpn_cls": 0.025821064595220378, "loss_rpn_loc": 0.06420560885453597, "loss_sem_seg": 0.23975009727291763, "lr": 0.002, "mask_rcnn/accuracy": 0.9142717633928572, "mask_rcnn/false_negative": 0.09684444649451275, "mask_rcnn/false_positive": 0.0924772012626276, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5672402629861608, "total_loss": 0.8916371712984983} {"data_time": 0.011907653519301675, "eta_seconds": 24224.27396909766, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.25, "fast_rcnn/fg_cls_accuracy": 0.7204861111111112, "iteration": 227419, "loss_box_reg": 0.20013201097026467, "loss_cls": 0.16497323312796652, "loss_mask": 0.22564259031787515, "loss_rpn_cls": 0.02664678589644609, "loss_rpn_loc": 0.0637614136794582, "loss_sem_seg": 0.2346248715184629, "lr": 0.002, "mask_rcnn/accuracy": 0.9032428939305619, "mask_rcnn/false_negative": 0.08525383148838026, "mask_rcnn/false_positive": 0.1102474754105751, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5645429919968592, "total_loss": 0.9248872514872346} {"data_time": 0.011643588004517369, "eta_seconds": 24224.042657971804, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.24074074074074073, "fast_rcnn/fg_cls_accuracy": 0.7035412605588045, "iteration": 227439, "loss_box_reg": 0.198639044072479, "loss_cls": 0.16990351723507047, "loss_mask": 0.22474413784220815, "loss_rpn_cls": 0.021663917315891013, "loss_rpn_loc": 0.04744716879213229, "loss_sem_seg": 0.2361538652330637, "lr": 0.002, "mask_rcnn/accuracy": 0.897254922967361, "mask_rcnn/false_negative": 0.08994712136043756, "mask_rcnn/false_positive": 0.1193690633420576, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5744497920095455, "total_loss": 0.9090542220073985} {"data_time": 0.01435111449973192, "eta_seconds": 24218.837165077697, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.19130743051616564, "fast_rcnn/fg_cls_accuracy": 0.7845380174947764, "iteration": 227459, "loss_box_reg": 0.21763445588294417, "loss_cls": 0.16995874023996294, "loss_mask": 0.22727067861706018, "loss_rpn_cls": 0.023109812951588538, "loss_rpn_loc": 0.06081790316966362, "loss_sem_seg": 0.2379515334032476, "lr": 0.002, "mask_rcnn/accuracy": 0.9110025891173149, "mask_rcnn/false_negative": 0.0907654254773061, "mask_rcnn/false_positive": 0.09537846609264283, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5726360119879246, "total_loss": 0.9455909574753605} {"data_time": 0.012791184999514371, "eta_seconds": 24220.658625586555, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.1950137104921345, "fast_rcnn/fg_cls_accuracy": 0.781617556023276, "iteration": 227479, "loss_box_reg": 0.19555394002236426, "loss_cls": 0.16520472732372582, "loss_mask": 0.22025358257815242, "loss_rpn_cls": 0.03122433153930615, "loss_rpn_loc": 0.06264544650912285, "loss_sem_seg": 0.22154564689844847, "lr": 0.002, "mask_rcnn/accuracy": 0.9002107092837135, "mask_rcnn/false_negative": 0.07729188148664286, "mask_rcnn/false_positive": 0.11651930164982072, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5606456319947029, "total_loss": 0.9011670072941342} {"data_time": 0.012084747999324463, "eta_seconds": 24188.59763626044, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.2344263929034187, "fast_rcnn/fg_cls_accuracy": 0.7576995913485498, "iteration": 227499, "loss_box_reg": 0.20815004454925656, "loss_cls": 0.16843982134014368, "loss_mask": 0.2211805060505867, "loss_rpn_cls": 0.02703533177555073, "loss_rpn_loc": 0.05826351454015821, "loss_sem_seg": 0.22555707837454975, "lr": 0.002, "mask_rcnn/accuracy": 0.901856501151981, "mask_rcnn/false_negative": 0.07953998504073904, "mask_rcnn/false_positive": 0.09556635239147931, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5612829089950537, "total_loss": 0.9020709713295219} {"data_time": 0.012633171994821168, "eta_seconds": 24170.70928202913, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.2066430793631428, "fast_rcnn/fg_cls_accuracy": 0.751210328133405, "iteration": 227519, "loss_box_reg": 0.2119739386253059, "loss_cls": 0.17081876355223358, "loss_mask": 0.22949123289436102, "loss_rpn_cls": 0.029266840952914208, "loss_rpn_loc": 0.061472939618397504, "loss_sem_seg": 0.22753630904480815, "lr": 0.002, "mask_rcnn/accuracy": 0.9014790065109406, "mask_rcnn/false_negative": 0.09440395993401034, "mask_rcnn/false_positive": 0.10950898612657357, "roi_head/num_bg_samples": 428.25, "roi_head/num_fg_samples": 83.75, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5664462084969273, "total_loss": 0.9273484005825594} {"data_time": 0.012997521000215784, "eta_seconds": 24159.329743279086, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.2556573275862069, "fast_rcnn/fg_cls_accuracy": 0.7242241379310345, "iteration": 227539, "loss_box_reg": 0.23931822646409273, "loss_cls": 0.17935407301411033, "loss_mask": 0.2359415264800191, "loss_rpn_cls": 0.03154568708851002, "loss_rpn_loc": 0.05889277963433415, "loss_sem_seg": 0.23039226885885, "lr": 0.002, "mask_rcnn/accuracy": 0.8981104039553967, "mask_rcnn/false_negative": 0.09135718745511968, "mask_rcnn/false_positive": 0.10440767010841016, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5711391585064121, "total_loss": 0.968368568472215} {"data_time": 0.011900449506356381, "eta_seconds": 24157.89769535717, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.2825324518261711, "fast_rcnn/fg_cls_accuracy": 0.7120808816661996, "iteration": 227559, "loss_box_reg": 0.21311679994687438, "loss_cls": 0.16618273127824068, "loss_mask": 0.222928699105978, "loss_rpn_cls": 0.030034488529054215, "loss_rpn_loc": 0.07162022855482064, "loss_sem_seg": 0.23579204292036593, "lr": 0.002, "mask_rcnn/accuracy": 0.8975702041957936, "mask_rcnn/false_negative": 0.09020429859514062, "mask_rcnn/false_positive": 0.11711442708687923, "roi_head/num_bg_samples": 425.75, "roi_head/num_fg_samples": 86.25, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.5740905489947181, "total_loss": 0.9631732826856023} {"data_time": 0.012267732512555085, "eta_seconds": 24136.570665779, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.2626472626472627, "fast_rcnn/fg_cls_accuracy": 0.6866446436998583, "iteration": 227579, "loss_box_reg": 0.20068961172364652, "loss_cls": 0.16099372459575534, "loss_mask": 0.22758984519168735, "loss_rpn_cls": 0.027472987334476784, "loss_rpn_loc": 0.06108607360511087, "loss_sem_seg": 0.23286839202046394, "lr": 0.002, "mask_rcnn/accuracy": 0.9085924060716241, "mask_rcnn/false_negative": 0.08530261697661828, "mask_rcnn/false_positive": 0.10738880754298173, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.5621037919918308, "total_loss": 0.9032949274405837} {"data_time": 0.012197791496873833, "eta_seconds": 24132.976968131916, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.24712934819317797, "fast_rcnn/fg_cls_accuracy": 0.7261089073205914, "iteration": 227599, "loss_box_reg": 0.18229854060336947, "loss_cls": 0.15770185086876154, "loss_mask": 0.2170074414461851, "loss_rpn_cls": 0.023118587996577844, "loss_rpn_loc": 0.051372371293837205, "loss_sem_seg": 0.24004382931161672, "lr": 0.002, "mask_rcnn/accuracy": 0.9118552497580059, "mask_rcnn/false_negative": 0.08126318564964918, "mask_rcnn/false_positive": 0.09681317835958281, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 235.25, "rpn/num_pos_anchors": 20.75, "time": 0.5615954949898878, "total_loss": 0.9053141829572269} {"data_time": 0.012386615999275818, "eta_seconds": 24127.748240360073, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.21945646945646946, "fast_rcnn/fg_cls_accuracy": 0.750234375, "iteration": 227619, "loss_box_reg": 0.20874898531474173, "loss_cls": 0.16089462884701788, "loss_mask": 0.20628745760768652, "loss_rpn_cls": 0.02393802361075359, "loss_rpn_loc": 0.060552339695277624, "loss_sem_seg": 0.21637428971007466, "lr": 0.002, "mask_rcnn/accuracy": 0.9153640033642425, "mask_rcnn/false_negative": 0.08422474925716518, "mask_rcnn/false_positive": 0.08536436523395577, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5792124879808398, "total_loss": 0.8923058065993246} {"data_time": 0.011896853495272808, "eta_seconds": 24106.805102184546, "fast_rcnn/cls_accuracy": 0.95947265625, "fast_rcnn/false_negative": 0.23310591293047433, "fast_rcnn/fg_cls_accuracy": 0.709263015551048, "iteration": 227639, "loss_box_reg": 0.1913450041320175, "loss_cls": 0.16133532114326954, "loss_mask": 0.22552881110459566, "loss_rpn_cls": 0.021319429951290658, "loss_rpn_loc": 0.060464280511951074, "loss_sem_seg": 0.19032096210867167, "lr": 0.002, "mask_rcnn/accuracy": 0.9129248614146204, "mask_rcnn/false_negative": 0.08155436037135358, "mask_rcnn/false_positive": 0.09265473567057067, "roi_head/num_bg_samples": 460.25, "roi_head/num_fg_samples": 51.75, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5555765220051399, "total_loss": 0.8347863892486203} {"data_time": 0.012238640498253517, "eta_seconds": 24095.42349877472, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.23740609809986743, "fast_rcnn/fg_cls_accuracy": 0.7419354838709677, "iteration": 227659, "loss_box_reg": 0.20476177497766912, "loss_cls": 0.1673143832013011, "loss_mask": 0.2344073774293065, "loss_rpn_cls": 0.02607069251826033, "loss_rpn_loc": 0.0685143957962282, "loss_sem_seg": 0.22308296989649534, "lr": 0.002, "mask_rcnn/accuracy": 0.9104446499133481, "mask_rcnn/false_negative": 0.08533817311203275, "mask_rcnn/false_positive": 0.09160413929774264, "roi_head/num_bg_samples": 458.0, "roi_head/num_fg_samples": 54.0, "rpn/num_neg_anchors": 236.0, "rpn/num_pos_anchors": 20.0, "time": 0.5651839350030059, "total_loss": 0.9531718647922389} {"data_time": 0.012290529019082896, "eta_seconds": 24116.21681671092, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.2421697987471678, "fast_rcnn/fg_cls_accuracy": 0.7427419354838709, "iteration": 227679, "loss_box_reg": 0.20200482773361728, "loss_cls": 0.15839667990803719, "loss_mask": 0.23496644105762243, "loss_rpn_cls": 0.02430022233602358, "loss_rpn_loc": 0.051987237471621484, "loss_sem_seg": 0.23382108937948942, "lr": 0.002, "mask_rcnn/accuracy": 0.8995315138466734, "mask_rcnn/false_negative": 0.08342736561135923, "mask_rcnn/false_positive": 0.11286001694928048, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5781967865041224, "total_loss": 0.9152610823257419} {"data_time": 0.01267011598974932, "eta_seconds": 24073.557094757052, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.249507210291524, "fast_rcnn/fg_cls_accuracy": 0.7429971988795518, "iteration": 227699, "loss_box_reg": 0.20132246450521052, "loss_cls": 0.16445755027234554, "loss_mask": 0.2271034624427557, "loss_rpn_cls": 0.029954210895084543, "loss_rpn_loc": 0.07148916297592223, "loss_sem_seg": 0.22747170785441995, "lr": 0.002, "mask_rcnn/accuracy": 0.9094080319874985, "mask_rcnn/false_negative": 0.08180300265625215, "mask_rcnn/false_positive": 0.09676647335347938, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5644256040104665, "total_loss": 0.9129076164608705} {"data_time": 0.011883725499501452, "eta_seconds": 24064.677700752, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.25335365853658537, "fast_rcnn/fg_cls_accuracy": 0.7404725609756098, "iteration": 227719, "loss_box_reg": 0.18965003173798323, "loss_cls": 0.1546937091043219, "loss_mask": 0.22461397666484118, "loss_rpn_cls": 0.023667942037718603, "loss_rpn_loc": 0.06632527812325861, "loss_sem_seg": 0.25772925559431314, "lr": 0.002, "mask_rcnn/accuracy": 0.8986882839073129, "mask_rcnn/false_negative": 0.09071853469797914, "mask_rcnn/false_positive": 0.0979019303201411, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5690559045033297, "total_loss": 0.9200318631483242} {"data_time": 0.012989681490580551, "eta_seconds": 24057.678497134504, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.2670760233918129, "fast_rcnn/fg_cls_accuracy": 0.7223028042547313, "iteration": 227739, "loss_box_reg": 0.1933689669240266, "loss_cls": 0.1507585437502712, "loss_mask": 0.2195223735179752, "loss_rpn_cls": 0.027197792054721504, "loss_rpn_loc": 0.058959261630661786, "loss_sem_seg": 0.23269192082807422, "lr": 0.002, "mask_rcnn/accuracy": 0.9012412571484638, "mask_rcnn/false_negative": 0.09706841590172278, "mask_rcnn/false_positive": 0.11026898695817658, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5690647374867694, "total_loss": 0.8892905811662786} {"data_time": 0.01330132748989854, "eta_seconds": 24041.911278292027, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.24753079411931656, "fast_rcnn/fg_cls_accuracy": 0.7443475806704506, "iteration": 227759, "loss_box_reg": 0.22182846872601658, "loss_cls": 0.1768988030962646, "loss_mask": 0.23331812443211675, "loss_rpn_cls": 0.030020696227438748, "loss_rpn_loc": 0.054561605444177985, "loss_sem_seg": 0.23648708662949502, "lr": 0.002, "mask_rcnn/accuracy": 0.898733216970999, "mask_rcnn/false_negative": 0.080349080129072, "mask_rcnn/false_positive": 0.12623569933340428, "roi_head/num_bg_samples": 431.75, "roi_head/num_fg_samples": 80.25, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.5697364605002804, "total_loss": 0.9836827252293006} {"data_time": 0.011740084504708648, "eta_seconds": 24034.907925215113, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.2638899445162271, "fast_rcnn/fg_cls_accuracy": 0.7148595025325031, "iteration": 227779, "loss_box_reg": 0.18818292021751404, "loss_cls": 0.15502194548025727, "loss_mask": 0.2230103937909007, "loss_rpn_cls": 0.02369846883811988, "loss_rpn_loc": 0.051180997586925514, "loss_sem_seg": 0.20347272511571646, "lr": 0.002, "mask_rcnn/accuracy": 0.8958562017289406, "mask_rcnn/false_negative": 0.09618101448310276, "mask_rcnn/false_positive": 0.12464973392633358, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5599391574942274, "total_loss": 0.8876060421025613} {"data_time": 0.013073680995148607, "eta_seconds": 24047.83596517137, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.2505541871921182, "fast_rcnn/fg_cls_accuracy": 0.7433974257111076, "iteration": 227799, "loss_box_reg": 0.21164216590113938, "loss_cls": 0.17578108957968652, "loss_mask": 0.23606433672830462, "loss_rpn_cls": 0.026076968399138423, "loss_rpn_loc": 0.06967266800347716, "loss_sem_seg": 0.19589037541300058, "lr": 0.002, "mask_rcnn/accuracy": 0.8926480619720416, "mask_rcnn/false_negative": 0.09158270459323772, "mask_rcnn/false_positive": 0.10883882232196956, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5788984174869256, "total_loss": 0.934840891713975} {"data_time": 0.012942322515300475, "eta_seconds": 24050.853416338097, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.24890625, "fast_rcnn/fg_cls_accuracy": 0.7467414183937824, "iteration": 227819, "loss_box_reg": 0.20422475575469434, "loss_cls": 0.17336077569052577, "loss_mask": 0.2203604569658637, "loss_rpn_cls": 0.03032027841254603, "loss_rpn_loc": 0.07218137342715636, "loss_sem_seg": 0.21481384546495974, "lr": 0.002, "mask_rcnn/accuracy": 0.9136546192636783, "mask_rcnn/false_negative": 0.07146842625066853, "mask_rcnn/false_positive": 0.10322357501404181, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5869949980115052, "total_loss": 0.9331122151234013} {"data_time": 0.012453270988771692, "eta_seconds": 24041.07375164579, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.220805415014358, "fast_rcnn/fg_cls_accuracy": 0.7489509992176944, "iteration": 227839, "loss_box_reg": 0.20048979949206114, "loss_cls": 0.16522193048149347, "loss_mask": 0.2271105838008225, "loss_rpn_cls": 0.026122033970750635, "loss_rpn_loc": 0.0550819422933273, "loss_sem_seg": 0.2006160798482597, "lr": 0.002, "mask_rcnn/accuracy": 0.8911008532200759, "mask_rcnn/false_negative": 0.09803664241306606, "mask_rcnn/false_positive": 0.11565553258396724, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 235.0, "rpn/num_pos_anchors": 21.0, "time": 0.5564688885206124, "total_loss": 0.8732172286036075} {"data_time": 0.012801539502106607, "eta_seconds": 24032.249631905535, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.2781986531986532, "fast_rcnn/fg_cls_accuracy": 0.7048738833420914, "iteration": 227859, "loss_box_reg": 0.21856935136020184, "loss_cls": 0.17210411606356502, "loss_mask": 0.2316905790939927, "loss_rpn_cls": 0.028832240619522054, "loss_rpn_loc": 0.05985659689758904, "loss_sem_seg": 0.2283979607746005, "lr": 0.002, "mask_rcnn/accuracy": 0.896471067299459, "mask_rcnn/false_negative": 0.09451680656300909, "mask_rcnn/false_positive": 0.09957225555983992, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5569089499913389, "total_loss": 0.9152724074986054} {"data_time": 0.011360745003912598, "eta_seconds": 24012.694801803314, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.2913474972298502, "fast_rcnn/fg_cls_accuracy": 0.7069701280227596, "iteration": 227879, "loss_box_reg": 0.2034747856669128, "loss_cls": 0.1723968512378633, "loss_mask": 0.2227165186777711, "loss_rpn_cls": 0.02673967947703204, "loss_rpn_loc": 0.060889478598255664, "loss_sem_seg": 0.24225071957334876, "lr": 0.002, "mask_rcnn/accuracy": 0.902529212331231, "mask_rcnn/false_negative": 0.08567397649213233, "mask_rcnn/false_positive": 0.09818004127001814, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5530608565022703, "total_loss": 0.9071148622679175} {"data_time": 0.012506419996498153, "eta_seconds": 24006.860511326566, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.258968850698174, "fast_rcnn/fg_cls_accuracy": 0.7302040816326532, "iteration": 227899, "loss_box_reg": 0.22705298755317926, "loss_cls": 0.1863718875683844, "loss_mask": 0.24477976467460394, "loss_rpn_cls": 0.026615960043272935, "loss_rpn_loc": 0.05995179765159264, "loss_sem_seg": 0.2348854634910822, "lr": 0.002, "mask_rcnn/accuracy": 0.9017131654249002, "mask_rcnn/false_negative": 0.07490061624775605, "mask_rcnn/false_positive": 0.10661261450731631, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5815579020127188, "total_loss": 0.97347612759404} {"data_time": 0.012401143496390432, "eta_seconds": 23982.66557852096, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.2636529680365297, "fast_rcnn/fg_cls_accuracy": 0.7001250781738586, "iteration": 227919, "loss_box_reg": 0.193561933003366, "loss_cls": 0.158694485318847, "loss_mask": 0.2086416371166706, "loss_rpn_cls": 0.027821984294860158, "loss_rpn_loc": 0.06022798697813414, "loss_sem_seg": 0.20939560560509562, "lr": 0.002, "mask_rcnn/accuracy": 0.9063261517604151, "mask_rcnn/false_negative": 0.07305798412592959, "mask_rcnn/false_positive": 0.11398370139076236, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5679503165010829, "total_loss": 0.8407748475292465} {"data_time": 0.0130145614821231, "eta_seconds": 23960.71697838926, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.2347475258659469, "fast_rcnn/fg_cls_accuracy": 0.7521929824561404, "iteration": 227939, "loss_box_reg": 0.21724559715949, "loss_cls": 0.16635976592078805, "loss_mask": 0.2286588605493307, "loss_rpn_cls": 0.027983239633613266, "loss_rpn_loc": 0.06163719604955986, "loss_sem_seg": 0.21693896781653166, "lr": 0.002, "mask_rcnn/accuracy": 0.9061384843328534, "mask_rcnn/false_negative": 0.10140938893766224, "mask_rcnn/false_positive": 0.09925515695415188, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5567652075114893, "total_loss": 0.9137328546203207} {"data_time": 0.01297435798915103, "eta_seconds": 23932.440351577854, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.2837104594781805, "fast_rcnn/fg_cls_accuracy": 0.6921192416887993, "iteration": 227959, "loss_box_reg": 0.2284711506217718, "loss_cls": 0.18794735637493432, "loss_mask": 0.24206653470173478, "loss_rpn_cls": 0.027883947390364483, "loss_rpn_loc": 0.07621385487436783, "loss_sem_seg": 0.2464566248236224, "lr": 0.002, "mask_rcnn/accuracy": 0.8987224889025551, "mask_rcnn/false_negative": 0.0814448251381386, "mask_rcnn/false_positive": 0.11400679180526879, "roi_head/num_bg_samples": 427.25, "roi_head/num_fg_samples": 84.75, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5530938564916141, "total_loss": 0.981760305701755} {"data_time": 0.013016493510804139, "eta_seconds": 23921.05506561816, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.3001707513057453, "fast_rcnn/fg_cls_accuracy": 0.6668200836820084, "iteration": 227979, "loss_box_reg": 0.20903694536536932, "loss_cls": 0.17995268059894443, "loss_mask": 0.2352741677314043, "loss_rpn_cls": 0.029710592090850696, "loss_rpn_loc": 0.06951572038815357, "loss_sem_seg": 0.24873490165919065, "lr": 0.002, "mask_rcnn/accuracy": 0.8947146858370492, "mask_rcnn/false_negative": 0.08381212835906646, "mask_rcnn/false_positive": 0.10909706193915424, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.564204846508801, "total_loss": 0.9747713094820938} {"data_time": 0.012399933504639193, "eta_seconds": 23926.537025019075, "fast_rcnn/cls_accuracy": 0.9599609375, "fast_rcnn/false_negative": 0.25828133862733976, "fast_rcnn/fg_cls_accuracy": 0.7240008672400087, "iteration": 227999, "loss_box_reg": 0.22029719164129347, "loss_cls": 0.16723786038346589, "loss_mask": 0.22010626085102558, "loss_rpn_cls": 0.028596123276656726, "loss_rpn_loc": 0.07456958369584754, "loss_sem_seg": 0.22704828577116132, "lr": 0.002, "mask_rcnn/accuracy": 0.903572613517869, "mask_rcnn/false_negative": 0.08989110199793737, "mask_rcnn/false_positive": 0.10936494049528665, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5750878419930814, "total_loss": 0.9379439484764589} {"data_time": 0.012406757494318299, "eta_seconds": 23906.60055205156, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.22893277734500297, "fast_rcnn/fg_cls_accuracy": 0.7051708633093525, "iteration": 228019, "loss_box_reg": 0.19302349642384797, "loss_cls": 0.1592087495373562, "loss_mask": 0.22595499851740897, "loss_rpn_cls": 0.022507464134832844, "loss_rpn_loc": 0.055351347487885505, "loss_sem_seg": 0.22007678914815187, "lr": 0.002, "mask_rcnn/accuracy": 0.9065986186790834, "mask_rcnn/false_negative": 0.08529901271431688, "mask_rcnn/false_positive": 0.11086630405570821, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5609251385030802, "total_loss": 0.8949598276522011} {"data_time": 0.013800572996842675, "eta_seconds": 23886.899207739072, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.26304837870643316, "fast_rcnn/fg_cls_accuracy": 0.7106334473212832, "iteration": 228039, "loss_box_reg": 0.21899170381948352, "loss_cls": 0.17800760187674314, "loss_mask": 0.2499403301626444, "loss_rpn_cls": 0.0264452152478043, "loss_rpn_loc": 0.05929621687391773, "loss_sem_seg": 0.20947514660656452, "lr": 0.002, "mask_rcnn/accuracy": 0.8724143632136399, "mask_rcnn/false_negative": 0.12370825609888789, "mask_rcnn/false_positive": 0.11629242256645247, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5697466665151296, "total_loss": 0.9573274421272799} {"data_time": 0.011585302505409345, "eta_seconds": 23850.91493821422, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.2512335770762737, "fast_rcnn/fg_cls_accuracy": 0.7171798029556651, "iteration": 228059, "loss_box_reg": 0.20147048914805055, "loss_cls": 0.17337919306010008, "loss_mask": 0.22685651574283838, "loss_rpn_cls": 0.026511906209634617, "loss_rpn_loc": 0.058267180327675305, "loss_sem_seg": 0.23569303378462791, "lr": 0.002, "mask_rcnn/accuracy": 0.9144677742892029, "mask_rcnn/false_negative": 0.08055828968926013, "mask_rcnn/false_positive": 0.09471767636322029, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5576890385127626, "total_loss": 0.9614435482253612} {"data_time": 0.013232390498160385, "eta_seconds": 23825.10947122227, "fast_rcnn/cls_accuracy": 0.95654296875, "fast_rcnn/false_negative": 0.25844385499557915, "fast_rcnn/fg_cls_accuracy": 0.7282943349753694, "iteration": 228079, "loss_box_reg": 0.2093719590920955, "loss_cls": 0.16826311947079375, "loss_mask": 0.22439747024327517, "loss_rpn_cls": 0.024541891707485775, "loss_rpn_loc": 0.06429501491948031, "loss_sem_seg": 0.22584281535819173, "lr": 0.002, "mask_rcnn/accuracy": 0.9007433605647892, "mask_rcnn/false_negative": 0.0734484876844983, "mask_rcnn/false_positive": 0.10504426235757111, "roi_head/num_bg_samples": 456.25, "roi_head/num_fg_samples": 55.75, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.563742190002813, "total_loss": 0.9392815381543187} {"data_time": 0.012829839499318041, "eta_seconds": 23794.008455745367, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.28610248447204967, "fast_rcnn/fg_cls_accuracy": 0.6944927536231884, "iteration": 228099, "loss_box_reg": 0.1995837944559753, "loss_cls": 0.15415348950773478, "loss_mask": 0.2236645189113915, "loss_rpn_cls": 0.025308970361948013, "loss_rpn_loc": 0.06286854358040728, "loss_sem_seg": 0.21899842470884323, "lr": 0.002, "mask_rcnn/accuracy": 0.899748297015283, "mask_rcnn/false_negative": 0.08784461858403907, "mask_rcnn/false_positive": 0.11486547076361198, "roi_head/num_bg_samples": 431.5, "roi_head/num_fg_samples": 80.5, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5652321264933562, "total_loss": 0.8891559979092563} {"data_time": 0.01273340500483755, "eta_seconds": 23780.208076532726, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.29918462712187677, "fast_rcnn/fg_cls_accuracy": 0.6792167334223409, "iteration": 228119, "loss_box_reg": 0.20542753546033055, "loss_cls": 0.1672867857851088, "loss_mask": 0.23596200859174132, "loss_rpn_cls": 0.028009183472022414, "loss_rpn_loc": 0.0548245216923533, "loss_sem_seg": 0.21618462121114135, "lr": 0.002, "mask_rcnn/accuracy": 0.9081669238751563, "mask_rcnn/false_negative": 0.09568017337604898, "mask_rcnn/false_positive": 0.09516042365196101, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5625691210007062, "total_loss": 0.9238189142924966} {"data_time": 0.014188788496539928, "eta_seconds": 23763.16178548825, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.2643934771756614, "fast_rcnn/fg_cls_accuracy": 0.7210235928686128, "iteration": 228139, "loss_box_reg": 0.2024867821019143, "loss_cls": 0.17976727266795933, "loss_mask": 0.2300878087989986, "loss_rpn_cls": 0.02461944194510579, "loss_rpn_loc": 0.057964825769886374, "loss_sem_seg": 0.22857485245913267, "lr": 0.002, "mask_rcnn/accuracy": 0.8976130960533781, "mask_rcnn/false_negative": 0.09668943523519735, "mask_rcnn/false_positive": 0.10722245144569072, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5693357190029928, "total_loss": 0.9533606276309001} {"data_time": 0.013013732008403167, "eta_seconds": 23757.84664034743, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.2482039001026343, "fast_rcnn/fg_cls_accuracy": 0.7486315429353404, "iteration": 228159, "loss_box_reg": 0.20735232788138092, "loss_cls": 0.15111522236838937, "loss_mask": 0.22586042620241642, "loss_rpn_cls": 0.02499959622582537, "loss_rpn_loc": 0.07136592159804422, "loss_sem_seg": 0.2293494362384081, "lr": 0.002, "mask_rcnn/accuracy": 0.8954972424192349, "mask_rcnn/false_negative": 0.08449257850766649, "mask_rcnn/false_positive": 0.12114442190902507, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.5778145299991593, "total_loss": 0.9115371622028761} {"data_time": 0.012218999007018283, "eta_seconds": 23735.92801471005, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.3074811256005491, "fast_rcnn/fg_cls_accuracy": 0.692518874399451, "iteration": 228179, "loss_box_reg": 0.1817706055007875, "loss_cls": 0.14728997624479234, "loss_mask": 0.21845756843686104, "loss_rpn_cls": 0.0248598764592316, "loss_rpn_loc": 0.054140687512699515, "loss_sem_seg": 0.2101208451204002, "lr": 0.002, "mask_rcnn/accuracy": 0.9020488530778166, "mask_rcnn/false_negative": 0.07956546529806138, "mask_rcnn/false_positive": 0.10499860923391548, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.548308156998246, "total_loss": 0.8774502786545781} {"data_time": 0.012513406501966529, "eta_seconds": 23707.465867224397, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3072713879827423, "fast_rcnn/fg_cls_accuracy": 0.6532030227163103, "iteration": 228199, "loss_box_reg": 0.2022061722818762, "loss_cls": 0.16178761655464768, "loss_mask": 0.23413576046004891, "loss_rpn_cls": 0.027733625851396937, "loss_rpn_loc": 0.06274811096955091, "loss_sem_seg": 0.21686965646222234, "lr": 0.002, "mask_rcnn/accuracy": 0.8987319263656014, "mask_rcnn/false_negative": 0.09690872488305857, "mask_rcnn/false_positive": 0.10757376179424, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.5600816655060044, "total_loss": 0.872633829152619} {"data_time": 0.012135435492382385, "eta_seconds": 23701.550477140525, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.2408303520994163, "fast_rcnn/fg_cls_accuracy": 0.6922773837667455, "iteration": 228219, "loss_box_reg": 0.20372471155133098, "loss_cls": 0.1599356692750007, "loss_mask": 0.22245651204138994, "loss_rpn_cls": 0.025133823000942357, "loss_rpn_loc": 0.05670087315957062, "loss_sem_seg": 0.2208486320450902, "lr": 0.002, "mask_rcnn/accuracy": 0.9060838069195809, "mask_rcnn/false_negative": 0.08176063629586128, "mask_rcnn/false_positive": 0.09263195212505758, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 235.5, "rpn/num_pos_anchors": 20.5, "time": 0.5707901855057571, "total_loss": 0.9206914997776039} {"data_time": 0.0134491234930465, "eta_seconds": 23683.05208310696, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.26303030303030306, "fast_rcnn/fg_cls_accuracy": 0.7161862527716186, "iteration": 228239, "loss_box_reg": 0.20958613720722497, "loss_cls": 0.1605210318812169, "loss_mask": 0.2164114722982049, "loss_rpn_cls": 0.026882949227001518, "loss_rpn_loc": 0.0629301104490878, "loss_sem_seg": 0.21490673627704382, "lr": 0.002, "mask_rcnn/accuracy": 0.9078859296011983, "mask_rcnn/false_negative": 0.08266314011262152, "mask_rcnn/false_positive": 0.10002310480036576, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.5556023419921985, "total_loss": 0.8832593292991078} {"data_time": 0.012390364005113952, "eta_seconds": 23661.925618329988, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.1848201308139535, "fast_rcnn/fg_cls_accuracy": 0.785158518174428, "iteration": 228259, "loss_box_reg": 0.2131033429177478, "loss_cls": 0.15695024060551077, "loss_mask": 0.22323087602853775, "loss_rpn_cls": 0.027867445827723714, "loss_rpn_loc": 0.05850441998336464, "loss_sem_seg": 0.2194454912096262, "lr": 0.002, "mask_rcnn/accuracy": 0.9033819165803587, "mask_rcnn/false_negative": 0.08185897377681697, "mask_rcnn/false_positive": 0.10253885822432557, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.5660094459890388, "total_loss": 0.8991070874326397} {"data_time": 0.012702899985015392, "eta_seconds": 23640.712050400354, "fast_rcnn/cls_accuracy": 0.95947265625, "fast_rcnn/false_negative": 0.226010101010101, "fast_rcnn/fg_cls_accuracy": 0.7579079593468083, "iteration": 228279, "loss_box_reg": 0.2056086891097948, "loss_cls": 0.16359349503181875, "loss_mask": 0.22366936039179564, "loss_rpn_cls": 0.024427619791822508, "loss_rpn_loc": 0.05695582483895123, "loss_sem_seg": 0.23616145574487746, "lr": 0.002, "mask_rcnn/accuracy": 0.9042144261550774, "mask_rcnn/false_negative": 0.0942380777746602, "mask_rcnn/false_positive": 0.09410919040564253, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 237.5, "rpn/num_pos_anchors": 18.5, "time": 0.5690512774890522, "total_loss": 0.9263211275829235} {"data_time": 0.012470164496335201, "eta_seconds": 23636.604338969555, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.21767555087085277, "fast_rcnn/fg_cls_accuracy": 0.757786913209607, "iteration": 228299, "loss_box_reg": 0.21174420067109168, "loss_cls": 0.16688285185955465, "loss_mask": 0.2251069350168109, "loss_rpn_cls": 0.02599558538349811, "loss_rpn_loc": 0.053258264873875305, "loss_sem_seg": 0.20774511387571692, "lr": 0.002, "mask_rcnn/accuracy": 0.9097815574673334, "mask_rcnn/false_negative": 0.07693850048679102, "mask_rcnn/false_positive": 0.10752549165517628, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5670060595002724, "total_loss": 0.9137443777435692} {"data_time": 0.013098513998556882, "eta_seconds": 23629.262108148265, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.2689914289068921, "fast_rcnn/fg_cls_accuracy": 0.725020547141012, "iteration": 228319, "loss_box_reg": 0.22385314700659364, "loss_cls": 0.17345067905262113, "loss_mask": 0.22828558459877968, "loss_rpn_cls": 0.022394697240088135, "loss_rpn_loc": 0.060663794400170445, "loss_sem_seg": 0.2263720785267651, "lr": 0.002, "mask_rcnn/accuracy": 0.9054454322057812, "mask_rcnn/false_negative": 0.08802854891815957, "mask_rcnn/false_positive": 0.11050248852346517, "roi_head/num_bg_samples": 430.25, "roi_head/num_fg_samples": 81.75, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5765855749923503, "total_loss": 0.9404562664312834} {"data_time": 0.012740964986733161, "eta_seconds": 23620.780720163006, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.27191641182466875, "fast_rcnn/fg_cls_accuracy": 0.7011111111111111, "iteration": 228339, "loss_box_reg": 0.22291465767193586, "loss_cls": 0.17010056553408504, "loss_mask": 0.22529008518904448, "loss_rpn_cls": 0.028310113932093373, "loss_rpn_loc": 0.0522558247030247, "loss_sem_seg": 0.21240358846262097, "lr": 0.002, "mask_rcnn/accuracy": 0.8905013612587893, "mask_rcnn/false_negative": 0.0937915173141167, "mask_rcnn/false_positive": 0.11712354545678633, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 234.25, "rpn/num_pos_anchors": 21.75, "time": 0.5731971540080849, "total_loss": 0.9140634413161024} {"data_time": 0.01148076748359017, "eta_seconds": 23602.5956518796, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.2906561541411043, "fast_rcnn/fg_cls_accuracy": 0.6942471590909092, "iteration": 228359, "loss_box_reg": 0.19447946199215949, "loss_cls": 0.15939744981005788, "loss_mask": 0.22161198314279318, "loss_rpn_cls": 0.0253702212285134, "loss_rpn_loc": 0.05518294812645763, "loss_sem_seg": 0.24670444522053003, "lr": 0.002, "mask_rcnn/accuracy": 0.890208084942008, "mask_rcnn/false_negative": 0.1082396940060435, "mask_rcnn/false_positive": 0.13120353099726048, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.561594573489856, "total_loss": 0.8706988993289997} {"data_time": 0.01252610947994981, "eta_seconds": 23591.259422849616, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.2989273263609547, "fast_rcnn/fg_cls_accuracy": 0.6919437340153453, "iteration": 228379, "loss_box_reg": 0.20442267507314682, "loss_cls": 0.16013951506465673, "loss_mask": 0.2274803533218801, "loss_rpn_cls": 0.024870697408914566, "loss_rpn_loc": 0.05572865912108682, "loss_sem_seg": 0.20881876244675368, "lr": 0.002, "mask_rcnn/accuracy": 0.88914347699307, "mask_rcnn/false_negative": 0.10033451697371323, "mask_rcnn/false_positive": 0.11545850639365282, "roi_head/num_bg_samples": 430.75, "roi_head/num_fg_samples": 81.25, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5684238290123176, "total_loss": 0.9254828180855839} {"data_time": 0.01289587550854776, "eta_seconds": 23564.728719680672, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.2423679348282523, "fast_rcnn/fg_cls_accuracy": 0.7396885521885521, "iteration": 228399, "loss_box_reg": 0.2001016940921545, "loss_cls": 0.15693033812567592, "loss_mask": 0.21661728248000145, "loss_rpn_cls": 0.026445729716215283, "loss_rpn_loc": 0.06856952817179263, "loss_sem_seg": 0.20058015082031488, "lr": 0.002, "mask_rcnn/accuracy": 0.8990048782152007, "mask_rcnn/false_negative": 0.09531451053198678, "mask_rcnn/false_positive": 0.1175629900238388, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 193.75, "rpn/num_pos_anchors": 62.25, "time": 0.5624307474936359, "total_loss": 0.8868550834304187} {"data_time": 0.012456735508749261, "eta_seconds": 23568.586964789647, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.29362450415082, "fast_rcnn/fg_cls_accuracy": 0.6952191872938615, "iteration": 228419, "loss_box_reg": 0.1999514473718591, "loss_cls": 0.1620710368733853, "loss_mask": 0.21548404078930616, "loss_rpn_cls": 0.021957551904051797, "loss_rpn_loc": 0.05888962064636871, "loss_sem_seg": 0.2232082188129425, "lr": 0.002, "mask_rcnn/accuracy": 0.8981466089429784, "mask_rcnn/false_negative": 0.09033398566960968, "mask_rcnn/false_positive": 0.10537444188076299, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.5643354204948992, "total_loss": 0.9118162209924776} {"data_time": 0.011134492990095168, "eta_seconds": 23536.976282507312, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.23046205391927693, "fast_rcnn/fg_cls_accuracy": 0.7353468899521531, "iteration": 228439, "loss_box_reg": 0.20032035722397268, "loss_cls": 0.16191161004826427, "loss_mask": 0.22607873054221272, "loss_rpn_cls": 0.02753829098037386, "loss_rpn_loc": 0.07056536228628829, "loss_sem_seg": 0.2215461628511548, "lr": 0.002, "mask_rcnn/accuracy": 0.9284214498660737, "mask_rcnn/false_negative": 0.08026698514803927, "mask_rcnn/false_positive": 0.07541734990870408, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 234.75, "rpn/num_pos_anchors": 21.25, "time": 0.556896225491073, "total_loss": 0.9109978724500252} {"data_time": 0.012466889500501566, "eta_seconds": 23518.728954723832, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.26513998782714543, "fast_rcnn/fg_cls_accuracy": 0.7202652667883952, "iteration": 228459, "loss_box_reg": 0.21433031652122736, "loss_cls": 0.17461097962222993, "loss_mask": 0.2336436645127833, "loss_rpn_cls": 0.02782076118455734, "loss_rpn_loc": 0.05764596094377339, "loss_sem_seg": 0.21660866774618626, "lr": 0.002, "mask_rcnn/accuracy": 0.9029004704879512, "mask_rcnn/false_negative": 0.08732636403573728, "mask_rcnn/false_positive": 0.09827532017421374, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5655312924936879, "total_loss": 0.9133493064000504} {"data_time": 0.013236993007012643, "eta_seconds": 23537.213138129882, "fast_rcnn/cls_accuracy": 0.9560546875, "fast_rcnn/false_negative": 0.24709302325581395, "fast_rcnn/fg_cls_accuracy": 0.7299154334038055, "iteration": 228479, "loss_box_reg": 0.20746849523857236, "loss_cls": 0.16547577711753547, "loss_mask": 0.22726300079375505, "loss_rpn_cls": 0.028227527864146396, "loss_rpn_loc": 0.06050147386849858, "loss_sem_seg": 0.19917977740988135, "lr": 0.002, "mask_rcnn/accuracy": 0.9005846044109886, "mask_rcnn/false_negative": 0.08424910092435811, "mask_rcnn/false_positive": 0.10360959115807905, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5835828744893661, "total_loss": 0.8880904370635108} {"data_time": 0.012723230989649892, "eta_seconds": 23523.24204866971, "fast_rcnn/cls_accuracy": 0.95556640625, "fast_rcnn/false_negative": 0.22885292047853625, "fast_rcnn/fg_cls_accuracy": 0.7175983436853002, "iteration": 228499, "loss_box_reg": 0.208261264488101, "loss_cls": 0.16072647995315492, "loss_mask": 0.2308872197754681, "loss_rpn_cls": 0.025438193584705004, "loss_rpn_loc": 0.06119722471339628, "loss_sem_seg": 0.18937561998609453, "lr": 0.002, "mask_rcnn/accuracy": 0.8915015740338689, "mask_rcnn/false_negative": 0.08394080807700038, "mask_rcnn/false_positive": 0.12819205745581347, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.55881698000303, "total_loss": 0.9281590401296853} {"data_time": 0.012114748999010772, "eta_seconds": 23514.538141729863, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.2557018453244868, "fast_rcnn/fg_cls_accuracy": 0.6834118262689691, "iteration": 228519, "loss_box_reg": 0.19490305427461863, "loss_cls": 0.16815877193585038, "loss_mask": 0.21393167413771152, "loss_rpn_cls": 0.025295279716374353, "loss_rpn_loc": 0.0562779359461274, "loss_sem_seg": 0.24704677751287818, "lr": 0.002, "mask_rcnn/accuracy": 0.895498210124438, "mask_rcnn/false_negative": 0.09547800789488234, "mask_rcnn/false_positive": 0.1087350578859724, "roi_head/num_bg_samples": 427.5, "roi_head/num_fg_samples": 84.5, "rpn/num_neg_anchors": 207.25, "rpn/num_pos_anchors": 48.75, "time": 0.5708068915118929, "total_loss": 0.8959268408943899} {"data_time": 0.01200815501215402, "eta_seconds": 23506.49212899353, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.21224937343358397, "fast_rcnn/fg_cls_accuracy": 0.7803623642439432, "iteration": 228539, "loss_box_reg": 0.2059941221959889, "loss_cls": 0.15851022338028997, "loss_mask": 0.22726542688906193, "loss_rpn_cls": 0.023208419763250276, "loss_rpn_loc": 0.05624218191951513, "loss_sem_seg": 0.21964898775331676, "lr": 0.002, "mask_rcnn/accuracy": 0.9063739940559171, "mask_rcnn/false_negative": 0.08599914103061132, "mask_rcnn/false_positive": 0.09998252865753533, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5693834345147479, "total_loss": 0.9380916424779571} {"data_time": 0.011866075496072881, "eta_seconds": 23482.554605714366, "fast_rcnn/cls_accuracy": 0.95654296875, "fast_rcnn/false_negative": 0.22705627705627707, "fast_rcnn/fg_cls_accuracy": 0.756413339746673, "iteration": 228559, "loss_box_reg": 0.21376598114147782, "loss_cls": 0.17502687126398087, "loss_mask": 0.21474729292094707, "loss_rpn_cls": 0.025746134808287024, "loss_rpn_loc": 0.06854616539203562, "loss_sem_seg": 0.21764372615143657, "lr": 0.002, "mask_rcnn/accuracy": 0.920710054602955, "mask_rcnn/false_negative": 0.07320963765369923, "mask_rcnn/false_positive": 0.08363477326210281, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 238.5, "rpn/num_pos_anchors": 17.5, "time": 0.5670317589974729, "total_loss": 0.9239892595796846} {"data_time": 0.012234954512678087, "eta_seconds": 23486.73332983542, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.261171875, "fast_rcnn/fg_cls_accuracy": 0.720248447204969, "iteration": 228579, "loss_box_reg": 0.20577117858920246, "loss_cls": 0.15124317980371416, "loss_mask": 0.23350323783233762, "loss_rpn_cls": 0.0270852516987361, "loss_rpn_loc": 0.06298907432937995, "loss_sem_seg": 0.20018498110584915, "lr": 0.002, "mask_rcnn/accuracy": 0.9086008087445504, "mask_rcnn/false_negative": 0.07608280664924343, "mask_rcnn/false_positive": 0.10791812885447921, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5793121785100084, "total_loss": 0.8906346621952252} {"data_time": 0.012107985487091355, "eta_seconds": 23489.708057761512, "fast_rcnn/cls_accuracy": 0.95556640625, "fast_rcnn/false_negative": 0.23716814159292035, "fast_rcnn/fg_cls_accuracy": 0.7589857045609258, "iteration": 228599, "loss_box_reg": 0.20176606788299978, "loss_cls": 0.16495356336236, "loss_mask": 0.22435470204800367, "loss_rpn_cls": 0.02721953631407814, "loss_rpn_loc": 0.056820145226083696, "loss_sem_seg": 0.21755765669513494, "lr": 0.002, "mask_rcnn/accuracy": 0.9060671721096053, "mask_rcnn/false_negative": 0.09951821485359252, "mask_rcnn/false_positive": 0.09446893084116531, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 234.25, "rpn/num_pos_anchors": 21.75, "time": 0.5842942330054939, "total_loss": 0.9012016969936667} {"data_time": 0.011858007506816648, "eta_seconds": 23478.360646801506, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.1963362453200214, "fast_rcnn/fg_cls_accuracy": 0.7943385728195855, "iteration": 228619, "loss_box_reg": 0.21669569285586476, "loss_cls": 0.17247373866848648, "loss_mask": 0.22626772336661816, "loss_rpn_cls": 0.029457117696438218, "loss_rpn_loc": 0.060640616808086634, "loss_sem_seg": 0.22167925769463181, "lr": 0.002, "mask_rcnn/accuracy": 0.9051435354024359, "mask_rcnn/false_negative": 0.08785370025732328, "mask_rcnn/false_positive": 0.09851612873987055, "roi_head/num_bg_samples": 430.5, "roi_head/num_fg_samples": 81.5, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.5743326030060416, "total_loss": 0.9364671610237565} {"data_time": 0.012133119002101012, "eta_seconds": 23483.16369237211, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3343129139072848, "fast_rcnn/fg_cls_accuracy": 0.6469885183588698, "iteration": 228639, "loss_box_reg": 0.22190890624187887, "loss_cls": 0.16891782789025456, "loss_mask": 0.23416854487732053, "loss_rpn_cls": 0.030643132122349925, "loss_rpn_loc": 0.06586644260096364, "loss_sem_seg": 0.22270452533848584, "lr": 0.002, "mask_rcnn/accuracy": 0.8937213434234637, "mask_rcnn/false_negative": 0.09585011981060818, "mask_rcnn/false_positive": 0.11284941800714367, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5829395705077332, "total_loss": 0.9541484094079351} {"data_time": 0.013018489509704523, "eta_seconds": 23494.354738186725, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.18379196545991414, "fast_rcnn/fg_cls_accuracy": 0.7894800925362231, "iteration": 228659, "loss_box_reg": 0.196381367277354, "loss_cls": 0.15366801945492625, "loss_mask": 0.2217606669291854, "loss_rpn_cls": 0.023662149111260078, "loss_rpn_loc": 0.05876078025903553, "loss_sem_seg": 0.2101450152695179, "lr": 0.002, "mask_rcnn/accuracy": 0.9033744903240799, "mask_rcnn/false_negative": 0.08871090024476805, "mask_rcnn/false_positive": 0.1059658644850498, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5810701899899868, "total_loss": 0.9017441712494474} {"data_time": 0.012824437508243136, "eta_seconds": 23460.4532514327, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.2741765480895916, "fast_rcnn/fg_cls_accuracy": 0.6941930618401206, "iteration": 228679, "loss_box_reg": 0.21240106225013733, "loss_cls": 0.1621255261125043, "loss_mask": 0.23922113003209233, "loss_rpn_cls": 0.025626456983445678, "loss_rpn_loc": 0.06314720492810011, "loss_sem_seg": 0.21271434100344777, "lr": 0.002, "mask_rcnn/accuracy": 0.9057309971579384, "mask_rcnn/false_negative": 0.10423572221071539, "mask_rcnn/false_positive": 0.08950641464404918, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5638676594971912, "total_loss": 0.9428515561048698} {"data_time": 0.01145187349175103, "eta_seconds": 23447.093590784323, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.17394736842105263, "fast_rcnn/fg_cls_accuracy": 0.7127631578947369, "iteration": 228699, "loss_box_reg": 0.20231566671282053, "loss_cls": 0.16044069500640035, "loss_mask": 0.22057057404890656, "loss_rpn_cls": 0.02359469619113952, "loss_rpn_loc": 0.05589924901141785, "loss_sem_seg": 0.21421536640264094, "lr": 0.002, "mask_rcnn/accuracy": 0.9136071204797709, "mask_rcnn/false_negative": 0.08440428011804879, "mask_rcnn/false_positive": 0.07753812246045094, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 238.25, "rpn/num_pos_anchors": 17.75, "time": 0.5630611575033981, "total_loss": 0.847954172451864} {"data_time": 0.012295569002162665, "eta_seconds": 23432.841435349037, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.21388297872340425, "fast_rcnn/fg_cls_accuracy": 0.7811718750000001, "iteration": 228719, "loss_box_reg": 0.22748324880376458, "loss_cls": 0.1745633538812399, "loss_mask": 0.23073652107268572, "loss_rpn_cls": 0.027427359687862918, "loss_rpn_loc": 0.06802580715157092, "loss_sem_seg": 0.23243980016559362, "lr": 0.002, "mask_rcnn/accuracy": 0.9181059391841844, "mask_rcnn/false_negative": 0.08324228664023844, "mask_rcnn/false_positive": 0.0827014534736581, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5626616649969947, "total_loss": 0.9599677269889071} {"data_time": 0.012904778501251712, "eta_seconds": 23410.568638618526, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.21694553805774278, "fast_rcnn/fg_cls_accuracy": 0.752156647952896, "iteration": 228739, "loss_box_reg": 0.22177298029419035, "loss_cls": 0.18446112342644483, "loss_mask": 0.23131728544831276, "loss_rpn_cls": 0.028591326349669544, "loss_rpn_loc": 0.07339285143825691, "loss_sem_seg": 0.2096650634193793, "lr": 0.002, "mask_rcnn/accuracy": 0.9066988148891251, "mask_rcnn/false_negative": 0.08335365384514179, "mask_rcnn/false_positive": 0.1008700811298324, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.5555235439969692, "total_loss": 0.9462611653871136} {"data_time": 0.012494048496591859, "eta_seconds": 23404.474240882817, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.31453047648514854, "fast_rcnn/fg_cls_accuracy": 0.6746596534653465, "iteration": 228759, "loss_box_reg": 0.21317596500739455, "loss_cls": 0.1759095606394112, "loss_mask": 0.23242469690740108, "loss_rpn_cls": 0.029547064870712347, "loss_rpn_loc": 0.06842951889848337, "loss_sem_seg": 0.2396180392242968, "lr": 0.002, "mask_rcnn/accuracy": 0.8958203495272663, "mask_rcnn/false_negative": 0.089642596824001, "mask_rcnn/false_positive": 0.11973618051844429, "roi_head/num_bg_samples": 431.25, "roi_head/num_fg_samples": 80.75, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5746466984855942, "total_loss": 0.9709380578733544} {"data_time": 0.013034312505624257, "eta_seconds": 23402.747781211467, "fast_rcnn/cls_accuracy": 0.95556640625, "fast_rcnn/false_negative": 0.16619204089083606, "fast_rcnn/fg_cls_accuracy": 0.8027462121212121, "iteration": 228779, "loss_box_reg": 0.19305155565962195, "loss_cls": 0.14967652421910316, "loss_mask": 0.22001810278743505, "loss_rpn_cls": 0.023488470251322724, "loss_rpn_loc": 0.0598786319460487, "loss_sem_seg": 0.22661633975803852, "lr": 0.002, "mask_rcnn/accuracy": 0.8981689265290259, "mask_rcnn/false_negative": 0.08376861964353274, "mask_rcnn/false_positive": 0.10988614973476202, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5726246794947656, "total_loss": 0.8950025765552709} {"data_time": 0.012346375995548442, "eta_seconds": 23384.97311312963, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.2585858585858586, "fast_rcnn/fg_cls_accuracy": 0.7219696969696969, "iteration": 228799, "loss_box_reg": 0.2090158392675221, "loss_cls": 0.16594683087896556, "loss_mask": 0.2189318216405809, "loss_rpn_cls": 0.026776305232488085, "loss_rpn_loc": 0.06492035221890546, "loss_sem_seg": 0.2120744022540748, "lr": 0.002, "mask_rcnn/accuracy": 0.917512253885294, "mask_rcnn/false_negative": 0.07732257438287013, "mask_rcnn/false_positive": 0.0906397848078117, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5663082294922788, "total_loss": 0.881982902836171} {"data_time": 0.0118858215137152, "eta_seconds": 23364.72010404925, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.2821793863099922, "fast_rcnn/fg_cls_accuracy": 0.7107430875576037, "iteration": 228819, "loss_box_reg": 0.20141986315138638, "loss_cls": 0.15582838200498372, "loss_mask": 0.21832922659814358, "loss_rpn_cls": 0.02466583129717037, "loss_rpn_loc": 0.05939841015788261, "loss_sem_seg": 0.23272726056165993, "lr": 0.002, "mask_rcnn/accuracy": 0.9084331723760933, "mask_rcnn/false_negative": 0.07849985340545898, "mask_rcnn/false_positive": 0.10050999272298453, "roi_head/num_bg_samples": 432.75, "roi_head/num_fg_samples": 79.25, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5744408344908152, "total_loss": 0.9143031109670119} {"data_time": 0.012803491510567255, "eta_seconds": 23355.722449406967, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.2680551555299539, "fast_rcnn/fg_cls_accuracy": 0.6443505717699266, "iteration": 228839, "loss_box_reg": 0.1939157834276557, "loss_cls": 0.1660311254672706, "loss_mask": 0.21886850707232952, "loss_rpn_cls": 0.025913359160767868, "loss_rpn_loc": 0.05720381875289604, "loss_sem_seg": 0.21644971845671535, "lr": 0.002, "mask_rcnn/accuracy": 0.9015442597742745, "mask_rcnn/false_negative": 0.08797308503486212, "mask_rcnn/false_positive": 0.0935125497699926, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5678767240024172, "total_loss": 0.9210983142365876} {"data_time": 0.013289882495882921, "eta_seconds": 23353.37151453925, "fast_rcnn/cls_accuracy": 0.90185546875, "fast_rcnn/false_negative": 0.29498922413793105, "fast_rcnn/fg_cls_accuracy": 0.697265625, "iteration": 228859, "loss_box_reg": 0.1944285361096263, "loss_cls": 0.16984501422848552, "loss_mask": 0.23103246558457613, "loss_rpn_cls": 0.022791092982515693, "loss_rpn_loc": 0.06384509973577224, "loss_sem_seg": 0.2139439918100834, "lr": 0.002, "mask_rcnn/accuracy": 0.8943913347493541, "mask_rcnn/false_negative": 0.10324805148973451, "mask_rcnn/false_positive": 0.10949688590269963, "roi_head/num_bg_samples": 421.5, "roi_head/num_fg_samples": 90.5, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 0.5772003929887433, "total_loss": 0.89324949352158} {"data_time": 0.012828906008508056, "eta_seconds": 23348.44910859324, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.2935364609892912, "fast_rcnn/fg_cls_accuracy": 0.646247150765223, "iteration": 228879, "loss_box_reg": 0.19546580966562033, "loss_cls": 0.1603832901455462, "loss_mask": 0.21812946442514658, "loss_rpn_cls": 0.025324543901660945, "loss_rpn_loc": 0.055141784134320915, "loss_sem_seg": 0.20784749975427985, "lr": 0.002, "mask_rcnn/accuracy": 0.9155402863624789, "mask_rcnn/false_negative": 0.08175947798446932, "mask_rcnn/false_positive": 0.10440016845381205, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5649613254936412, "total_loss": 0.8688668849172245} {"data_time": 0.012460112498956732, "eta_seconds": 23325.023539063666, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.2761204481792717, "fast_rcnn/fg_cls_accuracy": 0.6791666666666667, "iteration": 228899, "loss_box_reg": 0.21004890510812402, "loss_cls": 0.16344494768418372, "loss_mask": 0.23174211010336876, "loss_rpn_cls": 0.02787474653450772, "loss_rpn_loc": 0.05356597022910137, "loss_sem_seg": 0.2175120124593377, "lr": 0.002, "mask_rcnn/accuracy": 0.9151255282332713, "mask_rcnn/false_negative": 0.07661872231006081, "mask_rcnn/false_positive": 0.08449440139453082, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.559266228985507, "total_loss": 0.9321898282996699} {"data_time": 0.011973977001616731, "eta_seconds": 23316.86319410884, "fast_rcnn/cls_accuracy": 0.95751953125, "fast_rcnn/false_negative": 0.22834967320261437, "fast_rcnn/fg_cls_accuracy": 0.7465608465608465, "iteration": 228919, "loss_box_reg": 0.20581767638213933, "loss_cls": 0.1628401093184948, "loss_mask": 0.23181558959186077, "loss_rpn_cls": 0.02929991308337776, "loss_rpn_loc": 0.06441829874529503, "loss_sem_seg": 0.2163801845163107, "lr": 0.002, "mask_rcnn/accuracy": 0.9107312821690892, "mask_rcnn/false_negative": 0.08529645646377881, "mask_rcnn/false_positive": 0.10723255842271963, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5722738379990915, "total_loss": 0.9240981104303501} {"data_time": 0.011639433505479246, "eta_seconds": 23305.511540938707, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.21036866359447004, "fast_rcnn/fg_cls_accuracy": 0.7575268817204301, "iteration": 228939, "loss_box_reg": 0.21092943660914898, "loss_cls": 0.1735702552832663, "loss_mask": 0.228451207280159, "loss_rpn_cls": 0.026958215414197184, "loss_rpn_loc": 0.07679684719187208, "loss_sem_seg": 0.23250600742176175, "lr": 0.002, "mask_rcnn/accuracy": 0.9256165886267926, "mask_rcnn/false_negative": 0.08443897038946331, "mask_rcnn/false_positive": 0.0655299699618167, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 0.5638302654988365, "total_loss": 0.9850328930879186} {"data_time": 0.011820387007901445, "eta_seconds": 23316.91599300533, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.19635416666666666, "fast_rcnn/fg_cls_accuracy": 0.773203414617556, "iteration": 228959, "loss_box_reg": 0.2116108105983585, "loss_cls": 0.1818167839664966, "loss_mask": 0.22374599240720272, "loss_rpn_cls": 0.03292869048163993, "loss_rpn_loc": 0.06281917376327328, "loss_sem_seg": 0.19796932488679886, "lr": 0.002, "mask_rcnn/accuracy": 0.9120971295467815, "mask_rcnn/false_negative": 0.09103633671869019, "mask_rcnn/false_positive": 0.09893580825544693, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5730489449924789, "total_loss": 0.9311620837725059} {"data_time": 0.012398725011735223, "eta_seconds": 23305.553250385507, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3055002488800398, "fast_rcnn/fg_cls_accuracy": 0.6734143049932524, "iteration": 228979, "loss_box_reg": 0.19400500995106995, "loss_cls": 0.14805163885466754, "loss_mask": 0.23123074881732464, "loss_rpn_cls": 0.022616876449319534, "loss_rpn_loc": 0.06591226952150464, "loss_sem_seg": 0.2024081212002784, "lr": 0.002, "mask_rcnn/accuracy": 0.8892211610253857, "mask_rcnn/false_negative": 0.08535318664424102, "mask_rcnn/false_positive": 0.10394484729878675, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.5665228649886558, "total_loss": 0.8875276717444649} {"data_time": 0.012558845002786256, "eta_seconds": 23276.77984348437, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.2541769041769042, "fast_rcnn/fg_cls_accuracy": 0.715970515970516, "iteration": 228999, "loss_box_reg": 0.18813699763268232, "loss_cls": 0.1469856093171984, "loss_mask": 0.22190567012876272, "loss_rpn_cls": 0.023982347585842945, "loss_rpn_loc": 0.05266434376244433, "loss_sem_seg": 0.23027394618839025, "lr": 0.002, "mask_rcnn/accuracy": 0.9131708238851096, "mask_rcnn/false_negative": 0.08266386270229334, "mask_rcnn/false_positive": 0.07547014065466813, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 238.0, "rpn/num_pos_anchors": 18.0, "time": 0.5623783839982934, "total_loss": 0.8658555220754351} {"data_time": 0.01221960099064745, "eta_seconds": 23276.205624630107, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.27762054507337525, "fast_rcnn/fg_cls_accuracy": 0.7223794549266247, "iteration": 229019, "loss_box_reg": 0.19805500539951026, "loss_cls": 0.15685526514425874, "loss_mask": 0.22037428338080645, "loss_rpn_cls": 0.022831140999187483, "loss_rpn_loc": 0.059428434644360095, "loss_sem_seg": 0.221037125447765, "lr": 0.002, "mask_rcnn/accuracy": 0.8966482426303855, "mask_rcnn/false_negative": 0.07983739258930588, "mask_rcnn/false_positive": 0.12141968841625311, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5805880739935674, "total_loss": 0.8354944737657206} {"data_time": 0.011999388007097878, "eta_seconds": 23257.601321395094, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.24311755952380953, "fast_rcnn/fg_cls_accuracy": 0.7194396051103369, "iteration": 229039, "loss_box_reg": 0.19378915056586266, "loss_cls": 0.15510965639259666, "loss_mask": 0.20773333869874477, "loss_rpn_cls": 0.024159742548363283, "loss_rpn_loc": 0.04553399287397042, "loss_sem_seg": 0.2440998093225062, "lr": 0.002, "mask_rcnn/accuracy": 0.9099110048653903, "mask_rcnn/false_negative": 0.0849833843399613, "mask_rcnn/false_positive": 0.09164922674017453, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5651014054892585, "total_loss": 0.8988737871404737} {"data_time": 0.012266660487512127, "eta_seconds": 23258.97779448841, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.182522729762296, "fast_rcnn/fg_cls_accuracy": 0.8051678298438019, "iteration": 229059, "loss_box_reg": 0.2107844955753535, "loss_cls": 0.16786125721409917, "loss_mask": 0.23027918068692088, "loss_rpn_cls": 0.026273948822563398, "loss_rpn_loc": 0.05624413659097627, "loss_sem_seg": 0.2377016511745751, "lr": 0.002, "mask_rcnn/accuracy": 0.9144588520933785, "mask_rcnn/false_negative": 0.06821224205476871, "mask_rcnn/false_positive": 0.10031374575077405, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5644184600096196, "total_loss": 0.9149457915773382} {"data_time": 0.012950896998518147, "eta_seconds": 23247.615601188547, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.26921237244897955, "fast_rcnn/fg_cls_accuracy": 0.6896916225053558, "iteration": 229079, "loss_box_reg": 0.2280226810835302, "loss_cls": 0.16813182923942804, "loss_mask": 0.23073081066831946, "loss_rpn_cls": 0.029123129843355855, "loss_rpn_loc": 0.05675813727430068, "loss_sem_seg": 0.21041271276772022, "lr": 0.002, "mask_rcnn/accuracy": 0.9130147955147249, "mask_rcnn/false_negative": 0.0835817301352946, "mask_rcnn/false_positive": 0.09372381633110635, "roi_head/num_bg_samples": 432.5, "roi_head/num_fg_samples": 79.5, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5669192765053594, "total_loss": 0.9379187396843918} {"data_time": 0.012373557503451593, "eta_seconds": 23237.376794666576, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.2869335816263191, "fast_rcnn/fg_cls_accuracy": 0.6690358980032082, "iteration": 229099, "loss_box_reg": 0.2042262814939022, "loss_cls": 0.15741991496179253, "loss_mask": 0.23881837585940957, "loss_rpn_cls": 0.02275926375295967, "loss_rpn_loc": 0.05551684438250959, "loss_sem_seg": 0.2101284977979958, "lr": 0.002, "mask_rcnn/accuracy": 0.8935889259549974, "mask_rcnn/false_negative": 0.11513717822618574, "mask_rcnn/false_positive": 0.10942168460810958, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5626565194979776, "total_loss": 0.9255845821171533} {"data_time": 0.013224031994468533, "eta_seconds": 23224.891214588817, "fast_rcnn/cls_accuracy": 0.958984375, "fast_rcnn/false_negative": 0.26565656565656565, "fast_rcnn/fg_cls_accuracy": 0.6845037846930193, "iteration": 229119, "loss_box_reg": 0.23132342798635364, "loss_cls": 0.1883860892849043, "loss_mask": 0.23856740724295378, "loss_rpn_cls": 0.02659846765709517, "loss_rpn_loc": 0.05834460260666674, "loss_sem_seg": 0.22267547016963363, "lr": 0.002, "mask_rcnn/accuracy": 0.9092657781403276, "mask_rcnn/false_negative": 0.06494199747876218, "mask_rcnn/false_positive": 0.09372090541575877, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 236.75, "rpn/num_pos_anchors": 19.25, "time": 0.55174420500407, "total_loss": 1.0043300298566464} {"data_time": 0.012148052483098581, "eta_seconds": 23223.490872184528, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.24236286919831224, "fast_rcnn/fg_cls_accuracy": 0.7327878974992281, "iteration": 229139, "loss_box_reg": 0.1980471055721864, "loss_cls": 0.14917501586023718, "loss_mask": 0.22325965948402882, "loss_rpn_cls": 0.027385646375478245, "loss_rpn_loc": 0.06869658941286616, "loss_sem_seg": 0.20676840469241142, "lr": 0.002, "mask_rcnn/accuracy": 0.9137748803224994, "mask_rcnn/false_negative": 0.07072154456089622, "mask_rcnn/false_positive": 0.11526736302048031, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 235.25, "rpn/num_pos_anchors": 20.75, "time": 0.5797439730085898, "total_loss": 0.9000240801578911} {"data_time": 0.012507191000622697, "eta_seconds": 23184.295357924886, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.25146198830409355, "fast_rcnn/fg_cls_accuracy": 0.734883968490526, "iteration": 229159, "loss_box_reg": 0.21575438627041876, "loss_cls": 0.17343978630378842, "loss_mask": 0.2455860306508839, "loss_rpn_cls": 0.028144755469838856, "loss_rpn_loc": 0.07253080420196056, "loss_sem_seg": 0.247468126937747, "lr": 0.002, "mask_rcnn/accuracy": 0.8887922702942475, "mask_rcnn/false_negative": 0.09673013563555902, "mask_rcnn/false_positive": 0.12958005364223724, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.5654123295098543, "total_loss": 1.006722512156557} {"data_time": 0.011359655487467535, "eta_seconds": 23191.92582418729, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.21513509348674748, "fast_rcnn/fg_cls_accuracy": 0.7326698695950584, "iteration": 229179, "loss_box_reg": 0.20161786396056414, "loss_cls": 0.17461925419047475, "loss_mask": 0.2261800291016698, "loss_rpn_cls": 0.025394774856977165, "loss_rpn_loc": 0.056107380529283546, "loss_sem_seg": 0.24453642684966326, "lr": 0.002, "mask_rcnn/accuracy": 0.9167750333798381, "mask_rcnn/false_negative": 0.06762867425710958, "mask_rcnn/false_positive": 0.1047383089369717, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.572453928005416, "total_loss": 0.8914416200132109} {"data_time": 0.012198986485600471, "eta_seconds": 23184.624005382735, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.2834966729350499, "fast_rcnn/fg_cls_accuracy": 0.6834677419354839, "iteration": 229199, "loss_box_reg": 0.19433373282663524, "loss_cls": 0.15806648891884834, "loss_mask": 0.2356215501204133, "loss_rpn_cls": 0.0325462331311428, "loss_rpn_loc": 0.05967458229861222, "loss_sem_seg": 0.19618803774937987, "lr": 0.002, "mask_rcnn/accuracy": 0.9100604677119144, "mask_rcnn/false_negative": 0.08052308607081286, "mask_rcnn/false_positive": 0.09119005858328214, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.563537265494233, "total_loss": 0.9132252731069457} {"data_time": 0.011967168000410311, "eta_seconds": 23173.259272162773, "fast_rcnn/cls_accuracy": 0.96142578125, "fast_rcnn/false_negative": 0.20869565217391306, "fast_rcnn/fg_cls_accuracy": 0.7768115942028986, "iteration": 229219, "loss_box_reg": 0.1836707709589973, "loss_cls": 0.15218175889458507, "loss_mask": 0.22457019099965692, "loss_rpn_cls": 0.026152419231948443, "loss_rpn_loc": 0.06393586157355458, "loss_sem_seg": 0.22695352975279093, "lr": 0.002, "mask_rcnn/accuracy": 0.9052041385115919, "mask_rcnn/false_negative": 0.09489453057555636, "mask_rcnn/false_positive": 0.10004913750075903, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5740128874895163, "total_loss": 0.8964328654910787} {"data_time": 0.013298645513714291, "eta_seconds": 23185.33404991335, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.21019629225736097, "fast_rcnn/fg_cls_accuracy": 0.7684159061277704, "iteration": 229239, "loss_box_reg": 0.2183375316672027, "loss_cls": 0.17830117628909647, "loss_mask": 0.23573173163458705, "loss_rpn_cls": 0.02807179419323802, "loss_rpn_loc": 0.06884625561360735, "loss_sem_seg": 0.22646299086045474, "lr": 0.002, "mask_rcnn/accuracy": 0.9054033163671584, "mask_rcnn/false_negative": 0.07683975310119631, "mask_rcnn/false_positive": 0.09299700807061997, "roi_head/num_bg_samples": 430.5, "roi_head/num_fg_samples": 81.5, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5801026844856096, "total_loss": 0.9767205700572958} {"data_time": 0.013107673497870564, "eta_seconds": 23182.4119405658, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.2253434171940114, "fast_rcnn/fg_cls_accuracy": 0.7142857142857142, "iteration": 229259, "loss_box_reg": 0.20363546791486442, "loss_cls": 0.16144799324683845, "loss_mask": 0.22678217850625515, "loss_rpn_cls": 0.023689191832090728, "loss_rpn_loc": 0.061440270161256194, "loss_sem_seg": 0.2068706548307091, "lr": 0.002, "mask_rcnn/accuracy": 0.8884623348037131, "mask_rcnn/false_negative": 0.10627154142804, "mask_rcnn/false_positive": 0.11551631730926068, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5682651024981169, "total_loss": 0.8862388497946085} {"data_time": 0.012647646522964351, "eta_seconds": 23175.116421520506, "fast_rcnn/cls_accuracy": 0.9638671875, "fast_rcnn/false_negative": 0.18687134783025194, "fast_rcnn/fg_cls_accuracy": 0.7957179806494875, "iteration": 229279, "loss_box_reg": 0.2057572891935706, "loss_cls": 0.1577521120198071, "loss_mask": 0.22782602813094854, "loss_rpn_cls": 0.0292623633868061, "loss_rpn_loc": 0.07595666660927236, "loss_sem_seg": 0.22527079517021775, "lr": 0.002, "mask_rcnn/accuracy": 0.9149159810695315, "mask_rcnn/false_negative": 0.09234747080989279, "mask_rcnn/false_positive": 0.09356803766197055, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5777322694921168, "total_loss": 0.9606767086370382} {"data_time": 0.01263567701971624, "eta_seconds": 23166.854678275762, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.24021592442645073, "fast_rcnn/fg_cls_accuracy": 0.75, "iteration": 229299, "loss_box_reg": 0.1835100995376706, "loss_cls": 0.15238307986874133, "loss_mask": 0.20649821450933814, "loss_rpn_cls": 0.027060517990321387, "loss_rpn_loc": 0.062451982350467006, "loss_sem_seg": 0.20464986190199852, "lr": 0.002, "mask_rcnn/accuracy": 0.9084565105946685, "mask_rcnn/false_negative": 0.09096159840973977, "mask_rcnn/false_positive": 0.08010779662765724, "roi_head/num_bg_samples": 456.5, "roi_head/num_fg_samples": 55.5, "rpn/num_neg_anchors": 239.5, "rpn/num_pos_anchors": 16.5, "time": 0.562566444510594, "total_loss": 0.8477379692412796} {"data_time": 0.011799358006101102, "eta_seconds": 23155.470754205948, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.2931339977851606, "fast_rcnn/fg_cls_accuracy": 0.6991140642303433, "iteration": 229319, "loss_box_reg": 0.19573038694215938, "loss_cls": 0.15576494787819684, "loss_mask": 0.2174821267835796, "loss_rpn_cls": 0.028473473954363726, "loss_rpn_loc": 0.05964434440829791, "loss_sem_seg": 0.21389613882638514, "lr": 0.002, "mask_rcnn/accuracy": 0.8972398610830912, "mask_rcnn/false_negative": 0.09476307719898733, "mask_rcnn/false_positive": 0.10771238998477586, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.5723683510150295, "total_loss": 0.887118149199523} {"data_time": 0.011449340512626804, "eta_seconds": 23145.02862109375, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.2235142118863049, "fast_rcnn/fg_cls_accuracy": 0.7507547939616483, "iteration": 229339, "loss_box_reg": 0.19305222161347046, "loss_cls": 0.14671875024214387, "loss_mask": 0.22405523527413607, "loss_rpn_cls": 0.023525039039668627, "loss_rpn_loc": 0.0467704049879103, "loss_sem_seg": 0.20480281999334693, "lr": 0.002, "mask_rcnn/accuracy": 0.9180789306051849, "mask_rcnn/false_negative": 0.07099578131581513, "mask_rcnn/false_positive": 0.08592538138885578, "roi_head/num_bg_samples": 458.75, "roi_head/num_fg_samples": 53.25, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5836404424917419, "total_loss": 0.858446610851388} {"data_time": 0.012614894993021153, "eta_seconds": 23134.468067191163, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.24187605277933744, "fast_rcnn/fg_cls_accuracy": 0.7462827791294944, "iteration": 229359, "loss_box_reg": 0.20854969881474972, "loss_cls": 0.16859378409571946, "loss_mask": 0.22192912083119154, "loss_rpn_cls": 0.026266359120199922, "loss_rpn_loc": 0.07038888210081495, "loss_sem_seg": 0.2147523076273501, "lr": 0.002, "mask_rcnn/accuracy": 0.9047055046508399, "mask_rcnn/false_negative": 0.08391914219702287, "mask_rcnn/false_positive": 0.09214781454010561, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5685060505056754, "total_loss": 0.9001058824069332} {"data_time": 0.012572341001941822, "eta_seconds": 23144.690945295588, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.25255800356127245, "fast_rcnn/fg_cls_accuracy": 0.7353193681318682, "iteration": 229379, "loss_box_reg": 0.21798747219145298, "loss_cls": 0.17736542830243707, "loss_mask": 0.22926792548969388, "loss_rpn_cls": 0.024126999014697503, "loss_rpn_loc": 0.0625969459360931, "loss_sem_seg": 0.23586421180516481, "lr": 0.002, "mask_rcnn/accuracy": 0.8979128503790526, "mask_rcnn/false_negative": 0.08783847394985027, "mask_rcnn/false_positive": 0.13299793357100348, "roi_head/num_bg_samples": 419.25, "roi_head/num_fg_samples": 92.75, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.5798390885029221, "total_loss": 0.951825987038319} {"data_time": 0.012958400009665638, "eta_seconds": 23130.536959802586, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.26282894736842105, "fast_rcnn/fg_cls_accuracy": 0.721875, "iteration": 229399, "loss_box_reg": 0.20063136843964458, "loss_cls": 0.1645947832148522, "loss_mask": 0.22454264853149652, "loss_rpn_cls": 0.026488153904210776, "loss_rpn_loc": 0.06462929031113163, "loss_sem_seg": 0.2296072517056018, "lr": 0.002, "mask_rcnn/accuracy": 0.906221983361129, "mask_rcnn/false_negative": 0.07901038681061065, "mask_rcnn/false_positive": 0.10160572801915066, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5544340505148284, "total_loss": 0.9170167311604018} {"data_time": 0.012391843512887135, "eta_seconds": 23119.1428872626, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.21114551083591332, "fast_rcnn/fg_cls_accuracy": 0.7487299465240642, "iteration": 229419, "loss_box_reg": 0.19509826740249991, "loss_cls": 0.15415697265416384, "loss_mask": 0.21567842783406377, "loss_rpn_cls": 0.02680562247769558, "loss_rpn_loc": 0.0614003436639905, "loss_sem_seg": 0.22354930685833097, "lr": 0.002, "mask_rcnn/accuracy": 0.9201678378511501, "mask_rcnn/false_negative": 0.09146287020408297, "mask_rcnn/false_positive": 0.09579760144479993, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.5608397370087914, "total_loss": 0.8588435892161215} {"data_time": 0.012799966498278081, "eta_seconds": 23110.504651095107, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.32169835074908726, "fast_rcnn/fg_cls_accuracy": 0.6407740278796772, "iteration": 229439, "loss_box_reg": 0.20771920587867498, "loss_cls": 0.16549442196264863, "loss_mask": 0.22075101640075445, "loss_rpn_cls": 0.02499905649892753, "loss_rpn_loc": 0.06279334306600504, "loss_sem_seg": 0.2227491121739149, "lr": 0.002, "mask_rcnn/accuracy": 0.9050650224558553, "mask_rcnn/false_negative": 0.09178977365329001, "mask_rcnn/false_positive": 0.09942078181525696, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.5662475290009752, "total_loss": 0.9239065547517384} {"data_time": 0.012651566503336653, "eta_seconds": 23096.354742182622, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.25095399618401526, "fast_rcnn/fg_cls_accuracy": 0.7135480974295656, "iteration": 229459, "loss_box_reg": 0.19030206720344722, "loss_cls": 0.17589157330803573, "loss_mask": 0.23105057701468468, "loss_rpn_cls": 0.02225167459982913, "loss_rpn_loc": 0.054795514879515395, "loss_sem_seg": 0.21306811831891537, "lr": 0.002, "mask_rcnn/accuracy": 0.9019050132217241, "mask_rcnn/false_negative": 0.0827245435181509, "mask_rcnn/false_positive": 0.11539588249188701, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 235.0, "rpn/num_pos_anchors": 21.0, "time": 0.5560979184956523, "total_loss": 0.9112758316186955} {"data_time": 0.011843894491903484, "eta_seconds": 23064.504412786046, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.2113958509340092, "fast_rcnn/fg_cls_accuracy": 0.7764150943396226, "iteration": 229479, "loss_box_reg": 0.2180147087201476, "loss_cls": 0.16976941423490644, "loss_mask": 0.2301940475590527, "loss_rpn_cls": 0.03122268991864985, "loss_rpn_loc": 0.06353032670449466, "loss_sem_seg": 0.21914887498132885, "lr": 0.002, "mask_rcnn/accuracy": 0.8954918929271404, "mask_rcnn/false_negative": 0.08119193227055406, "mask_rcnn/false_positive": 0.10253300429599557, "roi_head/num_bg_samples": 455.5, "roi_head/num_fg_samples": 56.5, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5671816139947623, "total_loss": 0.9489135306357639} {"data_time": 0.012827932499931194, "eta_seconds": 23076.318356894626, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.25966475385080034, "fast_rcnn/fg_cls_accuracy": 0.7138442328702981, "iteration": 229499, "loss_box_reg": 0.20873588672839105, "loss_cls": 0.17396851419471204, "loss_mask": 0.2339359438046813, "loss_rpn_cls": 0.023334959500061814, "loss_rpn_loc": 0.06256545556243509, "loss_sem_seg": 0.23584938724525273, "lr": 0.002, "mask_rcnn/accuracy": 0.8967250842312517, "mask_rcnn/false_negative": 0.09480519810892965, "mask_rcnn/false_positive": 0.13268101270946375, "roi_head/num_bg_samples": 431.0, "roi_head/num_fg_samples": 81.0, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5774029860040173, "total_loss": 0.9419072246309952} {"data_time": 0.011965262499870732, "eta_seconds": 23064.922925494466, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.2165798611111111, "fast_rcnn/fg_cls_accuracy": 0.7441588785046729, "iteration": 229519, "loss_box_reg": 0.195553089492023, "loss_cls": 0.1606215655338019, "loss_mask": 0.22423130506649613, "loss_rpn_cls": 0.023867896081355866, "loss_rpn_loc": 0.051202528906287625, "loss_sem_seg": 0.2339063894469291, "lr": 0.002, "mask_rcnn/accuracy": 0.901078961658313, "mask_rcnn/false_negative": 0.07904242047467824, "mask_rcnn/false_positive": 0.10336553879854016, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5696115175087471, "total_loss": 0.8914317344533629} {"data_time": 0.013141235511284322, "eta_seconds": 23056.369170894177, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.22909270216962524, "fast_rcnn/fg_cls_accuracy": 0.7441927083333333, "iteration": 229539, "loss_box_reg": 0.20636490499600768, "loss_cls": 0.15560360113158822, "loss_mask": 0.2257701400667429, "loss_rpn_cls": 0.022875330483657308, "loss_rpn_loc": 0.05331490858225152, "loss_sem_seg": 0.23328086989931762, "lr": 0.002, "mask_rcnn/accuracy": 0.9041791591071386, "mask_rcnn/false_negative": 0.08292310334801621, "mask_rcnn/false_positive": 0.1050987707158878, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.5705449044908164, "total_loss": 0.9126100112189306} {"data_time": 0.013509128490113653, "eta_seconds": 23034.45470233237, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.225, "fast_rcnn/fg_cls_accuracy": 0.7005208333333333, "iteration": 229559, "loss_box_reg": 0.19711994426324964, "loss_cls": 0.15851545403711498, "loss_mask": 0.2212237287312746, "loss_rpn_cls": 0.029348189673328307, "loss_rpn_loc": 0.06932008228613995, "loss_sem_seg": 0.2108535598963499, "lr": 0.002, "mask_rcnn/accuracy": 0.9040467037344776, "mask_rcnn/false_negative": 0.09813477871130603, "mask_rcnn/false_positive": 0.09958175703072891, "roi_head/num_bg_samples": 432.5, "roi_head/num_fg_samples": 79.5, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.5670970055070939, "total_loss": 0.8810038321680622} {"data_time": 0.013024389001657255, "eta_seconds": 23015.473600765283, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.2669753086419753, "fast_rcnn/fg_cls_accuracy": 0.692617787855883, "iteration": 229579, "loss_box_reg": 0.19817225588485599, "loss_cls": 0.15328076295554638, "loss_mask": 0.21845270320773125, "loss_rpn_cls": 0.026372609183454188, "loss_rpn_loc": 0.06669672398129478, "loss_sem_seg": 0.22518544946797192, "lr": 0.002, "mask_rcnn/accuracy": 0.9022282891101572, "mask_rcnn/false_negative": 0.0797180460205513, "mask_rcnn/false_positive": 0.0996349326305637, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5658218589815078, "total_loss": 0.9002916970930528} {"data_time": 0.012275286513613537, "eta_seconds": 23004.08572139527, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.2534409515717927, "fast_rcnn/fg_cls_accuracy": 0.7231800766283525, "iteration": 229599, "loss_box_reg": 0.22463810141198337, "loss_cls": 0.18128049571532756, "loss_mask": 0.23919560108333826, "loss_rpn_cls": 0.025976748373068403, "loss_rpn_loc": 0.06975990216596983, "loss_sem_seg": 0.2416954319924116, "lr": 0.002, "mask_rcnn/accuracy": 0.8840193596235486, "mask_rcnn/false_negative": 0.09311470739508595, "mask_rcnn/false_positive": 0.13448093246875015, "roi_head/num_bg_samples": 429.5, "roi_head/num_fg_samples": 82.5, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5878391155129066, "total_loss": 0.9963584806537256} {"data_time": 0.01230077349464409, "eta_seconds": 23005.20216186272, "fast_rcnn/cls_accuracy": 0.9638671875, "fast_rcnn/false_negative": 0.25543461163368675, "fast_rcnn/fg_cls_accuracy": 0.7441316706400147, "iteration": 229619, "loss_box_reg": 0.2044601965462789, "loss_cls": 0.16482633131090552, "loss_mask": 0.233330762013793, "loss_rpn_cls": 0.02567753921903204, "loss_rpn_loc": 0.06702537392266095, "loss_sem_seg": 0.20548726245760918, "lr": 0.002, "mask_rcnn/accuracy": 0.9027283769156198, "mask_rcnn/false_negative": 0.08318065897006033, "mask_rcnn/false_positive": 0.0890424254237315, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5747943385067629, "total_loss": 0.8844001335764915} {"data_time": 0.012941280496306717, "eta_seconds": 22974.6029535384, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.29505582137161085, "fast_rcnn/fg_cls_accuracy": 0.694843168527379, "iteration": 229639, "loss_box_reg": 0.19742034410592169, "loss_cls": 0.1573968785814941, "loss_mask": 0.22122036153450608, "loss_rpn_cls": 0.024165823901057593, "loss_rpn_loc": 0.054249968845397234, "loss_sem_seg": 0.20244825421832502, "lr": 0.002, "mask_rcnn/accuracy": 0.9121772427357819, "mask_rcnn/false_negative": 0.07219103501715068, "mask_rcnn/false_positive": 0.10140758265046218, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5638152489991626, "total_loss": 0.8724982918502064} {"data_time": 0.011726095995982178, "eta_seconds": 22949.907783375456, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.2749511422602601, "fast_rcnn/fg_cls_accuracy": 0.7115838579136691, "iteration": 229659, "loss_box_reg": 0.20543893100693822, "loss_cls": 0.16235845116898417, "loss_mask": 0.22052349708974361, "loss_rpn_cls": 0.022890258143888786, "loss_rpn_loc": 0.05909977576811798, "loss_sem_seg": 0.20500059216283262, "lr": 0.002, "mask_rcnn/accuracy": 0.9093116662005208, "mask_rcnn/false_negative": 0.09268330683264055, "mask_rcnn/false_positive": 0.0949443902923064, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.565243274992099, "total_loss": 0.8865184027381474} {"data_time": 0.013005713000893593, "eta_seconds": 22951.833841818137, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.2656150492333317, "fast_rcnn/fg_cls_accuracy": 0.7268587824351298, "iteration": 229679, "loss_box_reg": 0.1991815180517733, "loss_cls": 0.16114111570641398, "loss_mask": 0.22905914997681975, "loss_rpn_cls": 0.025653827338828705, "loss_rpn_loc": 0.06626367058925098, "loss_sem_seg": 0.2099038423039019, "lr": 0.002, "mask_rcnn/accuracy": 0.9075408813636145, "mask_rcnn/false_negative": 0.08620815555176908, "mask_rcnn/false_positive": 0.10854721128557036, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5718664890009677, "total_loss": 0.8632254191979882} {"data_time": 0.011770177996368147, "eta_seconds": 22943.903806426883, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.2007905138339921, "fast_rcnn/fg_cls_accuracy": 0.7876987774611637, "iteration": 229699, "loss_box_reg": 0.2010777325485833, "loss_cls": 0.16252624918706715, "loss_mask": 0.21995770186185837, "loss_rpn_cls": 0.024300726763613056, "loss_rpn_loc": 0.05386724304116797, "loss_sem_seg": 0.21713524777442217, "lr": 0.002, "mask_rcnn/accuracy": 0.9071074223026309, "mask_rcnn/false_negative": 0.09425569731317027, "mask_rcnn/false_positive": 0.0911623997241051, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5642568570037838, "total_loss": 0.8807659350604808} {"data_time": 0.012354875492746942, "eta_seconds": 22943.321625692988, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.31203515889114264, "fast_rcnn/fg_cls_accuracy": 0.6763429509734928, "iteration": 229719, "loss_box_reg": 0.21729487320408225, "loss_cls": 0.17977019608952105, "loss_mask": 0.2391637060791254, "loss_rpn_cls": 0.029733791961916722, "loss_rpn_loc": 0.0744339877855964, "loss_sem_seg": 0.23028593324124813, "lr": 0.002, "mask_rcnn/accuracy": 0.8962508574858515, "mask_rcnn/false_negative": 0.09740936047572023, "mask_rcnn/false_positive": 0.10454410187688379, "roi_head/num_bg_samples": 430.5, "roi_head/num_fg_samples": 81.5, "rpn/num_neg_anchors": 203.75, "rpn/num_pos_anchors": 52.25, "time": 0.5721429815021111, "total_loss": 0.961025831187726} {"data_time": 0.013821180997183546, "eta_seconds": 22931.929991113066, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.21929346344654638, "fast_rcnn/fg_cls_accuracy": 0.7631868131868131, "iteration": 229739, "loss_box_reg": 0.18381599709391594, "loss_cls": 0.143610862782225, "loss_mask": 0.22466267924755812, "loss_rpn_cls": 0.02128912907051017, "loss_rpn_loc": 0.05374411478987895, "loss_sem_seg": 0.24563540029339492, "lr": 0.002, "mask_rcnn/accuracy": 0.8940985837958495, "mask_rcnn/false_negative": 0.09169587895061895, "mask_rcnn/false_positive": 0.096699447146466, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5504541605041595, "total_loss": 0.8577219261660503} {"data_time": 0.01218977800454013, "eta_seconds": 22912.982686435163, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.28395917338709675, "fast_rcnn/fg_cls_accuracy": 0.6398799957141327, "iteration": 229759, "loss_box_reg": 0.19422117248177528, "loss_cls": 0.15227729361504316, "loss_mask": 0.21581804566085339, "loss_rpn_cls": 0.024581977166235447, "loss_rpn_loc": 0.0457085507150623, "loss_sem_seg": 0.24139099894091487, "lr": 0.002, "mask_rcnn/accuracy": 0.9159261924260571, "mask_rcnn/false_negative": 0.0857940678327214, "mask_rcnn/false_positive": 0.09724258019422982, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 235.5, "rpn/num_pos_anchors": 20.5, "time": 0.5656877139845164, "total_loss": 0.8992961931508034} {"data_time": 0.013274701006594114, "eta_seconds": 22904.70360910181, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.2535353535353535, "fast_rcnn/fg_cls_accuracy": 0.7154168806711179, "iteration": 229779, "loss_box_reg": 0.21711896220222116, "loss_cls": 0.17479124059900641, "loss_mask": 0.22551317745819688, "loss_rpn_cls": 0.02489229859202169, "loss_rpn_loc": 0.060897089599166065, "loss_sem_seg": 0.20204041432589293, "lr": 0.002, "mask_rcnn/accuracy": 0.887884880454493, "mask_rcnn/false_negative": 0.08838002863924736, "mask_rcnn/false_positive": 0.11340694426639372, "roi_head/num_bg_samples": 432.75, "roi_head/num_fg_samples": 79.25, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5747055980173172, "total_loss": 0.9469221377730719} {"data_time": 0.012816927992389537, "eta_seconds": 22890.206927695137, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.2873221975727522, "fast_rcnn/fg_cls_accuracy": 0.6887499063740543, "iteration": 229799, "loss_box_reg": 0.21185896010138094, "loss_cls": 0.17241353873396292, "loss_mask": 0.23190692625939846, "loss_rpn_cls": 0.024070644285529852, "loss_rpn_loc": 0.06721886846935377, "loss_sem_seg": 0.2053278919775039, "lr": 0.002, "mask_rcnn/accuracy": 0.8945727349573503, "mask_rcnn/false_negative": 0.08869187531143705, "mask_rcnn/false_positive": 0.1152200017544999, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5676254629943287, "total_loss": 0.9047401890275069} {"data_time": 0.011989696504315361, "eta_seconds": 22876.919571809063, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.22992972023246386, "fast_rcnn/fg_cls_accuracy": 0.7441558441558442, "iteration": 229819, "loss_box_reg": 0.19699712167494, "loss_cls": 0.1438235838431865, "loss_mask": 0.21678489446640015, "loss_rpn_cls": 0.026362717428128235, "loss_rpn_loc": 0.06892523181159049, "loss_sem_seg": 0.23013131599873304, "lr": 0.002, "mask_rcnn/accuracy": 0.913732950337393, "mask_rcnn/false_negative": 0.07596121845277021, "mask_rcnn/false_positive": 0.08583545106037169, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5686520075105364, "total_loss": 0.8557615495346909} {"data_time": 0.013730605511227623, "eta_seconds": 22865.5326378991, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.2533842415827837, "fast_rcnn/fg_cls_accuracy": 0.729486144740382, "iteration": 229839, "loss_box_reg": 0.20310787810012698, "loss_cls": 0.1654817764647305, "loss_mask": 0.22264270996674895, "loss_rpn_cls": 0.025522142812405946, "loss_rpn_loc": 0.06362515789805911, "loss_sem_seg": 0.2349309315904975, "lr": 0.002, "mask_rcnn/accuracy": 0.9012900022903989, "mask_rcnn/false_negative": 0.06126064805014582, "mask_rcnn/false_positive": 0.12901434853855123, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5687893209978938, "total_loss": 0.9388549525938288} {"data_time": 0.012091083510313183, "eta_seconds": 22864.160923533695, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.2652386428982174, "fast_rcnn/fg_cls_accuracy": 0.7347613571017826, "iteration": 229859, "loss_box_reg": 0.19632211001589894, "loss_cls": 0.16153065231628716, "loss_mask": 0.22422984847798944, "loss_rpn_cls": 0.026014479703007964, "loss_rpn_loc": 0.06731261222739704, "loss_sem_seg": 0.2073553444352001, "lr": 0.002, "mask_rcnn/accuracy": 0.902692048924388, "mask_rcnn/false_negative": 0.10133754438300244, "mask_rcnn/false_positive": 0.08973213327223328, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5834373260004213, "total_loss": 0.8666844125727948} {"data_time": 0.01351093000266701, "eta_seconds": 22847.163433773807, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.22180582796301485, "fast_rcnn/fg_cls_accuracy": 0.7372615625816566, "iteration": 229879, "loss_box_reg": 0.20828133961185813, "loss_cls": 0.15996675472706556, "loss_mask": 0.22867360059171915, "loss_rpn_cls": 0.026649762749002548, "loss_rpn_loc": 0.06617066520266235, "loss_sem_seg": 0.2018713317811489, "lr": 0.002, "mask_rcnn/accuracy": 0.9035538821486674, "mask_rcnn/false_negative": 0.06808273186983946, "mask_rcnn/false_positive": 0.11304356656135281, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.561292656508158, "total_loss": 0.9378300433163531} {"data_time": 0.011825879497337155, "eta_seconds": 22853.04063253489, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.2412121212121212, "fast_rcnn/fg_cls_accuracy": 0.7481318681318682, "iteration": 229899, "loss_box_reg": 0.19867241336032748, "loss_cls": 0.1580535734537989, "loss_mask": 0.22901472263038158, "loss_rpn_cls": 0.025296752548456425, "loss_rpn_loc": 0.050712351250695065, "loss_sem_seg": 0.20173809304833412, "lr": 0.002, "mask_rcnn/accuracy": 0.8980821466131882, "mask_rcnn/false_negative": 0.09388071420484118, "mask_rcnn/false_positive": 0.10145529356997361, "roi_head/num_bg_samples": 430.75, "roi_head/num_fg_samples": 81.25, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5736584230035078, "total_loss": 0.8802433585369727} {"data_time": 0.012449432993889786, "eta_seconds": 22824.385174574112, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.2663735597331716, "fast_rcnn/fg_cls_accuracy": 0.6921711101398602, "iteration": 229919, "loss_box_reg": 0.1779851970495656, "loss_cls": 0.14561683358624578, "loss_mask": 0.20929904514923692, "loss_rpn_cls": 0.02174707891208527, "loss_rpn_loc": 0.05608902726089582, "loss_sem_seg": 0.20065448514651507, "lr": 0.002, "mask_rcnn/accuracy": 0.8893630656682563, "mask_rcnn/false_negative": 0.08785919837793296, "mask_rcnn/false_positive": 0.12816364099850772, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.5594266194966622, "total_loss": 0.8417421994563483} {"data_time": 0.012096485501388088, "eta_seconds": 22828.297324605228, "fast_rcnn/cls_accuracy": 0.95654296875, "fast_rcnn/false_negative": 0.241140642303433, "fast_rcnn/fg_cls_accuracy": 0.7257988721804511, "iteration": 229939, "loss_box_reg": 0.19868523627519608, "loss_cls": 0.15078109357273206, "loss_mask": 0.21588766993954778, "loss_rpn_cls": 0.019820107219857164, "loss_rpn_loc": 0.05574002373032272, "loss_sem_seg": 0.22627871751319617, "lr": 0.002, "mask_rcnn/accuracy": 0.9122438811496826, "mask_rcnn/false_negative": 0.0690768177180683, "mask_rcnn/false_positive": 0.11459480363685487, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5701272169972071, "total_loss": 0.8669193307468959} {"data_time": 0.012189725501229987, "eta_seconds": 22801.606915374417, "fast_rcnn/cls_accuracy": 0.9560546875, "fast_rcnn/false_negative": 0.20810810810810812, "fast_rcnn/fg_cls_accuracy": 0.7561561561561562, "iteration": 229959, "loss_box_reg": 0.20127488509751856, "loss_cls": 0.15890350216068327, "loss_mask": 0.2241089530289173, "loss_rpn_cls": 0.02648618888724741, "loss_rpn_loc": 0.05217933371022809, "loss_sem_seg": 0.21705547207966447, "lr": 0.002, "mask_rcnn/accuracy": 0.9116413373860182, "mask_rcnn/false_negative": 0.08401793406974617, "mask_rcnn/false_positive": 0.08797156438675388, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 237.5, "rpn/num_pos_anchors": 18.5, "time": 0.5690536625043023, "total_loss": 0.9000743658079955} {"data_time": 0.012266885518329218, "eta_seconds": 22785.824100529368, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.2508486006519051, "fast_rcnn/fg_cls_accuracy": 0.7231313926042486, "iteration": 229979, "loss_box_reg": 0.19657926633954048, "loss_cls": 0.15296893031336367, "loss_mask": 0.21159831155091524, "loss_rpn_cls": 0.01982572688939399, "loss_rpn_loc": 0.05598074776935391, "loss_sem_seg": 0.20245292340405285, "lr": 0.002, "mask_rcnn/accuracy": 0.9065749464141859, "mask_rcnn/false_negative": 0.07004023434553924, "mask_rcnn/false_positive": 0.10991518937458031, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5657660195138305, "total_loss": 0.8830542886717012} {"data_time": 0.013329132503713481, "eta_seconds": 22790.745834709, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.30157143521316654, "fast_rcnn/fg_cls_accuracy": 0.6915122021040578, "iteration": 229999, "loss_box_reg": 0.2140602415893227, "loss_cls": 0.17535348958335817, "loss_mask": 0.22162969503551722, "loss_rpn_cls": 0.02529070823220536, "loss_rpn_loc": 0.05840420807362534, "loss_sem_seg": 0.21783599792979658, "lr": 0.002, "mask_rcnn/accuracy": 0.8909912072025212, "mask_rcnn/false_negative": 0.08126990185241283, "mask_rcnn/false_positive": 0.13904848191826985, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.5681368310033577, "total_loss": 0.8996374577982351} {"data_time": 0.01264454449119512, "eta_seconds": 22767.439526574875, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.2097143425898278, "fast_rcnn/fg_cls_accuracy": 0.7739457881291265, "iteration": 230019, "loss_box_reg": 0.2011320316232741, "loss_cls": 0.14673037361353636, "loss_mask": 0.22076080506667495, "loss_rpn_cls": 0.023505107339587994, "loss_rpn_loc": 0.05848661113122944, "loss_sem_seg": 0.21009539952501655, "lr": 0.002, "mask_rcnn/accuracy": 0.9072158856754988, "mask_rcnn/false_negative": 0.08616810899609556, "mask_rcnn/false_positive": 0.09885855724172543, "roi_head/num_bg_samples": 432.5, "roi_head/num_fg_samples": 79.5, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5668730594916269, "total_loss": 0.8872190162001061} {"data_time": 0.01140620349906385, "eta_seconds": 22761.63360816447, "fast_rcnn/cls_accuracy": 0.95556640625, "fast_rcnn/false_negative": 0.22479269318591516, "fast_rcnn/fg_cls_accuracy": 0.7361237488626025, "iteration": 230039, "loss_box_reg": 0.2169075645506382, "loss_cls": 0.1590986978262663, "loss_mask": 0.2270706733688712, "loss_rpn_cls": 0.023155338772994583, "loss_rpn_loc": 0.06544892286183313, "loss_sem_seg": 0.19882930302992463, "lr": 0.002, "mask_rcnn/accuracy": 0.8971118804664723, "mask_rcnn/false_negative": 0.09343959831525561, "mask_rcnn/false_positive": 0.10487347709384429, "roi_head/num_bg_samples": 460.5, "roi_head/num_fg_samples": 51.5, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5702257550001377, "total_loss": 0.914229167799931} {"data_time": 0.01325500849634409, "eta_seconds": 22744.66126737518, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.2708169934640523, "fast_rcnn/fg_cls_accuracy": 0.7154411764705882, "iteration": 230059, "loss_box_reg": 0.2083204840309918, "loss_cls": 0.15809363359585404, "loss_mask": 0.23117750138044357, "loss_rpn_cls": 0.02365391307102982, "loss_rpn_loc": 0.06347098652622662, "loss_sem_seg": 0.21890655672177672, "lr": 0.002, "mask_rcnn/accuracy": 0.9127047258075561, "mask_rcnn/false_negative": 0.08874778849104406, "mask_rcnn/false_positive": 0.09731579909730236, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 237.5, "rpn/num_pos_anchors": 18.5, "time": 0.5660591464984464, "total_loss": 0.8871607837427291} {"data_time": 0.014989497998612933, "eta_seconds": 22727.31714273803, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.2398989898989899, "fast_rcnn/fg_cls_accuracy": 0.7465879265091864, "iteration": 230079, "loss_box_reg": 0.18631629494484514, "loss_cls": 0.1691343793645501, "loss_mask": 0.2202876228839159, "loss_rpn_cls": 0.025259563510189764, "loss_rpn_loc": 0.060966514982283115, "loss_sem_seg": 0.21045994898304343, "lr": 0.002, "mask_rcnn/accuracy": 0.8985003048461699, "mask_rcnn/false_negative": 0.0841321208859456, "mask_rcnn/false_positive": 0.12203722649732657, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5617246860056184, "total_loss": 0.9027031024961616} {"data_time": 0.012221348006278276, "eta_seconds": 22721.883008175486, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.2598916330645161, "fast_rcnn/fg_cls_accuracy": 0.7063033773291926, "iteration": 230099, "loss_box_reg": 0.23248956818133593, "loss_cls": 0.18634245241992176, "loss_mask": 0.22692581452429295, "loss_rpn_cls": 0.03035296472535265, "loss_rpn_loc": 0.08303823033929802, "loss_sem_seg": 0.23617014288902283, "lr": 0.002, "mask_rcnn/accuracy": 0.8946942391169498, "mask_rcnn/false_negative": 0.10376402679864603, "mask_rcnn/false_positive": 0.11274076448910651, "roi_head/num_bg_samples": 429.5, "roi_head/num_fg_samples": 82.5, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5667006104922621, "total_loss": 0.9993423039413756} {"data_time": 0.011953881505178288, "eta_seconds": 22732.279513688467, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.2646604938271605, "fast_rcnn/fg_cls_accuracy": 0.7301158090243636, "iteration": 230119, "loss_box_reg": 0.21921820752322674, "loss_cls": 0.17000697494950145, "loss_mask": 0.22318278159946203, "loss_rpn_cls": 0.024350778412554064, "loss_rpn_loc": 0.06264117010869086, "loss_sem_seg": 0.19925571116618812, "lr": 0.002, "mask_rcnn/accuracy": 0.9034995488447037, "mask_rcnn/false_negative": 0.08792352639067712, "mask_rcnn/false_positive": 0.10748825734671813, "roi_head/num_bg_samples": 431.25, "roi_head/num_fg_samples": 80.75, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5783157844998641, "total_loss": 0.9171403651707806} {"data_time": 0.011903891994734295, "eta_seconds": 22713.958034717405, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.2880494683609959, "fast_rcnn/fg_cls_accuracy": 0.6632088520055325, "iteration": 230139, "loss_box_reg": 0.20873255236074328, "loss_cls": 0.1628561457619071, "loss_mask": 0.22375083295628428, "loss_rpn_cls": 0.025462811929173768, "loss_rpn_loc": 0.049341627513058484, "loss_sem_seg": 0.20435386942699552, "lr": 0.002, "mask_rcnn/accuracy": 0.9027236960549012, "mask_rcnn/false_negative": 0.08579105842117674, "mask_rcnn/false_positive": 0.0995519263634703, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5634781375119928, "total_loss": 0.9350614992290502} {"data_time": 0.012697884507360868, "eta_seconds": 22713.393582897683, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.252816968090143, "fast_rcnn/fg_cls_accuracy": 0.7315942796610169, "iteration": 230159, "loss_box_reg": 0.19748070475179702, "loss_cls": 0.1597669767215848, "loss_mask": 0.22250476432964206, "loss_rpn_cls": 0.0294215106368938, "loss_rpn_loc": 0.05941401747986674, "loss_sem_seg": 0.21466306457296014, "lr": 0.002, "mask_rcnn/accuracy": 0.89992023474839, "mask_rcnn/false_negative": 0.09393063567518978, "mask_rcnn/false_positive": 0.1133570144078486, "roi_head/num_bg_samples": 430.0, "roi_head/num_fg_samples": 82.0, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5662332350038923, "total_loss": 0.8845453059184365} {"data_time": 0.01236752800468821, "eta_seconds": 22704.595557018853, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.2622629169391759, "fast_rcnn/fg_cls_accuracy": 0.7258158508158508, "iteration": 230179, "loss_box_reg": 0.193838223349303, "loss_cls": 0.16733448154991493, "loss_mask": 0.22708200383931398, "loss_rpn_cls": 0.026647094116924563, "loss_rpn_loc": 0.06656683387700468, "loss_sem_seg": 0.20830141380429268, "lr": 0.002, "mask_rcnn/accuracy": 0.9066437556804099, "mask_rcnn/false_negative": 0.0806454469417312, "mask_rcnn/false_positive": 0.09497171170235391, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5820006485009799, "total_loss": 0.9036113391048275} {"data_time": 0.012217150011565536, "eta_seconds": 22693.19222934902, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.22631203337725075, "fast_rcnn/fg_cls_accuracy": 0.7410556891025641, "iteration": 230199, "loss_box_reg": 0.19205407076515257, "loss_cls": 0.16832827078178525, "loss_mask": 0.22746752854436636, "loss_rpn_cls": 0.028803563734982163, "loss_rpn_loc": 0.06605659433989786, "loss_sem_seg": 0.2270479560829699, "lr": 0.002, "mask_rcnn/accuracy": 0.9169171681468636, "mask_rcnn/false_negative": 0.08299546777413483, "mask_rcnn/false_positive": 0.06605472607823638, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 237.5, "rpn/num_pos_anchors": 18.5, "time": 0.5619796855025925, "total_loss": 0.9316063286314602} {"data_time": 0.012506902508903295, "eta_seconds": 22668.37170615622, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.2306922435362802, "fast_rcnn/fg_cls_accuracy": 0.7548183839881394, "iteration": 230219, "loss_box_reg": 0.19802490901201963, "loss_cls": 0.16237637912854552, "loss_mask": 0.23134838417172432, "loss_rpn_cls": 0.026796276000823127, "loss_rpn_loc": 0.06746655108872801, "loss_sem_seg": 0.21158146567177027, "lr": 0.002, "mask_rcnn/accuracy": 0.8997798759228002, "mask_rcnn/false_negative": 0.07974784975998479, "mask_rcnn/false_positive": 0.10527041573830864, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5570674394984962, "total_loss": 0.9175743531195621} {"data_time": 0.011561138991964981, "eta_seconds": 22647.71436886533, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.26895831071544896, "fast_rcnn/fg_cls_accuracy": 0.7174488914483156, "iteration": 230239, "loss_box_reg": 0.19884694053325802, "loss_cls": 0.16574182617478073, "loss_mask": 0.21895468793809414, "loss_rpn_cls": 0.024259549669295666, "loss_rpn_loc": 0.06205265485914424, "loss_sem_seg": 0.2060027881525457, "lr": 0.002, "mask_rcnn/accuracy": 0.8970883328492514, "mask_rcnn/false_negative": 0.09082159597920862, "mask_rcnn/false_positive": 0.10399979200679368, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.5724843700154452, "total_loss": 0.8958159835055994} {"data_time": 0.01318389200605452, "eta_seconds": 22636.322444935417, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.2293221857270827, "fast_rcnn/fg_cls_accuracy": 0.7706778142729173, "iteration": 230259, "loss_box_reg": 0.18474230263382196, "loss_cls": 0.15136930579319596, "loss_mask": 0.20418922742828727, "loss_rpn_cls": 0.019527475680661155, "loss_rpn_loc": 0.04900564695708454, "loss_sem_seg": 0.22417733719339594, "lr": 0.002, "mask_rcnn/accuracy": 0.9158518711488021, "mask_rcnn/false_negative": 0.07563048201782671, "mask_rcnn/false_positive": 0.08829913783695295, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5715258059935877, "total_loss": 0.8353174065014173} {"data_time": 0.01266224100254476, "eta_seconds": 22616.310686243727, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.25945857795172866, "fast_rcnn/fg_cls_accuracy": 0.7066478646253022, "iteration": 230279, "loss_box_reg": 0.22254310129210353, "loss_cls": 0.16493558487854898, "loss_mask": 0.22224651090800762, "loss_rpn_cls": 0.028662875862210058, "loss_rpn_loc": 0.063693361604237, "loss_sem_seg": 0.22720877546817064, "lr": 0.002, "mask_rcnn/accuracy": 0.904328075746061, "mask_rcnn/false_negative": 0.07775189019227181, "mask_rcnn/false_positive": 0.11587599296476156, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 207.25, "rpn/num_pos_anchors": 48.75, "time": 0.5612715390161611, "total_loss": 0.9476999131475168} {"data_time": 0.012569761485792696, "eta_seconds": 22619.819514106697, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.25403310287031217, "fast_rcnn/fg_cls_accuracy": 0.6629210560541032, "iteration": 230299, "loss_box_reg": 0.21276569599285722, "loss_cls": 0.17415616218931973, "loss_mask": 0.22898013424128294, "loss_rpn_cls": 0.026452092180988984, "loss_rpn_loc": 0.0536516396823572, "loss_sem_seg": 0.19850593013688922, "lr": 0.002, "mask_rcnn/accuracy": 0.8940910750641764, "mask_rcnn/false_negative": 0.10123380323142869, "mask_rcnn/false_positive": 0.10794334696577788, "roi_head/num_bg_samples": 433.0, "roi_head/num_fg_samples": 79.0, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.5741327839932637, "total_loss": 0.8849804217843484} {"data_time": 0.012321043512201868, "eta_seconds": 22592.246224060014, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.2464190981432361, "fast_rcnn/fg_cls_accuracy": 0.7356260372487553, "iteration": 230319, "loss_box_reg": 0.2031127349473536, "loss_cls": 0.15888831648044288, "loss_mask": 0.22299698740243912, "loss_rpn_cls": 0.02265820183674805, "loss_rpn_loc": 0.05364644492510706, "loss_sem_seg": 0.21513582486659288, "lr": 0.002, "mask_rcnn/accuracy": 0.9003581381974756, "mask_rcnn/false_negative": 0.10237953101373669, "mask_rcnn/false_positive": 0.10329603289841312, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5516941950045293, "total_loss": 0.8932405423838645} {"data_time": 0.012458671000786126, "eta_seconds": 22577.178015478086, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.25700956937799047, "fast_rcnn/fg_cls_accuracy": 0.7141328664526797, "iteration": 230339, "loss_box_reg": 0.21157670766115189, "loss_cls": 0.16618835041299462, "loss_mask": 0.21770621743053198, "loss_rpn_cls": 0.02572871817756095, "loss_rpn_loc": 0.059747454535681754, "loss_sem_seg": 0.21650580875575542, "lr": 0.002, "mask_rcnn/accuracy": 0.9066747246305542, "mask_rcnn/false_negative": 0.08217240395730568, "mask_rcnn/false_positive": 0.10105070445624774, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5698348755104234, "total_loss": 0.9073240003344836} {"data_time": 0.012115149002056569, "eta_seconds": 22563.440601627735, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.25, "fast_rcnn/fg_cls_accuracy": 0.7087053571428572, "iteration": 230359, "loss_box_reg": 0.20515417773276567, "loss_cls": 0.158054391737096, "loss_mask": 0.23327099299058318, "loss_rpn_cls": 0.02238572413989459, "loss_rpn_loc": 0.053349253903434146, "loss_sem_seg": 0.2034240283537656, "lr": 0.002, "mask_rcnn/accuracy": 0.9016380119756235, "mask_rcnn/false_negative": 0.08145020969381413, "mask_rcnn/false_positive": 0.10824680153119517, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.5635145620180992, "total_loss": 0.9140124091791222} {"data_time": 0.012766817992087454, "eta_seconds": 22528.61837299919, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.2268581081081081, "fast_rcnn/fg_cls_accuracy": 0.759077380952381, "iteration": 230379, "loss_box_reg": 0.1957466071471572, "loss_cls": 0.1506738136522472, "loss_mask": 0.2232368364930153, "loss_rpn_cls": 0.02221484264009632, "loss_rpn_loc": 0.051447267600451596, "loss_sem_seg": 0.21326196938753128, "lr": 0.002, "mask_rcnn/accuracy": 0.9110081896836405, "mask_rcnn/false_negative": 0.07539219710151215, "mask_rcnn/false_positive": 0.09215269402539389, "roi_head/num_bg_samples": 458.0, "roi_head/num_fg_samples": 54.0, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 0.56642714550253, "total_loss": 0.8669537636014866} {"data_time": 0.01149125598021783, "eta_seconds": 22540.672820187683, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.23232595790609822, "fast_rcnn/fg_cls_accuracy": 0.7079659470963819, "iteration": 230399, "loss_box_reg": 0.22571608796715736, "loss_cls": 0.18231721874326468, "loss_mask": 0.23585648275911808, "loss_rpn_cls": 0.023156526587627013, "loss_rpn_loc": 0.06695017927268054, "loss_sem_seg": 0.21538028307259083, "lr": 0.002, "mask_rcnn/accuracy": 0.9009835742463848, "mask_rcnn/false_negative": 0.09683825490873912, "mask_rcnn/false_positive": 0.09238878370473216, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.5790514649997931, "total_loss": 0.9753799779136898} {"data_time": 0.013220192500739358, "eta_seconds": 22531.637705318528, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.2568407960199005, "fast_rcnn/fg_cls_accuracy": 0.7150412796697627, "iteration": 230419, "loss_box_reg": 0.20867098751477897, "loss_cls": 0.16474932187702507, "loss_mask": 0.22021720465272665, "loss_rpn_cls": 0.02818253293662565, "loss_rpn_loc": 0.0708104945224477, "loss_sem_seg": 0.2068916060961783, "lr": 0.002, "mask_rcnn/accuracy": 0.8918337275204019, "mask_rcnn/false_negative": 0.10137562087427102, "mask_rcnn/false_positive": 0.11627555628187125, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5699854645063169, "total_loss": 0.88982344427302} {"data_time": 0.013073538997559808, "eta_seconds": 22525.210016326077, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.29555175363558595, "fast_rcnn/fg_cls_accuracy": 0.6951995373048006, "iteration": 230439, "loss_box_reg": 0.22015078458935022, "loss_cls": 0.17360360699240118, "loss_mask": 0.22219529375433922, "loss_rpn_cls": 0.02569888869766146, "loss_rpn_loc": 0.06506372598232701, "loss_sem_seg": 0.2081748580094427, "lr": 0.002, "mask_rcnn/accuracy": 0.9080197796296077, "mask_rcnn/false_negative": 0.07939665746539415, "mask_rcnn/false_positive": 0.08913594286406176, "roi_head/num_bg_samples": 431.25, "roi_head/num_fg_samples": 80.75, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.5752437859919155, "total_loss": 0.9176903361367295} {"data_time": 0.012889234989415854, "eta_seconds": 22513.82243258637, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.299780701754386, "fast_rcnn/fg_cls_accuracy": 0.6675970873786408, "iteration": 230459, "loss_box_reg": 0.20790848601609468, "loss_cls": 0.15538455499336123, "loss_mask": 0.22095114830881357, "loss_rpn_cls": 0.02579279489691544, "loss_rpn_loc": 0.055878397659398615, "loss_sem_seg": 0.1928267846815288, "lr": 0.002, "mask_rcnn/accuracy": 0.8872128269411212, "mask_rcnn/false_negative": 0.10660389738097728, "mask_rcnn/false_positive": 0.11143893080526966, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 236.5, "rpn/num_pos_anchors": 19.5, "time": 0.5624602390016662, "total_loss": 0.8861392709768552} {"data_time": 0.012083416484529153, "eta_seconds": 22497.48247269886, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.2662668665667166, "fast_rcnn/fg_cls_accuracy": 0.7294227886056972, "iteration": 230479, "loss_box_reg": 0.2126667844131589, "loss_cls": 0.16913384757936, "loss_mask": 0.23209190275520086, "loss_rpn_cls": 0.027428584835433867, "loss_rpn_loc": 0.0635914586018771, "loss_sem_seg": 0.21478274883702397, "lr": 0.002, "mask_rcnn/accuracy": 0.8839685610997117, "mask_rcnn/false_negative": 0.09689560900160918, "mask_rcnn/false_positive": 0.12368118434541361, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5530457645072602, "total_loss": 0.9071646325246547} {"data_time": 0.012593054008902982, "eta_seconds": 22467.28891574664, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.24576180026676991, "fast_rcnn/fg_cls_accuracy": 0.733790066063127, "iteration": 230499, "loss_box_reg": 0.18745160894468427, "loss_cls": 0.14970387413632125, "loss_mask": 0.21420574514195323, "loss_rpn_cls": 0.020580852491548285, "loss_rpn_loc": 0.05473283468745649, "loss_sem_seg": 0.21058172010816634, "lr": 0.002, "mask_rcnn/accuracy": 0.9058281188798107, "mask_rcnn/false_negative": 0.08522021162338005, "mask_rcnn/false_positive": 0.09950345513654732, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5576270184974419, "total_loss": 0.8716642621075152} {"data_time": 0.012618837004993111, "eta_seconds": 22454.614258694666, "fast_rcnn/cls_accuracy": 0.96142578125, "fast_rcnn/false_negative": 0.1909282700421941, "fast_rcnn/fg_cls_accuracy": 0.7383198231392778, "iteration": 230519, "loss_box_reg": 0.18541244976222515, "loss_cls": 0.14941232441924512, "loss_mask": 0.2213020366616547, "loss_rpn_cls": 0.023639741077204235, "loss_rpn_loc": 0.06439378898357973, "loss_sem_seg": 0.21300120605155826, "lr": 0.002, "mask_rcnn/accuracy": 0.9222742550514977, "mask_rcnn/false_negative": 0.07481539284355423, "mask_rcnn/false_positive": 0.07754695639602963, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 238.0, "rpn/num_pos_anchors": 18.0, "time": 0.5686918955034344, "total_loss": 0.8648572359034006} {"data_time": 0.01190034499450121, "eta_seconds": 22433.002546806078, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.24415300546448088, "fast_rcnn/fg_cls_accuracy": 0.7298823249732557, "iteration": 230539, "loss_box_reg": 0.1990531919291243, "loss_cls": 0.17143191548530012, "loss_mask": 0.23711029160767794, "loss_rpn_cls": 0.02698892358057492, "loss_rpn_loc": 0.062306942068971694, "loss_sem_seg": 0.21225595264695585, "lr": 0.002, "mask_rcnn/accuracy": 0.9077702086421161, "mask_rcnn/false_negative": 0.08406309247817634, "mask_rcnn/false_positive": 0.09517340760025525, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5630233989941189, "total_loss": 0.8929207138717175} {"data_time": 0.01214544550748542, "eta_seconds": 22431.864465874125, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.2299534574468085, "fast_rcnn/fg_cls_accuracy": 0.7622340425531915, "iteration": 230559, "loss_box_reg": 0.20686498237773776, "loss_cls": 0.16095139575190842, "loss_mask": 0.2190017676912248, "loss_rpn_cls": 0.026196830032858998, "loss_rpn_loc": 0.055015342299157055, "loss_sem_seg": 0.20238313521258533, "lr": 0.002, "mask_rcnn/accuracy": 0.9115230193145374, "mask_rcnn/false_negative": 0.07397251071264843, "mask_rcnn/false_positive": 0.11334928052435292, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5733053535077488, "total_loss": 0.8473135811509565} {"data_time": 0.012997045501833782, "eta_seconds": 22420.489569463854, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.29178265800598, "fast_rcnn/fg_cls_accuracy": 0.6935812060673325, "iteration": 230579, "loss_box_reg": 0.2066656188108027, "loss_cls": 0.16984619782306254, "loss_mask": 0.22085552662611008, "loss_rpn_cls": 0.025821509334491566, "loss_rpn_loc": 0.06478692404925823, "loss_sem_seg": 0.19919855752959847, "lr": 0.002, "mask_rcnn/accuracy": 0.9055738462266956, "mask_rcnn/false_negative": 0.08347885063271082, "mask_rcnn/false_positive": 0.1038367597720264, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.569697774015367, "total_loss": 0.8839703340199776} {"data_time": 0.012733868497889489, "eta_seconds": 22403.52571905154, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.21284075954126713, "fast_rcnn/fg_cls_accuracy": 0.7074380165289256, "iteration": 230599, "loss_box_reg": 0.2165663130581379, "loss_cls": 0.17054862692020833, "loss_mask": 0.2284447494894266, "loss_rpn_cls": 0.026842899333132664, "loss_rpn_loc": 0.078542447387008, "loss_sem_seg": 0.21375901880674064, "lr": 0.002, "mask_rcnn/accuracy": 0.9121151542560462, "mask_rcnn/false_negative": 0.07841174232083323, "mask_rcnn/false_positive": 0.10283010432120988, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5704837405064609, "total_loss": 0.952060304407496} {"data_time": 0.012113103512092493, "eta_seconds": 22384.50781920139, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.1973870056497175, "fast_rcnn/fg_cls_accuracy": 0.8026129943502824, "iteration": 230619, "loss_box_reg": 0.20311602321453393, "loss_cls": 0.16038722591474652, "loss_mask": 0.2192220026627183, "loss_rpn_cls": 0.02637990831863135, "loss_rpn_loc": 0.06226766493637115, "loss_sem_seg": 0.21007424406707287, "lr": 0.002, "mask_rcnn/accuracy": 0.9106143934556524, "mask_rcnn/false_negative": 0.08016477696670499, "mask_rcnn/false_positive": 0.08409551612058634, "roi_head/num_bg_samples": 427.5, "roi_head/num_fg_samples": 84.5, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.5707948964991374, "total_loss": 0.86252497078749} {"data_time": 0.012822118485928513, "eta_seconds": 22367.541012804417, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.28540932236584415, "fast_rcnn/fg_cls_accuracy": 0.7000979240109675, "iteration": 230639, "loss_box_reg": 0.20907346438616514, "loss_cls": 0.16374865674879402, "loss_mask": 0.2234274810180068, "loss_rpn_cls": 0.025720663525135024, "loss_rpn_loc": 0.061758378404192626, "loss_sem_seg": 0.20940014347434044, "lr": 0.002, "mask_rcnn/accuracy": 0.9114551953837668, "mask_rcnn/false_negative": 0.0888544243239445, "mask_rcnn/false_positive": 0.09257435083719581, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.5604911775008077, "total_loss": 0.9288834440376377} {"data_time": 0.011321796002448536, "eta_seconds": 22364.262813654757, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.26780083409622624, "fast_rcnn/fg_cls_accuracy": 0.7197331990938838, "iteration": 230659, "loss_box_reg": 0.2110035833902657, "loss_cls": 0.16963564814068377, "loss_mask": 0.22152251144871116, "loss_rpn_cls": 0.025586981006199494, "loss_rpn_loc": 0.05760817373811733, "loss_sem_seg": 0.2071551689878106, "lr": 0.002, "mask_rcnn/accuracy": 0.9047601183330475, "mask_rcnn/false_negative": 0.07966403660601845, "mask_rcnn/false_positive": 0.10696850400635685, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5782360560115194, "total_loss": 0.9506619804305956} {"data_time": 0.012468681001337245, "eta_seconds": 22338.61674068289, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.21030779260885976, "fast_rcnn/fg_cls_accuracy": 0.7869548919155317, "iteration": 230679, "loss_box_reg": 0.19256428512744606, "loss_cls": 0.14884100225754082, "loss_mask": 0.2240834292024374, "loss_rpn_cls": 0.026265900982252788, "loss_rpn_loc": 0.05595676967641339, "loss_sem_seg": 0.20800371281802654, "lr": 0.002, "mask_rcnn/accuracy": 0.924097755985511, "mask_rcnn/false_negative": 0.0630140208275701, "mask_rcnn/false_positive": 0.0932696674875954, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5582380380074028, "total_loss": 0.8851796745257161} {"data_time": 0.012218187999678776, "eta_seconds": 22330.870565911173, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.2438987392975123, "fast_rcnn/fg_cls_accuracy": 0.7384685298795728, "iteration": 230699, "loss_box_reg": 0.20111748343333602, "loss_cls": 0.16316876048222184, "loss_mask": 0.22999515291303396, "loss_rpn_cls": 0.029962785294628702, "loss_rpn_loc": 0.059954026917694137, "loss_sem_seg": 0.202493061311543, "lr": 0.002, "mask_rcnn/accuracy": 0.8934795171697126, "mask_rcnn/false_negative": 0.10219429456211465, "mask_rcnn/false_positive": 0.10444012515272727, "roi_head/num_bg_samples": 433.0, "roi_head/num_fg_samples": 79.0, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5675244965095771, "total_loss": 0.894980595970992} {"data_time": 0.013617319506010972, "eta_seconds": 22325.039077539055, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.28782426150847207, "fast_rcnn/fg_cls_accuracy": 0.690964354794142, "iteration": 230719, "loss_box_reg": 0.21831600787118077, "loss_cls": 0.17225392727414146, "loss_mask": 0.21984763722866774, "loss_rpn_cls": 0.026813721629878273, "loss_rpn_loc": 0.06602648922125809, "loss_sem_seg": 0.20443410286679864, "lr": 0.002, "mask_rcnn/accuracy": 0.9049276698868524, "mask_rcnn/false_negative": 0.10152710145407334, "mask_rcnn/false_positive": 0.09980595262261432, "roi_head/num_bg_samples": 429.5, "roi_head/num_fg_samples": 82.5, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.5769040464947466, "total_loss": 0.9236302585341036} {"data_time": 0.01402813549793791, "eta_seconds": 22313.672239078966, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.21448810850984765, "fast_rcnn/fg_cls_accuracy": 0.7360828049516908, "iteration": 230739, "loss_box_reg": 0.1917659849859774, "loss_cls": 0.1544020299334079, "loss_mask": 0.2192363291978836, "loss_rpn_cls": 0.021173004046431743, "loss_rpn_loc": 0.06216198217589408, "loss_sem_seg": 0.21133536286652088, "lr": 0.002, "mask_rcnn/accuracy": 0.9078749960119535, "mask_rcnn/false_negative": 0.07647907926310765, "mask_rcnn/false_positive": 0.09682467150460655, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5599814144952688, "total_loss": 0.8734026237507351} {"data_time": 0.012231001499458216, "eta_seconds": 22309.244798893094, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.22008803521408565, "fast_rcnn/fg_cls_accuracy": 0.7750383390350359, "iteration": 230759, "loss_box_reg": 0.19900515698827803, "loss_cls": 0.1708274381235242, "loss_mask": 0.22159088589251041, "loss_rpn_cls": 0.0301443379430566, "loss_rpn_loc": 0.05298429596587084, "loss_sem_seg": 0.20748875860590488, "lr": 0.002, "mask_rcnn/accuracy": 0.9124032433684193, "mask_rcnn/false_negative": 0.07524410905789564, "mask_rcnn/false_positive": 0.10153026055338546, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.57137471200258, "total_loss": 0.8812554967153119} {"data_time": 0.012043713999446481, "eta_seconds": 22286.611740062814, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.23293650793650794, "fast_rcnn/fg_cls_accuracy": 0.7452380952380953, "iteration": 230779, "loss_box_reg": 0.1754944957792759, "loss_cls": 0.14434089954011142, "loss_mask": 0.21907507115975022, "loss_rpn_cls": 0.022054907072742935, "loss_rpn_loc": 0.0490175083396025, "loss_sem_seg": 0.21916173119097948, "lr": 0.002, "mask_rcnn/accuracy": 0.9066857993197279, "mask_rcnn/false_negative": 0.0874655236105609, "mask_rcnn/false_positive": 0.09785668730973951, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5661395189963514, "total_loss": 0.820486852346221} {"data_time": 0.012076296494342387, "eta_seconds": 22270.443652285292, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.2334831621004566, "fast_rcnn/fg_cls_accuracy": 0.7358536585365854, "iteration": 230799, "loss_box_reg": 0.204469172982499, "loss_cls": 0.16951520880684257, "loss_mask": 0.22690937807783484, "loss_rpn_cls": 0.02690632226949674, "loss_rpn_loc": 0.06111533229704946, "loss_sem_seg": 0.24122748977970332, "lr": 0.002, "mask_rcnn/accuracy": 0.9124358416179508, "mask_rcnn/false_negative": 0.08404017852001594, "mask_rcnn/false_positive": 0.10322774317986991, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.5651513215125306, "total_loss": 0.9293010006367695} {"data_time": 0.011582307997741736, "eta_seconds": 22253.745665662573, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.24890625, "fast_rcnn/fg_cls_accuracy": 0.7337339098954143, "iteration": 230819, "loss_box_reg": 0.19822666130494326, "loss_cls": 0.15633465140126646, "loss_mask": 0.23059790581464767, "loss_rpn_cls": 0.02286536280735163, "loss_rpn_loc": 0.06116036471212283, "loss_sem_seg": 0.23781802598387003, "lr": 0.002, "mask_rcnn/accuracy": 0.8812604363822142, "mask_rcnn/false_negative": 0.0956210878200417, "mask_rcnn/false_positive": 0.1321170461719159, "roi_head/num_bg_samples": 427.5, "roi_head/num_fg_samples": 84.5, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5628730279859155, "total_loss": 0.8774285194449476} {"data_time": 0.0125430734915426, "eta_seconds": 22259.45787836128, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.2642023533950617, "fast_rcnn/fg_cls_accuracy": 0.7201726466049383, "iteration": 230839, "loss_box_reg": 0.22411381104029715, "loss_cls": 0.1752208941616118, "loss_mask": 0.23952116537839174, "loss_rpn_cls": 0.028409788203134667, "loss_rpn_loc": 0.08755606930935755, "loss_sem_seg": 0.2183163242880255, "lr": 0.002, "mask_rcnn/accuracy": 0.9097009253684016, "mask_rcnn/false_negative": 0.09679717234332222, "mask_rcnn/false_positive": 0.08894791052082146, "roi_head/num_bg_samples": 430.0, "roi_head/num_fg_samples": 82.0, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.5775350260082632, "total_loss": 0.980514890194172} {"data_time": 0.012133455980801955, "eta_seconds": 22217.097525306075, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.28216814159292036, "fast_rcnn/fg_cls_accuracy": 0.6991558441558441, "iteration": 230859, "loss_box_reg": 0.1980988192372024, "loss_cls": 0.16781770763918757, "loss_mask": 0.22303401678800583, "loss_rpn_cls": 0.028278340432734694, "loss_rpn_loc": 0.054503230057889596, "loss_sem_seg": 0.2154221662785858, "lr": 0.002, "mask_rcnn/accuracy": 0.8982683492178597, "mask_rcnn/false_negative": 0.08846526580717588, "mask_rcnn/false_positive": 0.10957119840762494, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.559968725006911, "total_loss": 0.8768776051001623} {"data_time": 0.012294818996451795, "eta_seconds": 22216.78243206303, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.23427672955974843, "fast_rcnn/fg_cls_accuracy": 0.7155589508530684, "iteration": 230879, "loss_box_reg": 0.21415739227086306, "loss_cls": 0.16632467205636203, "loss_mask": 0.22097621159628034, "loss_rpn_cls": 0.022685319403535686, "loss_rpn_loc": 0.053233043232467026, "loss_sem_seg": 0.23172305012121797, "lr": 0.002, "mask_rcnn/accuracy": 0.8974607381258188, "mask_rcnn/false_negative": 0.08526004459043424, "mask_rcnn/false_positive": 0.10729879759902691, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5732072764949407, "total_loss": 0.9107884725381155} {"data_time": 0.011657819515676238, "eta_seconds": 22213.632745287294, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.214186530895626, "fast_rcnn/fg_cls_accuracy": 0.7853656410703391, "iteration": 230899, "loss_box_reg": 0.20385679975152016, "loss_cls": 0.16073343210155144, "loss_mask": 0.2230863943696022, "loss_rpn_cls": 0.028334414535493124, "loss_rpn_loc": 0.05445438215974718, "loss_sem_seg": 0.21630906662903726, "lr": 0.002, "mask_rcnn/accuracy": 0.9002539766974051, "mask_rcnn/false_negative": 0.08448637219828614, "mask_rcnn/false_positive": 0.1185426090774028, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.5793789509916678, "total_loss": 0.8922823260509176} {"data_time": 0.01355385199713055, "eta_seconds": 22211.45475639979, "fast_rcnn/cls_accuracy": 0.95703125, "fast_rcnn/false_negative": 0.1863661352391424, "fast_rcnn/fg_cls_accuracy": 0.7417511832319135, "iteration": 230919, "loss_box_reg": 0.17978288093581796, "loss_cls": 0.150217697606422, "loss_mask": 0.21631811559200287, "loss_rpn_cls": 0.024208646234910702, "loss_rpn_loc": 0.0591624504304491, "loss_sem_seg": 0.21457904973067343, "lr": 0.002, "mask_rcnn/accuracy": 0.9134153945669177, "mask_rcnn/false_negative": 0.07152941940356972, "mask_rcnn/false_positive": 0.09287559253939401, "roi_head/num_bg_samples": 458.0, "roi_head/num_fg_samples": 54.0, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5698179249884561, "total_loss": 0.8550155982811702} {"data_time": 0.012218026997288689, "eta_seconds": 22190.908382488095, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.24135425268373245, "fast_rcnn/fg_cls_accuracy": 0.7586457473162675, "iteration": 230939, "loss_box_reg": 0.2020227877655998, "loss_cls": 0.15549163619289175, "loss_mask": 0.2282263059169054, "loss_rpn_cls": 0.02533668307296466, "loss_rpn_loc": 0.05764190768240951, "loss_sem_seg": 0.2035885201767087, "lr": 0.002, "mask_rcnn/accuracy": 0.9105104030805766, "mask_rcnn/false_negative": 0.08892051558114866, "mask_rcnn/false_positive": 0.08370935174821655, "roi_head/num_bg_samples": 431.0, "roi_head/num_fg_samples": 81.0, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5685319415060803, "total_loss": 0.8815437299490441} {"data_time": 0.011918174990569241, "eta_seconds": 22165.315035227963, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.14898963182395258, "fast_rcnn/fg_cls_accuracy": 0.8203373684332814, "iteration": 230959, "loss_box_reg": 0.2129377368837595, "loss_cls": 0.1776766951661557, "loss_mask": 0.24073933018371463, "loss_rpn_cls": 0.02672905192594044, "loss_rpn_loc": 0.0630717100284528, "loss_sem_seg": 0.19618290336802602, "lr": 0.002, "mask_rcnn/accuracy": 0.9215653399308557, "mask_rcnn/false_negative": 0.07583307042730028, "mask_rcnn/false_positive": 0.07046378350920635, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5665810504870024, "total_loss": 0.8997586338227848} {"data_time": 0.013567993504693732, "eta_seconds": 22164.857851590175, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.2415528396836808, "fast_rcnn/fg_cls_accuracy": 0.7319398838090427, "iteration": 230979, "loss_box_reg": 0.17962818103842437, "loss_cls": 0.1549616032280028, "loss_mask": 0.20488831726834178, "loss_rpn_cls": 0.023097019467968494, "loss_rpn_loc": 0.05423915847495664, "loss_sem_seg": 0.1965370571706444, "lr": 0.002, "mask_rcnn/accuracy": 0.9137121499838443, "mask_rcnn/false_negative": 0.08330708677984262, "mask_rcnn/false_positive": 0.0830804662372863, "roi_head/num_bg_samples": 433.0, "roi_head/num_fg_samples": 79.0, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5677313780033728, "total_loss": 0.8279492781730369} {"data_time": 0.011695909997797571, "eta_seconds": 22135.637061926493, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.2473845598845599, "fast_rcnn/fg_cls_accuracy": 0.7192631578947368, "iteration": 230999, "loss_box_reg": 0.2102909372188151, "loss_cls": 0.16256326902657747, "loss_mask": 0.21987337805330753, "loss_rpn_cls": 0.025131622707704082, "loss_rpn_loc": 0.05292185547295958, "loss_sem_seg": 0.2160392163787037, "lr": 0.002, "mask_rcnn/accuracy": 0.9201024381383759, "mask_rcnn/false_negative": 0.07374128740411878, "mask_rcnn/false_positive": 0.08571932845795416, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 235.75, "rpn/num_pos_anchors": 20.25, "time": 0.5625737734808354, "total_loss": 0.8928131764332647} {"data_time": 0.011937799499719404, "eta_seconds": 22121.11485398411, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.23117106773823193, "fast_rcnn/fg_cls_accuracy": 0.7433633359917968, "iteration": 231019, "loss_box_reg": 0.2086778818629682, "loss_cls": 0.16469568805769086, "loss_mask": 0.22561407927423716, "loss_rpn_cls": 0.026406384164147312, "loss_rpn_loc": 0.06529819470597431, "loss_sem_seg": 0.23044252581894398, "lr": 0.002, "mask_rcnn/accuracy": 0.9093168517406962, "mask_rcnn/false_negative": 0.10098767844578388, "mask_rcnn/false_positive": 0.10386630089198975, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.556731040996965, "total_loss": 0.9394543764528862} {"data_time": 0.01353783899685368, "eta_seconds": 22106.706646967636, "fast_rcnn/cls_accuracy": 0.9580078125, "fast_rcnn/false_negative": 0.2557719216417911, "fast_rcnn/fg_cls_accuracy": 0.7355797313084111, "iteration": 231039, "loss_box_reg": 0.1900143576785922, "loss_cls": 0.15379647095687687, "loss_mask": 0.22153624426573515, "loss_rpn_cls": 0.02384766269096872, "loss_rpn_loc": 0.049385320307919756, "loss_sem_seg": 0.20652092806994915, "lr": 0.002, "mask_rcnn/accuracy": 0.9118005367375495, "mask_rcnn/false_negative": 0.06955054873180717, "mask_rcnn/false_positive": 0.102005461516028, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 234.75, "rpn/num_pos_anchors": 21.25, "time": 0.5631442084995797, "total_loss": 0.8489375396675314} {"data_time": 0.012454716503270902, "eta_seconds": 22086.98891675385, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.25, "fast_rcnn/fg_cls_accuracy": 0.7374040980538923, "iteration": 231059, "loss_box_reg": 0.20998427015729249, "loss_cls": 0.16294882912188768, "loss_mask": 0.22800575336441398, "loss_rpn_cls": 0.02730239855736727, "loss_rpn_loc": 0.06626572663662955, "loss_sem_seg": 0.23139067413285375, "lr": 0.002, "mask_rcnn/accuracy": 0.9052304575676424, "mask_rcnn/false_negative": 0.08659131964453673, "mask_rcnn/false_positive": 0.10763003571819749, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5599266749923117, "total_loss": 0.9325898292518104} {"data_time": 0.014356536994455382, "eta_seconds": 22087.872574973895, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.234375, "fast_rcnn/fg_cls_accuracy": 0.747701424319728, "iteration": 231079, "loss_box_reg": 0.21838453831151128, "loss_cls": 0.16565630491822958, "loss_mask": 0.23738402500748634, "loss_rpn_cls": 0.027711848873877898, "loss_rpn_loc": 0.05679989524651319, "loss_sem_seg": 0.2106957361975219, "lr": 0.002, "mask_rcnn/accuracy": 0.8973867890179328, "mask_rcnn/false_negative": 0.09481661626908866, "mask_rcnn/false_positive": 0.10623263400958391, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5679436395148514, "total_loss": 0.9076872222940437} {"data_time": 0.013193153499742039, "eta_seconds": 22070.382918938107, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.22625831991995476, "fast_rcnn/fg_cls_accuracy": 0.757635052179251, "iteration": 231099, "loss_box_reg": 0.20470200153067708, "loss_cls": 0.15159659192431718, "loss_mask": 0.2286821324378252, "loss_rpn_cls": 0.027783203055150807, "loss_rpn_loc": 0.059635610348777846, "loss_sem_seg": 0.20580898132175207, "lr": 0.002, "mask_rcnn/accuracy": 0.9022565702417331, "mask_rcnn/false_negative": 0.08705939300538953, "mask_rcnn/false_positive": 0.11289485375131442, "roi_head/num_bg_samples": 425.75, "roi_head/num_fg_samples": 86.25, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5648950134927873, "total_loss": 0.916003989696037} {"data_time": 0.013366455503273755, "eta_seconds": 22050.36126944507, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.2143747893495113, "fast_rcnn/fg_cls_accuracy": 0.7157869997313994, "iteration": 231119, "loss_box_reg": 0.2165237246081233, "loss_cls": 0.17146019754000008, "loss_mask": 0.22941680625081062, "loss_rpn_cls": 0.0263439253976685, "loss_rpn_loc": 0.06125195330241695, "loss_sem_seg": 0.20365170715376735, "lr": 0.002, "mask_rcnn/accuracy": 0.8999817071097214, "mask_rcnn/false_negative": 0.09982204222862198, "mask_rcnn/false_positive": 0.10971370333745314, "roi_head/num_bg_samples": 433.0, "roi_head/num_fg_samples": 79.0, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5644796784908976, "total_loss": 0.9253577712806873} {"data_time": 0.012539238494355232, "eta_seconds": 22037.607972934988, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.3079206391242938, "fast_rcnn/fg_cls_accuracy": 0.6327349829140763, "iteration": 231139, "loss_box_reg": 0.18654520134441555, "loss_cls": 0.15739245829172432, "loss_mask": 0.20872702030465007, "loss_rpn_cls": 0.02528820946099586, "loss_rpn_loc": 0.06589131650980562, "loss_sem_seg": 0.2369581530801952, "lr": 0.002, "mask_rcnn/accuracy": 0.9040904526704299, "mask_rcnn/false_negative": 0.07494811367822671, "mask_rcnn/false_positive": 0.11095000097667854, "roi_head/num_bg_samples": 430.0, "roi_head/num_fg_samples": 82.0, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5585519274900435, "total_loss": 0.877918546917499} {"data_time": 0.012520162505097687, "eta_seconds": 22018.859912553904, "fast_rcnn/cls_accuracy": 0.96533203125, "fast_rcnn/false_negative": 0.1942669172932331, "fast_rcnn/fg_cls_accuracy": 0.7523075412411626, "iteration": 231159, "loss_box_reg": 0.18881700257770717, "loss_cls": 0.1400439850986004, "loss_mask": 0.21581036783754826, "loss_rpn_cls": 0.02187975485867355, "loss_rpn_loc": 0.05084351389086805, "loss_sem_seg": 0.1955730472691357, "lr": 0.002, "mask_rcnn/accuracy": 0.9268531650844418, "mask_rcnn/false_negative": 0.07477114822931727, "mask_rcnn/false_positive": 0.07502132739426044, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5616748364991508, "total_loss": 0.8359107708984084} {"data_time": 0.012115303499740548, "eta_seconds": 21977.113437941545, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.20651910982099664, "fast_rcnn/fg_cls_accuracy": 0.7680817610062893, "iteration": 231179, "loss_box_reg": 0.21159930899739265, "loss_cls": 0.16567632055375725, "loss_mask": 0.22883657086640596, "loss_rpn_cls": 0.02828831177612301, "loss_rpn_loc": 0.06775214265508112, "loss_sem_seg": 0.23493485199287534, "lr": 0.002, "mask_rcnn/accuracy": 0.8958924772887211, "mask_rcnn/false_negative": 0.08726471941436809, "mask_rcnn/false_positive": 0.12756447093497458, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5558977780019632, "total_loss": 0.9111616832815344} {"data_time": 0.012268039499758743, "eta_seconds": 21965.791156991574, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.2913796313535654, "fast_rcnn/fg_cls_accuracy": 0.6972853535353536, "iteration": 231199, "loss_box_reg": 0.19474355992861092, "loss_cls": 0.16090425057336688, "loss_mask": 0.21938348887488246, "loss_rpn_cls": 0.023421360703650862, "loss_rpn_loc": 0.062048576095548924, "loss_sem_seg": 0.19794275262393057, "lr": 0.002, "mask_rcnn/accuracy": 0.9211197417060503, "mask_rcnn/false_negative": 0.06680256973093826, "mask_rcnn/false_positive": 0.08417535060205125, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5628128050011583, "total_loss": 0.871738338938485} {"data_time": 0.01238993699371349, "eta_seconds": 21959.782764518823, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.2706896551724138, "fast_rcnn/fg_cls_accuracy": 0.7289038407625456, "iteration": 231219, "loss_box_reg": 0.20122015988454223, "loss_cls": 0.16330321261193603, "loss_mask": 0.2185227614827454, "loss_rpn_cls": 0.02564509201056353, "loss_rpn_loc": 0.06490424714866094, "loss_sem_seg": 0.21551109827123582, "lr": 0.002, "mask_rcnn/accuracy": 0.9076000631088672, "mask_rcnn/false_negative": 0.08057177859344168, "mask_rcnn/false_positive": 0.09380285771520172, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5704718604974914, "total_loss": 0.8967405692856119} {"data_time": 0.012756376498145983, "eta_seconds": 21943.14659509163, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.23923444976076555, "fast_rcnn/fg_cls_accuracy": 0.7310164724789072, "iteration": 231239, "loss_box_reg": 0.22706666588783264, "loss_cls": 0.1720787042286247, "loss_mask": 0.23893237207084894, "loss_rpn_cls": 0.027149979025125504, "loss_rpn_loc": 0.07551984197925776, "loss_sem_seg": 0.21897927671670914, "lr": 0.002, "mask_rcnn/accuracy": 0.906873579647528, "mask_rcnn/false_negative": 0.07244132608949545, "mask_rcnn/false_positive": 0.10366570960690272, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5573529654939193, "total_loss": 0.9476125280707492} {"data_time": 0.011939755495404825, "eta_seconds": 21925.502577049876, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.22559540293547492, "fast_rcnn/fg_cls_accuracy": 0.7025161499660777, "iteration": 231259, "loss_box_reg": 0.21134520485065877, "loss_cls": 0.161887563590426, "loss_mask": 0.2307666353881359, "loss_rpn_cls": 0.02428549852629658, "loss_rpn_loc": 0.05679401769884862, "loss_sem_seg": 0.21861004829406738, "lr": 0.002, "mask_rcnn/accuracy": 0.9046859488099427, "mask_rcnn/false_negative": 0.08682072667467378, "mask_rcnn/false_positive": 0.10564648304659435, "roi_head/num_bg_samples": 430.25, "roi_head/num_fg_samples": 81.75, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5639378320047399, "total_loss": 0.9166101050668658} {"data_time": 0.011911315014003776, "eta_seconds": 21920.50203319169, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.21499159611553786, "fast_rcnn/fg_cls_accuracy": 0.784671658194807, "iteration": 231279, "loss_box_reg": 0.1950357211753726, "loss_cls": 0.16280703619122505, "loss_mask": 0.21892484743148088, "loss_rpn_cls": 0.02627760692848824, "loss_rpn_loc": 0.061390362679958344, "loss_sem_seg": 0.20972434198483825, "lr": 0.002, "mask_rcnn/accuracy": 0.915964769528501, "mask_rcnn/false_negative": 0.09373771091447114, "mask_rcnn/false_positive": 0.10253263167856708, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.5799049894994823, "total_loss": 0.8958712537132669} {"data_time": 0.012601967013324611, "eta_seconds": 21908.23010683348, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.23071895424836603, "fast_rcnn/fg_cls_accuracy": 0.6879840319361278, "iteration": 231299, "loss_box_reg": 0.20163537980988622, "loss_cls": 0.15424149692989886, "loss_mask": 0.23393431026488543, "loss_rpn_cls": 0.024254615062091034, "loss_rpn_loc": 0.04818538948893547, "loss_sem_seg": 0.21286232070997357, "lr": 0.002, "mask_rcnn/accuracy": 0.8955685779965403, "mask_rcnn/false_negative": 0.08286361019024212, "mask_rcnn/false_positive": 0.1161328506647696, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5712810115073808, "total_loss": 0.9011241003754549} {"data_time": 0.011935774018638767, "eta_seconds": 21905.71097133396, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.3314393939393939, "fast_rcnn/fg_cls_accuracy": 0.6476997578692494, "iteration": 231319, "loss_box_reg": 0.20142816007137299, "loss_cls": 0.17468028486473486, "loss_mask": 0.22843900369480252, "loss_rpn_cls": 0.026678028025344247, "loss_rpn_loc": 0.06654936837730929, "loss_sem_seg": 0.2209016177803278, "lr": 0.002, "mask_rcnn/accuracy": 0.9042127267573696, "mask_rcnn/false_negative": 0.08803015273158171, "mask_rcnn/false_positive": 0.0983042811680423, "roi_head/num_bg_samples": 458.25, "roi_head/num_fg_samples": 53.75, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5793733775062719, "total_loss": 0.9304273945745081} {"data_time": 0.012502969999331981, "eta_seconds": 21896.525309317178, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.23774509803921567, "fast_rcnn/fg_cls_accuracy": 0.7494888950841, "iteration": 231339, "loss_box_reg": 0.20766939129680395, "loss_cls": 0.1684936883393675, "loss_mask": 0.2299887128174305, "loss_rpn_cls": 0.02207349029231409, "loss_rpn_loc": 0.054790144349681213, "loss_sem_seg": 0.22306871926411986, "lr": 0.002, "mask_rcnn/accuracy": 0.9052208783222591, "mask_rcnn/false_negative": 0.08376621355962881, "mask_rcnn/false_positive": 0.11598842500387377, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5744946810009424, "total_loss": 0.886979087788859} {"data_time": 0.012388012997689657, "eta_seconds": 21905.480442856657, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.32185516983949236, "fast_rcnn/fg_cls_accuracy": 0.6639074826679416, "iteration": 231359, "loss_box_reg": 0.20056104753166437, "loss_cls": 0.1670870504458435, "loss_mask": 0.22946785716339946, "loss_rpn_cls": 0.02904731876333244, "loss_rpn_loc": 0.06071311142295599, "loss_sem_seg": 0.2078663702122867, "lr": 0.002, "mask_rcnn/accuracy": 0.9029806201504653, "mask_rcnn/false_negative": 0.09650952165483509, "mask_rcnn/false_positive": 0.10043425293558908, "roi_head/num_bg_samples": 432.75, "roi_head/num_fg_samples": 79.25, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.5770845055085374, "total_loss": 0.9151373892527772} {"data_time": 0.01159452299179975, "eta_seconds": 21889.314852111318, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.2762907608695652, "fast_rcnn/fg_cls_accuracy": 0.7237092391304347, "iteration": 231379, "loss_box_reg": 0.18712094682268798, "loss_cls": 0.14558197045698762, "loss_mask": 0.22067247470840812, "loss_rpn_cls": 0.021714319605962373, "loss_rpn_loc": 0.05361444481241051, "loss_sem_seg": 0.23509560455568135, "lr": 0.002, "mask_rcnn/accuracy": 0.9042794116291503, "mask_rcnn/false_negative": 0.07889298298728778, "mask_rcnn/false_positive": 0.11169623857401235, "roi_head/num_bg_samples": 432.75, "roi_head/num_fg_samples": 79.25, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5648923200060381, "total_loss": 0.8853490750479978} {"data_time": 0.013300484002684243, "eta_seconds": 21860.40560493426, "fast_rcnn/cls_accuracy": 0.95751953125, "fast_rcnn/false_negative": 0.17549909255898366, "fast_rcnn/fg_cls_accuracy": 0.8189072130601366, "iteration": 231399, "loss_box_reg": 0.21595809352584183, "loss_cls": 0.1518913588952273, "loss_mask": 0.21629112912341952, "loss_rpn_cls": 0.020362281906272983, "loss_rpn_loc": 0.05346602402278222, "loss_sem_seg": 0.212527294177562, "lr": 0.002, "mask_rcnn/accuracy": 0.9199267993910851, "mask_rcnn/false_negative": 0.07303501604042392, "mask_rcnn/false_positive": 0.09425192596146018, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 238.25, "rpn/num_pos_anchors": 17.75, "time": 0.5736954984895419, "total_loss": 0.8718185758398249} {"data_time": 0.01199300702137407, "eta_seconds": 21851.215513276067, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.21852224176928875, "fast_rcnn/fg_cls_accuracy": 0.7703817437379576, "iteration": 231419, "loss_box_reg": 0.18496882962062955, "loss_cls": 0.1497239861637354, "loss_mask": 0.21757942298427224, "loss_rpn_cls": 0.02473074841327616, "loss_rpn_loc": 0.06117475914652459, "loss_sem_seg": 0.20510827749967575, "lr": 0.002, "mask_rcnn/accuracy": 0.9024459157458744, "mask_rcnn/false_negative": 0.09088114770185896, "mask_rcnn/false_positive": 0.11200533928162433, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5757692020124523, "total_loss": 0.8715610553845181} {"data_time": 0.011829179493361153, "eta_seconds": 21833.035716216575, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.2639964264443121, "fast_rcnn/fg_cls_accuracy": 0.7178876315267024, "iteration": 231439, "loss_box_reg": 0.20581847662106156, "loss_cls": 0.15455720340833068, "loss_mask": 0.21983699314296246, "loss_rpn_cls": 0.022151424520416185, "loss_rpn_loc": 0.07289802315062843, "loss_sem_seg": 0.2095957926940173, "lr": 0.002, "mask_rcnn/accuracy": 0.8907257503312098, "mask_rcnn/false_negative": 0.09717062350255862, "mask_rcnn/false_positive": 0.11035698258209359, "roi_head/num_bg_samples": 425.25, "roi_head/num_fg_samples": 86.75, "rpn/num_neg_anchors": 206.5, "rpn/num_pos_anchors": 49.5, "time": 0.5597984090127284, "total_loss": 0.8984944455587538} {"data_time": 0.011691994004650041, "eta_seconds": 21826.426580134488, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.3271025051124744, "fast_rcnn/fg_cls_accuracy": 0.6425996204933586, "iteration": 231459, "loss_box_reg": 0.20222656219266355, "loss_cls": 0.166577635332942, "loss_mask": 0.23359557846561074, "loss_rpn_cls": 0.030472537440800807, "loss_rpn_loc": 0.0651090016181115, "loss_sem_seg": 0.2118868986144662, "lr": 0.002, "mask_rcnn/accuracy": 0.8895110264500536, "mask_rcnn/false_negative": 0.0813889666878779, "mask_rcnn/false_positive": 0.11573723049606632, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5692385014990577, "total_loss": 0.947397917843773} {"data_time": 0.012693175987806171, "eta_seconds": 21825.847347522096, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.3121937792458024, "fast_rcnn/fg_cls_accuracy": 0.6666886950392106, "iteration": 231479, "loss_box_reg": 0.2062170822173357, "loss_cls": 0.15930713550187647, "loss_mask": 0.2190403575077653, "loss_rpn_cls": 0.022593324192712316, "loss_rpn_loc": 0.0636573318624869, "loss_sem_seg": 0.2050533378496766, "lr": 0.002, "mask_rcnn/accuracy": 0.8964179873456313, "mask_rcnn/false_negative": 0.08045776629681911, "mask_rcnn/false_positive": 0.12040954217279712, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.5611685710027814, "total_loss": 0.8776889001601376} {"data_time": 0.012234909998369403, "eta_seconds": 21826.114814068584, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.2207905617336755, "fast_rcnn/fg_cls_accuracy": 0.7303571428571429, "iteration": 231499, "loss_box_reg": 0.1985270013101399, "loss_cls": 0.15876589668914676, "loss_mask": 0.22222952917218208, "loss_rpn_cls": 0.026856239819608163, "loss_rpn_loc": 0.06568287622940261, "loss_sem_seg": 0.21094775036908686, "lr": 0.002, "mask_rcnn/accuracy": 0.8964492777630533, "mask_rcnn/false_negative": 0.08663635847942772, "mask_rcnn/false_positive": 0.11858687371714655, "roi_head/num_bg_samples": 431.75, "roi_head/num_fg_samples": 80.25, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5736515099852113, "total_loss": 0.9192978435394252} {"data_time": 0.012632378507987596, "eta_seconds": 21814.77686709886, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.1912176165803109, "fast_rcnn/fg_cls_accuracy": 0.7790921237005899, "iteration": 231519, "loss_box_reg": 0.20235940255224705, "loss_cls": 0.15237287967465818, "loss_mask": 0.21158503647893667, "loss_rpn_cls": 0.021481997606315417, "loss_rpn_loc": 0.05139492952730507, "loss_sem_seg": 0.2254358851350844, "lr": 0.002, "mask_rcnn/accuracy": 0.9162519106833016, "mask_rcnn/false_negative": 0.08447160770253381, "mask_rcnn/false_positive": 0.09174943735588616, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5676750680140685, "total_loss": 0.8768936268643301} {"data_time": 0.012369363001198508, "eta_seconds": 21814.338191221483, "fast_rcnn/cls_accuracy": 0.96630859375, "fast_rcnn/false_negative": 0.21943092870742542, "fast_rcnn/fg_cls_accuracy": 0.7530364372469636, "iteration": 231539, "loss_box_reg": 0.20519301784224808, "loss_cls": 0.1634773087571375, "loss_mask": 0.22856314200907946, "loss_rpn_cls": 0.030462867230198754, "loss_rpn_loc": 0.06469561795529444, "loss_sem_seg": 0.195819319691509, "lr": 0.002, "mask_rcnn/accuracy": 0.9134595915628521, "mask_rcnn/false_negative": 0.08066979472854455, "mask_rcnn/false_positive": 0.0905378550673681, "roi_head/num_bg_samples": 458.0, "roi_head/num_fg_samples": 54.0, "rpn/num_neg_anchors": 236.25, "rpn/num_pos_anchors": 19.75, "time": 0.5703799800103297, "total_loss": 0.9183810323220314} {"data_time": 0.013061088480753824, "eta_seconds": 21796.52351466642, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.22035290538484942, "fast_rcnn/fg_cls_accuracy": 0.7698133574761473, "iteration": 231559, "loss_box_reg": 0.21348598320037127, "loss_cls": 0.1604517688974738, "loss_mask": 0.22334406338632107, "loss_rpn_cls": 0.027814595079689752, "loss_rpn_loc": 0.05812917277216911, "loss_sem_seg": 0.20788431260734797, "lr": 0.002, "mask_rcnn/accuracy": 0.9109588991276255, "mask_rcnn/false_negative": 0.07651247122659116, "mask_rcnn/false_positive": 0.09319051659952048, "roi_head/num_bg_samples": 427.25, "roi_head/num_fg_samples": 84.75, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5673344594979426, "total_loss": 0.8940420463186456} {"data_time": 0.012777815994923003, "eta_seconds": 21786.099453553325, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.31924715909090906, "fast_rcnn/fg_cls_accuracy": 0.6562660503338469, "iteration": 231579, "loss_box_reg": 0.20175811229273677, "loss_cls": 0.1579252964584157, "loss_mask": 0.22902796603739262, "loss_rpn_cls": 0.023991875881620217, "loss_rpn_loc": 0.062393445194175, "loss_sem_seg": 0.20413456845562905, "lr": 0.002, "mask_rcnn/accuracy": 0.8897818147877707, "mask_rcnn/false_negative": 0.08034330826972733, "mask_rcnn/false_positive": 0.12417966693586338, "roi_head/num_bg_samples": 459.5, "roi_head/num_fg_samples": 52.5, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5787622319912771, "total_loss": 0.8984685623217956} {"data_time": 0.012496438503148966, "eta_seconds": 21764.49032091604, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.25926866429659723, "fast_rcnn/fg_cls_accuracy": 0.7267648552564754, "iteration": 231599, "loss_box_reg": 0.2182809729129076, "loss_cls": 0.16672557219862938, "loss_mask": 0.2315581627190113, "loss_rpn_cls": 0.02529710827366216, "loss_rpn_loc": 0.0606530937802745, "loss_sem_seg": 0.20751850795932114, "lr": 0.002, "mask_rcnn/accuracy": 0.8832757396195728, "mask_rcnn/false_negative": 0.09981427230831812, "mask_rcnn/false_positive": 0.12753078049705718, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.5611952065082733, "total_loss": 0.9017577086815436} {"data_time": 0.011030017994926311, "eta_seconds": 21731.120661396446, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.22991275091240876, "fast_rcnn/fg_cls_accuracy": 0.7659019812304484, "iteration": 231619, "loss_box_reg": 0.20232696598395705, "loss_cls": 0.16347627463983372, "loss_mask": 0.2248433092609048, "loss_rpn_cls": 0.022630590661719907, "loss_rpn_loc": 0.059615712554659694, "loss_sem_seg": 0.2131319830659777, "lr": 0.002, "mask_rcnn/accuracy": 0.9044972226059065, "mask_rcnn/false_negative": 0.07012958051174562, "mask_rcnn/false_positive": 0.10719110160569634, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5561122860090109, "total_loss": 0.9139114493664238} {"data_time": 0.013121296011377126, "eta_seconds": 21752.077279033838, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.24605670103092783, "fast_rcnn/fg_cls_accuracy": 0.7040566037735849, "iteration": 231639, "loss_box_reg": 0.23539509740658104, "loss_cls": 0.1849135970696807, "loss_mask": 0.2282700752839446, "loss_rpn_cls": 0.026464712240340305, "loss_rpn_loc": 0.07674334433977492, "loss_sem_seg": 0.21415275416802615, "lr": 0.002, "mask_rcnn/accuracy": 0.9051141572240089, "mask_rcnn/false_negative": 0.08921669647174335, "mask_rcnn/false_positive": 0.08591694170987071, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5816774564882508, "total_loss": 0.9668635795260343} {"data_time": 0.012266180507140234, "eta_seconds": 21723.860054291028, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.25951530690107744, "fast_rcnn/fg_cls_accuracy": 0.7203269367448473, "iteration": 231659, "loss_box_reg": 0.20992843620479107, "loss_cls": 0.1547342201229185, "loss_mask": 0.218634863384068, "loss_rpn_cls": 0.023422341560944915, "loss_rpn_loc": 0.05870163811778184, "loss_sem_seg": 0.21470519714057446, "lr": 0.002, "mask_rcnn/accuracy": 0.9030692525817416, "mask_rcnn/false_negative": 0.08973103655243408, "mask_rcnn/false_positive": 0.09562914532267693, "roi_head/num_bg_samples": 428.5, "roi_head/num_fg_samples": 83.5, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5641291595093207, "total_loss": 0.8726450771355303} {"data_time": 0.012526434002211317, "eta_seconds": 21739.20211632055, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.24345801585469098, "fast_rcnn/fg_cls_accuracy": 0.740962945052288, "iteration": 231679, "loss_box_reg": 0.20701832114718854, "loss_cls": 0.155164071242325, "loss_mask": 0.22936114529147744, "loss_rpn_cls": 0.026816294019226916, "loss_rpn_loc": 0.056323812968912534, "loss_sem_seg": 0.21600671764463186, "lr": 0.002, "mask_rcnn/accuracy": 0.9021209321993097, "mask_rcnn/false_negative": 0.08351052809006237, "mask_rcnn/false_positive": 0.1067319343589701, "roi_head/num_bg_samples": 428.25, "roi_head/num_fg_samples": 83.75, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.5814171780075412, "total_loss": 0.889596068613173} {"data_time": 0.013379422001889907, "eta_seconds": 21733.971851671144, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.2340643274853801, "fast_rcnn/fg_cls_accuracy": 0.7175094364180659, "iteration": 231699, "loss_box_reg": 0.19355216063559055, "loss_cls": 0.15604456438450143, "loss_mask": 0.2268985859118402, "loss_rpn_cls": 0.02193445459852228, "loss_rpn_loc": 0.05638742132578045, "loss_sem_seg": 0.2230685274116695, "lr": 0.002, "mask_rcnn/accuracy": 0.9005898657769664, "mask_rcnn/false_negative": 0.08862092885990001, "mask_rcnn/false_positive": 0.11101917682229849, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.5720255974883912, "total_loss": 0.8621440903007169} {"data_time": 0.013071287001366727, "eta_seconds": 21712.245659191118, "fast_rcnn/cls_accuracy": 0.95849609375, "fast_rcnn/false_negative": 0.18095379586985588, "fast_rcnn/fg_cls_accuracy": 0.8056603773584906, "iteration": 231719, "loss_box_reg": 0.18002175772562623, "loss_cls": 0.14761777862440795, "loss_mask": 0.21420488879084587, "loss_rpn_cls": 0.02246278057282325, "loss_rpn_loc": 0.051754394778981805, "loss_sem_seg": 0.2026918474584818, "lr": 0.002, "mask_rcnn/accuracy": 0.921291885520741, "mask_rcnn/false_negative": 0.0653933429129412, "mask_rcnn/false_positive": 0.09265237870879561, "roi_head/num_bg_samples": 459.0, "roi_head/num_fg_samples": 53.0, "rpn/num_neg_anchors": 235.75, "rpn/num_pos_anchors": 20.25, "time": 0.5711122705106391, "total_loss": 0.8632266158056154} {"data_time": 0.011734048996004276, "eta_seconds": 21715.308344392688, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.19241165611814345, "fast_rcnn/fg_cls_accuracy": 0.7838377766777456, "iteration": 231739, "loss_box_reg": 0.20997003000229597, "loss_cls": 0.1690747026586905, "loss_mask": 0.2283736290410161, "loss_rpn_cls": 0.02911820274312049, "loss_rpn_loc": 0.06393088659388013, "loss_sem_seg": 0.22160789975896478, "lr": 0.002, "mask_rcnn/accuracy": 0.8963249800745381, "mask_rcnn/false_negative": 0.08144739831788904, "mask_rcnn/false_positive": 0.12379497887838498, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5707070545176975, "total_loss": 0.9459401991807681} {"data_time": 0.012778097501723096, "eta_seconds": 21693.81874508009, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.2544129720853859, "fast_rcnn/fg_cls_accuracy": 0.7455870279146142, "iteration": 231759, "loss_box_reg": 0.21254046715330333, "loss_cls": 0.16574707510881126, "loss_mask": 0.23183492245152593, "loss_rpn_cls": 0.01896477799891727, "loss_rpn_loc": 0.052800305478740484, "loss_sem_seg": 0.19730480713769794, "lr": 0.002, "mask_rcnn/accuracy": 0.9007326767916468, "mask_rcnn/false_negative": 0.09891234423042211, "mask_rcnn/false_positive": 0.11921597785552338, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5728702820051694, "total_loss": 0.8946517378863064} {"data_time": 0.013154993008356541, "eta_seconds": 21692.606053972268, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.2357142857142857, "fast_rcnn/fg_cls_accuracy": 0.6760655737704918, "iteration": 231779, "loss_box_reg": 0.20581883401609957, "loss_cls": 0.15634666848927736, "loss_mask": 0.22325961338356137, "loss_rpn_cls": 0.02340362412724062, "loss_rpn_loc": 0.055185096003697254, "loss_sem_seg": 0.22440370731055737, "lr": 0.002, "mask_rcnn/accuracy": 0.9119658941070083, "mask_rcnn/false_negative": 0.08024449704860273, "mask_rcnn/false_positive": 0.09693764886171813, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 0.5695950374938548, "total_loss": 0.8836606627555739} {"data_time": 0.012314026505919173, "eta_seconds": 21685.66765927858, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.22582066534478962, "fast_rcnn/fg_cls_accuracy": 0.6956693535640904, "iteration": 231799, "loss_box_reg": 0.20223713712766767, "loss_cls": 0.15834917104803026, "loss_mask": 0.22153939306735992, "loss_rpn_cls": 0.02975285058346344, "loss_rpn_loc": 0.06409798646927811, "loss_sem_seg": 0.18612549966201186, "lr": 0.002, "mask_rcnn/accuracy": 0.9239410153596322, "mask_rcnn/false_negative": 0.07128365968553663, "mask_rcnn/false_positive": 0.08041489491844063, "roi_head/num_bg_samples": 456.5, "roi_head/num_fg_samples": 55.5, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5764629660116043, "total_loss": 0.9127366871689446} {"data_time": 0.012263142998563126, "eta_seconds": 21671.74366783617, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.2564649391061752, "fast_rcnn/fg_cls_accuracy": 0.6918204697986577, "iteration": 231819, "loss_box_reg": 0.2108469852246344, "loss_cls": 0.17250866373069584, "loss_mask": 0.23580012563616037, "loss_rpn_cls": 0.027915372882489464, "loss_rpn_loc": 0.06514366198098287, "loss_sem_seg": 0.2153437698725611, "lr": 0.002, "mask_rcnn/accuracy": 0.8925599973200716, "mask_rcnn/false_negative": 0.08504138614812945, "mask_rcnn/false_positive": 0.1169307764774918, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5660945629933849, "total_loss": 0.917119442117837} {"data_time": 0.012165750507847406, "eta_seconds": 21643.800682322515, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.24896887889013872, "fast_rcnn/fg_cls_accuracy": 0.7044444444444444, "iteration": 231839, "loss_box_reg": 0.21347468812018633, "loss_cls": 0.1702728709205985, "loss_mask": 0.22970039071515203, "loss_rpn_cls": 0.02602834031858947, "loss_rpn_loc": 0.06141202265280299, "loss_sem_seg": 0.2391516868956387, "lr": 0.002, "mask_rcnn/accuracy": 0.9155059523809523, "mask_rcnn/false_negative": 0.07406089705535016, "mask_rcnn/false_positive": 0.09937053948393335, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.552159473503707, "total_loss": 0.9207322136498988} {"data_time": 0.01270663550531026, "eta_seconds": 21649.03944985567, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.2657012195121951, "fast_rcnn/fg_cls_accuracy": 0.7209059233449477, "iteration": 231859, "loss_box_reg": 0.22343442309647799, "loss_cls": 0.17699370672926307, "loss_mask": 0.23577642906457186, "loss_rpn_cls": 0.0269750210136408, "loss_rpn_loc": 0.05427710778894834, "loss_sem_seg": 0.20231198891997337, "lr": 0.002, "mask_rcnn/accuracy": 0.8924408937682216, "mask_rcnn/false_negative": 0.09367961858412593, "mask_rcnn/false_positive": 0.11324765625004257, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.5813341039902298, "total_loss": 0.9493389919043693} {"data_time": 0.012412847485393286, "eta_seconds": 21637.68734086542, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.3308638083228247, "fast_rcnn/fg_cls_accuracy": 0.6241644010874781, "iteration": 231879, "loss_box_reg": 0.20073629962280393, "loss_cls": 0.17129402700811625, "loss_mask": 0.22182845836505294, "loss_rpn_cls": 0.024942214236943983, "loss_rpn_loc": 0.052071626705583185, "loss_sem_seg": 0.22612685826607049, "lr": 0.002, "mask_rcnn/accuracy": 0.8973296049188906, "mask_rcnn/false_negative": 0.08396126645953292, "mask_rcnn/false_positive": 0.10964905437473645, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5713752405135892, "total_loss": 0.9302298766087915} {"data_time": 0.012110586001654156, "eta_seconds": 21609.770440952023, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.2246783911415079, "fast_rcnn/fg_cls_accuracy": 0.7496998799519807, "iteration": 231899, "loss_box_reg": 0.21837146347388625, "loss_cls": 0.1674841083586216, "loss_mask": 0.22420217050239444, "loss_rpn_cls": 0.027015665793442167, "loss_rpn_loc": 0.07097023492679, "loss_sem_seg": 0.22318072384223342, "lr": 0.002, "mask_rcnn/accuracy": 0.8872314169570267, "mask_rcnn/false_negative": 0.10214988191699294, "mask_rcnn/false_positive": 0.1259644628086959, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5579849240020849, "total_loss": 0.9295575749856653} {"data_time": 0.013591850496595725, "eta_seconds": 21598.42702716186, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.27052156690140844, "fast_rcnn/fg_cls_accuracy": 0.7126951995373048, "iteration": 231919, "loss_box_reg": 0.20421793800778687, "loss_cls": 0.15619187918491662, "loss_mask": 0.22956165578216314, "loss_rpn_cls": 0.0224797243008652, "loss_rpn_loc": 0.06197290332056582, "loss_sem_seg": 0.2007284423452802, "lr": 0.002, "mask_rcnn/accuracy": 0.8968893578373758, "mask_rcnn/false_negative": 0.09721682516105654, "mask_rcnn/false_positive": 0.1010865942273249, "roi_head/num_bg_samples": 426.0, "roi_head/num_fg_samples": 86.0, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5647611165040871, "total_loss": 0.9029157593904529} {"data_time": 0.011489249998703599, "eta_seconds": 21601.796892290586, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.28909563825530216, "fast_rcnn/fg_cls_accuracy": 0.6852484472049689, "iteration": 231939, "loss_box_reg": 0.19009829848073423, "loss_cls": 0.1556938435533084, "loss_mask": 0.22339532198384404, "loss_rpn_cls": 0.023787139733030926, "loss_rpn_loc": 0.04679814167320728, "loss_sem_seg": 0.23392248013988137, "lr": 0.002, "mask_rcnn/accuracy": 0.8983778614428726, "mask_rcnn/false_negative": 0.07902740720120044, "mask_rcnn/false_positive": 0.1165886818633646, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5889051720005227, "total_loss": 0.8727650795408408} {"data_time": 0.013278133497806266, "eta_seconds": 21594.84001535605, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.27996926229508196, "fast_rcnn/fg_cls_accuracy": 0.700440251572327, "iteration": 231959, "loss_box_reg": 0.2089073727838695, "loss_cls": 0.16757612396031618, "loss_mask": 0.2235784069634974, "loss_rpn_cls": 0.02452139109664131, "loss_rpn_loc": 0.06819391378667206, "loss_sem_seg": 0.2088594469241798, "lr": 0.002, "mask_rcnn/accuracy": 0.9024717098377812, "mask_rcnn/false_negative": 0.06836258650708775, "mask_rcnn/false_positive": 0.10897387320761995, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5747238735057181, "total_loss": 0.9191558026941493} {"data_time": 0.012326431489782408, "eta_seconds": 21583.486559865734, "fast_rcnn/cls_accuracy": 0.96044921875, "fast_rcnn/false_negative": 0.2307057628839807, "fast_rcnn/fg_cls_accuracy": 0.699812382739212, "iteration": 231979, "loss_box_reg": 0.19211873144377023, "loss_cls": 0.15709592931671068, "loss_mask": 0.221339488402009, "loss_rpn_cls": 0.028145487034635153, "loss_rpn_loc": 0.06257777393329889, "loss_sem_seg": 0.22818388394080102, "lr": 0.002, "mask_rcnn/accuracy": 0.9025367217712601, "mask_rcnn/false_negative": 0.07338655318686499, "mask_rcnn/false_positive": 0.11031819027601436, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5678814665006939, "total_loss": 0.9040307119794306} {"data_time": 0.012173625989817083, "eta_seconds": 21576.156041860522, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.23868200073019352, "fast_rcnn/fg_cls_accuracy": 0.744280492757547, "iteration": 231999, "loss_box_reg": 0.19296964397653937, "loss_cls": 0.15469276579096913, "loss_mask": 0.21511344891041517, "loss_rpn_cls": 0.02358205008204095, "loss_rpn_loc": 0.047537958329485264, "loss_sem_seg": 0.21054665301926434, "lr": 0.002, "mask_rcnn/accuracy": 0.8996790734366036, "mask_rcnn/false_negative": 0.0978440433471634, "mask_rcnn/false_positive": 0.10297608614816217, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5575382440001704, "total_loss": 0.8813942992965167} {"data_time": 0.012299903013627045, "eta_seconds": 21580.045036051553, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.26770603384841796, "fast_rcnn/fg_cls_accuracy": 0.7042107344074331, "iteration": 232019, "loss_box_reg": 0.2008611890487373, "loss_cls": 0.17507745348848403, "loss_mask": 0.2330225226469338, "loss_rpn_cls": 0.025014729937538505, "loss_rpn_loc": 0.060966003919020295, "loss_sem_seg": 0.2014315274427645, "lr": 0.002, "mask_rcnn/accuracy": 0.8941119000791806, "mask_rcnn/false_negative": 0.09216535365263986, "mask_rcnn/false_positive": 0.11187435130173645, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5878159875137499, "total_loss": 0.9502945938693301} {"data_time": 0.013035394993494265, "eta_seconds": 21567.031175936412, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.2446001838235294, "fast_rcnn/fg_cls_accuracy": 0.7329497466216216, "iteration": 232039, "loss_box_reg": 0.2074239356443286, "loss_cls": 0.16020231798756868, "loss_mask": 0.2267905604094267, "loss_rpn_cls": 0.02957274776599661, "loss_rpn_loc": 0.07352652359986678, "loss_sem_seg": 0.21733861789107323, "lr": 0.002, "mask_rcnn/accuracy": 0.8860391865079364, "mask_rcnn/false_negative": 0.10937235975908768, "mask_rcnn/false_positive": 0.12185641406678431, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5610387149936287, "total_loss": 0.9295892385707702} {"data_time": 0.011956400994677097, "eta_seconds": 21572.005080212548, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.3228068524096386, "fast_rcnn/fg_cls_accuracy": 0.658203125, "iteration": 232059, "loss_box_reg": 0.20217063510790467, "loss_cls": 0.1569853900000453, "loss_mask": 0.23346391879022121, "loss_rpn_cls": 0.026028751250123605, "loss_rpn_loc": 0.06820092169800773, "loss_sem_seg": 0.19665563805028796, "lr": 0.002, "mask_rcnn/accuracy": 0.9086060090702948, "mask_rcnn/false_negative": 0.09734576712411479, "mask_rcnn/false_positive": 0.09843999204849871, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.5823349885031348, "total_loss": 0.8716420533128257} {"data_time": 0.012489124506828375, "eta_seconds": 21553.212921269063, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.25702202361953397, "fast_rcnn/fg_cls_accuracy": 0.7231262327416174, "iteration": 232079, "loss_box_reg": 0.19792439718730748, "loss_cls": 0.16211244137957692, "loss_mask": 0.22337063075974584, "loss_rpn_cls": 0.02474535813962575, "loss_rpn_loc": 0.055167016449559014, "loss_sem_seg": 0.235808536875993, "lr": 0.002, "mask_rcnn/accuracy": 0.8929216534526192, "mask_rcnn/false_negative": 0.09369339118844679, "mask_rcnn/false_positive": 0.1296918974322475, "roi_head/num_bg_samples": 430.75, "roi_head/num_fg_samples": 81.25, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5618538160051685, "total_loss": 0.8841789677317138} {"data_time": 0.0131088380003348, "eta_seconds": 21541.84549270902, "fast_rcnn/cls_accuracy": 0.95556640625, "fast_rcnn/false_negative": 0.26168531928900596, "fast_rcnn/fg_cls_accuracy": 0.7383146807109942, "iteration": 232099, "loss_box_reg": 0.21204232098534703, "loss_cls": 0.17235116101801395, "loss_mask": 0.22567934961989522, "loss_rpn_cls": 0.023802791620255448, "loss_rpn_loc": 0.05749027640558779, "loss_sem_seg": 0.1937572091119364, "lr": 0.002, "mask_rcnn/accuracy": 0.9181034587520222, "mask_rcnn/false_negative": 0.06848396803675148, "mask_rcnn/false_positive": 0.08658554330823238, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 240.5, "rpn/num_pos_anchors": 15.5, "time": 0.5622512860136339, "total_loss": 0.9203740592929535} {"data_time": 0.012309082987485453, "eta_seconds": 21537.891053043713, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.23695162129356684, "fast_rcnn/fg_cls_accuracy": 0.7131062569418734, "iteration": 232119, "loss_box_reg": 0.21200247248634696, "loss_cls": 0.16373371332883835, "loss_mask": 0.22634651651605964, "loss_rpn_cls": 0.02643357980196015, "loss_rpn_loc": 0.06427287112455815, "loss_sem_seg": 0.19187721493653953, "lr": 0.002, "mask_rcnn/accuracy": 0.8988441762247068, "mask_rcnn/false_negative": 0.109389998597935, "mask_rcnn/false_positive": 0.09996954449603174, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5735136550065363, "total_loss": 0.8710040850364749} {"data_time": 0.012127339519793168, "eta_seconds": 21533.136830265285, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.29232889692897446, "fast_rcnn/fg_cls_accuracy": 0.6312292716543911, "iteration": 232139, "loss_box_reg": 0.20198182109743357, "loss_cls": 0.16602447943296283, "loss_mask": 0.2225234042853117, "loss_rpn_cls": 0.026487296061532106, "loss_rpn_loc": 0.06250200554495677, "loss_sem_seg": 0.2101158183068037, "lr": 0.002, "mask_rcnn/accuracy": 0.8978359809833023, "mask_rcnn/false_negative": 0.06721120686798293, "mask_rcnn/false_positive": 0.13169399471954604, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5767926219996298, "total_loss": 0.8737802165851463} {"data_time": 0.012400198509567417, "eta_seconds": 21521.76199239504, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.20943525339129734, "fast_rcnn/fg_cls_accuracy": 0.721938775510204, "iteration": 232159, "loss_box_reg": 0.21246511908248067, "loss_cls": 0.16229666210711002, "loss_mask": 0.217522201128304, "loss_rpn_cls": 0.024373212305363268, "loss_rpn_loc": 0.0628567517560441, "loss_sem_seg": 0.2022244888357818, "lr": 0.002, "mask_rcnn/accuracy": 0.8910820411367059, "mask_rcnn/false_negative": 0.084346580640821, "mask_rcnn/false_positive": 0.122291250964012, "roi_head/num_bg_samples": 426.75, "roi_head/num_fg_samples": 85.25, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.5568279725121101, "total_loss": 0.88155496494619} {"data_time": 0.013292646501213312, "eta_seconds": 21514.35419816093, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.2554414282220592, "fast_rcnn/fg_cls_accuracy": 0.7303741746148202, "iteration": 232179, "loss_box_reg": 0.2172524065244943, "loss_cls": 0.17931739054620266, "loss_mask": 0.22912134742364287, "loss_rpn_cls": 0.026447535055922344, "loss_rpn_loc": 0.06459106371039525, "loss_sem_seg": 0.20618157205171883, "lr": 0.002, "mask_rcnn/accuracy": 0.9151300173343966, "mask_rcnn/false_negative": 0.07630660026491597, "mask_rcnn/false_positive": 0.10268380528668189, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 236.0, "rpn/num_pos_anchors": 20.0, "time": 0.5536175174929667, "total_loss": 0.9417992654816771} {"data_time": 0.012981756997760385, "eta_seconds": 21511.055280535293, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.2577685950413223, "fast_rcnn/fg_cls_accuracy": 0.7165929461063905, "iteration": 232199, "loss_box_reg": 0.22126589948311448, "loss_cls": 0.16733605065383017, "loss_mask": 0.22404006216675043, "loss_rpn_cls": 0.02336660998116713, "loss_rpn_loc": 0.05745891803235281, "loss_sem_seg": 0.20620743418112397, "lr": 0.002, "mask_rcnn/accuracy": 0.8983188805406643, "mask_rcnn/false_negative": 0.09423526807876745, "mask_rcnn/false_positive": 0.11093916464202783, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 202.25, "rpn/num_pos_anchors": 53.75, "time": 0.5728700084873708, "total_loss": 0.866481834021215} {"data_time": 0.012411502990289591, "eta_seconds": 21537.675881554926, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.2636014192785334, "fast_rcnn/fg_cls_accuracy": 0.7298196333530456, "iteration": 232219, "loss_box_reg": 0.19380971579812467, "loss_cls": 0.1600128011777997, "loss_mask": 0.22342511685565114, "loss_rpn_cls": 0.025306967578217154, "loss_rpn_loc": 0.061975597898708656, "loss_sem_seg": 0.22791677713394165, "lr": 0.002, "mask_rcnn/accuracy": 0.9113340268223394, "mask_rcnn/false_negative": 0.08450051447723436, "mask_rcnn/false_positive": 0.10217109609798528, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5992300339858048, "total_loss": 0.8935345975478413} {"data_time": 0.012007095501758158, "eta_seconds": 21534.885403410037, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.27128516830133076, "fast_rcnn/fg_cls_accuracy": 0.7072339641755307, "iteration": 232239, "loss_box_reg": 0.22971802996471524, "loss_cls": 0.17338652512989938, "loss_mask": 0.2404385362751782, "loss_rpn_cls": 0.02980777664197376, "loss_rpn_loc": 0.06030786375049502, "loss_sem_seg": 0.21796246711164713, "lr": 0.002, "mask_rcnn/accuracy": 0.8915300987604502, "mask_rcnn/false_negative": 0.09730090912846862, "mask_rcnn/false_positive": 0.12943431355807458, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.5708027739892714, "total_loss": 0.9405037466203794} {"data_time": 0.012534445995697752, "eta_seconds": 21523.479516170075, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.26030569708198237, "fast_rcnn/fg_cls_accuracy": 0.7205882352941178, "iteration": 232259, "loss_box_reg": 0.20361959841102362, "loss_cls": 0.16158172162249684, "loss_mask": 0.22191328695043921, "loss_rpn_cls": 0.026116840745089576, "loss_rpn_loc": 0.06868763029342517, "loss_sem_seg": 0.2035207897424698, "lr": 0.002, "mask_rcnn/accuracy": 0.8914674455505661, "mask_rcnn/false_negative": 0.099804824210252, "mask_rcnn/false_positive": 0.12184312406379658, "roi_head/num_bg_samples": 429.5, "roi_head/num_fg_samples": 82.5, "rpn/num_neg_anchors": 203.75, "rpn/num_pos_anchors": 52.25, "time": 0.5674021825107047, "total_loss": 0.8922792879093322} {"data_time": 0.012609918005182408, "eta_seconds": 21515.134575258155, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.28211610486891386, "fast_rcnn/fg_cls_accuracy": 0.7115443425076453, "iteration": 232279, "loss_box_reg": 0.20601466367952526, "loss_cls": 0.15852853277465329, "loss_mask": 0.22154086595401168, "loss_rpn_cls": 0.027561838229303248, "loss_rpn_loc": 0.061899257358163595, "loss_sem_seg": 0.2290842323563993, "lr": 0.002, "mask_rcnn/accuracy": 0.9004317578203554, "mask_rcnn/false_negative": 0.09008560980892094, "mask_rcnn/false_positive": 0.11265477607003938, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5813039740023669, "total_loss": 0.9327415441075573} {"data_time": 0.01251431999844499, "eta_seconds": 21502.408623308773, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.29184410891727963, "fast_rcnn/fg_cls_accuracy": 0.6758974358974359, "iteration": 232299, "loss_box_reg": 0.21481519797816873, "loss_cls": 0.17180827888660133, "loss_mask": 0.23902664426714182, "loss_rpn_cls": 0.03291358070418937, "loss_rpn_loc": 0.0694989847834222, "loss_sem_seg": 0.23440751060843468, "lr": 0.002, "mask_rcnn/accuracy": 0.8843733980439485, "mask_rcnn/false_negative": 0.10247933881067277, "mask_rcnn/false_positive": 0.13934341390483945, "roi_head/num_bg_samples": 427.75, "roi_head/num_fg_samples": 84.25, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.5696223885024665, "total_loss": 0.9410207956143495} {"data_time": 0.012107501010177657, "eta_seconds": 21491.001812548682, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.2627450980392157, "fast_rcnn/fg_cls_accuracy": 0.728169014084507, "iteration": 232319, "loss_box_reg": 0.20364982157479972, "loss_cls": 0.16754501906689256, "loss_mask": 0.22709212265908718, "loss_rpn_cls": 0.027638332307105884, "loss_rpn_loc": 0.05336493698632694, "loss_sem_seg": 0.22891918430104852, "lr": 0.002, "mask_rcnn/accuracy": 0.8949106530586466, "mask_rcnn/false_negative": 0.09306956105469849, "mask_rcnn/false_positive": 0.11150428239257443, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.5755997489904985, "total_loss": 0.9169304534443654} {"data_time": 0.012424952496076003, "eta_seconds": 21477.855967210227, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.16165795586527293, "fast_rcnn/fg_cls_accuracy": 0.7971290650406504, "iteration": 232339, "loss_box_reg": 0.20268689072690904, "loss_cls": 0.1578875668346882, "loss_mask": 0.22887805942445993, "loss_rpn_cls": 0.024356969690416008, "loss_rpn_loc": 0.05989966257766355, "loss_sem_seg": 0.20462048333138227, "lr": 0.002, "mask_rcnn/accuracy": 0.9040672072400389, "mask_rcnn/false_negative": 0.0703190622735139, "mask_rcnn/false_positive": 0.08620421425968545, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5647821104939794, "total_loss": 0.8771557271952588} {"data_time": 0.012776116505847313, "eta_seconds": 21466.450079970266, "fast_rcnn/cls_accuracy": 0.9658203125, "fast_rcnn/false_negative": 0.14220137207425343, "fast_rcnn/fg_cls_accuracy": 0.7989583333333333, "iteration": 232359, "loss_box_reg": 0.21034432016313076, "loss_cls": 0.1682947309454903, "loss_mask": 0.2308960985392332, "loss_rpn_cls": 0.021445546004542848, "loss_rpn_loc": 0.059430550842080265, "loss_sem_seg": 0.20575676253065467, "lr": 0.002, "mask_rcnn/accuracy": 0.9155379058224413, "mask_rcnn/false_negative": 0.05859292953971564, "mask_rcnn/false_positive": 0.11307016089710047, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5723570455156732, "total_loss": 0.8909870101160777} {"data_time": 0.012601485490449704, "eta_seconds": 21456.10597032722, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.23910535760061521, "fast_rcnn/fg_cls_accuracy": 0.7270299145299146, "iteration": 232379, "loss_box_reg": 0.20272608823142946, "loss_cls": 0.16537171858362854, "loss_mask": 0.2253129780292511, "loss_rpn_cls": 0.02453028637683019, "loss_rpn_loc": 0.06103335494117346, "loss_sem_seg": 0.22040203912183642, "lr": 0.002, "mask_rcnn/accuracy": 0.9065303753080179, "mask_rcnn/false_negative": 0.07790508912902153, "mask_rcnn/false_positive": 0.1147090915512732, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5695238760090433, "total_loss": 0.9027065513982961} {"data_time": 0.01235869798983913, "eta_seconds": 21424.45523449013, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.22735891990291263, "fast_rcnn/fg_cls_accuracy": 0.7459392655367232, "iteration": 232399, "loss_box_reg": 0.19927234738133848, "loss_cls": 0.16741451009875163, "loss_mask": 0.21970613347366452, "loss_rpn_cls": 0.02551006794692512, "loss_rpn_loc": 0.054658005174132995, "loss_sem_seg": 0.23482178268022835, "lr": 0.002, "mask_rcnn/accuracy": 0.9089740532595498, "mask_rcnn/false_negative": 0.09469812664269214, "mask_rcnn/false_positive": 0.10896337615201829, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5545259304926731, "total_loss": 0.9236927217107223} {"data_time": 0.01152158749755472, "eta_seconds": 21413.05955073997, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.3209277647237171, "fast_rcnn/fg_cls_accuracy": 0.6694105769977479, "iteration": 232419, "loss_box_reg": 0.23994908900931478, "loss_cls": 0.1841452782973647, "loss_mask": 0.23143197875469923, "loss_rpn_cls": 0.02492397431342397, "loss_rpn_loc": 0.0670114429667592, "loss_sem_seg": 0.22379788337275386, "lr": 0.002, "mask_rcnn/accuracy": 0.890032515952869, "mask_rcnn/false_negative": 0.0964493923992263, "mask_rcnn/false_positive": 0.12475856566775975, "roi_head/num_bg_samples": 428.5, "roi_head/num_fg_samples": 83.5, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.5768742800137261, "total_loss": 0.9558185877249343} {"data_time": 0.012517014489276335, "eta_seconds": 21419.021499689537, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.3133304559607855, "fast_rcnn/fg_cls_accuracy": 0.6543875985977212, "iteration": 232439, "loss_box_reg": 0.22867832984775305, "loss_cls": 0.18196399929001927, "loss_mask": 0.24348720349371433, "loss_rpn_cls": 0.02975296720978804, "loss_rpn_loc": 0.07730212999740615, "loss_sem_seg": 0.22080929693765938, "lr": 0.002, "mask_rcnn/accuracy": 0.89823709010346, "mask_rcnn/false_negative": 0.10736526508617078, "mask_rcnn/false_positive": 0.09455975011558555, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5751374629908241, "total_loss": 0.9923086597336805} {"data_time": 0.013995777495438233, "eta_seconds": 21380.125599629187, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.22712401239079738, "fast_rcnn/fg_cls_accuracy": 0.7526369282891022, "iteration": 232459, "loss_box_reg": 0.2147266953252256, "loss_cls": 0.16001498146215454, "loss_mask": 0.22671645507216454, "loss_rpn_cls": 0.027967982892732834, "loss_rpn_loc": 0.061748931650072336, "loss_sem_seg": 0.22058928199112415, "lr": 0.002, "mask_rcnn/accuracy": 0.9059713362006755, "mask_rcnn/false_negative": 0.0885016582862295, "mask_rcnn/false_positive": 0.09777968105434193, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.5536451539956033, "total_loss": 0.8888329580004211} {"data_time": 0.012606709497049451, "eta_seconds": 21393.87960508463, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.27406257159585573, "fast_rcnn/fg_cls_accuracy": 0.720795254944887, "iteration": 232479, "loss_box_reg": 0.2099158635828644, "loss_cls": 0.16879101301310584, "loss_mask": 0.23717286018654704, "loss_rpn_cls": 0.030201259796740487, "loss_rpn_loc": 0.06766055640764534, "loss_sem_seg": 0.20241829473525286, "lr": 0.002, "mask_rcnn/accuracy": 0.9037137450291247, "mask_rcnn/false_negative": 0.08047105118477031, "mask_rcnn/false_positive": 0.10990982174280224, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5688076350052143, "total_loss": 0.9172851822077064} {"data_time": 0.012039279012242332, "eta_seconds": 21386.03551654509, "fast_rcnn/cls_accuracy": 0.9609375, "fast_rcnn/false_negative": 0.2240633382365666, "fast_rcnn/fg_cls_accuracy": 0.7317307692307693, "iteration": 232499, "loss_box_reg": 0.19932766770944, "loss_cls": 0.16193513805046678, "loss_mask": 0.2294873003847897, "loss_rpn_cls": 0.029296967295522336, "loss_rpn_loc": 0.05765892448835075, "loss_sem_seg": 0.21889056195504963, "lr": 0.002, "mask_rcnn/accuracy": 0.9114393691143212, "mask_rcnn/false_negative": 0.06184702825045227, "mask_rcnn/false_positive": 0.10392504709503539, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5993367365008453, "total_loss": 0.9571575650115847} {"data_time": 0.01250858600542415, "eta_seconds": 21378.244453096442, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.24162826420890937, "fast_rcnn/fg_cls_accuracy": 0.732985705295334, "iteration": 232519, "loss_box_reg": 0.211124278139323, "loss_cls": 0.1670789502095431, "loss_mask": 0.22887156158685684, "loss_rpn_cls": 0.025090374263527337, "loss_rpn_loc": 0.06429028371348977, "loss_sem_seg": 0.2092582629993558, "lr": 0.002, "mask_rcnn/accuracy": 0.9009470668427644, "mask_rcnn/false_negative": 0.0962292063027296, "mask_rcnn/false_positive": 0.10746599747920914, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5892196524946485, "total_loss": 0.9394452643682598} {"data_time": 0.013120343501213938, "eta_seconds": 21368.119082660327, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.2959783344617468, "fast_rcnn/fg_cls_accuracy": 0.6558565955117679, "iteration": 232539, "loss_box_reg": 0.21420635981485248, "loss_cls": 0.16703041503205895, "loss_mask": 0.23042293218895793, "loss_rpn_cls": 0.02448883471879526, "loss_rpn_loc": 0.05630585819017142, "loss_sem_seg": 0.22328980884049088, "lr": 0.002, "mask_rcnn/accuracy": 0.8945090160647129, "mask_rcnn/false_negative": 0.08787764889221197, "mask_rcnn/false_positive": 0.1102074752196171, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5728317364992108, "total_loss": 0.9568111881671939} {"data_time": 0.012391721495077945, "eta_seconds": 21356.71088796042, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.28533506370929684, "fast_rcnn/fg_cls_accuracy": 0.6996779388083736, "iteration": 232559, "loss_box_reg": 0.18400536919943988, "loss_cls": 0.1537078726105392, "loss_mask": 0.21365355234593153, "loss_rpn_cls": 0.020649580506869825, "loss_rpn_loc": 0.05856147574377246, "loss_sem_seg": 0.23429233441129327, "lr": 0.002, "mask_rcnn/accuracy": 0.9010580769415024, "mask_rcnn/false_negative": 0.07647184651122407, "mask_rcnn/false_positive": 0.10671892658831128, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5557503640011419, "total_loss": 0.900903521116561} {"data_time": 0.012101517000701278, "eta_seconds": 21344.021922556014, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.23363095238095238, "fast_rcnn/fg_cls_accuracy": 0.7065472960752397, "iteration": 232579, "loss_box_reg": 0.20978997834026814, "loss_cls": 0.1616910812444985, "loss_mask": 0.21667453041300178, "loss_rpn_cls": 0.02130742568988353, "loss_rpn_loc": 0.05757340253330767, "loss_sem_seg": 0.2054981542751193, "lr": 0.002, "mask_rcnn/accuracy": 0.922611337889353, "mask_rcnn/false_negative": 0.06322888459566818, "mask_rcnn/false_positive": 0.10162171553482793, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5704712654987816, "total_loss": 0.8646640277074766} {"data_time": 0.012632782003493048, "eta_seconds": 21338.893104621136, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.2824622844827586, "fast_rcnn/fg_cls_accuracy": 0.68359375, "iteration": 232599, "loss_box_reg": 0.20436806208454072, "loss_cls": 0.16244485997594893, "loss_mask": 0.22917572874575853, "loss_rpn_cls": 0.023976923614100087, "loss_rpn_loc": 0.05934889055788517, "loss_sem_seg": 0.1965670082718134, "lr": 0.002, "mask_rcnn/accuracy": 0.8915038652699336, "mask_rcnn/false_negative": 0.08653438123492593, "mask_rcnn/false_positive": 0.1344149834158123, "roi_head/num_bg_samples": 424.0, "roi_head/num_fg_samples": 88.0, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5812443669856293, "total_loss": 0.8799762378621381} {"data_time": 0.012808228988433257, "eta_seconds": 21334.502707107255, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.2627861089187056, "fast_rcnn/fg_cls_accuracy": 0.7097069597069597, "iteration": 232619, "loss_box_reg": 0.2021722407080233, "loss_cls": 0.1678035621298477, "loss_mask": 0.22266830690205097, "loss_rpn_cls": 0.025407970322703477, "loss_rpn_loc": 0.06491612918034662, "loss_sem_seg": 0.21469513303600252, "lr": 0.002, "mask_rcnn/accuracy": 0.8985643564072834, "mask_rcnn/false_negative": 0.07979537896800354, "mask_rcnn/false_positive": 0.11126037349614654, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5793382419942645, "total_loss": 0.8852177393819147} {"data_time": 0.012182641003164463, "eta_seconds": 21321.32350413667, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.253403176297878, "fast_rcnn/fg_cls_accuracy": 0.7363455809334657, "iteration": 232639, "loss_box_reg": 0.20327268354594707, "loss_cls": 0.1616029271390289, "loss_mask": 0.2177696218714118, "loss_rpn_cls": 0.02480599159025587, "loss_rpn_loc": 0.05827349913306534, "loss_sem_seg": 0.22738597635179758, "lr": 0.002, "mask_rcnn/accuracy": 0.8987599067365809, "mask_rcnn/false_negative": 0.08866744798893673, "mask_rcnn/false_positive": 0.11368956849089751, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.566757607011823, "total_loss": 0.878294965634268} {"data_time": 0.012037450011121109, "eta_seconds": 21307.43066247774, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.2692788862513633, "fast_rcnn/fg_cls_accuracy": 0.6410352736475798, "iteration": 232659, "loss_box_reg": 0.19334005191922188, "loss_cls": 0.17502289824187756, "loss_mask": 0.2234943648800254, "loss_rpn_cls": 0.030151037638461275, "loss_rpn_loc": 0.060496519348816946, "loss_sem_seg": 0.21619756426662207, "lr": 0.002, "mask_rcnn/accuracy": 0.8929229980035492, "mask_rcnn/false_negative": 0.09464363812615327, "mask_rcnn/false_positive": 0.10963233974750997, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5656213259935612, "total_loss": 0.9202990982157644} {"data_time": 0.014408278992050327, "eta_seconds": 21290.62816941351, "fast_rcnn/cls_accuracy": 0.96044921875, "fast_rcnn/false_negative": 0.20530382859149982, "fast_rcnn/fg_cls_accuracy": 0.7712681375472072, "iteration": 232679, "loss_box_reg": 0.19711017655208707, "loss_cls": 0.1520980452769436, "loss_mask": 0.21730302274227142, "loss_rpn_cls": 0.02876237121745362, "loss_rpn_loc": 0.06045841576997191, "loss_sem_seg": 0.19536762800998986, "lr": 0.002, "mask_rcnn/accuracy": 0.9121085157665552, "mask_rcnn/false_negative": 0.06809397531024758, "mask_rcnn/false_positive": 0.09941966433380989, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5735826169984648, "total_loss": 0.856172159887592} {"data_time": 0.012336953499470837, "eta_seconds": 21277.970839103175, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.30721107195750985, "fast_rcnn/fg_cls_accuracy": 0.6834431336499668, "iteration": 232699, "loss_box_reg": 0.19405597960576415, "loss_cls": 0.17106448754202574, "loss_mask": 0.22503417311236262, "loss_rpn_cls": 0.02413115359013318, "loss_rpn_loc": 0.06632146541960537, "loss_sem_seg": 0.20650891098193824, "lr": 0.002, "mask_rcnn/accuracy": 0.903421419332501, "mask_rcnn/false_negative": 0.08059644279408579, "mask_rcnn/false_positive": 0.1156415076141235, "roi_head/num_bg_samples": 429.75, "roi_head/num_fg_samples": 82.25, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.5695445129967993, "total_loss": 0.9178786655938893} {"data_time": 0.011828594491817057, "eta_seconds": 21262.86559734687, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.26535087719298245, "fast_rcnn/fg_cls_accuracy": 0.6961152882205514, "iteration": 232719, "loss_box_reg": 0.22397243324667215, "loss_cls": 0.17236473830416799, "loss_mask": 0.22968809166923165, "loss_rpn_cls": 0.02510755833645817, "loss_rpn_loc": 0.06268915321561508, "loss_sem_seg": 0.20982397254556417, "lr": 0.002, "mask_rcnn/accuracy": 0.9098704989514603, "mask_rcnn/false_negative": 0.10180808280103015, "mask_rcnn/false_positive": 0.10435399328257433, "roi_head/num_bg_samples": 431.5, "roi_head/num_fg_samples": 80.5, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5667270584963262, "total_loss": 0.9420833105541533} {"data_time": 0.011565672990400344, "eta_seconds": 21252.83334460741, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.2032669461914745, "fast_rcnn/fg_cls_accuracy": 0.7188413499867128, "iteration": 232739, "loss_box_reg": 0.19202144374139607, "loss_cls": 0.160725029068999, "loss_mask": 0.22235463885590434, "loss_rpn_cls": 0.02187273040181026, "loss_rpn_loc": 0.05238312637084164, "loss_sem_seg": 0.20201173843815923, "lr": 0.002, "mask_rcnn/accuracy": 0.913211804910185, "mask_rcnn/false_negative": 0.08212990107460957, "mask_rcnn/false_positive": 0.08767019182791641, "roi_head/num_bg_samples": 431.0, "roi_head/num_fg_samples": 81.0, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5780132925137877, "total_loss": 0.8955136312833929} {"data_time": 0.012229247004142962, "eta_seconds": 21239.86772576846, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.23571312276131554, "fast_rcnn/fg_cls_accuracy": 0.7506782095268492, "iteration": 232759, "loss_box_reg": 0.20259099616669118, "loss_cls": 0.15657665114849806, "loss_mask": 0.22349234391003847, "loss_rpn_cls": 0.029361406282987446, "loss_rpn_loc": 0.060178699146490544, "loss_sem_seg": 0.20052210753783584, "lr": 0.002, "mask_rcnn/accuracy": 0.9181059248023533, "mask_rcnn/false_negative": 0.07000635294770258, "mask_rcnn/false_positive": 0.08465531823398208, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5649672444997123, "total_loss": 0.8819592260988429} {"data_time": 0.012222058503539301, "eta_seconds": 21226.188244045028, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.30734375, "fast_rcnn/fg_cls_accuracy": 0.6899781659388646, "iteration": 232779, "loss_box_reg": 0.19306532992050052, "loss_cls": 0.15754890069365501, "loss_mask": 0.22534973034635186, "loss_rpn_cls": 0.022631033609286533, "loss_rpn_loc": 0.06988568058295641, "loss_sem_seg": 0.22539982153102756, "lr": 0.002, "mask_rcnn/accuracy": 0.891973801425332, "mask_rcnn/false_negative": 0.09304839975856072, "mask_rcnn/false_positive": 0.10844158972254811, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5630183715111343, "total_loss": 0.9049248998635449} {"data_time": 0.012082966990419663, "eta_seconds": 21193.72062656119, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.21095661846496105, "fast_rcnn/fg_cls_accuracy": 0.7761786600496278, "iteration": 232799, "loss_box_reg": 0.20295382849872112, "loss_cls": 0.1685121648479253, "loss_mask": 0.23433149885386229, "loss_rpn_cls": 0.026657379068637965, "loss_rpn_loc": 0.05753761045343708, "loss_sem_seg": 0.22669349238276482, "lr": 0.002, "mask_rcnn/accuracy": 0.8987444654585972, "mask_rcnn/false_negative": 0.09023571248541301, "mask_rcnn/false_positive": 0.10661251192169219, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.5608901490049902, "total_loss": 0.9537157053418923} {"data_time": 0.012488696491345763, "eta_seconds": 21203.377262884882, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.2538201847903341, "fast_rcnn/fg_cls_accuracy": 0.7113539445628998, "iteration": 232819, "loss_box_reg": 0.2059064470231533, "loss_cls": 0.16615962726064026, "loss_mask": 0.22399738989770412, "loss_rpn_cls": 0.026472340745385736, "loss_rpn_loc": 0.06539815879659727, "loss_sem_seg": 0.21170832635834813, "lr": 0.002, "mask_rcnn/accuracy": 0.9048506896095325, "mask_rcnn/false_negative": 0.06994660645571849, "mask_rcnn/false_positive": 0.11205153755258862, "roi_head/num_bg_samples": 428.5, "roi_head/num_fg_samples": 83.5, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.5776502659864491, "total_loss": 0.918261807935778} {"data_time": 0.012707206522463821, "eta_seconds": 21194.24087852855, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.3007246376811594, "fast_rcnn/fg_cls_accuracy": 0.6992753623188406, "iteration": 232839, "loss_box_reg": 0.19857276417315006, "loss_cls": 0.1583463882561773, "loss_mask": 0.22270277608186007, "loss_rpn_cls": 0.02485891673131846, "loss_rpn_loc": 0.05164987631724216, "loss_sem_seg": 0.20422146702185273, "lr": 0.002, "mask_rcnn/accuracy": 0.8996734674327629, "mask_rcnn/false_negative": 0.09060733979521804, "mask_rcnn/false_positive": 0.10313710622272038, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5640683434903622, "total_loss": 0.8394380296886084} {"data_time": 0.012533039989648387, "eta_seconds": 21165.469969518672, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.30848845488760046, "fast_rcnn/fg_cls_accuracy": 0.6769148611534941, "iteration": 232859, "loss_box_reg": 0.20771957421675324, "loss_cls": 0.17896015592850745, "loss_mask": 0.22132605221122503, "loss_rpn_cls": 0.027950677322223783, "loss_rpn_loc": 0.0639529376057908, "loss_sem_seg": 0.2340338984504342, "lr": 0.002, "mask_rcnn/accuracy": 0.8909317131684691, "mask_rcnn/false_negative": 0.08185968868323557, "mask_rcnn/false_positive": 0.13619880248714406, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5568244254827732, "total_loss": 0.9252686871222977} {"data_time": 0.012464675994124264, "eta_seconds": 21136.5860742465, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.2787040374909877, "fast_rcnn/fg_cls_accuracy": 0.7100604874577476, "iteration": 232879, "loss_box_reg": 0.19330249400809407, "loss_cls": 0.16099971439689398, "loss_mask": 0.2196188224479556, "loss_rpn_cls": 0.022790088361944072, "loss_rpn_loc": 0.06111076576053165, "loss_sem_seg": 0.22507721511647105, "lr": 0.002, "mask_rcnn/accuracy": 0.892907536272029, "mask_rcnn/false_negative": 0.09058675741597778, "mask_rcnn/false_positive": 0.1074020437047255, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.5534323279862292, "total_loss": 0.8961982787986926} {"data_time": 0.01329296498443, "eta_seconds": 21144.54951531248, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.2606679328901551, "fast_rcnn/fg_cls_accuracy": 0.7354859132636911, "iteration": 232899, "loss_box_reg": 0.20775763224810362, "loss_cls": 0.16629994957474992, "loss_mask": 0.2279383670538664, "loss_rpn_cls": 0.02311234267835971, "loss_rpn_loc": 0.07355005497811362, "loss_sem_seg": 0.21530909440480173, "lr": 0.002, "mask_rcnn/accuracy": 0.9001763796083332, "mask_rcnn/false_negative": 0.09395843545258449, "mask_rcnn/false_positive": 0.11277393319611556, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5717751274933107, "total_loss": 0.9305594987308723} {"data_time": 0.012178790508187376, "eta_seconds": 21137.056477093458, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.2490788504053058, "fast_rcnn/fg_cls_accuracy": 0.7349595358069934, "iteration": 232919, "loss_box_reg": 0.21972333546727896, "loss_cls": 0.17725632502697408, "loss_mask": 0.23184232600033283, "loss_rpn_cls": 0.030291052820757614, "loss_rpn_loc": 0.07802950513723772, "loss_sem_seg": 0.20613286783918738, "lr": 0.002, "mask_rcnn/accuracy": 0.8990654751912516, "mask_rcnn/false_negative": 0.09412961765374675, "mask_rcnn/false_positive": 0.1062946123967244, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5712952250032686, "total_loss": 0.9465168868719047} {"data_time": 0.011976209483691491, "eta_seconds": 21120.701406550754, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.1486074270557029, "fast_rcnn/fg_cls_accuracy": 0.8169098143236073, "iteration": 232939, "loss_box_reg": 0.2026334109250456, "loss_cls": 0.16934662172570825, "loss_mask": 0.2219225075095892, "loss_rpn_cls": 0.026397577945317607, "loss_rpn_loc": 0.05541298890602775, "loss_sem_seg": 0.20993643277324736, "lr": 0.002, "mask_rcnn/accuracy": 0.9235061813186813, "mask_rcnn/false_negative": 0.07039335548677052, "mask_rcnn/false_positive": 0.09496819177301191, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5739237899979344, "total_loss": 0.8886017778422683} {"data_time": 0.013160887989215553, "eta_seconds": 21094.51477921885, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.30136268343815514, "fast_rcnn/fg_cls_accuracy": 0.66819516873464, "iteration": 232959, "loss_box_reg": 0.21663554850965738, "loss_cls": 0.1874192978721112, "loss_mask": 0.23145634913817048, "loss_rpn_cls": 0.028253689741177368, "loss_rpn_loc": 0.05937055544927716, "loss_sem_seg": 0.21405990864150226, "lr": 0.002, "mask_rcnn/accuracy": 0.9012030778122881, "mask_rcnn/false_negative": 0.09046635865414923, "mask_rcnn/false_positive": 0.09676033781607503, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 240.5, "rpn/num_pos_anchors": 15.5, "time": 0.5629060775099788, "total_loss": 0.9436033215388306} {"data_time": 0.01179050350037869, "eta_seconds": 21088.72977300195, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.22828208061368682, "fast_rcnn/fg_cls_accuracy": 0.7550428520220289, "iteration": 232979, "loss_box_reg": 0.19848501996602863, "loss_cls": 0.1493888113182038, "loss_mask": 0.2217328418046236, "loss_rpn_cls": 0.025250393078749767, "loss_rpn_loc": 0.06319625122705474, "loss_sem_seg": 0.2027951288037002, "lr": 0.002, "mask_rcnn/accuracy": 0.9029672994852391, "mask_rcnn/false_negative": 0.08108522523154443, "mask_rcnn/false_positive": 0.09565550309882948, "roi_head/num_bg_samples": 459.5, "roi_head/num_fg_samples": 52.5, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5720192544977181, "total_loss": 0.8257834869982617} {"data_time": 0.012272809006390162, "eta_seconds": 21091.454564573098, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.29641769398114576, "fast_rcnn/fg_cls_accuracy": 0.6686788311153793, "iteration": 232999, "loss_box_reg": 0.22405633935704827, "loss_cls": 0.18542935512959957, "loss_mask": 0.23173580784350634, "loss_rpn_cls": 0.03098668718303088, "loss_rpn_loc": 0.06286437105154619, "loss_sem_seg": 0.20710822939872742, "lr": 0.002, "mask_rcnn/accuracy": 0.8826615451578872, "mask_rcnn/false_negative": 0.0961754581140851, "mask_rcnn/false_positive": 0.13896497582834128, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.571926334509044, "total_loss": 0.9745557474598172} {"data_time": 0.012082727494998835, "eta_seconds": 21065.94407864145, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.2671674633887245, "fast_rcnn/fg_cls_accuracy": 0.6905289300577259, "iteration": 233019, "loss_box_reg": 0.2009518143022433, "loss_cls": 0.15512985904933885, "loss_mask": 0.21966297645121813, "loss_rpn_cls": 0.02846199896885082, "loss_rpn_loc": 0.06842763331951573, "loss_sem_seg": 0.2258255430497229, "lr": 0.002, "mask_rcnn/accuracy": 0.9073312658396693, "mask_rcnn/false_negative": 0.08939282442335542, "mask_rcnn/false_positive": 0.11003359486244246, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5641168460133485, "total_loss": 0.8919584828145162} {"data_time": 0.012483878512284718, "eta_seconds": 21065.071976774183, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.2807541092321538, "fast_rcnn/fg_cls_accuracy": 0.6902790014684288, "iteration": 233039, "loss_box_reg": 0.22067148378118873, "loss_cls": 0.16285625146701932, "loss_mask": 0.22745261946693063, "loss_rpn_cls": 0.027846160706758383, "loss_rpn_loc": 0.07323179460945539, "loss_sem_seg": 0.19379090028814971, "lr": 0.002, "mask_rcnn/accuracy": 0.9024006372838345, "mask_rcnn/false_negative": 0.08120611316230386, "mask_rcnn/false_positive": 0.09715572931916841, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.5739469619875308, "total_loss": 0.914793094554625} {"data_time": 0.01334823650540784, "eta_seconds": 21057.253130182828, "fast_rcnn/cls_accuracy": 0.9560546875, "fast_rcnn/false_negative": 0.20849267792183562, "fast_rcnn/fg_cls_accuracy": 0.7915073220781643, "iteration": 233059, "loss_box_reg": 0.18961434555239975, "loss_cls": 0.1489291051402688, "loss_mask": 0.220445079728961, "loss_rpn_cls": 0.02537382167065516, "loss_rpn_loc": 0.057869360607583076, "loss_sem_seg": 0.18621329916641116, "lr": 0.002, "mask_rcnn/accuracy": 0.8940210958674623, "mask_rcnn/false_negative": 0.09066612987445218, "mask_rcnn/false_positive": 0.10916683239891327, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5793690734863048, "total_loss": 0.8494354896829464} {"data_time": 0.01194106049661059, "eta_seconds": 21050.9502796389, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.2686056458511548, "fast_rcnn/fg_cls_accuracy": 0.698864706990767, "iteration": 233079, "loss_box_reg": 0.21369411307387054, "loss_cls": 0.1636329172179103, "loss_mask": 0.2399140647612512, "loss_rpn_cls": 0.029465000945492648, "loss_rpn_loc": 0.05726989372851676, "loss_sem_seg": 0.21063830191269517, "lr": 0.002, "mask_rcnn/accuracy": 0.8975813860616959, "mask_rcnn/false_negative": 0.0808242298469574, "mask_rcnn/false_positive": 0.11868902849627616, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5732418874977157, "total_loss": 0.9244613146438496} {"data_time": 0.0126999784988584, "eta_seconds": 21043.70039476386, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.3041841736694678, "fast_rcnn/fg_cls_accuracy": 0.67310223126159, "iteration": 233099, "loss_box_reg": 0.22306791553273797, "loss_cls": 0.17926906165666878, "loss_mask": 0.22683679079636931, "loss_rpn_cls": 0.029380374689935707, "loss_rpn_loc": 0.06394777836976573, "loss_sem_seg": 0.2343235844746232, "lr": 0.002, "mask_rcnn/accuracy": 0.9147543435182293, "mask_rcnn/false_negative": 0.08112285895353248, "mask_rcnn/false_positive": 0.11117302126142845, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.5705598454951541, "total_loss": 0.9365158048894955} {"data_time": 0.012475554482080042, "eta_seconds": 21028.14380063818, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.2498561978717285, "fast_rcnn/fg_cls_accuracy": 0.7501438021282716, "iteration": 233119, "loss_box_reg": 0.1924446360208094, "loss_cls": 0.14968604245223105, "loss_mask": 0.2261122625786811, "loss_rpn_cls": 0.023747417575577856, "loss_rpn_loc": 0.058853740483755246, "loss_sem_seg": 0.19298604829236865, "lr": 0.002, "mask_rcnn/accuracy": 0.8947973852622533, "mask_rcnn/false_negative": 0.08627981697555734, "mask_rcnn/false_positive": 0.1202850874540039, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5542258834902896, "total_loss": 0.8971184341498883} {"data_time": 0.01150464650709182, "eta_seconds": 20997.58699555995, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.17002087459187498, "fast_rcnn/fg_cls_accuracy": 0.79579945799458, "iteration": 233139, "loss_box_reg": 0.2148622120730579, "loss_cls": 0.17140283924527466, "loss_mask": 0.22913813311606646, "loss_rpn_cls": 0.02885165908082854, "loss_rpn_loc": 0.06851137065677904, "loss_sem_seg": 0.21119919302873313, "lr": 0.002, "mask_rcnn/accuracy": 0.9073792537848473, "mask_rcnn/false_negative": 0.07381220919632862, "mask_rcnn/false_positive": 0.10939567463388601, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 236.5, "rpn/num_pos_anchors": 19.5, "time": 0.5566710535058519, "total_loss": 0.9088148941955296} {"data_time": 0.012305859505431727, "eta_seconds": 20994.8196024606, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.24845679012345678, "fast_rcnn/fg_cls_accuracy": 0.733312757201646, "iteration": 233159, "loss_box_reg": 0.19941915199160576, "loss_cls": 0.15044290432706475, "loss_mask": 0.22810432408005, "loss_rpn_cls": 0.0224662072105275, "loss_rpn_loc": 0.06835561514890287, "loss_sem_seg": 0.21044635004363954, "lr": 0.002, "mask_rcnn/accuracy": 0.9055367007611446, "mask_rcnn/false_negative": 0.07999755613709113, "mask_rcnn/false_positive": 0.09995367725122059, "roi_head/num_bg_samples": 423.25, "roi_head/num_fg_samples": 88.75, "rpn/num_neg_anchors": 199.25, "rpn/num_pos_anchors": 56.75, "time": 0.5691972044878639, "total_loss": 0.8749162051535677} {"data_time": 0.01240941949072294, "eta_seconds": 20992.001623435455, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.2448542024013722, "fast_rcnn/fg_cls_accuracy": 0.7058215416424372, "iteration": 233179, "loss_box_reg": 0.20151260399143212, "loss_cls": 0.15724281198345125, "loss_mask": 0.22145737893879414, "loss_rpn_cls": 0.026492623139347415, "loss_rpn_loc": 0.0639225947088562, "loss_sem_seg": 0.21806569723412395, "lr": 0.002, "mask_rcnn/accuracy": 0.8975435889974327, "mask_rcnn/false_negative": 0.09288368258028523, "mask_rcnn/false_positive": 0.1131994070129125, "roi_head/num_bg_samples": 461.5, "roi_head/num_fg_samples": 50.5, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5707225270016352, "total_loss": 0.868061782210134} {"data_time": 0.013997240996104665, "eta_seconds": 20972.024543040432, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.27266201804757995, "fast_rcnn/fg_cls_accuracy": 0.7115870509277537, "iteration": 233199, "loss_box_reg": 0.20506187493447214, "loss_cls": 0.15893813711591065, "loss_mask": 0.23454219847917557, "loss_rpn_cls": 0.0316572727087987, "loss_rpn_loc": 0.06320582402986474, "loss_sem_seg": 0.23280816641636193, "lr": 0.002, "mask_rcnn/accuracy": 0.8944233670753688, "mask_rcnn/false_negative": 0.08017348897754707, "mask_rcnn/false_positive": 0.11994525018192781, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.5611360499897273, "total_loss": 0.9180042861908078} {"data_time": 0.012721325503662229, "eta_seconds": 20942.99109390535, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.2853603603603604, "fast_rcnn/fg_cls_accuracy": 0.7063063063063063, "iteration": 233219, "loss_box_reg": 0.2084468835964799, "loss_cls": 0.16536838340107352, "loss_mask": 0.2264681369997561, "loss_rpn_cls": 0.02563402788928215, "loss_rpn_loc": 0.05621410714229569, "loss_sem_seg": 0.2281241100281477, "lr": 0.002, "mask_rcnn/accuracy": 0.8938942666205311, "mask_rcnn/false_negative": 0.09301773845242738, "mask_rcnn/false_positive": 0.1192786126553126, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.565217079987633, "total_loss": 0.9138482264042977} {"data_time": 0.01360754699271638, "eta_seconds": 20927.122686200382, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.18371565210342872, "fast_rcnn/fg_cls_accuracy": 0.7401024685607824, "iteration": 233239, "loss_box_reg": 0.20440266095101833, "loss_cls": 0.14952501165680587, "loss_mask": 0.22667953977361321, "loss_rpn_cls": 0.020935528344125487, "loss_rpn_loc": 0.062485121918143705, "loss_sem_seg": 0.2127414932474494, "lr": 0.002, "mask_rcnn/accuracy": 0.9189549938833264, "mask_rcnn/false_negative": 0.06069405313483561, "mask_rcnn/false_positive": 0.08717103587806851, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 236.0, "rpn/num_pos_anchors": 20.0, "time": 0.5631342280103127, "total_loss": 0.8759745519726039} {"data_time": 0.012527782993856817, "eta_seconds": 20921.17380465423, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.25973205257836196, "fast_rcnn/fg_cls_accuracy": 0.728012330263774, "iteration": 233259, "loss_box_reg": 0.21243108995258808, "loss_cls": 0.16890314454212785, "loss_mask": 0.22102997917681932, "loss_rpn_cls": 0.02796261408366263, "loss_rpn_loc": 0.06573912495514378, "loss_sem_seg": 0.20902346540242434, "lr": 0.002, "mask_rcnn/accuracy": 0.9078719007164682, "mask_rcnn/false_negative": 0.08644512003105019, "mask_rcnn/false_positive": 0.10690470793647405, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5761177175008925, "total_loss": 0.901482602881515} {"data_time": 0.01329635850561317, "eta_seconds": 20905.33888907841, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.17700405885337392, "fast_rcnn/fg_cls_accuracy": 0.7457004979721751, "iteration": 233279, "loss_box_reg": 0.1916777619626373, "loss_cls": 0.14876985584851354, "loss_mask": 0.22734512109309435, "loss_rpn_cls": 0.02555217190820258, "loss_rpn_loc": 0.061414658528519794, "loss_sem_seg": 0.22053023404441774, "lr": 0.002, "mask_rcnn/accuracy": 0.9052899385560675, "mask_rcnn/false_negative": 0.08603963498534459, "mask_rcnn/false_positive": 0.09969776520024212, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5880585959966993, "total_loss": 0.8894381846002943} {"data_time": 0.012542210504761897, "eta_seconds": 20891.42958209441, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.19656775833807244, "fast_rcnn/fg_cls_accuracy": 0.800638945572542, "iteration": 233299, "loss_box_reg": 0.21586477756500244, "loss_cls": 0.1611460593994707, "loss_mask": 0.23051361227408051, "loss_rpn_cls": 0.027533884480362758, "loss_rpn_loc": 0.06506313005229458, "loss_sem_seg": 0.21291608083993196, "lr": 0.002, "mask_rcnn/accuracy": 0.9047144512281331, "mask_rcnn/false_negative": 0.08661262621824087, "mask_rcnn/false_positive": 0.12058784988895768, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5676742879877565, "total_loss": 0.9144128189509502} {"data_time": 0.013326178508577868, "eta_seconds": 20875.996398065196, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.2524110671936759, "fast_rcnn/fg_cls_accuracy": 0.7010763769609527, "iteration": 233319, "loss_box_reg": 0.22836789907887578, "loss_cls": 0.1723846709355712, "loss_mask": 0.22717675659805536, "loss_rpn_cls": 0.025301450543338433, "loss_rpn_loc": 0.06292710424168035, "loss_sem_seg": 0.22850278858095407, "lr": 0.002, "mask_rcnn/accuracy": 0.8949869737874907, "mask_rcnn/false_negative": 0.08635359930504234, "mask_rcnn/false_positive": 0.11203263005637784, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5716239534813212, "total_loss": 0.9417116773256566} {"data_time": 0.012695117489784025, "eta_seconds": 20868.638291523603, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.23420212765957446, "fast_rcnn/fg_cls_accuracy": 0.7582978723404254, "iteration": 233339, "loss_box_reg": 0.20135668804869056, "loss_cls": 0.15385329152923077, "loss_mask": 0.23241631500422955, "loss_rpn_cls": 0.028537459282233613, "loss_rpn_loc": 0.06766491913003847, "loss_sem_seg": 0.22134239552542567, "lr": 0.002, "mask_rcnn/accuracy": 0.9097053234493038, "mask_rcnn/false_negative": 0.09373559071714942, "mask_rcnn/false_positive": 0.09694235304989503, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.57014800250181, "total_loss": 0.8976623637263401} {"data_time": 0.012394981007673778, "eta_seconds": 20855.805129045097, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.306406981694338, "fast_rcnn/fg_cls_accuracy": 0.6628089961314012, "iteration": 233359, "loss_box_reg": 0.2104141335003078, "loss_cls": 0.1586262488272041, "loss_mask": 0.22945777140557766, "loss_rpn_cls": 0.02887034164450597, "loss_rpn_loc": 0.05921795140602626, "loss_sem_seg": 0.22762276919092983, "lr": 0.002, "mask_rcnn/accuracy": 0.8935521347572594, "mask_rcnn/false_negative": 0.10560388512312902, "mask_rcnn/false_positive": 0.13715679923115376, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.5693729700142285, "total_loss": 0.9047091199663555} {"data_time": 0.012467246488085948, "eta_seconds": 20844.421266634658, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.20843373493975903, "fast_rcnn/fg_cls_accuracy": 0.791566265060241, "iteration": 233379, "loss_box_reg": 0.18333125696517527, "loss_cls": 0.14491440751589835, "loss_mask": 0.21629096707329154, "loss_rpn_cls": 0.020248450731742196, "loss_rpn_loc": 0.06318740185815841, "loss_sem_seg": 0.21298246923834085, "lr": 0.002, "mask_rcnn/accuracy": 0.9130354249947401, "mask_rcnn/false_negative": 0.0926094016573989, "mask_rcnn/false_positive": 0.0996832152547858, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5685305939987302, "total_loss": 0.8444135699101025} {"data_time": 0.012226750011905096, "eta_seconds": 20834.48433234378, "fast_rcnn/cls_accuracy": 0.96044921875, "fast_rcnn/false_negative": 0.21746805230968128, "fast_rcnn/fg_cls_accuracy": 0.7742683280208635, "iteration": 233399, "loss_box_reg": 0.2064968654885888, "loss_cls": 0.16221843240782619, "loss_mask": 0.22565044974908233, "loss_rpn_cls": 0.027470657376397867, "loss_rpn_loc": 0.05779171714675613, "loss_sem_seg": 0.20988119929097593, "lr": 0.002, "mask_rcnn/accuracy": 0.8993861322430758, "mask_rcnn/false_negative": 0.08109779226358771, "mask_rcnn/false_positive": 0.1045902594412885, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 235.5, "rpn/num_pos_anchors": 20.5, "time": 0.5696961529902183, "total_loss": 0.8933047591635841} {"data_time": 0.011591415997827426, "eta_seconds": 20819.08410996491, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.22437030490499338, "fast_rcnn/fg_cls_accuracy": 0.7702533510089851, "iteration": 233419, "loss_box_reg": 0.20231284969486296, "loss_cls": 0.15610780485440046, "loss_mask": 0.22615640610456467, "loss_rpn_cls": 0.02646319226914784, "loss_rpn_loc": 0.060546170163434, "loss_sem_seg": 0.19956635078415275, "lr": 0.002, "mask_rcnn/accuracy": 0.9184788160394028, "mask_rcnn/false_negative": 0.06879542534962071, "mask_rcnn/false_positive": 0.09269690353044996, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5578667310037417, "total_loss": 0.8783014408545569} {"data_time": 0.012648994495975785, "eta_seconds": 20804.95173452246, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.2801724137931034, "fast_rcnn/fg_cls_accuracy": 0.6663590604026846, "iteration": 233439, "loss_box_reg": 0.206609065993689, "loss_cls": 0.16037304094061255, "loss_mask": 0.21773600950837135, "loss_rpn_cls": 0.02777832793253765, "loss_rpn_loc": 0.06396167969796807, "loss_sem_seg": 0.21858259523287416, "lr": 0.002, "mask_rcnn/accuracy": 0.9063521412565789, "mask_rcnn/false_negative": 0.0955554516061334, "mask_rcnn/false_positive": 0.11042533299936787, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5651001904916484, "total_loss": 0.9280518425512128} {"data_time": 0.012998799487832002, "eta_seconds": 20800.33037316396, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.22560160427807485, "fast_rcnn/fg_cls_accuracy": 0.7434640522875817, "iteration": 233459, "loss_box_reg": 0.2119096548995003, "loss_cls": 0.15820664691273123, "loss_mask": 0.22340498538687825, "loss_rpn_cls": 0.023879465348727535, "loss_rpn_loc": 0.06836509596905671, "loss_sem_seg": 0.21694525377824903, "lr": 0.002, "mask_rcnn/accuracy": 0.9049606348221106, "mask_rcnn/false_negative": 0.08365583654083061, "mask_rcnn/false_positive": 0.09614598882077913, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5702994825114729, "total_loss": 0.9123705762867758} {"data_time": 0.013360801007365808, "eta_seconds": 20787.683646346602, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.20914502164502163, "fast_rcnn/fg_cls_accuracy": 0.757091728525981, "iteration": 233479, "loss_box_reg": 0.17556346161291003, "loss_cls": 0.14974011620506644, "loss_mask": 0.2268459633924067, "loss_rpn_cls": 0.02411261164525058, "loss_rpn_loc": 0.04819307668367401, "loss_sem_seg": 0.21429792942944914, "lr": 0.002, "mask_rcnn/accuracy": 0.898842024278383, "mask_rcnn/false_negative": 0.09129874290562723, "mask_rcnn/false_positive": 0.1101387781869679, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5528637665120186, "total_loss": 0.8029319820634555} {"data_time": 0.012298755493247882, "eta_seconds": 20776.118092172022, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.2223404699303034, "fast_rcnn/fg_cls_accuracy": 0.7535087719298246, "iteration": 233499, "loss_box_reg": 0.20381445158272982, "loss_cls": 0.17333493568003178, "loss_mask": 0.21768400445580482, "loss_rpn_cls": 0.027053679648815887, "loss_rpn_loc": 0.06010231201071292, "loss_sem_seg": 0.2277091690339148, "lr": 0.002, "mask_rcnn/accuracy": 0.9043819751516273, "mask_rcnn/false_negative": 0.07614028941587783, "mask_rcnn/false_positive": 0.10587068689264842, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5731882609979948, "total_loss": 0.9023857246356783} {"data_time": 0.012585478514665738, "eta_seconds": 20764.734229761583, "fast_rcnn/cls_accuracy": 0.96337890625, "fast_rcnn/false_negative": 0.19870689655172413, "fast_rcnn/fg_cls_accuracy": 0.7600490196078431, "iteration": 233519, "loss_box_reg": 0.19571085972711444, "loss_cls": 0.1544422716833651, "loss_mask": 0.22221639566123486, "loss_rpn_cls": 0.025717620283103315, "loss_rpn_loc": 0.047714526765048504, "loss_sem_seg": 0.21096259774640203, "lr": 0.002, "mask_rcnn/accuracy": 0.9201360628835122, "mask_rcnn/false_negative": 0.070792824317858, "mask_rcnn/false_positive": 0.08359648321890109, "roi_head/num_bg_samples": 465.75, "roi_head/num_fg_samples": 46.25, "rpn/num_neg_anchors": 238.0, "rpn/num_pos_anchors": 18.0, "time": 0.5813474324822892, "total_loss": 0.8513975671958178} {"data_time": 0.013469718483975157, "eta_seconds": 20750.78936424457, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.2752317534926231, "fast_rcnn/fg_cls_accuracy": 0.6670959038508708, "iteration": 233539, "loss_box_reg": 0.2176131964661181, "loss_cls": 0.16874516569077969, "loss_mask": 0.22638406325131655, "loss_rpn_cls": 0.027347443445250974, "loss_rpn_loc": 0.06391273235203698, "loss_sem_seg": 0.22214860771782696, "lr": 0.002, "mask_rcnn/accuracy": 0.9085624332816584, "mask_rcnn/false_negative": 0.09778903417699587, "mask_rcnn/false_positive": 0.10690143800046309, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.5727304574975278, "total_loss": 0.9391139372182806} {"data_time": 0.011858632497023791, "eta_seconds": 20742.37828766422, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.2505961844197138, "fast_rcnn/fg_cls_accuracy": 0.7156622570635309, "iteration": 233559, "loss_box_reg": 0.20647477079182863, "loss_cls": 0.16828044038265944, "loss_mask": 0.216508858371526, "loss_rpn_cls": 0.02236237505076133, "loss_rpn_loc": 0.05600751453312114, "loss_sem_seg": 0.21596171706914902, "lr": 0.002, "mask_rcnn/accuracy": 0.912192772996175, "mask_rcnn/false_negative": 0.09307117849991572, "mask_rcnn/false_positive": 0.09892464871400866, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5756789849983761, "total_loss": 0.9148805189079212} {"data_time": 0.012165130494395271, "eta_seconds": 20732.02245480432, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.20682565789473684, "fast_rcnn/fg_cls_accuracy": 0.7828947368421053, "iteration": 233579, "loss_box_reg": 0.19475517142564058, "loss_cls": 0.15703151724301279, "loss_mask": 0.21846026740968227, "loss_rpn_cls": 0.024371640640310943, "loss_rpn_loc": 0.056001490738708526, "loss_sem_seg": 0.20314913499169052, "lr": 0.002, "mask_rcnn/accuracy": 0.9073829837282624, "mask_rcnn/false_negative": 0.09420686058519506, "mask_rcnn/false_positive": 0.09080383600290201, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5781928064970998, "total_loss": 0.8920991550730832} {"data_time": 0.01181953350896947, "eta_seconds": 20725.10083722268, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.20362381363244175, "fast_rcnn/fg_cls_accuracy": 0.788497340425532, "iteration": 233599, "loss_box_reg": 0.20976219163276255, "loss_cls": 0.18138636788353324, "loss_mask": 0.2322188764810562, "loss_rpn_cls": 0.026226127740301308, "loss_rpn_loc": 0.06496395115391351, "loss_sem_seg": 0.2087974981404841, "lr": 0.002, "mask_rcnn/accuracy": 0.9025250167031098, "mask_rcnn/false_negative": 0.09186676603169987, "mask_rcnn/false_positive": 0.10758396319190729, "roi_head/num_bg_samples": 431.0, "roi_head/num_fg_samples": 81.0, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5838262914912775, "total_loss": 0.9359872006934893} {"data_time": 0.012903904513223097, "eta_seconds": 20707.995912974337, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.3253961228644773, "fast_rcnn/fg_cls_accuracy": 0.6387335526315789, "iteration": 233619, "loss_box_reg": 0.20047493325546384, "loss_cls": 0.1649145312840119, "loss_mask": 0.2289680796675384, "loss_rpn_cls": 0.029395163655863144, "loss_rpn_loc": 0.05766108371608425, "loss_sem_seg": 0.2382147825555876, "lr": 0.002, "mask_rcnn/accuracy": 0.8887349257884972, "mask_rcnn/false_negative": 0.08233811764108533, "mask_rcnn/false_positive": 0.14675058527898582, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.562592243499239, "total_loss": 0.9227343951206421} {"data_time": 0.01209768200351391, "eta_seconds": 20696.611951064013, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.24495798319327733, "fast_rcnn/fg_cls_accuracy": 0.726264880952381, "iteration": 233639, "loss_box_reg": 0.2041976118925959, "loss_cls": 0.16370435908902436, "loss_mask": 0.21846353402361274, "loss_rpn_cls": 0.025850768215605058, "loss_rpn_loc": 0.06478012690786272, "loss_sem_seg": 0.22017957316711545, "lr": 0.002, "mask_rcnn/accuracy": 0.8954510398239635, "mask_rcnn/false_negative": 0.08746401561072548, "mask_rcnn/false_positive": 0.1075496683564285, "roi_head/num_bg_samples": 430.25, "roi_head/num_fg_samples": 81.75, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.5759373949986184, "total_loss": 0.898838844965212} {"data_time": 0.01204962149495259, "eta_seconds": 20682.49461852423, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.2598687720046943, "fast_rcnn/fg_cls_accuracy": 0.6632351734886393, "iteration": 233659, "loss_box_reg": 0.20123204193077981, "loss_cls": 0.15689761750400066, "loss_mask": 0.22619863972067833, "loss_rpn_cls": 0.022690419456921518, "loss_rpn_loc": 0.06240203988272697, "loss_sem_seg": 0.22111293743364513, "lr": 0.002, "mask_rcnn/accuracy": 0.9050849259415363, "mask_rcnn/false_negative": 0.10025075142611997, "mask_rcnn/false_positive": 0.10925288051415226, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5536329580063466, "total_loss": 0.9032425243203761} {"data_time": 0.012010787511826493, "eta_seconds": 20668.38029456498, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.28001792114695345, "fast_rcnn/fg_cls_accuracy": 0.6851173020527859, "iteration": 233679, "loss_box_reg": 0.20577529212459922, "loss_cls": 0.16434943140484393, "loss_mask": 0.23163691721856594, "loss_rpn_cls": 0.027781626049545594, "loss_rpn_loc": 0.06954511388903484, "loss_sem_seg": 0.21207022527232766, "lr": 0.002, "mask_rcnn/accuracy": 0.9004156266001024, "mask_rcnn/false_negative": 0.09554667757608135, "mask_rcnn/false_positive": 0.10249236344479203, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5703912544850027, "total_loss": 0.9244516141516215} {"data_time": 0.012546034515253268, "eta_seconds": 20662.27946806763, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.2947900053163211, "fast_rcnn/fg_cls_accuracy": 0.6995822890559733, "iteration": 233699, "loss_box_reg": 0.21508222864940763, "loss_cls": 0.16962808510288596, "loss_mask": 0.23482847213745117, "loss_rpn_cls": 0.026361357249697903, "loss_rpn_loc": 0.06368260012823157, "loss_sem_seg": 0.20480492804199457, "lr": 0.002, "mask_rcnn/accuracy": 0.8986184618902937, "mask_rcnn/false_negative": 0.09950000279269411, "mask_rcnn/false_positive": 0.10987930617083214, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5829639484873042, "total_loss": 0.9242640299435152} {"data_time": 0.01189286851149518, "eta_seconds": 20648.34724566406, "fast_rcnn/cls_accuracy": 0.95751953125, "fast_rcnn/false_negative": 0.19379344587884806, "fast_rcnn/fg_cls_accuracy": 0.8017698425074069, "iteration": 233719, "loss_box_reg": 0.19281180016696453, "loss_cls": 0.15822037064936012, "loss_mask": 0.22157250111922622, "loss_rpn_cls": 0.02512397190730553, "loss_rpn_loc": 0.05563979013822973, "loss_sem_seg": 0.22228484600782394, "lr": 0.002, "mask_rcnn/accuracy": 0.9039462723865056, "mask_rcnn/false_negative": 0.08181916425294938, "mask_rcnn/false_positive": 0.09933849497412647, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5549066379899159, "total_loss": 0.874175062935592} {"data_time": 0.012606468982994556, "eta_seconds": 20634.23743457561, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.24086099086099086, "fast_rcnn/fg_cls_accuracy": 0.734319773793458, "iteration": 233739, "loss_box_reg": 0.21125887986272573, "loss_cls": 0.16573652671650052, "loss_mask": 0.21954350033774972, "loss_rpn_cls": 0.025963212421629578, "loss_rpn_loc": 0.05768994495156221, "loss_sem_seg": 0.21858438942581415, "lr": 0.002, "mask_rcnn/accuracy": 0.9004280132298318, "mask_rcnn/false_negative": 0.09437344496276157, "mask_rcnn/false_positive": 0.10022599551592136, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.566478555512731, "total_loss": 0.906741554121254} {"data_time": 0.01340340000751894, "eta_seconds": 20628.30817960207, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.2797990481226864, "fast_rcnn/fg_cls_accuracy": 0.6906333234684818, "iteration": 233759, "loss_box_reg": 0.19270376628264785, "loss_cls": 0.16942336270585656, "loss_mask": 0.22095142351463437, "loss_rpn_cls": 0.02535225021711085, "loss_rpn_loc": 0.05846651902538724, "loss_sem_seg": 0.2135790913598612, "lr": 0.002, "mask_rcnn/accuracy": 0.9118281394152296, "mask_rcnn/false_negative": 0.07924447054537695, "mask_rcnn/false_positive": 0.09826589256257375, "roi_head/num_bg_samples": 457.25, "roi_head/num_fg_samples": 54.75, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5705874124978436, "total_loss": 0.9009657305214205} {"data_time": 0.011832988006062806, "eta_seconds": 20627.016184601816, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.2128368794326241, "fast_rcnn/fg_cls_accuracy": 0.7473404255319149, "iteration": 233779, "loss_box_reg": 0.22243277286179364, "loss_cls": 0.16635914624202996, "loss_mask": 0.2234230877365917, "loss_rpn_cls": 0.026180198998190463, "loss_rpn_loc": 0.06417463963589398, "loss_sem_seg": 0.19180223590228707, "lr": 0.002, "mask_rcnn/accuracy": 0.8943366031270594, "mask_rcnn/false_negative": 0.0819184009248328, "mask_rcnn/false_positive": 0.12369449055221024, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5733955864998279, "total_loss": 0.9267126146005467} {"data_time": 0.012396891484968364, "eta_seconds": 20621.00372918675, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.2409888357256778, "fast_rcnn/fg_cls_accuracy": 0.7333099906629319, "iteration": 233799, "loss_box_reg": 0.20371761452406645, "loss_cls": 0.1503602417651564, "loss_mask": 0.22250918531790376, "loss_rpn_cls": 0.024456510491290828, "loss_rpn_loc": 0.06534434034256265, "loss_sem_seg": 0.21178819239139557, "lr": 0.002, "mask_rcnn/accuracy": 0.9032479431267187, "mask_rcnn/false_negative": 0.08103775211393223, "mask_rcnn/false_positive": 0.10754620727583136, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5700040954834549, "total_loss": 0.8832768910942832} {"data_time": 0.01227338299213443, "eta_seconds": 20603.968526266995, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.25126158363152584, "fast_rcnn/fg_cls_accuracy": 0.7402766854936726, "iteration": 233819, "loss_box_reg": 0.1994529664516449, "loss_cls": 0.15543764387257397, "loss_mask": 0.22153778281062841, "loss_rpn_cls": 0.023563635717437137, "loss_rpn_loc": 0.05174500042630825, "loss_sem_seg": 0.21435698494315147, "lr": 0.002, "mask_rcnn/accuracy": 0.9053550174561475, "mask_rcnn/false_negative": 0.09579865633237349, "mask_rcnn/false_positive": 0.0918407138308448, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5639537284878315, "total_loss": 0.895253508911992} {"data_time": 0.012569216996780597, "eta_seconds": 20594.263664356098, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.2684284883237763, "fast_rcnn/fg_cls_accuracy": 0.7134774531329168, "iteration": 233839, "loss_box_reg": 0.2204487631097436, "loss_cls": 0.1732620201073587, "loss_mask": 0.22934538032859564, "loss_rpn_cls": 0.0271985534200212, "loss_rpn_loc": 0.06188412653864361, "loss_sem_seg": 0.23877816158346832, "lr": 0.002, "mask_rcnn/accuracy": 0.9017690105466141, "mask_rcnn/false_negative": 0.08586570127123042, "mask_rcnn/false_positive": 0.11451286728932022, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.576204412500374, "total_loss": 0.9450987658692611} {"data_time": 0.011387429491151124, "eta_seconds": 20584.438685800516, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.2531985960144928, "fast_rcnn/fg_cls_accuracy": 0.6765010351966874, "iteration": 233859, "loss_box_reg": 0.20670641341712326, "loss_cls": 0.17092664679512382, "loss_mask": 0.2263957615941763, "loss_rpn_cls": 0.027981128113424347, "loss_rpn_loc": 0.060586389095988125, "loss_sem_seg": 0.21857483498752117, "lr": 0.002, "mask_rcnn/accuracy": 0.8997240313175962, "mask_rcnn/false_negative": 0.08373236981431136, "mask_rcnn/false_positive": 0.11053426734212496, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5655825060239295, "total_loss": 0.9044236527988687} {"data_time": 0.012156327997217886, "eta_seconds": 20583.29596923737, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.18406432748538012, "fast_rcnn/fg_cls_accuracy": 0.7525362318840579, "iteration": 233879, "loss_box_reg": 0.20859438041225076, "loss_cls": 0.16835021995939314, "loss_mask": 0.2384296227246523, "loss_rpn_cls": 0.028757088337442838, "loss_rpn_loc": 0.05146653699921444, "loss_sem_seg": 0.22005363879725337, "lr": 0.002, "mask_rcnn/accuracy": 0.9197677919852152, "mask_rcnn/false_negative": 0.08272363118565451, "mask_rcnn/false_positive": 0.09062891302662054, "roi_head/num_bg_samples": 431.25, "roi_head/num_fg_samples": 80.75, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.570527043484617, "total_loss": 0.9107148121693172} {"data_time": 0.012957476981682703, "eta_seconds": 20568.031068922734, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.18359375, "fast_rcnn/fg_cls_accuracy": 0.7817782285327923, "iteration": 233899, "loss_box_reg": 0.18724978156387806, "loss_cls": 0.14250918314792216, "loss_mask": 0.21851261518895626, "loss_rpn_cls": 0.025818985726800747, "loss_rpn_loc": 0.05848146526841447, "loss_sem_seg": 0.1869178714696318, "lr": 0.002, "mask_rcnn/accuracy": 0.9007505886970173, "mask_rcnn/false_negative": 0.09126532016757641, "mask_rcnn/false_positive": 0.1070404389988458, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5712613390060142, "total_loss": 0.8364558446482988} {"data_time": 0.01311517298745457, "eta_seconds": 20562.038762025608, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.23504273504273504, "fast_rcnn/fg_cls_accuracy": 0.7424242424242424, "iteration": 233919, "loss_box_reg": 0.22084353864192963, "loss_cls": 0.18009701860137284, "loss_mask": 0.22293770965188742, "loss_rpn_cls": 0.02129231872550008, "loss_rpn_loc": 0.06168341416923795, "loss_sem_seg": 0.2410377087071538, "lr": 0.002, "mask_rcnn/accuracy": 0.904564237902683, "mask_rcnn/false_negative": 0.08427162779950112, "mask_rcnn/false_positive": 0.10429706142999305, "roi_head/num_bg_samples": 433.0, "roi_head/num_fg_samples": 79.0, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5772566630039364, "total_loss": 0.9247793083814031} {"data_time": 0.012670593496295623, "eta_seconds": 20555.14061748261, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.2715167548500882, "fast_rcnn/fg_cls_accuracy": 0.6847107438016529, "iteration": 233939, "loss_box_reg": 0.2049828318413347, "loss_cls": 0.1646914737066254, "loss_mask": 0.22927884384989738, "loss_rpn_cls": 0.02376484414708102, "loss_rpn_loc": 0.0632941139920149, "loss_sem_seg": 0.2234038827009499, "lr": 0.002, "mask_rcnn/accuracy": 0.898252243610681, "mask_rcnn/false_negative": 0.08028284903962837, "mask_rcnn/false_positive": 0.12099538435650686, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5849315049999859, "total_loss": 0.8816151415267086} {"data_time": 0.01156836049631238, "eta_seconds": 20544.850690873238, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.261050061050061, "fast_rcnn/fg_cls_accuracy": 0.7011346726190476, "iteration": 233959, "loss_box_reg": 0.22520947409793735, "loss_cls": 0.17565520317293704, "loss_mask": 0.22370944265276194, "loss_rpn_cls": 0.027810549559944775, "loss_rpn_loc": 0.06195480690803379, "loss_sem_seg": 0.20784073625691235, "lr": 0.002, "mask_rcnn/accuracy": 0.8807826750671273, "mask_rcnn/false_negative": 0.10566466301301575, "mask_rcnn/false_positive": 0.11979914732075314, "roi_head/num_bg_samples": 433.0, "roi_head/num_fg_samples": 79.0, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.5694787965185242, "total_loss": 0.917898350089672} {"data_time": 0.011894226481672376, "eta_seconds": 20531.448200223822, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.22485049833887044, "fast_rcnn/fg_cls_accuracy": 0.737467071935157, "iteration": 233979, "loss_box_reg": 0.18861104955431074, "loss_cls": 0.15052059153094888, "loss_mask": 0.221875294810161, "loss_rpn_cls": 0.02456578663259279, "loss_rpn_loc": 0.056570409215055406, "loss_sem_seg": 0.2012326413532719, "lr": 0.002, "mask_rcnn/accuracy": 0.9109132837008944, "mask_rcnn/false_negative": 0.07427127827655663, "mask_rcnn/false_positive": 0.0891038488546669, "roi_head/num_bg_samples": 456.25, "roi_head/num_fg_samples": 55.75, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.556910715502454, "total_loss": 0.8787959871406201} {"data_time": 0.011976944020716473, "eta_seconds": 20507.078678888764, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.24656213854260378, "fast_rcnn/fg_cls_accuracy": 0.7426954906265834, "iteration": 233999, "loss_box_reg": 0.20131860161200166, "loss_cls": 0.1612819539150223, "loss_mask": 0.22742494847625494, "loss_rpn_cls": 0.024846843284649367, "loss_rpn_loc": 0.05723848732304759, "loss_sem_seg": 0.20320835057646036, "lr": 0.002, "mask_rcnn/accuracy": 0.8868365495220782, "mask_rcnn/false_negative": 0.07975295950160247, "mask_rcnn/false_positive": 0.12395079910056003, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 205.25, "rpn/num_pos_anchors": 50.75, "time": 0.56029127399961, "total_loss": 0.8495832063563284} {"data_time": 0.0124453524913406, "eta_seconds": 20495.686173858965, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.2264957264957265, "fast_rcnn/fg_cls_accuracy": 0.7669683257918551, "iteration": 234019, "loss_box_reg": 0.21636912575922906, "loss_cls": 0.16747166868299246, "loss_mask": 0.21893671480938792, "loss_rpn_cls": 0.028493808404164156, "loss_rpn_loc": 0.06314177587046288, "loss_sem_seg": 0.21957633644342422, "lr": 0.002, "mask_rcnn/accuracy": 0.9066626077912081, "mask_rcnn/false_negative": 0.08649191234152864, "mask_rcnn/false_positive": 0.09474739694610554, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5582893129903823, "total_loss": 0.9355566691920103} {"data_time": 0.012189911503810436, "eta_seconds": 20488.268060982533, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.2685721303996912, "fast_rcnn/fg_cls_accuracy": 0.699680076237152, "iteration": 234039, "loss_box_reg": 0.20442564645782113, "loss_cls": 0.16028700559400022, "loss_mask": 0.22056123008951545, "loss_rpn_cls": 0.022957451259571826, "loss_rpn_loc": 0.057279684508102946, "loss_sem_seg": 0.24345497926697135, "lr": 0.002, "mask_rcnn/accuracy": 0.902622317828341, "mask_rcnn/false_negative": 0.09895770192966172, "mask_rcnn/false_positive": 0.11834507186146176, "roi_head/num_bg_samples": 430.25, "roi_head/num_fg_samples": 81.75, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5755446624971228, "total_loss": 0.9044666683221294} {"data_time": 0.0125293614983093, "eta_seconds": 20459.757019516983, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.26315496098104796, "fast_rcnn/fg_cls_accuracy": 0.7001672240802675, "iteration": 234059, "loss_box_reg": 0.20502456463873386, "loss_cls": 0.1811564676463604, "loss_mask": 0.24145457474514842, "loss_rpn_cls": 0.027293815612210892, "loss_rpn_loc": 0.06895914790220559, "loss_sem_seg": 0.22301798919215798, "lr": 0.002, "mask_rcnn/accuracy": 0.8976751778563996, "mask_rcnn/false_negative": 0.0748959978669298, "mask_rcnn/false_positive": 0.11010893789410511, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5583262904838193, "total_loss": 0.9357935791686032} {"data_time": 0.012093212979380041, "eta_seconds": 20454.771405946885, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.22266899766899767, "fast_rcnn/fg_cls_accuracy": 0.7635994806880884, "iteration": 234079, "loss_box_reg": 0.22685212176293135, "loss_cls": 0.17074557160958648, "loss_mask": 0.23880414105951786, "loss_rpn_cls": 0.028915806906297803, "loss_rpn_loc": 0.06825693999417126, "loss_sem_seg": 0.20571889588609338, "lr": 0.002, "mask_rcnn/accuracy": 0.899556167959078, "mask_rcnn/false_negative": 0.07827982215274609, "mask_rcnn/false_positive": 0.09675050033366822, "roi_head/num_bg_samples": 430.75, "roi_head/num_fg_samples": 81.25, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5721647659956943, "total_loss": 0.9341765504614159} {"data_time": 0.01219328900333494, "eta_seconds": 20434.780827126568, "fast_rcnn/cls_accuracy": 0.9599609375, "fast_rcnn/false_negative": 0.2276100086281277, "fast_rcnn/fg_cls_accuracy": 0.6681674064679772, "iteration": 234099, "loss_box_reg": 0.20351043669506907, "loss_cls": 0.16565502318553627, "loss_mask": 0.22341159312054515, "loss_rpn_cls": 0.02578638868908456, "loss_rpn_loc": 0.06407316224067472, "loss_sem_seg": 0.2349013222847134, "lr": 0.002, "mask_rcnn/accuracy": 0.899562429138322, "mask_rcnn/false_negative": 0.09252399026399338, "mask_rcnn/false_positive": 0.10789016483929378, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5521156275062822, "total_loss": 0.92284607829788} {"data_time": 0.012163456020061858, "eta_seconds": 20423.218357448408, "fast_rcnn/cls_accuracy": 0.96044921875, "fast_rcnn/false_negative": 0.18782051282051282, "fast_rcnn/fg_cls_accuracy": 0.7869664634146342, "iteration": 234119, "loss_box_reg": 0.18082193651935086, "loss_cls": 0.1465017155278474, "loss_mask": 0.21970630064606667, "loss_rpn_cls": 0.02010697741934564, "loss_rpn_loc": 0.04630538167839404, "loss_sem_seg": 0.22525950882118195, "lr": 0.002, "mask_rcnn/accuracy": 0.9176786970946014, "mask_rcnn/false_negative": 0.07609735427392679, "mask_rcnn/false_positive": 0.09182591922513986, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5561043889902066, "total_loss": 0.8729156685149064} {"data_time": 0.01246796949999407, "eta_seconds": 20423.307898661602, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.2848988910632746, "fast_rcnn/fg_cls_accuracy": 0.7000768049155146, "iteration": 234139, "loss_box_reg": 0.214673729846254, "loss_cls": 0.16755797050427645, "loss_mask": 0.21392662543803453, "loss_rpn_cls": 0.022065602792281425, "loss_rpn_loc": 0.06444764813932125, "loss_sem_seg": 0.23702291026711464, "lr": 0.002, "mask_rcnn/accuracy": 0.9013192971334292, "mask_rcnn/false_negative": 0.09117751029023519, "mask_rcnn/false_positive": 0.10606859858218026, "roi_head/num_bg_samples": 431.0, "roi_head/num_fg_samples": 81.0, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5821199170022737, "total_loss": 0.924683541055856} {"data_time": 0.011629333996097557, "eta_seconds": 20411.917637431485, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.27768258727778966, "fast_rcnn/fg_cls_accuracy": 0.6817781690140845, "iteration": 234159, "loss_box_reg": 0.22622629324905574, "loss_cls": 0.18500287842471153, "loss_mask": 0.23753089737147093, "loss_rpn_cls": 0.025134896433883114, "loss_rpn_loc": 0.06066521423053928, "loss_sem_seg": 0.21747098653577268, "lr": 0.002, "mask_rcnn/accuracy": 0.8944947831253036, "mask_rcnn/false_negative": 0.08666727887912992, "mask_rcnn/false_positive": 0.11563807258480353, "roi_head/num_bg_samples": 432.5, "roi_head/num_fg_samples": 79.5, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.5712157620000653, "total_loss": 0.9557193970540538} {"data_time": 0.01242804249341134, "eta_seconds": 20394.164026301398, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.1853146853146853, "fast_rcnn/fg_cls_accuracy": 0.8131088564614576, "iteration": 234179, "loss_box_reg": 0.20613151299767196, "loss_cls": 0.15975654684007168, "loss_mask": 0.2296059331856668, "loss_rpn_cls": 0.03306852944660932, "loss_rpn_loc": 0.07990991958649829, "loss_sem_seg": 0.19562482903711498, "lr": 0.002, "mask_rcnn/accuracy": 0.907690396425602, "mask_rcnn/false_negative": 0.0823048749951466, "mask_rcnn/false_positive": 0.08958068766490418, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5638748670025961, "total_loss": 0.9331861980099347} {"data_time": 0.011857919002068229, "eta_seconds": 20382.77731793128, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.25292636450251804, "fast_rcnn/fg_cls_accuracy": 0.7259291725105189, "iteration": 234199, "loss_box_reg": 0.20583454449661076, "loss_cls": 0.16251659765839577, "loss_mask": 0.23309717420488596, "loss_rpn_cls": 0.028477993575506844, "loss_rpn_loc": 0.05876830787747167, "loss_sem_seg": 0.239348653703928, "lr": 0.002, "mask_rcnn/accuracy": 0.9025218994994949, "mask_rcnn/false_negative": 0.09193684402916066, "mask_rcnn/false_positive": 0.10753655813765292, "roi_head/num_bg_samples": 430.25, "roi_head/num_fg_samples": 81.75, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5654069434967823, "total_loss": 0.9381774228386348} {"data_time": 0.01227933149493765, "eta_seconds": 20371.39060956116, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.23430129716981132, "fast_rcnn/fg_cls_accuracy": 0.6854471727866637, "iteration": 234219, "loss_box_reg": 0.20451565692201257, "loss_cls": 0.1612077965401113, "loss_mask": 0.22552380058914423, "loss_rpn_cls": 0.025463464084168663, "loss_rpn_loc": 0.06716650813177694, "loss_sem_seg": 0.21319254348054528, "lr": 0.002, "mask_rcnn/accuracy": 0.8961982509185599, "mask_rcnn/false_negative": 0.10396893239710686, "mask_rcnn/false_positive": 0.11642415967504162, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5686289484874578, "total_loss": 0.8863940998999169} {"data_time": 0.012655012498726137, "eta_seconds": 20360.00390119104, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.23882113821138212, "fast_rcnn/fg_cls_accuracy": 0.7059948979591837, "iteration": 234239, "loss_box_reg": 0.20179982762783766, "loss_cls": 0.16696222219616175, "loss_mask": 0.22376183792948723, "loss_rpn_cls": 0.025665639725048095, "loss_rpn_loc": 0.05612138583092019, "loss_sem_seg": 0.20126491226255894, "lr": 0.002, "mask_rcnn/accuracy": 0.8984735993453985, "mask_rcnn/false_negative": 0.07831646074892312, "mask_rcnn/false_positive": 0.09531266740674765, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 235.5, "rpn/num_pos_anchors": 20.5, "time": 0.5637014969979646, "total_loss": 0.866872138594772} {"data_time": 0.012500152006396092, "eta_seconds": 20350.82641483887, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.28285777646363097, "fast_rcnn/fg_cls_accuracy": 0.6155689078186797, "iteration": 234259, "loss_box_reg": 0.21210228698328137, "loss_cls": 0.15833249129354954, "loss_mask": 0.21487025823444128, "loss_rpn_cls": 0.027251388630247675, "loss_rpn_loc": 0.059641538085998036, "loss_sem_seg": 0.21985917864367366, "lr": 0.002, "mask_rcnn/accuracy": 0.8982568027210884, "mask_rcnn/false_negative": 0.08264464667612029, "mask_rcnn/false_positive": 0.11399832450871289, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.5776335539994761, "total_loss": 0.8839153195076506} {"data_time": 0.012212751506012864, "eta_seconds": 20336.727907154083, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.2905128205128205, "fast_rcnn/fg_cls_accuracy": 0.6984615384615385, "iteration": 234279, "loss_box_reg": 0.20651826591347344, "loss_cls": 0.17439826996997, "loss_mask": 0.23145866091363132, "loss_rpn_cls": 0.024441411005682312, "loss_rpn_loc": 0.057044346671318635, "loss_sem_seg": 0.21930156007874757, "lr": 0.002, "mask_rcnn/accuracy": 0.8993345164152617, "mask_rcnn/false_negative": 0.08580566449961347, "mask_rcnn/false_positive": 0.11498090425538146, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5715844395017484, "total_loss": 0.9488100518501597} {"data_time": 0.012081684995791875, "eta_seconds": 20330.623265146292, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.2277561350129383, "fast_rcnn/fg_cls_accuracy": 0.7367070040337367, "iteration": 234299, "loss_box_reg": 0.20060965558514, "loss_cls": 0.15323973121121526, "loss_mask": 0.20996024925261736, "loss_rpn_cls": 0.024759136504144408, "loss_rpn_loc": 0.0499121859393199, "loss_sem_seg": 0.18890790501609445, "lr": 0.002, "mask_rcnn/accuracy": 0.895173693684125, "mask_rcnn/false_negative": 0.08532561014986043, "mask_rcnn/false_positive": 0.11366927952429506, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5747733455064008, "total_loss": 0.8463103961876186} {"data_time": 0.012884213996585459, "eta_seconds": 20313.955053194615, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.2087310003534818, "fast_rcnn/fg_cls_accuracy": 0.7260640631856077, "iteration": 234319, "loss_box_reg": 0.21050087176263332, "loss_cls": 0.17360856058076024, "loss_mask": 0.234662514179945, "loss_rpn_cls": 0.02997777944256086, "loss_rpn_loc": 0.0672270462528104, "loss_sem_seg": 0.20464427559636533, "lr": 0.002, "mask_rcnn/accuracy": 0.8956099320852176, "mask_rcnn/false_negative": 0.07813768492310173, "mask_rcnn/false_positive": 0.12756256272786157, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.55967172900273, "total_loss": 0.9341818222455913} {"data_time": 0.012080722008249722, "eta_seconds": 20306.71760550853, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.21238767650834403, "fast_rcnn/fg_cls_accuracy": 0.7774988043998088, "iteration": 234339, "loss_box_reg": 0.20687826490029693, "loss_cls": 0.17289200681261718, "loss_mask": 0.2282113889232278, "loss_rpn_cls": 0.029359393600316253, "loss_rpn_loc": 0.06167556645232253, "loss_sem_seg": 0.20867574075236917, "lr": 0.002, "mask_rcnn/accuracy": 0.9007110785428565, "mask_rcnn/false_negative": 0.09281854467303388, "mask_rcnn/false_positive": 0.1239215615022844, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5857169519877061, "total_loss": 0.922391164358487} {"data_time": 0.012739773010252975, "eta_seconds": 20314.340741842534, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.2752040816326531, "fast_rcnn/fg_cls_accuracy": 0.7146381578947368, "iteration": 234359, "loss_box_reg": 0.1898673865944147, "loss_cls": 0.15545890654902905, "loss_mask": 0.21996518317610025, "loss_rpn_cls": 0.026212820630462375, "loss_rpn_loc": 0.060053959357901476, "loss_sem_seg": 0.19243044953327626, "lr": 0.002, "mask_rcnn/accuracy": 0.9025932917195497, "mask_rcnn/false_negative": 0.08495203761259021, "mask_rcnn/false_positive": 0.10306809715631893, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5790072640083963, "total_loss": 0.8528186219700729} {"data_time": 0.012515441499999724, "eta_seconds": 20302.941319412275, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.24036087369420703, "fast_rcnn/fg_cls_accuracy": 0.7196444332366663, "iteration": 234379, "loss_box_reg": 0.2036206175107509, "loss_cls": 0.15803612512536347, "loss_mask": 0.2281337813474238, "loss_rpn_cls": 0.026142997441638727, "loss_rpn_loc": 0.045997367036761716, "loss_sem_seg": 0.21114592999219894, "lr": 0.002, "mask_rcnn/accuracy": 0.9034348210142953, "mask_rcnn/false_negative": 0.08884439742619615, "mask_rcnn/false_positive": 0.10862650578679792, "roi_head/num_bg_samples": 465.0, "roi_head/num_fg_samples": 47.0, "rpn/num_neg_anchors": 235.0, "rpn/num_pos_anchors": 21.0, "time": 0.5592415975115728, "total_loss": 0.8924193587263289} {"data_time": 0.012666816022829153, "eta_seconds": 20301.34543278077, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.25258620689655176, "fast_rcnn/fg_cls_accuracy": 0.7474137931034484, "iteration": 234399, "loss_box_reg": 0.20297157019376755, "loss_cls": 0.16318874713033438, "loss_mask": 0.22502043470740318, "loss_rpn_cls": 0.023137152457820775, "loss_rpn_loc": 0.056568347063148394, "loss_sem_seg": 0.2035515708848834, "lr": 0.002, "mask_rcnn/accuracy": 0.8952922366304762, "mask_rcnn/false_negative": 0.06962506936804369, "mask_rcnn/false_positive": 0.13396601940355646, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.5791766025213292, "total_loss": 0.8836512641082663} {"data_time": 0.012209205990075134, "eta_seconds": 20303.849631783058, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.2576647097195043, "fast_rcnn/fg_cls_accuracy": 0.7408424908424909, "iteration": 234419, "loss_box_reg": 0.19387984089553356, "loss_cls": 0.16005576285533607, "loss_mask": 0.21954232268035412, "loss_rpn_cls": 0.025262003458919935, "loss_rpn_loc": 0.05125652687274851, "loss_sem_seg": 0.2099247956648469, "lr": 0.002, "mask_rcnn/accuracy": 0.901329281712685, "mask_rcnn/false_negative": 0.08727373050527838, "mask_rcnn/false_positive": 0.11862095072820084, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5652273665036773, "total_loss": 0.8948058890237007} {"data_time": 0.012656664504902437, "eta_seconds": 20285.74851752806, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.26875901875901875, "fast_rcnn/fg_cls_accuracy": 0.7312409812409812, "iteration": 234439, "loss_box_reg": 0.19068495649844408, "loss_cls": 0.14988947985693812, "loss_mask": 0.2172473045065999, "loss_rpn_cls": 0.023875678402873746, "loss_rpn_loc": 0.06326559274748433, "loss_sem_seg": 0.2147006276063621, "lr": 0.002, "mask_rcnn/accuracy": 0.9160895272852922, "mask_rcnn/false_negative": 0.07222145778586433, "mask_rcnn/false_positive": 0.09323849073261736, "roi_head/num_bg_samples": 461.25, "roi_head/num_fg_samples": 50.75, "rpn/num_neg_anchors": 241.5, "rpn/num_pos_anchors": 14.5, "time": 0.5626545365084894, "total_loss": 0.8575853668280615} {"data_time": 0.012182145510450937, "eta_seconds": 20281.966700594247, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.21020408163265308, "fast_rcnn/fg_cls_accuracy": 0.7459141681363903, "iteration": 234459, "loss_box_reg": 0.2254110723733902, "loss_cls": 0.1728887460194528, "loss_mask": 0.22329499293118715, "loss_rpn_cls": 0.03159468485682737, "loss_rpn_loc": 0.07356332463677973, "loss_sem_seg": 0.2294973060488701, "lr": 0.002, "mask_rcnn/accuracy": 0.9106252207083265, "mask_rcnn/false_negative": 0.07646589895805697, "mask_rcnn/false_positive": 0.09063736163804911, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5764687324990518, "total_loss": 0.9758939356142946} {"data_time": 0.012328114986303262, "eta_seconds": 20272.208949441003, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.2309220985691574, "fast_rcnn/fg_cls_accuracy": 0.760254372019078, "iteration": 234479, "loss_box_reg": 0.19785730470903218, "loss_cls": 0.164416769053787, "loss_mask": 0.21871554851531982, "loss_rpn_cls": 0.030290216265711933, "loss_rpn_loc": 0.06605813435453456, "loss_sem_seg": 0.21844116668216884, "lr": 0.002, "mask_rcnn/accuracy": 0.9017059096365819, "mask_rcnn/false_negative": 0.09011071916356257, "mask_rcnn/false_positive": 0.11025653837135119, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5681482135114493, "total_loss": 0.890076263109222} {"data_time": 0.012756374999298714, "eta_seconds": 20259.14014343424, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.2806253590976443, "fast_rcnn/fg_cls_accuracy": 0.7048746560222565, "iteration": 234499, "loss_box_reg": 0.20188130484893918, "loss_cls": 0.16027202969416976, "loss_mask": 0.22538781352341175, "loss_rpn_cls": 0.023094071919331327, "loss_rpn_loc": 0.048706208865041845, "loss_sem_seg": 0.19567660568282008, "lr": 0.002, "mask_rcnn/accuracy": 0.9062800396111738, "mask_rcnn/false_negative": 0.08299647694206638, "mask_rcnn/false_positive": 0.1126948888942413, "roi_head/num_bg_samples": 430.75, "roi_head/num_fg_samples": 81.25, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.569061394999153, "total_loss": 0.8817786514191539} {"data_time": 0.01176345199928619, "eta_seconds": 20223.145362400464, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.18848052176978672, "fast_rcnn/fg_cls_accuracy": 0.7348768054375532, "iteration": 234519, "loss_box_reg": 0.20691924769198522, "loss_cls": 0.15805455716326833, "loss_mask": 0.21725554764270782, "loss_rpn_cls": 0.025027201081684325, "loss_rpn_loc": 0.06120816284965258, "loss_sem_seg": 0.21466695913113654, "lr": 0.002, "mask_rcnn/accuracy": 0.9035809506431824, "mask_rcnn/false_negative": 0.0792969637911165, "mask_rcnn/false_positive": 0.10312484951466264, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.5636184989998583, "total_loss": 0.8709366694474738} {"data_time": 0.01301732799038291, "eta_seconds": 20211.745939970206, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.2245435393258427, "fast_rcnn/fg_cls_accuracy": 0.7266752301434383, "iteration": 234539, "loss_box_reg": 0.17652954254299402, "loss_cls": 0.1415651640854776, "loss_mask": 0.22827568743377924, "loss_rpn_cls": 0.020539911896776175, "loss_rpn_loc": 0.04906763365579536, "loss_sem_seg": 0.20762077427934855, "lr": 0.002, "mask_rcnn/accuracy": 0.9054380680843765, "mask_rcnn/false_negative": 0.09602107171501068, "mask_rcnn/false_positive": 0.09022296675016833, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5728971700154943, "total_loss": 0.813977395886468} {"data_time": 0.012150184993515722, "eta_seconds": 20210.10599374128, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.2376377348265896, "fast_rcnn/fg_cls_accuracy": 0.7374045266624623, "iteration": 234559, "loss_box_reg": 0.18394138664007187, "loss_cls": 0.1578237471403554, "loss_mask": 0.22000638069584966, "loss_rpn_cls": 0.025604302951251157, "loss_rpn_loc": 0.05530107821687125, "loss_sem_seg": 0.21945209987461567, "lr": 0.002, "mask_rcnn/accuracy": 0.902162839187014, "mask_rcnn/false_negative": 0.08555921174906439, "mask_rcnn/false_positive": 0.10488280513263118, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5773881750064902, "total_loss": 0.8958979951130459} {"data_time": 0.012095293495804071, "eta_seconds": 20188.94709510969, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.27666666666666667, "fast_rcnn/fg_cls_accuracy": 0.6837588652482269, "iteration": 234579, "loss_box_reg": 0.20212566712871194, "loss_cls": 0.16360773623455316, "loss_mask": 0.228578956797719, "loss_rpn_cls": 0.026900920220214175, "loss_rpn_loc": 0.06510794389760122, "loss_sem_seg": 0.1958469795063138, "lr": 0.002, "mask_rcnn/accuracy": 0.9015041909620991, "mask_rcnn/false_negative": 0.08717308790279071, "mask_rcnn/false_positive": 0.11377713450862753, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5674606284883339, "total_loss": 0.9012039121298585} {"data_time": 0.012574618493090384, "eta_seconds": 20169.572729982305, "fast_rcnn/cls_accuracy": 0.95947265625, "fast_rcnn/false_negative": 0.17975463591135232, "fast_rcnn/fg_cls_accuracy": 0.8081753395186231, "iteration": 234599, "loss_box_reg": 0.20629786048084497, "loss_cls": 0.1545079154893756, "loss_mask": 0.2171933047939092, "loss_rpn_cls": 0.024898018680687528, "loss_rpn_loc": 0.053209053934551775, "loss_sem_seg": 0.19522412028163671, "lr": 0.002, "mask_rcnn/accuracy": 0.917827475732846, "mask_rcnn/false_negative": 0.07576573165236353, "mask_rcnn/false_positive": 0.08578595428970279, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5711339140107157, "total_loss": 0.8795630565527972} {"data_time": 0.012631617515580729, "eta_seconds": 20170.529089829957, "fast_rcnn/cls_accuracy": 0.95947265625, "fast_rcnn/false_negative": 0.21525302922309336, "fast_rcnn/fg_cls_accuracy": 0.7549474160352821, "iteration": 234619, "loss_box_reg": 0.19396583922207355, "loss_cls": 0.1542750468943268, "loss_mask": 0.21735277026891708, "loss_rpn_cls": 0.025481565506197512, "loss_rpn_loc": 0.053950067434925586, "loss_sem_seg": 0.21923941234126687, "lr": 0.002, "mask_rcnn/accuracy": 0.9166425342288814, "mask_rcnn/false_negative": 0.08140125854267372, "mask_rcnn/false_positive": 0.07866878049534679, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5893778634927003, "total_loss": 0.8346274364594137} {"data_time": 0.011606533502344973, "eta_seconds": 20167.14950574562, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.24632443028669443, "fast_rcnn/fg_cls_accuracy": 0.7285852445426914, "iteration": 234639, "loss_box_reg": 0.19896837649866939, "loss_cls": 0.15583135792985559, "loss_mask": 0.2234305227175355, "loss_rpn_cls": 0.0296239308991062, "loss_rpn_loc": 0.06903560680802912, "loss_sem_seg": 0.19918839377351105, "lr": 0.002, "mask_rcnn/accuracy": 0.9060060678762847, "mask_rcnn/false_negative": 0.0854802719675792, "mask_rcnn/false_positive": 0.09680819035488679, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5766024964977987, "total_loss": 0.8778766834220733} {"data_time": 0.013022207000176422, "eta_seconds": 20161.060582115577, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.25297553275453827, "fast_rcnn/fg_cls_accuracy": 0.7309889676910954, "iteration": 234659, "loss_box_reg": 0.20792115270160139, "loss_cls": 0.15841262508183718, "loss_mask": 0.22079467494040728, "loss_rpn_cls": 0.025353359495056793, "loss_rpn_loc": 0.05645521168480627, "loss_sem_seg": 0.25864205160178244, "lr": 0.002, "mask_rcnn/accuracy": 0.9068608041223134, "mask_rcnn/false_negative": 0.08704958407052965, "mask_rcnn/false_positive": 0.1060554674972795, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 235.0, "rpn/num_pos_anchors": 21.0, "time": 0.5657806525123306, "total_loss": 0.9221905388294545} {"data_time": 0.012119982493459247, "eta_seconds": 20149.65113666575, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.25875000000000004, "fast_rcnn/fg_cls_accuracy": 0.6761741863905326, "iteration": 234679, "loss_box_reg": 0.2258313545025885, "loss_cls": 0.16868631402030587, "loss_mask": 0.23771885968744755, "loss_rpn_cls": 0.025650218289229088, "loss_rpn_loc": 0.058836982352659106, "loss_sem_seg": 0.2078719916753471, "lr": 0.002, "mask_rcnn/accuracy": 0.8855583832713725, "mask_rcnn/false_negative": 0.09519281682736815, "mask_rcnn/false_positive": 0.13387314414868215, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 201.5, "rpn/num_pos_anchors": 54.5, "time": 0.5719186790083768, "total_loss": 0.9165443141318974} {"data_time": 0.0116848360048607, "eta_seconds": 20124.92149458996, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.3433215391419726, "fast_rcnn/fg_cls_accuracy": 0.6364219114219114, "iteration": 234699, "loss_box_reg": 0.201833114027977, "loss_cls": 0.16907751746475697, "loss_mask": 0.21889059152454138, "loss_rpn_cls": 0.024697105429368094, "loss_rpn_loc": 0.05484842066653073, "loss_sem_seg": 0.22675070306286216, "lr": 0.002, "mask_rcnn/accuracy": 0.9077705412343556, "mask_rcnn/false_negative": 0.09211618278688777, "mask_rcnn/false_positive": 0.08808377791476185, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.564399084993056, "total_loss": 0.904199110576883} {"data_time": 0.012583643503603525, "eta_seconds": 20133.594079054208, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.202857448630137, "fast_rcnn/fg_cls_accuracy": 0.768167701863354, "iteration": 234719, "loss_box_reg": 0.2063284693285823, "loss_cls": 0.174626522755716, "loss_mask": 0.23829243471845984, "loss_rpn_cls": 0.027229283315136854, "loss_rpn_loc": 0.06617160447058268, "loss_sem_seg": 0.224658427760005, "lr": 0.002, "mask_rcnn/accuracy": 0.8956795765541239, "mask_rcnn/false_negative": 0.09094395459876999, "mask_rcnn/false_positive": 0.11112790846059434, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.5769025754852919, "total_loss": 0.9521831067613675} {"data_time": 0.011723520001396537, "eta_seconds": 20120.520024488782, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.2638888888888889, "fast_rcnn/fg_cls_accuracy": 0.7340619307832423, "iteration": 234739, "loss_box_reg": 0.2123637916520238, "loss_cls": 0.17046443512663245, "loss_mask": 0.22836243361234665, "loss_rpn_cls": 0.030154338493957766, "loss_rpn_loc": 0.06957010329642799, "loss_sem_seg": 0.23312091967090964, "lr": 0.002, "mask_rcnn/accuracy": 0.8978907234219007, "mask_rcnn/false_negative": 0.08581795892072655, "mask_rcnn/false_positive": 0.12018811932219198, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5645943975105183, "total_loss": 0.9673398470913526} {"data_time": 0.012499247503001243, "eta_seconds": 20104.013354866445, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.2682245537539174, "fast_rcnn/fg_cls_accuracy": 0.7051127214170693, "iteration": 234759, "loss_box_reg": 0.2096145034302026, "loss_cls": 0.16006211610510945, "loss_mask": 0.23125836998224258, "loss_rpn_cls": 0.02743911088691675, "loss_rpn_loc": 0.06565546075580642, "loss_sem_seg": 0.2362616207683459, "lr": 0.002, "mask_rcnn/accuracy": 0.9122723295667474, "mask_rcnn/false_negative": 0.09310232696788392, "mask_rcnn/false_positive": 0.0991735985258919, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 234.25, "rpn/num_pos_anchors": 21.75, "time": 0.5687085749959806, "total_loss": 0.9318673850502819} {"data_time": 0.01162433899298776, "eta_seconds": 20087.304452415556, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.25193984306887535, "fast_rcnn/fg_cls_accuracy": 0.7035306845003934, "iteration": 234779, "loss_box_reg": 0.20258890488184988, "loss_cls": 0.17387581011280417, "loss_mask": 0.23787989001721144, "loss_rpn_cls": 0.024781384194284328, "loss_rpn_loc": 0.05762881395639852, "loss_sem_seg": 0.21079128561541438, "lr": 0.002, "mask_rcnn/accuracy": 0.9012518147177213, "mask_rcnn/false_negative": 0.10561387658279693, "mask_rcnn/false_positive": 0.09211978130141386, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5662964965013089, "total_loss": 0.9207553497690242} {"data_time": 0.012690751493209973, "eta_seconds": 20086.28301471965, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.2969269102990033, "fast_rcnn/fg_cls_accuracy": 0.7001661129568106, "iteration": 234799, "loss_box_reg": 0.21262832824140787, "loss_cls": 0.16115164873190224, "loss_mask": 0.23001281917095184, "loss_rpn_cls": 0.022610239349887706, "loss_rpn_loc": 0.06978262646589428, "loss_sem_seg": 0.2192205861210823, "lr": 0.002, "mask_rcnn/accuracy": 0.896801984682762, "mask_rcnn/false_negative": 0.10057655184591066, "mask_rcnn/false_positive": 0.12637458617466704, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5814754294988234, "total_loss": 0.9097741024306742} {"data_time": 0.011532376985996962, "eta_seconds": 20076.527686154193, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.23443766346992154, "fast_rcnn/fg_cls_accuracy": 0.6724431818181819, "iteration": 234819, "loss_box_reg": 0.1967518620658666, "loss_cls": 0.1526620239019394, "loss_mask": 0.2145438827574253, "loss_rpn_cls": 0.025240466638933867, "loss_rpn_loc": 0.04924122698139399, "loss_sem_seg": 0.20930941123515368, "lr": 0.002, "mask_rcnn/accuracy": 0.898104313840921, "mask_rcnn/false_negative": 0.08726942204487559, "mask_rcnn/false_positive": 0.11478333551977335, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5682795350003289, "total_loss": 0.9003919871138351} {"data_time": 0.011578448495129123, "eta_seconds": 20065.11440757419, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.287716955941255, "fast_rcnn/fg_cls_accuracy": 0.68642853047417, "iteration": 234839, "loss_box_reg": 0.21513570146635175, "loss_cls": 0.1635227974038571, "loss_mask": 0.2306713513098657, "loss_rpn_cls": 0.027959383020061068, "loss_rpn_loc": 0.06260863834177144, "loss_sem_seg": 0.19310644478537142, "lr": 0.002, "mask_rcnn/accuracy": 0.8966626416723699, "mask_rcnn/false_negative": 0.07568134792982176, "mask_rcnn/false_positive": 0.12356528159376143, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.5745478870085208, "total_loss": 0.9047786276860279} {"data_time": 0.012758844502968714, "eta_seconds": 20053.646010079625, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.23937600860677782, "fast_rcnn/fg_cls_accuracy": 0.7592318650010959, "iteration": 234859, "loss_box_reg": 0.2097031818702817, "loss_cls": 0.16638153011444956, "loss_mask": 0.22615482518449426, "loss_rpn_cls": 0.025370886101882206, "loss_rpn_loc": 0.060575109731871635, "loss_sem_seg": 0.2219347523059696, "lr": 0.002, "mask_rcnn/accuracy": 0.8971526326842002, "mask_rcnn/false_negative": 0.0834090438261918, "mask_rcnn/false_positive": 0.10875452911925115, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5674355735100107, "total_loss": 0.9450320002360968} {"data_time": 0.012857774490839802, "eta_seconds": 20042.232762869768, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.21281296023564064, "fast_rcnn/fg_cls_accuracy": 0.7793019480519481, "iteration": 234879, "loss_box_reg": 0.20001593884080648, "loss_cls": 0.15576278138905764, "loss_mask": 0.2295418716967106, "loss_rpn_cls": 0.02446788286033552, "loss_rpn_loc": 0.0482164345739875, "loss_sem_seg": 0.2065814738161862, "lr": 0.002, "mask_rcnn/accuracy": 0.8950524814673255, "mask_rcnn/false_negative": 0.08858431889368354, "mask_rcnn/false_positive": 0.11123591464849644, "roi_head/num_bg_samples": 429.5, "roi_head/num_fg_samples": 82.5, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5692024254967691, "total_loss": 0.8543299782613758} {"data_time": 0.01256346149602905, "eta_seconds": 20029.196252140377, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.3096654654246277, "fast_rcnn/fg_cls_accuracy": 0.6812232270347454, "iteration": 234899, "loss_box_reg": 0.2060253187082708, "loss_cls": 0.1596253563184291, "loss_mask": 0.2225735685788095, "loss_rpn_cls": 0.023096255725249648, "loss_rpn_loc": 0.05107908985519316, "loss_sem_seg": 0.21592488326132298, "lr": 0.002, "mask_rcnn/accuracy": 0.8929533084801813, "mask_rcnn/false_negative": 0.10387042842853836, "mask_rcnn/false_positive": 0.11793113867226843, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.5689162220078288, "total_loss": 0.8672395863250131} {"data_time": 0.012357793006231077, "eta_seconds": 20007.459399085492, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.23193983631939835, "fast_rcnn/fg_cls_accuracy": 0.752442448062886, "iteration": 234919, "loss_box_reg": 0.20998848835006356, "loss_cls": 0.15937224065419286, "loss_mask": 0.21871584001928568, "loss_rpn_cls": 0.028703154745016946, "loss_rpn_loc": 0.06829033343819901, "loss_sem_seg": 0.19974983565043658, "lr": 0.002, "mask_rcnn/accuracy": 0.9120054702098894, "mask_rcnn/false_negative": 0.08221817563186021, "mask_rcnn/false_positive": 0.10062877019949026, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5571115704951808, "total_loss": 0.9236504219297785} {"data_time": 0.012596945511177182, "eta_seconds": 19983.198093238258, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.24994773519163765, "fast_rcnn/fg_cls_accuracy": 0.6876698369565217, "iteration": 234939, "loss_box_reg": 0.20359420753084123, "loss_cls": 0.16606064164079726, "loss_mask": 0.22934398148208857, "loss_rpn_cls": 0.024585083636338823, "loss_rpn_loc": 0.06451428518630564, "loss_sem_seg": 0.2002049491275102, "lr": 0.002, "mask_rcnn/accuracy": 0.9089981006582856, "mask_rcnn/false_negative": 0.08283136946168837, "mask_rcnn/false_positive": 0.0992730725347714, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5695210554986261, "total_loss": 0.8977412054427987} {"data_time": 0.01156771249952726, "eta_seconds": 19968.884033787734, "fast_rcnn/cls_accuracy": 0.95947265625, "fast_rcnn/false_negative": 0.18618403062619632, "fast_rcnn/fg_cls_accuracy": 0.790337482979965, "iteration": 234959, "loss_box_reg": 0.20595336193218827, "loss_cls": 0.17046442441642284, "loss_mask": 0.22987608704715967, "loss_rpn_cls": 0.028887945030874107, "loss_rpn_loc": 0.06589084805455059, "loss_sem_seg": 0.22002956387586892, "lr": 0.002, "mask_rcnn/accuracy": 0.9098785197068517, "mask_rcnn/false_negative": 0.08547787455292508, "mask_rcnn/false_positive": 0.08422286781561547, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.5588749009912135, "total_loss": 0.935975497799518} {"data_time": 0.012761062505887821, "eta_seconds": 19969.79528467254, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.20416666666666666, "fast_rcnn/fg_cls_accuracy": 0.7230738993710691, "iteration": 234979, "loss_box_reg": 0.20826558431144804, "loss_cls": 0.15895674622152, "loss_mask": 0.22153499629348516, "loss_rpn_cls": 0.021407633263152093, "loss_rpn_loc": 0.05537079166970216, "loss_sem_seg": 0.20978569681756198, "lr": 0.002, "mask_rcnn/accuracy": 0.9275544057520269, "mask_rcnn/false_negative": 0.07322964704648655, "mask_rcnn/false_positive": 0.09031431889080997, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5812217555067036, "total_loss": 0.9192148160391298} {"data_time": 0.011809286515926942, "eta_seconds": 19961.833654325455, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.22624888492417483, "fast_rcnn/fg_cls_accuracy": 0.7465203726568639, "iteration": 234999, "loss_box_reg": 0.1996409185230732, "loss_cls": 0.15372141252737492, "loss_mask": 0.20631096162833273, "loss_rpn_cls": 0.022989773475273978, "loss_rpn_loc": 0.04838022634066874, "loss_sem_seg": 0.21615975652821362, "lr": 0.002, "mask_rcnn/accuracy": 0.9110492804327022, "mask_rcnn/false_negative": 0.07852036732343082, "mask_rcnn/false_positive": 0.09546474169996198, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5675004510121653, "total_loss": 0.8792379590158816} {"data_time": 0.012574217485962436, "eta_seconds": 19963.970392044794, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.2941358844893259, "fast_rcnn/fg_cls_accuracy": 0.6775856044723969, "iteration": 235019, "loss_box_reg": 0.21102205151692033, "loss_cls": 0.16264747688546777, "loss_mask": 0.22551224380731583, "loss_rpn_cls": 0.02402020052250009, "loss_rpn_loc": 0.06174363162426744, "loss_sem_seg": 0.23101626260904595, "lr": 0.002, "mask_rcnn/accuracy": 0.8993593327891296, "mask_rcnn/false_negative": 0.09151020537928109, "mask_rcnn/false_positive": 0.10326963107920575, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.5804258735006442, "total_loss": 0.9199151041539153} {"data_time": 0.012093400015146472, "eta_seconds": 19949.30999604227, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.24294184076792774, "fast_rcnn/fg_cls_accuracy": 0.7234788149092067, "iteration": 235039, "loss_box_reg": 0.2085773068247363, "loss_cls": 0.1629083650186658, "loss_mask": 0.2268336177803576, "loss_rpn_cls": 0.026422576658660546, "loss_rpn_loc": 0.06296528526581824, "loss_sem_seg": 0.2085860543884337, "lr": 0.002, "mask_rcnn/accuracy": 0.9000521736472367, "mask_rcnn/false_negative": 0.0783890248242719, "mask_rcnn/false_positive": 0.12222772680917081, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5665077335142996, "total_loss": 0.8997943997965194} {"data_time": 0.01217609501327388, "eta_seconds": 19942.983895678757, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.25052977712824265, "fast_rcnn/fg_cls_accuracy": 0.7415580439156679, "iteration": 235059, "loss_box_reg": 0.20725368591956794, "loss_cls": 0.16990054422058165, "loss_mask": 0.2141980053856969, "loss_rpn_cls": 0.03163179027251317, "loss_rpn_loc": 0.05889029335230589, "loss_sem_seg": 0.21958010946400464, "lr": 0.002, "mask_rcnn/accuracy": 0.9175265480474715, "mask_rcnn/false_negative": 0.08365755263836916, "mask_rcnn/false_positive": 0.09222658639923254, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5596831120055867, "total_loss": 0.9057774870670983} {"data_time": 0.01230418449267745, "eta_seconds": 19929.72785399492, "fast_rcnn/cls_accuracy": 0.9609375, "fast_rcnn/false_negative": 0.23761261261261263, "fast_rcnn/fg_cls_accuracy": 0.7096137233123534, "iteration": 235079, "loss_box_reg": 0.22097721917089075, "loss_cls": 0.17080473899841309, "loss_mask": 0.2225307784974575, "loss_rpn_cls": 0.023327128365053795, "loss_rpn_loc": 0.06507894885726273, "loss_sem_seg": 0.20950738294050097, "lr": 0.002, "mask_rcnn/accuracy": 0.9153569398995829, "mask_rcnn/false_negative": 0.07233262837758825, "mask_rcnn/false_positive": 0.09007351528608948, "roi_head/num_bg_samples": 460.5, "roi_head/num_fg_samples": 51.5, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5686177170136943, "total_loss": 0.9128227404726204} {"data_time": 0.012636407496756874, "eta_seconds": 19920.15342843892, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.2343128142799266, "fast_rcnn/fg_cls_accuracy": 0.7400472069236821, "iteration": 235099, "loss_box_reg": 0.21543480642139912, "loss_cls": 0.17851526429876685, "loss_mask": 0.23625654447823763, "loss_rpn_cls": 0.029882181002903963, "loss_rpn_loc": 0.07488413708051667, "loss_sem_seg": 0.2208023623097688, "lr": 0.002, "mask_rcnn/accuracy": 0.9121538336146642, "mask_rcnn/false_negative": 0.07380376970998753, "mask_rcnn/false_positive": 0.10323078034759364, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5639369929995155, "total_loss": 0.9912175861572905} {"data_time": 0.012274537511984818, "eta_seconds": 19919.72670409149, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.23734567901234566, "fast_rcnn/fg_cls_accuracy": 0.7379888098278903, "iteration": 235119, "loss_box_reg": 0.20113880094140768, "loss_cls": 0.16510893171653152, "loss_mask": 0.22090678988024592, "loss_rpn_cls": 0.02652923675486818, "loss_rpn_loc": 0.05309222420328297, "loss_sem_seg": 0.21290957950986922, "lr": 0.002, "mask_rcnn/accuracy": 0.9037366364521375, "mask_rcnn/false_negative": 0.08747858459084867, "mask_rcnn/false_positive": 0.12334779060226976, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5753371475002496, "total_loss": 0.8959610908932518} {"data_time": 0.011343258011038415, "eta_seconds": 19895.485315945043, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.28490456911509543, "fast_rcnn/fg_cls_accuracy": 0.6962984384037016, "iteration": 235139, "loss_box_reg": 0.23453922616317868, "loss_cls": 0.18014110694639385, "loss_mask": 0.245510614477098, "loss_rpn_cls": 0.02392952676746063, "loss_rpn_loc": 0.07234567147679627, "loss_sem_seg": 0.21313536330126226, "lr": 0.002, "mask_rcnn/accuracy": 0.9008667773707928, "mask_rcnn/false_negative": 0.08110498060431878, "mask_rcnn/false_positive": 0.1231499969317859, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.5646788345038658, "total_loss": 0.9705123716557864} {"data_time": 0.012894174491520971, "eta_seconds": 19884.071136595085, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.31959855586101815, "fast_rcnn/fg_cls_accuracy": 0.6578964757709251, "iteration": 235159, "loss_box_reg": 0.22070271102711558, "loss_cls": 0.1857980373315513, "loss_mask": 0.2268632552586496, "loss_rpn_cls": 0.029743946866801707, "loss_rpn_loc": 0.05820416595088318, "loss_sem_seg": 0.2228386017959565, "lr": 0.002, "mask_rcnn/accuracy": 0.8967323854453179, "mask_rcnn/false_negative": 0.0845003373040764, "mask_rcnn/false_positive": 0.12091633893177943, "roi_head/num_bg_samples": 414.75, "roi_head/num_fg_samples": 97.25, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.5708338810072746, "total_loss": 0.9366726667649345} {"data_time": 0.012286965502426028, "eta_seconds": 19885.46210152145, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.24342218647670477, "fast_rcnn/fg_cls_accuracy": 0.7151310228233305, "iteration": 235179, "loss_box_reg": 0.19811598781961948, "loss_cls": 0.1576983171980828, "loss_mask": 0.2204689932987094, "loss_rpn_cls": 0.028347077779471874, "loss_rpn_loc": 0.06246247160015628, "loss_sem_seg": 0.2000397329684347, "lr": 0.002, "mask_rcnn/accuracy": 0.8951694240763672, "mask_rcnn/false_negative": 0.09499078820656315, "mask_rcnn/false_positive": 0.11182308429347781, "roi_head/num_bg_samples": 429.0, "roi_head/num_fg_samples": 83.0, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.5729652289883234, "total_loss": 0.8995806914899731} {"data_time": 0.011999769005342387, "eta_seconds": 19883.82867935956, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.1997354497354497, "fast_rcnn/fg_cls_accuracy": 0.7229296066252588, "iteration": 235199, "loss_box_reg": 0.19346471945755184, "loss_cls": 0.1559904656605795, "loss_mask": 0.22623313404619694, "loss_rpn_cls": 0.02258744682330871, "loss_rpn_loc": 0.05056743751629256, "loss_sem_seg": 0.2053959807381034, "lr": 0.002, "mask_rcnn/accuracy": 0.9253462699308972, "mask_rcnn/false_negative": 0.0556790960344144, "mask_rcnn/false_positive": 0.09517749170257503, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5672653785004513, "total_loss": 0.883373614102311} {"data_time": 0.01306013998691924, "eta_seconds": 19875.269073809963, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.23844678811121764, "fast_rcnn/fg_cls_accuracy": 0.7447406524146154, "iteration": 235219, "loss_box_reg": 0.22499523730948567, "loss_cls": 0.17841705377213657, "loss_mask": 0.2285366663709283, "loss_rpn_cls": 0.028121381692471914, "loss_rpn_loc": 0.06223305192543194, "loss_sem_seg": 0.23124644113704562, "lr": 0.002, "mask_rcnn/accuracy": 0.9078947852223276, "mask_rcnn/false_negative": 0.08522812401124026, "mask_rcnn/false_positive": 0.10019553543670282, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.576524744508788, "total_loss": 0.93564159469679} {"data_time": 0.012930500495713204, "eta_seconds": 19867.89068732463, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.22334998292349728, "fast_rcnn/fg_cls_accuracy": 0.7561065051020408, "iteration": 235239, "loss_box_reg": 0.18790187686681747, "loss_cls": 0.15098544931970537, "loss_mask": 0.22637935122475028, "loss_rpn_cls": 0.02374814650102053, "loss_rpn_loc": 0.06408280078903772, "loss_sem_seg": 0.20268967328593135, "lr": 0.002, "mask_rcnn/accuracy": 0.9052568064436531, "mask_rcnn/false_negative": 0.09442297212223152, "mask_rcnn/false_positive": 0.08860514396562277, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.5818838655104628, "total_loss": 0.8415553047061621} {"data_time": 0.013605746993562207, "eta_seconds": 19849.547201219233, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.25924671453732556, "fast_rcnn/fg_cls_accuracy": 0.7369080145719491, "iteration": 235259, "loss_box_reg": 0.20733686606399715, "loss_cls": 0.1647198188584298, "loss_mask": 0.22566919354721904, "loss_rpn_cls": 0.027019657689379528, "loss_rpn_loc": 0.05880632359185256, "loss_sem_seg": 0.19174821814522147, "lr": 0.002, "mask_rcnn/accuracy": 0.9147461950882048, "mask_rcnn/false_negative": 0.07125097199849353, "mask_rcnn/false_positive": 0.09352495107130407, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5667832079925574, "total_loss": 0.8907683095312677} {"data_time": 0.013186709489673376, "eta_seconds": 19831.626051307743, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.24626068376068377, "fast_rcnn/fg_cls_accuracy": 0.7456613508442776, "iteration": 235279, "loss_box_reg": 0.19905584678053856, "loss_cls": 0.1617588868830353, "loss_mask": 0.22288814187049866, "loss_rpn_cls": 0.027127626748551847, "loss_rpn_loc": 0.06248155143111944, "loss_sem_seg": 0.21492407913319767, "lr": 0.002, "mask_rcnn/accuracy": 0.9064302689940446, "mask_rcnn/false_negative": 0.08191911645851474, "mask_rcnn/false_positive": 0.10393509112342725, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.5643504119943827, "total_loss": 0.8978975244972389} {"data_time": 0.012009665995719843, "eta_seconds": 19805.798473113187, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.284177559912854, "fast_rcnn/fg_cls_accuracy": 0.684056007226739, "iteration": 235299, "loss_box_reg": 0.2014351433608681, "loss_cls": 0.16027068463154137, "loss_mask": 0.2207508496940136, "loss_rpn_cls": 0.023247187724336982, "loss_rpn_loc": 0.05676414159825072, "loss_sem_seg": 0.22458598716184497, "lr": 0.002, "mask_rcnn/accuracy": 0.9046670007288631, "mask_rcnn/false_negative": 0.07981623768666654, "mask_rcnn/false_positive": 0.10507512312492805, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5665045475034276, "total_loss": 0.8979919290723046} {"data_time": 0.012544748504296876, "eta_seconds": 19811.45067451583, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.20592651475004417, "fast_rcnn/fg_cls_accuracy": 0.7114019520851819, "iteration": 235319, "loss_box_reg": 0.20756944792810827, "loss_cls": 0.15916908101644367, "loss_mask": 0.2301984829828143, "loss_rpn_cls": 0.02707996024400927, "loss_rpn_loc": 0.06958324133302085, "loss_sem_seg": 0.22745840344578028, "lr": 0.002, "mask_rcnn/accuracy": 0.9073627805497381, "mask_rcnn/false_negative": 0.09147883917652987, "mask_rcnn/false_positive": 0.09036187433035811, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5722313445003238, "total_loss": 0.9072077555174474} {"data_time": 0.013552527510910295, "eta_seconds": 19793.257287845263, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.24350709154540431, "fast_rcnn/fg_cls_accuracy": 0.732488822652757, "iteration": 235339, "loss_box_reg": 0.213915113825351, "loss_cls": 0.16089498717337847, "loss_mask": 0.22083408944308758, "loss_rpn_cls": 0.02611055685702013, "loss_rpn_loc": 0.06977786576317158, "loss_sem_seg": 0.20570668252184987, "lr": 0.002, "mask_rcnn/accuracy": 0.9056818739070016, "mask_rcnn/false_negative": 0.0781595810109173, "mask_rcnn/false_positive": 0.099761019390144, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5803336140088504, "total_loss": 0.9047400528361322} {"data_time": 0.012673340504989028, "eta_seconds": 19764.98357831032, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.2530599574266793, "fast_rcnn/fg_cls_accuracy": 0.7299479166666667, "iteration": 235359, "loss_box_reg": 0.21059646480716765, "loss_cls": 0.1595896850922145, "loss_mask": 0.22928987303748727, "loss_rpn_cls": 0.023807630612282082, "loss_rpn_loc": 0.05999693194462452, "loss_sem_seg": 0.1920610754750669, "lr": 0.002, "mask_rcnn/accuracy": 0.8863278737952445, "mask_rcnn/false_negative": 0.09643279157069179, "mask_rcnn/false_positive": 0.13331104328819823, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.5582920355082024, "total_loss": 0.915100470840116} {"data_time": 0.012446060994989239, "eta_seconds": 19756.949965738488, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.2551105548602419, "fast_rcnn/fg_cls_accuracy": 0.6935810062056738, "iteration": 235379, "loss_box_reg": 0.2012910139746964, "loss_cls": 0.1560633648186922, "loss_mask": 0.2077745688147843, "loss_rpn_cls": 0.020524566949461587, "loss_rpn_loc": 0.05491311656078324, "loss_sem_seg": 0.19394603418186307, "lr": 0.002, "mask_rcnn/accuracy": 0.8963727497801842, "mask_rcnn/false_negative": 0.10025406222080706, "mask_rcnn/false_positive": 0.11435606912471384, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5709747899963986, "total_loss": 0.8436261240276508} {"data_time": 0.013656189999892376, "eta_seconds": 19721.48539765709, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.20390517636280348, "fast_rcnn/fg_cls_accuracy": 0.7818008225616921, "iteration": 235399, "loss_box_reg": 0.20432692673057318, "loss_cls": 0.14862801553681493, "loss_mask": 0.22763125458732247, "loss_rpn_cls": 0.021060200757347047, "loss_rpn_loc": 0.056964148476254195, "loss_sem_seg": 0.23186177969910204, "lr": 0.002, "mask_rcnn/accuracy": 0.9034731677528582, "mask_rcnn/false_negative": 0.07673844380300188, "mask_rcnn/false_positive": 0.1011066572964123, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5592953305022093, "total_loss": 0.9184582018351648} {"data_time": 0.012542898999527097, "eta_seconds": 19715.290966158456, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.2911821705426357, "fast_rcnn/fg_cls_accuracy": 0.7072152653548003, "iteration": 235419, "loss_box_reg": 0.20498757914174348, "loss_cls": 0.155270409071818, "loss_mask": 0.2169580073095858, "loss_rpn_cls": 0.026026405073935166, "loss_rpn_loc": 0.06132052675820887, "loss_sem_seg": 0.22141664382070303, "lr": 0.002, "mask_rcnn/accuracy": 0.9148016770724463, "mask_rcnn/false_negative": 0.06935450290547479, "mask_rcnn/false_positive": 0.10564725161115901, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 235.75, "rpn/num_pos_anchors": 20.25, "time": 0.5698378829983994, "total_loss": 0.8946157375794428} {"data_time": 0.012216695497045293, "eta_seconds": 19710.09547886612, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.1897953216374269, "fast_rcnn/fg_cls_accuracy": 0.7871309564917127, "iteration": 235439, "loss_box_reg": 0.19411117723211646, "loss_cls": 0.1510920454747975, "loss_mask": 0.22762222588062286, "loss_rpn_cls": 0.023075127632182557, "loss_rpn_loc": 0.055235342362720985, "loss_sem_seg": 0.2099355566315353, "lr": 0.002, "mask_rcnn/accuracy": 0.9163561076604555, "mask_rcnn/false_negative": 0.07523810441744014, "mask_rcnn/false_positive": 0.09529433973821547, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.556556837487733, "total_loss": 0.87860703907063} {"data_time": 0.01342351149651222, "eta_seconds": 19700.989001777503, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.2564133397466731, "fast_rcnn/fg_cls_accuracy": 0.7246127366609294, "iteration": 235459, "loss_box_reg": 0.21750135999172926, "loss_cls": 0.17673623957671225, "loss_mask": 0.23070319555699825, "loss_rpn_cls": 0.02558222715742886, "loss_rpn_loc": 0.05952134093968198, "loss_sem_seg": 0.2044593006139621, "lr": 0.002, "mask_rcnn/accuracy": 0.9109272605060883, "mask_rcnn/false_negative": 0.0775048059521815, "mask_rcnn/false_positive": 0.10280792465347174, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5738271090085618, "total_loss": 0.9191409463528544} {"data_time": 0.012254340996150859, "eta_seconds": 19681.083816048005, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.19887609649122806, "fast_rcnn/fg_cls_accuracy": 0.7946875, "iteration": 235479, "loss_box_reg": 0.19990792497992516, "loss_cls": 0.15499132900731638, "loss_mask": 0.20791821647435427, "loss_rpn_cls": 0.022700953483763442, "loss_rpn_loc": 0.05310744754387997, "loss_sem_seg": 0.2289650165475905, "lr": 0.002, "mask_rcnn/accuracy": 0.9265751508712321, "mask_rcnn/false_negative": 0.07681635962006475, "mask_rcnn/false_positive": 0.07698508217288405, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5586174334894167, "total_loss": 0.8681487434514565} {"data_time": 0.011923728510737419, "eta_seconds": 19664.488532255345, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.2545161391315237, "fast_rcnn/fg_cls_accuracy": 0.7297510518934082, "iteration": 235499, "loss_box_reg": 0.21538527286611497, "loss_cls": 0.1692978418432176, "loss_mask": 0.22826468339189887, "loss_rpn_cls": 0.023704966442892328, "loss_rpn_loc": 0.05717344884760678, "loss_sem_seg": 0.2170357562135905, "lr": 0.002, "mask_rcnn/accuracy": 0.9021142779291779, "mask_rcnn/false_negative": 0.08321134337967667, "mask_rcnn/false_positive": 0.11153950027685998, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 236.0, "rpn/num_pos_anchors": 20.0, "time": 0.558663941003033, "total_loss": 0.9467608185586869} {"data_time": 0.01187431650760118, "eta_seconds": 19670.54497570901, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.28141135972461273, "fast_rcnn/fg_cls_accuracy": 0.7133928571428572, "iteration": 235519, "loss_box_reg": 0.20828634384088218, "loss_cls": 0.16083674359833822, "loss_mask": 0.21505896653980017, "loss_rpn_cls": 0.02475638313626405, "loss_rpn_loc": 0.06321491242852062, "loss_sem_seg": 0.20438127126544714, "lr": 0.002, "mask_rcnn/accuracy": 0.8927793582870936, "mask_rcnn/false_negative": 0.10101617154160353, "mask_rcnn/false_positive": 0.08195671219498787, "roi_head/num_bg_samples": 433.0, "roi_head/num_fg_samples": 79.0, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.57502171699889, "total_loss": 0.8576084319283837} {"data_time": 0.012912480000522919, "eta_seconds": 19639.35310589662, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.293997485857951, "fast_rcnn/fg_cls_accuracy": 0.6930147058823529, "iteration": 235539, "loss_box_reg": 0.1905125929042697, "loss_cls": 0.15347945282701403, "loss_mask": 0.21609985549002886, "loss_rpn_cls": 0.021884686506382423, "loss_rpn_loc": 0.06966346623084974, "loss_sem_seg": 0.19907870283350348, "lr": 0.002, "mask_rcnn/accuracy": 0.8974634573657049, "mask_rcnn/false_negative": 0.0855612319598503, "mask_rcnn/false_positive": 0.11528164499336072, "roi_head/num_bg_samples": 433.0, "roi_head/num_fg_samples": 79.0, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.5634198739862768, "total_loss": 0.868517954077106} {"data_time": 0.012046794494381174, "eta_seconds": 19597.188857226734, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.2928152855727963, "fast_rcnn/fg_cls_accuracy": 0.6458333333333333, "iteration": 235559, "loss_box_reg": 0.20460492663551122, "loss_cls": 0.17015576944686472, "loss_mask": 0.2333131730556488, "loss_rpn_cls": 0.024104960870317882, "loss_rpn_loc": 0.057661683778860606, "loss_sem_seg": 0.2168340915814042, "lr": 0.002, "mask_rcnn/accuracy": 0.8936191359660748, "mask_rcnn/false_negative": 0.09068302432119046, "mask_rcnn/false_positive": 0.10704941849797178, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5609474890079582, "total_loss": 0.9070892128984269} {"data_time": 0.012387403985485435, "eta_seconds": 19590.653771953017, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.2416500774165008, "fast_rcnn/fg_cls_accuracy": 0.750380493865507, "iteration": 235579, "loss_box_reg": 0.22232386283576488, "loss_cls": 0.17315184115432203, "loss_mask": 0.22844011336565018, "loss_rpn_cls": 0.030506620183587074, "loss_rpn_loc": 0.07639076003397349, "loss_sem_seg": 0.21763765439391136, "lr": 0.002, "mask_rcnn/accuracy": 0.9037793555565672, "mask_rcnn/false_negative": 0.0861148921969292, "mask_rcnn/false_positive": 0.10238033496346949, "roi_head/num_bg_samples": 419.75, "roi_head/num_fg_samples": 92.25, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.5705578690103721, "total_loss": 0.9529262909491081} {"data_time": 0.012853233507485129, "eta_seconds": 19582.980472362688, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.2641284734752797, "fast_rcnn/fg_cls_accuracy": 0.7079234972677595, "iteration": 235599, "loss_box_reg": 0.20434267492964864, "loss_cls": 0.1705854767933488, "loss_mask": 0.2218701015226543, "loss_rpn_cls": 0.026462415462447098, "loss_rpn_loc": 0.060263609047979116, "loss_sem_seg": 0.2358003241242841, "lr": 0.002, "mask_rcnn/accuracy": 0.9059069342022523, "mask_rcnn/false_negative": 0.09580083684756556, "mask_rcnn/false_positive": 0.09152102145466337, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5788053599972045, "total_loss": 0.9344917282724055} {"data_time": 0.013112867483869195, "eta_seconds": 19575.527830957275, "fast_rcnn/cls_accuracy": 0.958984375, "fast_rcnn/false_negative": 0.22111467452543987, "fast_rcnn/fg_cls_accuracy": 0.7788853254745601, "iteration": 235619, "loss_box_reg": 0.23815555882174522, "loss_cls": 0.1742139298003167, "loss_mask": 0.2348851878196001, "loss_rpn_cls": 0.028083900484489277, "loss_rpn_loc": 0.07515515973500442, "loss_sem_seg": 0.2128731608390808, "lr": 0.002, "mask_rcnn/accuracy": 0.9139211119923033, "mask_rcnn/false_negative": 0.08178355702769087, "mask_rcnn/false_positive": 0.11324195131575371, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 235.5, "rpn/num_pos_anchors": 20.5, "time": 0.5834313730010763, "total_loss": 1.0105922416696558} {"data_time": 0.012499969510827214, "eta_seconds": 19556.50487371307, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.28034281894576013, "fast_rcnn/fg_cls_accuracy": 0.665266106442577, "iteration": 235639, "loss_box_reg": 0.19934562919661403, "loss_cls": 0.18019798514433205, "loss_mask": 0.22874310705810785, "loss_rpn_cls": 0.0338532095638584, "loss_rpn_loc": 0.06384626441285945, "loss_sem_seg": 0.2070859596133232, "lr": 0.002, "mask_rcnn/accuracy": 0.9178242289396962, "mask_rcnn/false_negative": 0.06053655901059451, "mask_rcnn/false_positive": 0.10703163046878347, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5646857124811504, "total_loss": 0.9474903775117127} {"data_time": 0.01241526848752983, "eta_seconds": 19555.962314001794, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.1886251155707837, "fast_rcnn/fg_cls_accuracy": 0.7797606695718338, "iteration": 235659, "loss_box_reg": 0.20267942501232028, "loss_cls": 0.15664528351044282, "loss_mask": 0.2116231108084321, "loss_rpn_cls": 0.026394657594210003, "loss_rpn_loc": 0.061023178801406175, "loss_sem_seg": 0.2143566608428955, "lr": 0.002, "mask_rcnn/accuracy": 0.9171723613687899, "mask_rcnn/false_negative": 0.08240496725979446, "mask_rcnn/false_positive": 0.08011420079258605, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5803824980102945, "total_loss": 0.8890129380743019} {"data_time": 0.012268994003534317, "eta_seconds": 19555.469728851836, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.28828333140275686, "fast_rcnn/fg_cls_accuracy": 0.6956830277942047, "iteration": 235679, "loss_box_reg": 0.19349976407829672, "loss_cls": 0.14797789230942726, "loss_mask": 0.21976667316630483, "loss_rpn_cls": 0.021469823142979294, "loss_rpn_loc": 0.05199207639088854, "loss_sem_seg": 0.20339110272470862, "lr": 0.002, "mask_rcnn/accuracy": 0.9034679425304425, "mask_rcnn/false_negative": 0.0707776004222128, "mask_rcnn/false_positive": 0.10694417766739357, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5852712630003225, "total_loss": 0.8461536724789767} {"data_time": 0.012744195002596825, "eta_seconds": 19544.07409951187, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.20361231741018554, "fast_rcnn/fg_cls_accuracy": 0.7264705882352942, "iteration": 235699, "loss_box_reg": 0.19998443953227252, "loss_cls": 0.15315376466605812, "loss_mask": 0.22217415925115347, "loss_rpn_cls": 0.02557223448093282, "loss_rpn_loc": 0.05253176309634, "loss_sem_seg": 0.20392111083492637, "lr": 0.002, "mask_rcnn/accuracy": 0.8974789849805596, "mask_rcnn/false_negative": 0.09591963470192252, "mask_rcnn/false_positive": 0.11841865923603451, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5559436860203277, "total_loss": 0.8684668844507542} {"data_time": 0.01171200598764699, "eta_seconds": 19514.66973556191, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.24780701754385964, "fast_rcnn/fg_cls_accuracy": 0.716728525980912, "iteration": 235719, "loss_box_reg": 0.19461495731957257, "loss_cls": 0.1621128567494452, "loss_mask": 0.21419510059058666, "loss_rpn_cls": 0.02608497468099813, "loss_rpn_loc": 0.05523680667101871, "loss_sem_seg": 0.1957113528624177, "lr": 0.002, "mask_rcnn/accuracy": 0.906814225450538, "mask_rcnn/false_negative": 0.08517294690750644, "mask_rcnn/false_positive": 0.10758818006247492, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5691211204975843, "total_loss": 0.8486959625206509} {"data_time": 0.011816214013379067, "eta_seconds": 19504.88425866791, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.2572741806554756, "fast_rcnn/fg_cls_accuracy": 0.7362318840579709, "iteration": 235739, "loss_box_reg": 0.1984055582433939, "loss_cls": 0.15314047853462398, "loss_mask": 0.22574698505923152, "loss_rpn_cls": 0.022392245216906304, "loss_rpn_loc": 0.059812475461512804, "loss_sem_seg": 0.23271466500591487, "lr": 0.002, "mask_rcnn/accuracy": 0.8991568742881768, "mask_rcnn/false_negative": 0.08908261741773532, "mask_rcnn/false_positive": 0.09914231271847035, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5672851849813014, "total_loss": 0.8862680545789772} {"data_time": 0.0126789009955246, "eta_seconds": 19503.50340477741, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.20555555555555555, "fast_rcnn/fg_cls_accuracy": 0.7484177215189873, "iteration": 235759, "loss_box_reg": 0.2189866155385971, "loss_cls": 0.1797441351809539, "loss_mask": 0.23714842507615685, "loss_rpn_cls": 0.02848349275882356, "loss_rpn_loc": 0.06275985081447288, "loss_sem_seg": 0.23326665279455483, "lr": 0.002, "mask_rcnn/accuracy": 0.8980562963821892, "mask_rcnn/false_negative": 0.0976254334375911, "mask_rcnn/false_positive": 0.10932392032472078, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5809083159983857, "total_loss": 0.9344060735311359} {"data_time": 0.012204136481159367, "eta_seconds": 19510.04806549575, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.26394066480273376, "fast_rcnn/fg_cls_accuracy": 0.7219827586206897, "iteration": 235779, "loss_box_reg": 0.2273795260116458, "loss_cls": 0.18097511469386518, "loss_mask": 0.23061540350317955, "loss_rpn_cls": 0.027105782617582008, "loss_rpn_loc": 0.06686210879706778, "loss_sem_seg": 0.22078786557540298, "lr": 0.002, "mask_rcnn/accuracy": 0.9094333457067036, "mask_rcnn/false_negative": 0.08771053371083709, "mask_rcnn/false_positive": 0.0915622084034376, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5732555900031002, "total_loss": 0.9419043688685633} {"data_time": 0.011714452994056046, "eta_seconds": 19484.38150497929, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.2789479826122473, "fast_rcnn/fg_cls_accuracy": 0.6858511697361872, "iteration": 235799, "loss_box_reg": 0.19392506638541818, "loss_cls": 0.16314502246677876, "loss_mask": 0.21044934913516045, "loss_rpn_cls": 0.02239163516969711, "loss_rpn_loc": 0.05299207445932552, "loss_sem_seg": 0.21725794463418424, "lr": 0.002, "mask_rcnn/accuracy": 0.9061402191447387, "mask_rcnn/false_negative": 0.08400142743727605, "mask_rcnn/false_positive": 0.1297944474618523, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5715967284922954, "total_loss": 0.8848291413160041} {"data_time": 0.012008902980596758, "eta_seconds": 19493.916591949746, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.31056547619047614, "fast_rcnn/fg_cls_accuracy": 0.6741071428571428, "iteration": 235819, "loss_box_reg": 0.21151835191994905, "loss_cls": 0.17202139040455222, "loss_mask": 0.23310972331091762, "loss_rpn_cls": 0.029486875064321794, "loss_rpn_loc": 0.057880581996869296, "loss_sem_seg": 0.23362863203510642, "lr": 0.002, "mask_rcnn/accuracy": 0.9020478814403521, "mask_rcnn/false_negative": 0.08065606151466542, "mask_rcnn/false_positive": 0.14264839312515762, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5769574105070205, "total_loss": 0.9010872397921048} {"data_time": 0.012467340988223441, "eta_seconds": 19461.593420999314, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.25627929335416416, "fast_rcnn/fg_cls_accuracy": 0.7089404978749241, "iteration": 235839, "loss_box_reg": 0.18512300681322813, "loss_cls": 0.14561435533687472, "loss_mask": 0.22232264280319214, "loss_rpn_cls": 0.02549477001593914, "loss_rpn_loc": 0.05786157881084364, "loss_sem_seg": 0.21529344422742724, "lr": 0.002, "mask_rcnn/accuracy": 0.900969387755102, "mask_rcnn/false_negative": 0.08894471057565931, "mask_rcnn/false_positive": 0.1120766881295978, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5605680385197047, "total_loss": 0.8678326811204897} {"data_time": 0.012508454994531348, "eta_seconds": 19456.209629366756, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.20784313725490197, "fast_rcnn/fg_cls_accuracy": 0.7106534090909091, "iteration": 235859, "loss_box_reg": 0.2030203314498067, "loss_cls": 0.16156785073690116, "loss_mask": 0.23333333618938923, "loss_rpn_cls": 0.028261840019695228, "loss_rpn_loc": 0.06080806073441636, "loss_sem_seg": 0.22529453062452376, "lr": 0.002, "mask_rcnn/accuracy": 0.9055789407599775, "mask_rcnn/false_negative": 0.07524182972866048, "mask_rcnn/false_positive": 0.1038057180049005, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5686394964868668, "total_loss": 0.9133244823678979} {"data_time": 0.012838424503570423, "eta_seconds": 19444.812066536513, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.198159509202454, "fast_rcnn/fg_cls_accuracy": 0.7679945054945054, "iteration": 235879, "loss_box_reg": 0.22276611905544996, "loss_cls": 0.17252702731639147, "loss_mask": 0.2315682154148817, "loss_rpn_cls": 0.030257422797149047, "loss_rpn_loc": 0.06748020902159624, "loss_sem_seg": 0.23258251696825027, "lr": 0.002, "mask_rcnn/accuracy": 0.9050632023408801, "mask_rcnn/false_negative": 0.0726907008873544, "mask_rcnn/false_positive": 0.131043853369598, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.5693027029919904, "total_loss": 0.9369690557941794} {"data_time": 0.012034280502120964, "eta_seconds": 19458.50250716468, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.2136530940878767, "fast_rcnn/fg_cls_accuracy": 0.7394179894179894, "iteration": 235899, "loss_box_reg": 0.22087963996455073, "loss_cls": 0.1759562430670485, "loss_mask": 0.2250239485874772, "loss_rpn_cls": 0.027806626999336004, "loss_rpn_loc": 0.05848531925585121, "loss_sem_seg": 0.2253875967580825, "lr": 0.002, "mask_rcnn/accuracy": 0.8978594493993193, "mask_rcnn/false_negative": 0.07588358054317014, "mask_rcnn/false_positive": 0.12376787741948497, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 235.25, "rpn/num_pos_anchors": 20.75, "time": 0.5756131215021014, "total_loss": 0.9450199112397968} {"data_time": 0.011840786508400925, "eta_seconds": 19447.090230394402, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.2928571428571428, "fast_rcnn/fg_cls_accuracy": 0.6867346938775509, "iteration": 235919, "loss_box_reg": 0.18728681944776326, "loss_cls": 0.15774484048597515, "loss_mask": 0.22679422982037067, "loss_rpn_cls": 0.023387200461002067, "loss_rpn_loc": 0.05205247698177118, "loss_sem_seg": 0.21426836284808815, "lr": 0.002, "mask_rcnn/accuracy": 0.9071338876916228, "mask_rcnn/false_negative": 0.07372966811860332, "mask_rcnn/false_positive": 0.10020561152093738, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5667915344965877, "total_loss": 0.9061097409612557} {"data_time": 0.012739313984639011, "eta_seconds": 19435.677953624123, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.28662280701754383, "fast_rcnn/fg_cls_accuracy": 0.7094978826376286, "iteration": 235939, "loss_box_reg": 0.19860097719356418, "loss_cls": 0.14786289050243795, "loss_mask": 0.22043226566165686, "loss_rpn_cls": 0.025345162786834408, "loss_rpn_loc": 0.056419718493998516, "loss_sem_seg": 0.23640692490153015, "lr": 0.002, "mask_rcnn/accuracy": 0.9023173870734846, "mask_rcnn/false_negative": 0.09159682779896157, "mask_rcnn/false_positive": 0.12456606205655166, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5710663645004388, "total_loss": 0.8793134414809174} {"data_time": 0.013260562991490588, "eta_seconds": 19424.265676853844, "fast_rcnn/cls_accuracy": 0.9560546875, "fast_rcnn/false_negative": 0.2101199127906977, "fast_rcnn/fg_cls_accuracy": 0.7643121109958506, "iteration": 235959, "loss_box_reg": 0.22041359404101968, "loss_cls": 0.18148717691656202, "loss_mask": 0.2375969192944467, "loss_rpn_cls": 0.026233020340441726, "loss_rpn_loc": 0.05159356468357146, "loss_sem_seg": 0.20783876720815897, "lr": 0.002, "mask_rcnn/accuracy": 0.9028628982080638, "mask_rcnn/false_negative": 0.08745779489669563, "mask_rcnn/false_positive": 0.10116895334405038, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5632397129957099, "total_loss": 0.9150718527744175} {"data_time": 0.012003195006400347, "eta_seconds": 19430.7781454926, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.20854145854145853, "fast_rcnn/fg_cls_accuracy": 0.7444554503285659, "iteration": 235979, "loss_box_reg": 0.20531015214510262, "loss_cls": 0.1681936054956168, "loss_mask": 0.21800856851041317, "loss_rpn_cls": 0.02607810715198866, "loss_rpn_loc": 0.05566730705322698, "loss_sem_seg": 0.2362641543149948, "lr": 0.002, "mask_rcnn/accuracy": 0.915557545133438, "mask_rcnn/false_negative": 0.07357183370042025, "mask_rcnn/false_positive": 0.09083194325909853, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5878019189985935, "total_loss": 0.9505176961683901} {"data_time": 0.012793689995305613, "eta_seconds": 19423.250792460152, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.21677132391418108, "fast_rcnn/fg_cls_accuracy": 0.7287779850746269, "iteration": 235999, "loss_box_reg": 0.20237321453168988, "loss_cls": 0.1642037956044078, "loss_mask": 0.23223369754850864, "loss_rpn_cls": 0.019719605154023157, "loss_rpn_loc": 0.052902882831403986, "loss_sem_seg": 0.2047163110692054, "lr": 0.002, "mask_rcnn/accuracy": 0.9041095344387755, "mask_rcnn/false_negative": 0.08568709964953844, "mask_rcnn/false_positive": 0.09772117402502244, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.573657644490595, "total_loss": 0.8300365991744911} {"data_time": 0.013588297500973567, "eta_seconds": 19399.83275517558, "fast_rcnn/cls_accuracy": 0.9560546875, "fast_rcnn/false_negative": 0.1839419978517723, "fast_rcnn/fg_cls_accuracy": 0.7746588693957115, "iteration": 236019, "loss_box_reg": 0.20062934583984315, "loss_cls": 0.15181868919171393, "loss_mask": 0.23018206283450127, "loss_rpn_cls": 0.02419042975452612, "loss_rpn_loc": 0.05056305701145902, "loss_sem_seg": 0.22044230089522898, "lr": 0.002, "mask_rcnn/accuracy": 0.9178071093484628, "mask_rcnn/false_negative": 0.0691062020992865, "mask_rcnn/false_positive": 0.0907938195653871, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 235.25, "rpn/num_pos_anchors": 20.75, "time": 0.5704575550043955, "total_loss": 0.9182692773174495} {"data_time": 0.012074366997694597, "eta_seconds": 19398.650503025085, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.2967889908256881, "fast_rcnn/fg_cls_accuracy": 0.6702752293577983, "iteration": 236039, "loss_box_reg": 0.2073417486390099, "loss_cls": 0.17066145897842944, "loss_mask": 0.22236334718763828, "loss_rpn_cls": 0.022679470177536132, "loss_rpn_loc": 0.05997285575722344, "loss_sem_seg": 0.21379656763747334, "lr": 0.002, "mask_rcnn/accuracy": 0.9068758880134332, "mask_rcnn/false_negative": 0.07492413969488271, "mask_rcnn/false_positive": 0.10980298407299516, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5779175064817537, "total_loss": 0.9057079781505308} {"data_time": 0.013536985003156587, "eta_seconds": 19385.086888573656, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.24671042948397162, "fast_rcnn/fg_cls_accuracy": 0.735910270671116, "iteration": 236059, "loss_box_reg": 0.2022835739189759, "loss_cls": 0.15982053289189935, "loss_mask": 0.23072921996936202, "loss_rpn_cls": 0.027455681964056566, "loss_rpn_loc": 0.05521691788453609, "loss_sem_seg": 0.22192233661189675, "lr": 0.002, "mask_rcnn/accuracy": 0.9008638887737446, "mask_rcnn/false_negative": 0.08508674753083897, "mask_rcnn/false_positive": 0.09566797129432601, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5647370999940904, "total_loss": 0.9167720300974906} {"data_time": 0.012797978997696191, "eta_seconds": 19365.578614175887, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.2874713958810069, "fast_rcnn/fg_cls_accuracy": 0.6774009146341464, "iteration": 236079, "loss_box_reg": 0.21684322645887733, "loss_cls": 0.16997423092834651, "loss_mask": 0.21686110738664865, "loss_rpn_cls": 0.027524209748662543, "loss_rpn_loc": 0.06567610237107147, "loss_sem_seg": 0.22463169461116195, "lr": 0.002, "mask_rcnn/accuracy": 0.8951027438478326, "mask_rcnn/false_negative": 0.10156449758995925, "mask_rcnn/false_positive": 0.1143623494985731, "roi_head/num_bg_samples": 430.25, "roi_head/num_fg_samples": 81.75, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.5681266965111718, "total_loss": 0.9319213235285133} {"data_time": 0.012544794008135796, "eta_seconds": 19362.241260114184, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.3151981076286221, "fast_rcnn/fg_cls_accuracy": 0.6588584474885845, "iteration": 236099, "loss_box_reg": 0.22305372916162014, "loss_cls": 0.17766536539420485, "loss_mask": 0.22926616529002786, "loss_rpn_cls": 0.025074469129322097, "loss_rpn_loc": 0.06545926563558169, "loss_sem_seg": 0.2262315065599978, "lr": 0.002, "mask_rcnn/accuracy": 0.8951251094251532, "mask_rcnn/false_negative": 0.10429363294356182, "mask_rcnn/false_positive": 0.10494462702815255, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5668207200069446, "total_loss": 0.9542266365897376} {"data_time": 0.012282243493245915, "eta_seconds": 19345.38947324193, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.2367003367003367, "fast_rcnn/fg_cls_accuracy": 0.7383989145183175, "iteration": 236119, "loss_box_reg": 0.21746695251204073, "loss_cls": 0.16087074135430157, "loss_mask": 0.2382600661367178, "loss_rpn_cls": 0.026257277189870365, "loss_rpn_loc": 0.07052944213501178, "loss_sem_seg": 0.21366802835837007, "lr": 0.002, "mask_rcnn/accuracy": 0.8927696697622247, "mask_rcnn/false_negative": 0.09130898526708026, "mask_rcnn/false_positive": 0.10795201511392757, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.5699561139917932, "total_loss": 0.9470120799278448} {"data_time": 0.01233384599618148, "eta_seconds": 19338.99490396923, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.28692493946731235, "fast_rcnn/fg_cls_accuracy": 0.65390625, "iteration": 236139, "loss_box_reg": 0.22456887178122997, "loss_cls": 0.18789674807339907, "loss_mask": 0.22986679011955857, "loss_rpn_cls": 0.027968454425717937, "loss_rpn_loc": 0.06647416698251618, "loss_sem_seg": 0.23949193442240357, "lr": 0.002, "mask_rcnn/accuracy": 0.9054487084688948, "mask_rcnn/false_negative": 0.09564669679537474, "mask_rcnn/false_positive": 0.11356016036797238, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5683123810013058, "total_loss": 0.9877441331045702} {"data_time": 0.012499740987550467, "eta_seconds": 19327.572326429305, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.2934400624755955, "fast_rcnn/fg_cls_accuracy": 0.6676598837209302, "iteration": 236159, "loss_box_reg": 0.20625777216628194, "loss_cls": 0.17037116643041372, "loss_mask": 0.22124347276985645, "loss_rpn_cls": 0.02665227716352092, "loss_rpn_loc": 0.06598557191318832, "loss_sem_seg": 0.23764447565190494, "lr": 0.002, "mask_rcnn/accuracy": 0.9065043792868346, "mask_rcnn/false_negative": 0.07558514312159131, "mask_rcnn/false_positive": 0.11389904473593204, "roi_head/num_bg_samples": 420.75, "roi_head/num_fg_samples": 91.25, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.5716345215041656, "total_loss": 0.9323865759142791} {"data_time": 0.012339171502389945, "eta_seconds": 19298.73063238077, "fast_rcnn/cls_accuracy": 0.9599609375, "fast_rcnn/false_negative": 0.26717696373245853, "fast_rcnn/fg_cls_accuracy": 0.7328230362675414, "iteration": 236179, "loss_box_reg": 0.2002253436949104, "loss_cls": 0.15820021845865995, "loss_mask": 0.2259332137182355, "loss_rpn_cls": 0.03157346780426451, "loss_rpn_loc": 0.06580181594472378, "loss_sem_seg": 0.18277482490520924, "lr": 0.002, "mask_rcnn/accuracy": 0.9075208269775259, "mask_rcnn/false_negative": 0.0766023812969305, "mask_rcnn/false_positive": 0.11451088627144043, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.564427651494043, "total_loss": 0.8687353252607863} {"data_time": 0.012709955990430899, "eta_seconds": 19289.150132907016, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.2599745639534884, "fast_rcnn/fg_cls_accuracy": 0.6978600543478262, "iteration": 236199, "loss_box_reg": 0.19032270810566843, "loss_cls": 0.15097464085556567, "loss_mask": 0.22065048897638917, "loss_rpn_cls": 0.027693737618392333, "loss_rpn_loc": 0.05654791085544275, "loss_sem_seg": 0.2080758234951645, "lr": 0.002, "mask_rcnn/accuracy": 0.889451525044155, "mask_rcnn/false_negative": 0.10139936021912435, "mask_rcnn/false_positive": 0.10530928411783248, "roi_head/num_bg_samples": 421.5, "roi_head/num_fg_samples": 90.5, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5695782309921924, "total_loss": 0.8603497105759743} {"data_time": 0.01269812100508716, "eta_seconds": 19266.18932836404, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.24302455357142858, "fast_rcnn/fg_cls_accuracy": 0.7207611386138614, "iteration": 236219, "loss_box_reg": 0.19936284166760743, "loss_cls": 0.15687311859801412, "loss_mask": 0.22468940820544958, "loss_rpn_cls": 0.023055751677020453, "loss_rpn_loc": 0.05254371289629489, "loss_sem_seg": 0.1941700386814773, "lr": 0.002, "mask_rcnn/accuracy": 0.9149332500857486, "mask_rcnn/false_negative": 0.08347513190907599, "mask_rcnn/false_positive": 0.09123471093730481, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5484678784850985, "total_loss": 0.8583835900644772} {"data_time": 0.011749060009606183, "eta_seconds": 19244.161104157974, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.2770258980785296, "fast_rcnn/fg_cls_accuracy": 0.7071010860484545, "iteration": 236239, "loss_box_reg": 0.20207455079071224, "loss_cls": 0.16899799555540085, "loss_mask": 0.23019362380728126, "loss_rpn_cls": 0.024752255623752717, "loss_rpn_loc": 0.07269311102572829, "loss_sem_seg": 0.22117688786238432, "lr": 0.002, "mask_rcnn/accuracy": 0.9085486660650655, "mask_rcnn/false_negative": 0.09763752173031552, "mask_rcnn/false_positive": 0.08637872619342724, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.5773538265057141, "total_loss": 0.9241641488770256} {"data_time": 0.012150359500083141, "eta_seconds": 19254.910051016705, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.31009345438626545, "fast_rcnn/fg_cls_accuracy": 0.6667332838462856, "iteration": 236259, "loss_box_reg": 0.22370265214703977, "loss_cls": 0.18824162939563394, "loss_mask": 0.23452091868966818, "loss_rpn_cls": 0.03007993191567948, "loss_rpn_loc": 0.06425884281634353, "loss_sem_seg": 0.2292518720496446, "lr": 0.002, "mask_rcnn/accuracy": 0.8978599123880174, "mask_rcnn/false_negative": 0.09796810508219572, "mask_rcnn/false_positive": 0.10801244656058982, "roi_head/num_bg_samples": 430.5, "roi_head/num_fg_samples": 81.5, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.5848041480057873, "total_loss": 0.9873416527116206} {"data_time": 0.011619766999501735, "eta_seconds": 19253.842748333962, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.24105820105820105, "fast_rcnn/fg_cls_accuracy": 0.7188344594594595, "iteration": 236279, "loss_box_reg": 0.20531660574488342, "loss_cls": 0.1698718655970879, "loss_mask": 0.22050384152680635, "loss_rpn_cls": 0.023938283673487604, "loss_rpn_loc": 0.05648816755274311, "loss_sem_seg": 0.22770347050391138, "lr": 0.002, "mask_rcnn/accuracy": 0.9016991121381797, "mask_rcnn/false_negative": 0.07763434065005878, "mask_rcnn/false_positive": 0.10560276021249398, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5714158420014428, "total_loss": 0.962036696364521} {"data_time": 0.011575267999432981, "eta_seconds": 19242.42325143391, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.21958814665996984, "fast_rcnn/fg_cls_accuracy": 0.6875831753841191, "iteration": 236299, "loss_box_reg": 0.19629254972096533, "loss_cls": 0.16720706154592335, "loss_mask": 0.21915302937850356, "loss_rpn_cls": 0.02800751192989992, "loss_rpn_loc": 0.0703975575597724, "loss_sem_seg": 0.22853938909247518, "lr": 0.002, "mask_rcnn/accuracy": 0.9163385096101933, "mask_rcnn/false_negative": 0.09037907794975486, "mask_rcnn/false_positive": 0.10573385319846121, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5641620485112071, "total_loss": 0.9182375099780984} {"data_time": 0.012300550006330013, "eta_seconds": 19213.909147964805, "fast_rcnn/cls_accuracy": 0.958984375, "fast_rcnn/false_negative": 0.2325017325017325, "fast_rcnn/fg_cls_accuracy": 0.7336415362731152, "iteration": 236319, "loss_box_reg": 0.20992439554538578, "loss_cls": 0.16836815152782947, "loss_mask": 0.2192176803946495, "loss_rpn_cls": 0.02707132646082755, "loss_rpn_loc": 0.05961886333534494, "loss_sem_seg": 0.20734586752951145, "lr": 0.002, "mask_rcnn/accuracy": 0.9071913020015698, "mask_rcnn/false_negative": 0.08247403070786992, "mask_rcnn/false_positive": 0.09252484233230979, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5690628835000098, "total_loss": 0.9247826526116114} {"data_time": 0.012525010504759848, "eta_seconds": 19205.49581639086, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.31353183962264153, "fast_rcnn/fg_cls_accuracy": 0.654445165476963, "iteration": 236339, "loss_box_reg": 0.19468039623461664, "loss_cls": 0.16277867322787642, "loss_mask": 0.2231111964210868, "loss_rpn_cls": 0.0247724284636206, "loss_rpn_loc": 0.056603996839839965, "loss_sem_seg": 0.25129290437325835, "lr": 0.002, "mask_rcnn/accuracy": 0.9035587796748511, "mask_rcnn/false_negative": 0.09425189745707344, "mask_rcnn/false_positive": 0.11424418704916438, "roi_head/num_bg_samples": 455.5, "roi_head/num_fg_samples": 56.5, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5757955940061947, "total_loss": 0.9316052403883077} {"data_time": 0.01209614948311355, "eta_seconds": 19208.16476073375, "fast_rcnn/cls_accuracy": 0.9619140625, "fast_rcnn/false_negative": 0.1993785084202085, "fast_rcnn/fg_cls_accuracy": 0.7754199823165341, "iteration": 236359, "loss_box_reg": 0.2002923246473074, "loss_cls": 0.15084595791995525, "loss_mask": 0.23009358765557408, "loss_rpn_cls": 0.023737302632071078, "loss_rpn_loc": 0.05862417093885597, "loss_sem_seg": 0.22222453635185957, "lr": 0.002, "mask_rcnn/accuracy": 0.9214001878223816, "mask_rcnn/false_negative": 0.09077319958522752, "mask_rcnn/false_positive": 0.09017149596258113, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 234.75, "rpn/num_pos_anchors": 21.25, "time": 0.5670340060023591, "total_loss": 0.8809331225847927} {"data_time": 0.011882925507961772, "eta_seconds": 19201.923973490135, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.2806680633147114, "fast_rcnn/fg_cls_accuracy": 0.6664261544585988, "iteration": 236379, "loss_box_reg": 0.2026334295514971, "loss_cls": 0.16127127478830516, "loss_mask": 0.22319595469161868, "loss_rpn_cls": 0.02665997841540957, "loss_rpn_loc": 0.054259151773294434, "loss_sem_seg": 0.19308376451954246, "lr": 0.002, "mask_rcnn/accuracy": 0.9017263677178864, "mask_rcnn/false_negative": 0.08586322867712043, "mask_rcnn/false_positive": 0.10906961914178892, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.5751983650116017, "total_loss": 0.8697666159041546} {"data_time": 0.013539605017285794, "eta_seconds": 19193.01715356279, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.2579641990291262, "fast_rcnn/fg_cls_accuracy": 0.6739852729885057, "iteration": 236399, "loss_box_reg": 0.21523131895810366, "loss_cls": 0.17093594605103135, "loss_mask": 0.22818445088341832, "loss_rpn_cls": 0.02831160370260477, "loss_rpn_loc": 0.07575614837696776, "loss_sem_seg": 0.21834013145416975, "lr": 0.002, "mask_rcnn/accuracy": 0.8798079314531856, "mask_rcnn/false_negative": 0.09742675074622045, "mask_rcnn/false_positive": 0.1141459188450468, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5599313534912653, "total_loss": 0.9413017475817469} {"data_time": 0.011819060498964973, "eta_seconds": 19183.699614832294, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.19461162843515784, "fast_rcnn/fg_cls_accuracy": 0.7617051013277429, "iteration": 236419, "loss_box_reg": 0.2133224958088249, "loss_cls": 0.17138273757882416, "loss_mask": 0.22248868364840746, "loss_rpn_cls": 0.025025931419804692, "loss_rpn_loc": 0.06779412340256386, "loss_sem_seg": 0.21192692662589252, "lr": 0.002, "mask_rcnn/accuracy": 0.9044951224557061, "mask_rcnn/false_negative": 0.08631172831795894, "mask_rcnn/false_positive": 0.10927845203079396, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5753694995073602, "total_loss": 0.900793850174523} {"data_time": 0.01225440799316857, "eta_seconds": 19173.55072744892, "fast_rcnn/cls_accuracy": 0.9599609375, "fast_rcnn/false_negative": 0.17756304824561403, "fast_rcnn/fg_cls_accuracy": 0.8092672413793103, "iteration": 236439, "loss_box_reg": 0.2116547105833888, "loss_cls": 0.17420989857055247, "loss_mask": 0.22763389255851507, "loss_rpn_cls": 0.023804044136340963, "loss_rpn_loc": 0.0600641017081216, "loss_sem_seg": 0.21014578826725483, "lr": 0.002, "mask_rcnn/accuracy": 0.9112612833594976, "mask_rcnn/false_negative": 0.08863512725715038, "mask_rcnn/false_positive": 0.08086141438446828, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5723728344892152, "total_loss": 0.9104038431833033} {"data_time": 0.013179437490180135, "eta_seconds": 19160.444736220044, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.28957672482157015, "fast_rcnn/fg_cls_accuracy": 0.629669478395593, "iteration": 236459, "loss_box_reg": 0.2026033839210868, "loss_cls": 0.18222416401840746, "loss_mask": 0.2213431131094694, "loss_rpn_cls": 0.029288456309586763, "loss_rpn_loc": 0.058197393256705254, "loss_sem_seg": 0.22360475081950426, "lr": 0.002, "mask_rcnn/accuracy": 0.8834802979710993, "mask_rcnn/false_negative": 0.09801308904242459, "mask_rcnn/false_positive": 0.13298051963839824, "roi_head/num_bg_samples": 431.0, "roi_head/num_fg_samples": 81.0, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5620179639954586, "total_loss": 0.9416936658599298} {"data_time": 0.011874064992298372, "eta_seconds": 19149.609148123534, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.2157622739018088, "fast_rcnn/fg_cls_accuracy": 0.7244494635798984, "iteration": 236479, "loss_box_reg": 0.21652108058333397, "loss_cls": 0.17159865092253312, "loss_mask": 0.2211224278435111, "loss_rpn_cls": 0.02885552358929999, "loss_rpn_loc": 0.0638997814967297, "loss_sem_seg": 0.23937363736331463, "lr": 0.002, "mask_rcnn/accuracy": 0.9172363945578231, "mask_rcnn/false_negative": 0.06830705485301483, "mask_rcnn/false_positive": 0.10549717327457245, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 234.75, "rpn/num_pos_anchors": 21.25, "time": 0.5737248609948438, "total_loss": 0.9574645315660746} {"data_time": 0.013067839507129975, "eta_seconds": 19137.59455913979, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.17727433856466113, "fast_rcnn/fg_cls_accuracy": 0.7865593768371546, "iteration": 236499, "loss_box_reg": 0.20737091614864767, "loss_cls": 0.16253781679552048, "loss_mask": 0.2298315311782062, "loss_rpn_cls": 0.029214132511697244, "loss_rpn_loc": 0.06721464486327022, "loss_sem_seg": 0.20638185658026487, "lr": 0.002, "mask_rcnn/accuracy": 0.8950795715637248, "mask_rcnn/false_negative": 0.08119475857236916, "mask_rcnn/false_positive": 0.12070600248971017, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5594439200067427, "total_loss": 0.8951942998137383} {"data_time": 0.012641728506423533, "eta_seconds": 19121.1153967251, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.27793103448275863, "fast_rcnn/fg_cls_accuracy": 0.6553558327219369, "iteration": 236519, "loss_box_reg": 0.21443104185163975, "loss_cls": 0.1783326342701912, "loss_mask": 0.21891060378402472, "loss_rpn_cls": 0.028050098073435947, "loss_rpn_loc": 0.07213160849642009, "loss_sem_seg": 0.2037312751635909, "lr": 0.002, "mask_rcnn/accuracy": 0.9002675115612748, "mask_rcnn/false_negative": 0.09780261967668183, "mask_rcnn/false_positive": 0.11416514135272886, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.5705874200066319, "total_loss": 0.9338341601214779} {"data_time": 0.011763706992496736, "eta_seconds": 19114.744382059536, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.2556442030215583, "fast_rcnn/fg_cls_accuracy": 0.739704634187744, "iteration": 236539, "loss_box_reg": 0.2132529621012509, "loss_cls": 0.1658202582038939, "loss_mask": 0.22275673132389784, "loss_rpn_cls": 0.022145225815620506, "loss_rpn_loc": 0.0590619339782279, "loss_sem_seg": 0.22190784360282123, "lr": 0.002, "mask_rcnn/accuracy": 0.9083115253677229, "mask_rcnn/false_negative": 0.08562868290644161, "mask_rcnn/false_positive": 0.09337190917274292, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.5747737640049309, "total_loss": 0.8985098738057786} {"data_time": 0.012632444995688275, "eta_seconds": 19106.726931575424, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.2550524188455223, "fast_rcnn/fg_cls_accuracy": 0.7252451849226043, "iteration": 236559, "loss_box_reg": 0.20268742268672213, "loss_cls": 0.15024137683212757, "loss_mask": 0.23157878406345844, "loss_rpn_cls": 0.02648920523643028, "loss_rpn_loc": 0.06524958071531728, "loss_sem_seg": 0.19088074448518455, "lr": 0.002, "mask_rcnn/accuracy": 0.8941723667488973, "mask_rcnn/false_negative": 0.10967291540745208, "mask_rcnn/false_positive": 0.1030051086639594, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5750645824882668, "total_loss": 0.8612538497272908} {"data_time": 0.012817842987715267, "eta_seconds": 19092.48194682249, "fast_rcnn/cls_accuracy": 0.96484375, "fast_rcnn/false_negative": 0.17831437568279673, "fast_rcnn/fg_cls_accuracy": 0.7905982905982907, "iteration": 236579, "loss_box_reg": 0.21543174795806408, "loss_cls": 0.1558897020877339, "loss_mask": 0.2191381575539708, "loss_rpn_cls": 0.024890542641514912, "loss_rpn_loc": 0.0648326255613938, "loss_sem_seg": 0.20251776603981853, "lr": 0.002, "mask_rcnn/accuracy": 0.9097113845538216, "mask_rcnn/false_negative": 0.08543520722346692, "mask_rcnn/false_positive": 0.09134307740986461, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5649435914965579, "total_loss": 0.9045540020015324} {"data_time": 0.012112039999919944, "eta_seconds": 19082.142005527887, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.28637522163120566, "fast_rcnn/fg_cls_accuracy": 0.655367231638418, "iteration": 236599, "loss_box_reg": 0.2262086016125977, "loss_cls": 0.1753770422656089, "loss_mask": 0.22684705816209316, "loss_rpn_cls": 0.026105021355760982, "loss_rpn_loc": 0.06965865142410621, "loss_sem_seg": 0.2191774210659787, "lr": 0.002, "mask_rcnn/accuracy": 0.9208825015513452, "mask_rcnn/false_negative": 0.07729114473896348, "mask_rcnn/false_positive": 0.08824194263572728, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5754735230002552, "total_loss": 0.9300005108198093} {"data_time": 0.011819136998383328, "eta_seconds": 19060.495454479067, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.2684490306441526, "fast_rcnn/fg_cls_accuracy": 0.7067073170731707, "iteration": 236619, "loss_box_reg": 0.20915231946855783, "loss_cls": 0.16196354292333126, "loss_mask": 0.2291470766067505, "loss_rpn_cls": 0.022025052272510948, "loss_rpn_loc": 0.06163075491349446, "loss_sem_seg": 0.20728678675368428, "lr": 0.002, "mask_rcnn/accuracy": 0.9094108037952022, "mask_rcnn/false_negative": 0.08095266711389854, "mask_rcnn/false_positive": 0.09287728287073921, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5595838330045808, "total_loss": 0.8929235783393779} {"data_time": 0.012170417991001159, "eta_seconds": 19044.78431198839, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.23370821354078586, "fast_rcnn/fg_cls_accuracy": 0.7269301306137055, "iteration": 236639, "loss_box_reg": 0.21242464962415397, "loss_cls": 0.16553461569128558, "loss_mask": 0.23134297784417868, "loss_rpn_cls": 0.02615986687305849, "loss_rpn_loc": 0.06287209651782177, "loss_sem_seg": 0.20935383019968867, "lr": 0.002, "mask_rcnn/accuracy": 0.9038260323660714, "mask_rcnn/false_negative": 0.08132006866540305, "mask_rcnn/false_positive": 0.1023201957396566, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5559156669914955, "total_loss": 0.9044333236815874} {"data_time": 0.013407720500254072, "eta_seconds": 19016.679563993646, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.2471949103528051, "fast_rcnn/fg_cls_accuracy": 0.716233133954653, "iteration": 236659, "loss_box_reg": 0.21271897805854678, "loss_cls": 0.1692724924068898, "loss_mask": 0.2251800587400794, "loss_rpn_cls": 0.025130540252575884, "loss_rpn_loc": 0.06566210415621754, "loss_sem_seg": 0.19006377761252224, "lr": 0.002, "mask_rcnn/accuracy": 0.9011741181768818, "mask_rcnn/false_negative": 0.07120227202281028, "mask_rcnn/false_positive": 0.1230761056489353, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.553620755992597, "total_loss": 0.9075042518088594} {"data_time": 0.01351932949910406, "eta_seconds": 19001.738021206183, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.2977598566308244, "fast_rcnn/fg_cls_accuracy": 0.6911290322580645, "iteration": 236679, "loss_box_reg": 0.20535066770389676, "loss_cls": 0.15917266602627933, "loss_mask": 0.22777415020391345, "loss_rpn_cls": 0.023504338485508924, "loss_rpn_loc": 0.07000943116145208, "loss_sem_seg": 0.21251090383157134, "lr": 0.002, "mask_rcnn/accuracy": 0.9097828254039617, "mask_rcnn/false_negative": 0.06139131215918454, "mask_rcnn/false_positive": 0.12472943855127513, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.569855962501606, "total_loss": 0.8705568682198646} {"data_time": 0.012948085990501568, "eta_seconds": 18990.33275844624, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.17752100840336135, "fast_rcnn/fg_cls_accuracy": 0.8082605344295992, "iteration": 236699, "loss_box_reg": 0.20998963620513678, "loss_cls": 0.16400142794009298, "loss_mask": 0.21650017704814672, "loss_rpn_cls": 0.0255741537657741, "loss_rpn_loc": 0.05797703663120046, "loss_sem_seg": 0.2061357661150396, "lr": 0.002, "mask_rcnn/accuracy": 0.9236529606753878, "mask_rcnn/false_negative": 0.09260048186985634, "mask_rcnn/false_positive": 0.07772030423510944, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5606016780075151, "total_loss": 0.9054723947792809} {"data_time": 0.011871355498442426, "eta_seconds": 18978.927495686294, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.29492753623188406, "fast_rcnn/fg_cls_accuracy": 0.6978672235934436, "iteration": 236719, "loss_box_reg": 0.18772211973555386, "loss_cls": 0.15364518482238054, "loss_mask": 0.2208160888403654, "loss_rpn_cls": 0.022089646587119205, "loss_rpn_loc": 0.05115385680983309, "loss_sem_seg": 0.19710949016734958, "lr": 0.002, "mask_rcnn/accuracy": 0.9072821778385332, "mask_rcnn/false_negative": 0.08627956045996017, "mask_rcnn/false_positive": 0.09503384176550705, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5674987439997494, "total_loss": 0.8521686320091248} {"data_time": 0.01224781149358023, "eta_seconds": 18971.05002783338, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.2564102564102564, "fast_rcnn/fg_cls_accuracy": 0.7135842880523732, "iteration": 236739, "loss_box_reg": 0.20115806674584746, "loss_cls": 0.16247607651166618, "loss_mask": 0.2189740650355816, "loss_rpn_cls": 0.02514051998150535, "loss_rpn_loc": 0.05884705294738524, "loss_sem_seg": 0.20735894259996712, "lr": 0.002, "mask_rcnn/accuracy": 0.9035413059113705, "mask_rcnn/false_negative": 0.09087171474403526, "mask_rcnn/false_positive": 0.11304001207617326, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5741264105017763, "total_loss": 0.9030000866041519} {"data_time": 0.012162639992311597, "eta_seconds": 18956.68401167111, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.21364387523238998, "fast_rcnn/fg_cls_accuracy": 0.7539544152447378, "iteration": 236759, "loss_box_reg": 0.19437061715871096, "loss_cls": 0.149171351804398, "loss_mask": 0.21627460373565555, "loss_rpn_cls": 0.030286643328508944, "loss_rpn_loc": 0.06306806689826772, "loss_sem_seg": 0.2317934068851173, "lr": 0.002, "mask_rcnn/accuracy": 0.898940456864564, "mask_rcnn/false_negative": 0.07696401402593575, "mask_rcnn/false_positive": 0.11154852052067304, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5745930475241039, "total_loss": 0.8711353320395574} {"data_time": 0.012979151491890661, "eta_seconds": 18939.57230222471, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.277639751552795, "fast_rcnn/fg_cls_accuracy": 0.7019704433497538, "iteration": 236779, "loss_box_reg": 0.2067550546489656, "loss_cls": 0.15588858257979155, "loss_mask": 0.2150599341839552, "loss_rpn_cls": 0.02516826549253892, "loss_rpn_loc": 0.06501643417868763, "loss_sem_seg": 0.20092471409589052, "lr": 0.002, "mask_rcnn/accuracy": 0.903078380474997, "mask_rcnn/false_negative": 0.0872378516085677, "mask_rcnn/false_positive": 0.09578640605277478, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5593494689965155, "total_loss": 0.894210522483263} {"data_time": 0.012403973494656384, "eta_seconds": 18918.572588152718, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.22237376979032947, "fast_rcnn/fg_cls_accuracy": 0.7482876712328768, "iteration": 236799, "loss_box_reg": 0.18943209538701922, "loss_cls": 0.15334097383311018, "loss_mask": 0.21526524052023888, "loss_rpn_cls": 0.026534865090070525, "loss_rpn_loc": 0.05480962368892506, "loss_sem_seg": 0.2031353118363768, "lr": 0.002, "mask_rcnn/accuracy": 0.9218835034013606, "mask_rcnn/false_negative": 0.06575499864423714, "mask_rcnn/false_positive": 0.10093474598562771, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5562928379949881, "total_loss": 0.8608345204411307} {"data_time": 0.012705708490102552, "eta_seconds": 18903.854699610034, "fast_rcnn/cls_accuracy": 0.95703125, "fast_rcnn/false_negative": 0.176602787456446, "fast_rcnn/fg_cls_accuracy": 0.7677554438860972, "iteration": 236819, "loss_box_reg": 0.20352658117190003, "loss_cls": 0.160532561596483, "loss_mask": 0.22193410154432058, "loss_rpn_cls": 0.025673632220787113, "loss_rpn_loc": 0.05671413126401603, "loss_sem_seg": 0.19903570809401572, "lr": 0.002, "mask_rcnn/accuracy": 0.9149612970188075, "mask_rcnn/false_negative": 0.0743736638060979, "mask_rcnn/false_positive": 0.09227192981866505, "roi_head/num_bg_samples": 433.0, "roi_head/num_fg_samples": 79.0, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5707868360186694, "total_loss": 0.8812643434685015} {"data_time": 0.012632796497200616, "eta_seconds": 18910.495919126624, "fast_rcnn/cls_accuracy": 0.9580078125, "fast_rcnn/false_negative": 0.23997155049786628, "fast_rcnn/fg_cls_accuracy": 0.7519914651493599, "iteration": 236839, "loss_box_reg": 0.21824496984481812, "loss_cls": 0.1691506253555417, "loss_mask": 0.22752339858561754, "loss_rpn_cls": 0.026497580111026764, "loss_rpn_loc": 0.06195580243365839, "loss_sem_seg": 0.2307833256199956, "lr": 0.002, "mask_rcnn/accuracy": 0.9078530060672918, "mask_rcnn/false_negative": 0.0860816413431531, "mask_rcnn/false_positive": 0.09581449379359959, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5918801195075503, "total_loss": 0.9345131525187753} {"data_time": 0.012115762001485564, "eta_seconds": 18895.786565137547, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.28446455505279034, "fast_rcnn/fg_cls_accuracy": 0.6822716346153845, "iteration": 236859, "loss_box_reg": 0.2233855244703591, "loss_cls": 0.16927492513787, "loss_mask": 0.22176332282833755, "loss_rpn_cls": 0.02664602265576832, "loss_rpn_loc": 0.0599988863687031, "loss_sem_seg": 0.1799114712048322, "lr": 0.002, "mask_rcnn/accuracy": 0.9015630834191033, "mask_rcnn/false_negative": 0.0963656827282782, "mask_rcnn/false_positive": 0.11690972744159853, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.562254636985017, "total_loss": 0.8796994759468362} {"data_time": 0.012712409501546063, "eta_seconds": 18886.234743971087, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.2096946022727273, "fast_rcnn/fg_cls_accuracy": 0.7712140175219024, "iteration": 236879, "loss_box_reg": 0.22174726147204638, "loss_cls": 0.16617890767520294, "loss_mask": 0.22397017758339643, "loss_rpn_cls": 0.02491801134601701, "loss_rpn_loc": 0.060442292800871655, "loss_sem_seg": 0.1935326955281198, "lr": 0.002, "mask_rcnn/accuracy": 0.9101820936099323, "mask_rcnn/false_negative": 0.08527037909875895, "mask_rcnn/false_positive": 0.09947380964632344, "roi_head/num_bg_samples": 427.5, "roi_head/num_fg_samples": 84.5, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5708348609769018, "total_loss": 0.8694124517933233} {"data_time": 0.012078736996045336, "eta_seconds": 18872.98002753743, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.22143948395858087, "fast_rcnn/fg_cls_accuracy": 0.7420212765957447, "iteration": 236899, "loss_box_reg": 0.17718360456638038, "loss_cls": 0.14119024970568717, "loss_mask": 0.21404530201107264, "loss_rpn_cls": 0.02161576434264134, "loss_rpn_loc": 0.051935467548901215, "loss_sem_seg": 0.20764217688702047, "lr": 0.002, "mask_rcnn/accuracy": 0.9090267718029461, "mask_rcnn/false_negative": 0.08881876095684499, "mask_rcnn/false_positive": 0.10178154052820165, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5824222480005119, "total_loss": 0.8250464650336653} {"data_time": 0.012051611498463899, "eta_seconds": 18865.08597432429, "fast_rcnn/cls_accuracy": 0.96142578125, "fast_rcnn/false_negative": 0.22564102564102564, "fast_rcnn/fg_cls_accuracy": 0.7466143977191732, "iteration": 236919, "loss_box_reg": 0.20362043473869562, "loss_cls": 0.15688391961157322, "loss_mask": 0.21642023045569658, "loss_rpn_cls": 0.02868480504184845, "loss_rpn_loc": 0.05927536962553859, "loss_sem_seg": 0.21453364519402385, "lr": 0.002, "mask_rcnn/accuracy": 0.9085184549917906, "mask_rcnn/false_negative": 0.07973543000292327, "mask_rcnn/false_positive": 0.11387571044323794, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5728420424857177, "total_loss": 0.8765879144775681} {"data_time": 0.013094848487526178, "eta_seconds": 18853.680583934445, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.29360622097418726, "fast_rcnn/fg_cls_accuracy": 0.6836532360406091, "iteration": 236939, "loss_box_reg": 0.20419626589864492, "loss_cls": 0.15849045803770423, "loss_mask": 0.22095889691263437, "loss_rpn_cls": 0.021136704868695233, "loss_rpn_loc": 0.05291084392229095, "loss_sem_seg": 0.20897980593144894, "lr": 0.002, "mask_rcnn/accuracy": 0.9044762357693235, "mask_rcnn/false_negative": 0.09138510627183352, "mask_rcnn/false_positive": 0.10890185320147133, "roi_head/num_bg_samples": 429.0, "roi_head/num_fg_samples": 83.0, "rpn/num_neg_anchors": 203.5, "rpn/num_pos_anchors": 52.5, "time": 0.5691837614867836, "total_loss": 0.8787589189378195} {"data_time": 0.012963805012986995, "eta_seconds": 18849.10937784474, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.26277495769881554, "fast_rcnn/fg_cls_accuracy": 0.7360406091370558, "iteration": 236959, "loss_box_reg": 0.22213057801127434, "loss_cls": 0.16242923063691705, "loss_mask": 0.2264237767085433, "loss_rpn_cls": 0.023695081246842165, "loss_rpn_loc": 0.0543763879686594, "loss_sem_seg": 0.22362126363441348, "lr": 0.002, "mask_rcnn/accuracy": 0.8991573902288188, "mask_rcnn/false_negative": 0.07913457571467986, "mask_rcnn/false_positive": 0.09984429511041162, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5817497424868634, "total_loss": 0.9243797751551028} {"data_time": 0.012922478505061008, "eta_seconds": 18829.212810019904, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.3021739130434783, "fast_rcnn/fg_cls_accuracy": 0.6919819311123658, "iteration": 236979, "loss_box_reg": 0.1894333423115313, "loss_cls": 0.15780441724928096, "loss_mask": 0.21408510813489556, "loss_rpn_cls": 0.02642564006964676, "loss_rpn_loc": 0.06309171115572099, "loss_sem_seg": 0.20623380620963871, "lr": 0.002, "mask_rcnn/accuracy": 0.8940848775407599, "mask_rcnn/false_negative": 0.09707919862672726, "mask_rcnn/false_positive": 0.11407653526147372, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5681463645014446, "total_loss": 0.8672242446318705} {"data_time": 0.012902364498586394, "eta_seconds": 18814.111056583963, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.28626160155406866, "fast_rcnn/fg_cls_accuracy": 0.698307346537435, "iteration": 236999, "loss_box_reg": 0.21035480475984514, "loss_cls": 0.1725564976222813, "loss_mask": 0.23444630112499, "loss_rpn_cls": 0.028507561597507447, "loss_rpn_loc": 0.059469261090271175, "loss_sem_seg": 0.20751822972670197, "lr": 0.002, "mask_rcnn/accuracy": 0.8888225146760824, "mask_rcnn/false_negative": 0.09525787645769035, "mask_rcnn/false_positive": 0.12908531785212193, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5688052740151761, "total_loss": 0.9170846027218431} {"data_time": 0.011964934994466603, "eta_seconds": 18798.422634137125, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.2505695842035314, "fast_rcnn/fg_cls_accuracy": 0.7126346204360389, "iteration": 237019, "loss_box_reg": 0.20025490736588836, "loss_cls": 0.14689865615218878, "loss_mask": 0.224907121155411, "loss_rpn_cls": 0.02602694381494075, "loss_rpn_loc": 0.058999324130127206, "loss_sem_seg": 0.1994091214146465, "lr": 0.002, "mask_rcnn/accuracy": 0.8912378522837707, "mask_rcnn/false_negative": 0.0791111078442841, "mask_rcnn/false_positive": 0.12135372490120619, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5592263799917419, "total_loss": 0.8569627137185307} {"data_time": 0.011983450996922329, "eta_seconds": 18787.023087347072, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.2618842690677966, "fast_rcnn/fg_cls_accuracy": 0.7204861111111112, "iteration": 237039, "loss_box_reg": 0.2172596196178347, "loss_cls": 0.16405157471308485, "loss_mask": 0.21962297265417874, "loss_rpn_cls": 0.02638398164708633, "loss_rpn_loc": 0.0667036680970341, "loss_sem_seg": 0.20863594952970743, "lr": 0.002, "mask_rcnn/accuracy": 0.8995535714285714, "mask_rcnn/false_negative": 0.07902288846595798, "mask_rcnn/false_positive": 0.10532367297367587, "roi_head/num_bg_samples": 430.75, "roi_head/num_fg_samples": 81.25, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5764638869877672, "total_loss": 0.915746466103883} {"data_time": 0.012003355004708283, "eta_seconds": 18775.62354055702, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.2269162210338681, "fast_rcnn/fg_cls_accuracy": 0.7206560617469879, "iteration": 237059, "loss_box_reg": 0.18831196380779147, "loss_cls": 0.14445077744312584, "loss_mask": 0.21481099724769592, "loss_rpn_cls": 0.027230293984757736, "loss_rpn_loc": 0.05567525361402659, "loss_sem_seg": 0.20353488717228174, "lr": 0.002, "mask_rcnn/accuracy": 0.8969446789724412, "mask_rcnn/false_negative": 0.09145119925557671, "mask_rcnn/false_positive": 0.09901333514798195, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.5575680665060645, "total_loss": 0.8504743698067614} {"data_time": 0.012488983513321728, "eta_seconds": 18756.520315235553, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.26517991004497754, "fast_rcnn/fg_cls_accuracy": 0.6845498639536259, "iteration": 237079, "loss_box_reg": 0.2118435107404366, "loss_cls": 0.17728792247362435, "loss_mask": 0.22671749629080296, "loss_rpn_cls": 0.02846711172878713, "loss_rpn_loc": 0.06853916731779464, "loss_sem_seg": 0.19103602226823568, "lr": 0.002, "mask_rcnn/accuracy": 0.9038306505491764, "mask_rcnn/false_negative": 0.09088618343305571, "mask_rcnn/false_positive": 0.11489010498499856, "roi_head/num_bg_samples": 426.75, "roi_head/num_fg_samples": 85.25, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.5619361884891987, "total_loss": 0.906780631534275} {"data_time": 0.012698333011940122, "eta_seconds": 18758.47014309319, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.19765625, "fast_rcnn/fg_cls_accuracy": 0.7704545454545455, "iteration": 237099, "loss_box_reg": 0.2058793785981834, "loss_cls": 0.15665797889232635, "loss_mask": 0.20908093871548772, "loss_rpn_cls": 0.022311072654702002, "loss_rpn_loc": 0.050194096693303436, "loss_sem_seg": 0.18914467142894864, "lr": 0.002, "mask_rcnn/accuracy": 0.9027212847141697, "mask_rcnn/false_negative": 0.08699875245462088, "mask_rcnn/false_positive": 0.12520914998961238, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5811381944949972, "total_loss": 0.9004043659406307} {"data_time": 0.012575400993227959, "eta_seconds": 18747.54407073678, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.2144072603516733, "fast_rcnn/fg_cls_accuracy": 0.749955085337858, "iteration": 237119, "loss_box_reg": 0.20137197291478515, "loss_cls": 0.15710310521535575, "loss_mask": 0.22402992937713861, "loss_rpn_cls": 0.023440317032509483, "loss_rpn_loc": 0.05011662955803331, "loss_sem_seg": 0.19683642976451665, "lr": 0.002, "mask_rcnn/accuracy": 0.9131553692905734, "mask_rcnn/false_negative": 0.07564151092373163, "mask_rcnn/false_positive": 0.08999025566513152, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5744228574912995, "total_loss": 0.8792242941453878} {"data_time": 0.012054916005581617, "eta_seconds": 18734.296034374885, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.22865853658536583, "fast_rcnn/fg_cls_accuracy": 0.7366666666666666, "iteration": 237139, "loss_box_reg": 0.19495504931546748, "loss_cls": 0.1550883521558717, "loss_mask": 0.21996933175250888, "loss_rpn_cls": 0.022550407811650075, "loss_rpn_loc": 0.058588965388480574, "loss_sem_seg": 0.21754881786182523, "lr": 0.002, "mask_rcnn/accuracy": 0.902616269550182, "mask_rcnn/false_negative": 0.08433149002291562, "mask_rcnn/false_positive": 0.10158747335667984, "roi_head/num_bg_samples": 457.5, "roi_head/num_fg_samples": 54.5, "rpn/num_neg_anchors": 237.0, "rpn/num_pos_anchors": 19.0, "time": 0.5588085170020349, "total_loss": 0.9126803593680961} {"data_time": 0.012268441496416926, "eta_seconds": 18724.261206933632, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.26336726076714523, "fast_rcnn/fg_cls_accuracy": 0.7246925260170294, "iteration": 237159, "loss_box_reg": 0.19312768918462098, "loss_cls": 0.1600490469718352, "loss_mask": 0.21655027847737074, "loss_rpn_cls": 0.02163328355527483, "loss_rpn_loc": 0.060844901207019575, "loss_sem_seg": 0.19697443046607077, "lr": 0.002, "mask_rcnn/accuracy": 0.903045632203025, "mask_rcnn/false_negative": 0.09056930773559876, "mask_rcnn/false_positive": 0.09731570314727436, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5731478119996609, "total_loss": 0.834549789445191} {"data_time": 0.012214531991048716, "eta_seconds": 18716.815899256297, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.2501232944270919, "fast_rcnn/fg_cls_accuracy": 0.7188953022286355, "iteration": 237179, "loss_box_reg": 0.17816880665486678, "loss_cls": 0.14501256262883544, "loss_mask": 0.20156961726024747, "loss_rpn_cls": 0.021450232510687783, "loss_rpn_loc": 0.05142078286735341, "loss_sem_seg": 0.20614458719501272, "lr": 0.002, "mask_rcnn/accuracy": 0.8978348661338935, "mask_rcnn/false_negative": 0.08684456405650048, "mask_rcnn/false_positive": 0.11380525410651032, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5768209115049103, "total_loss": 0.8229096587165259} {"data_time": 0.012332520011113957, "eta_seconds": 18708.680194911838, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.17212775735294117, "fast_rcnn/fg_cls_accuracy": 0.778860294117647, "iteration": 237199, "loss_box_reg": 0.18413483770564198, "loss_cls": 0.14922277512960136, "loss_mask": 0.2215309552848339, "loss_rpn_cls": 0.023547052580397576, "loss_rpn_loc": 0.04824772264692001, "loss_sem_seg": 0.21045792009681463, "lr": 0.002, "mask_rcnn/accuracy": 0.92229559349513, "mask_rcnn/false_negative": 0.07708342753691749, "mask_rcnn/false_positive": 0.07924117194849997, "roi_head/num_bg_samples": 470.0, "roi_head/num_fg_samples": 42.0, "rpn/num_neg_anchors": 239.25, "rpn/num_pos_anchors": 16.75, "time": 0.5778587959939614, "total_loss": 0.837610889350799} {"data_time": 0.01168768347997684, "eta_seconds": 18697.27281087177, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.2540322580645161, "fast_rcnn/fg_cls_accuracy": 0.7241115609536661, "iteration": 237219, "loss_box_reg": 0.2064873178023845, "loss_cls": 0.164721216307953, "loss_mask": 0.2151443064212799, "loss_rpn_cls": 0.021225155898719095, "loss_rpn_loc": 0.07083555372082628, "loss_sem_seg": 0.2026314737740904, "lr": 0.002, "mask_rcnn/accuracy": 0.9026923474982098, "mask_rcnn/false_negative": 0.07997685745270089, "mask_rcnn/false_positive": 0.11617013325770538, "roi_head/num_bg_samples": 430.0, "roi_head/num_fg_samples": 82.0, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5646195665030973, "total_loss": 0.9171690843068063} {"data_time": 0.011971951491432264, "eta_seconds": 18682.59972808676, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.24574313261779152, "fast_rcnn/fg_cls_accuracy": 0.7269627384443054, "iteration": 237239, "loss_box_reg": 0.21875335602089763, "loss_cls": 0.17450488754548132, "loss_mask": 0.2249632617458701, "loss_rpn_cls": 0.026261250997777097, "loss_rpn_loc": 0.06538704421836883, "loss_sem_seg": 0.20738883188460022, "lr": 0.002, "mask_rcnn/accuracy": 0.8990784227598324, "mask_rcnn/false_negative": 0.09802834537554403, "mask_rcnn/false_positive": 0.09392111886476824, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 234.75, "rpn/num_pos_anchors": 21.25, "time": 0.5699867725052172, "total_loss": 0.9479676085466053} {"data_time": 0.01278655749047175, "eta_seconds": 18669.551394956594, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.25686813186813184, "fast_rcnn/fg_cls_accuracy": 0.7312271062271063, "iteration": 237259, "loss_box_reg": 0.20901725301519036, "loss_cls": 0.16519389778841287, "loss_mask": 0.21902817394584417, "loss_rpn_cls": 0.024300064800627297, "loss_rpn_loc": 0.06172736825828906, "loss_sem_seg": 0.20631869928911328, "lr": 0.002, "mask_rcnn/accuracy": 0.8985624794272548, "mask_rcnn/false_negative": 0.09085756694129482, "mask_rcnn/false_positive": 0.099130219303954, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5743354654987343, "total_loss": 0.8873449922830332} {"data_time": 0.011587470493395813, "eta_seconds": 18657.70949525798, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.2483480176211454, "fast_rcnn/fg_cls_accuracy": 0.7396837142070485, "iteration": 237279, "loss_box_reg": 0.20246516563929617, "loss_cls": 0.16438510082662106, "loss_mask": 0.2245066100731492, "loss_rpn_cls": 0.02628311124499305, "loss_rpn_loc": 0.06542154691123869, "loss_sem_seg": 0.2067452345509082, "lr": 0.002, "mask_rcnn/accuracy": 0.9138992468997169, "mask_rcnn/false_negative": 0.08241222869060955, "mask_rcnn/false_positive": 0.08931795860641896, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5704771135060582, "total_loss": 0.8596735364117194} {"data_time": 0.011367039493052289, "eta_seconds": 18648.941386833452, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.2189670138888889, "fast_rcnn/fg_cls_accuracy": 0.7204241071428572, "iteration": 237299, "loss_box_reg": 0.21685376844834536, "loss_cls": 0.16939748276490718, "loss_mask": 0.22352918796241283, "loss_rpn_cls": 0.027984962089249166, "loss_rpn_loc": 0.06266610672173556, "loss_sem_seg": 0.2213103750254959, "lr": 0.002, "mask_rcnn/accuracy": 0.9060625317063034, "mask_rcnn/false_negative": 0.07450877175546654, "mask_rcnn/false_positive": 0.1184322663395271, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.574009826494148, "total_loss": 0.931791693190462} {"data_time": 0.012212957488372922, "eta_seconds": 18637.535655273663, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.23482667065554766, "fast_rcnn/fg_cls_accuracy": 0.7393139948287007, "iteration": 237319, "loss_box_reg": 0.21480227203574032, "loss_cls": 0.1708635725080967, "loss_mask": 0.22406134847551584, "loss_rpn_cls": 0.028232853903318755, "loss_rpn_loc": 0.06592083451687358, "loss_sem_seg": 0.21049202140420675, "lr": 0.002, "mask_rcnn/accuracy": 0.8922861751838146, "mask_rcnn/false_negative": 0.0911113168524959, "mask_rcnn/false_positive": 0.10695942224070373, "roi_head/num_bg_samples": 415.0, "roi_head/num_fg_samples": 97.0, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 0.5641160515078809, "total_loss": 0.8901368446531706} {"data_time": 0.012453749994165264, "eta_seconds": 18629.365012317547, "fast_rcnn/cls_accuracy": 0.95556640625, "fast_rcnn/false_negative": 0.2091599367977528, "fast_rcnn/fg_cls_accuracy": 0.7549376755617978, "iteration": 237339, "loss_box_reg": 0.1960370036540553, "loss_cls": 0.1531850411556661, "loss_mask": 0.22446293104439974, "loss_rpn_cls": 0.023645441106054932, "loss_rpn_loc": 0.06269263349531684, "loss_sem_seg": 0.2062230003066361, "lr": 0.002, "mask_rcnn/accuracy": 0.9047650643717853, "mask_rcnn/false_negative": 0.0773178619085062, "mask_rcnn/false_positive": 0.1048191038366352, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5794688804890029, "total_loss": 0.8832528811035445} {"data_time": 0.012655626007472165, "eta_seconds": 18627.74429600984, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.22261072261072262, "fast_rcnn/fg_cls_accuracy": 0.758544087491456, "iteration": 237359, "loss_box_reg": 0.21539424848742783, "loss_cls": 0.16868503880687058, "loss_mask": 0.2191431913524866, "loss_rpn_cls": 0.029166515661927406, "loss_rpn_loc": 0.06947376010066364, "loss_sem_seg": 0.17981998552568257, "lr": 0.002, "mask_rcnn/accuracy": 0.908288476735803, "mask_rcnn/false_negative": 0.08784162040321183, "mask_rcnn/false_positive": 0.10181114723970798, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.5733792020037072, "total_loss": 0.9226112347023445} {"data_time": 0.012928851996548474, "eta_seconds": 18603.821542240068, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.20979723142912848, "fast_rcnn/fg_cls_accuracy": 0.7767001114827201, "iteration": 237379, "loss_box_reg": 0.19757603877224028, "loss_cls": 0.1545034321025014, "loss_mask": 0.21756291575729847, "loss_rpn_cls": 0.01953121718725015, "loss_rpn_loc": 0.07261950797692407, "loss_sem_seg": 0.21316588227637112, "lr": 0.002, "mask_rcnn/accuracy": 0.9148624607614018, "mask_rcnn/false_negative": 0.07886829426898523, "mask_rcnn/false_positive": 0.1005773197863676, "roi_head/num_bg_samples": 431.75, "roi_head/num_fg_samples": 80.25, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5671930474927649, "total_loss": 0.8803744058441225} {"data_time": 0.01236642750154715, "eta_seconds": 18598.635299979665, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.2818707114481762, "fast_rcnn/fg_cls_accuracy": 0.702626329787234, "iteration": 237399, "loss_box_reg": 0.21511992113664746, "loss_cls": 0.16470581269823015, "loss_mask": 0.21905125537887216, "loss_rpn_cls": 0.022352065258928633, "loss_rpn_loc": 0.05635908409021795, "loss_sem_seg": 0.20210403040982783, "lr": 0.002, "mask_rcnn/accuracy": 0.8805568132567727, "mask_rcnn/false_negative": 0.10469510311099456, "mask_rcnn/false_positive": 0.12080258228261577, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.570066542000859, "total_loss": 0.8742425469172304} {"data_time": 0.011485953014926054, "eta_seconds": 18583.930136917566, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.24019325657894736, "fast_rcnn/fg_cls_accuracy": 0.75390625, "iteration": 237419, "loss_box_reg": 0.21717947395518422, "loss_cls": 0.1664804865140468, "loss_mask": 0.21938207652419806, "loss_rpn_cls": 0.0247696396545507, "loss_rpn_loc": 0.06456979678478092, "loss_sem_seg": 0.22512167366221547, "lr": 0.002, "mask_rcnn/accuracy": 0.9121460270498731, "mask_rcnn/false_negative": 0.08941598528282832, "mask_rcnn/false_positive": 0.09848058558819214, "roi_head/num_bg_samples": 432.75, "roi_head/num_fg_samples": 79.25, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5771910445182584, "total_loss": 0.908447334470111} {"data_time": 0.012800577489542775, "eta_seconds": 18568.545824188303, "fast_rcnn/cls_accuracy": 0.95849609375, "fast_rcnn/false_negative": 0.21000000000000002, "fast_rcnn/fg_cls_accuracy": 0.7866666666666666, "iteration": 237439, "loss_box_reg": 0.19770694570615888, "loss_cls": 0.1524278149008751, "loss_mask": 0.2184531968086958, "loss_rpn_cls": 0.022521338974911487, "loss_rpn_loc": 0.05068937121541239, "loss_sem_seg": 0.2072791145183146, "lr": 0.002, "mask_rcnn/accuracy": 0.9170839975561993, "mask_rcnn/false_negative": 0.07920069082623435, "mask_rcnn/false_positive": 0.09794852136090937, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 235.5, "rpn/num_pos_anchors": 20.5, "time": 0.5669248210033402, "total_loss": 0.8805064758962544} {"data_time": 0.012088688992662355, "eta_seconds": 18558.19738223948, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.2825074914383562, "fast_rcnn/fg_cls_accuracy": 0.7117199391171993, "iteration": 237459, "loss_box_reg": 0.21749747800640762, "loss_cls": 0.16675525694154203, "loss_mask": 0.24135515186935663, "loss_rpn_cls": 0.02263774465973256, "loss_rpn_loc": 0.0558531210408546, "loss_sem_seg": 0.22668145271018147, "lr": 0.002, "mask_rcnn/accuracy": 0.9061587774791124, "mask_rcnn/false_negative": 0.09090412939777379, "mask_rcnn/false_positive": 0.10006113183215223, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5723290364985587, "total_loss": 0.9242964595905505} {"data_time": 0.012405238987412304, "eta_seconds": 18541.406417078164, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.2630690586419753, "fast_rcnn/fg_cls_accuracy": 0.6975308641975309, "iteration": 237479, "loss_box_reg": 0.19310299423523247, "loss_cls": 0.15225430391728878, "loss_mask": 0.21619544178247452, "loss_rpn_cls": 0.02035016770241782, "loss_rpn_loc": 0.05424771840625908, "loss_sem_seg": 0.19730258779600263, "lr": 0.002, "mask_rcnn/accuracy": 0.8896698476295741, "mask_rcnn/false_negative": 0.09544596189147049, "mask_rcnn/false_positive": 0.12786932604589582, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5642452750034863, "total_loss": 0.8649226129491581} {"data_time": 0.013608697991003282, "eta_seconds": 18532.227358634234, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.24090650753054843, "fast_rcnn/fg_cls_accuracy": 0.7303573056239177, "iteration": 237499, "loss_box_reg": 0.21817732835188508, "loss_cls": 0.17096906364895403, "loss_mask": 0.22378594987094402, "loss_rpn_cls": 0.022730191973096225, "loss_rpn_loc": 0.06236883834935725, "loss_sem_seg": 0.18885217560455203, "lr": 0.002, "mask_rcnn/accuracy": 0.8927773609443777, "mask_rcnn/false_negative": 0.0868012505432493, "mask_rcnn/false_positive": 0.12129933659030034, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5580521415104158, "total_loss": 0.9033525639115396} {"data_time": 0.013400684503722005, "eta_seconds": 18521.071789787005, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.2912037037037037, "fast_rcnn/fg_cls_accuracy": 0.6713315217391305, "iteration": 237519, "loss_box_reg": 0.21164452959783375, "loss_cls": 0.1621946021914482, "loss_mask": 0.2319341953843832, "loss_rpn_cls": 0.0259887482452541, "loss_rpn_loc": 0.06543689779937267, "loss_sem_seg": 0.21457352256402373, "lr": 0.002, "mask_rcnn/accuracy": 0.9087673971990742, "mask_rcnn/false_negative": 0.06696060873655613, "mask_rcnn/false_positive": 0.11226654069209563, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.5801841979846358, "total_loss": 0.9204859728270094} {"data_time": 0.012870097983977757, "eta_seconds": 18512.267861195098, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.2889766483516484, "fast_rcnn/fg_cls_accuracy": 0.6977163461538461, "iteration": 237539, "loss_box_reg": 0.212062411243096, "loss_cls": 0.17286524112569168, "loss_mask": 0.22269875975325704, "loss_rpn_cls": 0.021048916947620455, "loss_rpn_loc": 0.06071522903221194, "loss_sem_seg": 0.20903321797959507, "lr": 0.002, "mask_rcnn/accuracy": 0.8946774022108843, "mask_rcnn/false_negative": 0.0788514154560864, "mask_rcnn/false_positive": 0.11811601942510977, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5795224334869999, "total_loss": 0.935101352937636} {"data_time": 0.01339540650951676, "eta_seconds": 18494.48159450377, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.22792632204396912, "fast_rcnn/fg_cls_accuracy": 0.7033521075581395, "iteration": 237559, "loss_box_reg": 0.20614395150914788, "loss_cls": 0.15881810034625232, "loss_mask": 0.2245548889040947, "loss_rpn_cls": 0.020996979353185452, "loss_rpn_loc": 0.06489150918787345, "loss_sem_seg": 0.20585664920508862, "lr": 0.002, "mask_rcnn/accuracy": 0.8991716642797469, "mask_rcnn/false_negative": 0.08537363067722059, "mask_rcnn/false_positive": 0.11559816435206041, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.5595812820101855, "total_loss": 0.8808718462532852} {"data_time": 0.011912526519154198, "eta_seconds": 18492.66747395735, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.26182692307692307, "fast_rcnn/fg_cls_accuracy": 0.6972698412698413, "iteration": 237579, "loss_box_reg": 0.21325070736929774, "loss_cls": 0.16904091427568346, "loss_mask": 0.22807161277160048, "loss_rpn_cls": 0.02434838263434358, "loss_rpn_loc": 0.06289928904152475, "loss_sem_seg": 0.22782385721802711, "lr": 0.002, "mask_rcnn/accuracy": 0.9167373977240666, "mask_rcnn/false_negative": 0.06905628648564463, "mask_rcnn/false_positive": 0.10398714367735637, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5798963254928822, "total_loss": 0.901108315680176} {"data_time": 0.012156616488937289, "eta_seconds": 18475.45479082814, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.28849620931952663, "fast_rcnn/fg_cls_accuracy": 0.7013136838971381, "iteration": 237599, "loss_box_reg": 0.22563502565026283, "loss_cls": 0.171992709627375, "loss_mask": 0.22943421360105276, "loss_rpn_cls": 0.02261353106587194, "loss_rpn_loc": 0.06020709956646897, "loss_sem_seg": 0.20188941340893507, "lr": 0.002, "mask_rcnn/accuracy": 0.9036836610746333, "mask_rcnn/false_negative": 0.08519763467231732, "mask_rcnn/false_positive": 0.11076539897889578, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5751554945018142, "total_loss": 0.899230110066128} {"data_time": 0.012409159491653554, "eta_seconds": 18488.26926277882, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.31135265700483095, "fast_rcnn/fg_cls_accuracy": 0.6747311827956989, "iteration": 237619, "loss_box_reg": 0.2104556520935148, "loss_cls": 0.16048698197118938, "loss_mask": 0.22859762236475945, "loss_rpn_cls": 0.022141043831652496, "loss_rpn_loc": 0.050482645849115215, "loss_sem_seg": 0.19752067420631647, "lr": 0.002, "mask_rcnn/accuracy": 0.8934332916840206, "mask_rcnn/false_negative": 0.10374352941493406, "mask_rcnn/false_positive": 0.10366797241290947, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.5839890655042836, "total_loss": 0.8551309534304892} {"data_time": 0.01248274750832934, "eta_seconds": 18476.85005443888, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.20686330119115146, "fast_rcnn/fg_cls_accuracy": 0.7640692640692641, "iteration": 237639, "loss_box_reg": 0.21521734516136348, "loss_cls": 0.1722411187365651, "loss_mask": 0.22819213173352182, "loss_rpn_cls": 0.029432973795337602, "loss_rpn_loc": 0.06780198228079826, "loss_sem_seg": 0.226691915653646, "lr": 0.002, "mask_rcnn/accuracy": 0.9169899555672072, "mask_rcnn/false_negative": 0.0766861134271774, "mask_rcnn/false_positive": 0.10322788611320854, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5539577015151735, "total_loss": 1.0042405862332089} {"data_time": 0.012694064498646185, "eta_seconds": 18450.30717575051, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.23983413590155161, "fast_rcnn/fg_cls_accuracy": 0.750298299691757, "iteration": 237659, "loss_box_reg": 0.19990260293707252, "loss_cls": 0.1531041085254401, "loss_mask": 0.21473771007731557, "loss_rpn_cls": 0.028865501459222287, "loss_rpn_loc": 0.06283644048380665, "loss_sem_seg": 0.20218983571976423, "lr": 0.002, "mask_rcnn/accuracy": 0.9089203722642214, "mask_rcnn/false_negative": 0.08081061832660588, "mask_rcnn/false_positive": 0.09827115863295983, "roi_head/num_bg_samples": 432.5, "roi_head/num_fg_samples": 79.5, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5623434044973692, "total_loss": 0.8669077572485548} {"data_time": 0.011839979997603223, "eta_seconds": 18435.628309607215, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.19709603220241517, "fast_rcnn/fg_cls_accuracy": 0.7971056162545525, "iteration": 237679, "loss_box_reg": 0.22327966860029846, "loss_cls": 0.17041063716169447, "loss_mask": 0.22888767113909125, "loss_rpn_cls": 0.02539217295270646, "loss_rpn_loc": 0.06463755149161443, "loss_sem_seg": 0.19916083454154432, "lr": 0.002, "mask_rcnn/accuracy": 0.9148029063220476, "mask_rcnn/false_negative": 0.06885901219177713, "mask_rcnn/false_positive": 0.08821867768055934, "roi_head/num_bg_samples": 427.0, "roi_head/num_fg_samples": 85.0, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5618232025008183, "total_loss": 0.924310463540678} {"data_time": 0.012652903998969123, "eta_seconds": 18431.209363174814, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.24542194903316686, "fast_rcnn/fg_cls_accuracy": 0.7114942528735633, "iteration": 237699, "loss_box_reg": 0.20574658387340605, "loss_cls": 0.17475100234150887, "loss_mask": 0.2250657370314002, "loss_rpn_cls": 0.02125287456146907, "loss_rpn_loc": 0.05471790677984245, "loss_sem_seg": 0.21997520374134183, "lr": 0.002, "mask_rcnn/accuracy": 0.8943745233990659, "mask_rcnn/false_negative": 0.10094829612449058, "mask_rcnn/false_positive": 0.1091829360004025, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.5702330795029411, "total_loss": 0.8870008717931341} {"data_time": 0.011899270990397781, "eta_seconds": 18419.231849452743, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.1918512658227848, "fast_rcnn/fg_cls_accuracy": 0.7392872664059105, "iteration": 237719, "loss_box_reg": 0.19641806720755994, "loss_cls": 0.16277632187120616, "loss_mask": 0.22222616709768772, "loss_rpn_cls": 0.02702168876567157, "loss_rpn_loc": 0.07191321026766673, "loss_sem_seg": 0.21449190960265696, "lr": 0.002, "mask_rcnn/accuracy": 0.8961078102126927, "mask_rcnn/false_negative": 0.08894141538191212, "mask_rcnn/false_positive": 0.13068942826021884, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5689627760002622, "total_loss": 0.9301906831042288} {"data_time": 0.014129938499536365, "eta_seconds": 18414.03610551849, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.19806798908635054, "fast_rcnn/fg_cls_accuracy": 0.7926389514926666, "iteration": 237739, "loss_box_reg": 0.18627458403352648, "loss_cls": 0.13876258907839656, "loss_mask": 0.21171258855611086, "loss_rpn_cls": 0.02583401776792016, "loss_rpn_loc": 0.059991196263581514, "loss_sem_seg": 0.2176164228003472, "lr": 0.002, "mask_rcnn/accuracy": 0.9066184601785623, "mask_rcnn/false_negative": 0.09624372189277335, "mask_rcnn/false_positive": 0.09561010061047853, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.5887417314952472, "total_loss": 0.8659466820208763} {"data_time": 0.013312100505572744, "eta_seconds": 18396.40822955317, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.22138615590615357, "fast_rcnn/fg_cls_accuracy": 0.7650011953143676, "iteration": 237759, "loss_box_reg": 0.19861818966455758, "loss_cls": 0.16262901620939374, "loss_mask": 0.2175806239247322, "loss_rpn_cls": 0.025218490467523225, "loss_rpn_loc": 0.055361124250339344, "loss_sem_seg": 0.19539742078632116, "lr": 0.002, "mask_rcnn/accuracy": 0.9068201076920166, "mask_rcnn/false_negative": 0.07229197595359732, "mask_rcnn/false_positive": 0.12044906854721248, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5709939015068812, "total_loss": 0.86346075747133} {"data_time": 0.012329805991612375, "eta_seconds": 18397.92814072341, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.21455536912751677, "fast_rcnn/fg_cls_accuracy": 0.7362196626902509, "iteration": 237779, "loss_box_reg": 0.2207557582296431, "loss_cls": 0.17909561889246106, "loss_mask": 0.22542025800794363, "loss_rpn_cls": 0.02283785172039643, "loss_rpn_loc": 0.06290302518755198, "loss_sem_seg": 0.2212056345306337, "lr": 0.002, "mask_rcnn/accuracy": 0.9063570184628158, "mask_rcnn/false_negative": 0.07951256190929812, "mask_rcnn/false_positive": 0.10516747338476004, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5755735599814216, "total_loss": 0.9147015094094968} {"data_time": 0.012813308509066701, "eta_seconds": 18388.775850249294, "fast_rcnn/cls_accuracy": 0.95849609375, "fast_rcnn/false_negative": 0.21022727272727273, "fast_rcnn/fg_cls_accuracy": 0.7802154680365296, "iteration": 237799, "loss_box_reg": 0.22114654234610498, "loss_cls": 0.18105585733428597, "loss_mask": 0.23847086168825626, "loss_rpn_cls": 0.02225464943694533, "loss_rpn_loc": 0.07547421258641407, "loss_sem_seg": 0.19105727411806583, "lr": 0.002, "mask_rcnn/accuracy": 0.9069025946417528, "mask_rcnn/false_negative": 0.08257870297146228, "mask_rcnn/false_positive": 0.11489784805163342, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5666678280103952, "total_loss": 0.9553397592335386} {"data_time": 0.012058221996994689, "eta_seconds": 18382.70228269254, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.2683783783783784, "fast_rcnn/fg_cls_accuracy": 0.7064319860930031, "iteration": 237819, "loss_box_reg": 0.1996382175711915, "loss_cls": 0.14791564247570932, "loss_mask": 0.2183458455838263, "loss_rpn_cls": 0.024783797865893575, "loss_rpn_loc": 0.05790709127904847, "loss_sem_seg": 0.2020172062329948, "lr": 0.002, "mask_rcnn/accuracy": 0.8964753884009744, "mask_rcnn/false_negative": 0.09578670432312406, "mask_rcnn/false_positive": 0.10307026391367195, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5790543105104007, "total_loss": 0.8490288711309404} {"data_time": 0.012731228503980674, "eta_seconds": 18344.365646647, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.2638370118845501, "fast_rcnn/fg_cls_accuracy": 0.7168017686072219, "iteration": 237839, "loss_box_reg": 0.20949923899024725, "loss_cls": 0.15894651087000966, "loss_mask": 0.21934164687991142, "loss_rpn_cls": 0.02467990925651975, "loss_rpn_loc": 0.057657960191136226, "loss_sem_seg": 0.21304872166365385, "lr": 0.002, "mask_rcnn/accuracy": 0.907707972185013, "mask_rcnn/false_negative": 0.07247812879452026, "mask_rcnn/false_positive": 0.08914050750529606, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 236.25, "rpn/num_pos_anchors": 19.75, "time": 0.5688781099888729, "total_loss": 0.8770082594419364} {"data_time": 0.012792024994269013, "eta_seconds": 18349.041636412716, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.2216110170795507, "fast_rcnn/fg_cls_accuracy": 0.7609935562521769, "iteration": 237859, "loss_box_reg": 0.1934994461480528, "loss_cls": 0.1519682821817696, "loss_mask": 0.22820758540183306, "loss_rpn_cls": 0.023736847761028912, "loss_rpn_loc": 0.05560416713706218, "loss_sem_seg": 0.2015340095385909, "lr": 0.002, "mask_rcnn/accuracy": 0.9051482958746828, "mask_rcnn/false_negative": 0.07483297332682691, "mask_rcnn/false_positive": 0.114522138434768, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 235.75, "rpn/num_pos_anchors": 20.25, "time": 0.5743842779920669, "total_loss": 0.8697382941536489} {"data_time": 0.012252346510649659, "eta_seconds": 18347.08436137208, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.26107942079859586, "fast_rcnn/fg_cls_accuracy": 0.7208848110465116, "iteration": 237879, "loss_box_reg": 0.19408406363800168, "loss_cls": 0.16953340405598283, "loss_mask": 0.21444608503952622, "loss_rpn_cls": 0.02285141998436302, "loss_rpn_loc": 0.054807380933198147, "loss_sem_seg": 0.20923262042924762, "lr": 0.002, "mask_rcnn/accuracy": 0.9143715591705432, "mask_rcnn/false_negative": 0.09532338378766521, "mask_rcnn/false_positive": 0.10915374324844279, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5808509170019533, "total_loss": 0.866676213699975} {"data_time": 0.012395199504680932, "eta_seconds": 18310.142148036917, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.22287193251533743, "fast_rcnn/fg_cls_accuracy": 0.7615030674846626, "iteration": 237899, "loss_box_reg": 0.2218578620813787, "loss_cls": 0.1731128664687276, "loss_mask": 0.22731613973155618, "loss_rpn_cls": 0.033724503620760515, "loss_rpn_loc": 0.07664678024593741, "loss_sem_seg": 0.21065602311864495, "lr": 0.002, "mask_rcnn/accuracy": 0.8991913296481604, "mask_rcnn/false_negative": 0.09041837210879523, "mask_rcnn/false_positive": 0.11492756732793248, "roi_head/num_bg_samples": 433.0, "roi_head/num_fg_samples": 79.0, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 0.5660093665064778, "total_loss": 0.9434593566402327} {"data_time": 0.012516535512986593, "eta_seconds": 18294.014286007194, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.19532163742690056, "fast_rcnn/fg_cls_accuracy": 0.7415676615473776, "iteration": 237919, "loss_box_reg": 0.20294251781888306, "loss_cls": 0.15665568970143795, "loss_mask": 0.22081898525357246, "loss_rpn_cls": 0.026889967848546803, "loss_rpn_loc": 0.06459697689570021, "loss_sem_seg": 0.22591101715806872, "lr": 0.002, "mask_rcnn/accuracy": 0.9049902266101246, "mask_rcnn/false_negative": 0.08460023525384566, "mask_rcnn/false_positive": 0.09595685272856347, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 237.25, "rpn/num_pos_anchors": 18.75, "time": 0.5697311019903282, "total_loss": 0.9149762843990175} {"data_time": 0.01255411199235823, "eta_seconds": 18280.209404902824, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.1915995737627279, "fast_rcnn/fg_cls_accuracy": 0.7513691128148959, "iteration": 237939, "loss_box_reg": 0.2169890992809087, "loss_cls": 0.17828564485535026, "loss_mask": 0.22896128613501787, "loss_rpn_cls": 0.02569178186240606, "loss_rpn_loc": 0.06593404925661162, "loss_sem_seg": 0.20854022586718202, "lr": 0.002, "mask_rcnn/accuracy": 0.9028076175408218, "mask_rcnn/false_negative": 0.06932312995047457, "mask_rcnn/false_positive": 0.11383094371727628, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5667400009988341, "total_loss": 0.9080272835271899} {"data_time": 0.013560481005697511, "eta_seconds": 18265.907807556592, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.26028169014084507, "fast_rcnn/fg_cls_accuracy": 0.714718309859155, "iteration": 237959, "loss_box_reg": 0.2152625140734017, "loss_cls": 0.15791049716062844, "loss_mask": 0.23458142392337322, "loss_rpn_cls": 0.02214700174954487, "loss_rpn_loc": 0.055976121802814305, "loss_sem_seg": 0.2012725998647511, "lr": 0.002, "mask_rcnn/accuracy": 0.9079193692981069, "mask_rcnn/false_negative": 0.06917425131780233, "mask_rcnn/false_positive": 0.11147537650025612, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5687777224957244, "total_loss": 0.9115583374150447} {"data_time": 0.011626614010310732, "eta_seconds": 18250.938251703774, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.23025095471903984, "fast_rcnn/fg_cls_accuracy": 0.7155317360235394, "iteration": 237979, "loss_box_reg": 0.2194014738779515, "loss_cls": 0.1730270313564688, "loss_mask": 0.23370367009192705, "loss_rpn_cls": 0.02543701011745725, "loss_rpn_loc": 0.06699665542691946, "loss_sem_seg": 0.20804239297285676, "lr": 0.002, "mask_rcnn/accuracy": 0.8928092775165034, "mask_rcnn/false_negative": 0.10524652011539454, "mask_rcnn/false_positive": 0.11624647957971229, "roi_head/num_bg_samples": 424.25, "roi_head/num_fg_samples": 87.75, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.5651338695024606, "total_loss": 0.9294192568922881} {"data_time": 0.011971293497481383, "eta_seconds": 18239.53889612356, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.23527568922305764, "fast_rcnn/fg_cls_accuracy": 0.6859131524463332, "iteration": 237999, "loss_box_reg": 0.1897972997976467, "loss_cls": 0.15811812249012291, "loss_mask": 0.20952255371958017, "loss_rpn_cls": 0.025785355668631382, "loss_rpn_loc": 0.05276531365234405, "loss_sem_seg": 0.20599800697527826, "lr": 0.002, "mask_rcnn/accuracy": 0.9187398566926142, "mask_rcnn/false_negative": 0.06402973207234391, "mask_rcnn/false_positive": 0.10607080216978021, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 235.75, "rpn/num_pos_anchors": 20.25, "time": 0.5657945260027191, "total_loss": 0.8653065015460015} {"data_time": 0.01192420901497826, "eta_seconds": 18231.70305525631, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.22002200220022, "fast_rcnn/fg_cls_accuracy": 0.7413422337708884, "iteration": 238019, "loss_box_reg": 0.20468551572412252, "loss_cls": 0.15771621116437018, "loss_mask": 0.21952595375478268, "loss_rpn_cls": 0.025526764075038955, "loss_rpn_loc": 0.05992779950611293, "loss_sem_seg": 0.1983774877153337, "lr": 0.002, "mask_rcnn/accuracy": 0.9034962588661137, "mask_rcnn/false_negative": 0.09092938608628925, "mask_rcnn/false_positive": 0.10592694197499897, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5730289464991074, "total_loss": 0.8871478680302971} {"data_time": 0.012839055998483673, "eta_seconds": 18212.137018047535, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.23827888687235332, "fast_rcnn/fg_cls_accuracy": 0.7348664403305362, "iteration": 238039, "loss_box_reg": 0.19584290718194097, "loss_cls": 0.1666065724566579, "loss_mask": 0.2228598897345364, "loss_rpn_cls": 0.02419591664147447, "loss_rpn_loc": 0.05494690877094399, "loss_sem_seg": 0.21031372481957078, "lr": 0.002, "mask_rcnn/accuracy": 0.9123241682347054, "mask_rcnn/false_negative": 0.07330743496316097, "mask_rcnn/false_positive": 0.10970034666497833, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5672820184990996, "total_loss": 0.8853227104718826} {"data_time": 0.012012284496449865, "eta_seconds": 18206.76496680289, "fast_rcnn/cls_accuracy": 0.96044921875, "fast_rcnn/false_negative": 0.24609375, "fast_rcnn/fg_cls_accuracy": 0.751953125, "iteration": 238059, "loss_box_reg": 0.2109958198852837, "loss_cls": 0.1690724000800401, "loss_mask": 0.2170074675232172, "loss_rpn_cls": 0.023605863329976273, "loss_rpn_loc": 0.049152744584716856, "loss_sem_seg": 0.2261669128201902, "lr": 0.002, "mask_rcnn/accuracy": 0.9154085021105216, "mask_rcnn/false_negative": 0.07703081101352303, "mask_rcnn/false_positive": 0.102785556259656, "roi_head/num_bg_samples": 462.0, "roi_head/num_fg_samples": 50.0, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5729748539888533, "total_loss": 0.9050504793631262} {"data_time": 0.011921191020519473, "eta_seconds": 18209.55053941901, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.2545454545454545, "fast_rcnn/fg_cls_accuracy": 0.7306189903846154, "iteration": 238079, "loss_box_reg": 0.21313641592860222, "loss_cls": 0.17087486037053168, "loss_mask": 0.23333961889147758, "loss_rpn_cls": 0.0271641007202561, "loss_rpn_loc": 0.07470674207434058, "loss_sem_seg": 0.20062288758344948, "lr": 0.002, "mask_rcnn/accuracy": 0.9065092454892405, "mask_rcnn/false_negative": 0.08154291080151618, "mask_rcnn/false_positive": 0.10340242783621184, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5733264709851937, "total_loss": 0.9276702598581323} {"data_time": 0.012169282999821007, "eta_seconds": 18188.089286642964, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.2539068205053308, "fast_rcnn/fg_cls_accuracy": 0.7089448793215916, "iteration": 238099, "loss_box_reg": 0.18834542960394174, "loss_cls": 0.14834115863777697, "loss_mask": 0.2104198425076902, "loss_rpn_cls": 0.024572736841946607, "loss_rpn_loc": 0.04494042485021055, "loss_sem_seg": 0.2027814332395792, "lr": 0.002, "mask_rcnn/accuracy": 0.8937403854034662, "mask_rcnn/false_negative": 0.09193066337290942, "mask_rcnn/false_positive": 0.11913985036566493, "roi_head/num_bg_samples": 430.25, "roi_head/num_fg_samples": 81.75, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5702224190026755, "total_loss": 0.8635431003276608} {"data_time": 0.01291931550076697, "eta_seconds": 18171.142762642266, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.263671875, "fast_rcnn/fg_cls_accuracy": 0.7031447285353536, "iteration": 238119, "loss_box_reg": 0.20202416216488928, "loss_cls": 0.16476400289684534, "loss_mask": 0.21698345616459846, "loss_rpn_cls": 0.029204480320913717, "loss_rpn_loc": 0.06939354172209278, "loss_sem_seg": 0.21448652422986925, "lr": 0.002, "mask_rcnn/accuracy": 0.8992182544341705, "mask_rcnn/false_negative": 0.07812977278188193, "mask_rcnn/false_positive": 0.10924014023545578, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5648540480033262, "total_loss": 0.8881901071872562} {"data_time": 0.012669868505327031, "eta_seconds": 18163.29355065574, "fast_rcnn/cls_accuracy": 0.9560546875, "fast_rcnn/false_negative": 0.23711608537220197, "fast_rcnn/fg_cls_accuracy": 0.7609656579394763, "iteration": 238139, "loss_box_reg": 0.20718820847105235, "loss_cls": 0.16262985405046493, "loss_mask": 0.22157739801332355, "loss_rpn_cls": 0.026196659135166556, "loss_rpn_loc": 0.07534499726898503, "loss_sem_seg": 0.19588937750086188, "lr": 0.002, "mask_rcnn/accuracy": 0.9004802226597161, "mask_rcnn/false_negative": 0.0947005617759287, "mask_rcnn/false_positive": 0.10026796082140707, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.579805009503616, "total_loss": 0.8988377666319138} {"data_time": 0.013251402007881552, "eta_seconds": 18149.76373025174, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.2294512195121951, "fast_rcnn/fg_cls_accuracy": 0.6971503496503496, "iteration": 238159, "loss_box_reg": 0.21089017065241933, "loss_cls": 0.16454377630725503, "loss_mask": 0.23192884074524045, "loss_rpn_cls": 0.025146663916530088, "loss_rpn_loc": 0.06079432665137574, "loss_sem_seg": 0.1878209358546883, "lr": 0.002, "mask_rcnn/accuracy": 0.9056860398827697, "mask_rcnn/false_negative": 0.08201188021617933, "mask_rcnn/false_positive": 0.11046673069340657, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5748258555104258, "total_loss": 0.9354114644811489} {"data_time": 0.012220771008287556, "eta_seconds": 18134.26810433826, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.263544536271809, "fast_rcnn/fg_cls_accuracy": 0.6940104166666667, "iteration": 238179, "loss_box_reg": 0.21235703374259174, "loss_cls": 0.1697328438749537, "loss_mask": 0.22671875171363354, "loss_rpn_cls": 0.025270092490245588, "loss_rpn_loc": 0.059258743771351874, "loss_sem_seg": 0.222288680030033, "lr": 0.002, "mask_rcnn/accuracy": 0.8988248544610151, "mask_rcnn/false_negative": 0.08969668125371355, "mask_rcnn/false_positive": 0.11085815485080855, "roi_head/num_bg_samples": 429.75, "roi_head/num_fg_samples": 82.25, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.563524855999276, "total_loss": 0.9047689743965748} {"data_time": 0.011978644513874315, "eta_seconds": 18102.844911660606, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.22518691016055892, "fast_rcnn/fg_cls_accuracy": 0.734359296482412, "iteration": 238199, "loss_box_reg": 0.19845802523195744, "loss_cls": 0.15067383740097284, "loss_mask": 0.21882131835445762, "loss_rpn_cls": 0.020340729295639903, "loss_rpn_loc": 0.05674481674213894, "loss_sem_seg": 0.21791965188458562, "lr": 0.002, "mask_rcnn/accuracy": 0.9046025396982649, "mask_rcnn/false_negative": 0.09036382511202212, "mask_rcnn/false_positive": 0.09613161181666811, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.5574318219878478, "total_loss": 0.8821484753061668} {"data_time": 0.012285673496080562, "eta_seconds": 18099.9646826033, "fast_rcnn/cls_accuracy": 0.95556640625, "fast_rcnn/false_negative": 0.17381955792551818, "fast_rcnn/fg_cls_accuracy": 0.7996898315030598, "iteration": 238219, "loss_box_reg": 0.201062205247581, "loss_cls": 0.15985218645073473, "loss_mask": 0.23494965303689241, "loss_rpn_cls": 0.022639535669441102, "loss_rpn_loc": 0.06690337770851329, "loss_sem_seg": 0.22253764746710658, "lr": 0.002, "mask_rcnn/accuracy": 0.9136675986619813, "mask_rcnn/false_negative": 0.07249840628112703, "mask_rcnn/false_positive": 0.09126604014371333, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.580076779006049, "total_loss": 0.9197105136845494} {"data_time": 0.012640309010748751, "eta_seconds": 18088.574251413214, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.21845194424064562, "fast_rcnn/fg_cls_accuracy": 0.7462574850299402, "iteration": 238239, "loss_box_reg": 0.21593601303175092, "loss_cls": 0.17304809810593724, "loss_mask": 0.23066035751253366, "loss_rpn_cls": 0.026692818442825228, "loss_rpn_loc": 0.06088006946083624, "loss_sem_seg": 0.22214680584147573, "lr": 0.002, "mask_rcnn/accuracy": 0.900929831749022, "mask_rcnn/false_negative": 0.08713844914840368, "mask_rcnn/false_positive": 0.1013085218664054, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5719433305057464, "total_loss": 0.9502933149633463} {"data_time": 0.012653679499635473, "eta_seconds": 18067.569169478025, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.29181640358458805, "fast_rcnn/fg_cls_accuracy": 0.6626016260162602, "iteration": 238259, "loss_box_reg": 0.20871672104112804, "loss_cls": 0.15766222844831645, "loss_mask": 0.22494465950876474, "loss_rpn_cls": 0.028102994998334907, "loss_rpn_loc": 0.05588585027726367, "loss_sem_seg": 0.21698839217424393, "lr": 0.002, "mask_rcnn/accuracy": 0.8945824042232198, "mask_rcnn/false_negative": 0.08884318499692043, "mask_rcnn/false_positive": 0.10888529202945849, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5667945925088134, "total_loss": 0.9308983725277358} {"data_time": 0.012104796507628635, "eta_seconds": 18056.184796478134, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.2640748968581403, "fast_rcnn/fg_cls_accuracy": 0.7098381466201207, "iteration": 238279, "loss_box_reg": 0.21387040754780173, "loss_cls": 0.16387801535893232, "loss_mask": 0.22658578399568796, "loss_rpn_cls": 0.02531792534136912, "loss_rpn_loc": 0.06514067349053221, "loss_sem_seg": 0.19278886332176626, "lr": 0.002, "mask_rcnn/accuracy": 0.9063759763164525, "mask_rcnn/false_negative": 0.08698515399643064, "mask_rcnn/false_positive": 0.1025320044853559, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.5693937344913138, "total_loss": 0.8930769022845197} {"data_time": 0.011979085000348277, "eta_seconds": 18044.225779430388, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.21455737704918032, "fast_rcnn/fg_cls_accuracy": 0.7437886178861789, "iteration": 238299, "loss_box_reg": 0.21542753046378493, "loss_cls": 0.18163939495570958, "loss_mask": 0.2394909430295229, "loss_rpn_cls": 0.02435468438488897, "loss_rpn_loc": 0.06858182343421504, "loss_sem_seg": 0.21710024517960846, "lr": 0.002, "mask_rcnn/accuracy": 0.9053725434783384, "mask_rcnn/false_negative": 0.07885015359251821, "mask_rcnn/false_positive": 0.11302194751916239, "roi_head/num_bg_samples": 431.0, "roi_head/num_fg_samples": 81.0, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5678257624967955, "total_loss": 0.9338604753211257} {"data_time": 0.011485362483654171, "eta_seconds": 18036.237623683264, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.2621404997642621, "fast_rcnn/fg_cls_accuracy": 0.7045632845188284, "iteration": 238319, "loss_box_reg": 0.21353331301361322, "loss_cls": 0.16335009364411235, "loss_mask": 0.22712810058146715, "loss_rpn_cls": 0.029151149741664995, "loss_rpn_loc": 0.07055595141719095, "loss_sem_seg": 0.2142604705877602, "lr": 0.002, "mask_rcnn/accuracy": 0.8975181983741753, "mask_rcnn/false_negative": 0.08657288734054366, "mask_rcnn/false_positive": 0.10544282723335344, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5868052985024406, "total_loss": 0.9061792418287951} {"data_time": 0.012409988004947081, "eta_seconds": 18020.225433622036, "fast_rcnn/cls_accuracy": 0.95703125, "fast_rcnn/false_negative": 0.19314392423636123, "fast_rcnn/fg_cls_accuracy": 0.7843137254901961, "iteration": 238339, "loss_box_reg": 0.19898185099009424, "loss_cls": 0.15400865947594866, "loss_mask": 0.22646872606128454, "loss_rpn_cls": 0.02495471408474259, "loss_rpn_loc": 0.06795315083581954, "loss_sem_seg": 0.2098906768951565, "lr": 0.002, "mask_rcnn/accuracy": 0.9126716680514149, "mask_rcnn/false_negative": 0.08563185327078943, "mask_rcnn/false_positive": 0.09245857090577972, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5602693954861024, "total_loss": 0.9181179980514571} {"data_time": 0.012130271992646158, "eta_seconds": 18003.706629760534, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.23027411782523094, "fast_rcnn/fg_cls_accuracy": 0.7279196009389671, "iteration": 238359, "loss_box_reg": 0.20925472705857828, "loss_cls": 0.16542713344097137, "loss_mask": 0.22324575437232852, "loss_rpn_cls": 0.020656379223510157, "loss_rpn_loc": 0.05220779609953752, "loss_sem_seg": 0.19508271967060864, "lr": 0.002, "mask_rcnn/accuracy": 0.9057399041041353, "mask_rcnn/false_negative": 0.08801332189534239, "mask_rcnn/false_positive": 0.10209929523041994, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 238.25, "rpn/num_pos_anchors": 17.75, "time": 0.5661726949911099, "total_loss": 0.8647974475024967} {"data_time": 0.013522955006919801, "eta_seconds": 17997.458969601794, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.25998463901689706, "fast_rcnn/fg_cls_accuracy": 0.731159184558664, "iteration": 238379, "loss_box_reg": 0.21615124656818807, "loss_cls": 0.16347518749535084, "loss_mask": 0.2224284722469747, "loss_rpn_cls": 0.02662050315120723, "loss_rpn_loc": 0.06789305718848482, "loss_sem_seg": 0.1908345245756209, "lr": 0.002, "mask_rcnn/accuracy": 0.8922818662435212, "mask_rcnn/false_negative": 0.08918066746556767, "mask_rcnn/false_positive": 0.11930973961229754, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.5745249405008508, "total_loss": 0.8832550666993484} {"data_time": 0.012063426984241232, "eta_seconds": 17986.73833127017, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.2521081349206349, "fast_rcnn/fg_cls_accuracy": 0.7467120181405895, "iteration": 238399, "loss_box_reg": 0.2074902238091454, "loss_cls": 0.15261669043684378, "loss_mask": 0.21504499623551965, "loss_rpn_cls": 0.02220737399693462, "loss_rpn_loc": 0.054588921630056575, "loss_sem_seg": 0.2003264739178121, "lr": 0.002, "mask_rcnn/accuracy": 0.9033688852425392, "mask_rcnn/false_negative": 0.07404129688407535, "mask_rcnn/false_positive": 0.11098027613016573, "roi_head/num_bg_samples": 428.0, "roi_head/num_fg_samples": 84.0, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.5740486555005191, "total_loss": 0.8808936708956026} {"data_time": 0.012387406997731887, "eta_seconds": 17976.494185478892, "fast_rcnn/cls_accuracy": 0.9580078125, "fast_rcnn/false_negative": 0.2094474153297683, "fast_rcnn/fg_cls_accuracy": 0.7316973415132924, "iteration": 238419, "loss_box_reg": 0.21499876398593187, "loss_cls": 0.16355217713862658, "loss_mask": 0.21608991920948029, "loss_rpn_cls": 0.023519162976299413, "loss_rpn_loc": 0.054276948736514896, "loss_sem_seg": 0.20719520887359977, "lr": 0.002, "mask_rcnn/accuracy": 0.9129733244880501, "mask_rcnn/false_negative": 0.08310638815565244, "mask_rcnn/false_positive": 0.08741566397425762, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5778630019922275, "total_loss": 0.9153739923931425} {"data_time": 0.012830784005927853, "eta_seconds": 17966.367013520037, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.23391248391248393, "fast_rcnn/fg_cls_accuracy": 0.7397681059098382, "iteration": 238439, "loss_box_reg": 0.18647969409357756, "loss_cls": 0.15080029307864606, "loss_mask": 0.22264362312853336, "loss_rpn_cls": 0.02053634388721548, "loss_rpn_loc": 0.054714902624255046, "loss_sem_seg": 0.2001586421392858, "lr": 0.002, "mask_rcnn/accuracy": 0.9146199280127851, "mask_rcnn/false_negative": 0.06785223913918276, "mask_rcnn/false_positive": 0.10361443556265423, "roi_head/num_bg_samples": 463.75, "roi_head/num_fg_samples": 48.25, "rpn/num_neg_anchors": 238.0, "rpn/num_pos_anchors": 18.0, "time": 0.5706525340065127, "total_loss": 0.8302016193920281} {"data_time": 0.011938080002437346, "eta_seconds": 17953.15369575136, "fast_rcnn/cls_accuracy": 0.9580078125, "fast_rcnn/false_negative": 0.18181818181818182, "fast_rcnn/fg_cls_accuracy": 0.7744360902255639, "iteration": 238459, "loss_box_reg": 0.21477193478494883, "loss_cls": 0.1690285410732031, "loss_mask": 0.226052219979465, "loss_rpn_cls": 0.02575710058954428, "loss_rpn_loc": 0.07026368397055194, "loss_sem_seg": 0.1944721785839647, "lr": 0.002, "mask_rcnn/accuracy": 0.90968409108346, "mask_rcnn/false_negative": 0.0680706354240383, "mask_rcnn/false_positive": 0.1207428709470118, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5624564469908364, "total_loss": 0.9095229822269175} {"data_time": 0.013148544487194158, "eta_seconds": 17942.549814423415, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.2201452393760086, "fast_rcnn/fg_cls_accuracy": 0.7503798373402448, "iteration": 238479, "loss_box_reg": 0.2106937092030421, "loss_cls": 0.1708746813237667, "loss_mask": 0.22210298385471106, "loss_rpn_cls": 0.02558993983984692, "loss_rpn_loc": 0.05793221497151535, "loss_sem_seg": 0.188373071141541, "lr": 0.002, "mask_rcnn/accuracy": 0.9069455120733072, "mask_rcnn/false_negative": 0.08536548571379617, "mask_rcnn/false_positive": 0.12275264996246088, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5656130699935602, "total_loss": 0.8798840088420548} {"data_time": 0.013454121013637632, "eta_seconds": 17933.762235524337, "fast_rcnn/cls_accuracy": 0.96533203125, "fast_rcnn/false_negative": 0.14329769736842107, "fast_rcnn/fg_cls_accuracy": 0.8488581730769231, "iteration": 238499, "loss_box_reg": 0.2045445078983903, "loss_cls": 0.16472595487721264, "loss_mask": 0.2184459907002747, "loss_rpn_cls": 0.023126839503675, "loss_rpn_loc": 0.04830903606489301, "loss_sem_seg": 0.22180877346545458, "lr": 0.002, "mask_rcnn/accuracy": 0.9297767472531775, "mask_rcnn/false_negative": 0.060826430304041196, "mask_rcnn/false_positive": 0.08413036322458656, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 235.25, "rpn/num_pos_anchors": 20.75, "time": 0.5695900519931456, "total_loss": 0.8771224334632279} {"data_time": 0.012790542503353208, "eta_seconds": 17919.780803523478, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.19848664368806548, "fast_rcnn/fg_cls_accuracy": 0.7619405980333133, "iteration": 238519, "loss_box_reg": 0.17861762270331383, "loss_cls": 0.14541472378186882, "loss_mask": 0.21437870431691408, "loss_rpn_cls": 0.025367641068442026, "loss_rpn_loc": 0.05389004381140694, "loss_sem_seg": 0.19933517929166555, "lr": 0.002, "mask_rcnn/accuracy": 0.9056849713569639, "mask_rcnn/false_negative": 0.08192027928400963, "mask_rcnn/false_positive": 0.09492505643393502, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5637940214946866, "total_loss": 0.8367110191647953} {"data_time": 0.013629771987325512, "eta_seconds": 17907.617653911846, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.26432253192816574, "fast_rcnn/fg_cls_accuracy": 0.7346160295103956, "iteration": 238539, "loss_box_reg": 0.19118400278966874, "loss_cls": 0.1416024137288332, "loss_mask": 0.22429477283731103, "loss_rpn_cls": 0.02109649699559668, "loss_rpn_loc": 0.051770189544185996, "loss_sem_seg": 0.20793998474255204, "lr": 0.002, "mask_rcnn/accuracy": 0.9149471023858546, "mask_rcnn/false_negative": 0.07610976453577682, "mask_rcnn/false_positive": 0.11479313573389444, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5688306569936685, "total_loss": 0.8941631693160161} {"data_time": 0.012053352998918854, "eta_seconds": 17895.669120390667, "fast_rcnn/cls_accuracy": 0.95751953125, "fast_rcnn/false_negative": 0.20753756047873695, "fast_rcnn/fg_cls_accuracy": 0.786431800243955, "iteration": 238559, "loss_box_reg": 0.21558272372931242, "loss_cls": 0.1632476169615984, "loss_mask": 0.23284605145454407, "loss_rpn_cls": 0.029231890679511707, "loss_rpn_loc": 0.0665845018629625, "loss_sem_seg": 0.21169860777445138, "lr": 0.002, "mask_rcnn/accuracy": 0.9226599081190918, "mask_rcnn/false_negative": 0.06820045717819741, "mask_rcnn/false_positive": 0.10558916999186001, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 235.25, "rpn/num_pos_anchors": 20.75, "time": 0.5663712480018148, "total_loss": 0.9659248499701789} {"data_time": 0.011654954490950331, "eta_seconds": 17884.28546903073, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.243040293040293, "fast_rcnn/fg_cls_accuracy": 0.7445062785388128, "iteration": 238579, "loss_box_reg": 0.234914758708328, "loss_cls": 0.16891924035735428, "loss_mask": 0.22510579973459244, "loss_rpn_cls": 0.027943429864535574, "loss_rpn_loc": 0.06324068340472877, "loss_sem_seg": 0.24474924360401928, "lr": 0.002, "mask_rcnn/accuracy": 0.9078799317013317, "mask_rcnn/false_negative": 0.06961520113955284, "mask_rcnn/false_positive": 0.1081788105011374, "roi_head/num_bg_samples": 429.25, "roi_head/num_fg_samples": 82.75, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5783969464973779, "total_loss": 0.9571591824060306} {"data_time": 0.011608233500737697, "eta_seconds": 17872.243417490463, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.25, "fast_rcnn/fg_cls_accuracy": 0.7248834978070176, "iteration": 238599, "loss_box_reg": 0.20581542002037168, "loss_cls": 0.16457705554785207, "loss_mask": 0.22353784763254225, "loss_rpn_cls": 0.02410975327802589, "loss_rpn_loc": 0.06293048523366451, "loss_sem_seg": 0.22383531392551959, "lr": 0.002, "mask_rcnn/accuracy": 0.888276317471433, "mask_rcnn/false_negative": 0.09272016953961223, "mask_rcnn/false_positive": 0.11411776171150051, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5692095294944011, "total_loss": 0.8967559672623793} {"data_time": 0.01203086448367685, "eta_seconds": 17854.19460985632, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.18479792361883574, "fast_rcnn/fg_cls_accuracy": 0.8119762699295514, "iteration": 238619, "loss_box_reg": 0.21304836100898683, "loss_cls": 0.16776357276830822, "loss_mask": 0.22472615959122777, "loss_rpn_cls": 0.02403781963948859, "loss_rpn_loc": 0.06908478116383776, "loss_sem_seg": 0.21347866440191865, "lr": 0.002, "mask_rcnn/accuracy": 0.9093504142313543, "mask_rcnn/false_negative": 0.08659455096632514, "mask_rcnn/false_positive": 0.10480947716223246, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5698048379854299, "total_loss": 0.9361890569816751} {"data_time": 0.0121831734868465, "eta_seconds": 17850.134514950914, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.27681806822441585, "fast_rcnn/fg_cls_accuracy": 0.7172143893842007, "iteration": 238639, "loss_box_reg": 0.19485807698220015, "loss_cls": 0.1623821402899921, "loss_mask": 0.22792189475148916, "loss_rpn_cls": 0.02860823896844522, "loss_rpn_loc": 0.06218171346699819, "loss_sem_seg": 0.21936321794055402, "lr": 0.002, "mask_rcnn/accuracy": 0.9118150143914041, "mask_rcnn/false_negative": 0.08868142453835959, "mask_rcnn/false_positive": 0.10257066816567681, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5749774235009681, "total_loss": 0.899457424558932} {"data_time": 0.012116671990952455, "eta_seconds": 17842.696632497886, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.29052936311000827, "fast_rcnn/fg_cls_accuracy": 0.6868533171028606, "iteration": 238659, "loss_box_reg": 0.19250645115971565, "loss_cls": 0.14930119249038398, "loss_mask": 0.22439518198370934, "loss_rpn_cls": 0.024962326664535794, "loss_rpn_loc": 0.04981807857984677, "loss_sem_seg": 0.23185758315958083, "lr": 0.002, "mask_rcnn/accuracy": 0.9025018955776973, "mask_rcnn/false_negative": 0.07978842712246276, "mask_rcnn/false_positive": 0.12280700562478197, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5724715135002043, "total_loss": 0.8972858779670787} {"data_time": 0.012928304000524804, "eta_seconds": 17842.320641029466, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.23481781376518218, "fast_rcnn/fg_cls_accuracy": 0.7387959866220736, "iteration": 238679, "loss_box_reg": 0.20955865585710853, "loss_cls": 0.17163918493315578, "loss_mask": 0.22348781768232584, "loss_rpn_cls": 0.022861649351398228, "loss_rpn_loc": 0.05203056911705062, "loss_sem_seg": 0.20618615858256817, "lr": 0.002, "mask_rcnn/accuracy": 0.9104667058168572, "mask_rcnn/false_negative": 0.08678923410970327, "mask_rcnn/false_positive": 0.10078878026973681, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.573922366995248, "total_loss": 0.9173743300671049} {"data_time": 0.012681552005233243, "eta_seconds": 17829.451646084155, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.2744879100569845, "fast_rcnn/fg_cls_accuracy": 0.6794293297942933, "iteration": 238699, "loss_box_reg": 0.1933417625259608, "loss_cls": 0.16042868024669588, "loss_mask": 0.22117752116173506, "loss_rpn_cls": 0.02325508963986067, "loss_rpn_loc": 0.06180229038000107, "loss_sem_seg": 0.20943313231691718, "lr": 0.002, "mask_rcnn/accuracy": 0.9145531450225439, "mask_rcnn/false_negative": 0.06991441316876745, "mask_rcnn/false_positive": 0.09729503052802721, "roi_head/num_bg_samples": 462.0, "roi_head/num_fg_samples": 50.0, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.565078073515906, "total_loss": 0.8777346076822141} {"data_time": 0.012308150020544417, "eta_seconds": 17828.205146989552, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.2698393574297189, "fast_rcnn/fg_cls_accuracy": 0.7023899371069182, "iteration": 238719, "loss_box_reg": 0.19903206219896674, "loss_cls": 0.16578162158839405, "loss_mask": 0.22914923820644617, "loss_rpn_cls": 0.022174572317453567, "loss_rpn_loc": 0.05528171145124361, "loss_sem_seg": 0.22554099583067, "lr": 0.002, "mask_rcnn/accuracy": 0.8904238597138943, "mask_rcnn/false_negative": 0.09690430129242827, "mask_rcnn/false_positive": 0.11658784261585242, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5837209484889172, "total_loss": 0.9493937668958097} {"data_time": 0.012792013512807898, "eta_seconds": 17815.598415241475, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.22397137745974954, "fast_rcnn/fg_cls_accuracy": 0.7731216457960643, "iteration": 238739, "loss_box_reg": 0.2123984198551625, "loss_cls": 0.16578602837398648, "loss_mask": 0.2314799507148564, "loss_rpn_cls": 0.02783221752360987, "loss_rpn_loc": 0.06149822863517329, "loss_sem_seg": 0.2084695198573172, "lr": 0.002, "mask_rcnn/accuracy": 0.9003587969740742, "mask_rcnn/false_negative": 0.09278061783214497, "mask_rcnn/false_positive": 0.10124901091895662, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5737704154889798, "total_loss": 0.936637315506232} {"data_time": 0.01240529200003948, "eta_seconds": 17804.200444341477, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.2895266089108911, "fast_rcnn/fg_cls_accuracy": 0.700572400990099, "iteration": 238759, "loss_box_reg": 0.21208068542182446, "loss_cls": 0.17544915666803718, "loss_mask": 0.2341536725871265, "loss_rpn_cls": 0.023287526091735344, "loss_rpn_loc": 0.06225921888835728, "loss_sem_seg": 0.23155023762956262, "lr": 0.002, "mask_rcnn/accuracy": 0.8971532469857046, "mask_rcnn/false_negative": 0.09035164542539123, "mask_rcnn/false_positive": 0.10765774531695452, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5739506210084073, "total_loss": 0.9334614466206403} {"data_time": 0.012854262502514757, "eta_seconds": 17785.354641728583, "fast_rcnn/cls_accuracy": 0.91259765625, "fast_rcnn/false_negative": 0.29004559270516717, "fast_rcnn/fg_cls_accuracy": 0.6859959893048129, "iteration": 238779, "loss_box_reg": 0.19980804668739438, "loss_cls": 0.15946166054345667, "loss_mask": 0.2254185201600194, "loss_rpn_cls": 0.023954972362844273, "loss_rpn_loc": 0.05478924798080698, "loss_sem_seg": 0.2225157697685063, "lr": 0.002, "mask_rcnn/accuracy": 0.8860131852009957, "mask_rcnn/false_negative": 0.0938251297692313, "mask_rcnn/false_positive": 0.1268077727093708, "roi_head/num_bg_samples": 430.5, "roi_head/num_fg_samples": 81.5, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5686069789953763, "total_loss": 0.9099802783202904} {"data_time": 0.012195225499453954, "eta_seconds": 17769.393428131196, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.25367421922841393, "fast_rcnn/fg_cls_accuracy": 0.746325780771586, "iteration": 238799, "loss_box_reg": 0.18918194063007832, "loss_cls": 0.15885620517656207, "loss_mask": 0.2182694748044014, "loss_rpn_cls": 0.025160748824418988, "loss_rpn_loc": 0.05677076743450016, "loss_sem_seg": 0.2086997500155121, "lr": 0.002, "mask_rcnn/accuracy": 0.8969918316578702, "mask_rcnn/false_negative": 0.08824238165495168, "mask_rcnn/false_positive": 0.09593962230648345, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5618010920006782, "total_loss": 0.880176632621442} {"data_time": 0.012458611498004757, "eta_seconds": 17756.312007585482, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.1943573667711599, "fast_rcnn/fg_cls_accuracy": 0.7591766723842196, "iteration": 238819, "loss_box_reg": 0.19127892144024372, "loss_cls": 0.15758982545230538, "loss_mask": 0.21520173456519842, "loss_rpn_cls": 0.024767362485363265, "loss_rpn_loc": 0.05095496242574882, "loss_sem_seg": 0.21548200771212578, "lr": 0.002, "mask_rcnn/accuracy": 0.9199509020115223, "mask_rcnn/false_negative": 0.07356763099259599, "mask_rcnn/false_positive": 0.09764803187584437, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5696173105097841, "total_loss": 0.8712326637805745} {"data_time": 0.013412807515123859, "eta_seconds": 17748.31503866968, "fast_rcnn/cls_accuracy": 0.95703125, "fast_rcnn/false_negative": 0.18875535996389076, "fast_rcnn/fg_cls_accuracy": 0.7439259958791209, "iteration": 238839, "loss_box_reg": 0.1965045199613087, "loss_cls": 0.1526219843653962, "loss_mask": 0.22000238578766584, "loss_rpn_cls": 0.024627022838103585, "loss_rpn_loc": 0.047372405271744356, "loss_sem_seg": 0.22047633933834732, "lr": 0.002, "mask_rcnn/accuracy": 0.9190560338718821, "mask_rcnn/false_negative": 0.0641062486439026, "mask_rcnn/false_positive": 0.08807700724167272, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.5762489450135035, "total_loss": 0.8846517091278656} {"data_time": 0.011881382000865415, "eta_seconds": 17735.22261291092, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.20783425844775538, "fast_rcnn/fg_cls_accuracy": 0.7208681778169015, "iteration": 238859, "loss_box_reg": 0.21769046690315008, "loss_cls": 0.16013619885779917, "loss_mask": 0.22108611278235912, "loss_rpn_cls": 0.024074429595202673, "loss_rpn_loc": 0.06316224481270183, "loss_sem_seg": 0.2302024132804945, "lr": 0.002, "mask_rcnn/accuracy": 0.9080584514977683, "mask_rcnn/false_negative": 0.07404308047528665, "mask_rcnn/false_positive": 0.1267126496475392, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5707575865089893, "total_loss": 0.9314951166743413} {"data_time": 0.014024581498233601, "eta_seconds": 17710.71669165806, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.21370023419203746, "fast_rcnn/fg_cls_accuracy": 0.7329763148728665, "iteration": 238879, "loss_box_reg": 0.20825050631538033, "loss_cls": 0.16613844456151128, "loss_mask": 0.21751229744404554, "loss_rpn_cls": 0.027569937708904035, "loss_rpn_loc": 0.057827376818750054, "loss_sem_seg": 0.21334553742781281, "lr": 0.002, "mask_rcnn/accuracy": 0.9055839872804159, "mask_rcnn/false_negative": 0.07853501990282852, "mask_rcnn/false_positive": 0.11083257592127914, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.546637814011774, "total_loss": 0.9235908495393232} {"data_time": 0.012677957507548854, "eta_seconds": 17702.91143212661, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.2609079667903197, "fast_rcnn/fg_cls_accuracy": 0.6682472204054938, "iteration": 238899, "loss_box_reg": 0.19434068957343698, "loss_cls": 0.16620389273157343, "loss_mask": 0.22300096647813916, "loss_rpn_cls": 0.025809480997850187, "loss_rpn_loc": 0.0581191035307711, "loss_sem_seg": 0.1985105468193069, "lr": 0.002, "mask_rcnn/accuracy": 0.9142288228422681, "mask_rcnn/false_negative": 0.08633082340898657, "mask_rcnn/false_positive": 0.09818488871761685, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.5719087470060913, "total_loss": 0.8720240790280513} {"data_time": 0.011726473501767032, "eta_seconds": 17690.273155437433, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.26825396825396824, "fast_rcnn/fg_cls_accuracy": 0.6988372093023256, "iteration": 238919, "loss_box_reg": 0.17453998560085893, "loss_cls": 0.13816492212936282, "loss_mask": 0.21563328430056572, "loss_rpn_cls": 0.023594984843839484, "loss_rpn_loc": 0.06189969871775247, "loss_sem_seg": 0.23769000126048923, "lr": 0.002, "mask_rcnn/accuracy": 0.9077263602345105, "mask_rcnn/false_negative": 0.06618283357778487, "mask_rcnn/false_positive": 0.10209970518264028, "roi_head/num_bg_samples": 456.25, "roi_head/num_fg_samples": 55.75, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5666469334973954, "total_loss": 0.8673813806090038} {"data_time": 0.012174843010143377, "eta_seconds": 17678.889819537406, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.21670484293193717, "fast_rcnn/fg_cls_accuracy": 0.7571989528795812, "iteration": 238939, "loss_box_reg": 0.21320624114014208, "loss_cls": 0.16275062644854188, "loss_mask": 0.2219567270949483, "loss_rpn_cls": 0.02762533077475382, "loss_rpn_loc": 0.06098509655566886, "loss_sem_seg": 0.21925284480676055, "lr": 0.002, "mask_rcnn/accuracy": 0.8982922580305376, "mask_rcnn/false_negative": 0.08357227270966265, "mask_rcnn/false_positive": 0.10069072373194705, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.5648768475075485, "total_loss": 0.8898259764537215} {"data_time": 0.013499363500159234, "eta_seconds": 17667.50648363738, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.21775893455973938, "fast_rcnn/fg_cls_accuracy": 0.7651484434833535, "iteration": 238959, "loss_box_reg": 0.21853573934640735, "loss_cls": 0.1639682111563161, "loss_mask": 0.22871329635381699, "loss_rpn_cls": 0.025930671792593785, "loss_rpn_loc": 0.061573380400659516, "loss_sem_seg": 0.21720263990573585, "lr": 0.002, "mask_rcnn/accuracy": 0.8877700456599873, "mask_rcnn/false_negative": 0.08821052891530204, "mask_rcnn/false_positive": 0.12862866389717081, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.570189306003158, "total_loss": 0.9361146524024662} {"data_time": 0.013302667997777462, "eta_seconds": 17657.374860486787, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.2875352443609023, "fast_rcnn/fg_cls_accuracy": 0.6724422442244224, "iteration": 238979, "loss_box_reg": 0.21363540063612163, "loss_cls": 0.17034567205701023, "loss_mask": 0.2349756071344018, "loss_rpn_cls": 0.02591474511245906, "loss_rpn_loc": 0.0629518098430708, "loss_sem_seg": 0.19007490295916796, "lr": 0.002, "mask_rcnn/accuracy": 0.9103977888915777, "mask_rcnn/false_negative": 0.07685361050595932, "mask_rcnn/false_positive": 0.09348559125432657, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5705204629921354, "total_loss": 0.9250335013639415} {"data_time": 0.012633071979507804, "eta_seconds": 17649.68132450462, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.20053606237816762, "fast_rcnn/fg_cls_accuracy": 0.7838413479742521, "iteration": 238999, "loss_box_reg": 0.2070606112247333, "loss_cls": 0.16440480365417898, "loss_mask": 0.22368162497878075, "loss_rpn_cls": 0.024549215112529055, "loss_rpn_loc": 0.06124157286831178, "loss_sem_seg": 0.2112146425060928, "lr": 0.002, "mask_rcnn/accuracy": 0.90896659144427, "mask_rcnn/false_negative": 0.06105767401196395, "mask_rcnn/false_positive": 0.10157136754045674, "roi_head/num_bg_samples": 432.75, "roi_head/num_fg_samples": 79.25, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.5706125700089615, "total_loss": 0.9013753719336819} {"data_time": 0.013245164504041895, "eta_seconds": 17638.294800634743, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.24375259443752595, "fast_rcnn/fg_cls_accuracy": 0.7228374797294624, "iteration": 239019, "loss_box_reg": 0.20119645074009895, "loss_cls": 0.16715085809119046, "loss_mask": 0.22985950717702508, "loss_rpn_cls": 0.01919516170528368, "loss_rpn_loc": 0.05733690557826776, "loss_sem_seg": 0.21184129756875336, "lr": 0.002, "mask_rcnn/accuracy": 0.9129458129777007, "mask_rcnn/false_negative": 0.0856560144331513, "mask_rcnn/false_positive": 0.09313188673216113, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5719415339845, "total_loss": 0.8834084610434729} {"data_time": 0.012661807995755225, "eta_seconds": 17631.030950477987, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.2171256819889575, "fast_rcnn/fg_cls_accuracy": 0.7828743180110425, "iteration": 239039, "loss_box_reg": 0.20966724562458694, "loss_cls": 0.1603556227637455, "loss_mask": 0.22916148323565722, "loss_rpn_cls": 0.022695135205140105, "loss_rpn_loc": 0.06764906327589415, "loss_sem_seg": 0.21859027119353414, "lr": 0.002, "mask_rcnn/accuracy": 0.9053358843537416, "mask_rcnn/false_negative": 0.09356631717459703, "mask_rcnn/false_positive": 0.10591833178070235, "roi_head/num_bg_samples": 431.75, "roi_head/num_fg_samples": 80.25, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 0.5683228205016349, "total_loss": 0.9309928203147138} {"data_time": 0.012453881499823183, "eta_seconds": 17615.521752894987, "fast_rcnn/cls_accuracy": 0.9609375, "fast_rcnn/false_negative": 0.17436401353859593, "fast_rcnn/fg_cls_accuracy": 0.7986703954469629, "iteration": 239059, "loss_box_reg": 0.20416319509968162, "loss_cls": 0.16019279841566458, "loss_mask": 0.2276367601007223, "loss_rpn_cls": 0.02468394470633939, "loss_rpn_loc": 0.06422212335746735, "loss_sem_seg": 0.21518546692095697, "lr": 0.002, "mask_rcnn/accuracy": 0.9065892599680747, "mask_rcnn/false_negative": 0.08376198643862748, "mask_rcnn/false_positive": 0.09789131481345534, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5699374569958309, "total_loss": 0.9506883230424137} {"data_time": 0.011881001482834108, "eta_seconds": 17599.694185032276, "fast_rcnn/cls_accuracy": 0.9599609375, "fast_rcnn/false_negative": 0.15733905113451307, "fast_rcnn/fg_cls_accuracy": 0.8400798654897016, "iteration": 239079, "loss_box_reg": 0.2059419103898108, "loss_cls": 0.15914412715937942, "loss_mask": 0.21681264461949468, "loss_rpn_cls": 0.024347394712094683, "loss_rpn_loc": 0.06064728868659586, "loss_sem_seg": 0.19612847664393485, "lr": 0.002, "mask_rcnn/accuracy": 0.90719561468976, "mask_rcnn/false_negative": 0.07622426532477519, "mask_rcnn/false_positive": 0.09862016790428195, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 0.5579356655071024, "total_loss": 0.908843391962364} {"data_time": 0.012264236996998079, "eta_seconds": 17588.31053367234, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.22671763647685603, "fast_rcnn/fg_cls_accuracy": 0.7458791208791209, "iteration": 239099, "loss_box_reg": 0.2187560221645981, "loss_cls": 0.16655915812589228, "loss_mask": 0.22691025538370013, "loss_rpn_cls": 0.02828212907206762, "loss_rpn_loc": 0.06710138270864263, "loss_sem_seg": 0.21506639057770371, "lr": 0.002, "mask_rcnn/accuracy": 0.9046097109432283, "mask_rcnn/false_negative": 0.09036757924188638, "mask_rcnn/false_positive": 0.10181764216525772, "roi_head/num_bg_samples": 418.0, "roi_head/num_fg_samples": 94.0, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.5704137360153254, "total_loss": 0.9258493814413669} {"data_time": 0.012697090016445145, "eta_seconds": 17576.9268823124, "fast_rcnn/cls_accuracy": 0.9599609375, "fast_rcnn/false_negative": 0.2316531860327481, "fast_rcnn/fg_cls_accuracy": 0.73828125, "iteration": 239119, "loss_box_reg": 0.19658291689120233, "loss_cls": 0.16910964343696833, "loss_mask": 0.22155405022203922, "loss_rpn_cls": 0.025530021724989638, "loss_rpn_loc": 0.07146225916221738, "loss_sem_seg": 0.24588529719039798, "lr": 0.002, "mask_rcnn/accuracy": 0.8961668719211823, "mask_rcnn/false_negative": 0.10030162920423324, "mask_rcnn/false_positive": 0.1092616088067424, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5631587495154236, "total_loss": 0.9500482370131067} {"data_time": 0.012574262495036237, "eta_seconds": 17560.3457916584, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.25346602608098834, "fast_rcnn/fg_cls_accuracy": 0.7419056429232191, "iteration": 239139, "loss_box_reg": 0.21014172164723277, "loss_cls": 0.16312621568795294, "loss_mask": 0.2269064448773861, "loss_rpn_cls": 0.025658386439317837, "loss_rpn_loc": 0.05484278957010247, "loss_sem_seg": 0.20944872591644526, "lr": 0.002, "mask_rcnn/accuracy": 0.9010509094942325, "mask_rcnn/false_negative": 0.08969816604248085, "mask_rcnn/false_positive": 0.10459304405417075, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5625187289988389, "total_loss": 0.9138799144075165} {"data_time": 0.013144154989277013, "eta_seconds": 17546.91495198675, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.26666666666666666, "fast_rcnn/fg_cls_accuracy": 0.6978015448603684, "iteration": 239159, "loss_box_reg": 0.21765880519524217, "loss_cls": 0.1628021625801921, "loss_mask": 0.2331019351258874, "loss_rpn_cls": 0.022456700877228286, "loss_rpn_loc": 0.06548528591520153, "loss_sem_seg": 0.19212739006616175, "lr": 0.002, "mask_rcnn/accuracy": 0.9020370648259304, "mask_rcnn/false_negative": 0.0817480691812699, "mask_rcnn/false_positive": 0.11806883015444933, "roi_head/num_bg_samples": 428.5, "roi_head/num_fg_samples": 83.5, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5685449399898062, "total_loss": 0.8954295030562207} {"data_time": 0.012572881489177234, "eta_seconds": 17535.26821004742, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.2638073518786127, "fast_rcnn/fg_cls_accuracy": 0.7197956525278841, "iteration": 239179, "loss_box_reg": 0.18926443438977003, "loss_cls": 0.15686747268773615, "loss_mask": 0.22508881660178304, "loss_rpn_cls": 0.01842123200185597, "loss_rpn_loc": 0.06116911911522038, "loss_sem_seg": 0.1906710136681795, "lr": 0.002, "mask_rcnn/accuracy": 0.8898927843010773, "mask_rcnn/false_negative": 0.0854297637035001, "mask_rcnn/false_positive": 0.11676993815566247, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5653365589969326, "total_loss": 0.8624596606750856} {"data_time": 0.012841819494497031, "eta_seconds": 17525.087574327306, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.21331188725490197, "fast_rcnn/fg_cls_accuracy": 0.747656940760389, "iteration": 239199, "loss_box_reg": 0.20617116964422166, "loss_cls": 0.16233494598418474, "loss_mask": 0.21734150452539325, "loss_rpn_cls": 0.026143338887777645, "loss_rpn_loc": 0.06652597291395068, "loss_sem_seg": 0.21428130829008296, "lr": 0.002, "mask_rcnn/accuracy": 0.8908278261977692, "mask_rcnn/false_negative": 0.08264022819559999, "mask_rcnn/false_positive": 0.121720955781765, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.560237503508688, "total_loss": 0.9177093273865466} {"data_time": 0.012960473512066528, "eta_seconds": 17506.34240066394, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.2757685352622061, "fast_rcnn/fg_cls_accuracy": 0.6923639020825721, "iteration": 239219, "loss_box_reg": 0.19886427838355303, "loss_cls": 0.14655046770349145, "loss_mask": 0.215535840485245, "loss_rpn_cls": 0.025059994910407113, "loss_rpn_loc": 0.0556934141786769, "loss_sem_seg": 0.21656649559736252, "lr": 0.002, "mask_rcnn/accuracy": 0.9067867788267633, "mask_rcnn/false_negative": 0.08963778951924616, "mask_rcnn/false_positive": 0.08498234500756613, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5551548124931287, "total_loss": 0.8401078503084136} {"data_time": 0.01214594101475086, "eta_seconds": 17492.022308816202, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.23876123876123878, "fast_rcnn/fg_cls_accuracy": 0.7492942836979535, "iteration": 239239, "loss_box_reg": 0.2064807884162292, "loss_cls": 0.16632739664055407, "loss_mask": 0.22033168515190482, "loss_rpn_cls": 0.02616602532361867, "loss_rpn_loc": 0.06127913514501415, "loss_sem_seg": 0.20705607580021024, "lr": 0.002, "mask_rcnn/accuracy": 0.9087026079164927, "mask_rcnn/false_negative": 0.08293798787175087, "mask_rcnn/false_positive": 0.10016736031902136, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5697341925115325, "total_loss": 0.8929292356624501} {"data_time": 0.012945230497280136, "eta_seconds": 17483.592857243435, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.22823261858349575, "fast_rcnn/fg_cls_accuracy": 0.7528067986901605, "iteration": 239259, "loss_box_reg": 0.21916748862713575, "loss_cls": 0.1679153172299266, "loss_mask": 0.23011402413249016, "loss_rpn_cls": 0.02628734791505849, "loss_rpn_loc": 0.049313865427393466, "loss_sem_seg": 0.232238236698322, "lr": 0.002, "mask_rcnn/accuracy": 0.8995348076896982, "mask_rcnn/false_negative": 0.07497949206091883, "mask_rcnn/false_positive": 0.1173242183830299, "roi_head/num_bg_samples": 430.75, "roi_head/num_fg_samples": 81.25, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5722822280076798, "total_loss": 0.9356732755404664} {"data_time": 0.011308340996038169, "eta_seconds": 17479.569344206655, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.29733855445675983, "fast_rcnn/fg_cls_accuracy": 0.6844206535073045, "iteration": 239279, "loss_box_reg": 0.22709351824596524, "loss_cls": 0.16913788695819676, "loss_mask": 0.22446896601468325, "loss_rpn_cls": 0.024336699316336308, "loss_rpn_loc": 0.05897384067066014, "loss_sem_seg": 0.2283765054307878, "lr": 0.002, "mask_rcnn/accuracy": 0.8871106899777756, "mask_rcnn/false_negative": 0.08860532274582367, "mask_rcnn/false_positive": 0.12990783033956418, "roi_head/num_bg_samples": 420.75, "roi_head/num_fg_samples": 91.25, "rpn/num_neg_anchors": 206.25, "rpn/num_pos_anchors": 49.75, "time": 0.575299634001567, "total_loss": 0.9435949487087782} {"data_time": 0.0129939159960486, "eta_seconds": 17463.5503589234, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.27526395173454, "fast_rcnn/fg_cls_accuracy": 0.6899038461538461, "iteration": 239299, "loss_box_reg": 0.21213254716712981, "loss_cls": 0.16342733416240662, "loss_mask": 0.22924715047702193, "loss_rpn_cls": 0.022713933354680194, "loss_rpn_loc": 0.058608435705536976, "loss_sem_seg": 0.19586945022456348, "lr": 0.002, "mask_rcnn/accuracy": 0.8971074438575952, "mask_rcnn/false_negative": 0.10471057692529359, "mask_rcnn/false_positive": 0.10166819906787622, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5590040140086785, "total_loss": 0.9240615003382118} {"data_time": 0.012507662497228011, "eta_seconds": 17444.62689566672, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.24272767462422634, "fast_rcnn/fg_cls_accuracy": 0.6848734618063617, "iteration": 239319, "loss_box_reg": 0.2064869157038629, "loss_cls": 0.16161040193401277, "loss_mask": 0.21921034902334213, "loss_rpn_cls": 0.02481691091452376, "loss_rpn_loc": 0.05956139546469785, "loss_sem_seg": 0.21272073965519667, "lr": 0.002, "mask_rcnn/accuracy": 0.9167688291738185, "mask_rcnn/false_negative": 0.07735195534993411, "mask_rcnn/false_positive": 0.10940386467018351, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5658104370086221, "total_loss": 0.8678116224473342} {"data_time": 0.012962494496605359, "eta_seconds": 17430.211010890052, "fast_rcnn/cls_accuracy": 0.9658203125, "fast_rcnn/false_negative": 0.1601063829787234, "fast_rcnn/fg_cls_accuracy": 0.8398936170212765, "iteration": 239339, "loss_box_reg": 0.20290095335803926, "loss_cls": 0.1566609248984605, "loss_mask": 0.21958956494927406, "loss_rpn_cls": 0.03207167689106427, "loss_rpn_loc": 0.05204270643298514, "loss_sem_seg": 0.21541106782387942, "lr": 0.002, "mask_rcnn/accuracy": 0.9142837492139713, "mask_rcnn/false_negative": 0.07091832023804502, "mask_rcnn/false_positive": 0.09208589223657726, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 0.5546211369946832, "total_loss": 0.9215934555395506} {"data_time": 0.011004089494235814, "eta_seconds": 17421.883664486944, "fast_rcnn/cls_accuracy": 0.95703125, "fast_rcnn/false_negative": 0.18459915611814345, "fast_rcnn/fg_cls_accuracy": 0.793483356774496, "iteration": 239359, "loss_box_reg": 0.21670258650556207, "loss_cls": 0.15715979132801294, "loss_mask": 0.22593256831169128, "loss_rpn_cls": 0.023638138984097168, "loss_rpn_loc": 0.06367305875755847, "loss_sem_seg": 0.21075088996440172, "lr": 0.002, "mask_rcnn/accuracy": 0.9094061068955318, "mask_rcnn/false_negative": 0.10071720481605548, "mask_rcnn/false_positive": 0.07784642871538217, "roi_head/num_bg_samples": 458.75, "roi_head/num_fg_samples": 53.25, "rpn/num_neg_anchors": 241.0, "rpn/num_pos_anchors": 15.0, "time": 0.5643165034853155, "total_loss": 0.8937955588698969} {"data_time": 0.01208028149267193, "eta_seconds": 17405.3363190237, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.2871738628492265, "fast_rcnn/fg_cls_accuracy": 0.6853543133802817, "iteration": 239379, "loss_box_reg": 0.20320178242400289, "loss_cls": 0.15993275865912437, "loss_mask": 0.22299966448917985, "loss_rpn_cls": 0.02554474443604704, "loss_rpn_loc": 0.057587579474784434, "loss_sem_seg": 0.22531459061428905, "lr": 0.002, "mask_rcnn/accuracy": 0.9133623115429046, "mask_rcnn/false_negative": 0.0754033050640077, "mask_rcnn/false_positive": 0.10604661774858878, "roi_head/num_bg_samples": 462.0, "roi_head/num_fg_samples": 50.0, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5686121475155232, "total_loss": 0.8949849141863524} {"data_time": 0.012862957009929232, "eta_seconds": 17393.55094621067, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.2377136752136752, "fast_rcnn/fg_cls_accuracy": 0.7350427350427351, "iteration": 239399, "loss_box_reg": 0.18937879032455385, "loss_cls": 0.15987446787767112, "loss_mask": 0.22211408987641335, "loss_rpn_cls": 0.025001358124427497, "loss_rpn_loc": 0.05580043433292303, "loss_sem_seg": 0.19627991260495037, "lr": 0.002, "mask_rcnn/accuracy": 0.9025711672392671, "mask_rcnn/false_negative": 0.08480733367393199, "mask_rcnn/false_positive": 0.1134546420040149, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5684534799947869, "total_loss": 0.8877595357153041} {"data_time": 0.01262904099712614, "eta_seconds": 17380.372435931917, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.28572750833024807, "fast_rcnn/fg_cls_accuracy": 0.6895687822654115, "iteration": 239419, "loss_box_reg": 0.18154339073225856, "loss_cls": 0.14965135930106044, "loss_mask": 0.223427957855165, "loss_rpn_cls": 0.024829960697388742, "loss_rpn_loc": 0.06006214597437065, "loss_sem_seg": 0.2245213232235983, "lr": 0.002, "mask_rcnn/accuracy": 0.9164405123751629, "mask_rcnn/false_negative": 0.08027927233819054, "mask_rcnn/false_positive": 0.0812203201910663, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5742495050071739, "total_loss": 0.8590253504958127} {"data_time": 0.013591033493867144, "eta_seconds": 17360.524109226622, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.23661101997491074, "fast_rcnn/fg_cls_accuracy": 0.7405099196058091, "iteration": 239439, "loss_box_reg": 0.2212907422799617, "loss_cls": 0.17039146926254034, "loss_mask": 0.2195447818376124, "loss_rpn_cls": 0.02760768106963951, "loss_rpn_loc": 0.06906246929429471, "loss_sem_seg": 0.21076096314936876, "lr": 0.002, "mask_rcnn/accuracy": 0.909714504493706, "mask_rcnn/false_negative": 0.07358185614735747, "mask_rcnn/false_positive": 0.11035755590797403, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.5583148125006119, "total_loss": 0.9214093713435432} {"data_time": 0.012126829999033362, "eta_seconds": 17349.162881446624, "fast_rcnn/cls_accuracy": 0.95654296875, "fast_rcnn/false_negative": 0.2191846346309515, "fast_rcnn/fg_cls_accuracy": 0.7761424681727869, "iteration": 239459, "loss_box_reg": 0.18622480845078826, "loss_cls": 0.14605551381828263, "loss_mask": 0.21662068460136652, "loss_rpn_cls": 0.023436717965523712, "loss_rpn_loc": 0.04884443547052797, "loss_sem_seg": 0.21006708359345794, "lr": 0.002, "mask_rcnn/accuracy": 0.9102857301919757, "mask_rcnn/false_negative": 0.07676967317713375, "mask_rcnn/false_positive": 0.09905637102954304, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 236.5, "rpn/num_pos_anchors": 19.5, "time": 0.5631305344868451, "total_loss": 0.8526735087980342} {"data_time": 0.013991451996844262, "eta_seconds": 17336.620079138593, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.23036135113904163, "fast_rcnn/fg_cls_accuracy": 0.7166882976422237, "iteration": 239479, "loss_box_reg": 0.21657775179482996, "loss_cls": 0.1719131888821721, "loss_mask": 0.22834633337333798, "loss_rpn_cls": 0.027607255229668226, "loss_rpn_loc": 0.059051454649306834, "loss_sem_seg": 0.20216033374890685, "lr": 0.002, "mask_rcnn/accuracy": 0.9043692251976002, "mask_rcnn/false_negative": 0.08346472685898008, "mask_rcnn/false_positive": 0.10352913474605985, "roi_head/num_bg_samples": 422.25, "roi_head/num_fg_samples": 89.75, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.5606526639894582, "total_loss": 0.9411177315359964} {"data_time": 0.012319469475187361, "eta_seconds": 17326.440425886627, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.286692759295499, "fast_rcnn/fg_cls_accuracy": 0.7120651369356032, "iteration": 239499, "loss_box_reg": 0.18403741298243403, "loss_cls": 0.1421731006121263, "loss_mask": 0.22436152026057243, "loss_rpn_cls": 0.025278683424403425, "loss_rpn_loc": 0.06519851228222251, "loss_sem_seg": 0.21544502023607492, "lr": 0.002, "mask_rcnn/accuracy": 0.8962622418565042, "mask_rcnn/false_negative": 0.08633828572649016, "mask_rcnn/false_positive": 0.12075087306223538, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5707737604971044, "total_loss": 0.8948627271674923} {"data_time": 0.011954976493143477, "eta_seconds": 17313.899172118327, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.224609375, "fast_rcnn/fg_cls_accuracy": 0.769930786977698, "iteration": 239519, "loss_box_reg": 0.20180492335930467, "loss_cls": 0.15904025174677372, "loss_mask": 0.22006476810202003, "loss_rpn_cls": 0.028496907400040072, "loss_rpn_loc": 0.05673954670783132, "loss_sem_seg": 0.19920128746889532, "lr": 0.002, "mask_rcnn/accuracy": 0.9131127590667156, "mask_rcnn/false_negative": 0.08226185032231559, "mask_rcnn/false_positive": 0.10610180275964792, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5616630540025653, "total_loss": 0.8933991677768063} {"data_time": 0.01168095449975226, "eta_seconds": 17303.71797032663, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.2699792960662526, "fast_rcnn/fg_cls_accuracy": 0.6989397321428572, "iteration": 239539, "loss_box_reg": 0.20456750830635428, "loss_cls": 0.15878947381861508, "loss_mask": 0.21966243628412485, "loss_rpn_cls": 0.025120612906448514, "loss_rpn_loc": 0.06530543389089871, "loss_sem_seg": 0.2381145404651761, "lr": 0.002, "mask_rcnn/accuracy": 0.9018614909017795, "mask_rcnn/false_negative": 0.08414168676626077, "mask_rcnn/false_positive": 0.1244784803760108, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.5771257514861645, "total_loss": 0.9099591135191076} {"data_time": 0.013330871996004134, "eta_seconds": 17292.35674254663, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.24684873949579833, "fast_rcnn/fg_cls_accuracy": 0.7300420168067228, "iteration": 239559, "loss_box_reg": 0.23165462678298354, "loss_cls": 0.18063454364892095, "loss_mask": 0.23035867977887392, "loss_rpn_cls": 0.0296505475507729, "loss_rpn_loc": 0.07414078392321244, "loss_sem_seg": 0.2111002798192203, "lr": 0.002, "mask_rcnn/accuracy": 0.9084054562721828, "mask_rcnn/false_negative": 0.08696670144443763, "mask_rcnn/false_positive": 0.0979360347118357, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 235.75, "rpn/num_pos_anchors": 20.25, "time": 0.5614965554996161, "total_loss": 0.9664083133729946} {"data_time": 0.01304229800007306, "eta_seconds": 17278.74834592959, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.19697779605263158, "fast_rcnn/fg_cls_accuracy": 0.7897644664146555, "iteration": 239579, "loss_box_reg": 0.20788159407675266, "loss_cls": 0.1519835921935737, "loss_mask": 0.22489696322008967, "loss_rpn_cls": 0.023809035286831204, "loss_rpn_loc": 0.0558592074085027, "loss_sem_seg": 0.2128023651894182, "lr": 0.002, "mask_rcnn/accuracy": 0.9000824055382695, "mask_rcnn/false_negative": 0.09065606709901203, "mask_rcnn/false_positive": 0.10552713238522451, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5688126594759524, "total_loss": 0.8964867355825845} {"data_time": 0.012494283000705764, "eta_seconds": 17267.388595529585, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.2090849188699448, "fast_rcnn/fg_cls_accuracy": 0.7276002506265664, "iteration": 239599, "loss_box_reg": 0.20910626224940643, "loss_cls": 0.17151311645284295, "loss_mask": 0.2223007525317371, "loss_rpn_cls": 0.026478806030354463, "loss_rpn_loc": 0.05871415756701026, "loss_sem_seg": 0.20564915286377072, "lr": 0.002, "mask_rcnn/accuracy": 0.9201021280831119, "mask_rcnn/false_negative": 0.07825581883279867, "mask_rcnn/false_positive": 0.0859855524447079, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5793727419950301, "total_loss": 0.9116851009712263} {"data_time": 0.013170763500966132, "eta_seconds": 17255.640135577647, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.24211414319248825, "fast_rcnn/fg_cls_accuracy": 0.7456352699530516, "iteration": 239619, "loss_box_reg": 0.20758386724628508, "loss_cls": 0.1665292870020494, "loss_mask": 0.22703293524682522, "loss_rpn_cls": 0.02393644752646651, "loss_rpn_loc": 0.07007122441427782, "loss_sem_seg": 0.23059280589222908, "lr": 0.002, "mask_rcnn/accuracy": 0.8769383094866254, "mask_rcnn/false_negative": 0.09975399268673349, "mask_rcnn/false_positive": 0.12336596201362471, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5622596004977822, "total_loss": 0.9598425076837884} {"data_time": 0.01294685852190014, "eta_seconds": 17242.17932620774, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.31226053639846746, "fast_rcnn/fg_cls_accuracy": 0.6787994891443168, "iteration": 239639, "loss_box_reg": 0.20281822234392166, "loss_cls": 0.17143072746694088, "loss_mask": 0.21356954332441092, "loss_rpn_cls": 0.02584234791720519, "loss_rpn_loc": 0.07320295387762599, "loss_sem_seg": 0.18390904646366835, "lr": 0.002, "mask_rcnn/accuracy": 0.8965976022678318, "mask_rcnn/false_negative": 0.10054941068690568, "mask_rcnn/false_positive": 0.10976855055756629, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.5755696919950424, "total_loss": 0.8647254996030824} {"data_time": 0.01251307051279582, "eta_seconds": 17223.000822782735, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.2357384891369344, "fast_rcnn/fg_cls_accuracy": 0.720168404170008, "iteration": 239659, "loss_box_reg": 0.21589769842103124, "loss_cls": 0.16264905291609466, "loss_mask": 0.22816844237968326, "loss_rpn_cls": 0.02455726057087304, "loss_rpn_loc": 0.06506738002644852, "loss_sem_seg": 0.21900056232698262, "lr": 0.002, "mask_rcnn/accuracy": 0.9109121466744585, "mask_rcnn/false_negative": 0.08992491404111863, "mask_rcnn/false_positive": 0.10407384111636518, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.5625966469960986, "total_loss": 0.9085531316814013} {"data_time": 0.012537565504317172, "eta_seconds": 17204.965240727324, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.23348714004955995, "fast_rcnn/fg_cls_accuracy": 0.7185169248422261, "iteration": 239679, "loss_box_reg": 0.20064687030389905, "loss_cls": 0.16128625045530498, "loss_mask": 0.216016982216388, "loss_rpn_cls": 0.02153603204715182, "loss_rpn_loc": 0.0575954646919854, "loss_sem_seg": 0.19054674496874213, "lr": 0.002, "mask_rcnn/accuracy": 0.9060045149011986, "mask_rcnn/false_negative": 0.08154840406592569, "mask_rcnn/false_positive": 0.10207837493910901, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5751374589890474, "total_loss": 0.8333629263433977} {"data_time": 0.012074877507984638, "eta_seconds": 17189.524512588323, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.20184275184275186, "fast_rcnn/fg_cls_accuracy": 0.7796451914098973, "iteration": 239699, "loss_box_reg": 0.21478471998125315, "loss_cls": 0.1606582230888307, "loss_mask": 0.2243301523849368, "loss_rpn_cls": 0.025513255939586088, "loss_rpn_loc": 0.05114978860365227, "loss_sem_seg": 0.216735630761832, "lr": 0.002, "mask_rcnn/accuracy": 0.9075252869004744, "mask_rcnn/false_negative": 0.08235922167144671, "mask_rcnn/false_positive": 0.10144332570543813, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5604447009973228, "total_loss": 0.896667958200851} {"data_time": 0.012672174998442642, "eta_seconds": 17168.972379420535, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.2535139926554388, "fast_rcnn/fg_cls_accuracy": 0.7245639534883721, "iteration": 239719, "loss_box_reg": 0.20579838240519166, "loss_cls": 0.15088376868516207, "loss_mask": 0.2398391435854137, "loss_rpn_cls": 0.02544151442225484, "loss_rpn_loc": 0.05886310673668049, "loss_sem_seg": 0.19930291129276156, "lr": 0.002, "mask_rcnn/accuracy": 0.9057115316347752, "mask_rcnn/false_negative": 0.08535938991332306, "mask_rcnn/false_positive": 0.1097070716380125, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5755969480087515, "total_loss": 0.9026061323893373} {"data_time": 0.012448052002582699, "eta_seconds": 17161.19148846247, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.21899302093718842, "fast_rcnn/fg_cls_accuracy": 0.7780658025922234, "iteration": 239739, "loss_box_reg": 0.2166041238233447, "loss_cls": 0.16510638711042702, "loss_mask": 0.2354930085130036, "loss_rpn_cls": 0.028650467125771684, "loss_rpn_loc": 0.05689064688340295, "loss_sem_seg": 0.21536984166596085, "lr": 0.002, "mask_rcnn/accuracy": 0.9100391099904392, "mask_rcnn/false_negative": 0.07090015824672181, "mask_rcnn/false_positive": 0.11030813730676606, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5785143109969795, "total_loss": 0.9189359730080469} {"data_time": 0.012780572506017052, "eta_seconds": 17139.435232155505, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.23810773703763527, "fast_rcnn/fg_cls_accuracy": 0.679394449116905, "iteration": 239759, "loss_box_reg": 0.22162319510243833, "loss_cls": 0.16129922401160002, "loss_mask": 0.23412069957703352, "loss_rpn_cls": 0.02445979215008265, "loss_rpn_loc": 0.06479928403859958, "loss_sem_seg": 0.21480231126770377, "lr": 0.002, "mask_rcnn/accuracy": 0.88466117164319, "mask_rcnn/false_negative": 0.1040450204461486, "mask_rcnn/false_positive": 0.13833973171823738, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5614075954945292, "total_loss": 0.9348463992428151} {"data_time": 0.013019580015679821, "eta_seconds": 17135.095211575448, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.24387806096951525, "fast_rcnn/fg_cls_accuracy": 0.6991666666666667, "iteration": 239779, "loss_box_reg": 0.2197806283365935, "loss_cls": 0.17372052650898695, "loss_mask": 0.2348693977110088, "loss_rpn_cls": 0.027064175505074672, "loss_rpn_loc": 0.07875477275229059, "loss_sem_seg": 0.22366721695289016, "lr": 0.002, "mask_rcnn/accuracy": 0.9093406202193797, "mask_rcnn/false_negative": 0.07228395708302995, "mask_rcnn/false_positive": 0.10197350977836563, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5714596865000203, "total_loss": 0.9499681151646655} {"data_time": 0.012353254001936875, "eta_seconds": 17127.30717019798, "fast_rcnn/cls_accuracy": 0.96044921875, "fast_rcnn/false_negative": 0.17903431909456005, "fast_rcnn/fg_cls_accuracy": 0.7946586599241466, "iteration": 239799, "loss_box_reg": 0.19187221257016063, "loss_cls": 0.1540721890050918, "loss_mask": 0.21060736128129065, "loss_rpn_cls": 0.021704112994484603, "loss_rpn_loc": 0.05560166065697558, "loss_sem_seg": 0.2225579433143139, "lr": 0.002, "mask_rcnn/accuracy": 0.9192825106786902, "mask_rcnn/false_negative": 0.07772193205295594, "mask_rcnn/false_positive": 0.09190223986168869, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5612186704966007, "total_loss": 0.8426428030679745} {"data_time": 0.013063195016002283, "eta_seconds": 17121.44943448824, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.23732202847544392, "fast_rcnn/fg_cls_accuracy": 0.7226043832986722, "iteration": 239819, "loss_box_reg": 0.19839064544066787, "loss_cls": 0.1593673147726804, "loss_mask": 0.22099399380385876, "loss_rpn_cls": 0.024540395086660283, "loss_rpn_loc": 0.05569776683114469, "loss_sem_seg": 0.19830702035687864, "lr": 0.002, "mask_rcnn/accuracy": 0.900275319918177, "mask_rcnn/false_negative": 0.08308125673184405, "mask_rcnn/false_positive": 0.10396521888967522, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5742054785077926, "total_loss": 0.8712006558871508} {"data_time": 0.012344269009190612, "eta_seconds": 17110.103588138227, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.23126444371079563, "fast_rcnn/fg_cls_accuracy": 0.7545086492454913, "iteration": 239839, "loss_box_reg": 0.19157897029072046, "loss_cls": 0.16115895379334688, "loss_mask": 0.2200088817626238, "loss_rpn_cls": 0.026710867166912067, "loss_rpn_loc": 0.05684708531771321, "loss_sem_seg": 0.2252580039203167, "lr": 0.002, "mask_rcnn/accuracy": 0.9045439718440568, "mask_rcnn/false_negative": 0.07785710073619892, "mask_rcnn/false_positive": 0.11871767781583936, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5732561999902828, "total_loss": 0.876959368804819} {"data_time": 0.01364519000344444, "eta_seconds": 17097.645418135377, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.24055727554179565, "fast_rcnn/fg_cls_accuracy": 0.7176708633093525, "iteration": 239859, "loss_box_reg": 0.19809627428185195, "loss_cls": 0.15129373758099973, "loss_mask": 0.22103279875591397, "loss_rpn_cls": 0.022463939912995556, "loss_rpn_loc": 0.060174429541802965, "loss_sem_seg": 0.21448405040428042, "lr": 0.002, "mask_rcnn/accuracy": 0.9148656131614322, "mask_rcnn/false_negative": 0.07383801193072892, "mask_rcnn/false_positive": 0.074523341242505, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5793622019991744, "total_loss": 0.8722658945935109} {"data_time": 0.012292840998270549, "eta_seconds": 17099.51485961808, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.2284961415396198, "fast_rcnn/fg_cls_accuracy": 0.7319217995169083, "iteration": 239879, "loss_box_reg": 0.19984707445837557, "loss_cls": 0.16767645231448114, "loss_mask": 0.22384405648335814, "loss_rpn_cls": 0.026270769238180947, "loss_rpn_loc": 0.06129089521346032, "loss_sem_seg": 0.20051936456002295, "lr": 0.002, "mask_rcnn/accuracy": 0.9184747583243824, "mask_rcnn/false_negative": 0.08886327810295155, "mask_rcnn/false_positive": 0.09942081173910933, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.565481165991514, "total_loss": 0.9015954847272951} {"data_time": 0.011573516501812264, "eta_seconds": 17086.765359302037, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.18472360695690704, "fast_rcnn/fg_cls_accuracy": 0.7961601919904004, "iteration": 239899, "loss_box_reg": 0.1886917077936232, "loss_cls": 0.13846653094515204, "loss_mask": 0.2102109817788005, "loss_rpn_cls": 0.01982148861134192, "loss_rpn_loc": 0.05282234065816738, "loss_sem_seg": 0.19650858151726425, "lr": 0.002, "mask_rcnn/accuracy": 0.9055434823236509, "mask_rcnn/false_negative": 0.09295818523765464, "mask_rcnn/false_positive": 0.10027042571927977, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5676471280166879, "total_loss": 0.8262827387716243} {"data_time": 0.013285146007547155, "eta_seconds": 17076.80709445807, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.25953688063063063, "fast_rcnn/fg_cls_accuracy": 0.7186940214957456, "iteration": 239919, "loss_box_reg": 0.19393152138218284, "loss_cls": 0.15740494284546003, "loss_mask": 0.2205565576441586, "loss_rpn_cls": 0.02538289804579108, "loss_rpn_loc": 0.06433957534318324, "loss_sem_seg": 0.20972396293655038, "lr": 0.002, "mask_rcnn/accuracy": 0.8884460034013605, "mask_rcnn/false_negative": 0.07493464767336772, "mask_rcnn/false_positive": 0.12282092010337324, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.5715129945165245, "total_loss": 0.8672130671620835} {"data_time": 0.012697719488642178, "eta_seconds": 17064.05944872192, "fast_rcnn/cls_accuracy": 0.95556640625, "fast_rcnn/false_negative": 0.1785538127651179, "fast_rcnn/fg_cls_accuracy": 0.7866255067504742, "iteration": 239939, "loss_box_reg": 0.2170309037901461, "loss_cls": 0.17478387244045734, "loss_mask": 0.22630514297634363, "loss_rpn_cls": 0.02635154064046219, "loss_rpn_loc": 0.07036801963113248, "loss_sem_seg": 0.20694512175396085, "lr": 0.002, "mask_rcnn/accuracy": 0.9132750414393869, "mask_rcnn/false_negative": 0.08705970512519873, "mask_rcnn/false_positive": 0.08385141539406243, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5632437565072905, "total_loss": 0.9662750520801637} {"data_time": 0.013040948513662443, "eta_seconds": 17046.71634804737, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.2856870955462505, "fast_rcnn/fg_cls_accuracy": 0.6960093896713615, "iteration": 239959, "loss_box_reg": 0.20941525185480714, "loss_cls": 0.15566637529991567, "loss_mask": 0.23097805865108967, "loss_rpn_cls": 0.028246730435057543, "loss_rpn_loc": 0.06401375762652606, "loss_sem_seg": 0.21999490773305297, "lr": 0.002, "mask_rcnn/accuracy": 0.8990219189224231, "mask_rcnn/false_negative": 0.07914434129411496, "mask_rcnn/false_positive": 0.10549682316518535, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5647224175045267, "total_loss": 0.9270185442874208} {"data_time": 0.012111671007005498, "eta_seconds": 17041.260893469138, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.25219298245614036, "fast_rcnn/fg_cls_accuracy": 0.7346153846153847, "iteration": 239979, "loss_box_reg": 0.2048714483389631, "loss_cls": 0.1517220325767994, "loss_mask": 0.22382522653788328, "loss_rpn_cls": 0.022796544190441637, "loss_rpn_loc": 0.06112392856448423, "loss_sem_seg": 0.19598961423616856, "lr": 0.002, "mask_rcnn/accuracy": 0.8980436862244898, "mask_rcnn/false_negative": 0.08845015206532886, "mask_rcnn/false_positive": 0.12116672837601052, "roi_head/num_bg_samples": 428.5, "roi_head/num_fg_samples": 83.5, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5711952744895825, "total_loss": 0.8565043392177358} {"data_time": 0.012979263497982174, "eta_seconds": 17034.554254610906, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.2691146413972501, "fast_rcnn/fg_cls_accuracy": 0.73088535860275, "iteration": 239999, "loss_box_reg": 0.2002990054897964, "loss_cls": 0.16976932785473764, "loss_mask": 0.22918590810149908, "loss_rpn_cls": 0.02593735205300618, "loss_rpn_loc": 0.04872564220568165, "loss_sem_seg": 0.22873461479321122, "lr": 0.002, "mask_rcnn/accuracy": 0.8983040694051103, "mask_rcnn/false_negative": 0.09305294432859784, "mask_rcnn/false_positive": 0.11315318397416722, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5747540285083232, "total_loss": 0.945259083644487} {"data_time": 0.012479626006097533, "eta_seconds": 17023.198263640865, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.30336563645887904, "fast_rcnn/fg_cls_accuracy": 0.6617550574084199, "iteration": 240019, "loss_box_reg": 0.2126971350517124, "loss_cls": 0.16053791344165802, "loss_mask": 0.22921809926629066, "loss_rpn_cls": 0.023924008528410923, "loss_rpn_loc": 0.05408438836457208, "loss_sem_seg": 0.19821076490916312, "lr": 0.002, "mask_rcnn/accuracy": 0.90055832818481, "mask_rcnn/false_negative": 0.0934066665961985, "mask_rcnn/false_positive": 0.10881565474549412, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.5742683980060974, "total_loss": 0.8855047252436634} {"data_time": 0.01232617000641767, "eta_seconds": 17011.842272670823, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.2738304828973843, "fast_rcnn/fg_cls_accuracy": 0.6754201680672269, "iteration": 240039, "loss_box_reg": 0.2126183221116662, "loss_cls": 0.16220995207550004, "loss_mask": 0.22835521260276437, "loss_rpn_cls": 0.024684271612841258, "loss_rpn_loc": 0.055387584812706336, "loss_sem_seg": 0.2211959840497002, "lr": 0.002, "mask_rcnn/accuracy": 0.9046239175026494, "mask_rcnn/false_negative": 0.09351124190530871, "mask_rcnn/false_positive": 0.09444694048202006, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5672560180100845, "total_loss": 0.9275135787502222} {"data_time": 0.012608421500772238, "eta_seconds": 16995.874679042667, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.2773892773892774, "fast_rcnn/fg_cls_accuracy": 0.7106782106782107, "iteration": 240059, "loss_box_reg": 0.2037516615819186, "loss_cls": 0.15727924439124763, "loss_mask": 0.22654319135472178, "loss_rpn_cls": 0.02252941794540675, "loss_rpn_loc": 0.057174700748873875, "loss_sem_seg": 0.2130810221133288, "lr": 0.002, "mask_rcnn/accuracy": 0.898898774673804, "mask_rcnn/false_negative": 0.08613527612539895, "mask_rcnn/false_positive": 0.09935065933283305, "roi_head/num_bg_samples": 460.25, "roi_head/num_fg_samples": 51.75, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5712795154977357, "total_loss": 0.8822767168658174} {"data_time": 0.012201179488329217, "eta_seconds": 16997.311350493706, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.2628664656152667, "fast_rcnn/fg_cls_accuracy": 0.7065007618080243, "iteration": 240079, "loss_box_reg": 0.21402000170201063, "loss_cls": 0.1737787399906665, "loss_mask": 0.2188989338465035, "loss_rpn_cls": 0.026163490576436743, "loss_rpn_loc": 0.062370274419663474, "loss_sem_seg": 0.21757543180137873, "lr": 0.002, "mask_rcnn/accuracy": 0.9071029054079733, "mask_rcnn/false_negative": 0.06860033274647756, "mask_rcnn/false_positive": 0.11041228075967334, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5756659519829554, "total_loss": 0.8943561126943678} {"data_time": 0.013377171999309212, "eta_seconds": 16988.459033111212, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.26070673736512295, "fast_rcnn/fg_cls_accuracy": 0.6860318791946309, "iteration": 240099, "loss_box_reg": 0.20575843867845833, "loss_cls": 0.1545004213694483, "loss_mask": 0.2292464254423976, "loss_rpn_cls": 0.02497448169378913, "loss_rpn_loc": 0.06781229889020324, "loss_sem_seg": 0.2268636830849573, "lr": 0.002, "mask_rcnn/accuracy": 0.916490059556934, "mask_rcnn/false_negative": 0.06376493624261194, "mask_rcnn/false_positive": 0.08986129824839502, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5751112415018724, "total_loss": 0.9385151825190405} {"data_time": 0.012449398505850695, "eta_seconds": 16980.95465328802, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.21888320545609546, "fast_rcnn/fg_cls_accuracy": 0.7435427295918368, "iteration": 240119, "loss_box_reg": 0.1745138254482299, "loss_cls": 0.13394351792521775, "loss_mask": 0.2193097840063274, "loss_rpn_cls": 0.020961173126124777, "loss_rpn_loc": 0.06262782827252522, "loss_sem_seg": 0.19422721955925226, "lr": 0.002, "mask_rcnn/accuracy": 0.9020223661030877, "mask_rcnn/false_negative": 0.09017143960347432, "mask_rcnn/false_positive": 0.10692246275513631, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5688816250039963, "total_loss": 0.8384944522404112} {"data_time": 0.013015280492254533, "eta_seconds": 16970.07154623048, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.2101081081081081, "fast_rcnn/fg_cls_accuracy": 0.7543257543257543, "iteration": 240139, "loss_box_reg": 0.2051069310400635, "loss_cls": 0.16113870003027841, "loss_mask": 0.21688389126211405, "loss_rpn_cls": 0.021334896940970793, "loss_rpn_loc": 0.06532676817732863, "loss_sem_seg": 0.22979168128222227, "lr": 0.002, "mask_rcnn/accuracy": 0.9084431147743129, "mask_rcnn/false_negative": 0.07719945140467015, "mask_rcnn/false_positive": 0.09968275115056735, "roi_head/num_bg_samples": 418.75, "roi_head/num_fg_samples": 93.25, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.5741594490100397, "total_loss": 0.8871790199482348} {"data_time": 0.011772454512538388, "eta_seconds": 16959.941845157562, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.2437141662685141, "fast_rcnn/fg_cls_accuracy": 0.7353583916083917, "iteration": 240159, "loss_box_reg": 0.22522841254249215, "loss_cls": 0.18142916867509484, "loss_mask": 0.22969444002956152, "loss_rpn_cls": 0.029982833228132222, "loss_rpn_loc": 0.06716985895764083, "loss_sem_seg": 0.20698453253135085, "lr": 0.002, "mask_rcnn/accuracy": 0.8948111040744969, "mask_rcnn/false_negative": 0.08266767825245268, "mask_rcnn/false_positive": 0.12614780866087505, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5693320805003168, "total_loss": 0.9570553140874836} {"data_time": 0.012706041496130638, "eta_seconds": 16950.26091799297, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.33403716216216217, "fast_rcnn/fg_cls_accuracy": 0.6543846004277658, "iteration": 240179, "loss_box_reg": 0.22427744371816516, "loss_cls": 0.17312590882647783, "loss_mask": 0.23257936909794807, "loss_rpn_cls": 0.03453687964793062, "loss_rpn_loc": 0.0767763608309906, "loss_sem_seg": 0.2021617277059704, "lr": 0.002, "mask_rcnn/accuracy": 0.8880050571678165, "mask_rcnn/false_negative": 0.08597289313053658, "mask_rcnn/false_positive": 0.12774287934171458, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 199.5, "rpn/num_pos_anchors": 56.5, "time": 0.5683979655004805, "total_loss": 0.9634132795326877} {"data_time": 0.012260729010449722, "eta_seconds": 16955.8041181546, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.23176253563642463, "fast_rcnn/fg_cls_accuracy": 0.7427591770875352, "iteration": 240199, "loss_box_reg": 0.22422153409570456, "loss_cls": 0.17768553597852588, "loss_mask": 0.23316301964223385, "loss_rpn_cls": 0.028530940937343985, "loss_rpn_loc": 0.07407693998538889, "loss_sem_seg": 0.2169358003884554, "lr": 0.002, "mask_rcnn/accuracy": 0.8944319486036172, "mask_rcnn/false_negative": 0.08573575561262466, "mask_rcnn/false_positive": 0.12975554613237425, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 208.25, "rpn/num_pos_anchors": 47.75, "time": 0.5744281829829561, "total_loss": 0.9645094478546525} {"data_time": 0.012910535995615646, "eta_seconds": 16959.92424266161, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.20591432920200042, "fast_rcnn/fg_cls_accuracy": 0.7609243697478991, "iteration": 240219, "loss_box_reg": 0.1748058288358152, "loss_cls": 0.14224623562768102, "loss_mask": 0.2088736887089908, "loss_rpn_cls": 0.022647255664196564, "loss_rpn_loc": 0.051438230308122, "loss_sem_seg": 0.2088647116906941, "lr": 0.002, "mask_rcnn/accuracy": 0.9125213738350351, "mask_rcnn/false_negative": 0.07963196725129482, "mask_rcnn/false_positive": 0.09269385723866508, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5785804174956866, "total_loss": 0.8123814744249103} {"data_time": 0.012010025995550677, "eta_seconds": 16947.861971931314, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.2738155241935484, "fast_rcnn/fg_cls_accuracy": 0.7242313508064516, "iteration": 240239, "loss_box_reg": 0.21587256155908108, "loss_cls": 0.16480441857129335, "loss_mask": 0.23189112450927496, "loss_rpn_cls": 0.028709938812426117, "loss_rpn_loc": 0.06338008679449558, "loss_sem_seg": 0.19392152118962258, "lr": 0.002, "mask_rcnn/accuracy": 0.902749253661594, "mask_rcnn/false_negative": 0.08808658397035012, "mask_rcnn/false_positive": 0.10324314539313827, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5630411464953795, "total_loss": 0.8935905564430868} {"data_time": 0.012806987506337464, "eta_seconds": 16934.886083573918, "fast_rcnn/cls_accuracy": 0.96533203125, "fast_rcnn/false_negative": 0.18493788819875778, "fast_rcnn/fg_cls_accuracy": 0.7816715154720973, "iteration": 240259, "loss_box_reg": 0.1883478993549943, "loss_cls": 0.14891523972619325, "loss_mask": 0.20964610390365124, "loss_rpn_cls": 0.019692468267749064, "loss_rpn_loc": 0.053253070916980505, "loss_sem_seg": 0.2172004273161292, "lr": 0.002, "mask_rcnn/accuracy": 0.9145745599827233, "mask_rcnn/false_negative": 0.07970979116618279, "mask_rcnn/false_positive": 0.09534625374354516, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.5655815084901405, "total_loss": 0.8333403825599817} {"data_time": 0.012256995993084274, "eta_seconds": 16918.08747496715, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.28148148148148144, "fast_rcnn/fg_cls_accuracy": 0.6777472527472528, "iteration": 240279, "loss_box_reg": 0.20671101566404104, "loss_cls": 0.15257118246518075, "loss_mask": 0.22983073629438877, "loss_rpn_cls": 0.029851810466425377, "loss_rpn_loc": 0.055826288647949696, "loss_sem_seg": 0.2048026763368398, "lr": 0.002, "mask_rcnn/accuracy": 0.8872197026958931, "mask_rcnn/false_negative": 0.08911041601913187, "mask_rcnn/false_positive": 0.13020922529744544, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5841184879973298, "total_loss": 0.9235101592057617} {"data_time": 0.012625565505004488, "eta_seconds": 16903.303326682304, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.21307506053268765, "fast_rcnn/fg_cls_accuracy": 0.7495019920318725, "iteration": 240299, "loss_box_reg": 0.2037731510354206, "loss_cls": 0.16615916695445776, "loss_mask": 0.22651857091113925, "loss_rpn_cls": 0.02467848929518368, "loss_rpn_loc": 0.061736965653835796, "loss_sem_seg": 0.18985573202371597, "lr": 0.002, "mask_rcnn/accuracy": 0.9136871187226816, "mask_rcnn/false_negative": 0.07790782379971785, "mask_rcnn/false_positive": 0.0996156423742019, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.5643445319874445, "total_loss": 0.8762221334181959} {"data_time": 0.01372433798678685, "eta_seconds": 16891.92101408227, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.29808442402704344, "fast_rcnn/fg_cls_accuracy": 0.6880339539978094, "iteration": 240319, "loss_box_reg": 0.21976424823515117, "loss_cls": 0.17608950356952846, "loss_mask": 0.22284207679331303, "loss_rpn_cls": 0.0259402766241692, "loss_rpn_loc": 0.05930011183954775, "loss_sem_seg": 0.1796624109847471, "lr": 0.002, "mask_rcnn/accuracy": 0.8996695373293202, "mask_rcnn/false_negative": 0.07927674972450807, "mask_rcnn/false_positive": 0.09809565868767146, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5618181690078927, "total_loss": 0.8892713932873448} {"data_time": 0.012160139507614076, "eta_seconds": 16891.585674140762, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.22296921166445424, "fast_rcnn/fg_cls_accuracy": 0.7289438126337124, "iteration": 240339, "loss_box_reg": 0.19667314318940043, "loss_cls": 0.16145520331338048, "loss_mask": 0.22130818595178425, "loss_rpn_cls": 0.024262548482511193, "loss_rpn_loc": 0.0695406895247288, "loss_sem_seg": 0.20661899051629007, "lr": 0.002, "mask_rcnn/accuracy": 0.9024011065465147, "mask_rcnn/false_negative": 0.08455900058674873, "mask_rcnn/false_positive": 0.10931972838887281, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5776948055136018, "total_loss": 0.882944197969664} {"data_time": 0.012031773512717336, "eta_seconds": 16879.017964286322, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.21314009661835748, "fast_rcnn/fg_cls_accuracy": 0.725719793290132, "iteration": 240359, "loss_box_reg": 0.20220003393478692, "loss_cls": 0.16796090081334114, "loss_mask": 0.21967552322894335, "loss_rpn_cls": 0.022875528973145265, "loss_rpn_loc": 0.05595739997806959, "loss_sem_seg": 0.2049870085902512, "lr": 0.002, "mask_rcnn/accuracy": 0.9030385487528345, "mask_rcnn/false_negative": 0.10092008344383623, "mask_rcnn/false_positive": 0.09399974706617753, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5663576219958486, "total_loss": 0.8716778110829182} {"data_time": 0.012626851996174082, "eta_seconds": 16866.556628275546, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.22708200740164533, "fast_rcnn/fg_cls_accuracy": 0.6809322885272253, "iteration": 240379, "loss_box_reg": 0.19826226821169257, "loss_cls": 0.17052539438009262, "loss_mask": 0.2307549137622118, "loss_rpn_cls": 0.023839094387767545, "loss_rpn_loc": 0.05447623576037586, "loss_sem_seg": 0.22068036207929254, "lr": 0.002, "mask_rcnn/accuracy": 0.8932393555811278, "mask_rcnn/false_negative": 0.07894641803824054, "mask_rcnn/false_positive": 0.1312581061170654, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.561051200988004, "total_loss": 0.9083909354230855} {"data_time": 0.0123975135065848, "eta_seconds": 16856.24003106641, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.19734417344173444, "fast_rcnn/fg_cls_accuracy": 0.7812528349814025, "iteration": 240399, "loss_box_reg": 0.18937973980791867, "loss_cls": 0.1539529582951218, "loss_mask": 0.23298020660877228, "loss_rpn_cls": 0.02738358578790212, "loss_rpn_loc": 0.060215223784325644, "loss_sem_seg": 0.19889406394213438, "lr": 0.002, "mask_rcnn/accuracy": 0.9062729047848096, "mask_rcnn/false_negative": 0.08080491002087967, "mask_rcnn/false_positive": 0.0956307836158154, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5716300680069253, "total_loss": 0.8615847067540017} {"data_time": 0.012650049015064724, "eta_seconds": 16843.78014317609, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.21875, "fast_rcnn/fg_cls_accuracy": 0.7413600891861761, "iteration": 240419, "loss_box_reg": 0.20353718707337976, "loss_cls": 0.14747222629375756, "loss_mask": 0.22607850190252066, "loss_rpn_cls": 0.02951213224878302, "loss_rpn_loc": 0.059446235944051296, "loss_sem_seg": 0.20199335063807666, "lr": 0.002, "mask_rcnn/accuracy": 0.9058410864345738, "mask_rcnn/false_negative": 0.08955049735744362, "mask_rcnn/false_positive": 0.11372028228142661, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.5722715410083765, "total_loss": 0.8665583429246908} {"data_time": 0.012244489509612322, "eta_seconds": 16833.968877129853, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.21955083403224301, "fast_rcnn/fg_cls_accuracy": 0.7484440551380758, "iteration": 240439, "loss_box_reg": 0.19387454318348318, "loss_cls": 0.15507151512429118, "loss_mask": 0.23071995098143816, "loss_rpn_cls": 0.022129797565867193, "loss_rpn_loc": 0.05264972860459238, "loss_sem_seg": 0.21363934222608805, "lr": 0.002, "mask_rcnn/accuracy": 0.8973628475744672, "mask_rcnn/false_negative": 0.0793971540023245, "mask_rcnn/false_positive": 0.11847790639367894, "roi_head/num_bg_samples": 419.75, "roi_head/num_fg_samples": 92.25, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5663453325105365, "total_loss": 0.8750758310125093} {"data_time": 0.012360417007585056, "eta_seconds": 16822.579567649707, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.22915425848719476, "fast_rcnn/fg_cls_accuracy": 0.7585700757575757, "iteration": 240459, "loss_box_reg": 0.22030443930998445, "loss_cls": 0.1659595537930727, "loss_mask": 0.22709975112229586, "loss_rpn_cls": 0.024095997596305097, "loss_rpn_loc": 0.05954668018966913, "loss_sem_seg": 0.23849583428818733, "lr": 0.002, "mask_rcnn/accuracy": 0.8906739866043478, "mask_rcnn/false_negative": 0.08881488423165956, "mask_rcnn/false_positive": 0.11065980175012145, "roi_head/num_bg_samples": 431.75, "roi_head/num_fg_samples": 80.25, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.560725517992978, "total_loss": 0.9356287979971967} {"data_time": 0.012871364000602625, "eta_seconds": 16819.960105906808, "fast_rcnn/cls_accuracy": 0.95654296875, "fast_rcnn/false_negative": 0.27567079463364297, "fast_rcnn/fg_cls_accuracy": 0.7160155106818846, "iteration": 240479, "loss_box_reg": 0.1998369973152876, "loss_cls": 0.16545667685568333, "loss_mask": 0.22028353484347463, "loss_rpn_cls": 0.021870084368856624, "loss_rpn_loc": 0.05632336757844314, "loss_sem_seg": 0.19285644963383675, "lr": 0.002, "mask_rcnn/accuracy": 0.9102995602570818, "mask_rcnn/false_negative": 0.06593419743251241, "mask_rcnn/false_positive": 0.1011985659937932, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5798069680022309, "total_loss": 0.8515901043610938} {"data_time": 0.011617851996561512, "eta_seconds": 16800.46758277963, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.24295660094996424, "fast_rcnn/fg_cls_accuracy": 0.7543598644516076, "iteration": 240499, "loss_box_reg": 0.20399430650286376, "loss_cls": 0.15231448679696769, "loss_mask": 0.2269005156122148, "loss_rpn_cls": 0.02266331728606019, "loss_rpn_loc": 0.05626154612400569, "loss_sem_seg": 0.2012541996082291, "lr": 0.002, "mask_rcnn/accuracy": 0.8975003546760061, "mask_rcnn/false_negative": 0.07409860147013345, "mask_rcnn/false_positive": 0.1109346669664231, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5535679889871972, "total_loss": 0.9079530558010447} {"data_time": 0.012405603003571741, "eta_seconds": 16789.07782135949, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.25679673632088695, "fast_rcnn/fg_cls_accuracy": 0.681237430498048, "iteration": 240519, "loss_box_reg": 0.18975087327999063, "loss_cls": 0.1607266862411052, "loss_mask": 0.2194012524560094, "loss_rpn_cls": 0.02551429159939289, "loss_rpn_loc": 0.05061861319700256, "loss_sem_seg": 0.2083299602381885, "lr": 0.002, "mask_rcnn/accuracy": 0.906975569241733, "mask_rcnn/false_negative": 0.0842755350933139, "mask_rcnn/false_positive": 0.10650972426612312, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.563179268501699, "total_loss": 0.8901523546155659} {"data_time": 0.01220243750140071, "eta_seconds": 16776.517264796712, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.25174476570289134, "fast_rcnn/fg_cls_accuracy": 0.7198412196356275, "iteration": 240539, "loss_box_reg": 0.20100688934326172, "loss_cls": 0.15315120271407068, "loss_mask": 0.22014923486858606, "loss_rpn_cls": 0.025550943151756655, "loss_rpn_loc": 0.05273844437033404, "loss_sem_seg": 0.1891719289124012, "lr": 0.002, "mask_rcnn/accuracy": 0.897465943546452, "mask_rcnn/false_negative": 0.09626091519015242, "mask_rcnn/false_positive": 0.11661308306561823, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5669347879884299, "total_loss": 0.8584381616346946} {"data_time": 0.012036656000418589, "eta_seconds": 16765.128298186755, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.2494543672887622, "fast_rcnn/fg_cls_accuracy": 0.7260701082357133, "iteration": 240559, "loss_box_reg": 0.20242129336111248, "loss_cls": 0.16946337558329105, "loss_mask": 0.2253536069765687, "loss_rpn_cls": 0.026091937101227813, "loss_rpn_loc": 0.0576916717691347, "loss_sem_seg": 0.20442786626517773, "lr": 0.002, "mask_rcnn/accuracy": 0.901122565040575, "mask_rcnn/false_negative": 0.08846806490675864, "mask_rcnn/false_positive": 0.09018205622678103, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.565819952491438, "total_loss": 0.8877903968168539} {"data_time": 0.012534852998214774, "eta_seconds": 16750.738639446165, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.27395913991303833, "fast_rcnn/fg_cls_accuracy": 0.7150705348168175, "iteration": 240579, "loss_box_reg": 0.19656538218259811, "loss_cls": 0.15477193845435977, "loss_mask": 0.22022540820762515, "loss_rpn_cls": 0.025531644314469304, "loss_rpn_loc": 0.0599099732353352, "loss_sem_seg": 0.1847388632595539, "lr": 0.002, "mask_rcnn/accuracy": 0.9125822677785642, "mask_rcnn/false_negative": 0.08831983243194164, "mask_rcnn/false_positive": 0.10585425305047538, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5634449109929847, "total_loss": 0.8260666375499568} {"data_time": 0.0112828690034803, "eta_seconds": 16735.933846489323, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.2644909688013136, "fast_rcnn/fg_cls_accuracy": 0.7039650537634409, "iteration": 240599, "loss_box_reg": 0.22218182310461998, "loss_cls": 0.17257724981755018, "loss_mask": 0.22683636005967855, "loss_rpn_cls": 0.02442318458633963, "loss_rpn_loc": 0.06397009684587829, "loss_sem_seg": 0.20496341108810157, "lr": 0.002, "mask_rcnn/accuracy": 0.889396400939878, "mask_rcnn/false_negative": 0.092187657823531, "mask_rcnn/false_positive": 0.09752699524264197, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5686151414993219, "total_loss": 0.935488665374578} {"data_time": 0.012440889506251551, "eta_seconds": 16720.861268786233, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.2735123367198839, "fast_rcnn/fg_cls_accuracy": 0.726487663280116, "iteration": 240619, "loss_box_reg": 0.19918186264112592, "loss_cls": 0.1547308531589806, "loss_mask": 0.2290717363357544, "loss_rpn_cls": 0.02515534494887106, "loss_rpn_loc": 0.05901829604408704, "loss_sem_seg": 0.20680191391147673, "lr": 0.002, "mask_rcnn/accuracy": 0.905964236656201, "mask_rcnn/false_negative": 0.07947803692090347, "mask_rcnn/false_positive": 0.1024171785209624, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 236.0, "rpn/num_pos_anchors": 20.0, "time": 0.5623923010134604, "total_loss": 0.8955297475258703} {"data_time": 0.012255120003828779, "eta_seconds": 16701.381912131823, "fast_rcnn/cls_accuracy": 0.96435546875, "fast_rcnn/false_negative": 0.19875909285408644, "fast_rcnn/fg_cls_accuracy": 0.7708719851576995, "iteration": 240639, "loss_box_reg": 0.20462440233677626, "loss_cls": 0.17075253324583173, "loss_mask": 0.2291940413415432, "loss_rpn_cls": 0.023972964547283482, "loss_rpn_loc": 0.056182933738455176, "loss_sem_seg": 0.20476803311612457, "lr": 0.002, "mask_rcnn/accuracy": 0.9119835193384157, "mask_rcnn/false_negative": 0.08563136124181124, "mask_rcnn/false_positive": 0.10275963342601274, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 238.25, "rpn/num_pos_anchors": 17.75, "time": 0.566443399497075, "total_loss": 0.8894198546004191} {"data_time": 0.012829307990614325, "eta_seconds": 16690.005336461967, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.23987296383567258, "fast_rcnn/fg_cls_accuracy": 0.747060114085125, "iteration": 240659, "loss_box_reg": 0.20446290960535407, "loss_cls": 0.1574642350897193, "loss_mask": 0.22119139367714524, "loss_rpn_cls": 0.027940271829720587, "loss_rpn_loc": 0.07712672688649036, "loss_sem_seg": 0.19939129031263292, "lr": 0.002, "mask_rcnn/accuracy": 0.8914954553249872, "mask_rcnn/false_negative": 0.08320604652111963, "mask_rcnn/false_positive": 0.11850677912232863, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 202.25, "rpn/num_pos_anchors": 53.75, "time": 0.565879544505151, "total_loss": 0.9251343926152913} {"data_time": 0.012393463504849933, "eta_seconds": 16674.60172715562, "fast_rcnn/cls_accuracy": 0.9580078125, "fast_rcnn/false_negative": 0.19693301049233253, "fast_rcnn/fg_cls_accuracy": 0.7568957456755494, "iteration": 240679, "loss_box_reg": 0.1825752998702228, "loss_cls": 0.1433743917150423, "loss_mask": 0.21475111693143845, "loss_rpn_cls": 0.019940592468628893, "loss_rpn_loc": 0.04666755141806789, "loss_sem_seg": 0.19923721626400948, "lr": 0.002, "mask_rcnn/accuracy": 0.9166863339111928, "mask_rcnn/false_negative": 0.09193954602001772, "mask_rcnn/false_positive": 0.0765525851694297, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 236.25, "rpn/num_pos_anchors": 19.75, "time": 0.567272474989295, "total_loss": 0.8167641333020583} {"data_time": 0.012406081004883163, "eta_seconds": 16663.227898345445, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.2657699443413729, "fast_rcnn/fg_cls_accuracy": 0.7120612397311427, "iteration": 240699, "loss_box_reg": 0.20935221295803785, "loss_cls": 0.1575647119898349, "loss_mask": 0.23506135400384665, "loss_rpn_cls": 0.027088394408565364, "loss_rpn_loc": 0.06645805784501135, "loss_sem_seg": 0.20101712783798575, "lr": 0.002, "mask_rcnn/accuracy": 0.9052283215608333, "mask_rcnn/false_negative": 0.09452548218626133, "mask_rcnn/false_positive": 0.10817086760916222, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5629876634920947, "total_loss": 0.9063393121687113} {"data_time": 0.012664664493058808, "eta_seconds": 16651.85406953527, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.25512762931357136, "fast_rcnn/fg_cls_accuracy": 0.7292128193767538, "iteration": 240719, "loss_box_reg": 0.2231901534833014, "loss_cls": 0.17636779882013798, "loss_mask": 0.23762887716293335, "loss_rpn_cls": 0.02809054839599412, "loss_rpn_loc": 0.076876617182279, "loss_sem_seg": 0.20796218095347285, "lr": 0.002, "mask_rcnn/accuracy": 0.8953933590599388, "mask_rcnn/false_negative": 0.08864601682527452, "mask_rcnn/false_positive": 0.10976958656210475, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.5722277470049448, "total_loss": 0.9505517068100744} {"data_time": 0.01323912049701903, "eta_seconds": 16631.819160204657, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.20465528350515463, "fast_rcnn/fg_cls_accuracy": 0.7552297067360625, "iteration": 240739, "loss_box_reg": 0.17899145931005478, "loss_cls": 0.14525893051177263, "loss_mask": 0.21844877488911152, "loss_rpn_cls": 0.024730872573854867, "loss_rpn_loc": 0.0589135525515303, "loss_sem_seg": 0.21126542682759464, "lr": 0.002, "mask_rcnn/accuracy": 0.906947574648649, "mask_rcnn/false_negative": 0.07561693765262004, "mask_rcnn/false_positive": 0.1137670281089799, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5654349224932957, "total_loss": 0.8550742111110594} {"data_time": 0.012036651009111665, "eta_seconds": 16625.85848225563, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.22391598915989158, "fast_rcnn/fg_cls_accuracy": 0.7613482711995364, "iteration": 240759, "loss_box_reg": 0.21072166645899415, "loss_cls": 0.16125966585241258, "loss_mask": 0.23182006925344467, "loss_rpn_cls": 0.026548367366558523, "loss_rpn_loc": 0.056081245973473415, "loss_sem_seg": 0.19961168058216572, "lr": 0.002, "mask_rcnn/accuracy": 0.9035515081457137, "mask_rcnn/false_negative": 0.0950600760815674, "mask_rcnn/false_positive": 0.10953128376940671, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5689003919978859, "total_loss": 0.8973332657287756} {"data_time": 0.012049768512952141, "eta_seconds": 16605.451157569158, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.2649538866930171, "fast_rcnn/fg_cls_accuracy": 0.6503293807641634, "iteration": 240779, "loss_box_reg": 0.20065955631434917, "loss_cls": 0.15698008285835385, "loss_mask": 0.2284119906835258, "loss_rpn_cls": 0.02625554481346626, "loss_rpn_loc": 0.06608500657603145, "loss_sem_seg": 0.22171682631596923, "lr": 0.002, "mask_rcnn/accuracy": 0.9085513527045181, "mask_rcnn/false_negative": 0.08612172330234666, "mask_rcnn/false_positive": 0.09763992851059601, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 235.0, "rpn/num_pos_anchors": 21.0, "time": 0.5612791044986807, "total_loss": 0.8983893211770919} {"data_time": 0.012639105989364907, "eta_seconds": 16596.201930915384, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.3029727846244131, "fast_rcnn/fg_cls_accuracy": 0.6795395695096293, "iteration": 240799, "loss_box_reg": 0.19713077042251825, "loss_cls": 0.16776797827333212, "loss_mask": 0.22399927303195, "loss_rpn_cls": 0.027548891092010308, "loss_rpn_loc": 0.05635642015840858, "loss_sem_seg": 0.2136017642915249, "lr": 0.002, "mask_rcnn/accuracy": 0.9058394221127757, "mask_rcnn/false_negative": 0.0816857510886057, "mask_rcnn/false_positive": 0.10731585055524075, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5761122380063171, "total_loss": 0.9267863023524114} {"data_time": 0.011075989998062141, "eta_seconds": 16582.720311728743, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.19116300366300365, "fast_rcnn/fg_cls_accuracy": 0.8056318681318682, "iteration": 240819, "loss_box_reg": 0.19364029727876186, "loss_cls": 0.1601947812596336, "loss_mask": 0.2209988348186016, "loss_rpn_cls": 0.02534470463251637, "loss_rpn_loc": 0.058303867117501795, "loss_sem_seg": 0.21030278783291578, "lr": 0.002, "mask_rcnn/accuracy": 0.9257502652244225, "mask_rcnn/false_negative": 0.06667335759859477, "mask_rcnn/false_positive": 0.0731546057043234, "roi_head/num_bg_samples": 455.5, "roi_head/num_fg_samples": 56.5, "rpn/num_neg_anchors": 238.25, "rpn/num_pos_anchors": 17.75, "time": 0.5637912555102957, "total_loss": 0.8769563800597098} {"data_time": 0.012844550496083684, "eta_seconds": 16558.153820005886, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.22686178582668154, "fast_rcnn/fg_cls_accuracy": 0.7580077168054875, "iteration": 240839, "loss_box_reg": 0.2231889192480594, "loss_cls": 0.17294863611459732, "loss_mask": 0.23735692212358117, "loss_rpn_cls": 0.02659536553619546, "loss_rpn_loc": 0.06554566213162616, "loss_sem_seg": 0.20456812402699143, "lr": 0.002, "mask_rcnn/accuracy": 0.8951893918943239, "mask_rcnn/false_negative": 0.09080173401442954, "mask_rcnn/false_positive": 0.13299759451927087, "roi_head/num_bg_samples": 431.5, "roi_head/num_fg_samples": 80.5, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5646076654957142, "total_loss": 0.9747052285529207} {"data_time": 0.01215696200961247, "eta_seconds": 16545.8168713645, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.22227822580645162, "fast_rcnn/fg_cls_accuracy": 0.7369121561668146, "iteration": 240859, "loss_box_reg": 0.18895101663656533, "loss_cls": 0.15312405140139163, "loss_mask": 0.2236749129369855, "loss_rpn_cls": 0.022214731921849307, "loss_rpn_loc": 0.05973204909241758, "loss_sem_seg": 0.2066711022052914, "lr": 0.002, "mask_rcnn/accuracy": 0.9057100851459758, "mask_rcnn/false_negative": 0.08280099221798917, "mask_rcnn/false_positive": 0.09838139436815976, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5729029835056281, "total_loss": 0.8749957383843139} {"data_time": 0.011960577015997842, "eta_seconds": 16535.441082006495, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.23749895824652054, "fast_rcnn/fg_cls_accuracy": 0.7106259968102073, "iteration": 240879, "loss_box_reg": 0.19945038785226643, "loss_cls": 0.16304704756475985, "loss_mask": 0.22472064895555377, "loss_rpn_cls": 0.02659209923876915, "loss_rpn_loc": 0.0561525111697847, "loss_sem_seg": 0.2135926140472293, "lr": 0.002, "mask_rcnn/accuracy": 0.9169476604744462, "mask_rcnn/false_negative": 0.06918141086866844, "mask_rcnn/false_positive": 0.10684032542264396, "roi_head/num_bg_samples": 432.5, "roi_head/num_fg_samples": 79.5, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5705462934856769, "total_loss": 0.9237136077026662} {"data_time": 0.01221957449160982, "eta_seconds": 16526.501434794656, "fast_rcnn/cls_accuracy": 0.95751953125, "fast_rcnn/false_negative": 0.18237250554323725, "fast_rcnn/fg_cls_accuracy": 0.8075284090909092, "iteration": 240899, "loss_box_reg": 0.19398621516302228, "loss_cls": 0.1494995360262692, "loss_mask": 0.21716246381402016, "loss_rpn_cls": 0.02066241185821127, "loss_rpn_loc": 0.04869508685078472, "loss_sem_seg": 0.20306288916617632, "lr": 0.002, "mask_rcnn/accuracy": 0.9033222714165794, "mask_rcnn/false_negative": 0.08488759363697597, "mask_rcnn/false_positive": 0.10806568999880761, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.569975541497115, "total_loss": 0.853588012723776} {"data_time": 0.013668256491655484, "eta_seconds": 16512.185663531855, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.24988034634294914, "fast_rcnn/fg_cls_accuracy": 0.7373711003785406, "iteration": 240919, "loss_box_reg": 0.19828702369704843, "loss_cls": 0.15790989832021296, "loss_mask": 0.21364484447985888, "loss_rpn_cls": 0.024228409813076723, "loss_rpn_loc": 0.06193750447710045, "loss_sem_seg": 0.19692517025396228, "lr": 0.002, "mask_rcnn/accuracy": 0.903585818426919, "mask_rcnn/false_negative": 0.0890229341443553, "mask_rcnn/false_positive": 0.0933669836886108, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5636953944922425, "total_loss": 0.856166241421306} {"data_time": 0.01277638299507089, "eta_seconds": 16501.37197500741, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.23463497025310073, "fast_rcnn/fg_cls_accuracy": 0.750086695179748, "iteration": 240939, "loss_box_reg": 0.19030125008430332, "loss_cls": 0.15668260492384434, "loss_mask": 0.2280922243371606, "loss_rpn_cls": 0.02679821621859446, "loss_rpn_loc": 0.06039877777220681, "loss_sem_seg": 0.2304293904453516, "lr": 0.002, "mask_rcnn/accuracy": 0.8994507867735003, "mask_rcnn/false_negative": 0.07806593811438356, "mask_rcnn/false_positive": 0.11545151578506775, "roi_head/num_bg_samples": 428.75, "roi_head/num_fg_samples": 83.25, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.5618910819903249, "total_loss": 0.8959721800310945} {"data_time": 0.012070430995663628, "eta_seconds": 16490.015606007713, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.3012021217966382, "fast_rcnn/fg_cls_accuracy": 0.6774259868421053, "iteration": 240959, "loss_box_reg": 0.20497765741311014, "loss_cls": 0.17311184760183096, "loss_mask": 0.21830568788573146, "loss_rpn_cls": 0.025289035878813593, "loss_rpn_loc": 0.06500725483056158, "loss_sem_seg": 0.20759592519607395, "lr": 0.002, "mask_rcnn/accuracy": 0.901657923507749, "mask_rcnn/false_negative": 0.08984015746323024, "mask_rcnn/false_positive": 0.12253945534340746, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.5669055265025236, "total_loss": 0.8745059679495171} {"data_time": 0.011398243994335644, "eta_seconds": 16484.461362469112, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.19511907916041096, "fast_rcnn/fg_cls_accuracy": 0.7624583949704142, "iteration": 240979, "loss_box_reg": 0.21459502330981195, "loss_cls": 0.16894790553487837, "loss_mask": 0.2229517544619739, "loss_rpn_cls": 0.027429226553067565, "loss_rpn_loc": 0.05946690175915137, "loss_sem_seg": 0.24242152133956552, "lr": 0.002, "mask_rcnn/accuracy": 0.9080013300719804, "mask_rcnn/false_negative": 0.07729353916029597, "mask_rcnn/false_positive": 0.09335307495124706, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.5737780025083339, "total_loss": 0.9381557118686032} {"data_time": 0.013657074494403787, "eta_seconds": 16469.71128519569, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.23817204301075268, "fast_rcnn/fg_cls_accuracy": 0.7381750465549348, "iteration": 240999, "loss_box_reg": 0.20493559539318085, "loss_cls": 0.16314025095198303, "loss_mask": 0.2250490733422339, "loss_rpn_cls": 0.025487914026598446, "loss_rpn_loc": 0.0770819083772949, "loss_sem_seg": 0.21139096445403993, "lr": 0.002, "mask_rcnn/accuracy": 0.9043279097353227, "mask_rcnn/false_negative": 0.07257661963318879, "mask_rcnn/false_positive": 0.10077583631061433, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5768509695044486, "total_loss": 0.9246389002955766} {"data_time": 0.011668430015561171, "eta_seconds": 16458.3532552759, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.2462974234124569, "fast_rcnn/fg_cls_accuracy": 0.7497497497497497, "iteration": 241019, "loss_box_reg": 0.20670995069667697, "loss_cls": 0.1592286059167236, "loss_mask": 0.2270222157239914, "loss_rpn_cls": 0.025188123100633675, "loss_rpn_loc": 0.06550818169489503, "loss_sem_seg": 0.20938002225011587, "lr": 0.002, "mask_rcnn/accuracy": 0.9074578239314595, "mask_rcnn/false_negative": 0.07713058126287678, "mask_rcnn/false_positive": 0.10127765209446093, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.580963733009412, "total_loss": 0.9228773610011558} {"data_time": 0.012439034500857815, "eta_seconds": 16451.675801102596, "fast_rcnn/cls_accuracy": 0.95556640625, "fast_rcnn/false_negative": 0.2104261796042618, "fast_rcnn/fg_cls_accuracy": 0.7724505327245053, "iteration": 241039, "loss_box_reg": 0.1967569743283093, "loss_cls": 0.15097029833123088, "loss_mask": 0.22855074983090162, "loss_rpn_cls": 0.023407521946865018, "loss_rpn_loc": 0.052412650431506336, "loss_sem_seg": 0.23751946655102074, "lr": 0.002, "mask_rcnn/accuracy": 0.8974488438992618, "mask_rcnn/false_negative": 0.09403657510105842, "mask_rcnn/false_positive": 0.11040273787873307, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 235.0, "rpn/num_pos_anchors": 21.0, "time": 0.5740181749861222, "total_loss": 0.8690327401036484} {"data_time": 0.01344953199441079, "eta_seconds": 16445.909398551434, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.2700549450549451, "fast_rcnn/fg_cls_accuracy": 0.729945054945055, "iteration": 241059, "loss_box_reg": 0.20645137783139944, "loss_cls": 0.16024395520798862, "loss_mask": 0.23534302785992622, "loss_rpn_cls": 0.023147555057221325, "loss_rpn_loc": 0.06376944988733158, "loss_sem_seg": 0.20905898767523468, "lr": 0.002, "mask_rcnn/accuracy": 0.8775320010618461, "mask_rcnn/false_negative": 0.10708078442942023, "mask_rcnn/false_positive": 0.13273036859545642, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.580341546505224, "total_loss": 0.9331876029609703} {"data_time": 0.01250755951332394, "eta_seconds": 16432.892938519857, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.25859836757669574, "fast_rcnn/fg_cls_accuracy": 0.7355882352941177, "iteration": 241079, "loss_box_reg": 0.19674433046020567, "loss_cls": 0.1438045052345842, "loss_mask": 0.22827332047745585, "loss_rpn_cls": 0.02511421317831264, "loss_rpn_loc": 0.0666660614660941, "loss_sem_seg": 0.20398967852815986, "lr": 0.002, "mask_rcnn/accuracy": 0.9080132052821128, "mask_rcnn/false_negative": 0.09485766369108847, "mask_rcnn/false_positive": 0.10565232782170991, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5779922430083388, "total_loss": 0.8346897197334329} {"data_time": 0.013134805994923227, "eta_seconds": 16409.98170151419, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.27204301075268816, "fast_rcnn/fg_cls_accuracy": 0.6930303030303031, "iteration": 241099, "loss_box_reg": 0.1898046953137964, "loss_cls": 0.1615573582239449, "loss_mask": 0.21622665552422404, "loss_rpn_cls": 0.026060112402774394, "loss_rpn_loc": 0.0536688590364065, "loss_sem_seg": 0.19951684726402164, "lr": 0.002, "mask_rcnn/accuracy": 0.8969708691971572, "mask_rcnn/false_negative": 0.08057259572413748, "mask_rcnn/false_positive": 0.10558271163722718, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5580100145016331, "total_loss": 0.8801964103531645} {"data_time": 0.013196849991800264, "eta_seconds": 16399.16465401015, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.2101822799940236, "fast_rcnn/fg_cls_accuracy": 0.7815216266556291, "iteration": 241119, "loss_box_reg": 0.20864021452143788, "loss_cls": 0.15656826528720558, "loss_mask": 0.22735511558130383, "loss_rpn_cls": 0.02425179830242996, "loss_rpn_loc": 0.06347882733098231, "loss_sem_seg": 0.20386170083656907, "lr": 0.002, "mask_rcnn/accuracy": 0.9077453755474792, "mask_rcnn/false_negative": 0.08176284742095533, "mask_rcnn/false_positive": 0.09919092698913065, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5705308015021728, "total_loss": 0.9039117139982409} {"data_time": 0.012378700994304381, "eta_seconds": 16387.269709954708, "fast_rcnn/cls_accuracy": 0.95703125, "fast_rcnn/false_negative": 0.2023209549071618, "fast_rcnn/fg_cls_accuracy": 0.7907151442307692, "iteration": 241139, "loss_box_reg": 0.20964245893992484, "loss_cls": 0.16993395960889757, "loss_mask": 0.22540741227567196, "loss_rpn_cls": 0.027688307425705716, "loss_rpn_loc": 0.07010309200268239, "loss_sem_seg": 0.21045315684750676, "lr": 0.002, "mask_rcnn/accuracy": 0.9054972245993422, "mask_rcnn/false_negative": 0.07850916905209016, "mask_rcnn/false_positive": 0.10122585917298811, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5717118180036778, "total_loss": 0.9451446286111604} {"data_time": 0.013007683490286581, "eta_seconds": 16377.670635908275, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.2758985200845666, "fast_rcnn/fg_cls_accuracy": 0.7051224081131711, "iteration": 241159, "loss_box_reg": 0.2008037327323109, "loss_cls": 0.16638924134895205, "loss_mask": 0.22116999793797731, "loss_rpn_cls": 0.025059999996301485, "loss_rpn_loc": 0.050846821861341596, "loss_sem_seg": 0.21365955425426364, "lr": 0.002, "mask_rcnn/accuracy": 0.9016228831958315, "mask_rcnn/false_negative": 0.09008467573715415, "mask_rcnn/false_positive": 0.11231616016138611, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.57992431850289, "total_loss": 0.8901057958137244} {"data_time": 0.01211457849422004, "eta_seconds": 16365.095547011064, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.26277208885904535, "fast_rcnn/fg_cls_accuracy": 0.7013170002300437, "iteration": 241179, "loss_box_reg": 0.205265756463632, "loss_cls": 0.16528555657714605, "loss_mask": 0.23124108370393515, "loss_rpn_cls": 0.02490163631591713, "loss_rpn_loc": 0.05545782475383021, "loss_sem_seg": 0.20001000445336103, "lr": 0.002, "mask_rcnn/accuracy": 0.8967890875358409, "mask_rcnn/false_negative": 0.09694800904816211, "mask_rcnn/false_positive": 0.09978709129789667, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.561477579001803, "total_loss": 0.9107812542933971} {"data_time": 0.012926574490847997, "eta_seconds": 16353.201722615486, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.22020202020202018, "fast_rcnn/fg_cls_accuracy": 0.7638333599872061, "iteration": 241199, "loss_box_reg": 0.20751921751070768, "loss_cls": 0.17201088019646704, "loss_mask": 0.22867601411417127, "loss_rpn_cls": 0.02459198685392039, "loss_rpn_loc": 0.06811464170459658, "loss_sem_seg": 0.20021599251776934, "lr": 0.002, "mask_rcnn/accuracy": 0.920289383544878, "mask_rcnn/false_negative": 0.08069006475356368, "mask_rcnn/false_positive": 0.09672243708240766, "roi_head/num_bg_samples": 431.25, "roi_head/num_fg_samples": 80.75, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5696062125061871, "total_loss": 0.9179101333065773} {"data_time": 0.012715016011497937, "eta_seconds": 16338.990191392644, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.25280346513605445, "fast_rcnn/fg_cls_accuracy": 0.7179018301792829, "iteration": 241219, "loss_box_reg": 0.211247549043037, "loss_cls": 0.16655997675843537, "loss_mask": 0.21973610576242208, "loss_rpn_cls": 0.024339279225387145, "loss_rpn_loc": 0.06045704329153523, "loss_sem_seg": 0.18666167894843966, "lr": 0.002, "mask_rcnn/accuracy": 0.8924587814577886, "mask_rcnn/false_negative": 0.0982914574126774, "mask_rcnn/false_positive": 0.12492043732090585, "roi_head/num_bg_samples": 432.75, "roi_head/num_fg_samples": 79.25, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5784215300081996, "total_loss": 0.8764905479183653} {"data_time": 0.013040816003922373, "eta_seconds": 16323.730062362753, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.2025707598917575, "fast_rcnn/fg_cls_accuracy": 0.7495087231595092, "iteration": 241239, "loss_box_reg": 0.19546221604105085, "loss_cls": 0.15778047288767993, "loss_mask": 0.21602980513125658, "loss_rpn_cls": 0.021967743065033574, "loss_rpn_loc": 0.06639733401243575, "loss_sem_seg": 0.20408579288050532, "lr": 0.002, "mask_rcnn/accuracy": 0.9029184142982347, "mask_rcnn/false_negative": 0.07911183785305281, "mask_rcnn/false_positive": 0.1070007808100316, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5623668510088464, "total_loss": 0.8643270996581123} {"data_time": 0.01184774050489068, "eta_seconds": 16312.37876716275, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.27163120567375887, "fast_rcnn/fg_cls_accuracy": 0.7217021276595745, "iteration": 241259, "loss_box_reg": 0.21153747476637363, "loss_cls": 0.15721506846603006, "loss_mask": 0.22822885122150183, "loss_rpn_cls": 0.023696851661952678, "loss_rpn_loc": 0.06353416477213614, "loss_sem_seg": 0.2103309181984514, "lr": 0.002, "mask_rcnn/accuracy": 0.9105729166666667, "mask_rcnn/false_negative": 0.09166066654691751, "mask_rcnn/false_positive": 0.10517805013412665, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5654771984991385, "total_loss": 0.856871395088092} {"data_time": 0.012709214017377235, "eta_seconds": 16295.844954157626, "fast_rcnn/cls_accuracy": 0.96630859375, "fast_rcnn/false_negative": 0.209858777859581, "fast_rcnn/fg_cls_accuracy": 0.7901412221404189, "iteration": 241279, "loss_box_reg": 0.19366774172522128, "loss_cls": 0.14887489448301494, "loss_mask": 0.21584603982046247, "loss_rpn_cls": 0.01828233505875687, "loss_rpn_loc": 0.049152131046867, "loss_sem_seg": 0.21652682614512742, "lr": 0.002, "mask_rcnn/accuracy": 0.9060232426303855, "mask_rcnn/false_negative": 0.09408435585941718, "mask_rcnn/false_positive": 0.08602466646744705, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5663158890092745, "total_loss": 0.842720799275412} {"data_time": 0.011198287524166517, "eta_seconds": 16287.375246181167, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.2098643543956044, "fast_rcnn/fg_cls_accuracy": 0.7763990975911506, "iteration": 241299, "loss_box_reg": 0.21143279154784977, "loss_cls": 0.1737799335969612, "loss_mask": 0.2174629019573331, "loss_rpn_cls": 0.022179076833708677, "loss_rpn_loc": 0.048524448327952996, "loss_sem_seg": 0.20771060418337584, "lr": 0.002, "mask_rcnn/accuracy": 0.9030705294845587, "mask_rcnn/false_negative": 0.08564431475150791, "mask_rcnn/false_positive": 0.10091654947070111, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5648921394895297, "total_loss": 0.8712602320520091} {"data_time": 0.01244665400008671, "eta_seconds": 16279.700034965921, "fast_rcnn/cls_accuracy": 0.9638671875, "fast_rcnn/false_negative": 0.17091315763882137, "fast_rcnn/fg_cls_accuracy": 0.8132267441860466, "iteration": 241319, "loss_box_reg": 0.1987857106141746, "loss_cls": 0.16088755324017256, "loss_mask": 0.2205550717189908, "loss_rpn_cls": 0.023550372461613733, "loss_rpn_loc": 0.05297839338891208, "loss_sem_seg": 0.18940456816926599, "lr": 0.002, "mask_rcnn/accuracy": 0.9133311697537032, "mask_rcnn/false_negative": 0.09471643632641286, "mask_rcnn/false_positive": 0.08564948302668651, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.5690633170015644, "total_loss": 0.851447368360823} {"data_time": 0.013338120494154282, "eta_seconds": 16266.973586362743, "fast_rcnn/cls_accuracy": 0.96044921875, "fast_rcnn/false_negative": 0.20834002892495582, "fast_rcnn/fg_cls_accuracy": 0.7752797347699959, "iteration": 241339, "loss_box_reg": 0.2045160406269133, "loss_cls": 0.1700433911755681, "loss_mask": 0.23311914782971144, "loss_rpn_cls": 0.030300287864520214, "loss_rpn_loc": 0.0584943785215728, "loss_sem_seg": 0.22260525496676564, "lr": 0.002, "mask_rcnn/accuracy": 0.9167339958847107, "mask_rcnn/false_negative": 0.07199391608409736, "mask_rcnn/false_positive": 0.0833632413754994, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 235.0, "rpn/num_pos_anchors": 21.0, "time": 0.5862663035077276, "total_loss": 0.9112355569523061} {"data_time": 0.012509077016147785, "eta_seconds": 16262.888226013805, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.2516788766788767, "fast_rcnn/fg_cls_accuracy": 0.7213203463203464, "iteration": 241359, "loss_box_reg": 0.19717617612332106, "loss_cls": 0.167551719234325, "loss_mask": 0.218900287989527, "loss_rpn_cls": 0.025962022817111574, "loss_rpn_loc": 0.0618951209471561, "loss_sem_seg": 0.2062395946122706, "lr": 0.002, "mask_rcnn/accuracy": 0.9105923823813497, "mask_rcnn/false_negative": 0.08327547395444855, "mask_rcnn/false_positive": 0.09868091453853721, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.5790226490062196, "total_loss": 0.882045627124171} {"data_time": 0.012091645490727387, "eta_seconds": 16257.36690661333, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.23349076494897528, "fast_rcnn/fg_cls_accuracy": 0.7436098069900887, "iteration": 241379, "loss_box_reg": 0.19510095671284944, "loss_cls": 0.15861791605129838, "loss_mask": 0.22762231715023518, "loss_rpn_cls": 0.025696272186905844, "loss_rpn_loc": 0.06118759809760377, "loss_sem_seg": 0.20434372359886765, "lr": 0.002, "mask_rcnn/accuracy": 0.9144068621424473, "mask_rcnn/false_negative": 0.06633986663830407, "mask_rcnn/false_positive": 0.11205457494629686, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.576831549507915, "total_loss": 0.8877853383455658} {"data_time": 0.012722628511255607, "eta_seconds": 16253.556180272208, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.23912875718640275, "fast_rcnn/fg_cls_accuracy": 0.7238679520888109, "iteration": 241399, "loss_box_reg": 0.20283573865890503, "loss_cls": 0.16954685415839776, "loss_mask": 0.23308415059000254, "loss_rpn_cls": 0.028007963366690092, "loss_rpn_loc": 0.06387803677353077, "loss_sem_seg": 0.19826503563672304, "lr": 0.002, "mask_rcnn/accuracy": 0.8899661858608474, "mask_rcnn/false_negative": 0.09932561504665269, "mask_rcnn/false_positive": 0.12539180844886566, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.574575275517418, "total_loss": 0.8659986216152902} {"data_time": 0.01175357551255729, "eta_seconds": 16234.646013693287, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.20895708582834333, "fast_rcnn/fg_cls_accuracy": 0.7335329341317365, "iteration": 241419, "loss_box_reg": 0.2024448721203953, "loss_cls": 0.1647296497831121, "loss_mask": 0.21835071919485927, "loss_rpn_cls": 0.0226831804466201, "loss_rpn_loc": 0.08016944615519606, "loss_sem_seg": 0.1994494458194822, "lr": 0.002, "mask_rcnn/accuracy": 0.9187017344575352, "mask_rcnn/false_negative": 0.07076987874027893, "mask_rcnn/false_positive": 0.08317135640691695, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 234.25, "rpn/num_pos_anchors": 21.75, "time": 0.5642357210017508, "total_loss": 0.9007089430087944} {"data_time": 0.011767283009248786, "eta_seconds": 16233.750517430424, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.2769642026964203, "fast_rcnn/fg_cls_accuracy": 0.6934460887949261, "iteration": 241439, "loss_box_reg": 0.21378305880352855, "loss_cls": 0.1678000206593424, "loss_mask": 0.2287817564792931, "loss_rpn_cls": 0.025340472708194284, "loss_rpn_loc": 0.07125476803048514, "loss_sem_seg": 0.21640664571896195, "lr": 0.002, "mask_rcnn/accuracy": 0.8984090765361923, "mask_rcnn/false_negative": 0.10549410524386058, "mask_rcnn/false_positive": 0.09820572345177501, "roi_head/num_bg_samples": 429.0, "roi_head/num_fg_samples": 83.0, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5760279494861607, "total_loss": 0.9330697404511739} {"data_time": 0.011987956007942557, "eta_seconds": 16230.773554213374, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.2580236329071458, "fast_rcnn/fg_cls_accuracy": 0.7383792447906958, "iteration": 241459, "loss_box_reg": 0.2045735843712464, "loss_cls": 0.17375993402674794, "loss_mask": 0.2311024316586554, "loss_rpn_cls": 0.029619484943395946, "loss_rpn_loc": 0.05635396139405202, "loss_sem_seg": 0.21718628774397075, "lr": 0.002, "mask_rcnn/accuracy": 0.8925295327711923, "mask_rcnn/false_negative": 0.09382845429671573, "mask_rcnn/false_positive": 0.11908744407886104, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5733643809944624, "total_loss": 0.925976775935851} {"data_time": 0.012768201006110758, "eta_seconds": 16211.014968230564, "fast_rcnn/cls_accuracy": 0.912109375, "fast_rcnn/false_negative": 0.31639508928571425, "fast_rcnn/fg_cls_accuracy": 0.6432371549079754, "iteration": 241479, "loss_box_reg": 0.20563850970938802, "loss_cls": 0.16757388366386294, "loss_mask": 0.22204875200986862, "loss_rpn_cls": 0.027700865764927585, "loss_rpn_loc": 0.05998627468943596, "loss_sem_seg": 0.23237321805208921, "lr": 0.002, "mask_rcnn/accuracy": 0.9097425911854103, "mask_rcnn/false_negative": 0.09249109867742103, "mask_rcnn/false_positive": 0.10030445515599529, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5652742295060307, "total_loss": 0.9285102639405522} {"data_time": 0.01172618949203752, "eta_seconds": 16209.242340274897, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.25133384146341464, "fast_rcnn/fg_cls_accuracy": 0.7014071294559099, "iteration": 241499, "loss_box_reg": 0.18481105659157038, "loss_cls": 0.14759783004410565, "loss_mask": 0.2144624413922429, "loss_rpn_cls": 0.023568284351313196, "loss_rpn_loc": 0.04843170155072585, "loss_sem_seg": 0.2135132027324289, "lr": 0.002, "mask_rcnn/accuracy": 0.9042327355326392, "mask_rcnn/false_negative": 0.08722942202280815, "mask_rcnn/false_positive": 0.10278224043584719, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5765320659993449, "total_loss": 0.8343741908174707} {"data_time": 0.011724491501809098, "eta_seconds": 16206.235550165133, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.19870327993897788, "fast_rcnn/fg_cls_accuracy": 0.7587719298245614, "iteration": 241519, "loss_box_reg": 0.20572646986693144, "loss_cls": 0.16088205762207508, "loss_mask": 0.21718341019004583, "loss_rpn_cls": 0.023283262868062593, "loss_rpn_loc": 0.05736870059627108, "loss_sem_seg": 0.21675539994612336, "lr": 0.002, "mask_rcnn/accuracy": 0.9106867278567382, "mask_rcnn/false_negative": 0.09647301373325623, "mask_rcnn/false_positive": 0.09180746385667618, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5725810309959343, "total_loss": 0.8900363090797327} {"data_time": 0.013298160978592932, "eta_seconds": 16195.830410747003, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.24231477220432582, "fast_rcnn/fg_cls_accuracy": 0.7406120570639669, "iteration": 241539, "loss_box_reg": 0.20666346442885697, "loss_cls": 0.16155192302539945, "loss_mask": 0.22653267439454794, "loss_rpn_cls": 0.028384611548972316, "loss_rpn_loc": 0.06341505455202423, "loss_sem_seg": 0.20666715875267982, "lr": 0.002, "mask_rcnn/accuracy": 0.8910010495224321, "mask_rcnn/false_negative": 0.08607562917212941, "mask_rcnn/false_positive": 0.12349066475538373, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.574675935000414, "total_loss": 0.8790404359315289} {"data_time": 0.01315587799763307, "eta_seconds": 16187.468212458785, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.23140732265446223, "fast_rcnn/fg_cls_accuracy": 0.7284127323221534, "iteration": 241559, "loss_box_reg": 0.2325091667007655, "loss_cls": 0.1783557659946382, "loss_mask": 0.22891518659889698, "loss_rpn_cls": 0.025713618902955204, "loss_rpn_loc": 0.05506919763865881, "loss_sem_seg": 0.20285674510523677, "lr": 0.002, "mask_rcnn/accuracy": 0.9083849865196915, "mask_rcnn/false_negative": 0.08141524465532798, "mask_rcnn/false_positive": 0.09703323955036242, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.5768192749965237, "total_loss": 0.9328133760718629} {"data_time": 0.011830246497993357, "eta_seconds": 16180.489323007598, "fast_rcnn/cls_accuracy": 0.9609375, "fast_rcnn/false_negative": 0.1654228855721393, "fast_rcnn/fg_cls_accuracy": 0.8219209558823529, "iteration": 241579, "loss_box_reg": 0.17980765318498015, "loss_cls": 0.15667028818279505, "loss_mask": 0.21139248786494136, "loss_rpn_cls": 0.024384915650443872, "loss_rpn_loc": 0.05000318399106618, "loss_sem_seg": 0.21075063152238727, "lr": 0.002, "mask_rcnn/accuracy": 0.9133635317966473, "mask_rcnn/false_negative": 0.06722477692697967, "mask_rcnn/false_positive": 0.09273412517056864, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 237.5, "rpn/num_pos_anchors": 18.5, "time": 0.5714078119926853, "total_loss": 0.8600526876543881} {"data_time": 0.011828188988147303, "eta_seconds": 16174.375961296537, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.24312486138833445, "fast_rcnn/fg_cls_accuracy": 0.7506345177664975, "iteration": 241599, "loss_box_reg": 0.20776079082861543, "loss_cls": 0.16585525684058666, "loss_mask": 0.22667174274101853, "loss_rpn_cls": 0.024321646391399554, "loss_rpn_loc": 0.060072089661844075, "loss_sem_seg": 0.21853302349336445, "lr": 0.002, "mask_rcnn/accuracy": 0.9064641541528422, "mask_rcnn/false_negative": 0.07618042615241985, "mask_rcnn/false_positive": 0.12527120028401342, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.5740234174882062, "total_loss": 0.8931565608236269} {"data_time": 0.011372846987796947, "eta_seconds": 16163.857735854559, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.251953125, "fast_rcnn/fg_cls_accuracy": 0.7206372893258427, "iteration": 241619, "loss_box_reg": 0.199202595744282, "loss_cls": 0.14702905726153404, "loss_mask": 0.22632115986198187, "loss_rpn_cls": 0.023122038910514675, "loss_rpn_loc": 0.05330450527253561, "loss_sem_seg": 0.22477699257433414, "lr": 0.002, "mask_rcnn/accuracy": 0.889391447368421, "mask_rcnn/false_negative": 0.09638075482534955, "mask_rcnn/false_positive": 0.12204553264499099, "roi_head/num_bg_samples": 424.5, "roi_head/num_fg_samples": 87.5, "rpn/num_neg_anchors": 198.0, "rpn/num_pos_anchors": 58.0, "time": 0.5642673984984867, "total_loss": 0.8769611954121501} {"data_time": 0.011996032495517284, "eta_seconds": 16159.69080533665, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.2620180866254165, "fast_rcnn/fg_cls_accuracy": 0.731488406881077, "iteration": 241639, "loss_box_reg": 0.19920495222322643, "loss_cls": 0.15387120400555432, "loss_mask": 0.22059294022619724, "loss_rpn_cls": 0.023078900077962317, "loss_rpn_loc": 0.05511252749420237, "loss_sem_seg": 0.1917959249112755, "lr": 0.002, "mask_rcnn/accuracy": 0.9068349292774819, "mask_rcnn/false_negative": 0.0746019389727506, "mask_rcnn/false_positive": 0.10817176574853901, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5771228645025985, "total_loss": 0.8911880279483739} {"data_time": 0.01281303449650295, "eta_seconds": 16156.674675946022, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.20295662100456618, "fast_rcnn/fg_cls_accuracy": 0.7787022703818369, "iteration": 241659, "loss_box_reg": 0.20537023548968136, "loss_cls": 0.16096994909457862, "loss_mask": 0.2237008255906403, "loss_rpn_cls": 0.025635499994677957, "loss_rpn_loc": 0.059349967166781425, "loss_sem_seg": 0.22161901299841702, "lr": 0.002, "mask_rcnn/accuracy": 0.9001166174830375, "mask_rcnn/false_negative": 0.08175560050698102, "mask_rcnn/false_positive": 0.10496041352140219, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5723980674956692, "total_loss": 0.8757727157426416} {"data_time": 0.012429473499651067, "eta_seconds": 16149.273036754166, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.2531051797040169, "fast_rcnn/fg_cls_accuracy": 0.6557017543859649, "iteration": 241679, "loss_box_reg": 0.21769692143425345, "loss_cls": 0.1563229626044631, "loss_mask": 0.22328695748001337, "loss_rpn_cls": 0.020478895457927138, "loss_rpn_loc": 0.057688959102961235, "loss_sem_seg": 0.2268407188821584, "lr": 0.002, "mask_rcnn/accuracy": 0.9042490597144531, "mask_rcnn/false_negative": 0.08909206911692788, "mask_rcnn/false_positive": 0.10044872676027264, "roi_head/num_bg_samples": 457.25, "roi_head/num_fg_samples": 54.75, "rpn/num_neg_anchors": 234.25, "rpn/num_pos_anchors": 21.75, "time": 0.5716315229947213, "total_loss": 0.8893869251769502} {"data_time": 0.01122939349443186, "eta_seconds": 16143.12243981492, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.2571999448808048, "fast_rcnn/fg_cls_accuracy": 0.7234226092671705, "iteration": 241699, "loss_box_reg": 0.21194632397964597, "loss_cls": 0.1544039291329682, "loss_mask": 0.22478817822411656, "loss_rpn_cls": 0.024033623056311626, "loss_rpn_loc": 0.06044272274994, "loss_sem_seg": 0.2051868566777557, "lr": 0.002, "mask_rcnn/accuracy": 0.913785422661672, "mask_rcnn/false_negative": 0.07778398204639857, "mask_rcnn/false_positive": 0.10133709391174692, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5712590044859098, "total_loss": 0.8940395065947087} {"data_time": 0.011759176501072943, "eta_seconds": 16127.037390429236, "fast_rcnn/cls_accuracy": 0.9599609375, "fast_rcnn/false_negative": 0.17473953115608093, "fast_rcnn/fg_cls_accuracy": 0.8089281178562358, "iteration": 241719, "loss_box_reg": 0.19570097065297887, "loss_cls": 0.14930010517127812, "loss_mask": 0.21659622248262167, "loss_rpn_cls": 0.023565840936498716, "loss_rpn_loc": 0.06590323965065181, "loss_sem_seg": 0.20793997892178595, "lr": 0.002, "mask_rcnn/accuracy": 0.9113958393693864, "mask_rcnn/false_negative": 0.07134716493420666, "mask_rcnn/false_positive": 0.07726029160995732, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5666474850004306, "total_loss": 0.8264495267067105} {"data_time": 0.012517615497927181, "eta_seconds": 16115.059683334257, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.24617092119866815, "fast_rcnn/fg_cls_accuracy": 0.7216352201257861, "iteration": 241739, "loss_box_reg": 0.19356524664908648, "loss_cls": 0.15708488365635276, "loss_mask": 0.2152210520580411, "loss_rpn_cls": 0.021046206151368096, "loss_rpn_loc": 0.057131721783662215, "loss_sem_seg": 0.22620684700086713, "lr": 0.002, "mask_rcnn/accuracy": 0.9177533110018201, "mask_rcnn/false_negative": 0.0744905168247387, "mask_rcnn/false_positive": 0.07670078590295015, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 234.5, "rpn/num_pos_anchors": 21.5, "time": 0.549472164013423, "total_loss": 0.8508390811766731} {"data_time": 0.012958318504388444, "eta_seconds": 16106.301922264858, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.27665388302972194, "fast_rcnn/fg_cls_accuracy": 0.7207450444292549, "iteration": 241759, "loss_box_reg": 0.22397054359316826, "loss_cls": 0.17020608251914382, "loss_mask": 0.2315280670300126, "loss_rpn_cls": 0.0253718449966982, "loss_rpn_loc": 0.0616774134687148, "loss_sem_seg": 0.2072567013092339, "lr": 0.002, "mask_rcnn/accuracy": 0.8979092404260811, "mask_rcnn/false_negative": 0.09542650846379183, "mask_rcnn/false_positive": 0.09991996755374452, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5754346884932602, "total_loss": 0.9371253877761774} {"data_time": 0.011317429496557452, "eta_seconds": 16106.555243851137, "fast_rcnn/cls_accuracy": 0.96630859375, "fast_rcnn/false_negative": 0.2048734306768559, "fast_rcnn/fg_cls_accuracy": 0.7792044193786982, "iteration": 241779, "loss_box_reg": 0.19636619836091995, "loss_cls": 0.1509341764030978, "loss_mask": 0.20673371944576502, "loss_rpn_cls": 0.022733888249604206, "loss_rpn_loc": 0.049700980773195624, "loss_sem_seg": 0.1742425737902522, "lr": 0.002, "mask_rcnn/accuracy": 0.9143986150835466, "mask_rcnn/false_negative": 0.0613461497205754, "mask_rcnn/false_positive": 0.11077912982635232, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 240.25, "rpn/num_pos_anchors": 15.75, "time": 0.5829485175054288, "total_loss": 0.8434225641321973} {"data_time": 0.012806663507944904, "eta_seconds": 16095.877702534272, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.23967385997461185, "fast_rcnn/fg_cls_accuracy": 0.7425925925925926, "iteration": 241799, "loss_box_reg": 0.2147702679503709, "loss_cls": 0.16850436804816127, "loss_mask": 0.22537016682326794, "loss_rpn_cls": 0.021276918771036435, "loss_rpn_loc": 0.0642495106876595, "loss_sem_seg": 0.1904512527398765, "lr": 0.002, "mask_rcnn/accuracy": 0.9112925902845215, "mask_rcnn/false_negative": 0.08024773933285209, "mask_rcnn/false_positive": 0.10064169146529098, "roi_head/num_bg_samples": 432.5, "roi_head/num_fg_samples": 79.5, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5880133899918292, "total_loss": 0.876410960307112} {"data_time": 0.012971027987077832, "eta_seconds": 16084.89759320479, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.2775233477011494, "fast_rcnn/fg_cls_accuracy": 0.7020249640804598, "iteration": 241819, "loss_box_reg": 0.20024549355730414, "loss_cls": 0.16317447856999934, "loss_mask": 0.2265213020145893, "loss_rpn_cls": 0.02361210520939494, "loss_rpn_loc": 0.061777886090567335, "loss_sem_seg": 0.21130012953653932, "lr": 0.002, "mask_rcnn/accuracy": 0.8968577539567001, "mask_rcnn/false_negative": 0.09605631585569485, "mask_rcnn/false_positive": 0.11627614160779537, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.5700613595108734, "total_loss": 0.9004828683948745} {"data_time": 0.012941469001816586, "eta_seconds": 16076.796976370097, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.23890608875129, "fast_rcnn/fg_cls_accuracy": 0.7523219814241486, "iteration": 241839, "loss_box_reg": 0.20209540287032723, "loss_cls": 0.15893105883151293, "loss_mask": 0.2250324571505189, "loss_rpn_cls": 0.024733208134421147, "loss_rpn_loc": 0.06352696137037128, "loss_sem_seg": 0.19153565797023475, "lr": 0.002, "mask_rcnn/accuracy": 0.9034627756315469, "mask_rcnn/false_negative": 0.07972611581165931, "mask_rcnn/false_positive": 0.11195167091508654, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.5656234064954333, "total_loss": 0.8876024918617986} {"data_time": 0.011363248500856571, "eta_seconds": 16062.722298063163, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.2772510079139913, "fast_rcnn/fg_cls_accuracy": 0.71479600619728, "iteration": 241859, "loss_box_reg": 0.20192877668887377, "loss_cls": 0.15293126396136358, "loss_mask": 0.21522913733497262, "loss_rpn_cls": 0.024174557277888198, "loss_rpn_loc": 0.05116466715116985, "loss_sem_seg": 0.21380919590592384, "lr": 0.002, "mask_rcnn/accuracy": 0.888622473603341, "mask_rcnn/false_negative": 0.10638488633845532, "mask_rcnn/false_positive": 0.11456201575772809, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5707464025035733, "total_loss": 0.8823411742887401} {"data_time": 0.012385152498609386, "eta_seconds": 16056.105231849477, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.3020453236028423, "fast_rcnn/fg_cls_accuracy": 0.6979546763971576, "iteration": 241879, "loss_box_reg": 0.20563602447509766, "loss_cls": 0.14974772883579135, "loss_mask": 0.2278932798653841, "loss_rpn_cls": 0.025287176576966885, "loss_rpn_loc": 0.05056736103142612, "loss_sem_seg": 0.19419850304257125, "lr": 0.002, "mask_rcnn/accuracy": 0.9036602119443669, "mask_rcnn/false_negative": 0.08492945546107908, "mask_rcnn/false_positive": 0.10253345405637265, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.5776693969964981, "total_loss": 0.900913450968801} {"data_time": 0.01213796749652829, "eta_seconds": 16047.130186509137, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.2093900966183575, "fast_rcnn/fg_cls_accuracy": 0.7109988776655444, "iteration": 241899, "loss_box_reg": 0.21808396361302584, "loss_cls": 0.1716983881779015, "loss_mask": 0.22084976313635707, "loss_rpn_cls": 0.02614111032380606, "loss_rpn_loc": 0.06804065077449195, "loss_sem_seg": 0.19953876629006118, "lr": 0.002, "mask_rcnn/accuracy": 0.9174861689817182, "mask_rcnn/false_negative": 0.06866191290048565, "mask_rcnn/false_positive": 0.10969451778530753, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5777294229919789, "total_loss": 0.8971632532375224} {"data_time": 0.012273726999410428, "eta_seconds": 16033.266634030268, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.2637377106741573, "fast_rcnn/fg_cls_accuracy": 0.7323560393258427, "iteration": 241919, "loss_box_reg": 0.19469082879368216, "loss_cls": 0.160883410833776, "loss_mask": 0.222573131788522, "loss_rpn_cls": 0.023860359549871646, "loss_rpn_loc": 0.05479801169713028, "loss_sem_seg": 0.21337246359325945, "lr": 0.002, "mask_rcnn/accuracy": 0.9055663497341151, "mask_rcnn/false_negative": 0.08524686238776287, "mask_rcnn/false_positive": 0.11832303679200754, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5622924250055803, "total_loss": 0.8806243872095365} {"data_time": 0.012893807506770827, "eta_seconds": 16021.847335120663, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.2750919600630583, "fast_rcnn/fg_cls_accuracy": 0.7145458864518173, "iteration": 241939, "loss_box_reg": 0.19603402260690928, "loss_cls": 0.15890684933401644, "loss_mask": 0.2159616886638105, "loss_rpn_cls": 0.02495463697869127, "loss_rpn_loc": 0.053156037130975164, "loss_sem_seg": 0.21390138217248023, "lr": 0.002, "mask_rcnn/accuracy": 0.9066214517491025, "mask_rcnn/false_negative": 0.08227390939254632, "mask_rcnn/false_positive": 0.10688786230761171, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5597630924894474, "total_loss": 0.8724429944013536} {"data_time": 0.013239670006441884, "eta_seconds": 16017.929593332708, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.2361041233730723, "fast_rcnn/fg_cls_accuracy": 0.687029819632013, "iteration": 241959, "loss_box_reg": 0.192696146434173, "loss_cls": 0.1513837770326063, "loss_mask": 0.22112841065973043, "loss_rpn_cls": 0.027434249415819068, "loss_rpn_loc": 0.05124221862934064, "loss_sem_seg": 0.17815924214664847, "lr": 0.002, "mask_rcnn/accuracy": 0.9043616918312041, "mask_rcnn/false_negative": 0.07012974724249435, "mask_rcnn/false_positive": 0.1172066917730594, "roi_head/num_bg_samples": 423.25, "roi_head/num_fg_samples": 88.75, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5748934794828529, "total_loss": 0.7978276045178063} {"data_time": 0.013123433498549275, "eta_seconds": 15999.426867058224, "fast_rcnn/cls_accuracy": 0.95947265625, "fast_rcnn/false_negative": 0.2683867703788022, "fast_rcnn/fg_cls_accuracy": 0.7232217626310047, "iteration": 241979, "loss_box_reg": 0.20014603331219405, "loss_cls": 0.1465955195017159, "loss_mask": 0.21281562745571136, "loss_rpn_cls": 0.02522689737725159, "loss_rpn_loc": 0.05227466028009076, "loss_sem_seg": 0.2219807767542079, "lr": 0.002, "mask_rcnn/accuracy": 0.9041124666461412, "mask_rcnn/false_negative": 0.08687502350487804, "mask_rcnn/false_positive": 0.08642542428895805, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5649133929837262, "total_loss": 0.8531097885734198} {"data_time": 0.012442453007679433, "eta_seconds": 15988.007269708338, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.20764244799517637, "fast_rcnn/fg_cls_accuracy": 0.7785842293906811, "iteration": 241999, "loss_box_reg": 0.19950080011039972, "loss_cls": 0.16014832817018032, "loss_mask": 0.22053992096334696, "loss_rpn_cls": 0.02420640884520253, "loss_rpn_loc": 0.05706741556059569, "loss_sem_seg": 0.20562269305810332, "lr": 0.002, "mask_rcnn/accuracy": 0.9074121315192745, "mask_rcnn/false_negative": 0.07351577379318305, "mask_rcnn/false_positive": 0.1258965814622401, "roi_head/num_bg_samples": 431.25, "roi_head/num_fg_samples": 80.75, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5725378734932747, "total_loss": 0.8752785994147416} {"data_time": 0.01189476800209377, "eta_seconds": 15976.587672358452, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.21120053335873137, "fast_rcnn/fg_cls_accuracy": 0.762412064364842, "iteration": 242019, "loss_box_reg": 0.20686183543875813, "loss_cls": 0.15089727006852627, "loss_mask": 0.2170182722620666, "loss_rpn_cls": 0.025912266115483362, "loss_rpn_loc": 0.05525176051014569, "loss_sem_seg": 0.2021344603272155, "lr": 0.002, "mask_rcnn/accuracy": 0.9115172500235014, "mask_rcnn/false_negative": 0.0844713852659362, "mask_rcnn/false_positive": 0.09524361064995998, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5729978275048779, "total_loss": 0.8695556450002186} {"data_time": 0.012380757005303167, "eta_seconds": 15965.501943771771, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.20562468257998984, "fast_rcnn/fg_cls_accuracy": 0.7661206896551724, "iteration": 242039, "loss_box_reg": 0.21602041163714603, "loss_cls": 0.17656727833673358, "loss_mask": 0.22503120079636574, "loss_rpn_cls": 0.025520308458908403, "loss_rpn_loc": 0.06023796617228072, "loss_sem_seg": 0.21354385977610946, "lr": 0.002, "mask_rcnn/accuracy": 0.9084283385973437, "mask_rcnn/false_negative": 0.08971938878267008, "mask_rcnn/false_positive": 0.10015515763977925, "roi_head/num_bg_samples": 429.0, "roi_head/num_fg_samples": 83.0, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5710430070175789, "total_loss": 0.9333248744951561} {"data_time": 0.01234324398683384, "eta_seconds": 15949.224802225508, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.2332070707070707, "fast_rcnn/fg_cls_accuracy": 0.7464022757697456, "iteration": 242059, "loss_box_reg": 0.18939951062202454, "loss_cls": 0.14914402714930475, "loss_mask": 0.2178001245483756, "loss_rpn_cls": 0.026046494022011757, "loss_rpn_loc": 0.05783926317235455, "loss_sem_seg": 0.222091926028952, "lr": 0.002, "mask_rcnn/accuracy": 0.910519147174999, "mask_rcnn/false_negative": 0.08216996950844406, "mask_rcnn/false_positive": 0.09000129469067644, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5577204650035128, "total_loss": 0.8677583744702133} {"data_time": 0.01267650700174272, "eta_seconds": 15942.328880308793, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.24744897959183673, "fast_rcnn/fg_cls_accuracy": 0.7259555213247328, "iteration": 242079, "loss_box_reg": 0.19930594647303224, "loss_cls": 0.14322050684131682, "loss_mask": 0.22925742156803608, "loss_rpn_cls": 0.03006475702568423, "loss_rpn_loc": 0.06063397752586752, "loss_sem_seg": 0.2087125878315419, "lr": 0.002, "mask_rcnn/accuracy": 0.8861558166230378, "mask_rcnn/false_negative": 0.07609508586009031, "mask_rcnn/false_positive": 0.14601196708781938, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 208.5, "rpn/num_pos_anchors": 47.5, "time": 0.5771251510013826, "total_loss": 0.8766745261091273} {"data_time": 0.012804539990611374, "eta_seconds": 15934.348304715924, "fast_rcnn/cls_accuracy": 0.96044921875, "fast_rcnn/false_negative": 0.17917400234741782, "fast_rcnn/fg_cls_accuracy": 0.7948660714285714, "iteration": 242099, "loss_box_reg": 0.19848793372511864, "loss_cls": 0.16324278165120631, "loss_mask": 0.21762665174901485, "loss_rpn_cls": 0.02676160493865609, "loss_rpn_loc": 0.05858538200845942, "loss_sem_seg": 0.2172621777281165, "lr": 0.002, "mask_rcnn/accuracy": 0.9171561626882896, "mask_rcnn/false_negative": 0.07435619614730662, "mask_rcnn/false_positive": 0.10178812068512268, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.5729171130078612, "total_loss": 0.9234281480676145} {"data_time": 0.01256385950546246, "eta_seconds": 15922.926242205824, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.2000967146332171, "fast_rcnn/fg_cls_accuracy": 0.743882419330016, "iteration": 242119, "loss_box_reg": 0.19442796311341226, "loss_cls": 0.15057983389124274, "loss_mask": 0.22417413024231791, "loss_rpn_cls": 0.02210109211591771, "loss_rpn_loc": 0.05509827917558141, "loss_sem_seg": 0.23150565661489964, "lr": 0.002, "mask_rcnn/accuracy": 0.9201751245052476, "mask_rcnn/false_negative": 0.08271374316039215, "mask_rcnn/false_positive": 0.08134213515034322, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 238.5, "rpn/num_pos_anchors": 17.5, "time": 0.5703012930025579, "total_loss": 0.8811127922381274} {"data_time": 0.013814164005452767, "eta_seconds": 15913.293872551658, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.24426605504587157, "fast_rcnn/fg_cls_accuracy": 0.7330645161290323, "iteration": 242139, "loss_box_reg": 0.22117497911676764, "loss_cls": 0.17956473072990775, "loss_mask": 0.22499218489974737, "loss_rpn_cls": 0.02799177783617779, "loss_rpn_loc": 0.06769827118841931, "loss_sem_seg": 0.2236209362745285, "lr": 0.002, "mask_rcnn/accuracy": 0.8936035128337049, "mask_rcnn/false_negative": 0.09532665781029223, "mask_rcnn/false_positive": 0.11113131599082182, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.5745733999938238, "total_loss": 0.9627493705338566} {"data_time": 0.01222078999853693, "eta_seconds": 15896.982926810553, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.1937423406862745, "fast_rcnn/fg_cls_accuracy": 0.7649834827748938, "iteration": 242159, "loss_box_reg": 0.19968070415779948, "loss_cls": 0.1691731340251863, "loss_mask": 0.2185819959267974, "loss_rpn_cls": 0.024088039906928316, "loss_rpn_loc": 0.05494076537434012, "loss_sem_seg": 0.23289366415701807, "lr": 0.002, "mask_rcnn/accuracy": 0.9097214172627294, "mask_rcnn/false_negative": 0.07343544837668427, "mask_rcnn/false_positive": 0.11351468822280833, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5570168545091292, "total_loss": 0.918524667476504} {"data_time": 0.012312014514463954, "eta_seconds": 15893.863972270687, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.21122994652406418, "fast_rcnn/fg_cls_accuracy": 0.753487236713628, "iteration": 242179, "loss_box_reg": 0.20562219060957432, "loss_cls": 0.16887311730533838, "loss_mask": 0.22948477696627378, "loss_rpn_cls": 0.02311829948303057, "loss_rpn_loc": 0.04823714046506211, "loss_sem_seg": 0.21154493722133338, "lr": 0.002, "mask_rcnn/accuracy": 0.8929800047690777, "mask_rcnn/false_negative": 0.08970292222335569, "mask_rcnn/false_positive": 0.11374467280851144, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5768393879989162, "total_loss": 0.9023635622070287} {"data_time": 0.012911607016576454, "eta_seconds": 15882.438168760913, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.3122820293478976, "fast_rcnn/fg_cls_accuracy": 0.6795526593871082, "iteration": 242199, "loss_box_reg": 0.2052519484423101, "loss_cls": 0.16177831031382084, "loss_mask": 0.21666545327752829, "loss_rpn_cls": 0.024867773052847042, "loss_rpn_loc": 0.0584685571375303, "loss_sem_seg": 0.2169203395023942, "lr": 0.002, "mask_rcnn/accuracy": 0.9171827162122194, "mask_rcnn/false_negative": 0.08212102266099354, "mask_rcnn/false_positive": 0.10173123588030353, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5695371239999076, "total_loss": 0.8760473809306859} {"data_time": 0.013676040500286035, "eta_seconds": 15873.325383160816, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.2601797990481227, "fast_rcnn/fg_cls_accuracy": 0.6896313204675936, "iteration": 242219, "loss_box_reg": 0.21829846780747175, "loss_cls": 0.17889974219724536, "loss_mask": 0.2270256995689124, "loss_rpn_cls": 0.025889042637572857, "loss_rpn_loc": 0.06196166848530993, "loss_sem_seg": 0.1850773640908301, "lr": 0.002, "mask_rcnn/accuracy": 0.8955889772511565, "mask_rcnn/false_negative": 0.1030131384559621, "mask_rcnn/false_positive": 0.0976794101426195, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5744116429850692, "total_loss": 0.9287472139985766} {"data_time": 0.012370936499792151, "eta_seconds": 15859.586561741366, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.1942890785987636, "fast_rcnn/fg_cls_accuracy": 0.7697749011970904, "iteration": 242239, "loss_box_reg": 0.1945274710888043, "loss_cls": 0.14572947728447616, "loss_mask": 0.214769103564322, "loss_rpn_cls": 0.02376550327608129, "loss_rpn_loc": 0.062240975559689105, "loss_sem_seg": 0.19887323072180152, "lr": 0.002, "mask_rcnn/accuracy": 0.9166824594825009, "mask_rcnn/false_negative": 0.08401472468537545, "mask_rcnn/false_positive": 0.08246030657851336, "roi_head/num_bg_samples": 432.5, "roi_head/num_fg_samples": 79.5, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.5585677159979241, "total_loss": 0.873252312265322} {"data_time": 0.013111902007949539, "eta_seconds": 15856.858213699816, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.21214596949891068, "fast_rcnn/fg_cls_accuracy": 0.7292449874686717, "iteration": 242259, "loss_box_reg": 0.21346797235310078, "loss_cls": 0.16980929812416434, "loss_mask": 0.22489596344530582, "loss_rpn_cls": 0.02625257613908616, "loss_rpn_loc": 0.06287944162613712, "loss_sem_seg": 0.2259869840927422, "lr": 0.002, "mask_rcnn/accuracy": 0.911668502628324, "mask_rcnn/false_negative": 0.05851768456957118, "mask_rcnn/false_positive": 0.10481909195567754, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5754350250062998, "total_loss": 0.9172630876564654} {"data_time": 0.012749486006214283, "eta_seconds": 15847.568904220534, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.26000180212650925, "fast_rcnn/fg_cls_accuracy": 0.7072420951772597, "iteration": 242279, "loss_box_reg": 0.18787272507324815, "loss_cls": 0.15458700340241194, "loss_mask": 0.22080671694129705, "loss_rpn_cls": 0.02481411024928093, "loss_rpn_loc": 0.05440124071901664, "loss_sem_seg": 0.20425034605432302, "lr": 0.002, "mask_rcnn/accuracy": 0.9123931944572701, "mask_rcnn/false_negative": 0.07205191754801739, "mask_rcnn/false_positive": 0.09489020501814865, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 234.25, "rpn/num_pos_anchors": 21.75, "time": 0.5709828609979013, "total_loss": 0.864423781298683} {"data_time": 0.012259609982720576, "eta_seconds": 15837.580556272733, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.3325757575757576, "fast_rcnn/fg_cls_accuracy": 0.6480282738095238, "iteration": 242299, "loss_box_reg": 0.21538302022963762, "loss_cls": 0.1754292268306017, "loss_mask": 0.2357775028795004, "loss_rpn_cls": 0.025602469821023988, "loss_rpn_loc": 0.05962247296702117, "loss_sem_seg": 0.21559171797707677, "lr": 0.002, "mask_rcnn/accuracy": 0.8855936848057548, "mask_rcnn/false_negative": 0.10794215570779292, "mask_rcnn/false_positive": 0.10969293734013452, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5747868275066139, "total_loss": 0.9236636298446683} {"data_time": 0.012414477503625676, "eta_seconds": 15824.701664360182, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.26685904024033524, "fast_rcnn/fg_cls_accuracy": 0.7203343531468531, "iteration": 242319, "loss_box_reg": 0.2144147960934788, "loss_cls": 0.159403954166919, "loss_mask": 0.2251218375749886, "loss_rpn_cls": 0.02534539721091278, "loss_rpn_loc": 0.05959309346508235, "loss_sem_seg": 0.22279329411685467, "lr": 0.002, "mask_rcnn/accuracy": 0.8861850921475618, "mask_rcnn/false_negative": 0.09829834410006535, "mask_rcnn/false_positive": 0.126751741258553, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.5647319605195662, "total_loss": 0.915430002467474} {"data_time": 0.013095771500957198, "eta_seconds": 15802.457544192497, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.27854303728070173, "fast_rcnn/fg_cls_accuracy": 0.7121081392004602, "iteration": 242339, "loss_box_reg": 0.20470305485650897, "loss_cls": 0.16261975071392953, "loss_mask": 0.22942591086030006, "loss_rpn_cls": 0.029917460149590624, "loss_rpn_loc": 0.06194352939201053, "loss_sem_seg": 0.2259696580003947, "lr": 0.002, "mask_rcnn/accuracy": 0.8906522781212364, "mask_rcnn/false_negative": 0.09228836463234857, "mask_rcnn/false_positive": 0.11759026814896073, "roi_head/num_bg_samples": 431.0, "roi_head/num_fg_samples": 81.0, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5666386170050828, "total_loss": 0.9207497798488475} {"data_time": 0.01192955850274302, "eta_seconds": 15784.345659686529, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.26293441337862555, "fast_rcnn/fg_cls_accuracy": 0.7370655866213744, "iteration": 242359, "loss_box_reg": 0.1775836051092483, "loss_cls": 0.1415693579474464, "loss_mask": 0.22613051906228065, "loss_rpn_cls": 0.022628553735557944, "loss_rpn_loc": 0.05584752801223658, "loss_sem_seg": 0.19684492819942534, "lr": 0.002, "mask_rcnn/accuracy": 0.8923301441552448, "mask_rcnn/false_negative": 0.08826810491907337, "mask_rcnn/false_positive": 0.10445072847849576, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5614829909900436, "total_loss": 0.8078248944730149} {"data_time": 0.012853217500378378, "eta_seconds": 15774.388413938621, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.24843358395989976, "fast_rcnn/fg_cls_accuracy": 0.6776315789473684, "iteration": 242379, "loss_box_reg": 0.20339935831725597, "loss_cls": 0.16720960661768913, "loss_mask": 0.22711228765547276, "loss_rpn_cls": 0.02746077536721714, "loss_rpn_loc": 0.06031484773848206, "loss_sem_seg": 0.2342077693901956, "lr": 0.002, "mask_rcnn/accuracy": 0.9217033897485025, "mask_rcnn/false_negative": 0.07447818598527853, "mask_rcnn/false_positive": 0.09271877590291402, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5788538214983419, "total_loss": 0.9087144771983731} {"data_time": 0.011431104503571987, "eta_seconds": 15760.10143175385, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.2512394366197183, "fast_rcnn/fg_cls_accuracy": 0.7232669967625214, "iteration": 242399, "loss_box_reg": 0.20586224808357656, "loss_cls": 0.15275677619501948, "loss_mask": 0.2239248170517385, "loss_rpn_cls": 0.026154569244681625, "loss_rpn_loc": 0.058417879714397714, "loss_sem_seg": 0.21139359241351485, "lr": 0.002, "mask_rcnn/accuracy": 0.9079555681229252, "mask_rcnn/false_negative": 0.07328586677673245, "mask_rcnn/false_positive": 0.1194333983209907, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5639233980036806, "total_loss": 0.8729538584884722} {"data_time": 0.012759281511534937, "eta_seconds": 15748.195725360725, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.27157738095238093, "fast_rcnn/fg_cls_accuracy": 0.7107263513513513, "iteration": 242419, "loss_box_reg": 0.21231453260406852, "loss_cls": 0.16583178448490798, "loss_mask": 0.21669234754517674, "loss_rpn_cls": 0.027347121911589056, "loss_rpn_loc": 0.05468874302459881, "loss_sem_seg": 0.21084130322560668, "lr": 0.002, "mask_rcnn/accuracy": 0.9001267133316224, "mask_rcnn/false_negative": 0.089117759411568, "mask_rcnn/false_positive": 0.1028616166349019, "roi_head/num_bg_samples": 431.25, "roi_head/num_fg_samples": 80.75, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.5642353530129185, "total_loss": 0.893054279153148} {"data_time": 0.012480544508434832, "eta_seconds": 15731.719938634546, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.2896461887553576, "fast_rcnn/fg_cls_accuracy": 0.6590292432921314, "iteration": 242439, "loss_box_reg": 0.21884589130058885, "loss_cls": 0.1778358188457787, "loss_mask": 0.23220043629407883, "loss_rpn_cls": 0.027070125952377566, "loss_rpn_loc": 0.06680545079871081, "loss_sem_seg": 0.213778936304152, "lr": 0.002, "mask_rcnn/accuracy": 0.886770129024254, "mask_rcnn/false_negative": 0.1002704919984268, "mask_rcnn/false_positive": 0.12987946176675258, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.570648896988132, "total_loss": 0.940556613568333} {"data_time": 0.012013921994366683, "eta_seconds": 15720.304010374588, "fast_rcnn/cls_accuracy": 0.9560546875, "fast_rcnn/false_negative": 0.1824300622643164, "fast_rcnn/fg_cls_accuracy": 0.7850431001009552, "iteration": 242459, "loss_box_reg": 0.2167711618822068, "loss_cls": 0.15947863133624196, "loss_mask": 0.22853178763762116, "loss_rpn_cls": 0.02786801844922593, "loss_rpn_loc": 0.06400036392733455, "loss_sem_seg": 0.22793422685936093, "lr": 0.002, "mask_rcnn/accuracy": 0.9012419185700901, "mask_rcnn/false_negative": 0.0814741365461698, "mask_rcnn/false_positive": 0.10942169209228267, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5748005060013384, "total_loss": 0.9310396152213798} {"data_time": 0.012445043001207523, "eta_seconds": 15713.936933311066, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.24104010619133404, "fast_rcnn/fg_cls_accuracy": 0.7347586991561581, "iteration": 242479, "loss_box_reg": 0.2187485210597515, "loss_cls": 0.17053873231634498, "loss_mask": 0.22978085139766335, "loss_rpn_cls": 0.02567119282502972, "loss_rpn_loc": 0.06301716758753173, "loss_sem_seg": 0.21436558500863612, "lr": 0.002, "mask_rcnn/accuracy": 0.8988656140848299, "mask_rcnn/false_negative": 0.08040934588350593, "mask_rcnn/false_positive": 0.11222059593942582, "roi_head/num_bg_samples": 430.75, "roi_head/num_fg_samples": 81.25, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5710893560026307, "total_loss": 0.9083764767783578} {"data_time": 0.012419718492310494, "eta_seconds": 15694.720912776029, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.21737499999999998, "fast_rcnn/fg_cls_accuracy": 0.782625, "iteration": 242499, "loss_box_reg": 0.20861662365496159, "loss_cls": 0.1601152834482491, "loss_mask": 0.23800850566476583, "loss_rpn_cls": 0.029124632696039043, "loss_rpn_loc": 0.06268326321151108, "loss_sem_seg": 0.1967845787294209, "lr": 0.002, "mask_rcnn/accuracy": 0.9012841850494602, "mask_rcnn/false_negative": 0.09444580568402217, "mask_rcnn/false_positive": 0.09878818025947411, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.560919608004042, "total_loss": 0.8977214711267152} {"data_time": 0.012834095483412966, "eta_seconds": 15677.910252905858, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.2632525229091753, "fast_rcnn/fg_cls_accuracy": 0.6530261890163791, "iteration": 242519, "loss_box_reg": 0.2256579075474292, "loss_cls": 0.17377054248936474, "loss_mask": 0.22440027771517634, "loss_rpn_cls": 0.022854263996123336, "loss_rpn_loc": 0.0520702104549855, "loss_sem_seg": 0.19896297220839188, "lr": 0.002, "mask_rcnn/accuracy": 0.8916584076809108, "mask_rcnn/false_negative": 0.10352508585702191, "mask_rcnn/false_positive": 0.1162402572108802, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5648726049985271, "total_loss": 0.9168579383549513} {"data_time": 0.012081735505489632, "eta_seconds": 15666.289833169387, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.24084967320261438, "fast_rcnn/fg_cls_accuracy": 0.7018744604760143, "iteration": 242539, "loss_box_reg": 0.20740033849142492, "loss_cls": 0.15977565222419798, "loss_mask": 0.2343734772875905, "loss_rpn_cls": 0.02525416386924917, "loss_rpn_loc": 0.07680684642400593, "loss_sem_seg": 0.20532729313708842, "lr": 0.002, "mask_rcnn/accuracy": 0.8899971400942488, "mask_rcnn/false_negative": 0.10057502250015318, "mask_rcnn/false_positive": 0.12092123206839013, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.5711250850145007, "total_loss": 0.9475876495125704} {"data_time": 0.014611685503041372, "eta_seconds": 15650.212135130569, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.22344322344322343, "fast_rcnn/fg_cls_accuracy": 0.7696581196581197, "iteration": 242559, "loss_box_reg": 0.17685447121039033, "loss_cls": 0.13622096180915833, "loss_mask": 0.20742188720032573, "loss_rpn_cls": 0.021191996998823015, "loss_rpn_loc": 0.04362324476824142, "loss_sem_seg": 0.2099256705841981, "lr": 0.002, "mask_rcnn/accuracy": 0.9055687615955472, "mask_rcnn/false_negative": 0.07751607331669894, "mask_rcnn/false_positive": 0.11576610114941266, "roi_head/num_bg_samples": 461.25, "roi_head/num_fg_samples": 50.75, "rpn/num_neg_anchors": 235.5, "rpn/num_pos_anchors": 20.5, "time": 0.5676523504953366, "total_loss": 0.8062796657650324} {"data_time": 0.012193943010061048, "eta_seconds": 15639.902750098248, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.21791443850267378, "fast_rcnn/fg_cls_accuracy": 0.7697492163009405, "iteration": 242579, "loss_box_reg": 0.19914763467386365, "loss_cls": 0.15407878579571843, "loss_mask": 0.22694366611540318, "loss_rpn_cls": 0.022880880584125407, "loss_rpn_loc": 0.06453493441222236, "loss_sem_seg": 0.22937171009834856, "lr": 0.002, "mask_rcnn/accuracy": 0.903336082286992, "mask_rcnn/false_negative": 0.07355629184518842, "mask_rcnn/false_positive": 0.12614501969789832, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.573184034001315, "total_loss": 0.8896109918059665} {"data_time": 0.013893522016587667, "eta_seconds": 15625.56785937633, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.273073476702509, "fast_rcnn/fg_cls_accuracy": 0.7028218694885362, "iteration": 242599, "loss_box_reg": 0.18390244292095304, "loss_cls": 0.14628745592199266, "loss_mask": 0.22100666910409927, "loss_rpn_cls": 0.024528786874725483, "loss_rpn_loc": 0.05826641377643682, "loss_sem_seg": 0.20469312136992812, "lr": 0.002, "mask_rcnn/accuracy": 0.9073922633308729, "mask_rcnn/false_negative": 0.08904395811912105, "mask_rcnn/false_positive": 0.08921182173973445, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.561338944506133, "total_loss": 0.8527018310869607} {"data_time": 0.012806579499738291, "eta_seconds": 15619.19398295309, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.16802252816020025, "fast_rcnn/fg_cls_accuracy": 0.7635121078472165, "iteration": 242619, "loss_box_reg": 0.2067690030671656, "loss_cls": 0.16363384708529338, "loss_mask": 0.2241780231706798, "loss_rpn_cls": 0.022419081829866627, "loss_rpn_loc": 0.06293629831634462, "loss_sem_seg": 0.22953963070176542, "lr": 0.002, "mask_rcnn/accuracy": 0.9103232907397547, "mask_rcnn/false_negative": 0.08087358565413583, "mask_rcnn/false_positive": 0.09900480039513321, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5715468625130598, "total_loss": 0.9074813136685407} {"data_time": 0.011893137489096262, "eta_seconds": 15609.450253984833, "fast_rcnn/cls_accuracy": 0.95849609375, "fast_rcnn/false_negative": 0.220703125, "fast_rcnn/fg_cls_accuracy": 0.7622256031297544, "iteration": 242639, "loss_box_reg": 0.2235965528525412, "loss_cls": 0.17386929411441088, "loss_mask": 0.22859048005193472, "loss_rpn_cls": 0.02899668912141351, "loss_rpn_loc": 0.07740866023232229, "loss_sem_seg": 0.2232225490733981, "lr": 0.002, "mask_rcnn/accuracy": 0.8976719606337833, "mask_rcnn/false_negative": 0.08570480215780057, "mask_rcnn/false_positive": 0.12366027682011843, "roi_head/num_bg_samples": 461.5, "roi_head/num_fg_samples": 50.5, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5753749770228751, "total_loss": 0.9394826650604955} {"data_time": 0.012674602010520175, "eta_seconds": 15602.435196622479, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.20049019607843138, "fast_rcnn/fg_cls_accuracy": 0.7554540094339622, "iteration": 242659, "loss_box_reg": 0.21120804210659117, "loss_cls": 0.1634747083298862, "loss_mask": 0.23786621820181608, "loss_rpn_cls": 0.027865837764693424, "loss_rpn_loc": 0.06400896642298903, "loss_sem_seg": 0.1913086250424385, "lr": 0.002, "mask_rcnn/accuracy": 0.8967788384885205, "mask_rcnn/false_negative": 0.09069954864000362, "mask_rcnn/false_positive": 0.11468489469089693, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5734535890078405, "total_loss": 0.906888259400148} {"data_time": 0.012593828010722063, "eta_seconds": 15591.021981892496, "fast_rcnn/cls_accuracy": 0.9609375, "fast_rcnn/false_negative": 0.1628031496062992, "fast_rcnn/fg_cls_accuracy": 0.8109898989898989, "iteration": 242679, "loss_box_reg": 0.2081848451634869, "loss_cls": 0.1580805010162294, "loss_mask": 0.2131905136629939, "loss_rpn_cls": 0.023206107893201988, "loss_rpn_loc": 0.059095199016155675, "loss_sem_seg": 0.2036391875008121, "lr": 0.002, "mask_rcnn/accuracy": 0.9259475783871172, "mask_rcnn/false_negative": 0.07809549772503045, "mask_rcnn/false_positive": 0.08222180079592184, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5715040064969799, "total_loss": 0.8721432231686777} {"data_time": 0.012522449498646893, "eta_seconds": 15573.768045988967, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.23583260680034873, "fast_rcnn/fg_cls_accuracy": 0.6929076422399282, "iteration": 242699, "loss_box_reg": 0.2155258249840699, "loss_cls": 0.1651533329859376, "loss_mask": 0.22908854763954878, "loss_rpn_cls": 0.02792791027968633, "loss_rpn_loc": 0.06641016330104321, "loss_sem_seg": 0.2059745923615992, "lr": 0.002, "mask_rcnn/accuracy": 0.9099662966764615, "mask_rcnn/false_negative": 0.07611937153176909, "mask_rcnn/false_positive": 0.10804606781401627, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 235.0, "rpn/num_pos_anchors": 21.0, "time": 0.5692793494963553, "total_loss": 0.9110663181527343} {"data_time": 0.011933417510590516, "eta_seconds": 15575.592768540722, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.23574398574398575, "fast_rcnn/fg_cls_accuracy": 0.7642560142560142, "iteration": 242719, "loss_box_reg": 0.20158055541105568, "loss_cls": 0.158462303574197, "loss_mask": 0.2219287995249033, "loss_rpn_cls": 0.023841863148845732, "loss_rpn_loc": 0.06549525732407346, "loss_sem_seg": 0.24273912282660604, "lr": 0.002, "mask_rcnn/accuracy": 0.9169902643939349, "mask_rcnn/false_negative": 0.06874366111868921, "mask_rcnn/false_positive": 0.09400162641335039, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5761664009914966, "total_loss": 0.9129472477070522} {"data_time": 0.012582600509631447, "eta_seconds": 15566.184233908542, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.25276713495104297, "fast_rcnn/fg_cls_accuracy": 0.7005177220230984, "iteration": 242739, "loss_box_reg": 0.1985768845770508, "loss_cls": 0.15143293677829206, "loss_mask": 0.22007160261273384, "loss_rpn_cls": 0.02648014018086542, "loss_rpn_loc": 0.054756300945882685, "loss_sem_seg": 0.20458172145299613, "lr": 0.002, "mask_rcnn/accuracy": 0.8918675756287363, "mask_rcnn/false_negative": 0.09192068760707706, "mask_rcnn/false_positive": 0.13449374377019668, "roi_head/num_bg_samples": 433.0, "roi_head/num_fg_samples": 79.0, "rpn/num_neg_anchors": 203.25, "rpn/num_pos_anchors": 52.75, "time": 0.5686059275030857, "total_loss": 0.837397611932829} {"data_time": 0.01271320050000213, "eta_seconds": 15554.54233913288, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.19138313609467456, "fast_rcnn/fg_cls_accuracy": 0.7837652543534896, "iteration": 242759, "loss_box_reg": 0.19764923944603652, "loss_cls": 0.15537519636563957, "loss_mask": 0.221864003688097, "loss_rpn_cls": 0.02686629337404156, "loss_rpn_loc": 0.05940071359509602, "loss_sem_seg": 0.2267503102775663, "lr": 0.002, "mask_rcnn/accuracy": 0.9031072950816367, "mask_rcnn/false_negative": 0.06337856840030665, "mask_rcnn/false_positive": 0.12457378250076154, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.5723851030052174, "total_loss": 0.8936919621773995} {"data_time": 0.012197612988529727, "eta_seconds": 15539.004941103063, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.2532467532467532, "fast_rcnn/fg_cls_accuracy": 0.7157427937915742, "iteration": 242779, "loss_box_reg": 0.20242094318382442, "loss_cls": 0.1564734699204564, "loss_mask": 0.2130506169050932, "loss_rpn_cls": 0.021725942051944003, "loss_rpn_loc": 0.07157019458827563, "loss_sem_seg": 0.1945754331536591, "lr": 0.002, "mask_rcnn/accuracy": 0.906029822643343, "mask_rcnn/false_negative": 0.08251571690731105, "mask_rcnn/false_positive": 0.0967956116367708, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5708790780045092, "total_loss": 0.8652555933003896} {"data_time": 0.012364501992124133, "eta_seconds": 15516.723366138453, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.2597071129707113, "fast_rcnn/fg_cls_accuracy": 0.675737432488575, "iteration": 242799, "loss_box_reg": 0.20838274317793548, "loss_cls": 0.165422284277156, "loss_mask": 0.22072908747941256, "loss_rpn_cls": 0.024256906646769494, "loss_rpn_loc": 0.05561627692077309, "loss_sem_seg": 0.21635389584116638, "lr": 0.002, "mask_rcnn/accuracy": 0.9080222470930277, "mask_rcnn/false_negative": 0.08406868427435824, "mask_rcnn/false_positive": 0.10066281809462048, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5693393885012483, "total_loss": 0.8822579229172334} {"data_time": 0.012335539504420012, "eta_seconds": 15515.099916238032, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.18907828282828282, "fast_rcnn/fg_cls_accuracy": 0.7453877005347593, "iteration": 242819, "loss_box_reg": 0.19756520865485072, "loss_cls": 0.15675340360030532, "loss_mask": 0.2176717920228839, "loss_rpn_cls": 0.02066041935540852, "loss_rpn_loc": 0.053302472981158644, "loss_sem_seg": 0.20550701837055385, "lr": 0.002, "mask_rcnn/accuracy": 0.9269404984215909, "mask_rcnn/false_negative": 0.07610516579097157, "mask_rcnn/false_positive": 0.0899401765191251, "roi_head/num_bg_samples": 461.5, "roi_head/num_fg_samples": 50.5, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5784563074994367, "total_loss": 0.8436412078954163} {"data_time": 0.012470268513425253, "eta_seconds": 15508.708497363652, "fast_rcnn/cls_accuracy": 0.95849609375, "fast_rcnn/false_negative": 0.28470111448834856, "fast_rcnn/fg_cls_accuracy": 0.7095938665561541, "iteration": 242839, "loss_box_reg": 0.1978132778313011, "loss_cls": 0.14498118427582085, "loss_mask": 0.22172117559239268, "loss_rpn_cls": 0.025958237107261084, "loss_rpn_loc": 0.06568164205236826, "loss_sem_seg": 0.1920117367990315, "lr": 0.002, "mask_rcnn/accuracy": 0.9126140600470958, "mask_rcnn/false_negative": 0.07268318934452296, "mask_rcnn/false_positive": 0.10844229149859655, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5780826475092908, "total_loss": 0.8488567092135781} {"data_time": 0.012185873507405631, "eta_seconds": 15493.337243542788, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.23970373695432612, "fast_rcnn/fg_cls_accuracy": 0.7331092877094971, "iteration": 242859, "loss_box_reg": 0.20572038576938212, "loss_cls": 0.1542478022747673, "loss_mask": 0.21688061160966754, "loss_rpn_cls": 0.022342225012835115, "loss_rpn_loc": 0.05569129156356212, "loss_sem_seg": 0.2264295273926109, "lr": 0.002, "mask_rcnn/accuracy": 0.916070787611527, "mask_rcnn/false_negative": 0.09346185465510701, "mask_rcnn/false_positive": 0.09388837428179123, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5546473169961246, "total_loss": 0.8823971373858512} {"data_time": 0.012678027487709187, "eta_seconds": 15475.049295273318, "fast_rcnn/cls_accuracy": 0.95947265625, "fast_rcnn/false_negative": 0.2140908361418713, "fast_rcnn/fg_cls_accuracy": 0.7644037875140427, "iteration": 242879, "loss_box_reg": 0.2112669839989394, "loss_cls": 0.16135005350224674, "loss_mask": 0.22408165875822306, "loss_rpn_cls": 0.025563724691892276, "loss_rpn_loc": 0.0648229948565131, "loss_sem_seg": 0.1854576604673639, "lr": 0.002, "mask_rcnn/accuracy": 0.9127793800447008, "mask_rcnn/false_negative": 0.06555822287207766, "mask_rcnn/false_positive": 0.09204396294628367, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5705436564894626, "total_loss": 0.8768266114748258} {"data_time": 0.012469941502786241, "eta_seconds": 15456.302579139738, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.2069993913572733, "fast_rcnn/fg_cls_accuracy": 0.7807335395492709, "iteration": 242899, "loss_box_reg": 0.19250442902557552, "loss_cls": 0.15986289171269163, "loss_mask": 0.21909149689599872, "loss_rpn_cls": 0.021961638845823472, "loss_rpn_loc": 0.05764303986507002, "loss_sem_seg": 0.23044557077810168, "lr": 0.002, "mask_rcnn/accuracy": 0.9116768941151834, "mask_rcnn/false_negative": 0.058203280167956555, "mask_rcnn/false_positive": 0.10507462188388611, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5650763549929252, "total_loss": 0.8881262815993978} {"data_time": 0.012666284994338639, "eta_seconds": 15444.896134669689, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.22699192143196578, "fast_rcnn/fg_cls_accuracy": 0.762005649717514, "iteration": 242919, "loss_box_reg": 0.22392019350081682, "loss_cls": 0.1716223827097565, "loss_mask": 0.22787713492289186, "loss_rpn_cls": 0.024186709910281934, "loss_rpn_loc": 0.06067795426497469, "loss_sem_seg": 0.20251092966645956, "lr": 0.002, "mask_rcnn/accuracy": 0.898650675547997, "mask_rcnn/false_negative": 0.07042356584351825, "mask_rcnn/false_positive": 0.10912573879667904, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5629810549871763, "total_loss": 0.8991100093990099} {"data_time": 0.012031456994009204, "eta_seconds": 15440.813722922874, "fast_rcnn/cls_accuracy": 0.962890625, "fast_rcnn/false_negative": 0.23144224196855775, "fast_rcnn/fg_cls_accuracy": 0.7216608368959709, "iteration": 242939, "loss_box_reg": 0.19477821281179786, "loss_cls": 0.15972427930682898, "loss_mask": 0.22681949846446514, "loss_rpn_cls": 0.023867087431426626, "loss_rpn_loc": 0.05281369702424854, "loss_sem_seg": 0.2100174045190215, "lr": 0.002, "mask_rcnn/accuracy": 0.906138473381777, "mask_rcnn/false_negative": 0.09147545317356853, "mask_rcnn/false_positive": 0.0924078380799169, "roi_head/num_bg_samples": 460.75, "roi_head/num_fg_samples": 51.25, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5724147970177, "total_loss": 0.8825480342129595} {"data_time": 0.01330419750593137, "eta_seconds": 15429.401865472726, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.2557681089453463, "fast_rcnn/fg_cls_accuracy": 0.7310160320238167, "iteration": 242959, "loss_box_reg": 0.19545031106099486, "loss_cls": 0.15145116567146033, "loss_mask": 0.2199328439310193, "loss_rpn_cls": 0.027329255087352067, "loss_rpn_loc": 0.05430738005088642, "loss_sem_seg": 0.17978402972221375, "lr": 0.002, "mask_rcnn/accuracy": 0.9023356545010441, "mask_rcnn/false_negative": 0.0880416282826389, "mask_rcnn/false_positive": 0.10414544574859136, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5712938989890972, "total_loss": 0.85582361384877} {"data_time": 0.013147578501957469, "eta_seconds": 15423.770826557811, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.2534722222222222, "fast_rcnn/fg_cls_accuracy": 0.7103758877533345, "iteration": 242979, "loss_box_reg": 0.20292443875223398, "loss_cls": 0.1766133310738951, "loss_mask": 0.2183615961112082, "loss_rpn_cls": 0.024696961751033086, "loss_rpn_loc": 0.054813968657981604, "loss_sem_seg": 0.21381925325840712, "lr": 0.002, "mask_rcnn/accuracy": 0.9012366122199033, "mask_rcnn/false_negative": 0.07814003148064547, "mask_rcnn/false_positive": 0.11557346350293854, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5682520355039742, "total_loss": 0.8777902549700229} {"data_time": 0.011325319501338527, "eta_seconds": 15406.57815057243, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.30379971590909094, "fast_rcnn/fg_cls_accuracy": 0.6563192597517731, "iteration": 242999, "loss_box_reg": 0.2085574776865542, "loss_cls": 0.1595322540961206, "loss_mask": 0.2193709621205926, "loss_rpn_cls": 0.023828584176953882, "loss_rpn_loc": 0.049827515467768535, "loss_sem_seg": 0.22142679803073406, "lr": 0.002, "mask_rcnn/accuracy": 0.8987325976200139, "mask_rcnn/false_negative": 0.09364741761811457, "mask_rcnn/false_positive": 0.12015609635190677, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5727996229979908, "total_loss": 0.8839360266629228} {"data_time": 0.013406238998868503, "eta_seconds": 15387.863912319444, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.2620169082125604, "fast_rcnn/fg_cls_accuracy": 0.7124518613607189, "iteration": 243019, "loss_box_reg": 0.1728604140225798, "loss_cls": 0.14872884610667825, "loss_mask": 0.21572929387912154, "loss_rpn_cls": 0.02293355271103792, "loss_rpn_loc": 0.05287733062868938, "loss_sem_seg": 0.2143606161698699, "lr": 0.002, "mask_rcnn/accuracy": 0.9031403240807787, "mask_rcnn/false_negative": 0.07859701175071303, "mask_rcnn/false_positive": 0.1161606370332071, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5652703444939107, "total_loss": 0.8110358362755505} {"data_time": 0.013393313012784347, "eta_seconds": 15379.2797320588, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.236580310880829, "fast_rcnn/fg_cls_accuracy": 0.7634196891191709, "iteration": 243039, "loss_box_reg": 0.18472728179767728, "loss_cls": 0.13669360044877976, "loss_mask": 0.20873710652813315, "loss_rpn_cls": 0.020426429642611765, "loss_rpn_loc": 0.06569430616218597, "loss_sem_seg": 0.19349730154499412, "lr": 0.002, "mask_rcnn/accuracy": 0.9080996594116371, "mask_rcnn/false_negative": 0.06620217352810406, "mask_rcnn/false_positive": 0.10021741152008856, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.5773411260015564, "total_loss": 0.8097417830449558} {"data_time": 0.012152468494605273, "eta_seconds": 15365.8585934523, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.30529698581560283, "fast_rcnn/fg_cls_accuracy": 0.6388781431334623, "iteration": 243059, "loss_box_reg": 0.21440494898706675, "loss_cls": 0.17581220786087215, "loss_mask": 0.23698073346167803, "loss_rpn_cls": 0.02781895373846055, "loss_rpn_loc": 0.06747839949093759, "loss_sem_seg": 0.2120159426704049, "lr": 0.002, "mask_rcnn/accuracy": 0.888724134187791, "mask_rcnn/false_negative": 0.10042751028101327, "mask_rcnn/false_positive": 0.1152097592939039, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5521375750104198, "total_loss": 0.9738798167381901} {"data_time": 0.012320230991463177, "eta_seconds": 15344.525103770458, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.2109230324074074, "fast_rcnn/fg_cls_accuracy": 0.7427841634738186, "iteration": 243079, "loss_box_reg": 0.19065734976902604, "loss_cls": 0.15630806842818856, "loss_mask": 0.22205318789929152, "loss_rpn_cls": 0.023970698355697095, "loss_rpn_loc": 0.05648132579517551, "loss_sem_seg": 0.2039499783422798, "lr": 0.002, "mask_rcnn/accuracy": 0.8976653089660052, "mask_rcnn/false_negative": 0.0820277734022461, "mask_rcnn/false_positive": 0.10356577205304116, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5750080815050751, "total_loss": 0.8316018001860357} {"data_time": 0.013341295009013265, "eta_seconds": 15325.97984207583, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.2508741258741259, "fast_rcnn/fg_cls_accuracy": 0.7451298701298701, "iteration": 243099, "loss_box_reg": 0.2120500006712973, "loss_cls": 0.16757550043985248, "loss_mask": 0.23913716152310371, "loss_rpn_cls": 0.026812366500962526, "loss_rpn_loc": 0.06853320053778589, "loss_sem_seg": 0.20977397402748466, "lr": 0.002, "mask_rcnn/accuracy": 0.9058846128361435, "mask_rcnn/false_negative": 0.09021700563153079, "mask_rcnn/false_positive": 0.09822918252820945, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5654360249900492, "total_loss": 0.9113434309983859} {"data_time": 0.012840682509704493, "eta_seconds": 15311.458364679725, "fast_rcnn/cls_accuracy": 0.95849609375, "fast_rcnn/false_negative": 0.22999742732184203, "fast_rcnn/fg_cls_accuracy": 0.7670581011589531, "iteration": 243119, "loss_box_reg": 0.1985923871397972, "loss_cls": 0.15941025619395077, "loss_mask": 0.22538529988378286, "loss_rpn_cls": 0.02288098990902654, "loss_rpn_loc": 0.055753783526597545, "loss_sem_seg": 0.2110159103758633, "lr": 0.002, "mask_rcnn/accuracy": 0.9232714726178242, "mask_rcnn/false_negative": 0.0514729452114457, "mask_rcnn/false_positive": 0.09104322535104423, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 237.0, "rpn/num_pos_anchors": 19.0, "time": 0.5598076000023866, "total_loss": 0.8813127787707344} {"data_time": 0.01171217201044783, "eta_seconds": 15306.72211477514, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.25078616352201255, "fast_rcnn/fg_cls_accuracy": 0.7109022556390977, "iteration": 243139, "loss_box_reg": 0.20275275129824877, "loss_cls": 0.17234219051897526, "loss_mask": 0.23731823777779937, "loss_rpn_cls": 0.028170387209684122, "loss_rpn_loc": 0.07275125646265224, "loss_sem_seg": 0.22119095036759973, "lr": 0.002, "mask_rcnn/accuracy": 0.9076204857728267, "mask_rcnn/false_negative": 0.09131292843618134, "mask_rcnn/false_positive": 0.11226703494030633, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5823224599880632, "total_loss": 0.9374601829476887} {"data_time": 0.01309055848105345, "eta_seconds": 15306.22484265246, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.2748518318965517, "fast_rcnn/fg_cls_accuracy": 0.7115885416666667, "iteration": 243159, "loss_box_reg": 0.20600918168202043, "loss_cls": 0.165522376075387, "loss_mask": 0.22825936507433653, "loss_rpn_cls": 0.026803237764397636, "loss_rpn_loc": 0.06952736276434734, "loss_sem_seg": 0.2079437617212534, "lr": 0.002, "mask_rcnn/accuracy": 0.9058059011275743, "mask_rcnn/false_negative": 0.09316018609747859, "mask_rcnn/false_positive": 0.10713775094520603, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.5705348445044365, "total_loss": 0.9213073349819751} {"data_time": 0.013243604000308551, "eta_seconds": 15278.945296464924, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.25860265054638454, "fast_rcnn/fg_cls_accuracy": 0.7366847826086957, "iteration": 243179, "loss_box_reg": 0.19487585849128664, "loss_cls": 0.15479539596708491, "loss_mask": 0.22176070092245936, "loss_rpn_cls": 0.025829897487710696, "loss_rpn_loc": 0.06042052227712702, "loss_sem_seg": 0.22319485479965806, "lr": 0.002, "mask_rcnn/accuracy": 0.8789672407918647, "mask_rcnn/false_negative": 0.0716396754878223, "mask_rcnn/false_positive": 0.12051718097585717, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5658322399976896, "total_loss": 0.877344829888898} {"data_time": 0.012408996990416199, "eta_seconds": 15272.53115662442, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.2715790153766636, "fast_rcnn/fg_cls_accuracy": 0.7169530947150795, "iteration": 243199, "loss_box_reg": 0.1948477707337588, "loss_cls": 0.15767816826701164, "loss_mask": 0.23106519225984812, "loss_rpn_cls": 0.028041186513291905, "loss_rpn_loc": 0.060019248398020864, "loss_sem_seg": 0.21017391374334693, "lr": 0.002, "mask_rcnn/accuracy": 0.9049916683845256, "mask_rcnn/false_negative": 0.09073540522759982, "mask_rcnn/false_positive": 0.1107805539352522, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5813443130027736, "total_loss": 0.9055383925915521} {"data_time": 0.01303311699302867, "eta_seconds": 15253.882330688357, "fast_rcnn/cls_accuracy": 0.96044921875, "fast_rcnn/false_negative": 0.19083085071168487, "fast_rcnn/fg_cls_accuracy": 0.8091691492883151, "iteration": 243219, "loss_box_reg": 0.19422041671350598, "loss_cls": 0.16434922977350652, "loss_mask": 0.21838975697755814, "loss_rpn_cls": 0.020627414152841084, "loss_rpn_loc": 0.053652261252864264, "loss_sem_seg": 0.21768891136161983, "lr": 0.002, "mask_rcnn/accuracy": 0.909079540143167, "mask_rcnn/false_negative": 0.07805033155659336, "mask_rcnn/false_positive": 0.10710631707609938, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5600102099851938, "total_loss": 0.8623847716044111} {"data_time": 0.013222287001553923, "eta_seconds": 15247.567348581695, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.2732351447435246, "fast_rcnn/fg_cls_accuracy": 0.7171954772660447, "iteration": 243239, "loss_box_reg": 0.22916147322393954, "loss_cls": 0.18157015135511756, "loss_mask": 0.24278597626835108, "loss_rpn_cls": 0.03158546643680893, "loss_rpn_loc": 0.06364557979395613, "loss_sem_seg": 0.20470275916159153, "lr": 0.002, "mask_rcnn/accuracy": 0.8924507842109805, "mask_rcnn/false_negative": 0.11536010479976037, "mask_rcnn/false_positive": 0.11397196720336042, "roi_head/num_bg_samples": 431.25, "roi_head/num_fg_samples": 80.75, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.5670725335075986, "total_loss": 0.9838362160880934} {"data_time": 0.0124812474969076, "eta_seconds": 15231.099189908418, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.2645524963570826, "fast_rcnn/fg_cls_accuracy": 0.6986481033091203, "iteration": 243259, "loss_box_reg": 0.21943191648460925, "loss_cls": 0.16943919891491532, "loss_mask": 0.231556317768991, "loss_rpn_cls": 0.027596241066930816, "loss_rpn_loc": 0.06563517672475427, "loss_sem_seg": 0.22443284140899777, "lr": 0.002, "mask_rcnn/accuracy": 0.9021982010440198, "mask_rcnn/false_negative": 0.09795636731968532, "mask_rcnn/false_positive": 0.09843127183971512, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5624948700133245, "total_loss": 0.9617593053117162} {"data_time": 0.011832619493361562, "eta_seconds": 15221.978944365954, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.27861377108983126, "fast_rcnn/fg_cls_accuracy": 0.6705426356589147, "iteration": 243279, "loss_box_reg": 0.21490639098919928, "loss_cls": 0.16818224359303713, "loss_mask": 0.2291395952925086, "loss_rpn_cls": 0.02789060163195245, "loss_rpn_loc": 0.06847401731647551, "loss_sem_seg": 0.20413243537768722, "lr": 0.002, "mask_rcnn/accuracy": 0.8861816431999157, "mask_rcnn/false_negative": 0.0895995681422723, "mask_rcnn/false_positive": 0.13126761311716892, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.5749220009893179, "total_loss": 0.9334609073994216} {"data_time": 0.011516947502968833, "eta_seconds": 15208.31604912848, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.2891337386018237, "fast_rcnn/fg_cls_accuracy": 0.6491894630192503, "iteration": 243299, "loss_box_reg": 0.2326731823850423, "loss_cls": 0.17819338804110885, "loss_mask": 0.23179077450186014, "loss_rpn_cls": 0.026283936356776394, "loss_rpn_loc": 0.05883769696811214, "loss_sem_seg": 0.21216370351612568, "lr": 0.002, "mask_rcnn/accuracy": 0.9060158591408591, "mask_rcnn/false_negative": 0.08051351622646358, "mask_rcnn/false_positive": 0.10033392950304233, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5678820635075681, "total_loss": 0.930863108515041} {"data_time": 0.013585784006863832, "eta_seconds": 15200.641915409287, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.2819875776397516, "fast_rcnn/fg_cls_accuracy": 0.7067447306791569, "iteration": 243319, "loss_box_reg": 0.2147358659422025, "loss_cls": 0.17272224416956306, "loss_mask": 0.2243622075766325, "loss_rpn_cls": 0.0282933010639681, "loss_rpn_loc": 0.06630973108985927, "loss_sem_seg": 0.22573806555010378, "lr": 0.002, "mask_rcnn/accuracy": 0.8899297002668787, "mask_rcnn/false_negative": 0.0996511378923456, "mask_rcnn/false_positive": 0.11039893324268266, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 207.5, "rpn/num_pos_anchors": 48.5, "time": 0.5683903330063913, "total_loss": 1.0062764312024228} {"data_time": 0.01217600199743174, "eta_seconds": 15192.752254272738, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.22560369318181817, "fast_rcnn/fg_cls_accuracy": 0.7522453450164294, "iteration": 243339, "loss_box_reg": 0.20706760277971625, "loss_cls": 0.16147139621898532, "loss_mask": 0.22272163536399603, "loss_rpn_cls": 0.025227014150004834, "loss_rpn_loc": 0.05921051214681938, "loss_sem_seg": 0.19554449175484478, "lr": 0.002, "mask_rcnn/accuracy": 0.9118146548392084, "mask_rcnn/false_negative": 0.07265383514446697, "mask_rcnn/false_positive": 0.10542994125178796, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5727549170114798, "total_loss": 0.9267383410624461} {"data_time": 0.012110965995816514, "eta_seconds": 15181.355268222498, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.28786181139122313, "fast_rcnn/fg_cls_accuracy": 0.6614583333333333, "iteration": 243359, "loss_box_reg": 0.21808996249455959, "loss_cls": 0.1639151987619698, "loss_mask": 0.22879281966015697, "loss_rpn_cls": 0.027022334666980896, "loss_rpn_loc": 0.06830576818902045, "loss_sem_seg": 0.20217245141975582, "lr": 0.002, "mask_rcnn/accuracy": 0.8953617810760668, "mask_rcnn/false_negative": 0.10136151206897369, "mask_rcnn/false_positive": 0.1265819099903132, "roi_head/num_bg_samples": 427.0, "roi_head/num_fg_samples": 85.0, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5674292274925392, "total_loss": 0.9003020804739208} {"data_time": 0.012632640020456165, "eta_seconds": 15165.012592266983, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.26836219336219336, "fast_rcnn/fg_cls_accuracy": 0.6987373737373737, "iteration": 243379, "loss_box_reg": 0.20608601276762784, "loss_cls": 0.16734229563735425, "loss_mask": 0.22054941719397902, "loss_rpn_cls": 0.03015081215198734, "loss_rpn_loc": 0.06540515154483728, "loss_sem_seg": 0.215054260334, "lr": 0.002, "mask_rcnn/accuracy": 0.9183933442251988, "mask_rcnn/false_negative": 0.07222395329850445, "mask_rcnn/false_positive": 0.1011262191416514, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5655396014917642, "total_loss": 0.9344121003523469} {"data_time": 0.012371904493193142, "eta_seconds": 15155.064487530544, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.24394512771996216, "fast_rcnn/fg_cls_accuracy": 0.7560548722800378, "iteration": 243399, "loss_box_reg": 0.21478012483567, "loss_cls": 0.1633032145909965, "loss_mask": 0.2232120600529015, "loss_rpn_cls": 0.025358508035424165, "loss_rpn_loc": 0.059278039378114045, "loss_sem_seg": 0.2294657446909696, "lr": 0.002, "mask_rcnn/accuracy": 0.8954427782626209, "mask_rcnn/false_negative": 0.09557813927930872, "mask_rcnn/false_positive": 0.11567673936782114, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.5688554750086041, "total_loss": 0.9136581590719288} {"data_time": 0.013051371497567743, "eta_seconds": 15150.730722607725, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.20697302092122627, "fast_rcnn/fg_cls_accuracy": 0.7648970747562297, "iteration": 243419, "loss_box_reg": 0.22231553215533495, "loss_cls": 0.1657735586632043, "loss_mask": 0.23181665549054742, "loss_rpn_cls": 0.024930041865445673, "loss_rpn_loc": 0.06468387215863913, "loss_sem_seg": 0.22773830429650843, "lr": 0.002, "mask_rcnn/accuracy": 0.8995759317811631, "mask_rcnn/false_negative": 0.09198809023877963, "mask_rcnn/false_positive": 0.1220445855842, "roi_head/num_bg_samples": 431.5, "roi_head/num_fg_samples": 80.5, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.569010678504128, "total_loss": 0.9324339797603898} {"data_time": 0.01242542898398824, "eta_seconds": 15133.61370448333, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.24129118502791538, "fast_rcnn/fg_cls_accuracy": 0.7135099085365854, "iteration": 243439, "loss_box_reg": 0.1851322443690151, "loss_cls": 0.15309988707304, "loss_mask": 0.22453562775626779, "loss_rpn_cls": 0.020966880998457782, "loss_rpn_loc": 0.04820305708562955, "loss_sem_seg": 0.211273399181664, "lr": 0.002, "mask_rcnn/accuracy": 0.8978900680833852, "mask_rcnn/false_negative": 0.07972456710420395, "mask_rcnn/false_positive": 0.11460417136409824, "roi_head/num_bg_samples": 427.75, "roi_head/num_fg_samples": 84.25, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5606511535006575, "total_loss": 0.8172727182973176} {"data_time": 0.012379599502310157, "eta_seconds": 15119.520182015418, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.2345598326906738, "fast_rcnn/fg_cls_accuracy": 0.7303619408882567, "iteration": 243459, "loss_box_reg": 0.20719422795809805, "loss_cls": 0.1746333760675043, "loss_mask": 0.22344960365444422, "loss_rpn_cls": 0.022489319907435856, "loss_rpn_loc": 0.06777695287019014, "loss_sem_seg": 0.21365073649212718, "lr": 0.002, "mask_rcnn/accuracy": 0.9114769980238867, "mask_rcnn/false_negative": 0.09459739194682132, "mask_rcnn/false_positive": 0.08787824540229626, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5688861925009405, "total_loss": 0.91332799211159} {"data_time": 0.012740226986352354, "eta_seconds": 15104.285947064825, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.29674344235751293, "fast_rcnn/fg_cls_accuracy": 0.6929758750849881, "iteration": 243479, "loss_box_reg": 0.22772109974175692, "loss_cls": 0.1846539486432448, "loss_mask": 0.23745230492204428, "loss_rpn_cls": 0.030099426498054527, "loss_rpn_loc": 0.06491620111046359, "loss_sem_seg": 0.2186881322413683, "lr": 0.002, "mask_rcnn/accuracy": 0.8921693392068906, "mask_rcnn/false_negative": 0.10270762959609467, "mask_rcnn/false_positive": 0.12402104611128625, "roi_head/num_bg_samples": 421.25, "roi_head/num_fg_samples": 90.75, "rpn/num_neg_anchors": 207.25, "rpn/num_pos_anchors": 48.75, "time": 0.5640264514950104, "total_loss": 0.964862970784452} {"data_time": 0.013259972518426366, "eta_seconds": 15098.092702682115, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.24694926140012843, "fast_rcnn/fg_cls_accuracy": 0.712335506087812, "iteration": 243499, "loss_box_reg": 0.21708889864385128, "loss_cls": 0.16681178251747042, "loss_mask": 0.22276980569586158, "loss_rpn_cls": 0.02530619594381278, "loss_rpn_loc": 0.0670721095521003, "loss_sem_seg": 0.2220214824192226, "lr": 0.002, "mask_rcnn/accuracy": 0.8960564119264727, "mask_rcnn/false_negative": 0.0811339896799606, "mask_rcnn/false_positive": 0.1103150620856709, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5734938205132494, "total_loss": 0.9144753199070692} {"data_time": 0.012645850016269833, "eta_seconds": 15086.69834571243, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.29715070099685487, "fast_rcnn/fg_cls_accuracy": 0.6931339623647316, "iteration": 243519, "loss_box_reg": 0.2046530768275261, "loss_cls": 0.1588096779305488, "loss_mask": 0.2165141338482499, "loss_rpn_cls": 0.023039439489366487, "loss_rpn_loc": 0.057989468914456666, "loss_sem_seg": 0.21627519954927266, "lr": 0.002, "mask_rcnn/accuracy": 0.9078123730695286, "mask_rcnn/false_negative": 0.08725926132418203, "mask_rcnn/false_positive": 0.10547255377979443, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5668378204863984, "total_loss": 0.8940085586082205} {"data_time": 0.013043737999396399, "eta_seconds": 15073.946857176066, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.20416666666666666, "fast_rcnn/fg_cls_accuracy": 0.7360177865612648, "iteration": 243539, "loss_box_reg": 0.19625648064538836, "loss_cls": 0.16191946365870535, "loss_mask": 0.23259266652166843, "loss_rpn_cls": 0.02440475654657348, "loss_rpn_loc": 0.060335918969940394, "loss_sem_seg": 0.205337583553046, "lr": 0.002, "mask_rcnn/accuracy": 0.8974060544601805, "mask_rcnn/false_negative": 0.1090651774200738, "mask_rcnn/false_positive": 0.10246380987437848, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5674561515043024, "total_loss": 0.8983423931822472} {"data_time": 0.01235863150213845, "eta_seconds": 15063.909631773058, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.2479880136986301, "fast_rcnn/fg_cls_accuracy": 0.7133041989547666, "iteration": 243559, "loss_box_reg": 0.2118636459344998, "loss_cls": 0.1770360036753118, "loss_mask": 0.21969113545492291, "loss_rpn_cls": 0.027612838937784545, "loss_rpn_loc": 0.054621103074168786, "loss_sem_seg": 0.23634560545906425, "lr": 0.002, "mask_rcnn/accuracy": 0.9139491169538547, "mask_rcnn/false_negative": 0.08679127860490682, "mask_rcnn/false_positive": 0.09557963791558555, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5604467830125941, "total_loss": 0.9342265774248517} {"data_time": 0.012991606505238451, "eta_seconds": 15042.98984429751, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.25410798122065725, "fast_rcnn/fg_cls_accuracy": 0.6758325454354449, "iteration": 243579, "loss_box_reg": 0.1857148101553321, "loss_cls": 0.145433186320588, "loss_mask": 0.22742393519729376, "loss_rpn_cls": 0.024425246097962372, "loss_rpn_loc": 0.055349928326904774, "loss_sem_seg": 0.22425105422735214, "lr": 0.002, "mask_rcnn/accuracy": 0.8946368170473932, "mask_rcnn/false_negative": 0.08903827829360347, "mask_rcnn/false_positive": 0.11431631186581298, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5509025515057147, "total_loss": 0.8552200425801857} {"data_time": 0.011995561508229002, "eta_seconds": 15037.522739176246, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.2585800185013876, "fast_rcnn/fg_cls_accuracy": 0.7104084321475626, "iteration": 243599, "loss_box_reg": 0.1880448330193758, "loss_cls": 0.14912927942350507, "loss_mask": 0.21871395921334624, "loss_rpn_cls": 0.02135392702621175, "loss_rpn_loc": 0.05308924871496856, "loss_sem_seg": 0.21599075011909008, "lr": 0.002, "mask_rcnn/accuracy": 0.9003032729049066, "mask_rcnn/false_negative": 0.07986377361825685, "mask_rcnn/false_positive": 0.11425532126439908, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.573590289495769, "total_loss": 0.8544368851141826} {"data_time": 0.011956934002228081, "eta_seconds": 15028.373532336715, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.23625650030391032, "fast_rcnn/fg_cls_accuracy": 0.7344499223340313, "iteration": 243619, "loss_box_reg": 0.20963519159704447, "loss_cls": 0.15932099893689156, "loss_mask": 0.2218694854527712, "loss_rpn_cls": 0.025828911719145253, "loss_rpn_loc": 0.05932075882446952, "loss_sem_seg": 0.2163633774034679, "lr": 0.002, "mask_rcnn/accuracy": 0.9002286891557123, "mask_rcnn/false_negative": 0.08337886093408145, "mask_rcnn/false_positive": 0.10119731664846886, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5720999695040518, "total_loss": 0.911639022800955} {"data_time": 0.012520020492956974, "eta_seconds": 15003.441165154785, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.2636267006802721, "fast_rcnn/fg_cls_accuracy": 0.730123299319728, "iteration": 243639, "loss_box_reg": 0.2053544995142147, "loss_cls": 0.1655973836313933, "loss_mask": 0.21961044007912278, "loss_rpn_cls": 0.024247567656857427, "loss_rpn_loc": 0.05575324117671698, "loss_sem_seg": 0.20660765701904893, "lr": 0.002, "mask_rcnn/accuracy": 0.910100680897359, "mask_rcnn/false_negative": 0.08553415254682564, "mask_rcnn/false_positive": 0.1078632392596708, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5551820474938722, "total_loss": 0.8947130645246943} {"data_time": 0.011984313998254947, "eta_seconds": 14985.165153861511, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.2940474031078058, "fast_rcnn/fg_cls_accuracy": 0.6991958401354375, "iteration": 243659, "loss_box_reg": 0.21348126069642603, "loss_cls": 0.16812574840150774, "loss_mask": 0.22350798174738884, "loss_rpn_cls": 0.030268809296103427, "loss_rpn_loc": 0.05275629817333538, "loss_sem_seg": 0.20008039905223995, "lr": 0.002, "mask_rcnn/accuracy": 0.9109935287674391, "mask_rcnn/false_negative": 0.07691384494928738, "mask_rcnn/false_positive": 0.09989168808001644, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5677126700029476, "total_loss": 0.9382956758818182} {"data_time": 0.013329009510925971, "eta_seconds": 14973.787328301463, "fast_rcnn/cls_accuracy": 0.958984375, "fast_rcnn/false_negative": 0.18233312921004285, "fast_rcnn/fg_cls_accuracy": 0.803616220735786, "iteration": 243679, "loss_box_reg": 0.1971634925575927, "loss_cls": 0.1587742823176086, "loss_mask": 0.21828966867178679, "loss_rpn_cls": 0.025954003278457094, "loss_rpn_loc": 0.060553305462235585, "loss_sem_seg": 0.22176903462968767, "lr": 0.002, "mask_rcnn/accuracy": 0.9083354140807667, "mask_rcnn/false_negative": 0.08790445662506897, "mask_rcnn/false_positive": 0.07347864125193818, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.575815040996531, "total_loss": 0.9161989704389271} {"data_time": 0.012861001989222132, "eta_seconds": 14964.72479296141, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.24564664909638553, "fast_rcnn/fg_cls_accuracy": 0.7367752259036144, "iteration": 243699, "loss_box_reg": 0.19171439902856946, "loss_cls": 0.15143299661576748, "loss_mask": 0.21951467590406537, "loss_rpn_cls": 0.021324231773178326, "loss_rpn_loc": 0.0543392164981924, "loss_sem_seg": 0.19808818539604545, "lr": 0.002, "mask_rcnn/accuracy": 0.9039900137085537, "mask_rcnn/false_negative": 0.07795208734282091, "mask_rcnn/false_positive": 0.11064823300470986, "roi_head/num_bg_samples": 428.0, "roi_head/num_fg_samples": 84.0, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5733049559930805, "total_loss": 0.8744197377473029} {"data_time": 0.012717784004053101, "eta_seconds": 14945.602140714313, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.25469255663430423, "fast_rcnn/fg_cls_accuracy": 0.7297951582867783, "iteration": 243719, "loss_box_reg": 0.1840822147205472, "loss_cls": 0.15081070293672383, "loss_mask": 0.215134943369776, "loss_rpn_cls": 0.023996930038265418, "loss_rpn_loc": 0.05145477796031628, "loss_sem_seg": 0.2025481266900897, "lr": 0.002, "mask_rcnn/accuracy": 0.9067057774518545, "mask_rcnn/false_negative": 0.08932646714709139, "mask_rcnn/false_positive": 0.08818291124850844, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5600747290009167, "total_loss": 0.8032672025583452} {"data_time": 0.011973231012234464, "eta_seconds": 14937.269037735692, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.24126138667796507, "fast_rcnn/fg_cls_accuracy": 0.7350815418828762, "iteration": 243739, "loss_box_reg": 0.18080527056008577, "loss_cls": 0.1362626047921367, "loss_mask": 0.21569091733545065, "loss_rpn_cls": 0.023592375640873797, "loss_rpn_loc": 0.04670682980213314, "loss_sem_seg": 0.199670190224424, "lr": 0.002, "mask_rcnn/accuracy": 0.9199463962800309, "mask_rcnn/false_negative": 0.06509702715260426, "mask_rcnn/false_positive": 0.11441235024449117, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.575090481506777, "total_loss": 0.8057562952017179} {"data_time": 0.011923651996767148, "eta_seconds": 14922.854753414416, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.2705840957072484, "fast_rcnn/fg_cls_accuracy": 0.7154105736782902, "iteration": 243759, "loss_box_reg": 0.20533112436532974, "loss_cls": 0.1724240897456184, "loss_mask": 0.2250654101371765, "loss_rpn_cls": 0.023970852154889144, "loss_rpn_loc": 0.0632658011309104, "loss_sem_seg": 0.21518609183840454, "lr": 0.002, "mask_rcnn/accuracy": 0.9046521461845608, "mask_rcnn/false_negative": 0.07834580765655436, "mask_rcnn/false_positive": 0.11448379017917074, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.5779004950018134, "total_loss": 0.8913717949726561} {"data_time": 0.012302725503104739, "eta_seconds": 14903.542468703337, "fast_rcnn/cls_accuracy": 0.95703125, "fast_rcnn/false_negative": 0.2538154069767442, "fast_rcnn/fg_cls_accuracy": 0.7461845930232558, "iteration": 243779, "loss_box_reg": 0.21129191271029413, "loss_cls": 0.17147124698385596, "loss_mask": 0.22718585887923837, "loss_rpn_cls": 0.026125365184270777, "loss_rpn_loc": 0.06115934471017681, "loss_sem_seg": 0.22067243792116642, "lr": 0.002, "mask_rcnn/accuracy": 0.8998423104628542, "mask_rcnn/false_negative": 0.0781037166829193, "mask_rcnn/false_positive": 0.11150954127949206, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.5542985645006411, "total_loss": 0.9318882443767507} {"data_time": 0.012716474491753615, "eta_seconds": 14893.038860881206, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.28199647975861203, "fast_rcnn/fg_cls_accuracy": 0.6941944784204088, "iteration": 243799, "loss_box_reg": 0.21224512276239693, "loss_cls": 0.15881229052320123, "loss_mask": 0.2242545848712325, "loss_rpn_cls": 0.02782343828584999, "loss_rpn_loc": 0.0695161574985832, "loss_sem_seg": 0.20189916295930743, "lr": 0.002, "mask_rcnn/accuracy": 0.8982577987870373, "mask_rcnn/false_negative": 0.10026610573803983, "mask_rcnn/false_positive": 0.1073345799435992, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5707383069820935, "total_loss": 0.9017117916446296} {"data_time": 0.012203291480545886, "eta_seconds": 14880.500206072116, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.24914410208527854, "fast_rcnn/fg_cls_accuracy": 0.7338771446078431, "iteration": 243819, "loss_box_reg": 0.19169845688156784, "loss_cls": 0.15263631520792842, "loss_mask": 0.22920694621279836, "loss_rpn_cls": 0.02372532354638679, "loss_rpn_loc": 0.06125715540838428, "loss_sem_seg": 0.22853012732230127, "lr": 0.002, "mask_rcnn/accuracy": 0.9155243739885734, "mask_rcnn/false_negative": 0.06708377852042617, "mask_rcnn/false_positive": 0.10661751798149566, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5650891375116771, "total_loss": 0.888189377496019} {"data_time": 0.011660490010399371, "eta_seconds": 14865.756188806248, "fast_rcnn/cls_accuracy": 0.958984375, "fast_rcnn/false_negative": 0.21636449258299978, "fast_rcnn/fg_cls_accuracy": 0.7560778829604131, "iteration": 243839, "loss_box_reg": 0.19537914521060884, "loss_cls": 0.14968719379976392, "loss_mask": 0.2308614645153284, "loss_rpn_cls": 0.01917180847522104, "loss_rpn_loc": 0.05787246936233714, "loss_sem_seg": 0.17525602551177144, "lr": 0.002, "mask_rcnn/accuracy": 0.9088528358308878, "mask_rcnn/false_negative": 0.08203487732796938, "mask_rcnn/false_positive": 0.09624264930260673, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5676917240052717, "total_loss": 0.8575670222344343} {"data_time": 0.013002748994040303, "eta_seconds": 14856.678860360189, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.22988874625588362, "fast_rcnn/fg_cls_accuracy": 0.7472899950876044, "iteration": 243859, "loss_box_reg": 0.1929973845835775, "loss_cls": 0.1575804422609508, "loss_mask": 0.21937920060008764, "loss_rpn_cls": 0.021507355275389273, "loss_rpn_loc": 0.061970597656909376, "loss_sem_seg": 0.22401148756034672, "lr": 0.002, "mask_rcnn/accuracy": 0.9160308654711885, "mask_rcnn/false_negative": 0.0689454827829924, "mask_rcnn/false_positive": 0.09285763638516265, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.5620801405020757, "total_loss": 0.9492975342873251} {"data_time": 0.012539051516796462, "eta_seconds": 14845.312287650377, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.25644849973679595, "fast_rcnn/fg_cls_accuracy": 0.7176110351388311, "iteration": 243879, "loss_box_reg": 0.19448523549363017, "loss_cls": 0.16016016621142626, "loss_mask": 0.21982812136411667, "loss_rpn_cls": 0.024866088664566632, "loss_rpn_loc": 0.056722647219430655, "loss_sem_seg": 0.21877198829315603, "lr": 0.002, "mask_rcnn/accuracy": 0.8882295065172247, "mask_rcnn/false_negative": 0.08398580322911212, "mask_rcnn/false_positive": 0.11652446399957855, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 0.5739711909991456, "total_loss": 0.9158518104522955} {"data_time": 0.012538250011857599, "eta_seconds": 14833.945714940564, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.24911347517730498, "fast_rcnn/fg_cls_accuracy": 0.7394135567402894, "iteration": 243899, "loss_box_reg": 0.19404906104318798, "loss_cls": 0.15752155316295102, "loss_mask": 0.22675240598618984, "loss_rpn_cls": 0.02429703283996787, "loss_rpn_loc": 0.0683137736923527, "loss_sem_seg": 0.20186718285549432, "lr": 0.002, "mask_rcnn/accuracy": 0.9180610843238395, "mask_rcnn/false_negative": 0.08422485762832035, "mask_rcnn/false_positive": 0.08389019097427877, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5616509705141652, "total_loss": 0.8852180664689513} {"data_time": 0.012674823010456748, "eta_seconds": 14834.88495385494, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.23074976273331227, "fast_rcnn/fg_cls_accuracy": 0.7589054096804808, "iteration": 243919, "loss_box_reg": 0.2154329934855923, "loss_cls": 0.16916691372171044, "loss_mask": 0.22883708029985428, "loss_rpn_cls": 0.023511141869676067, "loss_rpn_loc": 0.052987303090048954, "loss_sem_seg": 0.20802314882166684, "lr": 0.002, "mask_rcnn/accuracy": 0.9028597912612009, "mask_rcnn/false_negative": 0.08454976529751417, "mask_rcnn/false_positive": 0.10236746825159079, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.5778841635037679, "total_loss": 0.8878393239756406} {"data_time": 0.012364994996460155, "eta_seconds": 14829.328040011038, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.1963855421686747, "fast_rcnn/fg_cls_accuracy": 0.7528865461847389, "iteration": 243939, "loss_box_reg": 0.19461021153256297, "loss_cls": 0.15734550752677023, "loss_mask": 0.21952615026384592, "loss_rpn_cls": 0.02759006254200358, "loss_rpn_loc": 0.06166250957176089, "loss_sem_seg": 0.20870186714455485, "lr": 0.002, "mask_rcnn/accuracy": 0.9112363577949977, "mask_rcnn/false_negative": 0.08922433214590417, "mask_rcnn/false_positive": 0.09685454601375607, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.588270079009817, "total_loss": 0.8690155655203853} {"data_time": 0.012372696510283276, "eta_seconds": 14818.956523059256, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.19374413145539907, "fast_rcnn/fg_cls_accuracy": 0.7987341772151899, "iteration": 243959, "loss_box_reg": 0.21369197312742472, "loss_cls": 0.16339970548870042, "loss_mask": 0.21731881331652403, "loss_rpn_cls": 0.024395575912876666, "loss_rpn_loc": 0.057689326436957344, "loss_sem_seg": 0.21094626490958035, "lr": 0.002, "mask_rcnn/accuracy": 0.9172881118656504, "mask_rcnn/false_negative": 0.07258012317762692, "mask_rcnn/false_positive": 0.08537909038854548, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.573408747499343, "total_loss": 0.8729385360347806} {"data_time": 0.012742910505039617, "eta_seconds": 14816.505003853585, "fast_rcnn/cls_accuracy": 0.9599609375, "fast_rcnn/false_negative": 0.16544325239977414, "fast_rcnn/fg_cls_accuracy": 0.7828571428571429, "iteration": 243979, "loss_box_reg": 0.20132391201332211, "loss_cls": 0.1630083048949018, "loss_mask": 0.21899385750293732, "loss_rpn_cls": 0.02393007423961535, "loss_rpn_loc": 0.05788413994014263, "loss_sem_seg": 0.19621565705165267, "lr": 0.002, "mask_rcnn/accuracy": 0.9226119614512471, "mask_rcnn/false_negative": 0.07698839400762683, "mask_rcnn/false_positive": 0.08896163613544139, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 0.5797865229978925, "total_loss": 0.8662848097155802} {"data_time": 0.0123344659950817, "eta_seconds": 14805.116890403791, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.2698899600740091, "fast_rcnn/fg_cls_accuracy": 0.7029753989361702, "iteration": 243999, "loss_box_reg": 0.1812725809868425, "loss_cls": 0.14315082458779216, "loss_mask": 0.2180977612733841, "loss_rpn_cls": 0.02275941481730115, "loss_rpn_loc": 0.062102976051392034, "loss_sem_seg": 0.2020806190557778, "lr": 0.002, "mask_rcnn/accuracy": 0.901802101932252, "mask_rcnn/false_negative": 0.10795070566889794, "mask_rcnn/false_positive": 0.107690563634617, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.571905554519617, "total_loss": 0.8213348405306533} {"data_time": 0.012756731506669894, "eta_seconds": 14799.090554028648, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.24512045014946368, "fast_rcnn/fg_cls_accuracy": 0.7230113636363636, "iteration": 244019, "loss_box_reg": 0.18750701425597072, "loss_cls": 0.14618791500106454, "loss_mask": 0.2315829610452056, "loss_rpn_cls": 0.02288334297372785, "loss_rpn_loc": 0.058808075642446056, "loss_sem_seg": 0.19457230460830033, "lr": 0.002, "mask_rcnn/accuracy": 0.9016363366542047, "mask_rcnn/false_negative": 0.08962782127905515, "mask_rcnn/false_positive": 0.10255373633728812, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.5719173284887802, "total_loss": 0.8393678322900087} {"data_time": 0.012542164011392742, "eta_seconds": 14773.431523180421, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.2832080200501253, "fast_rcnn/fg_cls_accuracy": 0.7004424958389153, "iteration": 244039, "loss_box_reg": 0.20788929145783186, "loss_cls": 0.16197156702401116, "loss_mask": 0.22417448041960597, "loss_rpn_cls": 0.02370484751281765, "loss_rpn_loc": 0.06270677124848589, "loss_sem_seg": 0.20704196114093065, "lr": 0.002, "mask_rcnn/accuracy": 0.8869770417944035, "mask_rcnn/false_negative": 0.09455097291474368, "mask_rcnn/false_positive": 0.1402568070317579, "roi_head/num_bg_samples": 429.75, "roi_head/num_fg_samples": 82.25, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5634392914944328, "total_loss": 0.8798837978411029} {"data_time": 0.013074231988866813, "eta_seconds": 14774.180998147684, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.20926575983618545, "fast_rcnn/fg_cls_accuracy": 0.7689580579257301, "iteration": 244059, "loss_box_reg": 0.2156140892766416, "loss_cls": 0.1612481949850917, "loss_mask": 0.22129244124516845, "loss_rpn_cls": 0.022754710422304925, "loss_rpn_loc": 0.057013814395759255, "loss_sem_seg": 0.20054123643785715, "lr": 0.002, "mask_rcnn/accuracy": 0.9042441410769484, "mask_rcnn/false_negative": 0.08670047384323096, "mask_rcnn/false_positive": 0.11034286119956813, "roi_head/num_bg_samples": 431.5, "roi_head/num_fg_samples": 80.5, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5749075354979141, "total_loss": 0.8826517032866832} {"data_time": 0.012713650488876738, "eta_seconds": 14766.090540876874, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.18800487051556192, "fast_rcnn/fg_cls_accuracy": 0.7690972222222222, "iteration": 244079, "loss_box_reg": 0.2292990074492991, "loss_cls": 0.17988877627067268, "loss_mask": 0.2331812884658575, "loss_rpn_cls": 0.028963999269763008, "loss_rpn_loc": 0.0650193463661708, "loss_sem_seg": 0.21479248721152544, "lr": 0.002, "mask_rcnn/accuracy": 0.9062172026758389, "mask_rcnn/false_negative": 0.08261323668127085, "mask_rcnn/false_positive": 0.10557388327788433, "roi_head/num_bg_samples": 425.0, "roi_head/num_fg_samples": 87.0, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5839617565070512, "total_loss": 0.9662419813139422} {"data_time": 0.013140591501723975, "eta_seconds": 14778.8552679571, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.23465686274509803, "fast_rcnn/fg_cls_accuracy": 0.7157243332115455, "iteration": 244099, "loss_box_reg": 0.1997828979510814, "loss_cls": 0.15221934113651514, "loss_mask": 0.21510974876582623, "loss_rpn_cls": 0.024113034080073703, "loss_rpn_loc": 0.05948448006529361, "loss_sem_seg": 0.2129293135367334, "lr": 0.002, "mask_rcnn/accuracy": 0.8991843262895709, "mask_rcnn/false_negative": 0.09336358112740434, "mask_rcnn/false_positive": 0.11796702053318195, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5747203269856982, "total_loss": 0.8618111640062125} {"data_time": 0.011839760511065833, "eta_seconds": 14775.44993357209, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.29480698529411764, "fast_rcnn/fg_cls_accuracy": 0.6746323529411764, "iteration": 244119, "loss_box_reg": 0.20464637619443238, "loss_cls": 0.16988731524907053, "loss_mask": 0.2202284662052989, "loss_rpn_cls": 0.025380428684002254, "loss_rpn_loc": 0.06520457252190681, "loss_sem_seg": 0.19858388556167483, "lr": 0.002, "mask_rcnn/accuracy": 0.8888119255004991, "mask_rcnn/false_negative": 0.10418782197965414, "mask_rcnn/false_positive": 0.11266847708029727, "roi_head/num_bg_samples": 427.0, "roi_head/num_fg_samples": 85.0, "rpn/num_neg_anchors": 202.75, "rpn/num_pos_anchors": 53.25, "time": 0.5728579575079493, "total_loss": 0.8744447739154566} {"data_time": 0.012596154003404081, "eta_seconds": 14752.672382739547, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.29212798479715774, "fast_rcnn/fg_cls_accuracy": 0.700030012004802, "iteration": 244139, "loss_box_reg": 0.21117299376055598, "loss_cls": 0.15775168989785016, "loss_mask": 0.22270096372812986, "loss_rpn_cls": 0.023896329636045266, "loss_rpn_loc": 0.05511637116433121, "loss_sem_seg": 0.2063030485296622, "lr": 0.002, "mask_rcnn/accuracy": 0.8946246977051691, "mask_rcnn/false_negative": 0.0888074701118018, "mask_rcnn/false_positive": 0.1092821057206255, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.5753958494751714, "total_loss": 0.8929237255943008} {"data_time": 0.013015992502914742, "eta_seconds": 14719.344867659223, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.31391284739838776, "fast_rcnn/fg_cls_accuracy": 0.6751226111956705, "iteration": 244159, "loss_box_reg": 0.21493531204760075, "loss_cls": 0.16974393581040204, "loss_mask": 0.22225218126550317, "loss_rpn_cls": 0.025429538349271752, "loss_rpn_loc": 0.06393680433393456, "loss_sem_seg": 0.19358358578756452, "lr": 0.002, "mask_rcnn/accuracy": 0.9048098673849148, "mask_rcnn/false_negative": 0.07781231700474457, "mask_rcnn/false_positive": 0.12717761655946747, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.5561207325081341, "total_loss": 0.888810761152854} {"data_time": 0.012412122494424693, "eta_seconds": 14734.367729672507, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.2404238618524333, "fast_rcnn/fg_cls_accuracy": 0.7595761381475667, "iteration": 244179, "loss_box_reg": 0.21314234659075737, "loss_cls": 0.15778900595614687, "loss_mask": 0.2223836136981845, "loss_rpn_cls": 0.02271989639120875, "loss_rpn_loc": 0.07021385350526543, "loss_sem_seg": 0.20587296702433378, "lr": 0.002, "mask_rcnn/accuracy": 0.8961462137939099, "mask_rcnn/false_negative": 0.08579302341760188, "mask_rcnn/false_positive": 0.11112059836813512, "roi_head/num_bg_samples": 425.0, "roi_head/num_fg_samples": 87.0, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.5743287110090023, "total_loss": 0.8727438658224855} {"data_time": 0.012940932501805946, "eta_seconds": 14721.796253757042, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.21478546441065183, "fast_rcnn/fg_cls_accuracy": 0.7765938459341758, "iteration": 244199, "loss_box_reg": 0.216813029255718, "loss_cls": 0.16113239550031722, "loss_mask": 0.21763963717967272, "loss_rpn_cls": 0.02438948638155125, "loss_rpn_loc": 0.06533688388299197, "loss_sem_seg": 0.20092255540657789, "lr": 0.002, "mask_rcnn/accuracy": 0.9017309671303145, "mask_rcnn/false_negative": 0.08737117605224853, "mask_rcnn/false_positive": 0.09558864749737964, "roi_head/num_bg_samples": 431.5, "roi_head/num_fg_samples": 80.5, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5782291055074893, "total_loss": 0.9239273000857793} {"data_time": 0.01262024650350213, "eta_seconds": 14714.281004495075, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.26958278854154283, "fast_rcnn/fg_cls_accuracy": 0.6760882914847162, "iteration": 244219, "loss_box_reg": 0.20165562839247286, "loss_cls": 0.15770551469177008, "loss_mask": 0.22784180473536253, "loss_rpn_cls": 0.02717232486611465, "loss_rpn_loc": 0.05266805418068543, "loss_sem_seg": 0.20360428048297763, "lr": 0.002, "mask_rcnn/accuracy": 0.895362609329446, "mask_rcnn/false_negative": 0.08565608950136797, "mask_rcnn/false_positive": 0.11394386559982495, "roi_head/num_bg_samples": 430.5, "roi_head/num_fg_samples": 81.5, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.572656726493733, "total_loss": 0.8832554714026628} {"data_time": 0.012651776502025314, "eta_seconds": 14700.12962643172, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.2698412698412699, "fast_rcnn/fg_cls_accuracy": 0.7134920634920634, "iteration": 244239, "loss_box_reg": 0.19457811559550464, "loss_cls": 0.14939981017960235, "loss_mask": 0.2198860812932253, "loss_rpn_cls": 0.019917973547762813, "loss_rpn_loc": 0.05713582043608767, "loss_sem_seg": 0.18858495145104825, "lr": 0.002, "mask_rcnn/accuracy": 0.8973743590338523, "mask_rcnn/false_negative": 0.08391535339395108, "mask_rcnn/false_positive": 0.10334186674902202, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.5705147574917646, "total_loss": 0.8277072652394963} {"data_time": 0.013843388500390574, "eta_seconds": 14687.38254999659, "fast_rcnn/cls_accuracy": 0.958984375, "fast_rcnn/false_negative": 0.2512511584800742, "fast_rcnn/fg_cls_accuracy": 0.732638418843915, "iteration": 244259, "loss_box_reg": 0.18818215216742828, "loss_cls": 0.14377739187330008, "loss_mask": 0.21254595695063472, "loss_rpn_cls": 0.017173173233459238, "loss_rpn_loc": 0.04936748370528221, "loss_sem_seg": 0.19973250455223024, "lr": 0.002, "mask_rcnn/accuracy": 0.8911285986579164, "mask_rcnn/false_negative": 0.08471897247105872, "mask_rcnn/false_positive": 0.12751626766422036, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5553954539936967, "total_loss": 0.846527813380817} {"data_time": 0.012458923505619168, "eta_seconds": 14676.644570292905, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.2270676691729323, "fast_rcnn/fg_cls_accuracy": 0.7534232933326694, "iteration": 244279, "loss_box_reg": 0.18947262153960764, "loss_cls": 0.15715663181617856, "loss_mask": 0.22434578277170658, "loss_rpn_cls": 0.024090375478408532, "loss_rpn_loc": 0.061677925172261894, "loss_sem_seg": 0.20925984357018024, "lr": 0.002, "mask_rcnn/accuracy": 0.8921042607087848, "mask_rcnn/false_negative": 0.08970716911653931, "mask_rcnn/false_positive": 0.11681245497270168, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5750766464916524, "total_loss": 0.8865561064740177} {"data_time": 0.01225935050752014, "eta_seconds": 14664.559221376883, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.19289533995416347, "fast_rcnn/fg_cls_accuracy": 0.7903053977272727, "iteration": 244299, "loss_box_reg": 0.20174714759923518, "loss_cls": 0.16236799117177725, "loss_mask": 0.21765962708741426, "loss_rpn_cls": 0.023879197287897114, "loss_rpn_loc": 0.05628979776520282, "loss_sem_seg": 0.20164023898541927, "lr": 0.002, "mask_rcnn/accuracy": 0.9032345834901678, "mask_rcnn/false_negative": 0.07699939635415692, "mask_rcnn/false_positive": 0.11025568131652354, "roi_head/num_bg_samples": 425.5, "roi_head/num_fg_samples": 86.5, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.5661676915042335, "total_loss": 0.8589190581769799} {"data_time": 0.013435206506983377, "eta_seconds": 14653.14755706703, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.22685954993903115, "fast_rcnn/fg_cls_accuracy": 0.7398438297437991, "iteration": 244319, "loss_box_reg": 0.20034678978845477, "loss_cls": 0.14525876264087856, "loss_mask": 0.22450240515172482, "loss_rpn_cls": 0.02352831764255825, "loss_rpn_loc": 0.058975898660719395, "loss_sem_seg": 0.18950308673083782, "lr": 0.002, "mask_rcnn/accuracy": 0.8966845168331272, "mask_rcnn/false_negative": 0.08744905304274161, "mask_rcnn/false_positive": 0.10667362294409091, "roi_head/num_bg_samples": 428.5, "roi_head/num_fg_samples": 83.5, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 0.5696382650057785, "total_loss": 0.8299406626247219} {"data_time": 0.012022378999972716, "eta_seconds": 14641.735892757177, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.2407268170426065, "fast_rcnn/fg_cls_accuracy": 0.7306141860675786, "iteration": 244339, "loss_box_reg": 0.19593148597050458, "loss_cls": 0.15287268394604325, "loss_mask": 0.22114920057356358, "loss_rpn_cls": 0.022583535603189375, "loss_rpn_loc": 0.05353107881092001, "loss_sem_seg": 0.1909928065724671, "lr": 0.002, "mask_rcnn/accuracy": 0.9152863024909212, "mask_rcnn/false_negative": 0.062230772908343716, "mask_rcnn/false_positive": 0.10085181145749517, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5730783184990287, "total_loss": 0.8758356983453268} {"data_time": 0.013397664995864034, "eta_seconds": 14630.324228447324, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.1859809027777778, "fast_rcnn/fg_cls_accuracy": 0.7922297297297297, "iteration": 244359, "loss_box_reg": 0.19256397034041584, "loss_cls": 0.1449566000374034, "loss_mask": 0.22550126072019339, "loss_rpn_cls": 0.019861189141010982, "loss_rpn_loc": 0.051504917501006275, "loss_sem_seg": 0.18780652817804366, "lr": 0.002, "mask_rcnn/accuracy": 0.9091348910550459, "mask_rcnn/false_negative": 0.09083229853157963, "mask_rcnn/false_positive": 0.09856073654230035, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5662789929920109, "total_loss": 0.8231666395149659} {"data_time": 0.012813658511731774, "eta_seconds": 14619.583629542962, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.22820512820512823, "fast_rcnn/fg_cls_accuracy": 0.7547811304717382, "iteration": 244379, "loss_box_reg": 0.20610011368989944, "loss_cls": 0.1573210700880736, "loss_mask": 0.23047785833477974, "loss_rpn_cls": 0.02141213693357713, "loss_rpn_loc": 0.06481596268713474, "loss_sem_seg": 0.1987819040659815, "lr": 0.002, "mask_rcnn/accuracy": 0.908771138574632, "mask_rcnn/false_negative": 0.09778259170231918, "mask_rcnn/false_positive": 0.09263979235182254, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5733822014881298, "total_loss": 0.8892065722175175} {"data_time": 0.012292927989619784, "eta_seconds": 14610.434032308156, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.24942332018751395, "fast_rcnn/fg_cls_accuracy": 0.72304228472356, "iteration": 244399, "loss_box_reg": 0.18709929240867496, "loss_cls": 0.15019345260225236, "loss_mask": 0.21864474657922983, "loss_rpn_cls": 0.025657148704340216, "loss_rpn_loc": 0.0659892895782832, "loss_sem_seg": 0.18605213961564004, "lr": 0.002, "mask_rcnn/accuracy": 0.9063534284600043, "mask_rcnn/false_negative": 0.0776520215174171, "mask_rcnn/false_positive": 0.11503905626703545, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5710999590082793, "total_loss": 0.8320255729777273} {"data_time": 0.01353899399691727, "eta_seconds": 14602.55346496233, "fast_rcnn/cls_accuracy": 0.95556640625, "fast_rcnn/false_negative": 0.21011904761904762, "fast_rcnn/fg_cls_accuracy": 0.7726903778040142, "iteration": 244419, "loss_box_reg": 0.21976619132328779, "loss_cls": 0.16171674337238073, "loss_mask": 0.22753423592075706, "loss_rpn_cls": 0.021772608408355154, "loss_rpn_loc": 0.05578731338027865, "loss_sem_seg": 0.19031828688457608, "lr": 0.002, "mask_rcnn/accuracy": 0.9171026555467772, "mask_rcnn/false_negative": 0.06765745947927168, "mask_rcnn/false_positive": 0.11360667422760017, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5734051295003155, "total_loss": 0.8774888341868063} {"data_time": 0.013516014500055462, "eta_seconds": 14592.033043019226, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.21986531986531987, "fast_rcnn/fg_cls_accuracy": 0.7325024437927663, "iteration": 244439, "loss_box_reg": 0.20773822208866477, "loss_cls": 0.15669651539064944, "loss_mask": 0.2236072109080851, "loss_rpn_cls": 0.018981763627380133, "loss_rpn_loc": 0.058051600732142106, "loss_sem_seg": 0.19095926685258746, "lr": 0.002, "mask_rcnn/accuracy": 0.8936813673528938, "mask_rcnn/false_negative": 0.08827092493785924, "mask_rcnn/false_positive": 0.10725835474499654, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5680437550036004, "total_loss": 0.8650695739088405} {"data_time": 0.01375982750323601, "eta_seconds": 14580.615623479287, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.23735280263777672, "fast_rcnn/fg_cls_accuracy": 0.718717549325026, "iteration": 244459, "loss_box_reg": 0.2139895745785907, "loss_cls": 0.1701091499417089, "loss_mask": 0.2180005358532071, "loss_rpn_cls": 0.028729956892220798, "loss_rpn_loc": 0.06032417529786471, "loss_sem_seg": 0.2166995033621788, "lr": 0.002, "mask_rcnn/accuracy": 0.9063754349666133, "mask_rcnn/false_negative": 0.09023392582418593, "mask_rcnn/false_positive": 0.09828988788646592, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.570939373006695, "total_loss": 0.9261450829799287} {"data_time": 0.011931766493944451, "eta_seconds": 14573.598841080966, "fast_rcnn/cls_accuracy": 0.96044921875, "fast_rcnn/false_negative": 0.165320796460177, "fast_rcnn/fg_cls_accuracy": 0.7988636363636363, "iteration": 244479, "loss_box_reg": 0.19105821754783392, "loss_cls": 0.1428019910817966, "loss_mask": 0.211796413641423, "loss_rpn_cls": 0.021987527408782626, "loss_rpn_loc": 0.06070751271909103, "loss_sem_seg": 0.22320310748182237, "lr": 0.002, "mask_rcnn/accuracy": 0.9120222461440478, "mask_rcnn/false_negative": 0.08464851433937896, "mask_rcnn/false_positive": 0.08810726182997422, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.5749027985148132, "total_loss": 0.8527762876765337} {"data_time": 0.011921692508622073, "eta_seconds": 14560.347472913752, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.24810996563573884, "fast_rcnn/fg_cls_accuracy": 0.7021673852787188, "iteration": 244499, "loss_box_reg": 0.20539354579523206, "loss_cls": 0.15445349039509892, "loss_mask": 0.22471002768725157, "loss_rpn_cls": 0.02467466089001391, "loss_rpn_loc": 0.056957534747198224, "loss_sem_seg": 0.21225375472567976, "lr": 0.002, "mask_rcnn/accuracy": 0.8970932557599525, "mask_rcnn/false_negative": 0.0856013206263427, "mask_rcnn/false_positive": 0.11711667636200199, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5739280820125714, "total_loss": 0.8744413804524811} {"data_time": 0.011809341493062675, "eta_seconds": 14552.190092246034, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.20430222602739725, "fast_rcnn/fg_cls_accuracy": 0.7510645036421859, "iteration": 244519, "loss_box_reg": 0.18340244225692004, "loss_cls": 0.1459922200301662, "loss_mask": 0.2110802587121725, "loss_rpn_cls": 0.022171595508552855, "loss_rpn_loc": 0.056289604646735825, "loss_sem_seg": 0.20743597601540387, "lr": 0.002, "mask_rcnn/accuracy": 0.8962292599163147, "mask_rcnn/false_negative": 0.08093825239936425, "mask_rcnn/false_positive": 0.12105747412558657, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.5801707254868234, "total_loss": 0.8316840177867562} {"data_time": 0.012774546004948206, "eta_seconds": 14541.396311296281, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.2704741379310345, "fast_rcnn/fg_cls_accuracy": 0.6999829293274155, "iteration": 244539, "loss_box_reg": 0.20446276501752436, "loss_cls": 0.1552079351968132, "loss_mask": 0.223716244334355, "loss_rpn_cls": 0.02488825127511518, "loss_rpn_loc": 0.056768503214698285, "loss_sem_seg": 0.2089625969529152, "lr": 0.002, "mask_rcnn/accuracy": 0.9045746413296972, "mask_rcnn/false_negative": 0.079937827639916, "mask_rcnn/false_positive": 0.1038775745519229, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5601857544970699, "total_loss": 0.8323061480350589} {"data_time": 0.012882674491265789, "eta_seconds": 14532.18431699861, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.19777834525025537, "fast_rcnn/fg_cls_accuracy": 0.7855777400169923, "iteration": 244559, "loss_box_reg": 0.1916490294970572, "loss_cls": 0.16294576483778656, "loss_mask": 0.23141758376732469, "loss_rpn_cls": 0.02598509185554576, "loss_rpn_loc": 0.058988838049117476, "loss_sem_seg": 0.19481170270591974, "lr": 0.002, "mask_rcnn/accuracy": 0.9104876035294754, "mask_rcnn/false_negative": 0.08612411852572827, "mask_rcnn/false_positive": 0.10077246824787797, "roi_head/num_bg_samples": 425.75, "roi_head/num_fg_samples": 86.25, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5754468719969736, "total_loss": 0.8755460134161694} {"data_time": 0.011364183490513824, "eta_seconds": 14525.222012467595, "fast_rcnn/cls_accuracy": 0.9560546875, "fast_rcnn/false_negative": 0.1602738792751056, "fast_rcnn/fg_cls_accuracy": 0.8369328246355089, "iteration": 244579, "loss_box_reg": 0.2154541970230639, "loss_cls": 0.15995966212358326, "loss_mask": 0.2156075220555067, "loss_rpn_cls": 0.022337783933835453, "loss_rpn_loc": 0.06116665789159015, "loss_sem_seg": 0.20931051345542073, "lr": 0.002, "mask_rcnn/accuracy": 0.9004595945559303, "mask_rcnn/false_negative": 0.07956600909816279, "mask_rcnn/false_positive": 0.08799010990547076, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.563100408995524, "total_loss": 0.8450551790447207} {"data_time": 0.012663031491683796, "eta_seconds": 14507.644581338784, "fast_rcnn/cls_accuracy": 0.95556640625, "fast_rcnn/false_negative": 0.23573833573833572, "fast_rcnn/fg_cls_accuracy": 0.7536796536796537, "iteration": 244599, "loss_box_reg": 0.2042544768191874, "loss_cls": 0.15521458513103426, "loss_mask": 0.22391063906252384, "loss_rpn_cls": 0.023675151387578808, "loss_rpn_loc": 0.04556006006896496, "loss_sem_seg": 0.2031814348883927, "lr": 0.002, "mask_rcnn/accuracy": 0.8927159124519373, "mask_rcnn/false_negative": 0.08995833002568884, "mask_rcnn/false_positive": 0.11025363006542135, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5695099884906085, "total_loss": 0.8759491635137238} {"data_time": 0.012848336002207361, "eta_seconds": 14497.91164457929, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.2446001838235294, "fast_rcnn/fg_cls_accuracy": 0.6999289772727273, "iteration": 244619, "loss_box_reg": 0.2128206321503967, "loss_cls": 0.17320245690643787, "loss_mask": 0.21949343662708998, "loss_rpn_cls": 0.02422673009277787, "loss_rpn_loc": 0.06954147445503622, "loss_sem_seg": 0.2027551089413464, "lr": 0.002, "mask_rcnn/accuracy": 0.9044567489250067, "mask_rcnn/false_negative": 0.08980412303934435, "mask_rcnn/false_positive": 0.09834748723198283, "roi_head/num_bg_samples": 420.25, "roi_head/num_fg_samples": 91.75, "rpn/num_neg_anchors": 208.0, "rpn/num_pos_anchors": 48.0, "time": 0.5794313380029052, "total_loss": 0.9022607860460994} {"data_time": 0.01186445749772247, "eta_seconds": 14492.346597840951, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.25709659638969273, "fast_rcnn/fg_cls_accuracy": 0.727659501171283, "iteration": 244639, "loss_box_reg": 0.19452998135238886, "loss_cls": 0.15529415826313198, "loss_mask": 0.2085450692102313, "loss_rpn_cls": 0.02156350431323517, "loss_rpn_loc": 0.048976968915667385, "loss_sem_seg": 0.19478605967015028, "lr": 0.002, "mask_rcnn/accuracy": 0.9042934473440944, "mask_rcnn/false_negative": 0.08120339728094966, "mask_rcnn/false_positive": 0.10073485713777947, "roi_head/num_bg_samples": 428.75, "roi_head/num_fg_samples": 83.25, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5773114129988244, "total_loss": 0.8647209744376596} {"data_time": 0.013324404499144293, "eta_seconds": 14481.290113738272, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.26637399145704793, "fast_rcnn/fg_cls_accuracy": 0.7263613742941908, "iteration": 244659, "loss_box_reg": 0.2106846923707053, "loss_cls": 0.1644469378516078, "loss_mask": 0.22790569299831986, "loss_rpn_cls": 0.026911380591627676, "loss_rpn_loc": 0.06549971728236414, "loss_sem_seg": 0.1858270812081173, "lr": 0.002, "mask_rcnn/accuracy": 0.8960305375380127, "mask_rcnn/false_negative": 0.10823460589029296, "mask_rcnn/false_positive": 0.11298947458969939, "roi_head/num_bg_samples": 430.0, "roi_head/num_fg_samples": 82.0, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.573220232501626, "total_loss": 0.9126870179388789} {"data_time": 0.013273516015033238, "eta_seconds": 14468.083339667675, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.291810282924027, "fast_rcnn/fg_cls_accuracy": 0.6756681147972617, "iteration": 244679, "loss_box_reg": 0.2092134435661137, "loss_cls": 0.18342344230040908, "loss_mask": 0.2115858793258667, "loss_rpn_cls": 0.023526614415459335, "loss_rpn_loc": 0.05432263819966465, "loss_sem_seg": 0.18240289320237935, "lr": 0.002, "mask_rcnn/accuracy": 0.9125272355816065, "mask_rcnn/false_negative": 0.07886488317750093, "mask_rcnn/false_positive": 0.08922502213970052, "roi_head/num_bg_samples": 426.75, "roi_head/num_fg_samples": 85.25, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.5642325539956801, "total_loss": 0.8859174083481776} {"data_time": 0.012671691496507265, "eta_seconds": 14450.53011898951, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.2207646176911544, "fast_rcnn/fg_cls_accuracy": 0.7590579710144927, "iteration": 244699, "loss_box_reg": 0.22014173259958625, "loss_cls": 0.16945967078208923, "loss_mask": 0.22760465927422047, "loss_rpn_cls": 0.023842294700443745, "loss_rpn_loc": 0.07426291849697009, "loss_sem_seg": 0.19825560552999377, "lr": 0.002, "mask_rcnn/accuracy": 0.899483873052035, "mask_rcnn/false_negative": 0.08100049662813252, "mask_rcnn/false_positive": 0.12666148561332574, "roi_head/num_bg_samples": 429.75, "roi_head/num_fg_samples": 82.25, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5636364895035513, "total_loss": 0.9175702692300547} {"data_time": 0.012827502490836196, "eta_seconds": 14445.227870547707, "fast_rcnn/cls_accuracy": 0.96435546875, "fast_rcnn/false_negative": 0.185953202339883, "fast_rcnn/fg_cls_accuracy": 0.7882566585956416, "iteration": 244719, "loss_box_reg": 0.20458090864121914, "loss_cls": 0.15477207791991532, "loss_mask": 0.22627401538193226, "loss_rpn_cls": 0.022680560607113875, "loss_rpn_loc": 0.06452077693393221, "loss_sem_seg": 0.2037878422997892, "lr": 0.002, "mask_rcnn/accuracy": 0.9122765728016939, "mask_rcnn/false_negative": 0.07187107070674095, "mask_rcnn/false_positive": 0.1040518100010506, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 236.0, "rpn/num_pos_anchors": 20.0, "time": 0.5611728989897529, "total_loss": 0.8866549519370892} {"data_time": 0.012658772015129216, "eta_seconds": 14435.202374041255, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.24257759784075575, "fast_rcnn/fg_cls_accuracy": 0.7326791555159085, "iteration": 244739, "loss_box_reg": 0.19624716532416642, "loss_cls": 0.15963611111510545, "loss_mask": 0.213279633782804, "loss_rpn_cls": 0.01812136719672708, "loss_rpn_loc": 0.0515888279187493, "loss_sem_seg": 0.19363565428648144, "lr": 0.002, "mask_rcnn/accuracy": 0.9066409780695495, "mask_rcnn/false_negative": 0.0863869060114896, "mask_rcnn/false_positive": 0.10702142420566879, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.575839047000045, "total_loss": 0.8446117638377473} {"data_time": 0.013486662486684509, "eta_seconds": 14423.773529281316, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.2872160745486313, "fast_rcnn/fg_cls_accuracy": 0.7056087476879556, "iteration": 244759, "loss_box_reg": 0.22122793132439256, "loss_cls": 0.1802732355426997, "loss_mask": 0.2355613661929965, "loss_rpn_cls": 0.028119839051214512, "loss_rpn_loc": 0.07158622634597123, "loss_sem_seg": 0.20721428107935935, "lr": 0.002, "mask_rcnn/accuracy": 0.8981721226130537, "mask_rcnn/false_negative": 0.0951283749155134, "mask_rcnn/false_positive": 0.09715796524513884, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5727520590007771, "total_loss": 0.9449908962706104} {"data_time": 0.012324083989369683, "eta_seconds": 14412.715281898621, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.23462889767237594, "fast_rcnn/fg_cls_accuracy": 0.7563131313131313, "iteration": 244779, "loss_box_reg": 0.20481517491862178, "loss_cls": 0.16138301533646882, "loss_mask": 0.2307800529524684, "loss_rpn_cls": 0.02397227523033507, "loss_rpn_loc": 0.05351389167481102, "loss_sem_seg": 0.1953892526216805, "lr": 0.002, "mask_rcnn/accuracy": 0.9093930979544367, "mask_rcnn/false_negative": 0.08270931807684898, "mask_rcnn/false_positive": 0.10097726595030945, "roi_head/num_bg_samples": 432.75, "roi_head/num_fg_samples": 79.25, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5631317115039565, "total_loss": 0.8688309629797004} {"data_time": 0.01222316999337636, "eta_seconds": 14401.694966953757, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.2403040395358831, "fast_rcnn/fg_cls_accuracy": 0.7021320705307262, "iteration": 244799, "loss_box_reg": 0.19777159357909113, "loss_cls": 0.1626915535889566, "loss_mask": 0.2130151796154678, "loss_rpn_cls": 0.021246020689432044, "loss_rpn_loc": 0.0492878231452778, "loss_sem_seg": 0.20679657231085002, "lr": 0.002, "mask_rcnn/accuracy": 0.8939724440500838, "mask_rcnn/false_negative": 0.09449544353576592, "mask_rcnn/false_positive": 0.12061443217961183, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.569991600495996, "total_loss": 0.8731520928486134} {"data_time": 0.011389491992304102, "eta_seconds": 14389.486995001498, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.29205399525316456, "fast_rcnn/fg_cls_accuracy": 0.6981012658227848, "iteration": 244819, "loss_box_reg": 0.2105055353604257, "loss_cls": 0.1614273893646896, "loss_mask": 0.22368946904316545, "loss_rpn_cls": 0.02414170911470137, "loss_rpn_loc": 0.056539954035542905, "loss_sem_seg": 0.2139474581927061, "lr": 0.002, "mask_rcnn/accuracy": 0.8876057543270472, "mask_rcnn/false_negative": 0.11098519821455226, "mask_rcnn/false_positive": 0.11798380185299538, "roi_head/num_bg_samples": 430.5, "roi_head/num_fg_samples": 81.5, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 0.5680990109831328, "total_loss": 0.8893909767866717} {"data_time": 0.012564871009089984, "eta_seconds": 14379.622371947145, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.2665094339622641, "fast_rcnn/fg_cls_accuracy": 0.6991683217477656, "iteration": 244839, "loss_box_reg": 0.21484009944833815, "loss_cls": 0.1569803706370294, "loss_mask": 0.21568992920219898, "loss_rpn_cls": 0.026615482896886533, "loss_rpn_loc": 0.06302698358194903, "loss_sem_seg": 0.20964672043919563, "lr": 0.002, "mask_rcnn/accuracy": 0.9072080651667676, "mask_rcnn/false_negative": 0.0818105403347737, "mask_rcnn/false_positive": 0.09918663123764293, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.5770706674957182, "total_loss": 0.9022885023332492} {"data_time": 0.01266640100220684, "eta_seconds": 14379.452132983148, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.2690671031096563, "fast_rcnn/fg_cls_accuracy": 0.7085046066619418, "iteration": 244859, "loss_box_reg": 0.20536496047861874, "loss_cls": 0.16249152162345126, "loss_mask": 0.22021199949085712, "loss_rpn_cls": 0.024393574303758214, "loss_rpn_loc": 0.051789090619422495, "loss_sem_seg": 0.22286188160069287, "lr": 0.002, "mask_rcnn/accuracy": 0.916154207350734, "mask_rcnn/false_negative": 0.06793229859439784, "mask_rcnn/false_positive": 0.1015636562772382, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5788061490020482, "total_loss": 0.9044312625483144} {"data_time": 0.012771789493854158, "eta_seconds": 14356.762195687144, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.21993257607969385, "fast_rcnn/fg_cls_accuracy": 0.7467803118999672, "iteration": 244879, "loss_box_reg": 0.20685063186101615, "loss_cls": 0.1592539845732972, "loss_mask": 0.21843428118154407, "loss_rpn_cls": 0.024756681992585072, "loss_rpn_loc": 0.06293303909478709, "loss_sem_seg": 0.19838291918858886, "lr": 0.002, "mask_rcnn/accuracy": 0.900789516890907, "mask_rcnn/false_negative": 0.08194326302270481, "mask_rcnn/false_positive": 0.11446755517106771, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5600260450009955, "total_loss": 0.851706721525261} {"data_time": 0.01206043700221926, "eta_seconds": 14351.106567176073, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.2574415875386749, "fast_rcnn/fg_cls_accuracy": 0.731736916883732, "iteration": 244899, "loss_box_reg": 0.2110804282128811, "loss_cls": 0.16823527798987925, "loss_mask": 0.2263355003669858, "loss_rpn_cls": 0.02698831100406096, "loss_rpn_loc": 0.06891633901977912, "loss_sem_seg": 0.21051028463989496, "lr": 0.002, "mask_rcnn/accuracy": 0.8880778122547095, "mask_rcnn/false_negative": 0.09179286570131961, "mask_rcnn/false_positive": 0.1197391680197929, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.5666753594996408, "total_loss": 0.9359638450405328} {"data_time": 0.01250674699258525, "eta_seconds": 14330.950524947868, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.20131492439184748, "fast_rcnn/fg_cls_accuracy": 0.7453703703703703, "iteration": 244919, "loss_box_reg": 0.19958768878132105, "loss_cls": 0.15853495337069035, "loss_mask": 0.21285134693607688, "loss_rpn_cls": 0.02370947857707506, "loss_rpn_loc": 0.06728810162167065, "loss_sem_seg": 0.21260161651298404, "lr": 0.002, "mask_rcnn/accuracy": 0.9206958763535, "mask_rcnn/false_negative": 0.08252404111694076, "mask_rcnn/false_positive": 0.08405231542708513, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5677866634941893, "total_loss": 0.8883167121384759} {"data_time": 0.01272129951394163, "eta_seconds": 14312.336072706486, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.2145126538363218, "fast_rcnn/fg_cls_accuracy": 0.7460841453419543, "iteration": 244939, "loss_box_reg": 0.20880603254772723, "loss_cls": 0.17114484449848533, "loss_mask": 0.22501028329133987, "loss_rpn_cls": 0.027548510884116695, "loss_rpn_loc": 0.06981545721646398, "loss_sem_seg": 0.21357728471048176, "lr": 0.002, "mask_rcnn/accuracy": 0.9083395261867805, "mask_rcnn/false_negative": 0.07941857874985589, "mask_rcnn/false_positive": 0.1020580814145689, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5772856734984089, "total_loss": 0.9398330834519584} {"data_time": 0.012774498492944986, "eta_seconds": 14300.91407352632, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.20475097138820203, "fast_rcnn/fg_cls_accuracy": 0.7763383798969876, "iteration": 244959, "loss_box_reg": 0.18236948316916823, "loss_cls": 0.14294397784397006, "loss_mask": 0.2172952857799828, "loss_rpn_cls": 0.02512686549744103, "loss_rpn_loc": 0.06030503840884194, "loss_sem_seg": 0.22110765613615513, "lr": 0.002, "mask_rcnn/accuracy": 0.9051753909070099, "mask_rcnn/false_negative": 0.08478125912360773, "mask_rcnn/false_positive": 0.09700566596052582, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.571467298490461, "total_loss": 0.8749705716381868} {"data_time": 0.012368872499791905, "eta_seconds": 14282.885354240352, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.22941028225806454, "fast_rcnn/fg_cls_accuracy": 0.7607940446650123, "iteration": 244979, "loss_box_reg": 0.19777323957532644, "loss_cls": 0.15823279024334624, "loss_mask": 0.23073283769190311, "loss_rpn_cls": 0.02418692175706383, "loss_rpn_loc": 0.053536625928245485, "loss_sem_seg": 0.2021704048383981, "lr": 0.002, "mask_rcnn/accuracy": 0.9103551443618922, "mask_rcnn/false_negative": 0.08689259681495631, "mask_rcnn/false_positive": 0.10205784021107757, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5655520849832101, "total_loss": 0.8865023891994497} {"data_time": 0.013487966498360038, "eta_seconds": 14270.86902436045, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.18276801938219261, "fast_rcnn/fg_cls_accuracy": 0.7315563595091155, "iteration": 244999, "loss_box_reg": 0.19171263207681477, "loss_cls": 0.1448474475182593, "loss_mask": 0.21003988571465015, "loss_rpn_cls": 0.020482372266997118, "loss_rpn_loc": 0.05626530188601464, "loss_sem_seg": 0.18525575706735253, "lr": 0.002, "mask_rcnn/accuracy": 0.9081889623981461, "mask_rcnn/false_negative": 0.08602167972339991, "mask_rcnn/false_positive": 0.1067727390332731, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 235.75, "rpn/num_pos_anchors": 20.25, "time": 0.5734994140075287, "total_loss": 0.8196708548384777} {"data_time": 0.013232366502052173, "eta_seconds": 14258.591640686544, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.21185172872340424, "fast_rcnn/fg_cls_accuracy": 0.7725232712765957, "iteration": 245019, "loss_box_reg": 0.20777826011180878, "loss_cls": 0.15913003869354725, "loss_mask": 0.2167087346315384, "loss_rpn_cls": 0.020262985795852728, "loss_rpn_loc": 0.05728716013254598, "loss_sem_seg": 0.1928654913790524, "lr": 0.002, "mask_rcnn/accuracy": 0.9029204618088846, "mask_rcnn/false_negative": 0.07985446642622479, "mask_rcnn/false_positive": 0.099250112125619, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.572652807997656, "total_loss": 0.8726089792035054} {"data_time": 0.013256366510177031, "eta_seconds": 14255.226076805659, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.26168531928900596, "fast_rcnn/fg_cls_accuracy": 0.7112683783190696, "iteration": 245039, "loss_box_reg": 0.2380997515283525, "loss_cls": 0.173309514997527, "loss_mask": 0.2405311008915305, "loss_rpn_cls": 0.028441873990232125, "loss_rpn_loc": 0.06771665888663847, "loss_sem_seg": 0.19969967752695084, "lr": 0.002, "mask_rcnn/accuracy": 0.8869619207752848, "mask_rcnn/false_negative": 0.09523591795067755, "mask_rcnn/false_positive": 0.12800169439963682, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5753424665017519, "total_loss": 0.9177878352911648} {"data_time": 0.013999338989378884, "eta_seconds": 14247.686480519187, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.27834958468761284, "fast_rcnn/fg_cls_accuracy": 0.7152961980548187, "iteration": 245059, "loss_box_reg": 0.20528239523991942, "loss_cls": 0.1664057218004018, "loss_mask": 0.21808676049113274, "loss_rpn_cls": 0.024380758302868344, "loss_rpn_loc": 0.048350388373364694, "loss_sem_seg": 0.2166967315133661, "lr": 0.002, "mask_rcnn/accuracy": 0.9043096742579891, "mask_rcnn/false_negative": 0.07592087365738875, "mask_rcnn/false_positive": 0.10888023518942691, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5798271354869939, "total_loss": 0.8395839741860982} {"data_time": 0.013382287987042218, "eta_seconds": 14224.34499329688, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.2369055609416561, "fast_rcnn/fg_cls_accuracy": 0.7422768068020784, "iteration": 245079, "loss_box_reg": 0.19444138929247856, "loss_cls": 0.143846012535505, "loss_mask": 0.21736902464181185, "loss_rpn_cls": 0.02750545390881598, "loss_rpn_loc": 0.06618470855755731, "loss_sem_seg": 0.21127842762507498, "lr": 0.002, "mask_rcnn/accuracy": 0.9078486194349316, "mask_rcnn/false_negative": 0.083021766068132, "mask_rcnn/false_positive": 0.11027525721717314, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5580190269974992, "total_loss": 0.8775105247259489} {"data_time": 0.012237082002684474, "eta_seconds": 14212.929444166992, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.23387012987012984, "fast_rcnn/fg_cls_accuracy": 0.7259316770186335, "iteration": 245099, "loss_box_reg": 0.20738687925040722, "loss_cls": 0.16652718192199245, "loss_mask": 0.2234351048246026, "loss_rpn_cls": 0.024428532345154963, "loss_rpn_loc": 0.06175326561788097, "loss_sem_seg": 0.22015540418215096, "lr": 0.002, "mask_rcnn/accuracy": 0.9036188381555799, "mask_rcnn/false_negative": 0.09430904545376169, "mask_rcnn/false_positive": 0.10181062514036177, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.5743592139915563, "total_loss": 0.9018559834730695} {"data_time": 0.0132192960154498, "eta_seconds": 14198.285684893868, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.2538343558282209, "fast_rcnn/fg_cls_accuracy": 0.6969281045751634, "iteration": 245119, "loss_box_reg": 0.21167974220588803, "loss_cls": 0.1598203801549971, "loss_mask": 0.22248205728828907, "loss_rpn_cls": 0.02161145046920865, "loss_rpn_loc": 0.054216034564888105, "loss_sem_seg": 0.18610698217526078, "lr": 0.002, "mask_rcnn/accuracy": 0.9033601721938775, "mask_rcnn/false_negative": 0.08869873301482877, "mask_rcnn/false_positive": 0.09779668313280385, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5655952389788581, "total_loss": 0.8900970838258218} {"data_time": 0.012085199501598254, "eta_seconds": 14186.235132707385, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.2264966643258427, "fast_rcnn/fg_cls_accuracy": 0.7559252106741573, "iteration": 245139, "loss_box_reg": 0.20747997285798192, "loss_cls": 0.17429062933661044, "loss_mask": 0.22978846076875925, "loss_rpn_cls": 0.01993075082282303, "loss_rpn_loc": 0.05956952182168607, "loss_sem_seg": 0.1964936146978289, "lr": 0.002, "mask_rcnn/accuracy": 0.9046342073506048, "mask_rcnn/false_negative": 0.090374682988347, "mask_rcnn/false_positive": 0.08898479070921184, "roi_head/num_bg_samples": 430.0, "roi_head/num_fg_samples": 82.0, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5726117720041657, "total_loss": 0.8872658223117469} {"data_time": 0.011674263500026427, "eta_seconds": 14181.364507253675, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.28285714285714286, "fast_rcnn/fg_cls_accuracy": 0.631196158734642, "iteration": 245159, "loss_box_reg": 0.20744064962491393, "loss_cls": 0.16369262989610434, "loss_mask": 0.22442027553915977, "loss_rpn_cls": 0.02448807779001072, "loss_rpn_loc": 0.053347770939581096, "loss_sem_seg": 0.21237733610905707, "lr": 0.002, "mask_rcnn/accuracy": 0.9181350795290992, "mask_rcnn/false_negative": 0.06950710349270753, "mask_rcnn/false_positive": 0.097990498273053, "roi_head/num_bg_samples": 461.25, "roi_head/num_fg_samples": 50.75, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5771136995026609, "total_loss": 0.9332898767352162} {"data_time": 0.01239670198992826, "eta_seconds": 14165.139256176204, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.20317117526710615, "fast_rcnn/fg_cls_accuracy": 0.7938167765401227, "iteration": 245179, "loss_box_reg": 0.21545609226450324, "loss_cls": 0.16941044572740793, "loss_mask": 0.22509810095652938, "loss_rpn_cls": 0.023179609008366242, "loss_rpn_loc": 0.055743193326634355, "loss_sem_seg": 0.20772218890488148, "lr": 0.002, "mask_rcnn/accuracy": 0.8823424677778573, "mask_rcnn/false_negative": 0.09113148193902784, "mask_rcnn/false_positive": 0.109557632727704, "roi_head/num_bg_samples": 426.5, "roi_head/num_fg_samples": 85.5, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5633474204951199, "total_loss": 0.9091360070742667} {"data_time": 0.013124793491442688, "eta_seconds": 14147.97363660959, "fast_rcnn/cls_accuracy": 0.95703125, "fast_rcnn/false_negative": 0.20359009922116716, "fast_rcnn/fg_cls_accuracy": 0.7753037614092204, "iteration": 245199, "loss_box_reg": 0.17009924305602908, "loss_cls": 0.148716623429209, "loss_mask": 0.21648415690287948, "loss_rpn_cls": 0.022020918397174682, "loss_rpn_loc": 0.0452079969109036, "loss_sem_seg": 0.20022115926258266, "lr": 0.002, "mask_rcnn/accuracy": 0.90875329515965, "mask_rcnn/false_negative": 0.08211297238014782, "mask_rcnn/false_positive": 0.09751999105739581, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5585357899981318, "total_loss": 0.8410313538606715} {"data_time": 0.012330686498899013, "eta_seconds": 14137.401344009952, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.20213248638838477, "fast_rcnn/fg_cls_accuracy": 0.7164679718546064, "iteration": 245219, "loss_box_reg": 0.20857636304572225, "loss_cls": 0.15602880693040788, "loss_mask": 0.21829078439623117, "loss_rpn_cls": 0.019286428941995837, "loss_rpn_loc": 0.0501756054291036, "loss_sem_seg": 0.2272855476476252, "lr": 0.002, "mask_rcnn/accuracy": 0.8760777198941625, "mask_rcnn/false_negative": 0.12456430229655525, "mask_rcnn/false_positive": 0.11240518694643564, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5769400960125495, "total_loss": 0.8785225973915658} {"data_time": 0.012553224005387165, "eta_seconds": 14123.977957609415, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.2245397914187723, "fast_rcnn/fg_cls_accuracy": 0.7355987055016181, "iteration": 245239, "loss_box_reg": 0.20682050846517086, "loss_cls": 0.16427473828662187, "loss_mask": 0.21025951486080885, "loss_rpn_cls": 0.02501421946908522, "loss_rpn_loc": 0.07277384106419049, "loss_sem_seg": 0.22170968214049935, "lr": 0.002, "mask_rcnn/accuracy": 0.9101279874153325, "mask_rcnn/false_negative": 0.0837036008516153, "mask_rcnn/false_positive": 0.10240400515860995, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5657166029996006, "total_loss": 0.8834340137195795} {"data_time": 0.012124740504077636, "eta_seconds": 14119.483918337515, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.29242979242979245, "fast_rcnn/fg_cls_accuracy": 0.6881349782293178, "iteration": 245259, "loss_box_reg": 0.20729619212215766, "loss_cls": 0.1606125255348161, "loss_mask": 0.20705506182275712, "loss_rpn_cls": 0.02727098818286322, "loss_rpn_loc": 0.06196779466699809, "loss_sem_seg": 0.18426154321059585, "lr": 0.002, "mask_rcnn/accuracy": 0.8895969965190923, "mask_rcnn/false_negative": 0.10079996428657334, "mask_rcnn/false_positive": 0.11801641856888706, "roi_head/num_bg_samples": 424.25, "roi_head/num_fg_samples": 87.75, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.5683272080059396, "total_loss": 0.8734874669662531} {"data_time": 0.011655707989120856, "eta_seconds": 14111.60695492728, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.24927745664739884, "fast_rcnn/fg_cls_accuracy": 0.695210449927431, "iteration": 245279, "loss_box_reg": 0.1974318753927946, "loss_cls": 0.14489265740849078, "loss_mask": 0.21837439155206084, "loss_rpn_cls": 0.025612828640078078, "loss_rpn_loc": 0.05813892086734995, "loss_sem_seg": 0.18799532763659954, "lr": 0.002, "mask_rcnn/accuracy": 0.9058180060630383, "mask_rcnn/false_negative": 0.08742248334359003, "mask_rcnn/false_positive": 0.11059930614614524, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5769021254964173, "total_loss": 0.8758764985977905} {"data_time": 0.012546144498628564, "eta_seconds": 14107.843344893874, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.169309462915601, "fast_rcnn/fg_cls_accuracy": 0.7962765957446809, "iteration": 245299, "loss_box_reg": 0.2106874871533364, "loss_cls": 0.16410297504626215, "loss_mask": 0.22394057968631387, "loss_rpn_cls": 0.022127590076706838, "loss_rpn_loc": 0.06590121274348348, "loss_sem_seg": 0.1820956680458039, "lr": 0.002, "mask_rcnn/accuracy": 0.9075077947845804, "mask_rcnn/false_negative": 0.08308839913891891, "mask_rcnn/false_positive": 0.10247703776908337, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5756284645030973, "total_loss": 0.8767199698049808} {"data_time": 0.013632598493131809, "eta_seconds": 14090.545202305773, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.24704944178628388, "fast_rcnn/fg_cls_accuracy": 0.7341238471673255, "iteration": 245319, "loss_box_reg": 0.220900546759367, "loss_cls": 0.16939270123839378, "loss_mask": 0.23752574529498816, "loss_rpn_cls": 0.023224056989420205, "loss_rpn_loc": 0.06662000284995884, "loss_sem_seg": 0.1999214133247733, "lr": 0.002, "mask_rcnn/accuracy": 0.9018547979167186, "mask_rcnn/false_negative": 0.09679674736422256, "mask_rcnn/false_positive": 0.09411316668166184, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5670617634896189, "total_loss": 0.9303762439230923} {"data_time": 0.011607355496380478, "eta_seconds": 14072.575962261457, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.23153279841177932, "fast_rcnn/fg_cls_accuracy": 0.759451037895798, "iteration": 245339, "loss_box_reg": 0.19751630630344152, "loss_cls": 0.1515531891491264, "loss_mask": 0.22251709550619125, "loss_rpn_cls": 0.030521496581059182, "loss_rpn_loc": 0.05498477030778304, "loss_sem_seg": 0.22283794858958572, "lr": 0.002, "mask_rcnn/accuracy": 0.9100594256402355, "mask_rcnn/false_negative": 0.08115145068077122, "mask_rcnn/false_positive": 0.08567553946842876, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.5689865699969232, "total_loss": 0.9030926011582778} {"data_time": 0.013199413500842638, "eta_seconds": 14061.163143671569, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.30108767303889256, "fast_rcnn/fg_cls_accuracy": 0.6765083440308087, "iteration": 245359, "loss_box_reg": 0.20479741599410772, "loss_cls": 0.16143586253747344, "loss_mask": 0.2214249549433589, "loss_rpn_cls": 0.02620448104062234, "loss_rpn_loc": 0.06198483274783939, "loss_sem_seg": 0.20632978645153344, "lr": 0.002, "mask_rcnn/accuracy": 0.9018028032553482, "mask_rcnn/false_negative": 0.09017927187348485, "mask_rcnn/false_positive": 0.10620167554802525, "roi_head/num_bg_samples": 432.5, "roi_head/num_fg_samples": 79.5, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5626800534955692, "total_loss": 0.8804992427294565} {"data_time": 0.012252827509655617, "eta_seconds": 14045.290871616657, "fast_rcnn/cls_accuracy": 0.9560546875, "fast_rcnn/false_negative": 0.17589988751406074, "fast_rcnn/fg_cls_accuracy": 0.8095813204508857, "iteration": 245379, "loss_box_reg": 0.20611031423322856, "loss_cls": 0.16298120631836355, "loss_mask": 0.22901315707713366, "loss_rpn_cls": 0.020532955444650725, "loss_rpn_loc": 0.05514218145253835, "loss_sem_seg": 0.1982154008001089, "lr": 0.002, "mask_rcnn/accuracy": 0.9104339447911002, "mask_rcnn/false_negative": 0.09057305286483706, "mask_rcnn/false_positive": 0.08898654457729996, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5634742924885359, "total_loss": 0.8768899515343946} {"data_time": 0.012857186520705, "eta_seconds": 14020.835654054608, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.2171333935561578, "fast_rcnn/fg_cls_accuracy": 0.7711631737896952, "iteration": 245399, "loss_box_reg": 0.21030201553367078, "loss_cls": 0.16206848644651473, "loss_mask": 0.22206005826592445, "loss_rpn_cls": 0.020904969060211442, "loss_rpn_loc": 0.060883538506459445, "loss_sem_seg": 0.19390499498695135, "lr": 0.002, "mask_rcnn/accuracy": 0.9030418592373336, "mask_rcnn/false_negative": 0.08003440374053547, "mask_rcnn/false_positive": 0.1122533796964108, "roi_head/num_bg_samples": 431.25, "roi_head/num_fg_samples": 80.75, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.557159699514159, "total_loss": 0.8498259603902625} {"data_time": 0.013359326010686345, "eta_seconds": 14003.243217608513, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.24639090594744123, "fast_rcnn/fg_cls_accuracy": 0.7080442816390041, "iteration": 245419, "loss_box_reg": 0.1900103143416345, "loss_cls": 0.14889855310320854, "loss_mask": 0.21191669162362814, "loss_rpn_cls": 0.020632400732210954, "loss_rpn_loc": 0.050892841987661086, "loss_sem_seg": 0.20119211613200605, "lr": 0.002, "mask_rcnn/accuracy": 0.9168543465766283, "mask_rcnn/false_negative": 0.07385961590365986, "mask_rcnn/false_positive": 0.09941116553764809, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5689410729974043, "total_loss": 0.8168126030113854} {"data_time": 0.012796864000847563, "eta_seconds": 13987.9984651407, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.24439573165687817, "fast_rcnn/fg_cls_accuracy": 0.7222951357558856, "iteration": 245439, "loss_box_reg": 0.2135566547513008, "loss_cls": 0.16296696406789124, "loss_mask": 0.2219334887340665, "loss_rpn_cls": 0.024707098858925747, "loss_rpn_loc": 0.062350182968657464, "loss_sem_seg": 0.20300915511325002, "lr": 0.002, "mask_rcnn/accuracy": 0.8801089902853738, "mask_rcnn/false_negative": 0.1084054084177501, "mask_rcnn/false_positive": 0.11445420114916544, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5650823319883784, "total_loss": 0.8912047114336019} {"data_time": 0.011845001499750651, "eta_seconds": 13978.054767584297, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.24013259327782915, "fast_rcnn/fg_cls_accuracy": 0.7553450328725992, "iteration": 245459, "loss_box_reg": 0.2182783184107393, "loss_cls": 0.15995400282554328, "loss_mask": 0.22561165783554316, "loss_rpn_cls": 0.025240962611860596, "loss_rpn_loc": 0.061593701189849526, "loss_sem_seg": 0.19299001712352037, "lr": 0.002, "mask_rcnn/accuracy": 0.904388038684276, "mask_rcnn/false_negative": 0.0855681159063037, "mask_rcnn/false_positive": 0.1086881241518984, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5776503505039727, "total_loss": 0.896074714113638} {"data_time": 0.011938134513911791, "eta_seconds": 13965.217636240995, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.21171171171171171, "fast_rcnn/fg_cls_accuracy": 0.7710585585585585, "iteration": 245479, "loss_box_reg": 0.2013128160033375, "loss_cls": 0.15099819051101804, "loss_mask": 0.20908817369490862, "loss_rpn_cls": 0.02613158732856391, "loss_rpn_loc": 0.05872618191642687, "loss_sem_seg": 0.21193990274332464, "lr": 0.002, "mask_rcnn/accuracy": 0.9179219840126326, "mask_rcnn/false_negative": 0.08114347610499616, "mask_rcnn/false_positive": 0.08834558664652374, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 236.5, "rpn/num_pos_anchors": 19.5, "time": 0.5672903239901643, "total_loss": 0.8397479379698325} {"data_time": 0.012496046008891426, "eta_seconds": 13950.773331432778, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.24523420479302832, "fast_rcnn/fg_cls_accuracy": 0.7523148148148149, "iteration": 245499, "loss_box_reg": 0.19333749846555293, "loss_cls": 0.14971410331781954, "loss_mask": 0.2300691748969257, "loss_rpn_cls": 0.02418686579039786, "loss_rpn_loc": 0.05761552188778296, "loss_sem_seg": 0.19105842598946765, "lr": 0.002, "mask_rcnn/accuracy": 0.9100454881745659, "mask_rcnn/false_negative": 0.07760028860204046, "mask_rcnn/false_positive": 0.10001866001723156, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5684412285045255, "total_loss": 0.8314810944430064} {"data_time": 0.01290420199802611, "eta_seconds": 13937.92472661339, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.2539386483590619, "fast_rcnn/fg_cls_accuracy": 0.7335280696902655, "iteration": 245519, "loss_box_reg": 0.19720292603597045, "loss_cls": 0.16309930721763521, "loss_mask": 0.21954659512266517, "loss_rpn_cls": 0.023824847885407507, "loss_rpn_loc": 0.05943939258577302, "loss_sem_seg": 0.1860109792323783, "lr": 0.002, "mask_rcnn/accuracy": 0.9035883157375504, "mask_rcnn/false_negative": 0.08715064406286918, "mask_rcnn/false_positive": 0.09947943803385007, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.5752194100059569, "total_loss": 0.9117871228518197} {"data_time": 0.012607967495569028, "eta_seconds": 13927.997488273017, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.20017257909875358, "fast_rcnn/fg_cls_accuracy": 0.7810714285714286, "iteration": 245539, "loss_box_reg": 0.20281115756370127, "loss_cls": 0.15955024352297187, "loss_mask": 0.22746576787903905, "loss_rpn_cls": 0.027067306626122445, "loss_rpn_loc": 0.06541731979814358, "loss_sem_seg": 0.1958527776878327, "lr": 0.002, "mask_rcnn/accuracy": 0.9029482626383887, "mask_rcnn/false_negative": 0.09248727285403772, "mask_rcnn/false_positive": 0.10828737920138791, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.569397860992467, "total_loss": 0.8954607548548665} {"data_time": 0.012983879991224967, "eta_seconds": 13915.151270093455, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.2406811477607938, "fast_rcnn/fg_cls_accuracy": 0.7395537599184684, "iteration": 245559, "loss_box_reg": 0.2190188798122108, "loss_cls": 0.17533092154189944, "loss_mask": 0.2389636691659689, "loss_rpn_cls": 0.027487831945109065, "loss_rpn_loc": 0.06941803696099669, "loss_sem_seg": 0.21317909052595496, "lr": 0.002, "mask_rcnn/accuracy": 0.8883264273268718, "mask_rcnn/false_negative": 0.09475473860859282, "mask_rcnn/false_positive": 0.12521931206570047, "roi_head/num_bg_samples": 432.5, "roi_head/num_fg_samples": 79.5, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5687471239943989, "total_loss": 0.9367114427841443} {"data_time": 0.013050513996859081, "eta_seconds": 13906.735746915088, "fast_rcnn/cls_accuracy": 0.9580078125, "fast_rcnn/false_negative": 0.17928053667101884, "fast_rcnn/fg_cls_accuracy": 0.7943218954248366, "iteration": 245579, "loss_box_reg": 0.1956169130280614, "loss_cls": 0.162605713121593, "loss_mask": 0.21739991707727313, "loss_rpn_cls": 0.02065248296548816, "loss_rpn_loc": 0.04972528286452871, "loss_sem_seg": 0.21220966055989265, "lr": 0.002, "mask_rcnn/accuracy": 0.911638333135715, "mask_rcnn/false_negative": 0.08234149884825095, "mask_rcnn/false_positive": 0.10185845162049167, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5717718965024687, "total_loss": 0.8732793038170712} {"data_time": 0.01325206049659755, "eta_seconds": 13898.835075013529, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.27734375, "fast_rcnn/fg_cls_accuracy": 0.7028203841743119, "iteration": 245599, "loss_box_reg": 0.2062452733516693, "loss_cls": 0.16134756384417415, "loss_mask": 0.22722534369677305, "loss_rpn_cls": 0.02487252969876863, "loss_rpn_loc": 0.06666863220743835, "loss_sem_seg": 0.18554704077541828, "lr": 0.002, "mask_rcnn/accuracy": 0.8844304029595782, "mask_rcnn/false_negative": 0.09075725979731719, "mask_rcnn/false_positive": 0.13124007535131127, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.5761032385053113, "total_loss": 0.8885650715365045} {"data_time": 0.012315520507399924, "eta_seconds": 13882.707507656, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.22232142857142856, "fast_rcnn/fg_cls_accuracy": 0.7453114807566863, "iteration": 245619, "loss_box_reg": 0.20832153083756566, "loss_cls": 0.16063100472092628, "loss_mask": 0.22843275824561715, "loss_rpn_cls": 0.02482178752325126, "loss_rpn_loc": 0.058316571201430634, "loss_sem_seg": 0.19650800549425185, "lr": 0.002, "mask_rcnn/accuracy": 0.8970363268662729, "mask_rcnn/false_negative": 0.0900556731597125, "mask_rcnn/false_positive": 0.10438334010071534, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5568065980041865, "total_loss": 0.8766354928193323} {"data_time": 0.012363958507194184, "eta_seconds": 13877.126851493493, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.31006927263730827, "fast_rcnn/fg_cls_accuracy": 0.6787161702706378, "iteration": 245639, "loss_box_reg": 0.20428598468424752, "loss_cls": 0.15514984354376793, "loss_mask": 0.21536518167704344, "loss_rpn_cls": 0.02321933514031116, "loss_rpn_loc": 0.058157308914815076, "loss_sem_seg": 0.2202748281415552, "lr": 0.002, "mask_rcnn/accuracy": 0.8878005752072866, "mask_rcnn/false_negative": 0.09285465178926722, "mask_rcnn/false_positive": 0.1142792017605884, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5888551424868638, "total_loss": 0.8806425717780257} {"data_time": 0.01320541549648624, "eta_seconds": 13865.73394738324, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.24671885793230486, "fast_rcnn/fg_cls_accuracy": 0.7457341478828734, "iteration": 245659, "loss_box_reg": 0.20908838463947177, "loss_cls": 0.1569629099103622, "loss_mask": 0.225682211574167, "loss_rpn_cls": 0.02207499392261525, "loss_rpn_loc": 0.04442046683107037, "loss_sem_seg": 0.1990454546175897, "lr": 0.002, "mask_rcnn/accuracy": 0.9029733057212336, "mask_rcnn/false_negative": 0.09370845213276557, "mask_rcnn/false_positive": 0.09782368568794703, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5725301944912644, "total_loss": 0.8827368267757265} {"data_time": 0.01233546448929701, "eta_seconds": 13860.315727514084, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.20029375386518244, "fast_rcnn/fg_cls_accuracy": 0.7946557410843125, "iteration": 245679, "loss_box_reg": 0.200749431271106, "loss_cls": 0.15102730633225292, "loss_mask": 0.21673933137208223, "loss_rpn_cls": 0.023912135606224183, "loss_rpn_loc": 0.05206539834034629, "loss_sem_seg": 0.20711857173591852, "lr": 0.002, "mask_rcnn/accuracy": 0.9233624277811596, "mask_rcnn/false_negative": 0.06982396044082308, "mask_rcnn/false_positive": 0.07648517782282872, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 237.25, "rpn/num_pos_anchors": 18.75, "time": 0.576203225980862, "total_loss": 0.8649421294248896} {"data_time": 0.011885584011906758, "eta_seconds": 13852.085035355121, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.31934514755095833, "fast_rcnn/fg_cls_accuracy": 0.6480933803171407, "iteration": 245699, "loss_box_reg": 0.20314242714084685, "loss_cls": 0.16255113412626088, "loss_mask": 0.22117733675986528, "loss_rpn_cls": 0.027939445120864548, "loss_rpn_loc": 0.06273438187781721, "loss_sem_seg": 0.18748804600909352, "lr": 0.002, "mask_rcnn/accuracy": 0.8934776247903605, "mask_rcnn/false_negative": 0.10117860026175012, "mask_rcnn/false_positive": 0.12338071964232089, "roi_head/num_bg_samples": 431.75, "roi_head/num_fg_samples": 80.25, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.584187770014978, "total_loss": 0.8695537262947255} {"data_time": 0.01213185748201795, "eta_seconds": 13851.425846232349, "fast_rcnn/cls_accuracy": 0.958984375, "fast_rcnn/false_negative": 0.18274582560296848, "fast_rcnn/fg_cls_accuracy": 0.7626293995859212, "iteration": 245719, "loss_box_reg": 0.21567912586033344, "loss_cls": 0.17149742506444454, "loss_mask": 0.22572799818590283, "loss_rpn_cls": 0.024964948854176328, "loss_rpn_loc": 0.06702940433751792, "loss_sem_seg": 0.1971726908814162, "lr": 0.002, "mask_rcnn/accuracy": 0.9075085034013606, "mask_rcnn/false_negative": 0.08383005338731798, "mask_rcnn/false_positive": 0.10053487397252525, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5812318090029294, "total_loss": 0.8991941835338366} {"data_time": 0.012148426001658663, "eta_seconds": 13829.284187595185, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.26013513513513514, "fast_rcnn/fg_cls_accuracy": 0.7311723602484472, "iteration": 245739, "loss_box_reg": 0.19514523842372, "loss_cls": 0.15088177053257823, "loss_mask": 0.22671553725376725, "loss_rpn_cls": 0.026299032506358344, "loss_rpn_loc": 0.062379612354561687, "loss_sem_seg": 0.2159594150725752, "lr": 0.002, "mask_rcnn/accuracy": 0.9212931949354545, "mask_rcnn/false_negative": 0.07165352365172878, "mask_rcnn/false_positive": 0.10172013054483146, "roi_head/num_bg_samples": 458.5, "roi_head/num_fg_samples": 53.5, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5608821939968038, "total_loss": 0.8682117435091641} {"data_time": 0.012341204987023957, "eta_seconds": 13816.014855513858, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.16944521626377695, "fast_rcnn/fg_cls_accuracy": 0.7974082237592156, "iteration": 245759, "loss_box_reg": 0.18990515312179923, "loss_cls": 0.15206193923950195, "loss_mask": 0.2148115560412407, "loss_rpn_cls": 0.019940004218369722, "loss_rpn_loc": 0.053346732805948704, "loss_sem_seg": 0.21558767359238118, "lr": 0.002, "mask_rcnn/accuracy": 0.9032873566093105, "mask_rcnn/false_negative": 0.09114958158497377, "mask_rcnn/false_positive": 0.0944108838385864, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.5718976994976401, "total_loss": 0.8793756411905633} {"data_time": 0.013167901488486677, "eta_seconds": 13815.955337476582, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.24088325834714658, "fast_rcnn/fg_cls_accuracy": 0.7330411585365854, "iteration": 245779, "loss_box_reg": 0.19617615081369877, "loss_cls": 0.16399423405528069, "loss_mask": 0.2233754019252956, "loss_rpn_cls": 0.02011046853294829, "loss_rpn_loc": 0.06263480248162523, "loss_sem_seg": 0.18591836746782064, "lr": 0.002, "mask_rcnn/accuracy": 0.8954804089604591, "mask_rcnn/false_negative": 0.08187994388659367, "mask_rcnn/false_positive": 0.10849199953791014, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5803297740058042, "total_loss": 0.8747868228092557} {"data_time": 0.01190014100575354, "eta_seconds": 13805.788760951735, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.24155844155844156, "fast_rcnn/fg_cls_accuracy": 0.7336740182894029, "iteration": 245799, "loss_box_reg": 0.2243009703233838, "loss_cls": 0.16787616442888975, "loss_mask": 0.22560000559315085, "loss_rpn_cls": 0.027415198179369327, "loss_rpn_loc": 0.06485748855629936, "loss_sem_seg": 0.19259147997945547, "lr": 0.002, "mask_rcnn/accuracy": 0.8986457454137541, "mask_rcnn/false_negative": 0.08624701409476537, "mask_rcnn/false_positive": 0.09697092302916549, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5758874070015736, "total_loss": 0.884103157237405} {"data_time": 0.01209856549394317, "eta_seconds": 13787.532469818412, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.23369252873563218, "fast_rcnn/fg_cls_accuracy": 0.7602627257799671, "iteration": 245819, "loss_box_reg": 0.20488111721351743, "loss_cls": 0.1670305929146707, "loss_mask": 0.23146482836455107, "loss_rpn_cls": 0.027886633377420367, "loss_rpn_loc": 0.05696179089136422, "loss_sem_seg": 0.20761084649711847, "lr": 0.002, "mask_rcnn/accuracy": 0.9073447158543783, "mask_rcnn/false_negative": 0.07878853308257847, "mask_rcnn/false_positive": 0.11553384054086271, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 208.25, "rpn/num_pos_anchors": 47.75, "time": 0.5570310705224983, "total_loss": 0.8965045595905394} {"data_time": 0.013937011506641284, "eta_seconds": 13776.128861638586, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.2164896418539326, "fast_rcnn/fg_cls_accuracy": 0.7234706616729089, "iteration": 245839, "loss_box_reg": 0.18691686319652945, "loss_cls": 0.15490557020530105, "loss_mask": 0.21074946597218513, "loss_rpn_cls": 0.02385593409417197, "loss_rpn_loc": 0.05515927181113511, "loss_sem_seg": 0.2089601227780804, "lr": 0.002, "mask_rcnn/accuracy": 0.9068615907901623, "mask_rcnn/false_negative": 0.08014710212002325, "mask_rcnn/false_positive": 0.09873755809380884, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5757668255100725, "total_loss": 0.8401776514801895} {"data_time": 0.011910186993191019, "eta_seconds": 13759.020445813294, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.2592266224341696, "fast_rcnn/fg_cls_accuracy": 0.7162887311753505, "iteration": 245859, "loss_box_reg": 0.18833356851246208, "loss_cls": 0.15798209700733423, "loss_mask": 0.22168059227988124, "loss_rpn_cls": 0.028747501815814758, "loss_rpn_loc": 0.07000996061833575, "loss_sem_seg": 0.2195871165022254, "lr": 0.002, "mask_rcnn/accuracy": 0.9005516435297523, "mask_rcnn/false_negative": 0.09650110778553911, "mask_rcnn/false_positive": 0.11931561946425541, "roi_head/num_bg_samples": 428.0, "roi_head/num_fg_samples": 84.0, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.5607065704971319, "total_loss": 0.8880784354187199} {"data_time": 0.012430215501808561, "eta_seconds": 13753.321645278935, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.2538659793814433, "fast_rcnn/fg_cls_accuracy": 0.7371281296023564, "iteration": 245879, "loss_box_reg": 0.22577561298385262, "loss_cls": 0.15942251938395202, "loss_mask": 0.23225484741851687, "loss_rpn_cls": 0.027055975082475925, "loss_rpn_loc": 0.06856709974817932, "loss_sem_seg": 0.2078730226494372, "lr": 0.002, "mask_rcnn/accuracy": 0.9079280720224598, "mask_rcnn/false_negative": 0.09282987112867003, "mask_rcnn/false_positive": 0.09566228235485587, "roi_head/num_bg_samples": 426.5, "roi_head/num_fg_samples": 85.5, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.5679968619951978, "total_loss": 0.9129894409416011} {"data_time": 0.012682653992669657, "eta_seconds": 13745.701448392909, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.21397243107769423, "fast_rcnn/fg_cls_accuracy": 0.7640817901234568, "iteration": 245899, "loss_box_reg": 0.2151883221231401, "loss_cls": 0.17271463735960424, "loss_mask": 0.22022773837670684, "loss_rpn_cls": 0.02368427544570295, "loss_rpn_loc": 0.07048848283011466, "loss_sem_seg": 0.19728035759180784, "lr": 0.002, "mask_rcnn/accuracy": 0.9026217389312627, "mask_rcnn/false_negative": 0.08730325621798098, "mask_rcnn/false_positive": 0.10934651631833338, "roi_head/num_bg_samples": 428.75, "roi_head/num_fg_samples": 83.25, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.5753124305047095, "total_loss": 0.9042477371840505} {"data_time": 0.011562716506887227, "eta_seconds": 13732.549538065534, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.293280910369518, "fast_rcnn/fg_cls_accuracy": 0.6682544052863436, "iteration": 245919, "loss_box_reg": 0.2024270175024867, "loss_cls": 0.167254279833287, "loss_mask": 0.22019846690818667, "loss_rpn_cls": 0.025276580472564092, "loss_rpn_loc": 0.0590597588889068, "loss_sem_seg": 0.21920482255518436, "lr": 0.002, "mask_rcnn/accuracy": 0.904453656462585, "mask_rcnn/false_negative": 0.08730732746367384, "mask_rcnn/false_positive": 0.08975711177289883, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5672198524989653, "total_loss": 0.8866103389009368} {"data_time": 0.012168553992523812, "eta_seconds": 13715.279948795505, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.2261584051724138, "fast_rcnn/fg_cls_accuracy": 0.7445762293056586, "iteration": 245939, "loss_box_reg": 0.20530254300683737, "loss_cls": 0.16423836955800653, "loss_mask": 0.2223725696094334, "loss_rpn_cls": 0.022273684866377153, "loss_rpn_loc": 0.0492133847437799, "loss_sem_seg": 0.20269441045820713, "lr": 0.002, "mask_rcnn/accuracy": 0.8884307592551126, "mask_rcnn/false_negative": 0.08357683044908511, "mask_rcnn/false_positive": 0.11405534720338059, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5663772709958721, "total_loss": 0.8862001431261888} {"data_time": 0.0127712524990784, "eta_seconds": 13708.49972428185, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.2792152341915375, "fast_rcnn/fg_cls_accuracy": 0.7095143924412217, "iteration": 245959, "loss_box_reg": 0.20594992162659764, "loss_cls": 0.1600026187952608, "loss_mask": 0.22978030424565077, "loss_rpn_cls": 0.01912900026945863, "loss_rpn_loc": 0.051784058508928865, "loss_sem_seg": 0.18358159088529646, "lr": 0.002, "mask_rcnn/accuracy": 0.9016108690667278, "mask_rcnn/false_negative": 0.07759579933127025, "mask_rcnn/false_positive": 0.09725434422288037, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5816498865169706, "total_loss": 0.8666971752682002} {"data_time": 0.01311974148848094, "eta_seconds": 13701.658750642062, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.23637228887863404, "fast_rcnn/fg_cls_accuracy": 0.747, "iteration": 245979, "loss_box_reg": 0.2086746017448604, "loss_cls": 0.17777575040236115, "loss_mask": 0.22429204545915127, "loss_rpn_cls": 0.026714740473835263, "loss_rpn_loc": 0.06127900481806137, "loss_sem_seg": 0.20242866571061313, "lr": 0.002, "mask_rcnn/accuracy": 0.9029856283300808, "mask_rcnn/false_negative": 0.08900108327713102, "mask_rcnn/false_positive": 0.09152638887613698, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5697427650156897, "total_loss": 0.9500259733977146} {"data_time": 0.01271284649556037, "eta_seconds": 13685.691189321937, "fast_rcnn/cls_accuracy": 0.962890625, "fast_rcnn/false_negative": 0.2103276093045914, "fast_rcnn/fg_cls_accuracy": 0.7483133038161501, "iteration": 245999, "loss_box_reg": 0.18925833515822887, "loss_cls": 0.15498271794058383, "loss_mask": 0.21716599073261023, "loss_rpn_cls": 0.02610941102466313, "loss_rpn_loc": 0.06068529127514921, "loss_sem_seg": 0.1819311841391027, "lr": 0.002, "mask_rcnn/accuracy": 0.9178143922404127, "mask_rcnn/false_negative": 0.058170453484537754, "mask_rcnn/false_positive": 0.11526045668447016, "roi_head/num_bg_samples": 458.75, "roi_head/num_fg_samples": 53.25, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.5631614325102419, "total_loss": 0.8435783267996158} {"data_time": 0.01179511500231456, "eta_seconds": 13661.818180935414, "fast_rcnn/cls_accuracy": 0.95751953125, "fast_rcnn/false_negative": 0.22011494252873565, "fast_rcnn/fg_cls_accuracy": 0.7578817733990147, "iteration": 246019, "loss_box_reg": 0.20844492223113775, "loss_cls": 0.16406153378193267, "loss_mask": 0.2226457935757935, "loss_rpn_cls": 0.023151863322709687, "loss_rpn_loc": 0.05737329615658382, "loss_sem_seg": 0.1977203874848783, "lr": 0.002, "mask_rcnn/accuracy": 0.9005115327380953, "mask_rcnn/false_negative": 0.07737937630243377, "mask_rcnn/false_positive": 0.10665276588351427, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5460451114922762, "total_loss": 0.8709440410893876} {"data_time": 0.01257000450277701, "eta_seconds": 13643.516751107833, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.29544041450777203, "fast_rcnn/fg_cls_accuracy": 0.6796381195236416, "iteration": 246039, "loss_box_reg": 0.2164253566879779, "loss_cls": 0.15996958076721057, "loss_mask": 0.23246422223746777, "loss_rpn_cls": 0.02674627903616056, "loss_rpn_loc": 0.06468594679608941, "loss_sem_seg": 0.21906923176720738, "lr": 0.002, "mask_rcnn/accuracy": 0.9028818355266173, "mask_rcnn/false_negative": 0.08860665284029291, "mask_rcnn/false_positive": 0.1116876986380817, "roi_head/num_bg_samples": 423.25, "roi_head/num_fg_samples": 88.75, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.5689125500066439, "total_loss": 0.9477268671180354} {"data_time": 0.011349092499585822, "eta_seconds": 13622.345768931249, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.2726119523195876, "fast_rcnn/fg_cls_accuracy": 0.7048626950095794, "iteration": 246059, "loss_box_reg": 0.20988118695095181, "loss_cls": 0.1597078553168103, "loss_mask": 0.22038514725863934, "loss_rpn_cls": 0.024132106394972652, "loss_rpn_loc": 0.05691407006816007, "loss_sem_seg": 0.207268460188061, "lr": 0.002, "mask_rcnn/accuracy": 0.8942705109965584, "mask_rcnn/false_negative": 0.08829202497769553, "mask_rcnn/false_positive": 0.12709696595014683, "roi_head/num_bg_samples": 427.75, "roi_head/num_fg_samples": 84.25, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5660980685061077, "total_loss": 0.8762354062696431} {"data_time": 0.01208243251312524, "eta_seconds": 13616.803925842221, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.21463815789473684, "fast_rcnn/fg_cls_accuracy": 0.7548954951298701, "iteration": 246079, "loss_box_reg": 0.1939411205239594, "loss_cls": 0.15098740335088223, "loss_mask": 0.21556018386036158, "loss_rpn_cls": 0.025897249986883253, "loss_rpn_loc": 0.06632545743195806, "loss_sem_seg": 0.1941654880065471, "lr": 0.002, "mask_rcnn/accuracy": 0.9063866618075802, "mask_rcnn/false_negative": 0.09375708140810132, "mask_rcnn/false_positive": 0.10328275914601351, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.567556305511971, "total_loss": 0.8226310118534457} {"data_time": 0.012496656985604204, "eta_seconds": 13599.585907991554, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.19518229166666667, "fast_rcnn/fg_cls_accuracy": 0.7838331653225806, "iteration": 246099, "loss_box_reg": 0.19031780399382114, "loss_cls": 0.15385427983710542, "loss_mask": 0.21105700731277466, "loss_rpn_cls": 0.027612902340479195, "loss_rpn_loc": 0.06311550928512588, "loss_sem_seg": 0.21550632966682315, "lr": 0.002, "mask_rcnn/accuracy": 0.9209092836752049, "mask_rcnn/false_negative": 0.06766256438869922, "mask_rcnn/false_positive": 0.08933983424401992, "roi_head/num_bg_samples": 463.5, "roi_head/num_fg_samples": 48.5, "rpn/num_neg_anchors": 236.5, "rpn/num_pos_anchors": 19.5, "time": 0.5699989924905822, "total_loss": 0.837253514349868} {"data_time": 0.013139672490069643, "eta_seconds": 13589.49032152073, "fast_rcnn/cls_accuracy": 0.91748046875, "fast_rcnn/false_negative": 0.29133743049458594, "fast_rcnn/fg_cls_accuracy": 0.7050245098039216, "iteration": 246119, "loss_box_reg": 0.21924594533629715, "loss_cls": 0.16423985152505338, "loss_mask": 0.22686694469302893, "loss_rpn_cls": 0.026032260409920127, "loss_rpn_loc": 0.061008179327473044, "loss_sem_seg": 0.2115352468099445, "lr": 0.002, "mask_rcnn/accuracy": 0.8984516018264685, "mask_rcnn/false_negative": 0.08747257090338212, "mask_rcnn/false_positive": 0.11700666419184995, "roi_head/num_bg_samples": 414.75, "roi_head/num_fg_samples": 97.25, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.5741366054862738, "total_loss": 0.8902618163701845} {"data_time": 0.011979468501522206, "eta_seconds": 13574.82235570853, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.21337126600284495, "fast_rcnn/fg_cls_accuracy": 0.786628733997155, "iteration": 246139, "loss_box_reg": 0.20645570382475853, "loss_cls": 0.16451086336746812, "loss_mask": 0.23218098329380155, "loss_rpn_cls": 0.02412076052860357, "loss_rpn_loc": 0.05714321287814528, "loss_sem_seg": 0.1992006932850927, "lr": 0.002, "mask_rcnn/accuracy": 0.9015915110918677, "mask_rcnn/false_negative": 0.0888802295193645, "mask_rcnn/false_positive": 0.09493712804386376, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5602861915103858, "total_loss": 0.9312611863097118} {"data_time": 0.012236194510478526, "eta_seconds": 13562.260935422513, "fast_rcnn/cls_accuracy": 0.96240234375, "fast_rcnn/false_negative": 0.17245295262816351, "fast_rcnn/fg_cls_accuracy": 0.7887532371439142, "iteration": 246159, "loss_box_reg": 0.2088878988288343, "loss_cls": 0.1643440129701048, "loss_mask": 0.21906242845579982, "loss_rpn_cls": 0.020701138098957017, "loss_rpn_loc": 0.05014666263014078, "loss_sem_seg": 0.20859359437599778, "lr": 0.002, "mask_rcnn/accuracy": 0.9219010862541738, "mask_rcnn/false_negative": 0.07144122359236865, "mask_rcnn/false_positive": 0.09771095612380747, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 235.25, "rpn/num_pos_anchors": 20.75, "time": 0.5738749355077744, "total_loss": 0.86993800086384} {"data_time": 0.013038876015343703, "eta_seconds": 13548.957701526553, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.24722222222222223, "fast_rcnn/fg_cls_accuracy": 0.748046875, "iteration": 246179, "loss_box_reg": 0.212894567521289, "loss_cls": 0.16707366169430315, "loss_mask": 0.23052550898864865, "loss_rpn_cls": 0.02118173176131677, "loss_rpn_loc": 0.05444171297131106, "loss_sem_seg": 0.2131188791245222, "lr": 0.002, "mask_rcnn/accuracy": 0.8942048579165273, "mask_rcnn/false_negative": 0.09406418794653354, "mask_rcnn/false_positive": 0.10907556961163588, "roi_head/num_bg_samples": 426.0, "roi_head/num_fg_samples": 86.0, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.5574684155144496, "total_loss": 0.9023554774466902} {"data_time": 0.012594890504260547, "eta_seconds": 13539.506418522345, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.2247181390038533, "fast_rcnn/fg_cls_accuracy": 0.7463656950836438, "iteration": 246199, "loss_box_reg": 0.20007866574451327, "loss_cls": 0.15358198643662035, "loss_mask": 0.2197742983698845, "loss_rpn_cls": 0.02181547927102656, "loss_rpn_loc": 0.058943805808667094, "loss_sem_seg": 0.19527978170663118, "lr": 0.002, "mask_rcnn/accuracy": 0.9082732280617443, "mask_rcnn/false_negative": 0.08516406779854838, "mask_rcnn/false_positive": 0.09799269656789591, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5694986974995118, "total_loss": 0.8301057607968687} {"data_time": 0.012480319506721571, "eta_seconds": 13526.206418706308, "fast_rcnn/cls_accuracy": 0.95751953125, "fast_rcnn/false_negative": 0.19897186147186147, "fast_rcnn/fg_cls_accuracy": 0.8010281385281385, "iteration": 246219, "loss_box_reg": 0.19871930219233036, "loss_cls": 0.14917671447619796, "loss_mask": 0.21795929269865155, "loss_rpn_cls": 0.023886658582341624, "loss_rpn_loc": 0.06268203962827101, "loss_sem_seg": 0.19984118826687336, "lr": 0.002, "mask_rcnn/accuracy": 0.9132132642017845, "mask_rcnn/false_negative": 0.09158352827359695, "mask_rcnn/false_positive": 0.11431537643798043, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5632851010013837, "total_loss": 0.8637601770751644} {"data_time": 0.013559228493249975, "eta_seconds": 13517.931100707865, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.26264150943396225, "fast_rcnn/fg_cls_accuracy": 0.7160459685349065, "iteration": 246239, "loss_box_reg": 0.2147737075574696, "loss_cls": 0.17086331080645323, "loss_mask": 0.2241247403435409, "loss_rpn_cls": 0.02269122673169477, "loss_rpn_loc": 0.06089653298840858, "loss_sem_seg": 0.21891016350127757, "lr": 0.002, "mask_rcnn/accuracy": 0.9002397932443418, "mask_rcnn/false_negative": 0.09203205584471161, "mask_rcnn/false_positive": 0.1163901313250246, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5752258819848066, "total_loss": 0.9368846090401348} {"data_time": 0.01293113200517837, "eta_seconds": 13509.82327889216, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.26083815028901736, "fast_rcnn/fg_cls_accuracy": 0.7086572966507176, "iteration": 246259, "loss_box_reg": 0.21567695681005716, "loss_cls": 0.18168576760217547, "loss_mask": 0.22917461022734642, "loss_rpn_cls": 0.029753119371889625, "loss_rpn_loc": 0.07095665411907248, "loss_sem_seg": 0.20999208884313703, "lr": 0.002, "mask_rcnn/accuracy": 0.9014274342276329, "mask_rcnn/false_negative": 0.09778528071994982, "mask_rcnn/false_positive": 0.09758291163561546, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5818432985106483, "total_loss": 0.9470359677070519} {"data_time": 0.011868913992657326, "eta_seconds": 13493.99738472201, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.28486689814814814, "fast_rcnn/fg_cls_accuracy": 0.7106408227848101, "iteration": 246279, "loss_box_reg": 0.18324259738437831, "loss_cls": 0.14056505053304136, "loss_mask": 0.21620757831260562, "loss_rpn_cls": 0.022815160191385075, "loss_rpn_loc": 0.057477277965517715, "loss_sem_seg": 0.21497626637574285, "lr": 0.002, "mask_rcnn/accuracy": 0.9035652090192279, "mask_rcnn/false_negative": 0.07986565489380737, "mask_rcnn/false_positive": 0.1102493204037987, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5674958839954343, "total_loss": 0.8271337186015444} {"data_time": 0.012325584990321659, "eta_seconds": 13480.447953089562, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.2693014705882353, "fast_rcnn/fg_cls_accuracy": 0.7152777777777778, "iteration": 246299, "loss_box_reg": 0.20575193129479885, "loss_cls": 0.16162220481783152, "loss_mask": 0.21970522357150912, "loss_rpn_cls": 0.025511313604511088, "loss_rpn_loc": 0.06913786800578237, "loss_sem_seg": 0.20582367107272148, "lr": 0.002, "mask_rcnn/accuracy": 0.8858586403311324, "mask_rcnn/false_negative": 0.08373694936160636, "mask_rcnn/false_positive": 0.10429287377867386, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5670387534919428, "total_loss": 0.8972938687511487} {"data_time": 0.012582715498865582, "eta_seconds": 13470.046231452594, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.2831678486997636, "fast_rcnn/fg_cls_accuracy": 0.7045121951219512, "iteration": 246319, "loss_box_reg": 0.18839896749705076, "loss_cls": 0.1471518768230453, "loss_mask": 0.20758446911349893, "loss_rpn_cls": 0.019473249889415456, "loss_rpn_loc": 0.05488544813124463, "loss_sem_seg": 0.18769633956253529, "lr": 0.002, "mask_rcnn/accuracy": 0.9251689475397435, "mask_rcnn/false_negative": 0.07144061779661925, "mask_rcnn/false_positive": 0.0883209578094837, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 238.75, "rpn/num_pos_anchors": 17.25, "time": 0.5661655315052485, "total_loss": 0.800923370046803} {"data_time": 0.013033518989686854, "eta_seconds": 13457.697102149788, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.3030054644808743, "fast_rcnn/fg_cls_accuracy": 0.6969945355191256, "iteration": 246339, "loss_box_reg": 0.21095316484570503, "loss_cls": 0.16737162182107568, "loss_mask": 0.22283852938562632, "loss_rpn_cls": 0.025318066146610363, "loss_rpn_loc": 0.06742187467170879, "loss_sem_seg": 0.22812835732474923, "lr": 0.002, "mask_rcnn/accuracy": 0.9008719570270542, "mask_rcnn/false_negative": 0.0933823439832352, "mask_rcnn/false_positive": 0.09779025826219237, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5681153354962589, "total_loss": 0.926610786395031} {"data_time": 0.013257001002784818, "eta_seconds": 13447.972043306363, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.19501133786848074, "fast_rcnn/fg_cls_accuracy": 0.7896825396825397, "iteration": 246359, "loss_box_reg": 0.20103933941572905, "loss_cls": 0.158607782330364, "loss_mask": 0.22554891649633646, "loss_rpn_cls": 0.022501108949654736, "loss_rpn_loc": 0.06021219969261438, "loss_sem_seg": 0.1902104488108307, "lr": 0.002, "mask_rcnn/accuracy": 0.9007432786530363, "mask_rcnn/false_negative": 0.07400251265930474, "mask_rcnn/false_positive": 0.11254054041972544, "roi_head/num_bg_samples": 430.5, "roi_head/num_fg_samples": 81.5, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 0.5717712935002055, "total_loss": 0.8404965777590405} {"data_time": 0.01271098900178913, "eta_seconds": 13438.283343706935, "fast_rcnn/cls_accuracy": 0.96337890625, "fast_rcnn/false_negative": 0.16117216117216115, "fast_rcnn/fg_cls_accuracy": 0.8388278388278387, "iteration": 246379, "loss_box_reg": 0.2257532738149166, "loss_cls": 0.1647282165940851, "loss_mask": 0.23122520791366696, "loss_rpn_cls": 0.025582022877642885, "loss_rpn_loc": 0.06514735821110662, "loss_sem_seg": 0.20648367796093225, "lr": 0.002, "mask_rcnn/accuracy": 0.913140914260441, "mask_rcnn/false_negative": 0.08483012222898936, "mask_rcnn/false_positive": 0.09036425927301805, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5686297884967644, "total_loss": 0.9420357865383266} {"data_time": 0.012400548002915457, "eta_seconds": 13428.023543752497, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.21113717742931226, "fast_rcnn/fg_cls_accuracy": 0.7753694581280788, "iteration": 246399, "loss_box_reg": 0.20323556021321565, "loss_cls": 0.1612911387346685, "loss_mask": 0.2349040280096233, "loss_rpn_cls": 0.03134675401815912, "loss_rpn_loc": 0.0744959447911242, "loss_sem_seg": 0.20591184892691672, "lr": 0.002, "mask_rcnn/accuracy": 0.90948985198475, "mask_rcnn/false_negative": 0.09005506126204722, "mask_rcnn/false_positive": 0.1078930031335198, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5637518959993031, "total_loss": 0.9294669724986306} {"data_time": 0.012209233012981713, "eta_seconds": 13416.644344952656, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.26541666666666663, "fast_rcnn/fg_cls_accuracy": 0.7128137879355564, "iteration": 246419, "loss_box_reg": 0.18530644371639937, "loss_cls": 0.14381344825960696, "loss_mask": 0.22766899969428778, "loss_rpn_cls": 0.022704535946104443, "loss_rpn_loc": 0.05716056714300066, "loss_sem_seg": 0.21420750906690955, "lr": 0.002, "mask_rcnn/accuracy": 0.8873590439360457, "mask_rcnn/false_negative": 0.09434525997278037, "mask_rcnn/false_positive": 0.13606519445477067, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5657911750022322, "total_loss": 0.871515042403189} {"data_time": 0.012647935000131838, "eta_seconds": 13419.334008433478, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.2939201451905626, "fast_rcnn/fg_cls_accuracy": 0.6947368421052631, "iteration": 246439, "loss_box_reg": 0.21069580712355673, "loss_cls": 0.16577245970256627, "loss_mask": 0.2268454870209098, "loss_rpn_cls": 0.025319929904071614, "loss_rpn_loc": 0.06168315125978552, "loss_sem_seg": 0.20462858420796692, "lr": 0.002, "mask_rcnn/accuracy": 0.9087496785222614, "mask_rcnn/false_negative": 0.06426969722614247, "mask_rcnn/false_positive": 0.10275284837459173, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5864719934907043, "total_loss": 0.9209153417032212} {"data_time": 0.012569270489620976, "eta_seconds": 13407.942867133504, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.22483660130718952, "fast_rcnn/fg_cls_accuracy": 0.7487113402061856, "iteration": 246459, "loss_box_reg": 0.1932633148971945, "loss_cls": 0.15805848292075098, "loss_mask": 0.22608218574896455, "loss_rpn_cls": 0.02353183552622795, "loss_rpn_loc": 0.04575156375358347, "loss_sem_seg": 0.19682673970237374, "lr": 0.002, "mask_rcnn/accuracy": 0.9018166767264941, "mask_rcnn/false_negative": 0.07710532517714713, "mask_rcnn/false_positive": 0.1055531721768306, "roi_head/num_bg_samples": 456.5, "roi_head/num_fg_samples": 55.5, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5753050175117096, "total_loss": 0.8209134883154547} {"data_time": 0.012511371503933333, "eta_seconds": 13399.765553024292, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.23771676300578035, "fast_rcnn/fg_cls_accuracy": 0.7223238031914894, "iteration": 246479, "loss_box_reg": 0.18796204961836338, "loss_cls": 0.14810635906178504, "loss_mask": 0.22187041910365224, "loss_rpn_cls": 0.02238596351526212, "loss_rpn_loc": 0.0651607601030264, "loss_sem_seg": 0.20498032111208886, "lr": 0.002, "mask_rcnn/accuracy": 0.9036121068455134, "mask_rcnn/false_negative": 0.08544749925501618, "mask_rcnn/false_positive": 0.09785147192031485, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5718777189904358, "total_loss": 0.8614919659776206} {"data_time": 0.01242110101156868, "eta_seconds": 13391.990127679368, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.22723019338739864, "fast_rcnn/fg_cls_accuracy": 0.7200387331966279, "iteration": 246499, "loss_box_reg": 0.2165427994914353, "loss_cls": 0.16292170202359557, "loss_mask": 0.22232694271951914, "loss_rpn_cls": 0.024571823954829597, "loss_rpn_loc": 0.07233816821826622, "loss_sem_seg": 0.18678069859743118, "lr": 0.002, "mask_rcnn/accuracy": 0.9060167798390761, "mask_rcnn/false_negative": 0.08409417066638751, "mask_rcnn/false_positive": 0.12392113273080674, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5709883929957869, "total_loss": 0.8989267023634966} {"data_time": 0.01223486200615298, "eta_seconds": 13370.621627203102, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.22838188195821257, "fast_rcnn/fg_cls_accuracy": 0.7525100401606426, "iteration": 246519, "loss_box_reg": 0.20541921770200133, "loss_cls": 0.15761487581767142, "loss_mask": 0.2209653900936246, "loss_rpn_cls": 0.02706623175436107, "loss_rpn_loc": 0.0625928528024815, "loss_sem_seg": 0.20588575140573084, "lr": 0.002, "mask_rcnn/accuracy": 0.9113709471426187, "mask_rcnn/false_negative": 0.078878242853086, "mask_rcnn/false_positive": 0.09108381250187156, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5619294195057591, "total_loss": 0.8796835257464863} {"data_time": 0.013088342995615676, "eta_seconds": 13359.233167063241, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.25769296157769467, "fast_rcnn/fg_cls_accuracy": 0.7322142857142857, "iteration": 246539, "loss_box_reg": 0.1976722099352628, "loss_cls": 0.14667278295382857, "loss_mask": 0.22169542545452714, "loss_rpn_cls": 0.02480627170552907, "loss_rpn_loc": 0.05614808827522211, "loss_sem_seg": 0.23124753800220788, "lr": 0.002, "mask_rcnn/accuracy": 0.9099324654606947, "mask_rcnn/false_negative": 0.10138059125485335, "mask_rcnn/false_positive": 0.10580823432075329, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5647712240024703, "total_loss": 0.8734781877483329} {"data_time": 0.0133707139902981, "eta_seconds": 13347.42607415044, "fast_rcnn/cls_accuracy": 0.95751953125, "fast_rcnn/false_negative": 0.19256422924901184, "fast_rcnn/fg_cls_accuracy": 0.7425889328063241, "iteration": 246559, "loss_box_reg": 0.18424985505407676, "loss_cls": 0.1425561977084726, "loss_mask": 0.21898842882364988, "loss_rpn_cls": 0.021811057511513354, "loss_rpn_loc": 0.0517714490997605, "loss_sem_seg": 0.19898672751151025, "lr": 0.002, "mask_rcnn/accuracy": 0.9123065581954175, "mask_rcnn/false_negative": 0.08201598884256878, "mask_rcnn/false_positive": 0.09821077446639453, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5675629654870136, "total_loss": 0.835851161609753} {"data_time": 0.012212685483973473, "eta_seconds": 13336.03797119054, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.23317209429077532, "fast_rcnn/fg_cls_accuracy": 0.7487985101525891, "iteration": 246579, "loss_box_reg": 0.22211385052651167, "loss_cls": 0.1674781966721639, "loss_mask": 0.22841114876791835, "loss_rpn_cls": 0.02559866260708077, "loss_rpn_loc": 0.055502315604826435, "loss_sem_seg": 0.1999350069090724, "lr": 0.002, "mask_rcnn/accuracy": 0.9109831220191882, "mask_rcnn/false_negative": 0.06786330704848417, "mask_rcnn/false_positive": 0.09374397460745032, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5712630144989816, "total_loss": 0.9196860793308588} {"data_time": 0.011946086000534706, "eta_seconds": 13313.122582705473, "fast_rcnn/cls_accuracy": 0.9599609375, "fast_rcnn/false_negative": 0.20433774834437085, "fast_rcnn/fg_cls_accuracy": 0.741119807344973, "iteration": 246599, "loss_box_reg": 0.19334229920059443, "loss_cls": 0.16493729827925563, "loss_mask": 0.2231483245268464, "loss_rpn_cls": 0.027044104442211392, "loss_rpn_loc": 0.06440928316442296, "loss_sem_seg": 0.2105954047292471, "lr": 0.002, "mask_rcnn/accuracy": 0.9125731440963911, "mask_rcnn/false_negative": 0.09041734171596039, "mask_rcnn/false_positive": 0.08476235336963406, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5572147140046582, "total_loss": 0.8690900909059565} {"data_time": 0.012713185511529446, "eta_seconds": 13304.917869683442, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.2892741798402176, "fast_rcnn/fg_cls_accuracy": 0.6770185279619242, "iteration": 246619, "loss_box_reg": 0.23585106967948377, "loss_cls": 0.17082597920671105, "loss_mask": 0.22866710275411606, "loss_rpn_cls": 0.023786593272234313, "loss_rpn_loc": 0.06923857321089599, "loss_sem_seg": 0.20517209358513355, "lr": 0.002, "mask_rcnn/accuracy": 0.8971275867074038, "mask_rcnn/false_negative": 0.08685885387657219, "mask_rcnn/false_positive": 0.1308004652318978, "roi_head/num_bg_samples": 432.5, "roi_head/num_fg_samples": 79.5, "rpn/num_neg_anchors": 208.0, "rpn/num_pos_anchors": 48.0, "time": 0.5699331165087642, "total_loss": 0.9449035170291609} {"data_time": 0.012471452500903979, "eta_seconds": 13292.652631798672, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.23500587514687865, "fast_rcnn/fg_cls_accuracy": 0.7499198717948719, "iteration": 246639, "loss_box_reg": 0.20104059064760804, "loss_cls": 0.17168672557454556, "loss_mask": 0.21897350205108523, "loss_rpn_cls": 0.021737816103268415, "loss_rpn_loc": 0.05762370361480862, "loss_sem_seg": 0.18931290414184332, "lr": 0.002, "mask_rcnn/accuracy": 0.9191935079087844, "mask_rcnn/false_negative": 0.06397192437774002, "mask_rcnn/false_positive": 0.08829536613241734, "roi_head/num_bg_samples": 429.0, "roi_head/num_fg_samples": 83.0, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5762948789924849, "total_loss": 0.8891484297855641} {"data_time": 0.013170156991691329, "eta_seconds": 13280.518637342277, "fast_rcnn/cls_accuracy": 0.9580078125, "fast_rcnn/false_negative": 0.21209633278598794, "fast_rcnn/fg_cls_accuracy": 0.7826727808712741, "iteration": 246659, "loss_box_reg": 0.17791348724858835, "loss_cls": 0.14117141091264784, "loss_mask": 0.21398619282990694, "loss_rpn_cls": 0.020692287782367202, "loss_rpn_loc": 0.055058568774256855, "loss_sem_seg": 0.20277624344453216, "lr": 0.002, "mask_rcnn/accuracy": 0.9143068309798146, "mask_rcnn/false_negative": 0.08678874991106811, "mask_rcnn/false_positive": 0.08707932382099973, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5691435934859328, "total_loss": 0.8218081070663175} {"data_time": 0.012339820503257215, "eta_seconds": 13265.691099633186, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.23421052631578948, "fast_rcnn/fg_cls_accuracy": 0.7400315386348276, "iteration": 246679, "loss_box_reg": 0.22257887525483966, "loss_cls": 0.17383567453362048, "loss_mask": 0.236426567658782, "loss_rpn_cls": 0.025106517196036293, "loss_rpn_loc": 0.07393421864253469, "loss_sem_seg": 0.20922528440132737, "lr": 0.002, "mask_rcnn/accuracy": 0.8962348346995406, "mask_rcnn/false_negative": 0.1082749250067056, "mask_rcnn/false_positive": 0.09548033071931436, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5504037429927848, "total_loss": 0.973843771040265} {"data_time": 0.01255370349099394, "eta_seconds": 13250.700229362556, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.1995475113122172, "fast_rcnn/fg_cls_accuracy": 0.7765881662755616, "iteration": 246699, "loss_box_reg": 0.17905032075941563, "loss_cls": 0.13293735135812312, "loss_mask": 0.21233491832390428, "loss_rpn_cls": 0.02098719093919499, "loss_rpn_loc": 0.047887259599519894, "loss_sem_seg": 0.1943873236887157, "lr": 0.002, "mask_rcnn/accuracy": 0.9067893416107702, "mask_rcnn/false_negative": 0.07861608896695085, "mask_rcnn/false_positive": 0.11912268649453767, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5687290405039676, "total_loss": 0.8152740357836592} {"data_time": 0.012228571504238062, "eta_seconds": 13231.071120480527, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.3090085010409438, "fast_rcnn/fg_cls_accuracy": 0.6682642262317835, "iteration": 246719, "loss_box_reg": 0.19485806510783732, "loss_cls": 0.15921887918375432, "loss_mask": 0.22221893537789583, "loss_rpn_cls": 0.02929762198618846, "loss_rpn_loc": 0.05548292928142473, "loss_sem_seg": 0.22013795282691717, "lr": 0.002, "mask_rcnn/accuracy": 0.9020836221181897, "mask_rcnn/false_negative": 0.09045364586591365, "mask_rcnn/false_positive": 0.1078847782421804, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5580487375118537, "total_loss": 0.8816714242457238} {"data_time": 0.012812306988053024, "eta_seconds": 13218.846517933227, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.1796185781006746, "fast_rcnn/fg_cls_accuracy": 0.8044239750908148, "iteration": 246739, "loss_box_reg": 0.20553211390506476, "loss_cls": 0.1632603369653225, "loss_mask": 0.20652034785598516, "loss_rpn_cls": 0.023419747503794497, "loss_rpn_loc": 0.05711939843604341, "loss_sem_seg": 0.19284416898153722, "lr": 0.002, "mask_rcnn/accuracy": 0.9190532367737476, "mask_rcnn/false_negative": 0.06955105571053691, "mask_rcnn/false_positive": 0.08238231507762224, "roi_head/num_bg_samples": 465.5, "roi_head/num_fg_samples": 46.5, "rpn/num_neg_anchors": 236.0, "rpn/num_pos_anchors": 20.0, "time": 0.5642842920060502, "total_loss": 0.8624664991730242} {"data_time": 0.0122431790077826, "eta_seconds": 13207.480844472986, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.22670697012802277, "fast_rcnn/fg_cls_accuracy": 0.7678511845178512, "iteration": 246759, "loss_box_reg": 0.20615830412134528, "loss_cls": 0.1664214392658323, "loss_mask": 0.22892480436712503, "loss_rpn_cls": 0.024743715719523607, "loss_rpn_loc": 0.06325046572601423, "loss_sem_seg": 0.20696420688182116, "lr": 0.002, "mask_rcnn/accuracy": 0.9022803144826954, "mask_rcnn/false_negative": 0.09967871090461117, "mask_rcnn/false_positive": 0.0893396850316692, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5723899639997398, "total_loss": 0.9135896363441134} {"data_time": 0.012536962007288821, "eta_seconds": 13189.20240678062, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.28861177884615385, "fast_rcnn/fg_cls_accuracy": 0.6788923528333028, "iteration": 246779, "loss_box_reg": 0.1883169962093234, "loss_cls": 0.15239609172567725, "loss_mask": 0.21963739022612572, "loss_rpn_cls": 0.02458967214624863, "loss_rpn_loc": 0.06538526847725734, "loss_sem_seg": 0.23715130612254143, "lr": 0.002, "mask_rcnn/accuracy": 0.9019313757356552, "mask_rcnn/false_negative": 0.08851130797710172, "mask_rcnn/false_positive": 0.1113978271507845, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5667463700083317, "total_loss": 0.9000034659547964} {"data_time": 0.01276376649911981, "eta_seconds": 13171.217769139432, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.2632663847780127, "fast_rcnn/fg_cls_accuracy": 0.7119295514255133, "iteration": 246799, "loss_box_reg": 0.20232394512277097, "loss_cls": 0.15794575097970665, "loss_mask": 0.21038698218762875, "loss_rpn_cls": 0.02271372641553171, "loss_rpn_loc": 0.05664446944138035, "loss_sem_seg": 0.21147874742746353, "lr": 0.002, "mask_rcnn/accuracy": 0.8945381391698597, "mask_rcnn/false_negative": 0.10124410303212927, "mask_rcnn/false_positive": 0.11145387640265647, "roi_head/num_bg_samples": 429.0, "roi_head/num_fg_samples": 83.0, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5605259585136082, "total_loss": 0.8889502982638078} {"data_time": 0.012461948514101095, "eta_seconds": 13166.482967640564, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.30196253345227475, "fast_rcnn/fg_cls_accuracy": 0.6977290783898304, "iteration": 246819, "loss_box_reg": 0.21065122325671837, "loss_cls": 0.15655929181957617, "loss_mask": 0.2166179772466421, "loss_rpn_cls": 0.028365442558424547, "loss_rpn_loc": 0.07133379736478673, "loss_sem_seg": 0.1896671587601304, "lr": 0.002, "mask_rcnn/accuracy": 0.9014910532385685, "mask_rcnn/false_negative": 0.08463177828653717, "mask_rcnn/false_positive": 0.10544693724224852, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5717865350015927, "total_loss": 0.8734209191970876} {"data_time": 0.013512646008166485, "eta_seconds": 13149.729283096356, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.2710662016751617, "fast_rcnn/fg_cls_accuracy": 0.6808943089430894, "iteration": 246839, "loss_box_reg": 0.20647194073535502, "loss_cls": 0.15709931659512222, "loss_mask": 0.22867971938103437, "loss_rpn_cls": 0.02154725457148743, "loss_rpn_loc": 0.07078794937115163, "loss_sem_seg": 0.21021337062120438, "lr": 0.002, "mask_rcnn/accuracy": 0.8937191492450639, "mask_rcnn/false_negative": 0.09940211109989336, "mask_rcnn/false_positive": 0.08991938879197507, "roi_head/num_bg_samples": 431.5, "roi_head/num_fg_samples": 80.5, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5679569054918829, "total_loss": 0.8837619011792412} {"data_time": 0.012745800500852056, "eta_seconds": 13141.413328896553, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.2732286096256684, "fast_rcnn/fg_cls_accuracy": 0.7189897698209718, "iteration": 246859, "loss_box_reg": 0.18507705116644502, "loss_cls": 0.14199731638655066, "loss_mask": 0.22624953649938107, "loss_rpn_cls": 0.022421477009629598, "loss_rpn_loc": 0.058171501994365826, "loss_sem_seg": 0.19827128923498094, "lr": 0.002, "mask_rcnn/accuracy": 0.8991723650452337, "mask_rcnn/false_negative": 0.09395342240148774, "mask_rcnn/false_positive": 0.1053957246215252, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.565024308001739, "total_loss": 0.8760069505151478} {"data_time": 0.01207873249950353, "eta_seconds": 13132.403808930481, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.18835227272727273, "fast_rcnn/fg_cls_accuracy": 0.7937946884576098, "iteration": 246879, "loss_box_reg": 0.2033792220754549, "loss_cls": 0.16202393174171448, "loss_mask": 0.22918524499982595, "loss_rpn_cls": 0.02671563239528041, "loss_rpn_loc": 0.05559087144501973, "loss_sem_seg": 0.19437021343037486, "lr": 0.002, "mask_rcnn/accuracy": 0.9156950391763848, "mask_rcnn/false_negative": 0.08216672214386136, "mask_rcnn/false_positive": 0.0841154800308832, "roi_head/num_bg_samples": 432.75, "roi_head/num_fg_samples": 79.25, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5699364699976286, "total_loss": 0.8772819989244454} {"data_time": 0.01245883951196447, "eta_seconds": 13116.695742111653, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.22179662562699498, "fast_rcnn/fg_cls_accuracy": 0.7498119226023894, "iteration": 246899, "loss_box_reg": 0.18156895320862532, "loss_cls": 0.14469677489250898, "loss_mask": 0.22904750192537904, "loss_rpn_cls": 0.01988362887641415, "loss_rpn_loc": 0.059770381114503834, "loss_sem_seg": 0.22859052382409573, "lr": 0.002, "mask_rcnn/accuracy": 0.898319298058412, "mask_rcnn/false_negative": 0.06942160421660803, "mask_rcnn/false_positive": 0.11879938546952327, "roi_head/num_bg_samples": 432.75, "roi_head/num_fg_samples": 79.25, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5681525154941482, "total_loss": 0.8656921800720738} {"data_time": 0.01319903451076243, "eta_seconds": 13109.684369790426, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.23615934627170582, "fast_rcnn/fg_cls_accuracy": 0.7395991497115093, "iteration": 246919, "loss_box_reg": 0.20930858422070742, "loss_cls": 0.1639615255407989, "loss_mask": 0.21671430859714746, "loss_rpn_cls": 0.024210855990531854, "loss_rpn_loc": 0.055824503069743514, "loss_sem_seg": 0.20687992125749588, "lr": 0.002, "mask_rcnn/accuracy": 0.9168034662937381, "mask_rcnn/false_negative": 0.06855080478575469, "mask_rcnn/false_positive": 0.10356957384109425, "roi_head/num_bg_samples": 430.25, "roi_head/num_fg_samples": 81.75, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5755071450112155, "total_loss": 0.8886868904810399} {"data_time": 0.0119726875127526, "eta_seconds": 13098.625607622656, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.25628451723481244, "fast_rcnn/fg_cls_accuracy": 0.7301480121002593, "iteration": 246939, "loss_box_reg": 0.19195192027837038, "loss_cls": 0.15262347017414868, "loss_mask": 0.20809441432356834, "loss_rpn_cls": 0.021484441247594077, "loss_rpn_loc": 0.05214186407101806, "loss_sem_seg": 0.20795327797532082, "lr": 0.002, "mask_rcnn/accuracy": 0.9104587307224026, "mask_rcnn/false_negative": 0.06974206253931584, "mask_rcnn/false_positive": 0.11373081272535038, "roi_head/num_bg_samples": 431.25, "roi_head/num_fg_samples": 80.75, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5614819790062029, "total_loss": 0.857097396536119} {"data_time": 0.013436740991892293, "eta_seconds": 13086.96493065037, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.2231713598901099, "fast_rcnn/fg_cls_accuracy": 0.755859375, "iteration": 246959, "loss_box_reg": 0.19227021234109998, "loss_cls": 0.1413504872471094, "loss_mask": 0.2324125417508185, "loss_rpn_cls": 0.021721842138504144, "loss_rpn_loc": 0.053010719537269324, "loss_sem_seg": 0.20379624422639608, "lr": 0.002, "mask_rcnn/accuracy": 0.9170856699173009, "mask_rcnn/false_negative": 0.06584114423397477, "mask_rcnn/false_positive": 0.1079066302811747, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5867350594926393, "total_loss": 0.8816920727549586} {"data_time": 0.011347096995450556, "eta_seconds": 13077.233911997391, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.17852865697177073, "fast_rcnn/fg_cls_accuracy": 0.7906454532794875, "iteration": 246979, "loss_box_reg": 0.19802610366605222, "loss_cls": 0.15390408737584949, "loss_mask": 0.21700902841985226, "loss_rpn_cls": 0.02307324536741362, "loss_rpn_loc": 0.059029334792285226, "loss_sem_seg": 0.2214992685476318, "lr": 0.002, "mask_rcnn/accuracy": 0.9018028565066067, "mask_rcnn/false_negative": 0.07700006100649198, "mask_rcnn/false_positive": 0.12238096792770242, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5766609020065516, "total_loss": 0.8777625722068478} {"data_time": 0.01267187150369864, "eta_seconds": 13065.872777457625, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.2873373415756344, "fast_rcnn/fg_cls_accuracy": 0.7075927416857621, "iteration": 246999, "loss_box_reg": 0.20646685175597668, "loss_cls": 0.15606965753249824, "loss_mask": 0.21470199013128877, "loss_rpn_cls": 0.02562617091280117, "loss_rpn_loc": 0.04760696686571464, "loss_sem_seg": 0.2026706428732723, "lr": 0.002, "mask_rcnn/accuracy": 0.8877604403926749, "mask_rcnn/false_negative": 0.10278259043332019, "mask_rcnn/false_positive": 0.11078086558966266, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5634260295046261, "total_loss": 0.8862540542322677} {"data_time": 0.011264410495641641, "eta_seconds": 13063.8743555314, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.2513328776486671, "fast_rcnn/fg_cls_accuracy": 0.7049570853039061, "iteration": 247019, "loss_box_reg": 0.20171479415148497, "loss_cls": 0.15236420021392405, "loss_mask": 0.2291207010857761, "loss_rpn_cls": 0.0220142738398863, "loss_rpn_loc": 0.06150847217941191, "loss_sem_seg": 0.18350928998552263, "lr": 0.002, "mask_rcnn/accuracy": 0.9081456830852641, "mask_rcnn/false_negative": 0.09096282865327882, "mask_rcnn/false_positive": 0.09765098140115602, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5750223485083552, "total_loss": 0.8637647623836529} {"data_time": 0.012040913512464613, "eta_seconds": 13052.505072771266, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.20490496236764894, "fast_rcnn/fg_cls_accuracy": 0.7166800213675214, "iteration": 247039, "loss_box_reg": 0.24764895415864885, "loss_cls": 0.19060732517391443, "loss_mask": 0.23255202360451221, "loss_rpn_cls": 0.03358273513731547, "loss_rpn_loc": 0.07146617234684527, "loss_sem_seg": 0.2157595248427242, "lr": 0.002, "mask_rcnn/accuracy": 0.8858899261663621, "mask_rcnn/false_negative": 0.0840448862298621, "mask_rcnn/false_positive": 0.12846424002319973, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5762941934954142, "total_loss": 1.0038103340666567} {"data_time": 0.012594822997925803, "eta_seconds": 13041.685708529563, "fast_rcnn/cls_accuracy": 0.96240234375, "fast_rcnn/false_negative": 0.127616215025336, "fast_rcnn/fg_cls_accuracy": 0.7978095742801625, "iteration": 247059, "loss_box_reg": 0.20789153967052698, "loss_cls": 0.16429971111938357, "loss_mask": 0.21889721043407917, "loss_rpn_cls": 0.02732271647255402, "loss_rpn_loc": 0.05666653485968709, "loss_sem_seg": 0.1793778887949884, "lr": 0.002, "mask_rcnn/accuracy": 0.9036601437111641, "mask_rcnn/false_negative": 0.07004744471950713, "mask_rcnn/false_positive": 0.11659463494277997, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5678186584991636, "total_loss": 0.8903010075646307} {"data_time": 0.01290301799599547, "eta_seconds": 13039.442125728092, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.21734360410831, "fast_rcnn/fg_cls_accuracy": 0.7326617324561404, "iteration": 247079, "loss_box_reg": 0.19750151969492435, "loss_cls": 0.16239597066305578, "loss_mask": 0.21509727742522955, "loss_rpn_cls": 0.024210172670791508, "loss_rpn_loc": 0.05832934923819266, "loss_sem_seg": 0.19120669644325972, "lr": 0.002, "mask_rcnn/accuracy": 0.8998015873015872, "mask_rcnn/false_negative": 0.08074249737029812, "mask_rcnn/false_positive": 0.10999224718596312, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.571767108514905, "total_loss": 0.8487752912478754} {"data_time": 0.01297344348859042, "eta_seconds": 13025.080549325357, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.22304778554778554, "fast_rcnn/fg_cls_accuracy": 0.7461495559655069, "iteration": 247099, "loss_box_reg": 0.20747539773583412, "loss_cls": 0.16881975054275244, "loss_mask": 0.23008041456341743, "loss_rpn_cls": 0.02875799649336841, "loss_rpn_loc": 0.0612430062610656, "loss_sem_seg": 0.20158877689391375, "lr": 0.002, "mask_rcnn/accuracy": 0.9058635541922916, "mask_rcnn/false_negative": 0.08415016665270195, "mask_rcnn/false_positive": 0.09433847810774283, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5683431239885977, "total_loss": 0.9147858217256726} {"data_time": 0.012395682002534159, "eta_seconds": 13013.705429855181, "fast_rcnn/cls_accuracy": 0.95751953125, "fast_rcnn/false_negative": 0.18018745959922433, "fast_rcnn/fg_cls_accuracy": 0.8150048480930834, "iteration": 247119, "loss_box_reg": 0.20118652936071157, "loss_cls": 0.1558445414993912, "loss_mask": 0.22457513492554426, "loss_rpn_cls": 0.02518746649093373, "loss_rpn_loc": 0.05402442016202258, "loss_sem_seg": 0.21666098479181528, "lr": 0.002, "mask_rcnn/accuracy": 0.8941817111459969, "mask_rcnn/false_negative": 0.09218512086498717, "mask_rcnn/false_positive": 0.11206552894130613, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5661733594897669, "total_loss": 0.8723714575517079} {"data_time": 0.012660166001296602, "eta_seconds": 13005.30894970856, "fast_rcnn/cls_accuracy": 0.9560546875, "fast_rcnn/false_negative": 0.22089347488965763, "fast_rcnn/fg_cls_accuracy": 0.7525100401606426, "iteration": 247139, "loss_box_reg": 0.1907113348133862, "loss_cls": 0.15694227966014296, "loss_mask": 0.22283576801419258, "loss_rpn_cls": 0.024069729683105834, "loss_rpn_loc": 0.05262388309347443, "loss_sem_seg": 0.24031543685123324, "lr": 0.002, "mask_rcnn/accuracy": 0.9075086589513854, "mask_rcnn/false_negative": 0.08754048286625553, "mask_rcnn/false_positive": 0.12486013516430804, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 236.0, "rpn/num_pos_anchors": 20.0, "time": 0.5588519084994914, "total_loss": 0.8871801213517756} {"data_time": 0.012328282493399456, "eta_seconds": 12987.596821403902, "fast_rcnn/cls_accuracy": 0.95703125, "fast_rcnn/false_negative": 0.24754901960784315, "fast_rcnn/fg_cls_accuracy": 0.7475490196078431, "iteration": 247159, "loss_box_reg": 0.1964448841754347, "loss_cls": 0.14911826117895544, "loss_mask": 0.21547700883820653, "loss_rpn_cls": 0.021203642994805705, "loss_rpn_loc": 0.06085961539065465, "loss_sem_seg": 0.19190221815370023, "lr": 0.002, "mask_rcnn/accuracy": 0.9228467623751628, "mask_rcnn/false_negative": 0.07962667157948938, "mask_rcnn/false_positive": 0.07516701355454442, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 0.5686358054954326, "total_loss": 0.8419423693048884} {"data_time": 0.012546340003609657, "eta_seconds": 12984.795000561367, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.23594452773613195, "fast_rcnn/fg_cls_accuracy": 0.7547547102737291, "iteration": 247179, "loss_box_reg": 0.20183058315888047, "loss_cls": 0.1682877458515577, "loss_mask": 0.2151336520910263, "loss_rpn_cls": 0.02382603299611219, "loss_rpn_loc": 0.06721940886927769, "loss_sem_seg": 0.19893603213131428, "lr": 0.002, "mask_rcnn/accuracy": 0.91478824188635, "mask_rcnn/false_negative": 0.06362652230561654, "mask_rcnn/false_positive": 0.09318394393340745, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5675566044810694, "total_loss": 0.88973254825396} {"data_time": 0.012784156002453528, "eta_seconds": 12981.05705479371, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.22881960970966206, "fast_rcnn/fg_cls_accuracy": 0.7711803902903379, "iteration": 247199, "loss_box_reg": 0.2068373584188521, "loss_cls": 0.16091950226109475, "loss_mask": 0.21602063812315464, "loss_rpn_cls": 0.022643030938070297, "loss_rpn_loc": 0.06804831138288137, "loss_sem_seg": 0.1972531513310969, "lr": 0.002, "mask_rcnn/accuracy": 0.911136173939622, "mask_rcnn/false_negative": 0.07810834900123523, "mask_rcnn/false_positive": 0.09045917928617198, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 234.75, "rpn/num_pos_anchors": 21.25, "time": 0.5791310194908874, "total_loss": 0.9090725860442035} {"data_time": 0.011618895005085506, "eta_seconds": 12983.591857572785, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.25513698630136983, "fast_rcnn/fg_cls_accuracy": 0.7198767046515973, "iteration": 247219, "loss_box_reg": 0.21800620295107365, "loss_cls": 0.16990209772484377, "loss_mask": 0.23047094093635678, "loss_rpn_cls": 0.03106956482224632, "loss_rpn_loc": 0.0736297884141095, "loss_sem_seg": 0.21595032326877117, "lr": 0.002, "mask_rcnn/accuracy": 0.8968566902764554, "mask_rcnn/false_negative": 0.0810671584247917, "mask_rcnn/false_positive": 0.13349081145374433, "roi_head/num_bg_samples": 431.25, "roi_head/num_fg_samples": 80.75, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.5819503460079432, "total_loss": 0.9555662976199528} {"data_time": 0.012021400994854048, "eta_seconds": 12971.426458813585, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.19824883078231292, "fast_rcnn/fg_cls_accuracy": 0.7420634920634921, "iteration": 247239, "loss_box_reg": 0.2013090644031763, "loss_cls": 0.16102382261306047, "loss_mask": 0.22986385319381952, "loss_rpn_cls": 0.022863133814098546, "loss_rpn_loc": 0.06256793026113883, "loss_sem_seg": 0.21862962003797293, "lr": 0.002, "mask_rcnn/accuracy": 0.908536356786018, "mask_rcnn/false_negative": 0.08242198614206235, "mask_rcnn/false_positive": 0.09280224756234493, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5698909769998863, "total_loss": 0.89612911873337} {"data_time": 0.012913878497784026, "eta_seconds": 12949.17268119086, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.21954732510288066, "fast_rcnn/fg_cls_accuracy": 0.7670542635658915, "iteration": 247259, "loss_box_reg": 0.20044701918959618, "loss_cls": 0.1510975689161569, "loss_mask": 0.2217900287359953, "loss_rpn_cls": 0.023457765259081498, "loss_rpn_loc": 0.051426182384602726, "loss_sem_seg": 0.20685006375424564, "lr": 0.002, "mask_rcnn/accuracy": 0.9181709974369271, "mask_rcnn/false_negative": 0.0777651034175478, "mask_rcnn/false_positive": 0.10433628832267755, "roi_head/num_bg_samples": 427.25, "roi_head/num_fg_samples": 84.75, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5583084755053278, "total_loss": 0.8663474333952763} {"data_time": 0.012264557008165866, "eta_seconds": 12943.926285426176, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.25686813186813184, "fast_rcnn/fg_cls_accuracy": 0.7028172745738762, "iteration": 247279, "loss_box_reg": 0.21874404919799417, "loss_cls": 0.16304056532680988, "loss_mask": 0.2163778366521001, "loss_rpn_cls": 0.02387304437797866, "loss_rpn_loc": 0.060261366656050086, "loss_sem_seg": 0.24779349914751947, "lr": 0.002, "mask_rcnn/accuracy": 0.8992605669770543, "mask_rcnn/false_negative": 0.08492246005841597, "mask_rcnn/false_positive": 0.11035258937612455, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5733211769984337, "total_loss": 0.956821910731378} {"data_time": 0.012477728494559415, "eta_seconds": 12937.23263659449, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.26159055997765673, "fast_rcnn/fg_cls_accuracy": 0.7279286926994907, "iteration": 247299, "loss_box_reg": 0.20118161896243691, "loss_cls": 0.15153566026128829, "loss_mask": 0.23304889909923077, "loss_rpn_cls": 0.02526800132909557, "loss_rpn_loc": 0.0646434921072796, "loss_sem_seg": 0.19937465665861964, "lr": 0.002, "mask_rcnn/accuracy": 0.9044568914522331, "mask_rcnn/false_negative": 0.08203152168506747, "mask_rcnn/false_positive": 0.09228558290032728, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.573151485514245, "total_loss": 0.9211543203273322} {"data_time": 0.012401930507621728, "eta_seconds": 12927.780680733413, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.30793384467881113, "fast_rcnn/fg_cls_accuracy": 0.6623092590737587, "iteration": 247319, "loss_box_reg": 0.19017500802874565, "loss_cls": 0.1459740973659791, "loss_mask": 0.21171504212543368, "loss_rpn_cls": 0.0211612146376865, "loss_rpn_loc": 0.0530539217434125, "loss_sem_seg": 0.20993829099461436, "lr": 0.002, "mask_rcnn/accuracy": 0.8820705065537728, "mask_rcnn/false_negative": 0.10365611393111998, "mask_rcnn/false_positive": 0.1411413483757855, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.5673903455171967, "total_loss": 0.8159380079905532} {"data_time": 0.01275299399276264, "eta_seconds": 12919.350249673967, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.24682539682539684, "fast_rcnn/fg_cls_accuracy": 0.732708994411839, "iteration": 247339, "loss_box_reg": 0.20635705697350204, "loss_cls": 0.15468588541261852, "loss_mask": 0.2137446184642613, "loss_rpn_cls": 0.025734088838362368, "loss_rpn_loc": 0.05928799882531166, "loss_sem_seg": 0.23004261869937181, "lr": 0.002, "mask_rcnn/accuracy": 0.8988459669582118, "mask_rcnn/false_negative": 0.08580659787760994, "mask_rcnn/false_positive": 0.09822283839943527, "roi_head/num_bg_samples": 430.75, "roi_head/num_fg_samples": 81.25, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5785979240026791, "total_loss": 0.9092675028623489} {"data_time": 0.013280554980156012, "eta_seconds": 12909.449138483222, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.29254098360655734, "fast_rcnn/fg_cls_accuracy": 0.6827238335435057, "iteration": 247359, "loss_box_reg": 0.1923524853773415, "loss_cls": 0.15815650462172925, "loss_mask": 0.22090740641579032, "loss_rpn_cls": 0.021705397266487125, "loss_rpn_loc": 0.05526075465604663, "loss_sem_seg": 0.21478603268042207, "lr": 0.002, "mask_rcnn/accuracy": 0.9128690237698871, "mask_rcnn/false_negative": 0.06740521563547133, "mask_rcnn/false_positive": 0.08267191897552864, "roi_head/num_bg_samples": 463.75, "roi_head/num_fg_samples": 48.25, "rpn/num_neg_anchors": 243.25, "rpn/num_pos_anchors": 12.75, "time": 0.5716454965004232, "total_loss": 0.8800970086304005} {"data_time": 0.012627242991584353, "eta_seconds": 12899.731908332062, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.18333333333333335, "fast_rcnn/fg_cls_accuracy": 0.7140108359916958, "iteration": 247379, "loss_box_reg": 0.20636230939999223, "loss_cls": 0.15885647619143128, "loss_mask": 0.21913741528987885, "loss_rpn_cls": 0.022955472781177377, "loss_rpn_loc": 0.059621933818561956, "loss_sem_seg": 0.20250970218330622, "lr": 0.002, "mask_rcnn/accuracy": 0.9133347194810127, "mask_rcnn/false_negative": 0.07768229064531068, "mask_rcnn/false_positive": 0.10147070818744028, "roi_head/num_bg_samples": 459.0, "roi_head/num_fg_samples": 53.0, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.5765581059968099, "total_loss": 0.8701751226617489} {"data_time": 0.012042357993777841, "eta_seconds": 12888.132580769103, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.20339622641509436, "fast_rcnn/fg_cls_accuracy": 0.7617141564902759, "iteration": 247399, "loss_box_reg": 0.21688294201157987, "loss_cls": 0.16653182078152895, "loss_mask": 0.23393167415633798, "loss_rpn_cls": 0.021335142562747933, "loss_rpn_loc": 0.05252522724913433, "loss_sem_seg": 0.19585907831788063, "lr": 0.002, "mask_rcnn/accuracy": 0.9092382116537091, "mask_rcnn/false_negative": 0.0785163028963406, "mask_rcnn/false_positive": 0.10579418616185687, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5645491079922067, "total_loss": 0.9043079813627628} {"data_time": 0.012671213495195843, "eta_seconds": 12876.921719731501, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.2340539541759054, "fast_rcnn/fg_cls_accuracy": 0.756993006993007, "iteration": 247419, "loss_box_reg": 0.19564256584271789, "loss_cls": 0.16515653574606404, "loss_mask": 0.2277019852772355, "loss_rpn_cls": 0.024157318868674338, "loss_rpn_loc": 0.061254640691913664, "loss_sem_seg": 0.2367297748569399, "lr": 0.002, "mask_rcnn/accuracy": 0.9074370968802574, "mask_rcnn/false_negative": 0.08559562569234822, "mask_rcnn/false_positive": 0.09591188104000822, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5727804865164217, "total_loss": 0.925656200863159} {"data_time": 0.011943746503675357, "eta_seconds": 12857.447051416602, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.20810003732736093, "fast_rcnn/fg_cls_accuracy": 0.6962680577849117, "iteration": 247439, "loss_box_reg": 0.19557430827990174, "loss_cls": 0.15070597385056317, "loss_mask": 0.22216987935826182, "loss_rpn_cls": 0.024558647979574744, "loss_rpn_loc": 0.06048663079855032, "loss_sem_seg": 0.1938425482949242, "lr": 0.002, "mask_rcnn/accuracy": 0.8932770731532049, "mask_rcnn/false_negative": 0.11021695545895087, "mask_rcnn/false_positive": 0.10335774406951079, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5645878515060758, "total_loss": 0.8409940899437061} {"data_time": 0.013213520011049695, "eta_seconds": 12841.382087046848, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.2569028095174083, "fast_rcnn/fg_cls_accuracy": 0.6591477349106063, "iteration": 247459, "loss_box_reg": 0.20016802474856377, "loss_cls": 0.1729681002907455, "loss_mask": 0.2402256652712822, "loss_rpn_cls": 0.02311651720901864, "loss_rpn_loc": 0.05692840310075553, "loss_sem_seg": 0.2114919894374907, "lr": 0.002, "mask_rcnn/accuracy": 0.9009162385884586, "mask_rcnn/false_negative": 0.0965711184914419, "mask_rcnn/false_positive": 0.10744797243030765, "roi_head/num_bg_samples": 431.25, "roi_head/num_fg_samples": 80.75, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5698081140144495, "total_loss": 0.9163286438256364} {"data_time": 0.011981560004642233, "eta_seconds": 12819.98633969095, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.21650717703349281, "fast_rcnn/fg_cls_accuracy": 0.7632867132867133, "iteration": 247479, "loss_box_reg": 0.21325581427663565, "loss_cls": 0.16026993980631232, "loss_mask": 0.2255021003074944, "loss_rpn_cls": 0.023561030611745082, "loss_rpn_loc": 0.06053079239791259, "loss_sem_seg": 0.19856994587462395, "lr": 0.002, "mask_rcnn/accuracy": 0.8999779423047414, "mask_rcnn/false_negative": 0.09704970533913364, "mask_rcnn/false_positive": 0.10396363397696856, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5635234635119559, "total_loss": 0.866425436004647} {"data_time": 0.011411243511247449, "eta_seconds": 12810.248011882053, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.2659568077373622, "fast_rcnn/fg_cls_accuracy": 0.719437311599866, "iteration": 247499, "loss_box_reg": 0.20220281975343823, "loss_cls": 0.15876966784708202, "loss_mask": 0.22752714017406106, "loss_rpn_cls": 0.02106171390187228, "loss_rpn_loc": 0.05488029506523162, "loss_sem_seg": 0.2243344420567155, "lr": 0.002, "mask_rcnn/accuracy": 0.8976856401623247, "mask_rcnn/false_negative": 0.08473803742357222, "mask_rcnn/false_positive": 0.1159414009096631, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 234.5, "rpn/num_pos_anchors": 21.5, "time": 0.573713656005566, "total_loss": 0.8739929869407206} {"data_time": 0.012412540512741543, "eta_seconds": 12810.335213534418, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.2146267361111111, "fast_rcnn/fg_cls_accuracy": 0.7677951388888888, "iteration": 247519, "loss_box_reg": 0.22350572096183896, "loss_cls": 0.17043812258634716, "loss_mask": 0.22219540365040302, "loss_rpn_cls": 0.023797046509571373, "loss_rpn_loc": 0.06504392012720928, "loss_sem_seg": 0.20546319196000695, "lr": 0.002, "mask_rcnn/accuracy": 0.9067367928183931, "mask_rcnn/false_negative": 0.08285187955962015, "mask_rcnn/false_positive": 0.10068720485399786, "roi_head/num_bg_samples": 429.0, "roi_head/num_fg_samples": 83.0, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5765516454994213, "total_loss": 0.9120436188150052} {"data_time": 0.013867040004697628, "eta_seconds": 12791.843453328576, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.22616772823779194, "fast_rcnn/fg_cls_accuracy": 0.7553014553014553, "iteration": 247539, "loss_box_reg": 0.20249222381971776, "loss_cls": 0.168677770299837, "loss_mask": 0.2244522636756301, "loss_rpn_cls": 0.02231819958979031, "loss_rpn_loc": 0.0735600566258654, "loss_sem_seg": 0.2013178700581193, "lr": 0.002, "mask_rcnn/accuracy": 0.9084222842538903, "mask_rcnn/false_negative": 0.08184207677482926, "mask_rcnn/false_positive": 0.09832262072682352, "roi_head/num_bg_samples": 432.75, "roi_head/num_fg_samples": 79.25, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5580197295057587, "total_loss": 0.9234677804342937} {"data_time": 0.012988162503461353, "eta_seconds": 12790.984800332371, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.2752866502866503, "fast_rcnn/fg_cls_accuracy": 0.6854196301564723, "iteration": 247559, "loss_box_reg": 0.1858783490024507, "loss_cls": 0.15806214069016278, "loss_mask": 0.22132744081318378, "loss_rpn_cls": 0.020719283034850378, "loss_rpn_loc": 0.05731290637049824, "loss_sem_seg": 0.22030000621452928, "lr": 0.002, "mask_rcnn/accuracy": 0.9021269261010902, "mask_rcnn/false_negative": 0.08377925113143225, "mask_rcnn/false_positive": 0.1186667716088827, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5805383800034178, "total_loss": 0.8656682938162703} {"data_time": 0.012266789504792541, "eta_seconds": 12769.06291202885, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.2568730576141525, "fast_rcnn/fg_cls_accuracy": 0.7064917859035507, "iteration": 247579, "loss_box_reg": 0.19179154001176357, "loss_cls": 0.14113707328215241, "loss_mask": 0.21650401270017028, "loss_rpn_cls": 0.0203307427927939, "loss_rpn_loc": 0.04445581839536317, "loss_sem_seg": 0.20697597390972078, "lr": 0.002, "mask_rcnn/accuracy": 0.8996023047581243, "mask_rcnn/false_negative": 0.09353792980918932, "mask_rcnn/false_positive": 0.12117227692195712, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5598987254925305, "total_loss": 0.8485483313270379} {"data_time": 0.013863571002730168, "eta_seconds": 12767.018181883497, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.2787004662004662, "fast_rcnn/fg_cls_accuracy": 0.6765667782172193, "iteration": 247599, "loss_box_reg": 0.19053412624634802, "loss_cls": 0.14911916619166732, "loss_mask": 0.22259307373315096, "loss_rpn_cls": 0.020963060213034623, "loss_rpn_loc": 0.054359332090825774, "loss_sem_seg": 0.21193940890952945, "lr": 0.002, "mask_rcnn/accuracy": 0.8947559801411974, "mask_rcnn/false_negative": 0.09044223953441458, "mask_rcnn/false_positive": 0.12927605533662717, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 205.75, "rpn/num_pos_anchors": 50.25, "time": 0.5674377199902665, "total_loss": 0.8562735439481912} {"data_time": 0.01301409601001069, "eta_seconds": 12760.03002322372, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.2075922738573341, "fast_rcnn/fg_cls_accuracy": 0.7279579716765647, "iteration": 247619, "loss_box_reg": 0.19503393536433578, "loss_cls": 0.15421921166125685, "loss_mask": 0.21632624277845025, "loss_rpn_cls": 0.02454212063275918, "loss_rpn_loc": 0.061420418438501656, "loss_sem_seg": 0.1787693400401622, "lr": 0.002, "mask_rcnn/accuracy": 0.9181153124233119, "mask_rcnn/false_negative": 0.08277119395582513, "mask_rcnn/false_positive": 0.08621321199433987, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.573231432994362, "total_loss": 0.8628656095461338} {"data_time": 0.011700529503286816, "eta_seconds": 12740.543115978959, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.20368393647487631, "fast_rcnn/fg_cls_accuracy": 0.7719429347826087, "iteration": 247639, "loss_box_reg": 0.21473659202456474, "loss_cls": 0.16292015358339995, "loss_mask": 0.2290609171614051, "loss_rpn_cls": 0.02538158233073773, "loss_rpn_loc": 0.07863472813914996, "loss_sem_seg": 0.18896199064329267, "lr": 0.002, "mask_rcnn/accuracy": 0.915236768777759, "mask_rcnn/false_negative": 0.08440915592069492, "mask_rcnn/false_positive": 0.0954676085941205, "roi_head/num_bg_samples": 458.25, "roi_head/num_fg_samples": 53.75, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.5673117640108103, "total_loss": 0.887683679429756} {"data_time": 0.013868313501006924, "eta_seconds": 12720.857091009122, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.27201321467098166, "fast_rcnn/fg_cls_accuracy": 0.6542388149334402, "iteration": 247659, "loss_box_reg": 0.21942414715886116, "loss_cls": 0.16306121065281332, "loss_mask": 0.22957974020391703, "loss_rpn_cls": 0.02663414074049797, "loss_rpn_loc": 0.06780845648609102, "loss_sem_seg": 0.20839975541457534, "lr": 0.002, "mask_rcnn/accuracy": 0.8943033846191537, "mask_rcnn/false_negative": 0.09095593931844079, "mask_rcnn/false_positive": 0.1264190171334486, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5655020130070625, "total_loss": 0.921646873721329} {"data_time": 0.012097341998014599, "eta_seconds": 12721.593039597254, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.22134703196347033, "fast_rcnn/fg_cls_accuracy": 0.7514282482040839, "iteration": 247679, "loss_box_reg": 0.20726370683405548, "loss_cls": 0.16057615913450718, "loss_mask": 0.22334078093990684, "loss_rpn_cls": 0.028327752004770446, "loss_rpn_loc": 0.07278123561991379, "loss_sem_seg": 0.2059225746197626, "lr": 0.002, "mask_rcnn/accuracy": 0.8971651928070336, "mask_rcnn/false_negative": 0.09197259650164691, "mask_rcnn/false_positive": 0.09603301821194679, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5728389554860769, "total_loss": 0.9120340007939376} {"data_time": 0.013497885505785234, "eta_seconds": 12709.63573356987, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.2587878787878788, "fast_rcnn/fg_cls_accuracy": 0.7297026872498571, "iteration": 247699, "loss_box_reg": 0.1901633000234142, "loss_cls": 0.16458500467706472, "loss_mask": 0.227690814062953, "loss_rpn_cls": 0.022931276260351297, "loss_rpn_loc": 0.056903633289039135, "loss_sem_seg": 0.21318071149289608, "lr": 0.002, "mask_rcnn/accuracy": 0.8886329099985317, "mask_rcnn/false_negative": 0.09450701335287036, "mask_rcnn/false_positive": 0.11423286833585422, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5668751985067502, "total_loss": 0.8567806971841492} {"data_time": 0.012123528984375298, "eta_seconds": 12699.787546731677, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.30697411846447803, "fast_rcnn/fg_cls_accuracy": 0.6597262386736071, "iteration": 247719, "loss_box_reg": 0.20273418992292136, "loss_cls": 0.1579924209509045, "loss_mask": 0.21721618389710784, "loss_rpn_cls": 0.022606311620620545, "loss_rpn_loc": 0.045426966273225844, "loss_sem_seg": 0.19674160913564265, "lr": 0.002, "mask_rcnn/accuracy": 0.9144776102405248, "mask_rcnn/false_negative": 0.07220560409726232, "mask_rcnn/false_positive": 0.10143185979011385, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5696497849858133, "total_loss": 0.8208035129046038} {"data_time": 0.012974664001376368, "eta_seconds": 12691.614688663743, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.28427634588988865, "fast_rcnn/fg_cls_accuracy": 0.6654743975903614, "iteration": 247739, "loss_box_reg": 0.19202699861489236, "loss_cls": 0.15177797165233642, "loss_mask": 0.2079109433107078, "loss_rpn_cls": 0.021286293253069744, "loss_rpn_loc": 0.06423888891004026, "loss_sem_seg": 0.19814716139808297, "lr": 0.002, "mask_rcnn/accuracy": 0.8849715776245032, "mask_rcnn/false_negative": 0.07867685099162008, "mask_rcnn/false_positive": 0.12365544618316082, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5581936790113105, "total_loss": 0.8331201242453972} {"data_time": 0.01381279548513703, "eta_seconds": 12680.212132903747, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.20336538461538461, "fast_rcnn/fg_cls_accuracy": 0.7523393133711925, "iteration": 247759, "loss_box_reg": 0.21317115798592567, "loss_cls": 0.1639935781713575, "loss_mask": 0.23104652017354965, "loss_rpn_cls": 0.024046476668445393, "loss_rpn_loc": 0.06114433928451035, "loss_sem_seg": 0.23482392920413986, "lr": 0.002, "mask_rcnn/accuracy": 0.9002575499459295, "mask_rcnn/false_negative": 0.09649947330976524, "mask_rcnn/false_positive": 0.10759047038770575, "roi_head/num_bg_samples": 428.75, "roi_head/num_fg_samples": 83.25, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5688738549943082, "total_loss": 0.9250460405164631} {"data_time": 0.012036794010782614, "eta_seconds": 12668.809577143751, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.21624087591240876, "fast_rcnn/fg_cls_accuracy": 0.7451298701298701, "iteration": 247779, "loss_box_reg": 0.20992971782106906, "loss_cls": 0.15425350447185338, "loss_mask": 0.2227173699066043, "loss_rpn_cls": 0.023577642940153964, "loss_rpn_loc": 0.05087778691085987, "loss_sem_seg": 0.20486624585464597, "lr": 0.002, "mask_rcnn/accuracy": 0.9108074688208616, "mask_rcnn/false_negative": 0.08006255318498692, "mask_rcnn/false_positive": 0.10740593114487615, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.5648800100025255, "total_loss": 0.8149145738134393} {"data_time": 0.013076259507215582, "eta_seconds": 12657.407021383755, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.2486145044991359, "fast_rcnn/fg_cls_accuracy": 0.7436535367379775, "iteration": 247799, "loss_box_reg": 0.20559548656456172, "loss_cls": 0.1594454050064087, "loss_mask": 0.2248604861088097, "loss_rpn_cls": 0.026354456037097407, "loss_rpn_loc": 0.06665672012604773, "loss_sem_seg": 0.22452439554035664, "lr": 0.002, "mask_rcnn/accuracy": 0.8992193181359083, "mask_rcnn/false_negative": 0.07416389553068878, "mask_rcnn/false_positive": 0.11273364028586591, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.560368644000846, "total_loss": 0.9240884207101772} {"data_time": 0.012956300997757353, "eta_seconds": 12646.004465623759, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.22601510111410317, "fast_rcnn/fg_cls_accuracy": 0.7184337737673219, "iteration": 247819, "loss_box_reg": 0.20884668175131083, "loss_cls": 0.16457779466873035, "loss_mask": 0.22073541209101677, "loss_rpn_cls": 0.023476978378312197, "loss_rpn_loc": 0.06855812044523191, "loss_sem_seg": 0.21691435342654586, "lr": 0.002, "mask_rcnn/accuracy": 0.9057747939555107, "mask_rcnn/false_negative": 0.07549218152039783, "mask_rcnn/false_positive": 0.1021655494419681, "roi_head/num_bg_samples": 426.5, "roi_head/num_fg_samples": 85.5, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5791229019960156, "total_loss": 0.9061658643040573} {"data_time": 0.012943665497004986, "eta_seconds": 12634.601909863763, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.23994252873563218, "fast_rcnn/fg_cls_accuracy": 0.7288217439293598, "iteration": 247839, "loss_box_reg": 0.20508426101878285, "loss_cls": 0.1668388512916863, "loss_mask": 0.22320770984515548, "loss_rpn_cls": 0.027142009894305374, "loss_rpn_loc": 0.06364990059228148, "loss_sem_seg": 0.2374095907434821, "lr": 0.002, "mask_rcnn/accuracy": 0.9050905298382671, "mask_rcnn/false_negative": 0.0966166771818311, "mask_rcnn/false_positive": 0.11156756181005748, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.5691741764894687, "total_loss": 0.9316530583164422} {"data_time": 0.012561990006361157, "eta_seconds": 12625.852842348831, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.2590011614401858, "fast_rcnn/fg_cls_accuracy": 0.7300593276203032, "iteration": 247859, "loss_box_reg": 0.2111203318927437, "loss_cls": 0.15929006785154343, "loss_mask": 0.2218409413471818, "loss_rpn_cls": 0.02408388743060641, "loss_rpn_loc": 0.05826191496817046, "loss_sem_seg": 0.22168455785140395, "lr": 0.002, "mask_rcnn/accuracy": 0.9001671789955146, "mask_rcnn/false_negative": 0.08797192511287438, "mask_rcnn/false_positive": 0.09440225865526193, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5675974969926756, "total_loss": 0.8869018622790463} {"data_time": 0.011964839490246959, "eta_seconds": 12614.447889688745, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.22544642857142858, "fast_rcnn/fg_cls_accuracy": 0.7280468025949953, "iteration": 247879, "loss_box_reg": 0.19826443819329143, "loss_cls": 0.1518855318427086, "loss_mask": 0.22542900359258056, "loss_rpn_cls": 0.024535107415431412, "loss_rpn_loc": 0.0630324479425326, "loss_sem_seg": 0.1990648484788835, "lr": 0.002, "mask_rcnn/accuracy": 0.9054096695534684, "mask_rcnn/false_negative": 0.07160026233087377, "mask_rcnn/false_positive": 0.10753168749137826, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5678263114969013, "total_loss": 0.8888190154866606} {"data_time": 0.011639451506198384, "eta_seconds": 12603.042937028658, "fast_rcnn/cls_accuracy": 0.96337890625, "fast_rcnn/false_negative": 0.18900523560209426, "fast_rcnn/fg_cls_accuracy": 0.7797933436353991, "iteration": 247899, "loss_box_reg": 0.18503706064075232, "loss_cls": 0.15562818222679198, "loss_mask": 0.22434688918292522, "loss_rpn_cls": 0.028183191181597067, "loss_rpn_loc": 0.060934617795282975, "loss_sem_seg": 0.18990323785692453, "lr": 0.002, "mask_rcnn/accuracy": 0.9102762102477179, "mask_rcnn/false_negative": 0.07538676554306276, "mask_rcnn/false_positive": 0.10279606208226261, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.5642164219898405, "total_loss": 0.8553434578243468} {"data_time": 0.012119242994231172, "eta_seconds": 12585.595794671739, "fast_rcnn/cls_accuracy": 0.9658203125, "fast_rcnn/false_negative": 0.16041958796246358, "fast_rcnn/fg_cls_accuracy": 0.7961486638221424, "iteration": 247919, "loss_box_reg": 0.18655386148020625, "loss_cls": 0.13704450987279415, "loss_mask": 0.22240046365186572, "loss_rpn_cls": 0.018233532836347877, "loss_rpn_loc": 0.051493033141014166, "loss_sem_seg": 0.18258973234333098, "lr": 0.002, "mask_rcnn/accuracy": 0.9282431230197559, "mask_rcnn/false_negative": 0.06785458790495932, "mask_rcnn/false_positive": 0.08948607005661136, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 235.5, "rpn/num_pos_anchors": 20.5, "time": 0.5538003084948286, "total_loss": 0.8247127325248584} {"data_time": 0.011934717011172324, "eta_seconds": 12580.233031708485, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.24126705250103347, "fast_rcnn/fg_cls_accuracy": 0.7500455622380171, "iteration": 247939, "loss_box_reg": 0.22815549524966627, "loss_cls": 0.17183408583514392, "loss_mask": 0.21900193532928824, "loss_rpn_cls": 0.02595739869047975, "loss_rpn_loc": 0.05985294452693779, "loss_sem_seg": 0.20205302303656936, "lr": 0.002, "mask_rcnn/accuracy": 0.899611336315348, "mask_rcnn/false_negative": 0.10655518709809658, "mask_rcnn/false_positive": 0.09979950582034028, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.573112525002216, "total_loss": 0.9379709723148153} {"data_time": 0.013034162504482083, "eta_seconds": 12568.828079048399, "fast_rcnn/cls_accuracy": 0.95556640625, "fast_rcnn/false_negative": 0.2302517361111111, "fast_rcnn/fg_cls_accuracy": 0.7433544614779874, "iteration": 247959, "loss_box_reg": 0.20064795180223882, "loss_cls": 0.1604422377422452, "loss_mask": 0.22363803116604686, "loss_rpn_cls": 0.018917700365818746, "loss_rpn_loc": 0.058182619512081146, "loss_sem_seg": 0.18656037072651088, "lr": 0.002, "mask_rcnn/accuracy": 0.9059381812570588, "mask_rcnn/false_negative": 0.0839746145171061, "mask_rcnn/false_positive": 0.11350672463901632, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5776509064889979, "total_loss": 0.8637068736670699} {"data_time": 0.012496539013227448, "eta_seconds": 12557.389830587868, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.25290697674418605, "fast_rcnn/fg_cls_accuracy": 0.7390655003200342, "iteration": 247979, "loss_box_reg": 0.19624934764578938, "loss_cls": 0.14969558641314507, "loss_mask": 0.22132625756785274, "loss_rpn_cls": 0.022755372017854825, "loss_rpn_loc": 0.051559416227974, "loss_sem_seg": 0.23507264419458807, "lr": 0.002, "mask_rcnn/accuracy": 0.9014388884394945, "mask_rcnn/false_negative": 0.08249012837839437, "mask_rcnn/false_positive": 0.10453628243524048, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5740668604994426, "total_loss": 0.9016941015543125} {"data_time": 0.01299319849931635, "eta_seconds": 12543.381463783793, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.2465756441312486, "fast_rcnn/fg_cls_accuracy": 0.6832236842105264, "iteration": 247999, "loss_box_reg": 0.20757116796448827, "loss_cls": 0.16952047706581652, "loss_mask": 0.2273950749076903, "loss_rpn_cls": 0.03009183914400637, "loss_rpn_loc": 0.06536155909998342, "loss_sem_seg": 0.2205340932123363, "lr": 0.002, "mask_rcnn/accuracy": 0.9068823438466296, "mask_rcnn/false_negative": 0.07936289422167403, "mask_rcnn/false_positive": 0.10695320474697614, "roi_head/num_bg_samples": 427.0, "roi_head/num_fg_samples": 85.0, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5667687525128713, "total_loss": 0.9025530440267175} {"data_time": 0.012638904008781537, "eta_seconds": 12527.619712752014, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.27416892068754906, "fast_rcnn/fg_cls_accuracy": 0.7258310793124509, "iteration": 248019, "loss_box_reg": 0.1923612910322845, "loss_cls": 0.15810993826016784, "loss_mask": 0.21801817882806063, "loss_rpn_cls": 0.02345508521671036, "loss_rpn_loc": 0.047840926446951926, "loss_sem_seg": 0.21619840245693922, "lr": 0.002, "mask_rcnn/accuracy": 0.8973673069655212, "mask_rcnn/false_negative": 0.09157273156461415, "mask_rcnn/false_positive": 0.11152092729721336, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5685820575017715, "total_loss": 0.8703692688613955} {"data_time": 0.012538941999082454, "eta_seconds": 12520.5763522638, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.2822021116138763, "fast_rcnn/fg_cls_accuracy": 0.6951871657754011, "iteration": 248039, "loss_box_reg": 0.1942818877287209, "loss_cls": 0.15554963517934084, "loss_mask": 0.21692437492311, "loss_rpn_cls": 0.022837158761831233, "loss_rpn_loc": 0.06048555305460468, "loss_sem_seg": 0.20371756330132484, "lr": 0.002, "mask_rcnn/accuracy": 0.9038448902288188, "mask_rcnn/false_negative": 0.08432316487294253, "mask_rcnn/false_positive": 0.10827594277142151, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5782205134892138, "total_loss": 0.8479559207989951} {"data_time": 0.013554583987570368, "eta_seconds": 12511.803315747966, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.22489625018526754, "fast_rcnn/fg_cls_accuracy": 0.7698005698005699, "iteration": 248059, "loss_box_reg": 0.19690207485109568, "loss_cls": 0.1461147204390727, "loss_mask": 0.21585039095953107, "loss_rpn_cls": 0.02183786572277313, "loss_rpn_loc": 0.05646814277861267, "loss_sem_seg": 0.21187683288007975, "lr": 0.002, "mask_rcnn/accuracy": 0.9173345828644424, "mask_rcnn/false_negative": 0.07873584082977866, "mask_rcnn/false_positive": 0.0981273165403489, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5774641470052302, "total_loss": 0.8527832536219648} {"data_time": 0.012006088509224355, "eta_seconds": 12501.020579397402, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.20413628924267221, "fast_rcnn/fg_cls_accuracy": 0.7401199717713479, "iteration": 248079, "loss_box_reg": 0.22267167689278722, "loss_cls": 0.16876409226097167, "loss_mask": 0.22577046742662787, "loss_rpn_cls": 0.023645493180083577, "loss_rpn_loc": 0.06494040437974036, "loss_sem_seg": 0.22181546094361693, "lr": 0.002, "mask_rcnn/accuracy": 0.9062549824617347, "mask_rcnn/false_negative": 0.08008268050071761, "mask_rcnn/false_positive": 0.09277648491927254, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5863865115097724, "total_loss": 0.9331031383953814} {"data_time": 0.011947805993258953, "eta_seconds": 12489.188427697256, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.21793641655472396, "fast_rcnn/fg_cls_accuracy": 0.7585268572706602, "iteration": 248099, "loss_box_reg": 0.20526822796091437, "loss_cls": 0.16273149102926254, "loss_mask": 0.2209699940867722, "loss_rpn_cls": 0.023031860691844486, "loss_rpn_loc": 0.059430227673146874, "loss_sem_seg": 0.21345308562740684, "lr": 0.002, "mask_rcnn/accuracy": 0.9010934473186547, "mask_rcnn/false_negative": 0.09955651293657186, "mask_rcnn/false_positive": 0.09044186073040135, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.562494843499735, "total_loss": 0.9192793918482494} {"data_time": 0.01301057101227343, "eta_seconds": 12478.468445882332, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.27986607142857145, "fast_rcnn/fg_cls_accuracy": 0.7133705357142857, "iteration": 248119, "loss_box_reg": 0.21505533624440432, "loss_cls": 0.17238559387624264, "loss_mask": 0.22517983242869377, "loss_rpn_cls": 0.02383960181305156, "loss_rpn_loc": 0.0657211618963629, "loss_sem_seg": 0.23191877733916044, "lr": 0.002, "mask_rcnn/accuracy": 0.8928386212975756, "mask_rcnn/false_negative": 0.09916128095763782, "mask_rcnn/false_positive": 0.12236315161140718, "roi_head/num_bg_samples": 431.5, "roi_head/num_fg_samples": 80.5, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5828898339968873, "total_loss": 0.9254106864973437} {"data_time": 0.012971545511391014, "eta_seconds": 12466.632704678588, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.22067161486521314, "fast_rcnn/fg_cls_accuracy": 0.776454821916396, "iteration": 248139, "loss_box_reg": 0.21560144936665893, "loss_cls": 0.1791321471100673, "loss_mask": 0.2251931745558977, "loss_rpn_cls": 0.027622686307950062, "loss_rpn_loc": 0.06052551104221493, "loss_sem_seg": 0.21538563072681427, "lr": 0.002, "mask_rcnn/accuracy": 0.9091054750999377, "mask_rcnn/false_negative": 0.07381778060648783, "mask_rcnn/false_positive": 0.1075021421708009, "roi_head/num_bg_samples": 427.25, "roi_head/num_fg_samples": 84.75, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5608375675074058, "total_loss": 0.9109148893978727} {"data_time": 0.012419945007422939, "eta_seconds": 12447.829586743857, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.3223270440251572, "fast_rcnn/fg_cls_accuracy": 0.6708077780875383, "iteration": 248159, "loss_box_reg": 0.2010563313961029, "loss_cls": 0.17051533958874643, "loss_mask": 0.22279408853501081, "loss_rpn_cls": 0.021346229354094248, "loss_rpn_loc": 0.058020134893013164, "loss_sem_seg": 0.18205727450549603, "lr": 0.002, "mask_rcnn/accuracy": 0.9002159725869157, "mask_rcnn/false_negative": 0.08967766094007686, "mask_rcnn/false_positive": 0.10397722097073833, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.5568723725009477, "total_loss": 0.8884523706055916} {"data_time": 0.013035111507633701, "eta_seconds": 12436.43099731412, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.24661246612466126, "fast_rcnn/fg_cls_accuracy": 0.7371303395399781, "iteration": 248179, "loss_box_reg": 0.2036786349490285, "loss_cls": 0.16336041036993265, "loss_mask": 0.21974499570205808, "loss_rpn_cls": 0.026039866977953352, "loss_rpn_loc": 0.0721572948677931, "loss_sem_seg": 0.224921170854941, "lr": 0.002, "mask_rcnn/accuracy": 0.9120558358478527, "mask_rcnn/false_negative": 0.07796732905296164, "mask_rcnn/false_positive": 0.09703204805773516, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.569306620003772, "total_loss": 0.8723378637878341} {"data_time": 0.013644412989378907, "eta_seconds": 12411.20040399913, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.2700409481061501, "fast_rcnn/fg_cls_accuracy": 0.7016993464052288, "iteration": 248199, "loss_box_reg": 0.2093157812487334, "loss_cls": 0.1543478611856699, "loss_mask": 0.21697293920442462, "loss_rpn_cls": 0.026415252543301904, "loss_rpn_loc": 0.05795965707511641, "loss_sem_seg": 0.1963997755665332, "lr": 0.002, "mask_rcnn/accuracy": 0.8987080822139628, "mask_rcnn/false_negative": 0.07660296194015163, "mask_rcnn/false_positive": 0.12057842818171771, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.569135813988396, "total_loss": 0.8494530835241676} {"data_time": 0.012144502499722876, "eta_seconds": 12392.13679951246, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.23551136363636363, "fast_rcnn/fg_cls_accuracy": 0.7429840184846443, "iteration": 248219, "loss_box_reg": 0.20234734658151865, "loss_cls": 0.16398655530065298, "loss_mask": 0.21287379879504442, "loss_rpn_cls": 0.024095857818792865, "loss_rpn_loc": 0.05514186806976795, "loss_sem_seg": 0.22907289024442434, "lr": 0.002, "mask_rcnn/accuracy": 0.9169673614126501, "mask_rcnn/false_negative": 0.08228450371296457, "mask_rcnn/false_positive": 0.0877874230303721, "roi_head/num_bg_samples": 427.25, "roi_head/num_fg_samples": 84.75, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5721886874962365, "total_loss": 0.8996881337061495} {"data_time": 0.012307405500905588, "eta_seconds": 12382.126074316533, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.3041937791707833, "fast_rcnn/fg_cls_accuracy": 0.6722308993882598, "iteration": 248239, "loss_box_reg": 0.21392385428771377, "loss_cls": 0.1667424312327057, "loss_mask": 0.23069520760327578, "loss_rpn_cls": 0.0268857033806853, "loss_rpn_loc": 0.06952835163974669, "loss_sem_seg": 0.2090220486279577, "lr": 0.002, "mask_rcnn/accuracy": 0.8853629753183325, "mask_rcnn/false_negative": 0.0939510122735755, "mask_rcnn/false_positive": 0.13103462762860218, "roi_head/num_bg_samples": 423.0, "roi_head/num_fg_samples": 89.0, "rpn/num_neg_anchors": 196.0, "rpn/num_pos_anchors": 60.0, "time": 0.5779708699992625, "total_loss": 0.9426908588525293} {"data_time": 0.011869223511894234, "eta_seconds": 12372.243812800763, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.2692614336449953, "fast_rcnn/fg_cls_accuracy": 0.6929791150891893, "iteration": 248259, "loss_box_reg": 0.18199153360910714, "loss_cls": 0.15056311711668968, "loss_mask": 0.22515301825478673, "loss_rpn_cls": 0.027611345110926777, "loss_rpn_loc": 0.0637367352610454, "loss_sem_seg": 0.1908736692275852, "lr": 0.002, "mask_rcnn/accuracy": 0.8894321835902617, "mask_rcnn/false_negative": 0.09586629163652657, "mask_rcnn/false_positive": 0.11672080867147219, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.5648670304944972, "total_loss": 0.836054438870633} {"data_time": 0.0125689760025125, "eta_seconds": 12360.86232730074, "fast_rcnn/cls_accuracy": 0.95849609375, "fast_rcnn/false_negative": 0.21272727272727274, "fast_rcnn/fg_cls_accuracy": 0.7819990954319312, "iteration": 248279, "loss_box_reg": 0.20970940438564867, "loss_cls": 0.16740046255290508, "loss_mask": 0.22499592695385218, "loss_rpn_cls": 0.027282719122013077, "loss_rpn_loc": 0.06878287166182417, "loss_sem_seg": 0.20559439901262522, "lr": 0.002, "mask_rcnn/accuracy": 0.9186364876139135, "mask_rcnn/false_negative": 0.07426543117709761, "mask_rcnn/false_positive": 0.07911721465415932, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5810594390059123, "total_loss": 0.9043778246123111} {"data_time": 0.012478320495574735, "eta_seconds": 12339.544681293148, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.2624107142857143, "fast_rcnn/fg_cls_accuracy": 0.7118929856115108, "iteration": 248299, "loss_box_reg": 0.2156635185237974, "loss_cls": 0.14949630782939494, "loss_mask": 0.2266882499679923, "loss_rpn_cls": 0.023468830491765402, "loss_rpn_loc": 0.06467620795592666, "loss_sem_seg": 0.18458378594368696, "lr": 0.002, "mask_rcnn/accuracy": 0.8986806441326531, "mask_rcnn/false_negative": 0.08041757845623315, "mask_rcnn/false_positive": 0.12657233673731955, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5575251645059325, "total_loss": 0.8541953445019317} {"data_time": 0.0122283594973851, "eta_seconds": 12333.79763993733, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.3040222800529608, "fast_rcnn/fg_cls_accuracy": 0.6572862328788017, "iteration": 248319, "loss_box_reg": 0.2205024636350572, "loss_cls": 0.1577140303561464, "loss_mask": 0.22881559375673532, "loss_rpn_cls": 0.026370965624664677, "loss_rpn_loc": 0.06324576379847713, "loss_sem_seg": 0.20785450167022645, "lr": 0.002, "mask_rcnn/accuracy": 0.8894159226190477, "mask_rcnn/false_negative": 0.09650180388500859, "mask_rcnn/false_positive": 0.11734780707859266, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.5844030495063635, "total_loss": 0.8925485251756982} {"data_time": 0.011628503008978441, "eta_seconds": 12313.014233936308, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.21980941136785292, "fast_rcnn/fg_cls_accuracy": 0.7358323494687131, "iteration": 248339, "loss_box_reg": 0.18694208783563226, "loss_cls": 0.13553963764570653, "loss_mask": 0.21821133140474558, "loss_rpn_cls": 0.018957540960400365, "loss_rpn_loc": 0.05155637666757684, "loss_sem_seg": 0.19927661772817373, "lr": 0.002, "mask_rcnn/accuracy": 0.9056405421199316, "mask_rcnn/false_negative": 0.08316402701846848, "mask_rcnn/false_positive": 0.10013439677083598, "roi_head/num_bg_samples": 429.0, "roi_head/num_fg_samples": 83.0, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5560946754994802, "total_loss": 0.8001941210659425} {"data_time": 0.012751068992656656, "eta_seconds": 12299.304570118227, "fast_rcnn/cls_accuracy": 0.95751953125, "fast_rcnn/false_negative": 0.22359860974957668, "fast_rcnn/fg_cls_accuracy": 0.7570960698689957, "iteration": 248359, "loss_box_reg": 0.20199820678681135, "loss_cls": 0.15860081708524376, "loss_mask": 0.22141940612345934, "loss_rpn_cls": 0.02363184153000475, "loss_rpn_loc": 0.058623017626814544, "loss_sem_seg": 0.20991581957787275, "lr": 0.002, "mask_rcnn/accuracy": 0.9195676723794164, "mask_rcnn/false_negative": 0.08744736332532826, "mask_rcnn/false_positive": 0.09108957811776422, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 235.0, "rpn/num_pos_anchors": 21.0, "time": 0.5628183255030308, "total_loss": 0.8960298728734415} {"data_time": 0.011849577495013364, "eta_seconds": 12290.276568576563, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.19793814432989693, "fast_rcnn/fg_cls_accuracy": 0.777026434935008, "iteration": 248379, "loss_box_reg": 0.2136834473349154, "loss_cls": 0.17274370230734348, "loss_mask": 0.2289518043398857, "loss_rpn_cls": 0.024395964202994946, "loss_rpn_loc": 0.053390051500173286, "loss_sem_seg": 0.2057746530044824, "lr": 0.002, "mask_rcnn/accuracy": 0.9139601664992568, "mask_rcnn/false_negative": 0.08490347456863279, "mask_rcnn/false_positive": 0.08267899553738481, "roi_head/num_bg_samples": 427.5, "roi_head/num_fg_samples": 84.5, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.5784943174949149, "total_loss": 0.9044240909861401} {"data_time": 0.012356793013168499, "eta_seconds": 12289.727147801692, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.24914616641092907, "fast_rcnn/fg_cls_accuracy": 0.7046948356807512, "iteration": 248399, "loss_box_reg": 0.201274179155007, "loss_cls": 0.1671758879092522, "loss_mask": 0.21736397873610258, "loss_rpn_cls": 0.025811418943703757, "loss_rpn_loc": 0.06435374409193173, "loss_sem_seg": 0.2002127831801772, "lr": 0.002, "mask_rcnn/accuracy": 0.8993352352445649, "mask_rcnn/false_negative": 0.08596850917192084, "mask_rcnn/false_positive": 0.11503666307615472, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.5706451005098643, "total_loss": 0.8768155991274398} {"data_time": 0.012701461993856356, "eta_seconds": 12273.759216899169, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.22007736650485438, "fast_rcnn/fg_cls_accuracy": 0.7658480868075386, "iteration": 248419, "loss_box_reg": 0.19371522078290582, "loss_cls": 0.1508674321230501, "loss_mask": 0.22213293984532356, "loss_rpn_cls": 0.02530140867747832, "loss_rpn_loc": 0.060425695264711976, "loss_sem_seg": 0.1913507543504238, "lr": 0.002, "mask_rcnn/accuracy": 0.9070093034868731, "mask_rcnn/false_negative": 0.09237201670108011, "mask_rcnn/false_positive": 0.09261745345851727, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5649929969949881, "total_loss": 0.8682976138952654} {"data_time": 0.012862347502959892, "eta_seconds": 12265.532536077153, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.1927128232758621, "fast_rcnn/fg_cls_accuracy": 0.7854885057471264, "iteration": 248439, "loss_box_reg": 0.19468654738739133, "loss_cls": 0.1501440042629838, "loss_mask": 0.22930212458595634, "loss_rpn_cls": 0.025313538586487994, "loss_rpn_loc": 0.05619889160152525, "loss_sem_seg": 0.24378993595018983, "lr": 0.002, "mask_rcnn/accuracy": 0.9040275485194078, "mask_rcnn/false_negative": 0.07315978378233648, "mask_rcnn/false_positive": 0.1183308577078536, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.5655214790022001, "total_loss": 0.9155086329365076} {"data_time": 0.013553301003412344, "eta_seconds": 12251.01002229855, "fast_rcnn/cls_accuracy": 0.95849609375, "fast_rcnn/false_negative": 0.23694335992757315, "fast_rcnn/fg_cls_accuracy": 0.7486263736263736, "iteration": 248459, "loss_box_reg": 0.19706524116918445, "loss_cls": 0.15165520319715142, "loss_mask": 0.2253806204535067, "loss_rpn_cls": 0.025893965415889397, "loss_rpn_loc": 0.05850501879467629, "loss_sem_seg": 0.22113610990345478, "lr": 0.002, "mask_rcnn/accuracy": 0.9038425642301949, "mask_rcnn/false_negative": 0.08870862707549079, "mask_rcnn/false_positive": 0.10344553003455666, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5645937459921697, "total_loss": 0.9022776409692597} {"data_time": 0.012311179991229437, "eta_seconds": 12255.350715320455, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.196, "fast_rcnn/fg_cls_accuracy": 0.7403846153846154, "iteration": 248479, "loss_box_reg": 0.20107305143028498, "loss_cls": 0.16483108745887876, "loss_mask": 0.214467731770128, "loss_rpn_cls": 0.02259167531519779, "loss_rpn_loc": 0.06097610809956677, "loss_sem_seg": 0.19504660286474973, "lr": 0.002, "mask_rcnn/accuracy": 0.9099259833803651, "mask_rcnn/false_negative": 0.08059523880600822, "mask_rcnn/false_positive": 0.11601429950306094, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5785719169944059, "total_loss": 0.8636793778714491} {"data_time": 0.013525527509045787, "eta_seconds": 12235.89430556797, "fast_rcnn/cls_accuracy": 0.95703125, "fast_rcnn/false_negative": 0.23826383425124575, "fast_rcnn/fg_cls_accuracy": 0.7459073493556252, "iteration": 248499, "loss_box_reg": 0.20072187995538116, "loss_cls": 0.15853385743685067, "loss_mask": 0.21935890801250935, "loss_rpn_cls": 0.02096922010241542, "loss_rpn_loc": 0.05434740392956883, "loss_sem_seg": 0.20214870042400435, "lr": 0.002, "mask_rcnn/accuracy": 0.9135537902163517, "mask_rcnn/false_negative": 0.0818799529214775, "mask_rcnn/false_positive": 0.08394624464449976, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5637102420005249, "total_loss": 0.8762141205079388} {"data_time": 0.012544971497845836, "eta_seconds": 12216.88623039762, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.2357236746020155, "fast_rcnn/fg_cls_accuracy": 0.7005632790028763, "iteration": 248519, "loss_box_reg": 0.21617938880808651, "loss_cls": 0.17014070373261347, "loss_mask": 0.21986581571400166, "loss_rpn_cls": 0.028560325692524202, "loss_rpn_loc": 0.061839540547225624, "loss_sem_seg": 0.20458393113221973, "lr": 0.002, "mask_rcnn/accuracy": 0.912486369599514, "mask_rcnn/false_negative": 0.08640900513312202, "mask_rcnn/false_positive": 0.10083296528843, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5710283270018408, "total_loss": 0.9444083149137441} {"data_time": 0.012624605995370075, "eta_seconds": 12215.775484468148, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.2505707762557078, "fast_rcnn/fg_cls_accuracy": 0.7361301369863014, "iteration": 248539, "loss_box_reg": 0.20440467214211822, "loss_cls": 0.1733477101661265, "loss_mask": 0.21916387043893337, "loss_rpn_cls": 0.02443194415536709, "loss_rpn_loc": 0.057984589802799746, "loss_sem_seg": 0.20397082739509642, "lr": 0.002, "mask_rcnn/accuracy": 0.9143621379466843, "mask_rcnn/false_negative": 0.0755102105589647, "mask_rcnn/false_positive": 0.0944332313591301, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5722622475004755, "total_loss": 0.9107557769893901} {"data_time": 0.011729972509783693, "eta_seconds": 12201.74921192888, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.1863708882736615, "fast_rcnn/fg_cls_accuracy": 0.7709284401494041, "iteration": 248559, "loss_box_reg": 0.22999385511502624, "loss_cls": 0.17820579838007689, "loss_mask": 0.24321501422673464, "loss_rpn_cls": 0.027236088397330604, "loss_rpn_loc": 0.061301891633775085, "loss_sem_seg": 0.21784344338811934, "lr": 0.002, "mask_rcnn/accuracy": 0.9024330452901882, "mask_rcnn/false_negative": 0.09738892136659666, "mask_rcnn/false_positive": 0.11183836495066417, "roi_head/num_bg_samples": 423.75, "roi_head/num_fg_samples": 88.25, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5749415769969346, "total_loss": 0.943522827355082} {"data_time": 0.01238675051718019, "eta_seconds": 12190.367514049183, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.24915548931942375, "fast_rcnn/fg_cls_accuracy": 0.7281624663567409, "iteration": 248579, "loss_box_reg": 0.208425919059664, "loss_cls": 0.16250837966799736, "loss_mask": 0.2205568882636726, "loss_rpn_cls": 0.027736930824175943, "loss_rpn_loc": 0.06414782399951946, "loss_sem_seg": 0.20900517189875245, "lr": 0.002, "mask_rcnn/accuracy": 0.9023842530607995, "mask_rcnn/false_negative": 0.09707326307816275, "mask_rcnn/false_positive": 0.10305392549856571, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5565534875204321, "total_loss": 0.8828211359505076} {"data_time": 0.012251704509253614, "eta_seconds": 12189.522534561722, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.275732496194825, "fast_rcnn/fg_cls_accuracy": 0.7113715277777778, "iteration": 248599, "loss_box_reg": 0.20183287421241403, "loss_cls": 0.16064565005945042, "loss_mask": 0.22174954554066062, "loss_rpn_cls": 0.023365093719803554, "loss_rpn_loc": 0.057654136267956346, "loss_sem_seg": 0.1870350509416312, "lr": 0.002, "mask_rcnn/accuracy": 0.9088123655569533, "mask_rcnn/false_negative": 0.08349861936254338, "mask_rcnn/false_positive": 0.11502401570815636, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5777960559935309, "total_loss": 0.8691634490724027} {"data_time": 0.011327471016556956, "eta_seconds": 12170.238834789314, "fast_rcnn/cls_accuracy": 0.95556640625, "fast_rcnn/false_negative": 0.19351851851851853, "fast_rcnn/fg_cls_accuracy": 0.8041383219954649, "iteration": 248619, "loss_box_reg": 0.1998228804441169, "loss_cls": 0.1609156042104587, "loss_mask": 0.21513387700542808, "loss_rpn_cls": 0.021494614953553537, "loss_rpn_loc": 0.05873317364603281, "loss_sem_seg": 0.21005131443962455, "lr": 0.002, "mask_rcnn/accuracy": 0.9121778926990298, "mask_rcnn/false_negative": 0.07506269412121902, "mask_rcnn/false_positive": 0.10507795641057574, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5637062145106029, "total_loss": 0.8800453012117941} {"data_time": 0.01327830200898461, "eta_seconds": 12160.880774295452, "fast_rcnn/cls_accuracy": 0.96240234375, "fast_rcnn/false_negative": 0.1823246779799632, "fast_rcnn/fg_cls_accuracy": 0.8176753220200368, "iteration": 248639, "loss_box_reg": 0.19497550139203668, "loss_cls": 0.1576271855738014, "loss_mask": 0.21597443660721183, "loss_rpn_cls": 0.021717957424698398, "loss_rpn_loc": 0.06526068148377817, "loss_sem_seg": 0.20009747438598424, "lr": 0.002, "mask_rcnn/accuracy": 0.9091141382661438, "mask_rcnn/false_negative": 0.09318226973813327, "mask_rcnn/false_positive": 0.10007705281303449, "roi_head/num_bg_samples": 456.75, "roi_head/num_fg_samples": 55.25, "rpn/num_neg_anchors": 238.25, "rpn/num_pos_anchors": 17.75, "time": 0.5723659450013656, "total_loss": 0.8660706940572709} {"data_time": 0.013385158497840166, "eta_seconds": 12162.45767516001, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.23244824482448245, "fast_rcnn/fg_cls_accuracy": 0.7516426642664267, "iteration": 248659, "loss_box_reg": 0.21011149301193655, "loss_cls": 0.15395318064838648, "loss_mask": 0.2220556167885661, "loss_rpn_cls": 0.0266458787737065, "loss_rpn_loc": 0.061592121404828504, "loss_sem_seg": 0.23065231461077929, "lr": 0.002, "mask_rcnn/accuracy": 0.9011126452164189, "mask_rcnn/false_negative": 0.07626443872347241, "mask_rcnn/false_positive": 0.10616512689550084, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.5818914790143026, "total_loss": 0.9187666863690538} {"data_time": 0.013030766494921409, "eta_seconds": 12143.956355282018, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.1880313930673643, "fast_rcnn/fg_cls_accuracy": 0.7644712430426717, "iteration": 248679, "loss_box_reg": 0.19398655905388296, "loss_cls": 0.15269575658021495, "loss_mask": 0.2139833653345704, "loss_rpn_cls": 0.019811882746580523, "loss_rpn_loc": 0.06086555999354459, "loss_sem_seg": 0.21441534394398332, "lr": 0.002, "mask_rcnn/accuracy": 0.9183880149281936, "mask_rcnn/false_negative": 0.07231798281377544, "mask_rcnn/false_positive": 0.09097135737446162, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5544783444929635, "total_loss": 0.8458235191355925} {"data_time": 0.011906013503903523, "eta_seconds": 12135.836058643836, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.25219931271477664, "fast_rcnn/fg_cls_accuracy": 0.7251275510204082, "iteration": 248699, "loss_box_reg": 0.20394636737182736, "loss_cls": 0.15785973379388452, "loss_mask": 0.20675807911902666, "loss_rpn_cls": 0.022147562776808627, "loss_rpn_loc": 0.0511240508640185, "loss_sem_seg": 0.20188853656873107, "lr": 0.002, "mask_rcnn/accuracy": 0.9133788230830601, "mask_rcnn/false_negative": 0.07605717303255216, "mask_rcnn/false_positive": 0.10567573226987517, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5701723170059267, "total_loss": 0.8336074323597131} {"data_time": 0.012639950000448152, "eta_seconds": 12119.135705551322, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.27084112149532713, "fast_rcnn/fg_cls_accuracy": 0.7285338785046729, "iteration": 248719, "loss_box_reg": 0.1888271332718432, "loss_cls": 0.1525829064194113, "loss_mask": 0.22018264699727297, "loss_rpn_cls": 0.029343183957962538, "loss_rpn_loc": 0.0565913274185732, "loss_sem_seg": 0.2121222191490233, "lr": 0.002, "mask_rcnn/accuracy": 0.8983189467193127, "mask_rcnn/false_negative": 0.10413243282260498, "mask_rcnn/false_positive": 0.10593444201918761, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5562237310077762, "total_loss": 0.8726212954898074} {"data_time": 0.012184768507722765, "eta_seconds": 12113.04682610331, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.16492805755395684, "fast_rcnn/fg_cls_accuracy": 0.7935026978417266, "iteration": 248739, "loss_box_reg": 0.21612514508888125, "loss_cls": 0.16996642271988094, "loss_mask": 0.2330570430494845, "loss_rpn_cls": 0.02485236663778778, "loss_rpn_loc": 0.06959473033202812, "loss_sem_seg": 0.21462704171426594, "lr": 0.002, "mask_rcnn/accuracy": 0.9081155899859944, "mask_rcnn/false_negative": 0.07112356146908554, "mask_rcnn/false_positive": 0.12744571495887674, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5749417410115711, "total_loss": 0.9323643293610075} {"data_time": 0.012507942999945953, "eta_seconds": 12101.652209833046, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.2785135135135135, "fast_rcnn/fg_cls_accuracy": 0.6943630693630694, "iteration": 248759, "loss_box_reg": 0.1897721227724105, "loss_cls": 0.16362231876701117, "loss_mask": 0.2207509740255773, "loss_rpn_cls": 0.024156235027476214, "loss_rpn_loc": 0.05719004201819189, "loss_sem_seg": 0.20491686766035855, "lr": 0.002, "mask_rcnn/accuracy": 0.9096180440943806, "mask_rcnn/false_negative": 0.08185591698540837, "mask_rcnn/false_positive": 0.10531445680150253, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5697764014912536, "total_loss": 0.8376434050151147} {"data_time": 0.012930487995618023, "eta_seconds": 12090.257593562783, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.1885508735868448, "fast_rcnn/fg_cls_accuracy": 0.8038210940681417, "iteration": 248779, "loss_box_reg": 0.1935464304406196, "loss_cls": 0.15273065690416843, "loss_mask": 0.2112357933074236, "loss_rpn_cls": 0.021675255069567356, "loss_rpn_loc": 0.049432175801484846, "loss_sem_seg": 0.18422406096942723, "lr": 0.002, "mask_rcnn/accuracy": 0.9090523580344358, "mask_rcnn/false_negative": 0.09161349750004506, "mask_rcnn/false_positive": 0.10032257204755415, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5645744564972119, "total_loss": 0.8654937765168143} {"data_time": 0.012514587506302632, "eta_seconds": 12071.17737085477, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.2094789926763459, "fast_rcnn/fg_cls_accuracy": 0.7229895641497852, "iteration": 248799, "loss_box_reg": 0.21066391188651323, "loss_cls": 0.18047145521268249, "loss_mask": 0.2267718813382089, "loss_rpn_cls": 0.024409141471551266, "loss_rpn_loc": 0.05756962625309825, "loss_sem_seg": 0.20792035665363073, "lr": 0.002, "mask_rcnn/accuracy": 0.9045438880111408, "mask_rcnn/false_negative": 0.09415941891925003, "mask_rcnn/false_positive": 0.09938137273793438, "roi_head/num_bg_samples": 428.0, "roi_head/num_fg_samples": 84.0, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5589049964910373, "total_loss": 0.9496145117627748} {"data_time": 0.013292392497533001, "eta_seconds": 12062.187556002187, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.2386996904024768, "fast_rcnn/fg_cls_accuracy": 0.7437037037037038, "iteration": 248819, "loss_box_reg": 0.20703390054404736, "loss_cls": 0.16418588813394308, "loss_mask": 0.23070941120386124, "loss_rpn_cls": 0.02184802305418998, "loss_rpn_loc": 0.0526076263631694, "loss_sem_seg": 0.2174207465723157, "lr": 0.002, "mask_rcnn/accuracy": 0.9003645439657344, "mask_rcnn/false_negative": 0.09122645079886854, "mask_rcnn/false_positive": 0.09773240919918202, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5819823280035052, "total_loss": 0.9020372208351546} {"data_time": 0.011680771989631467, "eta_seconds": 12048.402638774482, "fast_rcnn/cls_accuracy": 0.96240234375, "fast_rcnn/false_negative": 0.2112688098495212, "fast_rcnn/fg_cls_accuracy": 0.7459893048128342, "iteration": 248839, "loss_box_reg": 0.21137974224984646, "loss_cls": 0.15224304073490202, "loss_mask": 0.22489873692393303, "loss_rpn_cls": 0.021010583921452053, "loss_rpn_loc": 0.06109010148793459, "loss_sem_seg": 0.19349934859201312, "lr": 0.002, "mask_rcnn/accuracy": 0.9129082554074262, "mask_rcnn/false_negative": 0.0741333161242295, "mask_rcnn/false_positive": 0.12370786081494109, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 236.5, "rpn/num_pos_anchors": 19.5, "time": 0.5654853000160074, "total_loss": 0.8695156051253434} {"data_time": 0.012329848497756757, "eta_seconds": 12035.634120564588, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.2816358024691358, "fast_rcnn/fg_cls_accuracy": 0.6971578695963697, "iteration": 248859, "loss_box_reg": 0.1892843977548182, "loss_cls": 0.16765784728340805, "loss_mask": 0.2309032967314124, "loss_rpn_cls": 0.023791770143361646, "loss_rpn_loc": 0.064416010864079, "loss_sem_seg": 0.21226194128394127, "lr": 0.002, "mask_rcnn/accuracy": 0.8880491554371217, "mask_rcnn/false_negative": 0.08593888957435175, "mask_rcnn/false_positive": 0.1298732546680629, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5646239645138849, "total_loss": 0.9163020513842639} {"data_time": 0.012613316517672502, "eta_seconds": 12009.559778592913, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.2605263157894737, "fast_rcnn/fg_cls_accuracy": 0.7394736842105263, "iteration": 248879, "loss_box_reg": 0.18601392977871, "loss_cls": 0.16008553584106266, "loss_mask": 0.21806551748886704, "loss_rpn_cls": 0.021771362858999055, "loss_rpn_loc": 0.05191160857793875, "loss_sem_seg": 0.21006126725114882, "lr": 0.002, "mask_rcnn/accuracy": 0.8964351567965316, "mask_rcnn/false_negative": 0.0745944691913283, "mask_rcnn/false_positive": 0.1163971974373785, "roi_head/num_bg_samples": 432.75, "roi_head/num_fg_samples": 79.25, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5569706514943391, "total_loss": 0.8330809014805709} {"data_time": 0.012327904012636282, "eta_seconds": 11998.187627862746, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.25265957446808507, "fast_rcnn/fg_cls_accuracy": 0.7348408830275229, "iteration": 248899, "loss_box_reg": 0.20505012921057642, "loss_cls": 0.16179209179244936, "loss_mask": 0.2161589451134205, "loss_rpn_cls": 0.024973324013444653, "loss_rpn_loc": 0.06605101842433214, "loss_sem_seg": 0.21765663847327232, "lr": 0.002, "mask_rcnn/accuracy": 0.9115105830731227, "mask_rcnn/false_negative": 0.07844630676664151, "mask_rcnn/false_positive": 0.10221957150121613, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5542481924931053, "total_loss": 0.895406990196534} {"data_time": 0.012894264989881776, "eta_seconds": 12001.475942274352, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.25820232399179766, "fast_rcnn/fg_cls_accuracy": 0.7320574162679425, "iteration": 248919, "loss_box_reg": 0.22365146246738732, "loss_cls": 0.1631034449674189, "loss_mask": 0.23638346791267395, "loss_rpn_cls": 0.02786644261504989, "loss_rpn_loc": 0.06638705095974728, "loss_sem_seg": 0.20321596134454012, "lr": 0.002, "mask_rcnn/accuracy": 0.8913369749801454, "mask_rcnn/false_negative": 0.09435344081063776, "mask_rcnn/false_positive": 0.1263318643887376, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.5873107429943047, "total_loss": 0.9297991857602028} {"data_time": 0.014316565007902682, "eta_seconds": 11990.089882844273, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.24633642930856553, "fast_rcnn/fg_cls_accuracy": 0.6932126696832579, "iteration": 248939, "loss_box_reg": 0.2022537866141647, "loss_cls": 0.1601198521675542, "loss_mask": 0.2223088569007814, "loss_rpn_cls": 0.02329493705656205, "loss_rpn_loc": 0.05929398754960857, "loss_sem_seg": 0.18927594926208258, "lr": 0.002, "mask_rcnn/accuracy": 0.8927923945040896, "mask_rcnn/false_negative": 0.09276150092929666, "mask_rcnn/false_positive": 0.1129944680484383, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.572657265511225, "total_loss": 0.8932208686060221} {"data_time": 0.011986717014224268, "eta_seconds": 11964.689823137407, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.19625156659450838, "fast_rcnn/fg_cls_accuracy": 0.7903826399589111, "iteration": 248959, "loss_box_reg": 0.19676745031028986, "loss_cls": 0.15749997564125806, "loss_mask": 0.212580437771976, "loss_rpn_cls": 0.022856965835671872, "loss_rpn_loc": 0.06092852719302755, "loss_sem_seg": 0.20815330045297742, "lr": 0.002, "mask_rcnn/accuracy": 0.8934668640531174, "mask_rcnn/false_negative": 0.09549345281607638, "mask_rcnn/false_positive": 0.09189704516507544, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5485183030104963, "total_loss": 0.8707205654754944} {"data_time": 0.01209175999974832, "eta_seconds": 11954.318104239763, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.24141646577544013, "fast_rcnn/fg_cls_accuracy": 0.755624954342903, "iteration": 248979, "loss_box_reg": 0.2076931435149163, "loss_cls": 0.1635099514387548, "loss_mask": 0.22500638710334897, "loss_rpn_cls": 0.02219087719277013, "loss_rpn_loc": 0.06248873040021863, "loss_sem_seg": 0.2168228558730334, "lr": 0.002, "mask_rcnn/accuracy": 0.9159459885533321, "mask_rcnn/false_negative": 0.0766733070013766, "mask_rcnn/false_positive": 0.08577472614228067, "roi_head/num_bg_samples": 430.0, "roi_head/num_fg_samples": 82.0, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5709902110102121, "total_loss": 0.8874946386058582} {"data_time": 0.013397455011727288, "eta_seconds": 11953.939748814853, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.2297691803994325, "fast_rcnn/fg_cls_accuracy": 0.7202380952380952, "iteration": 248999, "loss_box_reg": 0.2023277000989765, "loss_cls": 0.15467080427333713, "loss_mask": 0.21945498185232282, "loss_rpn_cls": 0.02191440034948755, "loss_rpn_loc": 0.06443816627142951, "loss_sem_seg": 0.21791510889306664, "lr": 0.002, "mask_rcnn/accuracy": 0.9191494657947017, "mask_rcnn/false_negative": 0.07736494605590179, "mask_rcnn/false_positive": 0.08201819787647252, "roi_head/num_bg_samples": 425.75, "roi_head/num_fg_samples": 86.25, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5796696060133399, "total_loss": 0.8704756563784031} {"data_time": 0.013284326007124037, "eta_seconds": 11944.545645123959, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.25448457306864386, "fast_rcnn/fg_cls_accuracy": 0.7254115102727382, "iteration": 249019, "loss_box_reg": 0.20662382105365396, "loss_cls": 0.15998592250980437, "loss_mask": 0.22390409279614687, "loss_rpn_cls": 0.024277928299852647, "loss_rpn_loc": 0.06678533200465608, "loss_sem_seg": 0.19679105118848383, "lr": 0.002, "mask_rcnn/accuracy": 0.901706719222993, "mask_rcnn/false_negative": 0.07175057241550448, "mask_rcnn/false_positive": 0.13022378519303246, "roi_head/num_bg_samples": 417.5, "roi_head/num_fg_samples": 94.5, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5743665720074205, "total_loss": 0.8817082347050018} {"data_time": 0.012399521001498215, "eta_seconds": 11928.588462816158, "fast_rcnn/cls_accuracy": 0.9560546875, "fast_rcnn/false_negative": 0.21296296296296297, "fast_rcnn/fg_cls_accuracy": 0.7661343978709247, "iteration": 249039, "loss_box_reg": 0.18517416529357433, "loss_cls": 0.16256067343056202, "loss_mask": 0.21993553824722767, "loss_rpn_cls": 0.02278840204962762, "loss_rpn_loc": 0.06346215395024046, "loss_sem_seg": 0.2570020304992795, "lr": 0.002, "mask_rcnn/accuracy": 0.9017987548028471, "mask_rcnn/false_negative": 0.09561886432614325, "mask_rcnn/false_positive": 0.10372059484566976, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.5746191164944321, "total_loss": 0.9241390808747383} {"data_time": 0.011988953483523801, "eta_seconds": 11914.325691676539, "fast_rcnn/cls_accuracy": 0.96533203125, "fast_rcnn/false_negative": 0.12444444444444444, "fast_rcnn/fg_cls_accuracy": 0.8647619047619048, "iteration": 249059, "loss_box_reg": 0.19160550483502448, "loss_cls": 0.14548544096760452, "loss_mask": 0.21580042270943522, "loss_rpn_cls": 0.02160024091494961, "loss_rpn_loc": 0.04874991322867572, "loss_sem_seg": 0.20145289413630962, "lr": 0.002, "mask_rcnn/accuracy": 0.9246279853457318, "mask_rcnn/false_negative": 0.053703926893839266, "mask_rcnn/false_positive": 0.08361484787430273, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5638748969940934, "total_loss": 0.8520009571402625} {"data_time": 0.012101365500711836, "eta_seconds": 11892.792979184116, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.21053351573187415, "fast_rcnn/fg_cls_accuracy": 0.7430053499132447, "iteration": 249079, "loss_box_reg": 0.19336760451551527, "loss_cls": 0.16185347293503582, "loss_mask": 0.22384778317064047, "loss_rpn_cls": 0.019729351202840917, "loss_rpn_loc": 0.049038421537261456, "loss_sem_seg": 0.19035462220199406, "lr": 0.002, "mask_rcnn/accuracy": 0.9137838792335897, "mask_rcnn/false_negative": 0.07144517759696481, "mask_rcnn/false_positive": 0.09530608710993321, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5648527310113423, "total_loss": 0.8563241601896152} {"data_time": 0.012463752500480041, "eta_seconds": 11889.97040888766, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.23358232181761593, "fast_rcnn/fg_cls_accuracy": 0.748256749508314, "iteration": 249099, "loss_box_reg": 0.2083733727922663, "loss_cls": 0.14876811392605305, "loss_mask": 0.21372473472729325, "loss_rpn_cls": 0.026770111173391342, "loss_rpn_loc": 0.05983191975974478, "loss_sem_seg": 0.19467194168828428, "lr": 0.002, "mask_rcnn/accuracy": 0.9106155855199223, "mask_rcnn/false_negative": 0.08846915617631083, "mask_rcnn/false_positive": 0.08979624458278937, "roi_head/num_bg_samples": 428.5, "roi_head/num_fg_samples": 83.5, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.5750715579924872, "total_loss": 0.8286309202230768} {"data_time": 0.012714205498923548, "eta_seconds": 11876.396038587875, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.23584626755358462, "fast_rcnn/fg_cls_accuracy": 0.7057844361215148, "iteration": 249119, "loss_box_reg": 0.2037435327656567, "loss_cls": 0.1639792531495914, "loss_mask": 0.22074522078037262, "loss_rpn_cls": 0.02832337375730276, "loss_rpn_loc": 0.06657761277165264, "loss_sem_seg": 0.2222476825118065, "lr": 0.002, "mask_rcnn/accuracy": 0.8962263877808374, "mask_rcnn/false_negative": 0.09396433534922394, "mask_rcnn/false_positive": 0.09446242925171085, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5694590129860444, "total_loss": 0.9016933397542743} {"data_time": 0.014132693991996348, "eta_seconds": 11867.215573408233, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.20113122171945702, "fast_rcnn/fg_cls_accuracy": 0.7709992293860776, "iteration": 249139, "loss_box_reg": 0.2123974582646042, "loss_cls": 0.14362519781570882, "loss_mask": 0.20615668734535575, "loss_rpn_cls": 0.025100066763116047, "loss_rpn_loc": 0.05903437317465432, "loss_sem_seg": 0.19195805257186294, "lr": 0.002, "mask_rcnn/accuracy": 0.9077027602691637, "mask_rcnn/false_negative": 0.08622535893584612, "mask_rcnn/false_positive": 0.11589193152326022, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5592325074976543, "total_loss": 0.8749851544562262} {"data_time": 0.012398369493894279, "eta_seconds": 11864.843229113409, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.28324324324324324, "fast_rcnn/fg_cls_accuracy": 0.7047034047034046, "iteration": 249159, "loss_box_reg": 0.21002341504208744, "loss_cls": 0.16949220490641892, "loss_mask": 0.22488287556916475, "loss_rpn_cls": 0.026930016931146383, "loss_rpn_loc": 0.05999327183235437, "loss_sem_seg": 0.19815883855335414, "lr": 0.002, "mask_rcnn/accuracy": 0.8918443310115245, "mask_rcnn/false_negative": 0.09411854812267108, "mask_rcnn/false_positive": 0.1091711171631252, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5800473705021432, "total_loss": 0.8744294250827807} {"data_time": 0.012260930496267974, "eta_seconds": 11853.45716968333, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.23792231976589517, "fast_rcnn/fg_cls_accuracy": 0.7533275960986805, "iteration": 249179, "loss_box_reg": 0.21063515217974782, "loss_cls": 0.16145072551444173, "loss_mask": 0.23141363635659218, "loss_rpn_cls": 0.021260514684399823, "loss_rpn_loc": 0.053992983885109425, "loss_sem_seg": 0.21200705133378506, "lr": 0.002, "mask_rcnn/accuracy": 0.8974065483048057, "mask_rcnn/false_negative": 0.08543489386231515, "mask_rcnn/false_positive": 0.10983293402409515, "roi_head/num_bg_samples": 429.0, "roi_head/num_fg_samples": 83.0, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.5675380449974909, "total_loss": 0.9305544185699546} {"data_time": 0.012025784002617002, "eta_seconds": 11850.310739980472, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.25345849802371545, "fast_rcnn/fg_cls_accuracy": 0.7388888888888889, "iteration": 249199, "loss_box_reg": 0.20128481194842607, "loss_cls": 0.1497575615067035, "loss_mask": 0.2253644815646112, "loss_rpn_cls": 0.02428750822218717, "loss_rpn_loc": 0.04954286746215075, "loss_sem_seg": 0.21082940325140953, "lr": 0.002, "mask_rcnn/accuracy": 0.9002523165060562, "mask_rcnn/false_negative": 0.09178553049252215, "mask_rcnn/false_positive": 0.10675438028877499, "roi_head/num_bg_samples": 422.5, "roi_head/num_fg_samples": 89.5, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5766176405159058, "total_loss": 0.89441347290267} {"data_time": 0.013210094504756853, "eta_seconds": 11833.110328717099, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.22618447580645162, "fast_rcnn/fg_cls_accuracy": 0.7598240469208211, "iteration": 249219, "loss_box_reg": 0.2077104113996029, "loss_cls": 0.1628159437677823, "loss_mask": 0.22147918678820133, "loss_rpn_cls": 0.02968266067910008, "loss_rpn_loc": 0.06071449369119364, "loss_sem_seg": 0.20802784617990255, "lr": 0.002, "mask_rcnn/accuracy": 0.911511095915639, "mask_rcnn/false_negative": 0.07935015557823506, "mask_rcnn/false_positive": 0.09804249566483281, "roi_head/num_bg_samples": 429.5, "roi_head/num_fg_samples": 82.5, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5672770794917597, "total_loss": 0.8782479843648616} {"data_time": 0.012429690003045835, "eta_seconds": 11813.413870442237, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.24823963032236768, "fast_rcnn/fg_cls_accuracy": 0.7414115411725046, "iteration": 249239, "loss_box_reg": 0.19940766831859946, "loss_cls": 0.15220972069073468, "loss_mask": 0.2085122182033956, "loss_rpn_cls": 0.022783411952332244, "loss_rpn_loc": 0.058276675787055865, "loss_sem_seg": 0.21339738252572715, "lr": 0.002, "mask_rcnn/accuracy": 0.9076639572965457, "mask_rcnn/false_negative": 0.08123972490967062, "mask_rcnn/false_positive": 0.09110126342174814, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5655671834974783, "total_loss": 0.8586680910084397} {"data_time": 0.012883172501460649, "eta_seconds": 11808.754902850196, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.18974358974358974, "fast_rcnn/fg_cls_accuracy": 0.7697135416666667, "iteration": 249259, "loss_box_reg": 0.20496874069795012, "loss_cls": 0.16535555495647714, "loss_mask": 0.22450318560004234, "loss_rpn_cls": 0.02409237652318552, "loss_rpn_loc": 0.06372221407946199, "loss_sem_seg": 0.20802113227546215, "lr": 0.002, "mask_rcnn/accuracy": 0.9094936761112211, "mask_rcnn/false_negative": 0.07310631439899928, "mask_rcnn/false_positive": 0.09319068904095451, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.576055390003603, "total_loss": 0.8899478021412506} {"data_time": 0.012072489509591833, "eta_seconds": 11790.65309038262, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.2522018970189702, "fast_rcnn/fg_cls_accuracy": 0.7028611632270169, "iteration": 249279, "loss_box_reg": 0.19436515029519796, "loss_cls": 0.1422045761719346, "loss_mask": 0.22529907431453466, "loss_rpn_cls": 0.026835587748792022, "loss_rpn_loc": 0.056634088832652196, "loss_sem_seg": 0.17582789971493185, "lr": 0.002, "mask_rcnn/accuracy": 0.9051341519231615, "mask_rcnn/false_negative": 0.07131131911963969, "mask_rcnn/false_positive": 0.11208458787947861, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5704112344974419, "total_loss": 0.808625563615351} {"data_time": 0.012542981014121324, "eta_seconds": 11785.98116020934, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.20796035805626598, "fast_rcnn/fg_cls_accuracy": 0.7774476228847704, "iteration": 249299, "loss_box_reg": 0.20717535202857107, "loss_cls": 0.16368217044509947, "loss_mask": 0.21763851307332516, "loss_rpn_cls": 0.02029641540866578, "loss_rpn_loc": 0.059812094405060634, "loss_sem_seg": 0.20872404519468546, "lr": 0.002, "mask_rcnn/accuracy": 0.9098207609314912, "mask_rcnn/false_negative": 0.09003045372678431, "mask_rcnn/false_positive": 0.09483983783681264, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5606217089953134, "total_loss": 0.8764356283627421} {"data_time": 0.012585447999299504, "eta_seconds": 11774.594288888911, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.2265078637959994, "fast_rcnn/fg_cls_accuracy": 0.7452843798463591, "iteration": 249319, "loss_box_reg": 0.18970111780799925, "loss_cls": 0.14875162742100656, "loss_mask": 0.2115054395981133, "loss_rpn_cls": 0.020173693461401854, "loss_rpn_loc": 0.0623669212218374, "loss_sem_seg": 0.20588944060727954, "lr": 0.002, "mask_rcnn/accuracy": 0.9166912215835701, "mask_rcnn/false_negative": 0.08342743452990696, "mask_rcnn/false_positive": 0.09031106080129947, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 234.75, "rpn/num_pos_anchors": 21.25, "time": 0.587123163495562, "total_loss": 0.880355832639907} {"data_time": 0.011717278510332108, "eta_seconds": 11764.77996735595, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.20381924502688875, "fast_rcnn/fg_cls_accuracy": 0.7761186237143006, "iteration": 249339, "loss_box_reg": 0.1817409506184049, "loss_cls": 0.14883598359301686, "loss_mask": 0.21692930907011032, "loss_rpn_cls": 0.021415560514014942, "loss_rpn_loc": 0.0498657720090705, "loss_sem_seg": 0.2208409453742206, "lr": 0.002, "mask_rcnn/accuracy": 0.9085186664229554, "mask_rcnn/false_negative": 0.07762431217375686, "mask_rcnn/false_positive": 0.10412638528748065, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5602017964993138, "total_loss": 0.8535704368205188} {"data_time": 0.011682188996928744, "eta_seconds": 11751.820546248055, "fast_rcnn/cls_accuracy": 0.96240234375, "fast_rcnn/false_negative": 0.17345971563981044, "fast_rcnn/fg_cls_accuracy": 0.8099526066350711, "iteration": 249359, "loss_box_reg": 0.18852972984313965, "loss_cls": 0.1364858988672495, "loss_mask": 0.22061528358608484, "loss_rpn_cls": 0.0211950767397866, "loss_rpn_loc": 0.04698311834363267, "loss_sem_seg": 0.22332600480876863, "lr": 0.002, "mask_rcnn/accuracy": 0.9115907536198837, "mask_rcnn/false_negative": 0.09555026730902888, "mask_rcnn/false_positive": 0.07755875147467549, "roi_head/num_bg_samples": 456.75, "roi_head/num_fg_samples": 55.25, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5548264414974255, "total_loss": 0.8537714772392064} {"data_time": 0.012831859508878551, "eta_seconds": 11733.75114023358, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.21425495262704564, "fast_rcnn/fg_cls_accuracy": 0.7393108042635659, "iteration": 249379, "loss_box_reg": 0.2144148552324623, "loss_cls": 0.1581223253160715, "loss_mask": 0.2260938254185021, "loss_rpn_cls": 0.028212305514898617, "loss_rpn_loc": 0.06960965332109481, "loss_sem_seg": 0.19709748681634665, "lr": 0.002, "mask_rcnn/accuracy": 0.9064680614634613, "mask_rcnn/false_negative": 0.06566227322595444, "mask_rcnn/false_positive": 0.11919214582981927, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.575163783505559, "total_loss": 0.9084582229552325} {"data_time": 0.013153335996321402, "eta_seconds": 11719.309142791957, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.24112772473428212, "fast_rcnn/fg_cls_accuracy": 0.7430101203165969, "iteration": 249399, "loss_box_reg": 0.22442238451913, "loss_cls": 0.16816498572006822, "loss_mask": 0.22302123066037893, "loss_rpn_cls": 0.02608590009913314, "loss_rpn_loc": 0.05964138684794307, "loss_sem_seg": 0.1949659171514213, "lr": 0.002, "mask_rcnn/accuracy": 0.9032740655346889, "mask_rcnn/false_negative": 0.09474537886700587, "mask_rcnn/false_positive": 0.0989994499326044, "roi_head/num_bg_samples": 423.5, "roi_head/num_fg_samples": 88.5, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5679436855134554, "total_loss": 0.9005535375326872} {"data_time": 0.012444317995687015, "eta_seconds": 11717.65993228677, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.19665318957771788, "fast_rcnn/fg_cls_accuracy": 0.7768917839672557, "iteration": 249419, "loss_box_reg": 0.1996331810951233, "loss_cls": 0.16183427651412785, "loss_mask": 0.2265714993700385, "loss_rpn_cls": 0.02306857180519728, "loss_rpn_loc": 0.057450210908427835, "loss_sem_seg": 0.2320743235759437, "lr": 0.002, "mask_rcnn/accuracy": 0.9004738025347125, "mask_rcnn/false_negative": 0.09534697811376916, "mask_rcnn/false_positive": 0.10706569248635252, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.579457943997113, "total_loss": 0.8961495429775823} {"data_time": 0.011761274508899078, "eta_seconds": 11706.713066126336, "fast_rcnn/cls_accuracy": 0.9560546875, "fast_rcnn/false_negative": 0.23720829732065687, "fast_rcnn/fg_cls_accuracy": 0.7363572556588875, "iteration": 249439, "loss_box_reg": 0.20123965886887163, "loss_cls": 0.16375622706254944, "loss_mask": 0.22143562883138657, "loss_rpn_cls": 0.02607039517897647, "loss_rpn_loc": 0.05993064060021425, "loss_sem_seg": 0.20603611692786217, "lr": 0.002, "mask_rcnn/accuracy": 0.902698759359859, "mask_rcnn/false_negative": 0.08662500538091272, "mask_rcnn/false_positive": 0.08938988857571688, "roi_head/num_bg_samples": 457.25, "roi_head/num_fg_samples": 54.75, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.564625253493432, "total_loss": 0.8655227218605432} {"data_time": 0.013652152003487572, "eta_seconds": 11695.90791908084, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.24708946078431374, "fast_rcnn/fg_cls_accuracy": 0.6908069856521457, "iteration": 249459, "loss_box_reg": 0.20193655253387988, "loss_cls": 0.15697163296863437, "loss_mask": 0.21853103768080473, "loss_rpn_cls": 0.023199642848339863, "loss_rpn_loc": 0.05892955791205168, "loss_sem_seg": 0.1904123118147254, "lr": 0.002, "mask_rcnn/accuracy": 0.9061569940476191, "mask_rcnn/false_negative": 0.09800463978508461, "mask_rcnn/false_positive": 0.09262830907717767, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.569477070501307, "total_loss": 0.8286582587679732} {"data_time": 0.013575274992035702, "eta_seconds": 11683.938467485947, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.2669725608364151, "fast_rcnn/fg_cls_accuracy": 0.691510618862754, "iteration": 249479, "loss_box_reg": 0.20892802684102207, "loss_cls": 0.15886954846791923, "loss_mask": 0.22743525775149465, "loss_rpn_cls": 0.02190360884196707, "loss_rpn_loc": 0.050230387947522104, "loss_sem_seg": 0.19247231585904956, "lr": 0.002, "mask_rcnn/accuracy": 0.9151404096121207, "mask_rcnn/false_negative": 0.0818451020746356, "mask_rcnn/false_positive": 0.11901446151042758, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.58562411199091, "total_loss": 0.8667301394016249} {"data_time": 0.012265629004104994, "eta_seconds": 11682.596248082773, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.22337662337662337, "fast_rcnn/fg_cls_accuracy": 0.7578571428571428, "iteration": 249499, "loss_box_reg": 0.19217387586832047, "loss_cls": 0.1562035398092121, "loss_mask": 0.228403989225626, "loss_rpn_cls": 0.024891656255931593, "loss_rpn_loc": 0.05965735042991582, "loss_sem_seg": 0.21816464862786233, "lr": 0.002, "mask_rcnn/accuracy": 0.905560115350488, "mask_rcnn/false_negative": 0.08781730786973888, "mask_rcnn/false_positive": 0.1052114403264942, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5797757975233253, "total_loss": 0.8727163743315032} {"data_time": 0.013731916507822461, "eta_seconds": 11671.19914916264, "fast_rcnn/cls_accuracy": 0.966796875, "fast_rcnn/false_negative": 0.20878238936023846, "fast_rcnn/fg_cls_accuracy": 0.7763229430953245, "iteration": 249519, "loss_box_reg": 0.21646876959130168, "loss_cls": 0.16208655526861548, "loss_mask": 0.22126777842640877, "loss_rpn_cls": 0.023399843859806424, "loss_rpn_loc": 0.06963596516288817, "loss_sem_seg": 0.21757962182164192, "lr": 0.002, "mask_rcnn/accuracy": 0.911946801192387, "mask_rcnn/false_negative": 0.07237747181856949, "mask_rcnn/false_positive": 0.11533316543841352, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 240.5, "rpn/num_pos_anchors": 15.5, "time": 0.5694715405115858, "total_loss": 0.9602167733414717} {"data_time": 0.01292873700731434, "eta_seconds": 11659.152924838694, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.24407973621103118, "fast_rcnn/fg_cls_accuracy": 0.7133706033077102, "iteration": 249539, "loss_box_reg": 0.18944433622527868, "loss_cls": 0.15209481248166412, "loss_mask": 0.22192918742075562, "loss_rpn_cls": 0.022852978110677213, "loss_rpn_loc": 0.05727066867984831, "loss_sem_seg": 0.19367207866162062, "lr": 0.002, "mask_rcnn/accuracy": 0.897410350642739, "mask_rcnn/false_negative": 0.09484706277488777, "mask_rcnn/false_positive": 0.09781043872653661, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5761386054946342, "total_loss": 0.8568554937137378} {"data_time": 0.011604425017139874, "eta_seconds": 11643.532644817096, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.271087786259542, "fast_rcnn/fg_cls_accuracy": 0.7011200221238938, "iteration": 249559, "loss_box_reg": 0.17424764530733228, "loss_cls": 0.15334168542176485, "loss_mask": 0.22731805127114058, "loss_rpn_cls": 0.02287724445341155, "loss_rpn_loc": 0.059733237081672996, "loss_sem_seg": 0.19730905420146883, "lr": 0.002, "mask_rcnn/accuracy": 0.8941120079277313, "mask_rcnn/false_negative": 0.09680647710359828, "mask_rcnn/false_positive": 0.12309407915735716, "roi_head/num_bg_samples": 460.0, "roi_head/num_fg_samples": 52.0, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5708176985062892, "total_loss": 0.8437500075233402} {"data_time": 0.012387196489726193, "eta_seconds": 11639.001391039012, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.2815209884122477, "fast_rcnn/fg_cls_accuracy": 0.6835316268076753, "iteration": 249579, "loss_box_reg": 0.21951274550519884, "loss_cls": 0.16564305929932743, "loss_mask": 0.23543966095894575, "loss_rpn_cls": 0.025366720714373514, "loss_rpn_loc": 0.06760004913667217, "loss_sem_seg": 0.20501709240488708, "lr": 0.002, "mask_rcnn/accuracy": 0.8974397202117176, "mask_rcnn/false_negative": 0.09471512636502014, "mask_rcnn/false_positive": 0.13483916385479933, "roi_head/num_bg_samples": 429.0, "roi_head/num_fg_samples": 83.0, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.5748131419968558, "total_loss": 0.9103199997989577} {"data_time": 0.012946969000040554, "eta_seconds": 11624.49493081552, "fast_rcnn/cls_accuracy": 0.95849609375, "fast_rcnn/false_negative": 0.14068908941755537, "fast_rcnn/fg_cls_accuracy": 0.789551140544518, "iteration": 249599, "loss_box_reg": 0.20410872111096978, "loss_cls": 0.15749481925740838, "loss_mask": 0.22843442484736443, "loss_rpn_cls": 0.02581735682542785, "loss_rpn_loc": 0.07525534991873428, "loss_sem_seg": 0.18572932621464133, "lr": 0.002, "mask_rcnn/accuracy": 0.9319337243444386, "mask_rcnn/false_negative": 0.05980106718780792, "mask_rcnn/false_positive": 0.09286319800053991, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5693326350010466, "total_loss": 0.90332370622491} {"data_time": 0.012438484511221759, "eta_seconds": 11618.617234475401, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.2264910781343071, "fast_rcnn/fg_cls_accuracy": 0.7388524590163934, "iteration": 249619, "loss_box_reg": 0.20511676601017825, "loss_cls": 0.16641811886802316, "loss_mask": 0.21687654126435518, "loss_rpn_cls": 0.02600938154500909, "loss_rpn_loc": 0.05972722149454057, "loss_sem_seg": 0.19536881893873215, "lr": 0.002, "mask_rcnn/accuracy": 0.8999148626369156, "mask_rcnn/false_negative": 0.08488206265798146, "mask_rcnn/false_positive": 0.10055881143301024, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5788798649882665, "total_loss": 0.8977930637774989} {"data_time": 0.012644808492041193, "eta_seconds": 11603.122418293613, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.28005226480836237, "fast_rcnn/fg_cls_accuracy": 0.6936777920410784, "iteration": 249639, "loss_box_reg": 0.20713230734691024, "loss_cls": 0.1553888595663011, "loss_mask": 0.22092422633431852, "loss_rpn_cls": 0.024307450919877738, "loss_rpn_loc": 0.05593646803754382, "loss_sem_seg": 0.19440283766016364, "lr": 0.002, "mask_rcnn/accuracy": 0.899023081031193, "mask_rcnn/false_negative": 0.09909863649623535, "mask_rcnn/false_positive": 0.10420804956108104, "roi_head/num_bg_samples": 430.75, "roi_head/num_fg_samples": 81.25, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5626263474987354, "total_loss": 0.8725583778614237} {"data_time": 0.01190707049681805, "eta_seconds": 11582.540172909154, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.24659160539215685, "fast_rcnn/fg_cls_accuracy": 0.7397365196078431, "iteration": 249659, "loss_box_reg": 0.20507163600996137, "loss_cls": 0.1524636831600219, "loss_mask": 0.22035190369933844, "loss_rpn_cls": 0.023674796108025475, "loss_rpn_loc": 0.06685540424950887, "loss_sem_seg": 0.19549925159662962, "lr": 0.002, "mask_rcnn/accuracy": 0.8979392824202852, "mask_rcnn/false_negative": 0.09033912424742443, "mask_rcnn/false_positive": 0.11772403856899188, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5562313939881278, "total_loss": 0.8917408248235006} {"data_time": 0.012495695991674438, "eta_seconds": 11578.91091069566, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.1932769317540891, "fast_rcnn/fg_cls_accuracy": 0.7642011119168479, "iteration": 249679, "loss_box_reg": 0.2189360149204731, "loss_cls": 0.1587677567731589, "loss_mask": 0.22827624715864658, "loss_rpn_cls": 0.025543273955918266, "loss_rpn_loc": 0.07088739506434649, "loss_sem_seg": 0.2482999600470066, "lr": 0.002, "mask_rcnn/accuracy": 0.8978468024296622, "mask_rcnn/false_negative": 0.08922800565213429, "mask_rcnn/false_positive": 0.12384315482946236, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 204.5, "rpn/num_pos_anchors": 51.5, "time": 0.5713948409975274, "total_loss": 0.9436509064944403} {"data_time": 0.012823587487218902, "eta_seconds": 11563.786322705928, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.22670542635658913, "fast_rcnn/fg_cls_accuracy": 0.7685723514211886, "iteration": 249699, "loss_box_reg": 0.20319183124229312, "loss_cls": 0.15894424659200013, "loss_mask": 0.22420759685337543, "loss_rpn_cls": 0.022486070807644865, "loss_rpn_loc": 0.06037391307472717, "loss_sem_seg": 0.20547805074602365, "lr": 0.002, "mask_rcnn/accuracy": 0.9065957676777004, "mask_rcnn/false_negative": 0.08563570520841668, "mask_rcnn/false_positive": 0.09321796940813538, "roi_head/num_bg_samples": 428.75, "roi_head/num_fg_samples": 83.25, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5666413150029257, "total_loss": 0.872534372159862} {"data_time": 0.013009547998080961, "eta_seconds": 11557.53282085422, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.19785524764150944, "fast_rcnn/fg_cls_accuracy": 0.7743069993069993, "iteration": 249719, "loss_box_reg": 0.19850025791674852, "loss_cls": 0.1534260535845533, "loss_mask": 0.21688554901629686, "loss_rpn_cls": 0.02482062788476469, "loss_rpn_loc": 0.06309320093714632, "loss_sem_seg": 0.19407909526489675, "lr": 0.002, "mask_rcnn/accuracy": 0.9208979262844487, "mask_rcnn/false_negative": 0.0658353878566599, "mask_rcnn/false_positive": 0.0895025101936116, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5730997375067091, "total_loss": 0.8726575404634787} {"data_time": 0.013273265503812581, "eta_seconds": 11544.722895605766, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.2336647727272727, "fast_rcnn/fg_cls_accuracy": 0.7564351452401495, "iteration": 249739, "loss_box_reg": 0.19433773797936738, "loss_cls": 0.16183978784829378, "loss_mask": 0.22118347138166428, "loss_rpn_cls": 0.018546198152762372, "loss_rpn_loc": 0.05178413420799188, "loss_sem_seg": 0.20168777415528893, "lr": 0.002, "mask_rcnn/accuracy": 0.8994769214054292, "mask_rcnn/false_negative": 0.07666357596707486, "mask_rcnn/false_positive": 0.1209539365729299, "roi_head/num_bg_samples": 425.5, "roi_head/num_fg_samples": 86.5, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5658785390114645, "total_loss": 0.848578791556065} {"data_time": 0.01215758100443054, "eta_seconds": 11529.609327515427, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.3044481512371421, "fast_rcnn/fg_cls_accuracy": 0.6895864354676017, "iteration": 249759, "loss_box_reg": 0.1972932240460068, "loss_cls": 0.16010607162024826, "loss_mask": 0.22331887995824218, "loss_rpn_cls": 0.0246628444219823, "loss_rpn_loc": 0.06597567626158707, "loss_sem_seg": 0.19494312442839146, "lr": 0.002, "mask_rcnn/accuracy": 0.9142144844950968, "mask_rcnn/false_negative": 0.08180418370507811, "mask_rcnn/false_positive": 0.09590931793357237, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5663751459796913, "total_loss": 0.8870793565001804} {"data_time": 0.012967745002242737, "eta_seconds": 11525.010877439883, "fast_rcnn/cls_accuracy": 0.9658203125, "fast_rcnn/false_negative": 0.198130081300813, "fast_rcnn/fg_cls_accuracy": 0.7773333333333333, "iteration": 249779, "loss_box_reg": 0.17804052657447755, "loss_cls": 0.15690799010917544, "loss_mask": 0.22132286615669727, "loss_rpn_cls": 0.023129647863243008, "loss_rpn_loc": 0.050413707678671926, "loss_sem_seg": 0.1849726103246212, "lr": 0.002, "mask_rcnn/accuracy": 0.9090199237813332, "mask_rcnn/false_negative": 0.08830325487629273, "mask_rcnn/false_positive": 0.10460840648122041, "roi_head/num_bg_samples": 456.25, "roi_head/num_fg_samples": 55.75, "rpn/num_neg_anchors": 238.0, "rpn/num_pos_anchors": 18.0, "time": 0.5768408639996778, "total_loss": 0.8295996847300557} {"data_time": 0.01321210949390661, "eta_seconds": 11521.480216647862, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.17519509476031214, "fast_rcnn/fg_cls_accuracy": 0.7192866983009337, "iteration": 249799, "loss_box_reg": 0.20421832846477628, "loss_cls": 0.16121519193984568, "loss_mask": 0.22167782206088305, "loss_rpn_cls": 0.024596551433205605, "loss_rpn_loc": 0.055418829317204654, "loss_sem_seg": 0.21053864364512265, "lr": 0.002, "mask_rcnn/accuracy": 0.9071291208791209, "mask_rcnn/false_negative": 0.07777222515072743, "mask_rcnn/false_positive": 0.09318079462012073, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5681660054979147, "total_loss": 0.9138240865140688} {"data_time": 0.01283300100476481, "eta_seconds": 11508.728906847988, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.24845679012345678, "fast_rcnn/fg_cls_accuracy": 0.7196237507348618, "iteration": 249819, "loss_box_reg": 0.22614847123622894, "loss_cls": 0.1676067567896098, "loss_mask": 0.22141437092795968, "loss_rpn_cls": 0.021793929608520557, "loss_rpn_loc": 0.06065452261827886, "loss_sem_seg": 0.2101517920382321, "lr": 0.002, "mask_rcnn/accuracy": 0.9008500909866639, "mask_rcnn/false_negative": 0.08691528254839302, "mask_rcnn/false_positive": 0.09704492177089816, "roi_head/num_bg_samples": 430.5, "roi_head/num_fg_samples": 81.5, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5690011644765036, "total_loss": 0.8965890145809681} {"data_time": 0.012694526492850855, "eta_seconds": 11497.323397798042, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.25709564800255846, "fast_rcnn/fg_cls_accuracy": 0.736187526768359, "iteration": 249839, "loss_box_reg": 0.2066375610884279, "loss_cls": 0.17939306807238609, "loss_mask": 0.22369819274172187, "loss_rpn_cls": 0.024237217901827535, "loss_rpn_loc": 0.05699151026783511, "loss_sem_seg": 0.2103877521585673, "lr": 0.002, "mask_rcnn/accuracy": 0.9024855638991871, "mask_rcnn/false_negative": 0.09052289965578911, "mask_rcnn/false_positive": 0.11106258850832301, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5689166825177381, "total_loss": 0.9372160356469976} {"data_time": 0.01168441100162454, "eta_seconds": 11484.158330684586, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.20964285714285713, "fast_rcnn/fg_cls_accuracy": 0.7729807112718505, "iteration": 249859, "loss_box_reg": 0.21254866104573011, "loss_cls": 0.1709466995089315, "loss_mask": 0.22398371901363134, "loss_rpn_cls": 0.02918427516488009, "loss_rpn_loc": 0.07185493627912365, "loss_sem_seg": 0.22680293815210462, "lr": 0.002, "mask_rcnn/accuracy": 0.8943592697624956, "mask_rcnn/false_negative": 0.08527955260053038, "mask_rcnn/false_positive": 0.10784811593618487, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5629905589885311, "total_loss": 0.9493069856398506} {"data_time": 0.012746163498377427, "eta_seconds": 11483.355690071883, "fast_rcnn/cls_accuracy": 0.9609375, "fast_rcnn/false_negative": 0.23354853324272284, "fast_rcnn/fg_cls_accuracy": 0.7483690112130479, "iteration": 249879, "loss_box_reg": 0.21556911920197308, "loss_cls": 0.16581226489506662, "loss_mask": 0.2282932810485363, "loss_rpn_cls": 0.023656846497033257, "loss_rpn_loc": 0.06394331518822582, "loss_sem_seg": 0.2146806800737977, "lr": 0.002, "mask_rcnn/accuracy": 0.9137960705025312, "mask_rcnn/false_negative": 0.060612753998537536, "mask_rcnn/false_positive": 0.10333559092254975, "roi_head/num_bg_samples": 459.75, "roi_head/num_fg_samples": 52.25, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.5799587539950153, "total_loss": 0.9265503865317442} {"data_time": 0.013701202493393794, "eta_seconds": 11474.963003122859, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.22575757575757577, "fast_rcnn/fg_cls_accuracy": 0.7291203649549656, "iteration": 249899, "loss_box_reg": 0.20038133871275932, "loss_cls": 0.1677689275238663, "loss_mask": 0.22138288570567966, "loss_rpn_cls": 0.027725059699150734, "loss_rpn_loc": 0.06306856567971408, "loss_sem_seg": 0.21749795600771904, "lr": 0.002, "mask_rcnn/accuracy": 0.8998597206739839, "mask_rcnn/false_negative": 0.08285673019071053, "mask_rcnn/false_positive": 0.12126681187531813, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5678060295176692, "total_loss": 0.8819787384745723} {"data_time": 0.012967118993401527, "eta_seconds": 11453.912099286797, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.24896496815286626, "fast_rcnn/fg_cls_accuracy": 0.7402639201802381, "iteration": 249919, "loss_box_reg": 0.20656879676971585, "loss_cls": 0.17386392410844564, "loss_mask": 0.22477488406002522, "loss_rpn_cls": 0.02708008985791821, "loss_rpn_loc": 0.07460990833351389, "loss_sem_seg": 0.2383803155971691, "lr": 0.002, "mask_rcnn/accuracy": 0.9087825696316263, "mask_rcnn/false_negative": 0.0907694575685194, "mask_rcnn/false_positive": 0.11460227547760402, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5637141935148975, "total_loss": 0.9441622090671444} {"data_time": 0.013057786505669355, "eta_seconds": 11442.504388416535, "fast_rcnn/cls_accuracy": 0.96240234375, "fast_rcnn/false_negative": 0.16585820895522388, "fast_rcnn/fg_cls_accuracy": 0.8136433270253222, "iteration": 249939, "loss_box_reg": 0.20853329822421074, "loss_cls": 0.16311366530135274, "loss_mask": 0.216676265001297, "loss_rpn_cls": 0.02269918890669942, "loss_rpn_loc": 0.05861957819433883, "loss_sem_seg": 0.19530709879472852, "lr": 0.002, "mask_rcnn/accuracy": 0.9114118916797488, "mask_rcnn/false_negative": 0.061962277752244194, "mask_rcnn/false_positive": 0.0858504300125405, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5754611050069798, "total_loss": 0.8714477588619047} {"data_time": 0.012119807506678626, "eta_seconds": 11432.890617342899, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.24475694023518002, "fast_rcnn/fg_cls_accuracy": 0.7278565630520938, "iteration": 249959, "loss_box_reg": 0.21803850401192904, "loss_cls": 0.15621922886930406, "loss_mask": 0.22653875406831503, "loss_rpn_cls": 0.022831391950603575, "loss_rpn_loc": 0.059056735306512564, "loss_sem_seg": 0.19865771918557584, "lr": 0.002, "mask_rcnn/accuracy": 0.8998210061268097, "mask_rcnn/false_negative": 0.08377532377998237, "mask_rcnn/false_positive": 0.10815318098872724, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5661315105098765, "total_loss": 0.8901378321170341} {"data_time": 0.010867800505366176, "eta_seconds": 11422.919875199746, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.2798581696829675, "fast_rcnn/fg_cls_accuracy": 0.6990959119496856, "iteration": 249979, "loss_box_reg": 0.21400959370657802, "loss_cls": 0.16510976222343743, "loss_mask": 0.23159350082278252, "loss_rpn_cls": 0.023991165107872803, "loss_rpn_loc": 0.06901258951984346, "loss_sem_seg": 0.2254750393331051, "lr": 0.002, "mask_rcnn/accuracy": 0.8864583458678282, "mask_rcnn/false_negative": 0.08427691880507213, "mask_rcnn/false_positive": 0.15906897833763403, "roi_head/num_bg_samples": 431.0, "roi_head/num_fg_samples": 81.0, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.5721442844951525, "total_loss": 0.9223132561746752} {"data_time": 0.011600402503972873, "eta_seconds": 11409.068195205415, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.2850140056022409, "fast_rcnn/fg_cls_accuracy": 0.6934972677595628, "iteration": 249999, "loss_box_reg": 0.2073113676160574, "loss_cls": 0.15769417490810156, "loss_mask": 0.2243654583580792, "loss_rpn_cls": 0.0245779080723878, "loss_rpn_loc": 0.06128029359388165, "loss_sem_seg": 0.2294667884707451, "lr": 0.002, "mask_rcnn/accuracy": 0.9077690428689462, "mask_rcnn/false_negative": 0.08834470536311156, "mask_rcnn/false_positive": 0.11371542814204721, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5754248820012435, "total_loss": 0.8946550720138475} {"data_time": 0.012879444504505955, "eta_seconds": 11397.659697435098, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.22449500102019998, "fast_rcnn/fg_cls_accuracy": 0.732258064516129, "iteration": 250019, "loss_box_reg": 0.20599237037822604, "loss_cls": 0.16577114816755056, "loss_mask": 0.22879932262003422, "loss_rpn_cls": 0.02014878820045851, "loss_rpn_loc": 0.055081654514651746, "loss_sem_seg": 0.2026579196099192, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9035793755371971, "mask_rcnn/false_negative": 0.0735213122512739, "mask_rcnn/false_positive": 0.12208578887383476, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5758223439916037, "total_loss": 0.901633154891897} {"data_time": 0.011500198001158424, "eta_seconds": 11385.465834065224, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.26928035630567276, "fast_rcnn/fg_cls_accuracy": 0.696737829838151, "iteration": 250039, "loss_box_reg": 0.20157596934586763, "loss_cls": 0.1502956806216389, "loss_mask": 0.22170139709487557, "loss_rpn_cls": 0.027480394259328023, "loss_rpn_loc": 0.05667483856086619, "loss_sem_seg": 0.2144667594693601, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9039083059605448, "mask_rcnn/false_negative": 0.08241362128114166, "mask_rcnn/false_positive": 0.10116917587412684, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5708740940171992, "total_loss": 0.8796282233925012} {"data_time": 0.012494909489760175, "eta_seconds": 11384.630950628649, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.2464574898785425, "fast_rcnn/fg_cls_accuracy": 0.7415623136553369, "iteration": 250059, "loss_box_reg": 0.21446854202076793, "loss_cls": 0.16841235850006342, "loss_mask": 0.22676428221166134, "loss_rpn_cls": 0.02715987028204836, "loss_rpn_loc": 0.061539372138213366, "loss_sem_seg": 0.19183376897126436, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9025552721088435, "mask_rcnn/false_negative": 0.08489137367880648, "mask_rcnn/false_positive": 0.10913613662344179, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 0.5857880309922621, "total_loss": 0.8922071587167011} {"data_time": 0.012924760987516493, "eta_seconds": 11379.719870281493, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.24691027926322046, "fast_rcnn/fg_cls_accuracy": 0.7357100415923945, "iteration": 250079, "loss_box_reg": 0.21507124416530132, "loss_cls": 0.16942325787385926, "loss_mask": 0.2307360041886568, "loss_rpn_cls": 0.02682878711493686, "loss_rpn_loc": 0.06623394938651472, "loss_sem_seg": 0.23136325599625707, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8990023270120631, "mask_rcnn/false_negative": 0.0820715319983979, "mask_rcnn/false_positive": 0.1443402701605624, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 0.5752367965033045, "total_loss": 0.9409689540188992} {"data_time": 0.011408684993511997, "eta_seconds": 11364.311379335442, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.3030596664317594, "fast_rcnn/fg_cls_accuracy": 0.6831043352782483, "iteration": 250099, "loss_box_reg": 0.18773532146587968, "loss_cls": 0.150769455707632, "loss_mask": 0.22788292448967695, "loss_rpn_cls": 0.026216246689727996, "loss_rpn_loc": 0.062046993713011034, "loss_sem_seg": 0.1989141486119479, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9052674363761615, "mask_rcnn/false_negative": 0.07630194170515078, "mask_rcnn/false_positive": 0.10302813554840276, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 208.25, "rpn/num_pos_anchors": 47.75, "time": 0.576602669490967, "total_loss": 0.8723944887024118} {"data_time": 0.012524546997155994, "eta_seconds": 11347.387464185551, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.24756174296051597, "fast_rcnn/fg_cls_accuracy": 0.7154771034180543, "iteration": 250119, "loss_box_reg": 0.20671164197847247, "loss_cls": 0.1570874844910577, "loss_mask": 0.2288061771541834, "loss_rpn_cls": 0.02365186478709802, "loss_rpn_loc": 0.06866038928274065, "loss_sem_seg": 0.20055873738601804, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9008823328905233, "mask_rcnn/false_negative": 0.07952480961481859, "mask_rcnn/false_positive": 0.1237242867212755, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5615316154871834, "total_loss": 0.8770405437244335} {"data_time": 0.012238811003044248, "eta_seconds": 11349.811062174034, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.23443034846362962, "fast_rcnn/fg_cls_accuracy": 0.7457161584319111, "iteration": 250139, "loss_box_reg": 0.20963743631727993, "loss_cls": 0.1720709092915058, "loss_mask": 0.23025078605860472, "loss_rpn_cls": 0.027221371077757794, "loss_rpn_loc": 0.06926177314016968, "loss_sem_seg": 0.20962472166866064, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9027853007641413, "mask_rcnn/false_negative": 0.0871548582337516, "mask_rcnn/false_positive": 0.1134150618584171, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5768192649848061, "total_loss": 0.9079117317160126} {"data_time": 0.012448016001144424, "eta_seconds": 11324.556847085434, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.27049901463963966, "fast_rcnn/fg_cls_accuracy": 0.7026647966339411, "iteration": 250159, "loss_box_reg": 0.22570261848159134, "loss_cls": 0.16436445713043213, "loss_mask": 0.2259196015074849, "loss_rpn_cls": 0.029063751455396414, "loss_rpn_loc": 0.06761221401393414, "loss_sem_seg": 0.20578040764667094, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8908541543804803, "mask_rcnn/false_negative": 0.09388424923332878, "mask_rcnn/false_positive": 0.1064142429459413, "roi_head/num_bg_samples": 458.5, "roi_head/num_fg_samples": 53.5, "rpn/num_neg_anchors": 207.5, "rpn/num_pos_anchors": 48.5, "time": 0.560130557991215, "total_loss": 0.9488567149674054} {"data_time": 0.013095371483359486, "eta_seconds": 11311.04826260943, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.24184873949579833, "fast_rcnn/fg_cls_accuracy": 0.7483333333333333, "iteration": 250179, "loss_box_reg": 0.18405814236029983, "loss_cls": 0.1616656258702278, "loss_mask": 0.20821108343079686, "loss_rpn_cls": 0.021389152912888676, "loss_rpn_loc": 0.052135382386040874, "loss_sem_seg": 0.2111471905373037, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9059914810920127, "mask_rcnn/false_negative": 0.0911836722034364, "mask_rcnn/false_positive": 0.10654016270637423, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5629207369929645, "total_loss": 0.8576463665594929} {"data_time": 0.013148861995432526, "eta_seconds": 11294.983217502246, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.24390243902439024, "fast_rcnn/fg_cls_accuracy": 0.7333918642083699, "iteration": 250199, "loss_box_reg": 0.20053789508529007, "loss_cls": 0.14541040686890483, "loss_mask": 0.22255164105445147, "loss_rpn_cls": 0.021677911086953827, "loss_rpn_loc": 0.05267424289195333, "loss_sem_seg": 0.19277269253507257, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9074363636097378, "mask_rcnn/false_negative": 0.08178268637104172, "mask_rcnn/false_positive": 0.11415587673150754, "roi_head/num_bg_samples": 428.25, "roi_head/num_fg_samples": 83.75, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5568655410170322, "total_loss": 0.8526192272111075} {"data_time": 0.012219511001603678, "eta_seconds": 11283.574719731929, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.2817988064791134, "fast_rcnn/fg_cls_accuracy": 0.6759259259259259, "iteration": 250219, "loss_box_reg": 0.20136418053880334, "loss_cls": 0.15643377893138677, "loss_mask": 0.2229706891812384, "loss_rpn_cls": 0.02690479395459988, "loss_rpn_loc": 0.05943616607692093, "loss_sem_seg": 0.2109752083197236, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8858234999002477, "mask_rcnn/false_negative": 0.10052914849572536, "mask_rcnn/false_positive": 0.10644347198631182, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.5594350954925176, "total_loss": 0.9330405659693497} {"data_time": 0.012137266487115994, "eta_seconds": 11273.157601382816, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.22053775743707094, "fast_rcnn/fg_cls_accuracy": 0.7537878787878788, "iteration": 250239, "loss_box_reg": 0.2145709430333227, "loss_cls": 0.1586124124005437, "loss_mask": 0.23368974728509784, "loss_rpn_cls": 0.023227557496284135, "loss_rpn_loc": 0.055840420071035624, "loss_sem_seg": 0.21425904938951135, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9054593768366334, "mask_rcnn/false_negative": 0.08207110464038392, "mask_rcnn/false_positive": 0.10331039871412503, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5668828229827341, "total_loss": 0.8873824193433393} {"data_time": 0.012494275491917506, "eta_seconds": 11256.95250801793, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.29140319180969587, "fast_rcnn/fg_cls_accuracy": 0.6886592668321894, "iteration": 250259, "loss_box_reg": 0.19234004151076078, "loss_cls": 0.14648736151866615, "loss_mask": 0.22273820987902582, "loss_rpn_cls": 0.02248694845184218, "loss_rpn_loc": 0.05608833656879142, "loss_sem_seg": 0.20633200505108107, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8909809999450792, "mask_rcnn/false_negative": 0.091918704013046, "mask_rcnn/false_positive": 0.1227717107721876, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5589032604912063, "total_loss": 0.859897701870068} {"data_time": 0.013485057992511429, "eta_seconds": 11240.034593442062, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.28349769888231424, "fast_rcnn/fg_cls_accuracy": 0.7004901960784313, "iteration": 250279, "loss_box_reg": 0.20386203983798623, "loss_cls": 0.16663905163295567, "loss_mask": 0.20971054397523403, "loss_rpn_cls": 0.025103527361352462, "loss_rpn_loc": 0.05462326476117596, "loss_sem_seg": 0.21062273276038468, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9128622803287982, "mask_rcnn/false_negative": 0.09432007432600667, "mask_rcnn/false_positive": 0.10616539630089922, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.562013395014219, "total_loss": 0.8834838083712384} {"data_time": 0.012291120990994386, "eta_seconds": 11228.63554208215, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.2276840806252571, "fast_rcnn/fg_cls_accuracy": 0.7642945290004114, "iteration": 250299, "loss_box_reg": 0.19664688548073173, "loss_cls": 0.16187245212495327, "loss_mask": 0.21731375250965357, "loss_rpn_cls": 0.020889254970825277, "loss_rpn_loc": 0.06397872437082697, "loss_sem_seg": 0.2154390721116215, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9248599148186922, "mask_rcnn/false_negative": 0.07648702240238482, "mask_rcnn/false_positive": 0.08919370696175197, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5628319794777781, "total_loss": 0.8737652385780166} {"data_time": 0.013277979494887404, "eta_seconds": 11222.738580127698, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.2806733630952381, "fast_rcnn/fg_cls_accuracy": 0.7044480846774194, "iteration": 250319, "loss_box_reg": 0.20437507727183402, "loss_cls": 0.1662212465889752, "loss_mask": 0.21779220597818494, "loss_rpn_cls": 0.02277529059938388, "loss_rpn_loc": 0.056681527697946876, "loss_sem_seg": 0.21866280608810484, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9051383217097323, "mask_rcnn/false_negative": 0.09121322597232269, "mask_rcnn/false_positive": 0.12203343409669148, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5803884864872089, "total_loss": 0.8993105290428502} {"data_time": 0.01296881701273378, "eta_seconds": 11205.837439362323, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.25863991081382387, "fast_rcnn/fg_cls_accuracy": 0.7165903890160183, "iteration": 250339, "loss_box_reg": 0.17780932236928493, "loss_cls": 0.1396006228751503, "loss_mask": 0.20632771775126457, "loss_rpn_cls": 0.01983412535446405, "loss_rpn_loc": 0.04983013405581005, "loss_sem_seg": 0.22627829853445292, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8887119751142478, "mask_rcnn/false_negative": 0.09584894278733111, "mask_rcnn/false_positive": 0.11769781255402365, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5531165189895546, "total_loss": 0.8155465468225884} {"data_time": 0.013230857512098737, "eta_seconds": 11202.088655768559, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.26203377902885294, "fast_rcnn/fg_cls_accuracy": 0.7098128190584232, "iteration": 250359, "loss_box_reg": 0.20854458375833929, "loss_cls": 0.1663033775985241, "loss_mask": 0.22225423762574792, "loss_rpn_cls": 0.02239104419322757, "loss_rpn_loc": 0.05537289084168151, "loss_sem_seg": 0.21016489854082465, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8936480477607709, "mask_rcnn/false_negative": 0.10583082447672007, "mask_rcnn/false_positive": 0.11599245805947814, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5663500264927279, "total_loss": 0.9032369413325796} {"data_time": 0.012083730995072983, "eta_seconds": 11178.696512723647, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.22327553353658536, "fast_rcnn/fg_cls_accuracy": 0.7767244664634146, "iteration": 250379, "loss_box_reg": 0.2066725476179272, "loss_cls": 0.16529086884111166, "loss_mask": 0.22667196858674288, "loss_rpn_cls": 0.027465123814181425, "loss_rpn_loc": 0.06769448315026239, "loss_sem_seg": 0.19298387598246336, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9026208234818318, "mask_rcnn/false_negative": 0.08850347235193431, "mask_rcnn/false_positive": 0.09831332096822509, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.5658259814954363, "total_loss": 0.9089677682338788} {"data_time": 0.012322669485001825, "eta_seconds": 11169.160131502198, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.26474201474201475, "fast_rcnn/fg_cls_accuracy": 0.7272727272727273, "iteration": 250399, "loss_box_reg": 0.18634813814423978, "loss_cls": 0.15464920457452536, "loss_mask": 0.21267347037792206, "loss_rpn_cls": 0.01952889236417832, "loss_rpn_loc": 0.0506491759151686, "loss_sem_seg": 0.19261402520351112, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9189224569628704, "mask_rcnn/false_negative": 0.075865893759954, "mask_rcnn/false_positive": 0.08501726605137325, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5698582905024523, "total_loss": 0.8532294852921041} {"data_time": 0.012394126504659653, "eta_seconds": 11146.496938719109, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.25745024206562667, "fast_rcnn/fg_cls_accuracy": 0.7327726103304968, "iteration": 250419, "loss_box_reg": 0.19997335132211447, "loss_cls": 0.15076316031627357, "loss_mask": 0.21476318733766675, "loss_rpn_cls": 0.022072837105952203, "loss_rpn_loc": 0.06063229448045604, "loss_sem_seg": 0.22504683723673224, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9012726776052407, "mask_rcnn/false_negative": 0.07513847952428433, "mask_rcnn/false_positive": 0.11317292715489506, "roi_head/num_bg_samples": 430.0, "roi_head/num_fg_samples": 82.0, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.568572910502553, "total_loss": 0.8518491768936656} {"data_time": 0.011998727495665662, "eta_seconds": 11138.124055769513, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.2841717791411043, "fast_rcnn/fg_cls_accuracy": 0.7004572513156759, "iteration": 250439, "loss_box_reg": 0.21287781349383295, "loss_cls": 0.1790904887020588, "loss_mask": 0.227569499053061, "loss_rpn_cls": 0.024888559677492594, "loss_rpn_loc": 0.060783318418543786, "loss_sem_seg": 0.19847998674958944, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9145847529133067, "mask_rcnn/false_negative": 0.07913060427614516, "mask_rcnn/false_positive": 0.09378574785092161, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5743279344897019, "total_loss": 0.9191654362948611} {"data_time": 0.013165220501832664, "eta_seconds": 11129.76104637186, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.2391601907453197, "fast_rcnn/fg_cls_accuracy": 0.7301580149002644, "iteration": 250459, "loss_box_reg": 0.19503581151366234, "loss_cls": 0.14729497279040515, "loss_mask": 0.21370213851332664, "loss_rpn_cls": 0.023224109623697586, "loss_rpn_loc": 0.05948571814224124, "loss_sem_seg": 0.19809816731140018, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9046422382686627, "mask_rcnn/false_negative": 0.09184975143685276, "mask_rcnn/false_positive": 0.12040915130889887, "roi_head/num_bg_samples": 432.75, "roi_head/num_fg_samples": 79.25, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5725662829790963, "total_loss": 0.8455887670133961} {"data_time": 0.013540895510232076, "eta_seconds": 11109.968663347463, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.24451470729136726, "fast_rcnn/fg_cls_accuracy": 0.7490369641832637, "iteration": 250479, "loss_box_reg": 0.1857254731003195, "loss_cls": 0.1468448129016906, "loss_mask": 0.2219270239584148, "loss_rpn_cls": 0.020927974717778852, "loss_rpn_loc": 0.058206172921927646, "loss_sem_seg": 0.24302242742851377, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9057720639163755, "mask_rcnn/false_negative": 0.0956690632870231, "mask_rcnn/false_positive": 0.09313288120917615, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5568407580140047, "total_loss": 0.8823664023038873} {"data_time": 0.012275514003704302, "eta_seconds": 11088.64715324968, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.24460034013605442, "fast_rcnn/fg_cls_accuracy": 0.6712573099415204, "iteration": 250499, "loss_box_reg": 0.2121502528898418, "loss_cls": 0.1609012510161847, "loss_mask": 0.22734815627336502, "loss_rpn_cls": 0.024270793452160433, "loss_rpn_loc": 0.06658767635235563, "loss_sem_seg": 0.20258882199414074, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9044027879008746, "mask_rcnn/false_negative": 0.06704251800688768, "mask_rcnn/false_positive": 0.10426597742657519, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5632398479938274, "total_loss": 0.8936943511507707} {"data_time": 0.012007686993456446, "eta_seconds": 11073.958095819995, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.2091494278169014, "fast_rcnn/fg_cls_accuracy": 0.7795138888888888, "iteration": 250519, "loss_box_reg": 0.19541457790182903, "loss_cls": 0.15757720702094957, "loss_mask": 0.22791301785036922, "loss_rpn_cls": 0.022548069595359266, "loss_rpn_loc": 0.0606959561991971, "loss_sem_seg": 0.2087552349548787, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9139299128146767, "mask_rcnn/false_negative": 0.08444435056436292, "mask_rcnn/false_positive": 0.1002340305683206, "roi_head/num_bg_samples": 430.75, "roi_head/num_fg_samples": 81.25, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5643597964954097, "total_loss": 0.8869795667415019} {"data_time": 0.012754902490996756, "eta_seconds": 11050.971674002387, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.21517186017660367, "fast_rcnn/fg_cls_accuracy": 0.7529231995748074, "iteration": 250539, "loss_box_reg": 0.19403717294335365, "loss_cls": 0.15481181698851287, "loss_mask": 0.2201059008948505, "loss_rpn_cls": 0.024192149699956644, "loss_rpn_loc": 0.05344705187599175, "loss_sem_seg": 0.19960568891838193, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9113556548131672, "mask_rcnn/false_negative": 0.08331454979742944, "mask_rcnn/false_positive": 0.09694351866720588, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5547288870002376, "total_loss": 0.8632777082257235} {"data_time": 0.012948397008585744, "eta_seconds": 11039.614629992313, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.21690220463538723, "fast_rcnn/fg_cls_accuracy": 0.7577861163227018, "iteration": 250559, "loss_box_reg": 0.2007218161597848, "loss_cls": 0.16805958817712963, "loss_mask": 0.2202402399852872, "loss_rpn_cls": 0.0301809975226206, "loss_rpn_loc": 0.07271646341541782, "loss_sem_seg": 0.21113938512280583, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9028834894613583, "mask_rcnn/false_negative": 0.08592457808991462, "mask_rcnn/false_positive": 0.11266298903512231, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5661765869881492, "total_loss": 0.9067500112669222} {"data_time": 0.0127628089976497, "eta_seconds": 11024.906191650545, "fast_rcnn/cls_accuracy": 0.96337890625, "fast_rcnn/false_negative": 0.20993589743589744, "fast_rcnn/fg_cls_accuracy": 0.7818627450980392, "iteration": 250579, "loss_box_reg": 0.1807497675763443, "loss_cls": 0.14185279607772827, "loss_mask": 0.21087455423548818, "loss_rpn_cls": 0.02046741163212573, "loss_rpn_loc": 0.05384698967100121, "loss_sem_seg": 0.19882673677057028, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9200060328185329, "mask_rcnn/false_negative": 0.05590196623287882, "mask_rcnn/false_positive": 0.09770743798338971, "roi_head/num_bg_samples": 461.5, "roi_head/num_fg_samples": 50.5, "rpn/num_neg_anchors": 235.75, "rpn/num_pos_anchors": 20.25, "time": 0.5652815814974019, "total_loss": 0.8182352848234586} {"data_time": 0.01331046799896285, "eta_seconds": 11013.276124972399, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.19, "fast_rcnn/fg_cls_accuracy": 0.7691458026509572, "iteration": 250599, "loss_box_reg": 0.20179234654642642, "loss_cls": 0.1608432033099234, "loss_mask": 0.22401904966682196, "loss_rpn_cls": 0.023032544922898524, "loss_rpn_loc": 0.0486130680073984, "loss_sem_seg": 0.22621622867882252, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9016773751426036, "mask_rcnn/false_negative": 0.09437210912612788, "mask_rcnn/false_positive": 0.10518673514765203, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5692448615009198, "total_loss": 0.8774946846533567} {"data_time": 0.012851399500505067, "eta_seconds": 10994.574762591903, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.274309066397034, "fast_rcnn/fg_cls_accuracy": 0.7073170731707317, "iteration": 250619, "loss_box_reg": 0.20969891268759966, "loss_cls": 0.17054717568680644, "loss_mask": 0.2270844830200076, "loss_rpn_cls": 0.025910674419719726, "loss_rpn_loc": 0.06705876463092864, "loss_sem_seg": 0.1991940150037408, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8936892402309762, "mask_rcnn/false_negative": 0.07932292963587, "mask_rcnn/false_positive": 0.12138367851595071, "roi_head/num_bg_samples": 430.0, "roi_head/num_fg_samples": 82.0, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5674431949883001, "total_loss": 0.904909206656157} {"data_time": 0.012791846005711704, "eta_seconds": 10983.229037642115, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.23499505719531139, "fast_rcnn/fg_cls_accuracy": 0.7335678077120237, "iteration": 250639, "loss_box_reg": 0.20846034586429596, "loss_cls": 0.15527408616617322, "loss_mask": 0.21066662017256021, "loss_rpn_cls": 0.021894194345804863, "loss_rpn_loc": 0.053437942697200924, "loss_sem_seg": 0.19082127837464213, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9063026789386674, "mask_rcnn/false_negative": 0.09366157797993535, "mask_rcnn/false_positive": 0.09732611569056905, "roi_head/num_bg_samples": 429.0, "roi_head/num_fg_samples": 83.0, "rpn/num_neg_anchors": 203.0, "rpn/num_pos_anchors": 53.0, "time": 0.5660028560087085, "total_loss": 0.841217774528559} {"data_time": 0.011622922000242397, "eta_seconds": 10975.399264764405, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.20243317690267293, "fast_rcnn/fg_cls_accuracy": 0.7481884057971014, "iteration": 250659, "loss_box_reg": 0.19822497852146626, "loss_cls": 0.15673758601769805, "loss_mask": 0.22238977998495102, "loss_rpn_cls": 0.023030230742733693, "loss_rpn_loc": 0.054899564071092755, "loss_sem_seg": 0.24662812566384673, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9155325006256683, "mask_rcnn/false_negative": 0.06712504788358166, "mask_rcnn/false_positive": 0.10649946838414617, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5664389095036313, "total_loss": 0.8953939029524918} {"data_time": 0.01246839200030081, "eta_seconds": 10968.882192405115, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.265841509999251, "fast_rcnn/fg_cls_accuracy": 0.7200571311977148, "iteration": 250679, "loss_box_reg": 0.20047458226326853, "loss_cls": 0.167148744687438, "loss_mask": 0.21400145255029202, "loss_rpn_cls": 0.023734570931992494, "loss_rpn_loc": 0.06305771763436496, "loss_sem_seg": 0.20365026779472828, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9087448293119331, "mask_rcnn/false_negative": 0.08849463523484383, "mask_rcnn/false_positive": 0.11482119608632285, "roi_head/num_bg_samples": 426.75, "roi_head/num_fg_samples": 85.25, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.5770601535041351, "total_loss": 0.8928659158482333} {"data_time": 0.012531701984698884, "eta_seconds": 10957.527829595318, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.26193210606316497, "fast_rcnn/fg_cls_accuracy": 0.7170433145009416, "iteration": 250699, "loss_box_reg": 0.2062087869271636, "loss_cls": 0.15833291527815163, "loss_mask": 0.22980712074786425, "loss_rpn_cls": 0.024090294935376733, "loss_rpn_loc": 0.05745413474505767, "loss_sem_seg": 0.19909326708875597, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9085987324617347, "mask_rcnn/false_negative": 0.07587960061866948, "mask_rcnn/false_positive": 0.10105421734905284, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 208.0, "rpn/num_pos_anchors": 48.0, "time": 0.5661197539884597, "total_loss": 0.8929006638500141} {"data_time": 0.012683166001806967, "eta_seconds": 10946.17346678552, "fast_rcnn/cls_accuracy": 0.96044921875, "fast_rcnn/false_negative": 0.2426334727219683, "fast_rcnn/fg_cls_accuracy": 0.7573665272780317, "iteration": 250719, "loss_box_reg": 0.20170627167681232, "loss_cls": 0.15423563867807388, "loss_mask": 0.21620846586301923, "loss_rpn_cls": 0.023752705859806156, "loss_rpn_loc": 0.05573867910425179, "loss_sem_seg": 0.21162754413671792, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9007856485225871, "mask_rcnn/false_negative": 0.07642636312309557, "mask_rcnn/false_positive": 0.11342488770203042, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 236.75, "rpn/num_pos_anchors": 19.25, "time": 0.572693933499977, "total_loss": 0.8674298766673019} {"data_time": 0.012097309998353012, "eta_seconds": 10935.376074562519, "fast_rcnn/cls_accuracy": 0.9609375, "fast_rcnn/false_negative": 0.2541065206570433, "fast_rcnn/fg_cls_accuracy": 0.7142857142857143, "iteration": 250739, "loss_box_reg": 0.19616489228792489, "loss_cls": 0.15696761559229344, "loss_mask": 0.21825321670621634, "loss_rpn_cls": 0.020992866062442772, "loss_rpn_loc": 0.05334206044790335, "loss_sem_seg": 0.1914592538960278, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9104928179628713, "mask_rcnn/false_negative": 0.08727144917064468, "mask_rcnn/false_positive": 0.08969817558573769, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5714797264954541, "total_loss": 0.8269364039169886} {"data_time": 0.012580254988279194, "eta_seconds": 10924.602105999671, "fast_rcnn/cls_accuracy": 0.95654296875, "fast_rcnn/false_negative": 0.2170846394984326, "fast_rcnn/fg_cls_accuracy": 0.7594321736657503, "iteration": 250759, "loss_box_reg": 0.20268250233493745, "loss_cls": 0.15178604319225997, "loss_mask": 0.22165994439274073, "loss_rpn_cls": 0.022860279757878743, "loss_rpn_loc": 0.05866335268365219, "loss_sem_seg": 0.18575437064282596, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.917863056428154, "mask_rcnn/false_negative": 0.08149728970401893, "mask_rcnn/false_positive": 0.09406643377882931, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.568806877505267, "total_loss": 0.8322826493022148} {"data_time": 0.012792505498509854, "eta_seconds": 10910.664440490204, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.2291233825405504, "fast_rcnn/fg_cls_accuracy": 0.7550789293067948, "iteration": 250779, "loss_box_reg": 0.19570550275966525, "loss_cls": 0.1500037731602788, "loss_mask": 0.22845335211604834, "loss_rpn_cls": 0.01873653510483564, "loss_rpn_loc": 0.06338326673721895, "loss_sem_seg": 0.202197844395414, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9160982535525453, "mask_rcnn/false_negative": 0.08299750203820969, "mask_rcnn/false_positive": 0.08146567023302828, "roi_head/num_bg_samples": 427.25, "roi_head/num_fg_samples": 84.75, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.5625126520171762, "total_loss": 0.8671628374650027} {"data_time": 0.011701583993271925, "eta_seconds": 10899.311582220093, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.24503107973294452, "fast_rcnn/fg_cls_accuracy": 0.7172528385488783, "iteration": 250799, "loss_box_reg": 0.20468130195513368, "loss_cls": 0.16487070848233998, "loss_mask": 0.2221508640795946, "loss_rpn_cls": 0.02226568522019079, "loss_rpn_loc": 0.06298825675912667, "loss_sem_seg": 0.20729046314954758, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8898262149171046, "mask_rcnn/false_negative": 0.10061175671794301, "mask_rcnn/false_positive": 0.09143854872169277, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5639746364904568, "total_loss": 0.8884188214724418} {"data_time": 0.013304517502547242, "eta_seconds": 10884.97497526402, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.21831177671885638, "fast_rcnn/fg_cls_accuracy": 0.7465136054421768, "iteration": 250819, "loss_box_reg": 0.20728418009821326, "loss_cls": 0.15267333667725325, "loss_mask": 0.21475971583276987, "loss_rpn_cls": 0.02826132998234243, "loss_rpn_loc": 0.05962430319050327, "loss_sem_seg": 0.21790805249474943, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9074697916968602, "mask_rcnn/false_negative": 0.08352248702023876, "mask_rcnn/false_positive": 0.09026788913966396, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 208.5, "rpn/num_pos_anchors": 47.5, "time": 0.5656724565051263, "total_loss": 0.8862567820033291} {"data_time": 0.013204570510424674, "eta_seconds": 10865.394687856722, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.213671875, "fast_rcnn/fg_cls_accuracy": 0.76759410801964, "iteration": 250839, "loss_box_reg": 0.18932338105514646, "loss_cls": 0.15040623676031828, "loss_mask": 0.2156334137544036, "loss_rpn_cls": 0.019142885501423734, "loss_rpn_loc": 0.05077129080018494, "loss_sem_seg": 0.17270499980077147, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8984421581594917, "mask_rcnn/false_negative": 0.08295452575256392, "mask_rcnn/false_positive": 0.10934582381876383, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.558315260001109, "total_loss": 0.8134265666740248} {"data_time": 0.012499366494012065, "eta_seconds": 10857.077072564265, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.2573578595317726, "fast_rcnn/fg_cls_accuracy": 0.7371148862654765, "iteration": 250859, "loss_box_reg": 0.19222523854114115, "loss_cls": 0.14962343126535416, "loss_mask": 0.2183728413656354, "loss_rpn_cls": 0.023821482334824395, "loss_rpn_loc": 0.06063682239619084, "loss_sem_seg": 0.21778721938608214, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9069787048003726, "mask_rcnn/false_negative": 0.08527284448536152, "mask_rcnn/false_positive": 0.10904888562335968, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5666809150134213, "total_loss": 0.8377582270259154} {"data_time": 0.012458644006983377, "eta_seconds": 10847.449775082874, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.2196969696969697, "fast_rcnn/fg_cls_accuracy": 0.7594771241830065, "iteration": 250879, "loss_box_reg": 0.21867400128394365, "loss_cls": 0.1515316350851208, "loss_mask": 0.22365012113004923, "loss_rpn_cls": 0.024744681315496564, "loss_rpn_loc": 0.06754520315735135, "loss_sem_seg": 0.19678634777665138, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8975839137146335, "mask_rcnn/false_negative": 0.10159985437400307, "mask_rcnn/false_positive": 0.1068078772827204, "roi_head/num_bg_samples": 424.25, "roi_head/num_fg_samples": 87.75, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.5761448565026512, "total_loss": 0.9166218695463613} {"data_time": 0.012819071998819709, "eta_seconds": 10842.547290869537, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.26182640888523245, "fast_rcnn/fg_cls_accuracy": 0.7176788728512866, "iteration": 250899, "loss_box_reg": 0.21458222111687064, "loss_cls": 0.15421568136662245, "loss_mask": 0.22773824073374271, "loss_rpn_cls": 0.024044952406256925, "loss_rpn_loc": 0.07299224933376536, "loss_sem_seg": 0.2143774232827127, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9134887720933865, "mask_rcnn/false_negative": 0.07673868665383737, "mask_rcnn/false_positive": 0.09643500626093468, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.577014833004796, "total_loss": 0.9000775315216742} {"data_time": 0.012800790485925972, "eta_seconds": 10831.194432599426, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.23184754521963824, "fast_rcnn/fg_cls_accuracy": 0.7681524547803618, "iteration": 250919, "loss_box_reg": 0.19632307393476367, "loss_cls": 0.15575032797642052, "loss_mask": 0.22317955875769258, "loss_rpn_cls": 0.024910202948376536, "loss_rpn_loc": 0.050890262064058334, "loss_sem_seg": 0.18983935471624136, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9082151231704803, "mask_rcnn/false_negative": 0.09135439885300575, "mask_rcnn/false_positive": 0.09959846597886027, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5660569765022956, "total_loss": 0.8389026419754373} {"data_time": 0.012270830498891883, "eta_seconds": 10819.841574329315, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.23654949784791965, "fast_rcnn/fg_cls_accuracy": 0.7531905842314237, "iteration": 250939, "loss_box_reg": 0.20390877686440945, "loss_cls": 0.1587480923626572, "loss_mask": 0.22068992210552096, "loss_rpn_cls": 0.022911076062882785, "loss_rpn_loc": 0.06021804743795656, "loss_sem_seg": 0.2047397862188518, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9094017966939902, "mask_rcnn/false_negative": 0.07328943421107427, "mask_rcnn/false_positive": 0.09189692369866745, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5768607195059303, "total_loss": 0.8884315508548752} {"data_time": 0.012287511504837312, "eta_seconds": 10809.921113067947, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.26339285714285715, "fast_rcnn/fg_cls_accuracy": 0.7081081081081081, "iteration": 250959, "loss_box_reg": 0.20880396105349064, "loss_cls": 0.18060653493739665, "loss_mask": 0.2269475581124425, "loss_rpn_cls": 0.027941361448029056, "loss_rpn_loc": 0.054131931567098945, "loss_sem_seg": 0.22088041505776346, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8952568229672822, "mask_rcnn/false_negative": 0.09462028251709023, "mask_rcnn/false_positive": 0.10649205822569065, "roi_head/num_bg_samples": 416.0, "roi_head/num_fg_samples": 96.0, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.5789643324969802, "total_loss": 0.9323951409460278} {"data_time": 0.01230082000256516, "eta_seconds": 10798.00390954486, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.2554221082089552, "fast_rcnn/fg_cls_accuracy": 0.71832016388645, "iteration": 250979, "loss_box_reg": 0.1836487016407773, "loss_cls": 0.15726748039014637, "loss_mask": 0.2101955865509808, "loss_rpn_cls": 0.024395270495006116, "loss_rpn_loc": 0.04848201182903722, "loss_sem_seg": 0.1880010657478124, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8980555751447213, "mask_rcnn/false_negative": 0.07877350545419104, "mask_rcnn/false_positive": 0.10672592573729392, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5671129450056469, "total_loss": 0.8251350435821223} {"data_time": 0.011669876010273583, "eta_seconds": 10787.212387448351, "fast_rcnn/cls_accuracy": 0.9560546875, "fast_rcnn/false_negative": 0.1664820711615672, "fast_rcnn/fg_cls_accuracy": 0.7634967705244343, "iteration": 250999, "loss_box_reg": 0.1956392324063927, "loss_cls": 0.1569560735952109, "loss_mask": 0.22565437434241176, "loss_rpn_cls": 0.020235267209500307, "loss_rpn_loc": 0.053459873102838174, "loss_sem_seg": 0.21053012274205685, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9259485330173259, "mask_rcnn/false_negative": 0.07364087284298443, "mask_rcnn/false_positive": 0.0786988046987755, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5717607460101135, "total_loss": 0.8994903971070016} {"data_time": 0.012424010477843694, "eta_seconds": 10775.858024638554, "fast_rcnn/cls_accuracy": 0.95654296875, "fast_rcnn/false_negative": 0.18702046035805628, "fast_rcnn/fg_cls_accuracy": 0.7602621822033898, "iteration": 251019, "loss_box_reg": 0.19768303213641047, "loss_cls": 0.16491993988165632, "loss_mask": 0.2140413038432598, "loss_rpn_cls": 0.02535043249372393, "loss_rpn_loc": 0.06090169071103446, "loss_sem_seg": 0.19871816458180547, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9092246413700009, "mask_rcnn/false_negative": 0.059064256954996966, "mask_rcnn/false_positive": 0.09949703322738432, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 236.5, "rpn/num_pos_anchors": 19.5, "time": 0.5713784214894986, "total_loss": 0.8928948956754539} {"data_time": 0.011892558992258273, "eta_seconds": 10765.586135957696, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.2702886247877759, "fast_rcnn/fg_cls_accuracy": 0.708264802631579, "iteration": 251039, "loss_box_reg": 0.207455632975325, "loss_cls": 0.1691710787708871, "loss_mask": 0.22143488936126232, "loss_rpn_cls": 0.025785584693949204, "loss_rpn_loc": 0.058004108985187486, "loss_sem_seg": 0.20264537862385623, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9057471672879678, "mask_rcnn/false_negative": 0.07142118549309309, "mask_rcnn/false_positive": 0.1071380170673259, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5762101270083804, "total_loss": 0.9040922335407231} {"data_time": 0.012367582996375859, "eta_seconds": 10752.177398369153, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.25861161548380307, "fast_rcnn/fg_cls_accuracy": 0.6799163179916318, "iteration": 251059, "loss_box_reg": 0.2078321659937501, "loss_cls": 0.16744046052917838, "loss_mask": 0.22666813619434834, "loss_rpn_cls": 0.026860459336603526, "loss_rpn_loc": 0.058736824488732964, "loss_sem_seg": 0.21821436332538724, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8956595448738501, "mask_rcnn/false_negative": 0.08759398720062225, "mask_rcnn/false_positive": 0.11703808856462186, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.5738074899854837, "total_loss": 0.9137624603172299} {"data_time": 0.013423755488474853, "eta_seconds": 10742.342075011547, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.2886977886977887, "fast_rcnn/fg_cls_accuracy": 0.69717868338558, "iteration": 251079, "loss_box_reg": 0.23802353150676936, "loss_cls": 0.16369180026231334, "loss_mask": 0.23496018629521132, "loss_rpn_cls": 0.02373788781278563, "loss_rpn_loc": 0.06758605904178694, "loss_sem_seg": 0.2166540245525539, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8881892412137269, "mask_rcnn/false_negative": 0.10282671165479866, "mask_rcnn/false_positive": 0.11495610836767611, "roi_head/num_bg_samples": 431.0, "roi_head/num_fg_samples": 81.0, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.5861992194986669, "total_loss": 0.9458426382989273} {"data_time": 0.013671432505361736, "eta_seconds": 10730.98713386149, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.2729096677864875, "fast_rcnn/fg_cls_accuracy": 0.717234262125903, "iteration": 251099, "loss_box_reg": 0.2018978213891387, "loss_cls": 0.1748698476003483, "loss_mask": 0.220305182505399, "loss_rpn_cls": 0.025131410053290892, "loss_rpn_loc": 0.05485911341384053, "loss_sem_seg": 0.19925687031354755, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8882081807081808, "mask_rcnn/false_negative": 0.09319628948275778, "mask_rcnn/false_positive": 0.1477794198845256, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 204.25, "rpn/num_pos_anchors": 51.75, "time": 0.5791273150098277, "total_loss": 0.8898032755751046} {"data_time": 0.012612588485353626, "eta_seconds": 10722.036206591627, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.2028713474025974, "fast_rcnn/fg_cls_accuracy": 0.7586206896551724, "iteration": 251119, "loss_box_reg": 0.20214673411101103, "loss_cls": 0.15456291660666466, "loss_mask": 0.2231880696490407, "loss_rpn_cls": 0.029174555635108845, "loss_rpn_loc": 0.05307922366046114, "loss_sem_seg": 0.2122636514250189, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9100667731066808, "mask_rcnn/false_negative": 0.08404865738817273, "mask_rcnn/false_positive": 0.09938567079708067, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5622125984955346, "total_loss": 0.8735704650625848} {"data_time": 0.012287614503293298, "eta_seconds": 10708.808612958077, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.2348200899550225, "fast_rcnn/fg_cls_accuracy": 0.7215684513115344, "iteration": 251139, "loss_box_reg": 0.1997405553702265, "loss_cls": 0.15654944255948067, "loss_mask": 0.22632234264165163, "loss_rpn_cls": 0.026046155356198142, "loss_rpn_loc": 0.06542453570318685, "loss_sem_seg": 0.2056999495252967, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9105573381696428, "mask_rcnn/false_negative": 0.08319131234628582, "mask_rcnn/false_positive": 0.09876507155531179, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5686202075012261, "total_loss": 0.8734829873646959} {"data_time": 0.012948150499141775, "eta_seconds": 10705.123854129692, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.22429880433567995, "fast_rcnn/fg_cls_accuracy": 0.7420886075949367, "iteration": 251159, "loss_box_reg": 0.19582174019888043, "loss_cls": 0.15821406221948564, "loss_mask": 0.21732110297307372, "loss_rpn_cls": 0.022526260960148647, "loss_rpn_loc": 0.05853540092357434, "loss_sem_seg": 0.20166018209420145, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9013152571155044, "mask_rcnn/false_negative": 0.09147697524428568, "mask_rcnn/false_positive": 0.09399835841685537, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5826585074973991, "total_loss": 0.8781675713835284} {"data_time": 0.012053282509441487, "eta_seconds": 10693.760206919746, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.16994621540076085, "fast_rcnn/fg_cls_accuracy": 0.8111946532999164, "iteration": 251179, "loss_box_reg": 0.18368989636655897, "loss_cls": 0.14597438531927764, "loss_mask": 0.21206121472641826, "loss_rpn_cls": 0.02190772083304182, "loss_rpn_loc": 0.058133190497756004, "loss_sem_seg": 0.21244296617805958, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9049409086316795, "mask_rcnn/false_negative": 0.0834333150259634, "mask_rcnn/false_positive": 0.09034837341929212, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5656632715108572, "total_loss": 0.8600612287045806} {"data_time": 0.012947435476235114, "eta_seconds": 10687.412666675824, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.23974008207934336, "fast_rcnn/fg_cls_accuracy": 0.7602599179206566, "iteration": 251199, "loss_box_reg": 0.19179368927143514, "loss_cls": 0.1561364647350274, "loss_mask": 0.21257725404575467, "loss_rpn_cls": 0.02271448309693369, "loss_rpn_loc": 0.060160948225529864, "loss_sem_seg": 0.19009614293463528, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9032717565741315, "mask_rcnn/false_negative": 0.08116553855799513, "mask_rcnn/false_positive": 0.12124021816089643, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.5625867039925652, "total_loss": 0.8394926376276999} {"data_time": 0.01291892901645042, "eta_seconds": 10678.041521540566, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.26712506486766996, "fast_rcnn/fg_cls_accuracy": 0.7289488966318234, "iteration": 251219, "loss_box_reg": 0.19870293652638793, "loss_cls": 0.15622653742320836, "loss_mask": 0.2159136664122343, "loss_rpn_cls": 0.02071246889045142, "loss_rpn_loc": 0.050761330843670294, "loss_sem_seg": 0.19905367912724614, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9023417824576638, "mask_rcnn/false_negative": 0.08383631098058753, "mask_rcnn/false_positive": 0.09885739526651616, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5744688845152268, "total_loss": 0.8357242864985892} {"data_time": 0.01245650349301286, "eta_seconds": 10668.444985607654, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.2374965268130036, "fast_rcnn/fg_cls_accuracy": 0.7148078529657478, "iteration": 251239, "loss_box_reg": 0.2089805151335895, "loss_cls": 0.16836136224446818, "loss_mask": 0.2298498093150556, "loss_rpn_cls": 0.02468385806423612, "loss_rpn_loc": 0.06083450690493919, "loss_sem_seg": 0.21134888101369143, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9044378324638126, "mask_rcnn/false_negative": 0.09519547266038436, "mask_rcnn/false_positive": 0.09823502871808942, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5697466895071557, "total_loss": 0.8962357803175109} {"data_time": 0.012215076989377849, "eta_seconds": 10661.307158743992, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.244140625, "fast_rcnn/fg_cls_accuracy": 0.75390625, "iteration": 251259, "loss_box_reg": 0.20470454078167677, "loss_cls": 0.16268491005757824, "loss_mask": 0.21731690457090735, "loss_rpn_cls": 0.025080869876546785, "loss_rpn_loc": 0.05364790325984359, "loss_sem_seg": 0.1900309775955975, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.914957275822843, "mask_rcnn/false_negative": 0.08217380961560855, "mask_rcnn/false_positive": 0.0940107461413898, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5708701419935096, "total_loss": 0.8663165029465745} {"data_time": 0.012653486002818681, "eta_seconds": 10649.340383698553, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.23535183627698347, "fast_rcnn/fg_cls_accuracy": 0.7605831230726101, "iteration": 251279, "loss_box_reg": 0.1996181501308456, "loss_cls": 0.17026478494517505, "loss_mask": 0.23091303743422031, "loss_rpn_cls": 0.024962161638541147, "loss_rpn_loc": 0.05549466924276203, "loss_sem_seg": 0.21948800259269774, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9011326182408519, "mask_rcnn/false_negative": 0.08290992682373408, "mask_rcnn/false_positive": 0.12427107659424523, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5643041970033664, "total_loss": 0.8804247631142061} {"data_time": 0.01215297999442555, "eta_seconds": 10637.963491028611, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.31322590011614404, "fast_rcnn/fg_cls_accuracy": 0.6692032924367137, "iteration": 251299, "loss_box_reg": 0.19633747078478336, "loss_cls": 0.1532774881925434, "loss_mask": 0.22228381130844355, "loss_rpn_cls": 0.022354347549480735, "loss_rpn_loc": 0.06091640394879505, "loss_sem_seg": 0.199337795143947, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8818146008403361, "mask_rcnn/false_negative": 0.08630403282566515, "mask_rcnn/false_positive": 0.11602695396000823, "roi_head/num_bg_samples": 429.0, "roi_head/num_fg_samples": 83.0, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5585852939984761, "total_loss": 0.8535683888053427} {"data_time": 0.013174232517485507, "eta_seconds": 10610.994221779067, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.17361948396431154, "fast_rcnn/fg_cls_accuracy": 0.8116671313074992, "iteration": 251319, "loss_box_reg": 0.19950451678596437, "loss_cls": 0.1479133286047727, "loss_mask": 0.2228361601009965, "loss_rpn_cls": 0.023001367269898765, "loss_rpn_loc": 0.06518075984786265, "loss_sem_seg": 0.21623519249260426, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9149682822347689, "mask_rcnn/false_negative": 0.06483104377237242, "mask_rcnn/false_positive": 0.09746547560322111, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5608649935020367, "total_loss": 0.9001383761606121} {"data_time": 0.011991890496574342, "eta_seconds": 10609.082991776537, "fast_rcnn/cls_accuracy": 0.9599609375, "fast_rcnn/false_negative": 0.15227963525835866, "fast_rcnn/fg_cls_accuracy": 0.8130865636840572, "iteration": 251339, "loss_box_reg": 0.1695422891061753, "loss_cls": 0.13882460910826921, "loss_mask": 0.2127067637629807, "loss_rpn_cls": 0.019555109001885285, "loss_rpn_loc": 0.0502528635552153, "loss_sem_seg": 0.18955941987223923, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9254723373724489, "mask_rcnn/false_negative": 0.07085655485894399, "mask_rcnn/false_positive": 0.07428448683098006, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 235.0, "rpn/num_pos_anchors": 21.0, "time": 0.5743184930033749, "total_loss": 0.7535225607616667} {"data_time": 0.012047094496665522, "eta_seconds": 10600.206970668529, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.23792453298270858, "fast_rcnn/fg_cls_accuracy": 0.7066791510611736, "iteration": 251359, "loss_box_reg": 0.19308910379186273, "loss_cls": 0.1471730733755976, "loss_mask": 0.2245668973773718, "loss_rpn_cls": 0.022051862459193217, "loss_rpn_loc": 0.055482275143731385, "loss_sem_seg": 0.21888331696391106, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8956708656613659, "mask_rcnn/false_negative": 0.08333788657418639, "mask_rcnn/false_positive": 0.11552768863576848, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5806779524864396, "total_loss": 0.8776038470077765} {"data_time": 0.012052566002239473, "eta_seconds": 10592.455920348846, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.19937396523178808, "fast_rcnn/fg_cls_accuracy": 0.7529504327301337, "iteration": 251379, "loss_box_reg": 0.20002233772538602, "loss_cls": 0.1532354347873479, "loss_mask": 0.21600070921704173, "loss_rpn_cls": 0.020028687300509773, "loss_rpn_loc": 0.047720142581965774, "loss_sem_seg": 0.18919496750459075, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8997764535612242, "mask_rcnn/false_negative": 0.08633867287082429, "mask_rcnn/false_positive": 0.1162106552455982, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5702371055085678, "total_loss": 0.8467855935450643} {"data_time": 0.01357798499520868, "eta_seconds": 10581.229175054788, "fast_rcnn/cls_accuracy": 0.95703125, "fast_rcnn/false_negative": 0.22372478478735708, "fast_rcnn/fg_cls_accuracy": 0.7443281309478493, "iteration": 251399, "loss_box_reg": 0.19922583643347025, "loss_cls": 0.15480861254036427, "loss_mask": 0.2188740042038262, "loss_rpn_cls": 0.022247498127399012, "loss_rpn_loc": 0.06257828429806978, "loss_sem_seg": 0.18572424724698067, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9162412057846394, "mask_rcnn/false_negative": 0.08071472070549669, "mask_rcnn/false_positive": 0.08550015290070945, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5707322234957246, "total_loss": 0.860194877597678} {"data_time": 0.012565534008899704, "eta_seconds": 10575.90871890953, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.255441036673838, "fast_rcnn/fg_cls_accuracy": 0.7329422661315221, "iteration": 251419, "loss_box_reg": 0.19251291680848226, "loss_cls": 0.13932268047938123, "loss_mask": 0.21727966843172908, "loss_rpn_cls": 0.028316241261563846, "loss_rpn_loc": 0.06277575000422075, "loss_sem_seg": 0.20185491302981973, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.918747245803176, "mask_rcnn/false_negative": 0.08671646532955934, "mask_rcnn/false_positive": 0.11223654806754005, "roi_head/num_bg_samples": 432.75, "roi_head/num_fg_samples": 79.25, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5759265969973058, "total_loss": 0.8671818168331811} {"data_time": 0.012878568493761122, "eta_seconds": 10559.278721038689, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.1930492135971588, "fast_rcnn/fg_cls_accuracy": 0.7648256405781928, "iteration": 251439, "loss_box_reg": 0.20905737788416445, "loss_cls": 0.16425095940940082, "loss_mask": 0.23053391324356198, "loss_rpn_cls": 0.029017063681749278, "loss_rpn_loc": 0.06687261062324978, "loss_sem_seg": 0.1906695170328021, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8944589781000651, "mask_rcnn/false_negative": 0.07715155233694111, "mask_rcnn/false_positive": 0.1369687531955101, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.5594351299951086, "total_loss": 0.8789173282784759} {"data_time": 0.012389016002998687, "eta_seconds": 10542.159329929913, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.27961338822265974, "fast_rcnn/fg_cls_accuracy": 0.6620505826927845, "iteration": 251459, "loss_box_reg": 0.20607406878843904, "loss_cls": 0.15859608352184296, "loss_mask": 0.22447645710781217, "loss_rpn_cls": 0.02020194084616378, "loss_rpn_loc": 0.05668637529015541, "loss_sem_seg": 0.20346765266731381, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.886416022497361, "mask_rcnn/false_negative": 0.09851144911636336, "mask_rcnn/false_positive": 0.12630059499621388, "roi_head/num_bg_samples": 429.5, "roi_head/num_fg_samples": 82.5, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5656383319874294, "total_loss": 0.8671592370446888} {"data_time": 0.01198974999715574, "eta_seconds": 10536.522880898527, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.2839624773960217, "fast_rcnn/fg_cls_accuracy": 0.6770535714285715, "iteration": 251479, "loss_box_reg": 0.18684454984031618, "loss_cls": 0.15437741368077695, "loss_mask": 0.22040288615971804, "loss_rpn_cls": 0.022652664643828757, "loss_rpn_loc": 0.06506686107604764, "loss_sem_seg": 0.19582186080515385, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9093638291652224, "mask_rcnn/false_negative": 0.07424512252513829, "mask_rcnn/false_positive": 0.09592844460188996, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5792498160008108, "total_loss": 0.8497924367984524} {"data_time": 0.011980447510723025, "eta_seconds": 10521.362893911995, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.22283221556175442, "fast_rcnn/fg_cls_accuracy": 0.7701575532900835, "iteration": 251499, "loss_box_reg": 0.21058362210169435, "loss_cls": 0.1667629829607904, "loss_mask": 0.22399441106244922, "loss_rpn_cls": 0.0245701427484164, "loss_rpn_loc": 0.057003854657523334, "loss_sem_seg": 0.19990663137286901, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9044327147866744, "mask_rcnn/false_negative": 0.07399813147556988, "mask_rcnn/false_positive": 0.11184317484230498, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5551991725078551, "total_loss": 0.9114277981425403} {"data_time": 0.012303770505241118, "eta_seconds": 10513.767040758365, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.2456830601092896, "fast_rcnn/fg_cls_accuracy": 0.7170747422680412, "iteration": 251519, "loss_box_reg": 0.19843062199652195, "loss_cls": 0.16243664984358475, "loss_mask": 0.2180284415371716, "loss_rpn_cls": 0.021968937708152225, "loss_rpn_loc": 0.056864473735913634, "loss_sem_seg": 0.17900008615106344, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8947173113431419, "mask_rcnn/false_negative": 0.09807035842064424, "mask_rcnn/false_positive": 0.11273536805120951, "roi_head/num_bg_samples": 425.0, "roi_head/num_fg_samples": 87.0, "rpn/num_neg_anchors": 194.75, "rpn/num_pos_anchors": 61.25, "time": 0.5706137395027326, "total_loss": 0.8283012208285072} {"data_time": 0.011313551993225701, "eta_seconds": 10506.106750869876, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.23731453614235176, "fast_rcnn/fg_cls_accuracy": 0.743513287298598, "iteration": 251539, "loss_box_reg": 0.1862190761603415, "loss_cls": 0.1492046252824366, "loss_mask": 0.20430252701044083, "loss_rpn_cls": 0.019587640650570393, "loss_rpn_loc": 0.05238515258679399, "loss_sem_seg": 0.19135549291968346, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.891766341171103, "mask_rcnn/false_negative": 0.09161706163964096, "mask_rcnn/false_positive": 0.11600494641327702, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5541746460075956, "total_loss": 0.8039076818968169} {"data_time": 0.012985132983885705, "eta_seconds": 10491.011200618203, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.174336238087958, "fast_rcnn/fg_cls_accuracy": 0.792110394480276, "iteration": 251559, "loss_box_reg": 0.20035095233470201, "loss_cls": 0.15161288040690124, "loss_mask": 0.2195668052881956, "loss_rpn_cls": 0.021558346968959086, "loss_rpn_loc": 0.05552518996410072, "loss_sem_seg": 0.1996108223684132, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9139691242203594, "mask_rcnn/false_negative": 0.079738758737778, "mask_rcnn/false_positive": 0.09976788262010214, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5607013970002299, "total_loss": 0.8380764186385932} {"data_time": 0.011559517006389797, "eta_seconds": 10483.34285562938, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.19144780585106383, "fast_rcnn/fg_cls_accuracy": 0.7889448418674698, "iteration": 251579, "loss_box_reg": 0.17948748404160142, "loss_cls": 0.1461647420655936, "loss_mask": 0.20647486625239253, "loss_rpn_cls": 0.024256257696833927, "loss_rpn_loc": 0.04404380336927716, "loss_sem_seg": 0.2063852456631139, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9156967822487821, "mask_rcnn/false_negative": 0.07477487548200748, "mask_rcnn/false_positive": 0.09102215437582514, "roi_head/num_bg_samples": 431.0, "roi_head/num_fg_samples": 81.0, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5709535580099327, "total_loss": 0.8353772634773122} {"data_time": 0.011713406012859195, "eta_seconds": 10473.456559746744, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.1901761252446184, "fast_rcnn/fg_cls_accuracy": 0.7866907775768535, "iteration": 251599, "loss_box_reg": 0.2107754535973072, "loss_cls": 0.1630177549086511, "loss_mask": 0.22300571203231812, "loss_rpn_cls": 0.027176924275408965, "loss_rpn_loc": 0.054701467699487694, "loss_sem_seg": 0.20618940610438585, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9073485241934327, "mask_rcnn/false_negative": 0.07614983056588864, "mask_rcnn/false_positive": 0.09332382527877113, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5730082209920511, "total_loss": 0.9046677816804731} {"data_time": 0.012972974494914524, "eta_seconds": 10462.906132806034, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.2786764705882353, "fast_rcnn/fg_cls_accuracy": 0.7002479152580572, "iteration": 251619, "loss_box_reg": 0.20319379237480462, "loss_cls": 0.15415304177440703, "loss_mask": 0.22353119123727083, "loss_rpn_cls": 0.024996307058245293, "loss_rpn_loc": 0.056336237059440464, "loss_sem_seg": 0.20428511127829552, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9005759261633456, "mask_rcnn/false_negative": 0.09649536536664263, "mask_rcnn/false_positive": 0.12574149067175566, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5634048974898178, "total_loss": 0.8483172362030018} {"data_time": 0.01221965548756998, "eta_seconds": 10454.20752762095, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.28378468294630377, "fast_rcnn/fg_cls_accuracy": 0.7049371215649745, "iteration": 251639, "loss_box_reg": 0.20925095560960472, "loss_cls": 0.16331334761343896, "loss_mask": 0.22999864909797907, "loss_rpn_cls": 0.02505566645413637, "loss_rpn_loc": 0.06115401643910445, "loss_sem_seg": 0.20968410989735276, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8898909690995043, "mask_rcnn/false_negative": 0.11971269150695565, "mask_rcnn/false_positive": 0.11270316462793743, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5722296549938619, "total_loss": 0.9038025818445021} {"data_time": 0.011925963495741598, "eta_seconds": 10444.013011581614, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.2668918918918919, "fast_rcnn/fg_cls_accuracy": 0.698816072709878, "iteration": 251659, "loss_box_reg": 0.2046713827876374, "loss_cls": 0.16685581533238292, "loss_mask": 0.22624861914664507, "loss_rpn_cls": 0.028281395192607306, "loss_rpn_loc": 0.06369625029037707, "loss_sem_seg": 0.20695079071447253, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9169047939195321, "mask_rcnn/false_negative": 0.08068688152344022, "mask_rcnn/false_positive": 0.094922617804081, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5813396639860002, "total_loss": 0.9117020812591363} {"data_time": 0.012045593990478665, "eta_seconds": 10429.451465541948, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.21898188937836516, "fast_rcnn/fg_cls_accuracy": 0.7732176571068956, "iteration": 251679, "loss_box_reg": 0.19807534362189472, "loss_cls": 0.1603081664070487, "loss_mask": 0.2205444243736565, "loss_rpn_cls": 0.02568328598226799, "loss_rpn_loc": 0.07099987297624466, "loss_sem_seg": 0.204388580750674, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8937427261688573, "mask_rcnn/false_negative": 0.08669599008854445, "mask_rcnn/false_positive": 0.12245908945170353, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 207.5, "rpn/num_pos_anchors": 48.5, "time": 0.5744319335062755, "total_loss": 0.9151325876237024} {"data_time": 0.011752826991141774, "eta_seconds": 10418.914538028446, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.18082865168539325, "fast_rcnn/fg_cls_accuracy": 0.7799771769662922, "iteration": 251699, "loss_box_reg": 0.16769406630191952, "loss_cls": 0.12932810932397842, "loss_mask": 0.21850587148219347, "loss_rpn_cls": 0.018101141182341962, "loss_rpn_loc": 0.054616917739622295, "loss_sem_seg": 0.20122362626716495, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9170674461006973, "mask_rcnn/false_negative": 0.07078439206217753, "mask_rcnn/false_positive": 0.09621411546529218, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5703053570032353, "total_loss": 0.8019066453616688} {"data_time": 0.01254497849731706, "eta_seconds": 10406.680980381658, "fast_rcnn/cls_accuracy": 0.9599609375, "fast_rcnn/false_negative": 0.2185877466251298, "fast_rcnn/fg_cls_accuracy": 0.7814122533748702, "iteration": 251719, "loss_box_reg": 0.19818287203088403, "loss_cls": 0.16166317171882838, "loss_mask": 0.21164883859455585, "loss_rpn_cls": 0.02506540271497215, "loss_rpn_loc": 0.05525768391089514, "loss_sem_seg": 0.18189915362745523, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9109217959381715, "mask_rcnn/false_negative": 0.0796117017322858, "mask_rcnn/false_positive": 0.09833884205898767, "roi_head/num_bg_samples": 459.5, "roi_head/num_fg_samples": 52.5, "rpn/num_neg_anchors": 235.75, "rpn/num_pos_anchors": 20.25, "time": 0.5633524360018782, "total_loss": 0.8244407618694822} {"data_time": 0.012056263498379849, "eta_seconds": 10394.59925418481, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.2488230407089449, "fast_rcnn/fg_cls_accuracy": 0.7075883475055773, "iteration": 251739, "loss_box_reg": 0.19769960979465395, "loss_cls": 0.16038710135035217, "loss_mask": 0.2226221114397049, "loss_rpn_cls": 0.020416797613506787, "loss_rpn_loc": 0.05343208645354025, "loss_sem_seg": 0.20946673024445772, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9005557621565772, "mask_rcnn/false_negative": 0.08143951307750616, "mask_rcnn/false_positive": 0.1135833119079365, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5794586800038815, "total_loss": 0.8801427187863737} {"data_time": 0.012289034508285113, "eta_seconds": 10383.910495221367, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.28679245283018867, "fast_rcnn/fg_cls_accuracy": 0.689622641509434, "iteration": 251759, "loss_box_reg": 0.1974034570157528, "loss_cls": 0.14674342423677444, "loss_mask": 0.22751873172819614, "loss_rpn_cls": 0.021836496653122595, "loss_rpn_loc": 0.05937773887126241, "loss_sem_seg": 0.19852173631079495, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8980137084923199, "mask_rcnn/false_negative": 0.07559157663645316, "mask_rcnn/false_positive": 0.11087673489322696, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5718585790018551, "total_loss": 0.8633168336455128} {"data_time": 0.013377862487686798, "eta_seconds": 10374.404876056724, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.2403089478286214, "fast_rcnn/fg_cls_accuracy": 0.7172610128858257, "iteration": 251779, "loss_box_reg": 0.18777187960222363, "loss_cls": 0.1487979053054005, "loss_mask": 0.20670842938125134, "loss_rpn_cls": 0.02114493447515997, "loss_rpn_loc": 0.04876982647692785, "loss_sem_seg": 0.1783995337318629, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8929349347980854, "mask_rcnn/false_negative": 0.09319833679342061, "mask_rcnn/false_positive": 0.1011207016893694, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.5638787020143354, "total_loss": 0.776206774644379} {"data_time": 0.013861661500413902, "eta_seconds": 10367.305407650303, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.18996757581537288, "fast_rcnn/fg_cls_accuracy": 0.803446261682243, "iteration": 251799, "loss_box_reg": 0.19830670952796936, "loss_cls": 0.15791045618243515, "loss_mask": 0.21678579691797495, "loss_rpn_cls": 0.026210779331449885, "loss_rpn_loc": 0.058995385450543836, "loss_sem_seg": 0.21660033240914345, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9237210276364767, "mask_rcnn/false_negative": 0.061690934281125744, "mask_rcnn/false_positive": 0.0858877888539992, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5795076029899064, "total_loss": 0.8625639304591459} {"data_time": 0.012750287511153147, "eta_seconds": 10353.468036684615, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.24818840579710144, "fast_rcnn/fg_cls_accuracy": 0.7171892341842396, "iteration": 251819, "loss_box_reg": 0.19729730719700456, "loss_cls": 0.14389111334457994, "loss_mask": 0.21518522454425693, "loss_rpn_cls": 0.017588669437827775, "loss_rpn_loc": 0.059369124624936376, "loss_sem_seg": 0.18120697070844471, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8962666996587596, "mask_rcnn/false_negative": 0.08624969348792896, "mask_rcnn/false_positive": 0.11957085117155086, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5667814340122277, "total_loss": 0.8084745451869821} {"data_time": 0.012655408499995247, "eta_seconds": 10351.27862690411, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.2784437859195402, "fast_rcnn/fg_cls_accuracy": 0.7091255773982168, "iteration": 251839, "loss_box_reg": 0.19633567472919822, "loss_cls": 0.15538046532310545, "loss_mask": 0.21399942599236965, "loss_rpn_cls": 0.022699049790389836, "loss_rpn_loc": 0.06643813855043845, "loss_sem_seg": 0.2096940167248249, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.899359792745223, "mask_rcnn/false_negative": 0.07471852238610782, "mask_rcnn/false_positive": 0.12707718689316694, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5762724749947665, "total_loss": 0.8606448364407697} {"data_time": 0.012083548994269222, "eta_seconds": 10347.326719534438, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.22691761363636365, "fast_rcnn/fg_cls_accuracy": 0.7620383522727272, "iteration": 251859, "loss_box_reg": 0.18332882918184623, "loss_cls": 0.1457925290451385, "loss_mask": 0.2071342277340591, "loss_rpn_cls": 0.01985118904212868, "loss_rpn_loc": 0.050424823799403384, "loss_sem_seg": 0.19164805696345866, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9047052878980073, "mask_rcnn/false_negative": 0.10070994257009477, "mask_rcnn/false_positive": 0.08917893272461525, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5802642300113803, "total_loss": 0.7851346873876537} {"data_time": 0.012867770492448471, "eta_seconds": 10338.330329973687, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.25052437285007134, "fast_rcnn/fg_cls_accuracy": 0.73108372222887, "iteration": 251879, "loss_box_reg": 0.19257001392543316, "loss_cls": 0.1539964969852008, "loss_mask": 0.2246367703191936, "loss_rpn_cls": 0.021368615358369425, "loss_rpn_loc": 0.05348850852169562, "loss_sem_seg": 0.1976495434064418, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9102334155310637, "mask_rcnn/false_negative": 0.0895859305988486, "mask_rcnn/false_positive": 0.08163414772995525, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 234.5, "rpn/num_pos_anchors": 21.5, "time": 0.5748321230057627, "total_loss": 0.8672818371451285} {"data_time": 0.01222895848331973, "eta_seconds": 10328.286534339539, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.19686732186732187, "fast_rcnn/fg_cls_accuracy": 0.7924242424242425, "iteration": 251899, "loss_box_reg": 0.2024907327722758, "loss_cls": 0.1465959141496569, "loss_mask": 0.2102695140056312, "loss_rpn_cls": 0.024436031715595163, "loss_rpn_loc": 0.06546380062354729, "loss_sem_seg": 0.2033051927573979, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8994512187056718, "mask_rcnn/false_negative": 0.08479033007592686, "mask_rcnn/false_positive": 0.1070356560456656, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.5754477439913899, "total_loss": 0.8825794227595907} {"data_time": 0.013310534006450325, "eta_seconds": 10315.509668133891, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.1930021275372319, "fast_rcnn/fg_cls_accuracy": 0.7855927396483267, "iteration": 251919, "loss_box_reg": 0.18624695530161262, "loss_cls": 0.13352475478313863, "loss_mask": 0.21663424465805292, "loss_rpn_cls": 0.024862523954652715, "loss_rpn_loc": 0.0631314122947515, "loss_sem_seg": 0.2097476318012923, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9005478373419724, "mask_rcnn/false_negative": 0.09090564734945408, "mask_rcnn/false_positive": 0.10957740126124677, "roi_head/num_bg_samples": 432.5, "roi_head/num_fg_samples": 79.5, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5614977344957879, "total_loss": 0.8553026658046292} {"data_time": 0.012479409007937647, "eta_seconds": 10303.192954849175, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.2423497267759563, "fast_rcnn/fg_cls_accuracy": 0.7371492825016064, "iteration": 251939, "loss_box_reg": 0.19349607359617949, "loss_cls": 0.1566601376980543, "loss_mask": 0.21862054686062038, "loss_rpn_cls": 0.021470160281751305, "loss_rpn_loc": 0.060296234165434726, "loss_sem_seg": 0.20058355026412755, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9028589545486736, "mask_rcnn/false_negative": 0.08713212920639113, "mask_rcnn/false_positive": 0.10551228393721157, "roi_head/num_bg_samples": 430.5, "roi_head/num_fg_samples": 81.5, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 0.5663357695011655, "total_loss": 0.8768011297397607} {"data_time": 0.01191573949472513, "eta_seconds": 10288.003668311838, "fast_rcnn/cls_accuracy": 0.9169921875, "fast_rcnn/false_negative": 0.25059800196988885, "fast_rcnn/fg_cls_accuracy": 0.7154917686787674, "iteration": 251959, "loss_box_reg": 0.19369011686649173, "loss_cls": 0.15030312177259475, "loss_mask": 0.21764800231903791, "loss_rpn_cls": 0.02300939008273417, "loss_rpn_loc": 0.060054845074773766, "loss_sem_seg": 0.19134533870965242, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.896888002773925, "mask_rcnn/false_negative": 0.10007123485052338, "mask_rcnn/false_positive": 0.11876132735813306, "roi_head/num_bg_samples": 424.75, "roi_head/num_fg_samples": 87.25, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5628642785013653, "total_loss": 0.8406943753361702} {"data_time": 0.011961620999500155, "eta_seconds": 10276.598531492025, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.22872447948251468, "fast_rcnn/fg_cls_accuracy": 0.7535858359480054, "iteration": 251979, "loss_box_reg": 0.19931018236093223, "loss_cls": 0.1566112907603383, "loss_mask": 0.22703296039253473, "loss_rpn_cls": 0.023051178959576646, "loss_rpn_loc": 0.06469174160156399, "loss_sem_seg": 0.1957711016293615, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9050764957384184, "mask_rcnn/false_negative": 0.08953004241555096, "mask_rcnn/false_positive": 0.11162008779190777, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5718393400020432, "total_loss": 0.8658553010427568} {"data_time": 0.012080598011380062, "eta_seconds": 10263.010926545627, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.2166191991958452, "fast_rcnn/fg_cls_accuracy": 0.7538409832917227, "iteration": 251999, "loss_box_reg": 0.19449085055384785, "loss_cls": 0.15604784002061933, "loss_mask": 0.22277562762610614, "loss_rpn_cls": 0.02092482545413077, "loss_rpn_loc": 0.05200067030091304, "loss_sem_seg": 0.1991587169468403, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8986624941493591, "mask_rcnn/false_negative": 0.08859746627242676, "mask_rcnn/false_positive": 0.11053135793906477, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.575270533488947, "total_loss": 0.8509249338985683} {"data_time": 0.012798073497833684, "eta_seconds": 10251.608214555687, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.21847789483811997, "fast_rcnn/fg_cls_accuracy": 0.7031608371559632, "iteration": 252019, "loss_box_reg": 0.2107405293500051, "loss_cls": 0.1642425597528927, "loss_mask": 0.22156127681955695, "loss_rpn_cls": 0.028120055940235034, "loss_rpn_loc": 0.060313769412459806, "loss_sem_seg": 0.19152680691331625, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9105528449451101, "mask_rcnn/false_negative": 0.07512531686829653, "mask_rcnn/false_positive": 0.11900224435996284, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5852245010028128, "total_loss": 0.8714478046085787} {"data_time": 0.012425295004504733, "eta_seconds": 10234.92544455688, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.2543103448275862, "fast_rcnn/fg_cls_accuracy": 0.727037037037037, "iteration": 252039, "loss_box_reg": 0.2047872138209641, "loss_cls": 0.16508410160895437, "loss_mask": 0.22455317713320255, "loss_rpn_cls": 0.021536438100156374, "loss_rpn_loc": 0.0709351908590179, "loss_sem_seg": 0.18552406504750252, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9023474873820496, "mask_rcnn/false_negative": 0.08063384611539105, "mask_rcnn/false_positive": 0.10364740226491378, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.5716707269893959, "total_loss": 0.9045763693648041} {"data_time": 0.013118257513269782, "eta_seconds": 10223.187984207078, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.2209809964047252, "fast_rcnn/fg_cls_accuracy": 0.7677195685670262, "iteration": 252059, "loss_box_reg": 0.2190592223778367, "loss_cls": 0.16728905425406992, "loss_mask": 0.23030897323042154, "loss_rpn_cls": 0.025873543207126204, "loss_rpn_loc": 0.06568390519532841, "loss_sem_seg": 0.19768185215070844, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8971624384331656, "mask_rcnn/false_negative": 0.09326962656107424, "mask_rcnn/false_positive": 0.1021325525001965, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5671835734974593, "total_loss": 0.9292623524270311} {"data_time": 0.012053188504069112, "eta_seconds": 10211.791531407114, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.20256410256410257, "fast_rcnn/fg_cls_accuracy": 0.7775776397515528, "iteration": 252079, "loss_box_reg": 0.200308071449399, "loss_cls": 0.1535847734194249, "loss_mask": 0.22556543815881014, "loss_rpn_cls": 0.02485013031764538, "loss_rpn_loc": 0.06021377742581535, "loss_sem_seg": 0.19599734828807414, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9125338817998137, "mask_rcnn/false_negative": 0.08084372102802351, "mask_rcnn/false_positive": 0.09587645744655554, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5778879464924103, "total_loss": 0.8728717854173738} {"data_time": 0.012611325510079041, "eta_seconds": 10193.708312064351, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.23930640763462852, "fast_rcnn/fg_cls_accuracy": 0.7316919191919192, "iteration": 252099, "loss_box_reg": 0.18986472277902067, "loss_cls": 0.14335381612181664, "loss_mask": 0.21510838996618986, "loss_rpn_cls": 0.017684652798834577, "loss_rpn_loc": 0.046689130722370464, "loss_sem_seg": 0.18890613201074302, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9262045780101327, "mask_rcnn/false_negative": 0.07431530088606615, "mask_rcnn/false_positive": 0.07262014345271006, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.553155263492954, "total_loss": 0.8109659154433757} {"data_time": 0.012848597980337217, "eta_seconds": 10189.33811447701, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.20074555837563451, "fast_rcnn/fg_cls_accuracy": 0.7840260152284264, "iteration": 252119, "loss_box_reg": 0.219826226006262, "loss_cls": 0.1577861439436674, "loss_mask": 0.21529056690633297, "loss_rpn_cls": 0.028072288318071514, "loss_rpn_loc": 0.05933589016785845, "loss_sem_seg": 0.19829603633843362, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9026601822905626, "mask_rcnn/false_negative": 0.07510057663760494, "mask_rcnn/false_positive": 0.12044634598181875, "roi_head/num_bg_samples": 432.5, "roi_head/num_fg_samples": 79.5, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5799098315037554, "total_loss": 0.8985320793872233} {"data_time": 0.013043424492934719, "eta_seconds": 10176.456452348488, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.2746827764015975, "fast_rcnn/fg_cls_accuracy": 0.7150193837176771, "iteration": 252139, "loss_box_reg": 0.20824819128029048, "loss_cls": 0.15974607574753463, "loss_mask": 0.23175676353275776, "loss_rpn_cls": 0.027875093124748673, "loss_rpn_loc": 0.06537302606739104, "loss_sem_seg": 0.19428404932841659, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8997564129818594, "mask_rcnn/false_negative": 0.09199632702755434, "mask_rcnn/false_positive": 0.11299663401038415, "roi_head/num_bg_samples": 431.75, "roi_head/num_fg_samples": 80.25, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5682310885022162, "total_loss": 0.8740830113310949} {"data_time": 0.012816091009881347, "eta_seconds": 10159.541366154968, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.20088073837244375, "fast_rcnn/fg_cls_accuracy": 0.7850696748506968, "iteration": 252159, "loss_box_reg": 0.20340018905699253, "loss_cls": 0.16195916617289186, "loss_mask": 0.21859013056382537, "loss_rpn_cls": 0.02411759704227734, "loss_rpn_loc": 0.06663715155809768, "loss_sem_seg": 0.20562518597580492, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9176814917886347, "mask_rcnn/false_negative": 0.08806325249446334, "mask_rcnn/false_positive": 0.10068008506947337, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.5654247920028865, "total_loss": 0.8879336168338341} {"data_time": 0.011019252982805483, "eta_seconds": 10153.666112608611, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.2737270628265889, "fast_rcnn/fg_cls_accuracy": 0.7191639324340746, "iteration": 252179, "loss_box_reg": 0.1997099369764328, "loss_cls": 0.15829671453684568, "loss_mask": 0.21911079296842217, "loss_rpn_cls": 0.016963901887720567, "loss_rpn_loc": 0.05318667279789224, "loss_sem_seg": 0.19352131022606045, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8933495707034668, "mask_rcnn/false_negative": 0.1062224957886137, "mask_rcnn/false_positive": 0.0988087515932301, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5759643769997638, "total_loss": 0.8352431033636094} {"data_time": 0.012464033003197983, "eta_seconds": 10143.294455706739, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.23055366847826086, "fast_rcnn/fg_cls_accuracy": 0.739141099278458, "iteration": 252199, "loss_box_reg": 0.19481052015908062, "loss_cls": 0.15453663864172995, "loss_mask": 0.22643491718918085, "loss_rpn_cls": 0.026423353908739955, "loss_rpn_loc": 0.05576369850314222, "loss_sem_seg": 0.1891814791597426, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9183154454804363, "mask_rcnn/false_negative": 0.07540517472819279, "mask_rcnn/false_positive": 0.0983053928387621, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.5669003340008203, "total_loss": 0.8604114001209382} {"data_time": 0.013304319989401847, "eta_seconds": 10131.898135886833, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.29123365739188734, "fast_rcnn/fg_cls_accuracy": 0.6904402726561627, "iteration": 252219, "loss_box_reg": 0.21538544306531549, "loss_cls": 0.160835278686136, "loss_mask": 0.22392696095630527, "loss_rpn_cls": 0.02802543341749697, "loss_rpn_loc": 0.062338924093637615, "loss_sem_seg": 0.20110093848779798, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8988318834404798, "mask_rcnn/false_negative": 0.09634017530641215, "mask_rcnn/false_positive": 0.11068944280582341, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5749061149981571, "total_loss": 0.8970857318536218} {"data_time": 0.0122693659941433, "eta_seconds": 10120.501816066928, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.22958650544857442, "fast_rcnn/fg_cls_accuracy": 0.728860566541051, "iteration": 252239, "loss_box_reg": 0.19471125723794103, "loss_cls": 0.15853967354632914, "loss_mask": 0.21142711909487844, "loss_rpn_cls": 0.02177343204675708, "loss_rpn_loc": 0.0721082531963475, "loss_sem_seg": 0.188800148665905, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9106366104133962, "mask_rcnn/false_negative": 0.08446053490671365, "mask_rcnn/false_positive": 0.10162088934988175, "roi_head/num_bg_samples": 430.0, "roi_head/num_fg_samples": 82.0, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.5673123625019798, "total_loss": 0.8515902877552435} {"data_time": 0.01303093449678272, "eta_seconds": 10107.707993319666, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.2394774011299435, "fast_rcnn/fg_cls_accuracy": 0.7377035559986707, "iteration": 252259, "loss_box_reg": 0.22672575246542692, "loss_cls": 0.17110848287120461, "loss_mask": 0.2242105514742434, "loss_rpn_cls": 0.02351628647011239, "loss_rpn_loc": 0.050745940883643925, "loss_sem_seg": 0.2013066781219095, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.905247630621879, "mask_rcnn/false_negative": 0.08551583789141365, "mask_rcnn/false_positive": 0.09723461302069131, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5699911789997714, "total_loss": 0.917193042978397} {"data_time": 0.012852949512307532, "eta_seconds": 10095.0226286463, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.26000548245614036, "fast_rcnn/fg_cls_accuracy": 0.6970942982456141, "iteration": 252279, "loss_box_reg": 0.20867209695279598, "loss_cls": 0.1572543866932392, "loss_mask": 0.22536442149430513, "loss_rpn_cls": 0.02166455915721599, "loss_rpn_loc": 0.057672868453664705, "loss_sem_seg": 0.20229804352857172, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8982588451588923, "mask_rcnn/false_negative": 0.0937297762186205, "mask_rcnn/false_positive": 0.09627300289938158, "roi_head/num_bg_samples": 428.25, "roi_head/num_fg_samples": 83.75, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.560751351993531, "total_loss": 0.8608316341906175} {"data_time": 0.013103676988976076, "eta_seconds": 10086.312856607212, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.2509090909090909, "fast_rcnn/fg_cls_accuracy": 0.7041831543244771, "iteration": 252299, "loss_box_reg": 0.18011649453546852, "loss_cls": 0.14411202922929078, "loss_mask": 0.20732810394838452, "loss_rpn_cls": 0.0204519619110215, "loss_rpn_loc": 0.04706397862173617, "loss_sem_seg": 0.17407586541958153, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9058514959381812, "mask_rcnn/false_negative": 0.06864563952241137, "mask_rcnn/false_positive": 0.10397877018901751, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5680533754930366, "total_loss": 0.7627135420189006} {"data_time": 0.012520166012109257, "eta_seconds": 10075.586761653714, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.23542767120748773, "fast_rcnn/fg_cls_accuracy": 0.7427556500335646, "iteration": 252319, "loss_box_reg": 0.21266179578378797, "loss_cls": 0.16290185740217566, "loss_mask": 0.21612845174968243, "loss_rpn_cls": 0.025412657403649064, "loss_rpn_loc": 0.07049668420222588, "loss_sem_seg": 0.21815703995525837, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8883917894724854, "mask_rcnn/false_negative": 0.1013256264992301, "mask_rcnn/false_positive": 0.12324916517423654, "roi_head/num_bg_samples": 428.75, "roi_head/num_fg_samples": 83.25, "rpn/num_neg_anchors": 202.0, "rpn/num_pos_anchors": 54.0, "time": 0.5658830235188361, "total_loss": 0.9065043338814576} {"data_time": 0.013357649004319683, "eta_seconds": 10063.972956757367, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.23582123411978223, "fast_rcnn/fg_cls_accuracy": 0.745108896271687, "iteration": 252339, "loss_box_reg": 0.1956128345336765, "loss_cls": 0.16287652752362192, "loss_mask": 0.2220994671806693, "loss_rpn_cls": 0.02670243637112435, "loss_rpn_loc": 0.0538057183730416, "loss_sem_seg": 0.21479053772054613, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8880014477186755, "mask_rcnn/false_negative": 0.09085139945215692, "mask_rcnn/false_positive": 0.11119590201119636, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.5692998860031366, "total_loss": 0.8985721052958979} {"data_time": 0.01218938350211829, "eta_seconds": 10047.416537582394, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.24047780727205384, "fast_rcnn/fg_cls_accuracy": 0.7213590823290257, "iteration": 252359, "loss_box_reg": 0.20100239338353276, "loss_cls": 0.1618177928030491, "loss_mask": 0.2215884500183165, "loss_rpn_cls": 0.020903661017655395, "loss_rpn_loc": 0.062159128923667595, "loss_sem_seg": 0.20090818032622337, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.899960523835823, "mask_rcnn/false_negative": 0.10345981663710081, "mask_rcnn/false_positive": 0.09681840352955662, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5575202195032034, "total_loss": 0.8654866979959479} {"data_time": 0.01148504950106144, "eta_seconds": 10036.91872789216, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.2376068376068376, "fast_rcnn/fg_cls_accuracy": 0.743451536643026, "iteration": 252379, "loss_box_reg": 0.21844372944906354, "loss_cls": 0.16405120049603283, "loss_mask": 0.22822784772142768, "loss_rpn_cls": 0.021092855073220562, "loss_rpn_loc": 0.05688384141831193, "loss_sem_seg": 0.19701914908364415, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8934419869652155, "mask_rcnn/false_negative": 0.09736571717895302, "mask_rcnn/false_positive": 0.10645127542651257, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.5776909224950941, "total_loss": 0.9019132715038722} {"data_time": 0.011989607504801825, "eta_seconds": 10024.634571622228, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.18894982916741593, "fast_rcnn/fg_cls_accuracy": 0.7777757737536974, "iteration": 252399, "loss_box_reg": 0.19277391908690333, "loss_cls": 0.15023666806519032, "loss_mask": 0.22637685295194387, "loss_rpn_cls": 0.02305277913546888, "loss_rpn_loc": 0.06081875567906536, "loss_sem_seg": 0.20150832179933786, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9009511677780908, "mask_rcnn/false_negative": 0.08230024809159114, "mask_rcnn/false_positive": 0.108427605496479, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5648333630088018, "total_loss": 0.8265418113296619} {"data_time": 0.012729898997349665, "eta_seconds": 10008.44965398738, "fast_rcnn/cls_accuracy": 0.95751953125, "fast_rcnn/false_negative": 0.2197560975609756, "fast_rcnn/fg_cls_accuracy": 0.7674880763116056, "iteration": 252419, "loss_box_reg": 0.19324679113924503, "loss_cls": 0.15124299377202988, "loss_mask": 0.21831939602270722, "loss_rpn_cls": 0.02308988724507799, "loss_rpn_loc": 0.056590636930195615, "loss_sem_seg": 0.19975133799016476, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9131579949395489, "mask_rcnn/false_negative": 0.09876890454146048, "mask_rcnn/false_positive": 0.06863499255433247, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5653764605085598, "total_loss": 0.8335478525477811} {"data_time": 0.012337000996922143, "eta_seconds": 10005.155293990567, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.2504044943820225, "fast_rcnn/fg_cls_accuracy": 0.7191685393258427, "iteration": 252439, "loss_box_reg": 0.20211507054045796, "loss_cls": 0.15417736489325762, "loss_mask": 0.2220480851829052, "loss_rpn_cls": 0.023685032007051632, "loss_rpn_loc": 0.0535703785426449, "loss_sem_seg": 0.20102808834053576, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8878954065670819, "mask_rcnn/false_negative": 0.10299531153735342, "mask_rcnn/false_positive": 0.10972171595612626, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5725673170090886, "total_loss": 0.8493390133808134} {"data_time": 0.0122523089958122, "eta_seconds": 9991.350740931637, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.2191617799241118, "fast_rcnn/fg_cls_accuracy": 0.7677625065517442, "iteration": 252459, "loss_box_reg": 0.2106672660447657, "loss_cls": 0.1544252964667976, "loss_mask": 0.21822181437164545, "loss_rpn_cls": 0.021612807897327002, "loss_rpn_loc": 0.05659298654063605, "loss_sem_seg": 0.17707688710652292, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9114933615491652, "mask_rcnn/false_negative": 0.09370365762701657, "mask_rcnn/false_positive": 0.08747566909647662, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5562654944951646, "total_loss": 0.8433058138980414} {"data_time": 0.011820461979368702, "eta_seconds": 9979.070639701895, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.22198879551820727, "fast_rcnn/fg_cls_accuracy": 0.7653036824485893, "iteration": 252479, "loss_box_reg": 0.20004745689220726, "loss_cls": 0.14497975388076156, "loss_mask": 0.21506804367527366, "loss_rpn_cls": 0.021058825426734984, "loss_rpn_loc": 0.05274104612180963, "loss_sem_seg": 0.19695494463667274, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8972997624120671, "mask_rcnn/false_negative": 0.089636526900081, "mask_rcnn/false_positive": 0.1036663882136833, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5795062685065204, "total_loss": 0.8271686449370463} {"data_time": 0.012401511499774642, "eta_seconds": 9974.070137976043, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.26112082362082367, "fast_rcnn/fg_cls_accuracy": 0.7223280751506558, "iteration": 252499, "loss_box_reg": 0.19079775956925005, "loss_cls": 0.1527753146365285, "loss_mask": 0.2137946211732924, "loss_rpn_cls": 0.02165197164572419, "loss_rpn_loc": 0.062218405699240975, "loss_sem_seg": 0.19706400064751506, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8966784198815985, "mask_rcnn/false_negative": 0.09845420448606534, "mask_rcnn/false_positive": 0.0914987044223457, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5777772274886956, "total_loss": 0.8324897868551489} {"data_time": 0.013135693487129174, "eta_seconds": 9968.879879593806, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.23776223776223776, "fast_rcnn/fg_cls_accuracy": 0.7283549783549783, "iteration": 252519, "loss_box_reg": 0.21832866268232465, "loss_cls": 0.16843842167872936, "loss_mask": 0.22593625215813518, "loss_rpn_cls": 0.02457176749885548, "loss_rpn_loc": 0.0624007485457696, "loss_sem_seg": 0.22188505984377116, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8899311318237453, "mask_rcnn/false_negative": 0.10816781437811299, "mask_rcnn/false_positive": 0.11297194968832264, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 208.0, "rpn/num_pos_anchors": 48.0, "time": 0.5730265085003339, "total_loss": 0.9240146244119387} {"data_time": 0.011551789488294162, "eta_seconds": 9961.180378664707, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.1993511652542373, "fast_rcnn/fg_cls_accuracy": 0.7864583333333333, "iteration": 252539, "loss_box_reg": 0.18464436673093587, "loss_cls": 0.14436125243082643, "loss_mask": 0.21169981360435486, "loss_rpn_cls": 0.01878216320392312, "loss_rpn_loc": 0.04714656440773979, "loss_sem_seg": 0.19946665037423372, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8982865502781541, "mask_rcnn/false_negative": 0.09480629604217436, "mask_rcnn/false_positive": 0.1125724993331771, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.5669751405075658, "total_loss": 0.7873872510754154} {"data_time": 0.01175515451177489, "eta_seconds": 9955.308236728015, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.18558899740881005, "fast_rcnn/fg_cls_accuracy": 0.7833441769681198, "iteration": 252559, "loss_box_reg": 0.18585550505667925, "loss_cls": 0.13987351657124236, "loss_mask": 0.2110730498097837, "loss_rpn_cls": 0.02234460072577349, "loss_rpn_loc": 0.04961735047982074, "loss_sem_seg": 0.1942568535450846, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9059597396650968, "mask_rcnn/false_negative": 0.08010459437862358, "mask_rcnn/false_positive": 0.10241374287043395, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5768770445138216, "total_loss": 0.8267984529957175} {"data_time": 0.012217564508318901, "eta_seconds": 9948.499393642182, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.2556038647342995, "fast_rcnn/fg_cls_accuracy": 0.711588222952654, "iteration": 252579, "loss_box_reg": 0.21735852141864598, "loss_cls": 0.1765335826203227, "loss_mask": 0.23208025190979242, "loss_rpn_cls": 0.02369158483816136, "loss_rpn_loc": 0.06780962226912379, "loss_sem_seg": 0.1863755020312965, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9060551499605367, "mask_rcnn/false_negative": 0.09069592627473838, "mask_rcnn/false_positive": 0.09504912924547307, "roi_head/num_bg_samples": 429.25, "roi_head/num_fg_samples": 82.75, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5757101544877514, "total_loss": 0.8748249339259928} {"data_time": 0.012012304505333304, "eta_seconds": 9931.1471902646, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.23008460236886633, "fast_rcnn/fg_cls_accuracy": 0.760859375, "iteration": 252599, "loss_box_reg": 0.222449098713696, "loss_cls": 0.16973735601641238, "loss_mask": 0.2190571054816246, "loss_rpn_cls": 0.02405067016297835, "loss_rpn_loc": 0.06055090145673603, "loss_sem_seg": 0.20292138238437474, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9088905288677971, "mask_rcnn/false_negative": 0.08083699360085309, "mask_rcnn/false_positive": 0.09638823116337017, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5615221525076777, "total_loss": 0.9159179886737547} {"data_time": 0.012962205990334041, "eta_seconds": 9931.506824136086, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.2793956043956044, "fast_rcnn/fg_cls_accuracy": 0.714487870619946, "iteration": 252619, "loss_box_reg": 0.19497638917528093, "loss_cls": 0.1465355851687491, "loss_mask": 0.2176085328683257, "loss_rpn_cls": 0.02326456353694084, "loss_rpn_loc": 0.061914567904750584, "loss_sem_seg": 0.18167249101679772, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8992878575097905, "mask_rcnn/false_negative": 0.0898841763939934, "mask_rcnn/false_positive": 0.13377807812705084, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5773264079907676, "total_loss": 0.8257735820770904} {"data_time": 0.012711195478914306, "eta_seconds": 9922.831641182798, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.30453125000000003, "fast_rcnn/fg_cls_accuracy": 0.6876282051282051, "iteration": 252639, "loss_box_reg": 0.199886494432576, "loss_cls": 0.1618009441299364, "loss_mask": 0.21427403343841434, "loss_rpn_cls": 0.022805066299042664, "loss_rpn_loc": 0.05414729070616886, "loss_sem_seg": 0.21066504262853414, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9140389781563488, "mask_rcnn/false_negative": 0.09729586176795929, "mask_rcnn/false_positive": 0.11526727357498395, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5754518350004219, "total_loss": 0.8558124201736064} {"data_time": 0.012531356493127532, "eta_seconds": 9900.247098763954, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.2051429196043067, "fast_rcnn/fg_cls_accuracy": 0.7778680753081404, "iteration": 252659, "loss_box_reg": 0.21242687827907503, "loss_cls": 0.1592857693322003, "loss_mask": 0.22248898819088936, "loss_rpn_cls": 0.023317820916417986, "loss_rpn_loc": 0.06241029698867351, "loss_sem_seg": 0.19227865897119045, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9136718293232359, "mask_rcnn/false_negative": 0.08375640335020154, "mask_rcnn/false_positive": 0.1067717635731342, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5538818595086923, "total_loss": 0.8662887052632868} {"data_time": 0.012989046503207646, "eta_seconds": 9888.589151089065, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.2115702479338843, "fast_rcnn/fg_cls_accuracy": 0.7801652892561983, "iteration": 252679, "loss_box_reg": 0.21128058223985136, "loss_cls": 0.1529696772340685, "loss_mask": 0.22247584024444222, "loss_rpn_cls": 0.0239697808137862, "loss_rpn_loc": 0.050661888904869556, "loss_sem_seg": 0.21067977836355567, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8951986399690941, "mask_rcnn/false_negative": 0.09823327650892132, "mask_rcnn/false_positive": 0.1132773094947333, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5748583755048458, "total_loss": 0.9015575247540255} {"data_time": 0.013462652510497719, "eta_seconds": 9871.429597877548, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.20403113705866, "fast_rcnn/fg_cls_accuracy": 0.7675770891734222, "iteration": 252699, "loss_box_reg": 0.18492552055977285, "loss_cls": 0.14997601322829723, "loss_mask": 0.22068632580339909, "loss_rpn_cls": 0.02551580299041234, "loss_rpn_loc": 0.05179585298174061, "loss_sem_seg": 0.18993778759613633, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9044467440494321, "mask_rcnn/false_negative": 0.08792947329232834, "mask_rcnn/false_positive": 0.09924705464931438, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5651965379947796, "total_loss": 0.8303011787847936} {"data_time": 0.013006883003981784, "eta_seconds": 9860.018200157327, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.2248283752860412, "fast_rcnn/fg_cls_accuracy": 0.7663996948893974, "iteration": 252719, "loss_box_reg": 0.18652358022518456, "loss_cls": 0.1412694788305089, "loss_mask": 0.226227137260139, "loss_rpn_cls": 0.022614900379267056, "loss_rpn_loc": 0.06278878601733595, "loss_sem_seg": 0.19946859386982396, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.903335937417383, "mask_rcnn/false_negative": 0.07769016400867743, "mask_rcnn/false_positive": 0.09909988294686624, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5678908830013825, "total_loss": 0.8348538922291482} {"data_time": 0.012279293485335074, "eta_seconds": 9849.782794128478, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.2190566037735849, "fast_rcnn/fg_cls_accuracy": 0.7343166542195668, "iteration": 252739, "loss_box_reg": 0.1901598589029163, "loss_cls": 0.14080904191359878, "loss_mask": 0.21506136655807495, "loss_rpn_cls": 0.02028156797086922, "loss_rpn_loc": 0.04887818130373489, "loss_sem_seg": 0.1826252695173025, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9229236165620094, "mask_rcnn/false_negative": 0.06002944353861122, "mask_rcnn/false_positive": 0.10027928464688213, "roi_head/num_bg_samples": 460.25, "roi_head/num_fg_samples": 51.75, "rpn/num_neg_anchors": 239.5, "rpn/num_pos_anchors": 16.5, "time": 0.5739432779955678, "total_loss": 0.7919756766641513} {"data_time": 0.013120610994519666, "eta_seconds": 9828.295738478831, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.1927128232758621, "fast_rcnn/fg_cls_accuracy": 0.7919646009887006, "iteration": 252759, "loss_box_reg": 0.21733119431883097, "loss_cls": 0.1770416209474206, "loss_mask": 0.22727764211595058, "loss_rpn_cls": 0.025411182890820783, "loss_rpn_loc": 0.06427547903149389, "loss_sem_seg": 0.2113485960289836, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9001649966612223, "mask_rcnn/false_negative": 0.0884993879588088, "mask_rcnn/false_positive": 0.11685075250934315, "roi_head/num_bg_samples": 422.75, "roi_head/num_fg_samples": 89.25, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.5642233799881069, "total_loss": 0.9542585391172906} {"data_time": 0.012155413496657275, "eta_seconds": 9816.89466459857, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.18836693836693835, "fast_rcnn/fg_cls_accuracy": 0.8082546832546833, "iteration": 252779, "loss_box_reg": 0.18639641255140305, "loss_cls": 0.14443438034504652, "loss_mask": 0.20619581267237663, "loss_rpn_cls": 0.022242573817493394, "loss_rpn_loc": 0.04376703718389763, "loss_sem_seg": 0.17423443915322423, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9209912335099786, "mask_rcnn/false_negative": 0.06627547454339522, "mask_rcnn/false_positive": 0.08876056095861251, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.563536315006786, "total_loss": 0.7995459320864029} {"data_time": 0.013832771990564652, "eta_seconds": 9798.939545056593, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.24046140195208518, "fast_rcnn/fg_cls_accuracy": 0.7310429606625259, "iteration": 252799, "loss_box_reg": 0.19694533199071884, "loss_cls": 0.147112627630122, "loss_mask": 0.21079407585784793, "loss_rpn_cls": 0.022383235474990215, "loss_rpn_loc": 0.06527259449649137, "loss_sem_seg": 0.20786682423204184, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9071768610190072, "mask_rcnn/false_negative": 0.08111616800553492, "mask_rcnn/false_positive": 0.08833250514014265, "roi_head/num_bg_samples": 457.25, "roi_head/num_fg_samples": 54.75, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.5595436275034444, "total_loss": 0.870318172743282} {"data_time": 0.011753774509998038, "eta_seconds": 9797.934265443575, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.22205615340330365, "fast_rcnn/fg_cls_accuracy": 0.756691380642945, "iteration": 252819, "loss_box_reg": 0.20130416261963546, "loss_cls": 0.14616465475410223, "loss_mask": 0.21739402506500483, "loss_rpn_cls": 0.020786816960026044, "loss_rpn_loc": 0.051310538590769283, "loss_sem_seg": 0.1860208697617054, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9110539627456921, "mask_rcnn/false_negative": 0.07635273171190343, "mask_rcnn/false_positive": 0.12203802333243138, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5760316430096282, "total_loss": 0.8554257405048702} {"data_time": 0.012579670001287013, "eta_seconds": 9780.29927648745, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.19532439841608285, "fast_rcnn/fg_cls_accuracy": 0.7603665670089692, "iteration": 252839, "loss_box_reg": 0.1856291708536446, "loss_cls": 0.15055337804369628, "loss_mask": 0.2155890492722392, "loss_rpn_cls": 0.01978067415620899, "loss_rpn_loc": 0.05122686444519786, "loss_sem_seg": 0.19990739645436406, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8886397720331098, "mask_rcnn/false_negative": 0.09061177266293702, "mask_rcnn/false_positive": 0.1413920491595021, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.568435111999861, "total_loss": 0.8263814809070027} {"data_time": 0.012106534006306902, "eta_seconds": 9754.938832063635, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.22397117136426964, "fast_rcnn/fg_cls_accuracy": 0.7712432915921288, "iteration": 252859, "loss_box_reg": 0.20365660660900176, "loss_cls": 0.15777493710629642, "loss_mask": 0.22999341553077102, "loss_rpn_cls": 0.0281109937641304, "loss_rpn_loc": 0.06809504589182325, "loss_sem_seg": 0.1729058006312698, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.904793675712043, "mask_rcnn/false_negative": 0.08441459589723962, "mask_rcnn/false_positive": 0.10807851744143485, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5622077865118627, "total_loss": 0.9350930982254795} {"data_time": 0.012999272003071383, "eta_seconds": 9737.712172702551, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.20906043839114705, "fast_rcnn/fg_cls_accuracy": 0.7668918918918919, "iteration": 252879, "loss_box_reg": 0.19585957331582904, "loss_cls": 0.142904152860865, "loss_mask": 0.22389894863590598, "loss_rpn_cls": 0.024390101214521565, "loss_rpn_loc": 0.05299634110997431, "loss_sem_seg": 0.1965884187957272, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9012265368616039, "mask_rcnn/false_negative": 0.08141816223860496, "mask_rcnn/false_positive": 0.11034729375304492, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5702492644923041, "total_loss": 0.8378971471538534} {"data_time": 0.012339352499111556, "eta_seconds": 9724.099775433802, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.2297858740811761, "fast_rcnn/fg_cls_accuracy": 0.762277617982316, "iteration": 252899, "loss_box_reg": 0.19590538297779858, "loss_cls": 0.15602246520575136, "loss_mask": 0.2125425157137215, "loss_rpn_cls": 0.0227259512580531, "loss_rpn_loc": 0.061173030495410785, "loss_sem_seg": 0.20280103664845228, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9111110700715292, "mask_rcnn/false_negative": 0.07693548397108843, "mask_rcnn/false_positive": 0.08964527574605814, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5781646375107812, "total_loss": 0.877135460737918} {"data_time": 0.01166449350421317, "eta_seconds": 9720.079851751376, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.26727317432997294, "fast_rcnn/fg_cls_accuracy": 0.6890111466273257, "iteration": 252919, "loss_box_reg": 0.199567680247128, "loss_cls": 0.1570947419386357, "loss_mask": 0.22121376590803266, "loss_rpn_cls": 0.027385416033212095, "loss_rpn_loc": 0.06520748231559992, "loss_sem_seg": 0.20914892596192658, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8980437756024652, "mask_rcnn/false_negative": 0.09157190287014791, "mask_rcnn/false_positive": 0.11285516422807985, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 203.0, "rpn/num_pos_anchors": 53.0, "time": 0.5784720049996395, "total_loss": 0.8638912861497374} {"data_time": 0.01251564449921716, "eta_seconds": 9706.291836364733, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.18571428571428572, "fast_rcnn/fg_cls_accuracy": 0.7513235294117647, "iteration": 252939, "loss_box_reg": 0.18629522397532128, "loss_cls": 0.14828116312855855, "loss_mask": 0.22053485363721848, "loss_rpn_cls": 0.021957818667942774, "loss_rpn_loc": 0.0579655269975774, "loss_sem_seg": 0.19946669205091894, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9038294014259681, "mask_rcnn/false_negative": 0.08922792500545376, "mask_rcnn/false_positive": 0.1166413110578671, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.5555573025048943, "total_loss": 0.8417785117580934} {"data_time": 0.012029427991365083, "eta_seconds": 9700.41795367263, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.24025341130604289, "fast_rcnn/fg_cls_accuracy": 0.7597465886939572, "iteration": 252959, "loss_box_reg": 0.2148751188069582, "loss_cls": 0.15773439966142178, "loss_mask": 0.22534548118710518, "loss_rpn_cls": 0.023079935386704165, "loss_rpn_loc": 0.05307578162501159, "loss_sem_seg": 0.1933206836692989, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9024254527935007, "mask_rcnn/false_negative": 0.08933107507812982, "mask_rcnn/false_positive": 0.10839685549214131, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5821169265109347, "total_loss": 0.8713665143077378} {"data_time": 0.011823218985227868, "eta_seconds": 9689.033154712859, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.2493358633776091, "fast_rcnn/fg_cls_accuracy": 0.724912644682245, "iteration": 252979, "loss_box_reg": 0.2138758646324277, "loss_cls": 0.15529580460861325, "loss_mask": 0.21959323715418577, "loss_rpn_cls": 0.023678154771914706, "loss_rpn_loc": 0.06564443091156136, "loss_sem_seg": 0.18709379923529923, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8973147192719562, "mask_rcnn/false_negative": 0.09025957539928904, "mask_rcnn/false_positive": 0.1055943383811192, "roi_head/num_bg_samples": 430.75, "roi_head/num_fg_samples": 81.25, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.5665381659782724, "total_loss": 0.8919021506899298} {"data_time": 0.012888102501165122, "eta_seconds": 9676.056331347587, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.2748508575689784, "fast_rcnn/fg_cls_accuracy": 0.7027284368125554, "iteration": 252999, "loss_box_reg": 0.21727191656827927, "loss_cls": 0.16086661722511053, "loss_mask": 0.2270208951085806, "loss_rpn_cls": 0.023981712274689926, "loss_rpn_loc": 0.06015537364874035, "loss_sem_seg": 0.18748095724731684, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9068056246889, "mask_rcnn/false_negative": 0.08832125907617715, "mask_rcnn/false_positive": 0.1063997338242324, "roi_head/num_bg_samples": 427.25, "roi_head/num_fg_samples": 84.75, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5688024745031726, "total_loss": 0.882331103355682} {"data_time": 0.013644469494465739, "eta_seconds": 9663.174050851245, "fast_rcnn/cls_accuracy": 0.95556640625, "fast_rcnn/false_negative": 0.18402438106704794, "fast_rcnn/fg_cls_accuracy": 0.8079517889630079, "iteration": 253019, "loss_box_reg": 0.21182135702110827, "loss_cls": 0.1617998592555523, "loss_mask": 0.2164357015863061, "loss_rpn_cls": 0.022639527000137605, "loss_rpn_loc": 0.05666570604080334, "loss_sem_seg": 0.2122594784013927, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9024630076099449, "mask_rcnn/false_negative": 0.09715067607139402, "mask_rcnn/false_positive": 0.09575482716595396, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5735421145072905, "total_loss": 0.8936113614472561} {"data_time": 0.011549726492376067, "eta_seconds": 9651.792890671219, "fast_rcnn/cls_accuracy": 0.95556640625, "fast_rcnn/false_negative": 0.23671328671328673, "fast_rcnn/fg_cls_accuracy": 0.7282034003732116, "iteration": 253039, "loss_box_reg": 0.19744590832851827, "loss_cls": 0.1501566634979099, "loss_mask": 0.2183942231349647, "loss_rpn_cls": 0.022128392796730623, "loss_rpn_loc": 0.06594165356364101, "loss_sem_seg": 0.21350683877244592, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8889858847592531, "mask_rcnn/false_negative": 0.0951802621061788, "mask_rcnn/false_positive": 0.11279009952385628, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5710475555097219, "total_loss": 0.8590384454837476} {"data_time": 0.011681865493301302, "eta_seconds": 9640.411730491192, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.21420523138832998, "fast_rcnn/fg_cls_accuracy": 0.764937106918239, "iteration": 253059, "loss_box_reg": 0.20073953364044428, "loss_cls": 0.16415487485937774, "loss_mask": 0.23125273548066616, "loss_rpn_cls": 0.025580383680789964, "loss_rpn_loc": 0.05880835998686962, "loss_sem_seg": 0.21383402054198086, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8901637009483596, "mask_rcnn/false_negative": 0.09066476241672164, "mask_rcnn/false_positive": 0.1203292965916638, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5590394285100047, "total_loss": 0.890803767280886} {"data_time": 0.012724953994620591, "eta_seconds": 9629.030570311166, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.25703020383871444, "fast_rcnn/fg_cls_accuracy": 0.7233526130964677, "iteration": 253079, "loss_box_reg": 0.21706791198812425, "loss_cls": 0.16206876724027097, "loss_mask": 0.22096590884029865, "loss_rpn_cls": 0.020955631938704755, "loss_rpn_loc": 0.05912730909767561, "loss_sem_seg": 0.18778713326901197, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9105105353829843, "mask_rcnn/false_negative": 0.08711027674053975, "mask_rcnn/false_positive": 0.09095161180378858, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5830510184896411, "total_loss": 0.8912742654611066} {"data_time": 0.013942934485385194, "eta_seconds": 9619.775843148658, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.24940191387559807, "fast_rcnn/fg_cls_accuracy": 0.7126818469323213, "iteration": 253099, "loss_box_reg": 0.1961362484144047, "loss_cls": 0.15209771017543972, "loss_mask": 0.21941972663626075, "loss_rpn_cls": 0.022621353757131146, "loss_rpn_loc": 0.05844045523554087, "loss_sem_seg": 0.18811279791407287, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9087382157249309, "mask_rcnn/false_negative": 0.0874764479152676, "mask_rcnn/false_positive": 0.09712871493953026, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5686287809949135, "total_loss": 0.8803140907693887} {"data_time": 0.012630807003006339, "eta_seconds": 9603.886787976851, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.2750919600630583, "fast_rcnn/fg_cls_accuracy": 0.7217979920900517, "iteration": 253119, "loss_box_reg": 0.20386576978489757, "loss_cls": 0.16038366919383407, "loss_mask": 0.22537426464259624, "loss_rpn_cls": 0.021971999616653193, "loss_rpn_loc": 0.05981929798144847, "loss_sem_seg": 0.1997530939988792, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8987423823590577, "mask_rcnn/false_negative": 0.08338934206960463, "mask_rcnn/false_positive": 0.1099757840792904, "roi_head/num_bg_samples": 429.25, "roi_head/num_fg_samples": 82.75, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.5729043394967448, "total_loss": 0.8849644801957766} {"data_time": 0.012574224499985576, "eta_seconds": 9594.3973620756, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.1897733094262295, "fast_rcnn/fg_cls_accuracy": 0.7741019652061856, "iteration": 253139, "loss_box_reg": 0.20338084595277905, "loss_cls": 0.15874681679997593, "loss_mask": 0.22497480222955346, "loss_rpn_cls": 0.022391911730665015, "loss_rpn_loc": 0.05778126616496593, "loss_sem_seg": 0.22269337577745318, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9093148882130118, "mask_rcnn/false_negative": 0.09646355635228064, "mask_rcnn/false_positive": 0.09202193478775367, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.571614286993281, "total_loss": 0.8870209861634066} {"data_time": 0.011840227511129342, "eta_seconds": 9596.477768668381, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.1986123396727112, "fast_rcnn/fg_cls_accuracy": 0.7838271860754248, "iteration": 253159, "loss_box_reg": 0.2169825213495642, "loss_cls": 0.17195441853255033, "loss_mask": 0.22847736906260252, "loss_rpn_cls": 0.026286794483894482, "loss_rpn_loc": 0.06020463060121983, "loss_sem_seg": 0.17237396049313247, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8954499614806553, "mask_rcnn/false_negative": 0.08083961180109867, "mask_rcnn/false_positive": 0.11318137318458929, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5807811225095065, "total_loss": 0.9125349788955646} {"data_time": 0.012325954492553137, "eta_seconds": 9578.113625603364, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.20539835440497692, "fast_rcnn/fg_cls_accuracy": 0.7912903873168773, "iteration": 253179, "loss_box_reg": 0.19756146287545562, "loss_cls": 0.15041319327428937, "loss_mask": 0.219200374558568, "loss_rpn_cls": 0.020211764549458167, "loss_rpn_loc": 0.05464290293457452, "loss_sem_seg": 0.20045552775263786, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9019959567849178, "mask_rcnn/false_negative": 0.09916817450569358, "mask_rcnn/false_positive": 0.10052821350575653, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5641737620026106, "total_loss": 0.877733676796197} {"data_time": 0.011683805016218685, "eta_seconds": 9576.225000006089, "fast_rcnn/cls_accuracy": 0.95849609375, "fast_rcnn/false_negative": 0.22696199070276185, "fast_rcnn/fg_cls_accuracy": 0.7599891642963565, "iteration": 253199, "loss_box_reg": 0.1831669977400452, "loss_cls": 0.14301860972773284, "loss_mask": 0.2122236229479313, "loss_rpn_cls": 0.020516096061328426, "loss_rpn_loc": 0.05956250776944216, "loss_sem_seg": 0.20172347826883197, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9195972613760184, "mask_rcnn/false_negative": 0.0869343738143053, "mask_rcnn/false_positive": 0.07245326499002956, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5766580969939241, "total_loss": 0.8296971182662674} {"data_time": 0.012933813006384298, "eta_seconds": 9564.825410695921, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.24336283185840707, "fast_rcnn/fg_cls_accuracy": 0.7480130770531537, "iteration": 253219, "loss_box_reg": 0.19752078969031572, "loss_cls": 0.15307906735688448, "loss_mask": 0.22686311323195696, "loss_rpn_cls": 0.023135455325245857, "loss_rpn_loc": 0.060825212800409645, "loss_sem_seg": 0.24293507798574865, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.911378514726778, "mask_rcnn/false_negative": 0.08024994809827357, "mask_rcnn/false_positive": 0.1112563521698367, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5742866965010762, "total_loss": 0.9024728838412557} {"data_time": 0.012062238485668786, "eta_seconds": 9556.977896284588, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.2031997812115411, "fast_rcnn/fg_cls_accuracy": 0.7467372274391215, "iteration": 253239, "loss_box_reg": 0.20598007552325726, "loss_cls": 0.15432257927022874, "loss_mask": 0.22566843358799815, "loss_rpn_cls": 0.020513890296570025, "loss_rpn_loc": 0.0536301316551544, "loss_sem_seg": 0.1922216082457453, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9110348649843786, "mask_rcnn/false_negative": 0.08038141191278914, "mask_rcnn/false_positive": 0.10360622722456486, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5771708375104936, "total_loss": 0.8662307787881218} {"data_time": 0.012504343496402726, "eta_seconds": 9551.202074495915, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.20262632978723405, "fast_rcnn/fg_cls_accuracy": 0.7593832177862778, "iteration": 253259, "loss_box_reg": 0.18422581488266587, "loss_cls": 0.14338565152138472, "loss_mask": 0.22162626590579748, "loss_rpn_cls": 0.02069297597518016, "loss_rpn_loc": 0.05550738179590553, "loss_sem_seg": 0.19650622457265854, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8964466099115176, "mask_rcnn/false_negative": 0.08348753683516041, "mask_rcnn/false_positive": 0.11543196501841443, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5735316304926528, "total_loss": 0.8002806014665111} {"data_time": 0.011389051491278224, "eta_seconds": 9543.416585606072, "fast_rcnn/cls_accuracy": 0.95849609375, "fast_rcnn/false_negative": 0.1973518549605506, "fast_rcnn/fg_cls_accuracy": 0.788353863381859, "iteration": 253279, "loss_box_reg": 0.20954874623566866, "loss_cls": 0.16213049972429872, "loss_mask": 0.21976281562820077, "loss_rpn_cls": 0.023301401215576334, "loss_rpn_loc": 0.06190687977505149, "loss_sem_seg": 0.2050912445411086, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9149336877275362, "mask_rcnn/false_negative": 0.08457016133653303, "mask_rcnn/false_positive": 0.09570277463951202, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5680610245035496, "total_loss": 0.8777251574501861} {"data_time": 0.011838873499073088, "eta_seconds": 9534.89045370651, "fast_rcnn/cls_accuracy": 0.96142578125, "fast_rcnn/false_negative": 0.2121383363471971, "fast_rcnn/fg_cls_accuracy": 0.7518477614476256, "iteration": 253299, "loss_box_reg": 0.19707205810118467, "loss_cls": 0.15411863732151687, "loss_mask": 0.22362680546939373, "loss_rpn_cls": 0.026116917353647295, "loss_rpn_loc": 0.0574433337606024, "loss_sem_seg": 0.21952515048906207, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9157304998270495, "mask_rcnn/false_negative": 0.09051727925226899, "mask_rcnn/false_positive": 0.09175009112214347, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5749646449985448, "total_loss": 0.8438674996741611} {"data_time": 0.012333784994552843, "eta_seconds": 9525.368277997011, "fast_rcnn/cls_accuracy": 0.96630859375, "fast_rcnn/false_negative": 0.16973158195316962, "fast_rcnn/fg_cls_accuracy": 0.814607201309329, "iteration": 253319, "loss_box_reg": 0.20038982038386166, "loss_cls": 0.14206337765790522, "loss_mask": 0.21263327170163393, "loss_rpn_cls": 0.020873109227977693, "loss_rpn_loc": 0.06271324647241272, "loss_sem_seg": 0.18860855023376644, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9123559145880575, "mask_rcnn/false_negative": 0.08508495592971527, "mask_rcnn/false_positive": 0.08195346370159726, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 235.0, "rpn/num_pos_anchors": 21.0, "time": 0.5661713000008604, "total_loss": 0.8180531073630846} {"data_time": 0.012470035493606701, "eta_seconds": 9512.053760206225, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.24211711711711711, "fast_rcnn/fg_cls_accuracy": 0.7388888888888889, "iteration": 253339, "loss_box_reg": 0.21437190240249038, "loss_cls": 0.16590981686022133, "loss_mask": 0.22765529295429587, "loss_rpn_cls": 0.023933111737278523, "loss_rpn_loc": 0.059503601893084124, "loss_sem_seg": 0.20311341830529273, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9016907060121346, "mask_rcnn/false_negative": 0.10157921289345806, "mask_rcnn/false_positive": 0.09702919754511766, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5652476069953991, "total_loss": 0.9074588333241991} {"data_time": 0.012273200001800433, "eta_seconds": 9503.541805851302, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.23918964930200887, "fast_rcnn/fg_cls_accuracy": 0.7370341913177103, "iteration": 253359, "loss_box_reg": 0.1972441654652357, "loss_cls": 0.15278885699808598, "loss_mask": 0.22008522367104888, "loss_rpn_cls": 0.02298409601280582, "loss_rpn_loc": 0.05642895880737342, "loss_sem_seg": 0.18926017777994275, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8959616318250929, "mask_rcnn/false_negative": 0.08915645670481148, "mask_rcnn/false_positive": 0.11377310449270817, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5599254760018084, "total_loss": 0.8262357132080069} {"data_time": 0.012665046990150586, "eta_seconds": 9489.21706670594, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.24138879485443465, "fast_rcnn/fg_cls_accuracy": 0.7538718686526743, "iteration": 253379, "loss_box_reg": 0.17660755943506956, "loss_cls": 0.14021519315429032, "loss_mask": 0.21203947672620416, "loss_rpn_cls": 0.02316803190660721, "loss_rpn_loc": 0.056426091643515974, "loss_sem_seg": 0.18006831593811512, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.899122254766582, "mask_rcnn/false_negative": 0.0861326056814614, "mask_rcnn/false_positive": 0.10467153930477434, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5658671224955469, "total_loss": 0.793374538057833} {"data_time": 0.012149268499342725, "eta_seconds": 9480.698126250674, "fast_rcnn/cls_accuracy": 0.95849609375, "fast_rcnn/false_negative": 0.18037840136054423, "fast_rcnn/fg_cls_accuracy": 0.7935799319727892, "iteration": 253399, "loss_box_reg": 0.19592310464940965, "loss_cls": 0.1545838612364605, "loss_mask": 0.2150226915255189, "loss_rpn_cls": 0.02545056355302222, "loss_rpn_loc": 0.05390902134240605, "loss_sem_seg": 0.18520552152767777, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9069788256955811, "mask_rcnn/false_negative": 0.07383388904624183, "mask_rcnn/false_positive": 0.0887101473005837, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5721498310012976, "total_loss": 0.8410268198767881} {"data_time": 0.012070013501215726, "eta_seconds": 9469.27628645036, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.32439341717833425, "fast_rcnn/fg_cls_accuracy": 0.6558553708812775, "iteration": 253419, "loss_box_reg": 0.21359661570750177, "loss_cls": 0.16376875876449049, "loss_mask": 0.2331508477218449, "loss_rpn_cls": 0.02214475179061992, "loss_rpn_loc": 0.059202296077273786, "loss_sem_seg": 0.20547635667026043, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8751303385828566, "mask_rcnn/false_negative": 0.08264479656166257, "mask_rcnn/false_positive": 0.13694533686671384, "roi_head/num_bg_samples": 431.75, "roi_head/num_fg_samples": 80.25, "rpn/num_neg_anchors": 204.25, "rpn/num_pos_anchors": 51.75, "time": 0.5743075675127329, "total_loss": 0.8678147210375755} {"data_time": 0.011941870514419861, "eta_seconds": 9456.844556795666, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.25702247191011235, "fast_rcnn/fg_cls_accuracy": 0.7070373989035446, "iteration": 253439, "loss_box_reg": 0.21876193641219288, "loss_cls": 0.17908920324407518, "loss_mask": 0.2282811184413731, "loss_rpn_cls": 0.024749976088060066, "loss_rpn_loc": 0.05608153447974473, "loss_sem_seg": 0.20920557901263237, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9061009155623241, "mask_rcnn/false_negative": 0.08216220502073003, "mask_rcnn/false_positive": 0.11174586514443163, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.577709903504001, "total_loss": 0.9183477275764744} {"data_time": 0.013137183006620035, "eta_seconds": 9455.991584169838, "fast_rcnn/cls_accuracy": 0.9638671875, "fast_rcnn/false_negative": 0.21256038647342995, "fast_rcnn/fg_cls_accuracy": 0.7281117182756527, "iteration": 253459, "loss_box_reg": 0.19558587647043169, "loss_cls": 0.15982892271131277, "loss_mask": 0.21414959942921996, "loss_rpn_cls": 0.023990807803784264, "loss_rpn_loc": 0.04861007205909118, "loss_sem_seg": 0.1955529018305242, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9265000918892429, "mask_rcnn/false_negative": 0.06355812935847732, "mask_rcnn/false_positive": 0.07720712899537038, "roi_head/num_bg_samples": 458.25, "roi_head/num_fg_samples": 53.75, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5839918785059126, "total_loss": 0.8525056656872039} {"data_time": 0.012842933487263508, "eta_seconds": 9444.558186450027, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.23269925976932349, "fast_rcnn/fg_cls_accuracy": 0.7520462355513902, "iteration": 253479, "loss_box_reg": 0.2095389284659177, "loss_cls": 0.1581801704596728, "loss_mask": 0.23208249872550368, "loss_rpn_cls": 0.02559373979556767, "loss_rpn_loc": 0.057713621645234525, "loss_sem_seg": 0.20147582213394344, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9135014439185548, "mask_rcnn/false_negative": 0.08184578664743736, "mask_rcnn/false_positive": 0.09422939007479032, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5746496815118007, "total_loss": 0.888269339557155} {"data_time": 0.012585186486830935, "eta_seconds": 9429.951234232562, "fast_rcnn/cls_accuracy": 0.96240234375, "fast_rcnn/false_negative": 0.19139727963257375, "fast_rcnn/fg_cls_accuracy": 0.7899971582836034, "iteration": 253499, "loss_box_reg": 0.1944362297654152, "loss_cls": 0.1428786888718605, "loss_mask": 0.20632460387423635, "loss_rpn_cls": 0.022789551127061713, "loss_rpn_loc": 0.05743219309078995, "loss_sem_seg": 0.19717144407331944, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9142467582814549, "mask_rcnn/false_negative": 0.08496650579849338, "mask_rcnn/false_positive": 0.0907727975291277, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 238.5, "rpn/num_pos_anchors": 17.5, "time": 0.569635569001548, "total_loss": 0.8271358624479035} {"data_time": 0.012019115994917229, "eta_seconds": 9424.193857812817, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.265892551369863, "fast_rcnn/fg_cls_accuracy": 0.726294948630137, "iteration": 253519, "loss_box_reg": 0.2153250095434487, "loss_cls": 0.1590373779181391, "loss_mask": 0.22037649527192116, "loss_rpn_cls": 0.024572411119152093, "loss_rpn_loc": 0.05342386101256125, "loss_sem_seg": 0.1982920034788549, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8980092919133691, "mask_rcnn/false_negative": 0.0880265341879316, "mask_rcnn/false_positive": 0.11798919762218707, "roi_head/num_bg_samples": 429.75, "roi_head/num_fg_samples": 82.25, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5865627210005186, "total_loss": 0.8973733211496437} {"data_time": 0.013060693003353663, "eta_seconds": 9416.770425764553, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.23226190476190478, "fast_rcnn/fg_cls_accuracy": 0.7518518518518518, "iteration": 253539, "loss_box_reg": 0.20559143042191863, "loss_cls": 0.16142405499704182, "loss_mask": 0.22203436261042953, "loss_rpn_cls": 0.02392642967606662, "loss_rpn_loc": 0.05829654063563794, "loss_sem_seg": 0.2142863953486085, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9044143282312925, "mask_rcnn/false_negative": 0.0890149395974098, "mask_rcnn/false_positive": 0.08940502794262889, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5786624089960242, "total_loss": 0.9200240625614242} {"data_time": 0.011871663999045268, "eta_seconds": 9403.99708217413, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.26781978481769275, "fast_rcnn/fg_cls_accuracy": 0.7080246913580246, "iteration": 253559, "loss_box_reg": 0.21735462872311473, "loss_cls": 0.1687443379778415, "loss_mask": 0.22711695404723287, "loss_rpn_cls": 0.02244823949513375, "loss_rpn_loc": 0.05145427853858564, "loss_sem_seg": 0.17992680007591844, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9040666283382448, "mask_rcnn/false_negative": 0.09153825130705202, "mask_rcnn/false_positive": 0.09446872054962376, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5779419095051708, "total_loss": 0.8751727154849505} {"data_time": 0.012596615502843633, "eta_seconds": 9389.884554283373, "fast_rcnn/cls_accuracy": 0.95849609375, "fast_rcnn/false_negative": 0.18706293706293708, "fast_rcnn/fg_cls_accuracy": 0.7940687859195402, "iteration": 253579, "loss_box_reg": 0.19862246233969927, "loss_cls": 0.16220984095707536, "loss_mask": 0.2198135182261467, "loss_rpn_cls": 0.023576152954774443, "loss_rpn_loc": 0.05938528192928061, "loss_sem_seg": 0.17959905858151615, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9133981556540142, "mask_rcnn/false_negative": 0.07356493561078029, "mask_rcnn/false_positive": 0.0989640176707397, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5689681855001254, "total_loss": 0.8714341065497138} {"data_time": 0.012279213493457064, "eta_seconds": 9381.117702374424, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.24842688144978609, "fast_rcnn/fg_cls_accuracy": 0.7222627737226277, "iteration": 253599, "loss_box_reg": 0.21620540833100677, "loss_cls": 0.15954137966036797, "loss_mask": 0.22402995638549328, "loss_rpn_cls": 0.02633033096208237, "loss_rpn_loc": 0.06644656299613416, "loss_sem_seg": 0.2077624388039112, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9006239668889933, "mask_rcnn/false_negative": 0.09501258131459742, "mask_rcnn/false_positive": 0.09684990963334485, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5756961554870941, "total_loss": 0.8911167141814076} {"data_time": 0.013591959504992701, "eta_seconds": 9365.28637285973, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.2288756547767523, "fast_rcnn/fg_cls_accuracy": 0.7226107226107226, "iteration": 253619, "loss_box_reg": 0.20810648007318377, "loss_cls": 0.15193207236006856, "loss_mask": 0.22267602011561394, "loss_rpn_cls": 0.02349731284630252, "loss_rpn_loc": 0.0638550691655837, "loss_sem_seg": 0.1816444934811443, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9040202064653355, "mask_rcnn/false_negative": 0.07910826795974626, "mask_rcnn/false_positive": 0.10677221913273771, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.575006253508036, "total_loss": 0.8621436104804161} {"data_time": 0.012577607005368918, "eta_seconds": 9347.982765421082, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.18774436090225563, "fast_rcnn/fg_cls_accuracy": 0.8071631205673759, "iteration": 253639, "loss_box_reg": 0.2234075260348618, "loss_cls": 0.16425705514848232, "loss_mask": 0.23337678890675306, "loss_rpn_cls": 0.025146727562969318, "loss_rpn_loc": 0.06444946903502569, "loss_sem_seg": 0.2021528328768909, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9052218853979351, "mask_rcnn/false_negative": 0.08868695439283383, "mask_rcnn/false_positive": 0.0962839258632224, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5669620705011766, "total_loss": 0.9069965982489521} {"data_time": 0.012660539505304769, "eta_seconds": 9345.792901621535, "fast_rcnn/cls_accuracy": 0.962890625, "fast_rcnn/false_negative": 0.2018973344197416, "fast_rcnn/fg_cls_accuracy": 0.7515938606847699, "iteration": 253659, "loss_box_reg": 0.22951383842155337, "loss_cls": 0.18604911654256284, "loss_mask": 0.22849570401012897, "loss_rpn_cls": 0.024733847861398317, "loss_rpn_loc": 0.06019947861932451, "loss_sem_seg": 0.20790730067528784, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.916202128999748, "mask_rcnn/false_negative": 0.06327465818134151, "mask_rcnn/false_positive": 0.10486313506166822, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5730530580040067, "total_loss": 0.9018042513926048} {"data_time": 0.011842787003843114, "eta_seconds": 9330.983388770139, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.19061246164739204, "fast_rcnn/fg_cls_accuracy": 0.7790029651593773, "iteration": 253679, "loss_box_reg": 0.19447935605421662, "loss_cls": 0.151886404491961, "loss_mask": 0.22700239345431328, "loss_rpn_cls": 0.020806968357646838, "loss_rpn_loc": 0.05722532165236771, "loss_sem_seg": 0.19406358851119876, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8981114553411638, "mask_rcnn/false_negative": 0.08751356777860946, "mask_rcnn/false_positive": 0.11392013311763302, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5620424390072003, "total_loss": 0.8580405590691953} {"data_time": 0.012656731996685266, "eta_seconds": 9323.91925287516, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.22401182695300342, "fast_rcnn/fg_cls_accuracy": 0.7644328918007881, "iteration": 253699, "loss_box_reg": 0.21316680638119578, "loss_cls": 0.1640330096706748, "loss_mask": 0.2199335964396596, "loss_rpn_cls": 0.027134984236909077, "loss_rpn_loc": 0.06776813470060006, "loss_sem_seg": 0.20648240169975907, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9197343991199816, "mask_rcnn/false_negative": 0.0860588995065413, "mask_rcnn/false_positive": 0.09199758351295795, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.5739776464906754, "total_loss": 0.8835379939773702} {"data_time": 0.012575552013004199, "eta_seconds": 9311.999485415101, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.24254994159753213, "fast_rcnn/fg_cls_accuracy": 0.7149199966490742, "iteration": 253719, "loss_box_reg": 0.19691543793305755, "loss_cls": 0.15783261938486248, "loss_mask": 0.20958759728819132, "loss_rpn_cls": 0.019606653142545838, "loss_rpn_loc": 0.05043709743767977, "loss_sem_seg": 0.18764998554252088, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8936225966080876, "mask_rcnn/false_negative": 0.09208156304529279, "mask_rcnn/false_positive": 0.14051292059188847, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5703957859950606, "total_loss": 0.8345108245048323} {"data_time": 0.012924790498800576, "eta_seconds": 9294.018471016025, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.2787975912975913, "fast_rcnn/fg_cls_accuracy": 0.6869468378172441, "iteration": 253739, "loss_box_reg": 0.20159374026115984, "loss_cls": 0.1575831800000742, "loss_mask": 0.2158805034123361, "loss_rpn_cls": 0.024543402154449723, "loss_rpn_loc": 0.0545320866513066, "loss_sem_seg": 0.20039779250510037, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9127960411891227, "mask_rcnn/false_negative": 0.07479845293456683, "mask_rcnn/false_positive": 0.09054129162491281, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5670894649956608, "total_loss": 0.8486183956320019} {"data_time": 0.012246424492332153, "eta_seconds": 9286.95664369504, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.23261526832955404, "fast_rcnn/fg_cls_accuracy": 0.7367489761024295, "iteration": 253759, "loss_box_reg": 0.20131627237424254, "loss_cls": 0.1506087863817811, "loss_mask": 0.22435785178095102, "loss_rpn_cls": 0.020911619474645704, "loss_rpn_loc": 0.05176554885110818, "loss_sem_seg": 0.16972071980126202, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8906867949042971, "mask_rcnn/false_negative": 0.09306155355786963, "mask_rcnn/false_positive": 0.12855061299618592, "roi_head/num_bg_samples": 431.25, "roi_head/num_fg_samples": 80.75, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.5686339639942162, "total_loss": 0.8479075414070394} {"data_time": 0.012213376990985125, "eta_seconds": 9277.682184934485, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.23355292050944226, "fast_rcnn/fg_cls_accuracy": 0.7163094358216309, "iteration": 253779, "loss_box_reg": 0.20738649007398635, "loss_cls": 0.16348004899919033, "loss_mask": 0.22092975350096822, "loss_rpn_cls": 0.019757717906031758, "loss_rpn_loc": 0.04974961998232175, "loss_sem_seg": 0.21184044005349278, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9115911989795918, "mask_rcnn/false_negative": 0.08528777783833263, "mask_rcnn/false_positive": 0.09578601431993053, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.570943577986327, "total_loss": 0.8779039107030258} {"data_time": 0.012210023996885866, "eta_seconds": 9271.292903963913, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.2660891089108911, "fast_rcnn/fg_cls_accuracy": 0.7035080304311074, "iteration": 253799, "loss_box_reg": 0.20625603618100286, "loss_cls": 0.1588696170365438, "loss_mask": 0.22618150152266026, "loss_rpn_cls": 0.02378195058554411, "loss_rpn_loc": 0.06015257170656696, "loss_sem_seg": 0.20049854007083923, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9102692125507921, "mask_rcnn/false_negative": 0.0720919257587442, "mask_rcnn/false_positive": 0.10763487573818195, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 0.5804281444870867, "total_loss": 0.8823521218182577} {"data_time": 0.012451402508304454, "eta_seconds": 9255.281113476041, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.2969996808171082, "fast_rcnn/fg_cls_accuracy": 0.6874236874236874, "iteration": 253819, "loss_box_reg": 0.2082479316741228, "loss_cls": 0.15965887322090566, "loss_mask": 0.21675278851762414, "loss_rpn_cls": 0.02461528601270402, "loss_rpn_loc": 0.05965012882370502, "loss_sem_seg": 0.20027117151767015, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8883969453165882, "mask_rcnn/false_negative": 0.09173535371322059, "mask_rcnn/false_positive": 0.12031476464258413, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5707845174911199, "total_loss": 0.8702404905634467} {"data_time": 0.012778653006535023, "eta_seconds": 9240.965557607386, "fast_rcnn/cls_accuracy": 0.95703125, "fast_rcnn/false_negative": 0.15037267080745342, "fast_rcnn/fg_cls_accuracy": 0.8053169431279621, "iteration": 253839, "loss_box_reg": 0.18233059311751276, "loss_cls": 0.14516400394495577, "loss_mask": 0.22067930828779936, "loss_rpn_cls": 0.022622473987212288, "loss_rpn_loc": 0.052021499863258214, "loss_sem_seg": 0.18929430819116533, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9032124809107316, "mask_rcnn/false_negative": 0.08452886724797386, "mask_rcnn/false_positive": 0.0991026433908414, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5600100930023473, "total_loss": 0.7966228517993841} {"data_time": 0.011954707006225362, "eta_seconds": 9232.401733676335, "fast_rcnn/cls_accuracy": 0.95751953125, "fast_rcnn/false_negative": 0.19118624993605812, "fast_rcnn/fg_cls_accuracy": 0.7726492793411119, "iteration": 253859, "loss_box_reg": 0.20033128571230918, "loss_cls": 0.15941794775426388, "loss_mask": 0.22870121616870165, "loss_rpn_cls": 0.027386140482121846, "loss_rpn_loc": 0.05948106663709041, "loss_sem_seg": 0.20604450558312237, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9150569187212457, "mask_rcnn/false_negative": 0.061581250107919774, "mask_rcnn/false_positive": 0.10707259191469959, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.566996902009123, "total_loss": 0.8693032210503588} {"data_time": 0.012553750013466924, "eta_seconds": 9219.679344311517, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.2592228380713988, "fast_rcnn/fg_cls_accuracy": 0.6902168627832345, "iteration": 253879, "loss_box_reg": 0.20334135321900249, "loss_cls": 0.16004502261057496, "loss_mask": 0.21793328039348125, "loss_rpn_cls": 0.02291547443746822, "loss_rpn_loc": 0.06804232957074419, "loss_sem_seg": 0.18955809762701392, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9011462315567679, "mask_rcnn/false_negative": 0.09607811810496257, "mask_rcnn/false_positive": 0.11999571733441695, "roi_head/num_bg_samples": 422.25, "roi_head/num_fg_samples": 89.75, "rpn/num_neg_anchors": 207.0, "rpn/num_pos_anchors": 49.0, "time": 0.5573070905084023, "total_loss": 0.8846343813129351} {"data_time": 0.013007437504711561, "eta_seconds": 9202.693332170878, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.19017480409885473, "fast_rcnn/fg_cls_accuracy": 0.7876123876123876, "iteration": 253899, "loss_box_reg": 0.20822135638445616, "loss_cls": 0.15793976437998936, "loss_mask": 0.2218876020051539, "loss_rpn_cls": 0.022195472207386047, "loss_rpn_loc": 0.05569833031040616, "loss_sem_seg": 0.2052161623723805, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9019599554023026, "mask_rcnn/false_negative": 0.0864905753464826, "mask_rcnn/false_positive": 0.10855631949943487, "roi_head/num_bg_samples": 431.0, "roi_head/num_fg_samples": 81.0, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5704932454973459, "total_loss": 0.8466102809406948} {"data_time": 0.012788844498572871, "eta_seconds": 9197.092935008623, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.2550371872887086, "fast_rcnn/fg_cls_accuracy": 0.6709677419354838, "iteration": 253919, "loss_box_reg": 0.20643840380944312, "loss_cls": 0.16473028116161004, "loss_mask": 0.21518662199378014, "loss_rpn_cls": 0.018993452340509975, "loss_rpn_loc": 0.055305625195614994, "loss_sem_seg": 0.18987323017790914, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9068356970142685, "mask_rcnn/false_negative": 0.08042146844638048, "mask_rcnn/false_positive": 0.09994383395464305, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5782318284909707, "total_loss": 0.896739864088886} {"data_time": 0.011996001485385932, "eta_seconds": 9186.169383652843, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.22273428617833363, "fast_rcnn/fg_cls_accuracy": 0.740827802359882, "iteration": 253939, "loss_box_reg": 0.1985264783143066, "loss_cls": 0.1542246273602359, "loss_mask": 0.22143349144607782, "loss_rpn_cls": 0.019182203707714507, "loss_rpn_loc": 0.05403389397542924, "loss_sem_seg": 0.19925929908640683, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8986658973075359, "mask_rcnn/false_negative": 0.10150534722995548, "mask_rcnn/false_positive": 0.10759861725975862, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5677280504896771, "total_loss": 0.8315781232145127} {"data_time": 0.012428720001480542, "eta_seconds": 9172.42382829888, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.24371134020618557, "fast_rcnn/fg_cls_accuracy": 0.7046320016617046, "iteration": 253959, "loss_box_reg": 0.19027651520445943, "loss_cls": 0.15404324000701308, "loss_mask": 0.21837792918086052, "loss_rpn_cls": 0.018061268518067664, "loss_rpn_loc": 0.05217750219890149, "loss_sem_seg": 0.19265994965098798, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9115922666499636, "mask_rcnn/false_negative": 0.08158015215975542, "mask_rcnn/false_positive": 0.10587502493531825, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5675397729937686, "total_loss": 0.8495339258406602} {"data_time": 0.012711949500953779, "eta_seconds": 9163.291183332432, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.2486530172413793, "fast_rcnn/fg_cls_accuracy": 0.7217370912989101, "iteration": 253979, "loss_box_reg": 0.18580263562034816, "loss_cls": 0.14354697428643703, "loss_mask": 0.2208756823092699, "loss_rpn_cls": 0.02178931608068524, "loss_rpn_loc": 0.049869527807459235, "loss_sem_seg": 0.18475957633927464, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.893781314921178, "mask_rcnn/false_negative": 0.09430339923593942, "mask_rcnn/false_positive": 0.11641299824314832, "roi_head/num_bg_samples": 431.75, "roi_head/num_fg_samples": 80.25, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.5936389300040901, "total_loss": 0.8293122287141159} {"data_time": 0.012664551002671942, "eta_seconds": 9155.651280383972, "fast_rcnn/cls_accuracy": 0.95947265625, "fast_rcnn/false_negative": 0.21155245603395997, "fast_rcnn/fg_cls_accuracy": 0.765024630541872, "iteration": 253999, "loss_box_reg": 0.1939283364918083, "loss_cls": 0.15278259688057005, "loss_mask": 0.21319759171456099, "loss_rpn_cls": 0.02121459269983461, "loss_rpn_loc": 0.05622262987890281, "loss_sem_seg": 0.18862386932596564, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9177734015903658, "mask_rcnn/false_negative": 0.0748258782362678, "mask_rcnn/false_positive": 0.08929782168725753, "roi_head/num_bg_samples": 460.25, "roi_head/num_fg_samples": 51.75, "rpn/num_neg_anchors": 235.25, "rpn/num_pos_anchors": 20.75, "time": 0.5791890529944794, "total_loss": 0.8273360269377008} {"data_time": 0.011851532995933667, "eta_seconds": 9145.394228643127, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.23880118084969837, "fast_rcnn/fg_cls_accuracy": 0.7309113300492611, "iteration": 254019, "loss_box_reg": 0.21272379532456398, "loss_cls": 0.15902143204584718, "loss_mask": 0.22341918479651213, "loss_rpn_cls": 0.022855613045976497, "loss_rpn_loc": 0.06836695974925533, "loss_sem_seg": 0.19194966973736882, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9057834443301129, "mask_rcnn/false_negative": 0.08102641635904441, "mask_rcnn/false_positive": 0.09055485852790313, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5783271880063694, "total_loss": 0.8587699555919244} {"data_time": 0.012506014507380314, "eta_seconds": 9134.784923761646, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.1882091080995903, "fast_rcnn/fg_cls_accuracy": 0.786491722437478, "iteration": 254039, "loss_box_reg": 0.20398288685828447, "loss_cls": 0.15515945991501212, "loss_mask": 0.21980864787474275, "loss_rpn_cls": 0.021476604084455175, "loss_rpn_loc": 0.052970423181250226, "loss_sem_seg": 0.1813433284405619, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9075670784636183, "mask_rcnn/false_negative": 0.07605517552247237, "mask_rcnn/false_positive": 0.09847455834977387, "roi_head/num_bg_samples": 432.5, "roi_head/num_fg_samples": 79.5, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5766065850039013, "total_loss": 0.8444464864369365} {"data_time": 0.012248293991433457, "eta_seconds": 9126.40598101735, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.27335258152173914, "fast_rcnn/fg_cls_accuracy": 0.7049479166666667, "iteration": 254059, "loss_box_reg": 0.19148841919377446, "loss_cls": 0.14481878373771906, "loss_mask": 0.21433808142319322, "loss_rpn_cls": 0.022326946807879722, "loss_rpn_loc": 0.04972256245673634, "loss_sem_seg": 0.19585069082677364, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.907138051642467, "mask_rcnn/false_negative": 0.07840896684941417, "mask_rcnn/false_positive": 0.09611160986003499, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5824279175139964, "total_loss": 0.8146320112882677} {"data_time": 0.012383545996272005, "eta_seconds": 9111.744556581005, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.2554054054054054, "fast_rcnn/fg_cls_accuracy": 0.7254434121621622, "iteration": 254079, "loss_box_reg": 0.19989261496812105, "loss_cls": 0.15540885040536523, "loss_mask": 0.21008716337382793, "loss_rpn_cls": 0.023966543871210888, "loss_rpn_loc": 0.06415747181745246, "loss_sem_seg": 0.19798370520584285, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8985524994572297, "mask_rcnn/false_negative": 0.08079131789564187, "mask_rcnn/false_positive": 0.10743700472552115, "roi_head/num_bg_samples": 423.5, "roi_head/num_fg_samples": 88.5, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.5701059740094934, "total_loss": 0.8685947429112275} {"data_time": 0.011975779489148408, "eta_seconds": 9100.298360291097, "fast_rcnn/cls_accuracy": 0.9609375, "fast_rcnn/false_negative": 0.19043956043956045, "fast_rcnn/fg_cls_accuracy": 0.7685322854715377, "iteration": 254099, "loss_box_reg": 0.1916832304559648, "loss_cls": 0.14945672592148185, "loss_mask": 0.21882999828085303, "loss_rpn_cls": 0.01885610355384415, "loss_rpn_loc": 0.040316650905879214, "loss_sem_seg": 0.2123962421901524, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9070919355036158, "mask_rcnn/false_negative": 0.07470654318050643, "mask_rcnn/false_positive": 0.11513999574052358, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5614818684989586, "total_loss": 0.8436115398985748} {"data_time": 0.011638677504379302, "eta_seconds": 9088.85216400119, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.23709150326797385, "fast_rcnn/fg_cls_accuracy": 0.7554001554001554, "iteration": 254119, "loss_box_reg": 0.203330158139579, "loss_cls": 0.15728849405422807, "loss_mask": 0.2230133251287043, "loss_rpn_cls": 0.023112675135052996, "loss_rpn_loc": 0.06406629999401048, "loss_sem_seg": 0.19242538372054696, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9099772447548444, "mask_rcnn/false_negative": 0.08517462894623132, "mask_rcnn/false_positive": 0.09350241493751218, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.5696326410106849, "total_loss": 0.8644294530822663} {"data_time": 0.013023184990743175, "eta_seconds": 9077.039221762054, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.24503981203498237, "fast_rcnn/fg_cls_accuracy": 0.7217261904761905, "iteration": 254139, "loss_box_reg": 0.19671401963569224, "loss_cls": 0.14719577471259981, "loss_mask": 0.2120624277740717, "loss_rpn_cls": 0.018962622076287516, "loss_rpn_loc": 0.04953495531663066, "loss_sem_seg": 0.18012959649786353, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9243618704006178, "mask_rcnn/false_negative": 0.0733287832198025, "mask_rcnn/false_positive": 0.08351007589643267, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5709241550066508, "total_loss": 0.8247481957187119} {"data_time": 0.012606050004251301, "eta_seconds": 9065.593487922117, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.24200244200244198, "fast_rcnn/fg_cls_accuracy": 0.7288908765652952, "iteration": 254159, "loss_box_reg": 0.21427161630708724, "loss_cls": 0.1659670927328989, "loss_mask": 0.22596950735896826, "loss_rpn_cls": 0.02270023896562634, "loss_rpn_loc": 0.06598774445592426, "loss_sem_seg": 0.19484936236403883, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8969444662480377, "mask_rcnn/false_negative": 0.07804893188884246, "mask_rcnn/false_positive": 0.13184477266022815, "roi_head/num_bg_samples": 415.75, "roi_head/num_fg_samples": 96.25, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.5758395699958783, "total_loss": 0.8892877799589769} {"data_time": 0.012857323003117926, "eta_seconds": 9054.14775408218, "fast_rcnn/cls_accuracy": 0.962890625, "fast_rcnn/false_negative": 0.14508853992649515, "fast_rcnn/fg_cls_accuracy": 0.8522024026210411, "iteration": 254179, "loss_box_reg": 0.18335502431727946, "loss_cls": 0.14318480988731608, "loss_mask": 0.21724097430706024, "loss_rpn_cls": 0.020441870197828393, "loss_rpn_loc": 0.056659555179066956, "loss_sem_seg": 0.19548443891108036, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9070532960019451, "mask_rcnn/false_negative": 0.06935035106072279, "mask_rcnn/false_positive": 0.11595973835801654, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5708148130070185, "total_loss": 0.8114224404198467} {"data_time": 0.013096641501761042, "eta_seconds": 9041.21279178471, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.21815074304831633, "fast_rcnn/fg_cls_accuracy": 0.7514907959554058, "iteration": 254199, "loss_box_reg": 0.20074727054452524, "loss_cls": 0.1541295029455796, "loss_mask": 0.21945618093013763, "loss_rpn_cls": 0.02128457347771473, "loss_rpn_loc": 0.05527629324933514, "loss_sem_seg": 0.1905268426053226, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.906664119173726, "mask_rcnn/false_negative": 0.0902209818347682, "mask_rcnn/false_positive": 0.08913798458595135, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.57832457900804, "total_loss": 0.865233263491973} {"data_time": 0.012815943497116677, "eta_seconds": 9027.684651708725, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.2473884927872658, "fast_rcnn/fg_cls_accuracy": 0.7253219662615635, "iteration": 254219, "loss_box_reg": 0.19564847275614738, "loss_cls": 0.1549377185292542, "loss_mask": 0.2169695245102048, "loss_rpn_cls": 0.022714045168868324, "loss_rpn_loc": 0.061549458536319435, "loss_sem_seg": 0.18892204202711582, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.915111938922968, "mask_rcnn/false_negative": 0.07633151604958438, "mask_rcnn/false_positive": 0.08182102456927356, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5627830800076481, "total_loss": 0.8400508598206216} {"data_time": 0.011848927504615858, "eta_seconds": 9012.31668585616, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.2320906432748538, "fast_rcnn/fg_cls_accuracy": 0.736842105263158, "iteration": 254239, "loss_box_reg": 0.19808926060795784, "loss_cls": 0.1519675892777741, "loss_mask": 0.21688549732789397, "loss_rpn_cls": 0.019443649653112516, "loss_rpn_loc": 0.05705667889560573, "loss_sem_seg": 0.20875205739866942, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.903690342439295, "mask_rcnn/false_negative": 0.08047081483599247, "mask_rcnn/false_positive": 0.09841275874577861, "roi_head/num_bg_samples": 432.5, "roi_head/num_fg_samples": 79.5, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5684935919998679, "total_loss": 0.8727286584908143} {"data_time": 0.012325121002504602, "eta_seconds": 8997.1144978823, "fast_rcnn/cls_accuracy": 0.9560546875, "fast_rcnn/false_negative": 0.19415306915306915, "fast_rcnn/fg_cls_accuracy": 0.7588899196042054, "iteration": 254259, "loss_box_reg": 0.19411850604228675, "loss_cls": 0.1580453545320779, "loss_mask": 0.21606634138152003, "loss_rpn_cls": 0.01677904467942426, "loss_rpn_loc": 0.0598011085530743, "loss_sem_seg": 0.19466135231778026, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9213242115027829, "mask_rcnn/false_negative": 0.07261767753469663, "mask_rcnn/false_positive": 0.07731436001657421, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 0.5712247780029429, "total_loss": 0.8266596100875176} {"data_time": 0.01253178299521096, "eta_seconds": 8982.910188193622, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.2535832961364876, "fast_rcnn/fg_cls_accuracy": 0.7464167038635123, "iteration": 254279, "loss_box_reg": 0.19565305253490806, "loss_cls": 0.16009144484996796, "loss_mask": 0.21609172224998474, "loss_rpn_cls": 0.023249692349054385, "loss_rpn_loc": 0.05616683274274692, "loss_sem_seg": 0.187179506290704, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9099722130059722, "mask_rcnn/false_negative": 0.07519529873539163, "mask_rcnn/false_positive": 0.1020850611809749, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5581409885198809, "total_loss": 0.8153177547355881} {"data_time": 0.012893049497506581, "eta_seconds": 8971.482276243754, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.2532562232838823, "fast_rcnn/fg_cls_accuracy": 0.715516418480336, "iteration": 254299, "loss_box_reg": 0.22622257843613625, "loss_cls": 0.1686821865150705, "loss_mask": 0.2284312481060624, "loss_rpn_cls": 0.02543541848717723, "loss_rpn_loc": 0.06524751865072176, "loss_sem_seg": 0.20117701822891831, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9062022131954938, "mask_rcnn/false_negative": 0.09615653489699136, "mask_rcnn/false_positive": 0.10616522035211934, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.5849245964927832, "total_loss": 0.9195441468364152} {"data_time": 0.012058887994498946, "eta_seconds": 8959.657940712146, "fast_rcnn/cls_accuracy": 0.95654296875, "fast_rcnn/false_negative": 0.2235294117647059, "fast_rcnn/fg_cls_accuracy": 0.761282169117647, "iteration": 254319, "loss_box_reg": 0.1896509393118322, "loss_cls": 0.14762521581724286, "loss_mask": 0.20933885872364044, "loss_rpn_cls": 0.02085041644932062, "loss_rpn_loc": 0.04574031467200257, "loss_sem_seg": 0.1937156063504517, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9127930520034101, "mask_rcnn/false_negative": 0.07684682844334222, "mask_rcnn/false_positive": 0.11232872367239304, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5664527555054519, "total_loss": 0.8409935049494379} {"data_time": 0.012151243005064316, "eta_seconds": 8946.178395381867, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.24722222222222223, "fast_rcnn/fg_cls_accuracy": 0.733482475764355, "iteration": 254339, "loss_box_reg": 0.1965390695258975, "loss_cls": 0.1628761817701161, "loss_mask": 0.2151598297059536, "loss_rpn_cls": 0.02550064889510395, "loss_rpn_loc": 0.059076021396322176, "loss_sem_seg": 0.21397740091197193, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9241395121387481, "mask_rcnn/false_negative": 0.07840986138507547, "mask_rcnn/false_positive": 0.07364246894715376, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5657124190038303, "total_loss": 0.8784365605461062} {"data_time": 0.012349226512014866, "eta_seconds": 8934.190729292866, "fast_rcnn/cls_accuracy": 0.9658203125, "fast_rcnn/false_negative": 0.17441976127320954, "fast_rcnn/fg_cls_accuracy": 0.8067784765897974, "iteration": 254359, "loss_box_reg": 0.1977619486860931, "loss_cls": 0.1482000548276119, "loss_mask": 0.2200995055027306, "loss_rpn_cls": 0.02474362394787022, "loss_rpn_loc": 0.056610200204886496, "loss_sem_seg": 0.18443011213093996, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9212304709452624, "mask_rcnn/false_negative": 0.061793935867242036, "mask_rcnn/false_positive": 0.10765571730480183, "roi_head/num_bg_samples": 462.0, "roi_head/num_fg_samples": 50.0, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5626635719963815, "total_loss": 0.8546957361586465} {"data_time": 0.013751005986705422, "eta_seconds": 8922.969330145192, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.2302976072115066, "fast_rcnn/fg_cls_accuracy": 0.7316734813084111, "iteration": 254379, "loss_box_reg": 0.21259627502877265, "loss_cls": 0.1623382461257279, "loss_mask": 0.22549211839213967, "loss_rpn_cls": 0.023758049559546635, "loss_rpn_loc": 0.06109231506707147, "loss_sem_seg": 0.19562789052724838, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8945426033343231, "mask_rcnn/false_negative": 0.08227060635084506, "mask_rcnn/false_positive": 0.12850478914418845, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5706727889919421, "total_loss": 0.9109778815691243} {"data_time": 0.012406402005581185, "eta_seconds": 8911.34259751282, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.20889112003569835, "fast_rcnn/fg_cls_accuracy": 0.7565647204201421, "iteration": 254399, "loss_box_reg": 0.19805076386546716, "loss_cls": 0.1463278050068766, "loss_mask": 0.21920347306877375, "loss_rpn_cls": 0.022842094476800412, "loss_rpn_loc": 0.057357309822691604, "loss_sem_seg": 0.20971549861133099, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9080527403269, "mask_rcnn/false_negative": 0.087955995258147, "mask_rcnn/false_positive": 0.08863774509486547, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5725917614909122, "total_loss": 0.881554913110449} {"data_time": 0.012953529498190619, "eta_seconds": 8899.18352137276, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.195734373153728, "fast_rcnn/fg_cls_accuracy": 0.7731727235606369, "iteration": 254419, "loss_box_reg": 0.19191542593762279, "loss_cls": 0.1420793670695275, "loss_mask": 0.21621480211615562, "loss_rpn_cls": 0.02257894631657109, "loss_rpn_loc": 0.06116581124661025, "loss_sem_seg": 0.1910053240135312, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9113528483568166, "mask_rcnn/false_negative": 0.0739099533360856, "mask_rcnn/false_positive": 0.11266885974120056, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5638494035083568, "total_loss": 0.8269406949402764} {"data_time": 0.013043396000284702, "eta_seconds": 8887.053664896768, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.2006172839506173, "fast_rcnn/fg_cls_accuracy": 0.7774354561101549, "iteration": 254439, "loss_box_reg": 0.22356609697453678, "loss_cls": 0.1760661054868251, "loss_mask": 0.21805645991116762, "loss_rpn_cls": 0.02312653505941853, "loss_rpn_loc": 0.05377291664262884, "loss_sem_seg": 0.19183399621397257, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9076752282109425, "mask_rcnn/false_negative": 0.09518905099772026, "mask_rcnn/false_positive": 0.08841605850179365, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5579298754892079, "total_loss": 0.8879747720529849} {"data_time": 0.01257553200412076, "eta_seconds": 8871.113114903812, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.18924994309128157, "fast_rcnn/fg_cls_accuracy": 0.7737997115186483, "iteration": 254459, "loss_box_reg": 0.182506553363055, "loss_cls": 0.140788234770298, "loss_mask": 0.2091562459245324, "loss_rpn_cls": 0.020072682738828007, "loss_rpn_loc": 0.05603227001847699, "loss_sem_seg": 0.18114443216472864, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9127780571795314, "mask_rcnn/false_negative": 0.06873063026330263, "mask_rcnn/false_positive": 0.09867085673436607, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.568998635004391, "total_loss": 0.8175585678982316} {"data_time": 0.013257269994937815, "eta_seconds": 8857.721156146377, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.22557626856435642, "fast_rcnn/fg_cls_accuracy": 0.7463450292397661, "iteration": 254479, "loss_box_reg": 0.2115167116280645, "loss_cls": 0.16090207500383258, "loss_mask": 0.20888905739411712, "loss_rpn_cls": 0.026557798202702543, "loss_rpn_loc": 0.06841990453540348, "loss_sem_seg": 0.224178078584373, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8940806781182868, "mask_rcnn/false_negative": 0.08151376747858943, "mask_rcnn/false_positive": 0.10448045260551433, "roi_head/num_bg_samples": 428.75, "roi_head/num_fg_samples": 83.25, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5679041969997343, "total_loss": 0.903397348272847} {"data_time": 0.012445721993572079, "eta_seconds": 8850.99820739575, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.2122900516795866, "fast_rcnn/fg_cls_accuracy": 0.7715721325731955, "iteration": 254499, "loss_box_reg": 0.18977594561874866, "loss_cls": 0.15842234576120973, "loss_mask": 0.21320159453898668, "loss_rpn_cls": 0.022797749981691595, "loss_rpn_loc": 0.05321337661007419, "loss_sem_seg": 0.19044901710003614, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9114523556470537, "mask_rcnn/false_negative": 0.06806681636688079, "mask_rcnn/false_positive": 0.10409516871806818, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.577234825497726, "total_loss": 0.8874090982644702} {"data_time": 0.01251688199408818, "eta_seconds": 8828.667888422322, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.20396039603960398, "fast_rcnn/fg_cls_accuracy": 0.7806734578381438, "iteration": 254519, "loss_box_reg": 0.19790030433796346, "loss_cls": 0.15459097689017653, "loss_mask": 0.22513601649552584, "loss_rpn_cls": 0.022108782842224173, "loss_rpn_loc": 0.05144049796217587, "loss_sem_seg": 0.19269433442968875, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9060586734693878, "mask_rcnn/false_negative": 0.0943976050593549, "mask_rcnn/false_positive": 0.08981039715985938, "roi_head/num_bg_samples": 430.5, "roi_head/num_fg_samples": 81.5, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5574199484981364, "total_loss": 0.870680447261293} {"data_time": 0.012358437496004626, "eta_seconds": 8815.563022002156, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.23476800976800977, "fast_rcnn/fg_cls_accuracy": 0.7093167701863354, "iteration": 254539, "loss_box_reg": 0.1990487219300121, "loss_cls": 0.14265242544934154, "loss_mask": 0.218227235134691, "loss_rpn_cls": 0.019840683347865706, "loss_rpn_loc": 0.05202882106823381, "loss_sem_seg": 0.20517331128939986, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9081599822650772, "mask_rcnn/false_negative": 0.09726773335503944, "mask_rcnn/false_positive": 0.0980849200970493, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5692886275064666, "total_loss": 0.8297963304739824} {"data_time": 0.01271886051108595, "eta_seconds": 8800.789565082814, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.20834658187599364, "fast_rcnn/fg_cls_accuracy": 0.7123224919835089, "iteration": 254559, "loss_box_reg": 0.17924487171694636, "loss_cls": 0.13585928082466125, "loss_mask": 0.20508413203060627, "loss_rpn_cls": 0.020129908778471872, "loss_rpn_loc": 0.04858680647885194, "loss_sem_seg": 0.18273591087199748, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9307079130323682, "mask_rcnn/false_negative": 0.06604245735427683, "mask_rcnn/false_positive": 0.06729328549872803, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 237.25, "rpn/num_pos_anchors": 18.75, "time": 0.5614430005080067, "total_loss": 0.7584318983081175} {"data_time": 0.012312359001953155, "eta_seconds": 8791.732759271617, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.20830151630849786, "fast_rcnn/fg_cls_accuracy": 0.778263377407046, "iteration": 254579, "loss_box_reg": 0.21140631579328328, "loss_cls": 0.15950586879625916, "loss_mask": 0.2196888690814376, "loss_rpn_cls": 0.023703090743310895, "loss_rpn_loc": 0.06422020835452713, "loss_sem_seg": 0.20105763990432024, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9072751359676666, "mask_rcnn/false_negative": 0.0741096189930931, "mask_rcnn/false_positive": 0.11316592460849988, "roi_head/num_bg_samples": 420.25, "roi_head/num_fg_samples": 91.75, "rpn/num_neg_anchors": 205.5, "rpn/num_pos_anchors": 50.5, "time": 0.5747454189986456, "total_loss": 0.928097746160347} {"data_time": 0.01259894399845507, "eta_seconds": 8780.33047309138, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.20456784909909909, "fast_rcnn/fg_cls_accuracy": 0.7440849673202614, "iteration": 254599, "loss_box_reg": 0.20441388234030455, "loss_cls": 0.15049630240537226, "loss_mask": 0.21285034529864788, "loss_rpn_cls": 0.02414345915804006, "loss_rpn_loc": 0.06135260185692459, "loss_sem_seg": 0.2037818543612957, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8953552967239526, "mask_rcnn/false_negative": 0.08337133222836984, "mask_rcnn/false_positive": 0.09479765541983312, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5728980679996312, "total_loss": 0.8780425799827754} {"data_time": 0.011614821982220747, "eta_seconds": 8764.835787110293, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.2598039215686274, "fast_rcnn/fg_cls_accuracy": 0.7303921568627452, "iteration": 254619, "loss_box_reg": 0.17991375061683357, "loss_cls": 0.1458668039413169, "loss_mask": 0.22125814808532596, "loss_rpn_cls": 0.01989147436688654, "loss_rpn_loc": 0.05456268179113977, "loss_sem_seg": 0.20244709076359868, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9028138035758599, "mask_rcnn/false_negative": 0.09262073130652557, "mask_rcnn/false_positive": 0.10175669461315215, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5679872124892427, "total_loss": 0.8465473707146884} {"data_time": 0.01309726299950853, "eta_seconds": 8755.192572322849, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.20112359550561798, "fast_rcnn/fg_cls_accuracy": 0.755, "iteration": 254639, "loss_box_reg": 0.22357860393822193, "loss_cls": 0.1577336178161204, "loss_mask": 0.22247579460963607, "loss_rpn_cls": 0.025502455260721035, "loss_rpn_loc": 0.06012445404485334, "loss_sem_seg": 0.20349845057353377, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9068852638711735, "mask_rcnn/false_negative": 0.07933930696126007, "mask_rcnn/false_positive": 0.10437708579556329, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5699853309924947, "total_loss": 0.9149144256152795} {"data_time": 0.012319924993789755, "eta_seconds": 8744.986309383472, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.23174798174798175, "fast_rcnn/fg_cls_accuracy": 0.7452341597796144, "iteration": 254659, "loss_box_reg": 0.2015083315782249, "loss_cls": 0.14616191375534981, "loss_mask": 0.2153321118094027, "loss_rpn_cls": 0.022441453591454774, "loss_rpn_loc": 0.06310969276819378, "loss_sem_seg": 0.18745869561098516, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.894163843143435, "mask_rcnn/false_negative": 0.09324723502588206, "mask_rcnn/false_positive": 0.11539131775084724, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5808314314926974, "total_loss": 0.8291528435074724} {"data_time": 0.01191167498473078, "eta_seconds": 8734.499595114787, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.23404696132596686, "fast_rcnn/fg_cls_accuracy": 0.7558115292400709, "iteration": 254679, "loss_box_reg": 0.2082818979397416, "loss_cls": 0.16280018538236618, "loss_mask": 0.2269363710656762, "loss_rpn_cls": 0.023908609044156037, "loss_rpn_loc": 0.0678321000887081, "loss_sem_seg": 0.21244676876813173, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.900593428712267, "mask_rcnn/false_negative": 0.07992475029521401, "mask_rcnn/false_positive": 0.1156010460742248, "roi_head/num_bg_samples": 426.75, "roi_head/num_fg_samples": 85.25, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5719673294806853, "total_loss": 0.9001707424613414} {"data_time": 0.011471821504528634, "eta_seconds": 8720.432653554846, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.19650169650169652, "fast_rcnn/fg_cls_accuracy": 0.7832538420773715, "iteration": 254699, "loss_box_reg": 0.19629385240841657, "loss_cls": 0.14693099271971732, "loss_mask": 0.2147174198180437, "loss_rpn_cls": 0.0210264073612052, "loss_rpn_loc": 0.05139464330568444, "loss_sem_seg": 0.1819237726740539, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9079554296545553, "mask_rcnn/false_negative": 0.08068126772753183, "mask_rcnn/false_positive": 0.1041237725679862, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5650748179905349, "total_loss": 0.817369276752288} {"data_time": 0.012149330490501598, "eta_seconds": 8710.783898943278, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.20836849507735583, "fast_rcnn/fg_cls_accuracy": 0.7466528724440117, "iteration": 254719, "loss_box_reg": 0.2162982930894941, "loss_cls": 0.15259919641539454, "loss_mask": 0.22371792187914252, "loss_rpn_cls": 0.024057461378106382, "loss_rpn_loc": 0.067372461904597, "loss_sem_seg": 0.18097250966820866, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8919153634815353, "mask_rcnn/false_negative": 0.1056948756558953, "mask_rcnn/false_positive": 0.11046531503111093, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 234.75, "rpn/num_pos_anchors": 21.25, "time": 0.5741701274964726, "total_loss": 0.8790447110986861} {"data_time": 0.012942365487106144, "eta_seconds": 8702.187548308852, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.20877878289473684, "fast_rcnn/fg_cls_accuracy": 0.7530283295343536, "iteration": 254739, "loss_box_reg": 0.18644690071232617, "loss_cls": 0.14952650002669543, "loss_mask": 0.2220456302165985, "loss_rpn_cls": 0.02164178383827675, "loss_rpn_loc": 0.04940561769763008, "loss_sem_seg": 0.19282907783053815, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9188875212247061, "mask_rcnn/false_negative": 0.07305150805867174, "mask_rcnn/false_positive": 0.10046733465763666, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 237.5, "rpn/num_pos_anchors": 18.5, "time": 0.5778696080087684, "total_loss": 0.8123913327162882} {"data_time": 0.013074286995106377, "eta_seconds": 8693.979884507688, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.24542136270491804, "fast_rcnn/fg_cls_accuracy": 0.7014296478426396, "iteration": 254759, "loss_box_reg": 0.22033848823048174, "loss_cls": 0.1794248572550714, "loss_mask": 0.2288574711419642, "loss_rpn_cls": 0.024367010591959115, "loss_rpn_loc": 0.0641745965112932, "loss_sem_seg": 0.2021165689220652, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8950903397305092, "mask_rcnn/false_negative": 0.09610659710802427, "mask_rcnn/false_positive": 0.11992977799092551, "roi_head/num_bg_samples": 427.75, "roi_head/num_fg_samples": 84.25, "rpn/num_neg_anchors": 201.25, "rpn/num_pos_anchors": 54.75, "time": 0.5845181574986782, "total_loss": 0.9303057685974636} {"data_time": 0.012561096489662305, "eta_seconds": 8680.21550223742, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.24579315560597467, "fast_rcnn/fg_cls_accuracy": 0.7151162790697674, "iteration": 254779, "loss_box_reg": 0.20647261990234256, "loss_cls": 0.15374067157972604, "loss_mask": 0.21952631510794163, "loss_rpn_cls": 0.022228994042961858, "loss_rpn_loc": 0.05646063183667138, "loss_sem_seg": 0.1942795750219375, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9129336827390839, "mask_rcnn/false_negative": 0.09055010531569566, "mask_rcnn/false_positive": 0.10456728630223756, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5677194085001247, "total_loss": 0.8649494367855368} {"data_time": 0.011917038500541821, "eta_seconds": 8666.949861083805, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.23336027034969142, "fast_rcnn/fg_cls_accuracy": 0.7488091902493695, "iteration": 254799, "loss_box_reg": 0.19827731896657497, "loss_cls": 0.15774861810496077, "loss_mask": 0.21706623071804643, "loss_rpn_cls": 0.023730244152829982, "loss_rpn_loc": 0.05192653404083103, "loss_sem_seg": 0.2004860956221819, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9042178145424603, "mask_rcnn/false_negative": 0.09007604429500454, "mask_rcnn/false_positive": 0.12029003314257536, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5664636095025344, "total_loss": 0.8440339549188138} {"data_time": 0.013041154990787618, "eta_seconds": 8654.685618003889, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.2402233459755584, "fast_rcnn/fg_cls_accuracy": 0.7460413080895009, "iteration": 254819, "loss_box_reg": 0.20816320332232863, "loss_cls": 0.15563633805140853, "loss_mask": 0.21557494765147567, "loss_rpn_cls": 0.021286311024596216, "loss_rpn_loc": 0.05968032294185832, "loss_sem_seg": 0.19540119799785316, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9065909621832573, "mask_rcnn/false_negative": 0.08812757261484798, "mask_rcnn/false_positive": 0.10325266744487191, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5644156655034749, "total_loss": 0.8637142965744715} {"data_time": 0.012091531010810286, "eta_seconds": 8645.21441999187, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.2139896667234429, "fast_rcnn/fg_cls_accuracy": 0.7582675389127002, "iteration": 254839, "loss_box_reg": 0.2110035503283143, "loss_cls": 0.15990042209159583, "loss_mask": 0.22261165734380484, "loss_rpn_cls": 0.024498637059878092, "loss_rpn_loc": 0.06291150941251544, "loss_sem_seg": 0.19152702018618584, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9107564855184858, "mask_rcnn/false_negative": 0.06935668463842964, "mask_rcnn/false_positive": 0.09912838644849288, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.5754052010015585, "total_loss": 0.8543046795803093} {"data_time": 0.012261552998097613, "eta_seconds": 8633.809876201893, "fast_rcnn/cls_accuracy": 0.95654296875, "fast_rcnn/false_negative": 0.18368498604884473, "fast_rcnn/fg_cls_accuracy": 0.7937274437045697, "iteration": 254859, "loss_box_reg": 0.18392901704646647, "loss_cls": 0.14769145840546116, "loss_mask": 0.21540122060105205, "loss_rpn_cls": 0.024690982958418317, "loss_rpn_loc": 0.05247583676100476, "loss_sem_seg": 0.19412560062482953, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.918633605951859, "mask_rcnn/false_negative": 0.08049389881970795, "mask_rcnn/false_positive": 0.09686472608779371, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5739317995030433, "total_loss": 0.8126954824110726} {"data_time": 0.012916155988932587, "eta_seconds": 8623.187609837201, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.21940993788819874, "fast_rcnn/fg_cls_accuracy": 0.7460519389366556, "iteration": 254879, "loss_box_reg": 0.1881060814484954, "loss_cls": 0.14325582957826555, "loss_mask": 0.21025117067620158, "loss_rpn_cls": 0.021333242975742905, "loss_rpn_loc": 0.051360115758143365, "loss_sem_seg": 0.18318081702454947, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9110246085355671, "mask_rcnn/false_negative": 0.08648119909288218, "mask_rcnn/false_positive": 0.0830918494497564, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 234.75, "rpn/num_pos_anchors": 21.25, "time": 0.5654584294970846, "total_loss": 0.8233375576855906} {"data_time": 0.012698133010417223, "eta_seconds": 8611.782031357157, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.2012138188608777, "fast_rcnn/fg_cls_accuracy": 0.7543600562587904, "iteration": 254899, "loss_box_reg": 0.21105872374027967, "loss_cls": 0.16175917314831167, "loss_mask": 0.2199593260884285, "loss_rpn_cls": 0.02735755013236485, "loss_rpn_loc": 0.05596503113338258, "loss_sem_seg": 0.2076208316721022, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9323921244029527, "mask_rcnn/false_negative": 0.07085155145981098, "mask_rcnn/false_positive": 0.07684161458671962, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5714763034920907, "total_loss": 0.9142301484243944} {"data_time": 0.01236260098812636, "eta_seconds": 8598.484443407884, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.21947209384998223, "fast_rcnn/fg_cls_accuracy": 0.7484157760332923, "iteration": 254919, "loss_box_reg": 0.18560939840972424, "loss_cls": 0.14548168750479817, "loss_mask": 0.21687475638464093, "loss_rpn_cls": 0.022531235837959684, "loss_rpn_loc": 0.056829991823178716, "loss_sem_seg": 0.1811510636471212, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9012346809500827, "mask_rcnn/false_negative": 0.08980827915808365, "mask_rcnn/false_positive": 0.09989422594178993, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5671232559980126, "total_loss": 0.8428048364003189} {"data_time": 0.013623327002278529, "eta_seconds": 8587.08137405783, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.2722804190169218, "fast_rcnn/fg_cls_accuracy": 0.7100725221595487, "iteration": 254939, "loss_box_reg": 0.1940419846214354, "loss_cls": 0.14930335734970868, "loss_mask": 0.22205256950110197, "loss_rpn_cls": 0.019348303310835036, "loss_rpn_loc": 0.05602629869827069, "loss_sem_seg": 0.19512436399236321, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.904605198243681, "mask_rcnn/false_negative": 0.1007821395805131, "mask_rcnn/false_positive": 0.10556737407569325, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.5671805775054963, "total_loss": 0.8530104769961326} {"data_time": 0.012377213497529738, "eta_seconds": 8575.678304707777, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.23158854704384335, "fast_rcnn/fg_cls_accuracy": 0.7474502185526954, "iteration": 254959, "loss_box_reg": 0.20322095043957233, "loss_cls": 0.1549692756962031, "loss_mask": 0.21805725526064634, "loss_rpn_cls": 0.0216920096463582, "loss_rpn_loc": 0.06172118440736085, "loss_sem_seg": 0.1969570848159492, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.915265911789244, "mask_rcnn/false_negative": 0.062191747827899005, "mask_rcnn/false_positive": 0.09917791701111675, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5546347329946002, "total_loss": 0.8769373598188395} {"data_time": 0.012312613020185381, "eta_seconds": 8564.492626861742, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.2031927473393772, "fast_rcnn/fg_cls_accuracy": 0.6980157196237597, "iteration": 254979, "loss_box_reg": 0.20153945009224117, "loss_cls": 0.15462122298777103, "loss_mask": 0.22311894362792373, "loss_rpn_cls": 0.023677732184296474, "loss_rpn_loc": 0.06174999399809167, "loss_sem_seg": 0.18458412494510412, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9072134856610496, "mask_rcnn/false_negative": 0.06902076967887114, "mask_rcnn/false_positive": 0.11591744174007898, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5811976014956599, "total_loss": 0.8536667984808446} {"data_time": 0.011803935514762998, "eta_seconds": 8548.528641190045, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.2622826908541194, "fast_rcnn/fg_cls_accuracy": 0.7033908908908908, "iteration": 254999, "loss_box_reg": 0.19172440911643207, "loss_cls": 0.1547205401584506, "loss_mask": 0.22567212488502264, "loss_rpn_cls": 0.021750673513452057, "loss_rpn_loc": 0.05730209912871942, "loss_sem_seg": 0.19143015798181295, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9050992792950514, "mask_rcnn/false_negative": 0.08301682251616516, "mask_rcnn/false_positive": 0.1264834222952076, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5668540589977056, "total_loss": 0.8738037156144856} {"data_time": 0.012349223514320329, "eta_seconds": 8536.016859058276, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.20646382243780545, "fast_rcnn/fg_cls_accuracy": 0.779757498854464, "iteration": 255019, "loss_box_reg": 0.21223154640756547, "loss_cls": 0.17727026995271444, "loss_mask": 0.2248676000162959, "loss_rpn_cls": 0.02034454754402759, "loss_rpn_loc": 0.05650522868381813, "loss_sem_seg": 0.19102644338272512, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8925408625468139, "mask_rcnn/false_negative": 0.09186860741061992, "mask_rcnn/false_positive": 0.12345848506476198, "roi_head/num_bg_samples": 429.5, "roi_head/num_fg_samples": 82.5, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.5457146985136205, "total_loss": 0.8846096719644265} {"data_time": 0.011716352993971668, "eta_seconds": 8521.606816032887, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.2533772468460422, "fast_rcnn/fg_cls_accuracy": 0.7290356394129979, "iteration": 255039, "loss_box_reg": 0.19463082368019968, "loss_cls": 0.15759087551850826, "loss_mask": 0.2244339413009584, "loss_rpn_cls": 0.018249201704747975, "loss_rpn_loc": 0.05916033728135517, "loss_sem_seg": 0.18945544690359384, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9088938472963309, "mask_rcnn/false_negative": 0.07379879273356516, "mask_rcnn/false_positive": 0.0998672080266604, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5693168835132383, "total_loss": 0.891795883042505} {"data_time": 0.012861404495197348, "eta_seconds": 8506.10308267422, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.2065018315018315, "fast_rcnn/fg_cls_accuracy": 0.699812382739212, "iteration": 255059, "loss_box_reg": 0.21330480719916523, "loss_cls": 0.16697046719491482, "loss_mask": 0.22617830708622932, "loss_rpn_cls": 0.023030089811072685, "loss_rpn_loc": 0.0646070396178402, "loss_sem_seg": 0.21060434053651989, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8991240928660732, "mask_rcnn/false_negative": 0.1006334294657389, "mask_rcnn/false_positive": 0.10563489583452867, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5641630070022075, "total_loss": 0.9441315078292973} {"data_time": 0.014176473501720466, "eta_seconds": 8494.716825954223, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.20822039003087117, "fast_rcnn/fg_cls_accuracy": 0.7781059792337988, "iteration": 255079, "loss_box_reg": 0.19469703850336373, "loss_cls": 0.1506716216681525, "loss_mask": 0.21088139666244388, "loss_rpn_cls": 0.02174477343851322, "loss_rpn_loc": 0.055905449378769845, "loss_sem_seg": 0.18517566937953234, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9023940369200874, "mask_rcnn/false_negative": 0.08069666830622885, "mask_rcnn/false_positive": 0.10966365079029047, "roi_head/num_bg_samples": 433.0, "roi_head/num_fg_samples": 79.0, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5666051915031858, "total_loss": 0.827082838413844} {"data_time": 0.013468812496284954, "eta_seconds": 8485.108817418222, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.2843567251461988, "fast_rcnn/fg_cls_accuracy": 0.7026315789473685, "iteration": 255099, "loss_box_reg": 0.2032830216921866, "loss_cls": 0.15641512558795512, "loss_mask": 0.21820665709674358, "loss_rpn_cls": 0.023207248047583562, "loss_rpn_loc": 0.06289622507756576, "loss_sem_seg": 0.19518324732780457, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8901921668894746, "mask_rcnn/false_negative": 0.08294895458903188, "mask_rcnn/false_positive": 0.12686881736405198, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5619045229832409, "total_loss": 0.8803824626465939} {"data_time": 0.012502140991273336, "eta_seconds": 8471.944312514228, "fast_rcnn/cls_accuracy": 0.958984375, "fast_rcnn/false_negative": 0.18926846100759143, "fast_rcnn/fg_cls_accuracy": 0.7868739680792516, "iteration": 255119, "loss_box_reg": 0.19237079145386815, "loss_cls": 0.15023305406793952, "loss_mask": 0.21938481554389, "loss_rpn_cls": 0.020627816538763, "loss_rpn_loc": 0.04839127088780515, "loss_sem_seg": 0.22347729792818427, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9180836555038471, "mask_rcnn/false_negative": 0.06809977427167418, "mask_rcnn/false_positive": 0.08322511325928189, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5642532470083097, "total_loss": 0.8752782467818179} {"data_time": 0.011341086486936547, "eta_seconds": 8458.601805637838, "fast_rcnn/cls_accuracy": 0.95654296875, "fast_rcnn/false_negative": 0.2747564935064935, "fast_rcnn/fg_cls_accuracy": 0.712413594470046, "iteration": 255139, "loss_box_reg": 0.20775292860344052, "loss_cls": 0.15727556904312223, "loss_mask": 0.21946472441777587, "loss_rpn_cls": 0.02691544149092806, "loss_rpn_loc": 0.07075701066059992, "loss_sem_seg": 0.22625235316809267, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8969052094522019, "mask_rcnn/false_negative": 0.08272949783114261, "mask_rcnn/false_positive": 0.12967795718158465, "roi_head/num_bg_samples": 455.5, "roi_head/num_fg_samples": 56.5, "rpn/num_neg_anchors": 236.25, "rpn/num_pos_anchors": 19.75, "time": 0.5721643280121498, "total_loss": 0.9433687300515885} {"data_time": 0.012827970494981855, "eta_seconds": 8447.218181648015, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.28524124881740776, "fast_rcnn/fg_cls_accuracy": 0.6966965024834437, "iteration": 255159, "loss_box_reg": 0.19896526099182665, "loss_cls": 0.15575550950597972, "loss_mask": 0.22618526220321655, "loss_rpn_cls": 0.02012992574600503, "loss_rpn_loc": 0.059952916170004755, "loss_sem_seg": 0.20041771233081818, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8910886064652846, "mask_rcnn/false_negative": 0.09889323252737886, "mask_rcnn/false_positive": 0.12652019016473573, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.5730231269844808, "total_loss": 0.8519838209940644} {"data_time": 0.012819613504689187, "eta_seconds": 8434.143281476529, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.27956830277942046, "fast_rcnn/fg_cls_accuracy": 0.7123907615480649, "iteration": 255179, "loss_box_reg": 0.1968530430458486, "loss_cls": 0.15373183344490826, "loss_mask": 0.22265343694016337, "loss_rpn_cls": 0.02386917650437681, "loss_rpn_loc": 0.049680097261443734, "loss_sem_seg": 0.1801368979504332, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8983538341079006, "mask_rcnn/false_negative": 0.09580662663974329, "mask_rcnn/false_positive": 0.10557702711443825, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5641310930077452, "total_loss": 0.8515723253658507} {"data_time": 0.012420664497767575, "eta_seconds": 8415.749248157837, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.2072470013646484, "fast_rcnn/fg_cls_accuracy": 0.7677793000373645, "iteration": 255199, "loss_box_reg": 0.1884852726943791, "loss_cls": 0.15427309996448457, "loss_mask": 0.21209491416811943, "loss_rpn_cls": 0.024614945872599492, "loss_rpn_loc": 0.05625425369362347, "loss_sem_seg": 0.18647335981950164, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9049435968968869, "mask_rcnn/false_negative": 0.07109009805033, "mask_rcnn/false_positive": 0.10343170923913585, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.5675188215100206, "total_loss": 0.833828896356863} {"data_time": 0.012148399007855915, "eta_seconds": 8403.67531483696, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.22896055505589105, "fast_rcnn/fg_cls_accuracy": 0.7585477505919495, "iteration": 255219, "loss_box_reg": 0.18814967549405992, "loss_cls": 0.15283196116797626, "loss_mask": 0.21700189029797912, "loss_rpn_cls": 0.023003365378826857, "loss_rpn_loc": 0.052078498527407646, "loss_sem_seg": 0.19634418177884072, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9000802390638716, "mask_rcnn/false_negative": 0.08981628799365213, "mask_rcnn/false_positive": 0.11047958490840604, "roi_head/num_bg_samples": 425.0, "roi_head/num_fg_samples": 87.0, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5535768069967162, "total_loss": 0.8290387281194853} {"data_time": 0.013012488503591157, "eta_seconds": 8390.611776956866, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.21555774063148694, "fast_rcnn/fg_cls_accuracy": 0.7558348730915103, "iteration": 255239, "loss_box_reg": 0.19229187862947583, "loss_cls": 0.14716560137458146, "loss_mask": 0.21463078493252397, "loss_rpn_cls": 0.024446467527013738, "loss_rpn_loc": 0.051066394822555594, "loss_sem_seg": 0.18936907360330224, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9222042031098154, "mask_rcnn/false_negative": 0.07669353551179528, "mask_rcnn/false_positive": 0.10618487291773501, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.556524621497374, "total_loss": 0.8422282204992371} {"data_time": 0.012084916510502808, "eta_seconds": 8377.492417717935, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.2561877667140825, "fast_rcnn/fg_cls_accuracy": 0.6858940931070447, "iteration": 255259, "loss_box_reg": 0.1970766233280301, "loss_cls": 0.15939370426349342, "loss_mask": 0.22533449716866016, "loss_rpn_cls": 0.02303219707300741, "loss_rpn_loc": 0.06294228637125343, "loss_sem_seg": 0.19558216724544764, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8998405733791516, "mask_rcnn/false_negative": 0.09739148413067296, "mask_rcnn/false_positive": 0.12280546383952087, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.5649570370151196, "total_loss": 0.8640042069819174} {"data_time": 0.012053207989083603, "eta_seconds": 8367.874532117203, "fast_rcnn/cls_accuracy": 0.96044921875, "fast_rcnn/false_negative": 0.20726495726495725, "fast_rcnn/fg_cls_accuracy": 0.7752525252525253, "iteration": 255279, "loss_box_reg": 0.1832646878901869, "loss_cls": 0.1467400265391916, "loss_mask": 0.21239767223596573, "loss_rpn_cls": 0.019600617908508866, "loss_rpn_loc": 0.053813731006812304, "loss_sem_seg": 0.1848915833979845, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9061569418154239, "mask_rcnn/false_negative": 0.08760242853308092, "mask_rcnn/false_positive": 0.09970145619159419, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 238.75, "rpn/num_pos_anchors": 17.25, "time": 0.5666884235106409, "total_loss": 0.7908205826338417} {"data_time": 0.012974477984244004, "eta_seconds": 8353.60804135821, "fast_rcnn/cls_accuracy": 0.95556640625, "fast_rcnn/false_negative": 0.1790256375748604, "fast_rcnn/fg_cls_accuracy": 0.7794372294372295, "iteration": 255299, "loss_box_reg": 0.19373432802967727, "loss_cls": 0.15218014433048666, "loss_mask": 0.22249334258958697, "loss_rpn_cls": 0.02446186177621712, "loss_rpn_loc": 0.05899777001468465, "loss_sem_seg": 0.19716515438631177, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9019076778144135, "mask_rcnn/false_negative": 0.08096502081353171, "mask_rcnn/false_positive": 0.11303792132609805, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5744544155022595, "total_loss": 0.8477517726278165} {"data_time": 0.012321226982749067, "eta_seconds": 8347.123142219978, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.25043658088235293, "fast_rcnn/fg_cls_accuracy": 0.749563419117647, "iteration": 255319, "loss_box_reg": 0.20487058791331947, "loss_cls": 0.15556266391649842, "loss_mask": 0.20871039433404803, "loss_rpn_cls": 0.02372255026057246, "loss_rpn_loc": 0.06284554745070636, "loss_sem_seg": 0.2224040636792779, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9159693466758685, "mask_rcnn/false_negative": 0.07918810131434943, "mask_rcnn/false_positive": 0.10641596170865264, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 235.5, "rpn/num_pos_anchors": 20.5, "time": 0.5754887275106739, "total_loss": 0.8822293175035156} {"data_time": 0.011997170993709005, "eta_seconds": 8338.27055973046, "fast_rcnn/cls_accuracy": 0.96484375, "fast_rcnn/false_negative": 0.1517733763242745, "fast_rcnn/fg_cls_accuracy": 0.8482266236757254, "iteration": 255339, "loss_box_reg": 0.20887127751484513, "loss_cls": 0.15632920619100332, "loss_mask": 0.22830854868516326, "loss_rpn_cls": 0.02126928191682964, "loss_rpn_loc": 0.054993860045215115, "loss_sem_seg": 0.21879891655407846, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.914404950660457, "mask_rcnn/false_negative": 0.07154535890801883, "mask_rcnn/false_positive": 0.09000871788240057, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5742903460195521, "total_loss": 0.895544849903672} {"data_time": 0.01207179001357872, "eta_seconds": 8324.77432215924, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.22867605633802818, "fast_rcnn/fg_cls_accuracy": 0.741412213740458, "iteration": 255359, "loss_box_reg": 0.1966924237785861, "loss_cls": 0.1408331514103338, "loss_mask": 0.21146360551938415, "loss_rpn_cls": 0.025863633528615537, "loss_rpn_loc": 0.05252991270390339, "loss_sem_seg": 0.1800587170291692, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9087584125530555, "mask_rcnn/false_negative": 0.08843956755947616, "mask_rcnn/false_positive": 0.10093008662730069, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5573373635124881, "total_loss": 0.8190555381754621} {"data_time": 0.012590685990289785, "eta_seconds": 8312.885969694136, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.23813868613138686, "fast_rcnn/fg_cls_accuracy": 0.7364130434782609, "iteration": 255379, "loss_box_reg": 0.2019750284962356, "loss_cls": 0.15172132977750152, "loss_mask": 0.2245035506784916, "loss_rpn_cls": 0.022448400377470534, "loss_rpn_loc": 0.05718865408562124, "loss_sem_seg": 0.19508663867600262, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9122650061690813, "mask_rcnn/false_negative": 0.07644093056967988, "mask_rcnn/false_positive": 0.10982696356073945, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5669314224942354, "total_loss": 0.8789109027584345} {"data_time": 0.01267312299751211, "eta_seconds": 8301.514810444161, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.2406167822137222, "fast_rcnn/fg_cls_accuracy": 0.758757435558493, "iteration": 255399, "loss_box_reg": 0.19981054868549109, "loss_cls": 0.1504961505997926, "loss_mask": 0.21995771722868085, "loss_rpn_cls": 0.023156015238782857, "loss_rpn_loc": 0.04853004583856091, "loss_sem_seg": 0.1718727460829541, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8881545385152687, "mask_rcnn/false_negative": 0.09175714914557184, "mask_rcnn/false_positive": 0.10853965864983559, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5677361160051078, "total_loss": 0.8023646624205867} {"data_time": 0.011397430513170548, "eta_seconds": 8290.143651194187, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.18184857423795478, "fast_rcnn/fg_cls_accuracy": 0.7977777777777778, "iteration": 255419, "loss_box_reg": 0.20899152802303433, "loss_cls": 0.15471346490085125, "loss_mask": 0.22553675109520555, "loss_rpn_cls": 0.023803363874321803, "loss_rpn_loc": 0.06676666281418875, "loss_sem_seg": 0.2039218652062118, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9144766887646778, "mask_rcnn/false_negative": 0.08586103779201053, "mask_rcnn/false_positive": 0.09469198699106028, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5652935414982494, "total_loss": 0.878807775576206} {"data_time": 0.01285596049274318, "eta_seconds": 8278.267436465656, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.23830072880705794, "fast_rcnn/fg_cls_accuracy": 0.755258749069248, "iteration": 255439, "loss_box_reg": 0.19046482583507895, "loss_cls": 0.14262067014351487, "loss_mask": 0.2099027754738927, "loss_rpn_cls": 0.024032671841268893, "loss_rpn_loc": 0.06343449998530559, "loss_sem_seg": 0.19604359427466989, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9059493440233236, "mask_rcnn/false_negative": 0.0829420796998426, "mask_rcnn/false_positive": 0.10418380361502136, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5600289915018948, "total_loss": 0.8209799659598502} {"data_time": 0.012793307498213835, "eta_seconds": 8265.742277023775, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.2695480631276901, "fast_rcnn/fg_cls_accuracy": 0.6814687168610816, "iteration": 255459, "loss_box_reg": 0.20996701577678323, "loss_cls": 0.16696071485057473, "loss_mask": 0.22694867057725787, "loss_rpn_cls": 0.026841303841138142, "loss_rpn_loc": 0.06551138986833394, "loss_sem_seg": 0.1982559124007821, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8985205878125899, "mask_rcnn/false_negative": 0.07980105274338875, "mask_rcnn/false_positive": 0.12405077437083499, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 206.0, "rpn/num_pos_anchors": 50.0, "time": 0.5693512915022438, "total_loss": 0.8562632991161081} {"data_time": 0.013083695492241532, "eta_seconds": 8252.463699727436, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.2538659793814433, "fast_rcnn/fg_cls_accuracy": 0.7254349226804124, "iteration": 255479, "loss_box_reg": 0.19261704524978995, "loss_cls": 0.15171701437793672, "loss_mask": 0.21211780328303576, "loss_rpn_cls": 0.02117648113926407, "loss_rpn_loc": 0.059072625706903636, "loss_sem_seg": 0.1849873112514615, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9075157952767838, "mask_rcnn/false_negative": 0.08590241537636453, "mask_rcnn/false_positive": 0.09705049274240622, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5624278965115082, "total_loss": 0.8054137192957569} {"data_time": 0.012562492993311025, "eta_seconds": 8239.961241258105, "fast_rcnn/cls_accuracy": 0.95654296875, "fast_rcnn/false_negative": 0.20923182975113122, "fast_rcnn/fg_cls_accuracy": 0.7742152149321266, "iteration": 255499, "loss_box_reg": 0.20444401167333126, "loss_cls": 0.1529677116777748, "loss_mask": 0.22250111680477858, "loss_rpn_cls": 0.02791119850007817, "loss_rpn_loc": 0.07505734320147894, "loss_sem_seg": 0.2060238904086873, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.907980211208652, "mask_rcnn/false_negative": 0.08363172814799988, "mask_rcnn/false_positive": 0.11024138292544192, "roi_head/num_bg_samples": 429.75, "roi_head/num_fg_samples": 82.25, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5793630010011839, "total_loss": 0.9138517158316972} {"data_time": 0.011619154494837858, "eta_seconds": 8230.66660561596, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.24653215636822196, "fast_rcnn/fg_cls_accuracy": 0.7033365570599613, "iteration": 255519, "loss_box_reg": 0.2030530646443367, "loss_cls": 0.15599158010445535, "loss_mask": 0.2224952164106071, "loss_rpn_cls": 0.025788711296627298, "loss_rpn_loc": 0.06661448581144214, "loss_sem_seg": 0.1731554350699298, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9087537089303808, "mask_rcnn/false_negative": 0.07378540773956793, "mask_rcnn/false_positive": 0.12007284626356936, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5662301535048755, "total_loss": 0.8401106515520951} {"data_time": 0.011675776506308466, "eta_seconds": 8218.3649584573, "fast_rcnn/cls_accuracy": 0.962890625, "fast_rcnn/false_negative": 0.1912103083294984, "fast_rcnn/fg_cls_accuracy": 0.8039868182993022, "iteration": 255539, "loss_box_reg": 0.18064955598674715, "loss_cls": 0.1305023554014042, "loss_mask": 0.20676646754145622, "loss_rpn_cls": 0.023074028198607266, "loss_rpn_loc": 0.06164642662042752, "loss_sem_seg": 0.19965608208440244, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9083601640718034, "mask_rcnn/false_negative": 0.08938803615159084, "mask_rcnn/false_positive": 0.08654302555930862, "roi_head/num_bg_samples": 465.25, "roi_head/num_fg_samples": 46.75, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5654065730050206, "total_loss": 0.8217009738655179} {"data_time": 0.012518269999418408, "eta_seconds": 8209.363439340756, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.24548192771084337, "fast_rcnn/fg_cls_accuracy": 0.7266033603556485, "iteration": 255559, "loss_box_reg": 0.20190738327801228, "loss_cls": 0.15264185145497322, "loss_mask": 0.21180816693231463, "loss_rpn_cls": 0.02270669063727837, "loss_rpn_loc": 0.06502207007724792, "loss_sem_seg": 0.1891970271244645, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.895525485099081, "mask_rcnn/false_negative": 0.09699541339466107, "mask_rcnn/false_positive": 0.10596080184642602, "roi_head/num_bg_samples": 429.75, "roi_head/num_fg_samples": 82.25, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.572944596002344, "total_loss": 0.8254555708408589} {"data_time": 0.01208767297794111, "eta_seconds": 8195.632464277209, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.23787435716446506, "fast_rcnn/fg_cls_accuracy": 0.7475490196078431, "iteration": 255579, "loss_box_reg": 0.1933442954905331, "loss_cls": 0.14911707735154778, "loss_mask": 0.22187763266265392, "loss_rpn_cls": 0.022533700695930747, "loss_rpn_loc": 0.0661419009702513, "loss_sem_seg": 0.19723784644156694, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8987938990295912, "mask_rcnn/false_negative": 0.09670276789660774, "mask_rcnn/false_positive": 0.12015502308580675, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5542727179999929, "total_loss": 0.8634337493890598} {"data_time": 0.012356493505649269, "eta_seconds": 8181.863612081244, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.23138936535162952, "fast_rcnn/fg_cls_accuracy": 0.7504288164665524, "iteration": 255599, "loss_box_reg": 0.19655695161782205, "loss_cls": 0.1567450005095452, "loss_mask": 0.2148772468790412, "loss_rpn_cls": 0.01988638145121513, "loss_rpn_loc": 0.05857795127667487, "loss_sem_seg": 0.176689344458282, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.909349755527211, "mask_rcnn/false_negative": 0.07411576873412701, "mask_rcnn/false_positive": 0.10701404495718199, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5662556865136139, "total_loss": 0.8342271667079331} {"data_time": 0.012718498503090814, "eta_seconds": 8171.773161198042, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.23352896630064368, "fast_rcnn/fg_cls_accuracy": 0.751017214397496, "iteration": 255619, "loss_box_reg": 0.18633395386859775, "loss_cls": 0.1447858695173636, "loss_mask": 0.21811206825077534, "loss_rpn_cls": 0.019603802509664092, "loss_rpn_loc": 0.04564934712834656, "loss_sem_seg": 0.1986191705800593, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9039762711129549, "mask_rcnn/false_negative": 0.08949958263069172, "mask_rcnn/false_positive": 0.08817837082472627, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5726421339932131, "total_loss": 0.8165692268321436} {"data_time": 0.012246617989148945, "eta_seconds": 8159.137791340792, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.21954454454454453, "fast_rcnn/fg_cls_accuracy": 0.729020979020979, "iteration": 255639, "loss_box_reg": 0.19594464730471373, "loss_cls": 0.15545839129481465, "loss_mask": 0.21601671865209937, "loss_rpn_cls": 0.023238833324285224, "loss_rpn_loc": 0.06703458665288053, "loss_sem_seg": 0.20210297650191933, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9180192783303383, "mask_rcnn/false_negative": 0.07421176438590368, "mask_rcnn/false_positive": 0.08038202108073772, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 0.5617131419858197, "total_loss": 0.8315384641173296} {"data_time": 0.012949841999216005, "eta_seconds": 8144.769896453363, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.2332810867293626, "fast_rcnn/fg_cls_accuracy": 0.7194146433276869, "iteration": 255659, "loss_box_reg": 0.1988484994508326, "loss_cls": 0.1571144456975162, "loss_mask": 0.2218020367436111, "loss_rpn_cls": 0.02338663515411099, "loss_rpn_loc": 0.06048360641580075, "loss_sem_seg": 0.18928515003062785, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9058697257468787, "mask_rcnn/false_negative": 0.08189489455890855, "mask_rcnn/false_positive": 0.11077409160990914, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5605518725060392, "total_loss": 0.8721002126922031} {"data_time": 0.01170524550252594, "eta_seconds": 8136.243856159897, "fast_rcnn/cls_accuracy": 0.958984375, "fast_rcnn/false_negative": 0.18388394385484425, "fast_rcnn/fg_cls_accuracy": 0.8106812735364601, "iteration": 255679, "loss_box_reg": 0.1997792385518551, "loss_cls": 0.15672307438217103, "loss_mask": 0.21004594769328833, "loss_rpn_cls": 0.0244274387259793, "loss_rpn_loc": 0.05525623873108998, "loss_sem_seg": 0.20742498617619276, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9217320107489001, "mask_rcnn/false_negative": 0.07733996234302593, "mask_rcnn/false_positive": 0.08656171159321116, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5817568584898254, "total_loss": 0.8601045385876205} {"data_time": 0.01287693899939768, "eta_seconds": 8124.881180569981, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.2008697341160221, "fast_rcnn/fg_cls_accuracy": 0.7770308183701657, "iteration": 255699, "loss_box_reg": 0.1824019504711032, "loss_cls": 0.15037066175136715, "loss_mask": 0.2169258794747293, "loss_rpn_cls": 0.02242500682041282, "loss_rpn_loc": 0.06587975527509116, "loss_sem_seg": 0.19719678640831262, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9057201726844584, "mask_rcnn/false_negative": 0.0912638862548256, "mask_rcnn/false_positive": 0.09369386649361586, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5676870264869649, "total_loss": 0.8532827880844707} {"data_time": 0.013112290485878475, "eta_seconds": 8113.518504980064, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.1468045112781955, "fast_rcnn/fg_cls_accuracy": 0.8531954887218045, "iteration": 255719, "loss_box_reg": 0.1963778897188604, "loss_cls": 0.1489460866432637, "loss_mask": 0.21341913659125566, "loss_rpn_cls": 0.023692566799581982, "loss_rpn_loc": 0.05856878592749126, "loss_sem_seg": 0.195350946392864, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9268016319828425, "mask_rcnn/false_negative": 0.06690230400774903, "mask_rcnn/false_positive": 0.08561820885012231, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5747288179991301, "total_loss": 0.8425563571727253} {"data_time": 0.011360443502780981, "eta_seconds": 8096.460257019353, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.2569060773480663, "fast_rcnn/fg_cls_accuracy": 0.7065417908329785, "iteration": 255739, "loss_box_reg": 0.2013032748363912, "loss_cls": 0.1561627839691937, "loss_mask": 0.2158710565418005, "loss_rpn_cls": 0.02208915875053208, "loss_rpn_loc": 0.0676629368099384, "loss_sem_seg": 0.19877273286692798, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9020831186009758, "mask_rcnn/false_negative": 0.08962768357964085, "mask_rcnn/false_positive": 0.11129910643529367, "roi_head/num_bg_samples": 421.5, "roi_head/num_fg_samples": 90.5, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 0.5618219244934153, "total_loss": 0.8561882565991255} {"data_time": 0.012812556000426412, "eta_seconds": 8086.538242173076, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.2466931216931217, "fast_rcnn/fg_cls_accuracy": 0.6705907534246576, "iteration": 255759, "loss_box_reg": 0.21301164501346648, "loss_cls": 0.15822655009105802, "loss_mask": 0.21950467070564628, "loss_rpn_cls": 0.018103118920407724, "loss_rpn_loc": 0.056817269505700096, "loss_sem_seg": 0.18141925893723965, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8938256640423179, "mask_rcnn/false_negative": 0.09682163820966458, "mask_rcnn/false_positive": 0.10389132638514995, "roi_head/num_bg_samples": 431.75, "roi_head/num_fg_samples": 80.25, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5764985494897701, "total_loss": 0.8548812739245477} {"data_time": 0.012414567507221363, "eta_seconds": 8073.750881079322, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.23454110313352255, "fast_rcnn/fg_cls_accuracy": 0.7501839957179179, "iteration": 255779, "loss_box_reg": 0.18587898346595466, "loss_cls": 0.14038353762589395, "loss_mask": 0.21744475606828928, "loss_rpn_cls": 0.023229907045333675, "loss_rpn_loc": 0.06399330572457984, "loss_sem_seg": 0.17432394507341087, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9109133282577362, "mask_rcnn/false_negative": 0.07978034804099748, "mask_rcnn/false_positive": 0.09762550370076711, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.5656742635037517, "total_loss": 0.8659932181726617} {"data_time": 0.012529155006632209, "eta_seconds": 8065.0809206613485, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.20416425679583572, "fast_rcnn/fg_cls_accuracy": 0.7450793362403101, "iteration": 255799, "loss_box_reg": 0.19774177460931242, "loss_cls": 0.15204725676449016, "loss_mask": 0.21604628674685955, "loss_rpn_cls": 0.021526869441004237, "loss_rpn_loc": 0.049969136307481676, "loss_sem_seg": 0.20870653085876256, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9128298334916041, "mask_rcnn/false_negative": 0.0799458201548496, "mask_rcnn/false_positive": 0.09244274704857253, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5685091435152572, "total_loss": 0.837183469609954} {"data_time": 0.012236061986186542, "eta_seconds": 8054.726218208976, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.18646924083769634, "fast_rcnn/fg_cls_accuracy": 0.778782894736842, "iteration": 255819, "loss_box_reg": 0.18501267745159566, "loss_cls": 0.14166404987918213, "loss_mask": 0.21430875174701214, "loss_rpn_cls": 0.018962517448017024, "loss_rpn_loc": 0.054995313577819616, "loss_sem_seg": 0.19841357599943876, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.912863892773834, "mask_rcnn/false_negative": 0.08872637343782742, "mask_rcnn/false_positive": 0.10912293060877704, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5676049544999842, "total_loss": 0.8321806674593972} {"data_time": 0.012410379000357352, "eta_seconds": 8037.541383368429, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.2191350710900474, "fast_rcnn/fg_cls_accuracy": 0.7743285939968405, "iteration": 255839, "loss_box_reg": 0.1817709286697209, "loss_cls": 0.141244015423581, "loss_mask": 0.2150317309424281, "loss_rpn_cls": 0.02102763345646963, "loss_rpn_loc": 0.06044799704977777, "loss_sem_seg": 0.20586890657432377, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9063740538313771, "mask_rcnn/false_negative": 0.07933190356691817, "mask_rcnn/false_positive": 0.1072686904664037, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.5627863539993996, "total_loss": 0.8700399248573376} {"data_time": 0.013303826504852623, "eta_seconds": 8025.002963040082, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.2619318181818182, "fast_rcnn/fg_cls_accuracy": 0.7058338567839195, "iteration": 255859, "loss_box_reg": 0.21134629717562348, "loss_cls": 0.161406651197467, "loss_mask": 0.23347398824989796, "loss_rpn_cls": 0.02653501938766567, "loss_rpn_loc": 0.055119545286288485, "loss_sem_seg": 0.21664335671812296, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9170213757864596, "mask_rcnn/false_negative": 0.08321018741890968, "mask_rcnn/false_positive": 0.09607647873639565, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5706328075029887, "total_loss": 0.8980651070014574} {"data_time": 0.012201524514239281, "eta_seconds": 8014.276228297502, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.2731157731157731, "fast_rcnn/fg_cls_accuracy": 0.6990950226244343, "iteration": 255879, "loss_box_reg": 0.19812815496698022, "loss_cls": 0.1542100552469492, "loss_mask": 0.21316831139847636, "loss_rpn_cls": 0.02326430505490862, "loss_rpn_loc": 0.058122550406551454, "loss_sem_seg": 0.20108901523053646, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8987335183260736, "mask_rcnn/false_negative": 0.07546663716020394, "mask_rcnn/false_positive": 0.1062024465851024, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5685238654987188, "total_loss": 0.8674293067033432} {"data_time": 0.012346027011517435, "eta_seconds": 8003.486409637611, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.2565833706857911, "fast_rcnn/fg_cls_accuracy": 0.714962997224792, "iteration": 255899, "loss_box_reg": 0.20001577667426318, "loss_cls": 0.15691488061565906, "loss_mask": 0.2178149577230215, "loss_rpn_cls": 0.024330166714207735, "loss_rpn_loc": 0.058641612849896774, "loss_sem_seg": 0.19808543007820845, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9134108813784807, "mask_rcnn/false_negative": 0.0796653783214895, "mask_rcnn/false_positive": 0.09963501806999206, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5770875979942502, "total_loss": 0.8575836099189473} {"data_time": 0.012520965989097022, "eta_seconds": 7994.352227567098, "fast_rcnn/cls_accuracy": 0.96533203125, "fast_rcnn/false_negative": 0.1819608094262295, "fast_rcnn/fg_cls_accuracy": 0.7792025176604507, "iteration": 255919, "loss_box_reg": 0.20292884623631835, "loss_cls": 0.15921577718108892, "loss_mask": 0.22166209295392036, "loss_rpn_cls": 0.025150347904400405, "loss_rpn_loc": 0.05962505884235725, "loss_sem_seg": 0.19057485228404403, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9215049632367521, "mask_rcnn/false_negative": 0.07895896337245284, "mask_rcnn/false_positive": 0.08198147377103182, "roi_head/num_bg_samples": 460.75, "roi_head/num_fg_samples": 51.25, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5717888240033062, "total_loss": 0.8696128050887637} {"data_time": 0.012003377996734343, "eta_seconds": 7986.566910248672, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.21273972602739727, "fast_rcnn/fg_cls_accuracy": 0.7654747596153846, "iteration": 255939, "loss_box_reg": 0.18919091625139117, "loss_cls": 0.14066820219159126, "loss_mask": 0.21487914118915796, "loss_rpn_cls": 0.02028083664481528, "loss_rpn_loc": 0.059720176010159776, "loss_sem_seg": 0.20182036748155951, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8953430221915155, "mask_rcnn/false_negative": 0.09738253006562034, "mask_rcnn/false_positive": 0.09024318443186441, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5743774999864399, "total_loss": 0.8396651733546605} {"data_time": 0.011956009999266826, "eta_seconds": 7975.207025588621, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.23216878402903812, "fast_rcnn/fg_cls_accuracy": 0.7594223484848486, "iteration": 255959, "loss_box_reg": 0.1904984365683049, "loss_cls": 0.14239599485881627, "loss_mask": 0.2090023122727871, "loss_rpn_cls": 0.02077046597150911, "loss_rpn_loc": 0.055267185631237226, "loss_sem_seg": 0.19377812067978084, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9078712890529106, "mask_rcnn/false_negative": 0.0950474566274908, "mask_rcnn/false_positive": 0.10025896856669338, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.556980402499903, "total_loss": 0.8210165372693154} {"data_time": 0.01279665349284187, "eta_seconds": 7956.903086400183, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.2570754716981132, "fast_rcnn/fg_cls_accuracy": 0.7421875, "iteration": 255979, "loss_box_reg": 0.20428189053200185, "loss_cls": 0.14948141761124134, "loss_mask": 0.22110942378640175, "loss_rpn_cls": 0.024686185190148535, "loss_rpn_loc": 0.05694921428221278, "loss_sem_seg": 0.2132585103972815, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9003229088155148, "mask_rcnn/false_negative": 0.0836666721216468, "mask_rcnn/false_positive": 0.12048698397225271, "roi_head/num_bg_samples": 428.5, "roi_head/num_fg_samples": 83.5, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.5655496550025418, "total_loss": 0.9000984249287285} {"data_time": 0.012936059501953423, "eta_seconds": 7946.1710553355515, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.2341572299651568, "fast_rcnn/fg_cls_accuracy": 0.7369721473495059, "iteration": 255999, "loss_box_reg": 0.21900401916354895, "loss_cls": 0.1709933248348534, "loss_mask": 0.21868797624483705, "loss_rpn_cls": 0.026293999238987453, "loss_rpn_loc": 0.0610659709200263, "loss_sem_seg": 0.17796214623376727, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9130257607212251, "mask_rcnn/false_negative": 0.06848653971944269, "mask_rcnn/false_positive": 0.11486676586751249, "roi_head/num_bg_samples": 416.25, "roi_head/num_fg_samples": 95.75, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 0.5733929660054855, "total_loss": 0.8824505498560029} {"data_time": 0.013041624493780546, "eta_seconds": 7934.820193175226, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.19398829299161524, "fast_rcnn/fg_cls_accuracy": 0.7796781531721291, "iteration": 256019, "loss_box_reg": 0.19502680469304323, "loss_cls": 0.14959366852417588, "loss_mask": 0.21146408654749393, "loss_rpn_cls": 0.021494545821042266, "loss_rpn_loc": 0.06064804716152139, "loss_sem_seg": 0.19301064312458038, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.911673087602388, "mask_rcnn/false_negative": 0.08288941454427982, "mask_rcnn/false_positive": 0.09079978662749161, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 237.5, "rpn/num_pos_anchors": 18.5, "time": 0.5583142735122237, "total_loss": 0.8237052185068023} {"data_time": 0.012351886995020323, "eta_seconds": 7923.469331014901, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.2811228264890862, "fast_rcnn/fg_cls_accuracy": 0.6836405290013537, "iteration": 256039, "loss_box_reg": 0.21412658994086087, "loss_cls": 0.16164549766108394, "loss_mask": 0.22414346411824226, "loss_rpn_cls": 0.021885559835936874, "loss_rpn_loc": 0.06666618393501267, "loss_sem_seg": 0.1906143743544817, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9006084122063504, "mask_rcnn/false_negative": 0.07914169271737179, "mask_rcnn/false_positive": 0.11332433553860888, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5711512944835704, "total_loss": 0.8451732748217182} {"data_time": 0.012854099491960369, "eta_seconds": 7912.118468854576, "fast_rcnn/cls_accuracy": 0.9580078125, "fast_rcnn/false_negative": 0.14617425917735516, "fast_rcnn/fg_cls_accuracy": 0.8382500838082467, "iteration": 256059, "loss_box_reg": 0.19419669639319181, "loss_cls": 0.13457998528610915, "loss_mask": 0.21641058381646872, "loss_rpn_cls": 0.02215430945489061, "loss_rpn_loc": 0.05235912912758067, "loss_sem_seg": 0.18223922653123736, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9097067514894157, "mask_rcnn/false_negative": 0.07801573404352627, "mask_rcnn/false_positive": 0.10060388143992512, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5666842095088214, "total_loss": 0.8145855742477579} {"data_time": 0.012503216479672119, "eta_seconds": 7900.153189200268, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.22903829542182552, "fast_rcnn/fg_cls_accuracy": 0.7709617045781745, "iteration": 256079, "loss_box_reg": 0.19800028973259032, "loss_cls": 0.15488114045001566, "loss_mask": 0.22812112839892507, "loss_rpn_cls": 0.02470172533139703, "loss_rpn_loc": 0.06048083447967656, "loss_sem_seg": 0.22957681049592793, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9103871084813695, "mask_rcnn/false_negative": 0.09066511411797265, "mask_rcnn/false_positive": 0.10136982452695575, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5657724854972912, "total_loss": 0.8515484943382035} {"data_time": 0.011976750509347767, "eta_seconds": 7886.974699927392, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.22204830053667263, "fast_rcnn/fg_cls_accuracy": 0.7436199949177769, "iteration": 256099, "loss_box_reg": 0.1969159150030464, "loss_cls": 0.14717875374481082, "loss_mask": 0.21773309586569667, "loss_rpn_cls": 0.021507335808564676, "loss_rpn_loc": 0.04939545155502856, "loss_sem_seg": 0.2092601335607469, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8974280211378836, "mask_rcnn/false_negative": 0.09002416751717401, "mask_rcnn/false_positive": 0.10244562787284467, "roi_head/num_bg_samples": 429.0, "roi_head/num_fg_samples": 83.0, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 0.5538785375101725, "total_loss": 0.837366691463103} {"data_time": 0.013105214005918242, "eta_seconds": 7875.627351247545, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.26697048611111107, "fast_rcnn/fg_cls_accuracy": 0.7243303571428572, "iteration": 256119, "loss_box_reg": 0.20468687289394438, "loss_cls": 0.157928760163486, "loss_mask": 0.22516362369060516, "loss_rpn_cls": 0.02255497696387465, "loss_rpn_loc": 0.0682406188279856, "loss_sem_seg": 0.20562472171150148, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9043703196126063, "mask_rcnn/false_negative": 0.0808771437545582, "mask_rcnn/false_positive": 0.11340028605039387, "roi_head/num_bg_samples": 427.5, "roi_head/num_fg_samples": 84.5, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.5590911489998689, "total_loss": 0.8622453355601465} {"data_time": 0.012276198001927696, "eta_seconds": 7867.266514714342, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.23977031143840272, "fast_rcnn/fg_cls_accuracy": 0.7270352781546812, "iteration": 256139, "loss_box_reg": 0.19594069058075547, "loss_cls": 0.14839627547189593, "loss_mask": 0.2075894931331277, "loss_rpn_cls": 0.02106930706759158, "loss_rpn_loc": 0.05488129676086828, "loss_sem_seg": 0.2080085021443665, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8954779177295918, "mask_rcnn/false_negative": 0.09231133386007181, "mask_rcnn/false_positive": 0.11089762171353032, "roi_head/num_bg_samples": 429.75, "roi_head/num_fg_samples": 82.25, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.5770288000057917, "total_loss": 0.8467169149589608} {"data_time": 0.012470130997826345, "eta_seconds": 7850.855403671114, "fast_rcnn/cls_accuracy": 0.95849609375, "fast_rcnn/false_negative": 0.14222925457102673, "fast_rcnn/fg_cls_accuracy": 0.8098195043103449, "iteration": 256159, "loss_box_reg": 0.18277491780463606, "loss_cls": 0.14007486012997106, "loss_mask": 0.21320384368300438, "loss_rpn_cls": 0.01975468899036059, "loss_rpn_loc": 0.04505895126203541, "loss_sem_seg": 0.21603916119784117, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9219990999646612, "mask_rcnn/false_negative": 0.05956855408588677, "mask_rcnn/false_positive": 0.09210609462697983, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5636356504983269, "total_loss": 0.79852199684683} {"data_time": 0.012323040995397605, "eta_seconds": 7838.475366066472, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.22541666666666665, "fast_rcnn/fg_cls_accuracy": 0.7414138982506822, "iteration": 256179, "loss_box_reg": 0.20173103793058544, "loss_cls": 0.15210691117681563, "loss_mask": 0.22179703135043383, "loss_rpn_cls": 0.020234806321241194, "loss_rpn_loc": 0.053816768442629836, "loss_sem_seg": 0.20115903858095407, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8970398970398971, "mask_rcnn/false_negative": 0.09258662767614154, "mask_rcnn/false_positive": 0.1157939311334535, "roi_head/num_bg_samples": 427.25, "roi_head/num_fg_samples": 84.75, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.551861440500943, "total_loss": 0.8614301792404149} {"data_time": 0.012688293994870037, "eta_seconds": 7828.166709491008, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.23232323232323232, "fast_rcnn/fg_cls_accuracy": 0.75, "iteration": 256199, "loss_box_reg": 0.22069214493967593, "loss_cls": 0.16979764308780432, "loss_mask": 0.2378398459404707, "loss_rpn_cls": 0.025476983795670094, "loss_rpn_loc": 0.0670743936789222, "loss_sem_seg": 0.19495738530531526, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9044197503871079, "mask_rcnn/false_negative": 0.07917621771589008, "mask_rcnn/false_positive": 0.10636843161847268, "roi_head/num_bg_samples": 452.25, "roi_head/num_fg_samples": 59.75, "rpn/num_neg_anchors": 237.75, "rpn/num_pos_anchors": 18.25, "time": 0.5816196569940075, "total_loss": 0.9223372954165825} {"data_time": 0.012004207499558106, "eta_seconds": 7820.703333120386, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.1868879946344735, "fast_rcnn/fg_cls_accuracy": 0.781439393939394, "iteration": 256219, "loss_box_reg": 0.21109539363533258, "loss_cls": 0.16588775091804564, "loss_mask": 0.22061870526522398, "loss_rpn_cls": 0.019904478119315172, "loss_rpn_loc": 0.056560674303909764, "loss_sem_seg": 0.17687205178663135, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9131024454550432, "mask_rcnn/false_negative": 0.06886533681396648, "mask_rcnn/false_positive": 0.10130085702735063, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5637685480032815, "total_loss": 0.8349826478370233} {"data_time": 0.012308416015002877, "eta_seconds": 7815.194602437914, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.1799129638112689, "fast_rcnn/fg_cls_accuracy": 0.8066030101958246, "iteration": 256239, "loss_box_reg": 0.20827250182628632, "loss_cls": 0.1546466164290905, "loss_mask": 0.21461408771574497, "loss_rpn_cls": 0.020672246613685274, "loss_rpn_loc": 0.0658810154418461, "loss_sem_seg": 0.17263424186967313, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9175351814746859, "mask_rcnn/false_negative": 0.06890959185197323, "mask_rcnn/false_positive": 0.1071970863898387, "roi_head/num_bg_samples": 430.0, "roi_head/num_fg_samples": 82.0, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5770529069995973, "total_loss": 0.8542362216685433} {"data_time": 0.01162903399381321, "eta_seconds": 7804.80875568786, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.1843671679197995, "fast_rcnn/fg_cls_accuracy": 0.7832951570680629, "iteration": 256259, "loss_box_reg": 0.19035789952613413, "loss_cls": 0.14730903622694314, "loss_mask": 0.2151604602113366, "loss_rpn_cls": 0.020924451666360255, "loss_rpn_loc": 0.053866162488702685, "loss_sem_seg": 0.21236934373155236, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9102829885086867, "mask_rcnn/false_negative": 0.07902095022721428, "mask_rcnn/false_positive": 0.10325483637227595, "roi_head/num_bg_samples": 428.75, "roi_head/num_fg_samples": 83.25, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5740484664856922, "total_loss": 0.8532433312975627} {"data_time": 0.011353195499395952, "eta_seconds": 7793.448871027809, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.24863597612958227, "fast_rcnn/fg_cls_accuracy": 0.6949779911964786, "iteration": 256279, "loss_box_reg": 0.19620638783089817, "loss_cls": 0.16149425692856312, "loss_mask": 0.22620511474087834, "loss_rpn_cls": 0.024989378784084693, "loss_rpn_loc": 0.05497991276206449, "loss_sem_seg": 0.1874448744347319, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.898706401151129, "mask_rcnn/false_negative": 0.08817285332204906, "mask_rcnn/false_positive": 0.0993309987241125, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5645772340067197, "total_loss": 0.8705216137568641} {"data_time": 0.01168754200625699, "eta_seconds": 7781.119195407446, "fast_rcnn/cls_accuracy": 0.958984375, "fast_rcnn/false_negative": 0.20202898550724638, "fast_rcnn/fg_cls_accuracy": 0.7271317829457364, "iteration": 256299, "loss_box_reg": 0.21333841979503632, "loss_cls": 0.16021238779649138, "loss_mask": 0.22014536522328854, "loss_rpn_cls": 0.02308346247082227, "loss_rpn_loc": 0.06230406818212941, "loss_sem_seg": 0.20207196893170476, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8959119506698385, "mask_rcnn/false_negative": 0.07381870908967567, "mask_rcnn/false_positive": 0.12364423946638117, "roi_head/num_bg_samples": 461.25, "roi_head/num_fg_samples": 50.75, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5718548940058099, "total_loss": 0.89039155992009} {"data_time": 0.012436286502634175, "eta_seconds": 7765.251044653633, "fast_rcnn/cls_accuracy": 0.95751953125, "fast_rcnn/false_negative": 0.24837662337662336, "fast_rcnn/fg_cls_accuracy": 0.7392843208293852, "iteration": 256319, "loss_box_reg": 0.1937985299155116, "loss_cls": 0.1547071990207769, "loss_mask": 0.2077802806161344, "loss_rpn_cls": 0.020126821777012083, "loss_rpn_loc": 0.05427261066506617, "loss_sem_seg": 0.19537239940837026, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9063053222219409, "mask_rcnn/false_negative": 0.09411827845992535, "mask_rcnn/false_positive": 0.1096641371744668, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5656165430118563, "total_loss": 0.8142265132682951} {"data_time": 0.01165051398857031, "eta_seconds": 7753.899168263524, "fast_rcnn/cls_accuracy": 0.96240234375, "fast_rcnn/false_negative": 0.1848080450319398, "fast_rcnn/fg_cls_accuracy": 0.7922319191220946, "iteration": 256339, "loss_box_reg": 0.19026033754926175, "loss_cls": 0.14798775024246424, "loss_mask": 0.21571554243564606, "loss_rpn_cls": 0.021337999023671728, "loss_rpn_loc": 0.053241660352796316, "loss_sem_seg": 0.18609676836058497, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9189142055017883, "mask_rcnn/false_negative": 0.0881266773303253, "mask_rcnn/false_positive": 0.08832786492020708, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5703487404971384, "total_loss": 0.8340295076141047} {"data_time": 0.012293873995076865, "eta_seconds": 7749.9128861027275, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.23026315789473684, "fast_rcnn/fg_cls_accuracy": 0.738575538605647, "iteration": 256359, "loss_box_reg": 0.1972220060415566, "loss_cls": 0.1543542614672333, "loss_mask": 0.21186611615121365, "loss_rpn_cls": 0.024727831667405553, "loss_rpn_loc": 0.06630400735230069, "loss_sem_seg": 0.2185093006119132, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9059983856823979, "mask_rcnn/false_negative": 0.08754713001164749, "mask_rcnn/false_positive": 0.10435616426520504, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5824542574991938, "total_loss": 0.8900480936936219} {"data_time": 0.012445358006516472, "eta_seconds": 7739.347297800094, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.2688287004038964, "fast_rcnn/fg_cls_accuracy": 0.6939986382647603, "iteration": 256379, "loss_box_reg": 0.2223763382062316, "loss_cls": 0.16082396591082215, "loss_mask": 0.2242174595594406, "loss_rpn_cls": 0.023480576230213046, "loss_rpn_loc": 0.05451946973334998, "loss_sem_seg": 0.19809762574732304, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9070028930230052, "mask_rcnn/false_negative": 0.07494188750175293, "mask_rcnn/false_positive": 0.11969956202100805, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5731242175097577, "total_loss": 0.9053382308920845} {"data_time": 0.012397174999932759, "eta_seconds": 7727.240646915641, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.22581335616438356, "fast_rcnn/fg_cls_accuracy": 0.7277548286256559, "iteration": 256399, "loss_box_reg": 0.1952728097094223, "loss_cls": 0.1607274564448744, "loss_mask": 0.22169637959450483, "loss_rpn_cls": 0.022468683545412205, "loss_rpn_loc": 0.04860163407283835, "loss_sem_seg": 0.1948554979171604, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9080921394746408, "mask_rcnn/false_negative": 0.07819600257889081, "mask_rcnn/false_positive": 0.11021139859710799, "roi_head/num_bg_samples": 429.75, "roi_head/num_fg_samples": 82.25, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5601229505118681, "total_loss": 0.8514751028733372} {"data_time": 0.012218581498018466, "eta_seconds": 7717.554277278672, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.23107759206413914, "fast_rcnn/fg_cls_accuracy": 0.7465008832721838, "iteration": 256419, "loss_box_reg": 0.20440003089606762, "loss_cls": 0.16217953222803771, "loss_mask": 0.22228600643575191, "loss_rpn_cls": 0.021809133657370694, "loss_rpn_loc": 0.050959631509613246, "loss_sem_seg": 0.17599799553863704, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9111694393666558, "mask_rcnn/false_negative": 0.08617213641948132, "mask_rcnn/false_positive": 0.07667850360034509, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 237.75, "rpn/num_pos_anchors": 18.25, "time": 0.5853145595028764, "total_loss": 0.8632230760395032} {"data_time": 0.011881469486979768, "eta_seconds": 7709.741203132537, "fast_rcnn/cls_accuracy": 0.9619140625, "fast_rcnn/false_negative": 0.24068554396423247, "fast_rcnn/fg_cls_accuracy": 0.7493876012813265, "iteration": 256439, "loss_box_reg": 0.19441301934421062, "loss_cls": 0.1572090203408152, "loss_mask": 0.2144813546910882, "loss_rpn_cls": 0.02477038386393815, "loss_rpn_loc": 0.05182931723538786, "loss_sem_seg": 0.18808764073764905, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9155178260823666, "mask_rcnn/false_negative": 0.06301198259609013, "mask_rcnn/false_positive": 0.09718797757613143, "roi_head/num_bg_samples": 457.75, "roi_head/num_fg_samples": 54.25, "rpn/num_neg_anchors": 236.25, "rpn/num_pos_anchors": 19.75, "time": 0.5689672510052333, "total_loss": 0.8500856825776282} {"data_time": 0.011718885492882691, "eta_seconds": 7693.891913920495, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.26243699596774195, "fast_rcnn/fg_cls_accuracy": 0.7284867172675522, "iteration": 256459, "loss_box_reg": 0.20508064120076597, "loss_cls": 0.15372264897450805, "loss_mask": 0.22143357060849667, "loss_rpn_cls": 0.027263238749583252, "loss_rpn_loc": 0.07422611050424166, "loss_sem_seg": 0.19803308905102313, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.899285395699553, "mask_rcnn/false_negative": 0.08806468004916887, "mask_rcnn/false_positive": 0.11985442542401449, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5515973809960997, "total_loss": 0.8895121514215134} {"data_time": 0.012364835492917337, "eta_seconds": 7685.763420171497, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.21047008547008544, "fast_rcnn/fg_cls_accuracy": 0.7656494522691706, "iteration": 256479, "loss_box_reg": 0.20688868779689074, "loss_cls": 0.16289053042419255, "loss_mask": 0.22125905798748136, "loss_rpn_cls": 0.02337337442440912, "loss_rpn_loc": 0.05349752854090184, "loss_sem_seg": 0.20748976338654757, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9003659471899621, "mask_rcnn/false_negative": 0.0933920293254242, "mask_rcnn/false_positive": 0.10286478137585678, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5754070765106007, "total_loss": 0.8690925772825722} {"data_time": 0.012668249502894469, "eta_seconds": 7670.426878465412, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.24971941638608305, "fast_rcnn/fg_cls_accuracy": 0.7165178571428572, "iteration": 256499, "loss_box_reg": 0.20658130722586066, "loss_cls": 0.14552847144659609, "loss_mask": 0.21993355825543404, "loss_rpn_cls": 0.021219328489678446, "loss_rpn_loc": 0.061141402809880674, "loss_sem_seg": 0.18717937753535807, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9036889864327233, "mask_rcnn/false_negative": 0.08791460878877203, "mask_rcnn/false_positive": 0.10844111989396331, "roi_head/num_bg_samples": 433.0, "roi_head/num_fg_samples": 79.0, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5580053290032083, "total_loss": 0.8355408352172162} {"data_time": 0.012034220490022562, "eta_seconds": 7657.1302551072, "fast_rcnn/cls_accuracy": 0.9404296875, "iteration": 256519, "loss_box_reg": 0.18377315904945135, "loss_cls": 0.15244419896043837, "loss_mask": 0.21097653964534402, "loss_rpn_cls": 0.020865318232608843, "loss_rpn_loc": 0.061893198144389316, "loss_sem_seg": 0.18471135362051427, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5585297879879363, "total_loss": 0.8172613253518648} {"data_time": 0.012763831007760018, "eta_seconds": 7649.188286386983, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.2232596685082873, "fast_rcnn/fg_cls_accuracy": 0.7601169548683361, "iteration": 256539, "loss_box_reg": 0.19448687479598448, "loss_cls": 0.1542095725890249, "loss_mask": 0.22126579098403454, "loss_rpn_cls": 0.020763146603712812, "loss_rpn_loc": 0.05846342130098492, "loss_sem_seg": 0.18481076578609645, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9203153172280436, "mask_rcnn/false_negative": 0.08080043417258717, "mask_rcnn/false_positive": 0.08928430380639413, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5803843600151595, "total_loss": 0.8441934502843651} {"data_time": 0.01195054900017567, "eta_seconds": 7637.072684070998, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.2527927580893683, "fast_rcnn/fg_cls_accuracy": 0.7248141937822895, "iteration": 256559, "loss_box_reg": 0.1907944749109447, "loss_cls": 0.1533158538513817, "loss_mask": 0.20859822537750006, "loss_rpn_cls": 0.021128711641722475, "loss_rpn_loc": 0.049424915050622076, "loss_sem_seg": 0.19000764144584537, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8947573640623168, "mask_rcnn/false_negative": 0.1086397290024477, "mask_rcnn/false_positive": 0.11359994516628136, "roi_head/num_bg_samples": 430.5, "roi_head/num_fg_samples": 81.5, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5693100755015621, "total_loss": 0.8095273556391476} {"data_time": 0.013274665499920957, "eta_seconds": 7622.036040601553, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.274873828406633, "fast_rcnn/fg_cls_accuracy": 0.6979880136986301, "iteration": 256579, "loss_box_reg": 0.2067376021295786, "loss_cls": 0.16741973627358675, "loss_mask": 0.22855139803141356, "loss_rpn_cls": 0.02313478036376182, "loss_rpn_loc": 0.05400839791400358, "loss_sem_seg": 0.197756617795676, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9104784568281336, "mask_rcnn/false_negative": 0.0808541949688144, "mask_rcnn/false_positive": 0.10034315320967929, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5597523320029723, "total_loss": 0.9009017124972161} {"data_time": 0.012356997016468085, "eta_seconds": 7613.5828169332235, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.27460352749370087, "fast_rcnn/fg_cls_accuracy": 0.6899038461538461, "iteration": 256599, "loss_box_reg": 0.21209926158189774, "loss_cls": 0.16880286880768836, "loss_mask": 0.2228415571153164, "loss_rpn_cls": 0.020386887284985278, "loss_rpn_loc": 0.05487813413492404, "loss_sem_seg": 0.20137547049671412, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8949855239714934, "mask_rcnn/false_negative": 0.09411361868691406, "mask_rcnn/false_positive": 0.11651030488414194, "roi_head/num_bg_samples": 427.25, "roi_head/num_fg_samples": 84.75, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.5695050454960437, "total_loss": 0.8989422359227319} {"data_time": 0.012464901999919675, "eta_seconds": 7599.319295081543, "fast_rcnn/cls_accuracy": 0.9638671875, "fast_rcnn/false_negative": 0.19337349397590362, "fast_rcnn/fg_cls_accuracy": 0.7992537313432836, "iteration": 256619, "loss_box_reg": 0.20645148563198745, "loss_cls": 0.15452319208998233, "loss_mask": 0.2111759684048593, "loss_rpn_cls": 0.024561932530559716, "loss_rpn_loc": 0.06333209908916615, "loss_sem_seg": 0.1781273907981813, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9178334480114008, "mask_rcnn/false_negative": 0.07656981874576115, "mask_rcnn/false_positive": 0.09240582051729695, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5697700049931882, "total_loss": 0.8303949084470332} {"data_time": 0.0114465204969747, "eta_seconds": 7591.617300191399, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.21121694397556467, "fast_rcnn/fg_cls_accuracy": 0.7830359295876537, "iteration": 256639, "loss_box_reg": 0.2004770648200065, "loss_cls": 0.14729513879865408, "loss_mask": 0.2227552025578916, "loss_rpn_cls": 0.024620414839887417, "loss_rpn_loc": 0.07042290037497878, "loss_sem_seg": 0.2049250357085839, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8964034477427334, "mask_rcnn/false_negative": 0.08313507698656221, "mask_rcnn/false_positive": 0.1203148180031789, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.571912446510396, "total_loss": 0.8834866449516312} {"data_time": 0.012830591498641297, "eta_seconds": 7584.238230820309, "fast_rcnn/cls_accuracy": 0.95556640625, "fast_rcnn/false_negative": 0.22150072150072148, "fast_rcnn/fg_cls_accuracy": 0.7492138364779874, "iteration": 256659, "loss_box_reg": 0.19709673285251483, "loss_cls": 0.15786822023801506, "loss_mask": 0.22739531192928553, "loss_rpn_cls": 0.021876011887798086, "loss_rpn_loc": 0.06618466587678995, "loss_sem_seg": 0.22071411251090467, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9117934841605467, "mask_rcnn/false_negative": 0.09052183419612864, "mask_rcnn/false_positive": 0.10524028458894283, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5700016759947175, "total_loss": 0.864693450537743} {"data_time": 0.012588137498823926, "eta_seconds": 7565.244176801527, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.17832681017612523, "fast_rcnn/fg_cls_accuracy": 0.8093959731543625, "iteration": 256679, "loss_box_reg": 0.19657682394608855, "loss_cls": 0.1436937430407852, "loss_mask": 0.218756222166121, "loss_rpn_cls": 0.021017044971813448, "loss_rpn_loc": 0.05299469819874503, "loss_sem_seg": 0.20489254035055637, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8990057515530943, "mask_rcnn/false_negative": 0.08039011799705223, "mask_rcnn/false_positive": 0.11885817000149648, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.560462944500614, "total_loss": 0.8372322021314176} {"data_time": 0.012458253491786309, "eta_seconds": 7553.885804041522, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.1908068783068783, "fast_rcnn/fg_cls_accuracy": 0.7548040794417605, "iteration": 256699, "loss_box_reg": 0.18118911981582642, "loss_cls": 0.14315037219785154, "loss_mask": 0.21603614278137684, "loss_rpn_cls": 0.02010777308169054, "loss_rpn_loc": 0.05692013129009865, "loss_sem_seg": 0.20480924379080534, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9146365686637783, "mask_rcnn/false_negative": 0.07468039097711279, "mask_rcnn/false_positive": 0.10413976470341965, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5709428724949248, "total_loss": 0.8414593269189936} {"data_time": 0.012662564506172203, "eta_seconds": 7538.213516851465, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.20802907136952328, "fast_rcnn/fg_cls_accuracy": 0.7886814549462662, "iteration": 256719, "loss_box_reg": 0.17376195057295263, "loss_cls": 0.1375333161558956, "loss_mask": 0.2156507233157754, "loss_rpn_cls": 0.020800869508093456, "loss_rpn_loc": 0.05011592048685998, "loss_sem_seg": 0.19937630696222186, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8994838282568977, "mask_rcnn/false_negative": 0.09032709982370127, "mask_rcnn/false_positive": 0.12719945016567774, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5627388144930592, "total_loss": 0.8125188931589946} {"data_time": 0.014239124007872306, "eta_seconds": 7526.861640461357, "fast_rcnn/cls_accuracy": 0.95947265625, "fast_rcnn/false_negative": 0.16625615763546797, "fast_rcnn/fg_cls_accuracy": 0.7983762972882491, "iteration": 256739, "loss_box_reg": 0.18837111559696496, "loss_cls": 0.13759640970965847, "loss_mask": 0.2079631518572569, "loss_rpn_cls": 0.020537098607746884, "loss_rpn_loc": 0.06118121286272071, "loss_sem_seg": 0.1772248325869441, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9213565783456239, "mask_rcnn/false_negative": 0.07057354343147318, "mask_rcnn/false_positive": 0.07994186086083949, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5504761454940308, "total_loss": 0.7992408823338337} {"data_time": 0.012278492009500042, "eta_seconds": 7514.328971371258, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.30157250547134634, "fast_rcnn/fg_cls_accuracy": 0.677153632393807, "iteration": 256759, "loss_box_reg": 0.2088202447630465, "loss_cls": 0.16095841088099405, "loss_mask": 0.22948563052341342, "loss_rpn_cls": 0.02553349951722339, "loss_rpn_loc": 0.0676319187914487, "loss_sem_seg": 0.20790539751760662, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9007963334773511, "mask_rcnn/false_negative": 0.08110237437522186, "mask_rcnn/false_positive": 0.1165620063207998, "roi_head/num_bg_samples": 426.25, "roi_head/num_fg_samples": 85.75, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5749352974962676, "total_loss": 0.9215140774385873} {"data_time": 0.011964376011746936, "eta_seconds": 7504.15788768114, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.22137416950251176, "fast_rcnn/fg_cls_accuracy": 0.762518230432669, "iteration": 256779, "loss_box_reg": 0.1966403319966048, "loss_cls": 0.1484018382616341, "loss_mask": 0.21549363899976015, "loss_rpn_cls": 0.02394768600424868, "loss_rpn_loc": 0.06692587790894322, "loss_sem_seg": 0.19104745518416166, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.901920473617798, "mask_rcnn/false_negative": 0.08983760486091413, "mask_rcnn/false_positive": 0.09510731884048075, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5662496489821933, "total_loss": 0.8599253298598342} {"data_time": 0.012005038501229137, "eta_seconds": 7493.39214207507, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.24197493430361836, "fast_rcnn/fg_cls_accuracy": 0.739082821531792, "iteration": 256799, "loss_box_reg": 0.19492739532142878, "loss_cls": 0.1523118712939322, "loss_mask": 0.21819876041263342, "loss_rpn_cls": 0.02350550307892263, "loss_rpn_loc": 0.056954090687213466, "loss_sem_seg": 0.20154195022769272, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9057373392479282, "mask_rcnn/false_negative": 0.08571171288094054, "mask_rcnn/false_positive": 0.11272983644125684, "roi_head/num_bg_samples": 426.0, "roi_head/num_fg_samples": 86.0, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5745078379986808, "total_loss": 0.8933767855887709} {"data_time": 0.012784180013113655, "eta_seconds": 7478.640077001954, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.2259959141981614, "fast_rcnn/fg_cls_accuracy": 0.7205992509363295, "iteration": 256819, "loss_box_reg": 0.20842572581022978, "loss_cls": 0.163511720020324, "loss_mask": 0.22652128292247653, "loss_rpn_cls": 0.02907008392503485, "loss_rpn_loc": 0.06127571885008365, "loss_sem_seg": 0.20238247839733958, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8961295962748999, "mask_rcnn/false_negative": 0.09111277910077017, "mask_rcnn/false_positive": 0.12221850028132471, "roi_head/num_bg_samples": 459.5, "roi_head/num_fg_samples": 52.5, "rpn/num_neg_anchors": 236.5, "rpn/num_pos_anchors": 19.5, "time": 0.5615490714990301, "total_loss": 0.8998596414239728} {"data_time": 0.012497729490860365, "eta_seconds": 7467.29247048196, "fast_rcnn/cls_accuracy": 0.95654296875, "fast_rcnn/false_negative": 0.21638297872340426, "fast_rcnn/fg_cls_accuracy": 0.677304964539007, "iteration": 256839, "loss_box_reg": 0.1915246609132737, "loss_cls": 0.14552719914354384, "loss_mask": 0.22196831228211522, "loss_rpn_cls": 0.024572571683165734, "loss_rpn_loc": 0.06491266781813465, "loss_sem_seg": 0.18462038645520806, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9209577468035407, "mask_rcnn/false_negative": 0.08188715789905449, "mask_rcnn/false_positive": 0.08502874743946168, "roi_head/num_bg_samples": 461.25, "roi_head/num_fg_samples": 50.75, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5599501249962486, "total_loss": 0.8716164768065937} {"data_time": 0.012640609507798217, "eta_seconds": 7459.333848875729, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.21828171828171827, "fast_rcnn/fg_cls_accuracy": 0.7723088429894713, "iteration": 256859, "loss_box_reg": 0.19874409469775856, "loss_cls": 0.15868523647077382, "loss_mask": 0.22260184958577156, "loss_rpn_cls": 0.024715763618587516, "loss_rpn_loc": 0.06317220366327092, "loss_sem_seg": 0.20283860666677356, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.924372720458918, "mask_rcnn/false_negative": 0.06552582362851456, "mask_rcnn/false_positive": 0.0994428070640219, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5734035090135876, "total_loss": 0.906001629576167} {"data_time": 0.0122843275021296, "eta_seconds": 7446.800246965358, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.21658572635135137, "fast_rcnn/fg_cls_accuracy": 0.7677892736486487, "iteration": 256879, "loss_box_reg": 0.1981153932865709, "loss_cls": 0.16554936626926064, "loss_mask": 0.22399122919887304, "loss_rpn_cls": 0.020694115992228035, "loss_rpn_loc": 0.05285976496816147, "loss_sem_seg": 0.18939646100625396, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9024134636244354, "mask_rcnn/false_negative": 0.08828761594760651, "mask_rcnn/false_positive": 0.10215405060248503, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 208.25, "rpn/num_pos_anchors": 47.75, "time": 0.564150147503824, "total_loss": 0.856611922546108} {"data_time": 0.011561564504518174, "eta_seconds": 7422.847266950004, "fast_rcnn/cls_accuracy": 0.958984375, "fast_rcnn/false_negative": 0.2428164814312822, "fast_rcnn/fg_cls_accuracy": 0.7489495798319328, "iteration": 256899, "loss_box_reg": 0.19423833675682545, "loss_cls": 0.141746987355873, "loss_mask": 0.2256128373555839, "loss_rpn_cls": 0.020528589135210495, "loss_rpn_loc": 0.05718350934330374, "loss_sem_seg": 0.20419712597504258, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9102532060121347, "mask_rcnn/false_negative": 0.08796818862092554, "mask_rcnn/false_positive": 0.10173277424474386, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5595391295064474, "total_loss": 0.8405698617061717} {"data_time": 0.012470392015529796, "eta_seconds": 7414.579483736772, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.2752550107372942, "fast_rcnn/fg_cls_accuracy": 0.6984011627906976, "iteration": 256919, "loss_box_reg": 0.211777669377625, "loss_cls": 0.16906236950308084, "loss_mask": 0.22318547777831554, "loss_rpn_cls": 0.02840868076782499, "loss_rpn_loc": 0.06662028934806585, "loss_sem_seg": 0.1819510978530161, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8799790739823363, "mask_rcnn/false_negative": 0.10025967985743939, "mask_rcnn/false_positive": 0.14605787609026843, "roi_head/num_bg_samples": 430.25, "roi_head/num_fg_samples": 81.75, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.5767429270053981, "total_loss": 0.8782761020120233} {"data_time": 0.013020311496802606, "eta_seconds": 7396.220636921193, "fast_rcnn/cls_accuracy": 0.95703125, "fast_rcnn/false_negative": 0.19507575757575757, "fast_rcnn/fg_cls_accuracy": 0.7806122448979591, "iteration": 256939, "loss_box_reg": 0.19060788163915277, "loss_cls": 0.14155056927120313, "loss_mask": 0.22274674009531736, "loss_rpn_cls": 0.025403543098946102, "loss_rpn_loc": 0.05230504859355278, "loss_sem_seg": 0.20467688888311386, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9117089662569573, "mask_rcnn/false_negative": 0.09103849439125983, "mask_rcnn/false_positive": 0.09417439406547898, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5662144640082261, "total_loss": 0.8571463372500148} {"data_time": 0.012629826000193134, "eta_seconds": 7388.852088260057, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.1851904839764552, "fast_rcnn/fg_cls_accuracy": 0.8049755999396286, "iteration": 256959, "loss_box_reg": 0.2098961379379034, "loss_cls": 0.15408397908322513, "loss_mask": 0.21718679554760456, "loss_rpn_cls": 0.020098667049751384, "loss_rpn_loc": 0.054629591293632984, "loss_sem_seg": 0.1832641891669482, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9099040840112269, "mask_rcnn/false_negative": 0.08663180064608544, "mask_rcnn/false_positive": 0.09851033053291128, "roi_head/num_bg_samples": 429.75, "roi_head/num_fg_samples": 82.25, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5683280915109208, "total_loss": 0.8758403170158999} {"data_time": 0.013888625006075017, "eta_seconds": 7381.290371363706, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.2492849162011173, "fast_rcnn/fg_cls_accuracy": 0.7479217877094972, "iteration": 256979, "loss_box_reg": 0.19395975954830647, "loss_cls": 0.1446242535021156, "loss_mask": 0.22481037769466639, "loss_rpn_cls": 0.01812545791062803, "loss_rpn_loc": 0.05891148396767676, "loss_sem_seg": 0.18029113579541445, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9071411944666135, "mask_rcnn/false_negative": 0.08681049466879363, "mask_rcnn/false_positive": 0.09835627325588758, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5793057800037786, "total_loss": 0.8229969689236896} {"data_time": 0.012581314003909938, "eta_seconds": 7374.579409821672, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.20675739832251938, "fast_rcnn/fg_cls_accuracy": 0.7183396140230673, "iteration": 256999, "loss_box_reg": 0.2136337945703417, "loss_cls": 0.1581146705430001, "loss_mask": 0.22312341816723347, "loss_rpn_cls": 0.020597620496118907, "loss_rpn_loc": 0.05063599662389606, "loss_sem_seg": 0.20962156052701175, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9087976038629737, "mask_rcnn/false_negative": 0.07597231998998932, "mask_rcnn/false_positive": 0.09144955246929107, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 235.0, "rpn/num_pos_anchors": 21.0, "time": 0.5726543479977408, "total_loss": 0.8722987437267875} {"data_time": 0.011810787487775087, "eta_seconds": 7363.234775701494, "fast_rcnn/cls_accuracy": 0.95849609375, "fast_rcnn/false_negative": 0.21668007508715476, "fast_rcnn/fg_cls_accuracy": 0.7833199249128453, "iteration": 257019, "loss_box_reg": 0.2062655391637236, "loss_cls": 0.1536199259571731, "loss_mask": 0.2222674866206944, "loss_rpn_cls": 0.02693880020524375, "loss_rpn_loc": 0.06711284173070453, "loss_sem_seg": 0.18931328877806664, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.915993760726175, "mask_rcnn/false_negative": 0.07844095237626598, "mask_rcnn/false_positive": 0.10594155333714007, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5622958964959253, "total_loss": 0.8726081912627706} {"data_time": 0.012469765002606437, "eta_seconds": 7353.816405282021, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.20650048875855326, "fast_rcnn/fg_cls_accuracy": 0.7754745254745254, "iteration": 257039, "loss_box_reg": 0.19664696929976344, "loss_cls": 0.15393896703608334, "loss_mask": 0.2177845099940896, "loss_rpn_cls": 0.023161577577411663, "loss_rpn_loc": 0.05005433896440081, "loss_sem_seg": 0.1913250971119851, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9135275863592189, "mask_rcnn/false_negative": 0.07305346495430469, "mask_rcnn/false_positive": 0.09418213980004328, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5752597935061203, "total_loss": 0.8393834486369087} {"data_time": 0.012042322487104684, "eta_seconds": 7345.806204877925, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.22752530809859156, "fast_rcnn/fg_cls_accuracy": 0.7269176136363636, "iteration": 257059, "loss_box_reg": 0.18601037468761206, "loss_cls": 0.15545464702881873, "loss_mask": 0.20775043265894055, "loss_rpn_cls": 0.021255009225569665, "loss_rpn_loc": 0.060624718607869, "loss_sem_seg": 0.2160991111304611, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9156304871786376, "mask_rcnn/false_negative": 0.06580498079121463, "mask_rcnn/false_positive": 0.10852948651728689, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5753278865013272, "total_loss": 0.8538893847107829} {"data_time": 0.01153510699805338, "eta_seconds": 7335.035001780605, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.2555769954819277, "fast_rcnn/fg_cls_accuracy": 0.7444230045180723, "iteration": 257079, "loss_box_reg": 0.18928905250504613, "loss_cls": 0.14557702583260834, "loss_mask": 0.23337650718167424, "loss_rpn_cls": 0.02239953025127761, "loss_rpn_loc": 0.04943774058483541, "loss_sem_seg": 0.18132267892360687, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9041839856571999, "mask_rcnn/false_negative": 0.09184313323381926, "mask_rcnn/false_positive": 0.1060898149404608, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5673396865022369, "total_loss": 0.821185239492479} {"data_time": 0.012458988479920663, "eta_seconds": 7322.03218297995, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.2695198245043874, "fast_rcnn/fg_cls_accuracy": 0.7103582404917403, "iteration": 257099, "loss_box_reg": 0.19696892099455, "loss_cls": 0.15191846550442278, "loss_mask": 0.22653530165553093, "loss_rpn_cls": 0.02063205164813553, "loss_rpn_loc": 0.05823325953679159, "loss_sem_seg": 0.19806070858612657, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9022322612775422, "mask_rcnn/false_negative": 0.08044237931266154, "mask_rcnn/false_positive": 0.1093316108549115, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.5556593199871713, "total_loss": 0.8421939113686676} {"data_time": 0.013050644003669731, "eta_seconds": 7310.68107503021, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.20698101653398654, "fast_rcnn/fg_cls_accuracy": 0.7747736418511066, "iteration": 257119, "loss_box_reg": 0.1956537717487663, "loss_cls": 0.15687082736985758, "loss_mask": 0.21776775922626257, "loss_rpn_cls": 0.02118747227541462, "loss_rpn_loc": 0.0545678976632189, "loss_sem_seg": 0.201513207051903, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9059597086940837, "mask_rcnn/false_negative": 0.08304774902524342, "mask_rcnn/false_positive": 0.11073799500323221, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.565247835489572, "total_loss": 0.8679303012195305} {"data_time": 0.011832803997094743, "eta_seconds": 7298.183061641714, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.20967060810810811, "fast_rcnn/fg_cls_accuracy": 0.7713016319887388, "iteration": 257139, "loss_box_reg": 0.20779818017035723, "loss_cls": 0.16073122178204358, "loss_mask": 0.2212796462699771, "loss_rpn_cls": 0.026539272694208194, "loss_rpn_loc": 0.0616319204273168, "loss_sem_seg": 0.18705137912184, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8869505018012273, "mask_rcnn/false_negative": 0.08534709297481771, "mask_rcnn/false_positive": 0.1311546396241036, "roi_head/num_bg_samples": 430.5, "roi_head/num_fg_samples": 81.5, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.573454817495076, "total_loss": 0.8757878946271376} {"data_time": 0.012970627503818832, "eta_seconds": 7291.4708794437465, "fast_rcnn/cls_accuracy": 0.95654296875, "fast_rcnn/false_negative": 0.2224672954061454, "fast_rcnn/fg_cls_accuracy": 0.7573014907210223, "iteration": 257159, "loss_box_reg": 0.20129898004233837, "loss_cls": 0.15391638048458844, "loss_mask": 0.21897725900635123, "loss_rpn_cls": 0.02193829160023597, "loss_rpn_loc": 0.052620888614910655, "loss_sem_seg": 0.1712064240127802, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8973892614668095, "mask_rcnn/false_negative": 0.09703624594516902, "mask_rcnn/false_positive": 0.09083488809149835, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5756146255007479, "total_loss": 0.8893631607788848} {"data_time": 0.011869771493365988, "eta_seconds": 7280.114332633617, "fast_rcnn/cls_accuracy": 0.95556640625, "fast_rcnn/false_negative": 0.21049679487179487, "fast_rcnn/fg_cls_accuracy": 0.7229166666666667, "iteration": 257179, "loss_box_reg": 0.19371557468548417, "loss_cls": 0.15495721390470862, "loss_mask": 0.21188115514814854, "loss_rpn_cls": 0.023602852275871555, "loss_rpn_loc": 0.04896041378378868, "loss_sem_seg": 0.18459414900280535, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9259917098152393, "mask_rcnn/false_negative": 0.0633234050499451, "mask_rcnn/false_positive": 0.08511730503554565, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5635593644983601, "total_loss": 0.8042210459916532} {"data_time": 0.01262994647549931, "eta_seconds": 7268.093612281373, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.22190635451505017, "fast_rcnn/fg_cls_accuracy": 0.7354515050167224, "iteration": 257199, "loss_box_reg": 0.20001758961007, "loss_cls": 0.14640913344919682, "loss_mask": 0.23048419877886772, "loss_rpn_cls": 0.0207024327974068, "loss_rpn_loc": 0.0534957098425366, "loss_sem_seg": 0.19096034695394337, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8975023839292917, "mask_rcnn/false_negative": 0.08661941122596539, "mask_rcnn/false_positive": 0.11909928725552069, "roi_head/num_bg_samples": 428.5, "roi_head/num_fg_samples": 83.5, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.5676130865176674, "total_loss": 0.8283164923050208} {"data_time": 0.012215706505230628, "eta_seconds": 7253.107481073093, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.23492363407337427, "fast_rcnn/fg_cls_accuracy": 0.7471264367816092, "iteration": 257219, "loss_box_reg": 0.20900359004735947, "loss_cls": 0.1665555341169238, "loss_mask": 0.22219334682449698, "loss_rpn_cls": 0.024410947276919615, "loss_rpn_loc": 0.06645793488132767, "loss_sem_seg": 0.18338617868721485, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9103405972778722, "mask_rcnn/false_negative": 0.09374074463072046, "mask_rcnn/false_positive": 0.09617348292108586, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5510072399920318, "total_loss": 0.8844075463566696} {"data_time": 0.013139498012606055, "eta_seconds": 7237.655368284119, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.25788576300085253, "fast_rcnn/fg_cls_accuracy": 0.7341485507246377, "iteration": 257239, "loss_box_reg": 0.20000101870391518, "loss_cls": 0.15118630114011467, "loss_mask": 0.21349126938730478, "loss_rpn_cls": 0.025679621467133984, "loss_rpn_loc": 0.056314668341656215, "loss_sem_seg": 0.21814666432328522, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8993353673006355, "mask_rcnn/false_negative": 0.07641316210995776, "mask_rcnn/false_positive": 0.11415661346795522, "roi_head/num_bg_samples": 458.75, "roi_head/num_fg_samples": 53.25, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5734662920003757, "total_loss": 0.8573337200432434} {"data_time": 0.013108637504046783, "eta_seconds": 7227.806954222455, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.2161401098901099, "fast_rcnn/fg_cls_accuracy": 0.75607772116152, "iteration": 257259, "loss_box_reg": 0.20406512776389718, "loss_cls": 0.15765214152634144, "loss_mask": 0.21440753270871937, "loss_rpn_cls": 0.018856512251659296, "loss_rpn_loc": 0.04773123815539293, "loss_sem_seg": 0.20476497197523713, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9212974359627112, "mask_rcnn/false_negative": 0.07765496643110381, "mask_rcnn/false_positive": 0.0864814886473105, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5706357415037928, "total_loss": 0.8654088098919601} {"data_time": 0.012833154003601521, "eta_seconds": 7220.92579648034, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.21151615575807786, "fast_rcnn/fg_cls_accuracy": 0.7465727699530517, "iteration": 257279, "loss_box_reg": 0.21827259566634893, "loss_cls": 0.16784718865528703, "loss_mask": 0.22871246980503201, "loss_rpn_cls": 0.023232720885062008, "loss_rpn_loc": 0.06063929636729881, "loss_sem_seg": 0.19806263060308993, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9126748410631859, "mask_rcnn/false_negative": 0.07282720385420713, "mask_rcnn/false_positive": 0.09957524062786331, "roi_head/num_bg_samples": 429.5, "roi_head/num_fg_samples": 82.5, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5911655365052866, "total_loss": 0.8806033448763628} {"data_time": 0.012292628001887351, "eta_seconds": 7210.144691402791, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.24602220695970695, "fast_rcnn/fg_cls_accuracy": 0.719921875, "iteration": 257299, "loss_box_reg": 0.2081551339942962, "loss_cls": 0.16909602470695972, "loss_mask": 0.21850433573126793, "loss_rpn_cls": 0.02583464011331671, "loss_rpn_loc": 0.061734301038086414, "loss_sem_seg": 0.18899133964441717, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8940859677204216, "mask_rcnn/false_negative": 0.08935472596846956, "mask_rcnn/false_positive": 0.1153870357520892, "roi_head/num_bg_samples": 421.5, "roi_head/num_fg_samples": 90.5, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.5775414165109396, "total_loss": 0.8636417199886637} {"data_time": 0.011791820492362604, "eta_seconds": 7197.408614021682, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.20727140621506818, "fast_rcnn/fg_cls_accuracy": 0.7555555555555555, "iteration": 257319, "loss_box_reg": 0.20519929635338485, "loss_cls": 0.1591127458959818, "loss_mask": 0.22026341781020164, "loss_rpn_cls": 0.022767871283576824, "loss_rpn_loc": 0.06404678442049772, "loss_sem_seg": 0.20838075829669833, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8968229859511372, "mask_rcnn/false_negative": 0.09033839833952192, "mask_rcnn/false_positive": 0.11249355322975843, "roi_head/num_bg_samples": 426.0, "roi_head/num_fg_samples": 86.0, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5593952710041776, "total_loss": 0.9208710031634837} {"data_time": 0.011688222002703696, "eta_seconds": 7178.700664788368, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.2936017373872369, "fast_rcnn/fg_cls_accuracy": 0.6657910689028086, "iteration": 257339, "loss_box_reg": 0.21015998732764274, "loss_cls": 0.1640366450883448, "loss_mask": 0.21210547722876072, "loss_rpn_cls": 0.025657251506345347, "loss_rpn_loc": 0.05972463299985975, "loss_sem_seg": 0.19109170977026224, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9021945316588174, "mask_rcnn/false_negative": 0.08570345995050152, "mask_rcnn/false_positive": 0.11005877067645772, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.562845295004081, "total_loss": 0.9079705268522957} {"data_time": 0.012034105515340343, "eta_seconds": 7157.8022583091515, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.21355029585798818, "fast_rcnn/fg_cls_accuracy": 0.7617585117585117, "iteration": 257359, "loss_box_reg": 0.18930279719643295, "loss_cls": 0.14117512956727296, "loss_mask": 0.21342821326106787, "loss_rpn_cls": 0.01593659098398348, "loss_rpn_loc": 0.04630241451377515, "loss_sem_seg": 0.1831180672161281, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9045992796691706, "mask_rcnn/false_negative": 0.09284239995294606, "mask_rcnn/false_positive": 0.09559211729704734, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5629963885003235, "total_loss": 0.8001860308104369} {"data_time": 0.011750460500479676, "eta_seconds": 7143.09378335443, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.2253429736744531, "fast_rcnn/fg_cls_accuracy": 0.753261061166931, "iteration": 257379, "loss_box_reg": 0.2043981901369989, "loss_cls": 0.16235540830530226, "loss_mask": 0.2205019765533507, "loss_rpn_cls": 0.02612841002701316, "loss_rpn_loc": 0.059806927951285616, "loss_sem_seg": 0.1921386425383389, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9024194442854281, "mask_rcnn/false_negative": 0.0776566136434819, "mask_rcnn/false_positive": 0.09049954797916435, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.565665635993355, "total_loss": 0.8523431035282556} {"data_time": 0.012753188493661582, "eta_seconds": 7135.152777229145, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.14932185706833595, "fast_rcnn/fg_cls_accuracy": 0.8488262910798122, "iteration": 257399, "loss_box_reg": 0.20136920548975468, "loss_cls": 0.1521345681976527, "loss_mask": 0.2225767425261438, "loss_rpn_cls": 0.0244207875457505, "loss_rpn_loc": 0.0628063898475375, "loss_sem_seg": 0.2015518620610237, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9232379209447754, "mask_rcnn/false_negative": 0.0714661262616519, "mask_rcnn/false_positive": 0.08579697958084279, "roi_head/num_bg_samples": 455.5, "roi_head/num_fg_samples": 56.5, "rpn/num_neg_anchors": 235.5, "rpn/num_pos_anchors": 20.5, "time": 0.574617082500481, "total_loss": 0.8802933418428438} {"data_time": 0.011818333005066961, "eta_seconds": 7131.692784679792, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.21144674085850557, "fast_rcnn/fg_cls_accuracy": 0.7544733740490732, "iteration": 257419, "loss_box_reg": 0.18989001179579645, "loss_cls": 0.14747452252777293, "loss_mask": 0.22118788119405508, "loss_rpn_cls": 0.016710153453459498, "loss_rpn_loc": 0.06303810840472579, "loss_sem_seg": 0.2093268558382988, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9114729794823726, "mask_rcnn/false_negative": 0.08777561682424109, "mask_rcnn/false_positive": 0.10206364086143882, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5777818224887596, "total_loss": 0.8284888970010797} {"data_time": 0.01257122799870558, "eta_seconds": 7120.549332651804, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.25608143839238495, "fast_rcnn/fg_cls_accuracy": 0.7007756037369999, "iteration": 257439, "loss_box_reg": 0.19741028966382146, "loss_cls": 0.1550464895553887, "loss_mask": 0.2194994455203414, "loss_rpn_cls": 0.020837309362832457, "loss_rpn_loc": 0.06376756515237503, "loss_sem_seg": 0.1864546868018806, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8954970952727441, "mask_rcnn/false_negative": 0.09352375352975731, "mask_rcnn/false_positive": 0.12058134540986643, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5725896264921175, "total_loss": 0.9050883992767922} {"data_time": 0.013377428011153825, "eta_seconds": 7120.233319628533, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.29330565063688907, "fast_rcnn/fg_cls_accuracy": 0.7066943493631109, "iteration": 257459, "loss_box_reg": 0.1922359368763864, "loss_cls": 0.1591287087649107, "loss_mask": 0.2270415471866727, "loss_rpn_cls": 0.02585146456840448, "loss_rpn_loc": 0.060604839731240645, "loss_sem_seg": 0.18951761978678405, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.899771869464906, "mask_rcnn/false_negative": 0.08639744264127641, "mask_rcnn/false_positive": 0.11659813266131538, "roi_head/num_bg_samples": 430.25, "roi_head/num_fg_samples": 81.75, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 0.5816264809982385, "total_loss": 0.8399997242886457} {"data_time": 0.014422503998503089, "eta_seconds": 7106.596739702349, "fast_rcnn/cls_accuracy": 0.9560546875, "fast_rcnn/false_negative": 0.24581772784019973, "fast_rcnn/fg_cls_accuracy": 0.7185838355193195, "iteration": 257479, "loss_box_reg": 0.19581628777086735, "loss_cls": 0.13937714765779674, "loss_mask": 0.21515501011162996, "loss_rpn_cls": 0.0190887766511878, "loss_rpn_loc": 0.053553183446638286, "loss_sem_seg": 0.19727061851881444, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9145735878621112, "mask_rcnn/false_negative": 0.08242426962567921, "mask_rcnn/false_positive": 0.09183794611700809, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 237.25, "rpn/num_pos_anchors": 18.75, "time": 0.5563029780023498, "total_loss": 0.821614147767832} {"data_time": 0.011422411000239663, "eta_seconds": 7095.245255412432, "fast_rcnn/cls_accuracy": 0.96484375, "fast_rcnn/false_negative": 0.19032258064516128, "fast_rcnn/fg_cls_accuracy": 0.8096774193548387, "iteration": 257499, "loss_box_reg": 0.19873832631856203, "loss_cls": 0.1534504264127463, "loss_mask": 0.21321126632392406, "loss_rpn_cls": 0.020685974130174145, "loss_rpn_loc": 0.05591978278243914, "loss_sem_seg": 0.19903635140508413, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9233535542548015, "mask_rcnn/false_negative": 0.06963544031033984, "mask_rcnn/false_positive": 0.07893264145963949, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5543182345136302, "total_loss": 0.8521582795892755} {"data_time": 0.012891877515357919, "eta_seconds": 7086.167934158657, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.21513794554306664, "fast_rcnn/fg_cls_accuracy": 0.7472339125712735, "iteration": 257519, "loss_box_reg": 0.18662218563258648, "loss_cls": 0.1528031982597895, "loss_mask": 0.21557857561856508, "loss_rpn_cls": 0.023525502652773866, "loss_rpn_loc": 0.060899321164470166, "loss_sem_seg": 0.2038397784344852, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8962914474796129, "mask_rcnn/false_negative": 0.09302701826389123, "mask_rcnn/false_positive": 0.11787557212732405, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5626396120060235, "total_loss": 0.9141861637472175} {"data_time": 0.012214972492074594, "eta_seconds": 7072.542286832599, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.2390915011396939, "fast_rcnn/fg_cls_accuracy": 0.755001755001755, "iteration": 257539, "loss_box_reg": 0.1913682457525283, "loss_cls": 0.15439617284573615, "loss_mask": 0.221115046646446, "loss_rpn_cls": 0.019625027242000215, "loss_rpn_loc": 0.047462529968470335, "loss_sem_seg": 0.19238295406103134, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.90134569510589, "mask_rcnn/false_negative": 0.08589874063842048, "mask_rcnn/false_positive": 0.09528593184960135, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5782778934953967, "total_loss": 0.8254634752665879} {"data_time": 0.011165533011080697, "eta_seconds": 7064.055305585542, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.23099606815203144, "fast_rcnn/fg_cls_accuracy": 0.7643046837276678, "iteration": 257559, "loss_box_reg": 0.21921148244291544, "loss_cls": 0.16729712742380798, "loss_mask": 0.22329085040837526, "loss_rpn_cls": 0.023005390692560468, "loss_rpn_loc": 0.051366481158765964, "loss_sem_seg": 0.18649540236219764, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9110505565862709, "mask_rcnn/false_negative": 0.09511518180140505, "mask_rcnn/false_positive": 0.08434652545486486, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5727758729917696, "total_loss": 0.8376312960899668} {"data_time": 0.012978854007087648, "eta_seconds": 7061.69604471112, "fast_rcnn/cls_accuracy": 0.95654296875, "fast_rcnn/false_negative": 0.22144144144144146, "fast_rcnn/fg_cls_accuracy": 0.7574353448275861, "iteration": 257579, "loss_box_reg": 0.20945425028912723, "loss_cls": 0.15078244975302368, "loss_mask": 0.21689344570040703, "loss_rpn_cls": 0.023909011390060186, "loss_rpn_loc": 0.06184949504677206, "loss_sem_seg": 0.19433901691809297, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9066163870851371, "mask_rcnn/false_negative": 0.07657765164595706, "mask_rcnn/false_positive": 0.12368094388661427, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5681577929935884, "total_loss": 0.8806985884912137} {"data_time": 0.01349295349791646, "eta_seconds": 7058.835295613928, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.2943638392857143, "fast_rcnn/fg_cls_accuracy": 0.6939174107142857, "iteration": 257599, "loss_box_reg": 0.1981680365279317, "loss_cls": 0.1565390732139349, "loss_mask": 0.21886831521987915, "loss_rpn_cls": 0.02459147874833434, "loss_rpn_loc": 0.06259748444426805, "loss_sem_seg": 0.20101898489519954, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9038090682701652, "mask_rcnn/false_negative": 0.0929488439019083, "mask_rcnn/false_positive": 0.09734401906583073, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5790467779879691, "total_loss": 0.8975291242823005} {"data_time": 0.012118354003177956, "eta_seconds": 7049.0572631996765, "fast_rcnn/cls_accuracy": 0.95556640625, "fast_rcnn/false_negative": 0.19652008785577013, "fast_rcnn/fg_cls_accuracy": 0.7727290765506567, "iteration": 257619, "loss_box_reg": 0.19087395432870835, "loss_cls": 0.1495139526668936, "loss_mask": 0.2202428737655282, "loss_rpn_cls": 0.02296550829487387, "loss_rpn_loc": 0.06070694970549084, "loss_sem_seg": 0.1852672459790483, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9070589906443127, "mask_rcnn/false_negative": 0.08081638055249633, "mask_rcnn/false_positive": 0.09621912539616789, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5708770409983117, "total_loss": 0.8571699916210491} {"data_time": 0.012090539501514286, "eta_seconds": 7032.569348257399, "fast_rcnn/cls_accuracy": 0.962890625, "fast_rcnn/false_negative": 0.2704636059670782, "fast_rcnn/fg_cls_accuracy": 0.7204066811909949, "iteration": 257639, "loss_box_reg": 0.2023528814315796, "loss_cls": 0.15727108938153833, "loss_mask": 0.22074277559295297, "loss_rpn_cls": 0.022240782305743778, "loss_rpn_loc": 0.05520609379163943, "loss_sem_seg": 0.18677813094109297, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9072164394031421, "mask_rcnn/false_negative": 0.08213909226937519, "mask_rcnn/false_positive": 0.09102051572760923, "roi_head/num_bg_samples": 452.5, "roi_head/num_fg_samples": 59.5, "rpn/num_neg_anchors": 236.5, "rpn/num_pos_anchors": 19.5, "time": 0.5652602749905782, "total_loss": 0.8460375533395563} {"data_time": 0.01199745100166183, "eta_seconds": 7016.213741871019, "fast_rcnn/cls_accuracy": 0.95654296875, "fast_rcnn/false_negative": 0.22879464285714285, "fast_rcnn/fg_cls_accuracy": 0.759360599078341, "iteration": 257659, "loss_box_reg": 0.2123939534649253, "loss_cls": 0.1583143137395382, "loss_mask": 0.22312775067985058, "loss_rpn_cls": 0.02199669074616395, "loss_rpn_loc": 0.06994610821129754, "loss_sem_seg": 0.20227134739980102, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9177882138531157, "mask_rcnn/false_negative": 0.08512484681121302, "mask_rcnn/false_positive": 0.09559842552948332, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5691849700087914, "total_loss": 0.901896548588411} {"data_time": 0.012254100001882762, "eta_seconds": 7004.843166160994, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.20736196319018407, "fast_rcnn/fg_cls_accuracy": 0.792638036809816, "iteration": 257679, "loss_box_reg": 0.22052246727980673, "loss_cls": 0.16601595631800592, "loss_mask": 0.22482688771560788, "loss_rpn_cls": 0.027836915441639576, "loss_rpn_loc": 0.06874469429021701, "loss_sem_seg": 0.19415080605540425, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9074671178852579, "mask_rcnn/false_negative": 0.08127326282214845, "mask_rcnn/false_positive": 0.09595762733262732, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5646600174804917, "total_loss": 0.8984708192874677} {"data_time": 0.012192064517876133, "eta_seconds": 6990.060649597697, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.21209243431465655, "fast_rcnn/fg_cls_accuracy": 0.7846153846153847, "iteration": 257699, "loss_box_reg": 0.20228409278206527, "loss_cls": 0.1577492998330854, "loss_mask": 0.20937060471624136, "loss_rpn_cls": 0.021543075778026832, "loss_rpn_loc": 0.05990962529904209, "loss_sem_seg": 0.1888373822439462, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9128624420345948, "mask_rcnn/false_negative": 0.07844541494885982, "mask_rcnn/false_positive": 0.09907183076236342, "roi_head/num_bg_samples": 429.0, "roi_head/num_fg_samples": 83.0, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5680678295029793, "total_loss": 0.8555682985856947} {"data_time": 0.013291566996485926, "eta_seconds": 6991.368023308183, "fast_rcnn/cls_accuracy": 0.958984375, "fast_rcnn/false_negative": 0.19127839815171352, "fast_rcnn/fg_cls_accuracy": 0.7745967741935484, "iteration": 257719, "loss_box_reg": 0.19552775379270315, "loss_cls": 0.14832109288545325, "loss_mask": 0.2090294105000794, "loss_rpn_cls": 0.019297378850751556, "loss_rpn_loc": 0.05470502932439558, "loss_sem_seg": 0.18845340702682734, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.915560279200613, "mask_rcnn/false_negative": 0.07182615861354796, "mask_rcnn/false_positive": 0.1128751707128661, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5733182569820201, "total_loss": 0.8300217964933836} {"data_time": 0.011993404987151735, "eta_seconds": 6983.7292085706285, "fast_rcnn/cls_accuracy": 0.95703125, "fast_rcnn/false_negative": 0.2191732363048312, "fast_rcnn/fg_cls_accuracy": 0.7769607843137255, "iteration": 257739, "loss_box_reg": 0.1961090925615281, "loss_cls": 0.1599001749418676, "loss_mask": 0.22704223450273275, "loss_rpn_cls": 0.022973890070716152, "loss_rpn_loc": 0.06540703267091885, "loss_sem_seg": 0.19038310600444674, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9054645886947155, "mask_rcnn/false_negative": 0.08003302989538244, "mask_rcnn/false_positive": 0.10592681223975588, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.5774432815087494, "total_loss": 0.8579750644203159} {"data_time": 0.012148071502451785, "eta_seconds": 6969.622114142054, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.2323446327683616, "fast_rcnn/fg_cls_accuracy": 0.7571656050955414, "iteration": 257759, "loss_box_reg": 0.20227461331523955, "loss_cls": 0.1648622986394912, "loss_mask": 0.21535398019477725, "loss_rpn_cls": 0.021284167632984463, "loss_rpn_loc": 0.05351790867280215, "loss_sem_seg": 0.21041523572057486, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.915281871622578, "mask_rcnn/false_negative": 0.07916315852925589, "mask_rcnn/false_positive": 0.09483355955620228, "roi_head/num_bg_samples": 454.0, "roi_head/num_fg_samples": 58.0, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 0.5670905765000498, "total_loss": 0.8552399757681997} {"data_time": 0.012496951501816511, "eta_seconds": 6958.234773052041, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.25894066109119873, "fast_rcnn/fg_cls_accuracy": 0.7410593389088013, "iteration": 257779, "loss_box_reg": 0.21050333697348833, "loss_cls": 0.16741485218517482, "loss_mask": 0.23549136705696583, "loss_rpn_cls": 0.025083958117647853, "loss_rpn_loc": 0.06089979916578159, "loss_sem_seg": 0.20858252537436783, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9041584433604524, "mask_rcnn/false_negative": 0.0969978323868312, "mask_rcnn/false_positive": 0.0971019848805233, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.5561538855108665, "total_loss": 0.9079539879749063} {"data_time": 0.012503274003393017, "eta_seconds": 6946.847431962029, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.21945309026233883, "fast_rcnn/fg_cls_accuracy": 0.7640923117041158, "iteration": 257799, "loss_box_reg": 0.2062745038419962, "loss_cls": 0.15602401923388243, "loss_mask": 0.21691736904904246, "loss_rpn_cls": 0.02639631235069828, "loss_rpn_loc": 0.06626221908663865, "loss_sem_seg": 0.20172270433977246, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9062854308390023, "mask_rcnn/false_negative": 0.08907945719320554, "mask_rcnn/false_positive": 0.09574272938716588, "roi_head/num_bg_samples": 426.25, "roi_head/num_fg_samples": 85.75, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5777242490003118, "total_loss": 0.8952175369413453} {"data_time": 0.012666657989029773, "eta_seconds": 6939.761987887279, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.2150247413405308, "fast_rcnn/fg_cls_accuracy": 0.7503732736095559, "iteration": 257819, "loss_box_reg": 0.20808782649692148, "loss_cls": 0.15631247451528907, "loss_mask": 0.22461818484589458, "loss_rpn_cls": 0.02278284338353842, "loss_rpn_loc": 0.06999655335675925, "loss_sem_seg": 0.181170996860601, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9141767347129925, "mask_rcnn/false_negative": 0.06999002795104795, "mask_rcnn/false_positive": 0.10716143413590463, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.583398867995129, "total_loss": 0.8790226831206382} {"data_time": 0.011996814995654859, "eta_seconds": 6935.281269767598, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.2068400183010523, "fast_rcnn/fg_cls_accuracy": 0.7635064935064935, "iteration": 257839, "loss_box_reg": 0.21266774414107203, "loss_cls": 0.14868473494425416, "loss_mask": 0.22731833718717098, "loss_rpn_cls": 0.025859066892735427, "loss_rpn_loc": 0.07033986216993071, "loss_sem_seg": 0.19392702737241052, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9069964988091672, "mask_rcnn/false_negative": 0.08046803936774119, "mask_rcnn/false_positive": 0.12167375932695618, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.582324516508379, "total_loss": 0.8837328340996464} {"data_time": 0.013245506008388475, "eta_seconds": 6920.723187679585, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.3016633064516129, "fast_rcnn/fg_cls_accuracy": 0.6620247568523431, "iteration": 257859, "loss_box_reg": 0.2096886564977467, "loss_cls": 0.14861645607743412, "loss_mask": 0.2194824069738388, "loss_rpn_cls": 0.019989452717709355, "loss_rpn_loc": 0.061038924352033064, "loss_sem_seg": 0.19889849703758955, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.907148413183575, "mask_rcnn/false_negative": 0.08736408536569489, "mask_rcnn/false_positive": 0.10787989293436173, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5772871555091115, "total_loss": 0.8597288819746609} {"data_time": 0.011617640499025583, "eta_seconds": 6913.703377816375, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.16297455152273677, "fast_rcnn/fg_cls_accuracy": 0.7956845238095238, "iteration": 257879, "loss_box_reg": 0.20747627422679216, "loss_cls": 0.144220334244892, "loss_mask": 0.219244294334203, "loss_rpn_cls": 0.025969415665713314, "loss_rpn_loc": 0.07103106484282762, "loss_sem_seg": 0.1878883254248649, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8996772742362733, "mask_rcnn/false_negative": 0.08348906692547572, "mask_rcnn/false_positive": 0.12949942533488865, "roi_head/num_bg_samples": 427.25, "roi_head/num_fg_samples": 84.75, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5796787575091003, "total_loss": 0.8472856208481971} {"data_time": 0.011684194512781687, "eta_seconds": 6908.249592323977, "fast_rcnn/cls_accuracy": 0.96337890625, "fast_rcnn/false_negative": 0.21522197948679972, "fast_rcnn/fg_cls_accuracy": 0.7785018698855852, "iteration": 257899, "loss_box_reg": 0.18232204858213663, "loss_cls": 0.1429777565645054, "loss_mask": 0.2150788358412683, "loss_rpn_cls": 0.020410423741850536, "loss_rpn_loc": 0.04668161732843146, "loss_sem_seg": 0.17073499714024365, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9188608650591721, "mask_rcnn/false_negative": 0.08826974872997416, "mask_rcnn/false_positive": 0.07775762123593169, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5724500074866228, "total_loss": 0.8149917702212406} {"data_time": 0.012284787007956766, "eta_seconds": 6896.831941564, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.1863982440496605, "fast_rcnn/fg_cls_accuracy": 0.7939464649715696, "iteration": 257919, "loss_box_reg": 0.2107434361241758, "loss_cls": 0.15611110255122185, "loss_mask": 0.21687264647334814, "loss_rpn_cls": 0.020317850219726097, "loss_rpn_loc": 0.053245579460053705, "loss_sem_seg": 0.20886055403389037, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9021258328578142, "mask_rcnn/false_negative": 0.07842507665635778, "mask_rcnn/false_positive": 0.12032740055911986, "roi_head/num_bg_samples": 432.5, "roi_head/num_fg_samples": 79.5, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.577107100005378, "total_loss": 0.8703254169085994} {"data_time": 0.012129119990277104, "eta_seconds": 6886.242091697015, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.3028296493902439, "fast_rcnn/fg_cls_accuracy": 0.6826007326007326, "iteration": 257939, "loss_box_reg": 0.1994365151040256, "loss_cls": 0.1620839280076325, "loss_mask": 0.22439476009458303, "loss_rpn_cls": 0.024157336871212465, "loss_rpn_loc": 0.059622388042043895, "loss_sem_seg": 0.19006300158798695, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8924993636910546, "mask_rcnn/false_negative": 0.08442702844679775, "mask_rcnn/false_positive": 0.12019335147308656, "roi_head/num_bg_samples": 432.5, "roi_head/num_fg_samples": 79.5, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5754914845165331, "total_loss": 0.8690600601858023} {"data_time": 0.011507706993143074, "eta_seconds": 6875.730790989808, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.25678045358896423, "fast_rcnn/fg_cls_accuracy": 0.7243394902969371, "iteration": 257959, "loss_box_reg": 0.2137035778723657, "loss_cls": 0.15969370398670435, "loss_mask": 0.22252469742670655, "loss_rpn_cls": 0.025158243828627747, "loss_rpn_loc": 0.07328874681843445, "loss_sem_seg": 0.18971109739504755, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9088225692441172, "mask_rcnn/false_negative": 0.07826791726724822, "mask_rcnn/false_positive": 0.10738284787990984, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.571053875493817, "total_loss": 0.8850524112785934} {"data_time": 0.013149247999535874, "eta_seconds": 6863.364868318022, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.2156775159358702, "fast_rcnn/fg_cls_accuracy": 0.7522681451612903, "iteration": 257979, "loss_box_reg": 0.21315129520371556, "loss_cls": 0.1591053928132169, "loss_mask": 0.21421710588037968, "loss_rpn_cls": 0.02573909746206482, "loss_rpn_loc": 0.06668524048291147, "loss_sem_seg": 0.18009291775524616, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8970139681931001, "mask_rcnn/false_negative": 0.09017171067925911, "mask_rcnn/false_positive": 0.09899051333709497, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5702450244862121, "total_loss": 0.8734970406258071} {"data_time": 0.012463703998946585, "eta_seconds": 6852.889728649505, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.22748655913978494, "fast_rcnn/fg_cls_accuracy": 0.7532894736842105, "iteration": 257999, "loss_box_reg": 0.20145405340008438, "loss_cls": 0.15801166999153793, "loss_mask": 0.22502509271726012, "loss_rpn_cls": 0.022202193730663566, "loss_rpn_loc": 0.05978933215374127, "loss_sem_seg": 0.19100243295542896, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9046707493639083, "mask_rcnn/false_negative": 0.08623866345169244, "mask_rcnn/false_positive": 0.09604747533619037, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.5739691654889612, "total_loss": 0.8701903254041099} {"data_time": 0.01190652750665322, "eta_seconds": 6842.313252629159, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.20777310924369746, "fast_rcnn/fg_cls_accuracy": 0.7625776397515528, "iteration": 258019, "loss_box_reg": 0.18933526147156954, "loss_cls": 0.14738171955104917, "loss_mask": 0.21358103351667523, "loss_rpn_cls": 0.023872194418800063, "loss_rpn_loc": 0.04800066541065462, "loss_sem_seg": 0.20760762435384095, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9149871130803526, "mask_rcnn/false_negative": 0.0744085540588013, "mask_rcnn/false_positive": 0.10065921891291434, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5703442860103678, "total_loss": 0.8404838045207725} {"data_time": 0.011550007489859127, "eta_seconds": 6832.04860512141, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.21667433655468632, "fast_rcnn/fg_cls_accuracy": 0.7721883468834688, "iteration": 258039, "loss_box_reg": 0.2185616361675784, "loss_cls": 0.15603068418568, "loss_mask": 0.22589022060856223, "loss_rpn_cls": 0.02266103189685964, "loss_rpn_loc": 0.06613522888801526, "loss_sem_seg": 0.17986989836208522, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8946015976144922, "mask_rcnn/false_negative": 0.08418106298131424, "mask_rcnn/false_positive": 0.12253091194825864, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5772104234929429, "total_loss": 0.8837571542389924} {"data_time": 0.012219885989907198, "eta_seconds": 6817.6890352371265, "fast_rcnn/cls_accuracy": 0.95556640625, "fast_rcnn/false_negative": 0.2751596821934881, "fast_rcnn/fg_cls_accuracy": 0.7132594417077176, "iteration": 258059, "loss_box_reg": 0.183054911904037, "loss_cls": 0.14120412548072636, "loss_mask": 0.21870001778006554, "loss_rpn_cls": 0.018151801195926964, "loss_rpn_loc": 0.04103961268265266, "loss_sem_seg": 0.21696843300014734, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8996231184781605, "mask_rcnn/false_negative": 0.09537817271673751, "mask_rcnn/false_positive": 0.12412885618940203, "roi_head/num_bg_samples": 451.25, "roi_head/num_fg_samples": 60.75, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5704184220085153, "total_loss": 0.8354094981077651} {"data_time": 0.011785927505115978, "eta_seconds": 6811.023474347996, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.1847592332865825, "fast_rcnn/fg_cls_accuracy": 0.7853494623655914, "iteration": 258079, "loss_box_reg": 0.2205026955343783, "loss_cls": 0.16710032476112247, "loss_mask": 0.22398533718660474, "loss_rpn_cls": 0.022941174320294522, "loss_rpn_loc": 0.057658943405840546, "loss_sem_seg": 0.1828955691307783, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9107299176905397, "mask_rcnn/false_negative": 0.0755000665035334, "mask_rcnn/false_positive": 0.10649954936616159, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 234.5, "rpn/num_pos_anchors": 21.5, "time": 0.5779944209934911, "total_loss": 0.8903201006978634} {"data_time": 0.012729790498269722, "eta_seconds": 6801.000651038528, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.2438238453276047, "fast_rcnn/fg_cls_accuracy": 0.7309210526315789, "iteration": 258099, "loss_box_reg": 0.19534430233761668, "loss_cls": 0.15179104381240904, "loss_mask": 0.20951480139046907, "loss_rpn_cls": 0.02228780959285359, "loss_rpn_loc": 0.05474263137875823, "loss_sem_seg": 0.17315293266437948, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.909166845815951, "mask_rcnn/false_negative": 0.08248276004603874, "mask_rcnn/false_positive": 0.09735246684184998, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5607622019888368, "total_loss": 0.8305024807987138} {"data_time": 0.011962104501435533, "eta_seconds": 6791.0403190591605, "fast_rcnn/cls_accuracy": 0.9580078125, "fast_rcnn/false_negative": 0.20853292993809003, "fast_rcnn/fg_cls_accuracy": 0.7751765839041096, "iteration": 258119, "loss_box_reg": 0.20437110029160976, "loss_cls": 0.1520697616506368, "loss_mask": 0.2324017183855176, "loss_rpn_cls": 0.027388874459575163, "loss_rpn_loc": 0.07456608896609396, "loss_sem_seg": 0.1805720254778862, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9132328084608077, "mask_rcnn/false_negative": 0.09025642321098945, "mask_rcnn/false_positive": 0.07321075360989537, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.5833667255064938, "total_loss": 0.8748908897105139} {"data_time": 0.013209358003223315, "eta_seconds": 6779.2498114595655, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.23653879838850939, "fast_rcnn/fg_cls_accuracy": 0.7460369591872482, "iteration": 258139, "loss_box_reg": 0.1973707154393196, "loss_cls": 0.147580363904126, "loss_mask": 0.2186113721691072, "loss_rpn_cls": 0.021824970212037442, "loss_rpn_loc": 0.05270271669724025, "loss_sem_seg": 0.18910596636123955, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9111011207761793, "mask_rcnn/false_negative": 0.07704668892820835, "mask_rcnn/false_positive": 0.10845960927177883, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5717404064926086, "total_loss": 0.8586535494250711} {"data_time": 0.012621095986105502, "eta_seconds": 6765.315741947372, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.25606796116504854, "fast_rcnn/fg_cls_accuracy": 0.7358385136550953, "iteration": 258159, "loss_box_reg": 0.18825254612602293, "loss_cls": 0.13847985328175128, "loss_mask": 0.21971704531461, "loss_rpn_cls": 0.02340078860288486, "loss_rpn_loc": 0.05754605490074027, "loss_sem_seg": 0.18557793949730694, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9015627215470503, "mask_rcnn/false_negative": 0.08267476532972726, "mask_rcnn/false_positive": 0.10245270599359428, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.5647596535127377, "total_loss": 0.8191372469673297} {"data_time": 0.011965654994128272, "eta_seconds": 6753.888808847216, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.19932671863926293, "fast_rcnn/fg_cls_accuracy": 0.7523279582103112, "iteration": 258179, "loss_box_reg": 0.1854371652007103, "loss_cls": 0.1441500906366855, "loss_mask": 0.22065167920663953, "loss_rpn_cls": 0.02107398779480718, "loss_rpn_loc": 0.05441631033318117, "loss_sem_seg": 0.20262179616838694, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9012927007934662, "mask_rcnn/false_negative": 0.07760231262017626, "mask_rcnn/false_positive": 0.11663391470433875, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5576129320106702, "total_loss": 0.8473666648005747} {"data_time": 0.012760291996528395, "eta_seconds": 6743.341982550875, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.26612285539215685, "fast_rcnn/fg_cls_accuracy": 0.6833451704545455, "iteration": 258199, "loss_box_reg": 0.20195236057043076, "loss_cls": 0.1634551933966577, "loss_mask": 0.2152589219622314, "loss_rpn_cls": 0.025370897845277796, "loss_rpn_loc": 0.0674015658441931, "loss_sem_seg": 0.20469183707609773, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9045501174203265, "mask_rcnn/false_negative": 0.08378271318505823, "mask_rcnn/false_positive": 0.10857016743317684, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5718473799934145, "total_loss": 0.8715583045286621} {"data_time": 0.012466620493796654, "eta_seconds": 6733.881491358974, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.2004484538770402, "fast_rcnn/fg_cls_accuracy": 0.7471875950136819, "iteration": 258219, "loss_box_reg": 0.19593735598027706, "loss_cls": 0.13992753822822124, "loss_mask": 0.21238324884325266, "loss_rpn_cls": 0.018288584120455198, "loss_rpn_loc": 0.056674050574656576, "loss_sem_seg": 0.17911200993694365, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9111634860409128, "mask_rcnn/false_negative": 0.07546850922778875, "mask_rcnn/false_positive": 0.0973875836872399, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5676622689934447, "total_loss": 0.8281228746927809} {"data_time": 0.012831972009735182, "eta_seconds": 6721.4762560552335, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.26937181122448983, "fast_rcnn/fg_cls_accuracy": 0.7157285911602209, "iteration": 258239, "loss_box_reg": 0.1926133146043867, "loss_cls": 0.147735993610695, "loss_mask": 0.2083252165466547, "loss_rpn_cls": 0.024106256307277363, "loss_rpn_loc": 0.05306924055912532, "loss_sem_seg": 0.19590168446302414, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8978859577381745, "mask_rcnn/false_negative": 0.08233875293264713, "mask_rcnn/false_positive": 0.10917056846533119, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5660051945014857, "total_loss": 0.8227403939381475} {"data_time": 0.012189212502562441, "eta_seconds": 6710.046145935252, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.23958333333333331, "fast_rcnn/fg_cls_accuracy": 0.748046875, "iteration": 258259, "loss_box_reg": 0.21184655860997736, "loss_cls": 0.16417283029295504, "loss_mask": 0.22711158730089664, "loss_rpn_cls": 0.025363343389471993, "loss_rpn_loc": 0.057713562855497, "loss_sem_seg": 0.21079148584976792, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9093158747874149, "mask_rcnn/false_negative": 0.07861543143178149, "mask_rcnn/false_positive": 0.10426483309094592, "roi_head/num_bg_samples": 427.25, "roi_head/num_fg_samples": 84.75, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5687694544903934, "total_loss": 0.9171618028631201} {"data_time": 0.012441440514521673, "eta_seconds": 6697.557858197484, "fast_rcnn/cls_accuracy": 0.9580078125, "fast_rcnn/false_negative": 0.1599636446262213, "fast_rcnn/fg_cls_accuracy": 0.7451479723733456, "iteration": 258279, "loss_box_reg": 0.20080250571481884, "loss_cls": 0.1613648454658687, "loss_mask": 0.22028741985559464, "loss_rpn_cls": 0.020912038704409497, "loss_rpn_loc": 0.067021360155195, "loss_sem_seg": 0.1910952723119408, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9243600986067504, "mask_rcnn/false_negative": 0.07354359371814326, "mask_rcnn/false_positive": 0.09977840978307469, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5745014549902407, "total_loss": 0.8665468589751981} {"data_time": 0.012670330994296819, "eta_seconds": 6686.129553687293, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.2350824239609937, "fast_rcnn/fg_cls_accuracy": 0.7649175760390062, "iteration": 258299, "loss_box_reg": 0.21036915760487318, "loss_cls": 0.15942939091473818, "loss_mask": 0.22166432347148657, "loss_rpn_cls": 0.02503087298191531, "loss_rpn_loc": 0.06746771687176079, "loss_sem_seg": 0.203561594709754, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9168137940014424, "mask_rcnn/false_negative": 0.06281680643548523, "mask_rcnn/false_positive": 0.09833388121358327, "roi_head/num_bg_samples": 428.75, "roi_head/num_fg_samples": 83.25, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5724778120202245, "total_loss": 0.8805805515657994} {"data_time": 0.012601257491041906, "eta_seconds": 6677.398544009731, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.22696476964769646, "fast_rcnn/fg_cls_accuracy": 0.734375, "iteration": 258319, "loss_box_reg": 0.2143966336734593, "loss_cls": 0.1688463776372373, "loss_mask": 0.22591939475387335, "loss_rpn_cls": 0.02372432850097539, "loss_rpn_loc": 0.05654258618596941, "loss_sem_seg": 0.18834094889461994, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8910290634110787, "mask_rcnn/false_negative": 0.09259047517682831, "mask_rcnn/false_positive": 0.11366663026605425, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.577360522991512, "total_loss": 0.8945241566325421} {"data_time": 0.012549777995445766, "eta_seconds": 6668.058922090204, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.24323246539995308, "fast_rcnn/fg_cls_accuracy": 0.7258776017396706, "iteration": 258339, "loss_box_reg": 0.20126194332260638, "loss_cls": 0.15442609670571983, "loss_mask": 0.22951925080269575, "loss_rpn_cls": 0.02997375277846004, "loss_rpn_loc": 0.06806796799355652, "loss_sem_seg": 0.18097629630938172, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8903129860442263, "mask_rcnn/false_negative": 0.09616796211677074, "mask_rcnn/false_positive": 0.12496532659327958, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 196.5, "rpn/num_pos_anchors": 59.5, "time": 0.5653893794951728, "total_loss": 0.8514076473329624} {"data_time": 0.012606974501977675, "eta_seconds": 6658.699925983834, "fast_rcnn/cls_accuracy": 0.95654296875, "fast_rcnn/false_negative": 0.2231164214476153, "fast_rcnn/fg_cls_accuracy": 0.7260458839406208, "iteration": 258359, "loss_box_reg": 0.19467990077100694, "loss_cls": 0.15671509667299688, "loss_mask": 0.22625281382352114, "loss_rpn_cls": 0.026132178089028457, "loss_rpn_loc": 0.06564976368099451, "loss_sem_seg": 0.197001667576842, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9095787775299053, "mask_rcnn/false_negative": 0.07723845282446215, "mask_rcnn/false_positive": 0.10299205950484078, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5740231105010025, "total_loss": 0.8220548343642804} {"data_time": 0.01251340149610769, "eta_seconds": 6647.259843643857, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.23176470588235293, "fast_rcnn/fg_cls_accuracy": 0.7482744528199073, "iteration": 258379, "loss_box_reg": 0.19582799496129155, "loss_cls": 0.15183120779693127, "loss_mask": 0.21268849214538932, "loss_rpn_cls": 0.021109225304826396, "loss_rpn_loc": 0.05732337839435786, "loss_sem_seg": 0.18612526427023113, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9079474535349854, "mask_rcnn/false_negative": 0.08870240551171966, "mask_rcnn/false_positive": 0.09491796707854624, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 234.25, "rpn/num_pos_anchors": 21.75, "time": 0.5679740975028835, "total_loss": 0.8316502109373687} {"data_time": 0.012052099496941082, "eta_seconds": 6639.030685953723, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.2062176165803109, "fast_rcnn/fg_cls_accuracy": 0.7527071202370007, "iteration": 258399, "loss_box_reg": 0.20436704787425697, "loss_cls": 0.16049639810808003, "loss_mask": 0.22613729070872068, "loss_rpn_cls": 0.02538995056238491, "loss_rpn_loc": 0.0702341347350739, "loss_sem_seg": 0.19940878311172128, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9034524627158556, "mask_rcnn/false_negative": 0.08049723691700483, "mask_rcnn/false_positive": 0.1116748477950363, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.5775327410083264, "total_loss": 0.8971543322695652} {"data_time": 0.013014050491619855, "eta_seconds": 6623.973990849539, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.2313946759259259, "fast_rcnn/fg_cls_accuracy": 0.722682119205298, "iteration": 258419, "loss_box_reg": 0.19939919491298497, "loss_cls": 0.1548175869975239, "loss_mask": 0.22106393845751882, "loss_rpn_cls": 0.026272077500834712, "loss_rpn_loc": 0.061303699170821346, "loss_sem_seg": 0.20476585626602173, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.912655653906357, "mask_rcnn/false_negative": 0.07821887531403718, "mask_rcnn/false_positive": 0.08816061676083903, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.5616124480002327, "total_loss": 0.8660479889658745} {"data_time": 0.012621953501366079, "eta_seconds": 6612.939596623924, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.22465581977471838, "fast_rcnn/fg_cls_accuracy": 0.7196691176470589, "iteration": 258439, "loss_box_reg": 0.2151777297258377, "loss_cls": 0.15521250572055578, "loss_mask": 0.21917478274554014, "loss_rpn_cls": 0.024854318238794804, "loss_rpn_loc": 0.056274296119227074, "loss_sem_seg": 0.19473628513514996, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9012277950776584, "mask_rcnn/false_negative": 0.09618098010134202, "mask_rcnn/false_positive": 0.10413288729658401, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5780239330197219, "total_loss": 0.8701978315511951} {"data_time": 0.012957822007592767, "eta_seconds": 6601.095227389218, "fast_rcnn/cls_accuracy": 0.966796875, "fast_rcnn/false_negative": 0.1906652734238941, "fast_rcnn/fg_cls_accuracy": 0.7939974858579509, "iteration": 258459, "loss_box_reg": 0.19756436173338443, "loss_cls": 0.1585652814246714, "loss_mask": 0.22563502844423056, "loss_rpn_cls": 0.022864607237806922, "loss_rpn_loc": 0.05586632341146469, "loss_sem_seg": 0.19431246537715197, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9179844114286642, "mask_rcnn/false_negative": 0.07735709285710647, "mask_rcnn/false_positive": 0.0901020766332182, "roi_head/num_bg_samples": 457.25, "roi_head/num_fg_samples": 54.75, "rpn/num_neg_anchors": 241.75, "rpn/num_pos_anchors": 14.25, "time": 0.587582473483053, "total_loss": 0.862526606710162} {"data_time": 0.012200015495182015, "eta_seconds": 6590.05943194397, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.16477604318646044, "fast_rcnn/fg_cls_accuracy": 0.7487487487487487, "iteration": 258479, "loss_box_reg": 0.19696022453717887, "loss_cls": 0.15592800581362098, "loss_mask": 0.21449383674189448, "loss_rpn_cls": 0.023315931441175053, "loss_rpn_loc": 0.050973080535186455, "loss_sem_seg": 0.1911176615394652, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9186230983858054, "mask_rcnn/false_negative": 0.07512511188424315, "mask_rcnn/false_positive": 0.08608161850507542, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5719452449993696, "total_loss": 0.8511740126268705} {"data_time": 0.013064319995464757, "eta_seconds": 6582.846536350844, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.263266190166775, "fast_rcnn/fg_cls_accuracy": 0.7148633038120908, "iteration": 258499, "loss_box_reg": 0.19134099083021283, "loss_cls": 0.14422745909541845, "loss_mask": 0.21416022768244147, "loss_rpn_cls": 0.020098406701436033, "loss_rpn_loc": 0.05608094917261042, "loss_sem_seg": 0.2055207584053278, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8932750885757559, "mask_rcnn/false_negative": 0.0934005444079366, "mask_rcnn/false_positive": 0.11997565945585795, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5729187304823427, "total_loss": 0.827436305640731} {"data_time": 0.013290010989294387, "eta_seconds": 6571.699985533356, "fast_rcnn/cls_accuracy": 0.95654296875, "fast_rcnn/false_negative": 0.1932092665788318, "fast_rcnn/fg_cls_accuracy": 0.7929864253393665, "iteration": 258519, "loss_box_reg": 0.20787633291911334, "loss_cls": 0.15207352756988257, "loss_mask": 0.21413337578997016, "loss_rpn_cls": 0.023754058332997374, "loss_rpn_loc": 0.05825426639057696, "loss_sem_seg": 0.21165785379707813, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9101767065521861, "mask_rcnn/false_negative": 0.08480977627270851, "mask_rcnn/false_positive": 0.0967988786229354, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 235.75, "rpn/num_pos_anchors": 20.25, "time": 0.5654223034944152, "total_loss": 0.8527324558308464} {"data_time": 0.012161218488472514, "eta_seconds": 6557.468925003632, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.2672533259423503, "fast_rcnn/fg_cls_accuracy": 0.6918232605383443, "iteration": 258539, "loss_box_reg": 0.20445276843383908, "loss_cls": 0.14406611339654773, "loss_mask": 0.22225523833185434, "loss_rpn_cls": 0.025609472300857306, "loss_rpn_loc": 0.051740821814746596, "loss_sem_seg": 0.18443405395373702, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.893728541935549, "mask_rcnn/false_negative": 0.08130936203356506, "mask_rcnn/false_positive": 0.12149921252268583, "roi_head/num_bg_samples": 425.25, "roi_head/num_fg_samples": 86.75, "rpn/num_neg_anchors": 204.25, "rpn/num_pos_anchors": 51.75, "time": 0.5597198805044172, "total_loss": 0.8525313114805613} {"data_time": 0.01205186199513264, "eta_seconds": 6544.29910258406, "fast_rcnn/cls_accuracy": 0.9599609375, "fast_rcnn/false_negative": 0.15229885057471265, "fast_rcnn/fg_cls_accuracy": 0.8332312716880996, "iteration": 258559, "loss_box_reg": 0.1887690918520093, "loss_cls": 0.14391740690916777, "loss_mask": 0.21152159059420228, "loss_rpn_cls": 0.02053730144552901, "loss_rpn_loc": 0.05524230493756477, "loss_sem_seg": 0.18469040794298053, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9131899381374171, "mask_rcnn/false_negative": 0.07299399250438124, "mask_rcnn/false_positive": 0.08881669913651549, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5639477834920399, "total_loss": 0.8129190495237708} {"data_time": 0.012711206494714133, "eta_seconds": 6529.827407219214, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.2296861329833771, "fast_rcnn/fg_cls_accuracy": 0.7527805864509606, "iteration": 258579, "loss_box_reg": 0.17981133656576276, "loss_cls": 0.1451791092986241, "loss_mask": 0.21112097799777985, "loss_rpn_cls": 0.021889303912757896, "loss_rpn_loc": 0.057073871947068255, "loss_sem_seg": 0.19539402710506693, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8971956479403733, "mask_rcnn/false_negative": 0.08172473341315128, "mask_rcnn/false_positive": 0.12531026514928578, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.5621004350105068, "total_loss": 0.8269240008266934} {"data_time": 0.012408167502144352, "eta_seconds": 6514.704986034427, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.1905598717474411, "fast_rcnn/fg_cls_accuracy": 0.7739906103286385, "iteration": 258599, "loss_box_reg": 0.19839551765471697, "loss_cls": 0.1545941048534587, "loss_mask": 0.22187687829136848, "loss_rpn_cls": 0.025360437473864295, "loss_rpn_loc": 0.058680544287199154, "loss_sem_seg": 0.2130738403648138, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9090597983111719, "mask_rcnn/false_negative": 0.08314572182235849, "mask_rcnn/false_positive": 0.09199133684377025, "roi_head/num_bg_samples": 429.0, "roi_head/num_fg_samples": 83.0, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5562933260080172, "total_loss": 0.8603258491566521} {"data_time": 0.011740208996343426, "eta_seconds": 6503.276681524236, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.20793936279547792, "fast_rcnn/fg_cls_accuracy": 0.7298549107142858, "iteration": 258619, "loss_box_reg": 0.1942642186768353, "loss_cls": 0.15185269457288086, "loss_mask": 0.21283874567598104, "loss_rpn_cls": 0.021933408395852894, "loss_rpn_loc": 0.055080276579246856, "loss_sem_seg": 0.19119425222743303, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9126848045235821, "mask_rcnn/false_negative": 0.07079808764215292, "mask_rcnn/false_positive": 0.11177527709551778, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5746458740031812, "total_loss": 0.8324409959896002} {"data_time": 0.011655287991743535, "eta_seconds": 6495.523086718982, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.2377247273798998, "fast_rcnn/fg_cls_accuracy": 0.7461982461982462, "iteration": 258639, "loss_box_reg": 0.1931053368607536, "loss_cls": 0.15955646825022995, "loss_mask": 0.2243951065465808, "loss_rpn_cls": 0.023378707013762323, "loss_rpn_loc": 0.057999236159957945, "loss_sem_seg": 0.18109457194805145, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9145303481240982, "mask_rcnn/false_negative": 0.08040810100633826, "mask_rcnn/false_positive": 0.09539533138133352, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5744636739982525, "total_loss": 0.8302934851963073} {"data_time": 0.012596931992447935, "eta_seconds": 6482.695842522677, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.1780250747642052, "fast_rcnn/fg_cls_accuracy": 0.7877492877492878, "iteration": 258659, "loss_box_reg": 0.20707441214472055, "loss_cls": 0.15392261231318116, "loss_mask": 0.21751072816550732, "loss_rpn_cls": 0.02295995889653568, "loss_rpn_loc": 0.06123513332568109, "loss_sem_seg": 0.19516389083582908, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9080880136767298, "mask_rcnn/false_negative": 0.0842065059697097, "mask_rcnn/false_positive": 0.09335750436582468, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5644183080003131, "total_loss": 0.8545984163547473} {"data_time": 0.013156717002857476, "eta_seconds": 6472.653539718827, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.2580275229357798, "fast_rcnn/fg_cls_accuracy": 0.7419724770642202, "iteration": 258679, "loss_box_reg": 0.21016010153107345, "loss_cls": 0.16442902339622378, "loss_mask": 0.2235795040614903, "loss_rpn_cls": 0.02699604997633287, "loss_rpn_loc": 0.06566569942515343, "loss_sem_seg": 0.21797633194364607, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8839718829062668, "mask_rcnn/false_negative": 0.09155127022148996, "mask_rcnn/false_positive": 0.13526330393293357, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.572327399495407, "total_loss": 0.9006227258068975} {"data_time": 0.013299287500558421, "eta_seconds": 6462.379373284522, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.1971300803803917, "fast_rcnn/fg_cls_accuracy": 0.7751112523839796, "iteration": 258699, "loss_box_reg": 0.20018758531659842, "loss_cls": 0.17026128951692954, "loss_mask": 0.2273731636814773, "loss_rpn_cls": 0.031156673333043727, "loss_rpn_loc": 0.0692818365059793, "loss_sem_seg": 0.1833189050666988, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9092006906801888, "mask_rcnn/false_negative": 0.0852559132005134, "mask_rcnn/false_positive": 0.08835098435802678, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5733027300157119, "total_loss": 0.8639235248992918} {"data_time": 0.01281660249514971, "eta_seconds": 6453.111780581661, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.28178919729932483, "fast_rcnn/fg_cls_accuracy": 0.7037398085785183, "iteration": 258719, "loss_box_reg": 0.20494465855881572, "loss_cls": 0.1641811114968732, "loss_mask": 0.2174310781992972, "loss_rpn_cls": 0.020701551340607693, "loss_rpn_loc": 0.059449298947583884, "loss_sem_seg": 0.18984756828285754, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8985210736228393, "mask_rcnn/false_negative": 0.0811575207662846, "mask_rcnn/false_positive": 0.11555605128399807, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5756499295093818, "total_loss": 0.8934174236637773} {"data_time": 0.011635175498668104, "eta_seconds": 6441.671107271526, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.23756167763157893, "fast_rcnn/fg_cls_accuracy": 0.7366346234927059, "iteration": 258739, "loss_box_reg": 0.19556388957425952, "loss_cls": 0.15726968075614423, "loss_mask": 0.2134447549469769, "loss_rpn_cls": 0.022086429147748277, "loss_rpn_loc": 0.06168104588869028, "loss_sem_seg": 0.1949181417003274, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9213869125557163, "mask_rcnn/false_negative": 0.07120901894572197, "mask_rcnn/false_positive": 0.08214953870155262, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5727320534933824, "total_loss": 0.836182015023951} {"data_time": 0.013195102001191117, "eta_seconds": 6427.645835698553, "fast_rcnn/cls_accuracy": 0.95654296875, "fast_rcnn/false_negative": 0.18358633776091082, "fast_rcnn/fg_cls_accuracy": 0.8035104364326375, "iteration": 258759, "loss_box_reg": 0.18491287087090313, "loss_cls": 0.13370842509903014, "loss_mask": 0.2148236958310008, "loss_rpn_cls": 0.020304724383095163, "loss_rpn_loc": 0.04899011997622438, "loss_sem_seg": 0.19308048859238625, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9175631601324741, "mask_rcnn/false_negative": 0.07232626429140973, "mask_rcnn/false_positive": 0.08190996304031482, "roi_head/num_bg_samples": 458.5, "roi_head/num_fg_samples": 53.5, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5525857845059363, "total_loss": 0.810224656102946} {"data_time": 0.012312399994698353, "eta_seconds": 6416.20976090859, "fast_rcnn/cls_accuracy": 0.9580078125, "fast_rcnn/false_negative": 0.21363636363636362, "fast_rcnn/fg_cls_accuracy": 0.7696969696969698, "iteration": 258779, "loss_box_reg": 0.1921064192429185, "loss_cls": 0.14502302464097738, "loss_mask": 0.2113752793520689, "loss_rpn_cls": 0.021854391045508237, "loss_rpn_loc": 0.05345373210730031, "loss_sem_seg": 0.20975031377747655, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9074276783398738, "mask_rcnn/false_negative": 0.06450503520215264, "mask_rcnn/false_positive": 0.11017071299740476, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5608123785059433, "total_loss": 0.8384065381287655} {"data_time": 0.01229304050502833, "eta_seconds": 6404.773686118628, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.16485557722671124, "fast_rcnn/fg_cls_accuracy": 0.8164060754969846, "iteration": 258799, "loss_box_reg": 0.20688758813776076, "loss_cls": 0.1581747313030064, "loss_mask": 0.2192782862111926, "loss_rpn_cls": 0.025329411364509724, "loss_rpn_loc": 0.05762504963786341, "loss_sem_seg": 0.17949790344573557, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9014300673043716, "mask_rcnn/false_negative": 0.08624292037861361, "mask_rcnn/false_positive": 0.09545774134932086, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5828033735015197, "total_loss": 0.8554830776629387} {"data_time": 0.014003036005306058, "eta_seconds": 6391.633285777774, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.23623360470375396, "fast_rcnn/fg_cls_accuracy": 0.7493169398907105, "iteration": 258819, "loss_box_reg": 0.20938084041699767, "loss_cls": 0.17311867733951658, "loss_mask": 0.22541737230494618, "loss_rpn_cls": 0.028358334389849915, "loss_rpn_loc": 0.06166762439534068, "loss_sem_seg": 0.1962412274442613, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9074745958732262, "mask_rcnn/false_negative": 0.08492551462675696, "mask_rcnn/false_positive": 0.09701829301845534, "roi_head/num_bg_samples": 425.0, "roi_head/num_fg_samples": 87.0, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5766173755109776, "total_loss": 0.8869955667905742} {"data_time": 0.012413771997671574, "eta_seconds": 6378.611725694718, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.29388189935064934, "fast_rcnn/fg_cls_accuracy": 0.6948617788461539, "iteration": 258839, "loss_box_reg": 0.18910308624617755, "loss_cls": 0.1543134634848684, "loss_mask": 0.21876331930980086, "loss_rpn_cls": 0.022261457626882475, "loss_rpn_loc": 0.05535237048752606, "loss_sem_seg": 0.1771185388788581, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9077299188906331, "mask_rcnn/false_negative": 0.07398173920464686, "mask_rcnn/false_positive": 0.09765764155821915, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5779439774923958, "total_loss": 0.8247140112871421} {"data_time": 0.01369581400649622, "eta_seconds": 6366.7262302879535, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.2608506944444444, "fast_rcnn/fg_cls_accuracy": 0.7313368055555556, "iteration": 258859, "loss_box_reg": 0.1945069031789899, "loss_cls": 0.15673143393360078, "loss_mask": 0.21337204799056053, "loss_rpn_cls": 0.019740815048862714, "loss_rpn_loc": 0.04306765089859255, "loss_sem_seg": 0.18351134128170088, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8941955428004535, "mask_rcnn/false_negative": 0.07716945005736073, "mask_rcnn/false_positive": 0.11281412726827836, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5702166094997665, "total_loss": 0.8355704753194004} {"data_time": 0.012051724508637562, "eta_seconds": 6354.048964057569, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.23152634766807995, "fast_rcnn/fg_cls_accuracy": 0.7320344129554657, "iteration": 258879, "loss_box_reg": 0.2014480298385024, "loss_cls": 0.14836256694979966, "loss_mask": 0.2186334291473031, "loss_rpn_cls": 0.02445794695540826, "loss_rpn_loc": 0.06174475897569209, "loss_sem_seg": 0.20232342323288321, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9083248904932228, "mask_rcnn/false_negative": 0.07858110654422326, "mask_rcnn/false_positive": 0.09092734422640991, "roi_head/num_bg_samples": 429.75, "roi_head/num_fg_samples": 82.25, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.566407366990461, "total_loss": 0.843923315682332} {"data_time": 0.012431790499249473, "eta_seconds": 6341.853790094552, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.2216341760584831, "fast_rcnn/fg_cls_accuracy": 0.7618908219025315, "iteration": 258899, "loss_box_reg": 0.21046736277639866, "loss_cls": 0.155900756129995, "loss_mask": 0.21769390627741814, "loss_rpn_cls": 0.02150406365399249, "loss_rpn_loc": 0.04861042762058787, "loss_sem_seg": 0.19810989499092102, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9030849157444668, "mask_rcnn/false_negative": 0.10078442862365611, "mask_rcnn/false_positive": 0.10160543270578046, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5698432159988442, "total_loss": 0.8309431820744066} {"data_time": 0.013054753493634053, "eta_seconds": 6328.46863020942, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.199055330634278, "fast_rcnn/fg_cls_accuracy": 0.7500505990932642, "iteration": 258919, "loss_box_reg": 0.1993683842010796, "loss_cls": 0.147451109951362, "loss_mask": 0.2175305150449276, "loss_rpn_cls": 0.02006028066102772, "loss_rpn_loc": 0.05765266728121787, "loss_sem_seg": 0.20648870803415775, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9167021488073972, "mask_rcnn/false_negative": 0.07716489517143135, "mask_rcnn/false_positive": 0.09432852756232098, "roi_head/num_bg_samples": 454.25, "roi_head/num_fg_samples": 57.75, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5705269834870705, "total_loss": 0.8464069535759791} {"data_time": 0.012612802995136008, "eta_seconds": 6317.0464325193025, "fast_rcnn/cls_accuracy": 0.9609375, "fast_rcnn/false_negative": 0.16330049261083746, "fast_rcnn/fg_cls_accuracy": 0.8216931216931217, "iteration": 258939, "loss_box_reg": 0.19895072793588042, "loss_cls": 0.16022547794273123, "loss_mask": 0.22020987747237086, "loss_rpn_cls": 0.0207891843674588, "loss_rpn_loc": 0.054614578431937844, "loss_sem_seg": 0.18828385625965893, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9315394079318474, "mask_rcnn/false_negative": 0.057649870140333445, "mask_rcnn/false_positive": 0.08269597778806212, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5801515435014153, "total_loss": 0.8567197182637756} {"data_time": 0.011756799489376135, "eta_seconds": 6306.453077217433, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.2271376506868517, "fast_rcnn/fg_cls_accuracy": 0.7345478269597511, "iteration": 258959, "loss_box_reg": 0.2007780133280903, "loss_cls": 0.1543997245025821, "loss_mask": 0.22862967755645514, "loss_rpn_cls": 0.02141203396695346, "loss_rpn_loc": 0.05097600643057376, "loss_sem_seg": 0.1815316730644554, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9118266056422568, "mask_rcnn/false_negative": 0.09132821464509755, "mask_rcnn/false_positive": 0.112057470285929, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5750744585093344, "total_loss": 0.8344171049830038} {"data_time": 0.011836898003821261, "eta_seconds": 6296.1508531332365, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.22957477305303392, "fast_rcnn/fg_cls_accuracy": 0.7580483736447039, "iteration": 258979, "loss_box_reg": 0.20729832956567407, "loss_cls": 0.16793954733293504, "loss_mask": 0.2209120844490826, "loss_rpn_cls": 0.023082288367731962, "loss_rpn_loc": 0.06511091292486526, "loss_sem_seg": 0.19042449118569493, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9012917961533122, "mask_rcnn/false_negative": 0.0797074931545434, "mask_rcnn/false_positive": 0.10815650115464545, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5835308474925114, "total_loss": 0.9358181586649152} {"data_time": 0.01245167400338687, "eta_seconds": 6282.082221858494, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.21807065217391303, "fast_rcnn/fg_cls_accuracy": 0.7661052766393442, "iteration": 258999, "loss_box_reg": 0.2156712303403765, "loss_cls": 0.1505085121607408, "loss_mask": 0.22771397326141596, "loss_rpn_cls": 0.02048852918596822, "loss_rpn_loc": 0.059583130350802094, "loss_sem_seg": 0.18150230078026652, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8975887322384575, "mask_rcnn/false_negative": 0.07864751374884313, "mask_rcnn/false_positive": 0.11433471987253696, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.5685019619995728, "total_loss": 0.8421500423100952} {"data_time": 0.012227112005348317, "eta_seconds": 6269.954648532468, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.20955177138383246, "fast_rcnn/fg_cls_accuracy": 0.7229935366465863, "iteration": 259019, "loss_box_reg": 0.20583019475452602, "loss_cls": 0.16094893612898886, "loss_mask": 0.2332396162673831, "loss_rpn_cls": 0.021930302216787823, "loss_rpn_loc": 0.05459139577578753, "loss_sem_seg": 0.19440507562831044, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8952113252708491, "mask_rcnn/false_negative": 0.10166838839566816, "mask_rcnn/false_positive": 0.10534296719668812, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 0.5613364054879639, "total_loss": 0.8760024653929577} {"data_time": 0.011860269005410373, "eta_seconds": 6256.398740272605, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.12686122692078616, "fast_rcnn/fg_cls_accuracy": 0.8671134357633213, "iteration": 259039, "loss_box_reg": 0.20459834346547723, "loss_cls": 0.16663311165757477, "loss_mask": 0.21692238235846162, "loss_rpn_cls": 0.024457623294438235, "loss_rpn_loc": 0.059955939068458974, "loss_sem_seg": 0.19097025296650827, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9257890828812649, "mask_rcnn/false_negative": 0.06256178023037116, "mask_rcnn/false_positive": 0.08886148832955018, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 235.75, "rpn/num_pos_anchors": 20.25, "time": 0.5706011044821935, "total_loss": 0.881502348005597} {"data_time": 0.01315311148937326, "eta_seconds": 6246.597362227898, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.21214352657651628, "fast_rcnn/fg_cls_accuracy": 0.7788199454866122, "iteration": 259059, "loss_box_reg": 0.21152300387620926, "loss_cls": 0.155947501945775, "loss_mask": 0.22147035971283913, "loss_rpn_cls": 0.024849895682564238, "loss_rpn_loc": 0.06421824533026665, "loss_sem_seg": 0.213837610790506, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.912172386248763, "mask_rcnn/false_negative": 0.08994541208871856, "mask_rcnn/false_positive": 0.09292193547678493, "roi_head/num_bg_samples": 427.5, "roi_head/num_fg_samples": 84.5, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5782330994989024, "total_loss": 0.8902176293340744} {"data_time": 0.011885291009093635, "eta_seconds": 6235.178666748092, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.22899159663865548, "fast_rcnn/fg_cls_accuracy": 0.7326851401717711, "iteration": 259079, "loss_box_reg": 0.20375970751047134, "loss_cls": 0.16932288755197078, "loss_mask": 0.2239500992000103, "loss_rpn_cls": 0.02440998057863908, "loss_rpn_loc": 0.0683106693031732, "loss_sem_seg": 0.19973592762835324, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9059339854362798, "mask_rcnn/false_negative": 0.08700801080619669, "mask_rcnn/false_positive": 0.10602849386452015, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.5778164249932161, "total_loss": 0.8924498376436532} {"data_time": 0.011169372504809871, "eta_seconds": 6224.977574809513, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.3113796027131783, "fast_rcnn/fg_cls_accuracy": 0.6566677203757225, "iteration": 259099, "loss_box_reg": 0.20799537864513695, "loss_cls": 0.16571934311650693, "loss_mask": 0.22167896665632725, "loss_rpn_cls": 0.024071464687040134, "loss_rpn_loc": 0.06711716880090535, "loss_sem_seg": 0.18502984126098454, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8993048865873773, "mask_rcnn/false_negative": 0.07705391909736428, "mask_rcnn/false_positive": 0.12255796807501562, "roi_head/num_bg_samples": 426.75, "roi_head/num_fg_samples": 85.25, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5703022529924056, "total_loss": 0.8870337291464239} {"data_time": 0.012824160003219731, "eta_seconds": 6213.556645399716, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.22040343915343913, "fast_rcnn/fg_cls_accuracy": 0.764765625, "iteration": 259119, "loss_box_reg": 0.19147299602627754, "loss_cls": 0.15478519070893526, "loss_mask": 0.22857115371152759, "loss_rpn_cls": 0.023090083483111812, "loss_rpn_loc": 0.056569911510450765, "loss_sem_seg": 0.17256854963488877, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8971702377146725, "mask_rcnn/false_negative": 0.09435879814237882, "mask_rcnn/false_positive": 0.1200263563650325, "roi_head/num_bg_samples": 426.75, "roi_head/num_fg_samples": 85.25, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.578562097507529, "total_loss": 0.8552862685046421} {"data_time": 0.011624441496678628, "eta_seconds": 6199.320018073238, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.24913793103448276, "fast_rcnn/fg_cls_accuracy": 0.7427028909787531, "iteration": 259139, "loss_box_reg": 0.20112000330118462, "loss_cls": 0.15533339441753924, "loss_mask": 0.2242645351216197, "loss_rpn_cls": 0.02024711274134461, "loss_rpn_loc": 0.05324009430478327, "loss_sem_seg": 0.17750090127810836, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.911384524796379, "mask_rcnn/false_negative": 0.07848466258341087, "mask_rcnn/false_positive": 0.10842929157259833, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5631286135030678, "total_loss": 0.8489645591325825} {"data_time": 0.012879914487712085, "eta_seconds": 6189.503884828868, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.21888320545609546, "fast_rcnn/fg_cls_accuracy": 0.7433516251582946, "iteration": 259159, "loss_box_reg": 0.20035958825610578, "loss_cls": 0.15756162605248392, "loss_mask": 0.21886652056127787, "loss_rpn_cls": 0.022913686510946718, "loss_rpn_loc": 0.06130354275228456, "loss_sem_seg": 0.19370711466763169, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9043114209546377, "mask_rcnn/false_negative": 0.09600642839258834, "mask_rcnn/false_positive": 0.09818242340828268, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5604763144947356, "total_loss": 0.8565923824062338} {"data_time": 0.011595448493608274, "eta_seconds": 6179.293857170327, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.1935811102477769, "fast_rcnn/fg_cls_accuracy": 0.76007326007326, "iteration": 259179, "loss_box_reg": 0.18242694158107042, "loss_cls": 0.14965889928862453, "loss_mask": 0.21078261313959956, "loss_rpn_cls": 0.020728040482936194, "loss_rpn_loc": 0.04485797006782377, "loss_sem_seg": 0.2042690170928836, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9125595168137185, "mask_rcnn/false_negative": 0.06544012630455408, "mask_rcnn/false_positive": 0.09651915513638386, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.567678485007491, "total_loss": 0.8208447072829586} {"data_time": 0.012288294004974887, "eta_seconds": 6169.435098093236, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.24868421052631579, "fast_rcnn/fg_cls_accuracy": 0.75, "iteration": 259199, "loss_box_reg": 0.1981079140678048, "loss_cls": 0.15190827392507344, "loss_mask": 0.22349703218787909, "loss_rpn_cls": 0.02701206922029087, "loss_rpn_loc": 0.06048337178071961, "loss_sem_seg": 0.21091266605071723, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9023133144244012, "mask_rcnn/false_negative": 0.09156374863873958, "mask_rcnn/false_positive": 0.09960475819946592, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5802789794979617, "total_loss": 0.8998856042944681} {"data_time": 0.01247684950067196, "eta_seconds": 6157.52718757253, "fast_rcnn/cls_accuracy": 0.95849609375, "fast_rcnn/false_negative": 0.11239295259913816, "fast_rcnn/fg_cls_accuracy": 0.8680874493057233, "iteration": 259219, "loss_box_reg": 0.20544504700228572, "loss_cls": 0.15586703969165683, "loss_mask": 0.2204918642528355, "loss_rpn_cls": 0.02450040813710075, "loss_rpn_loc": 0.054056935536209494, "loss_sem_seg": 0.20811011199839413, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9244501568829027, "mask_rcnn/false_negative": 0.06945066206071682, "mask_rcnn/false_positive": 0.08171180878114986, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5585055905103218, "total_loss": 0.8745562867093213} {"data_time": 0.011792500503361225, "eta_seconds": 6146.58745399327, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.2900514759953776, "fast_rcnn/fg_cls_accuracy": 0.7002994011976047, "iteration": 259239, "loss_box_reg": 0.21243486530147493, "loss_cls": 0.16417786735109985, "loss_mask": 0.22518720058724284, "loss_rpn_cls": 0.02311094327887986, "loss_rpn_loc": 0.06117114139487967, "loss_sem_seg": 0.18661045096814632, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.895233045599192, "mask_rcnn/false_negative": 0.08487571451990658, "mask_rcnn/false_positive": 0.1221208471134326, "roi_head/num_bg_samples": 433.0, "roi_head/num_fg_samples": 79.0, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.5714071344846161, "total_loss": 0.886920600765734} {"data_time": 0.013546457499614917, "eta_seconds": 6135.877699123026, "fast_rcnn/cls_accuracy": 0.958984375, "fast_rcnn/false_negative": 0.15624297805407833, "fast_rcnn/fg_cls_accuracy": 0.7864234449760765, "iteration": 259259, "loss_box_reg": 0.19358473969623446, "loss_cls": 0.14041622332297266, "loss_mask": 0.2172253830358386, "loss_rpn_cls": 0.01977347869251389, "loss_rpn_loc": 0.0651972571213264, "loss_sem_seg": 0.19627776090055704, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9050851374936488, "mask_rcnn/false_negative": 0.08599664708712593, "mask_rcnn/false_positive": 0.09995372108566737, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5737420539953746, "total_loss": 0.852079573561241} {"data_time": 0.012713701507891528, "eta_seconds": 6124.452547462803, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.21278966131907306, "fast_rcnn/fg_cls_accuracy": 0.7416666666666667, "iteration": 259279, "loss_box_reg": 0.19912311830557883, "loss_cls": 0.14804082014597952, "loss_mask": 0.21545306080952287, "loss_rpn_cls": 0.02503168304974679, "loss_rpn_loc": 0.05521381372818723, "loss_sem_seg": 0.21274081943556666, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9079172656631713, "mask_rcnn/false_negative": 0.07015663615619158, "mask_rcnn/false_positive": 0.10305656373277793, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5708442119939718, "total_loss": 0.8678266663555405} {"data_time": 0.01274591549008619, "eta_seconds": 6113.027395802579, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.1966843195947502, "fast_rcnn/fg_cls_accuracy": 0.7748092296511628, "iteration": 259299, "loss_box_reg": 0.2070463845739141, "loss_cls": 0.15388301899656653, "loss_mask": 0.20856511546298862, "loss_rpn_cls": 0.023070004011970013, "loss_rpn_loc": 0.05743144349071372, "loss_sem_seg": 0.18504485255107284, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9163423546110174, "mask_rcnn/false_negative": 0.07744872521105342, "mask_rcnn/false_positive": 0.09705497495770639, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5768427534931106, "total_loss": 0.867584923227696} {"data_time": 0.01314666350663174, "eta_seconds": 6102.073916932524, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.25065410779696495, "fast_rcnn/fg_cls_accuracy": 0.717296113847838, "iteration": 259319, "loss_box_reg": 0.21243100566789508, "loss_cls": 0.1557705969316885, "loss_mask": 0.21847298182547092, "loss_rpn_cls": 0.021404522063676268, "loss_rpn_loc": 0.04976304998854175, "loss_sem_seg": 0.19827000168152153, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8911834597188847, "mask_rcnn/false_negative": 0.09298914135779815, "mask_rcnn/false_positive": 0.11321484194730994, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5790094705007505, "total_loss": 0.8286219137517037} {"data_time": 0.012035892505082302, "eta_seconds": 6091.157387429048, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.21644537451291673, "fast_rcnn/fg_cls_accuracy": 0.6976851851851852, "iteration": 259339, "loss_box_reg": 0.1963952207006514, "loss_cls": 0.14460817002691329, "loss_mask": 0.2119470089673996, "loss_rpn_cls": 0.021443183220981155, "loss_rpn_loc": 0.04940415875171311, "loss_sem_seg": 0.19196214713156223, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9070651649677045, "mask_rcnn/false_negative": 0.09283295412114091, "mask_rcnn/false_positive": 0.1095646328634047, "roi_head/num_bg_samples": 432.5, "roi_head/num_fg_samples": 79.5, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5772256545023993, "total_loss": 0.8201239453919698} {"data_time": 0.012844775497796945, "eta_seconds": 6078.751940821909, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.2616229923922232, "fast_rcnn/fg_cls_accuracy": 0.7328825021132713, "iteration": 259359, "loss_box_reg": 0.1942322114482522, "loss_cls": 0.14601284958189353, "loss_mask": 0.21301478729583323, "loss_rpn_cls": 0.01959585978056566, "loss_rpn_loc": 0.057528260978870094, "loss_sem_seg": 0.1808136363979429, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9038403675079499, "mask_rcnn/false_negative": 0.08537948504340648, "mask_rcnn/false_positive": 0.11128842346053036, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5639766390086152, "total_loss": 0.8335629792372856} {"data_time": 0.012099038998712786, "eta_seconds": 6067.326789161685, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.228515625, "fast_rcnn/fg_cls_accuracy": 0.7683863146551724, "iteration": 259379, "loss_box_reg": 0.17590255988761783, "loss_cls": 0.14832511986605823, "loss_mask": 0.20359913911670446, "loss_rpn_cls": 0.02498211266083672, "loss_rpn_loc": 0.05585112434346229, "loss_sem_seg": 0.1950267506763339, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9121628371628372, "mask_rcnn/false_negative": 0.07733468267152803, "mask_rcnn/false_positive": 0.0928600463137878, "roi_head/num_bg_samples": 428.75, "roi_head/num_fg_samples": 83.25, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5617814610013738, "total_loss": 0.7996398243194562} {"data_time": 0.011875982992933132, "eta_seconds": 6052.981443319615, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.28139708793384066, "fast_rcnn/fg_cls_accuracy": 0.7146659041921435, "iteration": 259399, "loss_box_reg": 0.20290955679956824, "loss_cls": 0.15274143207352608, "loss_mask": 0.21779998019337654, "loss_rpn_cls": 0.02402056571736466, "loss_rpn_loc": 0.06354724071570672, "loss_sem_seg": 0.19814781472086906, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.894666300936493, "mask_rcnn/false_negative": 0.07887152254696222, "mask_rcnn/false_positive": 0.12509512337154766, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.5620338774897391, "total_loss": 0.8626422187153366} {"data_time": 0.011999288006336428, "eta_seconds": 6043.773055543425, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.24746919014084506, "fast_rcnn/fg_cls_accuracy": 0.7264913007456504, "iteration": 259419, "loss_box_reg": 0.21008107252418995, "loss_cls": 0.1595924137509428, "loss_mask": 0.22092010034248233, "loss_rpn_cls": 0.024001016819966026, "loss_rpn_loc": 0.05343349918985041, "loss_sem_seg": 0.19210682960692793, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9027933088716056, "mask_rcnn/false_negative": 0.0839361816037043, "mask_rcnn/false_positive": 0.11423319465404003, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5759757045161678, "total_loss": 0.8853886938522919} {"data_time": 0.012775816503562964, "eta_seconds": 6026.881581891837, "fast_rcnn/cls_accuracy": 0.9619140625, "fast_rcnn/false_negative": 0.21054964539007093, "fast_rcnn/fg_cls_accuracy": 0.7688019652305367, "iteration": 259439, "loss_box_reg": 0.186516216956079, "loss_cls": 0.14936737751122564, "loss_mask": 0.21358183538541198, "loss_rpn_cls": 0.02030368100531632, "loss_rpn_loc": 0.049661759701848496, "loss_sem_seg": 0.20835382118821144, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9104691558118653, "mask_rcnn/false_negative": 0.087346328246944, "mask_rcnn/false_positive": 0.10656174707380578, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.5626301909942413, "total_loss": 0.8221482382359682} {"data_time": 0.01246335000905674, "eta_seconds": 6015.468114262083, "fast_rcnn/cls_accuracy": 0.96044921875, "fast_rcnn/false_negative": 0.17931794455399608, "fast_rcnn/fg_cls_accuracy": 0.8076887955437859, "iteration": 259459, "loss_box_reg": 0.19217475689947605, "loss_cls": 0.15193430753424764, "loss_mask": 0.21674306690692902, "loss_rpn_cls": 0.02191676592838121, "loss_rpn_loc": 0.056880146672483534, "loss_sem_seg": 0.19730978971347213, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9125398215506298, "mask_rcnn/false_negative": 0.07091200939444245, "mask_rcnn/false_positive": 0.1150717674844019, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 234.5, "rpn/num_pos_anchors": 21.5, "time": 0.5767030624847393, "total_loss": 0.8332746045198292} {"data_time": 0.013003235508222133, "eta_seconds": 6001.95276141497, "fast_rcnn/cls_accuracy": 0.9560546875, "fast_rcnn/false_negative": 0.16392381656804733, "fast_rcnn/fg_cls_accuracy": 0.8142011834319527, "iteration": 259479, "loss_box_reg": 0.18903228268027306, "loss_cls": 0.15483584278263152, "loss_mask": 0.2228021309711039, "loss_rpn_cls": 0.021613926815916784, "loss_rpn_loc": 0.06037284166086465, "loss_sem_seg": 0.20649465452879667, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9042775974025974, "mask_rcnn/false_negative": 0.06498575425636918, "mask_rcnn/false_positive": 0.12703342175938684, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5550331279955572, "total_loss": 0.8685888335166965} {"data_time": 0.01182162451732438, "eta_seconds": 5990.169332969279, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.19675925925925924, "fast_rcnn/fg_cls_accuracy": 0.7995455317703024, "iteration": 259499, "loss_box_reg": 0.19831258594058454, "loss_cls": 0.16022924426943064, "loss_mask": 0.22456573601812124, "loss_rpn_cls": 0.022967517224969924, "loss_rpn_loc": 0.05854703299701214, "loss_sem_seg": 0.18365383008494973, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9145241252313463, "mask_rcnn/false_negative": 0.08402784395695828, "mask_rcnn/false_positive": 0.08632001871865735, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 0.571635847518337, "total_loss": 0.8792431809556547} {"data_time": 0.012644139002077281, "eta_seconds": 5979.133817354843, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.2168253968253968, "fast_rcnn/fg_cls_accuracy": 0.7609523809523809, "iteration": 259519, "loss_box_reg": 0.19156443933025002, "loss_cls": 0.14843193185515702, "loss_mask": 0.21717936731874943, "loss_rpn_cls": 0.018861448433199257, "loss_rpn_loc": 0.05969818988523912, "loss_sem_seg": 0.17809918872080743, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9051497882383587, "mask_rcnn/false_negative": 0.08730879229903424, "mask_rcnn/false_positive": 0.11660940017555728, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.572467093996238, "total_loss": 0.792120177192146} {"data_time": 0.012550386003567837, "eta_seconds": 5969.240949785904, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.2473776223776224, "fast_rcnn/fg_cls_accuracy": 0.7526223776223776, "iteration": 259539, "loss_box_reg": 0.20293810847215354, "loss_cls": 0.15516937611391768, "loss_mask": 0.21625468414276838, "loss_rpn_cls": 0.026150869358389173, "loss_rpn_loc": 0.0668734204955399, "loss_sem_seg": 0.19713782519102097, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.89284258802953, "mask_rcnn/false_negative": 0.11052225160926141, "mask_rcnn/false_positive": 0.10245867931090605, "roi_head/num_bg_samples": 427.25, "roi_head/num_fg_samples": 84.75, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.5817062400019495, "total_loss": 0.8660303433615582} {"data_time": 0.013036552001722157, "eta_seconds": 5958.178664937368, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.25245098039215685, "fast_rcnn/fg_cls_accuracy": 0.7279980657640233, "iteration": 259559, "loss_box_reg": 0.19396786577999592, "loss_cls": 0.1466690613888204, "loss_mask": 0.21774908527731895, "loss_rpn_cls": 0.021327282818674576, "loss_rpn_loc": 0.04697320482227951, "loss_sem_seg": 0.22318438487127423, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8899603250925674, "mask_rcnn/false_negative": 0.09217159460219868, "mask_rcnn/false_positive": 0.11732995768105502, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.572686759987846, "total_loss": 0.845353941385838} {"data_time": 0.012507223509601317, "eta_seconds": 5952.091113225877, "fast_rcnn/cls_accuracy": 0.9609375, "fast_rcnn/false_negative": 0.2092985842985843, "fast_rcnn/fg_cls_accuracy": 0.7747747747747747, "iteration": 259579, "loss_box_reg": 0.21844071173109114, "loss_cls": 0.16390375746414065, "loss_mask": 0.22583431657403708, "loss_rpn_cls": 0.021450004994221672, "loss_rpn_loc": 0.05903018808749039, "loss_sem_seg": 0.18880984326824546, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.907082518636197, "mask_rcnn/false_negative": 0.07598337950190659, "mask_rcnn/false_positive": 0.10622848077752178, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.573050882507232, "total_loss": 0.8922995882439864} {"data_time": 0.011805134505266324, "eta_seconds": 5941.650120899227, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.242736899266902, "fast_rcnn/fg_cls_accuracy": 0.6978056037689064, "iteration": 259599, "loss_box_reg": 0.18988868035376072, "loss_cls": 0.1515173965599388, "loss_mask": 0.22092937445268035, "loss_rpn_cls": 0.018944301766168792, "loss_rpn_loc": 0.06638463883427903, "loss_sem_seg": 0.19868632010184228, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9092474331661751, "mask_rcnn/false_negative": 0.07902560572298514, "mask_rcnn/false_positive": 0.1053418712378975, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 238.75, "rpn/num_pos_anchors": 17.25, "time": 0.5691418570058886, "total_loss": 0.8383497477625497} {"data_time": 0.012677492486545816, "eta_seconds": 5930.44921429317, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.2603174603174603, "fast_rcnn/fg_cls_accuracy": 0.7249554367201425, "iteration": 259619, "loss_box_reg": 0.20978186465799809, "loss_cls": 0.15117962728254497, "loss_mask": 0.21504711313173175, "loss_rpn_cls": 0.02327900233103719, "loss_rpn_loc": 0.0666323562618345, "loss_sem_seg": 0.17620648245792836, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9025777540546658, "mask_rcnn/false_negative": 0.06780126674196534, "mask_rcnn/false_positive": 0.09891074650093513, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5744538480066694, "total_loss": 0.8759343014098704} {"data_time": 0.012161131002358161, "eta_seconds": 5918.111012993613, "fast_rcnn/cls_accuracy": 0.9599609375, "fast_rcnn/false_negative": 0.19722222222222224, "fast_rcnn/fg_cls_accuracy": 0.7728569706225134, "iteration": 259639, "loss_box_reg": 0.21793774561956525, "loss_cls": 0.16697824536822736, "loss_mask": 0.22343605943024158, "loss_rpn_cls": 0.023645754303288413, "loss_rpn_loc": 0.05961758748162538, "loss_sem_seg": 0.21637526340782642, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9044072273006425, "mask_rcnn/false_negative": 0.07479316151984142, "mask_rcnn/false_positive": 0.11143255062899143, "roi_head/num_bg_samples": 453.0, "roi_head/num_fg_samples": 59.0, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.5551856860111002, "total_loss": 0.9573128849624482} {"data_time": 0.012705106011708267, "eta_seconds": 5902.151168246346, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.24037467700258397, "fast_rcnn/fg_cls_accuracy": 0.7516115871073031, "iteration": 259659, "loss_box_reg": 0.1996149686165154, "loss_cls": 0.15772406151518226, "loss_mask": 0.23697846848517656, "loss_rpn_cls": 0.02660788324647001, "loss_rpn_loc": 0.05863828622386791, "loss_sem_seg": 0.1777186058461666, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8968226022803487, "mask_rcnn/false_negative": 0.09491914843022095, "mask_rcnn/false_positive": 0.10797862876174906, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 0.5508130524976877, "total_loss": 0.9055538298853207} {"data_time": 0.012828457489376888, "eta_seconds": 5888.699347194444, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.2196360845223045, "fast_rcnn/fg_cls_accuracy": 0.7683638239612682, "iteration": 259679, "loss_box_reg": 0.19723119353875518, "loss_cls": 0.14695046562701464, "loss_mask": 0.22470766538754106, "loss_rpn_cls": 0.020537703845548094, "loss_rpn_loc": 0.05710362980607897, "loss_sem_seg": 0.1913486672565341, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9055107636059463, "mask_rcnn/false_negative": 0.08069366858350394, "mask_rcnn/false_positive": 0.11499978369553499, "roi_head/num_bg_samples": 423.25, "roi_head/num_fg_samples": 88.75, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5676353110029595, "total_loss": 0.8335196961270412} {"data_time": 0.012475919007556513, "eta_seconds": 5876.081734969674, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.24568838443396226, "fast_rcnn/fg_cls_accuracy": 0.7373260611146073, "iteration": 259699, "loss_box_reg": 0.18752155033871531, "loss_cls": 0.1526681452523917, "loss_mask": 0.2114686551503837, "loss_rpn_cls": 0.022882680816110224, "loss_rpn_loc": 0.058814262854866683, "loss_sem_seg": 0.2059871139936149, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9102153861032118, "mask_rcnn/false_negative": 0.06560109254888756, "mask_rcnn/false_positive": 0.11904411580422447, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5696404800110031, "total_loss": 0.8242199145795439} {"data_time": 0.0131064695015084, "eta_seconds": 5864.334216183575, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.18449197860962568, "fast_rcnn/fg_cls_accuracy": 0.8054380814965919, "iteration": 259719, "loss_box_reg": 0.2050263376440853, "loss_cls": 0.15988868242129683, "loss_mask": 0.22222747607156634, "loss_rpn_cls": 0.0220915277777749, "loss_rpn_loc": 0.052031923085451126, "loss_sem_seg": 0.2089573385892436, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9060841836734694, "mask_rcnn/false_negative": 0.08456201321968489, "mask_rcnn/false_positive": 0.10254121121760659, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5895309330080636, "total_loss": 0.8703906241353252} {"data_time": 0.01225208950927481, "eta_seconds": 5852.652562387084, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.22591635338345864, "fast_rcnn/fg_cls_accuracy": 0.719213139801375, "iteration": 259739, "loss_box_reg": 0.20224749203771353, "loss_cls": 0.15668093517888337, "loss_mask": 0.21842316864058375, "loss_rpn_cls": 0.02523476618262066, "loss_rpn_loc": 0.06202513870084658, "loss_sem_seg": 0.2038257245440036, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9017045292142831, "mask_rcnn/false_negative": 0.08919621269582578, "mask_rcnn/false_positive": 0.09280641512512895, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5732953944971086, "total_loss": 0.8492461444657238} {"data_time": 0.012188749518827535, "eta_seconds": 5842.220152994079, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.2260878243512974, "fast_rcnn/fg_cls_accuracy": 0.7479241516966068, "iteration": 259759, "loss_box_reg": 0.19532608846202493, "loss_cls": 0.1563566189724952, "loss_mask": 0.2172086755745113, "loss_rpn_cls": 0.02209672760182002, "loss_rpn_loc": 0.05577636251109652, "loss_sem_seg": 0.1747589185833931, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9136418666415553, "mask_rcnn/false_negative": 0.07884649525556227, "mask_rcnn/false_positive": 0.09425463002998682, "roi_head/num_bg_samples": 431.75, "roi_head/num_fg_samples": 80.25, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5587883060070453, "total_loss": 0.8165483122866135} {"data_time": 0.01350341500074137, "eta_seconds": 5832.022344822486, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.277058891189326, "fast_rcnn/fg_cls_accuracy": 0.7013558848196813, "iteration": 259779, "loss_box_reg": 0.18858294596429914, "loss_cls": 0.14931255904957652, "loss_mask": 0.22414325270801783, "loss_rpn_cls": 0.020897506256005727, "loss_rpn_loc": 0.06487774905690458, "loss_sem_seg": 0.184458885807544, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8973493721337338, "mask_rcnn/false_negative": 0.09403172667220974, "mask_rcnn/false_positive": 0.11403519494569017, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5714670029992703, "total_loss": 0.8606839947569824} {"data_time": 0.01216776949877385, "eta_seconds": 5819.875438212373, "fast_rcnn/cls_accuracy": 0.95654296875, "fast_rcnn/false_negative": 0.16070686070686072, "fast_rcnn/fg_cls_accuracy": 0.8132640917451044, "iteration": 259799, "loss_box_reg": 0.19208942260593176, "loss_cls": 0.14607271226122975, "loss_mask": 0.21984071377664804, "loss_rpn_cls": 0.020804078063520137, "loss_rpn_loc": 0.056352270097704604, "loss_sem_seg": 0.18673608219251037, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9121804292369122, "mask_rcnn/false_negative": 0.07851198688957134, "mask_rcnn/false_positive": 0.0909576352429875, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5734739894978702, "total_loss": 0.845804432586192} {"data_time": 0.012435763506800868, "eta_seconds": 5807.022291946487, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.21847165991902834, "fast_rcnn/fg_cls_accuracy": 0.7569490525694905, "iteration": 259819, "loss_box_reg": 0.2122120587155223, "loss_cls": 0.1627282986883074, "loss_mask": 0.21907398756593466, "loss_rpn_cls": 0.022621700409217738, "loss_rpn_loc": 0.05817983404267579, "loss_sem_seg": 0.20050293253734708, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9118085392051558, "mask_rcnn/false_negative": 0.08511884388761218, "mask_rcnn/false_positive": 0.105333250457495, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5662333024956752, "total_loss": 0.8607422869354195} {"data_time": 0.013716289002331905, "eta_seconds": 5795.6147243363375, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.26206504875886527, "fast_rcnn/fg_cls_accuracy": 0.7338613656364861, "iteration": 259839, "loss_box_reg": 0.21083510533208027, "loss_cls": 0.16481236298568547, "loss_mask": 0.22511675115674734, "loss_rpn_cls": 0.021649541133228922, "loss_rpn_loc": 0.0519655616953969, "loss_sem_seg": 0.196006765589118, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8996712713159181, "mask_rcnn/false_negative": 0.08600501423994131, "mask_rcnn/false_positive": 0.1234524828352192, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5744698854978196, "total_loss": 0.8997929233009927} {"data_time": 0.012378743005683646, "eta_seconds": 5783.999889901417, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.20970528455284554, "fast_rcnn/fg_cls_accuracy": 0.750280583613917, "iteration": 259859, "loss_box_reg": 0.21132523892447352, "loss_cls": 0.15909459348767996, "loss_mask": 0.2326838430017233, "loss_rpn_cls": 0.025886734336381778, "loss_rpn_loc": 0.06445822246314492, "loss_sem_seg": 0.22145743248984218, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.891826137848432, "mask_rcnn/false_negative": 0.09730988487472639, "mask_rcnn/false_positive": 0.11247080616343808, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5624313050066121, "total_loss": 0.9165631459800352} {"data_time": 0.011480430504889227, "eta_seconds": 5772.799589116039, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.24930974139607234, "fast_rcnn/fg_cls_accuracy": 0.714660703869337, "iteration": 259879, "loss_box_reg": 0.213333900552243, "loss_cls": 0.156133814714849, "loss_mask": 0.22803538385778666, "loss_rpn_cls": 0.026277170472894795, "loss_rpn_loc": 0.06061406375374645, "loss_sem_seg": 0.19954824075102806, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8935673866620786, "mask_rcnn/false_negative": 0.10633038469330111, "mask_rcnn/false_positive": 0.11537385215662219, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.56954402399424, "total_loss": 0.872787172855169} {"data_time": 0.011815967984148301, "eta_seconds": 5762.042278332228, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.16921562689279224, "fast_rcnn/fg_cls_accuracy": 0.7665520593317972, "iteration": 259899, "loss_box_reg": 0.20553428726270795, "loss_cls": 0.1507930993102491, "loss_mask": 0.21910731820389628, "loss_rpn_cls": 0.025321873785287607, "loss_rpn_loc": 0.06141974630008917, "loss_sem_seg": 0.17811196390539408, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9221672701338599, "mask_rcnn/false_negative": 0.09129661558478697, "mask_rcnn/false_positive": 0.09163467070383075, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5861380209971685, "total_loss": 0.8584408953611273} {"data_time": 0.012377396997180767, "eta_seconds": 5750.94437675357, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.24043106651802304, "fast_rcnn/fg_cls_accuracy": 0.7503410059676044, "iteration": 259919, "loss_box_reg": 0.203498131246306, "loss_cls": 0.1622959062224254, "loss_mask": 0.22401650995016098, "loss_rpn_cls": 0.021445968927764625, "loss_rpn_loc": 0.0628999762411695, "loss_sem_seg": 0.19482788816094398, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9080268539199787, "mask_rcnn/false_negative": 0.07308105070988904, "mask_rcnn/false_positive": 0.08469990316765347, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5801771094993455, "total_loss": 0.8821832841576907} {"data_time": 0.012044287010212429, "eta_seconds": 5739.065312464358, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.2675776397515528, "fast_rcnn/fg_cls_accuracy": 0.7164393395549175, "iteration": 259939, "loss_box_reg": 0.2081577128265053, "loss_cls": 0.16459268995095044, "loss_mask": 0.2254841006360948, "loss_rpn_cls": 0.02768938247936603, "loss_rpn_loc": 0.06254471157444641, "loss_sem_seg": 0.20011773006990552, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.905724243301615, "mask_rcnn/false_negative": 0.08749597946351484, "mask_rcnn/false_positive": 0.1102366935708464, "roi_head/num_bg_samples": 429.75, "roi_head/num_fg_samples": 82.25, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.56818738898437, "total_loss": 0.9155888225213857} {"data_time": 0.013207602489273995, "eta_seconds": 5727.4370065848925, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.23509805441438647, "fast_rcnn/fg_cls_accuracy": 0.7441845096484272, "iteration": 259959, "loss_box_reg": 0.2119265436194837, "loss_cls": 0.16533409478142858, "loss_mask": 0.220643631182611, "loss_rpn_cls": 0.02741438293014653, "loss_rpn_loc": 0.06149807514157146, "loss_sem_seg": 0.20409655943512917, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.90563027819643, "mask_rcnn/false_negative": 0.08651722577995796, "mask_rcnn/false_positive": 0.09676008749951621, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5691259794984944, "total_loss": 0.888360602334842} {"data_time": 0.01229316249373369, "eta_seconds": 5715.070256990104, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.2614137356715979, "fast_rcnn/fg_cls_accuracy": 0.7290336781862206, "iteration": 259979, "loss_box_reg": 0.18666428118012846, "loss_cls": 0.15079517289996147, "loss_mask": 0.21299499832093716, "loss_rpn_cls": 0.020781963747140253, "loss_rpn_loc": 0.04969113937113434, "loss_sem_seg": 0.1765148435952142, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9126699280939916, "mask_rcnn/false_negative": 0.07580966158924751, "mask_rcnn/false_positive": 0.10498170329477394, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5568946955027059, "total_loss": 0.8183361117698951} {"data_time": 0.012686525995377451, "eta_seconds": 5704.998002732464, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.2553770790612896, "fast_rcnn/fg_cls_accuracy": 0.7292207792207792, "iteration": 259999, "loss_box_reg": 0.20234745147172362, "loss_cls": 0.15697524516144767, "loss_mask": 0.2198513480834663, "loss_rpn_cls": 0.02577693397324765, "loss_rpn_loc": 0.05380877417337615, "loss_sem_seg": 0.1901471666060388, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9048911142383198, "mask_rcnn/false_negative": 0.08332665417892221, "mask_rcnn/false_positive": 0.10921312028136923, "roi_head/num_bg_samples": 429.75, "roi_head/num_fg_samples": 82.25, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5797492519923253, "total_loss": 0.8230446398938511} {"data_time": 0.0124022935051471, "eta_seconds": 5694.361018409734, "fast_rcnn/cls_accuracy": 0.95556640625, "fast_rcnn/false_negative": 0.23158482142857142, "fast_rcnn/fg_cls_accuracy": 0.7505505092210294, "iteration": 260019, "loss_box_reg": 0.19846439850516617, "loss_cls": 0.1424428739119321, "loss_mask": 0.21545832185074687, "loss_rpn_cls": 0.020935990009093075, "loss_rpn_loc": 0.05754586635157466, "loss_sem_seg": 0.1725502477493137, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9190940994592143, "mask_rcnn/false_negative": 0.07620708362936043, "mask_rcnn/false_positive": 0.09554637836332278, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5671473880065605, "total_loss": 0.7957655620848527} {"data_time": 0.012468996981624514, "eta_seconds": 5683.2995056102955, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.2590011614401858, "fast_rcnn/fg_cls_accuracy": 0.7369147231618302, "iteration": 260039, "loss_box_reg": 0.20967706153169274, "loss_cls": 0.17550689121708274, "loss_mask": 0.21283530071377754, "loss_rpn_cls": 0.026082907119416632, "loss_rpn_loc": 0.07409051089780405, "loss_sem_seg": 0.21083233738318086, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8971812514592971, "mask_rcnn/false_negative": 0.08530134898201827, "mask_rcnn/false_positive": 0.11787913446288095, "roi_head/num_bg_samples": 430.25, "roi_head/num_fg_samples": 81.75, "rpn/num_neg_anchors": 205.5, "rpn/num_pos_anchors": 50.5, "time": 0.5757605864928337, "total_loss": 0.8998396240667716} {"data_time": 0.012878327499493025, "eta_seconds": 5671.078072543125, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.24759615384615385, "fast_rcnn/fg_cls_accuracy": 0.7379807692307693, "iteration": 260059, "loss_box_reg": 0.19656824716366827, "loss_cls": 0.14775869762524962, "loss_mask": 0.21940862061455846, "loss_rpn_cls": 0.018466303532477468, "loss_rpn_loc": 0.05395966669311747, "loss_sem_seg": 0.20015016570687294, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9072236432485572, "mask_rcnn/false_negative": 0.07748660109150696, "mask_rcnn/false_positive": 0.10503194644616956, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.569574682507664, "total_loss": 0.8727113985551114} {"data_time": 0.011935090500628576, "eta_seconds": 5655.898630353244, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.2507925724637681, "fast_rcnn/fg_cls_accuracy": 0.7234299516908212, "iteration": 260079, "loss_box_reg": 0.1779640675522387, "loss_cls": 0.14071100996807218, "loss_mask": 0.20766722923144698, "loss_rpn_cls": 0.019991236462374218, "loss_rpn_loc": 0.048751189082395285, "loss_sem_seg": 0.16714018594939262, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9238873795113682, "mask_rcnn/false_negative": 0.07009125795839768, "mask_rcnn/false_positive": 0.09598297217527291, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5582748385058949, "total_loss": 0.7549379835345462} {"data_time": 0.011824840999906883, "eta_seconds": 5647.316345404397, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.2426470588235294, "fast_rcnn/fg_cls_accuracy": 0.7352620087336245, "iteration": 260099, "loss_box_reg": 0.19684041989967227, "loss_cls": 0.14796993928030133, "loss_mask": 0.22032092232257128, "loss_rpn_cls": 0.020593788678525016, "loss_rpn_loc": 0.06200231931870803, "loss_sem_seg": 0.1980567395221442, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8950512738207865, "mask_rcnn/false_negative": 0.08701289060480165, "mask_rcnn/false_positive": 0.12908436344138835, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.5730261894932482, "total_loss": 0.8786971565050408} {"data_time": 0.013124577992130071, "eta_seconds": 5634.54195865053, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.2734563123495012, "fast_rcnn/fg_cls_accuracy": 0.6955882352941176, "iteration": 260119, "loss_box_reg": 0.17687554378062487, "loss_cls": 0.13754096068441868, "loss_mask": 0.20802528131753206, "loss_rpn_cls": 0.020211475298310688, "loss_rpn_loc": 0.05604437319561839, "loss_sem_seg": 0.20325452601537108, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9109210676991452, "mask_rcnn/false_negative": 0.06676053403310928, "mask_rcnn/false_positive": 0.11058874688542156, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5667535190150375, "total_loss": 0.8007678679186938} {"data_time": 0.011952280503464863, "eta_seconds": 5618.694003119643, "fast_rcnn/cls_accuracy": 0.95751953125, "fast_rcnn/false_negative": 0.30885291179408825, "fast_rcnn/fg_cls_accuracy": 0.6829486224869694, "iteration": 260139, "loss_box_reg": 0.20557594299316406, "loss_cls": 0.1543760597705841, "loss_mask": 0.2225152594037354, "loss_rpn_cls": 0.023413915929268114, "loss_rpn_loc": 0.055307405069470406, "loss_sem_seg": 0.20892759272828698, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.90619641312901, "mask_rcnn/false_negative": 0.08776044690389884, "mask_rcnn/false_positive": 0.10640934371286948, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5530273264885182, "total_loss": 0.8802344783707667} {"data_time": 0.01161192249855958, "eta_seconds": 5607.976878483372, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.18857573149741824, "fast_rcnn/fg_cls_accuracy": 0.7946473393574297, "iteration": 260159, "loss_box_reg": 0.1922487656120211, "loss_cls": 0.14564976131077856, "loss_mask": 0.2189627643674612, "loss_rpn_cls": 0.026775636142701842, "loss_rpn_loc": 0.0592425232171081, "loss_sem_seg": 0.1743357452796772, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9118085292152576, "mask_rcnn/false_negative": 0.0875124695986218, "mask_rcnn/false_positive": 0.09167364103952341, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.570477421511896, "total_loss": 0.8131003414855513} {"data_time": 0.01253576748422347, "eta_seconds": 5595.501388459772, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.2718475073313783, "fast_rcnn/fg_cls_accuracy": 0.6946236559139785, "iteration": 260179, "loss_box_reg": 0.22313375119119883, "loss_cls": 0.16186376591213048, "loss_mask": 0.22754270490258932, "loss_rpn_cls": 0.02541553188348189, "loss_rpn_loc": 0.06307658978039399, "loss_sem_seg": 0.19202044513076544, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8897314342403628, "mask_rcnn/false_negative": 0.0884547053236281, "mask_rcnn/false_positive": 0.12141597457960998, "roi_head/num_bg_samples": 433.0, "roi_head/num_fg_samples": 79.0, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.563084641500609, "total_loss": 0.8845169611595338} {"data_time": 0.012321731497650035, "eta_seconds": 5582.3849730065995, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.2361111111111111, "fast_rcnn/fg_cls_accuracy": 0.7464953271028038, "iteration": 260199, "loss_box_reg": 0.1998953470028937, "loss_cls": 0.15735863201553002, "loss_mask": 0.22427095100283623, "loss_rpn_cls": 0.026610595858073793, "loss_rpn_loc": 0.06203464028658345, "loss_sem_seg": 0.21003643539734185, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8940900893067507, "mask_rcnn/false_negative": 0.0854023150236317, "mask_rcnn/false_positive": 0.12633988449202527, "roi_head/num_bg_samples": 427.75, "roi_head/num_fg_samples": 84.25, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.5695041470025899, "total_loss": 0.8920209619609523} {"data_time": 0.013684926001587883, "eta_seconds": 5570.993513006586, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.18331222657149437, "fast_rcnn/fg_cls_accuracy": 0.783203125, "iteration": 260219, "loss_box_reg": 0.18383416533470154, "loss_cls": 0.1400288986042142, "loss_mask": 0.210759568028152, "loss_rpn_cls": 0.02138467692566337, "loss_rpn_loc": 0.04655987024307251, "loss_sem_seg": 0.1820840984582901, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9117288404693555, "mask_rcnn/false_negative": 0.09102500522602469, "mask_rcnn/false_positive": 0.09363295212247046, "roi_head/num_bg_samples": 418.0, "roi_head/num_fg_samples": 94.0, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.5687524329987355, "total_loss": 0.8096371243545946} {"data_time": 0.012544961995445192, "eta_seconds": 5556.504995227297, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.2153376814643383, "fast_rcnn/fg_cls_accuracy": 0.7669685851868837, "iteration": 260239, "loss_box_reg": 0.1975711677223444, "loss_cls": 0.15505290124565363, "loss_mask": 0.22830624505877495, "loss_rpn_cls": 0.021618204958940623, "loss_rpn_loc": 0.05245404507149942, "loss_sem_seg": 0.19112027646042407, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9089129802769038, "mask_rcnn/false_negative": 0.08090401692898819, "mask_rcnn/false_positive": 0.09325221061317819, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5595680859987624, "total_loss": 0.8654637007275596} {"data_time": 0.011790965480031446, "eta_seconds": 5540.950357800277, "fast_rcnn/cls_accuracy": 0.9609375, "fast_rcnn/false_negative": 0.1726137377341659, "fast_rcnn/fg_cls_accuracy": 0.798582995951417, "iteration": 260259, "loss_box_reg": 0.22260867664590478, "loss_cls": 0.17099073203280568, "loss_mask": 0.22881289292126894, "loss_rpn_cls": 0.022829344034107635, "loss_rpn_loc": 0.0653498402389232, "loss_sem_seg": 0.1724159074947238, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9034119460990975, "mask_rcnn/false_negative": 0.0860084116806582, "mask_rcnn/false_positive": 0.10440871192903026, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.5677241970115574, "total_loss": 0.9035568119052186} {"data_time": 0.012536559006548487, "eta_seconds": 5530.786586702758, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.2127593224789916, "fast_rcnn/fg_cls_accuracy": 0.75, "iteration": 260279, "loss_box_reg": 0.20748789608478546, "loss_cls": 0.15515256044454873, "loss_mask": 0.21520571317523718, "loss_rpn_cls": 0.021448175509249268, "loss_rpn_loc": 0.053951396606862545, "loss_sem_seg": 0.21797650074586272, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9113360004341398, "mask_rcnn/false_negative": 0.0752420966460374, "mask_rcnn/false_positive": 0.11264276993179413, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5784043794992613, "total_loss": 0.8676470848549798} {"data_time": 0.01278156551416032, "eta_seconds": 5517.424459572721, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.28055456807678636, "fast_rcnn/fg_cls_accuracy": 0.6954980842911878, "iteration": 260299, "loss_box_reg": 0.20526792109012604, "loss_cls": 0.16943250503391027, "loss_mask": 0.227936252951622, "loss_rpn_cls": 0.021076224220450968, "loss_rpn_loc": 0.06354999309405684, "loss_sem_seg": 0.21274960995651782, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9127657878310899, "mask_rcnn/false_negative": 0.08448351331841783, "mask_rcnn/false_positive": 0.1008542367615956, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 0.5609207439993042, "total_loss": 0.9025285654806794} {"data_time": 0.013461745009408332, "eta_seconds": 5503.9345929975825, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.2112214312476583, "fast_rcnn/fg_cls_accuracy": 0.7796507797056886, "iteration": 260319, "loss_box_reg": 0.1926112414803356, "loss_cls": 0.1418325596023351, "loss_mask": 0.21814371645450592, "loss_rpn_cls": 0.024592889662017114, "loss_rpn_loc": 0.0502743091492448, "loss_sem_seg": 0.20539596863090992, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9072571316962649, "mask_rcnn/false_negative": 0.07599805774556224, "mask_rcnn/false_positive": 0.12333895093565578, "roi_head/num_bg_samples": 425.75, "roi_head/num_fg_samples": 86.25, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5692803294950863, "total_loss": 0.8491540512586653} {"data_time": 0.01200599099684041, "eta_seconds": 5492.160490883922, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.19960474308300397, "fast_rcnn/fg_cls_accuracy": 0.773854846140789, "iteration": 260339, "loss_box_reg": 0.20816655969247222, "loss_cls": 0.15753760794177651, "loss_mask": 0.22538104001432657, "loss_rpn_cls": 0.020605197589247837, "loss_rpn_loc": 0.0603421170526417, "loss_sem_seg": 0.19116611313074827, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9024148987658305, "mask_rcnn/false_negative": 0.09855495872639311, "mask_rcnn/false_positive": 0.11056358023630104, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.5680600784980925, "total_loss": 0.8793904555786867} {"data_time": 0.012252780012204312, "eta_seconds": 5480.790735183924, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.2100038427052645, "fast_rcnn/fg_cls_accuracy": 0.7576976840832672, "iteration": 260359, "loss_box_reg": 0.18409414845518768, "loss_cls": 0.1317638496402651, "loss_mask": 0.2055835840292275, "loss_rpn_cls": 0.018873246470320737, "loss_rpn_loc": 0.04906158002268057, "loss_sem_seg": 0.1899325407575816, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9129241880175983, "mask_rcnn/false_negative": 0.08216616408696623, "mask_rcnn/false_positive": 0.09780387980870334, "roi_head/num_bg_samples": 431.0, "roi_head/num_fg_samples": 81.0, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5603360085078748, "total_loss": 0.7946765589090319} {"data_time": 0.011948044513701461, "eta_seconds": 5470.821830711095, "fast_rcnn/cls_accuracy": 0.958984375, "fast_rcnn/false_negative": 0.1512503552145496, "fast_rcnn/fg_cls_accuracy": 0.8487496447854503, "iteration": 260379, "loss_box_reg": 0.20281759020872414, "loss_cls": 0.1516221147030592, "loss_mask": 0.2236432395875454, "loss_rpn_cls": 0.02255258666264126, "loss_rpn_loc": 0.05769191126455553, "loss_sem_seg": 0.19454485271126032, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9164047510029654, "mask_rcnn/false_negative": 0.08341629379751452, "mask_rcnn/false_positive": 0.088832115774302, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 239.5, "rpn/num_pos_anchors": 16.5, "time": 0.5716071185015608, "total_loss": 0.8907564881374128} {"data_time": 0.012589815494720824, "eta_seconds": 5459.018716599938, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.24571006741322637, "fast_rcnn/fg_cls_accuracy": 0.7276863374816004, "iteration": 260399, "loss_box_reg": 0.2065309555036947, "loss_cls": 0.16315357014536858, "loss_mask": 0.21842643385753036, "loss_rpn_cls": 0.023241384464199655, "loss_rpn_loc": 0.06219808453170117, "loss_sem_seg": 0.16398319936706685, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8995615120228957, "mask_rcnn/false_negative": 0.08991523209567696, "mask_rcnn/false_positive": 0.09963133433213811, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.5603284300013911, "total_loss": 0.8469453688230715} {"data_time": 0.012270816005184315, "eta_seconds": 5448.110416658936, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.23114393463230673, "fast_rcnn/fg_cls_accuracy": 0.7240159307091485, "iteration": 260419, "loss_box_reg": 0.1903952034190297, "loss_cls": 0.14894021721556783, "loss_mask": 0.2125139245763421, "loss_rpn_cls": 0.020991394922020845, "loss_rpn_loc": 0.061298140324652195, "loss_sem_seg": 0.18453860128647648, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.916276275481755, "mask_rcnn/false_negative": 0.06771684641399656, "mask_rcnn/false_positive": 0.11138495046334101, "roi_head/num_bg_samples": 429.75, "roi_head/num_fg_samples": 82.25, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5705614650069037, "total_loss": 0.8317543944031058} {"data_time": 0.01249799800280016, "eta_seconds": 5438.255596891118, "fast_rcnn/cls_accuracy": 0.9599609375, "fast_rcnn/false_negative": 0.19975067126965862, "fast_rcnn/fg_cls_accuracy": 0.7992424242424242, "iteration": 260439, "loss_box_reg": 0.20270462683402002, "loss_cls": 0.1663269849959761, "loss_mask": 0.22877323208376765, "loss_rpn_cls": 0.019724181251149275, "loss_rpn_loc": 0.04906524783291388, "loss_sem_seg": 0.18369494890794158, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9102681792413936, "mask_rcnn/false_negative": 0.08745813088454835, "mask_rcnn/false_positive": 0.09044634494076298, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.558631518506445, "total_loss": 0.8771080126098241} {"data_time": 0.012085100504918955, "eta_seconds": 5424.903403299657, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.20866336633663368, "fast_rcnn/fg_cls_accuracy": 0.7264764938032264, "iteration": 260459, "loss_box_reg": 0.1926607913337648, "loss_cls": 0.15444813552312553, "loss_mask": 0.21747153718024492, "loss_rpn_cls": 0.024064266686764313, "loss_rpn_loc": 0.07310985203366727, "loss_sem_seg": 0.1948659708723426, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9021209153304179, "mask_rcnn/false_negative": 0.07057801105567381, "mask_rcnn/false_positive": 0.1052457462846428, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5608147909952095, "total_loss": 0.8527593529888691} {"data_time": 0.011832361007691361, "eta_seconds": 5418.212627175308, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.2232142857142857, "fast_rcnn/fg_cls_accuracy": 0.7378630136986302, "iteration": 260479, "loss_box_reg": 0.2019668179564178, "loss_cls": 0.1419698321260512, "loss_mask": 0.20878434320911765, "loss_rpn_cls": 0.018942900671390817, "loss_rpn_loc": 0.06265780294779688, "loss_sem_seg": 0.18165111262351274, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9021811193158178, "mask_rcnn/false_negative": 0.10228225014780526, "mask_rcnn/false_positive": 0.10538883114755311, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5897867205057992, "total_loss": 0.8026605961786117} {"data_time": 0.011984029508312233, "eta_seconds": 5407.928198541049, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.24226460389437182, "fast_rcnn/fg_cls_accuracy": 0.7189009661835748, "iteration": 260499, "loss_box_reg": 0.2108930954709649, "loss_cls": 0.162449378403835, "loss_mask": 0.23672554595395923, "loss_rpn_cls": 0.021436865785744885, "loss_rpn_loc": 0.06396397756179795, "loss_sem_seg": 0.18689781153807417, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8931586901064774, "mask_rcnn/false_negative": 0.09397253815169139, "mask_rcnn/false_positive": 0.11655823610427737, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.5729541025066283, "total_loss": 0.8982223129278282} {"data_time": 0.011756603009416722, "eta_seconds": 5395.449418994758, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.2519230769230769, "fast_rcnn/fg_cls_accuracy": 0.7255499760879962, "iteration": 260519, "loss_box_reg": 0.1946758315898478, "loss_cls": 0.14907974866218865, "loss_mask": 0.21527432976290584, "loss_rpn_cls": 0.021761781281384174, "loss_rpn_loc": 0.05048631445970386, "loss_sem_seg": 0.1871793307363987, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8945807730167682, "mask_rcnn/false_negative": 0.08385854025284221, "mask_rcnn/false_positive": 0.11554787212235645, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 236.0, "rpn/num_pos_anchors": 20.0, "time": 0.5582709879963659, "total_loss": 0.8078229607126559} {"data_time": 0.01223865250358358, "eta_seconds": 5381.772287606334, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.22244019138755983, "fast_rcnn/fg_cls_accuracy": 0.7064285714285714, "iteration": 260539, "loss_box_reg": 0.20494797779247165, "loss_cls": 0.1674635240342468, "loss_mask": 0.22071252670139074, "loss_rpn_cls": 0.024432247519143857, "loss_rpn_loc": 0.06043744631460868, "loss_sem_seg": 0.20439732586964965, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9002517645066399, "mask_rcnn/false_negative": 0.09213594071250522, "mask_rcnn/false_positive": 0.10436442571341825, "roi_head/num_bg_samples": 428.0, "roi_head/num_fg_samples": 84.0, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.5662262144905981, "total_loss": 0.9096312146539276} {"data_time": 0.012482999009080231, "eta_seconds": 5371.110366224937, "fast_rcnn/cls_accuracy": 0.96240234375, "fast_rcnn/false_negative": 0.24230492628550881, "fast_rcnn/fg_cls_accuracy": 0.7414014786242367, "iteration": 260559, "loss_box_reg": 0.18468690267764032, "loss_cls": 0.15658215899020433, "loss_mask": 0.21101452456787229, "loss_rpn_cls": 0.02291280779900262, "loss_rpn_loc": 0.04777489835396409, "loss_sem_seg": 0.18746090470813215, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9189715812200892, "mask_rcnn/false_negative": 0.07084927851931835, "mask_rcnn/false_positive": 0.11148522118406506, "roi_head/num_bg_samples": 462.75, "roi_head/num_fg_samples": 49.25, "rpn/num_neg_anchors": 235.5, "rpn/num_pos_anchors": 20.5, "time": 0.5707723494997481, "total_loss": 0.8167024268786918} {"data_time": 0.012599647001479752, "eta_seconds": 5358.624200220816, "fast_rcnn/cls_accuracy": 0.96240234375, "fast_rcnn/false_negative": 0.18549311926605505, "fast_rcnn/fg_cls_accuracy": 0.8001540997706422, "iteration": 260579, "loss_box_reg": 0.1886404538527131, "loss_cls": 0.15147294610505924, "loss_mask": 0.21387457428500056, "loss_rpn_cls": 0.02294248330872506, "loss_rpn_loc": 0.056263495032908395, "loss_sem_seg": 0.18698595045134425, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8998031042182418, "mask_rcnn/false_negative": 0.07893303605887754, "mask_rcnn/false_positive": 0.09269617814956395, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5665358255064348, "total_loss": 0.8197039852384478} {"data_time": 0.01267600899154786, "eta_seconds": 5347.248286410773, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.24134615384615382, "fast_rcnn/fg_cls_accuracy": 0.7514423076923077, "iteration": 260599, "loss_box_reg": 0.1995499172480777, "loss_cls": 0.15620441362261772, "loss_mask": 0.22500409558415413, "loss_rpn_cls": 0.02515747124016343, "loss_rpn_loc": 0.0674745065625757, "loss_sem_seg": 0.1795032238587737, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8990662140570795, "mask_rcnn/false_negative": 0.08924326019744275, "mask_rcnn/false_positive": 0.10475542576744418, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.5696002484910423, "total_loss": 0.8595448785927147} {"data_time": 0.01213267949060537, "eta_seconds": 5335.425095892351, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.23756432246998285, "fast_rcnn/fg_cls_accuracy": 0.7492138364779874, "iteration": 260619, "loss_box_reg": 0.20128600439056754, "loss_cls": 0.15751326316967607, "loss_mask": 0.214101729914546, "loss_rpn_cls": 0.02415856714378606, "loss_rpn_loc": 0.06174199747329112, "loss_sem_seg": 0.20087942702230066, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9093641885675485, "mask_rcnn/false_negative": 0.08057118462205766, "mask_rcnn/false_positive": 0.08386016100224739, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5709013724990655, "total_loss": 0.8637497150193667} {"data_time": 0.011818751489045098, "eta_seconds": 5324.496458790687, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.2620509117169164, "fast_rcnn/fg_cls_accuracy": 0.683605720122574, "iteration": 260639, "loss_box_reg": 0.19273832719773054, "loss_cls": 0.1566689871251583, "loss_mask": 0.22759341169148684, "loss_rpn_cls": 0.02006494753732113, "loss_rpn_loc": 0.05525557039072737, "loss_sem_seg": 0.1980974874459207, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9098732914335701, "mask_rcnn/false_negative": 0.07846589345557634, "mask_rcnn/false_positive": 0.1162170221909258, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5693138979841024, "total_loss": 0.8594362401527178} {"data_time": 0.013311646995134652, "eta_seconds": 5320.253477422215, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.22427692819148937, "fast_rcnn/fg_cls_accuracy": 0.7680989583333333, "iteration": 260659, "loss_box_reg": 0.20561819651629776, "loss_cls": 0.15790064726024866, "loss_mask": 0.216787732206285, "loss_rpn_cls": 0.019698063581017777, "loss_rpn_loc": 0.058671532140579075, "loss_sem_seg": 0.18684336356818676, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.905007787223121, "mask_rcnn/false_negative": 0.08432592422117424, "mask_rcnn/false_positive": 0.11391452025423247, "roi_head/num_bg_samples": 426.25, "roi_head/num_fg_samples": 85.75, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5858567085087998, "total_loss": 0.8482145154739555} {"data_time": 0.012659038489800878, "eta_seconds": 5310.4078668830625, "fast_rcnn/cls_accuracy": 0.96142578125, "fast_rcnn/false_negative": 0.20507765830346475, "fast_rcnn/fg_cls_accuracy": 0.7536115007012623, "iteration": 260679, "loss_box_reg": 0.19897137815132737, "loss_cls": 0.16057646670378745, "loss_mask": 0.22104678256437182, "loss_rpn_cls": 0.024295392395288218, "loss_rpn_loc": 0.050186607375508174, "loss_sem_seg": 0.2117384618613869, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9225860107556536, "mask_rcnn/false_negative": 0.07822900633409033, "mask_rcnn/false_positive": 0.08023703869134316, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 236.0, "rpn/num_pos_anchors": 20.0, "time": 0.5757138805201976, "total_loss": 0.8622643589988002} {"data_time": 0.011993056003120728, "eta_seconds": 5298.571422672263, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.24062432839028586, "fast_rcnn/fg_cls_accuracy": 0.747155095256361, "iteration": 260699, "loss_box_reg": 0.19363740528933704, "loss_cls": 0.14825792255578563, "loss_mask": 0.21583314146846533, "loss_rpn_cls": 0.02263547033726354, "loss_rpn_loc": 0.06410222058184445, "loss_sem_seg": 0.18747989740222692, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9020748656959072, "mask_rcnn/false_negative": 0.09951219290930743, "mask_rcnn/false_positive": 0.12125768135087084, "roi_head/num_bg_samples": 433.0, "roi_head/num_fg_samples": 79.0, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5674307720037177, "total_loss": 0.8497126210295392} {"data_time": 0.012005891505395994, "eta_seconds": 5284.681935912915, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.22803997312730936, "fast_rcnn/fg_cls_accuracy": 0.7695561807188445, "iteration": 260719, "loss_box_reg": 0.18940984457731247, "loss_cls": 0.13961447100155056, "loss_mask": 0.21429502544924617, "loss_rpn_cls": 0.02218493759573903, "loss_rpn_loc": 0.055346686160191894, "loss_sem_seg": 0.1782635326962918, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9104583133744765, "mask_rcnn/false_negative": 0.07848579425102523, "mask_rcnn/false_positive": 0.08905113302602333, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.571926650009118, "total_loss": 0.808374790387461} {"data_time": 0.01246003049891442, "eta_seconds": 5275.74388489814, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.24018271066266703, "fast_rcnn/fg_cls_accuracy": 0.715872857712236, "iteration": 260739, "loss_box_reg": 0.19424458732828498, "loss_cls": 0.14730339916422963, "loss_mask": 0.21466936077922583, "loss_rpn_cls": 0.0237714724316902, "loss_rpn_loc": 0.05667399137018947, "loss_sem_seg": 0.18058181554079056, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8991200533253934, "mask_rcnn/false_negative": 0.0818358008267968, "mask_rcnn/false_positive": 0.10086022426705565, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5770299285068177, "total_loss": 0.7960262970300391} {"data_time": 0.012301693495828658, "eta_seconds": 5264.829857082543, "fast_rcnn/cls_accuracy": 0.96044921875, "fast_rcnn/false_negative": 0.24595594562037515, "fast_rcnn/fg_cls_accuracy": 0.7397948717948718, "iteration": 260759, "loss_box_reg": 0.19803535961546004, "loss_cls": 0.15784973627887666, "loss_mask": 0.22610210301354527, "loss_rpn_cls": 0.0243663561741414, "loss_rpn_loc": 0.06292563458555378, "loss_sem_seg": 0.20497103407979012, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9200699400547164, "mask_rcnn/false_negative": 0.08882281736634845, "mask_rcnn/false_positive": 0.08256360016310799, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 236.0, "rpn/num_pos_anchors": 20.0, "time": 0.5730888729885919, "total_loss": 0.8853376535444113} {"data_time": 0.012456313503207639, "eta_seconds": 5249.862926993155, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.23710193915673367, "fast_rcnn/fg_cls_accuracy": 0.7582434234452661, "iteration": 260779, "loss_box_reg": 0.20114751672372222, "loss_cls": 0.15009753173217177, "loss_mask": 0.22052633576095104, "loss_rpn_cls": 0.023138757907872787, "loss_rpn_loc": 0.05625159025657922, "loss_sem_seg": 0.1959897445049137, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9026168225911054, "mask_rcnn/false_negative": 0.09106147573141835, "mask_rcnn/false_positive": 0.09095897368240843, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5680293174955295, "total_loss": 0.8507272394363099} {"data_time": 0.011935128495679237, "eta_seconds": 5240.515174581073, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.2758975429389313, "fast_rcnn/fg_cls_accuracy": 0.7081157091201286, "iteration": 260799, "loss_box_reg": 0.19845729623921216, "loss_cls": 0.16297141858376563, "loss_mask": 0.22494033863767982, "loss_rpn_cls": 0.020167275964922737, "loss_rpn_loc": 0.06429666878830176, "loss_sem_seg": 0.22622535657137632, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8926051769456229, "mask_rcnn/false_negative": 0.0878651308850184, "mask_rcnn/false_positive": 0.12790244155798985, "roi_head/num_bg_samples": 421.5, "roi_head/num_fg_samples": 90.5, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5857295304886065, "total_loss": 0.8965528140315655} {"data_time": 0.012424462998751551, "eta_seconds": 5230.646349732153, "fast_rcnn/cls_accuracy": 0.96484375, "fast_rcnn/false_negative": 0.16052297870479687, "fast_rcnn/fg_cls_accuracy": 0.8191438191438192, "iteration": 260819, "loss_box_reg": 0.21314311493188143, "loss_cls": 0.1569401536253281, "loss_mask": 0.229427857324481, "loss_rpn_cls": 0.021291988487064373, "loss_rpn_loc": 0.06575427204370499, "loss_sem_seg": 0.19368978100828826, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9081164965986395, "mask_rcnn/false_negative": 0.08097322224468079, "mask_rcnn/false_positive": 0.08642668886617395, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 237.0, "rpn/num_pos_anchors": 19.0, "time": 0.5729782919952413, "total_loss": 0.90386179691086} {"data_time": 0.011963542507146485, "eta_seconds": 5218.776560798171, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.2425577751664708, "fast_rcnn/fg_cls_accuracy": 0.7221370855391473, "iteration": 260839, "loss_box_reg": 0.20996656501665711, "loss_cls": 0.15640019695274532, "loss_mask": 0.22589490935206413, "loss_rpn_cls": 0.029796410493872827, "loss_rpn_loc": 0.06238999843480997, "loss_sem_seg": 0.21008786954917014, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8973586291341716, "mask_rcnn/false_negative": 0.08381749836187272, "mask_rcnn/false_positive": 0.11438333407408173, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.5673461470141774, "total_loss": 0.889902300099493} {"data_time": 0.012399189494317397, "eta_seconds": 5208.1670876875, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.19113756613756613, "fast_rcnn/fg_cls_accuracy": 0.7625, "iteration": 260859, "loss_box_reg": 0.21640018501784652, "loss_cls": 0.1635270321276039, "loss_mask": 0.22820549923926592, "loss_rpn_cls": 0.025943522538909747, "loss_rpn_loc": 0.050768619679729454, "loss_sem_seg": 0.18507638480514288, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9070910895138963, "mask_rcnn/false_negative": 0.08323477581543837, "mask_rcnn/false_positive": 0.10188148337373024, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5749986145092407, "total_loss": 0.8693596917510149} {"data_time": 0.012516752496594563, "eta_seconds": 5194.95043010042, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.27496564360971143, "fast_rcnn/fg_cls_accuracy": 0.6989554992650968, "iteration": 260879, "loss_box_reg": 0.19139828527113423, "loss_cls": 0.14732283493503928, "loss_mask": 0.21096060704439878, "loss_rpn_cls": 0.02107743212764035, "loss_rpn_loc": 0.05727423029020429, "loss_sem_seg": 0.20496274903416634, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8941417557210216, "mask_rcnn/false_negative": 0.08405437042244071, "mask_rcnn/false_positive": 0.12505435156346484, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.558145199509454, "total_loss": 0.8315924462476687} {"data_time": 0.012850265498855151, "eta_seconds": 5181.349917160405, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.20300649315217983, "fast_rcnn/fg_cls_accuracy": 0.7726489590811199, "iteration": 260899, "loss_box_reg": 0.19492817332502455, "loss_cls": 0.14098131086211652, "loss_mask": 0.2105454197153449, "loss_rpn_cls": 0.018104240216416656, "loss_rpn_loc": 0.04686579434201121, "loss_sem_seg": 0.19132278440520167, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9217449960753532, "mask_rcnn/false_negative": 0.06501199916864489, "mask_rcnn/false_positive": 0.08557470180053958, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5706525449932087, "total_loss": 0.8211762863445529} {"data_time": 0.012802445999113843, "eta_seconds": 5170.0458326151565, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.2585672574531298, "fast_rcnn/fg_cls_accuracy": 0.7312550120288692, "iteration": 260919, "loss_box_reg": 0.20082342997193336, "loss_cls": 0.16436116909608245, "loss_mask": 0.2315360475331545, "loss_rpn_cls": 0.022559959652426187, "loss_rpn_loc": 0.0698502300074324, "loss_sem_seg": 0.17571408953517675, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9004500732555663, "mask_rcnn/false_negative": 0.09220753716232015, "mask_rcnn/false_positive": 0.09454677498880967, "roi_head/num_bg_samples": 430.25, "roi_head/num_fg_samples": 81.75, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.5848786194837885, "total_loss": 0.8782491607053089} {"data_time": 0.01249567601189483, "eta_seconds": 5159.412026862075, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.23957299933862433, "fast_rcnn/fg_cls_accuracy": 0.732354525862069, "iteration": 260939, "loss_box_reg": 0.19797665649093688, "loss_cls": 0.15797997696790844, "loss_mask": 0.2237632996402681, "loss_rpn_cls": 0.023712886213161255, "loss_rpn_loc": 0.06031824188539758, "loss_sem_seg": 0.18686377769336104, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8886049636756688, "mask_rcnn/false_negative": 0.10167767224183558, "mask_rcnn/false_positive": 0.118454753769582, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5714946084917756, "total_loss": 0.8638836191166774} {"data_time": 0.011428576995967887, "eta_seconds": 5148.023853311999, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.25497159090909094, "fast_rcnn/fg_cls_accuracy": 0.7096946022727273, "iteration": 260959, "loss_box_reg": 0.1993302395567298, "loss_cls": 0.1445928430184722, "loss_mask": 0.20953459572046995, "loss_rpn_cls": 0.02516037340319599, "loss_rpn_loc": 0.055277088133152574, "loss_sem_seg": 0.18836751766502857, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9110902645942098, "mask_rcnn/false_negative": 0.07003032550382096, "mask_rcnn/false_positive": 0.10041942371530233, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 234.25, "rpn/num_pos_anchors": 21.75, "time": 0.568373768022866, "total_loss": 0.8351162468479743} {"data_time": 0.01330717749078758, "eta_seconds": 5138.209334570172, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.2021505376344086, "fast_rcnn/fg_cls_accuracy": 0.7732438016528926, "iteration": 260979, "loss_box_reg": 0.199089516652748, "loss_cls": 0.15998082957230508, "loss_mask": 0.22076651407405734, "loss_rpn_cls": 0.026336211183661362, "loss_rpn_loc": 0.05567651137243956, "loss_sem_seg": 0.20862489845603704, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9219151433579567, "mask_rcnn/false_negative": 0.07259225913359926, "mask_rcnn/false_positive": 0.09005289931298766, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5647398150031222, "total_loss": 0.8901908570624073} {"data_time": 0.011076331487856805, "eta_seconds": 5124.608633105454, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.2302978883861237, "fast_rcnn/fg_cls_accuracy": 0.7090423886138614, "iteration": 260999, "loss_box_reg": 0.1789081885945052, "loss_cls": 0.15275765804108232, "loss_mask": 0.21644490119069815, "loss_rpn_cls": 0.024910425709094852, "loss_rpn_loc": 0.06085634499322623, "loss_sem_seg": 0.1837283200584352, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9005878144908757, "mask_rcnn/false_negative": 0.09409202525651247, "mask_rcnn/false_positive": 0.11176483811893069, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5751407844945788, "total_loss": 0.8388317993485543} {"data_time": 0.011781425011577085, "eta_seconds": 5115.426009730043, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.20068377669539153, "fast_rcnn/fg_cls_accuracy": 0.7875598258303645, "iteration": 261019, "loss_box_reg": 0.20866419514641166, "loss_cls": 0.15537428960669786, "loss_mask": 0.22565075755119324, "loss_rpn_cls": 0.022276645198871847, "loss_rpn_loc": 0.054557237366680056, "loss_sem_seg": 0.20083450409583747, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9092090559586263, "mask_rcnn/false_negative": 0.0744094664428519, "mask_rcnn/false_positive": 0.11069068394692483, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.5742785635084147, "total_loss": 0.8772274310758803} {"data_time": 0.013208201984525658, "eta_seconds": 5102.377341865038, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.15533625730994152, "fast_rcnn/fg_cls_accuracy": 0.7691870521373857, "iteration": 261039, "loss_box_reg": 0.20797825511544943, "loss_cls": 0.1648996346630156, "loss_mask": 0.22237882250919938, "loss_rpn_cls": 0.02355117200204404, "loss_rpn_loc": 0.05777180048607988, "loss_sem_seg": 0.20741748670116067, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9091725153991945, "mask_rcnn/false_negative": 0.07529316804429736, "mask_rcnn/false_positive": 0.11719819140869395, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5709254005050752, "total_loss": 0.8671776054106886} {"data_time": 0.013687577986274846, "eta_seconds": 5090.6164351125335, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.25029478458049886, "fast_rcnn/fg_cls_accuracy": 0.7385941043083901, "iteration": 261059, "loss_box_reg": 0.20639841118827462, "loss_cls": 0.15117748273769394, "loss_mask": 0.21770975645631552, "loss_rpn_cls": 0.02307175926580385, "loss_rpn_loc": 0.06591537705389783, "loss_sem_seg": 0.1850270985160023, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9052554057337221, "mask_rcnn/false_negative": 0.08067567331443395, "mask_rcnn/false_positive": 0.1128200870985273, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.564762703012093, "total_loss": 0.8871197727130493} {"data_time": 0.011565637003513984, "eta_seconds": 5083.3382822147105, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.2357990506329114, "fast_rcnn/fg_cls_accuracy": 0.7188521241830066, "iteration": 261079, "loss_box_reg": 0.18947649537585676, "loss_cls": 0.15080559498164803, "loss_mask": 0.20640972908586264, "loss_rpn_cls": 0.0197992752018763, "loss_rpn_loc": 0.05678424413781613, "loss_sem_seg": 0.19513957994058728, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.914280756128671, "mask_rcnn/false_negative": 0.07702603557392873, "mask_rcnn/false_positive": 0.09121434988351027, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5744718850037316, "total_loss": 0.8234582977747777} {"data_time": 0.011825024499557912, "eta_seconds": 5071.424925884086, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.2666707677165354, "fast_rcnn/fg_cls_accuracy": 0.7263567860469055, "iteration": 261099, "loss_box_reg": 0.20405130623839796, "loss_cls": 0.15857184666674584, "loss_mask": 0.2090293737128377, "loss_rpn_cls": 0.02522563214733964, "loss_rpn_loc": 0.06603294587694108, "loss_sem_seg": 0.21825018106028438, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9075901677762845, "mask_rcnn/false_negative": 0.09335107419372676, "mask_rcnn/false_positive": 0.09995232366839593, "roi_head/num_bg_samples": 424.75, "roi_head/num_fg_samples": 87.25, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5815496034920216, "total_loss": 0.8630089150065032} {"data_time": 0.013137919508153573, "eta_seconds": 5060.029745733802, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.21322843822843823, "fast_rcnn/fg_cls_accuracy": 0.777000777000777, "iteration": 261119, "loss_box_reg": 0.1995426316279918, "loss_cls": 0.15342303807847202, "loss_mask": 0.21310116909444332, "loss_rpn_cls": 0.022030226200513425, "loss_rpn_loc": 0.0584325747913681, "loss_sem_seg": 0.19053121842443943, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9181706352484986, "mask_rcnn/false_negative": 0.08103441150460536, "mask_rcnn/false_positive": 0.07933050444504655, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5752564635040471, "total_loss": 0.8548287467892806} {"data_time": 0.012063596019288525, "eta_seconds": 5050.039113634208, "fast_rcnn/cls_accuracy": 0.95751953125, "fast_rcnn/false_negative": 0.1578181818181818, "fast_rcnn/fg_cls_accuracy": 0.8189269746646797, "iteration": 261139, "loss_box_reg": 0.20871732768137008, "loss_cls": 0.1527274508262053, "loss_mask": 0.21644608862698078, "loss_rpn_cls": 0.022781991297961213, "loss_rpn_loc": 0.04963867038168246, "loss_sem_seg": 0.1926164017058909, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9200651806862833, "mask_rcnn/false_negative": 0.06786649436553731, "mask_rcnn/false_positive": 0.08970026836961136, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5646173055138206, "total_loss": 0.8374717282131314} {"data_time": 0.012170066504040733, "eta_seconds": 5039.458516102153, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.16400595998297146, "fast_rcnn/fg_cls_accuracy": 0.8082200905941913, "iteration": 261159, "loss_box_reg": 0.20019834348931909, "loss_cls": 0.1543395055923611, "loss_mask": 0.2278417805209756, "loss_rpn_cls": 0.02470982051863757, "loss_rpn_loc": 0.06793298409320414, "loss_sem_seg": 0.18715675291605294, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9070541503899238, "mask_rcnn/false_negative": 0.07827882104090789, "mask_rcnn/false_positive": 0.10421441031332773, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5748288155009504, "total_loss": 0.8794313992693787} {"data_time": 0.012837027985369787, "eta_seconds": 5028.951552372964, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.22780696902654868, "fast_rcnn/fg_cls_accuracy": 0.7471517545192161, "iteration": 261179, "loss_box_reg": 0.20451904903165996, "loss_cls": 0.14685934665612876, "loss_mask": 0.21542257303372025, "loss_rpn_cls": 0.02622057983535342, "loss_rpn_loc": 0.06115223950473592, "loss_sem_seg": 0.21174394828267395, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9183348381026388, "mask_rcnn/false_negative": 0.07969585917176704, "mask_rcnn/false_positive": 0.09962819343382728, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 235.0, "rpn/num_pos_anchors": 21.0, "time": 0.5674650630098768, "total_loss": 0.8673786409490276} {"data_time": 0.012752901500789449, "eta_seconds": 5017.549326882945, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.2606339964418567, "fast_rcnn/fg_cls_accuracy": 0.7097490744549568, "iteration": 261199, "loss_box_reg": 0.2060006019892171, "loss_cls": 0.1522917696274817, "loss_mask": 0.22738167271018028, "loss_rpn_cls": 0.02196875513186569, "loss_rpn_loc": 0.052272458298830315, "loss_sem_seg": 0.2076782719232142, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.903711587850702, "mask_rcnn/false_negative": 0.08054034971444485, "mask_rcnn/false_positive": 0.08922362759211915, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5705577219923725, "total_loss": 0.8732702929046354} {"data_time": 0.01304035600333009, "eta_seconds": 5006.147101392926, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.17973214285714284, "fast_rcnn/fg_cls_accuracy": 0.7969249394673124, "iteration": 261219, "loss_box_reg": 0.20456682331860065, "loss_cls": 0.15453880571294576, "loss_mask": 0.2183662261813879, "loss_rpn_cls": 0.021210700409938, "loss_rpn_loc": 0.054538021446205676, "loss_sem_seg": 0.17967977840453386, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9076651023818049, "mask_rcnn/false_negative": 0.08539802029235816, "mask_rcnn/false_positive": 0.09694678811333363, "roi_head/num_bg_samples": 432.5, "roi_head/num_fg_samples": 79.5, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.5665505435026716, "total_loss": 0.8466852801284404} {"data_time": 0.01156245800666511, "eta_seconds": 4998.887922008056, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.19617927144970415, "fast_rcnn/fg_cls_accuracy": 0.767578125, "iteration": 261239, "loss_box_reg": 0.18910678173415363, "loss_cls": 0.15461075399070978, "loss_mask": 0.21860166173428297, "loss_rpn_cls": 0.024625122867291793, "loss_rpn_loc": 0.06416148980497383, "loss_sem_seg": 0.17978101409971714, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9100437489860567, "mask_rcnn/false_negative": 0.09494530057420147, "mask_rcnn/false_positive": 0.10471066774770574, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5726311070175143, "total_loss": 0.8500406378079788} {"data_time": 0.012603360999491997, "eta_seconds": 4990.829871901369, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.19057787619951494, "fast_rcnn/fg_cls_accuracy": 0.7955901856763926, "iteration": 261259, "loss_box_reg": 0.19686308992095292, "loss_cls": 0.15867886086925864, "loss_mask": 0.21958077372983098, "loss_rpn_cls": 0.022346000472680316, "loss_rpn_loc": 0.0579751077311812, "loss_sem_seg": 0.17909066518768668, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9110028605740542, "mask_rcnn/false_negative": 0.07866695009732355, "mask_rcnn/false_positive": 0.11838897076758526, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.574817079512286, "total_loss": 0.8538057512632804} {"data_time": 0.012392371994792484, "eta_seconds": 4974.684784110068, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.2899954247369224, "fast_rcnn/fg_cls_accuracy": 0.6948753919788744, "iteration": 261279, "loss_box_reg": 0.19478068716125563, "loss_cls": 0.14289950852980837, "loss_mask": 0.21502945013344288, "loss_rpn_cls": 0.02340020346309757, "loss_rpn_loc": 0.05777963036962319, "loss_sem_seg": 0.20771917351521552, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.892211855576164, "mask_rcnn/false_negative": 0.08778453643364145, "mask_rcnn/false_positive": 0.12342225124020886, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5700956340006087, "total_loss": 0.8494579775422153} {"data_time": 0.012009782003588043, "eta_seconds": 4968.03392376774, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.21536224219989425, "fast_rcnn/fg_cls_accuracy": 0.7846377578001058, "iteration": 261299, "loss_box_reg": 0.19753318082075566, "loss_cls": 0.15192415053024888, "loss_mask": 0.21840003645047545, "loss_rpn_cls": 0.020380063288030215, "loss_rpn_loc": 0.0556971377809532, "loss_sem_seg": 0.20424000220373273, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.907243225158916, "mask_rcnn/false_negative": 0.07658055907641967, "mask_rcnn/false_positive": 0.11252009085951431, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5722600599983707, "total_loss": 0.8272134961794109} {"data_time": 0.011808299503172748, "eta_seconds": 4956.769863075606, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.2317725752508361, "fast_rcnn/fg_cls_accuracy": 0.7472826086956521, "iteration": 261319, "loss_box_reg": 0.1928942808881402, "loss_cls": 0.1465777497505769, "loss_mask": 0.22513445420190692, "loss_rpn_cls": 0.017734567147272173, "loss_rpn_loc": 0.06747273734072223, "loss_sem_seg": 0.17838683014269918, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9142400213097287, "mask_rcnn/false_negative": 0.08254316089310594, "mask_rcnn/false_positive": 0.09935341619799185, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5759388780134032, "total_loss": 0.8248308922993601} {"data_time": 0.011850936993141659, "eta_seconds": 4945.577388240679, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.2374876042699644, "fast_rcnn/fg_cls_accuracy": 0.7321312590851452, "iteration": 261339, "loss_box_reg": 0.19592127244686708, "loss_cls": 0.14997594332089648, "loss_mask": 0.21928821224719286, "loss_rpn_cls": 0.02126129894168116, "loss_rpn_loc": 0.05941638635704294, "loss_sem_seg": 0.1897200073581189, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9072194424636681, "mask_rcnn/false_negative": 0.08993322810147478, "mask_rcnn/false_positive": 0.09119101872668815, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.5722986644977937, "total_loss": 0.8516595499677351} {"data_time": 0.012160631507867947, "eta_seconds": 4937.984676310472, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.21093305027701548, "fast_rcnn/fg_cls_accuracy": 0.7544822868663594, "iteration": 261359, "loss_box_reg": 0.2044519849587232, "loss_cls": 0.15388580551370978, "loss_mask": 0.2186845699325204, "loss_rpn_cls": 0.022914053522981703, "loss_rpn_loc": 0.06447145751735661, "loss_sem_seg": 0.20191732328385115, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8952350688539306, "mask_rcnn/false_negative": 0.08351741451042105, "mask_rcnn/false_positive": 0.11089958239195552, "roi_head/num_bg_samples": 428.0, "roi_head/num_fg_samples": 84.0, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.5786387754924363, "total_loss": 0.9227748851753859} {"data_time": 0.013232159515609965, "eta_seconds": 4923.045981725358, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.2023879142300195, "fast_rcnn/fg_cls_accuracy": 0.7573717948717948, "iteration": 261379, "loss_box_reg": 0.2065320615656674, "loss_cls": 0.162637161440216, "loss_mask": 0.22307223733514547, "loss_rpn_cls": 0.025340501917526126, "loss_rpn_loc": 0.05511189030949026, "loss_sem_seg": 0.21192723675630987, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9090017005658022, "mask_rcnn/false_negative": 0.07738301798533476, "mask_rcnn/false_positive": 0.09974504169888004, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5610959080077009, "total_loss": 0.8873663822305389} {"data_time": 0.01162319899594877, "eta_seconds": 4911.624926205754, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.17286862334032144, "fast_rcnn/fg_cls_accuracy": 0.7980955739728444, "iteration": 261399, "loss_box_reg": 0.19692505104467273, "loss_cls": 0.1454589932691306, "loss_mask": 0.22123129246756434, "loss_rpn_cls": 0.02128270657158282, "loss_rpn_loc": 0.04947594857367221, "loss_sem_seg": 0.17957780743017793, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9106575097485181, "mask_rcnn/false_negative": 0.06817134215782905, "mask_rcnn/false_positive": 0.11673090559540389, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 235.0, "rpn/num_pos_anchors": 21.0, "time": 0.5608442314987769, "total_loss": 0.8470868591575709} {"data_time": 0.012552330503240228, "eta_seconds": 4901.189613199749, "fast_rcnn/cls_accuracy": 0.96533203125, "fast_rcnn/false_negative": 0.2045915778792491, "fast_rcnn/fg_cls_accuracy": 0.7839568248860285, "iteration": 261419, "loss_box_reg": 0.17279160511679947, "loss_cls": 0.13793568877736107, "loss_mask": 0.21199241606518626, "loss_rpn_cls": 0.02401549524802249, "loss_rpn_loc": 0.05408934858860448, "loss_sem_seg": 0.1922668102197349, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9123402228928706, "mask_rcnn/false_negative": 0.0727002204224951, "mask_rcnn/false_positive": 0.09186200939576017, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5828180254902691, "total_loss": 0.8128083388364757} {"data_time": 0.012601052003446966, "eta_seconds": 4893.953008621698, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.18406708595387838, "fast_rcnn/fg_cls_accuracy": 0.8159329140461216, "iteration": 261439, "loss_box_reg": 0.19650748139247298, "loss_cls": 0.1520178831415251, "loss_mask": 0.21183863887563348, "loss_rpn_cls": 0.024784818874650227, "loss_rpn_loc": 0.0643366256263107, "loss_sem_seg": 0.19364281767047942, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.899572407919771, "mask_rcnn/false_negative": 0.08399251141689391, "mask_rcnn/false_positive": 0.10369449053746482, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5728297394816764, "total_loss": 0.8459737308076001} {"data_time": 0.012898636006866582, "eta_seconds": 4883.622739893151, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.2912278270509978, "fast_rcnn/fg_cls_accuracy": 0.6957732815964524, "iteration": 261459, "loss_box_reg": 0.2027625134214759, "loss_cls": 0.1553374989889562, "loss_mask": 0.2250017379410565, "loss_rpn_cls": 0.020808396802749485, "loss_rpn_loc": 0.05254457768751308, "loss_sem_seg": 0.19277086621150374, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9003267158818835, "mask_rcnn/false_negative": 0.1033827036459181, "mask_rcnn/false_positive": 0.09528695380469136, "roi_head/num_bg_samples": 428.75, "roi_head/num_fg_samples": 83.25, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5719858029915486, "total_loss": 0.867609458878178} {"data_time": 0.01287282898556441, "eta_seconds": 4869.409492748702, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.22460804362644854, "fast_rcnn/fg_cls_accuracy": 0.7413417771620819, "iteration": 261479, "loss_box_reg": 0.19306056993082166, "loss_cls": 0.13537703116890043, "loss_mask": 0.21544069284573197, "loss_rpn_cls": 0.019628177178674378, "loss_rpn_loc": 0.05974968345253728, "loss_sem_seg": 0.175524560501799, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9098175408800631, "mask_rcnn/false_negative": 0.08033747792270154, "mask_rcnn/false_positive": 0.10002007541141482, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5528095005138312, "total_loss": 0.8142959494434763} {"data_time": 0.011458064007456414, "eta_seconds": 4855.4962011200405, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.2587301587301587, "fast_rcnn/fg_cls_accuracy": 0.7055555555555555, "iteration": 261499, "loss_box_reg": 0.2048011862207204, "loss_cls": 0.15739307226613164, "loss_mask": 0.2319577829912305, "loss_rpn_cls": 0.019696615465818468, "loss_rpn_loc": 0.05469724380236585, "loss_sem_seg": 0.1877495194785297, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9160491577583414, "mask_rcnn/false_negative": 0.0833266689439765, "mask_rcnn/false_positive": 0.08685865113400042, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5670708505058428, "total_loss": 0.8431389539382508} {"data_time": 0.013306426495546475, "eta_seconds": 4845.390023826316, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.19755521464923176, "fast_rcnn/fg_cls_accuracy": 0.749501391719815, "iteration": 261519, "loss_box_reg": 0.1933727206196636, "loss_cls": 0.16041206882800907, "loss_mask": 0.22058778768405318, "loss_rpn_cls": 0.023783645694493316, "loss_rpn_loc": 0.05860553923412226, "loss_sem_seg": 0.1986372321844101, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9148235028786375, "mask_rcnn/false_negative": 0.07335451525175736, "mask_rcnn/false_positive": 0.1002141710960126, "roi_head/num_bg_samples": 430.75, "roi_head/num_fg_samples": 81.25, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5722461809928063, "total_loss": 0.8614592412995989} {"data_time": 0.012411187010002322, "eta_seconds": 4835.121900967817, "fast_rcnn/cls_accuracy": 0.9560546875, "fast_rcnn/false_negative": 0.23979268871656906, "fast_rcnn/fg_cls_accuracy": 0.7457865168539326, "iteration": 261539, "loss_box_reg": 0.21203884738497436, "loss_cls": 0.1642242781817913, "loss_mask": 0.23040613811463118, "loss_rpn_cls": 0.024375659319048282, "loss_rpn_loc": 0.06043661426519975, "loss_sem_seg": 0.2062973938882351, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8979960467816173, "mask_rcnn/false_negative": 0.09334736845689581, "mask_rcnn/false_positive": 0.08909386350512509, "roi_head/num_bg_samples": 456.25, "roi_head/num_fg_samples": 55.75, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5684709729830502, "total_loss": 0.8991425284802972} {"data_time": 0.012970774492714554, "eta_seconds": 4824.760148264933, "fast_rcnn/cls_accuracy": 0.96142578125, "fast_rcnn/false_negative": 0.2581168831168831, "fast_rcnn/fg_cls_accuracy": 0.7155916708989335, "iteration": 261559, "loss_box_reg": 0.19441411760635674, "loss_cls": 0.1416357640409842, "loss_mask": 0.2143173711374402, "loss_rpn_cls": 0.02016227128842729, "loss_rpn_loc": 0.05389589177502785, "loss_sem_seg": 0.1992080060299486, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9010578364058323, "mask_rcnn/false_negative": 0.07718386817265516, "mask_rcnn/false_positive": 0.1102748287066356, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5662208009889582, "total_loss": 0.8597522531417781} {"data_time": 0.011079842006438412, "eta_seconds": 4815.971074768051, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.21277728482697428, "fast_rcnn/fg_cls_accuracy": 0.7641459545214172, "iteration": 261579, "loss_box_reg": 0.20471206353977323, "loss_cls": 0.16139806481078267, "loss_mask": 0.22833510115742683, "loss_rpn_cls": 0.025002586198752397, "loss_rpn_loc": 0.05782890249975026, "loss_sem_seg": 0.18100159242749214, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8912638540585726, "mask_rcnn/false_negative": 0.08947594957160096, "mask_rcnn/false_positive": 0.11744975240145733, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.578056127007585, "total_loss": 0.8743729224734125} {"data_time": 0.012500445503974333, "eta_seconds": 4803.572724252706, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.1975132625994695, "fast_rcnn/fg_cls_accuracy": 0.7873342175066314, "iteration": 261599, "loss_box_reg": 0.18134751287288964, "loss_cls": 0.13934120582416654, "loss_mask": 0.21388337295502424, "loss_rpn_cls": 0.01715266430619522, "loss_rpn_loc": 0.04998877280740999, "loss_sem_seg": 0.1952904516365379, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9023446432902533, "mask_rcnn/false_negative": 0.08237659506100485, "mask_rcnn/false_positive": 0.09084376996451446, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.564478660991881, "total_loss": 0.8091503335308516} {"data_time": 0.01186547901306767, "eta_seconds": 4793.095069187868, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.23292570373788646, "fast_rcnn/fg_cls_accuracy": 0.7545915368792242, "iteration": 261619, "loss_box_reg": 0.20548461796715856, "loss_cls": 0.15819293196545914, "loss_mask": 0.22407952044159174, "loss_rpn_cls": 0.026215040081297047, "loss_rpn_loc": 0.06378741364460438, "loss_sem_seg": 0.20730816456489265, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9050151640559372, "mask_rcnn/false_negative": 0.087557613469042, "mask_rcnn/false_positive": 0.09175096513070063, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5738156940060435, "total_loss": 0.8972919008811004} {"data_time": 0.011736487998859957, "eta_seconds": 4781.657066397776, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.2240507889546351, "fast_rcnn/fg_cls_accuracy": 0.7585797539391324, "iteration": 261639, "loss_box_reg": 0.18858631676994264, "loss_cls": 0.15605114703066647, "loss_mask": 0.21970096859149635, "loss_rpn_cls": 0.02287880942458287, "loss_rpn_loc": 0.04602214597980492, "loss_sem_seg": 0.20022725162561983, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9171174361185888, "mask_rcnn/false_negative": 0.07944014910392895, "mask_rcnn/false_positive": 0.10094929043345074, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5677716440113727, "total_loss": 0.836467698274646} {"data_time": 0.013188078999519348, "eta_seconds": 4768.751272751528, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.18542177607939314, "fast_rcnn/fg_cls_accuracy": 0.8107670331352193, "iteration": 261659, "loss_box_reg": 0.19118049833923578, "loss_cls": 0.15507253794930875, "loss_mask": 0.22283391328528523, "loss_rpn_cls": 0.022575070123821206, "loss_rpn_loc": 0.05572765873512253, "loss_sem_seg": 0.19082696735858917, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9159435381189731, "mask_rcnn/false_negative": 0.07140783701202776, "mask_rcnn/false_positive": 0.10824301447684159, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 233.0, "rpn/num_pos_anchors": 23.0, "time": 0.5752881259977585, "total_loss": 0.8258248909314716} {"data_time": 0.011231898504775017, "eta_seconds": 4755.030619643643, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.20875745875745877, "fast_rcnn/fg_cls_accuracy": 0.7649523809523809, "iteration": 261679, "loss_box_reg": 0.19004925392800942, "loss_cls": 0.1500023144762963, "loss_mask": 0.21804934134706855, "loss_rpn_cls": 0.019357153068995103, "loss_rpn_loc": 0.04992527747526765, "loss_sem_seg": 0.21356873447075486, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9168222789115646, "mask_rcnn/false_negative": 0.08428088634330422, "mask_rcnn/false_positive": 0.09973910056599705, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5600123795011314, "total_loss": 0.8594587929110276} {"data_time": 0.01242709849611856, "eta_seconds": 4742.283453219105, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.2430616258741259, "fast_rcnn/fg_cls_accuracy": 0.730270127118644, "iteration": 261699, "loss_box_reg": 0.2021130077773705, "loss_cls": 0.15097696986049414, "loss_mask": 0.22101837769150734, "loss_rpn_cls": 0.021682841018446197, "loss_rpn_loc": 0.06731032775132917, "loss_sem_seg": 0.205370272975415, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.91296945861678, "mask_rcnn/false_negative": 0.08672281806932819, "mask_rcnn/false_positive": 0.08909789288768667, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.564269359500031, "total_loss": 0.8711105487709574} {"data_time": 0.012344810995273292, "eta_seconds": 4730.49457701885, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.216538789428815, "fast_rcnn/fg_cls_accuracy": 0.7504379678292722, "iteration": 261719, "loss_box_reg": 0.18503315839916468, "loss_cls": 0.15532140783034265, "loss_mask": 0.21196418022736907, "loss_rpn_cls": 0.024091196224617306, "loss_rpn_loc": 0.06025724403298227, "loss_sem_seg": 0.2010389193892479, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8965698317679345, "mask_rcnn/false_negative": 0.08144590750134957, "mask_rcnn/false_positive": 0.1051175654806796, "roi_head/num_bg_samples": 430.25, "roi_head/num_fg_samples": 81.75, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.5645081464899704, "total_loss": 0.8493416431729202} {"data_time": 0.013434784501441754, "eta_seconds": 4715.769987185311, "fast_rcnn/cls_accuracy": 0.958984375, "fast_rcnn/false_negative": 0.2398482226068433, "fast_rcnn/fg_cls_accuracy": 0.7411483990147782, "iteration": 261739, "loss_box_reg": 0.18743237166199833, "loss_cls": 0.14735309802927077, "loss_mask": 0.22118982765823603, "loss_rpn_cls": 0.018850756483516307, "loss_rpn_loc": 0.0492099515395239, "loss_sem_seg": 0.18801435269415379, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8997117272947727, "mask_rcnn/false_negative": 0.08293556728132201, "mask_rcnn/false_positive": 0.11437362568568428, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5635158115037484, "total_loss": 0.8517610603303183} {"data_time": 0.011872683506226167, "eta_seconds": 4701.099299810667, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.1967869397941146, "fast_rcnn/fg_cls_accuracy": 0.7847679668418326, "iteration": 261759, "loss_box_reg": 0.19925014954060316, "loss_cls": 0.16287379211280495, "loss_mask": 0.21489306446164846, "loss_rpn_cls": 0.024660861439770088, "loss_rpn_loc": 0.07360374619020149, "loss_sem_seg": 0.18309046933427453, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9067436721343871, "mask_rcnn/false_negative": 0.09080940888270939, "mask_rcnn/false_positive": 0.10861674459483535, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5597652939904947, "total_loss": 0.8573314796267368} {"data_time": 0.011806281996541657, "eta_seconds": 4689.690249210471, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.228992628992629, "fast_rcnn/fg_cls_accuracy": 0.698721801035503, "iteration": 261779, "loss_box_reg": 0.19128611963242292, "loss_cls": 0.14734095218591392, "loss_mask": 0.21498365234583616, "loss_rpn_cls": 0.020423556452442426, "loss_rpn_loc": 0.05360057717189193, "loss_sem_seg": 0.19086814764887094, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8985707243918996, "mask_rcnn/false_negative": 0.08444533972873926, "mask_rcnn/false_positive": 0.11442169296088572, "roi_head/num_bg_samples": 427.5, "roi_head/num_fg_samples": 84.5, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.5668604734964902, "total_loss": 0.8642223579299753} {"data_time": 0.012707892004982568, "eta_seconds": 4673.403235428123, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.2400088028169014, "fast_rcnn/fg_cls_accuracy": 0.7525057320668195, "iteration": 261799, "loss_box_reg": 0.18265361001249403, "loss_cls": 0.13171436096308753, "loss_mask": 0.2059817360714078, "loss_rpn_cls": 0.02091038720391225, "loss_rpn_loc": 0.051852182601578534, "loss_sem_seg": 0.17936788848601282, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9089744956704616, "mask_rcnn/false_negative": 0.08579496381433002, "mask_rcnn/false_positive": 0.09840661016395603, "roi_head/num_bg_samples": 431.75, "roi_head/num_fg_samples": 80.25, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.5690419644961366, "total_loss": 0.7704556264397979} {"data_time": 0.012804572994355112, "eta_seconds": 4664.08452127238, "fast_rcnn/cls_accuracy": 0.95947265625, "fast_rcnn/false_negative": 0.1763157894736842, "fast_rcnn/fg_cls_accuracy": 0.7765072765072765, "iteration": 261819, "loss_box_reg": 0.1995860964525491, "loss_cls": 0.1489184193778783, "loss_mask": 0.22107560792937875, "loss_rpn_cls": 0.02616642092903021, "loss_rpn_loc": 0.05888013998628594, "loss_sem_seg": 0.18664590502157807, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8889798294618328, "mask_rcnn/false_negative": 0.0863206353556684, "mask_rcnn/false_positive": 0.13061889790306674, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5800286614830839, "total_loss": 0.87205546338555} {"data_time": 0.01242788101080805, "eta_seconds": 4652.682285552364, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.2416573971078977, "fast_rcnn/fg_cls_accuracy": 0.7583426028921023, "iteration": 261839, "loss_box_reg": 0.20407602190971375, "loss_cls": 0.1502159193623811, "loss_mask": 0.21034824568778276, "loss_rpn_cls": 0.021873714473258588, "loss_rpn_loc": 0.046736295844311826, "loss_sem_seg": 0.18674001097679138, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8994839307191198, "mask_rcnn/false_negative": 0.08458459216829395, "mask_rcnn/false_positive": 0.11344488765057234, "roi_head/num_bg_samples": 427.75, "roi_head/num_fg_samples": 84.25, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5704475204984192, "total_loss": 0.8109258938748098} {"data_time": 0.012708488487987779, "eta_seconds": 4640.381214156514, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.21258503401360546, "fast_rcnn/fg_cls_accuracy": 0.7256170382165605, "iteration": 261859, "loss_box_reg": 0.21519958414137363, "loss_cls": 0.1661719363182783, "loss_mask": 0.2236441932618618, "loss_rpn_cls": 0.021142398792107997, "loss_rpn_loc": 0.0629751427914016, "loss_sem_seg": 0.2044112755684182, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9135080193394925, "mask_rcnn/false_negative": 0.067883623052052, "mask_rcnn/false_positive": 0.10920596055521575, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5677493014954962, "total_loss": 0.903427906363504} {"data_time": 0.012314607010921463, "eta_seconds": 4629.877814112333, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.25595572310900777, "fast_rcnn/fg_cls_accuracy": 0.7308769661710839, "iteration": 261879, "loss_box_reg": 0.19487468106672168, "loss_cls": 0.15983089501969516, "loss_mask": 0.21905213920399547, "loss_rpn_cls": 0.023656174686038867, "loss_rpn_loc": 0.05159040982834995, "loss_sem_seg": 0.16297449357807636, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9024944959475065, "mask_rcnn/false_negative": 0.07464804350641668, "mask_rcnn/false_positive": 0.11883162447264732, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5650008994998643, "total_loss": 0.8433827312042013} {"data_time": 0.012420947998180054, "eta_seconds": 4616.843846444623, "fast_rcnn/cls_accuracy": 0.96435546875, "fast_rcnn/false_negative": 0.23508771929824562, "fast_rcnn/fg_cls_accuracy": 0.756140350877193, "iteration": 261899, "loss_box_reg": 0.18880120059475303, "loss_cls": 0.150206514634192, "loss_mask": 0.21728054247796535, "loss_rpn_cls": 0.026441013549629133, "loss_rpn_loc": 0.05397457326762378, "loss_sem_seg": 0.20118861878290772, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9183207971289349, "mask_rcnn/false_negative": 0.07928758991743726, "mask_rcnn/false_positive": 0.08495098535971458, "roi_head/num_bg_samples": 457.25, "roi_head/num_fg_samples": 54.75, "rpn/num_neg_anchors": 236.25, "rpn/num_pos_anchors": 19.75, "time": 0.5607618204812752, "total_loss": 0.8251074148765838} {"data_time": 0.012545887992018834, "eta_seconds": 4602.489456004216, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.2327759197324415, "fast_rcnn/fg_cls_accuracy": 0.7248787152177549, "iteration": 261919, "loss_box_reg": 0.18682501115836203, "loss_cls": 0.13802834576927125, "loss_mask": 0.2233134680427611, "loss_rpn_cls": 0.022189613697264576, "loss_rpn_loc": 0.05368443258339539, "loss_sem_seg": 0.20634336629882455, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9094975484590968, "mask_rcnn/false_negative": 0.0757956545734509, "mask_rcnn/false_positive": 0.13151293578696321, "roi_head/num_bg_samples": 431.25, "roi_head/num_fg_samples": 80.75, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.5652552525134524, "total_loss": 0.8525382515717865} {"data_time": 0.01331912049499806, "eta_seconds": 4590.3979916856915, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.20075757575757575, "fast_rcnn/fg_cls_accuracy": 0.7424242424242424, "iteration": 261939, "loss_box_reg": 0.2099083815701306, "loss_cls": 0.14474991441238672, "loss_mask": 0.22222736896947026, "loss_rpn_cls": 0.02745657239574939, "loss_rpn_loc": 0.06296399055281654, "loss_sem_seg": 0.20069233165122569, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.902748041180758, "mask_rcnn/false_negative": 0.0927839332913467, "mask_rcnn/false_positive": 0.11354281551248506, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.5590747685055248, "total_loss": 0.8462202921436983} {"data_time": 0.01287866548227612, "eta_seconds": 4578.273316619336, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.20427055781746856, "fast_rcnn/fg_cls_accuracy": 0.7530229834577661, "iteration": 261959, "loss_box_reg": 0.19782147579826415, "loss_cls": 0.1571806618012488, "loss_mask": 0.21619685040786862, "loss_rpn_cls": 0.018155111794840195, "loss_rpn_loc": 0.049476312851766124, "loss_sem_seg": 0.18531634798273444, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9073180680011332, "mask_rcnn/false_negative": 0.08771061874051818, "mask_rcnn/false_positive": 0.09529532446380357, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.556618933493155, "total_loss": 0.8241998734592926} {"data_time": 0.01297104949480854, "eta_seconds": 4567.619686305785, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.23514892216554223, "fast_rcnn/fg_cls_accuracy": 0.7357670654468684, "iteration": 261979, "loss_box_reg": 0.21725349500775337, "loss_cls": 0.17072170821484178, "loss_mask": 0.22382110822945833, "loss_rpn_cls": 0.027757998654124094, "loss_rpn_loc": 0.06222629573312588, "loss_sem_seg": 0.20526262861676514, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8987080702583242, "mask_rcnn/false_negative": 0.07255143116212709, "mask_rcnn/false_positive": 0.12649263892134224, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5781520915043075, "total_loss": 0.9280925725615816} {"data_time": 0.012271464496734552, "eta_seconds": 4555.498670099652, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.2456896551724138, "fast_rcnn/fg_cls_accuracy": 0.744140625, "iteration": 261999, "loss_box_reg": 0.2018152279779315, "loss_cls": 0.1634372619446367, "loss_mask": 0.21868334617465734, "loss_rpn_cls": 0.02360797479013854, "loss_rpn_loc": 0.0590294289868325, "loss_sem_seg": 0.20770236756652594, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.892213286199673, "mask_rcnn/false_negative": 0.09023731564178504, "mask_rcnn/false_positive": 0.11673198274737659, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5687195479986258, "total_loss": 0.867121172894258} {"data_time": 0.011841937492135912, "eta_seconds": 4540.697725550577, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.27935039643900406, "fast_rcnn/fg_cls_accuracy": 0.7154524089306697, "iteration": 262019, "loss_box_reg": 0.1964392871595919, "loss_cls": 0.1528579984442331, "loss_mask": 0.22715922771021724, "loss_rpn_cls": 0.020128494890741422, "loss_rpn_loc": 0.05280830251285806, "loss_sem_seg": 0.18631250457838178, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9053925055599163, "mask_rcnn/false_negative": 0.07971452656122775, "mask_rcnn/false_positive": 0.1219531391614781, "roi_head/num_bg_samples": 428.25, "roi_head/num_fg_samples": 83.75, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5668278774974169, "total_loss": 0.8244374396576859} {"data_time": 0.013078957505058497, "eta_seconds": 4532.724023579969, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.2244708280865863, "fast_rcnn/fg_cls_accuracy": 0.7637821307546078, "iteration": 262039, "loss_box_reg": 0.19156316295266151, "loss_cls": 0.14988754445221275, "loss_mask": 0.21260920586064458, "loss_rpn_cls": 0.019731574413981434, "loss_rpn_loc": 0.05974376725498587, "loss_sem_seg": 0.1832038180436939, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9176885736564129, "mask_rcnn/false_negative": 0.0760814743234087, "mask_rcnn/false_positive": 0.09360015044774952, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5753755969926715, "total_loss": 0.8785185237502446} {"data_time": 0.012466893487726338, "eta_seconds": 4521.366864216441, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.2386428982173663, "fast_rcnn/fg_cls_accuracy": 0.6944170447820084, "iteration": 262059, "loss_box_reg": 0.20368583593517542, "loss_cls": 0.1562504644971341, "loss_mask": 0.22928447742015123, "loss_rpn_cls": 0.018659072622540407, "loss_rpn_loc": 0.06030912487767637, "loss_sem_seg": 0.18869980843737721, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.897406811525115, "mask_rcnn/false_negative": 0.09562417851039992, "mask_rcnn/false_positive": 0.09687622587426112, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5696968264965108, "total_loss": 0.8818804165348411} {"data_time": 0.013290107512148097, "eta_seconds": 4510.310147008422, "fast_rcnn/cls_accuracy": 0.9609375, "fast_rcnn/false_negative": 0.23944016091183373, "fast_rcnn/fg_cls_accuracy": 0.7343358395989975, "iteration": 262079, "loss_box_reg": 0.21921001141890883, "loss_cls": 0.17452190176118165, "loss_mask": 0.22750874003395438, "loss_rpn_cls": 0.023228901904076338, "loss_rpn_loc": 0.06525798965594731, "loss_sem_seg": 0.18868313496932387, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9009821428571428, "mask_rcnn/false_negative": 0.0875543486471445, "mask_rcnn/false_positive": 0.09822109164661796, "roi_head/num_bg_samples": 458.75, "roi_head/num_fg_samples": 53.25, "rpn/num_neg_anchors": 238.5, "rpn/num_pos_anchors": 17.5, "time": 0.5794970074930461, "total_loss": 0.8944521059947874} {"data_time": 0.011979759496171027, "eta_seconds": 4498.5920657567185, "fast_rcnn/cls_accuracy": 0.96533203125, "fast_rcnn/false_negative": 0.2242736899266902, "fast_rcnn/fg_cls_accuracy": 0.7643668831168831, "iteration": 262099, "loss_box_reg": 0.21072580048348755, "loss_cls": 0.15957300178706646, "loss_mask": 0.22697336040437222, "loss_rpn_cls": 0.020875188298305147, "loss_rpn_loc": 0.050862134055932984, "loss_sem_seg": 0.19521415198687464, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9269531430203798, "mask_rcnn/false_negative": 0.0784127495938444, "mask_rcnn/false_positive": 0.09215113948355905, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 236.0, "rpn/num_pos_anchors": 20.0, "time": 0.5783503889979329, "total_loss": 0.8842372084491217} {"data_time": 0.012072548503056169, "eta_seconds": 4487.204666526857, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.2389016897081413, "fast_rcnn/fg_cls_accuracy": 0.7460685483870968, "iteration": 262119, "loss_box_reg": 0.19098845447297208, "loss_cls": 0.1507776111830026, "loss_mask": 0.21832649735733867, "loss_rpn_cls": 0.024638173443236155, "loss_rpn_loc": 0.05335765623021871, "loss_sem_seg": 0.16957430122420192, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9036619770088486, "mask_rcnn/false_negative": 0.08723662056380718, "mask_rcnn/false_positive": 0.11169079604851773, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.5708574305026559, "total_loss": 0.8255593152316578} {"data_time": 0.011926562990993261, "eta_seconds": 4476.755678114496, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.21732954545454547, "fast_rcnn/fg_cls_accuracy": 0.7183626875407698, "iteration": 262139, "loss_box_reg": 0.1983998571522534, "loss_cls": 0.15766498446464539, "loss_mask": 0.20417752489447594, "loss_rpn_cls": 0.020076062515727244, "loss_rpn_loc": 0.06560860702302307, "loss_sem_seg": 0.17210506461560726, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9047203336640811, "mask_rcnn/false_negative": 0.08424001609542446, "mask_rcnn/false_positive": 0.11117982342754854, "roi_head/num_bg_samples": 430.0, "roi_head/num_fg_samples": 82.0, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.5856310174858663, "total_loss": 0.8066816066257161} {"data_time": 0.011985539982561022, "eta_seconds": 4460.995666935152, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.2665320820602357, "fast_rcnn/fg_cls_accuracy": 0.7101047722868217, "iteration": 262159, "loss_box_reg": 0.17581050097942352, "loss_cls": 0.1420663115568459, "loss_mask": 0.2153553208336234, "loss_rpn_cls": 0.019145652215229347, "loss_rpn_loc": 0.04406005272176117, "loss_sem_seg": 0.18337815650738776, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9117975664557925, "mask_rcnn/false_negative": 0.09490720382034368, "mask_rcnn/false_positive": 0.09678118037120345, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.548334374485421, "total_loss": 0.794746534760634} {"data_time": 0.012629685006686486, "eta_seconds": 4451.0942422197695, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.21000565291124929, "fast_rcnn/fg_cls_accuracy": 0.7841710997720117, "iteration": 262179, "loss_box_reg": 0.19572442618664354, "loss_cls": 0.15343579091131687, "loss_mask": 0.22002443950623274, "loss_rpn_cls": 0.02004723721256596, "loss_rpn_loc": 0.0553293758421205, "loss_sem_seg": 0.19707015017047524, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9097688369616452, "mask_rcnn/false_negative": 0.0846893635652386, "mask_rcnn/false_positive": 0.1004196995938903, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5785881304909708, "total_loss": 0.8490556056858622} {"data_time": 0.012752643000567332, "eta_seconds": 4442.58631789482, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.2157097288676236, "fast_rcnn/fg_cls_accuracy": 0.7236652236652237, "iteration": 262199, "loss_box_reg": 0.1965368549572304, "loss_cls": 0.15670951746869832, "loss_mask": 0.21701864385977387, "loss_rpn_cls": 0.02403263440282899, "loss_rpn_loc": 0.05033306326367892, "loss_sem_seg": 0.17442768695764244, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9112455404938125, "mask_rcnn/false_negative": 0.08845293286974043, "mask_rcnn/false_positive": 0.1048873790175339, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5756925804889761, "total_loss": 0.8212011242940207} {"data_time": 0.013264843495562673, "eta_seconds": 4431.250523576309, "fast_rcnn/cls_accuracy": 0.96142578125, "fast_rcnn/false_negative": 0.22487854011138758, "fast_rcnn/fg_cls_accuracy": 0.7401624777862401, "iteration": 262219, "loss_box_reg": 0.20813059248030186, "loss_cls": 0.17172493832185864, "loss_mask": 0.22874765843153, "loss_rpn_cls": 0.024240549995738547, "loss_rpn_loc": 0.05865059461211786, "loss_sem_seg": 0.20598367555066943, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9168755925875973, "mask_rcnn/false_negative": 0.06853769200672576, "mask_rcnn/false_positive": 0.10647488118460588, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 239.25, "rpn/num_pos_anchors": 16.75, "time": 0.5693761830043513, "total_loss": 0.9010203296384134} {"data_time": 0.01266723551088944, "eta_seconds": 4421.882660688803, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.1975776225983351, "fast_rcnn/fg_cls_accuracy": 0.7863044936284374, "iteration": 262239, "loss_box_reg": 0.19901257054880261, "loss_cls": 0.15566601022146642, "loss_mask": 0.22245647571980953, "loss_rpn_cls": 0.022850420636132185, "loss_rpn_loc": 0.05481559981126338, "loss_sem_seg": 0.18935463088564575, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9002848742918744, "mask_rcnn/false_negative": 0.09144520854005661, "mask_rcnn/false_positive": 0.1051777998735266, "roi_head/num_bg_samples": 426.25, "roi_head/num_fg_samples": 85.75, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.5754608590068528, "total_loss": 0.8400338154460769} {"data_time": 0.012463118502637371, "eta_seconds": 4411.296559508555, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.20884199511684687, "fast_rcnn/fg_cls_accuracy": 0.7840658063015928, "iteration": 262259, "loss_box_reg": 0.226581591530703, "loss_cls": 0.17471893434412777, "loss_mask": 0.23402923019602895, "loss_rpn_cls": 0.02427850402000331, "loss_rpn_loc": 0.07004153868183494, "loss_sem_seg": 0.18038567155599594, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.899876247372112, "mask_rcnn/false_negative": 0.07576796025274145, "mask_rcnn/false_positive": 0.10305457700095416, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5868672174983658, "total_loss": 0.9399670442435308} {"data_time": 0.013062592493952252, "eta_seconds": 4399.092387988436, "fast_rcnn/cls_accuracy": 0.958984375, "fast_rcnn/false_negative": 0.2143677218304084, "fast_rcnn/fg_cls_accuracy": 0.7641476170887935, "iteration": 262279, "loss_box_reg": 0.2049138220027089, "loss_cls": 0.15510206995531917, "loss_mask": 0.22332088090479374, "loss_rpn_cls": 0.02057148987933033, "loss_rpn_loc": 0.05983233520237263, "loss_sem_seg": 0.2047677873633802, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9052849993991254, "mask_rcnn/false_negative": 0.09113916474729233, "mask_rcnn/false_positive": 0.09778241321316927, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.563873170001898, "total_loss": 0.8507496324700696} {"data_time": 0.011497550003696233, "eta_seconds": 4386.8224372636905, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.24499096513605442, "fast_rcnn/fg_cls_accuracy": 0.7219696969696969, "iteration": 262299, "loss_box_reg": 0.1750358627177775, "loss_cls": 0.13879340991843492, "loss_mask": 0.2158533507026732, "loss_rpn_cls": 0.01889409489740501, "loss_rpn_loc": 0.05189606694329996, "loss_sem_seg": 0.17276513949036598, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9082676625023622, "mask_rcnn/false_negative": 0.07184076434206393, "mask_rcnn/false_positive": 0.12117961844516553, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5774505144945579, "total_loss": 0.7963590602557815} {"data_time": 0.012343161506578326, "eta_seconds": 4374.67163860517, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.20782576596530083, "fast_rcnn/fg_cls_accuracy": 0.7628058975528196, "iteration": 262319, "loss_box_reg": 0.19672559620812535, "loss_cls": 0.1600584746338427, "loss_mask": 0.22196992812678218, "loss_rpn_cls": 0.02216294927347917, "loss_rpn_loc": 0.0638822817709297, "loss_sem_seg": 0.19447045039851218, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9059240629209078, "mask_rcnn/false_negative": 0.0904080931263107, "mask_rcnn/false_positive": 0.09772589674197998, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.5697555039951112, "total_loss": 0.8683342670046841} {"data_time": 0.011742217000573874, "eta_seconds": 4363.280747735218, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.18642723880597015, "fast_rcnn/fg_cls_accuracy": 0.7928571428571429, "iteration": 262339, "loss_box_reg": 0.1956131283659488, "loss_cls": 0.1430219418834895, "loss_mask": 0.2247414207085967, "loss_rpn_cls": 0.025131429523753468, "loss_rpn_loc": 0.057403918472118676, "loss_sem_seg": 0.17213256703689694, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.908777200297638, "mask_rcnn/false_negative": 0.09415905288105915, "mask_rcnn/false_positive": 0.11231952797200404, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5713039804977598, "total_loss": 0.827561416059325} {"data_time": 0.012474761504563503, "eta_seconds": 4351.249239309123, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.21137242268041237, "fast_rcnn/fg_cls_accuracy": 0.7580105633802816, "iteration": 262359, "loss_box_reg": 0.19829343259334564, "loss_cls": 0.1564588911132887, "loss_mask": 0.21925561502575874, "loss_rpn_cls": 0.02106559320782253, "loss_rpn_loc": 0.06322105531580746, "loss_sem_seg": 0.18144457088783383, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9206010025645297, "mask_rcnn/false_negative": 0.06478203966396234, "mask_rcnn/false_positive": 0.09669405083346475, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5680817280081101, "total_loss": 0.8715841547355012} {"data_time": 0.01222441550635267, "eta_seconds": 4340.0782372357935, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.2714001327140013, "fast_rcnn/fg_cls_accuracy": 0.6944747931949431, "iteration": 262379, "loss_box_reg": 0.20612089126370847, "loss_cls": 0.1670016481075436, "loss_mask": 0.22071786923334002, "loss_rpn_cls": 0.022580252170882886, "loss_rpn_loc": 0.056136481871362776, "loss_sem_seg": 0.18574443412944674, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.890490333576373, "mask_rcnn/false_negative": 0.08873587803294178, "mask_rcnn/false_positive": 0.12386473218455474, "roi_head/num_bg_samples": 430.5, "roi_head/num_fg_samples": 81.5, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.5683500729792286, "total_loss": 0.8643482689949451} {"data_time": 0.012743377999868244, "eta_seconds": 4328.831037692056, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.21688933062130178, "fast_rcnn/fg_cls_accuracy": 0.7490292712066906, "iteration": 262399, "loss_box_reg": 0.19837718410417438, "loss_cls": 0.15637818188406527, "loss_mask": 0.2217643652111292, "loss_rpn_cls": 0.016969739110209048, "loss_rpn_loc": 0.058525949920294806, "loss_sem_seg": 0.1813562719617039, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9078695815304934, "mask_rcnn/false_negative": 0.07455774904175876, "mask_rcnn/false_positive": 0.09165319248759646, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5625870884978212, "total_loss": 0.8242206786235329} {"data_time": 0.012745129002723843, "eta_seconds": 4316.733435889546, "fast_rcnn/cls_accuracy": 0.958984375, "fast_rcnn/false_negative": 0.24299932523616735, "fast_rcnn/fg_cls_accuracy": 0.7570006747638327, "iteration": 262419, "loss_box_reg": 0.17524190293624997, "loss_cls": 0.1402509524486959, "loss_mask": 0.20752721233293414, "loss_rpn_cls": 0.019104440594674088, "loss_rpn_loc": 0.04685704881558195, "loss_sem_seg": 0.1956357171293348, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9138219157296192, "mask_rcnn/false_negative": 0.06656179397268885, "mask_rcnn/false_positive": 0.10279937812638759, "roi_head/num_bg_samples": 458.75, "roi_head/num_fg_samples": 53.25, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.5621882755076513, "total_loss": 0.7841601758100296} {"data_time": 0.012610284000402316, "eta_seconds": 4304.276755842511, "fast_rcnn/cls_accuracy": 0.9619140625, "fast_rcnn/false_negative": 0.2326566406687316, "fast_rcnn/fg_cls_accuracy": 0.7602053140096618, "iteration": 262439, "loss_box_reg": 0.19860709481872618, "loss_cls": 0.15323779109166935, "loss_mask": 0.21335585974156857, "loss_rpn_cls": 0.02346208446260789, "loss_rpn_loc": 0.05992657138267532, "loss_sem_seg": 0.19297814776655287, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9112659944930352, "mask_rcnn/false_negative": 0.07950599482257273, "mask_rcnn/false_positive": 0.09541881842205968, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5614452469890239, "total_loss": 0.8580250609229552} {"data_time": 0.011224434987525456, "eta_seconds": 4290.9570877151855, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.238828089375285, "fast_rcnn/fg_cls_accuracy": 0.7327570921985815, "iteration": 262459, "loss_box_reg": 0.19394226535223424, "loss_cls": 0.14313072350341827, "loss_mask": 0.21532918140292168, "loss_rpn_cls": 0.02236343202093849, "loss_rpn_loc": 0.05354666501079919, "loss_sem_seg": 0.17681967187672853, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9017064937677198, "mask_rcnn/false_negative": 0.08290412362825351, "mask_rcnn/false_positive": 0.10166345042303016, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.5642815294995671, "total_loss": 0.7997199033707147} {"data_time": 0.01220169450971298, "eta_seconds": 4282.231480389353, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.25383890086206895, "fast_rcnn/fg_cls_accuracy": 0.693703125, "iteration": 262479, "loss_box_reg": 0.20024077291600406, "loss_cls": 0.15704153571277857, "loss_mask": 0.22548600751906633, "loss_rpn_cls": 0.022458019724126643, "loss_rpn_loc": 0.06009732116945088, "loss_sem_seg": 0.20373813435435295, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8968983796401044, "mask_rcnn/false_negative": 0.08367746591923109, "mask_rcnn/false_positive": 0.11592859518170712, "roi_head/num_bg_samples": 425.75, "roi_head/num_fg_samples": 86.25, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.5726464430044871, "total_loss": 0.8852284571585187} {"data_time": 0.012283413001568988, "eta_seconds": 4271.791566295578, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.25441176470588234, "fast_rcnn/fg_cls_accuracy": 0.740958605664488, "iteration": 262499, "loss_box_reg": 0.2293425342068076, "loss_cls": 0.1700803020503372, "loss_mask": 0.22119514318183064, "loss_rpn_cls": 0.024560655205277726, "loss_rpn_loc": 0.05802267004037276, "loss_sem_seg": 0.20171913877129555, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8990284765980124, "mask_rcnn/false_negative": 0.08247324145926938, "mask_rcnn/false_positive": 0.11700700916335668, "roi_head/num_bg_samples": 424.25, "roi_head/num_fg_samples": 87.75, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.5749637219996657, "total_loss": 0.900255877917516} {"data_time": 0.012727722991257906, "eta_seconds": 4261.09141883062, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.2779204107830552, "fast_rcnn/fg_cls_accuracy": 0.6736957335868407, "iteration": 262519, "loss_box_reg": 0.20674450718797743, "loss_cls": 0.16560556879267097, "loss_mask": 0.21375909075140953, "loss_rpn_cls": 0.024292296988278395, "loss_rpn_loc": 0.0569020738475956, "loss_sem_seg": 0.20195167511701584, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9035028990646538, "mask_rcnn/false_negative": 0.08506084953737741, "mask_rcnn/false_positive": 0.09417516315158672, "roi_head/num_bg_samples": 431.25, "roi_head/num_fg_samples": 80.75, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5806094184954418, "total_loss": 0.8719657281617401} {"data_time": 0.012268608523299918, "eta_seconds": 4248.777096721722, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.2072277618162357, "fast_rcnn/fg_cls_accuracy": 0.7621389539422326, "iteration": 262539, "loss_box_reg": 0.2022187653928995, "loss_cls": 0.15342042094562203, "loss_mask": 0.21223571337759495, "loss_rpn_cls": 0.02270907248930598, "loss_rpn_loc": 0.04997353634098545, "loss_sem_seg": 0.22952757458551787, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9210246752641944, "mask_rcnn/false_negative": 0.05681880571191179, "mask_rcnn/false_positive": 0.08503357161972239, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.5651760030013975, "total_loss": 0.8563683514130389} {"data_time": 0.01247774351213593, "eta_seconds": 4236.681883469908, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.2511870845204178, "fast_rcnn/fg_cls_accuracy": 0.7368089958323504, "iteration": 262559, "loss_box_reg": 0.1860230116872117, "loss_cls": 0.14138586190529168, "loss_mask": 0.22457809001207352, "loss_rpn_cls": 0.017435339806979755, "loss_rpn_loc": 0.05971872643567622, "loss_sem_seg": 0.19778592325747013, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9046363521248605, "mask_rcnn/false_negative": 0.0904414432163708, "mask_rcnn/false_positive": 0.11817866214115921, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.5655314699979499, "total_loss": 0.7969538112683949} {"data_time": 0.012687845985055901, "eta_seconds": 4224.57846913203, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.21365554276946683, "fast_rcnn/fg_cls_accuracy": 0.7713475318471338, "iteration": 262579, "loss_box_reg": 0.20017404411919415, "loss_cls": 0.14666114933788776, "loss_mask": 0.22263433784246445, "loss_rpn_cls": 0.02508134881645674, "loss_rpn_loc": 0.0571650261990726, "loss_sem_seg": 0.1907765264622867, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9059227743508413, "mask_rcnn/false_negative": 0.08466904682552404, "mask_rcnn/false_positive": 0.11264448109170253, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.577734940990922, "total_loss": 0.8482980545668397} {"data_time": 0.012074437516275793, "eta_seconds": 4213.538204385361, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.20472972972972975, "fast_rcnn/fg_cls_accuracy": 0.7595283675600417, "iteration": 262599, "loss_box_reg": 0.2198238072451204, "loss_cls": 0.16156255034729838, "loss_mask": 0.21613296726718545, "loss_rpn_cls": 0.02315375035504985, "loss_rpn_loc": 0.06140897597651929, "loss_sem_seg": 0.1942998887388967, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9022791576307942, "mask_rcnn/false_negative": 0.0820817771918454, "mask_rcnn/false_positive": 0.11127578426656186, "roi_head/num_bg_samples": 432.5, "roi_head/num_fg_samples": 79.5, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.5730647934979061, "total_loss": 0.8671906251984183} {"data_time": 0.01274740300141275, "eta_seconds": 4202.515659495795, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.24006815159574468, "fast_rcnn/fg_cls_accuracy": 0.7131122562056738, "iteration": 262619, "loss_box_reg": 0.20392972300760448, "loss_cls": 0.14774725132156163, "loss_mask": 0.21713476860895753, "loss_rpn_cls": 0.019727248130948283, "loss_rpn_loc": 0.05671670811716467, "loss_sem_seg": 0.18558831815607846, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9232172520170858, "mask_rcnn/false_negative": 0.06482637203678845, "mask_rcnn/false_positive": 0.09243497936942988, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5713881695119198, "total_loss": 0.8322197463130578} {"data_time": 0.01320746548299212, "eta_seconds": 4190.765399605545, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.21643748408454289, "fast_rcnn/fg_cls_accuracy": 0.7770690094219506, "iteration": 262639, "loss_box_reg": 0.20407813135534525, "loss_cls": 0.16566844622138888, "loss_mask": 0.21295328345149755, "loss_rpn_cls": 0.027096925137811922, "loss_rpn_loc": 0.0560535951226484, "loss_sem_seg": 0.20744349667802453, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9037466123541025, "mask_rcnn/false_negative": 0.08899787669433343, "mask_rcnn/false_positive": 0.10831524803970437, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5653564000094775, "total_loss": 0.8655567390960641} {"data_time": 0.012642027984838933, "eta_seconds": 4178.11838611876, "fast_rcnn/cls_accuracy": 0.95703125, "fast_rcnn/false_negative": 0.21397925204918034, "fast_rcnn/fg_cls_accuracy": 0.7515232292460015, "iteration": 262659, "loss_box_reg": 0.2079030559398234, "loss_cls": 0.15238650038372725, "loss_mask": 0.22319554025307298, "loss_rpn_cls": 0.023974713349161902, "loss_rpn_loc": 0.06551409311941825, "loss_sem_seg": 0.198468096437864, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9263371522300093, "mask_rcnn/false_negative": 0.06639593601478613, "mask_rcnn/false_positive": 0.08581317866173364, "roi_head/num_bg_samples": 459.25, "roi_head/num_fg_samples": 52.75, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5725690899998881, "total_loss": 0.8774995394196594} {"data_time": 0.011898218494025059, "eta_seconds": 4169.052020520001, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.2478448275862069, "fast_rcnn/fg_cls_accuracy": 0.75, "iteration": 262679, "loss_box_reg": 0.20934399485122412, "loss_cls": 0.16783320333343, "loss_mask": 0.22317300969734788, "loss_rpn_cls": 0.024904003023038968, "loss_rpn_loc": 0.0578580907676951, "loss_sem_seg": 0.21062080439878628, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9168530927547393, "mask_rcnn/false_negative": 0.07243211210880021, "mask_rcnn/false_positive": 0.10099281348620459, "roi_head/num_bg_samples": 456.25, "roi_head/num_fg_samples": 55.75, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5745469349931227, "total_loss": 0.8971576006824762} {"data_time": 0.013241026012110524, "eta_seconds": 4157.978608892212, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.1871559633027523, "fast_rcnn/fg_cls_accuracy": 0.782, "iteration": 262699, "loss_box_reg": 0.20296542858704925, "loss_cls": 0.16810691193677485, "loss_mask": 0.22100789938122034, "loss_rpn_cls": 0.027303937185934046, "loss_rpn_loc": 0.07250805798685178, "loss_sem_seg": 0.1887433014344424, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9119524787937153, "mask_rcnn/false_negative": 0.07336096194116373, "mask_rcnn/false_positive": 0.10475401575079604, "roi_head/num_bg_samples": 423.75, "roi_head/num_fg_samples": 88.25, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.5701134665141581, "total_loss": 0.8977164370007813} {"data_time": 0.012452534996555187, "eta_seconds": 4146.502385575004, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.2587816944959802, "fast_rcnn/fg_cls_accuracy": 0.7338642774182844, "iteration": 262719, "loss_box_reg": 0.2073342613875866, "loss_cls": 0.15891565009951591, "loss_mask": 0.22937654424458742, "loss_rpn_cls": 0.023838616250941413, "loss_rpn_loc": 0.05784751186729409, "loss_sem_seg": 0.20788660645484924, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.893497419106376, "mask_rcnn/false_negative": 0.0994570414844964, "mask_rcnn/false_positive": 0.1092739683170427, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5646404645085568, "total_loss": 0.9133317233590788} {"data_time": 0.012602948496351019, "eta_seconds": 4137.00425193421, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.25894428152492666, "fast_rcnn/fg_cls_accuracy": 0.7281524926686217, "iteration": 262739, "loss_box_reg": 0.19544915296137333, "loss_cls": 0.1481871383730322, "loss_mask": 0.21892146114259958, "loss_rpn_cls": 0.020692833059001714, "loss_rpn_loc": 0.057175564506906085, "loss_sem_seg": 0.1971548250876367, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8830163875788802, "mask_rcnn/false_negative": 0.08834015150332739, "mask_rcnn/false_positive": 0.12682027264581336, "roi_head/num_bg_samples": 432.75, "roi_head/num_fg_samples": 79.25, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5744625444931444, "total_loss": 0.8613153501755733} {"data_time": 0.012134553500800394, "eta_seconds": 4131.91830013656, "fast_rcnn/cls_accuracy": 0.96044921875, "fast_rcnn/false_negative": 0.23616473616473616, "fast_rcnn/fg_cls_accuracy": 0.7606992163954189, "iteration": 262759, "loss_box_reg": 0.1923670982941985, "loss_cls": 0.13946413795929402, "loss_mask": 0.21620339108631015, "loss_rpn_cls": 0.017775815215827606, "loss_rpn_loc": 0.049616595773841254, "loss_sem_seg": 0.1738979322835803, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9206182564600932, "mask_rcnn/false_negative": 0.07414086966724712, "mask_rcnn/false_positive": 0.08534277094622604, "roi_head/num_bg_samples": 461.75, "roi_head/num_fg_samples": 50.25, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5788306600006763, "total_loss": 0.8128266183366577} {"data_time": 0.012846791505580768, "eta_seconds": 4118.790421499652, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.25138620245003224, "fast_rcnn/fg_cls_accuracy": 0.7028459821428572, "iteration": 262779, "loss_box_reg": 0.21564711700193584, "loss_cls": 0.16525743063539267, "loss_mask": 0.21560933720320463, "loss_rpn_cls": 0.025600962799217086, "loss_rpn_loc": 0.06401168467709795, "loss_sem_seg": 0.19661478651687503, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9031356292517007, "mask_rcnn/false_negative": 0.07939790858051379, "mask_rcnn/false_positive": 0.10735595628402583, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5569190835085465, "total_loss": 0.8871446570192347} {"data_time": 0.012285549499210902, "eta_seconds": 4105.629598383326, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.23210489014883062, "fast_rcnn/fg_cls_accuracy": 0.6958937943809818, "iteration": 262799, "loss_box_reg": 0.19236204540356994, "loss_cls": 0.1532840554136783, "loss_mask": 0.21598001709207892, "loss_rpn_cls": 0.024304862949065864, "loss_rpn_loc": 0.06030971399741247, "loss_sem_seg": 0.19762613927014172, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9048631964370549, "mask_rcnn/false_negative": 0.0758526569659117, "mask_rcnn/false_positive": 0.10827342190468552, "roi_head/num_bg_samples": 432.75, "roi_head/num_fg_samples": 79.25, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5609222725179279, "total_loss": 0.8748046628170414} {"data_time": 0.01278407999780029, "eta_seconds": 4093.6527930567972, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.2436440677966102, "fast_rcnn/fg_cls_accuracy": 0.7332005718954249, "iteration": 262819, "loss_box_reg": 0.20279685663990676, "loss_cls": 0.15985305339563638, "loss_mask": 0.2254025349393487, "loss_rpn_cls": 0.0232595207853592, "loss_rpn_loc": 0.05786258904845454, "loss_sem_seg": 0.20790076116099954, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.907498359398107, "mask_rcnn/false_negative": 0.08518137264282437, "mask_rcnn/false_positive": 0.10075081279240639, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5788870065007359, "total_loss": 0.871470800073439} {"data_time": 0.011667350510833785, "eta_seconds": 4081.5323945518176, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.25322460292079735, "fast_rcnn/fg_cls_accuracy": 0.7325149655224672, "iteration": 262839, "loss_box_reg": 0.19963542139157653, "loss_cls": 0.145530873502139, "loss_mask": 0.21786265959963202, "loss_rpn_cls": 0.025237130403183983, "loss_rpn_loc": 0.06048437509161886, "loss_sem_seg": 0.203489585313946, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8973627797467376, "mask_rcnn/false_negative": 0.0791450684121529, "mask_rcnn/false_positive": 0.11140395506746503, "roi_head/num_bg_samples": 431.25, "roi_head/num_fg_samples": 80.75, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.5685908040031791, "total_loss": 0.8688564797885192} {"data_time": 0.012132846997701563, "eta_seconds": 4070.133058161504, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.2411674347158218, "fast_rcnn/fg_cls_accuracy": 0.7588325652841781, "iteration": 262859, "loss_box_reg": 0.18850912107154727, "loss_cls": 0.1509135398082435, "loss_mask": 0.21845155861228704, "loss_rpn_cls": 0.023272384220035747, "loss_rpn_loc": 0.059378342353738844, "loss_sem_seg": 0.22275895369239151, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9122718554152512, "mask_rcnn/false_negative": 0.07976302558923792, "mask_rcnn/false_positive": 0.09014625524023885, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5706850269925781, "total_loss": 0.8622534255700884} {"data_time": 0.011790534481406212, "eta_seconds": 4064.662716180188, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.20396623128384836, "fast_rcnn/fg_cls_accuracy": 0.7820911964747581, "iteration": 262879, "loss_box_reg": 0.192366887582466, "loss_cls": 0.14954094751738012, "loss_mask": 0.20822071423754096, "loss_rpn_cls": 0.021376742726715747, "loss_rpn_loc": 0.05227705340075772, "loss_sem_seg": 0.1851652697660029, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9037426842596334, "mask_rcnn/false_negative": 0.0985822560159363, "mask_rcnn/false_positive": 0.08548645010012162, "roi_head/num_bg_samples": 426.0, "roi_head/num_fg_samples": 86.0, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.580344478978077, "total_loss": 0.7998433744610338} {"data_time": 0.012338938497123308, "eta_seconds": 4054.170542854612, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.24033430877006295, "fast_rcnn/fg_cls_accuracy": 0.7075168813952525, "iteration": 262899, "loss_box_reg": 0.20057633239775896, "loss_cls": 0.1564484068658203, "loss_mask": 0.2186787649989128, "loss_rpn_cls": 0.027794881099907798, "loss_rpn_loc": 0.06188293170998804, "loss_sem_seg": 0.22120507550425828, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9027401280025134, "mask_rcnn/false_negative": 0.0806760678171868, "mask_rcnn/false_positive": 0.11542131274666058, "roi_head/num_bg_samples": 424.25, "roi_head/num_fg_samples": 87.75, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.5819616464868886, "total_loss": 0.8811218886403367} {"data_time": 0.013425153505522758, "eta_seconds": 4045.216289094169, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.2796624331550802, "fast_rcnn/fg_cls_accuracy": 0.7187211875345749, "iteration": 262919, "loss_box_reg": 0.21932393708266318, "loss_cls": 0.16708120005205274, "loss_mask": 0.23238266445696354, "loss_rpn_cls": 0.023551586262328783, "loss_rpn_loc": 0.06287279036769178, "loss_sem_seg": 0.1770784012041986, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8761400584229228, "mask_rcnn/false_negative": 0.1230033214075226, "mask_rcnn/false_positive": 0.13162446789091892, "roi_head/num_bg_samples": 426.75, "roi_head/num_fg_samples": 85.25, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.5729196354950545, "total_loss": 0.88338342327188} {"data_time": 0.012675542500801384, "eta_seconds": 4035.4615791731485, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.2614659645909646, "fast_rcnn/fg_cls_accuracy": 0.7095773328650041, "iteration": 262939, "loss_box_reg": 0.20351465418934822, "loss_cls": 0.15160009521059692, "loss_mask": 0.21550712501630187, "loss_rpn_cls": 0.023502345196902752, "loss_rpn_loc": 0.05867742374539375, "loss_sem_seg": 0.2086987667134963, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9138353826379036, "mask_rcnn/false_negative": 0.07092164608746049, "mask_rcnn/false_positive": 0.09325500054444388, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5738324569974793, "total_loss": 0.8432378606521524} {"data_time": 0.013161939990823157, "eta_seconds": 4024.641525028419, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.2661458333333333, "fast_rcnn/fg_cls_accuracy": 0.7305719921104536, "iteration": 262959, "loss_box_reg": 0.19248478731606156, "loss_cls": 0.15331543423235416, "loss_mask": 0.22005462925881147, "loss_rpn_cls": 0.01966097279000678, "loss_rpn_loc": 0.054797746503027156, "loss_sem_seg": 0.20381644926965237, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9004166135204081, "mask_rcnn/false_negative": 0.07913943128261516, "mask_rcnn/false_positive": 0.11858393634178437, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.5693305555032566, "total_loss": 0.8692249197483761} {"data_time": 0.011444516014307737, "eta_seconds": 4012.6010122326406, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.2403981677237491, "fast_rcnn/fg_cls_accuracy": 0.7311757531957179, "iteration": 262979, "loss_box_reg": 0.19434089655987918, "loss_cls": 0.15679811988957226, "loss_mask": 0.22068970650434494, "loss_rpn_cls": 0.0228292117244564, "loss_rpn_loc": 0.07380781410029158, "loss_sem_seg": 0.2008568700402975, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9072666843899422, "mask_rcnn/false_negative": 0.0791661565050846, "mask_rcnn/false_positive": 0.10827169751374607, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.5663665150059387, "total_loss": 0.8691153235549791} {"data_time": 0.012966329493792728, "eta_seconds": 4003.243388760733, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.30333333333333334, "fast_rcnn/fg_cls_accuracy": 0.6966666666666667, "iteration": 262999, "loss_box_reg": 0.2005491405725479, "loss_cls": 0.15592615329660475, "loss_mask": 0.21682885475456715, "loss_rpn_cls": 0.02323139650252415, "loss_rpn_loc": 0.05196662060916424, "loss_sem_seg": 0.20536966202780604, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.897110456066118, "mask_rcnn/false_negative": 0.08821200519902427, "mask_rcnn/false_positive": 0.12259229219738005, "roi_head/num_bg_samples": 451.0, "roi_head/num_fg_samples": 61.0, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5742577795026591, "total_loss": 0.8579587999547584} {"data_time": 0.013158264002413489, "eta_seconds": 3992.4604034872027, "fast_rcnn/cls_accuracy": 0.9619140625, "fast_rcnn/false_negative": 0.19041394335511982, "fast_rcnn/fg_cls_accuracy": 0.7876404494382023, "iteration": 263019, "loss_box_reg": 0.20686786551959813, "loss_cls": 0.15573501563630998, "loss_mask": 0.24765222030691803, "loss_rpn_cls": 0.025720961835759226, "loss_rpn_loc": 0.06519468885380775, "loss_sem_seg": 0.19106459990143776, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9128413901708746, "mask_rcnn/false_negative": 0.08536180864570145, "mask_rcnn/false_positive": 0.08816746270116078, "roi_head/num_bg_samples": 456.0, "roi_head/num_fg_samples": 56.0, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5726070239907131, "total_loss": 0.9061945859284606} {"data_time": 0.012197315489174798, "eta_seconds": 3978.06736896401, "fast_rcnn/cls_accuracy": 0.95654296875, "fast_rcnn/false_negative": 0.17751657625075346, "fast_rcnn/fg_cls_accuracy": 0.7613510520487266, "iteration": 263039, "loss_box_reg": 0.1981678435113281, "loss_cls": 0.14964348101057112, "loss_mask": 0.2149789435788989, "loss_rpn_cls": 0.0217584578495007, "loss_rpn_loc": 0.05733863569912501, "loss_sem_seg": 0.18663108861073852, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9175192878031355, "mask_rcnn/false_negative": 0.07360230561504993, "mask_rcnn/false_positive": 0.08388401543427512, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5589554474863689, "total_loss": 0.8586050819722004} {"data_time": 0.013174002000596374, "eta_seconds": 3967.4814408780367, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.22902011600641736, "fast_rcnn/fg_cls_accuracy": 0.7594005700101131, "iteration": 263059, "loss_box_reg": 0.20005910890176892, "loss_cls": 0.1616980506805703, "loss_mask": 0.21704555582255125, "loss_rpn_cls": 0.022845509951366694, "loss_rpn_loc": 0.06195808487245813, "loss_sem_seg": 0.18419834368978627, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9091007945731484, "mask_rcnn/false_negative": 0.07909165286478195, "mask_rcnn/false_positive": 0.12565547197931343, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.5858768984908238, "total_loss": 0.8715589983039536} {"data_time": 0.012971235511940904, "eta_seconds": 3954.941340749385, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.22623997623997624, "fast_rcnn/fg_cls_accuracy": 0.7627252252252252, "iteration": 263079, "loss_box_reg": 0.1891680306289345, "loss_cls": 0.14786274055950344, "loss_mask": 0.22610351024195552, "loss_rpn_cls": 0.023065946973474638, "loss_rpn_loc": 0.07003680006891955, "loss_sem_seg": 0.2013160535134375, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.913819782500156, "mask_rcnn/false_negative": 0.08996275361692968, "mask_rcnn/false_positive": 0.09429850549739943, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5685581180150621, "total_loss": 0.8227873458781687} {"data_time": 0.012976684505701996, "eta_seconds": 3942.3757138759393, "fast_rcnn/cls_accuracy": 0.9560546875, "fast_rcnn/false_negative": 0.1904258532165509, "fast_rcnn/fg_cls_accuracy": 0.7592673831980697, "iteration": 263099, "loss_box_reg": 0.20191823318600655, "loss_cls": 0.14121684234123677, "loss_mask": 0.2131891092285514, "loss_rpn_cls": 0.02156677371749538, "loss_rpn_loc": 0.062272401177324355, "loss_sem_seg": 0.1888881407212466, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9232306334387859, "mask_rcnn/false_negative": 0.07868943414233179, "mask_rcnn/false_positive": 0.07716866674474508, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5708913880080217, "total_loss": 0.8406813160218007} {"data_time": 0.012725927503197454, "eta_seconds": 3929.2578636146354, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.23063588702858107, "fast_rcnn/fg_cls_accuracy": 0.7693641129714188, "iteration": 263119, "loss_box_reg": 0.20123985002283007, "loss_cls": 0.15953038004226983, "loss_mask": 0.2186567708849907, "loss_rpn_cls": 0.022643723415967543, "loss_rpn_loc": 0.0629436534945853, "loss_sem_seg": 0.1581295751966536, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8898875574395466, "mask_rcnn/false_negative": 0.08981690280851098, "mask_rcnn/false_positive": 0.11580835895337632, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5620516190101625, "total_loss": 0.8194285676822801} {"data_time": 0.011625679995631799, "eta_seconds": 3916.6448480161635, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.21972495894909688, "fast_rcnn/fg_cls_accuracy": 0.7441168327796235, "iteration": 263139, "loss_box_reg": 0.21310508390888572, "loss_cls": 0.1532288189046085, "loss_mask": 0.22835709247738123, "loss_rpn_cls": 0.025020568159447976, "loss_rpn_loc": 0.062490738928318024, "loss_sem_seg": 0.20639026444405317, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9128343194474191, "mask_rcnn/false_negative": 0.08001396114166306, "mask_rcnn/false_positive": 0.10906538842451888, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5633739665063331, "total_loss": 0.9330932390912494} {"data_time": 0.012993992000701837, "eta_seconds": 3906.747310484978, "fast_rcnn/cls_accuracy": 0.95556640625, "fast_rcnn/false_negative": 0.2439778939148195, "fast_rcnn/fg_cls_accuracy": 0.7380332656170645, "iteration": 263159, "loss_box_reg": 0.20995406177826226, "loss_cls": 0.14740783191518858, "loss_mask": 0.21478444430977106, "loss_rpn_cls": 0.020865295346084167, "loss_rpn_loc": 0.05344345231424086, "loss_sem_seg": 0.18640918051823974, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9134284609659034, "mask_rcnn/false_negative": 0.0833819524139976, "mask_rcnn/false_positive": 0.1047400503729276, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5695687970001018, "total_loss": 0.8272122519729237} {"data_time": 0.011661688491585664, "eta_seconds": 3893.910852307148, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.20707070707070707, "fast_rcnn/fg_cls_accuracy": 0.7878787878787878, "iteration": 263179, "loss_box_reg": 0.20548628142569214, "loss_cls": 0.15042197378352284, "loss_mask": 0.21460387436673045, "loss_rpn_cls": 0.020822627964662388, "loss_rpn_loc": 0.04870137268153485, "loss_sem_seg": 0.18153115850873291, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9124418714775964, "mask_rcnn/false_negative": 0.07044302184664505, "mask_rcnn/false_positive": 0.09486097494357512, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.5667511395004112, "total_loss": 0.8493383485765662} {"data_time": 0.012254384506377392, "eta_seconds": 3882.0068996968766, "fast_rcnn/cls_accuracy": 0.95947265625, "fast_rcnn/false_negative": 0.16412256897331523, "fast_rcnn/fg_cls_accuracy": 0.8345649749023982, "iteration": 263199, "loss_box_reg": 0.1927045154152438, "loss_cls": 0.14923373330384493, "loss_mask": 0.20721998950466514, "loss_rpn_cls": 0.02153353478115605, "loss_rpn_loc": 0.06308253924362361, "loss_sem_seg": 0.17823973530903459, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9178703568013932, "mask_rcnn/false_negative": 0.08129170825606015, "mask_rcnn/false_positive": 0.09926703037790283, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.5710770454898011, "total_loss": 0.8089089832756144} {"data_time": 0.01323318449431099, "eta_seconds": 3870.8363222801854, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.2732023411371237, "fast_rcnn/fg_cls_accuracy": 0.6745509350393701, "iteration": 263219, "loss_box_reg": 0.20887532946653664, "loss_cls": 0.16095413808943704, "loss_mask": 0.22150864591822028, "loss_rpn_cls": 0.02319993489800254, "loss_rpn_loc": 0.060031862114556134, "loss_sem_seg": 0.2108649634756148, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8937529028255324, "mask_rcnn/false_negative": 0.11249134722501974, "mask_rcnn/false_positive": 0.11541078160795863, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.5716537715052254, "total_loss": 0.9044602581634535} {"data_time": 0.01285335399734322, "eta_seconds": 3858.6570942741237, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.22917206250539585, "fast_rcnn/fg_cls_accuracy": 0.7700786867453534, "iteration": 263239, "loss_box_reg": 0.1976326497970149, "loss_cls": 0.14619795139878988, "loss_mask": 0.22315028216689825, "loss_rpn_cls": 0.024894625312299468, "loss_rpn_loc": 0.047479833010584116, "loss_sem_seg": 0.1851818123832345, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9072031638995925, "mask_rcnn/false_negative": 0.09235505959323873, "mask_rcnn/false_positive": 0.10277388393864945, "roi_head/num_bg_samples": 426.75, "roi_head/num_fg_samples": 85.25, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5709683580062119, "total_loss": 0.8326176903574378} {"data_time": 0.012198032985907048, "eta_seconds": 3845.485919381288, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.28148295003965107, "fast_rcnn/fg_cls_accuracy": 0.694778020378457, "iteration": 263259, "loss_box_reg": 0.20538122876314446, "loss_cls": 0.1545211870688945, "loss_mask": 0.21730613661929965, "loss_rpn_cls": 0.02561034653626848, "loss_rpn_loc": 0.06297523937246297, "loss_sem_seg": 0.19348260341212153, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9003464452282632, "mask_rcnn/false_negative": 0.07503191897964863, "mask_rcnn/false_positive": 0.10889227179683797, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5769719634845387, "total_loss": 0.8887963429078809} {"data_time": 0.012190437482786365, "eta_seconds": 3836.586185230073, "fast_rcnn/cls_accuracy": 0.9599609375, "fast_rcnn/false_negative": 0.17738577212261425, "fast_rcnn/fg_cls_accuracy": 0.7848959392583554, "iteration": 263279, "loss_box_reg": 0.17164177098311484, "loss_cls": 0.1347758558113128, "loss_mask": 0.20479468256235123, "loss_rpn_cls": 0.02019384814047953, "loss_rpn_loc": 0.050588575617439346, "loss_sem_seg": 0.17458142421673983, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9073870901266528, "mask_rcnn/false_negative": 0.07597590460468928, "mask_rcnn/false_positive": 0.10582251765746532, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5830981410108507, "total_loss": 0.7783579040697077} {"data_time": 0.012664416004554369, "eta_seconds": 3824.926957045842, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.22366071428571427, "fast_rcnn/fg_cls_accuracy": 0.7411830357142857, "iteration": 263299, "loss_box_reg": 0.200697704218328, "loss_cls": 0.1462941523641348, "loss_mask": 0.22385768685489893, "loss_rpn_cls": 0.024413604354776908, "loss_rpn_loc": 0.04672917112475261, "loss_sem_seg": 0.18140521296299994, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9145419766258387, "mask_rcnn/false_negative": 0.07978179124398954, "mask_rcnn/false_positive": 0.10291965704953644, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5655891880014678, "total_loss": 0.8125888462091098} {"data_time": 0.011786564500653185, "eta_seconds": 3812.0701707285916, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.17087260565521434, "fast_rcnn/fg_cls_accuracy": 0.8090909090909091, "iteration": 263319, "loss_box_reg": 0.20749876950867474, "loss_cls": 0.1638519032858312, "loss_mask": 0.22598697245121002, "loss_rpn_cls": 0.021316806684808398, "loss_rpn_loc": 0.04777000212925486, "loss_sem_seg": 0.1858479913789779, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9244824344298262, "mask_rcnn/false_negative": 0.07132740446177957, "mask_rcnn/false_positive": 0.08137818542554179, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 236.75, "rpn/num_pos_anchors": 19.25, "time": 0.5664356769848382, "total_loss": 0.8668479150505846} {"data_time": 0.012716590994386934, "eta_seconds": 3802.336048179961, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.2525674882629108, "fast_rcnn/fg_cls_accuracy": 0.6650925158795913, "iteration": 263339, "loss_box_reg": 0.21468467032536864, "loss_cls": 0.16341161692980677, "loss_mask": 0.22252740059047937, "loss_rpn_cls": 0.021473696704561007, "loss_rpn_loc": 0.06839072356524412, "loss_sem_seg": 0.18302253866568208, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9027249701917572, "mask_rcnn/false_negative": 0.08193299215620026, "mask_rcnn/false_positive": 0.11126352137977993, "roi_head/num_bg_samples": 430.25, "roi_head/num_fg_samples": 81.75, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.5801201909926021, "total_loss": 0.8790795823897497} {"data_time": 0.011947396007599309, "eta_seconds": 3790.9193358299235, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.2434918648310388, "fast_rcnn/fg_cls_accuracy": 0.7423237380058406, "iteration": 263359, "loss_box_reg": 0.19282364810351282, "loss_cls": 0.15604970080312341, "loss_mask": 0.2162166740745306, "loss_rpn_cls": 0.02091833797749132, "loss_rpn_loc": 0.05332765813000151, "loss_sem_seg": 0.21984800673089921, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9198974594477445, "mask_rcnn/false_negative": 0.05864422753856472, "mask_rcnn/false_positive": 0.11329841670235344, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5592424880014732, "total_loss": 0.844684234779379} {"data_time": 0.011920569493668154, "eta_seconds": 3781.2621542354173, "fast_rcnn/cls_accuracy": 0.96044921875, "fast_rcnn/false_negative": 0.21719717064544652, "fast_rcnn/fg_cls_accuracy": 0.7698717948717948, "iteration": 263379, "loss_box_reg": 0.19993182085454464, "loss_cls": 0.14950908324681222, "loss_mask": 0.216739556286484, "loss_rpn_cls": 0.023511307408625726, "loss_rpn_loc": 0.05099397979211062, "loss_sem_seg": 0.18991260742768645, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9131256194414663, "mask_rcnn/false_negative": 0.07228921595343091, "mask_rcnn/false_positive": 0.08815305981353877, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 235.75, "rpn/num_pos_anchors": 20.25, "time": 0.5784681500081206, "total_loss": 0.8585072544974537} {"data_time": 0.011524829009431414, "eta_seconds": 3771.446450489937, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.2945106907894737, "fast_rcnn/fg_cls_accuracy": 0.7054893092105263, "iteration": 263399, "loss_box_reg": 0.20598257309757173, "loss_cls": 0.16417055623605847, "loss_mask": 0.236438381485641, "loss_rpn_cls": 0.026581769619951956, "loss_rpn_loc": 0.0686514696571976, "loss_sem_seg": 0.20019239326938987, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.877753576640993, "mask_rcnn/false_negative": 0.09790123906479616, "mask_rcnn/false_positive": 0.1316687987897996, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.5714934670104412, "total_loss": 0.9003023077675607} {"data_time": 0.013253783996333368, "eta_seconds": 3760.6514901707415, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.21212121212121213, "fast_rcnn/fg_cls_accuracy": 0.7813852813852814, "iteration": 263419, "loss_box_reg": 0.2267465277109295, "loss_cls": 0.1701602078974247, "loss_mask": 0.22528068348765373, "loss_rpn_cls": 0.025594185644877143, "loss_rpn_loc": 0.06463536512455903, "loss_sem_seg": 0.16928507736884058, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.911591140491413, "mask_rcnn/false_negative": 0.06983738220465599, "mask_rcnn/false_positive": 0.10890891970254989, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.5718499909999082, "total_loss": 0.8983624418906402} {"data_time": 0.012725575506919995, "eta_seconds": 3751.508882168113, "fast_rcnn/cls_accuracy": 0.9130859375, "fast_rcnn/false_negative": 0.2732872596153846, "fast_rcnn/fg_cls_accuracy": 0.71484375, "iteration": 263439, "loss_box_reg": 0.20830747904255986, "loss_cls": 0.1604036616627127, "loss_mask": 0.2281806687824428, "loss_rpn_cls": 0.024179803891456686, "loss_rpn_loc": 0.06134777155239135, "loss_sem_seg": 0.19809830095618963, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8903608873038092, "mask_rcnn/false_negative": 0.105490510770227, "mask_rcnn/false_positive": 0.10872235811248213, "roi_head/num_bg_samples": 414.0, "roi_head/num_fg_samples": 98.0, "rpn/num_neg_anchors": 189.25, "rpn/num_pos_anchors": 66.75, "time": 0.5794013020058628, "total_loss": 0.8997086644085357} {"data_time": 0.013784743001451716, "eta_seconds": 3741.1250350797927, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.19978354978354979, "fast_rcnn/fg_cls_accuracy": 0.7701868089973313, "iteration": 263459, "loss_box_reg": 0.19139873748645186, "loss_cls": 0.14565411675721407, "loss_mask": 0.21209774632006884, "loss_rpn_cls": 0.021524231358853285, "loss_rpn_loc": 0.06280908512417227, "loss_sem_seg": 0.1864375751465559, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9277295831242334, "mask_rcnn/false_negative": 0.0690127438156016, "mask_rcnn/false_positive": 0.08520429044850567, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 234.75, "rpn/num_pos_anchors": 21.25, "time": 0.5748757679830305, "total_loss": 0.831986104574753} {"data_time": 0.012606578995473683, "eta_seconds": 3729.9763627301, "fast_rcnn/cls_accuracy": 0.9638671875, "fast_rcnn/false_negative": 0.18933962264150944, "fast_rcnn/fg_cls_accuracy": 0.7863876319758673, "iteration": 263479, "loss_box_reg": 0.19450927595607936, "loss_cls": 0.1479406589642167, "loss_mask": 0.2100155996158719, "loss_rpn_cls": 0.020332319578301394, "loss_rpn_loc": 0.061282453243620694, "loss_sem_seg": 0.19519995851442218, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9185187235827141, "mask_rcnn/false_negative": 0.0702841206598212, "mask_rcnn/false_positive": 0.08180800933037669, "roi_head/num_bg_samples": 455.75, "roi_head/num_fg_samples": 56.25, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5734419274813263, "total_loss": 0.8423982505901222} {"data_time": 0.012952573510119691, "eta_seconds": 3717.761250636031, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.22688652073732718, "fast_rcnn/fg_cls_accuracy": 0.7238260360962567, "iteration": 263499, "loss_box_reg": 0.20108739752322435, "loss_cls": 0.150152325630188, "loss_mask": 0.21445244317874312, "loss_rpn_cls": 0.023047205540933646, "loss_rpn_loc": 0.06046722330211196, "loss_sem_seg": 0.18662749277427793, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9059469888555329, "mask_rcnn/false_negative": 0.07596490899647039, "mask_rcnn/false_positive": 0.11430806691295325, "roi_head/num_bg_samples": 427.0, "roi_head/num_fg_samples": 85.0, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5706347885134164, "total_loss": 0.8395963250513887} {"data_time": 0.013216402498073876, "eta_seconds": 3705.7657468879042, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.22073950514317486, "fast_rcnn/fg_cls_accuracy": 0.7343680709534368, "iteration": 263519, "loss_box_reg": 0.20146361377555877, "loss_cls": 0.15184035431593657, "loss_mask": 0.2240451923571527, "loss_rpn_cls": 0.023909189374535345, "loss_rpn_loc": 0.0517294708697591, "loss_sem_seg": 0.18066819617524743, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.906212931601212, "mask_rcnn/false_negative": 0.0795008605699822, "mask_rcnn/false_positive": 0.10826685040182424, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.575402831993415, "total_loss": 0.8772718130303474} {"data_time": 0.012251072490471415, "eta_seconds": 3694.886239095431, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.1683077727431161, "fast_rcnn/fg_cls_accuracy": 0.7641876430205949, "iteration": 263539, "loss_box_reg": 0.20344377565197647, "loss_cls": 0.15627251553814858, "loss_mask": 0.22158283926546574, "loss_rpn_cls": 0.02216614581993781, "loss_rpn_loc": 0.05190805724123493, "loss_sem_seg": 0.1776108688209206, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9184725086843248, "mask_rcnn/false_negative": 0.0814621381300998, "mask_rcnn/false_positive": 0.0898354593125622, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5636315630108584, "total_loss": 0.8253824175712907} {"data_time": 0.012082652494427748, "eta_seconds": 3684.7746483903757, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.22310842195330644, "fast_rcnn/fg_cls_accuracy": 0.7587306459313825, "iteration": 263559, "loss_box_reg": 0.2028493215329945, "loss_cls": 0.16272598668001592, "loss_mask": 0.21536633651703596, "loss_rpn_cls": 0.024067844036380848, "loss_rpn_loc": 0.05770893050794257, "loss_sem_seg": 0.20390019239857793, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9023902730301552, "mask_rcnn/false_negative": 0.10178535212601067, "mask_rcnn/false_positive": 0.11432500009018591, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.5726330589968711, "total_loss": 0.8793146285170224} {"data_time": 0.011556565499631688, "eta_seconds": 3672.776909230175, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.24061846234309625, "fast_rcnn/fg_cls_accuracy": 0.7118911100779999, "iteration": 263579, "loss_box_reg": 0.18996511970181018, "loss_cls": 0.14869517588522285, "loss_mask": 0.21661429479718208, "loss_rpn_cls": 0.0213021671295337, "loss_rpn_loc": 0.05513798398897052, "loss_sem_seg": 0.1818369748070836, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9005439244663382, "mask_rcnn/false_negative": 0.09754692702398263, "mask_rcnn/false_positive": 0.09894373565742029, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5686897150008008, "total_loss": 0.8368398244238051} {"data_time": 0.013335742507479154, "eta_seconds": 3661.052033258791, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.14135727328058428, "fast_rcnn/fg_cls_accuracy": 0.8505782105903834, "iteration": 263599, "loss_box_reg": 0.18335677357390523, "loss_cls": 0.14960954547859728, "loss_mask": 0.20368880312889814, "loss_rpn_cls": 0.021415383805788224, "loss_rpn_loc": 0.04601055380771868, "loss_sem_seg": 0.1855034006293863, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9346634401242182, "mask_rcnn/false_negative": 0.06499996844614625, "mask_rcnn/false_positive": 0.07999423957891336, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 238.25, "rpn/num_pos_anchors": 17.75, "time": 0.560659755996312, "total_loss": 0.7932262719568826} {"data_time": 0.01307179000286851, "eta_seconds": 3649.7152182676073, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.23397617697107204, "fast_rcnn/fg_cls_accuracy": 0.7425968785235297, "iteration": 263619, "loss_box_reg": 0.19498203275725245, "loss_cls": 0.1532476965803653, "loss_mask": 0.22623531054705381, "loss_rpn_cls": 0.022442625661369675, "loss_rpn_loc": 0.05788076724275015, "loss_sem_seg": 0.18699338985607028, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9073900497476253, "mask_rcnn/false_negative": 0.08153719384373279, "mask_rcnn/false_positive": 0.11060927066652254, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5688478014926659, "total_loss": 0.8624869085069804} {"data_time": 0.012254798493813723, "eta_seconds": 3637.3363333849848, "fast_rcnn/cls_accuracy": 0.958984375, "fast_rcnn/false_negative": 0.1777128218602207, "fast_rcnn/fg_cls_accuracy": 0.8000473821369344, "iteration": 263639, "loss_box_reg": 0.1850202928762883, "loss_cls": 0.14537223282968625, "loss_mask": 0.21622244780883193, "loss_rpn_cls": 0.022686454918584786, "loss_rpn_loc": 0.05353873784770258, "loss_sem_seg": 0.21063561271876097, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9248786809791083, "mask_rcnn/false_negative": 0.07420547307806168, "mask_rcnn/false_positive": 0.08285287377814224, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 239.0, "rpn/num_pos_anchors": 17.0, "time": 0.5597349894960644, "total_loss": 0.8190413614211138} {"data_time": 0.01309567948919721, "eta_seconds": 3624.94571958913, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.2187275771346568, "fast_rcnn/fg_cls_accuracy": 0.7704616120545325, "iteration": 263659, "loss_box_reg": 0.22378952335566282, "loss_cls": 0.16992018418386579, "loss_mask": 0.21863477816805243, "loss_rpn_cls": 0.024179895393899642, "loss_rpn_loc": 0.06316625096951611, "loss_sem_seg": 0.17473956919275224, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9139169808336003, "mask_rcnn/false_negative": 0.08000723537073431, "mask_rcnn/false_positive": 0.08315763196403966, "roi_head/num_bg_samples": 431.75, "roi_head/num_fg_samples": 80.25, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5646153194975341, "total_loss": 0.8758775749247434} {"data_time": 0.011428180514485575, "eta_seconds": 3612.907003850807, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.23039930049548235, "fast_rcnn/fg_cls_accuracy": 0.7330751483190507, "iteration": 263679, "loss_box_reg": 0.1962555826175958, "loss_cls": 0.15469719539396465, "loss_mask": 0.22520363330841064, "loss_rpn_cls": 0.02648052263975842, "loss_rpn_loc": 0.05765572299424093, "loss_sem_seg": 0.20275856624357402, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8993268961957808, "mask_rcnn/false_negative": 0.08324744633761508, "mask_rcnn/false_positive": 0.09890820181097279, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5631969430105528, "total_loss": 0.872973120689494} {"data_time": 0.013227541508967988, "eta_seconds": 3601.6012833721907, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.17596935584740464, "fast_rcnn/fg_cls_accuracy": 0.7808417997097243, "iteration": 263699, "loss_box_reg": 0.19921116530895233, "loss_cls": 0.16243894369108602, "loss_mask": 0.21605538669973612, "loss_rpn_cls": 0.02211255846395943, "loss_rpn_loc": 0.07390602596569806, "loss_sem_seg": 0.20441391644999385, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8988995470637234, "mask_rcnn/false_negative": 0.07995085824897953, "mask_rcnn/false_positive": 0.1326111571318977, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5702186665002955, "total_loss": 0.8736565560457166} {"data_time": 0.012229814499733038, "eta_seconds": 3590.9328231903783, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.2591390728476821, "fast_rcnn/fg_cls_accuracy": 0.7399421965317918, "iteration": 263719, "loss_box_reg": 0.18985984846949577, "loss_cls": 0.15139966364949942, "loss_mask": 0.21150275645777583, "loss_rpn_cls": 0.02413513743567819, "loss_rpn_loc": 0.06652514182496816, "loss_sem_seg": 0.1913419382472057, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9027253664154358, "mask_rcnn/false_negative": 0.08687867115936135, "mask_rcnn/false_positive": 0.10660668832103892, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.5734955180232646, "total_loss": 0.845424482555245} {"data_time": 0.01187184349691961, "eta_seconds": 3578.645847830907, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.19929447852760734, "fast_rcnn/fg_cls_accuracy": 0.7601307189542483, "iteration": 263739, "loss_box_reg": 0.20266945892944932, "loss_cls": 0.1553503290633671, "loss_mask": 0.22207956667989492, "loss_rpn_cls": 0.02238505465243179, "loss_rpn_loc": 0.0558351084619062, "loss_sem_seg": 0.1737330483738333, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9038794940580654, "mask_rcnn/false_negative": 0.0956000370658379, "mask_rcnn/false_positive": 0.11327529324371571, "roi_head/num_bg_samples": 429.25, "roi_head/num_fg_samples": 82.75, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.564164224502747, "total_loss": 0.8477374619960756} {"data_time": 0.013227496485342272, "eta_seconds": 3566.270489783259, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.25011580775911985, "fast_rcnn/fg_cls_accuracy": 0.7210264709282164, "iteration": 263759, "loss_box_reg": 0.19354486791417003, "loss_cls": 0.13754303217865527, "loss_mask": 0.21292953588999808, "loss_rpn_cls": 0.023389748672343558, "loss_rpn_loc": 0.05666460491192993, "loss_sem_seg": 0.19785037939436734, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9024366803172883, "mask_rcnn/false_negative": 0.08541946888556892, "mask_rcnn/false_positive": 0.11322145343837853, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5680299704981735, "total_loss": 0.810948167607421} {"data_time": 0.012083820009138435, "eta_seconds": 3555.338847773266, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.2783191489361702, "fast_rcnn/fg_cls_accuracy": 0.6844468085106383, "iteration": 263779, "loss_box_reg": 0.195134345209226, "loss_cls": 0.14997628377750516, "loss_mask": 0.23034692928195, "loss_rpn_cls": 0.02628332390304422, "loss_rpn_loc": 0.06549861218081787, "loss_sem_seg": 0.1887482104357332, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8813125535273472, "mask_rcnn/false_negative": 0.09057229260505185, "mask_rcnn/false_positive": 0.11339163226119839, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5728497200034326, "total_loss": 0.8675785402701877} {"data_time": 0.012578901994857006, "eta_seconds": 3544.318356411779, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.23084686462725396, "fast_rcnn/fg_cls_accuracy": 0.7224323248407643, "iteration": 263799, "loss_box_reg": 0.2018799667712301, "loss_cls": 0.15123269613832235, "loss_mask": 0.21931622456759214, "loss_rpn_cls": 0.02151586554464302, "loss_rpn_loc": 0.05229017068631947, "loss_sem_seg": 0.1960668982937932, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8973016475119255, "mask_rcnn/false_negative": 0.09373532248718765, "mask_rcnn/false_positive": 0.11700109418076646, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5621107649931218, "total_loss": 0.8427660144116089} {"data_time": 0.012284584488952532, "eta_seconds": 3531.5610289478063, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.23017948717948716, "fast_rcnn/fg_cls_accuracy": 0.7666153846153847, "iteration": 263819, "loss_box_reg": 0.20219319337047637, "loss_cls": 0.15122527797939256, "loss_mask": 0.208402537740767, "loss_rpn_cls": 0.025257994151616003, "loss_rpn_loc": 0.05636772466823459, "loss_sem_seg": 0.20319255720824003, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9064574517223815, "mask_rcnn/false_negative": 0.08063189138815728, "mask_rcnn/false_positive": 0.10970513533520698, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.5621414789929986, "total_loss": 0.8406166512540949} {"data_time": 0.01313522800046485, "eta_seconds": 3518.5555251841724, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.16049284578696343, "fast_rcnn/fg_cls_accuracy": 0.8163717674509041, "iteration": 263839, "loss_box_reg": 0.1846547517925501, "loss_cls": 0.13514829007908702, "loss_mask": 0.21258303336799145, "loss_rpn_cls": 0.019311212401589728, "loss_rpn_loc": 0.05263974177069031, "loss_sem_seg": 0.20230430783703923, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9147475488296677, "mask_rcnn/false_negative": 0.0820036470529069, "mask_rcnn/false_positive": 0.09359186505757001, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5675612539926078, "total_loss": 0.7922258254529879} {"data_time": 0.0123818915017182, "eta_seconds": 3508.7067268675746, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.2724180581323439, "fast_rcnn/fg_cls_accuracy": 0.722275107091861, "iteration": 263859, "loss_box_reg": 0.21579529234440997, "loss_cls": 0.1621705573052168, "loss_mask": 0.22653542272746563, "loss_rpn_cls": 0.02495741015081876, "loss_rpn_loc": 0.06322892710886663, "loss_sem_seg": 0.2176897949539125, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9134155650896723, "mask_rcnn/false_negative": 0.08772399219090107, "mask_rcnn/false_positive": 0.10083253690622823, "roi_head/num_bg_samples": 457.25, "roi_head/num_fg_samples": 54.75, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.578338615494431, "total_loss": 0.8831882723861781} {"data_time": 0.01182309449359309, "eta_seconds": 3495.711470484064, "fast_rcnn/cls_accuracy": 0.9560546875, "fast_rcnn/false_negative": 0.18391304347826087, "fast_rcnn/fg_cls_accuracy": 0.8009259259259259, "iteration": 263879, "loss_box_reg": 0.21213116124272346, "loss_cls": 0.16003625630401075, "loss_mask": 0.21461592195555568, "loss_rpn_cls": 0.021770711908175144, "loss_rpn_loc": 0.05941297861863859, "loss_sem_seg": 0.21041752595920116, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9089370897512598, "mask_rcnn/false_negative": 0.07318506769369285, "mask_rcnn/false_positive": 0.08584215983267565, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5778203524969285, "total_loss": 0.8819636810585507} {"data_time": 0.01219213150034193, "eta_seconds": 3483.1417076516227, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.27166704136690645, "fast_rcnn/fg_cls_accuracy": 0.6786491297468354, "iteration": 263899, "loss_box_reg": 0.19909443147480488, "loss_cls": 0.15762940188869834, "loss_mask": 0.21785459015518427, "loss_rpn_cls": 0.025060115396627225, "loss_rpn_loc": 0.053367953485576436, "loss_sem_seg": 0.19201242038980126, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8817304868820799, "mask_rcnn/false_negative": 0.10333650017815899, "mask_rcnn/false_positive": 0.13221693986055036, "roi_head/num_bg_samples": 428.0, "roi_head/num_fg_samples": 84.0, "rpn/num_neg_anchors": 207.25, "rpn/num_pos_anchors": 48.75, "time": 0.5662999710039003, "total_loss": 0.8605501917045331} {"data_time": 0.01244151798891835, "eta_seconds": 3471.723442751929, "fast_rcnn/cls_accuracy": 0.95556640625, "fast_rcnn/false_negative": 0.20069444444444445, "fast_rcnn/fg_cls_accuracy": 0.7845233644859813, "iteration": 263919, "loss_box_reg": 0.18178881984204054, "loss_cls": 0.14808108983561397, "loss_mask": 0.22236379329115152, "loss_rpn_cls": 0.021372224407969043, "loss_rpn_loc": 0.05122442383435555, "loss_sem_seg": 0.21231231815181673, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9189429209183673, "mask_rcnn/false_negative": 0.07279364750762726, "mask_rcnn/false_positive": 0.09162129614861361, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.5803554080193862, "total_loss": 0.8450086776847456} {"data_time": 0.01160689999233, "eta_seconds": 3459.1304470902396, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.25523809523809526, "fast_rcnn/fg_cls_accuracy": 0.7377076411960133, "iteration": 263939, "loss_box_reg": 0.20364720706129447, "loss_cls": 0.16081754345213994, "loss_mask": 0.22631789511069655, "loss_rpn_cls": 0.022465773168732994, "loss_rpn_loc": 0.05967193760443479, "loss_sem_seg": 0.19741755089489743, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.895070910529817, "mask_rcnn/false_negative": 0.08796440015176714, "mask_rcnn/false_positive": 0.12991278226093664, "roi_head/num_bg_samples": 431.5, "roi_head/num_fg_samples": 80.5, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.5701070414943388, "total_loss": 0.8766159216538654} {"data_time": 0.011793974495958537, "eta_seconds": 3449.435520365194, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.14091660760689817, "fast_rcnn/fg_cls_accuracy": 0.8397195338731978, "iteration": 263959, "loss_box_reg": 0.19203656585887074, "loss_cls": 0.1461087889620103, "loss_mask": 0.20801352662965655, "loss_rpn_cls": 0.020134397607762367, "loss_rpn_loc": 0.05751886342477519, "loss_sem_seg": 0.19481225940398872, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9157756356510858, "mask_rcnn/false_negative": 0.06925526691315545, "mask_rcnn/false_positive": 0.09085664801502255, "roi_head/num_bg_samples": 464.0, "roi_head/num_fg_samples": 48.0, "rpn/num_neg_anchors": 239.0, "rpn/num_pos_anchors": 17.0, "time": 0.5739151739981025, "total_loss": 0.8188003898849274} {"data_time": 0.012711652496363968, "eta_seconds": 3438.015439185372, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.2984375, "fast_rcnn/fg_cls_accuracy": 0.672925403482018, "iteration": 263979, "loss_box_reg": 0.18913492932915688, "loss_cls": 0.1605522014433518, "loss_mask": 0.21972125163301826, "loss_rpn_cls": 0.022028127228622907, "loss_rpn_loc": 0.05361723410896957, "loss_sem_seg": 0.20553107606247067, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8889773152107564, "mask_rcnn/false_negative": 0.09549045597561684, "mask_rcnn/false_positive": 0.1200895740130635, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5647845749917906, "total_loss": 0.8340294039426226} {"data_time": 0.01379189699946437, "eta_seconds": 3427.041457421481, "fast_rcnn/cls_accuracy": 0.96484375, "fast_rcnn/false_negative": 0.15852130325814534, "fast_rcnn/fg_cls_accuracy": 0.8302469135802469, "iteration": 263999, "loss_box_reg": 0.20593673503026366, "loss_cls": 0.16703192656859756, "loss_mask": 0.22631027922034264, "loss_rpn_cls": 0.024422294125542976, "loss_rpn_loc": 0.05645816359901801, "loss_sem_seg": 0.20054662437178195, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9217753507653061, "mask_rcnn/false_negative": 0.06785789875700705, "mask_rcnn/false_positive": 0.08366817261331616, "roi_head/num_bg_samples": 443.0, "roi_head/num_fg_samples": 69.0, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5849852675019065, "total_loss": 0.8868147262983257} {"data_time": 0.011952295506489463, "eta_seconds": 3414.1957475416566, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.2532366555764502, "fast_rcnn/fg_cls_accuracy": 0.7155961139407658, "iteration": 264019, "loss_box_reg": 0.20609758631326258, "loss_cls": 0.1576120286481455, "loss_mask": 0.22259292798116803, "loss_rpn_cls": 0.02806979229171702, "loss_rpn_loc": 0.075572774047032, "loss_sem_seg": 0.18369040836114436, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8957982170976168, "mask_rcnn/false_negative": 0.11407515692529407, "mask_rcnn/false_positive": 0.09093784941590594, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.565798879993963, "total_loss": 0.8542253926971171} {"data_time": 0.012972317010280676, "eta_seconds": 3403.7551956459065, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.2388529306005034, "fast_rcnn/fg_cls_accuracy": 0.7363497518136692, "iteration": 264039, "loss_box_reg": 0.2022097168955952, "loss_cls": 0.16894458269234747, "loss_mask": 0.22244934923946857, "loss_rpn_cls": 0.02526976165972883, "loss_rpn_loc": 0.05404096872371156, "loss_sem_seg": 0.19849881064146757, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9047619585128615, "mask_rcnn/false_negative": 0.08691451448091399, "mask_rcnn/false_positive": 0.10473521414014969, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5720870395016391, "total_loss": 0.862604555553844} {"data_time": 0.01214234298095107, "eta_seconds": 3389.357660570153, "fast_rcnn/cls_accuracy": 0.9609375, "fast_rcnn/false_negative": 0.14890268033819032, "fast_rcnn/fg_cls_accuracy": 0.8287105559173524, "iteration": 264059, "loss_box_reg": 0.18530878657475114, "loss_cls": 0.14075416285777465, "loss_mask": 0.2076083025895059, "loss_rpn_cls": 0.019332662279339274, "loss_rpn_loc": 0.059649311122484505, "loss_sem_seg": 0.17465241148602217, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9197312258602528, "mask_rcnn/false_negative": 0.07812919114080251, "mask_rcnn/false_positive": 0.09764270730244454, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5663390875124605, "total_loss": 0.7779103466091328} {"data_time": 0.012962200009496883, "eta_seconds": 3379.945330411996, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.22311651612252106, "fast_rcnn/fg_cls_accuracy": 0.7700868312289084, "iteration": 264079, "loss_box_reg": 0.21458714781329036, "loss_cls": 0.15997361578047276, "loss_mask": 0.22382656438276172, "loss_rpn_cls": 0.023974926827577292, "loss_rpn_loc": 0.06353155066608451, "loss_sem_seg": 0.20778053672984242, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.901909535386542, "mask_rcnn/false_negative": 0.0883734613973161, "mask_rcnn/false_positive": 0.09646345124469616, "roi_head/num_bg_samples": 427.5, "roi_head/num_fg_samples": 84.5, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.573915206012316, "total_loss": 0.8791016868690349} {"data_time": 0.010885910000069998, "eta_seconds": 3368.9590586546838, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.298828125, "fast_rcnn/fg_cls_accuracy": 0.6770833333333333, "iteration": 264099, "loss_box_reg": 0.19657242018729448, "loss_cls": 0.16448704851791263, "loss_mask": 0.21862587705254555, "loss_rpn_cls": 0.021569220456512994, "loss_rpn_loc": 0.04911671357695013, "loss_sem_seg": 0.1799430667888373, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8995740423285251, "mask_rcnn/false_negative": 0.08331475937872787, "mask_rcnn/false_positive": 0.1070249303362016, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 236.75, "rpn/num_pos_anchors": 19.25, "time": 0.5804806929954793, "total_loss": 0.8407535285514314} {"data_time": 0.011950746993534267, "eta_seconds": 3358.074870926619, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.21497326203208555, "fast_rcnn/fg_cls_accuracy": 0.7610951140362905, "iteration": 264119, "loss_box_reg": 0.1955483469646424, "loss_cls": 0.15127102006226778, "loss_mask": 0.22346064168959856, "loss_rpn_cls": 0.023347992362687364, "loss_rpn_loc": 0.06218619098945055, "loss_sem_seg": 0.2018610369414091, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8995608517379554, "mask_rcnn/false_negative": 0.08766545629693873, "mask_rcnn/false_positive": 0.09461959657702687, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 235.25, "rpn/num_pos_anchors": 20.75, "time": 0.5658859935065266, "total_loss": 0.8998339340178063} {"data_time": 0.011946147511480376, "eta_seconds": 3347.2827227248054, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.18670150987224157, "fast_rcnn/fg_cls_accuracy": 0.772888888888889, "iteration": 264139, "loss_box_reg": 0.19687695521861315, "loss_cls": 0.16521619562990963, "loss_mask": 0.21704094391316175, "loss_rpn_cls": 0.024067310334430658, "loss_rpn_loc": 0.07481153752451064, "loss_sem_seg": 0.18790186988189816, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9030393965621963, "mask_rcnn/false_negative": 0.08640648707460866, "mask_rcnn/false_positive": 0.09683516552543855, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5731245255010435, "total_loss": 0.8674790751610999} {"data_time": 0.012550062499940395, "eta_seconds": 3336.5141475406126, "fast_rcnn/cls_accuracy": 0.95703125, "fast_rcnn/false_negative": 0.19876126126126126, "fast_rcnn/fg_cls_accuracy": 0.767454954954955, "iteration": 264159, "loss_box_reg": 0.2181853901129216, "loss_cls": 0.16090721188811585, "loss_mask": 0.2268455307930708, "loss_rpn_cls": 0.025417125685635256, "loss_rpn_loc": 0.06413607572903857, "loss_sem_seg": 0.19254881097003818, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9137888831553738, "mask_rcnn/false_negative": 0.08333534792368205, "mask_rcnn/false_positive": 0.08286283493469279, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.572611779498402, "total_loss": 0.9223298130636977} {"data_time": 0.011569914495339617, "eta_seconds": 3324.438274864544, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.27503551136363635, "fast_rcnn/fg_cls_accuracy": 0.6882878151260504, "iteration": 264179, "loss_box_reg": 0.19356762920506299, "loss_cls": 0.1626648132223636, "loss_mask": 0.22228217963129282, "loss_rpn_cls": 0.024318988871527836, "loss_rpn_loc": 0.06353560893330723, "loss_sem_seg": 0.21196735696867108, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9078485652910556, "mask_rcnn/false_negative": 0.07479795774196225, "mask_rcnn/false_positive": 0.11152961945251824, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5601859839953249, "total_loss": 0.8776122643357667} {"data_time": 0.011720045004040003, "eta_seconds": 3312.9276465498115, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.16592831252517115, "fast_rcnn/fg_cls_accuracy": 0.8340716874748288, "iteration": 264199, "loss_box_reg": 0.20331534510478377, "loss_cls": 0.14603143383283168, "loss_mask": 0.2177063850685954, "loss_rpn_cls": 0.0231796728730842, "loss_rpn_loc": 0.06741018203319982, "loss_sem_seg": 0.2126292227767408, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9058973873392151, "mask_rcnn/false_negative": 0.09110147142442336, "mask_rcnn/false_positive": 0.10371697717711373, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5670148984936532, "total_loss": 0.863645260771591} {"data_time": 0.013222351000877097, "eta_seconds": 3300.4494692565204, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.27031741352201255, "fast_rcnn/fg_cls_accuracy": 0.5963345864661653, "iteration": 264219, "loss_box_reg": 0.19739232235588133, "loss_cls": 0.16290317033417523, "loss_mask": 0.22336570778861642, "loss_rpn_cls": 0.0258081559331913, "loss_rpn_loc": 0.06190380034968257, "loss_sem_seg": 0.18710063095204532, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9003346362430322, "mask_rcnn/false_negative": 0.07275550623073733, "mask_rcnn/false_positive": 0.13327607635616107, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 235.25, "rpn/num_pos_anchors": 20.75, "time": 0.5579787500028033, "total_loss": 0.9061011620578938} {"data_time": 0.011929403510293923, "eta_seconds": 3289.0312043568265, "fast_rcnn/cls_accuracy": 0.96435546875, "fast_rcnn/false_negative": 0.2634251810136766, "fast_rcnn/fg_cls_accuracy": 0.7001127819548871, "iteration": 264239, "loss_box_reg": 0.1939879811834544, "loss_cls": 0.13774051755899563, "loss_mask": 0.2108327760361135, "loss_rpn_cls": 0.01939661902451917, "loss_rpn_loc": 0.05495030721795047, "loss_sem_seg": 0.2005059493239969, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9079479005176168, "mask_rcnn/false_negative": 0.0707899080248639, "mask_rcnn/false_positive": 0.09054788258948213, "roi_head/num_bg_samples": 463.25, "roi_head/num_fg_samples": 48.75, "rpn/num_neg_anchors": 238.25, "rpn/num_pos_anchors": 17.75, "time": 0.569126613001572, "total_loss": 0.8135004976006712} {"data_time": 0.01277524650504347, "eta_seconds": 3276.246994864341, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.293863326695315, "fast_rcnn/fg_cls_accuracy": 0.7034770988365999, "iteration": 264259, "loss_box_reg": 0.17608199291862547, "loss_cls": 0.1345788745675236, "loss_mask": 0.22554583474993706, "loss_rpn_cls": 0.0184939619502984, "loss_rpn_loc": 0.044238781702006236, "loss_sem_seg": 0.1775723558384925, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9070087682074764, "mask_rcnn/false_negative": 0.07713518655784837, "mask_rcnn/false_positive": 0.10829160651672338, "roi_head/num_bg_samples": 446.5, "roi_head/num_fg_samples": 65.5, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5576217045017984, "total_loss": 0.7904122514519258} {"data_time": 0.01241567250690423, "eta_seconds": 3260.9211683690082, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.27185388513513514, "fast_rcnn/fg_cls_accuracy": 0.6897273379574265, "iteration": 264279, "loss_box_reg": 0.18961484055034816, "loss_cls": 0.1529966259840876, "loss_mask": 0.22292834799736738, "loss_rpn_cls": 0.02520562191693898, "loss_rpn_loc": 0.05166473604913335, "loss_sem_seg": 0.20595520071219653, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8985555909151052, "mask_rcnn/false_negative": 0.08446677565195802, "mask_rcnn/false_positive": 0.11177732539648967, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5621801084926119, "total_loss": 0.8537751164330984} {"data_time": 0.011897312506334856, "eta_seconds": 3250.5215653268533, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.2779282192223749, "fast_rcnn/fg_cls_accuracy": 0.6938549955791335, "iteration": 264299, "loss_box_reg": 0.19552978314459324, "loss_cls": 0.16161866975016892, "loss_mask": 0.2266111597418785, "loss_rpn_cls": 0.02113983585877577, "loss_rpn_loc": 0.06794686208013445, "loss_sem_seg": 0.19253373378887773, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8979579516804385, "mask_rcnn/false_negative": 0.08685713677903148, "mask_rcnn/false_positive": 0.1284040683640187, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5779414514981909, "total_loss": 0.8411353898809466} {"data_time": 0.01252978399861604, "eta_seconds": 3239.6282388598192, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.2529411764705882, "fast_rcnn/fg_cls_accuracy": 0.7328604196754737, "iteration": 264319, "loss_box_reg": 0.1857747733592987, "loss_cls": 0.13501662109047174, "loss_mask": 0.2120671379379928, "loss_rpn_cls": 0.017231571384400013, "loss_rpn_loc": 0.05905558895756258, "loss_sem_seg": 0.2040999149903655, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8872018712579937, "mask_rcnn/false_negative": 0.09888493182715238, "mask_rcnn/false_positive": 0.1268571874307845, "roi_head/num_bg_samples": 429.5, "roi_head/num_fg_samples": 82.5, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.5647821629972896, "total_loss": 0.8360668486509439} {"data_time": 0.012996284014661796, "eta_seconds": 3226.5444769991445, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.20233732236350038, "fast_rcnn/fg_cls_accuracy": 0.7663961038961039, "iteration": 264339, "loss_box_reg": 0.1930822478607297, "loss_cls": 0.1431522584753111, "loss_mask": 0.21365843107923865, "loss_rpn_cls": 0.020839774660998955, "loss_rpn_loc": 0.056248132430482656, "loss_sem_seg": 0.1801744548138231, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9059987631416203, "mask_rcnn/false_negative": 0.08335025989688179, "mask_rcnn/false_positive": 0.12903762328606738, "roi_head/num_bg_samples": 432.5, "roi_head/num_fg_samples": 79.5, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.5695771029859316, "total_loss": 0.8069947560579749} {"data_time": 0.011912761503481306, "eta_seconds": 3216.659639814141, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.1572680375945163, "fast_rcnn/fg_cls_accuracy": 0.8270440251572327, "iteration": 264359, "loss_box_reg": 0.1912066750228405, "loss_cls": 0.14080430357716978, "loss_mask": 0.20396527275443077, "loss_rpn_cls": 0.021774516469122318, "loss_rpn_loc": 0.05572012213815469, "loss_sem_seg": 0.1810722267255187, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9026997669487256, "mask_rcnn/false_negative": 0.08051835179381792, "mask_rcnn/false_positive": 0.11430824656576838, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5756464220030466, "total_loss": 0.8260087649687193} {"data_time": 0.011920874996576458, "eta_seconds": 3204.7604419241397, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.2550999592003264, "fast_rcnn/fg_cls_accuracy": 0.7449000407996735, "iteration": 264379, "loss_box_reg": 0.18863816047087312, "loss_cls": 0.14928203989984468, "loss_mask": 0.22098316438496113, "loss_rpn_cls": 0.02043418222456239, "loss_rpn_loc": 0.051346745574846864, "loss_sem_seg": 0.2181530932430178, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9059776335564825, "mask_rcnn/false_negative": 0.08314559813019903, "mask_rcnn/false_positive": 0.1147530600901086, "roi_head/num_bg_samples": 425.0, "roi_head/num_fg_samples": 87.0, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5749872434971621, "total_loss": 0.8462069529305154} {"data_time": 0.01195747050223872, "eta_seconds": 3192.851999169623, "fast_rcnn/cls_accuracy": 0.9580078125, "fast_rcnn/false_negative": 0.21593514575827055, "fast_rcnn/fg_cls_accuracy": 0.7257636729467716, "iteration": 264399, "loss_box_reg": 0.20284828857984394, "loss_cls": 0.1449460289441049, "loss_mask": 0.20805255929008126, "loss_rpn_cls": 0.021821950445882976, "loss_rpn_loc": 0.05794892352423631, "loss_sem_seg": 0.19328552519436926, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9336822830840411, "mask_rcnn/false_negative": 0.0623242217594001, "mask_rcnn/false_positive": 0.09860827059096407, "roi_head/num_bg_samples": 457.5, "roi_head/num_fg_samples": 54.5, "rpn/num_neg_anchors": 242.75, "rpn/num_pos_anchors": 13.25, "time": 0.5689804804860614, "total_loss": 0.8178665130762965} {"data_time": 0.011843444997793995, "eta_seconds": 3181.954817003847, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.2238436593275303, "fast_rcnn/fg_cls_accuracy": 0.7234494477485132, "iteration": 264419, "loss_box_reg": 0.18542843824252486, "loss_cls": 0.14447173033840954, "loss_mask": 0.21810640254989266, "loss_rpn_cls": 0.02035716130194487, "loss_rpn_loc": 0.045930689986562356, "loss_sem_seg": 0.17774484446272254, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9111842105263158, "mask_rcnn/false_negative": 0.07750412266607909, "mask_rcnn/false_positive": 0.12347601335961962, "roi_head/num_bg_samples": 454.5, "roi_head/num_fg_samples": 57.5, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5707584759948077, "total_loss": 0.8155494850461764} {"data_time": 0.011893256509210914, "eta_seconds": 3169.548460800608, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.22768553994607635, "fast_rcnn/fg_cls_accuracy": 0.7386952128331439, "iteration": 264439, "loss_box_reg": 0.17627587588503957, "loss_cls": 0.14351374423131347, "loss_mask": 0.20699720876291394, "loss_rpn_cls": 0.01890976494996721, "loss_rpn_loc": 0.05008179901051335, "loss_sem_seg": 0.19615103187970817, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9007903246891555, "mask_rcnn/false_negative": 0.10472660093807937, "mask_rcnn/false_positive": 0.11389642212650183, "roi_head/num_bg_samples": 432.5, "roi_head/num_fg_samples": 79.5, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5771585059992503, "total_loss": 0.812303788105055} {"data_time": 0.012242837488884106, "eta_seconds": 3156.7517426175327, "fast_rcnn/cls_accuracy": 0.95654296875, "fast_rcnn/false_negative": 0.2192982456140351, "fast_rcnn/fg_cls_accuracy": 0.7625279955207167, "iteration": 264459, "loss_box_reg": 0.21551620145328343, "loss_cls": 0.15290175878908485, "loss_mask": 0.21141792088747025, "loss_rpn_cls": 0.02213372707410599, "loss_rpn_loc": 0.05788023084460292, "loss_sem_seg": 0.19925783504731953, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9027189232174351, "mask_rcnn/false_negative": 0.08858360129867371, "mask_rcnn/false_positive": 0.09029411700344916, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5604320760176051, "total_loss": 0.8962542299486813} {"data_time": 0.01193778649030719, "eta_seconds": 3146.1272247813613, "fast_rcnn/cls_accuracy": 0.95654296875, "fast_rcnn/false_negative": 0.16515151515151516, "fast_rcnn/fg_cls_accuracy": 0.8077922077922077, "iteration": 264479, "loss_box_reg": 0.18294331058859825, "loss_cls": 0.1421851489576511, "loss_mask": 0.20418556593358517, "loss_rpn_cls": 0.019785410404438153, "loss_rpn_loc": 0.05442936037434265, "loss_sem_seg": 0.17452436755411327, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9316134191771948, "mask_rcnn/false_negative": 0.06532039929213718, "mask_rcnn/false_positive": 0.07364700160984898, "roi_head/num_bg_samples": 457.0, "roi_head/num_fg_samples": 55.0, "rpn/num_neg_anchors": 237.5, "rpn/num_pos_anchors": 18.5, "time": 0.5747370385070099, "total_loss": 0.8048968694138239} {"data_time": 0.012233715009642765, "eta_seconds": 3135.846964369237, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.2548342541436464, "fast_rcnn/fg_cls_accuracy": 0.7330689716628052, "iteration": 264499, "loss_box_reg": 0.21157177677378058, "loss_cls": 0.16713169170543551, "loss_mask": 0.2250295071862638, "loss_rpn_cls": 0.026313265960197896, "loss_rpn_loc": 0.0674830274656415, "loss_sem_seg": 0.19938929774798453, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9043249440848957, "mask_rcnn/false_negative": 0.08733763333629284, "mask_rcnn/false_positive": 0.10033572830801421, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5833197434840258, "total_loss": 0.9068528751959093} {"data_time": 0.012553613501950167, "eta_seconds": 3123.951647841779, "fast_rcnn/cls_accuracy": 0.9580078125, "fast_rcnn/false_negative": 0.21096114519427403, "fast_rcnn/fg_cls_accuracy": 0.7611034303983409, "iteration": 264519, "loss_box_reg": 0.19867332745343447, "loss_cls": 0.15236982889473438, "loss_mask": 0.22120030503720045, "loss_rpn_cls": 0.026127298959181644, "loss_rpn_loc": 0.07256920618237928, "loss_sem_seg": 0.18271828582510352, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9057749792932747, "mask_rcnn/false_negative": 0.1032130909260046, "mask_rcnn/false_positive": 0.10128400499432837, "roi_head/num_bg_samples": 449.0, "roi_head/num_fg_samples": 63.0, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5704940639843699, "total_loss": 0.8703413346447633} {"data_time": 0.013041110505582765, "eta_seconds": 3113.999656064232, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.2439306996248069, "fast_rcnn/fg_cls_accuracy": 0.7379032258064516, "iteration": 264539, "loss_box_reg": 0.2082399781793356, "loss_cls": 0.15956319437827915, "loss_mask": 0.22616255935281515, "loss_rpn_cls": 0.02595097789344436, "loss_rpn_loc": 0.06891773664392531, "loss_sem_seg": 0.19217804539948702, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8944079805152056, "mask_rcnn/false_negative": 0.08808060192726529, "mask_rcnn/false_positive": 0.12140883390481907, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 208.25, "rpn/num_pos_anchors": 47.75, "time": 0.5741886345058447, "total_loss": 0.9209953876397776} {"data_time": 0.012124242013669573, "eta_seconds": 3101.3235583107453, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.21662283652376002, "fast_rcnn/fg_cls_accuracy": 0.7614213197969544, "iteration": 264559, "loss_box_reg": 0.17557574179954827, "loss_cls": 0.1432917737402022, "loss_mask": 0.21194730885326862, "loss_rpn_cls": 0.01849590107713084, "loss_rpn_loc": 0.05096889741253108, "loss_sem_seg": 0.1993266325443983, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9013519113229047, "mask_rcnn/false_negative": 0.08804573681137476, "mask_rcnn/false_positive": 0.10829864069526479, "roi_head/num_bg_samples": 418.75, "roi_head/num_fg_samples": 93.25, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5640973605040926, "total_loss": 0.7910476103761539} {"data_time": 0.01191157998982817, "eta_seconds": 3089.9237290208694, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.24138804457953394, "fast_rcnn/fg_cls_accuracy": 0.7358600421426196, "iteration": 264579, "loss_box_reg": 0.18529874342493713, "loss_cls": 0.14270432712510228, "loss_mask": 0.2223158674314618, "loss_rpn_cls": 0.021813496416143607, "loss_rpn_loc": 0.05672138324007392, "loss_sem_seg": 0.18591249600285664, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9066749036707415, "mask_rcnn/false_negative": 0.07886410707423352, "mask_rcnn/false_positive": 0.1261160055393345, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5691522095003165, "total_loss": 0.8316212678619195} {"data_time": 0.012972439508303069, "eta_seconds": 3077.7455426633096, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.23809889434889436, "fast_rcnn/fg_cls_accuracy": 0.7488317757009346, "iteration": 264599, "loss_box_reg": 0.19874760089442134, "loss_cls": 0.17218324053101242, "loss_mask": 0.2158020306378603, "loss_rpn_cls": 0.02422139272766799, "loss_rpn_loc": 0.060822985193226486, "loss_sem_seg": 0.18460389971733093, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9186632423239566, "mask_rcnn/false_negative": 0.07536846140012879, "mask_rcnn/false_positive": 0.07825308461816838, "roi_head/num_bg_samples": 425.75, "roi_head/num_fg_samples": 86.25, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5548765990097309, "total_loss": 0.8798892484301177} {"data_time": 0.011762801004806533, "eta_seconds": 3065.598470858138, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.20277071220930232, "fast_rcnn/fg_cls_accuracy": 0.7623305722891567, "iteration": 264619, "loss_box_reg": 0.22723322903038934, "loss_cls": 0.1655033049173653, "loss_mask": 0.22973017813637853, "loss_rpn_cls": 0.0261934488071347, "loss_rpn_loc": 0.06320013337244745, "loss_sem_seg": 0.20311221247538924, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9067101346462811, "mask_rcnn/false_negative": 0.08271855256453964, "mask_rcnn/false_positive": 0.09478737669432967, "roi_head/num_bg_samples": 425.75, "roi_head/num_fg_samples": 86.25, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5580598120141076, "total_loss": 0.9320018984653871} {"data_time": 0.012593699007993564, "eta_seconds": 3055.7242411512416, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.24613402061855671, "fast_rcnn/fg_cls_accuracy": 0.7247670807453416, "iteration": 264639, "loss_box_reg": 0.20444175228476524, "loss_cls": 0.15846437914296985, "loss_mask": 0.22410087008029222, "loss_rpn_cls": 0.022802985424277722, "loss_rpn_loc": 0.06614782579708844, "loss_sem_seg": 0.19751668814569712, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8942586878528477, "mask_rcnn/false_negative": 0.09304623105356286, "mask_rcnn/false_positive": 0.10326508847377242, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5750510770012625, "total_loss": 0.8820842378372618} {"data_time": 0.012575930493767373, "eta_seconds": 3045.572635605029, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.24216728945099164, "fast_rcnn/fg_cls_accuracy": 0.7301039483955791, "iteration": 264659, "loss_box_reg": 0.19097249314654619, "loss_cls": 0.15386502590263262, "loss_mask": 0.21250540995970368, "loss_rpn_cls": 0.019996833469122066, "loss_rpn_loc": 0.04879755561705679, "loss_sem_seg": 0.19036956503987312, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9173454981024278, "mask_rcnn/false_negative": 0.07178229987635251, "mask_rcnn/false_positive": 0.10502300606514474, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5718036210164428, "total_loss": 0.8648618349625394} {"data_time": 0.01239251000515651, "eta_seconds": 3034.5800015600253, "fast_rcnn/cls_accuracy": 0.96142578125, "fast_rcnn/false_negative": 0.23425273865414709, "fast_rcnn/fg_cls_accuracy": 0.7421584263689527, "iteration": 264679, "loss_box_reg": 0.18054127861978486, "loss_cls": 0.13815195951610804, "loss_mask": 0.20387568324804306, "loss_rpn_cls": 0.020528676086541964, "loss_rpn_loc": 0.05334054875129368, "loss_sem_seg": 0.18326395889744163, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.91975446108606, "mask_rcnn/false_negative": 0.08525028994291159, "mask_rcnn/false_positive": 0.08011625326830041, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5754569210112095, "total_loss": 0.7911161714728223} {"data_time": 0.011662082994007505, "eta_seconds": 3023.2919079277926, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.1444792050055208, "fast_rcnn/fg_cls_accuracy": 0.843581976524044, "iteration": 264699, "loss_box_reg": 0.21621964033693075, "loss_cls": 0.16494115255773067, "loss_mask": 0.22358188219368458, "loss_rpn_cls": 0.024624222809507046, "loss_rpn_loc": 0.06068855174817145, "loss_sem_seg": 0.18802004121243954, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9186355755894591, "mask_rcnn/false_negative": 0.07878683221226751, "mask_rcnn/false_positive": 0.09425443004599474, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5734719594911439, "total_loss": 0.8971488560564467} {"data_time": 0.012927106989081949, "eta_seconds": 3011.8854113877896, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.19190404797601202, "fast_rcnn/fg_cls_accuracy": 0.8080959520239881, "iteration": 264719, "loss_box_reg": 0.20146245311480016, "loss_cls": 0.14927388657815754, "loss_mask": 0.21631878474727273, "loss_rpn_cls": 0.02169202980439877, "loss_rpn_loc": 0.06563870180980302, "loss_sem_seg": 0.18463643360882998, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9098717622992607, "mask_rcnn/false_negative": 0.08616227134545781, "mask_rcnn/false_positive": 0.09151772306553216, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.5746481005189708, "total_loss": 0.8491691168164834} {"data_time": 0.01283730250725057, "eta_seconds": 3000.4789148477867, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.1784464910401942, "fast_rcnn/fg_cls_accuracy": 0.7766029094827587, "iteration": 264739, "loss_box_reg": 0.19206243567168713, "loss_cls": 0.1471729150507599, "loss_mask": 0.22707766853272915, "loss_rpn_cls": 0.022588359672226943, "loss_rpn_loc": 0.05661820448585786, "loss_sem_seg": 0.18984056287445128, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9155425541844261, "mask_rcnn/false_negative": 0.0843384021415137, "mask_rcnn/false_positive": 0.09799956475979094, "roi_head/num_bg_samples": 433.25, "roi_head/num_fg_samples": 78.75, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.5540338304854231, "total_loss": 0.8247482081496855} {"data_time": 0.01285800700134132, "eta_seconds": 2989.3763909957634, "fast_rcnn/cls_accuracy": 0.95947265625, "fast_rcnn/false_negative": 0.2142857142857143, "fast_rcnn/fg_cls_accuracy": 0.7528358738036157, "iteration": 264759, "loss_box_reg": 0.1824659421108663, "loss_cls": 0.13633643998764455, "loss_mask": 0.22435514815151691, "loss_rpn_cls": 0.02307794824037046, "loss_rpn_loc": 0.06137689086608589, "loss_sem_seg": 0.17214618995785713, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.904057214101857, "mask_rcnn/false_negative": 0.08454546462699386, "mask_rcnn/false_positive": 0.08948894232136598, "roi_head/num_bg_samples": 469.0, "roi_head/num_fg_samples": 43.0, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.569251886496204, "total_loss": 0.8119570373528404} {"data_time": 0.012777033494785428, "eta_seconds": 2978.2674253587757, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.22093596059113302, "fast_rcnn/fg_cls_accuracy": 0.775615763546798, "iteration": 264779, "loss_box_reg": 0.21414330770494416, "loss_cls": 0.1599895393010229, "loss_mask": 0.21981171891093254, "loss_rpn_cls": 0.023732204586849548, "loss_rpn_loc": 0.06560318716219626, "loss_sem_seg": 0.18118764460086823, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9050357499643213, "mask_rcnn/false_negative": 0.07306102491553011, "mask_rcnn/false_positive": 0.10645031883518857, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.575310090003768, "total_loss": 0.9354619430814637} {"data_time": 0.01147932700405363, "eta_seconds": 2967.1461749309237, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.2765957446808511, "fast_rcnn/fg_cls_accuracy": 0.7125793206420306, "iteration": 264799, "loss_box_reg": 0.19162323512136936, "loss_cls": 0.1461434494704008, "loss_mask": 0.21596867498010397, "loss_rpn_cls": 0.02298682586479117, "loss_rpn_loc": 0.06885251216590405, "loss_sem_seg": 0.19614034914411604, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8889104393405352, "mask_rcnn/false_negative": 0.09678255577336466, "mask_rcnn/false_positive": 0.12264125312755214, "roi_head/num_bg_samples": 430.75, "roi_head/num_fg_samples": 81.25, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5644146385020576, "total_loss": 0.8718613588353037} {"data_time": 0.012718550497083925, "eta_seconds": 2956.1589732097636, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.19157931170886078, "fast_rcnn/fg_cls_accuracy": 0.7907807355321168, "iteration": 264819, "loss_box_reg": 0.19087017071433365, "loss_cls": 0.15239290660247207, "loss_mask": 0.2067492976784706, "loss_rpn_cls": 0.021549477947928608, "loss_rpn_loc": 0.05802021423005499, "loss_sem_seg": 0.20077253179624677, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9007754218837294, "mask_rcnn/false_negative": 0.08814717133062439, "mask_rcnn/false_positive": 0.10072470405320115, "roi_head/num_bg_samples": 429.25, "roi_head/num_fg_samples": 82.75, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5699703560239868, "total_loss": 0.8631900092132128} {"data_time": 0.012123507985961623, "eta_seconds": 2946.4488619530603, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.2237871674491393, "fast_rcnn/fg_cls_accuracy": 0.7626993259904653, "iteration": 264839, "loss_box_reg": 0.19983270554803312, "loss_cls": 0.14835171541199088, "loss_mask": 0.21504841512069106, "loss_rpn_cls": 0.020349581143818796, "loss_rpn_loc": 0.05575801825034432, "loss_sem_seg": 0.18179886182770133, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9153260005300822, "mask_rcnn/false_negative": 0.09906132238773302, "mask_rcnn/false_positive": 0.08035846810421354, "roi_head/num_bg_samples": 450.0, "roi_head/num_fg_samples": 62.0, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5754985315143131, "total_loss": 0.8184013500613219} {"data_time": 0.01201658601348754, "eta_seconds": 2935.9078389770293, "fast_rcnn/cls_accuracy": 0.95703125, "fast_rcnn/false_negative": 0.18950468136514648, "fast_rcnn/fg_cls_accuracy": 0.8058139534883721, "iteration": 264859, "loss_box_reg": 0.2267282116226852, "loss_cls": 0.16448920709080994, "loss_mask": 0.218123116530478, "loss_rpn_cls": 0.02446113573751063, "loss_rpn_loc": 0.06827705865725875, "loss_sem_seg": 0.20966812153346837, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9106932583133707, "mask_rcnn/false_negative": 0.07662785429577545, "mask_rcnn/false_positive": 0.0957280505029548, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.5827364280121401, "total_loss": 0.9082549655759067} {"data_time": 0.011805197485955432, "eta_seconds": 2924.4862951568502, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.2558275058275058, "fast_rcnn/fg_cls_accuracy": 0.7297494172494172, "iteration": 264879, "loss_box_reg": 0.2006576901767403, "loss_cls": 0.16073210816830397, "loss_mask": 0.21453310642391443, "loss_rpn_cls": 0.024286192254294292, "loss_rpn_loc": 0.0644214742060285, "loss_sem_seg": 0.18922110926359892, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9148064563338217, "mask_rcnn/false_negative": 0.0939004209595602, "mask_rcnn/false_positive": 0.08218108726312812, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.5724685979948845, "total_loss": 0.8778727634708048} {"data_time": 0.012700393999693915, "eta_seconds": 2913.103784082079, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.25239145377477373, "fast_rcnn/fg_cls_accuracy": 0.7059766214177978, "iteration": 264899, "loss_box_reg": 0.20409886282868683, "loss_cls": 0.15670490195043385, "loss_mask": 0.2395622916519642, "loss_rpn_cls": 0.02549353651556885, "loss_rpn_loc": 0.057951565584517084, "loss_sem_seg": 0.1967110281693749, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.896624274709884, "mask_rcnn/false_negative": 0.09984101795795586, "mask_rcnn/false_positive": 0.10684328567193643, "roi_head/num_bg_samples": 433.0, "roi_head/num_fg_samples": 79.0, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5719344564859057, "total_loss": 0.8592895748006413} {"data_time": 0.012941210996359587, "eta_seconds": 2900.036849334705, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.2646439383967355, "fast_rcnn/fg_cls_accuracy": 0.7306831644070028, "iteration": 264919, "loss_box_reg": 0.17408227175474167, "loss_cls": 0.13017762964591384, "loss_mask": 0.2051520855166018, "loss_rpn_cls": 0.018879616054618964, "loss_rpn_loc": 0.045943142351461574, "loss_sem_seg": 0.19717884249985218, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8956417073871803, "mask_rcnn/false_negative": 0.08447554310984082, "mask_rcnn/false_positive": 0.10235294440111976, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.5595512430008966, "total_loss": 0.7938958964041376} {"data_time": 0.01179960549052339, "eta_seconds": 2889.246634148236, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.20964762716680874, "fast_rcnn/fg_cls_accuracy": 0.7647232651926019, "iteration": 264939, "loss_box_reg": 0.19376909476704895, "loss_cls": 0.14821927505545318, "loss_mask": 0.21288782684132457, "loss_rpn_cls": 0.02048908751748968, "loss_rpn_loc": 0.05521772112115286, "loss_sem_seg": 0.19860520772635937, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9070081839058297, "mask_rcnn/false_negative": 0.08658728444896499, "mask_rcnn/false_positive": 0.09938818985271425, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.5702210589952301, "total_loss": 0.8469440160843078} {"data_time": 0.011687552978401072, "eta_seconds": 2877.828943438304, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.20576441102756893, "fast_rcnn/fg_cls_accuracy": 0.7560601315377389, "iteration": 264959, "loss_box_reg": 0.2157433843240142, "loss_cls": 0.1761548975482583, "loss_mask": 0.2210385692305863, "loss_rpn_cls": 0.02576878971012775, "loss_rpn_loc": 0.059838010696694255, "loss_sem_seg": 0.2030977737158537, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9019713519210502, "mask_rcnn/false_negative": 0.09148315250548031, "mask_rcnn/false_positive": 0.09206544705275853, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5742100659990683, "total_loss": 0.8776290213863831} {"data_time": 0.011372547494829632, "eta_seconds": 2866.8935976117355, "fast_rcnn/cls_accuracy": 0.96337890625, "fast_rcnn/false_negative": 0.17716022579244464, "fast_rcnn/fg_cls_accuracy": 0.7682098765432099, "iteration": 264979, "loss_box_reg": 0.18852172722108662, "loss_cls": 0.13986632792511955, "loss_mask": 0.21635365253314376, "loss_rpn_cls": 0.021095851579957525, "loss_rpn_loc": 0.055527466465719044, "loss_sem_seg": 0.18795839021913707, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9163977397156828, "mask_rcnn/false_negative": 0.07690118819801967, "mask_rcnn/false_positive": 0.090064588378019, "roi_head/num_bg_samples": 455.5, "roi_head/num_fg_samples": 56.5, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.5709747375221923, "total_loss": 0.8381414242976462} {"data_time": 0.012509811494965106, "eta_seconds": 2853.455129322916, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.26221264367816094, "fast_rcnn/fg_cls_accuracy": 0.7033045977011494, "iteration": 264999, "loss_box_reg": 0.17879654932767153, "loss_cls": 0.14414724532980472, "loss_mask": 0.22381214145570993, "loss_rpn_cls": 0.02261008758978278, "loss_rpn_loc": 0.05743805269594304, "loss_sem_seg": 0.1972633076366037, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.896015879177758, "mask_rcnn/false_negative": 0.10142786736057754, "mask_rcnn/false_positive": 0.09853905291712137, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5637509474909166, "total_loss": 0.814703554049629} {"data_time": 0.01327707250311505, "eta_seconds": 2842.5916506864014, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.2109501122179785, "fast_rcnn/fg_cls_accuracy": 0.7664142809771195, "iteration": 265019, "loss_box_reg": 0.21728005912154913, "loss_cls": 0.1574353538453579, "loss_mask": 0.21813886985182762, "loss_rpn_cls": 0.025132222166575957, "loss_rpn_loc": 0.061660952938837, "loss_sem_seg": 0.19455202692188323, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.906967474489796, "mask_rcnn/false_negative": 0.08170418294076842, "mask_rcnn/false_positive": 0.09474478116670759, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5695746754936408, "total_loss": 0.9009248089569155} {"data_time": 0.012799000003724359, "eta_seconds": 2832.634761551846, "fast_rcnn/cls_accuracy": 0.95556640625, "fast_rcnn/false_negative": 0.18128741046021, "fast_rcnn/fg_cls_accuracy": 0.7997252477676381, "iteration": 265039, "loss_box_reg": 0.19840545766055584, "loss_cls": 0.1504903108580038, "loss_mask": 0.21512194443494081, "loss_rpn_cls": 0.027190266245270323, "loss_rpn_loc": 0.057508492944180034, "loss_sem_seg": 0.20436966512352228, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9069092063313303, "mask_rcnn/false_negative": 0.08049358816854638, "mask_rcnn/false_positive": 0.10841756135557634, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.5793783440021798, "total_loss": 0.8394068062116276} {"data_time": 0.01182442250137683, "eta_seconds": 2820.1303035943274, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.24991081621004566, "fast_rcnn/fg_cls_accuracy": 0.7436363177678549, "iteration": 265059, "loss_box_reg": 0.20158570492640138, "loss_cls": 0.15882364381104708, "loss_mask": 0.2218319969251752, "loss_rpn_cls": 0.022371943954112794, "loss_rpn_loc": 0.058043885190272704, "loss_sem_seg": 0.1970887710340321, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9014355731561168, "mask_rcnn/false_negative": 0.08810907938831777, "mask_rcnn/false_positive": 0.11062922393004306, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5640960224991431, "total_loss": 0.8514693725619509} {"data_time": 0.012525757003459148, "eta_seconds": 2808.0042369065195, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.2050015928639694, "fast_rcnn/fg_cls_accuracy": 0.7672082415047922, "iteration": 265079, "loss_box_reg": 0.2064039508404676, "loss_cls": 0.15537192672491074, "loss_mask": 0.22835183143615723, "loss_rpn_cls": 0.022411604775697924, "loss_rpn_loc": 0.05310575885232538, "loss_sem_seg": 0.21630748198367655, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9167503199413627, "mask_rcnn/false_negative": 0.05909370180050213, "mask_rcnn/false_positive": 0.12918026997907142, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.5674011160008376, "total_loss": 0.8706942886128672} {"data_time": 0.011698572998284362, "eta_seconds": 2795.9676451162086, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.286718954248366, "fast_rcnn/fg_cls_accuracy": 0.6767096774193548, "iteration": 265099, "loss_box_reg": 0.19128858391195536, "loss_cls": 0.15382657991722226, "loss_mask": 0.22809713846072555, "loss_rpn_cls": 0.024005902771023102, "loss_rpn_loc": 0.05510738305747509, "loss_sem_seg": 0.2022815579548478, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9034062370004283, "mask_rcnn/false_negative": 0.09490346238284172, "mask_rcnn/false_positive": 0.09562551203342441, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5654475699848263, "total_loss": 0.8406587404897436} {"data_time": 0.012208672502310947, "eta_seconds": 2783.75548058773, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.24930939226519339, "fast_rcnn/fg_cls_accuracy": 0.7409249827348066, "iteration": 265119, "loss_box_reg": 0.21817988716065884, "loss_cls": 0.1610953682102263, "loss_mask": 0.22414553491398692, "loss_rpn_cls": 0.026403016156109516, "loss_rpn_loc": 0.059607372037135065, "loss_sem_seg": 0.19308564416132867, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9156535348571964, "mask_rcnn/false_negative": 0.08069046329487334, "mask_rcnn/false_positive": 0.08977668948516773, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5568887550180079, "total_loss": 0.8719269124685525} {"data_time": 0.01213966500654351, "eta_seconds": 2772.348984047727, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.20768310911808668, "fast_rcnn/fg_cls_accuracy": 0.7652116402116402, "iteration": 265139, "loss_box_reg": 0.20606484171003103, "loss_cls": 0.1610965016297996, "loss_mask": 0.22951862029731274, "loss_rpn_cls": 0.02213142890832387, "loss_rpn_loc": 0.056237105702166446, "loss_sem_seg": 0.22237045457586646, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9088671149159896, "mask_rcnn/false_negative": 0.08282831220407263, "mask_rcnn/false_positive": 0.10707203627479514, "roi_head/num_bg_samples": 429.25, "roi_head/num_fg_samples": 82.75, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5790952695097076, "total_loss": 0.943866283603711} {"data_time": 0.011429336009314284, "eta_seconds": 2760.942487507724, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.22835578842315368, "fast_rcnn/fg_cls_accuracy": 0.7175245098039216, "iteration": 265159, "loss_box_reg": 0.2022125250659883, "loss_cls": 0.15881077165249735, "loss_mask": 0.2151333442889154, "loss_rpn_cls": 0.02396160620446608, "loss_rpn_loc": 0.059022999281296507, "loss_sem_seg": 0.18543110229074955, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9038757768174133, "mask_rcnn/false_negative": 0.09889812932548266, "mask_rcnn/false_positive": 0.08982790355772613, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.5724652905046241, "total_loss": 0.8486896788399463} {"data_time": 0.012043722992530093, "eta_seconds": 2751.1067981679516, "fast_rcnn/cls_accuracy": 0.95849609375, "fast_rcnn/false_negative": 0.18216865118094866, "fast_rcnn/fg_cls_accuracy": 0.7758495145631068, "iteration": 265179, "loss_box_reg": 0.1841531004756689, "loss_cls": 0.14566878718324006, "loss_mask": 0.21454450907185674, "loss_rpn_cls": 0.021610475290799513, "loss_rpn_loc": 0.055274948972510174, "loss_sem_seg": 0.19269791222177446, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9112702308162255, "mask_rcnn/false_negative": 0.0727591599236318, "mask_rcnn/false_positive": 0.1048155773583766, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5727938894851832, "total_loss": 0.8405709884900716} {"data_time": 0.01195722000556998, "eta_seconds": 2739.8680013943813, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.20557728781412993, "fast_rcnn/fg_cls_accuracy": 0.7876659554291133, "iteration": 265199, "loss_box_reg": 0.1911557971034199, "loss_cls": 0.14905210997676477, "loss_mask": 0.21826340351253748, "loss_rpn_cls": 0.023118582817460265, "loss_rpn_loc": 0.06024061227799393, "loss_sem_seg": 0.20199199859052896, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9113823312256257, "mask_rcnn/false_negative": 0.07386030642402336, "mask_rcnn/false_positive": 0.0936381848405668, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5700107299926458, "total_loss": 0.84092257838347} {"data_time": 0.012286564509849995, "eta_seconds": 2730.1279066083225, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.3075250589622641, "fast_rcnn/fg_cls_accuracy": 0.6918238993710691, "iteration": 265219, "loss_box_reg": 0.2077883251477033, "loss_cls": 0.15949698304757476, "loss_mask": 0.22132429294288158, "loss_rpn_cls": 0.022968261009737034, "loss_rpn_loc": 0.07110227769589983, "loss_sem_seg": 0.18635642295703292, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9128706319892428, "mask_rcnn/false_negative": 0.08245621300171907, "mask_rcnn/false_positive": 0.10658196602880748, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5757227654976305, "total_loss": 0.8591801540824235} {"data_time": 0.012716915516648442, "eta_seconds": 2719.107561888144, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.19314727825366124, "fast_rcnn/fg_cls_accuracy": 0.78125, "iteration": 265239, "loss_box_reg": 0.18322763172909617, "loss_cls": 0.1516327775316313, "loss_mask": 0.21125284070149064, "loss_rpn_cls": 0.02044826550354628, "loss_rpn_loc": 0.057911804295144975, "loss_sem_seg": 0.18439768976531923, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9116950599400016, "mask_rcnn/false_negative": 0.07043586839505409, "mask_rcnn/false_positive": 0.10112458786073822, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5744467909971718, "total_loss": 0.8170726035823463} {"data_time": 0.012699196508037858, "eta_seconds": 2707.476962573448, "fast_rcnn/cls_accuracy": 0.95654296875, "fast_rcnn/false_negative": 0.17331532104259378, "fast_rcnn/fg_cls_accuracy": 0.8152086677367576, "iteration": 265259, "loss_box_reg": 0.19183240737766027, "loss_cls": 0.14827401679940522, "loss_mask": 0.21256949938833714, "loss_rpn_cls": 0.020649896727263695, "loss_rpn_loc": 0.055056628363672644, "loss_sem_seg": 0.1846588159678504, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9031763474620618, "mask_rcnn/false_negative": 0.07423079272237156, "mask_rcnn/false_positive": 0.10536257839257887, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5574388824898051, "total_loss": 0.8434350417228416} {"data_time": 0.012458622513804585, "eta_seconds": 2696.6488507735485, "fast_rcnn/cls_accuracy": 0.95751953125, "fast_rcnn/false_negative": 0.20153508771929823, "fast_rcnn/fg_cls_accuracy": 0.7984649122807017, "iteration": 265279, "loss_box_reg": 0.19263840606436133, "loss_cls": 0.146842778660357, "loss_mask": 0.22533662943169475, "loss_rpn_cls": 0.021090619615279138, "loss_rpn_loc": 0.05968553188722581, "loss_sem_seg": 0.19035846320912242, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9051401889076433, "mask_rcnn/false_negative": 0.08309884073048415, "mask_rcnn/false_positive": 0.10547808920354629, "roi_head/num_bg_samples": 445.0, "roi_head/num_fg_samples": 67.0, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.580145393993007, "total_loss": 0.8512673466975684} {"data_time": 0.013140871989890002, "eta_seconds": 2684.63387493309, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.20043037974683545, "fast_rcnn/fg_cls_accuracy": 0.7955696202531646, "iteration": 265299, "loss_box_reg": 0.20390730630606413, "loss_cls": 0.1518030574079603, "loss_mask": 0.2216623960994184, "loss_rpn_cls": 0.022147948966448894, "loss_rpn_loc": 0.05769414329552092, "loss_sem_seg": 0.1897794313263148, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8948636839165616, "mask_rcnn/false_negative": 0.09125405279974308, "mask_rcnn/false_positive": 0.11787437651443515, "roi_head/num_bg_samples": 432.75, "roi_head/num_fg_samples": 79.25, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5579923409968615, "total_loss": 0.8556316946996958} {"data_time": 0.012456045486032963, "eta_seconds": 2673.6266206141445, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.2015228426395939, "fast_rcnn/fg_cls_accuracy": 0.7704545454545455, "iteration": 265319, "loss_box_reg": 0.19546708359848708, "loss_cls": 0.14835842233151197, "loss_mask": 0.2156943641602993, "loss_rpn_cls": 0.023833674318666453, "loss_rpn_loc": 0.05215486456290819, "loss_sem_seg": 0.19430057425051928, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9108225798436258, "mask_rcnn/false_negative": 0.08033960362915077, "mask_rcnn/false_positive": 0.10436244209805429, "roi_head/num_bg_samples": 428.75, "roi_head/num_fg_samples": 83.25, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.579164470982505, "total_loss": 0.8170412187610054} {"data_time": 0.012461010002880357, "eta_seconds": 2661.995451787574, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.23951266786653747, "fast_rcnn/fg_cls_accuracy": 0.7036957558416785, "iteration": 265339, "loss_box_reg": 0.20213101571425796, "loss_cls": 0.16117336484603584, "loss_mask": 0.22224247781559825, "loss_rpn_cls": 0.023303392197703943, "loss_rpn_loc": 0.05846539355115965, "loss_sem_seg": 0.20388748194091022, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9066326110760301, "mask_rcnn/false_negative": 0.09132375210284627, "mask_rcnn/false_positive": 0.09430385852226264, "roi_head/num_bg_samples": 441.5, "roi_head/num_fg_samples": 70.5, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5651336849987274, "total_loss": 0.8956534222415939} {"data_time": 0.012285567499930039, "eta_seconds": 2650.4516583189543, "fast_rcnn/cls_accuracy": 0.95849609375, "fast_rcnn/false_negative": 0.2140827922077922, "fast_rcnn/fg_cls_accuracy": 0.7741477272727273, "iteration": 265359, "loss_box_reg": 0.19579899962991476, "loss_cls": 0.1436153728282079, "loss_mask": 0.21803888399153948, "loss_rpn_cls": 0.021842652473424096, "loss_rpn_loc": 0.05416400788817555, "loss_sem_seg": 0.21398238907568157, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9140461864559333, "mask_rcnn/false_negative": 0.07055352177256749, "mask_rcnn/false_positive": 0.0971067162464341, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5697927260043798, "total_loss": 0.8634308907749073} {"data_time": 0.011970243009272963, "eta_seconds": 2638.6601163326704, "fast_rcnn/cls_accuracy": 0.96044921875, "fast_rcnn/false_negative": 0.2408025529105381, "fast_rcnn/fg_cls_accuracy": 0.7591974470894619, "iteration": 265379, "loss_box_reg": 0.19473905628547072, "loss_cls": 0.15227418509311974, "loss_mask": 0.21423103706911206, "loss_rpn_cls": 0.021826464930200018, "loss_rpn_loc": 0.05816668829356786, "loss_sem_seg": 0.19298333465121686, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9087909056636956, "mask_rcnn/false_negative": 0.09862133430774732, "mask_rcnn/false_positive": 0.10644161374811699, "roi_head/num_bg_samples": 456.5, "roi_head/num_fg_samples": 55.5, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5600561570026912, "total_loss": 0.8588027765508741} {"data_time": 0.011802742490544915, "eta_seconds": 2627.239817192516, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.271131170906578, "fast_rcnn/fg_cls_accuracy": 0.7203094155993206, "iteration": 265399, "loss_box_reg": 0.20631889253854752, "loss_cls": 0.16221521981060505, "loss_mask": 0.21844375506043434, "loss_rpn_cls": 0.023441787277988624, "loss_rpn_loc": 0.05207576426619198, "loss_sem_seg": 0.19444290571846068, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9003619148708434, "mask_rcnn/false_negative": 0.07685760366481507, "mask_rcnn/false_positive": 0.11186500583193504, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5700052949978271, "total_loss": 0.8875734165048925} {"data_time": 0.01212142949225381, "eta_seconds": 2616.1592404530093, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.21982526156833135, "fast_rcnn/fg_cls_accuracy": 0.7286113374461646, "iteration": 265419, "loss_box_reg": 0.1971544804982841, "loss_cls": 0.16290588187985122, "loss_mask": 0.22921757120639086, "loss_rpn_cls": 0.018160192266805097, "loss_rpn_loc": 0.05652538561844267, "loss_sem_seg": 0.20228933356702328, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9016503377925974, "mask_rcnn/false_negative": 0.08378869041209286, "mask_rcnn/false_positive": 0.1012993068985653, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5735654244926991, "total_loss": 0.8774787347174424} {"data_time": 0.012791272019967437, "eta_seconds": 2601.0116364057903, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.20560667402772664, "fast_rcnn/fg_cls_accuracy": 0.7685686178061977, "iteration": 265439, "loss_box_reg": 0.18342356442008168, "loss_cls": 0.1478263078024611, "loss_mask": 0.21699505858123302, "loss_rpn_cls": 0.01736609568615677, "loss_rpn_loc": 0.047443557079532184, "loss_sem_seg": 0.20469432789832354, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9082377365742027, "mask_rcnn/false_negative": 0.08427013828916943, "mask_rcnn/false_positive": 0.09761759422472817, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.556054912507534, "total_loss": 0.8406798395444639} {"data_time": 0.011378641502233222, "eta_seconds": 2589.731207856021, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.24221069893187963, "fast_rcnn/fg_cls_accuracy": 0.7304553385489954, "iteration": 265459, "loss_box_reg": 0.20076789264567196, "loss_cls": 0.153752175392583, "loss_mask": 0.22828617971390486, "loss_rpn_cls": 0.02416517932579154, "loss_rpn_loc": 0.05563382577383891, "loss_sem_seg": 0.1831761305220425, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8947006895364451, "mask_rcnn/false_negative": 0.0975795335769495, "mask_rcnn/false_positive": 0.12020685663086218, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5674385345191695, "total_loss": 0.8527695850134478} {"data_time": 0.012744492007186636, "eta_seconds": 2577.9240078344737, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.2573486011096683, "fast_rcnn/fg_cls_accuracy": 0.7312902818147352, "iteration": 265479, "loss_box_reg": 0.2132148367818445, "loss_cls": 0.1608210948179476, "loss_mask": 0.21723029669374228, "loss_rpn_cls": 0.021205880955676548, "loss_rpn_loc": 0.0625389185588574, "loss_sem_seg": 0.19242540327832103, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.895606737012987, "mask_rcnn/false_negative": 0.10315983259776018, "mask_rcnn/false_positive": 0.11326584423025192, "roi_head/num_bg_samples": 431.25, "roi_head/num_fg_samples": 80.75, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 0.5692832495114999, "total_loss": 0.859177636091772} {"data_time": 0.012999126003705896, "eta_seconds": 2565.1375619192113, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.26802168021680217, "fast_rcnn/fg_cls_accuracy": 0.7165400171589655, "iteration": 265499, "loss_box_reg": 0.20600506966002285, "loss_cls": 0.168384826509282, "loss_mask": 0.21799205988645554, "loss_rpn_cls": 0.02179611358224065, "loss_rpn_loc": 0.04897874713060446, "loss_sem_seg": 0.17883046553470194, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8993259075164777, "mask_rcnn/false_negative": 0.08328044450930189, "mask_rcnn/false_positive": 0.13612384947764525, "roi_head/num_bg_samples": 455.0, "roi_head/num_fg_samples": 57.0, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 0.5739892960118596, "total_loss": 0.847331647392366} {"data_time": 0.012091097989468835, "eta_seconds": 2549.9040880216926, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.2555939016990291, "fast_rcnn/fg_cls_accuracy": 0.7385464919218168, "iteration": 265519, "loss_box_reg": 0.17779046739451587, "loss_cls": 0.12893881078343838, "loss_mask": 0.2084046439267695, "loss_rpn_cls": 0.017489181758719496, "loss_rpn_loc": 0.051639776123920456, "loss_sem_seg": 0.18693770514801145, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8943035735994217, "mask_rcnn/false_negative": 0.0811799758238052, "mask_rcnn/false_positive": 0.11694624755366505, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5589072714938084, "total_loss": 0.7832892922396013} {"data_time": 0.012902044007205404, "eta_seconds": 2539.427468671842, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.3037239583333333, "fast_rcnn/fg_cls_accuracy": 0.6708163265306122, "iteration": 265539, "loss_box_reg": 0.20426403591409326, "loss_cls": 0.15737315313890576, "loss_mask": 0.21816854365170002, "loss_rpn_cls": 0.026713918399764225, "loss_rpn_loc": 0.06670542346546426, "loss_sem_seg": 0.21153330011293292, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9128341070482131, "mask_rcnn/false_negative": 0.09244642116750659, "mask_rcnn/false_positive": 0.11296011917697872, "roi_head/num_bg_samples": 432.75, "roi_head/num_fg_samples": 79.25, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5734956274973229, "total_loss": 0.8785910492151743} {"data_time": 0.013096519498503767, "eta_seconds": 2530.419621508656, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.17120756338633436, "fast_rcnn/fg_cls_accuracy": 0.7931286549707602, "iteration": 265559, "loss_box_reg": 0.18512797798030078, "loss_cls": 0.14277424570173025, "loss_mask": 0.21415351470932364, "loss_rpn_cls": 0.019296172191843652, "loss_rpn_loc": 0.06562528725771699, "loss_sem_seg": 0.18498479120898992, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9072260764061723, "mask_rcnn/false_negative": 0.09485271793256037, "mask_rcnn/false_positive": 0.09718559452861539, "roi_head/num_bg_samples": 433.0, "roi_head/num_fg_samples": 79.0, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5781739169906359, "total_loss": 0.8171037304944093} {"data_time": 0.013004942491534166, "eta_seconds": 2520.923302463125, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.20386611777340255, "fast_rcnn/fg_cls_accuracy": 0.7736113597040749, "iteration": 265579, "loss_box_reg": 0.20582977728918195, "loss_cls": 0.16318690008483827, "loss_mask": 0.2200731486082077, "loss_rpn_cls": 0.0232394706854393, "loss_rpn_loc": 0.06809211839572527, "loss_sem_seg": 0.2060141609981656, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9108398166959091, "mask_rcnn/false_negative": 0.08713670255060871, "mask_rcnn/false_positive": 0.10335106724247614, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5813636944949394, "total_loss": 0.8991015090159635} {"data_time": 0.012475660492782481, "eta_seconds": 2510.046687348149, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.1994353097492111, "fast_rcnn/fg_cls_accuracy": 0.7657610129253495, "iteration": 265599, "loss_box_reg": 0.20068490516860038, "loss_cls": 0.1546338361222297, "loss_mask": 0.2124015362933278, "loss_rpn_cls": 0.023490769236559572, "loss_rpn_loc": 0.06002746784361079, "loss_sem_seg": 0.20970470132306218, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9213976921193778, "mask_rcnn/false_negative": 0.07196393490278298, "mask_rcnn/false_positive": 0.08579815162826829, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.57346188199881, "total_loss": 0.8385256596341151} {"data_time": 0.012184638500912115, "eta_seconds": 2498.809372449512, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.21838235294117647, "fast_rcnn/fg_cls_accuracy": 0.7616632860040567, "iteration": 265619, "loss_box_reg": 0.19298162194900215, "loss_cls": 0.14773303898982704, "loss_mask": 0.22228201711550355, "loss_rpn_cls": 0.022026540096703684, "loss_rpn_loc": 0.048551011335803196, "loss_sem_seg": 0.17919362662360072, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.915273285653547, "mask_rcnn/false_negative": 0.06880376351755926, "mask_rcnn/false_positive": 0.08801044479677694, "roi_head/num_bg_samples": 446.75, "roi_head/num_fg_samples": 65.25, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5727298545098165, "total_loss": 0.8657953083020402} {"data_time": 0.012481216501328163, "eta_seconds": 2487.4018884392426, "fast_rcnn/cls_accuracy": 0.95654296875, "fast_rcnn/false_negative": 0.18585465331850204, "fast_rcnn/fg_cls_accuracy": 0.7885916919959473, "iteration": 265639, "loss_box_reg": 0.19149321084842086, "loss_cls": 0.1453393988776952, "loss_mask": 0.2238559816032648, "loss_rpn_cls": 0.021026768881711178, "loss_rpn_loc": 0.06486594185116701, "loss_sem_seg": 0.18861380778253078, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8992255340605182, "mask_rcnn/false_negative": 0.08087205186936644, "mask_rcnn/false_positive": 0.1066103620644679, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5739541444927454, "total_loss": 0.8504535042884527} {"data_time": 0.011480334011139348, "eta_seconds": 2475.826555277963, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.25094082792857714, "fast_rcnn/fg_cls_accuracy": 0.7380094483145168, "iteration": 265659, "loss_box_reg": 0.19833386316895485, "loss_cls": 0.15168467466719449, "loss_mask": 0.2293311250396073, "loss_rpn_cls": 0.01999709031497332, "loss_rpn_loc": 0.05595528597768862, "loss_sem_seg": 0.1925108516588807, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8989361946548577, "mask_rcnn/false_negative": 0.0972317646935396, "mask_rcnn/false_positive": 0.09391324763376013, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5625450129882665, "total_loss": 0.8345384096901398} {"data_time": 0.013015367992920801, "eta_seconds": 2464.012864721124, "fast_rcnn/cls_accuracy": 0.9619140625, "fast_rcnn/false_negative": 0.24698691460055094, "fast_rcnn/fg_cls_accuracy": 0.7384641873278237, "iteration": 265679, "loss_box_reg": 0.1808575049508363, "loss_cls": 0.14567841205280274, "loss_mask": 0.2144970502704382, "loss_rpn_cls": 0.02146460473522893, "loss_rpn_loc": 0.05452052431064658, "loss_sem_seg": 0.1875614000018686, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9099838256500011, "mask_rcnn/false_negative": 0.08021406982193446, "mask_rcnn/false_positive": 0.10950707018094198, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5720557754975744, "total_loss": 0.8172586145738023} {"data_time": 0.012066368013620377, "eta_seconds": 2452.5266800214013, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.19173052362707535, "fast_rcnn/fg_cls_accuracy": 0.7386671832623015, "iteration": 265699, "loss_box_reg": 0.20374955609440804, "loss_cls": 0.15898493072018027, "loss_mask": 0.22658744920045137, "loss_rpn_cls": 0.022863683316245442, "loss_rpn_loc": 0.07364453154150397, "loss_sem_seg": 0.19025943079032004, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8987079312841079, "mask_rcnn/false_negative": 0.0983739106883467, "mask_rcnn/false_positive": 0.09788432781236286, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.5721306939958595, "total_loss": 0.8635788893734571} {"data_time": 0.01187636048416607, "eta_seconds": 2441.2032108010026, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.2863826643683822, "fast_rcnn/fg_cls_accuracy": 0.6867950324712316, "iteration": 265719, "loss_box_reg": 0.2090647267177701, "loss_cls": 0.16743366653099656, "loss_mask": 0.223450914490968, "loss_rpn_cls": 0.025606168739614077, "loss_rpn_loc": 0.054148249328136444, "loss_sem_seg": 0.1865063279401511, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8882139679325338, "mask_rcnn/false_negative": 0.10319225468763317, "mask_rcnn/false_positive": 0.11969716425682636, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5878860619995976, "total_loss": 0.913661375270749} {"data_time": 0.012381847991491668, "eta_seconds": 2430.1583276121237, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.2144097222222222, "fast_rcnn/fg_cls_accuracy": 0.7587575259989052, "iteration": 265739, "loss_box_reg": 0.19919940386898816, "loss_cls": 0.14987620001193136, "loss_mask": 0.22018119879066944, "loss_rpn_cls": 0.02518585469078971, "loss_rpn_loc": 0.06327941668860149, "loss_sem_seg": 0.1941286160144955, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9250497327098683, "mask_rcnn/false_negative": 0.06404682754855104, "mask_rcnn/false_positive": 0.08886791914495065, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5702301070123212, "total_loss": 0.8821076953609008} {"data_time": 0.012480391000281088, "eta_seconds": 2418.956984377626, "fast_rcnn/cls_accuracy": 0.95654296875, "fast_rcnn/false_negative": 0.20942116980368347, "fast_rcnn/fg_cls_accuracy": 0.7730651925276402, "iteration": 265759, "loss_box_reg": 0.20543063757941127, "loss_cls": 0.15547257382422686, "loss_mask": 0.2208038903772831, "loss_rpn_cls": 0.020116517691803892, "loss_rpn_loc": 0.06028200693981489, "loss_sem_seg": 0.19604219240136445, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9120612384297981, "mask_rcnn/false_negative": 0.0901951453951633, "mask_rcnn/false_positive": 0.10610346137944462, "roi_head/num_bg_samples": 450.5, "roi_head/num_fg_samples": 61.5, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5806366074975813, "total_loss": 0.8833856498026762} {"data_time": 0.012880260008387268, "eta_seconds": 2407.3452947314654, "fast_rcnn/cls_accuracy": 0.9560546875, "fast_rcnn/false_negative": 0.2104495456719273, "fast_rcnn/fg_cls_accuracy": 0.7747372236317507, "iteration": 265779, "loss_box_reg": 0.19586685579270124, "loss_cls": 0.1479055774398148, "loss_mask": 0.2166200908832252, "loss_rpn_cls": 0.022298148141999263, "loss_rpn_loc": 0.04997894589905627, "loss_sem_seg": 0.1855202972656116, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9129146557623253, "mask_rcnn/false_negative": 0.0774400173618125, "mask_rcnn/false_positive": 0.08823724045260511, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5691268620139454, "total_loss": 0.8091457909831661} {"data_time": 0.012528523991932161, "eta_seconds": 2396.6428070020484, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.20142857142857143, "fast_rcnn/fg_cls_accuracy": 0.7878981937602627, "iteration": 265799, "loss_box_reg": 0.19193975836969912, "loss_cls": 0.14660453889518976, "loss_mask": 0.21866958029568195, "loss_rpn_cls": 0.020515040025202325, "loss_rpn_loc": 0.05201466369908303, "loss_sem_seg": 0.21301378402858973, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9055135613567461, "mask_rcnn/false_negative": 0.07686401191206257, "mask_rcnn/false_positive": 0.11239354549061359, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 237.0, "rpn/num_pos_anchors": 19.0, "time": 0.5751186675042845, "total_loss": 0.8305686690437142} {"data_time": 0.01355501551006455, "eta_seconds": 2384.734532346818, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.2361111111111111, "fast_rcnn/fg_cls_accuracy": 0.7359130313199105, "iteration": 265819, "loss_box_reg": 0.18250172305852175, "loss_cls": 0.14158438076265156, "loss_mask": 0.20380148338153958, "loss_rpn_cls": 0.020960770154488273, "loss_rpn_loc": 0.057335982521180995, "loss_sem_seg": 0.20612213318236172, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9120399122669098, "mask_rcnn/false_negative": 0.08243527880727679, "mask_rcnn/false_positive": 0.1005788894446592, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5697616264806129, "total_loss": 0.8300394596881233} {"data_time": 0.012480453486205079, "eta_seconds": 2373.125745410478, "fast_rcnn/cls_accuracy": 0.95849609375, "fast_rcnn/false_negative": 0.19374756271935528, "fast_rcnn/fg_cls_accuracy": 0.7874149659863945, "iteration": 265839, "loss_box_reg": 0.17633937555365264, "loss_cls": 0.13897917862050235, "loss_mask": 0.20845330506563187, "loss_rpn_cls": 0.02093824690382462, "loss_rpn_loc": 0.0507263531544595, "loss_sem_seg": 0.1902118552243337, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9087892018172505, "mask_rcnn/false_negative": 0.08169749942443151, "mask_rcnn/false_positive": 0.09416310863278746, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.5714560155029176, "total_loss": 0.8082756118565158} {"data_time": 0.013925736508099362, "eta_seconds": 2361.18459474291, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.18589544513457557, "fast_rcnn/fg_cls_accuracy": 0.8141045548654244, "iteration": 265859, "loss_box_reg": 0.2167201607953757, "loss_cls": 0.17092003277502954, "loss_mask": 0.23197624320164323, "loss_rpn_cls": 0.026981782328221016, "loss_rpn_loc": 0.060924452845938504, "loss_sem_seg": 0.1983336138073355, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.896114453718655, "mask_rcnn/false_negative": 0.09762583154273938, "mask_rcnn/false_positive": 0.09744953488232672, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5737556060048519, "total_loss": 0.9246867484143877} {"data_time": 0.012239264498930424, "eta_seconds": 2349.4731452773995, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.20543973329576937, "fast_rcnn/fg_cls_accuracy": 0.7814598300230079, "iteration": 265879, "loss_box_reg": 0.20135862426832318, "loss_cls": 0.15134641574695706, "loss_mask": 0.21431033266708255, "loss_rpn_cls": 0.02142497105523944, "loss_rpn_loc": 0.056715509184869006, "loss_sem_seg": 0.1834306699456647, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9111790304732721, "mask_rcnn/false_negative": 0.08773378905462786, "mask_rcnn/false_positive": 0.10728394366575517, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5726535770081682, "total_loss": 0.8482078652014025} {"data_time": 0.012878959998488426, "eta_seconds": 2338.3767261629255, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.22178264402720158, "fast_rcnn/fg_cls_accuracy": 0.7722859664607238, "iteration": 265899, "loss_box_reg": 0.19557918841019273, "loss_cls": 0.1510368213057518, "loss_mask": 0.2173089012503624, "loss_rpn_cls": 0.020853511610766873, "loss_rpn_loc": 0.06610618866397999, "loss_sem_seg": 0.18794919946230948, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9106843073163111, "mask_rcnn/false_negative": 0.08446976954923496, "mask_rcnn/false_positive": 0.10144139817666195, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5891014950029785, "total_loss": 0.8212115535861813} {"data_time": 0.012306447490118444, "eta_seconds": 2327.3321402585425, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.1607981220657277, "fast_rcnn/fg_cls_accuracy": 0.8392018779342723, "iteration": 265919, "loss_box_reg": 0.21256701834499836, "loss_cls": 0.16217759146820754, "loss_mask": 0.21777514461427927, "loss_rpn_cls": 0.025444006339967018, "loss_rpn_loc": 0.06413165465346538, "loss_sem_seg": 0.18047936318907887, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9039413265306122, "mask_rcnn/false_negative": 0.09904314627515123, "mask_rcnn/false_positive": 0.07255513192705054, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.5687215039943112, "total_loss": 0.8969864077917009} {"data_time": 0.011914165515918285, "eta_seconds": 2315.9264448884933, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.2712500853417082, "fast_rcnn/fg_cls_accuracy": 0.6950000000000001, "iteration": 265939, "loss_box_reg": 0.19538171228487045, "loss_cls": 0.15417315950617194, "loss_mask": 0.21101563796401024, "loss_rpn_cls": 0.020335071538283955, "loss_rpn_loc": 0.04902174836024642, "loss_sem_seg": 0.19869700260460377, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.910217966092687, "mask_rcnn/false_negative": 0.08804391062346531, "mask_rcnn/false_positive": 0.10328704157478574, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5712021255021682, "total_loss": 0.8377837434018147} {"data_time": 0.011862965999171138, "eta_seconds": 2304.3452872802736, "fast_rcnn/cls_accuracy": 0.9619140625, "fast_rcnn/false_negative": 0.1867322198275862, "fast_rcnn/fg_cls_accuracy": 0.7356980846774194, "iteration": 265959, "loss_box_reg": 0.19943839544430375, "loss_cls": 0.16185804648557678, "loss_mask": 0.22569026844576, "loss_rpn_cls": 0.023725284389911394, "loss_rpn_loc": 0.05758977017831057, "loss_sem_seg": 0.18892011558637023, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.921686781267071, "mask_rcnn/false_negative": 0.08156168921311893, "mask_rcnn/false_positive": 0.08014056309482584, "roi_head/num_bg_samples": 455.25, "roi_head/num_fg_samples": 56.75, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5732882039883407, "total_loss": 0.8921712043211301} {"data_time": 0.012452968512661755, "eta_seconds": 2292.8643990620913, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.2580396984151408, "fast_rcnn/fg_cls_accuracy": 0.7367653917910448, "iteration": 265979, "loss_box_reg": 0.20723734865896404, "loss_cls": 0.16236860014032573, "loss_mask": 0.21482926094904542, "loss_rpn_cls": 0.024315977954756818, "loss_rpn_loc": 0.062436630003503524, "loss_sem_seg": 0.19091723067685962, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9140844781923185, "mask_rcnn/false_negative": 0.07668715461534029, "mask_rcnn/false_positive": 0.08959086421767846, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5668907595099881, "total_loss": 0.8725315882911673} {"data_time": 0.01281496201409027, "eta_seconds": 2282.8087374996394, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.17753960857409135, "fast_rcnn/fg_cls_accuracy": 0.7999378689033861, "iteration": 265999, "loss_box_reg": 0.2096051056869328, "loss_cls": 0.15104027604684234, "loss_mask": 0.22659682296216488, "loss_rpn_cls": 0.020937245746608824, "loss_rpn_loc": 0.05754453522968106, "loss_sem_seg": 0.1868326785042882, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8972123420057153, "mask_rcnn/false_negative": 0.08863822146780106, "mask_rcnn/false_positive": 0.10681412834315131, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5757702544942731, "total_loss": 0.8729177463828819} {"data_time": 0.013805932510877028, "eta_seconds": 2272.0622621725925, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.22148197852760737, "fast_rcnn/fg_cls_accuracy": 0.7754505368098159, "iteration": 266019, "loss_box_reg": 0.19883472006767988, "loss_cls": 0.14858804771210998, "loss_mask": 0.2235197084955871, "loss_rpn_cls": 0.02585416709916899, "loss_rpn_loc": 0.0522561757825315, "loss_sem_seg": 0.1867936486378312, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.900570344912348, "mask_rcnn/false_negative": 0.10178126884805769, "mask_rcnn/false_positive": 0.12046316630639403, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5846021939942148, "total_loss": 0.8040174148018195} {"data_time": 0.012110111492802389, "eta_seconds": 2260.303655620475, "fast_rcnn/cls_accuracy": 0.95849609375, "fast_rcnn/false_negative": 0.16565656565656567, "fast_rcnn/fg_cls_accuracy": 0.8171368861024033, "iteration": 266039, "loss_box_reg": 0.20225410792045295, "loss_cls": 0.1562640662305057, "loss_mask": 0.2190123233012855, "loss_rpn_cls": 0.023115094983950257, "loss_rpn_loc": 0.05756948313501198, "loss_sem_seg": 0.1976517332950607, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9162669439241551, "mask_rcnn/false_negative": 0.0822717222839814, "mask_rcnn/false_positive": 0.08273525640337236, "roi_head/num_bg_samples": 455.5, "roi_head/num_fg_samples": 56.5, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.573047903002589, "total_loss": 0.8674874947846547} {"data_time": 0.012382614018861204, "eta_seconds": 2250.504438091142, "fast_rcnn/cls_accuracy": 0.95556640625, "fast_rcnn/false_negative": 0.24978213507625274, "fast_rcnn/fg_cls_accuracy": 0.7348357524828113, "iteration": 266059, "loss_box_reg": 0.20913150068372488, "loss_cls": 0.16075025917962193, "loss_mask": 0.23155342740938067, "loss_rpn_cls": 0.025304335285909474, "loss_rpn_loc": 0.05326585556031205, "loss_sem_seg": 0.21430324111133814, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8933493057489983, "mask_rcnn/false_negative": 0.07928307661194973, "mask_rcnn/false_positive": 0.11748421613542656, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5670179494918557, "total_loss": 0.9061661798477871} {"data_time": 0.011567419511266053, "eta_seconds": 2239.8068201280985, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.20869565217391306, "fast_rcnn/fg_cls_accuracy": 0.7681797128300138, "iteration": 266079, "loss_box_reg": 0.19884372514206916, "loss_cls": 0.15862794499844313, "loss_mask": 0.2207753169350326, "loss_rpn_cls": 0.023759810079354793, "loss_rpn_loc": 0.05307850976532791, "loss_sem_seg": 0.18150285235606134, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9116783875712446, "mask_rcnn/false_negative": 0.07569105118818513, "mask_rcnn/false_positive": 0.09697267181743865, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5739024930226151, "total_loss": 0.8479160234201117} {"data_time": 0.012833500513806939, "eta_seconds": 2228.9057175905764, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.22341008771929824, "fast_rcnn/fg_cls_accuracy": 0.7433210784313726, "iteration": 266099, "loss_box_reg": 0.1924658824573271, "loss_cls": 0.15555347921326756, "loss_mask": 0.22233396815136075, "loss_rpn_cls": 0.017996784869865223, "loss_rpn_loc": 0.05508780581294559, "loss_sem_seg": 0.17613916157279164, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9102152255639098, "mask_rcnn/false_negative": 0.08470865821058612, "mask_rcnn/false_positive": 0.10116731932631731, "roi_head/num_bg_samples": 426.75, "roi_head/num_fg_samples": 85.25, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5797499110049102, "total_loss": 0.830335025635577} {"data_time": 0.01234189850219991, "eta_seconds": 2219.7848791046417, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.2018796992481203, "fast_rcnn/fg_cls_accuracy": 0.7497314715359829, "iteration": 266119, "loss_box_reg": 0.20638625347055495, "loss_cls": 0.14818254485726357, "loss_mask": 0.2191335721872747, "loss_rpn_cls": 0.019214593675314973, "loss_rpn_loc": 0.056405928917229176, "loss_sem_seg": 0.19396102207247168, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9006788541976676, "mask_rcnn/false_negative": 0.09069426827439325, "mask_rcnn/false_positive": 0.10277504989526318, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5736764705070527, "total_loss": 0.8422911314673911} {"data_time": 0.01282509851444047, "eta_seconds": 2208.3456372643705, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.17982882707644426, "fast_rcnn/fg_cls_accuracy": 0.8008713794796269, "iteration": 266139, "loss_box_reg": 0.21494979364797473, "loss_cls": 0.16382748156320304, "loss_mask": 0.22467549797147512, "loss_rpn_cls": 0.024963205843960168, "loss_rpn_loc": 0.06538458546856418, "loss_sem_seg": 0.1853442839346826, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9047019773567481, "mask_rcnn/false_negative": 0.0742249103802616, "mask_rcnn/false_positive": 0.11565597603617181, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5771185339835938, "total_loss": 0.8741638508945471} {"data_time": 0.012158439989434555, "eta_seconds": 2196.223465566174, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.2222222222222222, "fast_rcnn/fg_cls_accuracy": 0.7305340857972438, "iteration": 266159, "loss_box_reg": 0.20410672901198268, "loss_cls": 0.15894407272571698, "loss_mask": 0.2200452466495335, "loss_rpn_cls": 0.021130856741365278, "loss_rpn_loc": 0.062026691768551245, "loss_sem_seg": 0.1924232211895287, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9085923202769048, "mask_rcnn/false_negative": 0.08472433073499219, "mask_rcnn/false_positive": 0.10459317853346564, "roi_head/num_bg_samples": 427.5, "roi_head/num_fg_samples": 84.5, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.5679217180004343, "total_loss": 0.8617472844489384} {"data_time": 0.012856100001954474, "eta_seconds": 2185.467153583828, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.1868864468864469, "fast_rcnn/fg_cls_accuracy": 0.8131135531135532, "iteration": 266179, "loss_box_reg": 0.20225304504856467, "loss_cls": 0.15612012054771185, "loss_mask": 0.2082320931367576, "loss_rpn_cls": 0.025965425729737035, "loss_rpn_loc": 0.07221293583279476, "loss_sem_seg": 0.20033787097781897, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8907136186996707, "mask_rcnn/false_negative": 0.08758844738638225, "mask_rcnn/false_positive": 0.1251460791502172, "roi_head/num_bg_samples": 429.5, "roi_head/num_fg_samples": 82.5, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.576284961993224, "total_loss": 0.8718963353530853} {"data_time": 0.013269745002617128, "eta_seconds": 2173.327140396723, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.25142378559463985, "fast_rcnn/fg_cls_accuracy": 0.7244859813084112, "iteration": 266199, "loss_box_reg": 0.20722817862406373, "loss_cls": 0.16647714585997164, "loss_mask": 0.2342672781087458, "loss_rpn_cls": 0.024491961405146867, "loss_rpn_loc": 0.06493410478287842, "loss_sem_seg": 0.19394991162698716, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8967046396557674, "mask_rcnn/false_negative": 0.08405167357316568, "mask_rcnn/false_positive": 0.12902325417200805, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5678338675061241, "total_loss": 0.9009892041490275} {"data_time": 0.013115035995724611, "eta_seconds": 2160.090627427926, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.2826761187416925, "fast_rcnn/fg_cls_accuracy": 0.6846846846846847, "iteration": 266219, "loss_box_reg": 0.21056371345184743, "loss_cls": 0.16135976184159517, "loss_mask": 0.22365596797317266, "loss_rpn_cls": 0.02732999942236347, "loss_rpn_loc": 0.07067454727075528, "loss_sem_seg": 0.18084318283945322, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8985368328280086, "mask_rcnn/false_negative": 0.08738919975280436, "mask_rcnn/false_positive": 0.13311653810714785, "roi_head/num_bg_samples": 425.75, "roi_head/num_fg_samples": 86.25, "rpn/num_neg_anchors": 198.0, "rpn/num_pos_anchors": 58.0, "time": 0.5672205914888764, "total_loss": 0.9060764253445086} {"data_time": 0.01268366449221503, "eta_seconds": 2146.3902341365174, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.2774725274725275, "fast_rcnn/fg_cls_accuracy": 0.7106941081517353, "iteration": 266239, "loss_box_reg": 0.1869880200829357, "loss_cls": 0.1454646410420537, "loss_mask": 0.21594437398016453, "loss_rpn_cls": 0.02122660219174577, "loss_rpn_loc": 0.05758396178134717, "loss_sem_seg": 0.19129621307365596, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8972282440153151, "mask_rcnn/false_negative": 0.1029469059958087, "mask_rcnn/false_positive": 0.09999024810174509, "roi_head/num_bg_samples": 425.5, "roi_head/num_fg_samples": 86.5, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.5663065389962867, "total_loss": 0.8178006966627436} {"data_time": 0.013046331005170941, "eta_seconds": 2136.6889340128982, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.2114692218350755, "fast_rcnn/fg_cls_accuracy": 0.7680749128919862, "iteration": 266259, "loss_box_reg": 0.2008473016321659, "loss_cls": 0.1616518625523895, "loss_mask": 0.21005625370889902, "loss_rpn_cls": 0.022749081248548464, "loss_rpn_loc": 0.058676178741734475, "loss_sem_seg": 0.2062495737336576, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8959269998775663, "mask_rcnn/false_negative": 0.07605045430331059, "mask_rcnn/false_positive": 0.10901186573474031, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.5709060520166531, "total_loss": 0.9108102745647102} {"data_time": 0.011909150998690166, "eta_seconds": 2123.3408202527644, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.21715943113772457, "fast_rcnn/fg_cls_accuracy": 0.7530290980538923, "iteration": 266279, "loss_box_reg": 0.18689791788347065, "loss_cls": 0.15045858698431402, "loss_mask": 0.2209486667998135, "loss_rpn_cls": 0.021506201755983057, "loss_rpn_loc": 0.05466725007863715, "loss_sem_seg": 0.21557706757448614, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8974193723997569, "mask_rcnn/false_negative": 0.09730914783328898, "mask_rcnn/false_positive": 0.11473744250983903, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.5556119115062756, "total_loss": 0.8542733736721857} {"data_time": 0.011712123508914374, "eta_seconds": 2112.1484330069798, "fast_rcnn/cls_accuracy": 0.9560546875, "fast_rcnn/false_negative": 0.2093253968253968, "fast_rcnn/fg_cls_accuracy": 0.7724867724867726, "iteration": 266299, "loss_box_reg": 0.21789378253743052, "loss_cls": 0.16206257208250463, "loss_mask": 0.22158137429505587, "loss_rpn_cls": 0.021456186099385377, "loss_rpn_loc": 0.06698928860714659, "loss_sem_seg": 0.19509718706831336, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9018895256515305, "mask_rcnn/false_negative": 0.07936296094191753, "mask_rcnn/false_positive": 0.10864351106317566, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5674497300060466, "total_loss": 0.8861673642641108} {"data_time": 0.01229353150120005, "eta_seconds": 2100.734499297134, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.2906268480189237, "fast_rcnn/fg_cls_accuracy": 0.6788389513108615, "iteration": 266319, "loss_box_reg": 0.18909600260667503, "loss_cls": 0.161831378005445, "loss_mask": 0.21919553820043802, "loss_rpn_cls": 0.02250647675828077, "loss_rpn_loc": 0.0502369329915382, "loss_sem_seg": 0.20227978890761733, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8967421796488482, "mask_rcnn/false_negative": 0.0944119141804472, "mask_rcnn/false_positive": 0.11185005710987052, "roi_head/num_bg_samples": 437.25, "roi_head/num_fg_samples": 74.75, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.5790936454868643, "total_loss": 0.8487460221749643} {"data_time": 0.01233370800036937, "eta_seconds": 2090.5046209022257, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.2391254578754579, "fast_rcnn/fg_cls_accuracy": 0.7281981605351171, "iteration": 266339, "loss_box_reg": 0.1921532670967281, "loss_cls": 0.15122473030351102, "loss_mask": 0.22856802679598331, "loss_rpn_cls": 0.023375855224003317, "loss_rpn_loc": 0.05754384904867038, "loss_sem_seg": 0.18944350932724774, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9006761232606806, "mask_rcnn/false_negative": 0.0818582884527416, "mask_rcnn/false_positive": 0.10876526557760685, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.571591261512367, "total_loss": 0.8448928171710577} {"data_time": 0.01291574549395591, "eta_seconds": 2079.57348536246, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.19563269876819708, "fast_rcnn/fg_cls_accuracy": 0.7671218376204085, "iteration": 266359, "loss_box_reg": 0.19339375151321292, "loss_cls": 0.15130160516127944, "loss_mask": 0.2143987901508808, "loss_rpn_cls": 0.026390111070213607, "loss_rpn_loc": 0.06314039329299703, "loss_sem_seg": 0.17614823067560792, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9156136740874157, "mask_rcnn/false_negative": 0.06948438991448003, "mask_rcnn/false_positive": 0.09285940399308573, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.573613911998109, "total_loss": 0.8423786370985908} {"data_time": 0.011693893000483513, "eta_seconds": 2069.919322928443, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.20194174757281552, "fast_rcnn/fg_cls_accuracy": 0.7878571428571428, "iteration": 266379, "loss_box_reg": 0.1867405530065298, "loss_cls": 0.142758650588803, "loss_mask": 0.20654214080423117, "loss_rpn_cls": 0.018035812940070173, "loss_rpn_loc": 0.047314132782048546, "loss_sem_seg": 0.21363561134785414, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9037349075472025, "mask_rcnn/false_negative": 0.0775909260216284, "mask_rcnn/false_positive": 0.10200555836947067, "roi_head/num_bg_samples": 433.0, "roi_head/num_fg_samples": 79.0, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5759932785003912, "total_loss": 0.7920433580911777} {"data_time": 0.011498748499434441, "eta_seconds": 2059.0920862508647, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.23974008207934336, "fast_rcnn/fg_cls_accuracy": 0.7429193899782135, "iteration": 266399, "loss_box_reg": 0.19523075106553733, "loss_cls": 0.15630671207327396, "loss_mask": 0.2108092582784593, "loss_rpn_cls": 0.02068105576108792, "loss_rpn_loc": 0.05629253948427504, "loss_sem_seg": 0.18150554737076163, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9064665960723912, "mask_rcnn/false_negative": 0.07473865233820964, "mask_rcnn/false_positive": 0.0929676982106057, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5856508764991304, "total_loss": 0.8753858491691062} {"data_time": 0.012376596991089173, "eta_seconds": 2046.5578383001703, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.23407525172231053, "fast_rcnn/fg_cls_accuracy": 0.7428037726604606, "iteration": 266419, "loss_box_reg": 0.2063914705067873, "loss_cls": 0.15576408128254116, "loss_mask": 0.22162482235580683, "loss_rpn_cls": 0.024688248177881178, "loss_rpn_loc": 0.06334459554636851, "loss_sem_seg": 0.18462717393413186, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8991119283378323, "mask_rcnn/false_negative": 0.0925458231723209, "mask_rcnn/false_positive": 0.11747701241549814, "roi_head/num_bg_samples": 426.5, "roi_head/num_fg_samples": 85.5, "rpn/num_neg_anchors": 207.25, "rpn/num_pos_anchors": 48.75, "time": 0.5678174929926172, "total_loss": 0.8420543243992142} {"data_time": 0.012106712500099093, "eta_seconds": 2036.26874314803, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.25722014558331696, "fast_rcnn/fg_cls_accuracy": 0.7306020066889631, "iteration": 266439, "loss_box_reg": 0.19653306785039604, "loss_cls": 0.15656167757697403, "loss_mask": 0.21154437959194183, "loss_rpn_cls": 0.021677727988162587, "loss_rpn_loc": 0.058622999233193696, "loss_sem_seg": 0.21340061025694013, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8999064055043429, "mask_rcnn/false_negative": 0.08034688602737852, "mask_rcnn/false_positive": 0.10554115436417494, "roi_head/num_bg_samples": 453.75, "roi_head/num_fg_samples": 58.25, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5598979744972894, "total_loss": 0.8813026702555362} {"data_time": 0.011874994495883584, "eta_seconds": 2024.8322436077433, "fast_rcnn/cls_accuracy": 0.96044921875, "fast_rcnn/false_negative": 0.19917355371900827, "fast_rcnn/fg_cls_accuracy": 0.7872685185185185, "iteration": 266459, "loss_box_reg": 0.18540860014036298, "loss_cls": 0.13628808758221567, "loss_mask": 0.20664535905234516, "loss_rpn_cls": 0.02590269704705861, "loss_rpn_loc": 0.06188957209815271, "loss_sem_seg": 0.1851727175526321, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9119167917667554, "mask_rcnn/false_negative": 0.0893379577198943, "mask_rcnn/false_positive": 0.09554396127377238, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.570605228014756, "total_loss": 0.8137048058651999} {"data_time": 0.013032168499194086, "eta_seconds": 2014.0542062085733, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.27188974056603776, "fast_rcnn/fg_cls_accuracy": 0.7213224085365854, "iteration": 266479, "loss_box_reg": 0.19794419268146157, "loss_cls": 0.15564071759581566, "loss_mask": 0.22577456291764975, "loss_rpn_cls": 0.022553942327249388, "loss_rpn_loc": 0.0550882320094388, "loss_sem_seg": 0.17867221869528294, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8881290272190823, "mask_rcnn/false_negative": 0.08568410033355639, "mask_rcnn/false_positive": 0.133838921949003, "roi_head/num_bg_samples": 423.25, "roi_head/num_fg_samples": 88.75, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.5747192580020055, "total_loss": 0.8174355704104528} {"data_time": 0.012154233496403322, "eta_seconds": 2002.613966468678, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.2731388329979879, "fast_rcnn/fg_cls_accuracy": 0.7009533740503501, "iteration": 266499, "loss_box_reg": 0.19433668488636613, "loss_cls": 0.1481547235744074, "loss_mask": 0.21641924232244492, "loss_rpn_cls": 0.025587919939425774, "loss_rpn_loc": 0.06452676413755398, "loss_sem_seg": 0.1883450085297227, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8986041559510556, "mask_rcnn/false_negative": 0.09424143642205432, "mask_rcnn/false_positive": 0.10696941884938296, "roi_head/num_bg_samples": 436.5, "roi_head/num_fg_samples": 75.5, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.5732760359824169, "total_loss": 0.8495478054846899} {"data_time": 0.012452040988137014, "eta_seconds": 1992.9449204283446, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.2434170702179177, "fast_rcnn/fg_cls_accuracy": 0.7508560178051704, "iteration": 266519, "loss_box_reg": 0.19881466310471296, "loss_cls": 0.16169813461601734, "loss_mask": 0.23339010402560234, "loss_rpn_cls": 0.02182392026497837, "loss_rpn_loc": 0.055082887469325215, "loss_sem_seg": 0.20353074744343758, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9053562188270606, "mask_rcnn/false_negative": 0.08822940321496966, "mask_rcnn/false_positive": 0.10201295204819204, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5818088639935013, "total_loss": 0.9053250576689607} {"data_time": 0.012282553012482822, "eta_seconds": 1980.5720890408993, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.20551070551070552, "fast_rcnn/fg_cls_accuracy": 0.7854802854802855, "iteration": 266539, "loss_box_reg": 0.19650435470975935, "loss_cls": 0.15595380146987736, "loss_mask": 0.21016974467784166, "loss_rpn_cls": 0.021235906744550448, "loss_rpn_loc": 0.05286363323102705, "loss_sem_seg": 0.19829450733959675, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8966275485424864, "mask_rcnn/false_negative": 0.09016359691753714, "mask_rcnn/false_positive": 0.1191985267892526, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5699205389828421, "total_loss": 0.8617115280649159} {"data_time": 0.012528046005172655, "eta_seconds": 1968.4749337829417, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.12298981825102293, "fast_rcnn/fg_cls_accuracy": 0.8467741935483871, "iteration": 266559, "loss_box_reg": 0.19918335229158401, "loss_cls": 0.15345440292730927, "loss_mask": 0.21432585874572396, "loss_rpn_cls": 0.02363371371757239, "loss_rpn_loc": 0.07145376194966957, "loss_sem_seg": 0.20939412526786327, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9181903952057013, "mask_rcnn/false_negative": 0.05946070072429095, "mask_rcnn/false_positive": 0.09430338141396066, "roi_head/num_bg_samples": 461.75, "roi_head/num_fg_samples": 50.25, "rpn/num_neg_anchors": 241.0, "rpn/num_pos_anchors": 15.0, "time": 0.5703307400108315, "total_loss": 0.8808916016714647} {"data_time": 0.011259033999522217, "eta_seconds": 1955.590721827728, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.2211111111111111, "fast_rcnn/fg_cls_accuracy": 0.7523013565891472, "iteration": 266579, "loss_box_reg": 0.1884248568676412, "loss_cls": 0.15119376149959862, "loss_mask": 0.2120922328904271, "loss_rpn_cls": 0.019188844999007415, "loss_rpn_loc": 0.054109713149955496, "loss_sem_seg": 0.17605597141664475, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9128043214504771, "mask_rcnn/false_negative": 0.07802933825337069, "mask_rcnn/false_positive": 0.1064630658588562, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5630563684972003, "total_loss": 0.8221930320041793} {"data_time": 0.011705049997544847, "eta_seconds": 1944.1578617176565, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.2127199597787833, "fast_rcnn/fg_cls_accuracy": 0.7632783882783882, "iteration": 266599, "loss_box_reg": 0.20843183738179505, "loss_cls": 0.1588712891098112, "loss_mask": 0.2208735654130578, "loss_rpn_cls": 0.0235677087912336, "loss_rpn_loc": 0.06527907869894989, "loss_sem_seg": 0.1903972396394238, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8998556265649036, "mask_rcnn/false_negative": 0.09209339641879254, "mask_rcnn/false_positive": 0.10984575659916092, "roi_head/num_bg_samples": 431.75, "roi_head/num_fg_samples": 80.25, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.5717501464969246, "total_loss": 0.8662019987241365} {"data_time": 0.012076854996848851, "eta_seconds": 1932.2569258008589, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.2761967501097936, "fast_rcnn/fg_cls_accuracy": 0.7193840579710145, "iteration": 266619, "loss_box_reg": 0.19104871526360512, "loss_cls": 0.15718256594846025, "loss_mask": 0.20981743792071939, "loss_rpn_cls": 0.022530689388077008, "loss_rpn_loc": 0.06216861905704718, "loss_sem_seg": 0.20430838130414486, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9119673212534442, "mask_rcnn/false_negative": 0.09143277172292781, "mask_rcnn/false_positive": 0.08425278450280482, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5687949774874141, "total_loss": 0.8537487518224225} {"data_time": 0.011953619003179483, "eta_seconds": 1920.1391017094284, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.21837197580645162, "fast_rcnn/fg_cls_accuracy": 0.7570547459199826, "iteration": 266639, "loss_box_reg": 0.18961624219082296, "loss_cls": 0.1465619916561991, "loss_mask": 0.20712640322744846, "loss_rpn_cls": 0.01923851931860554, "loss_rpn_loc": 0.03937471139943227, "loss_sem_seg": 0.18104561301879585, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9219571369932945, "mask_rcnn/false_negative": 0.06795574449339768, "mask_rcnn/false_positive": 0.08725300054664277, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 234.25, "rpn/num_pos_anchors": 21.75, "time": 0.5703697795106564, "total_loss": 0.7635801319670463} {"data_time": 0.012540325507870875, "eta_seconds": 1910.4211774962896, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.2321863051790059, "fast_rcnn/fg_cls_accuracy": 0.7501502403846154, "iteration": 266659, "loss_box_reg": 0.2389698576880619, "loss_cls": 0.16817379265557975, "loss_mask": 0.2293213726952672, "loss_rpn_cls": 0.026694520684031886, "loss_rpn_loc": 0.061063125263899565, "loss_sem_seg": 0.19514995586359873, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9042691958237457, "mask_rcnn/false_negative": 0.0884309295474126, "mask_rcnn/false_positive": 0.09168767616887855, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5825495175085962, "total_loss": 0.9287719676503912} {"data_time": 0.012279667993425392, "eta_seconds": 1898.4264212773705, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.20716471188169303, "fast_rcnn/fg_cls_accuracy": 0.7698959101712974, "iteration": 266679, "loss_box_reg": 0.19275615428341553, "loss_cls": 0.154230835090857, "loss_mask": 0.21929314779117703, "loss_rpn_cls": 0.022630092862527817, "loss_rpn_loc": 0.06156207851017825, "loss_sem_seg": 0.20274757244624197, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.904296493296285, "mask_rcnn/false_negative": 0.09101849152032482, "mask_rcnn/false_positive": 0.10131508925041316, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5675080929941032, "total_loss": 0.8641662826294123} {"data_time": 0.012834136010496877, "eta_seconds": 1886.993561167299, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.21717171717171718, "fast_rcnn/fg_cls_accuracy": 0.7828282828282829, "iteration": 266699, "loss_box_reg": 0.2035201909020543, "loss_cls": 0.16261528187897056, "loss_mask": 0.22267864271998405, "loss_rpn_cls": 0.02399178733867302, "loss_rpn_loc": 0.06478580384282395, "loss_sem_seg": 0.18786443234421313, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.923584948072993, "mask_rcnn/false_negative": 0.07274240258161527, "mask_rcnn/false_positive": 0.0792795636809077, "roi_head/num_bg_samples": 451.75, "roi_head/num_fg_samples": 60.25, "rpn/num_neg_anchors": 234.75, "rpn/num_pos_anchors": 21.25, "time": 0.5716296635073377, "total_loss": 0.863481057494937} {"data_time": 0.01368491750326939, "eta_seconds": 1874.3286248503573, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.2067552486573202, "fast_rcnn/fg_cls_accuracy": 0.7579388271965712, "iteration": 266719, "loss_box_reg": 0.1970931354444474, "loss_cls": 0.15095176541944966, "loss_mask": 0.2208276093006134, "loss_rpn_cls": 0.024902624754759017, "loss_rpn_loc": 0.05156360269756988, "loss_sem_seg": 0.17279985814820975, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9083836671314489, "mask_rcnn/false_negative": 0.07380798850566231, "mask_rcnn/false_positive": 0.12083017244295126, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5743948080053087, "total_loss": 0.8029878600573284} {"data_time": 0.012056936509907246, "eta_seconds": 1861.7246356263058, "fast_rcnn/cls_accuracy": 0.95947265625, "fast_rcnn/false_negative": 0.19473335979886197, "fast_rcnn/fg_cls_accuracy": 0.7921662035199153, "iteration": 266739, "loss_box_reg": 0.1904760547913611, "loss_cls": 0.1473296764306724, "loss_mask": 0.22545723244547844, "loss_rpn_cls": 0.02364978662262729, "loss_rpn_loc": 0.048598915862385184, "loss_sem_seg": 0.19373666122555733, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.896407086002766, "mask_rcnn/false_negative": 0.09600873769363381, "mask_rcnn/false_positive": 0.11127802717313977, "roi_head/num_bg_samples": 433.75, "roi_head/num_fg_samples": 78.25, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5593561264977325, "total_loss": 0.8469968374047312} {"data_time": 0.012962833003257401, "eta_seconds": 1849.6974674727244, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.16594202898550725, "fast_rcnn/fg_cls_accuracy": 0.8260631644777986, "iteration": 266759, "loss_box_reg": 0.20115275122225285, "loss_cls": 0.1568025213200599, "loss_mask": 0.22173570236191154, "loss_rpn_cls": 0.020533607799734455, "loss_rpn_loc": 0.05821969170938246, "loss_sem_seg": 0.1877951938076876, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9150636216024871, "mask_rcnn/false_negative": 0.08338486426607475, "mask_rcnn/false_positive": 0.07800448882828043, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.5744954720139503, "total_loss": 0.8456948603907222} {"data_time": 0.01175137801328674, "eta_seconds": 1839.5840666918375, "fast_rcnn/cls_accuracy": 0.96533203125, "fast_rcnn/false_negative": 0.2277604166666667, "fast_rcnn/fg_cls_accuracy": 0.7546252927400469, "iteration": 266779, "loss_box_reg": 0.18091880809515715, "loss_cls": 0.14248589926864952, "loss_mask": 0.21829165192320943, "loss_rpn_cls": 0.022626724319707137, "loss_rpn_loc": 0.056270900153322145, "loss_sem_seg": 0.20598541852086782, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9029764857023523, "mask_rcnn/false_negative": 0.0740615854538535, "mask_rcnn/false_positive": 0.11139878465790447, "roi_head/num_bg_samples": 450.75, "roi_head/num_fg_samples": 61.25, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5776686659955885, "total_loss": 0.8011517713766807} {"data_time": 0.012783022990333848, "eta_seconds": 1826.8000902608328, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.21386138613861388, "fast_rcnn/fg_cls_accuracy": 0.7811881188118812, "iteration": 266799, "loss_box_reg": 0.19069524528458714, "loss_cls": 0.15231346839573234, "loss_mask": 0.20907519152387977, "loss_rpn_cls": 0.020040906654685386, "loss_rpn_loc": 0.05593172466615215, "loss_sem_seg": 0.19958795444108546, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9050473039490521, "mask_rcnn/false_negative": 0.07671191417066595, "mask_rcnn/false_positive": 0.11015068461260338, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.560350745494361, "total_loss": 0.8093068797570595} {"data_time": 0.01138903049286455, "eta_seconds": 1816.0521514649736, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.15499827348066297, "fast_rcnn/fg_cls_accuracy": 0.78515625, "iteration": 266819, "loss_box_reg": 0.2039792649447918, "loss_cls": 0.14995823695790023, "loss_mask": 0.22669274313375354, "loss_rpn_cls": 0.023964571286342107, "loss_rpn_loc": 0.060709991987096146, "loss_sem_seg": 0.18404498894233257, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9073314591747772, "mask_rcnn/false_negative": 0.07865205058378372, "mask_rcnn/false_positive": 0.11194484521312054, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5726064984919503, "total_loss": 0.8614012490106688} {"data_time": 0.01138645751052536, "eta_seconds": 1805.3167447416636, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.21146812957157785, "fast_rcnn/fg_cls_accuracy": 0.7655771195097038, "iteration": 266839, "loss_box_reg": 0.20805876143276691, "loss_cls": 0.1661577473860234, "loss_mask": 0.22682933462783694, "loss_rpn_cls": 0.02389284787932411, "loss_rpn_loc": 0.06598866559215821, "loss_sem_seg": 0.20429802034050226, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9190558505747564, "mask_rcnn/false_negative": 0.08737583167539562, "mask_rcnn/false_positive": 0.09066839144551621, "roi_head/num_bg_samples": 425.25, "roi_head/num_fg_samples": 86.75, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.5820524790033232, "total_loss": 0.8912817358504981} {"data_time": 0.012774174494552426, "eta_seconds": 1794.351176670214, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.14277990190398948, "fast_rcnn/fg_cls_accuracy": 0.7599673202614379, "iteration": 266859, "loss_box_reg": 0.19461315555963665, "loss_cls": 0.14774772012606263, "loss_mask": 0.21918906876817346, "loss_rpn_cls": 0.022578995922231115, "loss_rpn_loc": 0.05037397297564894, "loss_sem_seg": 0.21237709349952638, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9028334241962914, "mask_rcnn/false_negative": 0.07845088911147734, "mask_rcnn/false_positive": 0.1184249645328489, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5733528385026148, "total_loss": 0.8510453769322339} {"data_time": 0.011465823525213636, "eta_seconds": 1782.4718634415476, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.23333333333333334, "fast_rcnn/fg_cls_accuracy": 0.7445628997867804, "iteration": 266879, "loss_box_reg": 0.2064959486015141, "loss_cls": 0.16031142848078161, "loss_mask": 0.22057407535612583, "loss_rpn_cls": 0.025022188490765984, "loss_rpn_loc": 0.058589020067302044, "loss_sem_seg": 0.21302889776416123, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9096582589448989, "mask_rcnn/false_negative": 0.08896863035360916, "mask_rcnn/false_positive": 0.08430912768298689, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5650019169988809, "total_loss": 0.8833667805138248} {"data_time": 0.013070179484202527, "eta_seconds": 1769.781871989282, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.2402725101840146, "fast_rcnn/fg_cls_accuracy": 0.7270322402865803, "iteration": 266899, "loss_box_reg": 0.16530890041030943, "loss_cls": 0.14192569674924016, "loss_mask": 0.20594071550294757, "loss_rpn_cls": 0.020387136086355895, "loss_rpn_loc": 0.05309761516400613, "loss_sem_seg": 0.186395357362926, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.921739218021037, "mask_rcnn/false_negative": 0.0665486953551187, "mask_rcnn/false_positive": 0.09342509531885698, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 237.25, "rpn/num_pos_anchors": 18.75, "time": 0.5649978020082926, "total_loss": 0.7856979582829808} {"data_time": 0.012312479506363161, "eta_seconds": 1758.1708522551635, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.20481338481338482, "fast_rcnn/fg_cls_accuracy": 0.7886560029417172, "iteration": 266919, "loss_box_reg": 0.19397879531607032, "loss_cls": 0.14633679145481437, "loss_mask": 0.2134916395880282, "loss_rpn_cls": 0.02132235213139211, "loss_rpn_loc": 0.055969810753595084, "loss_sem_seg": 0.18604360870085657, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9237977044099493, "mask_rcnn/false_negative": 0.07260921148086927, "mask_rcnn/false_positive": 0.10060135824208923, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5581680854957085, "total_loss": 0.8027359299194359} {"data_time": 0.011715526488842443, "eta_seconds": 1746.6578273938067, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.21325966850828731, "fast_rcnn/fg_cls_accuracy": 0.7648395050454317, "iteration": 266939, "loss_box_reg": 0.18903674185276031, "loss_cls": 0.13724565436132252, "loss_mask": 0.2138463594019413, "loss_rpn_cls": 0.019856596909448854, "loss_rpn_loc": 0.0527812840155093, "loss_sem_seg": 0.18182224011979997, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.899057780602919, "mask_rcnn/false_negative": 0.09453545958448945, "mask_rcnn/false_positive": 0.11027597031305954, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 231.25, "rpn/num_pos_anchors": 24.75, "time": 0.562292836009874, "total_loss": 0.8339879042832763} {"data_time": 0.012480659497668967, "eta_seconds": 1735.9583031125221, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.17486895748398368, "fast_rcnn/fg_cls_accuracy": 0.8218770654329147, "iteration": 266959, "loss_box_reg": 0.21592438919469714, "loss_cls": 0.1645273717585951, "loss_mask": 0.2270210743881762, "loss_rpn_cls": 0.025192054847138934, "loss_rpn_loc": 0.05852710156614194, "loss_sem_seg": 0.21883270656690001, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9129141501861867, "mask_rcnn/false_negative": 0.07121017349502615, "mask_rcnn/false_positive": 0.09531051216501803, "roi_head/num_bg_samples": 453.5, "roi_head/num_fg_samples": 58.5, "rpn/num_neg_anchors": 234.5, "rpn/num_pos_anchors": 21.5, "time": 0.5857991009979742, "total_loss": 0.9024934385161032} {"data_time": 0.012667395494645461, "eta_seconds": 1725.058862267717, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.25785986975072983, "fast_rcnn/fg_cls_accuracy": 0.7212334113973459, "iteration": 266979, "loss_box_reg": 0.19021548912860453, "loss_cls": 0.14439855486853048, "loss_mask": 0.21683567622676492, "loss_rpn_cls": 0.021696803843951784, "loss_rpn_loc": 0.05762536782276584, "loss_sem_seg": 0.17396229319274426, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9034057614945168, "mask_rcnn/false_negative": 0.08230552848929301, "mask_rcnn/false_positive": 0.09881374441029944, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.571488544010208, "total_loss": 0.8515889515329036} {"data_time": 0.011412986001232639, "eta_seconds": 1712.6131662941334, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.2133525674273859, "fast_rcnn/fg_cls_accuracy": 0.7864460794798306, "iteration": 266999, "loss_box_reg": 0.18137290654703975, "loss_cls": 0.14280974364373833, "loss_mask": 0.2082002330571413, "loss_rpn_cls": 0.02146472489403095, "loss_rpn_loc": 0.0477515374077484, "loss_sem_seg": 0.1813924426678568, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.924369069720236, "mask_rcnn/false_negative": 0.06564905830124851, "mask_rcnn/false_positive": 0.09399683618452725, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 234.5, "rpn/num_pos_anchors": 21.5, "time": 0.5653437285072869, "total_loss": 0.8123524492257275} {"data_time": 0.012218725998536684, "eta_seconds": 1700.636739969923, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.25964113085509616, "fast_rcnn/fg_cls_accuracy": 0.7378678368611254, "iteration": 267019, "loss_box_reg": 0.20284714340232313, "loss_cls": 0.15600681607611477, "loss_mask": 0.22439698688685894, "loss_rpn_cls": 0.024004207356483676, "loss_rpn_loc": 0.06877918387181126, "loss_sem_seg": 0.2089916233671829, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9029221906034142, "mask_rcnn/false_negative": 0.09856167867813363, "mask_rcnn/false_positive": 0.10879770944773268, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.5615792500029784, "total_loss": 0.882977441073308} {"data_time": 0.012055756989866495, "eta_seconds": 1688.8198299182259, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.1789045785194694, "fast_rcnn/fg_cls_accuracy": 0.8013937282229965, "iteration": 267039, "loss_box_reg": 0.2243404381442815, "loss_cls": 0.16231059422716498, "loss_mask": 0.23174452781677246, "loss_rpn_cls": 0.025231388774500374, "loss_rpn_loc": 0.0670776111073792, "loss_sem_seg": 0.20302728656679392, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8817784008984029, "mask_rcnn/false_negative": 0.09694740960350648, "mask_rcnn/false_positive": 0.1330631342943156, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5715894055028912, "total_loss": 0.9240331223554676} {"data_time": 0.012110404000850394, "eta_seconds": 1677.4127388684574, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.263781512605042, "fast_rcnn/fg_cls_accuracy": 0.7006072274881516, "iteration": 267059, "loss_box_reg": 0.20347496191971004, "loss_cls": 0.14443852473050356, "loss_mask": 0.21914208261296153, "loss_rpn_cls": 0.01898672539391555, "loss_rpn_loc": 0.05490962488693185, "loss_sem_seg": 0.19745603296905756, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9079283148979835, "mask_rcnn/false_negative": 0.07934011201444749, "mask_rcnn/false_positive": 0.09438307569527474, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.571077234504628, "total_loss": 0.8440061588189565} {"data_time": 0.012750015506753698, "eta_seconds": 1665.9675580627081, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.22437908496732026, "fast_rcnn/fg_cls_accuracy": 0.7293464052287582, "iteration": 267079, "loss_box_reg": 0.1872652389574796, "loss_cls": 0.15419116127304733, "loss_mask": 0.21288010431453586, "loss_rpn_cls": 0.021569995071331505, "loss_rpn_loc": 0.05781688541173935, "loss_sem_seg": 0.19183319807052612, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9014432820166394, "mask_rcnn/false_negative": 0.08555401954289465, "mask_rcnn/false_positive": 0.11049041225143501, "roi_head/num_bg_samples": 433.0, "roi_head/num_fg_samples": 79.0, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5672262855077861, "total_loss": 0.8655247125643655} {"data_time": 0.012266242498299107, "eta_seconds": 1654.5607278123643, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.26821301207707754, "fast_rcnn/fg_cls_accuracy": 0.7275819418676561, "iteration": 267099, "loss_box_reg": 0.1882040216587484, "loss_cls": 0.14538651471957564, "loss_mask": 0.2230883650481701, "loss_rpn_cls": 0.019422869138907117, "loss_rpn_loc": 0.05740717419394059, "loss_sem_seg": 0.1872715901117772, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9118894498358784, "mask_rcnn/false_negative": 0.06346638878906263, "mask_rcnn/false_positive": 0.10959574222145443, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5731571105134208, "total_loss": 0.8432058162870817} {"data_time": 0.012066965995472856, "eta_seconds": 1642.7328408175235, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.2272190293742018, "fast_rcnn/fg_cls_accuracy": 0.7727809706257982, "iteration": 267119, "loss_box_reg": 0.19628512964118272, "loss_cls": 0.14252371434122324, "loss_mask": 0.21601105714216828, "loss_rpn_cls": 0.01752297088432897, "loss_rpn_loc": 0.0546030594559852, "loss_sem_seg": 0.18071960075758398, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9032852109453646, "mask_rcnn/false_negative": 0.09289986902217502, "mask_rcnn/false_positive": 0.1045987709670742, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5724982105020899, "total_loss": 0.8082006015902152} {"data_time": 0.01241993649455253, "eta_seconds": 1630.6141055574699, "fast_rcnn/cls_accuracy": 0.96435546875, "fast_rcnn/false_negative": 0.22707740466704612, "fast_rcnn/fg_cls_accuracy": 0.7622083096186683, "iteration": 267139, "loss_box_reg": 0.1998531116405502, "loss_cls": 0.14421029528602958, "loss_mask": 0.22101922752335668, "loss_rpn_cls": 0.024875547183910385, "loss_rpn_loc": 0.052517586591420695, "loss_sem_seg": 0.17875962730613537, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9103666483051417, "mask_rcnn/false_negative": 0.0915716285380005, "mask_rcnn/false_positive": 0.09019758432089667, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5737228829966625, "total_loss": 0.8058863359019597} {"data_time": 0.011691164501826279, "eta_seconds": 1619.2151953473513, "fast_rcnn/cls_accuracy": 0.95556640625, "fast_rcnn/false_negative": 0.18876793666501732, "fast_rcnn/fg_cls_accuracy": 0.796390503875969, "iteration": 267159, "loss_box_reg": 0.19884158880449831, "loss_cls": 0.161675593117252, "loss_mask": 0.21440449822694063, "loss_rpn_cls": 0.0245827465550974, "loss_rpn_loc": 0.07310605177190155, "loss_sem_seg": 0.2174909277819097, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9059604229174333, "mask_rcnn/false_negative": 0.08295817847822151, "mask_rcnn/false_positive": 0.1158947650459708, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.566176248510601, "total_loss": 0.8679340245180356} {"data_time": 0.011886737018357962, "eta_seconds": 1606.8982118573622, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.19317861670657838, "fast_rcnn/fg_cls_accuracy": 0.7866788506447355, "iteration": 267179, "loss_box_reg": 0.18232952849939466, "loss_cls": 0.14562800945714116, "loss_mask": 0.20679667638614774, "loss_rpn_cls": 0.022602969751460478, "loss_rpn_loc": 0.05609427159652114, "loss_sem_seg": 0.18829988036304712, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9157159994099681, "mask_rcnn/false_negative": 0.06061418623971258, "mask_rcnn/false_positive": 0.10252507545748743, "roi_head/num_bg_samples": 432.25, "roi_head/num_fg_samples": 79.75, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.5526951599895256, "total_loss": 0.8114019803178962} {"data_time": 0.011890194000443444, "eta_seconds": 1595.8504567291093, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.24808832179539386, "fast_rcnn/fg_cls_accuracy": 0.7481747934985346, "iteration": 267199, "loss_box_reg": 0.2056524371728301, "loss_cls": 0.1636494107078761, "loss_mask": 0.21965229138731956, "loss_rpn_cls": 0.021332668942022792, "loss_rpn_loc": 0.05957794214191381, "loss_sem_seg": 0.19528869236819446, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9048021760421064, "mask_rcnn/false_negative": 0.07520949217826611, "mask_rcnn/false_positive": 0.10891361391442142, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.564105464000022, "total_loss": 0.8534123632562114} {"data_time": 0.012575317989103496, "eta_seconds": 1583.7951569973811, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.24385624089363767, "fast_rcnn/fg_cls_accuracy": 0.7508699254349627, "iteration": 267219, "loss_box_reg": 0.20285591995343566, "loss_cls": 0.1637598283123225, "loss_mask": 0.22145221009850502, "loss_rpn_cls": 0.019021603467990644, "loss_rpn_loc": 0.055299583269516006, "loss_sem_seg": 0.1776354401372373, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9111162777410999, "mask_rcnn/false_negative": 0.06652321211228668, "mask_rcnn/false_positive": 0.08447945891416082, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 236.75, "rpn/num_pos_anchors": 19.25, "time": 0.565443323503132, "total_loss": 0.872615768443211} {"data_time": 0.012771712004905567, "eta_seconds": 1574.35394463563, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.24280727734292362, "fast_rcnn/fg_cls_accuracy": 0.720662262073305, "iteration": 267239, "loss_box_reg": 0.19620737398508936, "loss_cls": 0.15853669168427587, "loss_mask": 0.22174354596063495, "loss_rpn_cls": 0.026785153553646524, "loss_rpn_loc": 0.05946199927711859, "loss_sem_seg": 0.20412037975620478, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9130933287293412, "mask_rcnn/false_negative": 0.08531248928090887, "mask_rcnn/false_positive": 0.08228098501820094, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.58835610600363, "total_loss": 0.8778895664654556} {"data_time": 0.011716849490767345, "eta_seconds": 1562.4038499915478, "fast_rcnn/cls_accuracy": 0.96337890625, "fast_rcnn/false_negative": 0.179796875, "fast_rcnn/fg_cls_accuracy": 0.7961452928094885, "iteration": 267259, "loss_box_reg": 0.20759907364845276, "loss_cls": 0.1511846228968352, "loss_mask": 0.22666236152872443, "loss_rpn_cls": 0.022963317460380495, "loss_rpn_loc": 0.05546481168130413, "loss_sem_seg": 0.20682457846123725, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9046194769787117, "mask_rcnn/false_negative": 0.07293018470587953, "mask_rcnn/false_positive": 0.1267359121597471, "roi_head/num_bg_samples": 444.25, "roi_head/num_fg_samples": 67.75, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5619824959867401, "total_loss": 0.8781259597308235} {"data_time": 0.012155365009675734, "eta_seconds": 1551.8992555592704, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.19016393442622953, "fast_rcnn/fg_cls_accuracy": 0.7776793893129772, "iteration": 267279, "loss_box_reg": 0.2000023078871891, "loss_cls": 0.1453060827916488, "loss_mask": 0.2207337748259306, "loss_rpn_cls": 0.022936488602681493, "loss_rpn_loc": 0.058075254142750055, "loss_sem_seg": 0.19443640182726085, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9170216880992508, "mask_rcnn/false_negative": 0.08012207675233918, "mask_rcnn/false_positive": 0.08287150946114491, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 235.5, "rpn/num_pos_anchors": 20.5, "time": 0.5724080060026608, "total_loss": 0.8458765948089422} {"data_time": 0.012983573484234512, "eta_seconds": 1540.6026179472683, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.17028876035911603, "fast_rcnn/fg_cls_accuracy": 0.7585521449704142, "iteration": 267299, "loss_box_reg": 0.18985098088160157, "loss_cls": 0.14351140888174996, "loss_mask": 0.21106589725241065, "loss_rpn_cls": 0.020994580736442003, "loss_rpn_loc": 0.05578912340570241, "loss_sem_seg": 0.2054038771893829, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9004872337409365, "mask_rcnn/false_negative": 0.08573639223408072, "mask_rcnn/false_positive": 0.10866446895690607, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.5726837674883427, "total_loss": 0.8630136786596267} {"data_time": 0.012646481511183083, "eta_seconds": 1529.0855950585828, "fast_rcnn/cls_accuracy": 0.9560546875, "fast_rcnn/false_negative": 0.22422554820744867, "fast_rcnn/fg_cls_accuracy": 0.7669509223807867, "iteration": 267319, "loss_box_reg": 0.19120293343439698, "loss_cls": 0.14652355085127056, "loss_mask": 0.2137876101769507, "loss_rpn_cls": 0.01930468847422162, "loss_rpn_loc": 0.07031028490746394, "loss_sem_seg": 0.1760962661355734, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9152704639967244, "mask_rcnn/false_negative": 0.06863132945907074, "mask_rcnn/false_positive": 0.09202311584182943, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5672001150087453, "total_loss": 0.8368268032354536} {"data_time": 0.012588105004397221, "eta_seconds": 1517.7038407034415, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.20589375284997719, "fast_rcnn/fg_cls_accuracy": 0.7647232734153264, "iteration": 267339, "loss_box_reg": 0.19163224170915782, "loss_cls": 0.14431755908299237, "loss_mask": 0.21296614548191428, "loss_rpn_cls": 0.02024295788692143, "loss_rpn_loc": 0.05952914658701047, "loss_sem_seg": 0.1941976964008063, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9179711651316718, "mask_rcnn/false_negative": 0.06751861912228785, "mask_rcnn/false_positive": 0.09841426466730216, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5726133874995867, "total_loss": 0.8363394957814307} {"data_time": 0.012059665503329597, "eta_seconds": 1506.1247780088306, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.22071418069543483, "fast_rcnn/fg_cls_accuracy": 0.7300826005861977, "iteration": 267359, "loss_box_reg": 0.21307907067239285, "loss_cls": 0.1541509258095175, "loss_mask": 0.21366460900753736, "loss_rpn_cls": 0.020963658826076426, "loss_rpn_loc": 0.05003635326283984, "loss_sem_seg": 0.19042331795208156, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.916667713883583, "mask_rcnn/false_negative": 0.07760495093810561, "mask_rcnn/false_positive": 0.09747656991363345, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.571478894984466, "total_loss": 0.864254848449491} {"data_time": 0.012235280504683033, "eta_seconds": 1494.127144696322, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.24166094715168152, "fast_rcnn/fg_cls_accuracy": 0.747700754975978, "iteration": 267379, "loss_box_reg": 0.20596983330324292, "loss_cls": 0.1499208949971944, "loss_mask": 0.22439504973590374, "loss_rpn_cls": 0.023841648568122764, "loss_rpn_loc": 0.0575637171859853, "loss_sem_seg": 0.20254892786033452, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9068686600505365, "mask_rcnn/false_negative": 0.08666665247894191, "mask_rcnn/false_positive": 0.09824966445868889, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5683741639950313, "total_loss": 0.8598744820119464} {"data_time": 0.012200185505207628, "eta_seconds": 1482.4282728259277, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.2691690811258278, "fast_rcnn/fg_cls_accuracy": 0.6899778592679721, "iteration": 267399, "loss_box_reg": 0.19047127338126302, "loss_cls": 0.15011844714172184, "loss_mask": 0.216156633105129, "loss_rpn_cls": 0.02247396981329075, "loss_rpn_loc": 0.05904388567432761, "loss_sem_seg": 0.19668953283689916, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9129340158882345, "mask_rcnn/false_negative": 0.08174990226953965, "mask_rcnn/false_positive": 0.08383109673997441, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5720335349906236, "total_loss": 0.8737827896547969} {"data_time": 0.01240604901977349, "eta_seconds": 1471.2018740708445, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.21719367588932806, "fast_rcnn/fg_cls_accuracy": 0.7654767786561265, "iteration": 267419, "loss_box_reg": 0.19489730894565582, "loss_cls": 0.13996071857400239, "loss_mask": 0.20590447494760156, "loss_rpn_cls": 0.02181419899534376, "loss_rpn_loc": 0.05297231365693733, "loss_sem_seg": 0.1955358712002635, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9058795339256392, "mask_rcnn/false_negative": 0.07799777581781747, "mask_rcnn/false_positive": 0.10861436648810571, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.5634254190081265, "total_loss": 0.8614693978488503} {"data_time": 0.012308449498959817, "eta_seconds": 1460.501914608336, "fast_rcnn/cls_accuracy": 0.9560546875, "fast_rcnn/false_negative": 0.23664359592503303, "fast_rcnn/fg_cls_accuracy": 0.7603623920989191, "iteration": 267439, "loss_box_reg": 0.21978847030550241, "loss_cls": 0.15695805085124448, "loss_mask": 0.21612251247279346, "loss_rpn_cls": 0.020837837299040984, "loss_rpn_loc": 0.06041807064320892, "loss_sem_seg": 0.1916493473108858, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9051619617627271, "mask_rcnn/false_negative": 0.09701127216221489, "mask_rcnn/false_positive": 0.09415204468807015, "roi_head/num_bg_samples": 432.5, "roi_head/num_fg_samples": 79.5, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5753693570004543, "total_loss": 0.8709111547341308} {"data_time": 0.012183648490463383, "eta_seconds": 1448.788479836061, "fast_rcnn/cls_accuracy": 0.95751953125, "fast_rcnn/false_negative": 0.2480825008056719, "fast_rcnn/fg_cls_accuracy": 0.7277795681598453, "iteration": 267459, "loss_box_reg": 0.19692596816457808, "loss_cls": 0.15057563607115299, "loss_mask": 0.22694406658411026, "loss_rpn_cls": 0.021023605011578184, "loss_rpn_loc": 0.0602980267140083, "loss_sem_seg": 0.18021952477283776, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9214906943023599, "mask_rcnn/false_negative": 0.08723323136251002, "mask_rcnn/false_positive": 0.0892089750470416, "roi_head/num_bg_samples": 448.25, "roi_head/num_fg_samples": 63.75, "rpn/num_neg_anchors": 240.0, "rpn/num_pos_anchors": 16.0, "time": 0.5658985564950854, "total_loss": 0.8448997849554871} {"data_time": 0.011471996491309255, "eta_seconds": 1437.0011331005808, "fast_rcnn/cls_accuracy": 0.9560546875, "fast_rcnn/false_negative": 0.20919574216439976, "fast_rcnn/fg_cls_accuracy": 0.7858933046902972, "iteration": 267479, "loss_box_reg": 0.19691565656103194, "loss_cls": 0.1545026630628854, "loss_mask": 0.22345671150833368, "loss_rpn_cls": 0.0221668267631685, "loss_rpn_loc": 0.05394114667433314, "loss_sem_seg": 0.20399019843898714, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8845514455782313, "mask_rcnn/false_negative": 0.08437985446618793, "mask_rcnn/false_positive": 0.12801140132930805, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.5556812429858837, "total_loss": 0.8731742610834772} {"data_time": 0.011820550513220951, "eta_seconds": 1425.2414473836689, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.21395636527215472, "fast_rcnn/fg_cls_accuracy": 0.7704093992248062, "iteration": 267499, "loss_box_reg": 0.1947004331741482, "loss_cls": 0.15047527966089547, "loss_mask": 0.21631185244768858, "loss_rpn_cls": 0.019881531146893394, "loss_rpn_loc": 0.052305447694379836, "loss_sem_seg": 0.19401952857151628, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8983886313919045, "mask_rcnn/false_negative": 0.08347769535426222, "mask_rcnn/false_positive": 0.12400734694486873, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5628504359920043, "total_loss": 0.8376486500792453} {"data_time": 0.011390085506718606, "eta_seconds": 1412.6132990468323, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.20413393964448118, "fast_rcnn/fg_cls_accuracy": 0.7934270359652749, "iteration": 267519, "loss_box_reg": 0.18086924660019577, "loss_cls": 0.14494060823926702, "loss_mask": 0.21864653006196022, "loss_rpn_cls": 0.018406543522360153, "loss_rpn_loc": 0.04568519024178386, "loss_sem_seg": 0.19818995567038655, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9007849615255938, "mask_rcnn/false_negative": 0.0884242758891268, "mask_rcnn/false_positive": 0.10310670163734045, "roi_head/num_bg_samples": 452.75, "roi_head/num_fg_samples": 59.25, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.5633365164976567, "total_loss": 0.8317660715911188} {"data_time": 0.01255965349264443, "eta_seconds": 1401.1398114991753, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.22552326587095656, "fast_rcnn/fg_cls_accuracy": 0.7262597499071437, "iteration": 267539, "loss_box_reg": 0.17736378801055253, "loss_cls": 0.13489081198349595, "loss_mask": 0.21231861412525177, "loss_rpn_cls": 0.01826507687292178, "loss_rpn_loc": 0.05008530744817108, "loss_sem_seg": 0.2035317299887538, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9040982980783554, "mask_rcnn/false_negative": 0.07555036508799831, "mask_rcnn/false_positive": 0.11209191177049427, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.5740974405052839, "total_loss": 0.8189480059663765} {"data_time": 0.013024237501667812, "eta_seconds": 1389.5066968230676, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.2318202871699861, "fast_rcnn/fg_cls_accuracy": 0.73828125, "iteration": 267559, "loss_box_reg": 0.21863871533423662, "loss_cls": 0.15753189742099494, "loss_mask": 0.23366974596865475, "loss_rpn_cls": 0.021331405814635218, "loss_rpn_loc": 0.06424293504096568, "loss_sem_seg": 0.19325949635822326, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9093031345191138, "mask_rcnn/false_negative": 0.0836855839246401, "mask_rcnn/false_positive": 0.1153936720602324, "roi_head/num_bg_samples": 438.25, "roi_head/num_fg_samples": 73.75, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.5653229419986019, "total_loss": 0.8983356202516006} {"data_time": 0.012719344507786445, "eta_seconds": 1378.3663078583922, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.21981837606837606, "fast_rcnn/fg_cls_accuracy": 0.7541913214990138, "iteration": 267579, "loss_box_reg": 0.210945141967386, "loss_cls": 0.16396720078773797, "loss_mask": 0.22792581422254443, "loss_rpn_cls": 0.0217424848342489, "loss_rpn_loc": 0.05686083578621037, "loss_sem_seg": 0.1939908154308796, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9069110319371759, "mask_rcnn/false_negative": 0.08632478936616546, "mask_rcnn/false_positive": 0.10008742000183182, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5650142685044557, "total_loss": 0.876116075453865} {"data_time": 0.012714600496110506, "eta_seconds": 1366.9795560380007, "fast_rcnn/cls_accuracy": 0.96142578125, "fast_rcnn/false_negative": 0.17937198067632848, "fast_rcnn/fg_cls_accuracy": 0.8146666666666667, "iteration": 267599, "loss_box_reg": 0.19384271057788283, "loss_cls": 0.14685930905397981, "loss_mask": 0.22302285209298134, "loss_rpn_cls": 0.027551186318305554, "loss_rpn_loc": 0.061773753084708005, "loss_sem_seg": 0.1839025798253715, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9226165885273028, "mask_rcnn/false_negative": 0.07038031760066439, "mask_rcnn/false_positive": 0.0860884987080963, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5767271170043387, "total_loss": 0.8683063038624823} {"data_time": 0.012019363522995263, "eta_seconds": 1356.6505943896627, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.21523238925199709, "fast_rcnn/fg_cls_accuracy": 0.7785947712418301, "iteration": 267619, "loss_box_reg": 0.21385629870928824, "loss_cls": 0.1618081813212484, "loss_mask": 0.2224584063515067, "loss_rpn_cls": 0.026432834420120344, "loss_rpn_loc": 0.07843549406970851, "loss_sem_seg": 0.1905603299383074, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8979293742438583, "mask_rcnn/false_negative": 0.09216568034004922, "mask_rcnn/false_positive": 0.10022237804941342, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 195.0, "rpn/num_pos_anchors": 61.0, "time": 0.578210420004325, "total_loss": 0.900207375302216} {"data_time": 0.01193790850811638, "eta_seconds": 1344.2060523972177, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.21609786926688335, "fast_rcnn/fg_cls_accuracy": 0.7839021307331167, "iteration": 267639, "loss_box_reg": 0.19679696345701814, "loss_cls": 0.15554042346775532, "loss_mask": 0.2222688142210245, "loss_rpn_cls": 0.021030806725320872, "loss_rpn_loc": 0.053986998507753015, "loss_sem_seg": 0.18975206883624196, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9133488542664185, "mask_rcnn/false_negative": 0.06889391300362231, "mask_rcnn/false_positive": 0.09977834124950993, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5596982979914173, "total_loss": 0.8430817187545472} {"data_time": 0.011996242494205944, "eta_seconds": 1332.5553188630583, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.2479242493175614, "fast_rcnn/fg_cls_accuracy": 0.7294557552320291, "iteration": 267659, "loss_box_reg": 0.20014519384130836, "loss_cls": 0.15979309286922216, "loss_mask": 0.22363692708313465, "loss_rpn_cls": 0.02174098814066383, "loss_rpn_loc": 0.06685651978477836, "loss_sem_seg": 0.19931916240602732, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9157847956700929, "mask_rcnn/false_negative": 0.08159625969072981, "mask_rcnn/false_positive": 0.10445044905255445, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.5795440849906299, "total_loss": 0.8814259881633006} {"data_time": 0.013060021985438652, "eta_seconds": 1320.218221288742, "fast_rcnn/cls_accuracy": 0.95849609375, "fast_rcnn/false_negative": 0.24228395061728394, "fast_rcnn/fg_cls_accuracy": 0.7225274725274725, "iteration": 267679, "loss_box_reg": 0.19676327123306692, "loss_cls": 0.1642310272436589, "loss_mask": 0.2205739668570459, "loss_rpn_cls": 0.023871934281487484, "loss_rpn_loc": 0.05799605677748332, "loss_sem_seg": 0.19371444708667696, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9052638156911116, "mask_rcnn/false_negative": 0.06898924782719837, "mask_rcnn/false_positive": 0.11908431578977338, "roi_head/num_bg_samples": 445.75, "roi_head/num_fg_samples": 66.25, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.5637880849972134, "total_loss": 0.8627170801337343} {"data_time": 0.01217674749204889, "eta_seconds": 1309.3702865996165, "fast_rcnn/cls_accuracy": 0.95947265625, "fast_rcnn/false_negative": 0.2244489979509221, "fast_rcnn/fg_cls_accuracy": 0.7415730337078652, "iteration": 267699, "loss_box_reg": 0.19942876638378948, "loss_cls": 0.1576721789315343, "loss_mask": 0.21730399085208774, "loss_rpn_cls": 0.0279872410610551, "loss_rpn_loc": 0.055872872238978744, "loss_sem_seg": 0.20619623130187392, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9272518693118709, "mask_rcnn/false_negative": 0.06406565168106461, "mask_rcnn/false_positive": 0.08496963585541736, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 231.75, "rpn/num_pos_anchors": 24.25, "time": 0.5776286640175385, "total_loss": 0.8466566454699205} {"data_time": 0.012771006498951465, "eta_seconds": 1298.6590451156517, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.22936721858554743, "fast_rcnn/fg_cls_accuracy": 0.7482993197278911, "iteration": 267719, "loss_box_reg": 0.21472386247478426, "loss_cls": 0.16673764726147056, "loss_mask": 0.21842252928763628, "loss_rpn_cls": 0.02591918468328913, "loss_rpn_loc": 0.06676740467082709, "loss_sem_seg": 0.187995795160532, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8829510709022487, "mask_rcnn/false_negative": 0.11459248471648847, "mask_rcnn/false_positive": 0.1305163453722713, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5792955744982464, "total_loss": 0.8752742521173786} {"data_time": 0.011964152494329028, "eta_seconds": 1288.8356086025015, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.2294172932330827, "fast_rcnn/fg_cls_accuracy": 0.7461466165413534, "iteration": 267739, "loss_box_reg": 0.21270910964813083, "loss_cls": 0.15558620711090043, "loss_mask": 0.22162067610770464, "loss_rpn_cls": 0.023902360881038476, "loss_rpn_loc": 0.06583220377797261, "loss_sem_seg": 0.21066948352381587, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8979083824080198, "mask_rcnn/false_negative": 0.0880962029110948, "mask_rcnn/false_positive": 0.09998203599622832, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5736108279961627, "total_loss": 0.8634038473237524} {"data_time": 0.01305178998154588, "eta_seconds": 1277.1923447249428, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.21300853018372704, "fast_rcnn/fg_cls_accuracy": 0.7199589181787058, "iteration": 267759, "loss_box_reg": 0.1878821513382718, "loss_cls": 0.14547818846767768, "loss_mask": 0.20530053693801165, "loss_rpn_cls": 0.01734365671654814, "loss_rpn_loc": 0.0464623921434395, "loss_sem_seg": 0.18936522980220616, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9125339601249305, "mask_rcnn/false_negative": 0.07121127406336789, "mask_rcnn/false_positive": 0.09069713564899534, "roi_head/num_bg_samples": 449.25, "roi_head/num_fg_samples": 62.75, "rpn/num_neg_anchors": 228.75, "rpn/num_pos_anchors": 27.25, "time": 0.5670435030042427, "total_loss": 0.7901744927985419} {"data_time": 0.01225948600040283, "eta_seconds": 1265.2668624856597, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.2248435243139143, "fast_rcnn/fg_cls_accuracy": 0.7751564756860857, "iteration": 267779, "loss_box_reg": 0.19696715148165822, "loss_cls": 0.1449483762262389, "loss_mask": 0.21726547041907907, "loss_rpn_cls": 0.019699348757967527, "loss_rpn_loc": 0.05163860128959641, "loss_sem_seg": 0.18731691781431437, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9139475053080934, "mask_rcnn/false_negative": 0.08207026267831513, "mask_rcnn/false_positive": 0.08512335580068964, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5743217804993037, "total_loss": 0.8398304271195229} {"data_time": 0.011907406995305791, "eta_seconds": 1255.3247922393057, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.20415778251599148, "fast_rcnn/fg_cls_accuracy": 0.7809076682316118, "iteration": 267799, "loss_box_reg": 0.20453447382897139, "loss_cls": 0.16116376407444477, "loss_mask": 0.2195749101229012, "loss_rpn_cls": 0.02434942946274532, "loss_rpn_loc": 0.055228511802852154, "loss_sem_seg": 0.19503888208419085, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9063290292211987, "mask_rcnn/false_negative": 0.08407978856261453, "mask_rcnn/false_positive": 0.11414984710023943, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5796293130115373, "total_loss": 0.8697038183934183} {"data_time": 0.010996272510965355, "eta_seconds": 1244.2728859054623, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.22567555900889233, "fast_rcnn/fg_cls_accuracy": 0.7363621426224121, "iteration": 267819, "loss_box_reg": 0.21997312875464559, "loss_cls": 0.16443868691567332, "loss_mask": 0.22190282586961985, "loss_rpn_cls": 0.0247456989454804, "loss_rpn_loc": 0.06029117887374014, "loss_sem_seg": 0.20672061783261597, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.907052029211525, "mask_rcnn/false_negative": 0.0783318841095991, "mask_rcnn/false_positive": 0.11123476491200579, "roi_head/num_bg_samples": 437.5, "roi_head/num_fg_samples": 74.5, "rpn/num_neg_anchors": 230.0, "rpn/num_pos_anchors": 26.0, "time": 0.5803467735095182, "total_loss": 0.9100630291213747} {"data_time": 0.01245336099236738, "eta_seconds": 1232.862772325403, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.24295454545454545, "fast_rcnn/fg_cls_accuracy": 0.7379466817923993, "iteration": 267839, "loss_box_reg": 0.1981302940985188, "loss_cls": 0.1601379867643118, "loss_mask": 0.20142568368464708, "loss_rpn_cls": 0.021295955987625348, "loss_rpn_loc": 0.0549924832303077, "loss_sem_seg": 0.18857298512011766, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8972235171898073, "mask_rcnn/false_negative": 0.10100333162694414, "mask_rcnn/false_positive": 0.10129372711686446, "roi_head/num_bg_samples": 445.25, "roi_head/num_fg_samples": 66.75, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5717138440086273, "total_loss": 0.8479077950896681} {"data_time": 0.012044330491335131, "eta_seconds": 1220.6018028838298, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.23923992673992672, "fast_rcnn/fg_cls_accuracy": 0.7419150285351934, "iteration": 267859, "loss_box_reg": 0.19165445654653013, "loss_cls": 0.14260659087449312, "loss_mask": 0.22289098799228668, "loss_rpn_cls": 0.0204143363989715, "loss_rpn_loc": 0.06075601960765198, "loss_sem_seg": 0.20357855898328125, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8957799534649025, "mask_rcnn/false_negative": 0.09417488604856258, "mask_rcnn/false_positive": 0.10819487162431962, "roi_head/num_bg_samples": 434.0, "roi_head/num_fg_samples": 78.0, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5622351095080376, "total_loss": 0.8395906132791424} {"data_time": 0.012729319496429525, "eta_seconds": 1209.697357719022, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.2251004016064257, "fast_rcnn/fg_cls_accuracy": 0.7688755020080322, "iteration": 267879, "loss_box_reg": 0.20104700012598187, "loss_cls": 0.15029958123341203, "loss_mask": 0.22043052688241005, "loss_rpn_cls": 0.023273855804291088, "loss_rpn_loc": 0.056752577191218734, "loss_sem_seg": 0.20343339000828564, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9111423166575119, "mask_rcnn/false_negative": 0.08901148485289764, "mask_rcnn/false_positive": 0.08749054929075918, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5711919854948064, "total_loss": 0.8344943714128021} {"data_time": 0.012132541494793259, "eta_seconds": 1197.953565922333, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.23082306198925462, "fast_rcnn/fg_cls_accuracy": 0.7365147198480533, "iteration": 267899, "loss_box_reg": 0.21941001038067043, "loss_cls": 0.16672243108041584, "loss_mask": 0.22523155063390732, "loss_rpn_cls": 0.025494140030787094, "loss_rpn_loc": 0.07535068923607469, "loss_sem_seg": 0.20538757042959332, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9192123812141679, "mask_rcnn/false_negative": 0.08734879796395072, "mask_rcnn/false_positive": 0.07804186894059068, "roi_head/num_bg_samples": 439.25, "roi_head/num_fg_samples": 72.75, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5552752630028408, "total_loss": 0.9327086232187867} {"data_time": 0.012312784485402517, "eta_seconds": 1187.222318005166, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.2456275201612903, "fast_rcnn/fg_cls_accuracy": 0.7130260001296764, "iteration": 267919, "loss_box_reg": 0.22577281389385462, "loss_cls": 0.17029757890850306, "loss_mask": 0.2416283767670393, "loss_rpn_cls": 0.026183852995018242, "loss_rpn_loc": 0.07121484566596337, "loss_sem_seg": 0.2029303889721632, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8934231187072568, "mask_rcnn/false_negative": 0.07980811941116159, "mask_rcnn/false_positive": 0.12430572499895372, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 207.5, "rpn/num_pos_anchors": 48.5, "time": 0.5715023105003638, "total_loss": 0.9322816140920622} {"data_time": 0.012014493506285362, "eta_seconds": 1176.6573308682418, "fast_rcnn/cls_accuracy": 0.95947265625, "fast_rcnn/false_negative": 0.21207430340557276, "fast_rcnn/fg_cls_accuracy": 0.7732198142414861, "iteration": 267939, "loss_box_reg": 0.19162489171139896, "loss_cls": 0.14206460327841341, "loss_mask": 0.2151320301927626, "loss_rpn_cls": 0.025442632786507602, "loss_rpn_loc": 0.05092594894813374, "loss_sem_seg": 0.2089871196076274, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9227704582764205, "mask_rcnn/false_negative": 0.07741150489012857, "mask_rcnn/false_positive": 0.0776194825940847, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5761867420078488, "total_loss": 0.8308318180788774} {"data_time": 0.012489799497416243, "eta_seconds": 1164.2827158199652, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.20082265579499126, "fast_rcnn/fg_cls_accuracy": 0.7600943688118812, "iteration": 267959, "loss_box_reg": 0.18997337948530912, "loss_cls": 0.14218218019232154, "loss_mask": 0.205453310161829, "loss_rpn_cls": 0.02117014139366802, "loss_rpn_loc": 0.056221881532110274, "loss_sem_seg": 0.18653585657011718, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9066943500373121, "mask_rcnn/false_negative": 0.0757467316262411, "mask_rcnn/false_positive": 0.08792415770078454, "roi_head/num_bg_samples": 446.0, "roi_head/num_fg_samples": 66.0, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.5677726890135091, "total_loss": 0.8083335361329773} {"data_time": 0.012706156019703485, "eta_seconds": 1152.9919772649882, "fast_rcnn/cls_accuracy": 0.95556640625, "fast_rcnn/false_negative": 0.21329611248966088, "fast_rcnn/fg_cls_accuracy": 0.7728828828828829, "iteration": 267979, "loss_box_reg": 0.18863586150109768, "loss_cls": 0.15195213234983385, "loss_mask": 0.21190216904506087, "loss_rpn_cls": 0.01961123337969184, "loss_rpn_loc": 0.05386142749921419, "loss_sem_seg": 0.20060628233477473, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9049688335555508, "mask_rcnn/false_negative": 0.08663360765523664, "mask_rcnn/false_positive": 0.11231271724788161, "roi_head/num_bg_samples": 439.75, "roi_head/num_fg_samples": 72.25, "rpn/num_neg_anchors": 235.5, "rpn/num_pos_anchors": 20.5, "time": 0.5738054270041175, "total_loss": 0.8553848882183956} {"data_time": 0.013149752005119808, "eta_seconds": 1141.7695965059538, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.26096202923207795, "fast_rcnn/fg_cls_accuracy": 0.7184156935529606, "iteration": 267999, "loss_box_reg": 0.20582965854555368, "loss_cls": 0.16137757967226207, "loss_mask": 0.22427119500935078, "loss_rpn_cls": 0.022368565856595524, "loss_rpn_loc": 0.07554953866929282, "loss_sem_seg": 0.17523375153541565, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9014623300779829, "mask_rcnn/false_negative": 0.08511433522241033, "mask_rcnn/false_positive": 0.10138590984315152, "roi_head/num_bg_samples": 413.0, "roi_head/num_fg_samples": 99.0, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 0.5703166809980758, "total_loss": 0.8675160438215244} {"data_time": 0.01165794301778078, "eta_seconds": 1130.6188380252133, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.22333916083916083, "fast_rcnn/fg_cls_accuracy": 0.757263712641287, "iteration": 268019, "loss_box_reg": 0.20119164464995265, "loss_cls": 0.1545877957250923, "loss_mask": 0.22409468330442905, "loss_rpn_cls": 0.025512033462291583, "loss_rpn_loc": 0.05252673552604392, "loss_sem_seg": 0.19952167896553874, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9029969232461532, "mask_rcnn/false_negative": 0.07491519807540192, "mask_rcnn/false_positive": 0.10010654477474226, "roi_head/num_bg_samples": 427.5, "roi_head/num_fg_samples": 84.5, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.5660105434944853, "total_loss": 0.8483738926531714} {"data_time": 0.011908290500286967, "eta_seconds": 1119.4722637053928, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.21000525013125326, "fast_rcnn/fg_cls_accuracy": 0.7833612506979342, "iteration": 268039, "loss_box_reg": 0.2031826573656872, "loss_cls": 0.15820835065096617, "loss_mask": 0.22051563998684287, "loss_rpn_cls": 0.018826091148184787, "loss_rpn_loc": 0.056827697379048914, "loss_sem_seg": 0.18738737772218883, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8919380222951652, "mask_rcnn/false_negative": 0.10088035320993444, "mask_rcnn/false_positive": 0.10330218958868144, "roi_head/num_bg_samples": 430.75, "roi_head/num_fg_samples": 81.25, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.5782025424996391, "total_loss": 0.8795838009345971} {"data_time": 0.013325936000910588, "eta_seconds": 1107.7895833452494, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.24655963302752293, "fast_rcnn/fg_cls_accuracy": 0.7441706412294647, "iteration": 268059, "loss_box_reg": 0.20458932919427752, "loss_cls": 0.1549872278701514, "loss_mask": 0.2195699755102396, "loss_rpn_cls": 0.019972288174358255, "loss_rpn_loc": 0.04566793033154681, "loss_sem_seg": 0.17984273377805948, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.918715288849915, "mask_rcnn/false_negative": 0.08595478865830594, "mask_rcnn/false_positive": 0.08962202693632834, "roi_head/num_bg_samples": 448.0, "roi_head/num_fg_samples": 64.0, "rpn/num_neg_anchors": 235.25, "rpn/num_pos_anchors": 20.75, "time": 0.5555488835088909, "total_loss": 0.8420177040170529} {"data_time": 0.013066681494819932, "eta_seconds": 1096.3749560052674, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.18613228803358128, "fast_rcnn/fg_cls_accuracy": 0.7916736753574433, "iteration": 268079, "loss_box_reg": 0.2065563581418246, "loss_cls": 0.16947184898890555, "loss_mask": 0.2248730673454702, "loss_rpn_cls": 0.02340477122197626, "loss_rpn_loc": 0.06527654806268401, "loss_sem_seg": 0.2035722031723708, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9188132985566021, "mask_rcnn/false_negative": 0.08051770749687104, "mask_rcnn/false_positive": 0.09699374904787374, "roi_head/num_bg_samples": 430.0, "roi_head/num_fg_samples": 82.0, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.566393278495525, "total_loss": 0.8982289946434321} {"data_time": 0.012406466485117562, "eta_seconds": 1084.5312957846327, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.2540322580645161, "fast_rcnn/fg_cls_accuracy": 0.7158536585365853, "iteration": 268099, "loss_box_reg": 0.19026236468926072, "loss_cls": 0.15979272406548262, "loss_mask": 0.21383099257946014, "loss_rpn_cls": 0.024806262001220603, "loss_rpn_loc": 0.05671257205540314, "loss_sem_seg": 0.20968994591385126, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9208363795686084, "mask_rcnn/false_negative": 0.06969229652276354, "mask_rcnn/false_positive": 0.08469564764449196, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 227.75, "rpn/num_pos_anchors": 28.25, "time": 0.5652469965134514, "total_loss": 0.8698492116091074} {"data_time": 0.012650694494368508, "eta_seconds": 1073.0304267671308, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.20174418604651162, "fast_rcnn/fg_cls_accuracy": 0.7531570392598149, "iteration": 268119, "loss_box_reg": 0.20581132010556757, "loss_cls": 0.15556046762503684, "loss_mask": 0.23009978234767914, "loss_rpn_cls": 0.026611775625497103, "loss_rpn_loc": 0.06255175652040634, "loss_sem_seg": 0.19053224800154567, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.888894052920863, "mask_rcnn/false_negative": 0.09386832465441511, "mask_rcnn/false_positive": 0.11728438108204992, "roi_head/num_bg_samples": 434.25, "roi_head/num_fg_samples": 77.75, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.5718289649958024, "total_loss": 0.8690181593992747} {"data_time": 0.011900770012289286, "eta_seconds": 1061.6022215291305, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.20054421768707484, "fast_rcnn/fg_cls_accuracy": 0.7989795918367346, "iteration": 268139, "loss_box_reg": 0.18985012150369585, "loss_cls": 0.15531262487638742, "loss_mask": 0.22239258466288447, "loss_rpn_cls": 0.020310743780100893, "loss_rpn_loc": 0.05878368340199813, "loss_sem_seg": 0.19220743095502257, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9011192481896348, "mask_rcnn/false_negative": 0.09424195129544882, "mask_rcnn/false_positive": 0.09985965955930065, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5614858390035806, "total_loss": 0.8510490646513063} {"data_time": 0.01200685350340791, "eta_seconds": 1050.001336898029, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.31103286384976525, "fast_rcnn/fg_cls_accuracy": 0.6750746905676484, "iteration": 268159, "loss_box_reg": 0.19530119863338768, "loss_cls": 0.15061469608917832, "loss_mask": 0.21411411929875612, "loss_rpn_cls": 0.0215593720608922, "loss_rpn_loc": 0.06333861564053223, "loss_sem_seg": 0.20645036129280925, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8903674157440375, "mask_rcnn/false_negative": 0.10384522606055574, "mask_rcnn/false_positive": 0.1189156880709796, "roi_head/num_bg_samples": 428.0, "roi_head/num_fg_samples": 84.0, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.5581986394827254, "total_loss": 0.8457499902706331} {"data_time": 0.012706371489912271, "eta_seconds": 1038.2316258327191, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.23900363869863012, "fast_rcnn/fg_cls_accuracy": 0.7191035067873304, "iteration": 268179, "loss_box_reg": 0.20290564373135567, "loss_cls": 0.16016186494380236, "loss_mask": 0.22599786799401045, "loss_rpn_cls": 0.024983749197417637, "loss_rpn_loc": 0.06302432854135986, "loss_sem_seg": 0.21455590007826686, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8989129407872463, "mask_rcnn/false_negative": 0.09925547341198866, "mask_rcnn/false_positive": 0.10355037401195531, "roi_head/num_bg_samples": 425.25, "roi_head/num_fg_samples": 86.75, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.5537122169916984, "total_loss": 0.9105054829344681} {"data_time": 0.012302623494178988, "eta_seconds": 1026.2104600439343, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.22550701241045304, "fast_rcnn/fg_cls_accuracy": 0.746069182389937, "iteration": 268199, "loss_box_reg": 0.19911942433100194, "loss_cls": 0.153180125169456, "loss_mask": 0.21739311376586556, "loss_rpn_cls": 0.020097399545193184, "loss_rpn_loc": 0.04788428280153312, "loss_sem_seg": 0.19784751371480525, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9054927211770125, "mask_rcnn/false_negative": 0.08202600255481104, "mask_rcnn/false_positive": 0.09127741069890588, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.5610361219878541, "total_loss": 0.8170763778653054} {"data_time": 0.012551749998237938, "eta_seconds": 1014.9854020257626, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.28279741513547185, "fast_rcnn/fg_cls_accuracy": 0.7047064777327935, "iteration": 268219, "loss_box_reg": 0.19642634922638535, "loss_cls": 0.13869452220387757, "loss_mask": 0.22757285833358765, "loss_rpn_cls": 0.02091303140787204, "loss_rpn_loc": 0.06026612342975568, "loss_sem_seg": 0.17136024637147784, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8956064072454378, "mask_rcnn/false_negative": 0.09360317366360588, "mask_rcnn/false_positive": 0.10018479183949977, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5609682810027152, "total_loss": 0.8482981390388886} {"data_time": 0.01301729551050812, "eta_seconds": 1002.5981751531945, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.22003073770491804, "fast_rcnn/fg_cls_accuracy": 0.7700520833333333, "iteration": 268239, "loss_box_reg": 0.2070096948882565, "loss_cls": 0.15846714773215353, "loss_mask": 0.2243299474939704, "loss_rpn_cls": 0.025041284778126283, "loss_rpn_loc": 0.06678000288957264, "loss_sem_seg": 0.18152581085450947, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9076346846553613, "mask_rcnn/false_negative": 0.08282939912229295, "mask_rcnn/false_positive": 0.11046504699113305, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.5697455249901395, "total_loss": 0.8649737007945077} {"data_time": 0.013194387996918522, "eta_seconds": 991.3751229667396, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.19656851768920736, "fast_rcnn/fg_cls_accuracy": 0.7342857142857142, "iteration": 268259, "loss_box_reg": 0.19559500506147742, "loss_cls": 0.1593716197530739, "loss_mask": 0.21642791107296944, "loss_rpn_cls": 0.022406062053050846, "loss_rpn_loc": 0.05928922683233395, "loss_sem_seg": 0.20915511925704777, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9042121702520449, "mask_rcnn/false_negative": 0.09137211495639606, "mask_rcnn/false_positive": 0.10674763558977163, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.5713816775096348, "total_loss": 0.8734964804316405} {"data_time": 0.01210281100065913, "eta_seconds": 979.8090495504439, "fast_rcnn/cls_accuracy": 0.9580078125, "fast_rcnn/false_negative": 0.2048611111111111, "fast_rcnn/fg_cls_accuracy": 0.7895833333333333, "iteration": 268279, "loss_box_reg": 0.1872966077644378, "loss_cls": 0.13883156189695, "loss_mask": 0.21140207070857286, "loss_rpn_cls": 0.021618544784359983, "loss_rpn_loc": 0.048230330721708015, "loss_sem_seg": 0.16995685978326946, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.920505007558579, "mask_rcnn/false_negative": 0.07810378968405128, "mask_rcnn/false_positive": 0.08984581720386763, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5564512569835642, "total_loss": 0.74859297621515} {"data_time": 0.01217561100202147, "eta_seconds": 968.209134500823, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.2197198275862069, "fast_rcnn/fg_cls_accuracy": 0.755523937060596, "iteration": 268299, "loss_box_reg": 0.21584024606272578, "loss_cls": 0.17482397775165737, "loss_mask": 0.22861781530082226, "loss_rpn_cls": 0.022902785596670583, "loss_rpn_loc": 0.04911999838077463, "loss_sem_seg": 0.18787528621032834, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.910116437499698, "mask_rcnn/false_negative": 0.081474785063543, "mask_rcnn/false_positive": 0.11287272439958534, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5693157964997226, "total_loss": 0.8763240048283478} {"data_time": 0.012124005996156484, "eta_seconds": 957.0360327102244, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.1986607142857143, "fast_rcnn/fg_cls_accuracy": 0.7715552805280528, "iteration": 268319, "loss_box_reg": 0.20046571199782193, "loss_cls": 0.15450419788248837, "loss_mask": 0.22947971941903234, "loss_rpn_cls": 0.02008595098686783, "loss_rpn_loc": 0.06036127124389168, "loss_sem_seg": 0.20498902071267366, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9086301813958666, "mask_rcnn/false_negative": 0.08101932683934751, "mask_rcnn/false_positive": 0.10164607733660291, "roi_head/num_bg_samples": 447.75, "roi_head/num_fg_samples": 64.25, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.576992162008537, "total_loss": 0.8577551661937832} {"data_time": 0.012508271494880319, "eta_seconds": 945.3818491289421, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.23187099358974358, "fast_rcnn/fg_cls_accuracy": 0.7484939759036144, "iteration": 268339, "loss_box_reg": 0.19568422250449657, "loss_cls": 0.1524895258480683, "loss_mask": 0.2267766003496945, "loss_rpn_cls": 0.025017484298587078, "loss_rpn_loc": 0.05883465122315101, "loss_sem_seg": 0.20915891544427723, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8975779440576765, "mask_rcnn/false_negative": 0.09027592824237579, "mask_rcnn/false_positive": 0.11530903245484804, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.5587340314959874, "total_loss": 0.857998910875267} {"data_time": 0.012712071998976171, "eta_seconds": 933.9202117745153, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.24051282051282052, "fast_rcnn/fg_cls_accuracy": 0.7457875457875458, "iteration": 268359, "loss_box_reg": 0.20331915083806962, "loss_cls": 0.16289308574050665, "loss_mask": 0.2193469488993287, "loss_rpn_cls": 0.02614819065638585, "loss_rpn_loc": 0.06322334049036726, "loss_sem_seg": 0.17652495997026563, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9047175361775579, "mask_rcnn/false_negative": 0.07866456433208016, "mask_rcnn/false_positive": 0.11727626243340838, "roi_head/num_bg_samples": 437.0, "roi_head/num_fg_samples": 75.0, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.5717750714975409, "total_loss": 0.8246226578194182} {"data_time": 0.012584637996042147, "eta_seconds": 922.6152784094011, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.2195444915254237, "fast_rcnn/fg_cls_accuracy": 0.7552128168340507, "iteration": 268379, "loss_box_reg": 0.1949383590836078, "loss_cls": 0.1586154061369598, "loss_mask": 0.21001839078962803, "loss_rpn_cls": 0.019764862008742057, "loss_rpn_loc": 0.059421963116619736, "loss_sem_seg": 0.17963570170104504, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9006844023137486, "mask_rcnn/false_negative": 0.09240449970851128, "mask_rcnn/false_positive": 0.09650947637428797, "roi_head/num_bg_samples": 444.5, "roi_head/num_fg_samples": 67.5, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.5728554895031266, "total_loss": 0.8545198075444205} {"data_time": 0.011547377987881191, "eta_seconds": 910.919507504208, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.2692749343832021, "fast_rcnn/fg_cls_accuracy": 0.710586176727909, "iteration": 268399, "loss_box_reg": 0.1915183300152421, "loss_cls": 0.1604959676042199, "loss_mask": 0.22063440643250942, "loss_rpn_cls": 0.020296343078371137, "loss_rpn_loc": 0.06287643781979568, "loss_sem_seg": 0.19353775278432295, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9062032375588407, "mask_rcnn/false_negative": 0.08607889875914482, "mask_rcnn/false_positive": 0.10491873922087613, "roi_head/num_bg_samples": 442.5, "roi_head/num_fg_samples": 69.5, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.5624635160056641, "total_loss": 0.8683956824243069} {"data_time": 0.01299285699496977, "eta_seconds": 899.5401257739868, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.21023065476190478, "fast_rcnn/fg_cls_accuracy": 0.7630437728689524, "iteration": 268419, "loss_box_reg": 0.20433343155309558, "loss_cls": 0.14469673961866647, "loss_mask": 0.21858737152069807, "loss_rpn_cls": 0.020868593208433595, "loss_rpn_loc": 0.051924309438618366, "loss_sem_seg": 0.2172919858712703, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8988797931786696, "mask_rcnn/false_negative": 0.08571372942083147, "mask_rcnn/false_positive": 0.09116588455379096, "roi_head/num_bg_samples": 439.0, "roi_head/num_fg_samples": 73.0, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5658128564973595, "total_loss": 0.8737585406106518} {"data_time": 0.012449068482965231, "eta_seconds": 888.102665474391, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.19639900662251655, "fast_rcnn/fg_cls_accuracy": 0.7690397350993378, "iteration": 268439, "loss_box_reg": 0.18333911313675344, "loss_cls": 0.13652890804223716, "loss_mask": 0.22452582651749253, "loss_rpn_cls": 0.0208799162573996, "loss_rpn_loc": 0.06415846868185326, "loss_sem_seg": 0.1784022192005068, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9185346437031073, "mask_rcnn/false_negative": 0.07024718820787468, "mask_rcnn/false_positive": 0.09896637235038853, "roi_head/num_bg_samples": 436.75, "roi_head/num_fg_samples": 75.25, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 0.5763734615029534, "total_loss": 0.8363660681061447} {"data_time": 0.012450727488612756, "eta_seconds": 876.724027864213, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.20045440051020408, "fast_rcnn/fg_cls_accuracy": 0.7743861607142857, "iteration": 268459, "loss_box_reg": 0.20828543324023485, "loss_cls": 0.16019239043816924, "loss_mask": 0.22031516581773758, "loss_rpn_cls": 0.022149852144139004, "loss_rpn_loc": 0.061199841438792646, "loss_sem_seg": 0.18730230582877994, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9130316341059442, "mask_rcnn/false_negative": 0.06370826426872617, "mask_rcnn/false_positive": 0.1141325579883336, "roi_head/num_bg_samples": 430.75, "roi_head/num_fg_samples": 81.25, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.5573832984955516, "total_loss": 0.8619559168282649} {"data_time": 0.0117655694775749, "eta_seconds": 865.345390254035, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.23589544513457555, "fast_rcnn/fg_cls_accuracy": 0.7401740174017402, "iteration": 268479, "loss_box_reg": 0.2018613494001329, "loss_cls": 0.16239040531218052, "loss_mask": 0.2217648816294968, "loss_rpn_cls": 0.023684622668952215, "loss_rpn_loc": 0.05092004284961149, "loss_sem_seg": 0.19206175534054637, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9045713374635569, "mask_rcnn/false_negative": 0.09108784028986561, "mask_rcnn/false_positive": 0.0986048663879203, "roi_head/num_bg_samples": 448.75, "roi_head/num_fg_samples": 63.25, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5655559674924007, "total_loss": 0.9217822285136208} {"data_time": 0.012913988495711237, "eta_seconds": 854.2438987651112, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.23179611650485438, "fast_rcnn/fg_cls_accuracy": 0.7196363636363636, "iteration": 268499, "loss_box_reg": 0.18538486142642796, "loss_cls": 0.14882081374526024, "loss_mask": 0.20773382484912872, "loss_rpn_cls": 0.017919987431014306, "loss_rpn_loc": 0.049124906363431364, "loss_sem_seg": 0.17166279559023678, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9113728444352909, "mask_rcnn/false_negative": 0.08933608292358654, "mask_rcnn/false_positive": 0.08535320730403081, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5830247524863807, "total_loss": 0.7767596257508558} {"data_time": 0.011903232501936145, "eta_seconds": 842.9975285971013, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.1647171787709497, "fast_rcnn/fg_cls_accuracy": 0.8324895251396648, "iteration": 268519, "loss_box_reg": 0.19546620338223875, "loss_cls": 0.15092908451333642, "loss_mask": 0.20729879988357425, "loss_rpn_cls": 0.018617429515870754, "loss_rpn_loc": 0.05154741420301434, "loss_sem_seg": 0.1847817760426551, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9118006054096279, "mask_rcnn/false_negative": 0.09803145274798766, "mask_rcnn/false_positive": 0.08104917505238024, "roi_head/num_bg_samples": 429.0, "roi_head/num_fg_samples": 83.0, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5721867324900813, "total_loss": 0.8291975013580668} {"data_time": 0.012236643509822898, "eta_seconds": 831.5489955312369, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.22694805194805195, "fast_rcnn/fg_cls_accuracy": 0.7586109542631282, "iteration": 268539, "loss_box_reg": 0.19353078678250313, "loss_cls": 0.14826789405196905, "loss_mask": 0.21025660261511803, "loss_rpn_cls": 0.023511927573963476, "loss_rpn_loc": 0.057610811018093955, "loss_sem_seg": 0.17968817218206823, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8946557906379335, "mask_rcnn/false_negative": 0.10449376678625907, "mask_rcnn/false_positive": 0.1008346530075172, "roi_head/num_bg_samples": 431.25, "roi_head/num_fg_samples": 80.75, "rpn/num_neg_anchors": 197.5, "rpn/num_pos_anchors": 58.5, "time": 0.5664362220122712, "total_loss": 0.8000824676419143} {"data_time": 0.013200279994634911, "eta_seconds": 820.0969074753666, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.26049258607690373, "fast_rcnn/fg_cls_accuracy": 0.7162508231506548, "iteration": 268559, "loss_box_reg": 0.19167751423083246, "loss_cls": 0.1615910290274769, "loss_mask": 0.2162622306495905, "loss_rpn_cls": 0.022204970703114668, "loss_rpn_loc": 0.051390906126471236, "loss_sem_seg": 0.18164709163829684, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9082183233005432, "mask_rcnn/false_negative": 0.08649688416076692, "mask_rcnn/false_positive": 0.11096571233150052, "roi_head/num_bg_samples": 433.5, "roi_head/num_fg_samples": 78.5, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.5633248474914581, "total_loss": 0.8365585439978531} {"data_time": 0.013029745008680038, "eta_seconds": 808.7824248116958, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.22901092581943644, "fast_rcnn/fg_cls_accuracy": 0.7328055418109847, "iteration": 268579, "loss_box_reg": 0.20963472523726523, "loss_cls": 0.1628284289035946, "loss_mask": 0.21269599115476012, "loss_rpn_cls": 0.023504241777118295, "loss_rpn_loc": 0.05225532077020034, "loss_sem_seg": 0.20083442144095898, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9126093372519649, "mask_rcnn/false_negative": 0.06769544539655928, "mask_rcnn/false_positive": 0.10777300503020495, "roi_head/num_bg_samples": 425.0, "roi_head/num_fg_samples": 87.0, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.5674891060043592, "total_loss": 0.8682383981213206} {"data_time": 0.01243074749072548, "eta_seconds": 797.449146052706, "fast_rcnn/cls_accuracy": 0.95556640625, "fast_rcnn/false_negative": 0.18080149114631874, "fast_rcnn/fg_cls_accuracy": 0.8078444297956493, "iteration": 268599, "loss_box_reg": 0.19009383441880345, "loss_cls": 0.1451108322944492, "loss_mask": 0.20993806654587388, "loss_rpn_cls": 0.021401247635367326, "loss_rpn_loc": 0.05399548825516831, "loss_sem_seg": 0.18761828599963337, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9191670320471939, "mask_rcnn/false_negative": 0.06782806023308616, "mask_rcnn/false_positive": 0.099382801535546, "roi_head/num_bg_samples": 447.0, "roi_head/num_fg_samples": 65.0, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5794875065039378, "total_loss": 0.8456976033394312} {"data_time": 0.01174126350088045, "eta_seconds": 786.0158540921548, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.21131928181108509, "fast_rcnn/fg_cls_accuracy": 0.7381578947368421, "iteration": 268619, "loss_box_reg": 0.20645824330858886, "loss_cls": 0.16886016092030331, "loss_mask": 0.20743422349914908, "loss_rpn_cls": 0.02275814457971137, "loss_rpn_loc": 0.061231737287016585, "loss_sem_seg": 0.17856090608984232, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9141623505462791, "mask_rcnn/false_negative": 0.07447454585079438, "mask_rcnn/false_positive": 0.09854792454843009, "roi_head/num_bg_samples": 454.75, "roi_head/num_fg_samples": 57.25, "rpn/num_neg_anchors": 229.75, "rpn/num_pos_anchors": 26.25, "time": 0.5779258484981256, "total_loss": 0.895856569550233} {"data_time": 0.012337020511040464, "eta_seconds": 774.7855424352165, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.27561282212445004, "fast_rcnn/fg_cls_accuracy": 0.6526412776412777, "iteration": 268639, "loss_box_reg": 0.21195648238062859, "loss_cls": 0.15912008681334555, "loss_mask": 0.2257904475554824, "loss_rpn_cls": 0.026235820361762308, "loss_rpn_loc": 0.06991723668761551, "loss_sem_seg": 0.1941013801842928, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8967808523377945, "mask_rcnn/false_negative": 0.08265041269818757, "mask_rcnn/false_positive": 0.11858673055984104, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5754289034957765, "total_loss": 0.8860491762534366} {"data_time": 0.012569963000714779, "eta_seconds": 763.2492833726137, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.2792537313432836, "fast_rcnn/fg_cls_accuracy": 0.6855912743972445, "iteration": 268659, "loss_box_reg": 0.19290910195559263, "loss_cls": 0.15366454934701324, "loss_mask": 0.22329366439953446, "loss_rpn_cls": 0.021629165661579464, "loss_rpn_loc": 0.052222585465642624, "loss_sem_seg": 0.20397828076966107, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8938133268082092, "mask_rcnn/false_negative": 0.09385068423697143, "mask_rcnn/false_positive": 0.10995059047567127, "roi_head/num_bg_samples": 434.5, "roi_head/num_fg_samples": 77.5, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.5654683595057577, "total_loss": 0.8546243890559708} {"data_time": 0.011638186508207582, "eta_seconds": 752.0788811482489, "fast_rcnn/cls_accuracy": 0.95947265625, "fast_rcnn/false_negative": 0.20199135535659155, "fast_rcnn/fg_cls_accuracy": 0.7876559511884164, "iteration": 268679, "loss_box_reg": 0.20055406261235476, "loss_cls": 0.1477649841690436, "loss_mask": 0.22406647820025682, "loss_rpn_cls": 0.020506327896328003, "loss_rpn_loc": 0.05655834260687698, "loss_sem_seg": 0.19539931509643793, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9141796066252588, "mask_rcnn/false_negative": 0.075589181918948, "mask_rcnn/false_positive": 0.10070139618135857, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5784850459895097, "total_loss": 0.8544208847742993} {"data_time": 0.011472610000055283, "eta_seconds": 740.5624132355733, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.2053655107778819, "fast_rcnn/fg_cls_accuracy": 0.7529826792635659, "iteration": 268699, "loss_box_reg": 0.1826219973154366, "loss_cls": 0.13803791208192706, "loss_mask": 0.216773702763021, "loss_rpn_cls": 0.02306049401340715, "loss_rpn_loc": 0.056978921144036576, "loss_sem_seg": 0.20488649746403098, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.907363580197704, "mask_rcnn/false_negative": 0.07949386212734201, "mask_rcnn/false_positive": 0.09823867609157812, "roi_head/num_bg_samples": 441.0, "roi_head/num_fg_samples": 71.0, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.5706354525027564, "total_loss": 0.8534059653611621} {"data_time": 0.012365973001578823, "eta_seconds": 729.0657786231022, "fast_rcnn/cls_accuracy": 0.95556640625, "fast_rcnn/false_negative": 0.187100423583888, "fast_rcnn/fg_cls_accuracy": 0.7687304701693191, "iteration": 268719, "loss_box_reg": 0.18668378260917962, "loss_cls": 0.14217950124293566, "loss_mask": 0.21284937532618642, "loss_rpn_cls": 0.02336587326976769, "loss_rpn_loc": 0.057316689810249954, "loss_sem_seg": 0.18295342568308115, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9142531823335395, "mask_rcnn/false_negative": 0.08080577296370355, "mask_rcnn/false_positive": 0.08098892678158169, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.5665097244927892, "total_loss": 0.8275659011560492} {"data_time": 0.011980006005614996, "eta_seconds": 717.478907492492, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.2675438596491228, "fast_rcnn/fg_cls_accuracy": 0.7092470760233918, "iteration": 268739, "loss_box_reg": 0.1946328403428197, "loss_cls": 0.15856747468933463, "loss_mask": 0.21877100318670273, "loss_rpn_cls": 0.023435081719071604, "loss_rpn_loc": 0.07423251712316414, "loss_sem_seg": 0.19028424029238522, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.903968676600641, "mask_rcnn/false_negative": 0.08862183321273105, "mask_rcnn/false_positive": 0.10156317219548884, "roi_head/num_bg_samples": 438.75, "roi_head/num_fg_samples": 73.25, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.5577967410063138, "total_loss": 0.8976765841653105} {"data_time": 0.011902610494871624, "eta_seconds": 706.3002586036455, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.10768115942028986, "fast_rcnn/fg_cls_accuracy": 0.8824208566108007, "iteration": 268759, "loss_box_reg": 0.17481142620090395, "loss_cls": 0.1273405248648487, "loss_mask": 0.2079235021956265, "loss_rpn_cls": 0.019056693352467846, "loss_rpn_loc": 0.04664350042003207, "loss_sem_seg": 0.20685504097491503, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9199410052238265, "mask_rcnn/false_negative": 0.07662107393802958, "mask_rcnn/false_positive": 0.08704006734710576, "roi_head/num_bg_samples": 466.75, "roi_head/num_fg_samples": 45.25, "rpn/num_neg_anchors": 234.25, "rpn/num_pos_anchors": 21.75, "time": 0.5787773830088554, "total_loss": 0.7691318329871137} {"data_time": 0.012831700500100851, "eta_seconds": 694.9174985939171, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.2588517402027953, "fast_rcnn/fg_cls_accuracy": 0.7206707317073171, "iteration": 268779, "loss_box_reg": 0.2144699413329363, "loss_cls": 0.1603632604237646, "loss_mask": 0.22797790355980396, "loss_rpn_cls": 0.02158624819276156, "loss_rpn_loc": 0.06584484298946336, "loss_sem_seg": 0.18451997125521302, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8995168535015594, "mask_rcnn/false_negative": 0.10530012032587402, "mask_rcnn/false_positive": 0.10681185714520422, "roi_head/num_bg_samples": 425.5, "roi_head/num_fg_samples": 86.5, "rpn/num_neg_anchors": 205.75, "rpn/num_pos_anchors": 50.25, "time": 0.5732589550025295, "total_loss": 0.8777304735122016} {"data_time": 0.01200195899582468, "eta_seconds": 683.3403393326589, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.20785714285714285, "fast_rcnn/fg_cls_accuracy": 0.7588383838383839, "iteration": 268799, "loss_box_reg": 0.20290219504386187, "loss_cls": 0.15924049820750952, "loss_mask": 0.21760091185569763, "loss_rpn_cls": 0.019456743113551056, "loss_rpn_loc": 0.059755640337243676, "loss_sem_seg": 0.17433306761085987, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9093832566508746, "mask_rcnn/false_negative": 0.07810010999065298, "mask_rcnn/false_positive": 0.12245985384950989, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5725651910033775, "total_loss": 0.862181229662383} {"data_time": 0.012452526498236693, "eta_seconds": 671.92824996321, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.263881842268448, "fast_rcnn/fg_cls_accuracy": 0.733835052708721, "iteration": 268819, "loss_box_reg": 0.21870735147967935, "loss_cls": 0.1633925959467888, "loss_mask": 0.22539388481527567, "loss_rpn_cls": 0.025757422379683703, "loss_rpn_loc": 0.06056516370153986, "loss_sem_seg": 0.2160215205512941, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9071479262561002, "mask_rcnn/false_negative": 0.07904134329193763, "mask_rcnn/false_positive": 0.11482576527302735, "roi_head/num_bg_samples": 446.25, "roi_head/num_fg_samples": 65.75, "rpn/num_neg_anchors": 231.0, "rpn/num_pos_anchors": 25.0, "time": 0.5734986464958638, "total_loss": 0.897167742397869} {"data_time": 0.011484958013170399, "eta_seconds": 660.5080498794996, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.20391705069124422, "fast_rcnn/fg_cls_accuracy": 0.7799539170506913, "iteration": 268839, "loss_box_reg": 0.19735919265076518, "loss_cls": 0.16382355079986155, "loss_mask": 0.21533797215670347, "loss_rpn_cls": 0.02648352562391665, "loss_rpn_loc": 0.05335949169239029, "loss_sem_seg": 0.18008350592572242, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9099604288846083, "mask_rcnn/false_negative": 0.08680601379591596, "mask_rcnn/false_positive": 0.09168078456134679, "roi_head/num_bg_samples": 443.25, "roi_head/num_fg_samples": 68.75, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5774104114971124, "total_loss": 0.8534828847332392} {"data_time": 0.01265753450570628, "eta_seconds": 649.0798513228074, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.2009402718032662, "fast_rcnn/fg_cls_accuracy": 0.7603948361136725, "iteration": 268859, "loss_box_reg": 0.1776652296539396, "loss_cls": 0.12930362846236676, "loss_mask": 0.20709686912596226, "loss_rpn_cls": 0.02030728864519915, "loss_rpn_loc": 0.05190180138743017, "loss_sem_seg": 0.18663930473849177, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9003636645647637, "mask_rcnn/false_negative": 0.07988091124459747, "mask_rcnn/false_positive": 0.1079930634801597, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5601931434939615, "total_loss": 0.7735232436534716} {"data_time": 0.012271457497263327, "eta_seconds": 637.480670790057, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.21980824544582933, "fast_rcnn/fg_cls_accuracy": 0.7716203259827421, "iteration": 268879, "loss_box_reg": 0.20340928109362721, "loss_cls": 0.16306878393515944, "loss_mask": 0.21116382628679276, "loss_rpn_cls": 0.02507823678024579, "loss_rpn_loc": 0.06038245023228228, "loss_sem_seg": 0.19876693887636065, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9097585589633581, "mask_rcnn/false_negative": 0.07486843747092266, "mask_rcnn/false_positive": 0.1049180376822523, "roi_head/num_bg_samples": 437.75, "roi_head/num_fg_samples": 74.25, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5713506444881205, "total_loss": 0.872160316866939} {"data_time": 0.011970799503615126, "eta_seconds": 626.3732669399906, "fast_rcnn/cls_accuracy": 0.95849609375, "fast_rcnn/false_negative": 0.17185978578383643, "fast_rcnn/fg_cls_accuracy": 0.8101092896174864, "iteration": 268899, "loss_box_reg": 0.18368260050192475, "loss_cls": 0.14778016752097756, "loss_mask": 0.20876764273270965, "loss_rpn_cls": 0.02264400917920284, "loss_rpn_loc": 0.05536072782706469, "loss_sem_seg": 0.19682762119919062, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9151572326768731, "mask_rcnn/false_negative": 0.08048353153509813, "mask_rcnn/false_positive": 0.0867653771575933, "roi_head/num_bg_samples": 450.25, "roi_head/num_fg_samples": 61.75, "rpn/num_neg_anchors": 234.25, "rpn/num_pos_anchors": 21.75, "time": 0.566862026011222, "total_loss": 0.7986214250922785} {"data_time": 0.012126111003453843, "eta_seconds": 614.6671440761129, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.25703020383871444, "fast_rcnn/fg_cls_accuracy": 0.7160241074714759, "iteration": 268919, "loss_box_reg": 0.19895736873149872, "loss_cls": 0.1518717873841524, "loss_mask": 0.22948016971349716, "loss_rpn_cls": 0.021632917117358375, "loss_rpn_loc": 0.05334038846194744, "loss_sem_seg": 0.18923623813316226, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9114806734323044, "mask_rcnn/false_negative": 0.08200190573872479, "mask_rcnn/false_positive": 0.10403002307988987, "roi_head/num_bg_samples": 443.75, "roi_head/num_fg_samples": 68.25, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5633446199935861, "total_loss": 0.8267094384063967} {"data_time": 0.012511081498814747, "eta_seconds": 603.2949489960738, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.31196581196581197, "fast_rcnn/fg_cls_accuracy": 0.671875, "iteration": 268939, "loss_box_reg": 0.21573315281420946, "loss_cls": 0.15796601388137788, "loss_mask": 0.22489466611295938, "loss_rpn_cls": 0.028539224611449754, "loss_rpn_loc": 0.06737420056015253, "loss_sem_seg": 0.217815229203552, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9006345784686212, "mask_rcnn/false_negative": 0.07079803015023259, "mask_rcnn/false_positive": 0.09434165524537902, "roi_head/num_bg_samples": 452.0, "roi_head/num_fg_samples": 60.0, "rpn/num_neg_anchors": 232.0, "rpn/num_pos_anchors": 24.0, "time": 0.5775718615041114, "total_loss": 0.9005100527938339} {"data_time": 0.011844104024930857, "eta_seconds": 592.2384840004815, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.21832579185520362, "fast_rcnn/fg_cls_accuracy": 0.7342314118629908, "iteration": 268959, "loss_box_reg": 0.20718185184523463, "loss_cls": 0.15757763478904963, "loss_mask": 0.2244544979184866, "loss_rpn_cls": 0.019671548494443414, "loss_rpn_loc": 0.050986116752028465, "loss_sem_seg": 0.21997838257811964, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9140956896457213, "mask_rcnn/false_negative": 0.07832164469451473, "mask_rcnn/false_positive": 0.10079817382122466, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5806285069993464, "total_loss": 0.8594636519992491} {"data_time": 0.012568199002998881, "eta_seconds": 580.5505588359956, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.23172715894868584, "fast_rcnn/fg_cls_accuracy": 0.7330486100326137, "iteration": 268979, "loss_box_reg": 0.20023876917548478, "loss_cls": 0.1428468869999051, "loss_mask": 0.22252899501472712, "loss_rpn_cls": 0.023857342521296232, "loss_rpn_loc": 0.05930676840944216, "loss_sem_seg": 0.192630251403898, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9130430581323439, "mask_rcnn/false_negative": 0.0779175233150093, "mask_rcnn/false_positive": 0.08897197874351839, "roi_head/num_bg_samples": 438.5, "roi_head/num_fg_samples": 73.5, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.5744929615175352, "total_loss": 0.8587336433265591} {"data_time": 0.01282645649916958, "eta_seconds": 568.873479674483, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.16321523619427813, "fast_rcnn/fg_cls_accuracy": 0.821336493679308, "iteration": 268999, "loss_box_reg": 0.18453570222482085, "loss_cls": 0.13692369672935456, "loss_mask": 0.2093345788307488, "loss_rpn_cls": 0.023154933616751805, "loss_rpn_loc": 0.05488853476708755, "loss_sem_seg": 0.18737737054470927, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9114831054428671, "mask_rcnn/false_negative": 0.07958752889719173, "mask_rcnn/false_positive": 0.09518736969422, "roi_head/num_bg_samples": 436.25, "roi_head/num_fg_samples": 75.75, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5662960135086905, "total_loss": 0.8211328384386434} {"data_time": 0.012413702002959326, "eta_seconds": 558.0607661241665, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.2616763565891473, "fast_rcnn/fg_cls_accuracy": 0.7204475308641975, "iteration": 269019, "loss_box_reg": 0.18764127930626273, "loss_cls": 0.15052607958205044, "loss_mask": 0.21467998810112476, "loss_rpn_cls": 0.02419401062797988, "loss_rpn_loc": 0.06035321715171449, "loss_sem_seg": 0.19998055836185813, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.907740983082832, "mask_rcnn/false_negative": 0.09822099973289702, "mask_rcnn/false_positive": 0.10563282598418375, "roi_head/num_bg_samples": 431.25, "roi_head/num_fg_samples": 80.75, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.5720815949898679, "total_loss": 0.8497191030255635} {"data_time": 0.0125495785032399, "eta_seconds": 546.0532402988028, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.21668115762017143, "fast_rcnn/fg_cls_accuracy": 0.7602187308449204, "iteration": 269039, "loss_box_reg": 0.19125782186165452, "loss_cls": 0.14397412445396185, "loss_mask": 0.2186685809865594, "loss_rpn_cls": 0.025742671026819153, "loss_rpn_loc": 0.06149597515468486, "loss_sem_seg": 0.20920080039650202, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9143098082780337, "mask_rcnn/false_negative": 0.0830119318878462, "mask_rcnn/false_positive": 0.08837936870960245, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 230.5, "rpn/num_pos_anchors": 25.5, "time": 0.548122868523933, "total_loss": 0.8384526387926599} {"data_time": 0.012372703014989384, "eta_seconds": 534.775169204484, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.22672436401783372, "fast_rcnn/fg_cls_accuracy": 0.7641673931996513, "iteration": 269059, "loss_box_reg": 0.1924731289036572, "loss_cls": 0.14519260043743998, "loss_mask": 0.22165594901889563, "loss_rpn_cls": 0.02131756428252629, "loss_rpn_loc": 0.06319897071807645, "loss_sem_seg": 0.18804583698511124, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9083852238967234, "mask_rcnn/false_negative": 0.08811024137894993, "mask_rcnn/false_positive": 0.10369653643927447, "roi_head/num_bg_samples": 443.5, "roi_head/num_fg_samples": 68.5, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.5697251804958796, "total_loss": 0.8316417886817362} {"data_time": 0.012673935503698885, "eta_seconds": 523.3246975184156, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.3260752688172043, "fast_rcnn/fg_cls_accuracy": 0.6502873563218391, "iteration": 269079, "loss_box_reg": 0.19059425126761198, "loss_cls": 0.15521344728767872, "loss_mask": 0.21625412860885262, "loss_rpn_cls": 0.02225860719318007, "loss_rpn_loc": 0.05517310876166448, "loss_sem_seg": 0.20563100813888013, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.897363786342796, "mask_rcnn/false_negative": 0.09032651900937955, "mask_rcnn/false_positive": 0.13359011036821164, "roi_head/num_bg_samples": 432.75, "roi_head/num_fg_samples": 79.25, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 0.5571386335068382, "total_loss": 0.8545642092722119} {"data_time": 0.012434330506948754, "eta_seconds": 511.88089665723965, "fast_rcnn/cls_accuracy": 0.96142578125, "fast_rcnn/false_negative": 0.19274193548387097, "fast_rcnn/fg_cls_accuracy": 0.7963414634146342, "iteration": 269099, "loss_box_reg": 0.20512433862313628, "loss_cls": 0.1606153310276568, "loss_mask": 0.22220467263832688, "loss_rpn_cls": 0.027096353369415738, "loss_rpn_loc": 0.052225797495339066, "loss_sem_seg": 0.21264068456366658, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9080896748084324, "mask_rcnn/false_negative": 0.075083255619943, "mask_rcnn/false_positive": 0.10084309578437939, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.566397347007296, "total_loss": 0.878515933509334} {"data_time": 0.011288649518974125, "eta_seconds": 500.5389324677235, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.22764308426073132, "fast_rcnn/fg_cls_accuracy": 0.7107830551989731, "iteration": 269119, "loss_box_reg": 0.20161243644542992, "loss_cls": 0.15679994062520564, "loss_mask": 0.22149887960404158, "loss_rpn_cls": 0.028145106938609388, "loss_rpn_loc": 0.06254126304702368, "loss_sem_seg": 0.19462015142198652, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8970849953522304, "mask_rcnn/false_negative": 0.09053849005568908, "mask_rcnn/false_positive": 0.13084306427140235, "roi_head/num_bg_samples": 435.5, "roi_head/num_fg_samples": 76.5, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.5731792355072685, "total_loss": 0.8794447450436564} {"data_time": 0.012218109506648034, "eta_seconds": 489.08430361664796, "fast_rcnn/cls_accuracy": 0.9658203125, "fast_rcnn/false_negative": 0.17002427184466018, "fast_rcnn/fg_cls_accuracy": 0.8242647058823529, "iteration": 269139, "loss_box_reg": 0.17427493119612336, "loss_cls": 0.13120781630277634, "loss_mask": 0.21654059179127216, "loss_rpn_cls": 0.02056380578142125, "loss_rpn_loc": 0.054903310345252976, "loss_sem_seg": 0.1720331628457643, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9216706844027933, "mask_rcnn/false_negative": 0.08061391486800946, "mask_rcnn/false_positive": 0.09618217971795676, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 236.5, "rpn/num_pos_anchors": 19.5, "time": 0.5563157260039588, "total_loss": 0.7966360388254543} {"data_time": 0.013095581001834944, "eta_seconds": 477.72346032706264, "fast_rcnn/cls_accuracy": 0.95947265625, "fast_rcnn/false_negative": 0.16522366522366522, "fast_rcnn/fg_cls_accuracy": 0.8259557344064385, "iteration": 269159, "loss_box_reg": 0.19192812126129866, "loss_cls": 0.1597990000154823, "loss_mask": 0.21644015051424503, "loss_rpn_cls": 0.024168085128621897, "loss_rpn_loc": 0.05431165988557041, "loss_sem_seg": 0.1933643379015848, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9243787792894935, "mask_rcnn/false_negative": 0.08426973786130411, "mask_rcnn/false_positive": 0.09006365715686859, "roi_head/num_bg_samples": 442.75, "roi_head/num_fg_samples": 69.25, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.5609642549970886, "total_loss": 0.8355593388550915} {"data_time": 0.012954605990671553, "eta_seconds": 466.611640730247, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.17222222222222222, "fast_rcnn/fg_cls_accuracy": 0.8159955257270693, "iteration": 269179, "loss_box_reg": 0.18739214236848056, "loss_cls": 0.14446845086058602, "loss_mask": 0.21195353521034122, "loss_rpn_cls": 0.019942837012422387, "loss_rpn_loc": 0.051826586364768445, "loss_sem_seg": 0.18374543613754213, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9026741009602945, "mask_rcnn/false_negative": 0.07475099815473706, "mask_rcnn/false_positive": 0.10976563014944504, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.5810085104894824, "total_loss": 0.8184597237323032} {"data_time": 0.011828205490019172, "eta_seconds": 455.8981884738605, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.23212760365332807, "fast_rcnn/fg_cls_accuracy": 0.7383632491633708, "iteration": 269199, "loss_box_reg": 0.19619006058201194, "loss_cls": 0.1575977485626936, "loss_mask": 0.21490234415978193, "loss_rpn_cls": 0.0222001590882428, "loss_rpn_loc": 0.051224058435764164, "loss_sem_seg": 0.1970368572510779, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9240196078431373, "mask_rcnn/false_negative": 0.06798413864221908, "mask_rcnn/false_positive": 0.09243908390076266, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5792178779956885, "total_loss": 0.8381577765976544} {"data_time": 0.013766142990789376, "eta_seconds": 444.565138152946, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.21974872211340946, "fast_rcnn/fg_cls_accuracy": 0.7480066989478283, "iteration": 269219, "loss_box_reg": 0.1973592304275371, "loss_cls": 0.14778225356712937, "loss_mask": 0.2169902864843607, "loss_rpn_cls": 0.025273156632465543, "loss_rpn_loc": 0.05701333933393471, "loss_sem_seg": 0.181759649887681, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8890132490667418, "mask_rcnn/false_negative": 0.09417944891802688, "mask_rcnn/false_positive": 0.12994956602545815, "roi_head/num_bg_samples": 448.5, "roi_head/num_fg_samples": 63.5, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5704231170093408, "total_loss": 0.8465637507506472} {"data_time": 0.012489809989347123, "eta_seconds": 433.16183239081874, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.2375, "fast_rcnn/fg_cls_accuracy": 0.7347560975609756, "iteration": 269239, "loss_box_reg": 0.20136665645986795, "loss_cls": 0.15453072800301015, "loss_mask": 0.2193382466211915, "loss_rpn_cls": 0.021877591832890175, "loss_rpn_loc": 0.06107645248994231, "loss_sem_seg": 0.2005344636272639, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8939547995733381, "mask_rcnn/false_negative": 0.09606387018729443, "mask_rcnn/false_positive": 0.09786588378524583, "roi_head/num_bg_samples": 436.0, "roi_head/num_fg_samples": 76.0, "rpn/num_neg_anchors": 234.25, "rpn/num_pos_anchors": 21.75, "time": 0.5677690940065077, "total_loss": 0.8534259870357346} {"data_time": 0.012074323996785097, "eta_seconds": 421.7312583604362, "fast_rcnn/cls_accuracy": 0.95703125, "fast_rcnn/false_negative": 0.19821428571428573, "fast_rcnn/fg_cls_accuracy": 0.7686618507051943, "iteration": 269259, "loss_box_reg": 0.19589533004909754, "loss_cls": 0.1591765871271491, "loss_mask": 0.23025810718536377, "loss_rpn_cls": 0.02555708490763209, "loss_rpn_loc": 0.059711665846407413, "loss_sem_seg": 0.21802782081067562, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.915481625787405, "mask_rcnn/false_negative": 0.0860435351428526, "mask_rcnn/false_positive": 0.08656920596637882, "roi_head/num_bg_samples": 453.25, "roi_head/num_fg_samples": 58.75, "rpn/num_neg_anchors": 239.0, "rpn/num_pos_anchors": 17.0, "time": 0.5592384629999287, "total_loss": 0.888756840183305} {"data_time": 0.011715530505171046, "eta_seconds": 410.3652857548732, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.24953411697247707, "fast_rcnn/fg_cls_accuracy": 0.7298785971223021, "iteration": 269279, "loss_box_reg": 0.18567831115797162, "loss_cls": 0.14505521301180124, "loss_mask": 0.22169908042997122, "loss_rpn_cls": 0.019148902105371235, "loss_rpn_loc": 0.05708455550484359, "loss_sem_seg": 0.19818740105256438, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9005082110969388, "mask_rcnn/false_negative": 0.09364512035074078, "mask_rcnn/false_positive": 0.13200491782073998, "roi_head/num_bg_samples": 447.25, "roi_head/num_fg_samples": 64.75, "rpn/num_neg_anchors": 234.25, "rpn/num_pos_anchors": 21.75, "time": 0.5656012194958748, "total_loss": 0.8270839396500378} {"data_time": 0.012238330484251492, "eta_seconds": 399.0270958325418, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.234825543120474, "fast_rcnn/fg_cls_accuracy": 0.7261040532365397, "iteration": 269299, "loss_box_reg": 0.18812212301418185, "loss_cls": 0.16347198409494013, "loss_mask": 0.22779163205996156, "loss_rpn_cls": 0.021529784513404593, "loss_rpn_loc": 0.06553485873155296, "loss_sem_seg": 0.20233165053650737, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8959786480208161, "mask_rcnn/false_negative": 0.08817691604270671, "mask_rcnn/false_positive": 0.10967055551618884, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.5730270005005877, "total_loss": 0.8405736330605578} {"data_time": 0.012515181500930339, "eta_seconds": 387.71909899942693, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.24737662337662336, "fast_rcnn/fg_cls_accuracy": 0.7486233766233766, "iteration": 269319, "loss_box_reg": 0.1849261240568012, "loss_cls": 0.14102432248182595, "loss_mask": 0.22646357724443078, "loss_rpn_cls": 0.017448861957745976, "loss_rpn_loc": 0.05045959641574882, "loss_sem_seg": 0.19731936044991016, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9034738034100329, "mask_rcnn/false_negative": 0.09564831671553856, "mask_rcnn/false_positive": 0.0959898073544301, "roi_head/num_bg_samples": 449.5, "roi_head/num_fg_samples": 62.5, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5778570430120453, "total_loss": 0.823766289424384} {"data_time": 0.012079138497938402, "eta_seconds": 376.4460633976123, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.28170411149134555, "fast_rcnn/fg_cls_accuracy": 0.7147497892178744, "iteration": 269339, "loss_box_reg": 0.18843943811953068, "loss_cls": 0.15154399606399238, "loss_mask": 0.21944816410541534, "loss_rpn_cls": 0.024386173019593116, "loss_rpn_loc": 0.060524723725393414, "loss_sem_seg": 0.18744857946876436, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8955752283430856, "mask_rcnn/false_negative": 0.10834716327441274, "mask_rcnn/false_positive": 0.11181381448973746, "roi_head/num_bg_samples": 442.25, "roi_head/num_fg_samples": 69.75, "rpn/num_neg_anchors": 229.5, "rpn/num_pos_anchors": 26.5, "time": 0.5636908549931832, "total_loss": 0.8913225393625908} {"data_time": 0.01201165399106685, "eta_seconds": 364.90222256044217, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.22270253258293837, "fast_rcnn/fg_cls_accuracy": 0.728395061728395, "iteration": 269359, "loss_box_reg": 0.20479479676578194, "loss_cls": 0.1578515770379454, "loss_mask": 0.21205969713628292, "loss_rpn_cls": 0.02228189125071367, "loss_rpn_loc": 0.0610248155426234, "loss_sem_seg": 0.1909354479284957, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8988302801201554, "mask_rcnn/false_negative": 0.08873236196976847, "mask_rcnn/false_positive": 0.10257417862306906, "roi_head/num_bg_samples": 433.0, "roi_head/num_fg_samples": 79.0, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.5658405440044589, "total_loss": 0.8744909412780544} {"data_time": 0.012378152998280711, "eta_seconds": 353.51681780036597, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.21293447754749567, "fast_rcnn/fg_cls_accuracy": 0.7870655224525043, "iteration": 269379, "loss_box_reg": 0.21271827025339007, "loss_cls": 0.1693373741582036, "loss_mask": 0.21827538963407278, "loss_rpn_cls": 0.027510735628311522, "loss_rpn_loc": 0.06685521652616444, "loss_sem_seg": 0.20367828710004687, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9173332944956829, "mask_rcnn/false_negative": 0.07083038699199587, "mask_rcnn/false_positive": 0.10296599605277038, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.5737604890018702, "total_loss": 0.9027787060222181} {"data_time": 0.01258728998072911, "eta_seconds": 342.32765095208015, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.27337981952420015, "fast_rcnn/fg_cls_accuracy": 0.7198523379819524, "iteration": 269399, "loss_box_reg": 0.20105843292549253, "loss_cls": 0.16057640663348138, "loss_mask": 0.2203049324452877, "loss_rpn_cls": 0.019681205092638265, "loss_rpn_loc": 0.0619236157508567, "loss_sem_seg": 0.20424095151247457, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9168193590221476, "mask_rcnn/false_negative": 0.08743273743098866, "mask_rcnn/false_positive": 0.07755158562927833, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.572271445998922, "total_loss": 0.9105764600426483} {"data_time": 0.01298786950064823, "eta_seconds": 331.08513565881003, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.1573679831644888, "fast_rcnn/fg_cls_accuracy": 0.7889016897081413, "iteration": 269419, "loss_box_reg": 0.19170479848980904, "loss_cls": 0.14865858084522188, "loss_mask": 0.21805066196247935, "loss_rpn_cls": 0.02225440832626191, "loss_rpn_loc": 0.0468455680529587, "loss_sem_seg": 0.18303509196266532, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.921000184613319, "mask_rcnn/false_negative": 0.06451847484765134, "mask_rcnn/false_positive": 0.08109145823299413, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.5784289565053768, "total_loss": 0.8226701976564073} {"data_time": 0.012729663998470642, "eta_seconds": 319.65014487814915, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.2357448325017819, "fast_rcnn/fg_cls_accuracy": 0.7047380156075809, "iteration": 269439, "loss_box_reg": 0.19537165435031056, "loss_cls": 0.1450238828547299, "loss_mask": 0.21416158648207784, "loss_rpn_cls": 0.024161226066098607, "loss_rpn_loc": 0.0526640874450095, "loss_sem_seg": 0.19386617187410593, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9135429090467356, "mask_rcnn/false_negative": 0.07767015872118546, "mask_rcnn/false_positive": 0.09826119099266048, "roi_head/num_bg_samples": 444.0, "roi_head/num_fg_samples": 68.0, "rpn/num_neg_anchors": 232.25, "rpn/num_pos_anchors": 23.75, "time": 0.5699087470129598, "total_loss": 0.8761296667130409} {"data_time": 0.011921954996068962, "eta_seconds": 308.4109004111815, "fast_rcnn/cls_accuracy": 0.96484375, "fast_rcnn/false_negative": 0.20989583333333334, "fast_rcnn/fg_cls_accuracy": 0.7763392857142857, "iteration": 269459, "loss_box_reg": 0.17161671933718026, "loss_cls": 0.1383841410279274, "loss_mask": 0.2083927937783301, "loss_rpn_cls": 0.018919459866083344, "loss_rpn_loc": 0.049092018452938646, "loss_sem_seg": 0.19825769355520606, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.914798915215107, "mask_rcnn/false_negative": 0.08314044139764049, "mask_rcnn/false_positive": 0.09362351360418658, "roi_head/num_bg_samples": 444.75, "roi_head/num_fg_samples": 67.25, "rpn/num_neg_anchors": 234.5, "rpn/num_pos_anchors": 21.5, "time": 0.5673769380082376, "total_loss": 0.7963688970266958} {"data_time": 0.011750835488783196, "eta_seconds": 297.1418242310174, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.20707473941006876, "fast_rcnn/fg_cls_accuracy": 0.7585535032343542, "iteration": 269479, "loss_box_reg": 0.2036318313330412, "loss_cls": 0.15315082808956504, "loss_mask": 0.22302133915945888, "loss_rpn_cls": 0.02014194412913639, "loss_rpn_loc": 0.0631665705004707, "loss_sem_seg": 0.208180625224486, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9045759310385886, "mask_rcnn/false_negative": 0.09246003203285452, "mask_rcnn/false_positive": 0.09654172216112664, "roi_head/num_bg_samples": 430.25, "roi_head/num_fg_samples": 81.75, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.5776812365074875, "total_loss": 0.8365447711839806} {"data_time": 0.012329617005889304, "eta_seconds": 285.5788246184966, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.2776445601534667, "fast_rcnn/fg_cls_accuracy": 0.6848483295757327, "iteration": 269499, "loss_box_reg": 0.18550946237519383, "loss_cls": 0.15303354780189693, "loss_mask": 0.21550733130425215, "loss_rpn_cls": 0.022909634208190255, "loss_rpn_loc": 0.061080300132744014, "loss_sem_seg": 0.1654159880708903, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8990620371288509, "mask_rcnn/false_negative": 0.0855328903710705, "mask_rcnn/false_positive": 0.10117709435758296, "roi_head/num_bg_samples": 445.5, "roi_head/num_fg_samples": 66.5, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.5680635505123064, "total_loss": 0.8211175530668697} {"data_time": 0.012326034004217945, "eta_seconds": 274.03139480129175, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.27018036664695444, "fast_rcnn/fg_cls_accuracy": 0.7231559738762966, "iteration": 269519, "loss_box_reg": 0.21270811930298805, "loss_cls": 0.14809893281199038, "loss_mask": 0.22771854232996702, "loss_rpn_cls": 0.024981637635391962, "loss_rpn_loc": 0.06069884962926153, "loss_sem_seg": 0.1998754672240466, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9000606753117913, "mask_rcnn/false_negative": 0.0788385438521472, "mask_rcnn/false_positive": 0.11119873536499486, "roi_head/num_bg_samples": 435.25, "roi_head/num_fg_samples": 76.75, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.563490903499769, "total_loss": 0.8778459814930102} {"data_time": 0.011882265491294675, "eta_seconds": 262.7781200581376, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.30151833460656985, "fast_rcnn/fg_cls_accuracy": 0.68285666539343, "iteration": 269539, "loss_box_reg": 0.19836597982794046, "loss_cls": 0.16096924897283316, "loss_mask": 0.21491094678640366, "loss_rpn_cls": 0.025443594172429584, "loss_rpn_loc": 0.057299914478790015, "loss_sem_seg": 0.19339251751080155, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9040607349659231, "mask_rcnn/false_negative": 0.0808705392537051, "mask_rcnn/false_positive": 0.10781609543396622, "roi_head/num_bg_samples": 440.75, "roi_head/num_fg_samples": 71.25, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.5798724235064583, "total_loss": 0.8501362905053611} {"data_time": 0.012115122488467023, "eta_seconds": 251.53126509964932, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.20774275438967632, "fast_rcnn/fg_cls_accuracy": 0.7481339468302659, "iteration": 269559, "loss_box_reg": 0.2070038951933384, "loss_cls": 0.15525705204345286, "loss_mask": 0.22266919468529522, "loss_rpn_cls": 0.02350940210817498, "loss_rpn_loc": 0.05567338006949285, "loss_sem_seg": 0.20765283750370145, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9115676857864358, "mask_rcnn/false_negative": 0.08138618831909217, "mask_rcnn/false_positive": 0.09616645348663475, "roi_head/num_bg_samples": 451.5, "roi_head/num_fg_samples": 60.5, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.5792582939902786, "total_loss": 0.8685240340037126} {"data_time": 0.012103827510145493, "eta_seconds": 240.28467602479213, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.264996408045977, "fast_rcnn/fg_cls_accuracy": 0.735003591954023, "iteration": 269579, "loss_box_reg": 0.212793059181422, "loss_cls": 0.1634065576363355, "loss_mask": 0.22559165814891458, "loss_rpn_cls": 0.020427711606316734, "loss_rpn_loc": 0.05452405552205164, "loss_sem_seg": 0.19549801875837147, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9010989959364026, "mask_rcnn/false_negative": 0.09904524032591798, "mask_rcnn/false_positive": 0.09957112718278859, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.5810588879976422, "total_loss": 0.8897983912829659} {"data_time": 0.012817103997804224, "eta_seconds": 228.9503685431264, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.19210563182964416, "fast_rcnn/fg_cls_accuracy": 0.7887052521557356, "iteration": 269599, "loss_box_reg": 0.1990844422543887, "loss_cls": 0.14637311804108322, "loss_mask": 0.21378842880949378, "loss_rpn_cls": 0.021611621934425784, "loss_rpn_loc": 0.06264242545876186, "loss_sem_seg": 0.17487277602776885, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9070435460719593, "mask_rcnn/false_negative": 0.08087597153623452, "mask_rcnn/false_positive": 0.1290164896906768, "roi_head/num_bg_samples": 434.75, "roi_head/num_fg_samples": 77.25, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.5772196440084372, "total_loss": 0.8466153326444328} {"data_time": 0.012934658996528015, "eta_seconds": 217.5313975434692, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.26383567475521497, "fast_rcnn/fg_cls_accuracy": 0.6724386724386724, "iteration": 269619, "loss_box_reg": 0.19974616775289178, "loss_cls": 0.16236577060772106, "loss_mask": 0.21233743242919445, "loss_rpn_cls": 0.023535030497441767, "loss_rpn_loc": 0.06495573266874999, "loss_sem_seg": 0.17522598220966756, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9048406082755034, "mask_rcnn/false_negative": 0.0889494461422251, "mask_rcnn/false_positive": 0.10062442000087854, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5800707610032987, "total_loss": 0.864437006686785} {"data_time": 0.011535549507243559, "eta_seconds": 206.03982908539183, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.2, "fast_rcnn/fg_cls_accuracy": 0.7970588235294118, "iteration": 269639, "loss_box_reg": 0.21129780216142535, "loss_cls": 0.15481981169432402, "loss_mask": 0.21931615052744746, "loss_rpn_cls": 0.022102868555521127, "loss_rpn_loc": 0.0600026014726609, "loss_sem_seg": 0.18553211633116007, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9062446450284738, "mask_rcnn/false_negative": 0.07736685386428693, "mask_rcnn/false_positive": 0.11156994481749366, "roi_head/num_bg_samples": 429.5, "roi_head/num_fg_samples": 82.5, "rpn/num_neg_anchors": 232.75, "rpn/num_pos_anchors": 23.25, "time": 0.5695853115030332, "total_loss": 0.8704575791052775} {"data_time": 0.012012184495688416, "eta_seconds": 194.54869439914182, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.21456418824839876, "fast_rcnn/fg_cls_accuracy": 0.7587719298245614, "iteration": 269659, "loss_box_reg": 0.19058374781161547, "loss_cls": 0.15348617965355515, "loss_mask": 0.2218493828549981, "loss_rpn_cls": 0.022662116507490282, "loss_rpn_loc": 0.05417836783453822, "loss_sem_seg": 0.1830625794827938, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9030076478972155, "mask_rcnn/false_negative": 0.0952359791529971, "mask_rcnn/false_positive": 0.11498551355807045, "roi_head/num_bg_samples": 439.5, "roi_head/num_fg_samples": 72.5, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5629678074910771, "total_loss": 0.842396313948484} {"data_time": 0.012262146497960202, "eta_seconds": 183.06315869520768, "fast_rcnn/cls_accuracy": 0.96484375, "fast_rcnn/false_negative": 0.17875369325812518, "fast_rcnn/fg_cls_accuracy": 0.7781984080761017, "iteration": 269679, "loss_box_reg": 0.19169259327463806, "loss_cls": 0.13758214469999075, "loss_mask": 0.2209135121665895, "loss_rpn_cls": 0.022034388171050523, "loss_rpn_loc": 0.05653939470357727, "loss_sem_seg": 0.16115259169600904, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9298339594458473, "mask_rcnn/false_negative": 0.06604901930988652, "mask_rcnn/false_positive": 0.08941751573364133, "roi_head/num_bg_samples": 458.5, "roi_head/num_fg_samples": 53.5, "rpn/num_neg_anchors": 234.25, "rpn/num_pos_anchors": 21.75, "time": 0.5659335744858254, "total_loss": 0.82231342549494} {"data_time": 0.011994923013844527, "eta_seconds": 171.66926889354363, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.2301154401154401, "fast_rcnn/fg_cls_accuracy": 0.7329870129870131, "iteration": 269699, "loss_box_reg": 0.1781159348320216, "loss_cls": 0.1405379658099264, "loss_mask": 0.21331642288714647, "loss_rpn_cls": 0.017871067713713273, "loss_rpn_loc": 0.04461211402667686, "loss_sem_seg": 0.20628290809690952, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9034405428838201, "mask_rcnn/false_negative": 0.08572007829105338, "mask_rcnn/false_positive": 0.0985534128979595, "roi_head/num_bg_samples": 432.5, "roi_head/num_fg_samples": 79.5, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.5779684694862226, "total_loss": 0.7978481365680636} {"data_time": 0.01193379949836526, "eta_seconds": 160.2626729537733, "fast_rcnn/cls_accuracy": 0.95849609375, "fast_rcnn/false_negative": 0.2062435589144624, "fast_rcnn/fg_cls_accuracy": 0.7806377449020392, "iteration": 269719, "loss_box_reg": 0.2105118022300303, "loss_cls": 0.1479954046662897, "loss_mask": 0.20551764033734798, "loss_rpn_cls": 0.0223634231442702, "loss_rpn_loc": 0.05394787437398918, "loss_sem_seg": 0.1959399813786149, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9106320594275445, "mask_rcnn/false_negative": 0.08994702546255165, "mask_rcnn/false_positive": 0.090077950887962, "roi_head/num_bg_samples": 431.5, "roi_head/num_fg_samples": 80.5, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.5661923519946868, "total_loss": 0.8579803526190517} {"data_time": 0.012526591002824716, "eta_seconds": 148.90677195946046, "fast_rcnn/cls_accuracy": 0.96630859375, "fast_rcnn/false_negative": 0.21102756892230576, "fast_rcnn/fg_cls_accuracy": 0.7794486215538847, "iteration": 269739, "loss_box_reg": 0.1958817783743143, "loss_cls": 0.1500355969183147, "loss_mask": 0.21671767346560955, "loss_rpn_cls": 0.021216313834884204, "loss_rpn_loc": 0.0550828764171456, "loss_sem_seg": 0.19989341055043042, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9149320442462698, "mask_rcnn/false_negative": 0.0855394016529457, "mask_rcnn/false_positive": 0.08963368519205306, "roi_head/num_bg_samples": 466.25, "roi_head/num_fg_samples": 45.75, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.5722256055014441, "total_loss": 0.843132721267466} {"data_time": 0.012558334492496215, "eta_seconds": 137.49629134954012, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.2757869249394673, "fast_rcnn/fg_cls_accuracy": 0.6987698693935406, "iteration": 269759, "loss_box_reg": 0.2059730770997703, "loss_cls": 0.1606695232912898, "loss_mask": 0.20903554605320096, "loss_rpn_cls": 0.024218234886916434, "loss_rpn_loc": 0.0560805816858192, "loss_sem_seg": 0.18825951125472784, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8924684813190533, "mask_rcnn/false_negative": 0.08912508557504048, "mask_rcnn/false_positive": 0.11025086607810394, "roi_head/num_bg_samples": 440.0, "roi_head/num_fg_samples": 72.0, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.5730557109927759, "total_loss": 0.8607571426837239} {"data_time": 0.012356553997960873, "eta_seconds": 126.04865710217564, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.2561475409836066, "fast_rcnn/fg_cls_accuracy": 0.7414014786242367, "iteration": 269779, "loss_box_reg": 0.20080840727314353, "loss_cls": 0.1485072392388247, "loss_mask": 0.22429057769477367, "loss_rpn_cls": 0.02068323535786476, "loss_rpn_loc": 0.05997655230748933, "loss_sem_seg": 0.20168081135489047, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8945312703625512, "mask_rcnn/false_negative": 0.09489114862582756, "mask_rcnn/false_positive": 0.11394280199712117, "roi_head/num_bg_samples": 438.0, "roi_head/num_fg_samples": 74.0, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.5627248045057058, "total_loss": 0.8679728939023335} {"data_time": 0.012598203000379726, "eta_seconds": 114.62833301475621, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.20501492537313432, "fast_rcnn/fg_cls_accuracy": 0.7472943722943723, "iteration": 269799, "loss_box_reg": 0.19926419481635094, "loss_cls": 0.15152756962925196, "loss_mask": 0.21501824259757996, "loss_rpn_cls": 0.02042494195575273, "loss_rpn_loc": 0.06016340485075489, "loss_sem_seg": 0.18660000408999622, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9135156221780747, "mask_rcnn/false_negative": 0.07844228709432526, "mask_rcnn/false_positive": 0.11121362496751484, "roi_head/num_bg_samples": 442.0, "roi_head/num_fg_samples": 70.0, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.5586362130125053, "total_loss": 0.8455849861184106} {"data_time": 0.01177483749052044, "eta_seconds": 103.21782291482668, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.1812084949700835, "fast_rcnn/fg_cls_accuracy": 0.7853504203216375, "iteration": 269819, "loss_box_reg": 0.19686220353469253, "loss_cls": 0.1480570964049548, "loss_mask": 0.21861314214766026, "loss_rpn_cls": 0.019341275557962945, "loss_rpn_loc": 0.04949267697520554, "loss_sem_seg": 0.1809954516356811, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9098145071982281, "mask_rcnn/false_negative": 0.07856880694137539, "mask_rcnn/false_positive": 0.10329163733313583, "roi_head/num_bg_samples": 440.5, "roi_head/num_fg_samples": 71.5, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.5699879999883706, "total_loss": 0.8412970238796333} {"data_time": 0.012195717994472943, "eta_seconds": 91.74016605693032, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.2333044733044733, "fast_rcnn/fg_cls_accuracy": 0.7251953412944125, "iteration": 269839, "loss_box_reg": 0.19118276936933398, "loss_cls": 0.15741338167572394, "loss_mask": 0.2165221362374723, "loss_rpn_cls": 0.02656866315919615, "loss_rpn_loc": 0.05868138879304752, "loss_sem_seg": 0.20033589168451726, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.8978045822394491, "mask_rcnn/false_negative": 0.09047579648334492, "mask_rcnn/false_positive": 0.10946186598160812, "roi_head/num_bg_samples": 435.75, "roi_head/num_fg_samples": 76.25, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.5657706424972275, "total_loss": 0.8624849187199288} {"data_time": 0.012140233986428939, "eta_seconds": 80.3990780787135, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.235892535971223, "fast_rcnn/fg_cls_accuracy": 0.7547470220544875, "iteration": 269859, "loss_box_reg": 0.194370609940961, "loss_cls": 0.148700529942289, "loss_mask": 0.21170319942757487, "loss_rpn_cls": 0.02311803632619558, "loss_rpn_loc": 0.057224463555030525, "loss_sem_seg": 0.1655583397950977, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9043898302693192, "mask_rcnn/false_negative": 0.09234079137075771, "mask_rcnn/false_positive": 0.09763090513485388, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.5725575225078501, "total_loss": 0.8237345158906919} {"data_time": 0.012132827498135157, "eta_seconds": 68.99495352854137, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.11432863655200995, "fast_rcnn/fg_cls_accuracy": 0.8826499388004896, "iteration": 269879, "loss_box_reg": 0.19448018167167902, "loss_cls": 0.1561089437454939, "loss_mask": 0.21984128234907985, "loss_rpn_cls": 0.023771172578562982, "loss_rpn_loc": 0.06380801158957183, "loss_sem_seg": 0.21898385300301015, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9224951105102204, "mask_rcnn/false_negative": 0.0784608540352949, "mask_rcnn/false_positive": 0.08490631287749734, "roi_head/num_bg_samples": 458.75, "roi_head/num_fg_samples": 53.25, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.5664516999968328, "total_loss": 0.8872896950197173} {"data_time": 0.011995402004686184, "eta_seconds": 57.60330949584022, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.24904673331783306, "fast_rcnn/fg_cls_accuracy": 0.7269349845201238, "iteration": 269899, "loss_box_reg": 0.20252368925139308, "loss_cls": 0.15067783393897116, "loss_mask": 0.21311294846236706, "loss_rpn_cls": 0.02249147740621993, "loss_rpn_loc": 0.05554270473658107, "loss_sem_seg": 0.18533047381788492, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9009265590250524, "mask_rcnn/false_negative": 0.08507720390000845, "mask_rcnn/false_positive": 0.10522191667559735, "roi_head/num_bg_samples": 435.0, "roi_head/num_fg_samples": 77.0, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.5729862794978544, "total_loss": 0.8627295486858202} {"data_time": 0.012781379002262838, "eta_seconds": 46.19350733430474, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.26596749811035525, "fast_rcnn/fg_cls_accuracy": 0.6778115501519757, "iteration": 269919, "loss_box_reg": 0.19658499932847917, "loss_cls": 0.1579661652795039, "loss_mask": 0.2160396887920797, "loss_rpn_cls": 0.023136601615988184, "loss_rpn_loc": 0.05582525546196848, "loss_sem_seg": 0.19033021898940206, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9121974447673806, "mask_rcnn/false_negative": 0.09514621429473852, "mask_rcnn/false_positive": 0.10265343778732514, "roi_head/num_bg_samples": 449.75, "roi_head/num_fg_samples": 62.25, "rpn/num_neg_anchors": 233.5, "rpn/num_pos_anchors": 22.5, "time": 0.5694111670018174, "total_loss": 0.8172557502066411} {"data_time": 0.012237733506481163, "eta_seconds": 34.77107445454749, "fast_rcnn/cls_accuracy": 0.9619140625, "fast_rcnn/false_negative": 0.17138388201996127, "fast_rcnn/fg_cls_accuracy": 0.8155901535872081, "iteration": 269939, "loss_box_reg": 0.20731240487657487, "loss_cls": 0.1540736686438322, "loss_mask": 0.21796860499307513, "loss_rpn_cls": 0.022385102813586855, "loss_rpn_loc": 0.05384971882449463, "loss_sem_seg": 0.2077418644912541, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9053885729549551, "mask_rcnn/false_negative": 0.07516041687735661, "mask_rcnn/false_positive": 0.11122874476401029, "roi_head/num_bg_samples": 447.5, "roi_head/num_fg_samples": 64.5, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.5732090224919375, "total_loss": 0.9010429586633109} {"data_time": 0.012420506493072025, "eta_seconds": 23.35700293831178, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.22935862691960252, "fast_rcnn/fg_cls_accuracy": 0.751953125, "iteration": 269959, "loss_box_reg": 0.18950920354109257, "loss_cls": 0.14156076218932867, "loss_mask": 0.21692567830905318, "loss_rpn_cls": 0.019695675640832633, "loss_rpn_loc": 0.05852029821835458, "loss_sem_seg": 0.1800499581731856, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9113085941530303, "mask_rcnn/false_negative": 0.08887797855853635, "mask_rcnn/false_positive": 0.09269357322802779, "roi_head/num_bg_samples": 441.75, "roi_head/num_fg_samples": 70.25, "rpn/num_neg_anchors": 234.75, "rpn/num_pos_anchors": 21.25, "time": 0.5629633180069504, "total_loss": 0.8005269420718832} {"data_time": 0.011759778499254026, "eta_seconds": 11.963342968403595, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.23830873653403076, "fast_rcnn/fg_cls_accuracy": 0.7483756188118812, "iteration": 269979, "loss_box_reg": 0.19024561252444983, "loss_cls": 0.14693255349993706, "loss_mask": 0.22215854097157717, "loss_rpn_cls": 0.020585743935498613, "loss_rpn_loc": 0.05804281358723529, "loss_sem_seg": 0.1765452609397471, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9115675646309337, "mask_rcnn/false_negative": 0.08280941488075896, "mask_rcnn/false_positive": 0.09575978517282849, "roi_head/num_bg_samples": 432.0, "roi_head/num_fg_samples": 80.0, "rpn/num_neg_anchors": 230.75, "rpn/num_pos_anchors": 25.25, "time": 0.5704953460081015, "total_loss": 0.8113546260719886} {"bbox/AP": 42.770642744365745, "bbox/AP-airplane": 64.79765937650342, "bbox/AP-apple": 20.599648344580277, "bbox/AP-backpack": 14.979400093923775, "bbox/AP-banana": 25.970192087629385, "bbox/AP-baseball bat": 33.113790914361104, "bbox/AP-baseball glove": 36.92366627857355, "bbox/AP-bear": 70.75420302089877, "bbox/AP-bed": 44.60620123918926, "bbox/AP-bench": 26.318830440577912, "bbox/AP-bicycle": 31.121522190268813, "bbox/AP-bird": 37.9496427655576, "bbox/AP-boat": 28.62537797771901, "bbox/AP-book": 16.59887012713117, "bbox/AP-bottle": 40.57741319820853, "bbox/AP-bowl": 42.886389192889105, "bbox/AP-broccoli": 25.2080072070426, "bbox/AP-bus": 66.13576022951653, "bbox/AP-cake": 36.641151733087426, "bbox/AP-car": 46.74354543133579, "bbox/AP-carrot": 22.462432490791468, "bbox/AP-cat": 67.15881436869458, "bbox/AP-cell phone": 36.10534346153954, "bbox/AP-chair": 29.543562449151057, "bbox/AP-clock": 51.767338771043434, "bbox/AP-couch": 44.30640301796336, "bbox/AP-cow": 58.21888631902531, "bbox/AP-cup": 44.17754069769631, "bbox/AP-dining table": 30.226954196118044, "bbox/AP-dog": 61.4209103846305, "bbox/AP-donut": 49.620971744798034, "bbox/AP-elephant": 64.76742565874345, "bbox/AP-fire hydrant": 67.40620867408732, "bbox/AP-fork": 35.894923693258406, "bbox/AP-frisbee": 65.58268274106553, "bbox/AP-giraffe": 66.43342679802437, "bbox/AP-hair drier": 5.706096925482021, "bbox/AP-handbag": 16.279670494455676, "bbox/AP-horse": 60.257160614618975, "bbox/AP-hot dog": 31.4752214846603, "bbox/AP-keyboard": 53.348812080730966, "bbox/AP-kite": 45.29201939645271, "bbox/AP-knife": 20.690615152413947, "bbox/AP-laptop": 60.48213794856804, "bbox/AP-microwave": 56.39176275153195, "bbox/AP-motorcycle": 44.47392953593569, "bbox/AP-mouse": 63.35876221319927, "bbox/AP-orange": 29.820996481037643, "bbox/AP-oven": 34.7327203044879, "bbox/AP-parking meter": 45.67200187604755, "bbox/AP-person": 56.566809940439036, "bbox/AP-pizza": 52.1015115570226, "bbox/AP-potted plant": 27.838497744953, "bbox/AP-refrigerator": 59.654524208022096, "bbox/AP-remote": 34.068070656272496, "bbox/AP-sandwich": 34.45187696122504, "bbox/AP-scissors": 21.238296040098867, "bbox/AP-sheep": 51.70178250200777, "bbox/AP-sink": 39.46019692954501, "bbox/AP-skateboard": 54.33034292057399, "bbox/AP-skis": 25.070108545099977, "bbox/AP-snowboard": 40.55221278694622, "bbox/AP-spoon": 15.463967294810189, "bbox/AP-sports ball": 49.7556226126435, "bbox/AP-stop sign": 68.10698958571531, "bbox/AP-suitcase": 41.62320989520618, "bbox/AP-surfboard": 39.35376792506967, "bbox/AP-teddy bear": 46.74391828520423, "bbox/AP-tennis racket": 48.0320888448737, "bbox/AP-tie": 35.500565695803886, "bbox/AP-toaster": 41.17573744952135, "bbox/AP-toilet": 60.958177533312316, "bbox/AP-toothbrush": 25.75174207760223, "bbox/AP-traffic light": 29.660840591205428, "bbox/AP-train": 66.95655859819509, "bbox/AP-truck": 37.50852564607875, "bbox/AP-tv": 58.758689883423386, "bbox/AP-umbrella": 39.68818811185617, "bbox/AP-vase": 40.794093834061854, "bbox/AP-wine glass": 38.918309049341275, "bbox/AP-zebra": 66.2391912678827, "bbox/AP50": 63.827138769196054, "bbox/AP75": 46.48683360787354, "bbox/APl": 54.04746935529855, "bbox/APm": 46.02723205622245, "bbox/APs": 27.195991808606795, "data_time": 0.012581352988490835, "eta_seconds": 0.5698824760183925, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.22227028503779256, "fast_rcnn/fg_cls_accuracy": 0.7191863385233551, "iteration": 269999, "loss_box_reg": 0.20589608186855912, "loss_cls": 0.16880535706877708, "loss_mask": 0.22503721248358488, "loss_rpn_cls": 0.028138464265794028, "loss_rpn_loc": 0.059081367566250265, "loss_sem_seg": 0.20072452584281564, "lr": 0.00020000000000000004, "mask_rcnn/accuracy": 0.9007229851643945, "mask_rcnn/false_negative": 0.08326535787827566, "mask_rcnn/false_positive": 0.11664084408385572, "roi_head/num_bg_samples": 441.25, "roi_head/num_fg_samples": 70.75, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "segm/AP": 38.54591613914751, "segm/AP-airplane": 50.2768918511329, "segm/AP-apple": 19.852192987343752, "segm/AP-backpack": 15.518457077963847, "segm/AP-banana": 20.506897075768308, "segm/AP-baseball bat": 25.73956110477189, "segm/AP-baseball glove": 40.042334686234824, "segm/AP-bear": 68.38460228342751, "segm/AP-bed": 36.8753505742474, "segm/AP-bench": 18.98159954792955, "segm/AP-bicycle": 17.785317399673136, "segm/AP-bird": 31.684395208311788, "segm/AP-boat": 24.90106211339057, "segm/AP-book": 11.516961414524603, "segm/AP-bottle": 39.163132458540176, "segm/AP-bowl": 39.59623534735155, "segm/AP-broccoli": 23.91559540306018, "segm/AP-bus": 63.84960941187584, "segm/AP-cake": 37.93669526616945, "segm/AP-car": 43.46008483746937, "segm/AP-carrot": 19.339080361840107, "segm/AP-cat": 68.2594807580941, "segm/AP-cell phone": 33.7804639274058, "segm/AP-chair": 20.036987380886753, "segm/AP-clock": 52.20757150394996, "segm/AP-couch": 36.44707733327979, "segm/AP-cow": 49.43191112395552, "segm/AP-cup": 44.145198383959986, "segm/AP-dining table": 17.32425556920114, "segm/AP-dog": 57.57268036469828, "segm/AP-donut": 48.889541820152544, "segm/AP-elephant": 58.672890314798686, "segm/AP-fire hydrant": 65.64107379614265, "segm/AP-fork": 17.111305916528227, "segm/AP-frisbee": 64.4406700514958, "segm/AP-giraffe": 50.78601027304198, "segm/AP-hair drier": 4.089487896158037, "segm/AP-handbag": 16.09588035261541, "segm/AP-horse": 42.45170132476289, "segm/AP-hot dog": 22.598737981743206, "segm/AP-keyboard": 52.13798370557699, "segm/AP-kite": 33.535824150618964, "segm/AP-knife": 14.320424898704767, "segm/AP-laptop": 59.710229194414325, "segm/AP-microwave": 57.87680500308472, "segm/AP-motorcycle": 34.541919258332676, "segm/AP-mouse": 63.89810252541278, "segm/AP-orange": 29.668032390584937, "segm/AP-oven": 31.06654264655576, "segm/AP-parking meter": 45.06379549148766, "segm/AP-person": 49.05272800516309, "segm/AP-pizza": 50.50259234955667, "segm/AP-potted plant": 22.850096143451367, "segm/AP-refrigerator": 59.627814024037995, "segm/AP-remote": 31.504882377922073, "segm/AP-sandwich": 36.87381522233409, "segm/AP-scissors": 17.459899995550764, "segm/AP-sheep": 44.532074593613544, "segm/AP-sink": 35.743185946342585, "segm/AP-skateboard": 33.35405157864535, "segm/AP-skis": 3.2705043451493387, "segm/AP-snowboard": 25.77774480681385, "segm/AP-spoon": 10.970796591997642, "segm/AP-sports ball": 49.441534445589845, "segm/AP-stop sign": 67.35262716252312, "segm/AP-suitcase": 43.14611904778614, "segm/AP-surfboard": 32.0695282812062, "segm/AP-teddy bear": 43.67000739376465, "segm/AP-tennis racket": 54.74309922174727, "segm/AP-tie": 33.339903657122974, "segm/AP-toaster": 47.18168328219986, "segm/AP-toilet": 60.7704509991257, "segm/AP-toothbrush": 18.21277757502647, "segm/AP-traffic light": 28.768613238540425, "segm/AP-train": 64.24811078316496, "segm/AP-truck": 37.19536151797716, "segm/AP-tv": 60.76911140606301, "segm/AP-umbrella": 48.754855340353345, "segm/AP-vase": 40.48968818684028, "segm/AP-wine glass": 33.552087652872146, "segm/AP-zebra": 57.318904210647126, "segm/AP50": 60.72643758813783, "segm/AP75": 41.47499071394546, "segm/APl": 53.550143834079435, "segm/APm": 41.09888374713739, "segm/APs": 20.7955167947081, "time": 0.5779361879976932, "total_loss": 0.9188543389691404}